164 SF606 20251016 5410.0 5508.0 ... 51.68 5440.0 5436.0 SF
165 SF607 20251016 5580.0 5674.0 ... 47.85 5630.0 5602.0 SF
166 SF608 20251016 5632.0 5632.0 ... 2.82 5632.0 5598.0 SF
167 SF609 20251016 5554.0 5660.0 ... 106.79 5620.0 5582.0 SF
168 SH510 20251016 0.0 0.0 ... 0.00 2417.0 2400.0 SH
169 SH511 20251016 2418.0 2433.0 ... 35385.91 2424.0 2407.0 SH
170 SH512 20251016 2468.0 2487.0 ... 112669.73 2475.0 2458.0 SH
171 SH601 20251016 2446.0 2465.0 ... 1942132.93 2451.0 2434.0 SH
172 SH602 20251016 2475.0 2495.0 ... 297506.00 2477.0 2466.0 SH
173 SH603 20251016 2492.0 2501.0 ... 247580.43 2483.0 2475.0 SH
174 SH604 20251016 2537.0 2545.0 ... 144.76 2540.0 2526.0 SH
175 SH605 20251016 2541.0 2557.0 ... 12971.32 2546.0 2535.0 SH
176 SH606 20251016 2581.0 2585.0 ... 46.51 2584.0 2564.0 SH
177 SH607 20251016 2585.0 2588.0 ... 85.28 2584.0 2568.0 SH
178 SH608 20251016 2598.0 2612.0 ... 23.46 2607.0 2592.0 SH
179 SH609 20251016 2597.0 2610.0 ... 148.52 2606.0 2596.0 SH
180 SM510 20251016 5610.0 5642.0 ... 1174.49 5634.0 5660.0 SM
181 SM511 20251016 5690.0 5772.0 ... 16696.96 5744.0 5754.0 SM
182 SM512 20251016 5726.0 5780.0 ... 286597.53 5760.0 5762.0 SM
183 SM601 20251016 5734.0 5786.0 ... 371676.15 5758.0 5766.0 SM
184 SM602 20251016 5738.0 5788.0 ... 85538.56 5766.0 5770.0 SM
185 SM603 20251016 5736.0 5798.0 ... 312946.90 5778.0 5782.0 SM
186 SM604 20251016 0.0 0.0 ... 0.00 5788.0 5802.0 SM
187 SM605 20251016 5766.0 5816.0 ... 13157.59 5796.0 5794.0 SM
188 SM606 20251016 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251016 0.0 0.0 ... 0.00 5800.0 5790.0 SM
190 SM608 20251016 0.0 0.0 ... 0.00 5808.0 5794.0 SM
191 SM609 20251016 5800.0 5846.0 ... 705.19 5828.0 5826.0 SM
192 SR511 20251016 5414.0 5414.0 ... 16599.07 5395.0 5427.0 SR
193 SR601 20251016 5394.0 5412.0 ... 780361.11 5403.0 5402.0 SR
194 SR603 20251016 5381.0 5395.0 ... 165285.78 5387.0 5388.0 SR
195 SR605 20251016 5365.0 5377.0 ... 64185.43 5368.0 5373.0 SR
196 SR607 20251016 5370.0 5384.0 ... 1591.05 5375.0 5384.0 SR
197 SR609 20251016 5382.0 5393.0 ... 3960.57 5381.0 5394.0 SR
198 TA510 20251016 4382.0 4410.0 ... 2056.70 4400.0 4370.0 TA
199 TA511 20251016 4400.0 4430.0 ... 44114.52 4410.0 4378.0 TA
200 TA512 20251016 4410.0 4446.0 ... 151516.62 4420.0 4394.0 TA
201 TA601 20251016 4442.0 4466.0 ... 1398005.58 4442.0 4412.0 TA
202 TA602 20251016 4460.0 4480.0 ... 153250.12 4452.0 4424.0 TA
203 TA603 20251016 4480.0 4496.0 ... 79583.40 4470.0 4438.0 TA
204 TA604 20251016 4488.0 4504.0 ... 38.07 4480.0 4456.0 TA
205 TA605 20251016 4490.0 4524.0 ... 91544.22 4504.0 4474.0 TA
206 TA606 20251016 4520.0 4526.0 ... 15.84 4524.0 4476.0 TA
207 TA607 20251016 0.0 0.0 ... 0.00 4526.0 4492.0 TA
208 TA608 20251016 0.0 0.0 ... 0.00 4538.0 4526.0 TA
209 TA609 20251016 4532.0 4550.0 ... 1390.92 4538.0 4512.0 TA
210 UR510 20251016 1495.0 1495.0 ... 301.99 1495.0 1495.0 UR
211 UR511 20251016 1575.0 1585.0 ... 11581.73 1573.0 1580.0 UR
212 UR512 20251016 1585.0 1597.0 ... 31846.83 1587.0 1590.0 UR
213 UR601 20251016 1599.0 1610.0 ... 495547.68 1597.0 1604.0 UR
214 UR602 20251016 1606.0 1617.0 ... 18143.87 1608.0 1612.0 UR
215 UR603 20251016 1665.0 1668.0 ... 238.29 1655.0 1666.0 UR
216 UR604 20251016 1667.0 1673.0 ... 36.71 1669.0 1669.0 UR
217 UR605 20251016 1669.0 1680.0 ... 46618.44 1670.0 1674.0 UR
218 UR606 20251016 1670.0 1686.0 ... 338.12 1674.0 1680.0 UR
219 UR607 20251016 1703.0 1719.0 ... 81.94 1707.0 1708.0 UR
220 UR608 20251016 1700.0 1715.0 ... 102.37 1706.0 1707.0 UR
221 UR609 20251016 1700.0 1712.0 ... 446.55 1704.0 1707.0 UR
222 WH511 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-20 18:26:20,136 - future_1d - INFO - ak.get_czce_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 PS2510 20251016 0.0 ... 52555.0 50755.0 PS
1 PS2511 20251016 50690.0 ... 51755.0 50805.0 PS
2 PS2512 20251016 53160.0 ... 54225.0 53270.0 PS
3 PS2601 20251016 53280.0 ... 54180.0 53165.0 PS
4 PS2602 20251016 52830.0 ... 53995.0 52840.0 PS
5 PS2603 20251016 52705.0 ... 53925.0 52690.0 PS
6 PS2604 20251016 52790.0 ... 53825.0 52600.0 PS
7 PS2605 20251016 52985.0 ... 53700.0 52730.0 PS
8 PS2606 20251016 54475.0 ... 55560.0 54525.0 PS
9 PS2607 20251016 54050.0 ... 55495.0 54410.0 PS
10 PS2608 20251016 53775.0 ... 55065.0 54125.0 PS
11 PS2609 20251016 53780.0 ... 54750.0 53855.0 PS
13 SI2510 20251016 8620.0 ... 8615.0 8620.0 SI
14 SI2511 20251016 8555.0 ... 8575.0 8595.0 SI
15 SI2512 20251016 8955.0 ... 8955.0 8965.0 SI
16 SI2601 20251016 8885.0 ... 8895.0 8905.0 SI
17 SI2602 20251016 8915.0 ... 8890.0 8885.0 SI
18 SI2603 20251016 8890.0 ... 8895.0 8910.0 SI
19 SI2604 20251016 8880.0 ... 8920.0 8940.0 SI
20 SI2605 20251016 8880.0 ... 8925.0 8935.0 SI
21 SI2606 20251016 8940.0 ... 8930.0 8960.0 SI
22 SI2607 20251016 8950.0 ... 8950.0 8935.0 SI
23 SI2608 20251016 8895.0 ... 8965.0 8960.0 SI
24 SI2609 20251016 8950.0 ... 8965.0 8975.0 SI
27 LC2510 20251016 73600.0 ... 73660.0 73220.0 LC
28 LC2511 20251016 72820.0 ... 73820.0 73100.0 LC
29 LC2512 20251016 73000.0 ... 74080.0 73200.0 LC
30 LC2601 20251016 73200.0 ... 74060.0 73200.0 LC
31 LC2602 20251016 72720.0 ... 73780.0 73100.0 LC
32 LC2603 20251016 72800.0 ... 73820.0 72980.0 LC
33 LC2604 20251016 73540.0 ... 74340.0 73640.0 LC
34 LC2605 20251016 73500.0 ... 74320.0 73680.0 LC
35 LC2606 20251016 73580.0 ... 74200.0 73620.0 LC
36 LC2607 20251016 73320.0 ... 74220.0 73560.0 LC
37 LC2608 20251016 73980.0 ... 74460.0 73840.0 LC
38 LC2609 20251016 73820.0 ... 74460.0 73940.0 LC
[36 rows x 12 columns]
2025-10-20 18:26:20,378 - future_1d - INFO - ak.get_gfex_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 IC2510 20251016 7242.200 ... 7212.600 7272.000 IC
1 IC2511 20251016 7183.200 ... 7111.800 7190.400 IC
2 IC2512 20251016 7123.000 ... 7046.600 7134.400 IC
3 IC2603 20251016 6957.800 ... 6881.600 6972.000 IC
4 IF2510 20251016 4596.400 ... 4611.200 4596.400 IF
5 IF2511 20251016 4573.000 ... 4596.800 4583.800 IF
6 IF2512 20251016 4561.000 ... 4585.800 4572.600 IF
7 IF2603 20251016 4546.400 ... 4564.200 4551.200 IF
8 IH2510 20251016 2994.600 ... 3018.000 2996.800 IH
9 IH2511 20251016 2994.200 ... 3017.200 2994.000 IH
10 IH2512 20251016 2991.000 ... 3017.400 2995.000 IH
11 IH2603 20251016 2989.600 ... 3016.800 2996.000 IH
12 IM2510 20251016 7440.400 ... 7394.000 7451.600 IM
13 IM2511 20251016 7334.000 ... 7276.800 7357.600 IM
14 IM2512 20251016 7255.000 ... 7190.600 7273.800 IM
15 IM2603 20251016 7040.000 ... 6971.400 7054.200 IM
16 T2512 20251016 108.115 ... 108.160 108.100 T
17 T2603 20251016 107.800 ... 107.865 107.780 T
18 T2606 20251016 107.720 ... 107.775 107.705 T
19 TF2512 20251016 105.710 ... 105.705 105.715 TF
20 TF2603 20251016 105.640 ... 105.610 105.610 TF
21 TF2606 20251016 105.610 ... 105.630 105.615 TF
22 TL2512 20251016 114.660 ... 115.020 114.480 TL
23 TL2603 20251016 114.450 ... 114.720 114.160 TL
24 TL2606 20251016 114.280 ... 114.590 114.100 TL
25 TS2512 20251016 102.382 ... 102.368 102.372 TS
26 TS2603 20251016 102.276 ... 102.280 102.274 TS
27 TS2606 20251016 102.316 ... 102.316 102.316 TS
[28 rows x 12 columns]
2025-10-20 18:26:20,559 - future_1d - INFO - ak.get_cffex_daily('2025-10-16') done
2025-10-20 18:26:22,329 - future_1d - INFO - save future_daily 2025-10-16 completed
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251017 442.6 443.4 ... 2711807.83 437.9 443.2 SC
1 SC2512 20251017 444 445.6 ... 3930667.83 439.6 445.6 SC
2 SC2601 20251017 444.2 445.7 ... 619601.49 439.5 446 SC
3 SC2602 20251017 444.8 446.2 ... 66816.54 439.2 446.7 SC
4 SC2603 20251017 446.2 447 ... 18022.51 440.6 447.3 SC
5 SC2604 20251017 446.6 446.6 ... 6111.94 439.7 448.3 SC
6 SC2605 20251017 447.6 448 ... 9077.28 440.6 449.4 SC
7 SC2606 20251017 447.7 449 ... 11005.71 441.9 449.9 SC
8 SC2607 20251017 449 449.4 ... 932.48 444 451.9 SC
9 SC2608 20251017 449.8 450.6 ... 668.35 445.5 452.2 SC
10 SC2609 20251017 449.4 452.8 ... 1069.69 445.7 451.7 SC
11 SC2610 20251017 ... 0 447.3 449.7 SC
12 SC2612 20251017 445.1 446.8 ... 267.39 445.6 451.8 SC
13 SC2703 20251017 448.1 448.1 ... 89.62 448.1 450.7 SC
14 SC2706 20251017 ... 0 451.7 453.6 SC
15 SC2709 20251017 ... 0 450.2 450.2 SC
16 SC2712 20251017 444.1 447.6 ... 133.57 445.2 450.6 SC
17 SC2803 20251017 446 446 ... 44.6 446 449.9 SC
18 SC2806 20251017 445.9 449.6 ... 312.99 447.1 453.5 SC
19 SC2809 20251017 447 450.1 ... 1572.51 449.2 451.8 SC
21 LU2511 20251017 3136 3142 ... 17529.145 3069 3147 LU
22 LU2512 20251017 3161 3161 ... 339143.027 3096 3163 LU
23 LU2601 20251017 3156 3156 ... 216954.143 3101 3163 LU
24 LU2602 20251017 3159 3159 ... 49381.996 3115 3166 LU
25 LU2603 20251017 3156 3157 ... 4964.75 3116 3165 LU
26 LU2604 20251017 3140 3140 ... 43.579 3112 3176 LU
27 LU2605 20251017 3148 3161 ... 127.562 3111 3184 LU
28 LU2606 20251017 3157 3157 ... 24.939 3117 3192 LU
29 LU2607 20251017 3160 3168 ... 110.012 3143 3191 LU
30 LU2608 20251017 3157 3161 ... 84.601 3133 3192 LU
31 LU2609 20251017 3170 3178 ... 129.337 3154 3192 LU
32 LU2610 20251017 3150 3150 ... 25.038 3129 3185 LU
34 NR2511 20251017 12325 12425 ... 274418.315 12340 12295 NR
35 NR2512 20251017 12300 12360 ... 798817.15 12290 12245 NR
36 NR2601 20251017 12240 12290 ... 219539.39 12215 12215 NR
37 NR2602 20251017 12165 12240 ... 20717.32 12155 12195 NR
38 NR2603 20251017 12160 12210 ... 4097.445 12120 12185 NR
39 NR2604 20251017 12130 12195 ... 993.87 12120 12145 NR
40 NR2605 20251017 12165 12215 ... 654.505 12120 12165 NR
41 NR2606 20251017 12195 12195 ... 121.27 12125 12140 NR
42 NR2607 20251017 12160 12160 ... 36.44 12145 12100 NR
43 NR2608 20251017 12175 12175 ... 12.175 12175 12090 NR
44 NR2609 20251017 12195 12245 ... 36.655 12215 12180 NR
45 NR2610 20251017 12285 12285 ... 24.535 12265 12185 NR
47 BC2511 20251017 75010 75860 ... 310009.74 75250 75500 BC
48 BC2512 20251017 75200 75880 ... 40882.03 75350 75590 BC
49 BC2601 20251017 75510 75510 ... 37.755 75510 76570 BC
50 BC2602 20251017 ... 0 75800 75800 BC
51 BC2603 20251017 ... 0 75870 75870 BC
52 BC2604 20251017 ... 0 76440 76520 BC
53 BC2605 20251017 ... 0 75900 75900 BC
54 BC2606 20251017 ... 0 75880 75880 BC
55 BC2607 20251017 ... 0 76570 76570 BC
56 BC2608 20251017 ... 0 75800 75800 BC
57 BC2609 20251017 ... 0 76130 76130 BC
58 BC2610 20251017 ... 0 76130 76130 BC
60 EC2510 20251017 1107.9 1108.2 ... 8680.6755 1098.8 1112 EC
61 EC2512 20251017 1658.1 1698.6 ... 247387.476 1658.2 1663 EC
62 EC2602 20251017 1430 1484.5 ... 37672.6205 1459.8 1427.9 EC
63 EC2604 20251017 1130 1144 ... 17065.984 1126.4 1114.5 EC
64 EC2606 20251017 1298 1306.2 ... 1108.1375 1288.5 1283.7 EC
65 EC2608 20251017 1410 1428 ... 1002.164 1411.4 1418.2 EC
68 SC_TAS2511 20251017 ... SC_TAS
69 SC_TAS2512 20251017 ... SC_TAS
70 SC_TAS2601 20251017 ... SC_TAS
71 SC_TAS2602 20251017 ... SC_TAS
[66 rows x 12 columns]
2025-10-20 18:26:25,663 - future_1d - INFO - ak.get_ine_daily('2025-10-17') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251017 ... 84720 85040 CU
1 1 CU2512 20251017 ... 84760 85060 CU
2 2 CU2601 20251017 ... 84710 85010 CU
3 3 CU2602 20251017 ... 84610 84870 CU
4 4 CU2603 20251017 ... 84560 84830 CU
5 5 CU2604 20251017 ... 84440 84800 CU
6 6 CU2605 20251017 ... 84470 84710 CU
7 7 CU2606 20251017 ... 84350 84690 CU
8 8 CU2607 20251017 ... 84200 84460 CU
9 9 CU2608 20251017 ... 84120 84470 CU
10 10 CU2609 20251017 ... 83990 84310 CU
11 11 CU2610 20251017 ... 83980 84110 CU
12 12 BC2511 20251017 ... 75250 75500 BC
13 13 BC2512 20251017 ... 75350 75590 BC
14 14 BC2601 20251017 ... 75510 76570 BC
15 15 BC2602 20251017 ... 75800 75800 BC
16 16 BC2603 20251017 ... 75870 75870 BC
17 17 BC2604 20251017 ... 76440 76520 BC
18 18 BC2605 20251017 ... 75900 75900 BC
19 19 BC2606 20251017 ... 75880 75880 BC
20 20 BC2607 20251017 ... 76570 76570 BC
21 21 BC2608 20251017 ... 75800 75800 BC
22 22 BC2609 20251017 ... 76130 76130 BC
23 23 BC2610 20251017 ... 76130 76130 BC
24 24 AL2511 20251017 ... 20960 20910 AL
25 25 AL2512 20251017 ... 20990 20935 AL
26 26 AL2601 20251017 ... 20995 20940 AL
27 27 AL2602 20251017 ... 21005 20935 AL
28 28 AL2603 20251017 ... 21010 20955 AL
29 29 AL2604 20251017 ... 21025 20985 AL
30 30 AL2605 20251017 ... 21040 20990 AL
31 31 AL2606 20251017 ... 21040 21010 AL
32 32 AL2607 20251017 ... 21070 20970 AL
33 33 AL2608 20251017 ... 21025 20990 AL
34 34 AL2609 20251017 ... 21035 20970 AL
35 35 AL2610 20251017 ... 21060 20985 AL
36 36 ZN2511 20251017 ... 21910 21950 ZN
37 37 ZN2512 20251017 ... 21925 21980 ZN
38 38 ZN2601 20251017 ... 21955 22015 ZN
39 39 ZN2602 20251017 ... 21990 22050 ZN
40 40 ZN2603 20251017 ... 22005 22080 ZN
41 41 ZN2604 20251017 ... 22010 22120 ZN
42 42 ZN2605 20251017 ... 22065 22140 ZN
43 43 ZN2606 20251017 ... 22075 22175 ZN
44 44 ZN2607 20251017 ... 22175 22175 ZN
45 45 ZN2608 20251017 ... 22205 22225 ZN
46 46 ZN2609 20251017 ... 22195 22255 ZN
47 47 ZN2610 20251017 ... 22210 22100 ZN
48 48 PB2511 20251017 ... 17050 17115 PB
49 49 PB2512 20251017 ... 17070 17135 PB
50 50 PB2601 20251017 ... 17070 17135 PB
51 51 PB2602 20251017 ... 17070 17120 PB
52 52 PB2603 20251017 ... 17120 17170 PB
53 53 PB2604 20251017 ... 17120 17190 PB
54 54 PB2605 20251017 ... 17150 17230 PB
55 55 PB2606 20251017 ... 17205 17230 PB
56 56 PB2607 20251017 ... 17160 17160 PB
57 57 PB2608 20251017 ... 17235 17245 PB
58 58 PB2609 20251017 ... 17175 17255 PB
59 59 PB2610 20251017 ... 17230 17235 PB
60 60 NI2511 20251017 ... 121340 120920 NI
61 61 NI2512 20251017 ... 121490 121070 NI
62 62 NI2601 20251017 ... 121690 121290 NI
63 63 NI2602 20251017 ... 121870 121520 NI
64 64 NI2603 20251017 ... 122040 121790 NI
65 65 NI2604 20251017 ... 122430 122050 NI
66 66 NI2605 20251017 ... 122570 122200 NI
67 67 NI2606 20251017 ... 122810 122390 NI
68 68 NI2607 20251017 ... 123110 122720 NI
69 69 NI2608 20251017 ... 123310 123000 NI
70 70 NI2609 20251017 ... 124290 123310 NI
71 71 NI2610 20251017 ... 123530 123480 NI
72 72 SN2511 20251017 ... 281380 280030 SN
73 73 SN2512 20251017 ... 281840 280450 SN
74 74 SN2601 20251017 ... 281930 280580 SN
75 75 SN2602 20251017 ... 282070 280680 SN
76 76 SN2603 20251017 ... 281950 280540 SN
77 77 SN2604 20251017 ... 282360 280560 SN
78 78 SN2605 20251017 ... 282090 280280 SN
79 79 SN2606 20251017 ... 282500 280690 SN
80 80 SN2607 20251017 ... 282610 281020 SN
81 81 SN2608 20251017 ... 282980 281860 SN
82 82 SN2609 20251017 ... 283360 282990 SN
83 83 SN2610 20251017 ... 282070 282070 SN
84 84 AO2511 20251017 ... 2779 2763 AO
85 85 AO2512 20251017 ... 2788 2773 AO
86 86 AO2601 20251017 ... 2802 2784 AO
87 87 AO2602 20251017 ... 2821 2806 AO
88 88 AO2603 20251017 ... 2893 2878 AO
89 89 AO2604 20251017 ... 2906 2894 AO
90 90 AO2605 20251017 ... 2919 2900 AO
91 91 AO2606 20251017 ... 2928 2914 AO
92 92 AO2607 20251017 ... 2934 2923 AO
93 93 AO2608 20251017 ... 2941 2932 AO
94 94 AO2609 20251017 ... 2962 2949 AO
95 95 AO2610 20251017 ... 2976 2946 AO
96 96 AD2511 20251017 ... 20395 20370 AD
97 97 AD2512 20251017 ... 20475 20435 AD
98 98 AD2601 20251017 ... 20515 20480 AD
99 99 AD2602 20251017 ... 20495 20460 AD
100 100 AD2603 20251017 ... 20530 20420 AD
101 101 AD2604 20251017 ... 20420 20420 AD
102 102 AD2605 20251017 ... 20375 20405 AD
103 103 AD2606 20251017 ... 20300 20300 AD
104 104 AD2607 20251017 ... 20270 20270 AD
105 105 AD2608 20251017 ... 20390 20495 AD
106 106 AD2609 20251017 ... 20640 20495 AD
107 107 AD2610 20251017 ... 20495 20495 AD
108 108 AU2511 20251017 ... 988.7 963.74 AU
109 109 AU2512 20251017 ... 986.38 963 AU
110 110 AU2601 20251017 ... 989.44 966.54 AU
111 111 AU2602 20251017 ... 989.9 965.94 AU
112 112 AU2604 20251017 ... 992.24 967.76 AU
113 113 AU2606 20251017 ... 995.6 970.88 AU
114 114 AU2608 20251017 ... 997.1 973.76 AU
115 115 AU2610 20251017 ... 1000.74 976.74 AU
116 116 AG2511 20251017 ... 12215 12004 AG
117 117 AG2512 20251017 ... 12230 12002 AG
118 118 AG2601 20251017 ... 12236 12009 AG
119 119 AG2602 20251017 ... 12249 12026 AG
120 120 AG2603 20251017 ... 12258 12045 AG
121 121 AG2604 20251017 ... 12270 12045 AG
122 122 AG2605 20251017 ... 12282 12055 AG
123 123 AG2606 20251017 ... 12293 12077 AG
124 124 AG2607 20251017 ... 12316 12085 AG
125 125 AG2608 20251017 ... 12310 12095 AG
126 126 AG2609 20251017 ... 12327 12125 AG
127 127 AG2610 20251017 ... 12340 12147 AG
128 128 RB2511 20251017 ... 2985 2971 RB
129 129 RB2512 20251017 ... 3033 3017 RB
130 130 RB2601 20251017 ... 3046 3036 RB
131 131 RB2602 20251017 ... 3052 3043 RB
132 132 RB2603 20251017 ... 3075 3064 RB
133 133 RB2604 20251017 ... 3092 3079 RB
134 134 RB2605 20251017 ... 3103 3087 RB
135 135 RB2606 20251017 ... 3118 3103 RB
136 136 RB2607 20251017 ... 3125 3111 RB
137 137 RB2608 20251017 ... 3136 3122 RB
138 138 RB2609 20251017 ... 3139 3129 RB
139 139 RB2610 20251017 ... 3142 3134 RB
140 140 WR2511 20251017 ... 3270 3270 WR
141 141 WR2512 20251017 ... 3355 3353 WR
142 142 WR2601 20251017 ... 3365 3336 WR
143 143 WR2602 20251017 ... 3403 3383 WR
144 144 WR2603 20251017 ... 3361 3361 WR
145 145 WR2604 20251017 ... 3369 3369 WR
146 146 WR2605 20251017 ... 3365 3365 WR
147 147 WR2606 20251017 ... 3363 3363 WR
148 148 WR2607 20251017 ... 3416 3416 WR
149 149 WR2608 20251017 ... 3461 3461 WR
150 150 WR2609 20251017 ... 3430 3430 WR
151 151 WR2610 20251017 ... 3430 3430 WR
152 152 HC2511 20251017 ... 3265 3255 HC
153 153 HC2512 20251017 ... 3255 3249 HC
154 154 HC2601 20251017 ... 3219 3209 HC
155 155 HC2602 20251017 ... 3226 3215 HC
156 156 HC2603 20251017 ... 3226 3215 HC
157 157 HC2604 20251017 ... 3230 3215 HC
158 158 HC2605 20251017 ... 3234 3220 HC
159 159 HC2606 20251017 ... 3228 3226 HC
160 160 HC2607 20251017 ... 3244 3228 HC
161 161 HC2608 20251017 ... 3249 3231 HC
162 162 HC2609 20251017 ... 3252 3240 HC
163 163 HC2610 20251017 ... 3256 3240 HC
164 164 SS2511 20251017 ... 12585 12515 SS
165 165 SS2512 20251017 ... 12615 12545 SS
166 166 SS2601 20251017 ... 12705 12635 SS
167 167 SS2602 20251017 ... 12760 12690 SS
168 168 SS2603 20251017 ... 12845 12760 SS
169 169 SS2604 20251017 ... 12910 12845 SS
170 170 SS2605 20251017 ... 12965 12910 SS
171 171 SS2606 20251017 ... 13045 12960 SS
172 172 SS2607 20251017 ... 13085 13000 SS
173 173 SS2608 20251017 ... 13125 13080 SS
174 174 SS2609 20251017 ... 13175 13120 SS
175 175 SS2610 20251017 ... 13230 13210 SS
176 176 SC2511 20251017 ... 437.9 443.2 SC
177 177 SC2512 20251017 ... 439.6 445.6 SC
178 178 SC2601 20251017 ... 439.5 446 SC
179 179 SC2602 20251017 ... 439.2 446.7 SC
180 180 SC2603 20251017 ... 440.6 447.3 SC
181 181 SC2604 20251017 ... 439.7 448.3 SC
182 182 SC2605 20251017 ... 440.6 449.4 SC
183 183 SC2606 20251017 ... 441.9 449.9 SC
184 184 SC2607 20251017 ... 444 451.9 SC
185 185 SC2608 20251017 ... 445.5 452.2 SC
186 186 SC2609 20251017 ... 445.7 451.7 SC
187 187 SC2610 20251017 ... 447.3 449.7 SC
188 188 SC2612 20251017 ... 445.6 451.8 SC
189 189 SC2703 20251017 ... 448.1 450.7 SC
190 190 SC2706 20251017 ... 451.7 453.6 SC
191 191 SC2709 20251017 ... 450.2 450.2 SC
192 192 SC2712 20251017 ... 445.2 450.6 SC
193 193 SC2803 20251017 ... 446 449.9 SC
194 194 SC2806 20251017 ... 447.1 453.5 SC
195 195 SC2809 20251017 ... 449.2 451.8 SC
196 196 LU2511 20251017 ... 3069 3147 LU
197 197 LU2512 20251017 ... 3096 3163 LU
198 198 LU2601 20251017 ... 3101 3163 LU
199 199 LU2602 20251017 ... 3115 3166 LU
200 200 LU2603 20251017 ... 3116 3165 LU
201 201 LU2604 20251017 ... 3112 3176 LU
202 202 LU2605 20251017 ... 3111 3184 LU
203 203 LU2606 20251017 ... 3117 3192 LU
204 204 LU2607 20251017 ... 3143 3191 LU
205 205 LU2608 20251017 ... 3133 3192 LU
206 206 LU2609 20251017 ... 3154 3192 LU
207 207 LU2610 20251017 ... 3129 3185 LU
208 208 FU2511 20251017 ... 2719 2761 FU
209 209 FU2512 20251017 ... 2674 2718 FU
210 210 FU2601 20251017 ... 2644 2694 FU
211 211 FU2602 20251017 ... 2631 2675 FU
212 212 FU2603 20251017 ... 2620 2666 FU
213 213 FU2604 20251017 ... 2618 2663 FU
214 214 FU2605 20251017 ... 2613 2657 FU
215 215 FU2606 20251017 ... 2609 2647 FU
216 216 FU2607 20251017 ... 2602 2642 FU
217 217 FU2608 20251017 ... 2574 2612 FU
218 218 FU2609 20251017 ... 2575 2606 FU
219 219 FU2610 20251017 ... 2564 2595 FU
220 220 BU2511 20251017 ... 3247 3265 BU
221 221 BU2512 20251017 ... 3172 3191 BU
222 222 BU2601 20251017 ... 3137 3161 BU
223 223 BU2602 20251017 ... 3146 3171 BU
224 224 BU2603 20251017 ... 3164 3195 BU
225 225 BU2604 20251017 ... 3171 3199 BU
226 226 BU2605 20251017 ... 3177 3202 BU
227 227 BU2606 20251017 ... 3182 3206 BU
228 228 BU2607 20251017 ... 3186 3213 BU
229 229 BU2608 20251017 ... 3177 3202 BU
230 230 BU2609 20251017 ... 3184 3208 BU
231 231 BU2610 20251017 ... 3168 3187 BU
232 232 BU2612 20251017 ... 3125 3149 BU
233 233 BU2703 20251017 ... 3150 3154 BU
234 234 BU2706 20251017 ... 3151 3168 BU
235 235 BU2709 20251017 ... 3158 3171 BU
236 236 BR2511 20251017 ... 11035 11005 BR
237 237 BR2512 20251017 ... 10940 10930 BR
238 238 BR2601 20251017 ... 10915 10930 BR
239 239 BR2602 20251017 ... 10890 10925 BR
240 240 BR2603 20251017 ... 10880 10890 BR
241 241 BR2604 20251017 ... 10850 10875 BR
242 242 BR2605 20251017 ... 10945 10915 BR
243 243 BR2606 20251017 ... 10910 10980 BR
244 244 BR2607 20251017 ... 11150 11065 BR
245 245 BR2608 20251017 ... 11185 11080 BR
246 246 BR2609 20251017 ... 11245 11180 BR
247 247 BR2610 20251017 ... 11215 11080 BR
248 248 RU2511 20251017 ... 14065 14105 RU
249 249 RU2601 20251017 ... 14820 14845 RU
250 250 RU2603 20251017 ... 14810 14820 RU
251 251 RU2604 20251017 ... 14800 14885 RU
252 252 RU2605 20251017 ... 14790 14830 RU
253 253 RU2606 20251017 ... 14815 14815 RU
254 254 RU2607 20251017 ... 14840 14885 RU
255 255 RU2608 20251017 ... 14810 14865 RU
256 256 RU2609 20251017 ... 14815 14825 RU
257 257 RU2610 20251017 ... 14855 14810 RU
258 258 NR2511 20251017 ... 12340 12295 NR
259 259 NR2512 20251017 ... 12290 12245 NR
260 260 NR2601 20251017 ... 12215 12215 NR
261 261 NR2602 20251017 ... 12155 12195 NR
262 262 NR2603 20251017 ... 12120 12185 NR
263 263 NR2604 20251017 ... 12120 12145 NR
264 264 NR2605 20251017 ... 12120 12165 NR
265 265 NR2606 20251017 ... 12125 12140 NR
266 266 NR2607 20251017 ... 12145 12100 NR
267 267 NR2608 20251017 ... 12175 12090 NR
268 268 NR2609 20251017 ... 12215 12180 NR
269 269 NR2610 20251017 ... 12265 12185 NR
270 270 SP2511 20251017 ... 4850 4850 SP
271 271 SP2512 20251017 ... 4870 4874 SP
272 272 SP2601 20251017 ... 5124 5154 SP
273 273 SP2602 20251017 ... 5142 5168 SP
274 274 SP2603 20251017 ... 5156 5188 SP
275 275 SP2604 20251017 ... 5174 5196 SP
276 276 SP2605 20251017 ... 5186 5220 SP
277 277 SP2606 20251017 ... 5184 5228 SP
278 278 SP2607 20251017 ... 5190 5220 SP
279 279 SP2608 20251017 ... 5196 5234 SP
280 280 SP2609 20251017 ... 5186 5220 SP
281 281 SP2610 20251017 ... 5190 5244 SP
282 282 OP2601 20251017 ... 4206 4210 OP
283 283 OP2602 20251017 ... 4220 4224 OP
284 284 OP2603 20251017 ... 4216 4216 OP
285 285 OP2604 20251017 ... 4228 4232 OP
286 286 OP2605 20251017 ... 4216 4216 OP
287 287 OP2606 20251017 ... 4198 4184 OP
288 288 OP2607 20251017 ... 4242 4242 OP
289 289 OP2608 20251017 ... 4258 4268 OP
290 290 OP2609 20251017 ... 4220 4220 OP
291 291 OP2610 20251017 ... 4220 4220 OP
292 292 EC2510 20251017 ... 1098.8 1112 EC
293 293 EC2512 20251017 ... 1658.2 1663 EC
294 294 EC2602 20251017 ... 1459.8 1427.9 EC
295 295 EC2604 20251017 ... 1126.4 1114.5 EC
296 296 EC2606 20251017 ... 1288.5 1283.7 EC
297 297 EC2608 20251017 ... 1411.4 1418.2 EC
298 298 SC_TAS2511 20251017 ... SC_TAS
299 299 SC_TAS2512 20251017 ... SC_TAS
300 300 SC_TAS2601 20251017 ... SC_TAS
301 301 SC_TAS2602 20251017 ... SC_TAS
[302 rows x 13 columns]
2025-10-20 18:26:25,839 - future_1d - INFO - ak.get_shfe_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 a2511 20251017 4012.00 ... 4012.00 4000.00 A
1 a2601 20251017 4026.00 ... 4034.00 4020.00 A
2 a2603 20251017 4016.00 ... 4034.00 4022.00 A
3 a2605 20251017 4056.00 ... 4066.00 4053.00 A
4 a2607 20251017 4055.00 ... 4060.00 4049.00 A
5 a2609 20251017 4060.00 ... 4063.00 4053.00 A
6 b2510 20251017 0.00 ... 3600.00 3600.00 B
7 b2511 20251017 3583.00 ... 3582.00 3604.00 B
8 b2512 20251017 3607.00 ... 3595.00 3619.00 B
9 b2601 20251017 3626.00 ... 3609.00 3631.00 B
10 b2602 20251017 3640.00 ... 3618.00 3641.00 B
11 b2603 20251017 3604.00 ... 3585.00 3603.00 B
12 b2604 20251017 3512.00 ... 3504.00 3509.00 B
13 b2605 20251017 3450.00 ... 3441.00 3447.00 B
14 b2606 20251017 3423.00 ... 3408.00 3418.00 B
15 b2607 20251017 3428.00 ... 3410.00 3424.00 B
16 b2608 20251017 3527.00 ... 3511.00 3520.00 B
17 b2609 20251017 3549.00 ... 3534.00 3544.00 B
18 bb2511 20251017 0.00 ... 144.50 144.50 BB
19 bb2601 20251017 147.15 ... 147.15 147.35 BB
20 bb2603 20251017 0.00 ... 146.90 146.90 BB
21 bb2605 20251017 0.00 ... 147.70 147.70 BB
22 bb2607 20251017 0.00 ... 152.20 152.40 BB
23 bb2609 20251017 0.00 ... 152.20 152.40 BB
24 bz2603 20251017 5662.00 ... 5594.00 5589.00 BZ
25 bz2604 20251017 5644.00 ... 5583.00 5593.00 BZ
26 bz2605 20251017 5630.00 ... 5587.00 5571.00 BZ
27 bz2606 20251017 0.00 ... 5597.00 5597.00 BZ
28 bz2607 20251017 5609.00 ... 5603.00 5530.00 BZ
29 bz2608 20251017 5586.00 ... 5586.00 5601.00 BZ
30 bz2609 20251017 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251017 2111.00 ... 2114.00 2106.00 C
32 c2601 20251017 2135.00 ... 2128.00 2131.00 C
33 c2603 20251017 2164.00 ... 2158.00 2161.00 C
34 c2605 20251017 2238.00 ... 2231.00 2227.00 C
35 c2607 20251017 2248.00 ... 2243.00 2240.00 C
36 c2609 20251017 2262.00 ... 2259.00 2255.00 C
37 cs2511 20251017 2374.00 ... 2373.00 2389.00 CS
38 cs2601 20251017 2414.00 ... 2402.00 2416.00 CS
39 cs2603 20251017 2436.00 ... 2423.00 2434.00 CS
40 cs2605 20251017 2538.00 ... 2528.00 2535.00 CS
41 cs2607 20251017 2549.00 ... 2541.00 2549.00 CS
42 cs2609 20251017 2592.00 ... 2583.00 2587.00 CS
43 eb2510 20251017 6498.00 ... 6495.00 6442.00 EB
44 eb2511 20251017 6600.00 ... 6519.00 6524.00 EB
45 eb2512 20251017 6610.00 ... 6542.00 6552.00 EB
46 eb2601 20251017 6667.00 ... 6587.00 6597.00 EB
47 eb2602 20251017 6710.00 ... 6640.00 6648.00 EB
48 eb2603 20251017 6767.00 ... 6696.00 6711.00 EB
49 eb2604 20251017 6804.00 ... 6747.00 6741.00 EB
50 eb2605 20251017 6847.00 ... 6795.00 6714.00 EB
51 eb2606 20251017 6799.00 ... 6870.00 6809.00 EB
52 eb2607 20251017 0.00 ... 6836.00 6836.00 EB
53 eb2608 20251017 0.00 ... 6840.00 6840.00 EB
54 eb2609 20251017 6877.00 ... 6869.00 6896.00 EB
55 eg2510 20251017 4076.00 ... 4082.00 4092.00 EG
56 eg2511 20251017 4103.00 ... 4043.00 4071.00 EG
57 eg2512 20251017 4083.00 ... 4038.00 4053.00 EG
58 eg2601 20251017 4088.00 ... 4037.00 4056.00 EG
59 eg2602 20251017 4080.00 ... 4051.00 4082.00 EG
60 eg2603 20251017 4090.00 ... 4065.00 4073.00 EG
61 eg2604 20251017 4136.00 ... 4131.00 4150.00 EG
62 eg2605 20251017 4151.00 ... 4122.00 4144.00 EG
63 eg2606 20251017 4162.00 ... 4131.00 4159.00 EG
64 eg2607 20251017 4177.00 ... 4166.00 4171.00 EG
65 eg2608 20251017 4190.00 ... 4180.00 4163.00 EG
66 eg2609 20251017 4195.00 ... 4150.00 4171.00 EG
67 fb2510 20251017 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251017 1252.00 ... 1240.00 1253.50 FB
69 fb2512 20251017 1258.00 ... 1259.50 1255.50 FB
70 fb2601 20251017 1269.00 ... 1268.00 1263.00 FB
71 fb2602 20251017 1267.50 ... 1266.50 1264.00 FB
72 fb2603 20251017 1262.50 ... 1261.50 1260.00 FB
73 fb2604 20251017 1266.50 ... 1265.00 1261.50 FB
74 fb2605 20251017 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251017 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251017 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251017 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251017 0.00 ... 1296.00 1296.00 FB
79 i2510 20251017 0.00 ... 806.00 806.00 I
80 i2511 20251017 795.00 ... 789.00 790.50 I
81 i2512 20251017 786.00 ... 783.00 784.00 I
82 i2601 20251017 774.00 ... 771.50 772.50 I
83 i2602 20251017 772.50 ... 769.50 770.50 I
84 i2603 20251017 768.50 ... 766.00 765.50 I
85 i2604 20251017 765.00 ... 761.00 761.00 I
86 i2605 20251017 753.00 ... 750.50 750.50 I
87 i2606 20251017 748.50 ... 745.00 745.50 I
88 i2607 20251017 745.00 ... 740.50 741.00 I
89 i2608 20251017 739.00 ... 736.00 736.00 I
90 i2609 20251017 731.50 ... 729.00 729.50 I
91 j2510 20251017 0.00 ... 1600.00 1600.00 J
92 j2511 20251017 1624.50 ... 1621.00 1588.00 J
93 j2512 20251017 1655.50 ... 1649.00 1611.00 J
94 j2601 20251017 1672.50 ... 1682.50 1649.00 J
95 j2602 20251017 1708.00 ... 1707.00 1674.50 J
96 j2603 20251017 1749.50 ... 1738.50 1714.50 J
97 j2604 20251017 1808.00 ... 1808.00 1765.50 J
98 j2605 20251017 1828.00 ... 1828.50 1797.00 J
99 j2606 20251017 0.00 ... 1820.50 1820.50 J
100 j2607 20251017 0.00 ... 1833.50 1833.50 J
101 j2608 20251017 0.00 ... 1865.00 1865.00 J
102 j2609 20251017 1919.00 ... 1909.50 1876.00 J
103 jd2510 20251017 2798.00 ... 2734.00 2750.00 JD
104 jd2511 20251017 2810.00 ... 2819.00 2834.00 JD
105 jd2512 20251017 2972.00 ... 2965.00 2990.00 JD
106 jd2601 20251017 3168.00 ... 3176.00 3180.00 JD
107 jd2602 20251017 2983.00 ... 2968.00 3000.00 JD
108 jd2603 20251017 3000.00 ... 2974.00 3015.00 JD
109 jd2604 20251017 3131.00 ... 3108.00 3137.00 JD
110 jd2605 20251017 3340.00 ... 3310.00 3342.00 JD
111 jd2606 20251017 3233.00 ... 3211.00 3233.00 JD
112 jd2607 20251017 3475.00 ... 3459.00 3482.00 JD
113 jd2608 20251017 3962.00 ... 3951.00 3966.00 JD
114 jd2609 20251017 3860.00 ... 3845.00 3862.00 JD
115 jm2510 20251017 960.00 ... 960.00 999.00 JM
116 jm2511 20251017 1082.00 ... 1067.50 1057.00 JM
117 jm2512 20251017 1126.00 ... 1120.00 1098.50 JM
118 jm2601 20251017 1190.50 ... 1184.50 1162.00 JM
119 jm2602 20251017 1212.00 ... 1206.50 1188.00 JM
120 jm2603 20251017 1230.50 ... 1225.00 1208.50 JM
121 jm2604 20251017 1248.00 ... 1245.50 1227.00 JM
122 jm2605 20251017 1269.50 ... 1266.50 1244.00 JM
123 jm2606 20251017 1291.50 ... 1283.50 1267.00 JM
124 jm2607 20251017 1309.50 ... 1303.50 1282.00 JM
125 jm2608 20251017 1327.50 ... 1323.50 1303.00 JM
126 jm2609 20251017 1351.50 ... 1346.50 1327.50 JM
127 l2510 20251017 0.00 ... 6856.00 6856.00 L
128 l2511 20251017 6914.00 ... 6868.00 6889.00 L
129 l2512 20251017 6922.00 ... 6883.00 6899.00 L
130 l2601 20251017 6936.00 ... 6893.00 6907.00 L
131 l2602 20251017 6927.00 ... 6890.00 6911.00 L
132 l2603 20251017 6930.00 ... 6892.00 6926.00 L
133 l2604 20251017 6963.00 ... 6945.00 6961.00 L
134 l2605 20251017 6951.00 ... 6927.00 6947.00 L
135 l2606 20251017 6950.00 ... 6919.00 6960.00 L
136 l2607 20251017 6989.00 ... 6952.00 6977.00 L
137 l2608 20251017 6993.00 ... 6934.00 6991.00 L
138 l2609 20251017 7014.00 ... 6922.00 6983.00 L
139 lg2511 20251017 798.00 ... 800.50 796.00 LG
140 lg2601 20251017 823.50 ... 830.50 823.50 LG
141 lg2603 20251017 830.00 ... 832.50 829.50 LG
142 lg2605 20251017 832.00 ... 834.00 830.00 LG
143 lg2607 20251017 833.00 ... 834.00 829.50 LG
144 lg2609 20251017 835.50 ... 835.50 831.50 LG
145 lh2511 20251017 11135.00 ... 11105.00 11300.00 LH
146 lh2601 20251017 11910.00 ... 11815.00 11975.00 LH
147 lh2603 20251017 11545.00 ... 11375.00 11565.00 LH
148 lh2605 20251017 12125.00 ... 12000.00 12185.00 LH
149 lh2607 20251017 12945.00 ... 12770.00 12990.00 LH
150 lh2609 20251017 13740.00 ... 13580.00 13805.00 LH
151 m2511 20251017 2881.00 ... 2857.00 2893.00 M
152 m2512 20251017 2921.00 ... 2900.00 2931.00 M
153 m2601 20251017 2910.00 ... 2882.00 2915.00 M
154 m2603 20251017 2895.00 ... 2872.00 2896.00 M
155 m2605 20251017 2741.00 ... 2730.00 2741.00 M
156 m2607 20251017 2724.00 ... 2715.00 2725.00 M
157 m2608 20251017 2848.00 ... 2837.00 2848.00 M
158 m2609 20251017 2857.00 ... 2840.00 2854.00 M
159 p2510 20251017 0.00 ... 9120.00 9120.00 P
160 p2511 20251017 9218.00 ... 9254.00 9236.00 P
161 p2512 20251017 9278.00 ... 9282.00 9278.00 P
162 p2601 20251017 9328.00 ... 9334.00 9326.00 P
163 p2602 20251017 9338.00 ... 9336.00 9328.00 P
164 p2603 20251017 9338.00 ... 9352.00 9336.00 P
165 p2604 20251017 9330.00 ... 9330.00 9322.00 P
166 p2605 20251017 9260.00 ... 9294.00 9256.00 P
167 p2606 20251017 9226.00 ... 9208.00 9168.00 P
168 p2607 20251017 9104.00 ... 9126.00 9078.00 P
169 p2608 20251017 9058.00 ... 9034.00 9000.00 P
170 p2609 20251017 8962.00 ... 8974.00 8952.00 P
171 pg2510 20251017 0.00 ... 4339.00 4340.00 PG
172 pg2511 20251017 4268.00 ... 4241.00 4199.00 PG
173 pg2512 20251017 4130.00 ... 4109.00 4079.00 PG
174 pg2601 20251017 4029.00 ... 4001.00 3987.00 PG
175 pg2602 20251017 3930.00 ... 3907.00 3897.00 PG
176 pg2603 20251017 3850.00 ... 3821.00 3818.00 PG
177 pg2604 20251017 4209.00 ... 4180.00 4193.00 PG
178 pg2605 20251017 4136.00 ... 4078.00 4113.00 PG
179 pg2606 20251017 4057.00 ... 4011.00 4053.00 PG
180 pg2607 20251017 3983.00 ... 3972.00 3980.00 PG
181 pg2608 20251017 3936.00 ... 3902.00 3944.00 PG
182 pg2609 20251017 3892.00 ... 3842.00 3869.00 PG
183 pp2510 20251017 6455.00 ... 6455.00 6482.00 PP
184 pp2511 20251017 6557.00 ... 6508.00 6524.00 PP
185 pp2512 20251017 6591.00 ... 6550.00 6571.00 PP
186 pp2601 20251017 6620.00 ... 6583.00 6598.00 PP
187 pp2602 20251017 6625.00 ... 6585.00 6594.00 PP
188 pp2603 20251017 6621.00 ... 6585.00 6587.00 PP
189 pp2604 20251017 6642.00 ... 6604.00 6641.00 PP
190 pp2605 20251017 6669.00 ... 6630.00 6643.00 PP
191 pp2606 20251017 6618.00 ... 6583.00 6609.00 PP
192 pp2607 20251017 6623.00 ... 6587.00 6591.00 PP
193 pp2608 20251017 6639.00 ... 6616.00 6639.00 PP
194 pp2609 20251017 6691.00 ... 6657.00 6666.00 PP
195 rr2510 20251017 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251017 3613.00 ... 3616.00 3615.00 RR
197 rr2512 20251017 3608.00 ... 3598.00 3606.00 RR
198 rr2601 20251017 3629.00 ... 3627.00 3626.00 RR
199 rr2602 20251017 3615.00 ... 3617.00 3614.00 RR
200 rr2603 20251017 3616.00 ... 3614.00 3612.00 RR
201 rr2604 20251017 3621.00 ... 3622.00 3615.00 RR
202 rr2605 20251017 3615.00 ... 3625.00 3609.00 RR
203 rr2606 20251017 3620.00 ... 3612.00 3606.00 RR
204 rr2607 20251017 3609.00 ... 3609.00 3611.00 RR
205 rr2608 20251017 3610.00 ... 3606.00 3601.00 RR
206 rr2609 20251017 3629.00 ... 3623.00 3608.00 RR
207 v2510 20251017 4590.00 ... 4586.00 4543.00 V
208 v2511 20251017 4594.00 ... 4617.00 4581.00 V
209 v2512 20251017 4649.00 ... 4658.00 4625.00 V
210 v2601 20251017 4698.00 ... 4706.00 4667.00 V
211 v2602 20251017 4740.00 ... 4748.00 4709.00 V
212 v2603 20251017 4771.00 ... 4777.00 4742.00 V
213 v2604 20251017 4978.00 ... 4970.00 4932.00 V
214 v2605 20251017 5011.00 ... 5012.00 4981.00 V
215 v2606 20251017 5045.00 ... 5045.00 5007.00 V
216 v2607 20251017 5087.00 ... 5090.00 5042.00 V
217 v2608 20251017 5120.00 ... 5116.00 5087.00 V
218 v2609 20251017 5136.00 ... 5140.00 5124.00 V
219 y2511 20251017 8260.00 ... 8272.00 8248.00 Y
220 y2512 20251017 8306.00 ... 8316.00 8294.00 Y
221 y2601 20251017 8276.00 ... 8286.00 8252.00 Y
222 y2603 20251017 8232.00 ... 8230.00 8214.00 Y
223 y2605 20251017 8064.00 ... 8078.00 8054.00 Y
224 y2607 20251017 8018.00 ... 8018.00 8004.00 Y
225 y2608 20251017 8006.00 ... 8008.00 8010.00 Y
226 y2609 20251017 7984.00 ... 7986.00 7966.00 Y
[227 rows x 12 columns]
2025-10-20 18:26:26,393 - future_1d - INFO - ak.get_dce_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251017 9170.0 9205.0 ... 128.61 9187.0 9182.0 AP
1 AP511 20251017 8605.0 8894.0 ... 5300.07 8760.0 8631.0 AP
2 AP512 20251017 8602.0 8800.0 ... 4850.62 8677.0 8565.0 AP
3 AP601 20251017 8550.0 8850.0 ... 1421456.27 8669.0 8565.0 AP
4 AP603 20251017 8459.0 8694.0 ... 6020.74 8564.0 8454.0 AP
5 AP604 20251017 8459.0 8741.0 ... 2925.21 8604.0 8506.0 AP
6 AP605 20251017 8520.0 8868.0 ... 144209.77 8654.0 8553.0 AP
7 CF511 20251017 13355.0 13425.0 ... 41938.11 13375.0 13355.0 CF
8 CF601 20251017 13320.0 13380.0 ... 1200405.96 13335.0 13290.0 CF
9 CF603 20251017 13345.0 13400.0 ... 120791.63 13360.0 13310.0 CF
10 CF605 20251017 13370.0 13435.0 ... 271007.61 13390.0 13345.0 CF
11 CF607 20251017 13390.0 13450.0 ... 971.95 13405.0 13375.0 CF
12 CF609 20251017 13530.0 13600.0 ... 3382.27 13555.0 13525.0 CF
13 CJ512 20251017 11215.0 11330.0 ... 8309.27 11250.0 11115.0 CJ
14 CJ601 20251017 11355.0 11480.0 ... 1131335.38 11405.0 11240.0 CJ
15 CJ603 20251017 11255.0 11415.0 ... 16874.78 11340.0 11200.0 CJ
16 CJ605 20251017 11400.0 11520.0 ... 226913.15 11435.0 11310.0 CJ
17 CJ607 20251017 11485.0 11600.0 ... 4037.87 11520.0 11415.0 CJ
18 CJ609 20251017 11620.0 11725.0 ... 2464.54 11655.0 11535.0 CJ
19 CY510 20251017 0.0 0.0 ... 0.00 19545.0 19475.0 CY
20 CY511 20251017 19755.0 19800.0 ... 1404.23 19780.0 19720.0 CY
21 CY512 20251017 0.0 0.0 ... 0.00 19150.0 19150.0 CY
22 CY601 20251017 19385.0 19505.0 ... 122154.26 19445.0 19375.0 CY
23 CY602 20251017 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251017 19520.0 19530.0 ... 29.29 19525.0 19540.0 CY
25 CY604 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251017 0.0 0.0 ... 0.00 19590.0 19570.0 CY
27 CY606 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251017 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251017 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251017 0.0 0.0 ... 0.00 19740.0 19725.0 CY
31 FG510 20251017 1010.0 1010.0 ... 20.20 1010.0 1024.0 FG
32 FG511 20251017 1035.0 1038.0 ... 28607.10 1019.0 1031.0 FG
33 FG512 20251017 1147.0 1147.0 ... 119233.84 1122.0 1138.0 FG
34 FG601 20251017 1145.0 1145.0 ... 5017632.55 1118.0 1137.0 FG
35 FG602 20251017 1213.0 1213.0 ... 70352.69 1184.0 1204.0 FG
36 FG603 20251017 1215.0 1215.0 ... 155715.52 1188.0 1206.0 FG
37 FG604 20251017 1282.0 1283.0 ... 1227.05 1252.0 1271.0 FG
38 FG605 20251017 1284.0 1284.0 ... 216091.54 1252.0 1271.0 FG
39 FG606 20251017 1311.0 1311.0 ... 3098.04 1289.0 1310.0 FG
40 FG607 20251017 1300.0 1303.0 ... 1762.20 1283.0 1301.0 FG
41 FG608 20251017 1356.0 1356.0 ... 1606.99 1337.0 1353.0 FG
42 FG609 20251017 1357.0 1358.0 ... 8075.22 1336.0 1353.0 FG
43 JR511 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251017 2380.0 2380.0 ... 242.47 2245.0 2245.0 MA
52 MA511 20251017 2296.0 2298.0 ... 11643.74 2267.0 2282.0 MA
53 MA512 20251017 2308.0 2309.0 ... 67525.69 2280.0 2293.0 MA
54 MA601 20251017 2314.0 2318.0 ... 1496104.42 2289.0 2296.0 MA
55 MA602 20251017 2338.0 2351.0 ... 39245.75 2314.0 2316.0 MA
56 MA603 20251017 2348.0 2349.0 ... 70874.63 2320.0 2328.0 MA
57 MA604 20251017 2326.0 2328.0 ... 37.13 2321.0 2334.0 MA
58 MA605 20251017 2322.0 2335.0 ... 146210.61 2304.0 2314.0 MA
59 MA606 20251017 2316.0 2316.0 ... 18.41 2302.0 2312.0 MA
60 MA607 20251017 2302.0 2302.0 ... 50.18 2281.0 2295.0 MA
61 MA608 20251017 2293.0 2299.0 ... 29.65 2280.0 2291.0 MA
62 MA609 20251017 2280.0 2290.0 ... 2051.74 2260.0 2266.0 MA
63 OI511 20251017 10099.0 10103.0 ... 34091.60 10048.0 10099.0 OI
64 OI601 20251017 9936.0 9946.0 ... 2244069.40 9894.0 9937.0 OI
65 OI603 20251017 9738.0 9742.0 ... 260093.44 9690.0 9735.0 OI
66 OI605 20251017 9491.0 9512.0 ... 119267.03 9488.0 9494.0 OI
67 OI607 20251017 9438.0 9459.0 ... 1198.94 9440.0 9445.0 OI
68 OI609 20251017 9415.0 9419.0 ... 564.11 9402.0 9414.0 OI
69 PF510 20251017 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251017 6104.0 6140.0 ... 26196.09 6100.0 6098.0 PF
71 PF512 20251017 6090.0 6100.0 ... 539301.68 6068.0 6072.0 PF
72 PF601 20251017 6102.0 6110.0 ... 70178.51 6076.0 6088.0 PF
73 PF602 20251017 6096.0 6096.0 ... 476154.77 6062.0 6066.0 PF
74 PF603 20251017 6082.0 6082.0 ... 299434.93 6050.0 6052.0 PF
75 PF604 20251017 6124.0 6124.0 ... 60.93 6094.0 6104.0 PF
76 PF605 20251017 6116.0 6118.0 ... 82.30 6096.0 6112.0 PF
77 PF606 20251017 0.0 0.0 ... 0.00 6090.0 6100.0 PF
78 PF607 20251017 6112.0 6112.0 ... 3.06 6112.0 6136.0 PF
79 PF608 20251017 6128.0 6128.0 ... 3.06 6128.0 6182.0 PF
80 PF609 20251017 6132.0 6132.0 ... 3.07 6132.0 6174.0 PF
81 PK510 20251017 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251017 7772.0 7786.0 ... 18300.19 7758.0 7806.0 PK
83 PK512 20251017 7858.0 7890.0 ... 107238.90 7864.0 7890.0 PK
84 PK601 20251017 7972.0 8016.0 ... 376924.22 7968.0 7998.0 PK
85 PK603 20251017 8022.0 8080.0 ... 118303.92 8048.0 8058.0 PK
86 PK604 20251017 8038.0 8078.0 ... 627.23 8042.0 8050.0 PK
87 PK605 20251017 8064.0 8102.0 ... 17665.48 8066.0 8074.0 PK
88 PL601 20251017 6115.0 6117.0 ... 109614.61 6049.0 6087.0 PL
89 PL602 20251017 6146.0 6146.0 ... 41693.45 6085.0 6124.0 PL
90 PL603 20251017 6144.0 6144.0 ... 27985.18 6078.0 6129.0 PL
91 PL604 20251017 0.0 0.0 ... 0.00 6078.0 6132.0 PL
92 PL605 20251017 6105.0 6105.0 ... 121.36 6068.0 6106.0 PL
93 PL606 20251017 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251017 6245.0 6245.0 ... 24.98 6245.0 6120.0 PL
95 PL608 20251017 0.0 0.0 ... 0.00 6106.0 6106.0 PL
96 PL609 20251017 0.0 0.0 ... 0.00 6166.0 6232.0 PL
97 PM511 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251017 5648.0 5658.0 ... 4999.66 5650.0 5586.0 PR
104 PR511 20251017 5602.0 5612.0 ... 23601.10 5582.0 5596.0 PR
105 PR512 20251017 5604.0 5616.0 ... 648443.66 5578.0 5592.0 PR
106 PR601 20251017 5580.0 5584.0 ... 647871.80 5542.0 5560.0 PR
107 PR602 20251017 5622.0 5622.0 ... 144456.76 5586.0 5612.0 PR
108 PR603 20251017 5600.0 5600.0 ... 209.10 5576.0 5602.0 PR
109 PR604 20251017 5582.0 5604.0 ... 92.32 5596.0 5606.0 PR
110 PR605 20251017 5618.0 5620.0 ... 176.84 5614.0 5624.0 PR
111 PR606 20251017 0.0 0.0 ... 0.00 5650.0 5656.0 PR
112 PR607 20251017 0.0 0.0 ... 0.00 5652.0 5656.0 PR
113 PR608 20251017 0.0 0.0 ... 0.00 5666.0 5702.0 PR
114 PR609 20251017 0.0 0.0 ... 0.00 5662.0 5678.0 PR
115 PX510 20251017 0.0 0.0 ... 0.00 6314.0 6326.0 PX
116 PX511 20251017 6382.0 6390.0 ... 29548.75 6330.0 6356.0 PX
117 PX512 20251017 6382.0 6400.0 ... 133131.92 6350.0 6354.0 PX
118 PX601 20251017 6376.0 6394.0 ... 458670.60 6334.0 6346.0 PX
119 PX602 20251017 6384.0 6404.0 ... 266298.41 6346.0 6356.0 PX
120 PX603 20251017 6382.0 6402.0 ... 158222.09 6332.0 6358.0 PX
121 PX604 20251017 0.0 0.0 ... 0.00 6312.0 6358.0 PX
122 PX605 20251017 6402.0 6424.0 ... 1919.63 6356.0 6394.0 PX
123 PX606 20251017 6412.0 6412.0 ... 12.76 6382.0 6424.0 PX
124 PX607 20251017 0.0 0.0 ... 0.00 6344.0 6418.0 PX
125 PX608 20251017 0.0 0.0 ... 0.00 6362.0 6434.0 PX
126 PX609 20251017 6396.0 6398.0 ... 31.93 6386.0 6452.0 PX
127 RI511 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251017 2409.0 2413.0 ... 2953.16 2395.0 2398.0 RM
134 RM601 20251017 2366.0 2376.0 ... 607340.54 2338.0 2365.0 RM
135 RM603 20251017 2308.0 2316.0 ... 11487.95 2292.0 2304.0 RM
136 RM605 20251017 2311.0 2313.0 ... 117894.23 2292.0 2302.0 RM
137 RM607 20251017 2298.0 2303.0 ... 9980.30 2284.0 2294.0 RM
138 RM608 20251017 2408.0 2408.0 ... 502.38 2392.0 2402.0 RM
139 RM609 20251017 2398.0 2400.0 ... 3459.53 2386.0 2394.0 RM
140 RS511 20251017 5272.0 5380.0 ... 36.96 5280.0 5256.0 RS
141 RS607 20251017 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251017 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251017 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251017 1150.0 1150.0 ... 644.17 1130.0 1138.0 SA
145 SA511 20251017 1165.0 1165.0 ... 18116.76 1147.0 1155.0 SA
146 SA512 20251017 1224.0 1227.0 ... 153891.39 1208.0 1217.0 SA
147 SA601 20251017 1240.0 1240.0 ... 2547460.89 1219.0 1227.0 SA
148 SA602 20251017 1273.0 1275.0 ... 74440.35 1255.0 1262.0 SA
149 SA603 20251017 1283.0 1284.0 ... 219249.67 1264.0 1269.0 SA
150 SA604 20251017 1318.0 1318.0 ... 2844.80 1298.0 1311.0 SA
151 SA605 20251017 1324.0 1327.0 ... 150285.20 1305.0 1317.0 SA
152 SA606 20251017 1336.0 1337.0 ... 1192.92 1325.0 1336.0 SA
153 SA607 20251017 1340.0 1341.0 ... 2364.60 1331.0 1340.0 SA
154 SA608 20251017 1379.0 1379.0 ... 946.82 1360.0 1375.0 SA
155 SA609 20251017 1384.0 1384.0 ... 6970.24 1370.0 1382.0 SA
156 SF510 20251017 5300.0 5300.0 ... 200.50 5276.0 5266.0 SF
157 SF511 20251017 5464.0 5480.0 ... 73119.39 5440.0 5430.0 SF
158 SF512 20251017 5466.0 5466.0 ... 94354.58 5424.0 5434.0 SF
159 SF601 20251017 5450.0 5456.0 ... 365728.12 5414.0 5410.0 SF
160 SF602 20251017 5410.0 5410.0 ... 58167.88 5370.0 5362.0 SF
161 SF603 20251017 5576.0 5584.0 ... 129522.15 5520.0 5532.0 SF
162 SF604 20251017 5510.0 5510.0 ... 5.51 5508.0 5504.0 SF
163 SF605 20251017 5548.0 5548.0 ... 3772.21 5500.0 5498.0 SF
164 SF606 20251017 5460.0 5460.0 ... 2.73 5460.0 5440.0 SF
165 SF607 20251017 5628.0 5638.0 ... 8.45 5632.0 5630.0 SF
166 SF608 20251017 0.0 0.0 ... 0.00 5632.0 5632.0 SF
167 SF609 20251017 5606.0 5622.0 ... 78.41 5602.0 5620.0 SF
168 SH510 20251017 0.0 0.0 ... 0.00 2367.0 2417.0 SH
169 SH511 20251017 2424.0 2428.0 ... 52350.70 2368.0 2424.0 SH
170 SH512 20251017 2480.0 2480.0 ... 135955.48 2415.0 2475.0 SH
171 SH601 20251017 2455.0 2455.0 ... 3009243.57 2400.0 2451.0 SH
172 SH602 20251017 2488.0 2488.0 ... 580436.98 2451.0 2477.0 SH
173 SH603 20251017 2490.0 2490.0 ... 480021.16 2463.0 2483.0 SH
174 SH604 20251017 2533.0 2535.0 ... 515.93 2492.0 2540.0 SH
175 SH605 20251017 2550.0 2550.0 ... 27719.27 2499.0 2546.0 SH
176 SH606 20251017 2571.0 2572.0 ... 535.21 2513.0 2584.0 SH
177 SH607 20251017 2570.0 2570.0 ... 386.78 2528.0 2584.0 SH
178 SH608 20251017 2584.0 2584.0 ... 130.35 2556.0 2607.0 SH
179 SH609 20251017 2596.0 2600.0 ... 702.38 2573.0 2606.0 SH
180 SM510 20251017 5620.0 5620.0 ... 1991.75 5612.0 5634.0 SM
181 SM511 20251017 5750.0 5754.0 ... 7294.98 5716.0 5744.0 SM
182 SM512 20251017 5750.0 5760.0 ... 274740.52 5726.0 5760.0 SM
183 SM601 20251017 5770.0 5774.0 ... 462441.93 5724.0 5758.0 SM
184 SM602 20251017 5764.0 5774.0 ... 157530.17 5732.0 5766.0 SM
185 SM603 20251017 5752.0 5788.0 ... 322807.03 5746.0 5778.0 SM
186 SM604 20251017 0.0 0.0 ... 0.00 5754.0 5788.0 SM
187 SM605 20251017 5798.0 5808.0 ... 13881.25 5768.0 5796.0 SM
188 SM606 20251017 5770.0 5772.0 ... 28.83 5766.0 5796.0 SM
189 SM607 20251017 5782.0 5782.0 ... 5.77 5766.0 5800.0 SM
190 SM608 20251017 5792.0 5792.0 ... 5.78 5776.0 5808.0 SM
191 SM609 20251017 5812.0 5824.0 ... 1152.91 5794.0 5828.0 SM
192 SR511 20251017 5408.0 5415.0 ... 12079.94 5398.0 5395.0 SR
193 SR601 20251017 5420.0 5430.0 ... 830319.30 5415.0 5403.0 SR
194 SR603 20251017 5398.0 5412.0 ... 204704.93 5399.0 5387.0 SR
195 SR605 20251017 5390.0 5393.0 ... 91801.35 5380.0 5368.0 SR
196 SR607 20251017 5384.0 5397.0 ... 3619.99 5387.0 5375.0 SR
197 SR609 20251017 5400.0 5406.0 ... 2848.80 5395.0 5381.0 SR
198 TA510 20251017 4400.0 4400.0 ... 754.96 4378.0 4400.0 TA
199 TA511 20251017 4416.0 4426.0 ... 31606.79 4392.0 4410.0 TA
200 TA512 20251017 4410.0 4438.0 ... 228955.64 4406.0 4420.0 TA
201 TA601 20251017 4456.0 4458.0 ... 1236124.38 4424.0 4442.0 TA
202 TA602 20251017 4466.0 4470.0 ... 258362.88 4436.0 4452.0 TA
203 TA603 20251017 4476.0 4486.0 ... 101488.76 4450.0 4470.0 TA
204 TA604 20251017 4490.0 4490.0 ... 4.49 4490.0 4480.0 TA
205 TA605 20251017 4514.0 4514.0 ... 97387.38 4482.0 4504.0 TA
206 TA606 20251017 0.0 0.0 ... 0.00 4474.0 4524.0 TA
207 TA607 20251017 0.0 0.0 ... 0.00 4490.0 4526.0 TA
208 TA608 20251017 0.0 0.0 ... 0.00 4508.0 4538.0 TA
209 TA609 20251017 4556.0 4556.0 ... 1280.55 4518.0 4538.0 TA
210 UR510 20251017 1495.0 1500.0 ... 622.04 1495.0 1495.0 UR
211 UR511 20251017 1581.0 1584.0 ... 8656.18 1576.0 1573.0 UR
212 UR512 20251017 1587.0 1594.0 ... 21963.87 1587.0 1587.0 UR
213 UR601 20251017 1604.0 1608.0 ... 349464.13 1600.0 1597.0 UR
214 UR602 20251017 1614.0 1614.0 ... 14233.11 1606.0 1608.0 UR
215 UR603 20251017 1658.0 1667.0 ... 216.10 1662.0 1655.0 UR
216 UR604 20251017 1667.0 1670.0 ... 106.77 1668.0 1669.0 UR
217 UR605 20251017 1673.0 1679.0 ... 32217.57 1671.0 1670.0 UR
218 UR606 20251017 1681.0 1682.0 ... 160.98 1677.0 1674.0 UR
219 UR607 20251017 1714.0 1714.0 ... 23.95 1711.0 1707.0 UR
220 UR608 20251017 1709.0 1710.0 ... 20.49 1708.0 1706.0 UR
221 UR609 20251017 1704.0 1708.0 ... 228.34 1704.0 1704.0 UR
222 WH511 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-20 18:26:26,693 - future_1d - INFO - ak.get_czce_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 PS2510 20251017 0.0 ... 52545.0 52555.0 PS
1 PS2511 20251017 52020.0 ... 52250.0 51755.0 PS
2 PS2512 20251017 54450.0 ... 54780.0 54225.0 PS
3 PS2601 20251017 54475.0 ... 54780.0 54180.0 PS
4 PS2602 20251017 54100.0 ... 54550.0 53995.0 PS
5 PS2603 20251017 53690.0 ... 54420.0 53925.0 PS
6 PS2604 20251017 54140.0 ... 54355.0 53825.0 PS
7 PS2605 20251017 54200.0 ... 54265.0 53700.0 PS
8 PS2606 20251017 55605.0 ... 55905.0 55560.0 PS
9 PS2607 20251017 55040.0 ... 55630.0 55495.0 PS
10 PS2608 20251017 54770.0 ... 55400.0 55065.0 PS
11 PS2609 20251017 54505.0 ... 55225.0 54750.0 PS
13 SI2510 20251017 8615.0 ... 8615.0 8615.0 SI
14 SI2511 20251017 8580.0 ... 8490.0 8575.0 SI
15 SI2512 20251017 8985.0 ... 8900.0 8955.0 SI
16 SI2601 20251017 8945.0 ... 8850.0 8895.0 SI
17 SI2602 20251017 8945.0 ... 8850.0 8890.0 SI
18 SI2603 20251017 8915.0 ... 8835.0 8895.0 SI
19 SI2604 20251017 8855.0 ... 8865.0 8920.0 SI
20 SI2605 20251017 8960.0 ... 8875.0 8925.0 SI
21 SI2606 20251017 8950.0 ... 8890.0 8930.0 SI
22 SI2607 20251017 8990.0 ... 8890.0 8950.0 SI
23 SI2608 20251017 8940.0 ... 8900.0 8965.0 SI
24 SI2609 20251017 8970.0 ... 8930.0 8965.0 SI
27 LC2510 20251017 75300.0 ... 76180.0 73660.0 LC
28 LC2511 20251017 74900.0 ... 75760.0 73820.0 LC
29 LC2512 20251017 74980.0 ... 75940.0 74080.0 LC
30 LC2601 20251017 75200.0 ... 75900.0 74060.0 LC
31 LC2602 20251017 74760.0 ... 75580.0 73780.0 LC
32 LC2603 20251017 75700.0 ... 75440.0 73820.0 LC
33 LC2604 20251017 74940.0 ... 75880.0 74340.0 LC
34 LC2605 20251017 74960.0 ... 75960.0 74320.0 LC
35 LC2606 20251017 74920.0 ... 75900.0 74200.0 LC
36 LC2607 20251017 75000.0 ... 75580.0 74220.0 LC
37 LC2608 20251017 75020.0 ... 75740.0 74460.0 LC
38 LC2609 20251017 75000.0 ... 75980.0 74460.0 LC
[36 rows x 12 columns]
2025-10-20 18:26:26,965 - future_1d - INFO - ak.get_gfex_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 IC2510 20251017 7212.200 ... 7064.340 7212.600 IC
1 IC2511 20251017 7135.600 ... 6921.800 7111.800 IC
2 IC2512 20251017 7062.000 ... 6865.000 7046.600 IC
3 IC2603 20251017 6880.200 ... 6703.600 6881.600 IC
4 IF2510 20251017 4613.000 ... 4539.860 4611.200 IF
5 IF2511 20251017 4605.600 ... 4497.400 4596.800 IF
6 IF2512 20251017 4582.000 ... 4484.600 4585.800 IF
7 IF2603 20251017 4564.200 ... 4463.000 4564.200 IF
8 IH2510 20251017 3016.600 ... 2983.270 3018.000 IH
9 IH2511 20251017 3024.000 ... 2963.000 3017.200 IH
10 IH2512 20251017 3015.400 ... 2961.600 3017.400 IH
11 IH2603 20251017 3024.000 ... 2962.600 3016.800 IH
12 IM2510 20251017 7402.800 ... 7230.330 7394.000 IM
13 IM2511 20251017 7300.200 ... 7104.000 7276.800 IM
14 IM2512 20251017 7204.800 ... 7024.200 7190.600 IM
15 IM2603 20251017 6975.000 ... 6808.000 6971.400 IM
16 T2512 20251017 108.215 ... 108.265 108.160 T
17 T2603 20251017 108.000 ... 107.955 107.865 T
18 T2606 20251017 107.855 ... 107.845 107.775 T
19 TF2512 20251017 105.740 ... 105.775 105.705 TF
20 TF2603 20251017 105.630 ... 105.680 105.610 TF
21 TF2606 20251017 105.655 ... 105.690 105.630 TF
22 TL2512 20251017 115.220 ... 115.730 115.020 TL
23 TL2603 20251017 114.900 ... 115.410 114.720 TL
24 TL2606 20251017 114.800 ... 115.260 114.590 TL
25 TS2512 20251017 102.362 ... 102.378 102.368 TS
26 TS2603 20251017 102.286 ... 102.290 102.280 TS
27 TS2606 20251017 102.322 ... 102.318 102.316 TS
[28 rows x 12 columns]
2025-10-20 18:26:27,128 - future_1d - INFO - ak.get_cffex_daily('2025-10-17') done
2025-10-20 18:26:28,903 - future_1d - INFO - save future_daily 2025-10-17 completed
symbol date open ... settle pre_settle variety
0 SC2511 20251020 436.7 ... 436.3 437.9 SC
1 SC2512 20251020 438.6 ... 439.1 439.6 SC
2 SC2601 20251020 438.7 ... 439.9 439.5 SC
3 SC2602 20251020 441.4 ... 441.3 439.2 SC
4 SC2603 20251020 442 ... 442.4 440.6 SC
5 SC2604 20251020 442.9 ... 443.9 439.7 SC
6 SC2605 20251020 443.7 ... 444.6 440.6 SC
7 SC2606 20251020 445.1 ... 445.5 441.9 SC
8 SC2607 20251020 447.8 ... 447.3 444 SC
9 SC2608 20251020 449.3 ... 448.1 445.5 SC
10 SC2609 20251020 448 ... 447.8 445.7 SC
11 SC2610 20251020 ... 447.3 447.3 SC
12 SC2612 20251020 446 ... 450.4 445.6 SC
13 SC2703 20251020 ... 448.1 448.1 SC
14 SC2706 20251020 ... 451.7 451.7 SC
15 SC2709 20251020 ... 450.2 450.2 SC
16 SC2712 20251020 451.8 ... 451.8 445.2 SC
17 SC2803 20251020 ... 448.9 446 SC
18 SC2806 20251020 455.9 ... 454.8 447.1 SC
19 SC2809 20251020 455.1 ... 456.3 449.2 SC
21 LU2511 20251020 3067 ... 3054 3069 LU
22 LU2512 20251020 3088 ... 3085 3096 LU
23 LU2601 20251020 3088 ... 3090 3101 LU
24 LU2602 20251020 3091 ... 3098 3115 LU
25 LU2603 20251020 3099 ... 3099 3116 LU
26 LU2604 20251020 ... 3112 3112 LU
27 LU2605 20251020 3114 ... 3115 3111 LU
28 LU2606 20251020 3117 ... 3124 3117 LU
29 LU2607 20251020 3122 ... 3128 3143 LU
30 LU2608 20251020 3131 ... 3130 3133 LU
31 LU2609 20251020 3125 ... 3137 3154 LU
32 LU2610 20251020 3121 ... 3137 3129 LU
34 NR2511 20251020 12225 ... 12275 12340 NR
35 NR2512 20251020 12150 ... 12240 12290 NR
36 NR2601 20251020 12115 ... 12185 12215 NR
37 NR2602 20251020 12030 ... 12115 12155 NR
38 NR2603 20251020 12010 ... 12095 12120 NR
39 NR2604 20251020 12000 ... 12090 12120 NR
40 NR2605 20251020 12100 ... 12130 12120 NR
41 NR2606 20251020 12075 ... 12150 12125 NR
42 NR2607 20251020 12150 ... 12150 12145 NR
43 NR2608 20251020 ... 12135 12175 NR
44 NR2609 20251020 ... 12215 12215 NR
45 NR2610 20251020 ... 12225 12265 NR
47 BC2511 20251020 75110 ... 75720 75250 BC
48 BC2512 20251020 75230 ... 75960 75350 BC
49 BC2601 20251020 75570 ... 75860 75510 BC
50 BC2602 20251020 ... 75800 75800 BC
51 BC2603 20251020 ... 75870 75870 BC
52 BC2604 20251020 ... 76440 76440 BC
53 BC2605 20251020 ... 75900 75900 BC
54 BC2606 20251020 ... 75880 75880 BC
55 BC2607 20251020 ... 76570 76570 BC
56 BC2608 20251020 ... 75800 75800 BC
57 BC2609 20251020 ... 76130 76130 BC
58 BC2610 20251020 ... 76130 76130 BC
60 EC2510 20251020 1107.8 ... 1102.6 1098.8 EC
61 EC2512 20251020 1672 ... 1683.4 1658.2 EC
62 EC2602 20251020 1571.6 ... 1524.2 1459.8 EC
63 EC2604 20251020 1150 ... 1152.4 1126.4 EC
64 EC2606 20251020 1302.5 ... 1328.9 1288.5 EC
65 EC2608 20251020 1445 ... 1445.3 1411.4 EC
68 SC_TAS2511 20251020 ... SC_TAS
69 SC_TAS2512 20251020 ... SC_TAS
70 SC_TAS2601 20251020 ... SC_TAS
71 SC_TAS2602 20251020 ... SC_TAS
[66 rows x 12 columns]
2025-10-20 18:26:37,874 - future_1d - INFO - ak.get_ine_daily('2025-10-20') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251020 ... 85300 84720 CU
1 1 CU2512 20251020 ... 85260 84760 CU
2 2 CU2601 20251020 ... 85230 84710 CU
3 3 CU2602 20251020 ... 85160 84610 CU
4 4 CU2603 20251020 ... 85120 84560 CU
5 5 CU2604 20251020 ... 85040 84440 CU
6 6 CU2605 20251020 ... 84970 84470 CU
7 7 CU2606 20251020 ... 84990 84350 CU
8 8 CU2607 20251020 ... 84890 84200 CU
9 9 CU2608 20251020 ... 84710 84120 CU
10 10 CU2609 20251020 ... 84510 83990 CU
11 11 CU2610 20251020 ... 84660 83980 CU
12 12 BC2511 20251020 ... 75720 75250 BC
13 13 BC2512 20251020 ... 75960 75350 BC
14 14 BC2601 20251020 ... 75860 75510 BC
15 15 BC2602 20251020 ... 75800 75800 BC
16 16 BC2603 20251020 ... 75870 75870 BC
17 17 BC2604 20251020 ... 76440 76440 BC
18 18 BC2605 20251020 ... 75900 75900 BC
19 19 BC2606 20251020 ... 75880 75880 BC
20 20 BC2607 20251020 ... 76570 76570 BC
21 21 BC2608 20251020 ... 75800 75800 BC
22 22 BC2609 20251020 ... 76130 76130 BC
23 23 BC2610 20251020 ... 76130 76130 BC
24 24 AL2511 20251020 ... 20900 20960 AL
25 25 AL2512 20251020 ... 20930 20990 AL
26 26 AL2601 20251020 ... 20930 20995 AL
27 27 AL2602 20251020 ... 20940 21005 AL
28 28 AL2603 20251020 ... 20955 21010 AL
29 29 AL2604 20251020 ... 20970 21025 AL
30 30 AL2605 20251020 ... 20985 21040 AL
31 31 AL2606 20251020 ... 20985 21040 AL
32 32 AL2607 20251020 ... 20995 21070 AL
33 33 AL2608 20251020 ... 21000 21025 AL
34 34 AL2609 20251020 ... 20995 21035 AL
35 35 AL2610 20251020 ... 20980 21060 AL
36 36 ZN2511 20251020 ... 21880 21910 ZN
37 37 ZN2512 20251020 ... 21885 21925 ZN
38 38 ZN2601 20251020 ... 21915 21955 ZN
39 39 ZN2602 20251020 ... 21945 21990 ZN
40 40 ZN2603 20251020 ... 21980 22005 ZN
41 41 ZN2604 20251020 ... 22010 22010 ZN
42 42 ZN2605 20251020 ... 22025 22065 ZN
43 43 ZN2606 20251020 ... 22080 22075 ZN
44 44 ZN2607 20251020 ... 22080 22175 ZN
45 45 ZN2608 20251020 ... 22105 22205 ZN
46 46 ZN2609 20251020 ... 22150 22195 ZN
47 47 ZN2610 20251020 ... 22210 22210 ZN
48 48 PB2511 20251020 ... 17100 17050 PB
49 49 PB2512 20251020 ... 17120 17070 PB
50 50 PB2601 20251020 ... 17110 17070 PB
51 51 PB2602 20251020 ... 17140 17070 PB
52 52 PB2603 20251020 ... 17155 17120 PB
53 53 PB2604 20251020 ... 17165 17120 PB
54 54 PB2605 20251020 ... 17175 17150 PB
55 55 PB2606 20251020 ... 17200 17205 PB
56 56 PB2607 20251020 ... 17210 17160 PB
57 57 PB2608 20251020 ... 17240 17235 PB
58 58 PB2609 20251020 ... 17270 17175 PB
59 59 PB2610 20251020 ... 17195 17230 PB
60 60 NI2511 20251020 ... 120750 121340 NI
61 61 NI2512 20251020 ... 120920 121490 NI
62 62 NI2601 20251020 ... 121140 121690 NI
63 63 NI2602 20251020 ... 121320 121870 NI
64 64 NI2603 20251020 ... 121540 122040 NI
65 65 NI2604 20251020 ... 121810 122430 NI
66 66 NI2605 20251020 ... 122070 122570 NI
67 67 NI2606 20251020 ... 122230 122810 NI
68 68 NI2607 20251020 ... 122530 123110 NI
69 69 NI2608 20251020 ... 122820 123310 NI
70 70 NI2609 20251020 ... 123150 124290 NI
71 71 NI2610 20251020 ... 123160 123530 NI
72 72 SN2511 20251020 ... 278950 281380 SN
73 73 SN2512 20251020 ... 279380 281840 SN
74 74 SN2601 20251020 ... 279520 281930 SN
75 75 SN2602 20251020 ... 279580 282070 SN
76 76 SN2603 20251020 ... 279470 281950 SN
77 77 SN2604 20251020 ... 279690 282360 SN
78 78 SN2605 20251020 ... 279650 282090 SN
79 79 SN2606 20251020 ... 279860 282500 SN
80 80 SN2607 20251020 ... 280420 282610 SN
81 81 SN2608 20251020 ... 280550 282980 SN
82 82 SN2609 20251020 ... 280620 283360 SN
83 83 SN2610 20251020 ... 281950 282070 SN
84 84 AO2511 20251020 ... 2788 2779 AO
85 85 AO2512 20251020 ... 2806 2788 AO
86 86 AO2601 20251020 ... 2816 2802 AO
87 87 AO2602 20251020 ... 2837 2821 AO
88 88 AO2603 20251020 ... 2903 2893 AO
89 89 AO2604 20251020 ... 2914 2906 AO
90 90 AO2605 20251020 ... 2927 2919 AO
91 91 AO2606 20251020 ... 2933 2928 AO
92 92 AO2607 20251020 ... 2942 2934 AO
93 93 AO2608 20251020 ... 2960 2941 AO
94 94 AO2609 20251020 ... 2975 2962 AO
95 95 AO2610 20251020 ... 2990 2976 AO
96 96 AD2511 20251020 ... 20330 20395 AD
97 97 AD2512 20251020 ... 20400 20475 AD
98 98 AD2601 20251020 ... 20440 20515 AD
99 99 AD2602 20251020 ... 20435 20495 AD
100 100 AD2603 20251020 ... 20350 20530 AD
101 101 AD2604 20251020 ... 20420 20420 AD
102 102 AD2605 20251020 ... 20360 20375 AD
103 103 AD2606 20251020 ... 20335 20300 AD
104 104 AD2607 20251020 ... 20270 20270 AD
105 105 AD2608 20251020 ... 20390 20390 AD
106 106 AD2609 20251020 ... 20640 20640 AD
107 107 AD2610 20251020 ... 20495 20495 AD
108 108 AU2511 20251020 ... 973.38 988.7 AU
109 109 AU2512 20251020 ... 974.4 986.38 AU
110 110 AU2601 20251020 ... 977.04 989.44 AU
111 111 AU2602 20251020 ... 976.78 989.9 AU
112 112 AU2604 20251020 ... 979.42 992.24 AU
113 113 AU2606 20251020 ... 982.34 995.6 AU
114 114 AU2608 20251020 ... 984.54 997.1 AU
115 115 AU2610 20251020 ... 986.66 1000.74 AU
116 116 AG2511 20251020 ... 11784 12215 AG
117 117 AG2512 20251020 ... 11782 12230 AG
118 118 AG2601 20251020 ... 11802 12236 AG
119 119 AG2602 20251020 ... 11809 12249 AG
120 120 AG2603 20251020 ... 11833 12258 AG
121 121 AG2604 20251020 ... 11834 12270 AG
122 122 AG2605 20251020 ... 11850 12282 AG
123 123 AG2606 20251020 ... 11857 12293 AG
124 124 AG2607 20251020 ... 11865 12316 AG
125 125 AG2608 20251020 ... 11872 12310 AG
126 126 AG2609 20251020 ... 11885 12327 AG
127 127 AG2610 20251020 ... 11910 12340 AG
128 128 RB2511 20251020 ... 2997 2985 RB
129 129 RB2512 20251020 ... 3041 3033 RB
130 130 RB2601 20251020 ... 3058 3046 RB
131 131 RB2602 20251020 ... 3063 3052 RB
132 132 RB2603 20251020 ... 3087 3075 RB
133 133 RB2604 20251020 ... 3105 3092 RB
134 134 RB2605 20251020 ... 3114 3103 RB
135 135 RB2606 20251020 ... 3129 3118 RB
136 136 RB2607 20251020 ... 3137 3125 RB
137 137 RB2608 20251020 ... 3145 3136 RB
138 138 RB2609 20251020 ... 3152 3139 RB
139 139 RB2610 20251020 ... 3151 3142 RB
140 140 WR2511 20251020 ... 3310 3270 WR
141 141 WR2512 20251020 ... 3262 3355 WR
142 142 WR2601 20251020 ... 3362 3365 WR
143 143 WR2602 20251020 ... 3403 3403 WR
144 144 WR2603 20251020 ... 3361 3361 WR
145 145 WR2604 20251020 ... 3369 3369 WR
146 146 WR2605 20251020 ... 3365 3365 WR
147 147 WR2606 20251020 ... 3363 3363 WR
148 148 WR2607 20251020 ... 3430 3416 WR
149 149 WR2608 20251020 ... 3461 3461 WR
150 150 WR2609 20251020 ... 3430 3430 WR
151 151 WR2610 20251020 ... 3430 3430 WR
152 152 HC2511 20251020 ... 3275 3265 HC
153 153 HC2512 20251020 ... 3261 3255 HC
154 154 HC2601 20251020 ... 3229 3219 HC
155 155 HC2602 20251020 ... 3231 3226 HC
156 156 HC2603 20251020 ... 3235 3226 HC
157 157 HC2604 20251020 ... 3240 3230 HC
158 158 HC2605 20251020 ... 3245 3234 HC
159 159 HC2606 20251020 ... 3247 3228 HC
160 160 HC2607 20251020 ... 3256 3244 HC
161 161 HC2608 20251020 ... 3262 3249 HC
162 162 HC2609 20251020 ... 3267 3252 HC
163 163 HC2610 20251020 ... 3267 3256 HC
164 164 SS2511 20251020 ... 12590 12585 SS
165 165 SS2512 20251020 ... 12610 12615 SS
166 166 SS2601 20251020 ... 12700 12705 SS
167 167 SS2602 20251020 ... 12755 12760 SS
168 168 SS2603 20251020 ... 12845 12845 SS
169 169 SS2604 20251020 ... 12925 12910 SS
170 170 SS2605 20251020 ... 12950 12965 SS
171 171 SS2606 20251020 ... 13025 13045 SS
172 172 SS2607 20251020 ... 13070 13085 SS
173 173 SS2608 20251020 ... 13135 13125 SS
174 174 SS2609 20251020 ... 13180 13175 SS
175 175 SS2610 20251020 ... 13230 13230 SS
176 176 SC2511 20251020 ... 436.3 437.9 SC
177 177 SC2512 20251020 ... 439.1 439.6 SC
178 178 SC2601 20251020 ... 439.9 439.5 SC
179 179 SC2602 20251020 ... 441.3 439.2 SC
180 180 SC2603 20251020 ... 442.4 440.6 SC
181 181 SC2604 20251020 ... 443.9 439.7 SC
182 182 SC2605 20251020 ... 444.6 440.6 SC
183 183 SC2606 20251020 ... 445.5 441.9 SC
184 184 SC2607 20251020 ... 447.3 444 SC
185 185 SC2608 20251020 ... 448.1 445.5 SC
186 186 SC2609 20251020 ... 447.8 445.7 SC
187 187 SC2610 20251020 ... 447.3 447.3 SC
188 188 SC2612 20251020 ... 450.4 445.6 SC
189 189 SC2703 20251020 ... 448.1 448.1 SC
190 190 SC2706 20251020 ... 451.7 451.7 SC
191 191 SC2709 20251020 ... 450.2 450.2 SC
192 192 SC2712 20251020 ... 451.8 445.2 SC
193 193 SC2803 20251020 ... 448.9 446 SC
194 194 SC2806 20251020 ... 454.8 447.1 SC
195 195 SC2809 20251020 ... 456.3 449.2 SC
196 196 LU2511 20251020 ... 3054 3069 LU
197 197 LU2512 20251020 ... 3085 3096 LU
198 198 LU2601 20251020 ... 3090 3101 LU
199 199 LU2602 20251020 ... 3098 3115 LU
200 200 LU2603 20251020 ... 3099 3116 LU
201 201 LU2604 20251020 ... 3112 3112 LU
202 202 LU2605 20251020 ... 3115 3111 LU
203 203 LU2606 20251020 ... 3124 3117 LU
204 204 LU2607 20251020 ... 3128 3143 LU
205 205 LU2608 20251020 ... 3130 3133 LU
206 206 LU2609 20251020 ... 3137 3154 LU
207 207 LU2610 20251020 ... 3137 3129 LU
208 208 FU2511 20251020 ... 2772 2719 FU
209 209 FU2512 20251020 ... 2684 2674 FU
210 210 FU2601 20251020 ... 2650 2644 FU
211 211 FU2602 20251020 ... 2633 2631 FU
212 212 FU2603 20251020 ... 2626 2620 FU
213 213 FU2604 20251020 ... 2625 2618 FU
214 214 FU2605 20251020 ... 2619 2613 FU
215 215 FU2606 20251020 ... 2611 2609 FU
216 216 FU2607 20251020 ... 2606 2602 FU
217 217 FU2608 20251020 ... 2581 2574 FU
218 218 FU2609 20251020 ... 2575 2575 FU
219 219 FU2610 20251020 ... 2567 2564 FU
220 220 BU2511 20251020 ... 3245 3247 BU
221 221 BU2512 20251020 ... 3172 3172 BU
222 222 BU2601 20251020 ... 3144 3137 BU
223 223 BU2602 20251020 ... 3153 3146 BU
224 224 BU2603 20251020 ... 3171 3164 BU
225 225 BU2604 20251020 ... 3180 3171 BU
226 226 BU2605 20251020 ... 3185 3177 BU
227 227 BU2606 20251020 ... 3193 3182 BU
228 228 BU2607 20251020 ... 3198 3186 BU
229 229 BU2608 20251020 ... 3190 3177 BU
230 230 BU2609 20251020 ... 3195 3184 BU
231 231 BU2610 20251020 ... 3168 3168 BU
232 232 BU2612 20251020 ... 3140 3125 BU
233 233 BU2703 20251020 ... 3150 3150 BU
234 234 BU2706 20251020 ... 3166 3151 BU
235 235 BU2709 20251020 ... 3166 3158 BU
236 236 BR2511 20251020 ... 10985 11035 BR
237 237 BR2512 20251020 ... 10880 10940 BR
238 238 BR2601 20251020 ... 10855 10915 BR
239 239 BR2602 20251020 ... 10850 10890 BR
240 240 BR2603 20251020 ... 10840 10880 BR
241 241 BR2604 20251020 ... 10890 10850 BR
242 242 BR2605 20251020 ... 10890 10945 BR
243 243 BR2606 20251020 ... 10910 10910 BR
244 244 BR2607 20251020 ... 11120 11150 BR
245 245 BR2608 20251020 ... 11185 11185 BR
246 246 BR2609 20251020 ... 11140 11245 BR
247 247 BR2610 20251020 ... 11210 11215 BR
248 248 RU2511 20251020 ... 14105 14065 RU
249 249 RU2601 20251020 ... 14865 14820 RU
250 250 RU2603 20251020 ... 14865 14810 RU
251 251 RU2604 20251020 ... 14880 14800 RU
252 252 RU2605 20251020 ... 14845 14790 RU
253 253 RU2606 20251020 ... 14855 14815 RU
254 254 RU2607 20251020 ... 14905 14840 RU
255 255 RU2608 20251020 ... 14915 14810 RU
256 256 RU2609 20251020 ... 14890 14815 RU
257 257 RU2610 20251020 ... 14890 14855 RU
258 258 NR2511 20251020 ... 12275 12340 NR
259 259 NR2512 20251020 ... 12240 12290 NR
260 260 NR2601 20251020 ... 12185 12215 NR
261 261 NR2602 20251020 ... 12115 12155 NR
262 262 NR2603 20251020 ... 12095 12120 NR
263 263 NR2604 20251020 ... 12090 12120 NR
264 264 NR2605 20251020 ... 12130 12120 NR
265 265 NR2606 20251020 ... 12150 12125 NR
266 266 NR2607 20251020 ... 12150 12145 NR
267 267 NR2608 20251020 ... 12135 12175 NR
268 268 NR2609 20251020 ... 12215 12215 NR
269 269 NR2610 20251020 ... 12225 12265 NR
270 270 SP2511 20251020 ... 4858 4850 SP
271 271 SP2512 20251020 ... 4884 4870 SP
272 272 SP2601 20251020 ... 5158 5124 SP
273 273 SP2602 20251020 ... 5166 5142 SP
274 274 SP2603 20251020 ... 5186 5156 SP
275 275 SP2604 20251020 ... 5202 5174 SP
276 276 SP2605 20251020 ... 5214 5186 SP
277 277 SP2606 20251020 ... 5212 5184 SP
278 278 SP2607 20251020 ... 5212 5190 SP
279 279 SP2608 20251020 ... 5214 5196 SP
280 280 SP2609 20251020 ... 5212 5186 SP
281 281 SP2610 20251020 ... 5212 5190 SP
282 282 OP2601 20251020 ... 4174 4206 OP
283 283 OP2602 20251020 ... 4166 4220 OP
284 284 OP2603 20251020 ... 4172 4216 OP
285 285 OP2604 20251020 ... 4208 4228 OP
286 286 OP2605 20251020 ... 4204 4216 OP
287 287 OP2606 20251020 ... 4176 4198 OP
288 288 OP2607 20251020 ... 4210 4242 OP
289 289 OP2608 20251020 ... 4212 4258 OP
290 290 OP2609 20251020 ... 4198 4220 OP
291 291 OP2610 20251020 ... 4202 4220 OP
292 292 EC2510 20251020 ... 1102.6 1098.8 EC
293 293 EC2512 20251020 ... 1683.4 1658.2 EC
294 294 EC2602 20251020 ... 1524.2 1459.8 EC
295 295 EC2604 20251020 ... 1152.4 1126.4 EC
296 296 EC2606 20251020 ... 1328.9 1288.5 EC
297 297 EC2608 20251020 ... 1445.3 1411.4 EC
298 298 SC_TAS2511 20251020 ... SC_TAS
299 299 SC_TAS2512 20251020 ... SC_TAS
300 300 SC_TAS2601 20251020 ... SC_TAS
301 301 SC_TAS2602 20251020 ... SC_TAS
[302 rows x 13 columns]
2025-10-20 18:26:37,976 - future_1d - INFO - ak.get_shfe_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 a2511 20251020 4005.00 ... 4041.00 4012.00 A
1 a2601 20251020 4028.00 ... 4055.00 4034.00 A
2 a2603 20251020 4013.00 ... 4055.00 4034.00 A
3 a2605 20251020 4060.00 ... 4087.00 4066.00 A
4 a2607 20251020 4047.00 ... 4083.00 4060.00 A
5 a2609 20251020 4060.00 ... 4086.00 4063.00 A
6 b2510 20251020 0.00 ... 3600.00 3600.00 B
7 b2511 20251020 3575.00 ... 3607.00 3582.00 B
8 b2512 20251020 3593.00 ... 3611.00 3595.00 B
9 b2601 20251020 3595.00 ... 3623.00 3609.00 B
10 b2602 20251020 3605.00 ... 3639.00 3618.00 B
11 b2603 20251020 3585.00 ... 3603.00 3585.00 B
12 b2604 20251020 3498.00 ... 3501.00 3504.00 B
13 b2605 20251020 3424.00 ... 3446.00 3441.00 B
14 b2606 20251020 3412.00 ... 3418.00 3408.00 B
15 b2607 20251020 3403.00 ... 3419.00 3410.00 B
16 b2608 20251020 3502.00 ... 3517.00 3511.00 B
17 b2609 20251020 3534.00 ... 3549.00 3534.00 B
18 bb2511 20251020 0.00 ... 144.50 144.50 BB
19 bb2601 20251020 147.10 ... 146.85 147.15 BB
20 bb2603 20251020 146.50 ... 146.65 146.90 BB
21 bb2605 20251020 147.35 ... 147.10 147.70 BB
22 bb2607 20251020 0.00 ... 151.60 152.20 BB
23 bb2609 20251020 0.00 ... 151.60 152.20 BB
24 bz2603 20251020 5579.00 ... 5535.00 5594.00 BZ
25 bz2604 20251020 5602.00 ... 5529.00 5583.00 BZ
26 bz2605 20251020 5608.00 ... 5532.00 5587.00 BZ
27 bz2606 20251020 5588.00 ... 5515.00 5597.00 BZ
28 bz2607 20251020 5485.00 ... 5479.00 5603.00 BZ
29 bz2608 20251020 0.00 ... 5577.00 5586.00 BZ
30 bz2609 20251020 0.00 ... 5639.00 5695.00 BZ
31 c2511 20251020 2114.00 ... 2118.00 2114.00 C
32 c2601 20251020 2118.00 ... 2128.00 2128.00 C
33 c2603 20251020 2148.00 ... 2158.00 2158.00 C
34 c2605 20251020 2220.00 ... 2236.00 2231.00 C
35 c2607 20251020 2238.00 ... 2257.00 2243.00 C
36 c2609 20251020 2254.00 ... 2271.00 2259.00 C
37 cs2511 20251020 2374.00 ... 2382.00 2373.00 CS
38 cs2601 20251020 2387.00 ... 2402.00 2402.00 CS
39 cs2603 20251020 2404.00 ... 2426.00 2423.00 CS
40 cs2605 20251020 2522.00 ... 2534.00 2528.00 CS
41 cs2607 20251020 2538.00 ... 2551.00 2541.00 CS
42 cs2609 20251020 2583.00 ... 2592.00 2583.00 CS
43 eb2510 20251020 6419.00 ... 6316.00 6495.00 EB
44 eb2511 20251020 6505.00 ... 6469.00 6519.00 EB
45 eb2512 20251020 6528.00 ... 6495.00 6542.00 EB
46 eb2601 20251020 6570.00 ... 6543.00 6587.00 EB
47 eb2602 20251020 6629.00 ... 6609.00 6640.00 EB
48 eb2603 20251020 6696.00 ... 6670.00 6696.00 EB
49 eb2604 20251020 6768.00 ... 6689.00 6747.00 EB
50 eb2605 20251020 6772.00 ... 6756.00 6795.00 EB
51 eb2606 20251020 6828.00 ... 6795.00 6870.00 EB
52 eb2607 20251020 6823.00 ... 6817.00 6836.00 EB
53 eb2608 20251020 6819.00 ... 6822.00 6840.00 EB
54 eb2609 20251020 6857.00 ... 6857.00 6869.00 EB
55 eg2510 20251020 4086.00 ... 4057.00 4082.00 EG
56 eg2511 20251020 4022.00 ... 4031.00 4043.00 EG
57 eg2512 20251020 4022.00 ... 4028.00 4038.00 EG
58 eg2601 20251020 4012.00 ... 4030.00 4037.00 EG
59 eg2602 20251020 4056.00 ... 4054.00 4051.00 EG
60 eg2603 20251020 4062.00 ... 4069.00 4065.00 EG
61 eg2604 20251020 4123.00 ... 4108.00 4131.00 EG
62 eg2605 20251020 4104.00 ... 4111.00 4122.00 EG
63 eg2606 20251020 4127.00 ... 4108.00 4131.00 EG
64 eg2607 20251020 4125.00 ... 4132.00 4166.00 EG
65 eg2608 20251020 4156.00 ... 4136.00 4180.00 EG
66 eg2609 20251020 4148.00 ... 4146.00 4150.00 EG
67 fb2510 20251020 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251020 1239.50 ... 1232.50 1240.00 FB
69 fb2512 20251020 1256.50 ... 1258.00 1259.50 FB
70 fb2601 20251020 1267.50 ... 1268.50 1268.00 FB
71 fb2602 20251020 1265.50 ... 1265.50 1266.50 FB
72 fb2603 20251020 1258.00 ... 1258.00 1261.50 FB
73 fb2604 20251020 1260.00 ... 1260.50 1265.00 FB
74 fb2605 20251020 1315.00 ... 1315.00 1288.50 FB
75 fb2606 20251020 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251020 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251020 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251020 0.00 ... 1296.00 1296.00 FB
79 i2510 20251020 0.00 ... 806.00 806.00 I
80 i2511 20251020 790.00 ... 787.00 789.00 I
81 i2512 20251020 782.50 ... 779.50 783.00 I
82 i2601 20251020 771.00 ... 768.50 771.50 I
83 i2602 20251020 769.00 ... 767.00 769.50 I
84 i2603 20251020 764.50 ... 764.00 766.00 I
85 i2604 20251020 759.50 ... 758.50 761.00 I
86 i2605 20251020 749.00 ... 749.00 750.50 I
87 i2606 20251020 744.50 ... 744.00 745.00 I
88 i2607 20251020 739.50 ... 738.50 740.50 I
89 i2608 20251020 735.00 ... 734.50 736.00 I
90 i2609 20251020 729.00 ... 728.00 729.00 I
91 j2510 20251020 0.00 ... 1600.00 1600.00 J
92 j2511 20251020 1655.00 ... 1656.50 1621.00 J
93 j2512 20251020 1683.00 ... 1687.50 1649.00 J
94 j2601 20251020 1685.00 ... 1719.00 1682.50 J
95 j2602 20251020 1755.00 ... 1753.00 1707.00 J
96 j2603 20251020 0.00 ... 1738.50 1738.50 J
97 j2604 20251020 1860.00 ... 1847.50 1808.00 J
98 j2605 20251020 1831.00 ... 1864.50 1828.50 J
99 j2606 20251020 1886.50 ... 1887.50 1820.50 J
100 j2607 20251020 1897.00 ... 1897.00 1833.50 J
101 j2608 20251020 0.00 ... 1865.00 1865.00 J
102 j2609 20251020 1945.00 ... 1946.00 1909.50 J
103 jd2510 20251020 2709.00 ... 2700.00 2734.00 JD
104 jd2511 20251020 2752.00 ... 2770.00 2819.00 JD
105 jd2512 20251020 2900.00 ... 2916.00 2965.00 JD
106 jd2601 20251020 3150.00 ... 3153.00 3176.00 JD
107 jd2602 20251020 2940.00 ... 2949.00 2968.00 JD
108 jd2603 20251020 2960.00 ... 2962.00 2974.00 JD
109 jd2604 20251020 3103.00 ... 3122.00 3108.00 JD
110 jd2605 20251020 3310.00 ... 3332.00 3310.00 JD
111 jd2606 20251020 3212.00 ... 3232.00 3211.00 JD
112 jd2607 20251020 3447.00 ... 3477.00 3459.00 JD
113 jd2608 20251020 3945.00 ... 3959.00 3951.00 JD
114 jd2609 20251020 3829.00 ... 3851.00 3845.00 JD
115 jm2510 20251020 1036.50 ... 1036.50 960.00 JM
116 jm2511 20251020 1053.00 ... 1080.00 1067.50 JM
117 jm2512 20251020 1121.00 ... 1150.00 1120.00 JM
118 jm2601 20251020 1190.00 ... 1219.50 1184.50 JM
119 jm2602 20251020 1205.00 ... 1240.00 1206.50 JM
120 jm2603 20251020 1230.00 ... 1256.00 1225.00 JM
121 jm2604 20251020 1242.50 ... 1273.50 1245.50 JM
122 jm2605 20251020 1265.00 ... 1297.00 1266.50 JM
123 jm2606 20251020 1290.00 ... 1317.00 1283.50 JM
124 jm2607 20251020 1308.00 ... 1328.00 1303.50 JM
125 jm2608 20251020 1328.50 ... 1355.00 1323.50 JM
126 jm2609 20251020 1345.00 ... 1372.00 1346.50 JM
127 l2510 20251020 0.00 ... 6856.00 6856.00 L
128 l2511 20251020 6875.00 ... 6890.00 6868.00 L
129 l2512 20251020 6870.00 ... 6903.00 6883.00 L
130 l2601 20251020 6891.00 ... 6909.00 6893.00 L
131 l2602 20251020 6916.00 ... 6904.00 6890.00 L
132 l2603 20251020 6891.00 ... 6912.00 6892.00 L
133 l2604 20251020 6960.00 ... 6958.00 6945.00 L
134 l2605 20251020 6912.00 ... 6943.00 6927.00 L
135 l2606 20251020 6954.00 ... 6936.00 6919.00 L
136 l2607 20251020 6969.00 ... 6954.00 6952.00 L
137 l2608 20251020 6972.00 ... 6967.00 6934.00 L
138 l2609 20251020 6952.00 ... 6965.00 6922.00 L
139 lg2511 20251020 802.00 ... 803.00 800.50 LG
140 lg2601 20251020 836.00 ... 834.50 830.50 LG
141 lg2603 20251020 835.00 ... 833.00 832.50 LG
142 lg2605 20251020 834.00 ... 834.00 834.00 LG
143 lg2607 20251020 836.00 ... 835.50 834.00 LG
144 lg2609 20251020 836.50 ... 835.50 835.50 LG
145 lh2511 20251020 11200.00 ... 11365.00 11105.00 LH
146 lh2601 20251020 11800.00 ... 12100.00 11815.00 LH
147 lh2603 20251020 11420.00 ... 11550.00 11375.00 LH
148 lh2605 20251020 11985.00 ... 12115.00 12000.00 LH
149 lh2607 20251020 12760.00 ... 12895.00 12770.00 LH
150 lh2609 20251020 13520.00 ... 13660.00 13580.00 LH
151 m2511 20251020 2854.00 ... 2874.00 2857.00 M
152 m2512 20251020 2885.00 ... 2904.00 2900.00 M
153 m2601 20251020 2868.00 ... 2894.00 2882.00 M
154 m2603 20251020 2855.00 ... 2879.00 2872.00 M
155 m2605 20251020 2708.00 ... 2731.00 2730.00 M
156 m2607 20251020 2705.00 ... 2716.00 2715.00 M
157 m2608 20251020 2830.00 ... 2841.00 2837.00 M
158 m2609 20251020 2840.00 ... 2847.00 2840.00 M
159 p2510 20251020 0.00 ... 9120.00 9120.00 P
160 p2511 20251020 9258.00 ... 9276.00 9254.00 P
161 p2512 20251020 9290.00 ... 9310.00 9282.00 P
162 p2601 20251020 9332.00 ... 9370.00 9334.00 P
163 p2602 20251020 9304.00 ... 9382.00 9336.00 P
164 p2603 20251020 9342.00 ... 9394.00 9352.00 P
165 p2604 20251020 9354.00 ... 9380.00 9330.00 P
166 p2605 20251020 9278.00 ... 9328.00 9294.00 P
167 p2606 20251020 9208.00 ... 9226.00 9208.00 P
168 p2607 20251020 9154.00 ... 9134.00 9126.00 P
169 p2608 20251020 9056.00 ... 9064.00 9034.00 P
170 p2609 20251020 9000.00 ... 9022.00 8974.00 P
171 pg2510 20251020 4339.00 ... 4339.00 4339.00 PG
172 pg2511 20251020 4224.00 ... 4239.00 4241.00 PG
173 pg2512 20251020 4095.00 ... 4102.00 4109.00 PG
174 pg2601 20251020 3981.00 ... 3994.00 4001.00 PG
175 pg2602 20251020 3879.00 ... 3899.00 3907.00 PG
176 pg2603 20251020 3792.00 ... 3806.00 3821.00 PG
177 pg2604 20251020 4147.00 ... 4137.00 4180.00 PG
178 pg2605 20251020 4037.00 ... 4057.00 4078.00 PG
179 pg2606 20251020 3992.00 ... 4002.00 4011.00 PG
180 pg2607 20251020 3955.00 ... 3937.00 3972.00 PG
181 pg2608 20251020 3890.00 ... 3884.00 3902.00 PG
182 pg2609 20251020 3818.00 ... 3827.00 3842.00 PG
183 pp2510 20251020 0.00 ... 6455.00 6455.00 PP
184 pp2511 20251020 6483.00 ... 6525.00 6508.00 PP
185 pp2512 20251020 6561.00 ... 6568.00 6550.00 PP
186 pp2601 20251020 6566.00 ... 6594.00 6583.00 PP
187 pp2602 20251020 6568.00 ... 6596.00 6585.00 PP
188 pp2603 20251020 6564.00 ... 6593.00 6585.00 PP
189 pp2604 20251020 6608.00 ... 6625.00 6604.00 PP
190 pp2605 20251020 6609.00 ... 6640.00 6630.00 PP
191 pp2606 20251020 6611.00 ... 6600.00 6583.00 PP
192 pp2607 20251020 6617.00 ... 6595.00 6587.00 PP
193 pp2608 20251020 6646.00 ... 6630.00 6616.00 PP
194 pp2609 20251020 6650.00 ... 6664.00 6657.00 PP
195 rr2510 20251020 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251020 3617.00 ... 3617.00 3616.00 RR
197 rr2512 20251020 3593.00 ... 3597.00 3598.00 RR
198 rr2601 20251020 3629.00 ... 3627.00 3627.00 RR
199 rr2602 20251020 3619.00 ... 3614.00 3617.00 RR
200 rr2603 20251020 3614.00 ... 3613.00 3614.00 RR
201 rr2604 20251020 3615.00 ... 3618.00 3622.00 RR
202 rr2605 20251020 3620.00 ... 3615.00 3625.00 RR
203 rr2606 20251020 3610.00 ... 3606.00 3612.00 RR
204 rr2607 20251020 3608.00 ... 3608.00 3609.00 RR
205 rr2608 20251020 3599.00 ... 3600.00 3606.00 RR
206 rr2609 20251020 3616.00 ... 3616.00 3623.00 RR
207 v2510 20251020 4592.00 ... 4596.00 4586.00 V
208 v2511 20251020 4597.00 ... 4632.00 4617.00 V
209 v2512 20251020 4653.00 ... 4673.00 4658.00 V
210 v2601 20251020 4696.00 ... 4721.00 4706.00 V
211 v2602 20251020 4741.00 ... 4767.00 4748.00 V
212 v2603 20251020 4767.00 ... 4796.00 4777.00 V
213 v2604 20251020 5000.00 ... 4993.00 4970.00 V
214 v2605 20251020 4991.00 ... 5026.00 5012.00 V
215 v2606 20251020 5072.00 ... 5065.00 5045.00 V
216 v2607 20251020 5103.00 ... 5106.00 5090.00 V
217 v2608 20251020 5126.00 ... 5132.00 5116.00 V
218 v2609 20251020 5129.00 ... 5151.00 5140.00 V
219 y2511 20251020 8262.00 ... 8292.00 8272.00 Y
220 y2512 20251020 8304.00 ... 8346.00 8316.00 Y
221 y2601 20251020 8272.00 ... 8312.00 8286.00 Y
222 y2603 20251020 8224.00 ... 8256.00 8230.00 Y
223 y2605 20251020 8048.00 ... 8108.00 8078.00 Y
224 y2607 20251020 7998.00 ... 8044.00 8018.00 Y
225 y2608 20251020 8010.00 ... 8036.00 8008.00 Y
226 y2609 20251020 7960.00 ... 8012.00 7986.00 Y
[227 rows x 12 columns]
2025-10-20 18:26:38,558 - future_1d - INFO - ak.get_dce_daily('2025-10-20') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251020 9205.0 9400.0 ... 250.93 9294.0 9187.0 AP
1 AP511 20251020 8796.0 8970.0 ... 3455.28 8882.0 8760.0 AP
2 AP512 20251020 8686.0 8862.0 ... 6547.42 8730.0 8677.0 AP
3 AP601 20251020 8688.0 8888.0 ... 1405291.35 8798.0 8669.0 AP
4 AP603 20251020 8604.0 8916.0 ... 8262.33 8771.0 8564.0 AP
5 AP604 20251020 8663.0 9160.0 ... 5813.67 8972.0 8604.0 AP
6 AP605 20251020 8761.0 9373.0 ... 404073.49 9142.0 8654.0 AP
7 CF511 20251020 13405.0 13555.0 ... 42452.59 13490.0 13375.0 CF
8 CF601 20251020 13360.0 13495.0 ... 1946627.52 13435.0 13335.0 CF
9 CF603 20251020 13380.0 13515.0 ... 141687.96 13480.0 13360.0 CF
10 CF605 20251020 13420.0 13555.0 ... 557778.31 13505.0 13390.0 CF
11 CF607 20251020 13440.0 13575.0 ... 2781.67 13535.0 13405.0 CF
12 CF609 20251020 13615.0 13730.0 ... 4342.52 13675.0 13555.0 CF
13 CJ512 20251020 11280.0 11340.0 ... 7322.28 11250.0 11250.0 CJ
14 CJ601 20251020 11450.0 11470.0 ... 830220.93 11385.0 11405.0 CJ
15 CJ603 20251020 11340.0 11390.0 ... 9652.38 11310.0 11340.0 CJ
16 CJ605 20251020 11450.0 11465.0 ... 165812.68 11395.0 11435.0 CJ
17 CJ607 20251020 11445.0 11545.0 ... 1744.73 11480.0 11520.0 CJ
18 CJ609 20251020 11685.0 11685.0 ... 1149.54 11610.0 11655.0 CJ
19 CY510 20251020 0.0 0.0 ... 0.00 19705.0 19545.0 CY
20 CY511 20251020 19790.0 19960.0 ... 1144.20 19900.0 19780.0 CY
21 CY512 20251020 0.0 0.0 ... 0.00 19345.0 19150.0 CY
22 CY601 20251020 19490.0 19660.0 ... 134097.58 19605.0 19445.0 CY
23 CY602 20251020 0.0 0.0 ... 0.00 19475.0 19455.0 CY
24 CY603 20251020 0.0 0.0 ... 0.00 19650.0 19525.0 CY
25 CY604 20251020 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251020 19715.0 19745.0 ... 69.03 19720.0 19590.0 CY
27 CY606 20251020 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251020 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251020 0.0 0.0 ... 0.00 19605.0 19545.0 CY
30 CY609 20251020 19900.0 19900.0 ... 9.95 19900.0 19740.0 CY
31 FG510 20251020 980.0 980.0 ... 19.60 980.0 1010.0 FG
32 FG511 20251020 999.0 1020.0 ... 17399.90 1005.0 1019.0 FG
33 FG512 20251020 1103.0 1128.0 ... 153307.44 1114.0 1122.0 FG
34 FG601 20251020 1099.0 1125.0 ... 4963570.08 1108.0 1118.0 FG
35 FG602 20251020 1166.0 1192.0 ... 58829.70 1173.0 1184.0 FG
36 FG603 20251020 1165.0 1190.0 ... 195173.60 1174.0 1188.0 FG
37 FG604 20251020 1235.0 1261.0 ... 892.37 1246.0 1252.0 FG
38 FG605 20251020 1234.0 1260.0 ... 180015.65 1241.0 1252.0 FG
39 FG606 20251020 1280.0 1300.0 ... 1068.83 1285.0 1289.0 FG
40 FG607 20251020 1276.0 1291.0 ... 2092.95 1272.0 1283.0 FG
41 FG608 20251020 1327.0 1345.0 ... 1552.33 1329.0 1337.0 FG
42 FG609 20251020 1321.0 1343.0 ... 7956.01 1328.0 1336.0 FG
43 JR511 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251020 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251020 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251020 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251020 2249.0 2277.0 ... 6316.49 2255.0 2267.0 MA
53 MA512 20251020 2261.0 2293.0 ... 64957.29 2271.0 2280.0 MA
54 MA601 20251020 2272.0 2301.0 ... 1885788.96 2280.0 2289.0 MA
55 MA602 20251020 2298.0 2326.0 ... 32716.18 2307.0 2314.0 MA
56 MA603 20251020 2308.0 2336.0 ... 64365.47 2315.0 2320.0 MA
57 MA604 20251020 2310.0 2325.0 ... 76.35 2314.0 2321.0 MA
58 MA605 20251020 2292.0 2313.0 ... 217817.75 2298.0 2304.0 MA
59 MA606 20251020 2309.0 2312.0 ... 32.24 2303.0 2302.0 MA
60 MA607 20251020 2282.0 2299.0 ... 93.59 2283.0 2281.0 MA
61 MA608 20251020 2282.0 2290.0 ... 20.51 2278.0 2280.0 MA
62 MA609 20251020 2250.0 2270.0 ... 3069.82 2261.0 2260.0 MA
63 OI511 20251020 10024.0 10108.0 ... 13037.63 10068.0 10048.0 OI
64 OI601 20251020 9870.0 9952.0 ... 1500634.78 9904.0 9894.0 OI
65 OI603 20251020 9672.0 9799.0 ... 218089.00 9740.0 9690.0 OI
66 OI605 20251020 9486.0 9571.0 ... 99411.14 9526.0 9488.0 OI
67 OI607 20251020 9454.0 9516.0 ... 955.36 9459.0 9440.0 OI
68 OI609 20251020 9411.0 9469.0 ... 1017.31 9420.0 9402.0 OI
69 PF510 20251020 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251020 6072.0 6130.0 ... 18878.18 6086.0 6100.0 PF
71 PF512 20251020 6050.0 6120.0 ... 497803.67 6068.0 6068.0 PF
72 PF601 20251020 6064.0 6120.0 ... 78568.19 6076.0 6076.0 PF
73 PF602 20251020 6050.0 6106.0 ... 163089.82 6056.0 6062.0 PF
74 PF603 20251020 6042.0 6092.0 ... 71123.91 6046.0 6050.0 PF
75 PF604 20251020 6136.0 6136.0 ... 12.22 6108.0 6094.0 PF
76 PF605 20251020 6128.0 6150.0 ... 222.63 6100.0 6096.0 PF
77 PF606 20251020 6092.0 6102.0 ... 9.14 6096.0 6090.0 PF
78 PF607 20251020 6152.0 6186.0 ... 21.49 6140.0 6112.0 PF
79 PF608 20251020 0.0 0.0 ... 0.00 6128.0 6128.0 PF
80 PF609 20251020 6182.0 6182.0 ... 18.46 6154.0 6132.0 PF
81 PK510 20251020 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251020 7750.0 7758.0 ... 17305.63 7710.0 7758.0 PK
83 PK512 20251020 7842.0 7882.0 ... 138082.18 7836.0 7864.0 PK
84 PK601 20251020 7948.0 7994.0 ... 400188.70 7952.0 7968.0 PK
85 PK603 20251020 8028.0 8090.0 ... 134734.89 8040.0 8048.0 PK
86 PK604 20251020 8048.0 8082.0 ... 614.88 8038.0 8042.0 PK
87 PK605 20251020 8034.0 8100.0 ... 14976.60 8066.0 8066.0 PK
88 PL601 20251020 6029.0 6099.0 ... 84254.09 6065.0 6049.0 PL
89 PL602 20251020 6031.0 6138.0 ... 28410.13 6112.0 6085.0 PL
90 PL603 20251020 6025.0 6138.0 ... 15334.72 6105.0 6078.0 PL
91 PL604 20251020 6082.0 6082.0 ... 12.16 6082.0 6078.0 PL
92 PL605 20251020 6113.0 6113.0 ... 206.68 6079.0 6068.0 PL
93 PL606 20251020 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251020 0.0 0.0 ... 0.00 6245.0 6245.0 PL
95 PL608 20251020 6164.0 6164.0 ... 12.33 6164.0 6106.0 PL
96 PL609 20251020 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251020 5650.0 5670.0 ... 2547.15 5660.0 5650.0 PR
104 PR511 20251020 5576.0 5618.0 ... 16919.36 5578.0 5582.0 PR
105 PR512 20251020 5576.0 5614.0 ... 237658.73 5568.0 5578.0 PR
106 PR601 20251020 5536.0 5578.0 ... 332913.20 5534.0 5542.0 PR
107 PR602 20251020 5554.0 5616.0 ... 61793.09 5568.0 5586.0 PR
108 PR603 20251020 5612.0 5612.0 ... 258.50 5560.0 5576.0 PR
109 PR604 20251020 5626.0 5626.0 ... 133.97 5582.0 5596.0 PR
110 PR605 20251020 5640.0 5640.0 ... 75.75 5612.0 5614.0 PR
111 PR606 20251020 0.0 0.0 ... 0.00 5644.0 5650.0 PR
112 PR607 20251020 5670.0 5670.0 ... 8.51 5670.0 5652.0 PR
113 PR608 20251020 5682.0 5682.0 ... 17.01 5672.0 5666.0 PR
114 PR609 20251020 0.0 0.0 ... 0.00 5662.0 5662.0 PR
115 PX510 20251020 0.0 0.0 ... 0.00 6304.0 6314.0 PX
116 PX511 20251020 6300.0 6370.0 ... 31102.03 6306.0 6330.0 PX
117 PX512 20251020 6322.0 6392.0 ... 104241.73 6314.0 6350.0 PX
118 PX601 20251020 6312.0 6392.0 ... 624428.49 6324.0 6334.0 PX
119 PX602 20251020 6318.0 6408.0 ... 332949.18 6324.0 6346.0 PX
120 PX603 20251020 6450.0 6450.0 ... 196230.81 6316.0 6332.0 PX
121 PX604 20251020 6360.0 6360.0 ... 9.51 6340.0 6312.0 PX
122 PX605 20251020 6340.0 6422.0 ... 2933.23 6378.0 6356.0 PX
123 PX606 20251020 6442.0 6442.0 ... 12.79 6398.0 6382.0 PX
124 PX607 20251020 6340.0 6340.0 ... 3.17 6340.0 6344.0 PX
125 PX608 20251020 6426.0 6426.0 ... 9.57 6382.0 6362.0 PX
126 PX609 20251020 6424.0 6442.0 ... 32.04 6408.0 6386.0 PX
127 RI511 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251020 2379.0 2420.0 ... 2460.00 2405.0 2395.0 RM
134 RM601 20251020 2304.0 2367.0 ... 589502.19 2347.0 2338.0 RM
135 RM603 20251020 2273.0 2310.0 ... 4977.53 2298.0 2292.0 RM
136 RM605 20251020 2274.0 2312.0 ... 108276.94 2300.0 2292.0 RM
137 RM607 20251020 2273.0 2302.0 ... 7401.73 2293.0 2284.0 RM
138 RM608 20251020 2377.0 2405.0 ... 357.32 2398.0 2392.0 RM
139 RM609 20251020 2371.0 2399.0 ... 2963.88 2392.0 2386.0 RM
140 RS511 20251020 0.0 0.0 ... 0.00 5280.0 5280.0 RS
141 RS607 20251020 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251020 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251020 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251020 1130.0 1150.0 ... 624.54 1142.0 1130.0 SA
145 SA511 20251020 1145.0 1167.0 ... 15766.34 1157.0 1147.0 SA
146 SA512 20251020 1202.0 1229.0 ... 101023.79 1217.0 1208.0 SA
147 SA601 20251020 1214.0 1239.0 ... 2947788.24 1228.0 1219.0 SA
148 SA602 20251020 1249.0 1278.0 ... 91514.08 1267.0 1255.0 SA
149 SA603 20251020 1257.0 1286.0 ... 245724.54 1274.0 1264.0 SA
150 SA604 20251020 1296.0 1319.0 ... 2046.53 1310.0 1298.0 SA
151 SA605 20251020 1291.0 1324.0 ... 146726.07 1313.0 1305.0 SA
152 SA606 20251020 1322.0 1340.0 ... 891.12 1330.0 1325.0 SA
153 SA607 20251020 1320.0 1346.0 ... 2431.40 1330.0 1331.0 SA
154 SA608 20251020 1363.0 1376.0 ... 869.60 1367.0 1360.0 SA
155 SA609 20251020 1363.0 1382.0 ... 7348.69 1371.0 1370.0 SA
156 SF510 20251020 0.0 0.0 ... 0.00 5276.0 5276.0 SF
157 SF511 20251020 5492.0 5500.0 ... 49230.57 5464.0 5440.0 SF
158 SF512 20251020 5470.0 5488.0 ... 74957.10 5448.0 5424.0 SF
159 SF601 20251020 5452.0 5478.0 ... 366591.48 5444.0 5414.0 SF
160 SF602 20251020 5408.0 5428.0 ... 62410.01 5388.0 5370.0 SF
161 SF603 20251020 5548.0 5578.0 ... 133862.30 5532.0 5520.0 SF
162 SF604 20251020 5506.0 5506.0 ... 2.75 5506.0 5508.0 SF
163 SF605 20251020 5538.0 5552.0 ... 2860.34 5512.0 5500.0 SF
164 SF606 20251020 5464.0 5482.0 ... 43.76 5472.0 5460.0 SF
165 SF607 20251020 5666.0 5670.0 ... 42.35 5646.0 5632.0 SF
166 SF608 20251020 5624.0 5624.0 ... 5.62 5618.0 5632.0 SF
167 SF609 20251020 5602.0 5640.0 ... 235.53 5608.0 5602.0 SF
168 SH510 20251020 0.0 0.0 ... 0.00 2340.0 2367.0 SH
169 SH511 20251020 2331.0 2387.0 ... 31649.38 2365.0 2368.0 SH
170 SH512 20251020 2362.0 2403.0 ... 83541.82 2383.0 2415.0 SH
171 SH601 20251020 2348.0 2395.0 ... 2127680.94 2373.0 2400.0 SH
172 SH602 20251020 2376.0 2422.0 ... 280120.15 2401.0 2451.0 SH
173 SH603 20251020 2380.0 2429.0 ... 220764.00 2408.0 2463.0 SH
174 SH604 20251020 2450.0 2473.0 ... 272.93 2459.0 2492.0 SH
175 SH605 20251020 2446.0 2496.0 ... 20122.87 2476.0 2499.0 SH
176 SH606 20251020 2513.0 2530.0 ... 225.78 2509.0 2513.0 SH
177 SH607 20251020 2533.0 2535.0 ... 98.32 2521.0 2528.0 SH
178 SH608 20251020 2561.0 2572.0 ... 53.61 2553.0 2556.0 SH
179 SH609 20251020 2561.0 2583.0 ... 130.70 2563.0 2573.0 SH
180 SM510 20251020 0.0 0.0 ... 0.00 5612.0 5612.0 SM
181 SM511 20251020 5732.0 5774.0 ... 6509.17 5746.0 5716.0 SM
182 SM512 20251020 5724.0 5780.0 ... 105683.26 5742.0 5726.0 SM
183 SM601 20251020 5742.0 5786.0 ... 440279.94 5756.0 5724.0 SM
184 SM602 20251020 5742.0 5792.0 ... 123279.52 5752.0 5732.0 SM
185 SM603 20251020 5776.0 5800.0 ... 163446.49 5766.0 5746.0 SM
186 SM604 20251020 5758.0 5766.0 ... 25.91 5760.0 5754.0 SM
187 SM605 20251020 5788.0 5822.0 ... 11023.88 5794.0 5768.0 SM
188 SM606 20251020 5810.0 5810.0 ... 5.79 5790.0 5766.0 SM
189 SM607 20251020 5766.0 5834.0 ... 121.13 5768.0 5766.0 SM
190 SM608 20251020 0.0 0.0 ... 0.00 5796.0 5776.0 SM
191 SM609 20251020 5794.0 5852.0 ... 1652.95 5832.0 5794.0 SM
192 SR511 20251020 5398.0 5410.0 ... 6297.20 5396.0 5398.0 SR
193 SR601 20251020 5417.0 5451.0 ... 955978.33 5435.0 5415.0 SR
194 SR603 20251020 5402.0 5435.0 ... 207541.01 5419.0 5399.0 SR
195 SR605 20251020 5380.0 5411.0 ... 114595.03 5396.0 5380.0 SR
196 SR607 20251020 5390.0 5414.0 ... 2257.72 5401.0 5387.0 SR
197 SR609 20251020 5400.0 5422.0 ... 4376.46 5410.0 5395.0 SR
198 TA510 20251020 4380.0 4380.0 ... 447.98 4350.0 4378.0 TA
199 TA511 20251020 4376.0 4418.0 ... 21670.04 4374.0 4392.0 TA
200 TA512 20251020 4390.0 4448.0 ... 190748.07 4394.0 4406.0 TA
201 TA601 20251020 4418.0 4458.0 ... 1406517.90 4414.0 4424.0 TA
202 TA602 20251020 4434.0 4472.0 ... 318265.38 4432.0 4436.0 TA
203 TA603 20251020 4444.0 4486.0 ... 182013.10 4450.0 4450.0 TA
204 TA604 20251020 4446.0 4446.0 ... 42.24 4446.0 4490.0 TA
205 TA605 20251020 4470.0 4516.0 ... 68018.86 4478.0 4482.0 TA
206 TA606 20251020 4464.0 4464.0 ... 2.23 4464.0 4474.0 TA
207 TA607 20251020 0.0 0.0 ... 0.00 4482.0 4490.0 TA
208 TA608 20251020 0.0 0.0 ... 0.00 4500.0 4508.0 TA
209 TA609 20251020 4510.0 4544.0 ... 2392.45 4514.0 4518.0 TA
210 UR510 20251020 1490.0 1500.0 ... 1827.88 1496.0 1495.0 UR
211 UR511 20251020 1584.0 1594.0 ... 4639.08 1581.0 1576.0 UR
212 UR512 20251020 1595.0 1606.0 ... 22073.53 1592.0 1587.0 UR
213 UR601 20251020 1605.0 1619.0 ... 513159.05 1607.0 1600.0 UR
214 UR602 20251020 1617.0 1624.0 ... 18314.60 1611.0 1606.0 UR
215 UR603 20251020 1669.0 1675.0 ... 180.10 1668.0 1662.0 UR
216 UR604 20251020 1672.0 1685.0 ... 100.41 1674.0 1668.0 UR
217 UR605 20251020 1678.0 1687.0 ... 31908.78 1679.0 1671.0 UR
218 UR606 20251020 1681.0 1692.0 ... 208.81 1684.0 1677.0 UR
219 UR607 20251020 1713.0 1721.0 ... 30.87 1715.0 1711.0 UR
220 UR608 20251020 1723.0 1723.0 ... 10.29 1716.0 1708.0 UR
221 UR609 20251020 1710.0 1718.0 ... 198.54 1712.0 1704.0 UR
222 WH511 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-20 18:26:38,883 - future_1d - INFO - ak.get_czce_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 PS2510 20251020 0.0 ... 52345.0 52545.0 PS
1 PS2511 20251020 52700.0 ... 51345.0 52250.0 PS
2 PS2512 20251020 54500.0 ... 53755.0 54780.0 PS
3 PS2601 20251020 55300.0 ... 53700.0 54780.0 PS
4 PS2602 20251020 54930.0 ... 53565.0 54550.0 PS
5 PS2603 20251020 54655.0 ... 53340.0 54420.0 PS
6 PS2604 20251020 54555.0 ... 53250.0 54355.0 PS
7 PS2605 20251020 54670.0 ... 53180.0 54265.0 PS
8 PS2606 20251020 56600.0 ... 54935.0 55905.0 PS
9 PS2607 20251020 56355.0 ... 54860.0 55630.0 PS
10 PS2608 20251020 55465.0 ... 54340.0 55400.0 PS
11 PS2609 20251020 55000.0 ... 54110.0 55225.0 PS
13 SI2510 20251020 8545.0 ... 8580.0 8615.0 SI
14 SI2511 20251020 8500.0 ... 8585.0 8490.0 SI
15 SI2512 20251020 8820.0 ... 8955.0 8900.0 SI
16 SI2601 20251020 8860.0 ... 8905.0 8850.0 SI
17 SI2602 20251020 8900.0 ... 8910.0 8850.0 SI
18 SI2603 20251020 8895.0 ... 8910.0 8835.0 SI
19 SI2604 20251020 8905.0 ... 8920.0 8865.0 SI
20 SI2605 20251020 8915.0 ... 8935.0 8875.0 SI
21 SI2606 20251020 8930.0 ... 8940.0 8890.0 SI
22 SI2607 20251020 8970.0 ... 8950.0 8890.0 SI
23 SI2608 20251020 8970.0 ... 8960.0 8900.0 SI
24 SI2609 20251020 8865.0 ... 8975.0 8930.0 SI
27 LC2510 20251020 0.0 ... 75560.0 76180.0 LC
28 LC2511 20251020 76260.0 ... 75900.0 75760.0 LC
29 LC2512 20251020 76800.0 ... 76140.0 75940.0 LC
30 LC2601 20251020 76600.0 ... 76180.0 75900.0 LC
31 LC2602 20251020 76420.0 ... 75920.0 75580.0 LC
32 LC2603 20251020 76440.0 ... 75800.0 75440.0 LC
33 LC2604 20251020 76560.0 ... 76160.0 75880.0 LC
34 LC2605 20251020 76500.0 ... 76140.0 75960.0 LC
35 LC2606 20251020 76460.0 ... 75900.0 75900.0 LC
36 LC2607 20251020 76360.0 ... 75980.0 75580.0 LC
37 LC2608 20251020 76440.0 ... 76200.0 75740.0 LC
38 LC2609 20251020 76380.0 ... 76180.0 75980.0 LC
[36 rows x 12 columns]
2025-10-20 18:26:39,075 - future_1d - INFO - ak.get_gfex_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 IC2511 20251020 6998.000 ... 6970.400 6921.800 IC
1 IC2512 20251020 6968.400 ... 6908.800 6865.000 IC
2 IC2603 20251020 6790.000 ... 6745.800 6703.600 IC
3 IC2606 20251020 6649.000 ... 6564.400 6703.600 IC
4 IF2511 20251020 4532.600 ... 4517.600 4497.400 IF
5 IF2512 20251020 4523.000 ... 4504.200 4484.600 IF
6 IF2603 20251020 4501.000 ... 4479.000 4463.000 IF
7 IF2606 20251020 4502.800 ... 4444.000 4463.000 IF
8 IH2511 20251020 2984.000 ... 2971.200 2963.000 IH
9 IH2512 20251020 2981.000 ... 2969.600 2961.600 IH
10 IH2603 20251020 2982.000 ... 2970.400 2962.600 IH
11 IH2606 20251020 2977.000 ... 2968.800 2962.600 IH
12 IM2511 20251020 7189.000 ... 7134.600 7104.000 IM
13 IM2512 20251020 7100.000 ... 7053.400 7024.200 IM
14 IM2603 20251020 6870.400 ... 6836.600 6808.000 IM
15 IM2606 20251020 6744.600 ... 6627.200 6808.000 IM
16 T2512 20251020 108.185 ... 108.090 108.265 T
17 T2603 20251020 107.945 ... 107.800 107.955 T
18 T2606 20251020 107.820 ... 107.730 107.845 T
19 TF2512 20251020 105.730 ... 105.660 105.775 TF
20 TF2603 20251020 105.645 ... 105.580 105.680 TF
21 TF2606 20251020 105.640 ... 105.605 105.690 TF
22 TL2512 20251020 115.580 ... 115.410 115.730 TL
23 TL2603 20251020 115.100 ... 115.130 115.410 TL
24 TL2606 20251020 115.000 ... 115.030 115.260 TL
25 TS2512 20251020 102.370 ... 102.336 102.378 TS
26 TS2603 20251020 102.280 ... 102.256 102.290 TS
27 TS2606 20251020 102.296 ... 102.288 102.318 TS
[28 rows x 12 columns]
2025-10-20 18:26:39,238 - future_1d - INFO - ak.get_cffex_daily('2025-10-20') done
2025-10-20 18:26:41,013 - future_1d - INFO - save future_daily 2025-10-20 completed