170 pg2509 20250918 3805.00 ... 3805.00 3752.00 PG
171 pg2510 20250918 4498.00 ... 4466.00 4485.00 PG
172 pg2511 20250918 4436.00 ... 4400.00 4431.00 PG
173 pg2512 20250918 4370.00 ... 4336.00 4372.00 PG
174 pg2601 20250918 4305.00 ... 4270.00 4305.00 PG
175 pg2602 20250918 4240.00 ... 4209.00 4240.00 PG
176 pg2603 20250918 4148.00 ... 4123.00 4148.00 PG
177 pg2604 20250918 4471.00 ... 4451.00 4476.00 PG
178 pg2605 20250918 4383.00 ... 4379.00 4383.00 PG
179 pg2606 20250918 4300.00 ... 4297.00 4327.00 PG
180 pg2607 20250918 4255.00 ... 4247.00 4270.00 PG
181 pg2608 20250918 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250918 6885.00 ... 6862.00 6878.00 PP
183 pp2511 20250918 6909.00 ... 6886.00 6916.00 PP
184 pp2512 20250918 6951.00 ... 6921.00 6951.00 PP
185 pp2601 20250918 6983.00 ... 6955.00 6982.00 PP
186 pp2602 20250918 6962.00 ... 6930.00 6958.00 PP
187 pp2603 20250918 6969.00 ... 6953.00 6969.00 PP
188 pp2604 20250918 6986.00 ... 6961.00 6996.00 PP
189 pp2605 20250918 7019.00 ... 6993.00 7013.00 PP
190 pp2606 20250918 6981.00 ... 6951.00 6982.00 PP
191 pp2607 20250918 6953.00 ... 6941.00 6950.00 PP
192 pp2608 20250918 6954.00 ... 6950.00 6958.00 PP
193 pp2609 20250918 6974.00 ... 6966.00 6983.00 PP
194 rr2510 20250918 3596.00 ... 3603.00 3604.00 RR
195 rr2511 20250918 3605.00 ... 3605.00 3605.00 RR
196 rr2512 20250918 3597.00 ... 3597.00 3599.00 RR
197 rr2601 20250918 3616.00 ... 3617.00 3621.00 RR
198 rr2602 20250918 0.00 ... 3599.00 3599.00 RR
199 rr2603 20250918 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250918 0.00 ... 3611.00 3611.00 RR
201 rr2605 20250918 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250918 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250918 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250918 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250918 0.00 ... 3614.00 3614.00 RR
206 v2510 20250918 4844.00 ... 4828.00 4852.00 V
207 v2511 20250918 4887.00 ... 4848.00 4883.00 V
208 v2512 20250918 4924.00 ... 4895.00 4924.00 V
209 v2601 20250918 4975.00 ... 4939.00 4967.00 V
210 v2602 20250918 5027.00 ... 4973.00 5005.00 V
211 v2603 20250918 5041.00 ... 5003.00 5035.00 V
212 v2604 20250918 5231.00 ... 5206.00 5228.00 V
213 v2605 20250918 5279.00 ... 5241.00 5268.00 V
214 v2606 20250918 5301.00 ... 5269.00 5299.00 V
215 v2607 20250918 5320.00 ... 5301.00 5329.00 V
216 v2608 20250918 5359.00 ... 5337.00 5366.00 V
217 v2609 20250918 5393.00 ... 5370.00 5382.00 V
218 y2511 20250918 8368.00 ... 8308.00 8440.00 Y
219 y2512 20250918 8422.00 ... 8346.00 8476.00 Y
220 y2601 20250918 8352.00 ... 8306.00 8422.00 Y
221 y2603 20250918 8290.00 ... 8276.00 8350.00 Y
222 y2605 20250918 8090.00 ... 8052.00 8132.00 Y
223 y2607 20250918 8058.00 ... 7998.00 8088.00 Y
224 y2608 20250918 8086.00 ... 8016.00 8104.00 Y
225 y2609 20250918 8038.00 ... 7988.00 8080.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:32,346 - future_1d - INFO - ak.get_dce_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 SC2510 20250918 497.9 ... 495.5 498.4 SC
1 SC2511 20250918 498.3 ... 496.3 499.8 SC
2 SC2512 20250918 496 ... 493.5 496.8 SC
3 SC2601 20250918 492.8 ... 491.9 494.7 SC
4 SC2602 20250918 489.7 ... 490.4 492.1 SC
5 SC2603 20250918 488 ... 489.8 491.8 SC
6 SC2604 20250918 490.3 ... 488 490.3 SC
7 SC2605 20250918 490 ... 487.2 490.5 SC
8 SC2606 20250918 489.4 ... 487 489.4 SC
9 SC2607 20250918 488.6 ... 485.2 488.3 SC
10 SC2608 20250918 486.4 ... 483.9 487.5 SC
11 SC2609 20250918 485.2 ... 483.8 484 SC
12 SC2612 20250918 482.3 ... 482.5 481 SC
13 SC2703 20250918 ... 475.1 475.1 SC
14 SC2706 20250918 ... 476.8 476.8 SC
15 SC2709 20250918 ... 473.2 473.2 SC
16 SC2712 20250918 476.8 ... 474.1 473.7 SC
17 SC2803 20250918 471.2 ... 471.2 473.6 SC
18 SC2806 20250918 472.5 ... 472.5 473 SC
19 SC2809 20250918 470.1 ... 465.7 469 SC
21 LU2510 20250918 3434 ... 3418 3422 LU
22 LU2511 20250918 3438 ... 3428 3447 LU
23 LU2512 20250918 3424 ... 3410 3429 LU
24 LU2601 20250918 3420 ... 3403 3421 LU
25 LU2602 20250918 3395 ... 3389 3410 LU
26 LU2603 20250918 3369 ... 3378 3387 LU
27 LU2604 20250918 3365 ... 3365 3389 LU
28 LU2605 20250918 3380 ... 3374 3388 LU
29 LU2606 20250918 3355 ... 3360 3399 LU
30 LU2607 20250918 3359 ... 3358 3379 LU
31 LU2608 20250918 3354 ... 3346 3378 LU
32 LU2609 20250918 3336 ... 3325 3360 LU
34 NR2510 20250918 12540 ... 12305 12570 NR
35 NR2511 20250918 12550 ... 12330 12595 NR
36 NR2512 20250918 12600 ... 12355 12630 NR
37 NR2601 20250918 12645 ... 12400 12660 NR
38 NR2602 20250918 12640 ... 12455 12650 NR
39 NR2603 20250918 12610 ... 12435 12635 NR
40 NR2604 20250918 12585 ... 12405 12665 NR
41 NR2605 20250918 12555 ... 12455 12670 NR
42 NR2606 20250918 12440 ... 12440 12635 NR
43 NR2607 20250918 ... 12655 12655 NR
44 NR2608 20250918 ... 12685 12685 NR
45 NR2609 20250918 12585 ... 12510 12685 NR
47 BC2510 20250918 70980 ... 70760 71650 BC
48 BC2511 20250918 71010 ... 70820 71640 BC
49 BC2512 20250918 ... 71670 71670 BC
50 BC2601 20250918 ... 71000 72000 BC
51 BC2602 20250918 ... 71100 71650 BC
52 BC2603 20250918 ... 71200 71950 BC
53 BC2604 20250918 ... 71300 71550 BC
54 BC2605 20250918 ... 71300 71550 BC
55 BC2606 20250918 ... 71400 71500 BC
56 BC2607 20250918 ... 71400 71560 BC
57 BC2608 20250918 ... 71400 71550 BC
58 BC2609 20250918 ... 71550 71550 BC
60 EC2510 20250918 1110 ... 1117.6 1129.4 EC
61 EC2512 20250918 1680 ... 1663 1665.3 EC
62 EC2602 20250918 1574.4 ... 1564.7 1572.8 EC
63 EC2604 20250918 1294 ... 1271.7 1278.3 EC
64 EC2606 20250918 1473.7 ... 1456.6 1460.7 EC
65 EC2608 20250918 1635 ... 1615.3 1618.6 EC
68 SC_TAS2510 20250918 ... SC_TAS
69 SC_TAS2511 20250918 ... SC_TAS
70 SC_TAS2512 20250918 ... SC_TAS
71 SC_TAS2601 20250918 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 18:26:32,408 - future_1d - INFO - ak.get_ine_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 IC2509 20250918 7238.200 ... 7164.600 7244.200 IC
1 IC2510 20250918 7186.000 ... 7090.800 7186.400 IC
2 IC2512 20250918 7073.000 ... 6960.200 7068.600 IC
3 IC2603 20250918 6922.800 ... 6793.600 6904.600 IC
4 IF2509 20250918 4545.000 ... 4483.400 4548.400 IF
5 IF2510 20250918 4537.400 ... 4470.200 4538.200 IF
6 IF2512 20250918 4512.000 ... 4440.000 4514.600 IF
7 IF2603 20250918 4490.800 ... 4416.400 4488.200 IF
8 IH2509 20250918 2965.600 ... 2907.800 2953.600 IH
9 IH2510 20250918 2958.600 ... 2904.200 2952.000 IH
10 IH2512 20250918 2960.800 ... 2903.400 2952.800 IH
11 IH2603 20250918 2962.000 ... 2906.000 2956.200 IH
12 IM2509 20250918 7520.000 ... 7449.200 7544.200 IM
13 IM2510 20250918 7470.600 ... 7366.800 7477.800 IM
14 IM2512 20250918 7313.800 ... 7206.200 7324.000 IM
15 IM2603 20250918 7133.600 ... 7001.800 7119.600 IM
16 T2512 20250918 108.065 ... 108.065 108.135 T
17 T2603 20250918 107.780 ... 107.735 107.845 T
18 T2606 20250918 107.610 ... 107.565 107.670 T
19 TF2512 20250918 105.840 ... 105.815 105.870 TF
20 TF2603 20250918 105.715 ... 105.685 105.730 TF
21 TF2606 20250918 105.635 ... 105.590 105.645 TF
22 TL2512 20250918 115.700 ... 115.680 115.820 TL
23 TL2603 20250918 115.360 ... 115.360 115.490 TL
24 TL2606 20250918 115.240 ... 115.310 115.420 TL
25 TS2512 20250918 102.438 ... 102.414 102.450 TS
26 TS2603 20250918 102.352 ... 102.340 102.366 TS
27 TS2606 20250918 102.310 ... 102.302 102.324 TS
[28 rows x 12 columns]
2025-09-22 18:26:32,706 - future_1d - INFO - ak.get_cffex_daily('2025-09-18') done
2025-09-22 18:26:34,463 - future_1d - INFO - save future_daily 2025-09-18 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250919 53200.0 ... 53040.0 53200.0 PS
1 PS2511 20250919 53365.0 ... 52910.0 53160.0 PS
2 PS2512 20250919 56000.0 ... 55320.0 55775.0 PS
3 PS2601 20250919 55600.0 ... 55030.0 55590.0 PS
4 PS2602 20250919 55800.0 ... 55135.0 55695.0 PS
5 PS2603 20250919 55775.0 ... 55205.0 55635.0 PS
6 PS2604 20250919 55840.0 ... 54950.0 55870.0 PS
7 PS2605 20250919 55750.0 ... 54930.0 55705.0 PS
8 PS2606 20250919 57620.0 ... 56920.0 58010.0 PS
9 PS2607 20250919 58010.0 ... 56815.0 57890.0 PS
10 PS2608 20250919 58160.0 ... 57180.0 57885.0 PS
11 PS2609 20250919 58200.0 ... 56995.0 57975.0 PS
13 SI2510 20250919 8900.0 ... 8975.0 8940.0 SI
14 SI2511 20250919 8885.0 ... 9025.0 8980.0 SI
15 SI2512 20250919 9300.0 ... 9420.0 9355.0 SI
16 SI2601 20250919 9260.0 ... 9405.0 9355.0 SI
17 SI2602 20250919 9255.0 ... 9425.0 9350.0 SI
18 SI2603 20250919 9365.0 ... 9500.0 9360.0 SI
19 SI2604 20250919 9360.0 ... 9550.0 9385.0 SI
20 SI2605 20250919 9365.0 ... 9405.0 9390.0 SI
21 SI2606 20250919 9375.0 ... 9470.0 9425.0 SI
22 SI2607 20250919 9365.0 ... 9480.0 9385.0 SI
23 SI2608 20250919 9425.0 ... 9475.0 9410.0 SI
24 SI2609 20250919 9345.0 ... 9440.0 9390.0 SI
27 LC2510 20250919 72500.0 ... 73320.0 72620.0 LC
28 LC2511 20250919 72500.0 ... 73460.0 72780.0 LC
29 LC2512 20250919 73000.0 ... 73600.0 72840.0 LC
30 LC2601 20250919 73080.0 ... 73620.0 72840.0 LC
31 LC2602 20250919 72660.0 ... 73280.0 72580.0 LC
32 LC2603 20250919 72520.0 ... 73480.0 72780.0 LC
33 LC2604 20250919 73500.0 ... 74060.0 73520.0 LC
34 LC2605 20250919 73620.0 ... 74040.0 73420.0 LC
35 LC2606 20250919 73280.0 ... 73840.0 73260.0 LC
36 LC2607 20250919 72960.0 ... 73700.0 73160.0 LC
37 LC2608 20250919 73120.0 ... 73740.0 73060.0 LC
38 LC2609 20250919 73320.0 ... 73820.0 72980.0 LC
[36 rows x 12 columns]
2025-09-22 18:26:38,224 - future_1d - INFO - ak.get_gfex_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250919 8412.0 8454.0 ... 20806.00 8437.0 8427.0 AP
1 AP511 20250919 8281.0 8281.0 ... 3663.69 8233.0 8227.0 AP
2 AP512 20250919 8223.0 8248.0 ... 559.32 8225.0 8215.0 AP
3 AP601 20250919 8285.0 8326.0 ... 362333.54 8290.0 8286.0 AP
4 AP603 20250919 8231.0 8231.0 ... 270.04 8183.0 8185.0 AP
5 AP604 20250919 8200.0 8202.0 ... 40.97 8194.0 8176.0 AP
6 AP605 20250919 8260.0 8278.0 ... 3218.40 8252.0 8237.0 AP
7 CF511 20250919 13650.0 13665.0 ... 325013.22 13625.0 13710.0 CF
8 CF601 20250919 13775.0 13785.0 ... 1682261.08 13745.0 13835.0 CF
9 CF603 20250919 13720.0 13745.0 ... 3898.54 13705.0 13800.0 CF
10 CF605 20250919 13735.0 13760.0 ... 226699.17 13715.0 13795.0 CF
11 CF607 20250919 13755.0 13780.0 ... 1112.91 13740.0 13820.0 CF
12 CF609 20250919 13905.0 13910.0 ... 257.13 13900.0 14000.0 CF
13 CJ512 20250919 10575.0 10705.0 ... 1842.54 10650.0 10670.0 CJ
14 CJ601 20250919 10620.0 10750.0 ... 480287.27 10680.0 10720.0 CJ
15 CJ603 20250919 10635.0 10730.0 ... 12481.12 10655.0 10735.0 CJ
16 CJ605 20250919 10715.0 10810.0 ... 98468.07 10725.0 10810.0 CJ
17 CJ607 20250919 10775.0 10915.0 ... 1497.50 10850.0 10935.0 CJ
18 CJ609 20250919 10940.0 11020.0 ... 377.77 10950.0 11050.0 CJ
19 CY510 20250919 0.0 0.0 ... 0.00 19600.0 19705.0 CY
20 CY511 20250919 19760.0 19825.0 ... 114478.44 19775.0 19880.0 CY
21 CY512 20250919 0.0 0.0 ... 0.00 19690.0 19710.0 CY
22 CY601 20250919 19785.0 19835.0 ... 1158.31 19800.0 19875.0 CY
23 CY602 20250919 0.0 0.0 ... 0.00 19810.0 19810.0 CY
24 CY603 20250919 0.0 0.0 ... 0.00 20160.0 20170.0 CY
25 CY604 20250919 0.0 0.0 ... 0.00 19945.0 19995.0 CY
26 CY605 20250919 0.0 0.0 ... 0.00 19990.0 20025.0 CY
27 CY606 20250919 0.0 0.0 ... 0.00 19975.0 19990.0 CY
28 CY607 20250919 0.0 0.0 ... 0.00 20290.0 20290.0 CY
29 CY608 20250919 0.0 0.0 ... 0.00 19935.0 20100.0 CY
30 CY609 20250919 20240.0 20240.0 ... 10.12 20240.0 20305.0 CY
31 FG510 20250919 1091.0 1103.0 ... 6782.74 1093.0 1096.0 FG
32 FG511 20250919 1093.0 1104.0 ... 141220.65 1095.0 1095.0 FG
33 FG512 20250919 1209.0 1224.0 ... 81857.42 1214.0 1215.0 FG
34 FG601 20250919 1207.0 1223.0 ... 3086629.46 1212.0 1219.0 FG
35 FG602 20250919 1259.0 1279.0 ... 31046.93 1268.0 1271.0 FG
36 FG603 20250919 1265.0 1283.0 ... 2208.02 1268.0 1277.0 FG
37 FG604 20250919 1325.0 1343.0 ... 1201.41 1329.0 1332.0 FG
38 FG605 20250919 1326.0 1348.0 ... 122561.49 1337.0 1333.0 FG
39 FG606 20250919 1358.0 1374.0 ... 816.07 1365.0 1363.0 FG
40 FG607 20250919 1357.0 1374.0 ... 2477.42 1363.0 1358.0 FG
41 FG608 20250919 1381.0 1403.0 ... 884.55 1395.0 1388.0 FG
42 FG609 20250919 1387.0 1407.0 ... 4628.07 1397.0 1390.0 FG
43 JR511 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250919 2255.0 2283.0 ... 4617.11 2264.0 2266.0 MA
52 MA511 20250919 2287.0 2309.0 ... 169238.69 2289.0 2291.0 MA
53 MA512 20250919 2325.0 2349.0 ... 79505.69 2333.0 2334.0 MA
54 MA601 20250919 2350.0 2374.0 ... 1782594.23 2356.0 2356.0 MA
55 MA602 20250919 2371.0 2394.0 ... 109582.45 2373.0 2377.0 MA
56 MA603 20250919 2392.0 2412.0 ... 1033.63 2398.0 2392.0 MA
57 MA604 20250919 2391.0 2400.0 ... 59.83 2393.0 2406.0 MA
58 MA605 20250919 2389.0 2390.0 ... 187848.71 2382.0 2389.0 MA
59 MA606 20250919 2382.0 2394.0 ... 9.54 2385.0 2396.0 MA
60 MA607 20250919 2372.0 2378.0 ... 28.48 2373.0 2379.0 MA
61 MA608 20250919 2361.0 2375.0 ... 11.84 2368.0 2386.0 MA
62 MA609 20250919 2360.0 2360.0 ... 1503.31 2353.0 2367.0 MA
63 OI511 20250919 10152.0 10282.0 ... 526388.35 10221.0 10129.0 OI
64 OI601 20250919 9986.0 10114.0 ... 3135766.68 10046.0 9966.0 OI
65 OI603 20250919 9737.0 9844.0 ... 4062.15 9788.0 9741.0 OI
66 OI605 20250919 9501.0 9605.0 ... 110457.56 9558.0 9501.0 OI
67 OI607 20250919 9477.0 9553.0 ... 969.53 9505.0 9469.0 OI
68 OI609 20250919 9448.0 9522.0 ... 455.12 9482.0 9446.0 OI
69 PF510 20250919 6362.0 6366.0 ... 10629.20 6322.0 6404.0 PF
70 PF511 20250919 6352.0 6362.0 ... 681025.57 6320.0 6406.0 PF
71 PF512 20250919 6330.0 6342.0 ... 380648.52 6304.0 6378.0 PF
72 PF601 20250919 6382.0 6386.0 ... 38485.20 6340.0 6420.0 PF
73 PF602 20250919 6386.0 6392.0 ... 104942.44 6358.0 6414.0 PF
74 PF603 20250919 6382.0 6398.0 ... 352.15 6346.0 6456.0 PF
75 PF604 20250919 6444.0 6444.0 ... 291.47 6406.0 6492.0 PF
76 PF605 20250919 6460.0 6460.0 ... 246.97 6416.0 6506.0 PF
77 PF606 20250919 6482.0 6482.0 ... 19.25 6418.0 6516.0 PF
78 PF607 20250919 6414.0 6500.0 ... 16.10 6442.0 6542.0 PF
79 PF608 20250919 0.0 0.0 ... 0.00 6450.0 6566.0 PF
80 PF609 20250919 6480.0 6480.0 ... 6.48 6480.0 6554.0 PF
81 PK510 20250919 7846.0 7918.0 ... 13587.30 7868.0 7842.0 PK
82 PK511 20250919 7866.0 7922.0 ... 677885.13 7876.0 7844.0 PK
83 PK512 20250919 7870.0 7916.0 ... 287234.98 7872.0 7846.0 PK
84 PK601 20250919 7846.0 7906.0 ... 62644.57 7872.0 7834.0 PK
85 PK603 20250919 7866.0 7902.0 ... 622.63 7882.0 7854.0 PK
86 PK604 20250919 7874.0 7900.0 ... 86.72 7884.0 7864.0 PK
87 PK605 20250919 7880.0 7908.0 ... 5897.91 7890.0 7872.0 PK
88 PL601 20250919 6424.0 6462.0 ... 49289.43 6411.0 6443.0 PL
89 PL602 20250919 6458.0 6479.0 ... 2194.38 6454.0 6471.0 PL
90 PL603 20250919 6451.0 6451.0 ... 64.45 6445.0 6502.0 PL
91 PL604 20250919 0.0 0.0 ... 0.00 6463.0 6477.0 PL
92 PL605 20250919 0.0 0.0 ... 0.00 6385.0 6419.0 PL
93 PL606 20250919 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250919 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250919 5830.0 5840.0 ... 3783.29 5812.0 5866.0 PR
104 PR511 20250919 5828.0 5830.0 ... 501945.95 5794.0 5878.0 PR
105 PR512 20250919 5834.0 5836.0 ... 386281.19 5806.0 5884.0 PR
106 PR601 20250919 5836.0 5836.0 ... 126679.54 5802.0 5866.0 PR
107 PR602 20250919 5872.0 5876.0 ... 2863.07 5838.0 5892.0 PR
108 PR603 20250919 5846.0 5846.0 ... 52.50 5834.0 5906.0 PR
109 PR604 20250919 5848.0 5848.0 ... 61.23 5832.0 5924.0 PR
110 PR605 20250919 5836.0 5860.0 ... 61.31 5840.0 5960.0 PR
111 PR606 20250919 0.0 0.0 ... 0.00 5904.0 5936.0 PR
112 PR607 20250919 0.0 0.0 ... 0.00 5912.0 5952.0 PR
113 PR608 20250919 0.0 0.0 ... 0.00 5914.0 5958.0 PR
114 PR609 20250919 0.0 0.0 ... 0.00 5910.0 5932.0 PR
115 PX510 20250919 6754.0 6764.0 ... 1384.74 6690.0 6754.0 PX
116 PX511 20250919 6698.0 6718.0 ... 904148.53 6640.0 6764.0 PX
117 PX512 20250919 6690.0 6708.0 ... 338676.96 6644.0 6748.0 PX
118 PX601 20250919 6680.0 6694.0 ... 180923.08 6634.0 6728.0 PX
119 PX602 20250919 6666.0 6694.0 ... 29964.67 6644.0 6720.0 PX
120 PX603 20250919 6624.0 6624.0 ... 9.92 6614.0 6718.0 PX
121 PX604 20250919 6586.0 6586.0 ... 3.29 6586.0 6718.0 PX
122 PX605 20250919 6686.0 6690.0 ... 5504.77 6628.0 6710.0 PX
123 PX606 20250919 6606.0 6606.0 ... 3.30 6606.0 6686.0 PX
124 PX607 20250919 6596.0 6622.0 ... 9.92 6614.0 6734.0 PX
125 PX608 20250919 6622.0 6622.0 ... 3.31 6622.0 6694.0 PX
126 PX609 20250919 6652.0 6658.0 ... 16.63 6652.0 6724.0 PX
127 RI511 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250919 2508.0 2553.0 ... 26192.61 2527.0 2500.0 RM
134 RM601 20250919 2475.0 2530.0 ... 940248.65 2498.0 2469.0 RM
135 RM603 20250919 2378.0 2417.0 ... 12803.73 2402.0 2378.0 RM
136 RM605 20250919 2361.0 2389.0 ... 139688.21 2374.0 2362.0 RM
137 RM607 20250919 2349.0 2377.0 ... 6926.42 2362.0 2353.0 RM
138 RM608 20250919 2450.0 2470.0 ... 1160.23 2458.0 2457.0 RM
139 RM609 20250919 2436.0 2455.0 ... 3011.98 2447.0 2440.0 RM
140 RS511 20250919 5312.0 5372.0 ... 79.93 5329.0 5276.0 RS
141 RS607 20250919 5567.0 5628.0 ... 194.88 5568.0 5558.0 RS
142 RS608 20250919 5537.0 5638.0 ... 167.11 5570.0 5558.0 RS
143 RS609 20250919 5601.0 5601.0 ... 44.70 5588.0 5555.0 RS
144 SA510 20250919 1221.0 1232.0 ... 8151.28 1223.0 1227.0 SA
145 SA511 20250919 1227.0 1242.0 ... 431111.27 1233.0 1239.0 SA
146 SA512 20250919 1295.0 1309.0 ... 148028.64 1301.0 1303.0 SA
147 SA601 20250919 1305.0 1321.0 ... 2419891.75 1312.0 1317.0 SA
148 SA602 20250919 1338.0 1353.0 ... 291521.27 1344.0 1351.0 SA
149 SA603 20250919 1345.0 1359.0 ... 1823.16 1350.0 1352.0 SA
150 SA604 20250919 1394.0 1404.0 ... 438.40 1396.0 1397.0 SA
151 SA605 20250919 1397.0 1412.0 ... 84988.85 1403.0 1405.0 SA
152 SA606 20250919 1409.0 1424.0 ... 690.31 1415.0 1414.0 SA
153 SA607 20250919 1410.0 1425.0 ... 940.87 1417.0 1415.0 SA
154 SA608 20250919 1437.0 1449.0 ... 653.96 1440.0 1438.0 SA
155 SA609 20250919 1442.0 1456.0 ... 2965.37 1449.0 1446.0 SA
156 SF510 20250919 5598.0 5628.0 ... 17784.47 5594.0 5602.0 SF
157 SF511 20250919 5768.0 5810.0 ... 661962.22 5764.0 5780.0 SF
158 SF512 20250919 5746.0 5790.0 ... 229398.42 5746.0 5752.0 SF
159 SF601 20250919 5752.0 5792.0 ... 172968.35 5752.0 5760.0 SF
160 SF602 20250919 5714.0 5748.0 ... 31571.90 5710.0 5714.0 SF
161 SF603 20250919 5876.0 5876.0 ... 161.44 5870.0 5868.0 SF
162 SF604 20250919 5888.0 5888.0 ... 8.81 5876.0 5892.0 SF
163 SF605 20250919 5858.0 5894.0 ... 2341.56 5854.0 5860.0 SF
164 SF606 20250919 5854.0 5854.0 ... 29.10 5820.0 5834.0 SF
165 SF607 20250919 5986.0 5986.0 ... 71.64 5970.0 5966.0 SF
166 SF608 20250919 5938.0 5968.0 ... 17.86 5952.0 5954.0 SF
167 SF609 20250919 5958.0 5974.0 ... 41.68 5954.0 5954.0 SF
168 SH510 20250919 2512.0 2547.0 ... 26339.48 2523.0 2503.0 SH
169 SH511 20250919 2532.0 2596.0 ... 697787.08 2562.0 2538.0 SH
170 SH512 20250919 2585.0 2655.0 ... 318771.88 2618.0 2596.0 SH
171 SH601 20250919 2583.0 2657.0 ... 3758394.12 2623.0 2600.0 SH
172 SH602 20250919 2591.0 2676.0 ... 133977.83 2636.0 2623.0 SH
173 SH603 20250919 2621.0 2687.0 ... 2166.08 2655.0 2637.0 SH
174 SH604 20250919 2665.0 2727.0 ... 194.74 2705.0 2686.0 SH
175 SH605 20250919 2673.0 2737.0 ... 27644.74 2706.0 2689.0 SH
176 SH606 20250919 2723.0 2745.0 ... 171.79 2727.0 2705.0 SH
177 SH607 20250919 2723.0 2730.0 ... 57.30 2729.0 2687.0 SH
178 SH608 20250919 2720.0 2740.0 ... 81.89 2730.0 2686.0 SH
179 SH609 20250919 2704.0 2746.0 ... 212.73 2727.0 2710.0 SH
180 SM510 20250919 5920.0 5920.0 ... 7796.89 5880.0 5870.0 SM
181 SM511 20250919 5958.0 5988.0 ... 340828.24 5950.0 5946.0 SM
182 SM512 20250919 5958.0 5994.0 ... 68239.48 5966.0 5954.0 SM
183 SM601 20250919 5970.0 6012.0 ... 498718.17 5980.0 5976.0 SM
184 SM602 20250919 5976.0 6014.0 ... 247699.21 5978.0 5974.0 SM
185 SM603 20250919 5984.0 6026.0 ... 125.89 5996.0 5994.0 SM
186 SM604 20250919 5978.0 5978.0 ... 5.98 5978.0 5990.0 SM
187 SM605 20250919 6020.0 6050.0 ... 6701.37 6014.0 6010.0 SM
188 SM606 20250919 6004.0 6016.0 ... 9.01 6010.0 6020.0 SM
189 SM607 20250919 6024.0 6038.0 ... 18.09 6030.0 6042.0 SM
190 SM608 20250919 0.0 0.0 ... 0.00 6048.0 6048.0 SM
191 SM609 20250919 5996.0 6062.0 ... 592.73 6048.0 6038.0 SM
192 SR511 20250919 5494.0 5498.0 ... 129999.26 5483.0 5508.0 SR
193 SR601 20250919 5467.0 5475.0 ... 1231092.02 5460.0 5496.0 SR
194 SR603 20250919 5478.0 5627.0 ... 2518.62 5452.0 5484.0 SR
195 SR605 20250919 5454.0 5458.0 ... 123714.30 5443.0 5472.0 SR
196 SR607 20250919 5468.0 5468.0 ... 7015.44 5451.0 5481.0 SR
197 SR609 20250919 5482.0 5482.0 ... 3208.20 5465.0 5490.0 SR
198 TA510 20250919 4644.0 4652.0 ... 19846.93 4602.0 4674.0 TA
199 TA511 20250919 4660.0 4666.0 ... 337397.94 4620.0 4690.0 TA
200 TA512 20250919 4662.0 4678.0 ... 172696.00 4630.0 4706.0 TA
201 TA601 20250919 4674.0 4688.0 ... 1981431.35 4638.0 4708.0 TA
202 TA602 20250919 4684.0 4698.0 ... 29048.53 4648.0 4712.0 TA
203 TA603 20250919 4704.0 4704.0 ... 79.22 4660.0 4738.0 TA
204 TA604 20250919 0.0 0.0 ... 0.00 4644.0 4744.0 TA
205 TA605 20250919 4710.0 4726.0 ... 66900.31 4672.0 4740.0 TA
206 TA606 20250919 4722.0 4722.0 ... 7.05 4702.0 4730.0 TA
207 TA607 20250919 4708.0 4716.0 ... 7.06 4708.0 4760.0 TA
208 TA608 20250919 0.0 0.0 ... 0.00 4688.0 4746.0 TA
209 TA609 20250919 4752.0 4752.0 ... 159.95 4704.0 4760.0 TA
210 UR510 20250919 1580.0 1581.0 ... 2914.24 1574.0 1577.0 UR
211 UR511 20250919 1662.0 1662.0 ... 52488.70 1647.0 1653.0 UR
212 UR512 20250919 1663.0 1669.0 ... 16142.54 1657.0 1664.0 UR
213 UR601 20250919 1672.0 1676.0 ... 375626.62 1666.0 1671.0 UR
214 UR602 20250919 1679.0 1681.0 ... 672.08 1672.0 1677.0 UR
215 UR603 20250919 1724.0 1727.0 ... 106.45 1717.0 1722.0 UR
216 UR604 20250919 1727.0 1728.0 ... 17.24 1724.0 1725.0 UR
217 UR605 20250919 1725.0 1732.0 ... 25363.67 1724.0 1726.0 UR
218 UR606 20250919 1727.0 1730.0 ... 124.13 1724.0 1724.0 UR
219 UR607 20250919 1760.0 1763.0 ... 84.36 1758.0 1757.0 UR
220 UR608 20250919 1753.0 1753.0 ... 3.51 1753.0 1749.0 UR
221 UR609 20250919 1745.0 1752.0 ... 185.18 1747.0 1746.0 UR
222 WH511 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:26:38,495 - future_1d - INFO - ak.get_czce_daily('2025-09-19') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250919 ... 79840 79800 CU
1 1 CU2511 20250919 ... 79820 79780 CU
2 2 CU2512 20250919 ... 79810 79760 CU
3 3 CU2601 20250919 ... 79810 79800 CU
4 4 CU2602 20250919 ... 79800 79780 CU
5 5 CU2603 20250919 ... 79830 79840 CU
6 6 CU2604 20250919 ... 79860 79790 CU
7 7 CU2605 20250919 ... 79910 79820 CU
8 8 CU2606 20250919 ... 79850 79780 CU
9 9 CU2607 20250919 ... 79840 79720 CU
10 10 CU2608 20250919 ... 79800 79790 CU
11 11 CU2609 20250919 ... 79780 79830 CU
12 12 BC2510 20250919 ... 70760 70760 BC
13 13 BC2511 20250919 ... 70890 70820 BC
14 14 BC2512 20250919 ... 71670 71670 BC
15 15 BC2601 20250919 ... 71000 71000 BC
16 16 BC2602 20250919 ... 71100 71100 BC
17 17 BC2603 20250919 ... 71200 71200 BC
18 18 BC2604 20250919 ... 71300 71300 BC
19 19 BC2605 20250919 ... 71300 71300 BC
20 20 BC2606 20250919 ... 71400 71400 BC
21 21 BC2607 20250919 ... 71400 71400 BC
22 22 BC2608 20250919 ... 71400 71400 BC
23 23 BC2609 20250919 ... 71550 71550 BC
24 24 AL2510 20250919 ... 20805 20775 AL
25 25 AL2511 20250919 ... 20820 20795 AL
26 26 AL2512 20250919 ... 20820 20790 AL
27 27 AL2601 20250919 ... 20815 20790 AL
28 28 AL2602 20250919 ... 20815 20790 AL
29 29 AL2603 20250919 ... 20840 20810 AL
30 30 AL2604 20250919 ... 20855 20820 AL
31 31 AL2605 20250919 ... 20865 20825 AL
32 32 AL2606 20250919 ... 20850 20845 AL
33 33 AL2607 20250919 ... 20865 20825 AL
34 34 AL2608 20250919 ... 20885 20830 AL
35 35 AL2609 20250919 ... 20850 20835 AL
36 36 ZN2510 20250919 ... 22065 22075 ZN
37 37 ZN2511 20250919 ... 22060 22085 ZN
38 38 ZN2512 20250919 ... 22080 22115 ZN
39 39 ZN2601 20250919 ... 22100 22150 ZN
40 40 ZN2602 20250919 ... 22125 22180 ZN
41 41 ZN2603 20250919 ... 22160 22175 ZN
42 42 ZN2604 20250919 ... 22200 22225 ZN
43 43 ZN2605 20250919 ... 22230 22260 ZN
44 44 ZN2606 20250919 ... 22240 22265 ZN
45 45 ZN2607 20250919 ... 22260 22275 ZN
46 46 ZN2608 20250919 ... 22290 22295 ZN
47 47 ZN2609 20250919 ... 22305 22335 ZN
48 48 PB2510 20250919 ... 17140 17110 PB
49 49 PB2511 20250919 ... 17170 17130 PB
50 50 PB2512 20250919 ... 17175 17135 PB
51 51 PB2601 20250919 ... 17170 17135 PB
52 52 PB2602 20250919 ... 17175 17175 PB
53 53 PB2603 20250919 ... 17190 17190 PB
54 54 PB2604 20250919 ... 17235 17195 PB
55 55 PB2605 20250919 ... 17210 17180 PB
56 56 PB2606 20250919 ... 17145 17145 PB
57 57 PB2607 20250919 ... 17225 17185 PB
58 58 PB2608 20250919 ... 17245 17190 PB
59 59 PB2609 20250919 ... 17210 17220 PB
60 60 NI2510 20250919 ... 121320 121570 NI
61 61 NI2511 20250919 ... 121520 121700 NI
62 62 NI2512 20250919 ... 121810 121890 NI
63 63 NI2601 20250919 ... 121930 122100 NI
64 64 NI2602 20250919 ... 122110 122330 NI
65 65 NI2603 20250919 ... 122540 122460 NI
66 66 NI2604 20250919 ... 122710 122640 NI
67 67 NI2605 20250919 ... 122950 122910 NI
68 68 NI2606 20250919 ... 123120 123030 NI
69 69 NI2607 20250919 ... 123440 123210 NI
70 70 NI2608 20250919 ... 123490 123600 NI
71 71 NI2609 20250919 ... 123530 123850 NI
72 72 SN2510 20250919 ... 268470 270240 SN
73 73 SN2511 20250919 ... 268840 270460 SN
74 74 SN2512 20250919 ... 269060 270420 SN
75 75 SN2601 20250919 ... 269200 270430 SN
76 76 SN2602 20250919 ... 269420 270580 SN
77 77 SN2603 20250919 ... 269440 270650 SN
78 78 SN2604 20250919 ... 270080 271420 SN
79 79 SN2605 20250919 ... 269840 270780 SN
80 80 SN2606 20250919 ... 269920 271460 SN
81 81 SN2607 20250919 ... 270550 272240 SN
82 82 SN2608 20250919 ... 270360 272130 SN
83 83 SN2609 20250919 ... 271330 271810 SN
84 84 AO2510 20250919 ... 2915 2923 AO
85 85 AO2511 20250919 ... 2919 2927 AO
86 86 AO2512 20250919 ... 2927 2935 AO
87 87 AO2601 20250919 ... 2936 2948 AO
88 88 AO2602 20250919 ... 2947 2949 AO
89 89 AO2603 20250919 ... 3016 3019 AO
90 90 AO2604 20250919 ... 3023 3025 AO
91 91 AO2605 20250919 ... 3029 3032 AO
92 92 AO2606 20250919 ... 3032 3036 AO
93 93 AO2607 20250919 ... 3038 3043 AO
94 94 AO2608 20250919 ... 3048 3059 AO
95 95 AO2609 20250919 ... 3062 3081 AO
96 96 AD2511 20250919 ... 20320 20325 AD
97 97 AD2512 20250919 ... 20350 20355 AD
98 98 AD2601 20250919 ... 20380 20345 AD
99 99 AD2602 20250919 ... 20355 20365 AD
100 100 AD2603 20250919 ... 20415 20500 AD
101 101 AD2604 20250919 ... 20345 20485 AD
102 102 AD2605 20250919 ... 20355 20355 AD
103 103 AD2606 20250919 ... 20305 20305 AD
104 104 AD2607 20250919 ... 20510 20510 AD
105 105 AD2608 20250919 ... 20515 20515 AD
106 106 AD2609 20250919 ... 20515 20515 AD
107 107 AU2510 20250919 ... 826.86 831.8 AU
108 108 AU2511 20250919 ... 828.7 832.92 AU
109 109 AU2512 20250919 ... 829.78 833.96 AU
110 110 AU2602 20250919 ... 832.14 836.52 AU
111 111 AU2604 20250919 ... 834.24 838.64 AU
112 112 AU2606 20250919 ... 836.56 840.78 AU
113 113 AU2608 20250919 ... 839.52 843.44 AU
114 114 AU2610 20250919 ... 842.9 846.74 AU
115 115 AG2510 20250919 ... 9903 9882 AG
116 116 AG2511 20250919 ... 9928 9884 AG
117 117 AG2512 20250919 ... 9938 9908 AG
118 118 AG2601 20250919 ... 9951 9921 AG
119 119 AG2602 20250919 ... 9960 9934 AG
120 120 AG2603 20250919 ... 9983 9939 AG
121 121 AG2604 20250919 ... 9989 9961 AG
122 122 AG2605 20250919 ... 10006 9971 AG
123 123 AG2606 20250919 ... 10021 9976 AG
124 124 AG2607 20250919 ... 10032 10001 AG
125 125 AG2608 20250919 ... 10046 10003 AG
126 126 AG2609 20250919 ... 10059 10025 AG
127 127 RB2510 20250919 ... 3069 3057 RB
128 128 RB2511 20250919 ... 3083 3075 RB
129 129 RB2512 20250919 ... 3139 3131 RB
130 130 RB2601 20250919 ... 3158 3149 RB
131 131 RB2602 20250919 ... 3162 3155 RB
132 132 RB2603 20250919 ... 3184 3179 RB
133 133 RB2604 20250919 ... 3198 3217 RB
134 134 RB2605 20250919 ... 3218 3208 RB
135 135 RB2606 20250919 ... 3230 3227 RB
136 136 RB2607 20250919 ... 3241 3240 RB
137 137 RB2608 20250919 ... 3239 3238 RB
138 138 RB2609 20250919 ... 3253 3242 RB
139 139 WR2510 20250919 ... 3283 3279 WR
140 140 WR2511 20250919 ... 3302 3302 WR
141 141 WR2512 20250919 ... 3324 3324 WR
142 142 WR2601 20250919 ... 3349 3349 WR
143 143 WR2602 20250919 ... 3358 3358 WR
144 144 WR2603 20250919 ... 3399 3395 WR
145 145 WR2604 20250919 ... 3389 3389 WR
146 146 WR2605 20250919 ... 3414 3414 WR
147 147 WR2606 20250919 ... 3372 3372 WR
148 148 WR2607 20250919 ... 3390 3390 WR
149 149 WR2608 20250919 ... 3399 3399 WR
150 150 WR2609 20250919 ... 3466 3553 WR
151 151 HC2510 20250919 ... 3400 3403 HC
152 152 HC2511 20250919 ... 3382 3390 HC
153 153 HC2512 20250919 ... 3370 3383 HC
154 154 HC2601 20250919 ... 3362 3368 HC
155 155 HC2602 20250919 ... 3360 3374 HC
156 156 HC2603 20250919 ... 3365 3370 HC
157 157 HC2604 20250919 ... 3371 3373 HC
158 158 HC2605 20250919 ... 3372 3377 HC
159 159 HC2606 20250919 ... 3377 3395 HC
160 160 HC2607 20250919 ... 3384 3402 HC
161 161 HC2608 20250919 ... 3381 3385 HC
162 162 HC2609 20250919 ... 3401 3407 HC
163 163 SS2510 20250919 ... 12755 12790 SS
164 164 SS2511 20250919 ... 12870 12910 SS
165 165 SS2512 20250919 ... 12910 12950 SS
166 166 SS2601 20250919 ... 12970 13020 SS
167 167 SS2602 20250919 ... 13025 13095 SS
168 168 SS2603 20250919 ... 13105 13145 SS
169 169 SS2604 20250919 ... 13155 13205 SS
170 170 SS2605 20250919 ... 13225 13280 SS
171 171 SS2606 20250919 ... 13315 13315 SS
172 172 SS2607 20250919 ... 13350 13350 SS
173 173 SS2608 20250919 ... 13400 13415 SS
174 174 SS2609 20250919 ... 13475 13495 SS
175 175 SC2510 20250919 ... 492.1 495.5 SC
176 176 SC2511 20250919 ... 491.2 496.3 SC
177 177 SC2512 20250919 ... 489.8 493.5 SC
178 178 SC2601 20250919 ... 488.5 491.9 SC
179 179 SC2602 20250919 ... 486.6 490.4 SC
180 180 SC2603 20250919 ... 486 489.8 SC
181 181 SC2604 20250919 ... 486 488 SC
182 182 SC2605 20250919 ... 485.4 487.2 SC
183 183 SC2606 20250919 ... 485.8 487 SC
184 184 SC2607 20250919 ... 484.6 485.2 SC
185 185 SC2608 20250919 ... 483 483.9 SC
186 186 SC2609 20250919 ... 480.8 483.8 SC
187 187 SC2612 20250919 ... 477.1 482.5 SC
188 188 SC2703 20250919 ... 475.1 475.1 SC
189 189 SC2706 20250919 ... 469.2 476.8 SC
190 190 SC2709 20250919 ... 473.2 473.2 SC
191 191 SC2712 20250919 ... 472.9 474.1 SC
192 192 SC2803 20250919 ... 471 471.2 SC
193 193 SC2806 20250919 ... 467.5 472.5 SC
194 194 SC2809 20250919 ... 465.7 465.7 SC
195 195 LU2510 20250919 ... 3372 3418 LU
196 196 LU2511 20250919 ... 3405 3428 LU
197 197 LU2512 20250919 ... 3388 3410 LU
198 198 LU2601 20250919 ... 3382 3403 LU
199 199 LU2602 20250919 ... 3362 3389 LU
200 200 LU2603 20250919 ... 3362 3378 LU
201 201 LU2604 20250919 ... 3345 3365 LU
202 202 LU2605 20250919 ... 3346 3374 LU
203 203 LU2606 20250919 ... 3352 3360 LU
204 204 LU2607 20250919 ... 3350 3358 LU
205 205 LU2608 20250919 ... 3342 3346 LU
206 206 LU2609 20250919 ... 3329 3325 LU
207 207 FU2510 20250919 ... 2834 2811 FU
208 208 FU2511 20250919 ... 2850 2834 FU
209 209 FU2512 20250919 ... 2830 2821 FU
210 210 FU2601 20250919 ... 2818 2807 FU
211 211 FU2602 20250919 ... 2795 2788 FU
212 212 FU2603 20250919 ... 2788 2779 FU
213 213 FU2604 20250919 ... 2783 2773 FU
214 214 FU2605 20250919 ... 2772 2763 FU
215 215 FU2606 20250919 ... 2756 2749 FU
216 216 FU2607 20250919 ... 2737 2738 FU
217 217 FU2608 20250919 ... 2729 2727 FU
218 218 FU2609 20250919 ... 2711 2707 FU
219 219 BU2510 20250919 ... 3433 3443 BU
220 220 BU2511 20250919 ... 3425 3436 BU
221 221 BU2512 20250919 ... 3381 3393 BU
222 222 BU2601 20250919 ... 3361 3375 BU
223 223 BU2602 20250919 ... 3363 3377 BU
224 224 BU2603 20250919 ... 3364 3382 BU
225 225 BU2604 20250919 ... 3364 3367 BU
226 226 BU2605 20250919 ... 3347 3375 BU
227 227 BU2606 20250919 ... 3356 3371 BU
228 228 BU2607 20250919 ... 3348 3348 BU
229 229 BU2608 20250919 ... 3369 3369 BU
230 230 BU2609 20250919 ... 3349 3356 BU
231 231 BU2612 20250919 ... 3314 3314 BU
232 232 BU2703 20250919 ... 3312 3322 BU
233 233 BU2706 20250919 ... 3318 3331 BU
234 234 BU2709 20250919 ... 3342 3314 BU
235 235 BR2510 20250919 ... 11545 11510 BR
236 236 BR2511 20250919 ... 11470 11455 BR
237 237 BR2512 20250919 ... 11460 11450 BR
238 238 BR2601 20250919 ... 11470 11470 BR
239 239 BR2602 20250919 ... 11500 11460 BR
240 240 BR2603 20250919 ... 11475 11490 BR
241 241 BR2604 20250919 ... 11535 11560 BR
242 242 BR2605 20250919 ... 11525 11500 BR
243 243 BR2606 20250919 ... 11630 11635 BR
244 244 BR2607 20250919 ... 11715 11715 BR
245 245 BR2608 20250919 ... 11770 11780 BR
246 246 BR2609 20250919 ... 11645 11675 BR
247 247 RU2510 20250919 ... 14670 14740 RU
248 248 RU2511 20250919 ... 14645 14700 RU
249 249 RU2601 20250919 ... 15530 15630 RU
250 250 RU2603 20250919 ... 15525 15705 RU
251 251 RU2604 20250919 ... 15505 15650 RU
252 252 RU2605 20250919 ... 15515 15610 RU
253 253 RU2606 20250919 ... 15565 15670 RU
254 254 RU2607 20250919 ... 15585 15780 RU
255 255 RU2608 20250919 ... 15585 15660 RU
256 256 RU2609 20250919 ... 15570 15665 RU
257 257 NR2510 20250919 ... 12280 12305 NR
258 258 NR2511 20250919 ... 12290 12330 NR
259 259 NR2512 20250919 ... 12335 12355 NR
260 260 NR2601 20250919 ... 12370 12400 NR
261 261 NR2602 20250919 ... 12405 12455 NR
262 262 NR2603 20250919 ... 12375 12435 NR
263 263 NR2604 20250919 ... 12435 12405 NR
264 264 NR2605 20250919 ... 12470 12455 NR
265 265 NR2606 20250919 ... 12440 12440 NR
266 266 NR2607 20250919 ... 12650 12655 NR
267 267 NR2608 20250919 ... 12685 12685 NR
268 268 NR2609 20250919 ... 12510 12510 NR
269 269 SP2510 20250919 ... 4990 4986 SP
270 270 SP2511 20250919 ... 5020 5008 SP
271 271 SP2512 20250919 ... 5038 5026 SP
272 272 SP2601 20250919 ... 5320 5318 SP
273 273 SP2602 20250919 ... 5310 5316 SP
274 274 SP2603 20250919 ... 5324 5328 SP
275 275 SP2604 20250919 ... 5322 5318 SP
276 276 SP2605 20250919 ... 5338 5336 SP
277 277 SP2606 20250919 ... 5338 5342 SP
278 278 SP2607 20250919 ... 5346 5346 SP
279 279 SP2608 20250919 ... 5344 5338 SP
280 280 SP2609 20250919 ... 5354 5352 SP
281 281 OP2601 20250919 ... 4232 4232 OP
282 282 OP2602 20250919 ... 4232 4234 OP
283 283 OP2603 20250919 ... 4238 4228 OP
284 284 OP2604 20250919 ... 4260 4260 OP
285 285 OP2605 20250919 ... 4256 4256 OP
286 286 OP2606 20250919 ... 4242 4242 OP
287 287 OP2607 20250919 ... 4258 4262 OP
288 288 OP2608 20250919 ... 4244 4242 OP
289 289 OP2609 20250919 ... 4342 4256 OP
290 290 EC2510 20250919 ... 1072.3 1117.6 EC
291 291 EC2512 20250919 ... 1626.1 1663 EC
292 292 EC2602 20250919 ... 1552.7 1564.7 EC
293 293 EC2604 20250919 ... 1250.7 1271.7 EC
294 294 EC2606 20250919 ... 1438.3 1456.6 EC
295 295 EC2608 20250919 ... 1595 1615.3 EC
296 297 SC_TAS2511 20250919 ... SC_TAS
297 298 SC_TAS2512 20250919 ... SC_TAS
298 299 SC_TAS2601 20250919 ... SC_TAS
[299 rows x 13 columns]
2025-09-22 18:26:38,597 - future_1d - INFO - ak.get_shfe_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 a2511 20250919 3906.00 ... 3906.00 3892.00 A
1 a2601 20250919 3901.00 ... 3903.00 3893.00 A
2 a2603 20250919 3907.00 ... 3909.00 3900.00 A
3 a2605 20250919 3943.00 ... 3948.00 3940.00 A
4 a2607 20250919 3950.00 ... 3952.00 3944.00 A
5 a2609 20250919 3960.00 ... 3961.00 3953.00 A
6 b2510 20250919 3661.00 ... 3687.00 3674.00 B
7 b2511 20250919 3659.00 ... 3685.00 3670.00 B
8 b2512 20250919 3700.00 ... 3719.00 3709.00 B
9 b2601 20250919 3690.00 ... 3715.00 3704.00 B
10 b2602 20250919 3691.00 ... 3706.00 3687.00 B
11 b2603 20250919 3648.00 ... 3658.00 3654.00 B
12 b2604 20250919 3543.00 ... 3558.00 3545.00 B
13 b2605 20250919 3472.00 ... 3489.00 3484.00 B
14 b2606 20250919 3448.00 ... 3465.00 3459.00 B
15 b2607 20250919 3462.00 ... 3464.00 3457.00 B
16 b2608 20250919 3350.00 ... 3521.00 3562.00 B
17 b2609 20250919 3565.00 ... 3578.00 3574.00 B
18 bb2511 20250919 141.85 ... 142.00 142.20 BB
19 bb2601 20250919 0.00 ... 146.65 146.65 BB
20 bb2603 20250919 0.00 ... 146.85 146.85 BB
21 bb2605 20250919 0.00 ... 141.45 141.60 BB
22 bb2607 20250919 0.00 ... 146.20 146.40 BB
23 bb2609 20250919 0.00 ... 146.20 146.40 BB
24 bz2603 20250919 5999.00 ... 5979.00 6021.00 BZ
25 bz2604 20250919 5964.00 ... 5947.00 5974.00 BZ
26 bz2605 20250919 5982.00 ... 5975.00 5981.00 BZ
27 bz2606 20250919 0.00 ... 5954.00 5954.00 BZ
28 bz2607 20250919 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250919 0.00 ... 5949.00 5955.00 BZ
30 c2511 20250919 2178.00 ... 2171.00 2170.00 C
31 c2601 20250919 2165.00 ... 2161.00 2162.00 C
32 c2603 20250919 2173.00 ... 2171.00 2171.00 C
33 c2605 20250919 2229.00 ... 2228.00 2229.00 C
34 c2607 20250919 2240.00 ... 2239.00 2241.00 C
35 c2609 20250919 2179.00 ... 2234.00 2254.00 C
36 cs2511 20250919 2472.00 ... 2468.00 2465.00 CS
37 cs2601 20250919 2489.00 ... 2483.00 2489.00 CS
38 cs2603 20250919 2492.00 ... 2489.00 2492.00 CS
39 cs2605 20250919 2576.00 ... 2570.00 2573.00 CS
40 cs2607 20250919 2573.00 ... 2573.00 2577.00 CS
41 cs2609 20250919 2597.00 ... 2597.00 2597.00 CS
42 eb2509 20250919 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250919 7072.00 ... 7021.00 7079.00 EB
44 eb2511 20250919 7080.00 ... 7024.00 7090.00 EB
45 eb2512 20250919 7080.00 ... 7033.00 7099.00 EB
46 eb2601 20250919 7120.00 ... 7070.00 7130.00 EB
47 eb2602 20250919 7122.00 ... 7104.00 7156.00 EB
48 eb2603 20250919 7154.00 ... 7131.00 7183.00 EB
49 eb2604 20250919 7181.00 ... 7171.00 7230.00 EB
50 eb2605 20250919 7220.00 ... 7185.00 7251.00 EB
51 eb2606 20250919 0.00 ... 7260.00 7260.00 EB
52 eb2607 20250919 0.00 ... 7276.00 7283.00 EB
53 eb2608 20250919 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250919 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250919 4297.00 ... 4282.00 4314.00 EG
56 eg2511 20250919 4281.00 ... 4247.00 4275.00 EG
57 eg2512 20250919 4236.00 ... 4240.00 4275.00 EG
58 eg2601 20250919 4276.00 ... 4259.00 4282.00 EG
59 eg2602 20250919 4265.00 ... 4265.00 4284.00 EG
60 eg2603 20250919 4270.00 ... 4266.00 4298.00 EG
61 eg2604 20250919 4316.00 ... 4314.00 4338.00 EG
62 eg2605 20250919 4328.00 ... 4314.00 4340.00 EG
63 eg2606 20250919 4317.00 ... 4311.00 4358.00 EG
64 eg2607 20250919 4320.00 ... 4321.00 4343.00 EG
65 eg2608 20250919 0.00 ... 4399.00 4399.00 EG
66 fb2510 20250919 1255.00 ... 1259.50 1259.50 FB
67 fb2511 20250919 1254.00 ... 1254.00 1252.00 FB
68 fb2512 20250919 1257.50 ... 1255.00 1256.00 FB
69 fb2601 20250919 1255.50 ... 1253.50 1252.00 FB
70 fb2602 20250919 1255.00 ... 1254.00 1250.50 FB
71 fb2603 20250919 1247.00 ... 1247.00 1246.00 FB
72 fb2604 20250919 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250919 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250919 1303.50 ... 1298.00 1322.50 FB
75 fb2607 20250919 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250919 1269.50 ... 1270.00 1281.00 FB
77 fb2609 20250919 0.00 ... 1296.00 1296.00 FB
78 i2510 20250919 822.00 ... 823.50 820.50 I
79 i2511 20250919 815.00 ... 819.00 814.50 I
80 i2512 20250919 809.50 ... 813.00 809.00 I
81 i2601 20250919 802.50 ... 805.50 801.00 I
82 i2602 20250919 796.50 ... 801.00 795.50 I
83 i2603 20250919 791.50 ... 795.50 790.50 I
84 i2604 20250919 790.00 ... 790.50 786.50 I
85 i2605 20250919 779.00 ... 784.00 780.00 I
86 i2606 20250919 775.50 ... 778.50 775.00 I
87 i2607 20250919 770.00 ... 773.50 770.50 I
88 i2608 20250919 765.00 ... 768.50 765.50 I
89 i2609 20250919 760.50 ... 762.50 761.00 I
90 j2510 20250919 1623.00 ... 1624.00 1626.50 J
91 j2511 20250919 1641.50 ... 1657.50 1655.00 J
92 j2512 20250919 1700.00 ... 1700.00 1691.00 J
93 j2601 20250919 1709.00 ... 1725.50 1725.50 J
94 j2602 20250919 0.00 ... 1754.00 1754.00 J
95 j2603 20250919 0.00 ... 1763.50 1763.50 J
96 j2604 20250919 0.00 ... 1814.00 1814.00 J
97 j2605 20250919 1854.50 ... 1866.50 1853.50 J
98 j2606 20250919 1866.50 ... 1866.50 1879.50 J
99 j2607 20250919 0.00 ... 1878.50 1878.50 J
100 j2608 20250919 1884.50 ... 1891.00 1906.00 J
101 j2609 20250919 1901.00 ... 1923.50 1902.00 J
102 jd2509 20250919 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250919 3043.00 ... 3038.00 3041.00 JD
104 jd2511 20250919 3130.00 ... 3122.00 3119.00 JD
105 jd2512 20250919 3260.00 ... 3259.00 3242.00 JD
106 jd2601 20250919 3421.00 ... 3423.00 3396.00 JD
107 jd2602 20250919 3138.00 ... 3160.00 3131.00 JD
108 jd2603 20250919 3161.00 ... 3183.00 3148.00 JD
109 jd2604 20250919 3313.00 ... 3349.00 3318.00 JD
110 jd2605 20250919 3448.00 ... 3466.00 3432.00 JD
111 jd2606 20250919 3259.00 ... 3274.00 3245.00 JD
112 jd2607 20250919 3491.00 ... 3504.00 3484.00 JD
113 jd2608 20250919 3919.00 ... 3927.00 3916.00 JD
114 jm2510 20250919 1022.00 ... 1029.50 1034.00 JM
115 jm2511 20250919 1079.00 ... 1078.00 1082.00 JM
116 jm2512 20250919 1150.00 ... 1148.50 1148.50 JM
117 jm2601 20250919 1203.00 ... 1216.00 1215.50 JM
118 jm2602 20250919 1228.00 ... 1244.50 1237.00 JM
119 jm2603 20250919 1257.00 ... 1271.00 1258.50 JM
120 jm2604 20250919 1277.00 ... 1293.50 1281.00 JM
121 jm2605 20250919 1298.00 ... 1312.50 1302.50 JM
122 jm2606 20250919 1312.00 ... 1328.50 1316.00 JM
123 jm2607 20250919 1325.00 ... 1341.50 1326.00 JM
124 jm2608 20250919 1341.00 ... 1357.00 1339.00 JM
125 jm2609 20250919 1365.00 ... 1380.50 1360.50 JM
126 l2510 20250919 7107.00 ... 7095.00 7142.00 L
127 l2511 20250919 7159.00 ... 7128.00 7159.00 L
128 l2512 20250919 7163.00 ... 7158.00 7188.00 L
129 l2601 20250919 7202.00 ... 7181.00 7219.00 L
130 l2602 20250919 7186.00 ... 7177.00 7211.00 L
131 l2603 20250919 7203.00 ... 7193.00 7238.00 L
132 l2604 20250919 7238.00 ... 7233.00 7281.00 L
133 l2605 20250919 7250.00 ... 7228.00 7265.00 L
134 l2606 20250919 7216.00 ... 7225.00 7247.00 L
135 l2607 20250919 7241.00 ... 7238.00 7284.00 L
136 l2608 20250919 7255.00 ... 7256.00 7282.00 L
137 l2609 20250919 7272.00 ... 7264.00 7296.00 L
138 lg2509 20250919 780.00 ... 778.00 770.00 LG
139 lg2511 20250919 800.00 ... 804.00 806.00 LG
140 lg2601 20250919 817.00 ... 818.00 819.50 LG
141 lg2603 20250919 825.50 ... 824.50 824.50 LG
142 lg2605 20250919 830.50 ... 828.50 828.50 LG
143 lg2607 20250919 830.50 ... 828.50 830.50 LG
144 lh2509 20250919 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250919 12815.00 ... 12835.00 12885.00 LH
146 lh2601 20250919 13330.00 ... 13340.00 13395.00 LH
147 lh2603 20250919 12850.00 ... 12850.00 12915.00 LH
148 lh2605 20250919 13395.00 ... 13380.00 13460.00 LH
149 lh2607 20250919 14130.00 ... 14135.00 14215.00 LH
150 m2511 20250919 2968.00 ... 2975.00 2968.00 M
151 m2512 20250919 3011.00 ... 3024.00 3015.00 M
152 m2601 20250919 2995.00 ... 3004.00 3001.00 M
153 m2603 20250919 2932.00 ... 2949.00 2942.00 M
154 m2605 20250919 2768.00 ... 2777.00 2775.00 M
155 m2607 20250919 2754.00 ... 2768.00 2760.00 M
156 m2608 20250919 2874.00 ... 2885.00 2886.00 M
157 m2609 20250919 2882.00 ... 2889.00 2889.00 M
158 p2510 20250919 9186.00 ... 9242.00 9254.00 P
159 p2511 20250919 9256.00 ... 9292.00 9286.00 P
160 p2512 20250919 9292.00 ... 9318.00 9320.00 P
161 p2601 20250919 9314.00 ... 9340.00 9344.00 P
162 p2602 20250919 9300.00 ... 9318.00 9312.00 P
163 p2603 20250919 9248.00 ... 9280.00 9318.00 P
164 p2604 20250919 9214.00 ... 9230.00 9246.00 P
165 p2605 20250919 9118.00 ... 9138.00 9138.00 P
166 p2606 20250919 9032.00 ... 9032.00 9042.00 P
167 p2607 20250919 8932.00 ... 8930.00 8922.00 P
168 p2608 20250919 8864.00 ... 8864.00 8872.00 P
169 p2609 20250919 8814.00 ... 8812.00 8844.00 P
170 pg2509 20250919 3810.00 ... 3801.00 3805.00 PG
171 pg2510 20250919 4461.00 ... 4439.00 4466.00 PG
172 pg2511 20250919 4393.00 ... 4368.00 4400.00 PG
173 pg2512 20250919 4336.00 ... 4307.00 4336.00 PG
174 pg2601 20250919 4271.00 ... 4241.00 4270.00 PG
175 pg2602 20250919 4193.00 ... 4176.00 4209.00 PG
176 pg2603 20250919 4110.00 ... 4090.00 4123.00 PG
177 pg2604 20250919 4429.00 ... 4418.00 4451.00 PG
178 pg2605 20250919 4348.00 ... 4341.00 4379.00 PG
179 pg2606 20250919 4283.00 ... 4283.00 4297.00 PG
180 pg2607 20250919 0.00 ... 4247.00 4247.00 PG
181 pg2608 20250919 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250919 6825.00 ... 6816.00 6862.00 PP
183 pp2511 20250919 6878.00 ... 6846.00 6886.00 PP
184 pp2512 20250919 6895.00 ... 6883.00 6921.00 PP
185 pp2601 20250919 6930.00 ... 6917.00 6955.00 PP
186 pp2602 20250919 6901.00 ... 6900.00 6930.00 PP
187 pp2603 20250919 6898.00 ... 6899.00 6953.00 PP
188 pp2604 20250919 6934.00 ... 6927.00 6961.00 PP
189 pp2605 20250919 6970.00 ... 6959.00 6993.00 PP
190 pp2606 20250919 6917.00 ... 6921.00 6951.00 PP
191 pp2607 20250919 6902.00 ... 6890.00 6941.00 PP
192 pp2608 20250919 6902.00 ... 6900.00 6950.00 PP
193 pp2609 20250919 6931.00 ... 6926.00 6966.00 PP
194 rr2510 20250919 3608.00 ... 3608.00 3603.00 RR
195 rr2511 20250919 3610.00 ... 3614.00 3605.00 RR
196 rr2512 20250919 3600.00 ... 3605.00 3597.00 RR
197 rr2601 20250919 3621.00 ... 3620.00 3617.00 RR
198 rr2602 20250919 3602.00 ... 3603.00 3599.00 RR
199 rr2603 20250919 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250919 3616.00 ... 3616.00 3611.00 RR
201 rr2605 20250919 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250919 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250919 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250919 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250919 0.00 ... 3614.00 3614.00 RR
206 v2510 20250919 4810.00 ... 4834.00 4828.00 V
207 v2511 20250919 4844.00 ... 4867.00 4848.00 V
208 v2512 20250919 4887.00 ... 4908.00 4895.00 V
209 v2601 20250919 4927.00 ... 4949.00 4939.00 V
210 v2602 20250919 4967.00 ... 4984.00 4973.00 V
211 v2603 20250919 4999.00 ... 5016.00 5003.00 V
212 v2604 20250919 5203.00 ... 5222.00 5206.00 V
213 v2605 20250919 5229.00 ... 5252.00 5241.00 V
214 v2606 20250919 5280.00 ... 5286.00 5269.00 V
215 v2607 20250919 5301.00 ... 5314.00 5301.00 V
216 v2608 20250919 5332.00 ... 5342.00 5337.00 V
217 v2609 20250919 5347.00 ... 5374.00 5370.00 V
218 y2511 20250919 8294.00 ... 8350.00 8308.00 Y
219 y2512 20250919 8344.00 ... 8390.00 8346.00 Y
220 y2601 20250919 8298.00 ... 8336.00 8306.00 Y
221 y2603 20250919 8228.00 ... 8276.00 8276.00 Y
222 y2605 20250919 8034.00 ... 8060.00 8052.00 Y
223 y2607 20250919 7990.00 ... 8014.00 7998.00 Y
224 y2608 20250919 8008.00 ... 8024.00 8016.00 Y
225 y2609 20250919 7974.00 ... 7992.00 7988.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:39,210 - future_1d - INFO - ak.get_dce_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250919 492.4 497 ... 79529.8 492.1 495.5 SC
1 SC2511 20250919 496 496.8 ... 5350084.38 491.2 496.3 SC
2 SC2512 20250919 492.5 495.2 ... 691817.35 489.8 493.5 SC
3 SC2601 20250919 491.4 494 ... 197806.98 488.5 491.9 SC
4 SC2602 20250919 490.2 492 ... 26665.74 486.6 490.4 SC
5 SC2603 20250919 489.5 491.1 ... 17934.02 486 489.8 SC
6 SC2604 20250919 489.4 490.2 ... 12977.04 486 488 SC
7 SC2605 20250919 487.4 488.9 ... 3203.87 485.4 487.2 SC
8 SC2606 20250919 486.1 488.8 ... 10883.51 485.8 487 SC
9 SC2607 20250919 486.3 486.3 ... 484.66 484.6 485.2 SC
10 SC2608 20250919 483.8 483.8 ... 96.6 483 483.9 SC
11 SC2609 20250919 480.2 482.1 ... 144.25 480.8 483.8 SC
12 SC2612 20250919 477.9 477.9 ... 95.42 477.1 482.5 SC
13 SC2703 20250919 ... 0 475.1 475.1 SC
14 SC2706 20250919 469.2 469.2 ... 93.84 469.2 476.8 SC
15 SC2709 20250919 ... 0 473.2 473.2 SC
16 SC2712 20250919 475.8 475.8 ... 331.07 472.9 474.1 SC
17 SC2803 20250919 ... 0 471 471.2 SC
18 SC2806 20250919 466.3 470.4 ... 280.52 467.5 472.5 SC
19 SC2809 20250919 ... 0 465.7 465.7 SC
21 LU2510 20250919 3386 3403 ... 1433.485 3372 3418 LU
22 LU2511 20250919 3423 3435 ... 264241.092 3405 3428 LU
23 LU2512 20250919 3406 3423 ... 124304.829 3388 3410 LU
24 LU2601 20250919 3402 3415 ... 30635.477 3382 3403 LU
25 LU2602 20250919 3384 3400 ... 1701.261 3362 3389 LU
26 LU2603 20250919 3412 3412 ... 43.712 3362 3378 LU
27 LU2604 20250919 3345 3345 ... 3.345 3345 3365 LU
28 LU2605 20250919 3352 3352 ... 10.038 3346 3374 LU
29 LU2606 20250919 3375 3375 ... 13.411 3352 3360 LU
30 LU2607 20250919 3371 3371 ... 10.051 3350 3358 LU
31 LU2608 20250919 3356 3356 ... 23.4 3342 3346 LU
32 LU2609 20250919 3335 3351 ... 43.282 3329 3325 LU
34 NR2510 20250919 12305 12350 ... 45954.425 12280 12305 NR
35 NR2511 20250919 12350 12365 ... 1022204.27 12290 12330 NR
36 NR2512 20250919 12380 12410 ... 203639.26 12335 12355 NR
37 NR2601 20250919 12425 12445 ... 177399.435 12370 12400 NR
38 NR2602 20250919 12440 12440 ... 2394.74 12405 12455 NR
39 NR2603 20250919 12405 12405 ... 136.14 12375 12435 NR
40 NR2604 20250919 12500 12500 ... 410.47 12435 12405 NR
41 NR2605 20250919 12480 12480 ... 24.945 12470 12455 NR
42 NR2606 20250919 ... 0 12440 12440 NR
43 NR2607 20250919 ... 0 12650 12655 NR
44 NR2608 20250919 ... 0 12685 12685 NR
45 NR2609 20250919 ... 0 12510 12510 NR
47 BC2510 20250919 70680 71010 ... 115551.94 70760 70760 BC
48 BC2511 20250919 70700 71080 ... 29847.295 70890 70820 BC
49 BC2512 20250919 ... 0 71670 71670 BC
50 BC2601 20250919 ... 0 71000 71000 BC
51 BC2602 20250919 ... 0 71100 71100 BC
52 BC2603 20250919 ... 0 71200 71200 BC
53 BC2604 20250919 ... 0 71300 71300 BC
54 BC2605 20250919 ... 0 71300 71300 BC
55 BC2606 20250919 ... 0 71400 71400 BC
56 BC2607 20250919 ... 0 71400 71400 BC
57 BC2608 20250919 ... 0 71400 71400 BC
58 BC2609 20250919 ... 0 71550 71550 BC
60 EC2510 20250919 1105 1106 ... 177534.134 1072.3 1117.6 EC
61 EC2512 20250919 1666.1 1666.1 ... 94181.2335 1626.1 1663 EC
62 EC2602 20250919 1564.5 1565 ... 17841.469 1552.7 1564.7 EC
63 EC2604 20250919 1260.5 1262.7 ... 8086.0645 1250.7 1271.7 EC
64 EC2606 20250919 1437.7 1451.6 ... 949.307 1438.3 1456.6 EC
65 EC2608 20250919 1601.2 1606.5 ... 925.154 1595 1615.3 EC
68 SC_TAS2511 20250919 ... SC_TAS
69 SC_TAS2512 20250919 ... SC_TAS
70 SC_TAS2601 20250919 ... SC_TAS
[65 rows x 12 columns]
2025-09-22 18:26:39,274 - future_1d - INFO - ak.get_ine_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 IC2509 20250919 7177.200 ... 7182.620 7164.600 IC
1 IC2510 20250919 7120.000 ... 7117.800 7090.800 IC
2 IC2512 20250919 6995.600 ... 6999.000 6960.200 IC
3 IC2603 20250919 6833.000 ... 6831.000 6793.600 IC
4 IF2509 20250919 4493.000 ... 4509.780 4483.400 IF
5 IF2510 20250919 4478.000 ... 4495.000 4470.200 IF
6 IF2512 20250919 4455.000 ... 4470.400 4440.000 IF
7 IF2603 20250919 4425.000 ... 4446.600 4416.400 IF
8 IH2509 20250919 2911.600 ... 2918.050 2907.800 IH
9 IH2510 20250919 2912.400 ... 2917.400 2904.200 IH
10 IH2512 20250919 2917.400 ... 2917.400 2903.400 IH
11 IH2603 20250919 2916.000 ... 2919.600 2906.000 IH
12 IM2509 20250919 7461.400 ... 7448.680 7449.200 IM
13 IM2510 20250919 7380.000 ... 7361.000 7366.800 IM
14 IM2512 20250919 7224.000 ... 7202.200 7206.200 IM
15 IM2603 20250919 7003.400 ... 6994.000 7001.800 IM
16 T2512 20250919 108.080 ... 107.755 108.065 T
17 T2603 20250919 107.715 ... 107.420 107.735 T
18 T2606 20250919 107.590 ... 107.285 107.565 T
19 TF2512 20250919 105.820 ... 105.630 105.815 TF
20 TF2603 20250919 105.695 ... 105.510 105.685 TF
21 TF2606 20250919 105.570 ... 105.420 105.590 TF
22 TL2512 20250919 115.640 ... 114.880 115.680 TL
23 TL2603 20250919 115.320 ... 114.570 115.360 TL
24 TL2606 20250919 115.330 ... 114.540 115.310 TL
25 TS2512 20250919 102.420 ... 102.358 102.414 TS
26 TS2603 20250919 102.330 ... 102.292 102.340 TS
27 TS2606 20250919 102.288 ... 102.274 102.302 TS
[28 rows x 12 columns]
2025-09-22 18:26:39,572 - future_1d - INFO - ak.get_cffex_daily('2025-09-19') done
2025-09-22 18:26:41,331 - future_1d - INFO - save future_daily 2025-09-19 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250922 52995.0 ... 51890.0 53040.0 PS
1 PS2511 20250922 52925.0 ... 51675.0 52910.0 PS
2 PS2512 20250922 55290.0 ... 54225.0 55320.0 PS
3 PS2601 20250922 55300.0 ... 54065.0 55030.0 PS
4 PS2602 20250922 55385.0 ... 54595.0 55135.0 PS
5 PS2603 20250922 55455.0 ... 54490.0 55205.0 PS
6 PS2604 20250922 55475.0 ... 54165.0 54950.0 PS
7 PS2605 20250922 55385.0 ... 53990.0 54930.0 PS
8 PS2606 20250922 57600.0 ... 56335.0 56920.0 PS
9 PS2607 20250922 57685.0 ... 56470.0 56815.0 PS
10 PS2608 20250922 57560.0 ... 56380.0 57180.0 PS
11 PS2609 20250922 56810.0 ... 56245.0 56995.0 PS
13 SI2510 20250922 9275.0 ... 9110.0 8975.0 SI
14 SI2511 20250922 9285.0 ... 9135.0 9025.0 SI
15 SI2512 20250922 9855.0 ... 9520.0 9420.0 SI
16 SI2601 20250922 9690.0 ... 9515.0 9405.0 SI
17 SI2602 20250922 9650.0 ... 9525.0 9425.0 SI
18 SI2603 20250922 9690.0 ... 9510.0 9500.0 SI
19 SI2604 20250922 9665.0 ... 9500.0 9550.0 SI
20 SI2605 20250922 9655.0 ... 9520.0 9405.0 SI
21 SI2606 20250922 9645.0 ... 9545.0 9470.0 SI
22 SI2607 20250922 9640.0 ... 9510.0 9480.0 SI
23 SI2608 20250922 9605.0 ... 9560.0 9475.0 SI
24 SI2609 20250922 9665.0 ... 9575.0 9440.0 SI
27 LC2510 20250922 74020.0 ... 73660.0 73320.0 LC
28 LC2511 20250922 74580.0 ... 73780.0 73460.0 LC
29 LC2512 20250922 74460.0 ... 73940.0 73600.0 LC
30 LC2601 20250922 73840.0 ... 73880.0 73620.0 LC
31 LC2602 20250922 74560.0 ... 73580.0 73280.0 LC
32 LC2603 20250922 74360.0 ... 73840.0 73480.0 LC
33 LC2604 20250922 74640.0 ... 74240.0 74060.0 LC
34 LC2605 20250922 74500.0 ... 74280.0 74040.0 LC
35 LC2606 20250922 74560.0 ... 74180.0 73840.0 LC
36 LC2607 20250922 74080.0 ... 73980.0 73700.0 LC
37 LC2608 20250922 74160.0 ... 74100.0 73740.0 LC
38 LC2609 20250922 74120.0 ... 74020.0 73820.0 LC
[36 rows x 12 columns]
2025-09-22 18:26:50,991 - future_1d - INFO - ak.get_gfex_daily('2025-09-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250922 8479.0 8495.0 ... 35108.28 8448.0 8437.0 AP
1 AP511 20250922 8237.0 8285.0 ... 9132.05 8220.0 8233.0 AP
2 AP512 20250922 8216.0 8278.0 ... 1033.84 8205.0 8225.0 AP
3 AP601 20250922 8273.0 8350.0 ... 699317.95 8256.0 8290.0 AP
4 AP603 20250922 8166.0 8225.0 ... 931.58 8172.0 8183.0 AP
5 AP604 20250922 8107.0 8206.0 ... 326.76 8169.0 8194.0 AP
6 AP605 20250922 8240.0 8242.0 ... 7842.30 8195.0 8252.0 AP
7 CF511 20250922 13615.0 13640.0 ... 333313.68 13520.0 13625.0 CF
8 CF601 20250922 13740.0 13755.0 ... 2286431.97 13635.0 13745.0 CF
9 CF603 20250922 13700.0 13725.0 ... 4414.14 13605.0 13705.0 CF
10 CF605 20250922 13715.0 13745.0 ... 300977.45 13640.0 13715.0 CF
11 CF607 20250922 13735.0 13760.0 ... 2381.47 13645.0 13740.0 CF
12 CF609 20250922 13900.0 13920.0 ... 746.54 13825.0 13900.0 CF
13 CJ512 20250922 10680.0 10815.0 ... 6882.28 10695.0 10650.0 CJ
14 CJ601 20250922 10680.0 10835.0 ... 696790.67 10710.0 10680.0 CJ
15 CJ603 20250922 10620.0 10790.0 ... 17190.45 10665.0 10655.0 CJ
16 CJ605 20250922 10710.0 10825.0 ... 149851.15 10680.0 10725.0 CJ
17 CJ607 20250922 10795.0 10935.0 ... 5888.40 10785.0 10850.0 CJ
18 CJ609 20250922 10865.0 11020.0 ... 998.03 10905.0 10950.0 CJ
19 CY510 20250922 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250922 19765.0 19815.0 ... 120128.69 19665.0 19775.0 CY
21 CY512 20250922 0.0 0.0 ... 0.00 19590.0 19690.0 CY
22 CY601 20250922 19765.0 19825.0 ... 1182.01 19700.0 19800.0 CY
23 CY602 20250922 0.0 0.0 ... 0.00 19790.0 19810.0 CY
24 CY603 20250922 19705.0 19705.0 ... 9.85 19705.0 20160.0 CY
25 CY604 20250922 0.0 0.0 ... 0.00 19790.0 19945.0 CY
26 CY605 20250922 0.0 0.0 ... 0.00 19910.0 19990.0 CY
27 CY606 20250922 0.0 0.0 ... 0.00 19845.0 19975.0 CY
28 CY607 20250922 0.0 0.0 ... 0.00 20150.0 20290.0 CY
29 CY608 20250922 0.0 0.0 ... 0.00 19810.0 19935.0 CY
30 CY609 20250922 19945.0 20120.0 ... 60.10 20035.0 20240.0 CY
31 FG510 20250922 1101.0 1106.0 ... 6999.80 1089.0 1093.0 FG
32 FG511 20250922 1102.0 1107.0 ... 226888.15 1087.0 1095.0 FG
33 FG512 20250922 1216.0 1230.0 ... 123497.19 1211.0 1214.0 FG
34 FG601 20250922 1220.0 1230.0 ... 4208149.81 1212.0 1212.0 FG
35 FG602 20250922 1276.0 1285.0 ... 73961.48 1263.0 1268.0 FG
36 FG603 20250922 1285.0 1290.0 ... 1857.36 1274.0 1268.0 FG
37 FG604 20250922 1346.0 1351.0 ... 695.16 1332.0 1329.0 FG
38 FG605 20250922 1350.0 1355.0 ... 151749.60 1339.0 1337.0 FG
39 FG606 20250922 1376.0 1383.0 ... 614.91 1366.0 1365.0 FG
40 FG607 20250922 1375.0 1382.0 ... 2511.37 1366.0 1363.0 FG
41 FG608 20250922 1408.0 1415.0 ... 1299.50 1400.0 1395.0 FG
42 FG609 20250922 1405.0 1417.0 ... 5698.48 1405.0 1397.0 FG
43 JR511 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250922 2270.0 2274.0 ... 2445.91 2263.0 2264.0 MA
52 MA511 20250922 2296.0 2303.0 ... 166979.42 2291.0 2289.0 MA
53 MA512 20250922 2339.0 2341.0 ... 146417.13 2330.0 2333.0 MA
54 MA601 20250922 2364.0 2366.0 ... 1077703.27 2353.0 2356.0 MA
55 MA602 20250922 2380.0 2386.0 ... 30610.13 2374.0 2373.0 MA
56 MA603 20250922 2396.0 2405.0 ... 812.80 2398.0 2398.0 MA
57 MA604 20250922 2391.0 2400.0 ... 16.75 2393.0 2393.0 MA
58 MA605 20250922 2382.0 2390.0 ... 71305.63 2379.0 2382.0 MA
59 MA606 20250922 2392.0 2392.0 ... 14.31 2386.0 2385.0 MA
60 MA607 20250922 2368.0 2377.0 ... 68.64 2367.0 2373.0 MA
61 MA608 20250922 2355.0 2366.0 ... 61.36 2360.0 2368.0 MA
62 MA609 20250922 2351.0 2351.0 ... 2101.01 2337.0 2353.0 MA
63 OI511 20250922 10252.0 10327.0 ... 539379.81 10272.0 10221.0 OI
64 OI601 20250922 10079.0 10161.0 ... 2782367.67 10102.0 10046.0 OI
65 OI603 20250922 9814.0 9890.0 ... 4088.33 9851.0 9788.0 OI
66 OI605 20250922 9561.0 9647.0 ... 111614.49 9607.0 9558.0 OI
67 OI607 20250922 9552.0 9589.0 ... 1253.45 9568.0 9505.0 OI
68 OI609 20250922 9518.0 9546.0 ... 1058.11 9532.0 9482.0 OI
69 PF510 20250922 6306.0 6318.0 ... 6396.85 6296.0 6322.0 PF
70 PF511 20250922 6288.0 6306.0 ... 628345.90 6278.0 6320.0 PF
71 PF512 20250922 6266.0 6276.0 ... 347956.60 6244.0 6304.0 PF
72 PF601 20250922 6300.0 6322.0 ... 37718.83 6298.0 6340.0 PF
73 PF602 20250922 6310.0 6328.0 ... 64821.82 6300.0 6358.0 PF
74 PF603 20250922 6318.0 6330.0 ... 75.75 6314.0 6346.0 PF
75 PF604 20250922 6372.0 6372.0 ... 12.73 6366.0 6406.0 PF
76 PF605 20250922 6396.0 6396.0 ... 60.58 6378.0 6416.0 PF
77 PF606 20250922 6378.0 6378.0 ... 25.50 6376.0 6418.0 PF
78 PF607 20250922 6412.0 6412.0 ... 3.21 6412.0 6442.0 PF
79 PF608 20250922 0.0 0.0 ... 0.00 6420.0 6450.0 PF
80 PF609 20250922 6424.0 6452.0 ... 9.64 6428.0 6480.0 PF
81 PK510 20250922 7848.0 7856.0 ... 3608.19 7818.0 7868.0 PK
82 PK511 20250922 7834.0 7858.0 ... 322471.80 7820.0 7876.0 PK
83 PK512 20250922 7844.0 7862.0 ... 138594.65 7828.0 7872.0 PK
84 PK601 20250922 7858.0 7862.0 ... 37393.92 7832.0 7872.0 PK
85 PK603 20250922 7860.0 7872.0 ... 129.55 7852.0 7882.0 PK
86 PK604 20250922 7852.0 7864.0 ... 43.17 7850.0 7884.0 PK
87 PK605 20250922 7888.0 7890.0 ... 4625.97 7862.0 7890.0 PK
88 PL601 20250922 6384.0 6405.0 ... 69680.17 6373.0 6411.0 PL
89 PL602 20250922 6436.0 6438.0 ... 1102.88 6412.0 6454.0 PL
90 PL603 20250922 6421.0 6421.0 ... 25.68 6421.0 6445.0 PL
91 PL604 20250922 6415.0 6415.0 ... 25.63 6407.0 6463.0 PL
92 PL605 20250922 6350.0 6373.0 ... 101.51 6345.0 6385.0 PL
93 PL606 20250922 6384.0 6384.0 ... 12.77 6384.0 6424.0 PL
94 PL607 20250922 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250922 5810.0 5810.0 ... 2621.53 5788.0 5812.0 PR
104 PR511 20250922 5762.0 5778.0 ... 301092.80 5756.0 5794.0 PR
105 PR512 20250922 5768.0 5784.0 ... 334515.65 5760.0 5806.0 PR
106 PR601 20250922 5774.0 5782.0 ... 281542.36 5760.0 5802.0 PR
107 PR602 20250922 5796.0 5806.0 ... 3078.01 5780.0 5838.0 PR
108 PR603 20250922 5810.0 5818.0 ... 139.45 5810.0 5834.0 PR
109 PR604 20250922 5818.0 5828.0 ... 43.65 5820.0 5832.0 PR
110 PR605 20250922 5826.0 5828.0 ... 17.48 5828.0 5840.0 PR
111 PR606 20250922 0.0 0.0 ... 0.00 5904.0 5904.0 PR
112 PR607 20250922 0.0 0.0 ... 0.00 5912.0 5912.0 PR
113 PR608 20250922 0.0 0.0 ... 0.00 5914.0 5914.0 PR
114 PR609 20250922 0.0 0.0 ... 0.00 5888.0 5910.0 PR
115 PX510 20250922 6644.0 6678.0 ... 916.44 6666.0 6690.0 PX
116 PX511 20250922 6602.0 6654.0 ... 643956.64 6602.0 6640.0 PX
117 PX512 20250922 6598.0 6642.0 ... 277519.72 6594.0 6644.0 PX
118 PX601 20250922 6608.0 6628.0 ... 115700.73 6588.0 6634.0 PX
119 PX602 20250922 6608.0 6630.0 ... 9627.42 6590.0 6644.0 PX
120 PX603 20250922 0.0 0.0 ... 0.00 6584.0 6614.0 PX
121 PX604 20250922 6600.0 6600.0 ... 9.90 6600.0 6586.0 PX
122 PX605 20250922 6594.0 6624.0 ... 1867.18 6586.0 6628.0 PX
123 PX606 20250922 6620.0 6620.0 ... 3.31 6620.0 6606.0 PX
124 PX607 20250922 6588.0 6588.0 ... 9.88 6586.0 6614.0 PX
125 PX608 20250922 6602.0 6602.0 ... 6.60 6602.0 6622.0 PX
126 PX609 20250922 6644.0 6644.0 ... 6.63 6634.0 6652.0 PX
127 RI511 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250922 2541.0 2568.0 ... 18961.48 2553.0 2527.0 RM
134 RM601 20250922 2519.0 2552.0 ... 860518.75 2533.0 2498.0 RM
135 RM603 20250922 2414.0 2437.0 ... 20569.69 2423.0 2402.0 RM
136 RM605 20250922 2383.0 2397.0 ... 165640.91 2384.0 2374.0 RM
137 RM607 20250922 2375.0 2385.0 ... 7696.50 2373.0 2362.0 RM
138 RM608 20250922 2471.0 2480.0 ... 872.04 2470.0 2458.0 RM
139 RM609 20250922 2454.0 2469.0 ... 6114.84 2458.0 2447.0 RM
140 RS511 20250922 5329.0 5376.0 ... 58.80 5346.0 5329.0 RS
141 RS607 20250922 5595.0 5595.0 ... 155.95 5570.0 5568.0 RS
142 RS608 20250922 5595.0 5624.0 ... 150.64 5579.0 5570.0 RS
143 RS609 20250922 0.0 0.0 ... 0.00 5588.0 5588.0 RS
144 SA510 20250922 1235.0 1236.0 ... 11478.60 1219.0 1223.0 SA
145 SA511 20250922 1241.0 1247.0 ... 576015.20 1233.0 1233.0 SA
146 SA512 20250922 1308.0 1314.0 ... 250273.00 1298.0 1301.0 SA
147 SA601 20250922 1320.0 1326.0 ... 3524980.07 1307.0 1312.0 SA
148 SA602 20250922 1352.0 1357.0 ... 308874.09 1344.0 1344.0 SA
149 SA603 20250922 1357.0 1363.0 ... 3483.28 1345.0 1350.0 SA
150 SA604 20250922 1410.0 1410.0 ... 504.79 1387.0 1396.0 SA
151 SA605 20250922 1408.0 1416.0 ... 104701.84 1397.0 1403.0 SA
152 SA606 20250922 1421.0 1427.0 ... 966.83 1409.0 1415.0 SA
153 SA607 20250922 1423.0 1428.0 ... 3353.40 1411.0 1417.0 SA
154 SA608 20250922 1450.0 1456.0 ... 1683.28 1441.0 1440.0 SA
155 SA609 20250922 1454.0 1463.0 ... 6773.61 1447.0 1449.0 SA
156 SF510 20250922 5606.0 5606.0 ... 5220.47 5510.0 5594.0 SF
157 SF511 20250922 5760.0 5790.0 ... 802136.67 5692.0 5764.0 SF
158 SF512 20250922 5748.0 5784.0 ... 300500.11 5708.0 5746.0 SF
159 SF601 20250922 5760.0 5784.0 ... 236333.21 5672.0 5752.0 SF
160 SF602 20250922 5742.0 5754.0 ... 45401.13 5632.0 5710.0 SF
161 SF603 20250922 5900.0 5900.0 ... 104.57 5810.0 5870.0 SF
162 SF604 20250922 5888.0 5888.0 ... 20.57 5876.0 5876.0 SF
163 SF605 20250922 5868.0 5888.0 ... 4857.15 5794.0 5854.0 SF
164 SF606 20250922 5836.0 5840.0 ... 146.06 5728.0 5820.0 SF
165 SF607 20250922 6000.0 6000.0 ... 79.91 5920.0 5970.0 SF
166 SF608 20250922 5974.0 5974.0 ... 38.38 5906.0 5952.0 SF
167 SF609 20250922 5974.0 5974.0 ... 97.18 5890.0 5954.0 SF
168 SH510 20250922 2542.0 2543.0 ... 15410.73 2517.0 2523.0 SH
169 SH511 20250922 2580.0 2587.0 ... 567814.28 2553.0 2562.0 SH
170 SH512 20250922 2640.0 2649.0 ... 333560.83 2615.0 2618.0 SH
171 SH601 20250922 2645.0 2649.0 ... 2719570.17 2622.0 2623.0 SH
172 SH602 20250922 2670.0 2670.0 ... 56052.40 2640.0 2636.0 SH
173 SH603 20250922 2635.0 2684.0 ... 934.46 2662.0 2655.0 SH
174 SH604 20250922 2715.0 2715.0 ... 89.00 2697.0 2705.0 SH
175 SH605 20250922 2719.0 2731.0 ... 14781.20 2707.0 2706.0 SH
176 SH606 20250922 2739.0 2739.0 ... 89.65 2717.0 2727.0 SH
177 SH607 20250922 2730.0 2730.0 ... 16.30 2716.0 2729.0 SH
178 SH608 20250922 2729.0 2729.0 ... 57.02 2715.0 2730.0 SH
179 SH609 20250922 2740.0 2740.0 ... 163.34 2722.0 2727.0 SH
180 SM510 20250922 5920.0 5920.0 ... 12471.33 5798.0 5880.0 SM
181 SM511 20250922 5964.0 5972.0 ... 508950.22 5896.0 5950.0 SM
182 SM512 20250922 5982.0 5986.0 ... 103550.67 5906.0 5966.0 SM
183 SM601 20250922 5988.0 6002.0 ... 988130.11 5884.0 5980.0 SM
184 SM602 20250922 5966.0 6002.0 ... 334645.76 5936.0 5978.0 SM
185 SM603 20250922 5986.0 5996.0 ... 265.23 5894.0 5996.0 SM
186 SM604 20250922 6002.0 6002.0 ... 11.98 5992.0 5978.0 SM
187 SM605 20250922 6014.0 6042.0 ... 20961.67 5920.0 6014.0 SM
188 SM606 20250922 5964.0 5964.0 ... 23.62 5906.0 6010.0 SM
189 SM607 20250922 6038.0 6044.0 ... 32.91 5984.0 6030.0 SM
190 SM608 20250922 0.0 0.0 ... 0.00 5966.0 6048.0 SM
191 SM609 20250922 6050.0 6064.0 ... 888.25 5962.0 6048.0 SM
192 SR511 20250922 5500.0 5520.0 ... 120511.31 5497.0 5483.0 SR
193 SR601 20250922 5473.0 5478.0 ... 1012332.82 5461.0 5460.0 SR
194 SR603 20250922 5456.0 5466.0 ... 2228.85 5450.0 5452.0 SR
195 SR605 20250922 5454.0 5458.0 ... 83998.60 5442.0 5443.0 SR
196 SR607 20250922 5460.0 5464.0 ... 3106.98 5451.0 5451.0 SR
197 SR609 20250922 5471.0 5476.0 ... 2923.71 5465.0 5465.0 SR
198 TA510 20250922 4562.0 4580.0 ... 22964.55 4562.0 4602.0 TA
199 TA511 20250922 4590.0 4598.0 ... 296397.64 4576.0 4620.0 TA
200 TA512 20250922 4600.0 4608.0 ... 136797.14 4588.0 4630.0 TA
201 TA601 20250922 4608.0 4616.0 ... 1503295.87 4596.0 4638.0 TA
202 TA602 20250922 4622.0 4628.0 ... 22757.20 4606.0 4648.0 TA
203 TA603 20250922 4634.0 4638.0 ... 101.83 4630.0 4660.0 TA
204 TA604 20250922 4616.0 4618.0 ... 18.47 4618.0 4644.0 TA
205 TA605 20250922 4654.0 4660.0 ... 49514.35 4636.0 4672.0 TA
206 TA606 20250922 0.0 0.0 ... 0.00 4640.0 4702.0 TA
207 TA607 20250922 4672.0 4672.0 ... 13.97 4658.0 4708.0 TA
208 TA608 20250922 0.0 0.0 ... 0.00 4676.0 4688.0 TA
209 TA609 20250922 4680.0 4692.0 ... 119.10 4672.0 4704.0 TA
210 UR510 20250922 1552.0 1569.0 ... 3330.43 1561.0 1574.0 UR
211 UR511 20250922 1625.0 1644.0 ... 55147.72 1635.0 1647.0 UR
212 UR512 20250922 1644.0 1656.0 ... 16277.36 1648.0 1657.0 UR
213 UR601 20250922 1655.0 1666.0 ... 377420.58 1658.0 1666.0 UR
214 UR602 20250922 1665.0 1673.0 ... 788.89 1664.0 1672.0 UR
215 UR603 20250922 1717.0 1717.0 ... 68.44 1711.0 1717.0 UR
216 UR604 20250922 1712.0 1712.0 ... 3.42 1712.0 1724.0 UR
217 UR605 20250922 1717.0 1725.0 ... 24739.82 1716.0 1724.0 UR
218 UR606 20250922 1720.0 1725.0 ... 195.74 1717.0 1724.0 UR
219 UR607 20250922 1754.0 1760.0 ... 80.63 1753.0 1758.0 UR
220 UR608 20250922 1747.0 1749.0 ... 76.89 1747.0 1753.0 UR
221 UR609 20250922 1746.0 1747.0 ... 132.24 1740.0 1747.0 UR
222 WH511 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:26:51,275 - future_1d - INFO - ak.get_czce_daily('2025-09-22') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250922 ... 80130 79840 CU
1 1 CU2511 20250922 ... 80120 79820 CU
2 2 CU2512 20250922 ... 80120 79810 CU
3 3 CU2601 20250922 ... 80110 79810 CU
4 4 CU2602 20250922 ... 80100 79800 CU
5 5 CU2603 20250922 ... 80130 79830 CU
6 6 CU2604 20250922 ... 80170 79860 CU
7 7 CU2605 20250922 ... 80280 79910 CU
8 8 CU2606 20250922 ... 80260 79850 CU
9 9 CU2607 20250922 ... 80290 79840 CU
10 10 CU2608 20250922 ... 80210 79800 CU
11 11 CU2609 20250922 ... 80220 79780 CU
12 12 BC2510 20250922 ... 71050 70760 BC
13 13 BC2511 20250922 ... 71120 70890 BC
14 14 BC2512 20250922 ... 71490 71670 BC
15 15 BC2601 20250922 ... 71300 71000 BC
16 16 BC2602 20250922 ... 71100 71100 BC
17 17 BC2603 20250922 ... 71210 71200 BC
18 18 BC2604 20250922 ... 71300 71300 BC
19 19 BC2605 20250922 ... 71300 71300 BC
20 20 BC2606 20250922 ... 71400 71400 BC
21 21 BC2607 20250922 ... 71400 71400 BC
22 22 BC2608 20250922 ... 71400 71400 BC
23 23 BC2609 20250922 ... 71550 71550 BC
24 24 AL2510 20250922 ... 20760 20805 AL
25 25 AL2511 20250922 ... 20770 20820 AL
26 26 AL2512 20250922 ... 20765 20820 AL
27 27 AL2601 20250922 ... 20760 20815 AL
28 28 AL2602 20250922 ... 20765 20815 AL
29 29 AL2603 20250922 ... 20785 20840 AL
30 30 AL2604 20250922 ... 20840 20855 AL
31 31 AL2605 20250922 ... 20820 20865 AL
32 32 AL2606 20250922 ... 20820 20850 AL
33 33 AL2607 20250922 ... 20840 20865 AL
34 34 AL2608 20250922 ... 20830 20885 AL
35 35 AL2609 20250922 ... 20830 20850 AL
36 36 ZN2510 20250922 ... 21995 22065 ZN
37 37 ZN2511 20250922 ... 21995 22060 ZN
38 38 ZN2512 20250922 ... 22015 22080 ZN
39 39 ZN2601 20250922 ... 22035 22100 ZN
40 40 ZN2602 20250922 ... 22055 22125 ZN
41 41 ZN2603 20250922 ... 22070 22160 ZN
42 42 ZN2604 20250922 ... 22095 22200 ZN
43 43 ZN2605 20250922 ... 22145 22230 ZN
44 44 ZN2606 20250922 ... 22185 22240 ZN
45 45 ZN2607 20250922 ... 22205 22260 ZN
46 46 ZN2608 20250922 ... 22240 22290 ZN
47 47 ZN2609 20250922 ... 22305 22305 ZN
48 48 PB2510 20250922 ... 17120 17140 PB
49 49 PB2511 20250922 ... 17160 17170 PB
50 50 PB2512 20250922 ... 17170 17175 PB
51 51 PB2601 20250922 ... 17160 17170 PB
52 52 PB2602 20250922 ... 17175 17175 PB
53 53 PB2603 20250922 ... 17185 17190 PB
54 54 PB2604 20250922 ... 17185 17235 PB
55 55 PB2605 20250922 ... 17185 17210 PB
56 56 PB2606 20250922 ... 17195 17145 PB
57 57 PB2607 20250922 ... 17215 17225 PB
58 58 PB2608 20250922 ... 17220 17245 PB
59 59 PB2609 20250922 ... 17210 17210 PB
60 60 NI2510 20250922 ... 121440 121320 NI
61 61 NI2511 20250922 ... 121630 121520 NI
62 62 NI2512 20250922 ... 121810 121810 NI
63 63 NI2601 20250922 ... 122020 121930 NI
64 64 NI2602 20250922 ... 122170 122110 NI
65 65 NI2603 20250922 ... 122400 122540 NI
66 66 NI2604 20250922 ... 122780 122710 NI
67 67 NI2605 20250922 ... 122960 122950 NI
68 68 NI2606 20250922 ... 123530 123120 NI
69 69 NI2607 20250922 ... 123500 123440 NI
70 70 NI2608 20250922 ... 123810 123490 NI
71 71 NI2609 20250922 ... 123880 123530 NI
72 72 SN2510 20250922 ... 271360 268470 SN
73 73 SN2511 20250922 ... 271840 268840 SN
74 74 SN2512 20250922 ... 272050 269060 SN
75 75 SN2601 20250922 ... 272270 269200 SN
76 76 SN2602 20250922 ... 271620 269420 SN
77 77 SN2603 20250922 ... 271420 269440 SN
78 78 SN2604 20250922 ... 271610 270080 SN
79 79 SN2605 20250922 ... 272210 269840 SN
80 80 SN2606 20250922 ... 272850 269920 SN
81 81 SN2607 20250922 ... 272590 270550 SN
82 82 SN2608 20250922 ... 271030 270360 SN
83 83 SN2609 20250922 ... 274160 271330 SN
84 84 AO2510 20250922 ... 2915 2915 AO
85 85 AO2511 20250922 ... 2914 2919 AO
86 86 AO2512 20250922 ... 2924 2927 AO
87 87 AO2601 20250922 ... 2934 2936 AO
88 88 AO2602 20250922 ... 2938 2947 AO
89 89 AO2603 20250922 ... 3008 3016 AO
90 90 AO2604 20250922 ... 3016 3023 AO
91 91 AO2605 20250922 ... 3026 3029 AO
92 92 AO2606 20250922 ... 3031 3032 AO
93 93 AO2607 20250922 ... 3040 3038 AO
94 94 AO2608 20250922 ... 3044 3048 AO
95 95 AO2609 20250922 ... 3076 3062 AO
96 96 AD2511 20250922 ... 20315 20320 AD
97 97 AD2512 20250922 ... 20340 20350 AD
98 98 AD2601 20250922 ... 20355 20380 AD
99 99 AD2602 20250922 ... 20355 20355 AD
100 100 AD2603 20250922 ... 20415 20415 AD
101 101 AD2604 20250922 ... 20345 20345 AD
102 102 AD2605 20250922 ... 20340 20355 AD
103 103 AD2606 20250922 ... 20305 20305 AD
104 104 AD2607 20250922 ... 20510 20510 AD
105 105 AD2608 20250922 ... 20515 20515 AD
106 106 AD2609 20250922 ... 20515 20515 AD
107 107 AU2510 20250922 ... 835.38 826.86 AU
108 108 AU2511 20250922 ... 839.18 828.7 AU
109 109 AU2512 20250922 ... 838.74 829.78 AU
110 110 AU2602 20250922 ... 841.9 832.14 AU
111 111 AU2604 20250922 ... 844.64 834.24 AU
112 112 AU2606 20250922 ... 845.2 836.56 AU
113 113 AU2608 20250922 ... 848.34 839.52 AU
114 114 AU2610 20250922 ... 850.26 842.9 AU
115 115 AG2510 20250922 ... 10136 9903 AG
116 116 AG2511 20250922 ... 10147 9928 AG
117 117 AG2512 20250922 ... 10168 9938 AG
118 118 AG2601 20250922 ... 10181 9951 AG
119 119 AG2602 20250922 ... 10181 9960 AG
120 120 AG2603 20250922 ... 10236 9983 AG
121 121 AG2604 20250922 ... 10233 9989 AG
122 122 AG2605 20250922 ... 10242 10006 AG
123 123 AG2606 20250922 ... 10262 10021 AG
124 124 AG2607 20250922 ... 10281 10032 AG
125 125 AG2608 20250922 ... 10291 10046 AG
126 126 AG2609 20250922 ... 10322 10059 AG
127 127 RB2510 20250922 ... 3093 3069 RB
128 128 RB2511 20250922 ... 3109 3083 RB
129 129 RB2512 20250922 ... 3161 3139 RB
130 130 RB2601 20250922 ... 3187 3158 RB
131 131 RB2602 20250922 ... 3188 3162 RB
132 132 RB2603 20250922 ... 3210 3184 RB
133 133 RB2604 20250922 ... 3222 3198 RB
134 134 RB2605 20250922 ... 3245 3218 RB
135 135 RB2606 20250922 ... 3257 3230 RB
136 136 RB2607 20250922 ... 3272 3241 RB
137 137 RB2608 20250922 ... 3266 3239 RB
138 138 RB2609 20250922 ... 3274 3253 RB
139 139 WR2510 20250922 ... 3289 3283 WR
140 140 WR2511 20250922 ... 3302 3302 WR
141 141 WR2512 20250922 ... 3324 3324 WR
142 142 WR2601 20250922 ... 3349 3349 WR
143 143 WR2602 20250922 ... 3358 3358 WR
144 144 WR2603 20250922 ... 3399 3399 WR
145 145 WR2604 20250922 ... 3389 3389 WR
146 146 WR2605 20250922 ... 3414 3414 WR
147 147 WR2606 20250922 ... 3372 3372 WR
148 148 WR2607 20250922 ... 3390 3390 WR
149 149 WR2608 20250922 ... 3399 3399 WR
150 150 WR2609 20250922 ... 3466 3466 WR
151 151 HC2510 20250922 ... 3424 3400 HC
152 152 HC2511 20250922 ... 3408 3382 HC
153 153 HC2512 20250922 ... 3392 3370 HC
154 154 HC2601 20250922 ... 3385 3362 HC
155 155 HC2602 20250922 ... 3383 3360 HC
156 156 HC2603 20250922 ... 3385 3365 HC
157 157 HC2604 20250922 ... 3388 3371 HC
158 158 HC2605 20250922 ... 3393 3372 HC
159 159 HC2606 20250922 ... 3399 3377 HC
160 160 HC2607 20250922 ... 3405 3384 HC
161 161 HC2608 20250922 ... 3392 3381 HC
162 162 HC2609 20250922 ... 3396 3401 HC
163 163 SS2510 20250922 ... 12795 12755 SS
164 164 SS2511 20250922 ... 12910 12870 SS
165 165 SS2512 20250922 ... 12945 12910 SS
166 166 SS2601 20250922 ... 13015 12970 SS
167 167 SS2602 20250922 ... 13075 13025 SS
168 168 SS2603 20250922 ... 13140 13105 SS
169 169 SS2604 20250922 ... 13195 13155 SS
170 170 SS2605 20250922 ... 13265 13225 SS
171 171 SS2606 20250922 ... 13310 13315 SS
172 172 SS2607 20250922 ... 13360 13350 SS
173 173 SS2608 20250922 ... 13395 13400 SS
174 174 SS2609 20250922 ... 13475 13475 SS
175 175 SC2510 20250922 ... 485.5 492.1 SC
176 176 SC2511 20250922 ... 484.2 491.2 SC
177 177 SC2512 20250922 ... 483.6 489.8 SC
178 178 SC2601 20250922 ... 482.9 488.5 SC
179 179 SC2602 20250922 ... 481.8 486.6 SC
180 180 SC2603 20250922 ... 481.1 486 SC
181 181 SC2604 20250922 ... 481.3 486 SC
182 182 SC2605 20250922 ... 480.9 485.4 SC
183 183 SC2606 20250922 ... 480.2 485.8 SC
184 184 SC2607 20250922 ... 480.4 484.6 SC
185 185 SC2608 20250922 ... 478 483 SC
186 186 SC2609 20250922 ... 477.7 480.8 SC
187 187 SC2612 20250922 ... 473.9 477.1 SC
188 188 SC2703 20250922 ... 475.1 475.1 SC
189 189 SC2706 20250922 ... 469.2 469.2 SC
190 190 SC2709 20250922 ... 473.2 473.2 SC
191 191 SC2712 20250922 ... 466.3 472.9 SC
192 192 SC2803 20250922 ... 470 471 SC
193 193 SC2806 20250922 ... 462.8 467.5 SC
194 194 SC2809 20250922 ... 465.7 465.7 SC
195 195 LU2510 20250922 ... 3351 3372 LU
196 196 LU2511 20250922 ... 3373 3405 LU
197 197 LU2512 20250922 ... 3354 3388 LU
198 198 LU2601 20250922 ... 3342 3382 LU
199 199 LU2602 20250922 ... 3334 3362 LU
200 200 LU2603 20250922 ... 3326 3362 LU
201 201 LU2604 20250922 ... 3323 3345 LU
202 202 LU2605 20250922 ... 3326 3346 LU
203 203 LU2606 20250922 ... 3319 3352 LU
204 204 LU2607 20250922 ... 3307 3350 LU
205 205 LU2608 20250922 ... 3306 3342 LU
206 206 LU2609 20250922 ... 3292 3329 LU
207 207 FU2510 20250922 ... 2803 2834 FU
208 208 FU2511 20250922 ... 2818 2850 FU
209 209 FU2512 20250922 ... 2796 2830 FU
210 210 FU2601 20250922 ... 2778 2818 FU
211 211 FU2602 20250922 ... 2761 2795 FU
212 212 FU2603 20250922 ... 2754 2788 FU
213 213 FU2604 20250922 ... 2749 2783 FU
214 214 FU2605 20250922 ... 2739 2772 FU
215 215 FU2606 20250922 ... 2732 2756 FU
216 216 FU2607 20250922 ... 2713 2737 FU
217 217 FU2608 20250922 ... 2708 2729 FU
218 218 FU2609 20250922 ... 2695 2711 FU
219 219 BU2510 20250922 ... 3421 3433 BU
220 220 BU2511 20250922 ... 3414 3425 BU
221 221 BU2512 20250922 ... 3364 3381 BU
222 222 BU2601 20250922 ... 3336 3361 BU
223 223 BU2602 20250922 ... 3340 3363 BU
224 224 BU2603 20250922 ... 3342 3364 BU
225 225 BU2604 20250922 ... 3346 3364 BU
226 226 BU2605 20250922 ... 3346 3347 BU
227 227 BU2606 20250922 ... 3337 3356 BU
228 228 BU2607 20250922 ... 3330 3348 BU
229 229 BU2608 20250922 ... 3337 3369 BU
230 230 BU2609 20250922 ... 3332 3349 BU
231 231 BU2612 20250922 ... 3297 3314 BU
232 232 BU2703 20250922 ... 3312 3312 BU
233 233 BU2706 20250922 ... 3308 3318 BU
234 234 BU2709 20250922 ... 3337 3342 BU
235 235 BR2510 20250922 ... 11565 11545 BR
236 236 BR2511 20250922 ... 11495 11470 BR
237 237 BR2512 20250922 ... 11475 11460 BR
238 238 BR2601 20250922 ... 11475 11470 BR
239 239 BR2602 20250922 ... 11485 11500 BR
240 240 BR2603 20250922 ... 11470 11475 BR
241 241 BR2604 20250922 ... 11535 11535 BR
242 242 BR2605 20250922 ... 11545 11525 BR
243 243 BR2606 20250922 ... 11630 11630 BR
244 244 BR2607 20250922 ... 11730 11715 BR
245 245 BR2608 20250922 ... 11715 11770 BR
246 246 BR2609 20250922 ... 11675 11645 BR
247 247 RU2510 20250922 ... 14745 14670 RU
248 248 RU2511 20250922 ... 14675 14645 RU
249 249 RU2601 20250922 ... 15560 15530 RU
250 250 RU2603 20250922 ... 15560 15525 RU
251 251 RU2604 20250922 ... 15550 15505 RU
252 252 RU2605 20250922 ... 15540 15515 RU
253 253 RU2606 20250922 ... 15580 15565 RU
254 254 RU2607 20250922 ... 15580 15585 RU
255 255 RU2608 20250922 ... 15735 15585 RU
256 256 RU2609 20250922 ... 15610 15570 RU
257 257 NR2510 20250922 ... 12340 12280 NR
258 258 NR2511 20250922 ... 12365 12290 NR
259 259 NR2512 20250922 ... 12385 12335 NR
260 260 NR2601 20250922 ... 12405 12370 NR
261 261 NR2602 20250922 ... 12420 12405 NR
262 262 NR2603 20250922 ... 12385 12375 NR
263 263 NR2604 20250922 ... 12440 12435 NR
264 264 NR2605 20250922 ... 12485 12470 NR
265 265 NR2606 20250922 ... 12495 12440 NR
266 266 NR2607 20250922 ... 12650 12650 NR
267 267 NR2608 20250922 ... 12685 12685 NR
268 268 NR2609 20250922 ... 12510 12510 NR
269 269 SP2510 20250922 ... 4980 4990 SP
270 270 SP2511 20250922 ... 5006 5020 SP
271 271 SP2512 20250922 ... 5024 5038 SP
272 272 SP2601 20250922 ... 5298 5320 SP
273 273 SP2602 20250922 ... 5286 5310 SP
274 274 SP2603 20250922 ... 5304 5324 SP
275 275 SP2604 20250922 ... 5320 5322 SP
276 276 SP2605 20250922 ... 5316 5338 SP
277 277 SP2606 20250922 ... 5320 5338 SP
278 278 SP2607 20250922 ... 5322 5346 SP
279 279 SP2608 20250922 ... 5330 5344 SP
280 280 SP2609 20250922 ... 5340 5354 SP
281 281 OP2601 20250922 ... 4238 4232 OP
282 282 OP2602 20250922 ... 4232 4232 OP
283 283 OP2603 20250922 ... 4258 4238 OP
284 284 OP2604 20250922 ... 4270 4260 OP
285 285 OP2605 20250922 ... 4286 4256 OP
286 286 OP2606 20250922 ... 4242 4242 OP
287 287 OP2607 20250922 ... 4258 4258 OP
288 288 OP2608 20250922 ... 4260 4244 OP
289 289 OP2609 20250922 ... 4342 4342 OP
290 290 EC2510 20250922 ... 1102 1072.3 EC
291 291 EC2512 20250922 ... 1669.2 1626.1 EC
292 292 EC2602 20250922 ... 1586.4 1552.7 EC
293 293 EC2604 20250922 ... 1274.4 1250.7 EC
294 294 EC2606 20250922 ... 1454.8 1438.3 EC
295 295 EC2608 20250922 ... 1606.8 1595 EC
296 296 SC_TAS2511 20250922 ... SC_TAS
297 297 SC_TAS2512 20250922 ... SC_TAS
298 298 SC_TAS2601 20250922 ... SC_TAS
[299 rows x 13 columns]
2025-09-22 18:26:51,384 - future_1d - INFO - ak.get_shfe_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 a2511 20250922 3908.00 ... 3911.00 3906.00 A
1 a2601 20250922 3902.00 ... 3908.00 3903.00 A
2 a2603 20250922 3903.00 ... 3912.00 3909.00 A
3 a2605 20250922 3947.00 ... 3949.00 3948.00 A
4 a2607 20250922 3953.00 ... 3954.00 3952.00 A
5 a2609 20250922 3960.00 ... 3961.00 3961.00 A
6 b2510 20250922 3678.00 ... 3686.00 3687.00 B
7 b2511 20250922 3694.00 ... 3716.00 3685.00 B
8 b2512 20250922 3726.00 ... 3746.00 3719.00 B
9 b2601 20250922 3723.00 ... 3733.00 3715.00 B
10 b2602 20250922 3723.00 ... 3727.00 3706.00 B
11 b2603 20250922 3671.00 ... 3683.00 3658.00 B
12 b2604 20250922 3569.00 ... 3573.00 3558.00 B
13 b2605 20250922 3497.00 ... 3496.00 3489.00 B
14 b2606 20250922 3475.00 ... 3475.00 3465.00 B
15 b2607 20250922 3471.00 ... 3475.00 3464.00 B
16 b2608 20250922 3563.00 ... 3566.00 3521.00 B
17 b2609 20250922 3582.00 ... 3583.00 3578.00 B
18 bb2511 20250922 142.05 ... 142.05 142.00 BB
19 bb2601 20250922 146.05 ... 146.50 146.65 BB
20 bb2603 20250922 147.05 ... 146.80 146.85 BB
21 bb2605 20250922 0.00 ... 141.45 141.45 BB
22 bb2607 20250922 0.00 ... 146.20 146.20 BB
23 bb2609 20250922 0.00 ... 146.20 146.20 BB
24 bz2603 20250922 5977.00 ... 5922.00 5979.00 BZ
25 bz2604 20250922 5949.00 ... 5904.00 5947.00 BZ
26 bz2605 20250922 5953.00 ... 5927.00 5975.00 BZ
27 bz2606 20250922 5936.00 ... 5936.00 5954.00 BZ
28 bz2607 20250922 5935.00 ... 5935.00 5980.00 BZ
29 bz2608 20250922 0.00 ... 5884.00 5949.00 BZ
30 c2511 20250922 2169.00 ... 2163.00 2171.00 C
31 c2601 20250922 2158.00 ... 2148.00 2161.00 C
32 c2603 20250922 2166.00 ... 2159.00 2171.00 C
33 c2605 20250922 2225.00 ... 2218.00 2228.00 C
34 c2607 20250922 2237.00 ... 2231.00 2239.00 C
35 c2609 20250922 2251.00 ... 2247.00 2234.00 C
36 cs2511 20250922 2463.00 ... 2453.00 2468.00 CS
37 cs2601 20250922 2480.00 ... 2467.00 2483.00 CS
38 cs2603 20250922 2483.00 ... 2473.00 2489.00 CS
39 cs2605 20250922 2562.00 ... 2554.00 2570.00 CS
40 cs2607 20250922 2574.00 ... 2562.00 2573.00 CS
41 cs2609 20250922 2597.00 ... 2591.00 2597.00 CS
42 eb2509 20250922 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250922 7000.00 ... 6947.00 7021.00 EB
44 eb2511 20250922 6992.00 ... 6952.00 7024.00 EB
45 eb2512 20250922 7013.00 ... 6970.00 7033.00 EB
46 eb2601 20250922 7050.00 ... 7012.00 7070.00 EB
47 eb2602 20250922 7095.00 ... 7058.00 7104.00 EB
48 eb2603 20250922 7127.00 ... 7095.00 7131.00 EB
49 eb2604 20250922 7149.00 ... 7110.00 7171.00 EB
50 eb2605 20250922 7174.00 ... 7145.00 7185.00 EB
51 eb2606 20250922 7182.00 ... 7173.00 7260.00 EB
52 eb2607 20250922 7137.00 ... 7137.00 7276.00 EB
53 eb2608 20250922 0.00 ... 7243.00 7246.00 EB
54 eg2509 20250922 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250922 4298.00 ... 4279.00 4282.00 EG
56 eg2511 20250922 4234.00 ... 4234.00 4247.00 EG
57 eg2512 20250922 4236.00 ... 4246.00 4240.00 EG
58 eg2601 20250922 4260.00 ... 4249.00 4259.00 EG
59 eg2602 20250922 4241.00 ... 4241.00 4265.00 EG
60 eg2603 20250922 4265.00 ... 4271.00 4266.00 EG
61 eg2604 20250922 4296.00 ... 4294.00 4314.00 EG
62 eg2605 20250922 4326.00 ... 4305.00 4314.00 EG
63 eg2606 20250922 4315.00 ... 4311.00 4311.00 EG
64 eg2607 20250922 4316.00 ... 4321.00 4321.00 EG
65 eg2608 20250922 0.00 ... 4378.00 4399.00 EG
66 fb2510 20250922 1258.50 ... 1259.00 1259.50 FB
67 fb2511 20250922 1255.50 ... 1254.00 1254.00 FB
68 fb2512 20250922 1253.50 ... 1254.50 1255.00 FB
69 fb2601 20250922 1254.50 ... 1255.50 1253.50 FB
70 fb2602 20250922 1256.00 ... 1255.50 1254.00 FB
71 fb2603 20250922 1249.00 ... 1247.50 1247.00 FB
72 fb2604 20250922 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250922 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250922 0.00 ... 1294.50 1298.00 FB
75 fb2607 20250922 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250922 1308.50 ... 1308.00 1270.00 FB
77 fb2609 20250922 0.00 ... 1296.00 1296.00 FB
78 i2510 20250922 827.00 ... 828.50 823.50 I
79 i2511 20250922 822.00 ... 824.50 819.00 I
80 i2512 20250922 817.00 ... 819.00 813.00 I
81 i2601 20250922 811.00 ... 812.50 805.50 I
82 i2602 20250922 806.00 ... 808.00 801.00 I
83 i2603 20250922 800.50 ... 802.00 795.50 I
84 i2604 20250922 796.00 ... 796.50 790.50 I
85 i2605 20250922 787.00 ... 790.00 784.00 I
86 i2606 20250922 783.00 ... 784.00 778.50 I
87 i2607 20250922 777.50 ... 779.50 773.50 I
88 i2608 20250922 772.50 ... 774.50 768.50 I
89 i2609 20250922 766.00 ... 768.50 762.50 I
90 j2510 20250922 1622.50 ... 1621.50 1624.00 J
91 j2511 20250922 1668.50 ... 1653.00 1657.50 J
92 j2512 20250922 1701.50 ... 1698.00 1700.00 J
93 j2601 20250922 1740.00 ... 1729.00 1725.50 J
94 j2602 20250922 1761.00 ... 1760.00 1754.00 J
95 j2603 20250922 1782.50 ... 1783.00 1763.50 J
96 j2604 20250922 0.00 ... 1814.00 1814.00 J
97 j2605 20250922 1875.00 ... 1868.50 1866.50 J
98 j2606 20250922 1899.00 ... 1899.50 1866.50 J
99 j2607 20250922 1910.00 ... 1902.50 1878.50 J
100 j2608 20250922 1931.00 ... 1931.50 1891.00 J
101 j2609 20250922 1954.00 ... 1948.00 1923.50 J
102 jd2509 20250922 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250922 3038.00 ... 3003.00 3038.00 JD
104 jd2511 20250922 3124.00 ... 3096.00 3122.00 JD
105 jd2512 20250922 3256.00 ... 3224.00 3259.00 JD
106 jd2601 20250922 3415.00 ... 3381.00 3423.00 JD
107 jd2602 20250922 3160.00 ... 3135.00 3160.00 JD
108 jd2603 20250922 3181.00 ... 3156.00 3183.00 JD
109 jd2604 20250922 3352.00 ... 3324.00 3349.00 JD
110 jd2605 20250922 3478.00 ... 3443.00 3466.00 JD
111 jd2606 20250922 3276.00 ... 3254.00 3274.00 JD
112 jd2607 20250922 3508.00 ... 3492.00 3504.00 JD
113 jd2608 20250922 3928.00 ... 3924.00 3927.00 JD
114 jm2510 20250922 1040.50 ... 1036.00 1029.50 JM
115 jm2511 20250922 1091.00 ... 1085.50 1078.00 JM
116 jm2512 20250922 1165.00 ... 1155.50 1148.50 JM
117 jm2601 20250922 1236.50 ... 1229.00 1216.00 JM
118 jm2602 20250922 1259.50 ... 1251.00 1244.50 JM
119 jm2603 20250922 1282.50 ... 1277.50 1271.00 JM
120 jm2604 20250922 1308.00 ... 1304.00 1293.50 JM
121 jm2605 20250922 1339.00 ... 1323.00 1312.50 JM
122 jm2606 20250922 1359.00 ... 1347.50 1328.50 JM
123 jm2607 20250922 1367.00 ... 1361.00 1341.50 JM
124 jm2608 20250922 1378.00 ... 1370.00 1357.00 JM
125 jm2609 20250922 1398.00 ... 1389.50 1380.50 JM
126 l2510 20250922 7104.00 ... 7074.00 7095.00 L
127 l2511 20250922 7105.00 ... 7107.00 7128.00 L
128 l2512 20250922 7155.00 ... 7133.00 7158.00 L
129 l2601 20250922 7169.00 ... 7153.00 7181.00 L
130 l2602 20250922 7165.00 ... 7155.00 7177.00 L
131 l2603 20250922 7191.00 ... 7167.00 7193.00 L
132 l2604 20250922 7218.00 ... 7216.00 7233.00 L
133 l2605 20250922 7231.00 ... 7204.00 7228.00 L
134 l2606 20250922 7224.00 ... 7195.00 7225.00 L
135 l2607 20250922 7241.00 ... 7206.00 7238.00 L
136 l2608 20250922 7240.00 ... 7223.00 7256.00 L
137 l2609 20250922 7266.00 ... 7237.00 7264.00 L
138 lg2509 20250922 780.00 ... 780.00 778.00 LG
139 lg2511 20250922 805.00 ... 808.00 804.00 LG
140 lg2601 20250922 818.00 ... 821.00 818.00 LG
141 lg2603 20250922 826.50 ... 826.50 824.50 LG
142 lg2605 20250922 829.00 ... 830.50 828.50 LG
143 lg2607 20250922 829.50 ... 832.50 828.50 LG
144 lh2509 20250922 12600.00 ... 12600.00 12985.00 LH
145 lh2511 20250922 12835.00 ... 12855.00 12835.00 LH
146 lh2601 20250922 13350.00 ... 13405.00 13340.00 LH
147 lh2603 20250922 12850.00 ... 12815.00 12850.00 LH
148 lh2605 20250922 13385.00 ... 13315.00 13380.00 LH
149 lh2607 20250922 14150.00 ... 13990.00 14135.00 LH
150 m2511 20250922 2981.00 ... 3003.00 2975.00 M
151 m2512 20250922 3032.00 ... 3048.00 3024.00 M
152 m2601 20250922 3014.00 ... 3030.00 3004.00 M
153 m2603 20250922 2959.00 ... 2968.00 2949.00 M
154 m2605 20250922 2787.00 ... 2784.00 2777.00 M
155 m2607 20250922 2774.00 ... 2776.00 2768.00 M
156 m2608 20250922 2893.00 ... 2887.00 2885.00 M
157 m2609 20250922 2897.00 ... 2893.00 2889.00 M
158 p2510 20250922 9214.00 ... 9244.00 9242.00 P
159 p2511 20250922 9264.00 ... 9278.00 9292.00 P
160 p2512 20250922 9294.00 ... 9292.00 9318.00 P
161 p2601 20250922 9322.00 ... 9326.00 9340.00 P
162 p2602 20250922 9300.00 ... 9276.00 9318.00 P
163 p2603 20250922 9280.00 ... 9276.00 9280.00 P
164 p2604 20250922 9200.00 ... 9216.00 9230.00 P
165 p2605 20250922 9126.00 ... 9120.00 9138.00 P
166 p2606 20250922 9008.00 ... 9002.00 9032.00 P
167 p2607 20250922 8894.00 ... 8894.00 8930.00 P
168 p2608 20250922 8842.00 ... 8834.00 8864.00 P
169 p2609 20250922 8786.00 ... 8768.00 8812.00 P
170 pg2509 20250922 3830.00 ... 3810.00 3801.00 PG
171 pg2510 20250922 4425.00 ... 4366.00 4439.00 PG
172 pg2511 20250922 4359.00 ... 4293.00 4368.00 PG
173 pg2512 20250922 4295.00 ... 4232.00 4307.00 PG
174 pg2601 20250922 4237.00 ... 4171.00 4241.00 PG
175 pg2602 20250922 4153.00 ... 4100.00 4176.00 PG
176 pg2603 20250922 4070.00 ... 4020.00 4090.00 PG
177 pg2604 20250922 4413.00 ... 4366.00 4418.00 PG
178 pg2605 20250922 4321.00 ... 4281.00 4341.00 PG
179 pg2606 20250922 4196.00 ... 4195.00 4283.00 PG
180 pg2607 20250922 4161.00 ... 4159.00 4247.00 PG
181 pg2608 20250922 4100.00 ... 4095.00 4204.00 PG
182 pp2510 20250922 6819.00 ... 6785.00 6816.00 PP
183 pp2511 20250922 6827.00 ... 6821.00 6846.00 PP
184 pp2512 20250922 6882.00 ... 6857.00 6883.00 PP
185 pp2601 20250922 6917.00 ... 6895.00 6917.00 PP
186 pp2602 20250922 6900.00 ... 6882.00 6900.00 PP
187 pp2603 20250922 6905.00 ... 6870.00 6899.00 PP
188 pp2604 20250922 6941.00 ... 6911.00 6927.00 PP
189 pp2605 20250922 6967.00 ... 6942.00 6959.00 PP
190 pp2606 20250922 6904.00 ... 6903.00 6921.00 PP
191 pp2607 20250922 6906.00 ... 6878.00 6890.00 PP
192 pp2608 20250922 6922.00 ... 6894.00 6900.00 PP
193 pp2609 20250922 6944.00 ... 6931.00 6926.00 PP
194 rr2510 20250922 3609.00 ... 3610.00 3608.00 RR
195 rr2511 20250922 3613.00 ... 3615.00 3614.00 RR
196 rr2512 20250922 3602.00 ... 3613.00 3605.00 RR
197 rr2601 20250922 3616.00 ... 3624.00 3620.00 RR
198 rr2602 20250922 3607.00 ... 3608.00 3603.00 RR
199 rr2603 20250922 3611.00 ... 3611.00 3608.00 RR
200 rr2604 20250922 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250922 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250922 0.00 ... 3600.00 3597.00 RR
203 rr2607 20250922 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250922 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250922 0.00 ... 3614.00 3614.00 RR
206 v2510 20250922 4841.00 ... 4837.00 4834.00 V
207 v2511 20250922 4870.00 ... 4867.00 4867.00 V
208 v2512 20250922 4926.00 ... 4903.00 4908.00 V
209 v2601 20250922 4955.00 ... 4955.00 4949.00 V
210 v2602 20250922 5017.00 ... 5001.00 4984.00 V
211 v2603 20250922 5040.00 ... 5035.00 5016.00 V
212 v2604 20250922 5241.00 ... 5246.00 5222.00 V
213 v2605 20250922 5259.00 ... 5259.00 5252.00 V
214 v2606 20250922 5305.00 ... 5286.00 5286.00 V
215 v2607 20250922 5338.00 ... 5318.00 5314.00 V
216 v2608 20250922 5383.00 ... 5347.00 5342.00 V
217 v2609 20250922 5391.00 ... 5385.00 5374.00 V
218 y2511 20250922 8334.00 ... 8376.00 8350.00 Y
219 y2512 20250922 8380.00 ... 8402.00 8390.00 Y
220 y2601 20250922 8320.00 ... 8348.00 8336.00 Y
221 y2603 20250922 8258.00 ... 8282.00 8276.00 Y
222 y2605 20250922 8048.00 ... 8066.00 8060.00 Y
223 y2607 20250922 8008.00 ... 8026.00 8014.00 Y
224 y2608 20250922 8000.00 ... 8036.00 8024.00 Y
225 y2609 20250922 7988.00 ... 8000.00 7992.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:51,902 - future_1d - INFO - ak.get_dce_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 SC2510 20250922 490 ... 485.5 492.1 SC
1 SC2511 20250922 485.2 ... 484.2 491.2 SC
2 SC2512 20250922 485.9 ... 483.6 489.8 SC
3 SC2601 20250922 484.3 ... 482.9 488.5 SC
4 SC2602 20250922 482.6 ... 481.8 486.6 SC
5 SC2603 20250922 482 ... 481.1 486 SC
6 SC2604 20250922 481.2 ... 481.3 486 SC
7 SC2605 20250922 481.2 ... 480.9 485.4 SC
8 SC2606 20250922 481.7 ... 480.2 485.8 SC
9 SC2607 20250922 480 ... 480.4 484.6 SC
10 SC2608 20250922 478.5 ... 478 483 SC
11 SC2609 20250922 477.6 ... 477.7 480.8 SC
12 SC2612 20250922 473.9 ... 473.9 477.1 SC
13 SC2703 20250922 ... 475.1 475.1 SC
14 SC2706 20250922 ... 469.2 469.2 SC
15 SC2709 20250922 ... 473.2 473.2 SC
16 SC2712 20250922 466.3 ... 466.3 472.9 SC
17 SC2803 20250922 ... 470 471 SC
18 SC2806 20250922 462.7 ... 462.8 467.5 SC
19 SC2809 20250922 ... 465.7 465.7 SC
21 LU2510 20250922 3368 ... 3351 3372 LU
22 LU2511 20250922 3392 ... 3373 3405 LU
23 LU2512 20250922 3363 ... 3354 3388 LU
24 LU2601 20250922 3360 ... 3342 3382 LU
25 LU2602 20250922 3335 ... 3334 3362 LU
26 LU2603 20250922 3331 ... 3326 3362 LU
27 LU2604 20250922 3323 ... 3323 3345 LU
28 LU2605 20250922 3320 ... 3326 3346 LU
29 LU2606 20250922 3309 ... 3319 3352 LU
30 LU2607 20250922 3304 ... 3307 3350 LU
31 LU2608 20250922 3305 ... 3306 3342 LU
32 LU2609 20250922 3292 ... 3292 3329 LU
34 NR2510 20250922 12300 ... 12340 12280 NR
35 NR2511 20250922 12340 ... 12365 12290 NR
36 NR2512 20250922 12340 ... 12385 12335 NR
37 NR2601 20250922 12395 ... 12405 12370 NR
38 NR2602 20250922 12425 ... 12420 12405 NR
39 NR2603 20250922 12405 ... 12385 12375 NR
40 NR2604 20250922 12465 ... 12440 12435 NR
41 NR2605 20250922 12485 ... 12485 12470 NR
42 NR2606 20250922 12510 ... 12495 12440 NR
43 NR2607 20250922 ... 12650 12650 NR
44 NR2608 20250922 ... 12685 12685 NR
45 NR2609 20250922 ... 12510 12510 NR
47 BC2510 20250922 70780 ... 71050 70760 BC
48 BC2511 20250922 70970 ... 71120 70890 BC
49 BC2512 20250922 ... 71490 71670 BC
50 BC2601 20250922 71300 ... 71300 71000 BC
51 BC2602 20250922 ... 71100 71100 BC
52 BC2603 20250922 ... 71210 71200 BC
53 BC2604 20250922 ... 71300 71300 BC
54 BC2605 20250922 ... 71300 71300 BC
55 BC2606 20250922 ... 71400 71400 BC
56 BC2607 20250922 ... 71400 71400 BC
57 BC2608 20250922 ... 71400 71400 BC
58 BC2609 20250922 ... 71550 71550 BC
60 EC2510 20250922 1067 ... 1102 1072.3 EC
61 EC2512 20250922 1651.1 ... 1669.2 1626.1 EC
62 EC2602 20250922 1601.7 ... 1586.4 1552.7 EC
63 EC2604 20250922 1265 ... 1274.4 1250.7 EC
64 EC2606 20250922 1449.5 ... 1454.8 1438.3 EC
65 EC2608 20250922 1599 ... 1606.8 1595 EC
68 SC_TAS2511 20250922 ... SC_TAS
69 SC_TAS2512 20250922 ... SC_TAS
70 SC_TAS2601 20250922 ... SC_TAS
[65 rows x 12 columns]
2025-09-22 18:26:51,973 - future_1d - INFO - ak.get_ine_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 IC2510 20250922 7111.000 ... 7124.600 7117.800 IC
1 IC2511 20250922 7088.800 ... 7056.600 7117.800 IC
2 IC2512 20250922 7007.000 ... 6995.000 6999.000 IC
3 IC2603 20250922 6840.000 ... 6825.000 6831.000 IC
4 IF2510 20250922 4492.200 ... 4497.400 4495.000 IF
5 IF2511 20250922 4492.800 ... 4481.800 4495.000 IF
6 IF2512 20250922 4475.000 ... 4472.400 4470.400 IF
7 IF2603 20250922 4447.600 ... 4448.800 4446.600 IF
8 IH2510 20250922 2914.200 ... 2917.000 2917.400 IH
9 IH2511 20250922 2904.400 ... 2915.800 2917.400 IH
10 IH2512 20250922 2914.200 ... 2917.400 2917.400 IH
11 IH2603 20250922 2915.600 ... 2918.800 2919.600 IH
12 IM2510 20250922 7382.000 ... 7373.800 7361.000 IM
13 IM2511 20250922 7311.800 ... 7290.800 7361.000 IM
14 IM2512 20250922 7209.000 ... 7211.000 7202.200 IM
15 IM2603 20250922 7000.000 ... 7002.600 6994.000 IM
16 T2512 20250922 107.810 ... 107.945 107.755 T
17 T2603 20250922 107.510 ... 107.595 107.420 T
18 T2606 20250922 107.335 ... 107.460 107.285 T
19 TF2512 20250922 105.675 ... 105.760 105.630 TF
20 TF2603 20250922 105.515 ... 105.620 105.510 TF
21 TF2606 20250922 105.500 ... 105.555 105.420 TF
22 TL2512 20250922 114.900 ... 115.090 114.880 TL
23 TL2603 20250922 114.620 ... 114.750 114.570 TL
24 TL2606 20250922 114.600 ... 114.770 114.540 TL
25 TS2512 20250922 102.370 ... 102.396 102.358 TS
26 TS2603 20250922 102.276 ... 102.324 102.292 TS
27 TS2606 20250922 102.298 ... 102.300 102.274 TS
[28 rows x 12 columns]
2025-09-22 18:26:52,272 - future_1d - INFO - ak.get_cffex_daily('2025-09-22') done
2025-09-22 18:26:54,038 - future_1d - INFO - save future_daily 2025-09-22 completed