75 fb2606 20251013 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251013 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251013 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251013 0.00 ... 1296.00 1296.00 FB
79 i2510 20251013 815.00 ... 813.50 816.00 I
80 i2511 20251013 814.50 ... 814.00 811.50 I
81 i2512 20251013 808.00 ... 808.50 804.50 I
82 i2601 20251013 800.50 ... 798.50 795.50 I
83 i2602 20251013 794.00 ... 795.00 790.50 I
84 i2603 20251013 789.00 ... 788.00 786.00 I
85 i2604 20251013 784.50 ... 784.50 781.50 I
86 i2605 20251013 779.00 ... 776.00 774.50 I
87 i2606 20251013 771.50 ... 770.00 768.50 I
88 i2607 20251013 767.00 ... 766.00 763.50 I
89 i2608 20251013 762.00 ... 761.00 759.00 I
90 i2609 20251013 757.00 ... 755.50 754.00 I
91 j2510 20251013 0.00 ... 1600.00 1600.50 J
92 j2511 20251013 1595.50 ... 1586.50 1603.00 J
93 j2512 20251013 1635.50 ... 1617.00 1633.50 J
94 j2601 20251013 1670.00 ... 1648.50 1661.50 J
95 j2602 20251013 1679.00 ... 1679.00 1692.00 J
96 j2603 20251013 1705.50 ... 1705.50 1707.50 J
97 j2604 20251013 1783.50 ... 1773.50 1797.50 J
98 j2605 20251013 1822.00 ... 1797.00 1813.50 J
99 j2606 20251013 0.00 ... 1823.50 1833.50 J
100 j2607 20251013 0.00 ... 1833.50 1833.50 J
101 j2608 20251013 0.00 ... 1865.00 1865.00 J
102 j2609 20251013 1892.50 ... 1879.50 1905.00 J
103 jd2510 20251013 2511.00 ... 2552.00 2592.00 JD
104 jd2511 20251013 2780.00 ... 2804.00 2836.00 JD
105 jd2512 20251013 2945.00 ... 2965.00 2983.00 JD
106 jd2601 20251013 3150.00 ... 3183.00 3189.00 JD
107 jd2602 20251013 3015.00 ... 3020.00 3044.00 JD
108 jd2603 20251013 3078.00 ... 3059.00 3103.00 JD
109 jd2604 20251013 3229.00 ... 3187.00 3240.00 JD
110 jd2605 20251013 3395.00 ... 3372.00 3415.00 JD
111 jd2606 20251013 3269.00 ... 3257.00 3274.00 JD
112 jd2607 20251013 3514.00 ... 3504.00 3515.00 JD
113 jd2608 20251013 3972.00 ... 3978.00 3974.00 JD
114 jd2609 20251013 3860.00 ... 3870.00 3857.00 JD
115 jm2510 20251013 916.00 ... 924.00 968.00 JM
116 jm2511 20251013 1014.00 ... 1001.50 1016.50 JM
117 jm2512 20251013 1090.50 ... 1071.00 1092.00 JM
118 jm2601 20251013 1163.00 ... 1145.00 1165.00 JM
119 jm2602 20251013 1196.50 ... 1176.50 1195.00 JM
120 jm2603 20251013 1221.50 ... 1198.50 1217.00 JM
121 jm2604 20251013 1244.50 ... 1221.00 1238.50 JM
122 jm2605 20251013 1260.00 ... 1240.50 1262.00 JM
123 jm2606 20251013 1264.50 ... 1255.00 1282.00 JM
124 jm2607 20251013 1290.00 ... 1281.00 1303.00 JM
125 jm2608 20251013 1331.00 ... 1304.50 1327.00 JM
126 jm2609 20251013 1340.00 ... 1327.00 1347.00 JM
127 l2510 20251013 6964.00 ... 6948.00 6989.00 L
128 l2511 20251013 7001.00 ... 6989.00 7032.00 L
129 l2512 20251013 7009.00 ... 6999.00 7044.00 L
130 l2601 20251013 7015.00 ... 7005.00 7052.00 L
131 l2602 20251013 7013.00 ... 7001.00 7042.00 L
132 l2603 20251013 7026.00 ... 7013.00 7057.00 L
133 l2604 20251013 7061.00 ... 7059.00 7099.00 L
134 l2605 20251013 7050.00 ... 7039.00 7084.00 L
135 l2606 20251013 7039.00 ... 7047.00 7079.00 L
136 l2607 20251013 7065.00 ... 7065.00 7106.00 L
137 l2608 20251013 7079.00 ... 7079.00 7145.00 L
138 l2609 20251013 7100.00 ... 7083.00 7134.00 L
139 lg2511 20251013 818.00 ... 808.00 825.00 LG
140 lg2601 20251013 827.00 ... 823.00 827.50 LG
141 lg2603 20251013 827.50 ... 829.00 830.50 LG
142 lg2605 20251013 828.50 ... 830.00 832.50 LG
143 lg2607 20251013 831.50 ... 831.50 834.00 LG
144 lg2609 20251013 832.00 ... 832.00 833.00 LG
145 lh2511 20251013 11400.00 ... 11225.00 11455.00 LH
146 lh2601 20251013 12260.00 ... 12150.00 12215.00 LH
147 lh2603 20251013 11950.00 ... 11835.00 11985.00 LH
148 lh2605 20251013 12465.00 ... 12440.00 12505.00 LH
149 lh2607 20251013 13280.00 ... 13220.00 13260.00 LH
150 lh2609 20251013 13885.00 ... 13880.00 13895.00 LH
151 m2511 20251013 2910.00 ... 2918.00 2897.00 M
152 m2512 20251013 2928.00 ... 2954.00 2937.00 M
153 m2601 20251013 2932.00 ... 2936.00 2924.00 M
154 m2603 20251013 2900.00 ... 2911.00 2899.00 M
155 m2605 20251013 2750.00 ... 2751.00 2755.00 M
156 m2607 20251013 2732.00 ... 2736.00 2738.00 M
157 m2608 20251013 2862.00 ... 2858.00 2863.00 M
158 m2609 20251013 2863.00 ... 2861.00 2867.00 M
159 p2510 20251013 9216.00 ... 9214.00 9416.00 P
160 p2511 20251013 9312.00 ... 9274.00 9382.00 P
161 p2512 20251013 9370.00 ... 9326.00 9444.00 P
162 p2601 20251013 9438.00 ... 9376.00 9488.00 P
163 p2602 20251013 9434.00 ... 9358.00 9472.00 P
164 p2603 20251013 9402.00 ... 9352.00 9436.00 P
165 p2604 20251013 9338.00 ... 9298.00 9384.00 P
166 p2605 20251013 9260.00 ... 9218.00 9294.00 P
167 p2606 20251013 9148.00 ... 9120.00 9200.00 P
168 p2607 20251013 9052.00 ... 9012.00 9090.00 P
169 p2608 20251013 8970.00 ... 8958.00 9038.00 P
170 p2609 20251013 8894.00 ... 8866.00 8926.00 P
171 pg2510 20251013 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251013 4053.00 ... 4069.00 4063.00 PG
173 pg2512 20251013 3985.00 ... 3978.00 3982.00 PG
174 pg2601 20251013 3917.00 ... 3909.00 3927.00 PG
175 pg2602 20251013 3864.00 ... 3848.00 3870.00 PG
176 pg2603 20251013 3800.00 ... 3781.00 3811.00 PG
177 pg2604 20251013 4196.00 ... 4166.00 4148.00 PG
178 pg2605 20251013 4119.00 ... 4093.00 4110.00 PG
179 pg2606 20251013 4042.00 ... 4047.00 4062.00 PG
180 pg2607 20251013 3980.00 ... 3984.00 4011.00 PG
181 pg2608 20251013 3981.00 ... 3930.00 3967.00 PG
182 pg2609 20251013 3909.00 ... 3876.00 3932.00 PG
183 pp2510 20251013 6616.00 ... 6611.00 6630.00 PP
184 pp2511 20251013 6631.00 ... 6639.00 6664.00 PP
185 pp2512 20251013 6676.00 ... 6679.00 6701.00 PP
186 pp2601 20251013 6709.00 ... 6708.00 6734.00 PP
187 pp2602 20251013 6700.00 ... 6704.00 6723.00 PP
188 pp2603 20251013 6700.00 ... 6705.00 6721.00 PP
189 pp2604 20251013 6722.00 ... 6738.00 6751.00 PP
190 pp2605 20251013 6732.00 ... 6763.00 6779.00 PP
191 pp2606 20251013 6711.00 ... 6733.00 6743.00 PP
192 pp2607 20251013 6716.00 ... 6694.00 6740.00 PP
193 pp2608 20251013 6748.00 ... 6709.00 6779.00 PP
194 pp2609 20251013 6760.00 ... 6754.00 6802.00 PP
195 rr2510 20251013 3623.00 ... 3604.00 3612.00 RR
196 rr2511 20251013 3626.00 ... 3619.00 3627.00 RR
197 rr2512 20251013 3608.00 ... 3611.00 3605.00 RR
198 rr2601 20251013 3637.00 ... 3642.00 3634.00 RR
199 rr2602 20251013 3620.00 ... 3628.00 3618.00 RR
200 rr2603 20251013 3613.00 ... 3621.00 3617.00 RR
201 rr2604 20251013 3622.00 ... 3622.00 3623.00 RR
202 rr2605 20251013 3612.00 ... 3618.00 3617.00 RR
203 rr2606 20251013 0.00 ... 3615.00 3615.00 RR
204 rr2607 20251013 3636.00 ... 3636.00 3617.00 RR
205 rr2608 20251013 3568.00 ... 3595.00 3620.00 RR
206 rr2609 20251013 3607.00 ... 3636.00 3626.00 RR
207 v2510 20251013 4609.00 ... 4606.00 4625.00 V
208 v2511 20251013 4632.00 ... 4636.00 4665.00 V
209 v2512 20251013 4688.00 ... 4675.00 4706.00 V
210 v2601 20251013 4730.00 ... 4720.00 4754.00 V
211 v2602 20251013 4761.00 ... 4758.00 4790.00 V
212 v2603 20251013 4793.00 ... 4792.00 4825.00 V
213 v2604 20251013 5004.00 ... 5000.00 5025.00 V
214 v2605 20251013 5054.00 ... 5037.00 5072.00 V
215 v2606 20251013 5072.00 ... 5070.00 5104.00 V
216 v2607 20251013 5110.00 ... 5108.00 5147.00 V
217 v2608 20251013 5138.00 ... 5148.00 5171.00 V
218 v2609 20251013 5194.00 ... 5176.00 5212.00 V
219 y2511 20251013 8290.00 ... 8284.00 8326.00 Y
220 y2512 20251013 8322.00 ... 8322.00 8370.00 Y
221 y2601 20251013 8282.00 ... 8282.00 8324.00 Y
222 y2603 20251013 8248.00 ... 8214.00 8266.00 Y
223 y2605 20251013 8032.00 ... 8030.00 8068.00 Y
224 y2607 20251013 7996.00 ... 7974.00 8014.00 Y
225 y2608 20251013 7986.00 ... 7968.00 8024.00 Y
226 y2609 20251013 7948.00 ... 7940.00 7988.00 Y
[227 rows x 12 columns]
2025-10-15 18:26:16,746 - future_1d - INFO - ak.get_dce_daily('2025-10-13') done
2025-10-15 18:26:18,514 - future_1d - INFO - save future_daily 2025-10-13 completed
symbol date open ... settle pre_settle variety
0 IC2510 20251014 7410.000 ... 7159.800 7342.600 IC
1 IC2511 20251014 7331.400 ... 7072.000 7267.400 IC
2 IC2512 20251014 7252.000 ... 7018.600 7221.400 IC
3 IC2603 20251014 7110.000 ... 6857.000 7055.200 IC
4 IF2510 20251014 4603.000 ... 4531.000 4580.400 IF
5 IF2511 20251014 4600.000 ... 4513.400 4569.800 IF
6 IF2512 20251014 4588.600 ... 4499.200 4559.400 IF
7 IF2603 20251014 4570.000 ... 4477.200 4539.400 IF
8 IH2510 20251014 2979.000 ... 2958.400 2964.200 IH
9 IH2511 20251014 2985.000 ... 2952.200 2961.000 IH
10 IH2512 20251014 2972.200 ... 2953.000 2961.200 IH
11 IH2603 20251014 2980.000 ... 2953.800 2962.000 IH
12 IM2510 20251014 7506.000 ... 7338.200 7473.000 IM
13 IM2511 20251014 7436.600 ... 7234.400 7381.400 IM
14 IM2512 20251014 7360.000 ... 7148.600 7303.800 IM
15 IM2603 20251014 7120.000 ... 6926.000 7076.600 IM
16 T2512 20251014 107.975 ... 108.190 108.050 T
17 T2603 20251014 107.630 ... 107.880 107.720 T
18 T2606 20251014 107.505 ... 107.795 107.625 T
19 TF2512 20251014 105.630 ... 105.765 105.665 TF
20 TF2603 20251014 105.525 ... 105.650 105.560 TF
21 TF2606 20251014 105.555 ... 105.650 105.570 TF
22 TL2512 20251014 114.050 ... 114.740 114.370 TL
23 TL2603 20251014 113.700 ... 114.420 114.030 TL
24 TL2606 20251014 113.600 ... 114.360 113.990 TL
25 TS2512 20251014 102.354 ... 102.386 102.366 TS
26 TS2603 20251014 102.260 ... 102.292 102.270 TS
27 TS2606 20251014 102.298 ... 102.334 102.332 TS
[28 rows x 12 columns]
2025-10-15 18:26:26,198 - future_1d - INFO - ak.get_cffex_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251014 451.1 455.2 ... 3443966.95 451.8 451.5 SC
1 SC2512 20251014 451.7 456.1 ... 1971504.29 452.5 453.7 SC
2 SC2601 20251014 452.6 456.1 ... 458112.6 452.5 454.1 SC
3 SC2602 20251014 453.8 456.3 ... 117972.08 453 453.8 SC
4 SC2603 20251014 453.2 456.7 ... 12451.61 452.7 454.8 SC
5 SC2604 20251014 453.1 456.8 ... 3357.22 453.6 455.4 SC
6 SC2605 20251014 454.2 457.2 ... 1681.87 454.5 455.9 SC
7 SC2606 20251014 453.8 457.6 ... 28932.84 455.6 453.1 SC
8 SC2607 20251014 456 456.9 ... 500.28 454.8 454.9 SC
9 SC2608 20251014 453.8 457.4 ... 318.73 455.3 454.1 SC
10 SC2609 20251014 457 457 ... 454.67 454.6 454 SC
11 SC2610 20251014 ... 0 449.7 449.7 SC
12 SC2612 20251014 ... 0 452.6 452.6 SC
13 SC2703 20251014 ... 0 451.6 451.6 SC
14 SC2706 20251014 453.6 453.6 ... 45.36 453.6 450.1 SC
15 SC2709 20251014 ... 0 450.6 450.6 SC
16 SC2712 20251014 457.9 457.9 ... 91.01 455 451 SC
17 SC2803 20251014 ... 0 449 449 SC
18 SC2806 20251014 451.9 452 ... 225.89 451.7 449.9 SC
19 SC2809 20251014 454.3 454.4 ... 271.79 452.9 451.2 SC
21 LU2511 20251014 3202 3224 ... 24280.1 3204 3220 LU
22 LU2512 20251014 3215 3236 ... 245899.633 3216 3240 LU
23 LU2601 20251014 3206 3230 ... 124896.377 3210 3232 LU
24 LU2602 20251014 3209 3224 ... 6668.175 3205 3229 LU
25 LU2603 20251014 3210 3222 ... 2921.346 3206 3232 LU
26 LU2604 20251014 3188 3197 ... 15.964 3192 3247 LU
27 LU2605 20251014 3212 3212 ... 25.602 3200 3222 LU
28 LU2606 20251014 3189 3194 ... 60.369 3177 3210 LU
29 LU2607 20251014 3211 3211 ... 141.077 3206 3208 LU
30 LU2608 20251014 3213 3213 ... 153.883 3205 3205 LU
31 LU2609 20251014 3201 3204 ... 331.634 3188 3208 LU
32 LU2610 20251014 3187 3187 ... 3.187 3187 3209 LU
34 NR2510 20251014 11930 11940 ... 1550.8 11925 11960 NR
35 NR2511 20251014 12080 12085 ... 461017.135 11990 12085 NR
36 NR2512 20251014 12095 12095 ... 434734.275 11985 12080 NR
37 NR2601 20251014 12100 12115 ... 138884.58 11995 12100 NR
38 NR2602 20251014 12050 12060 ... 13100.385 11995 12035 NR
39 NR2603 20251014 12045 12050 ... 3595.09 12020 12085 NR
40 NR2604 20251014 12060 12060 ... 3120.5 12000 12090 NR
41 NR2605 20251014 12070 12095 ... 456.89 12020 12095 NR
42 NR2606 20251014 12060 12060 ... 24.08 12040 12095 NR
43 NR2607 20251014 ... 0 12115 12115 NR
44 NR2608 20251014 12145 12145 ... 12.145 12145 12205 NR
45 NR2609 20251014 ... 0 12250 12250 NR
47 BC2510 20251014 75040 75040 ... 1125.6 75040 75030 BC
48 BC2511 20251014 76080 77210 ... 782156.205 76190 75420 BC
49 BC2512 20251014 76130 77210 ... 94503.635 76240 75700 BC
50 BC2601 20251014 76860 76860 ... 38.43 76860 75730 BC
51 BC2602 20251014 ... 0 75800 76660 BC
52 BC2603 20251014 76820 76820 ... 75.8 75800 76740 BC
53 BC2604 20251014 ... 0 76520 76740 BC
54 BC2605 20251014 ... 0 75900 75900 BC
55 BC2606 20251014 ... 0 75880 75880 BC
56 BC2607 20251014 ... 0 76570 76850 BC
57 BC2608 20251014 ... 0 75800 75800 BC
58 BC2609 20251014 ... 0 76130 76130 BC
60 EC2510 20251014 1135 1141 ... 27776.0825 1134.4 1133.1 EC
61 EC2512 20251014 1558 1712 ... 382788.063 1639 1559.4 EC
62 EC2602 20251014 1360 1497.2 ... 72949.841 1416.6 1358 EC
63 EC2604 20251014 1085 1164 ... 38989.607 1112.5 1090.9 EC
64 EC2606 20251014 1266.8 1330.1 ... 4019.408 1286.2 1254.5 EC
65 EC2608 20251014 1389.2 1469.4 ... 2172.2325 1424.4 1388.7 EC
69 SC_TAS2511 20251014 ... SC_TAS
70 SC_TAS2512 20251014 ... SC_TAS
71 SC_TAS2601 20251014 ... SC_TAS
72 SC_TAS2602 20251014 ... SC_TAS
[66 rows x 12 columns]
2025-10-15 18:26:26,305 - future_1d - INFO - ak.get_ine_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 PS2510 20251014 0.0 ... 49980.0 48935.0 PS
1 PS2511 20251014 48695.0 ... 49205.0 48745.0 PS
2 PS2512 20251014 51205.0 ... 51630.0 51255.0 PS
3 PS2601 20251014 51000.0 ... 51570.0 51225.0 PS
4 PS2602 20251014 51015.0 ... 51585.0 50965.0 PS
5 PS2603 20251014 50795.0 ... 51545.0 51050.0 PS
6 PS2604 20251014 50610.0 ... 51450.0 50915.0 PS
7 PS2605 20251014 50800.0 ... 51340.0 50960.0 PS
8 PS2606 20251014 52750.0 ... 53195.0 53035.0 PS
9 PS2607 20251014 52870.0 ... 53105.0 52870.0 PS
10 PS2608 20251014 52200.0 ... 52925.0 52975.0 PS
11 PS2609 20251014 52075.0 ... 52655.0 52870.0 PS
13 SI2510 20251014 8695.0 ... 8555.0 8695.0 SI
14 SI2511 20251014 8715.0 ... 8580.0 8710.0 SI
15 SI2512 20251014 9120.0 ... 8970.0 9075.0 SI
16 SI2601 20251014 9060.0 ... 8905.0 9025.0 SI
17 SI2602 20251014 9065.0 ... 8915.0 9025.0 SI
18 SI2603 20251014 9030.0 ... 8980.0 9030.0 SI
19 SI2604 20251014 9030.0 ... 8900.0 9050.0 SI
20 SI2605 20251014 9075.0 ... 8925.0 9055.0 SI
21 SI2606 20251014 9050.0 ... 8930.0 9040.0 SI
22 SI2607 20251014 9035.0 ... 8940.0 9085.0 SI
23 SI2608 20251014 9080.0 ... 8960.0 9095.0 SI
24 SI2609 20251014 9030.0 ... 8980.0 9095.0 SI
27 LC2510 20251014 72040.0 ... 72720.0 72040.0 LC
28 LC2511 20251014 72600.0 ... 73160.0 72320.0 LC
29 LC2512 20251014 72240.0 ... 73220.0 72520.0 LC
30 LC2601 20251014 72600.0 ... 73160.0 72520.0 LC
31 LC2602 20251014 72200.0 ... 72960.0 72440.0 LC
32 LC2603 20251014 72260.0 ... 73080.0 72460.0 LC
33 LC2604 20251014 72960.0 ... 73680.0 72880.0 LC
34 LC2605 20251014 72800.0 ... 73660.0 72960.0 LC
35 LC2606 20251014 72920.0 ... 73600.0 72920.0 LC
36 LC2607 20251014 72980.0 ... 73560.0 72900.0 LC
37 LC2608 20251014 73640.0 ... 73720.0 73020.0 LC
38 LC2609 20251014 73780.0 ... 73800.0 73080.0 LC
[36 rows x 12 columns]
2025-10-15 18:26:26,603 - future_1d - INFO - ak.get_gfex_daily('2025-10-14') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251014 ... 85820 84900 CU
1 1 CU2511 20251014 ... 85710 84810 CU
2 2 CU2512 20251014 ... 85690 84890 CU
3 3 CU2601 20251014 ... 85610 84840 CU
4 4 CU2602 20251014 ... 85570 84840 CU
5 5 CU2603 20251014 ... 85750 85000 CU
6 6 CU2604 20251014 ... 85680 85080 CU
7 7 CU2605 20251014 ... 85680 85420 CU
8 8 CU2606 20251014 ... 85390 84990 CU
9 9 CU2607 20251014 ... 84950 85020 CU
10 10 CU2608 20251014 ... 85220 85030 CU
11 11 CU2609 20251014 ... 85270 84920 CU
12 12 BC2510 20251014 ... 75040 75030 BC
13 13 BC2511 20251014 ... 76190 75420 BC
14 14 BC2512 20251014 ... 76240 75700 BC
15 15 BC2601 20251014 ... 76860 75730 BC
16 16 BC2602 20251014 ... 75800 76660 BC
17 17 BC2603 20251014 ... 75800 76740 BC
18 18 BC2604 20251014 ... 76520 76740 BC
19 19 BC2605 20251014 ... 75900 75900 BC
20 20 BC2606 20251014 ... 75880 75880 BC
21 21 BC2607 20251014 ... 76570 76850 BC
22 22 BC2608 20251014 ... 75800 75800 BC
23 23 BC2609 20251014 ... 76130 76130 BC
24 24 AL2510 20251014 ... 20905 20855 AL
25 25 AL2511 20251014 ... 20930 20860 AL
26 26 AL2512 20251014 ... 20945 20870 AL
27 27 AL2601 20251014 ... 20950 20865 AL
28 28 AL2602 20251014 ... 20945 20875 AL
29 29 AL2603 20251014 ... 20945 20900 AL
30 30 AL2604 20251014 ... 20980 20910 AL
31 31 AL2605 20251014 ... 20995 20920 AL
32 32 AL2606 20251014 ... 20995 20935 AL
33 33 AL2607 20251014 ... 21015 20945 AL
34 34 AL2608 20251014 ... 21010 20905 AL
35 35 AL2609 20251014 ... 20995 20970 AL
36 36 ZN2510 20251014 ... 22205 22220 ZN
37 37 ZN2511 20251014 ... 22275 22285 ZN
38 38 ZN2512 20251014 ... 22310 22310 ZN
39 39 ZN2601 20251014 ... 22340 22335 ZN
40 40 ZN2602 20251014 ... 22370 22350 ZN
41 41 ZN2603 20251014 ... 22395 22370 ZN
42 42 ZN2604 20251014 ... 22415 22390 ZN
43 43 ZN2605 20251014 ... 22435 22430 ZN
44 44 ZN2606 20251014 ... 22475 22420 ZN
45 45 ZN2607 20251014 ... 22470 22435 ZN
46 46 ZN2608 20251014 ... 22475 22460 ZN
47 47 ZN2609 20251014 ... 22535 22490 ZN
48 48 PB2510 20251014 ... 17045 17110 PB
49 49 PB2511 20251014 ... 17085 17155 PB
50 50 PB2512 20251014 ... 17095 17160 PB
51 51 PB2601 20251014 ... 17090 17145 PB
52 52 PB2602 20251014 ... 17115 17150 PB
53 53 PB2603 20251014 ... 17105 17170 PB
54 54 PB2604 20251014 ... 17115 17300 PB
55 55 PB2605 20251014 ... 17125 17190 PB
56 56 PB2606 20251014 ... 17145 17200 PB
57 57 PB2607 20251014 ... 17160 17175 PB
58 58 PB2608 20251014 ... 17170 17195 PB
59 59 PB2609 20251014 ... 17225 17235 PB
60 60 NI2510 20251014 ... 120560 121270 NI
61 61 NI2511 20251014 ... 121080 121650 NI
62 62 NI2512 20251014 ... 121210 121790 NI
63 63 NI2601 20251014 ... 121470 122050 NI
64 64 NI2602 20251014 ... 121680 122160 NI
65 65 NI2603 20251014 ... 122000 122400 NI
66 66 NI2604 20251014 ... 122110 122570 NI
67 67 NI2605 20251014 ... 122240 122990 NI
68 68 NI2606 20251014 ... 122600 123150 NI
69 69 NI2607 20251014 ... 122680 123230 NI
70 70 NI2608 20251014 ... 123140 123580 NI
71 71 NI2609 20251014 ... 123520 123920 NI
72 72 SN2510 20251014 ... 281340 282760 SN
73 73 SN2511 20251014 ... 282140 283550 SN
74 74 SN2512 20251014 ... 282320 283610 SN
75 75 SN2601 20251014 ... 282460 283460 SN
76 76 SN2602 20251014 ... 282390 283290 SN
77 77 SN2603 20251014 ... 282460 283900 SN
78 78 SN2604 20251014 ... 282290 283870 SN
79 79 SN2605 20251014 ... 282370 283660 SN
80 80 SN2606 20251014 ... 282730 282530 SN
81 81 SN2607 20251014 ... 282610 283050 SN
82 82 SN2608 20251014 ... 283550 283690 SN
83 83 SN2609 20251014 ... 282990 284540 SN
84 84 AO2510 20251014 ... 2775 2782 AO
85 85 AO2511 20251014 ... 2783 2798 AO
86 86 AO2512 20251014 ... 2797 2816 AO
87 87 AO2601 20251014 ... 2807 2825 AO
88 88 AO2602 20251014 ... 2826 2842 AO
89 89 AO2603 20251014 ... 2897 2913 AO
90 90 AO2604 20251014 ... 2910 2925 AO
91 91 AO2605 20251014 ... 2918 2933 AO
92 92 AO2606 20251014 ... 2928 2941 AO
93 93 AO2607 20251014 ... 2937 2952 AO
94 94 AO2608 20251014 ... 2949 2969 AO
95 95 AO2609 20251014 ... 2967 2986 AO
96 96 AD2511 20251014 ... 20380 20360 AD
97 97 AD2512 20251014 ... 20440 20385 AD
98 98 AD2601 20251014 ... 20490 20455 AD
99 99 AD2602 20251014 ... 20485 20475 AD
100 100 AD2603 20251014 ... 20440 20515 AD
101 101 AD2604 20251014 ... 20420 20535 AD
102 102 AD2605 20251014 ... 20370 20445 AD
103 103 AD2606 20251014 ... 20420 20415 AD
104 104 AD2607 20251014 ... 20340 20510 AD
105 105 AD2608 20251014 ... 20495 20495 AD
106 106 AD2609 20251014 ... 20410 20410 AD
107 107 AU2510 20251014 ... 942.4 917.92 AU
108 108 AU2511 20251014 ... 939.32 912.52 AU
109 109 AU2512 20251014 ... 940.64 914.3 AU
110 110 AU2602 20251014 ... 943.96 917.5 AU
111 111 AU2604 20251014 ... 946.46 920.14 AU
112 112 AU2606 20251014 ... 947.86 923.4 AU
113 113 AU2608 20251014 ... 952.96 928.54 AU
114 114 AU2610 20251014 ... 952.34 931.62 AU
115 115 AG2510 20251014 ... 11714 11261 AG
116 116 AG2511 20251014 ... 11696 11233 AG
117 117 AG2512 20251014 ... 11697 11236 AG
118 118 AG2601 20251014 ... 11724 11240 AG
119 119 AG2602 20251014 ... 11734 11266 AG
120 120 AG2603 20251014 ... 11775 11298 AG
121 121 AG2604 20251014 ... 11788 11311 AG
122 122 AG2605 20251014 ... 11796 11296 AG
123 123 AG2606 20251014 ... 11791 11320 AG
124 124 AG2607 20251014 ... 11829 11321 AG
125 125 AG2608 20251014 ... 11813 11303 AG
126 126 AG2609 20251014 ... 11799 11362 AG
127 127 RB2510 20251014 ... 2975 2998 RB
128 128 RB2511 20251014 ... 2997 3021 RB
129 129 RB2512 20251014 ... 3043 3068 RB
130 130 RB2601 20251014 ... 3060 3086 RB
131 131 RB2602 20251014 ... 3067 3091 RB
132 132 RB2603 20251014 ... 3087 3112 RB
133 133 RB2604 20251014 ... 3102 3133 RB
134 134 RB2605 20251014 ... 3116 3140 RB
135 135 RB2606 20251014 ... 3130 3151 RB
136 136 RB2607 20251014 ... 3139 3166 RB
137 137 RB2608 20251014 ... 3151 3176 RB
138 138 RB2609 20251014 ... 3161 3178 RB
139 139 WR2510 20251014 ... 3069 3069 WR
140 140 WR2511 20251014 ... 3270 3270 WR
141 141 WR2512 20251014 ... 3309 3309 WR
142 142 WR2601 20251014 ... 3329 3351 WR
143 143 WR2602 20251014 ... 3370 3384 WR
144 144 WR2603 20251014 ... 3361 3361 WR
145 145 WR2604 20251014 ... 3369 3369 WR
146 146 WR2605 20251014 ... 3364 3353 WR
147 147 WR2606 20251014 ... 3360 3360 WR
148 148 WR2607 20251014 ... 3390 3390 WR
149 149 WR2608 20251014 ... 3431 3431 WR
150 150 WR2609 20251014 ... 3430 3430 WR
151 151 HC2510 20251014 ... 3442 3417 HC
152 152 HC2511 20251014 ... 3282 3304 HC
153 153 HC2512 20251014 ... 3262 3285 HC
154 154 HC2601 20251014 ... 3240 3264 HC
155 155 HC2602 20251014 ... 3240 3281 HC
156 156 HC2603 20251014 ... 3243 3274 HC
157 157 HC2604 20251014 ... 3241 3278 HC
158 158 HC2605 20251014 ... 3251 3274 HC
159 159 HC2606 20251014 ... 3245 3277 HC
160 160 HC2607 20251014 ... 3273 3278 HC
161 161 HC2608 20251014 ... 3277 3295 HC
162 162 HC2609 20251014 ... 3270 3293 HC
163 163 SS2510 20251014 ... 12315 12535 SS
164 164 SS2511 20251014 ... 12565 12675 SS
165 165 SS2512 20251014 ... 12590 12685 SS
166 166 SS2601 20251014 ... 12680 12775 SS
167 167 SS2602 20251014 ... 12745 12820 SS
168 168 SS2603 20251014 ... 12815 12895 SS
169 169 SS2604 20251014 ... 12885 12980 SS
170 170 SS2605 20251014 ... 12945 13035 SS
171 171 SS2606 20251014 ... 13025 13120 SS
172 172 SS2607 20251014 ... 13100 13170 SS
173 173 SS2608 20251014 ... 13125 13220 SS
174 174 SS2609 20251014 ... 13230 13295 SS
175 175 SC2511 20251014 ... 451.8 451.5 SC
176 176 SC2512 20251014 ... 452.5 453.7 SC
177 177 SC2601 20251014 ... 452.5 454.1 SC
178 178 SC2602 20251014 ... 453 453.8 SC
179 179 SC2603 20251014 ... 452.7 454.8 SC
180 180 SC2604 20251014 ... 453.6 455.4 SC
181 181 SC2605 20251014 ... 454.5 455.9 SC
182 182 SC2606 20251014 ... 455.6 453.1 SC
183 183 SC2607 20251014 ... 454.8 454.9 SC
184 184 SC2608 20251014 ... 455.3 454.1 SC
185 185 SC2609 20251014 ... 454.6 454 SC
186 186 SC2610 20251014 ... 449.7 449.7 SC
187 187 SC2612 20251014 ... 452.6 452.6 SC
188 188 SC2703 20251014 ... 451.6 451.6 SC
189 189 SC2706 20251014 ... 453.6 450.1 SC
190 190 SC2709 20251014 ... 450.6 450.6 SC
191 191 SC2712 20251014 ... 455 451 SC
192 192 SC2803 20251014 ... 449 449 SC
193 193 SC2806 20251014 ... 451.7 449.9 SC
194 194 SC2809 20251014 ... 452.9 451.2 SC
195 195 LU2511 20251014 ... 3204 3220 LU
196 196 LU2512 20251014 ... 3216 3240 LU
197 197 LU2601 20251014 ... 3210 3232 LU
198 198 LU2602 20251014 ... 3205 3229 LU
199 199 LU2603 20251014 ... 3206 3232 LU
200 200 LU2604 20251014 ... 3192 3247 LU
201 201 LU2605 20251014 ... 3200 3222 LU
202 202 LU2606 20251014 ... 3177 3210 LU
203 203 LU2607 20251014 ... 3206 3208 LU
204 204 LU2608 20251014 ... 3205 3205 LU
205 205 LU2609 20251014 ... 3188 3208 LU
206 206 LU2610 20251014 ... 3187 3209 LU
207 207 FU2511 20251014 ... 2763 2794 FU
208 208 FU2512 20251014 ... 2733 2750 FU
209 209 FU2601 20251014 ... 2714 2730 FU
210 210 FU2602 20251014 ... 2697 2712 FU
211 211 FU2603 20251014 ... 2693 2704 FU
212 212 FU2604 20251014 ... 2690 2702 FU
213 213 FU2605 20251014 ... 2680 2694 FU
214 214 FU2606 20251014 ... 2670 2688 FU
215 215 FU2607 20251014 ... 2659 2675 FU
216 216 FU2608 20251014 ... 2634 2651 FU
217 217 FU2609 20251014 ... 2628 2645 FU
218 218 FU2610 20251014 ... 2615 2628 FU
219 219 BU2510 20251014 ... 3470 3448 BU
220 220 BU2511 20251014 ... 3286 3310 BU
221 221 BU2512 20251014 ... 3208 3240 BU
222 222 BU2601 20251014 ... 3166 3201 BU
223 223 BU2602 20251014 ... 3172 3207 BU
224 224 BU2603 20251014 ... 3193 3220 BU
225 225 BU2604 20251014 ... 3191 3215 BU
226 226 BU2605 20251014 ... 3206 3217 BU
227 227 BU2606 20251014 ... 3207 3236 BU
228 228 BU2607 20251014 ... 3222 3230 BU
229 229 BU2608 20251014 ... 3197 3216 BU
230 230 BU2609 20251014 ... 3207 3221 BU
231 231 BU2612 20251014 ... 3155 3170 BU
232 232 BU2703 20251014 ... 3172 3178 BU
233 233 BU2706 20251014 ... 3175 3184 BU
234 234 BU2709 20251014 ... 3198 3195 BU
235 235 BR2510 20251014 ... 10670 10905 BR
236 236 BR2511 20251014 ... 10825 10935 BR
237 237 BR2512 20251014 ... 10790 10900 BR
238 238 BR2601 20251014 ... 10790 10905 BR
239 239 BR2602 20251014 ... 10780 10895 BR
240 240 BR2603 20251014 ... 10770 10895 BR
241 241 BR2604 20251014 ... 10795 10935 BR
242 242 BR2605 20251014 ... 10805 10940 BR
243 243 BR2606 20251014 ... 10810 10985 BR
244 244 BR2607 20251014 ... 11035 11140 BR
245 245 BR2608 20251014 ... 11040 11070 BR
246 246 BR2609 20251014 ... 11080 11185 BR
247 247 RU2510 20251014 ... 14165 14165 RU
248 248 RU2511 20251014 ... 14060 14195 RU
249 249 RU2601 20251014 ... 14855 14990 RU
250 250 RU2603 20251014 ... 14815 14945 RU
251 251 RU2604 20251014 ... 14855 14960 RU
252 252 RU2605 20251014 ... 14845 14975 RU
253 253 RU2606 20251014 ... 14850 14930 RU
254 254 RU2607 20251014 ... 14900 14930 RU
255 255 RU2608 20251014 ... 14925 15000 RU
256 256 RU2609 20251014 ... 14880 15005 RU
257 257 NR2510 20251014 ... 11925 11960 NR
258 258 NR2511 20251014 ... 11990 12085 NR
259 259 NR2512 20251014 ... 11985 12080 NR
260 260 NR2601 20251014 ... 11995 12100 NR
261 261 NR2602 20251014 ... 11995 12035 NR
262 262 NR2603 20251014 ... 12020 12085 NR
263 263 NR2604 20251014 ... 12000 12090 NR
264 264 NR2605 20251014 ... 12020 12095 NR
265 265 NR2606 20251014 ... 12040 12095 NR
266 266 NR2607 20251014 ... 12115 12115 NR
267 267 NR2608 20251014 ... 12145 12205 NR
268 268 NR2609 20251014 ... 12250 12250 NR
269 269 SP2510 20251014 ... 4812 4772 SP
270 270 SP2511 20251014 ... 4840 4798 SP
271 271 SP2512 20251014 ... 4864 4828 SP
272 272 SP2601 20251014 ... 5160 5098 SP
273 273 SP2602 20251014 ... 5170 5120 SP
274 274 SP2603 20251014 ... 5194 5132 SP
275 275 SP2604 20251014 ... 5206 5132 SP
276 276 SP2605 20251014 ... 5226 5170 SP
277 277 SP2606 20251014 ... 5234 5232 SP
278 278 SP2607 20251014 ... 5234 5158 SP
279 279 SP2608 20251014 ... 5240 5164 SP
280 280 SP2609 20251014 ... 5238 5200 SP
281 281 OP2601 20251014 ... 4208 4216 OP
282 282 OP2602 20251014 ... 4224 4226 OP
283 283 OP2603 20251014 ... 4218 4228 OP
284 284 OP2604 20251014 ... 4240 4258 OP
285 285 OP2605 20251014 ... 4232 4242 OP
286 286 OP2606 20251014 ... 4202 4202 OP
287 287 OP2607 20251014 ... 4242 4242 OP
288 288 OP2608 20251014 ... 4274 4274 OP
289 289 OP2609 20251014 ... 4220 4186 OP
290 290 EC2510 20251014 ... 1134.4 1133.1 EC
291 291 EC2512 20251014 ... 1639 1559.4 EC
292 292 EC2602 20251014 ... 1416.6 1358 EC
293 293 EC2604 20251014 ... 1112.5 1090.9 EC
294 294 EC2606 20251014 ... 1286.2 1254.5 EC
295 295 EC2608 20251014 ... 1424.4 1388.7 EC
296 298 SC_TAS2511 20251014 ... SC_TAS
297 299 SC_TAS2512 20251014 ... SC_TAS
298 300 SC_TAS2601 20251014 ... SC_TAS
299 301 SC_TAS2602 20251014 ... SC_TAS
[300 rows x 13 columns]
2025-10-15 18:26:26,712 - future_1d - INFO - ak.get_shfe_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251014 9150.0 9980.0 ... 332.10 9225.0 9170.0 AP
1 AP511 20251014 8700.0 8747.0 ... 10991.58 8675.0 8697.0 AP
2 AP512 20251014 8676.0 8694.0 ... 3715.81 8641.0 8644.0 AP
3 AP601 20251014 8640.0 8705.0 ... 632953.82 8660.0 8665.0 AP
4 AP603 20251014 8578.0 8601.0 ... 1662.46 8569.0 8556.0 AP
5 AP604 20251014 8586.0 8622.0 ... 945.21 8593.0 8586.0 AP
6 AP605 20251014 8612.0 8698.0 ... 37848.44 8657.0 8651.0 AP
7 CF511 20251014 13350.0 13365.0 ... 77321.90 13310.0 13330.0 CF
8 CF601 20251014 13315.0 13315.0 ... 1219748.31 13255.0 13285.0 CF
9 CF603 20251014 13320.0 13340.0 ... 133064.14 13270.0 13300.0 CF
10 CF605 20251014 13360.0 13370.0 ... 277016.43 13315.0 13325.0 CF
11 CF607 20251014 13355.0 13360.0 ... 899.95 13335.0 13340.0 CF
12 CF609 20251014 13525.0 13530.0 ... 3001.69 13490.0 13510.0 CF
13 CJ512 20251014 11030.0 11085.0 ... 7333.84 10980.0 11065.0 CJ
14 CJ601 20251014 11150.0 11185.0 ... 756986.99 11100.0 11150.0 CJ
15 CJ603 20251014 11080.0 11135.0 ... 9401.39 11060.0 11100.0 CJ
16 CJ605 20251014 11230.0 11270.0 ... 113635.99 11185.0 11220.0 CJ
17 CJ607 20251014 11275.0 11340.0 ... 1419.14 11265.0 11290.0 CJ
18 CJ609 20251014 11405.0 11460.0 ... 1594.31 11390.0 11405.0 CJ
19 CY510 20251014 0.0 0.0 ... 0.00 19410.0 19455.0 CY
20 CY511 20251014 19680.0 19720.0 ... 3687.06 19665.0 19720.0 CY
21 CY512 20251014 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251014 19395.0 19395.0 ... 103148.13 19310.0 19355.0 CY
23 CY602 20251014 0.0 0.0 ... 0.00 19455.0 19595.0 CY
24 CY603 20251014 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251014 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251014 0.0 0.0 ... 0.00 19795.0 19845.0 CY
29 CY608 20251014 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251014 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251014 1024.0 1024.0 ... 2.05 1024.0 1086.0 FG
32 FG511 20251014 1079.0 1079.0 ... 84038.06 1051.0 1085.0 FG
33 FG512 20251014 1186.0 1188.0 ... 79998.03 1155.0 1186.0 FG
34 FG601 20251014 1180.0 1180.0 ... 4594440.33 1149.0 1178.0 FG
35 FG602 20251014 1251.0 1251.0 ... 41054.25 1210.0 1240.0 FG
36 FG603 20251014 1255.0 1255.0 ... 75206.53 1214.0 1244.0 FG
37 FG604 20251014 1292.0 1316.0 ... 1161.13 1284.0 1312.0 FG
38 FG605 20251014 1312.0 1314.0 ... 198953.56 1283.0 1310.0 FG
39 FG606 20251014 1346.0 1348.0 ... 1538.46 1322.0 1344.0 FG
40 FG607 20251014 1339.0 1344.0 ... 2753.79 1311.0 1338.0 FG
41 FG608 20251014 1389.0 1391.0 ... 2498.67 1367.0 1389.0 FG
42 FG609 20251014 1391.0 1394.0 ... 10955.76 1366.0 1390.0 FG
43 JR511 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251014 2260.0 2260.0 ... 363.72 2245.0 2216.0 MA
52 MA511 20251014 2306.0 2316.0 ... 46598.57 2275.0 2288.0 MA
53 MA512 20251014 2327.0 2332.0 ... 112225.14 2276.0 2319.0 MA
54 MA601 20251014 2345.0 2345.0 ... 2842382.13 2297.0 2335.0 MA
55 MA602 20251014 2365.0 2365.0 ... 68774.50 2318.0 2364.0 MA
56 MA603 20251014 2375.0 2378.0 ... 148506.72 2325.0 2380.0 MA
57 MA604 20251014 2361.0 2365.0 ... 156.68 2338.0 2381.0 MA
58 MA605 20251014 2354.0 2356.0 ... 384339.96 2319.0 2361.0 MA
59 MA606 20251014 2363.0 2363.0 ... 60.56 2329.0 2368.0 MA
60 MA607 20251014 2330.0 2330.0 ... 253.81 2287.0 2347.0 MA
61 MA608 20251014 2316.0 2318.0 ... 48.09 2290.0 2338.0 MA
62 MA609 20251014 2317.0 2317.0 ... 5833.98 2277.0 2319.0 MA
63 OI511 20251014 10165.0 10186.0 ... 91439.15 10140.0 10149.0 OI
64 OI601 20251014 10012.0 10030.0 ... 2220839.75 9983.0 9987.0 OI
65 OI603 20251014 9846.0 9851.0 ... 242647.09 9764.0 9818.0 OI
66 OI605 20251014 9572.0 9594.0 ... 210805.72 9498.0 9549.0 OI
67 OI607 20251014 9526.0 9526.0 ... 1386.72 9433.0 9489.0 OI
68 OI609 20251014 9439.0 9456.0 ... 929.00 9384.0 9437.0 OI
69 PF510 20251014 6136.0 6136.0 ... 143.72 6116.0 6160.0 PF
70 PF511 20251014 6160.0 6180.0 ... 167643.67 6126.0 6184.0 PF
71 PF512 20251014 6120.0 6134.0 ... 839258.23 6076.0 6136.0 PF
72 PF601 20251014 6176.0 6176.0 ... 138491.86 6110.0 6180.0 PF
73 PF602 20251014 6128.0 6132.0 ... 385324.06 6086.0 6146.0 PF
74 PF603 20251014 6116.0 6116.0 ... 101201.48 6076.0 6126.0 PF
75 PF604 20251014 6182.0 6182.0 ... 107.57 6148.0 6208.0 PF
76 PF605 20251014 6172.0 6178.0 ... 289.00 6150.0 6208.0 PF
77 PF606 20251014 6154.0 6154.0 ... 15.34 6138.0 6214.0 PF
78 PF607 20251014 6178.0 6206.0 ... 21.62 6178.0 6238.0 PF
79 PF608 20251014 6192.0 6214.0 ... 6.20 6204.0 6268.0 PF
80 PF609 20251014 6204.0 6220.0 ... 24.81 6204.0 6274.0 PF
81 PK510 20251014 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251014 7912.0 7934.0 ... 297014.58 7872.0 7866.0 PK
83 PK512 20251014 7944.0 8008.0 ... 371955.80 7924.0 7874.0 PK
84 PK601 20251014 8010.0 8090.0 ... 674432.00 8016.0 7934.0 PK
85 PK603 20251014 8080.0 8152.0 ... 336570.97 8034.0 7994.0 PK
86 PK604 20251014 8090.0 8150.0 ... 3289.93 8044.0 8018.0 PK
87 PK605 20251014 8108.0 8184.0 ... 57742.42 8070.0 8044.0 PK
88 PL601 20251014 6188.0 6188.0 ... 98894.35 6109.0 6190.0 PL
89 PL602 20251014 6167.0 6195.0 ... 27545.22 6151.0 6228.0 PL
90 PL603 20251014 6169.0 6191.0 ... 33307.96 6152.0 6221.0 PL
91 PL604 20251014 0.0 0.0 ... 0.00 6132.0 6239.0 PL
92 PL605 20251014 6156.0 6156.0 ... 195.81 6119.0 6197.0 PL
93 PL606 20251014 6153.0 6160.0 ... 36.85 6142.0 6183.0 PL
94 PL607 20251014 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251014 0.0 0.0 ... 0.00 6280.0 6415.0 PL
96 PL609 20251014 0.0 0.0 ... 0.00 6239.0 6331.0 PL
97 PM511 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251014 5678.0 5680.0 ... 476.99 5678.0 5710.0 PR
104 PR511 20251014 5650.0 5656.0 ... 32272.78 5612.0 5674.0 PR
105 PR512 20251014 5646.0 5650.0 ... 247538.80 5600.0 5650.0 PR
106 PR601 20251014 5618.0 5622.0 ... 226644.97 5572.0 5628.0 PR
107 PR602 20251014 5662.0 5662.0 ... 61520.77 5608.0 5666.0 PR
108 PR603 20251014 5656.0 5674.0 ... 320.84 5630.0 5682.0 PR
109 PR604 20251014 5674.0 5694.0 ... 135.66 5654.0 5706.0 PR
110 PR605 20251014 5696.0 5696.0 ... 76.67 5680.0 5730.0 PR
111 PR606 20251014 5696.0 5696.0 ... 8.54 5696.0 5774.0 PR
112 PR607 20251014 5730.0 5730.0 ... 25.72 5716.0 5756.0 PR
113 PR608 20251014 5716.0 5724.0 ... 25.75 5722.0 5770.0 PR
114 PR609 20251014 5718.0 5718.0 ... 17.15 5718.0 5768.0 PR
115 PX510 20251014 0.0 0.0 ... 6458.00 6332.0 6402.0 PX
116 PX511 20251014 6448.0 6482.0 ... 238441.56 6416.0 6464.0 PX
117 PX512 20251014 6424.0 6452.0 ... 159238.50 6386.0 6444.0 PX
118 PX601 20251014 6412.0 6440.0 ... 519846.55 6370.0 6440.0 PX
119 PX602 20251014 6436.0 6446.0 ... 183048.02 6374.0 6454.0 PX
120 PX603 20251014 6436.0 6438.0 ... 131718.97 6378.0 6450.0 PX
121 PX604 20251014 6470.0 6470.0 ... 25.77 6444.0 6468.0 PX
122 PX605 20251014 6472.0 6472.0 ... 3579.37 6416.0 6472.0 PX
123 PX606 20251014 0.0 0.0 ... 0.00 6400.0 6480.0 PX
124 PX607 20251014 0.0 0.0 ... 0.00 6412.0 6498.0 PX
125 PX608 20251014 0.0 0.0 ... 0.00 6424.0 6506.0 PX
126 PX609 20251014 6462.0 6462.0 ... 16.06 6424.0 6482.0 PX
127 RI511 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251014 2397.0 2440.0 ... 20567.30 2404.0 2414.0 RM
134 RM601 20251014 2390.0 2407.0 ... 650501.43 2369.0 2398.0 RM
135 RM603 20251014 2318.0 2326.0 ... 8717.98 2305.0 2328.0 RM
136 RM605 20251014 2315.0 2318.0 ... 194239.80 2299.0 2323.0 RM
137 RM607 20251014 2306.0 2308.0 ... 17984.60 2294.0 2313.0 RM
138 RM608 20251014 2411.0 2411.0 ... 1155.72 2398.0 2419.0 RM
139 RM609 20251014 2402.0 2405.0 ... 4071.81 2388.0 2408.0 RM
140 RS511 20251014 5430.0 5430.0 ... 199.24 5243.0 5399.0 RS
141 RS607 20251014 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251014 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251014 5468.0 5468.0 ... 10.92 5460.0 5463.0 RS
144 SA510 20251014 1154.0 1154.0 ... 688.07 1147.0 1156.0 SA
145 SA511 20251014 1173.0 1173.0 ... 68184.11 1161.0 1175.0 SA
146 SA512 20251014 1234.0 1236.0 ... 209611.55 1218.0 1233.0 SA
147 SA601 20251014 1247.0 1249.0 ... 2996684.46 1229.0 1243.0 SA
148 SA602 20251014 1282.0 1284.0 ... 93718.97 1266.0 1281.0 SA
149 SA603 20251014 1289.0 1291.0 ... 240648.99 1272.0 1287.0 SA
150 SA604 20251014 1330.0 1330.0 ... 3130.28 1312.0 1331.0 SA
151 SA605 20251014 1341.0 1341.0 ... 162486.80 1317.0 1333.0 SA
152 SA606 20251014 1353.0 1357.0 ... 813.38 1338.0 1354.0 SA
153 SA607 20251014 1357.0 1359.0 ... 2389.82 1349.0 1357.0 SA
154 SA608 20251014 1396.0 1399.0 ... 707.90 1383.0 1397.0 SA
155 SA609 20251014 1404.0 1407.0 ... 6429.53 1388.0 1403.0 SA
156 SF510 20251014 5250.0 5250.0 ... 104.57 5230.0 5248.0 SF
157 SF511 20251014 5402.0 5418.0 ... 249544.20 5378.0 5402.0 SF
158 SF512 20251014 5364.0 5386.0 ... 112568.78 5334.0 5370.0 SF
159 SF601 20251014 5360.0 5374.0 ... 233507.72 5334.0 5362.0 SF
160 SF602 20251014 5304.0 5322.0 ... 54383.32 5276.0 5320.0 SF
161 SF603 20251014 5494.0 5496.0 ... 108589.86 5450.0 5504.0 SF
162 SF604 20251014 5458.0 5458.0 ... 13.59 5436.0 5482.0 SF
163 SF605 20251014 5472.0 5480.0 ... 2195.07 5440.0 5478.0 SF
164 SF606 20251014 5400.0 5416.0 ... 143.13 5402.0 5444.0 SF
165 SF607 20251014 5578.0 5580.0 ... 36.22 5572.0 5614.0 SF
166 SF608 20251014 5574.0 5584.0 ... 13.94 5576.0 5628.0 SF
167 SF609 20251014 5568.0 5568.0 ... 33.33 5556.0 5604.0 SF
168 SH510 20251014 0.0 0.0 ... 0.00 2395.0 2418.0 SH
169 SH511 20251014 2424.0 2425.0 ... 161956.37 2405.0 2408.0 SH
170 SH512 20251014 2479.0 2479.0 ... 195681.95 2446.0 2463.0 SH
171 SH601 20251014 2465.0 2465.0 ... 2397631.54 2429.0 2452.0 SH
172 SH602 20251014 2494.0 2503.0 ... 331200.30 2467.0 2488.0 SH
173 SH603 20251014 2501.0 2515.0 ... 316187.63 2473.0 2497.0 SH
174 SH604 20251014 2550.0 2550.0 ... 1273.74 2527.0 2538.0 SH
175 SH605 20251014 2560.0 2563.0 ... 18318.87 2534.0 2549.0 SH
176 SH606 20251014 2578.0 2581.0 ... 848.15 2570.0 2569.0 SH
177 SH607 20251014 2577.0 2584.0 ... 517.68 2576.0 2568.0 SH
178 SH608 20251014 2590.0 2619.0 ... 436.99 2601.0 2588.0 SH
179 SH609 20251014 2602.0 2608.0 ... 490.91 2597.0 2597.0 SH
180 SM510 20251014 5608.0 5626.0 ... 668.00 5614.0 5628.0 SM
181 SM511 20251014 5732.0 5744.0 ... 25133.11 5720.0 5736.0 SM
182 SM512 20251014 5738.0 5750.0 ... 167605.64 5720.0 5742.0 SM
183 SM601 20251014 5750.0 5754.0 ... 383388.98 5728.0 5746.0 SM
184 SM602 20251014 5748.0 5760.0 ... 42325.65 5734.0 5754.0 SM
185 SM603 20251014 5750.0 5774.0 ... 200233.49 5742.0 5766.0 SM
186 SM604 20251014 0.0 0.0 ... 0.00 5768.0 5768.0 SM
187 SM605 20251014 5778.0 5782.0 ... 21406.93 5758.0 5770.0 SM
188 SM606 20251014 5766.0 5768.0 ... 31.67 5760.0 5784.0 SM
189 SM607 20251014 5780.0 5788.0 ... 17.33 5778.0 5796.0 SM
190 SM608 20251014 5790.0 5800.0 ... 17.37 5792.0 5822.0 SM
191 SM609 20251014 5804.0 5804.0 ... 1330.82 5800.0 5806.0 SM
192 SR511 20251014 5469.0 5469.0 ... 22885.62 5442.0 5515.0 SR
193 SR601 20251014 5430.0 5432.0 ... 1775983.16 5400.0 5474.0 SR
194 SR603 20251014 5420.0 5420.0 ... 199888.73 5384.0 5461.0 SR
195 SR605 20251014 5410.0 5410.0 ... 192474.80 5374.0 5444.0 SR
196 SR607 20251014 5412.0 5417.0 ... 8152.31 5385.0 5446.0 SR
197 SR609 20251014 5424.0 5425.0 ... 8327.11 5393.0 5452.0 SR
198 TA510 20251014 4454.0 4456.0 ... 12681.93 4420.0 4470.0 TA
199 TA511 20251014 4470.0 4486.0 ... 155508.23 4432.0 4486.0 TA
200 TA512 20251014 4472.0 4490.0 ... 250204.77 4454.0 4500.0 TA
201 TA601 20251014 4504.0 4506.0 ... 1536053.60 4464.0 4512.0 TA
202 TA602 20251014 4516.0 4518.0 ... 248809.03 4486.0 4524.0 TA
203 TA603 20251014 4526.0 4528.0 ... 89055.07 4496.0 4536.0 TA
204 TA604 20251014 4536.0 4544.0 ... 33.98 4532.0 4554.0 TA
205 TA605 20251014 4560.0 4562.0 ... 102617.67 4522.0 4560.0 TA
206 TA606 20251014 4510.0 4510.0 ... 2.26 4510.0 4574.0 TA
207 TA607 20251014 4572.0 4572.0 ... 6.83 4550.0 4588.0 TA
208 TA608 20251014 4586.0 4586.0 ... 11.39 4558.0 4598.0 TA
209 TA609 20251014 4590.0 4592.0 ... 2278.42 4552.0 4590.0 TA
210 UR510 20251014 1511.0 1513.0 ... 547.43 1504.0 1505.0 UR
211 UR511 20251014 1582.0 1592.0 ... 19945.01 1578.0 1582.0 UR
212 UR512 20251014 1593.0 1603.0 ... 28663.04 1587.0 1594.0 UR
213 UR601 20251014 1606.0 1616.0 ... 452004.36 1602.0 1605.0 UR
214 UR602 20251014 1613.0 1622.0 ... 20540.45 1607.0 1616.0 UR
215 UR603 20251014 1670.0 1670.0 ... 199.27 1661.0 1665.0 UR
216 UR604 20251014 1675.0 1675.0 ... 6.67 1669.0 1672.0 UR
217 UR605 20251014 1675.0 1683.0 ... 34023.43 1672.0 1673.0 UR
218 UR606 20251014 1687.0 1687.0 ... 204.48 1676.0 1677.0 UR
219 UR607 20251014 1716.0 1716.0 ... 20.52 1710.0 1712.0 UR
220 UR608 20251014 1713.0 1713.0 ... 27.31 1707.0 1709.0 UR
221 UR609 20251014 1711.0 1711.0 ... 456.97 1705.0 1707.0 UR
222 WH511 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-15 18:26:26,996 - future_1d - INFO - ak.get_czce_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 a2511 20251014 3959.00 ... 3957.00 3968.00 A
1 a2601 20251014 3967.00 ... 3969.00 3969.00 A
2 a2603 20251014 3965.00 ... 3972.00 3971.00 A
3 a2605 20251014 4009.00 ... 4011.00 4004.00 A
4 a2607 20251014 4010.00 ... 4012.00 4003.00 A
5 a2609 20251014 4011.00 ... 4011.00 4008.00 A
6 b2510 20251014 0.00 ... 3619.00 3619.00 B
7 b2511 20251014 3639.00 ... 3607.00 3628.00 B
8 b2512 20251014 3653.00 ... 3636.00 3656.00 B
9 b2601 20251014 3633.00 ... 3628.00 3651.00 B
10 b2602 20251014 3650.00 ... 3632.00 3656.00 B
11 b2603 20251014 3612.00 ... 3599.00 3617.00 B
12 b2604 20251014 3530.00 ... 3500.00 3537.00 B
13 b2605 20251014 3453.00 ... 3444.00 3459.00 B
14 b2606 20251014 3432.00 ... 3409.00 3436.00 B
15 b2607 20251014 3434.00 ... 3415.00 3434.00 B
16 b2608 20251014 3526.00 ... 3511.00 3529.00 B
17 b2609 20251014 3552.00 ... 3543.00 3548.00 B
18 bb2511 20251014 0.00 ... 144.65 144.65 BB
19 bb2601 20251014 146.75 ... 147.00 146.60 BB
20 bb2603 20251014 146.70 ... 147.25 146.50 BB
21 bb2605 20251014 147.75 ... 147.95 146.70 BB
22 bb2607 20251014 0.00 ... 152.85 151.60 BB
23 bb2609 20251014 0.00 ... 152.85 151.60 BB
24 bz2603 20251014 5670.00 ... 5624.00 5707.00 BZ
25 bz2604 20251014 5645.00 ... 5615.00 5691.00 BZ
26 bz2605 20251014 5645.00 ... 5634.00 5697.00 BZ
27 bz2606 20251014 0.00 ... 5672.00 5672.00 BZ
28 bz2607 20251014 0.00 ... 5685.00 5689.00 BZ
29 bz2608 20251014 5601.00 ... 5601.00 5646.00 BZ
30 bz2609 20251014 0.00 ... 5720.00 5803.00 BZ
31 c2511 20251014 2088.00 ... 2087.00 2107.00 C
32 c2601 20251014 2103.00 ... 2105.00 2114.00 C
33 c2603 20251014 2127.00 ... 2131.00 2130.00 C
34 c2605 20251014 2192.00 ... 2198.00 2197.00 C
35 c2607 20251014 2207.00 ... 2214.00 2211.00 C
36 c2609 20251014 2223.00 ... 2230.00 2227.00 C
37 cs2511 20251014 2400.00 ... 2393.00 2413.00 CS
38 cs2601 20251014 2396.00 ... 2402.00 2413.00 CS
39 cs2603 20251014 2415.00 ... 2421.00 2426.00 CS
40 cs2605 20251014 2513.00 ... 2517.00 2522.00 CS
41 cs2607 20251014 2520.00 ... 2530.00 2535.00 CS
42 cs2609 20251014 2565.00 ... 2571.00 2576.00 CS
43 eb2510 20251014 6589.00 ... 6559.00 6670.00 EB
44 eb2511 20251014 6688.00 ... 6608.00 6714.00 EB
45 eb2512 20251014 6682.00 ... 6627.00 6723.00 EB
46 eb2601 20251014 6730.00 ... 6668.00 6754.00 EB
47 eb2602 20251014 6763.00 ... 6714.00 6802.00 EB
48 eb2603 20251014 6807.00 ... 6760.00 6843.00 EB
49 eb2604 20251014 6830.00 ... 6821.00 6871.00 EB
50 eb2605 20251014 6859.00 ... 6845.00 6906.00 EB
51 eb2606 20251014 6897.00 ... 6873.00 6923.00 EB
52 eb2607 20251014 6898.00 ... 6872.00 6918.00 EB
53 eb2608 20251014 6862.00 ... 6895.00 6943.00 EB
54 eb2609 20251014 6856.00 ... 6888.00 6964.00 EB
55 eg2510 20251014 4102.00 ... 4094.00 4156.00 EG
56 eg2511 20251014 4113.00 ... 4087.00 4129.00 EG
57 eg2512 20251014 4112.00 ... 4067.00 4112.00 EG
58 eg2601 20251014 4111.00 ... 4072.00 4112.00 EG
59 eg2602 20251014 4076.00 ... 4077.00 4126.00 EG
60 eg2603 20251014 4084.00 ... 4079.00 4140.00 EG
61 eg2604 20251014 4166.00 ... 4146.00 4181.00 EG
62 eg2605 20251014 4182.00 ... 4161.00 4197.00 EG
63 eg2606 20251014 4160.00 ... 4163.00 4211.00 EG
64 eg2607 20251014 4177.00 ... 4175.00 4193.00 EG
65 eg2608 20251014 4193.00 ... 4185.00 4200.00 EG
66 eg2609 20251014 4204.00 ... 4199.00 4267.00 EG
67 fb2510 20251014 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251014 1259.00 ... 1257.50 1262.00 FB
69 fb2512 20251014 1264.00 ... 1261.00 1263.50 FB
70 fb2601 20251014 1272.00 ... 1271.00 1269.00 FB
71 fb2602 20251014 1287.00 ... 1273.50 1271.50 FB
72 fb2603 20251014 1287.00 ... 1266.00 1261.50 FB
73 fb2604 20251014 1270.50 ... 1271.00 1269.00 FB
74 fb2605 20251014 1273.00 ... 1273.00 1273.00 FB
75 fb2606 20251014 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251014 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251014 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251014 0.00 ... 1296.00 1296.00 FB
79 i2510 20251014 810.00 ... 808.50 813.50 I
80 i2511 20251014 822.50 ... 805.00 814.00 I
81 i2512 20251014 817.00 ... 797.50 808.50 I
82 i2601 20251014 806.50 ... 788.00 798.50 I
83 i2602 20251014 802.50 ... 781.50 795.00 I
84 i2603 20251014 797.00 ... 779.50 788.00 I
85 i2604 20251014 792.00 ... 773.50 784.50 I
86 i2605 20251014 784.50 ... 765.00 776.00 I
87 i2606 20251014 778.00 ... 762.00 770.00 I
88 i2607 20251014 773.00 ... 757.50 766.00 I
89 i2608 20251014 768.00 ... 753.00 761.00 I
90 i2609 20251014 759.00 ... 747.00 755.50 I
91 j2510 20251014 0.00 ... 1600.00 1600.00 J
92 j2511 20251014 1598.00 ... 1586.00 1586.50 J
93 j2512 20251014 1627.00 ... 1608.00 1617.00 J
94 j2601 20251014 1650.00 ... 1636.50 1648.50 J
95 j2602 20251014 1653.00 ... 1653.00 1679.00 J
96 j2603 20251014 1676.50 ... 1676.50 1705.50 J
97 j2604 20251014 0.00 ... 1773.50 1773.50 J
98 j2605 20251014 1802.50 ... 1781.00 1797.00 J
99 j2606 20251014 1823.50 ... 1814.00 1823.50 J
100 j2607 20251014 0.00 ... 1833.50 1833.50 J
101 j2608 20251014 0.00 ... 1865.00 1865.00 J
102 j2609 20251014 1886.00 ... 1866.50 1879.50 J
103 jd2510 20251014 2664.00 ... 2685.00 2552.00 JD
104 jd2511 20251014 2830.00 ... 2847.00 2804.00 JD
105 jd2512 20251014 3005.00 ... 3028.00 2965.00 JD
106 jd2601 20251014 3210.00 ... 3232.00 3183.00 JD
107 jd2602 20251014 3038.00 ... 3044.00 3020.00 JD
108 jd2603 20251014 3067.00 ... 3060.00 3059.00 JD
109 jd2604 20251014 3191.00 ... 3168.00 3187.00 JD
110 jd2605 20251014 3375.00 ... 3345.00 3372.00 JD
111 jd2606 20251014 3260.00 ... 3235.00 3257.00 JD
112 jd2607 20251014 3510.00 ... 3479.00 3504.00 JD
113 jd2608 20251014 3977.00 ... 3966.00 3978.00 JD
114 jd2609 20251014 3873.00 ... 3866.00 3870.00 JD
115 jm2510 20251014 996.00 ... 951.00 924.00 JM
116 jm2511 20251014 1011.00 ... 1009.00 1001.50 JM
117 jm2512 20251014 1077.00 ... 1072.50 1071.00 JM
118 jm2601 20251014 1150.00 ... 1139.50 1145.00 JM
119 jm2602 20251014 1180.50 ... 1167.50 1176.50 JM
120 jm2603 20251014 1202.50 ... 1185.50 1198.50 JM
121 jm2604 20251014 1224.00 ... 1207.00 1221.00 JM
122 jm2605 20251014 1245.00 ... 1223.00 1240.50 JM
123 jm2606 20251014 1267.50 ... 1247.00 1255.00 JM
124 jm2607 20251014 1293.50 ... 1260.50 1281.00 JM
125 jm2608 20251014 1305.00 ... 1279.00 1304.50 JM
126 jm2609 20251014 1330.50 ... 1309.00 1327.00 JM
127 l2510 20251014 6901.00 ... 6856.00 6948.00 L
128 l2511 20251014 6957.00 ... 6922.00 6989.00 L
129 l2512 20251014 6973.00 ... 6928.00 6999.00 L
130 l2601 20251014 6996.00 ... 6936.00 7005.00 L
131 l2602 20251014 6977.00 ... 6924.00 7001.00 L
132 l2603 20251014 6992.00 ... 6944.00 7013.00 L
133 l2604 20251014 7011.00 ... 6984.00 7059.00 L
134 l2605 20251014 7039.00 ... 6975.00 7039.00 L
135 l2606 20251014 6964.00 ... 6953.00 7047.00 L
136 l2607 20251014 7031.00 ... 7007.00 7065.00 L
137 l2608 20251014 7049.00 ... 7015.00 7079.00 L
138 l2609 20251014 7060.00 ... 7018.00 7083.00 L
139 lg2511 20251014 800.00 ... 791.00 808.00 LG
140 lg2601 20251014 825.00 ... 820.00 823.00 LG
141 lg2603 20251014 829.50 ... 827.50 829.00 LG
142 lg2605 20251014 830.00 ... 828.50 830.00 LG
143 lg2607 20251014 832.00 ... 830.00 831.50 LG
144 lg2609 20251014 831.00 ... 831.50 832.00 LG
145 lh2511 20251014 11200.00 ... 11355.00 11225.00 LH
146 lh2601 20251014 12160.00 ... 12335.00 12150.00 LH
147 lh2603 20251014 11725.00 ... 11825.00 11835.00 LH
148 lh2605 20251014 12365.00 ... 12445.00 12440.00 LH
149 lh2607 20251014 13220.00 ... 13250.00 13220.00 LH
150 lh2609 20251014 13885.00 ... 13945.00 13880.00 LH
151 m2511 20251014 2926.00 ... 2896.00 2918.00 M
152 m2512 20251014 2956.00 ... 2936.00 2954.00 M
153 m2601 20251014 2936.00 ... 2912.00 2936.00 M
154 m2603 20251014 2912.00 ... 2890.00 2911.00 M
155 m2605 20251014 2747.00 ... 2736.00 2751.00 M
156 m2607 20251014 2734.00 ... 2719.00 2736.00 M
157 m2608 20251014 2854.00 ... 2841.00 2858.00 M
158 m2609 20251014 2858.00 ... 2846.00 2861.00 M
159 p2510 20251014 9198.00 ... 9184.00 9214.00 P
160 p2511 20251014 9270.00 ... 9266.00 9274.00 P
161 p2512 20251014 9308.00 ... 9314.00 9326.00 P
162 p2601 20251014 9364.00 ... 9366.00 9376.00 P
163 p2602 20251014 9368.00 ... 9358.00 9358.00 P
164 p2603 20251014 9338.00 ... 9332.00 9352.00 P
165 p2604 20251014 9336.00 ... 9312.00 9298.00 P
166 p2605 20251014 9232.00 ... 9238.00 9218.00 P
167 p2606 20251014 9146.00 ... 9108.00 9120.00 P
168 p2607 20251014 9052.00 ... 9012.00 9012.00 P
169 p2608 20251014 8976.00 ... 8956.00 8958.00 P
170 p2609 20251014 8874.00 ... 8884.00 8866.00 P
171 pg2510 20251014 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251014 4072.00 ... 4118.00 4069.00 PG
173 pg2512 20251014 3965.00 ... 3981.00 3978.00 PG
174 pg2601 20251014 3895.00 ... 3904.00 3909.00 PG
175 pg2602 20251014 3827.00 ... 3835.00 3848.00 PG
176 pg2603 20251014 3756.00 ... 3762.00 3781.00 PG
177 pg2604 20251014 4159.00 ... 4147.00 4166.00 PG
178 pg2605 20251014 4081.00 ... 4076.00 4093.00 PG
179 pg2606 20251014 4017.00 ... 4017.00 4047.00 PG
180 pg2607 20251014 3973.00 ... 3974.00 3984.00 PG
181 pg2608 20251014 3918.00 ... 3917.00 3930.00 PG
182 pg2609 20251014 3855.00 ... 3859.00 3876.00 PG
183 pp2510 20251014 6576.00 ... 6536.00 6611.00 PP
184 pp2511 20251014 6635.00 ... 6551.00 6639.00 PP
185 pp2512 20251014 6642.00 ... 6593.00 6679.00 PP
186 pp2601 20251014 6679.00 ... 6628.00 6708.00 PP
187 pp2602 20251014 6671.00 ... 6620.00 6704.00 PP
188 pp2603 20251014 6662.00 ... 6624.00 6705.00 PP
189 pp2604 20251014 6707.00 ... 6647.00 6738.00 PP
190 pp2605 20251014 6755.00 ... 6683.00 6763.00 PP
191 pp2606 20251014 6690.00 ... 6644.00 6733.00 PP
192 pp2607 20251014 6674.00 ... 6647.00 6694.00 PP
193 pp2608 20251014 6698.00 ... 6670.00 6709.00 PP
194 pp2609 20251014 6729.00 ... 6695.00 6754.00 PP
195 rr2510 20251014 3620.00 ... 3620.00 3604.00 RR
196 rr2511 20251014 3610.00 ... 3615.00 3619.00 RR
197 rr2512 20251014 3610.00 ... 3608.00 3611.00 RR
198 rr2601 20251014 3624.00 ... 3625.00 3642.00 RR
199 rr2602 20251014 3611.00 ... 3613.00 3628.00 RR
200 rr2603 20251014 3611.00 ... 3614.00 3621.00 RR
201 rr2604 20251014 3620.00 ... 3617.00 3622.00 RR
202 rr2605 20251014 3612.00 ... 3612.00 3618.00 RR
203 rr2606 20251014 3602.00 ... 3602.00 3615.00 RR
204 rr2607 20251014 0.00 ... 3624.00 3636.00 RR
205 rr2608 20251014 3596.00 ... 3589.00 3595.00 RR
206 rr2609 20251014 3623.00 ... 3612.00 3636.00 RR
207 v2510 20251014 4607.00 ... 4567.00 4606.00 V
208 v2511 20251014 4620.00 ... 4596.00 4636.00 V
209 v2512 20251014 4674.00 ... 4641.00 4675.00 V
210 v2601 20251014 4717.00 ... 4684.00 4720.00 V
211 v2602 20251014 4753.00 ... 4727.00 4758.00 V
212 v2603 20251014 4790.00 ... 4754.00 4792.00 V
213 v2604 20251014 4990.00 ... 4957.00 5000.00 V
214 v2605 20251014 5043.00 ... 4998.00 5037.00 V
215 v2606 20251014 5055.00 ... 5029.00 5070.00 V
216 v2607 20251014 5091.00 ... 5072.00 5108.00 V
217 v2608 20251014 5113.00 ... 5103.00 5148.00 V
218 v2609 20251014 5162.00 ... 5137.00 5176.00 V
219 y2511 20251014 8284.00 ... 8272.00 8284.00 Y
220 y2512 20251014 8306.00 ... 8306.00 8322.00 Y
221 y2601 20251014 8280.00 ... 8270.00 8282.00 Y
222 y2603 20251014 8234.00 ... 8206.00 8214.00 Y
223 y2605 20251014 8036.00 ... 8040.00 8030.00 Y
224 y2607 20251014 7982.00 ... 7980.00 7974.00 Y
225 y2608 20251014 7990.00 ... 7966.00 7968.00 Y
226 y2609 20251014 7948.00 ... 7924.00 7940.00 Y
[227 rows x 12 columns]
2025-10-15 18:26:27,642 - future_1d - INFO - ak.get_dce_daily('2025-10-14') done
2025-10-15 18:26:29,410 - future_1d - INFO - save future_daily 2025-10-14 completed
symbol date open ... settle pre_settle variety
0 IC2510 20251015 7196.600 ... 7272.000 7159.800 IC
1 IC2511 20251015 7090.800 ... 7190.400 7072.000 IC
2 IC2512 20251015 7068.000 ... 7134.400 7018.600 IC
3 IC2603 20251015 6880.000 ... 6972.000 6857.000 IC
4 IF2510 20251015 4544.000 ... 4596.400 4531.000 IF
5 IF2511 20251015 4532.200 ... 4583.800 4513.400 IF
6 IF2512 20251015 4522.000 ... 4572.600 4499.200 IF
7 IF2603 20251015 4496.000 ... 4551.200 4477.200 IF
8 IH2510 20251015 2967.000 ... 2996.800 2958.400 IH
9 IH2511 20251015 2964.200 ... 2994.000 2952.200 IH
10 IH2512 20251015 2968.000 ... 2995.000 2953.000 IH
11 IH2603 20251015 2965.200 ... 2996.000 2953.800 IH
12 IM2510 20251015 7377.800 ... 7451.600 7338.200 IM
13 IM2511 20251015 7260.000 ... 7357.600 7234.400 IM
14 IM2512 20251015 7194.800 ... 7273.800 7148.600 IM
15 IM2603 20251015 6949.000 ... 7054.200 6926.000 IM
16 T2512 20251015 108.105 ... 108.100 108.190 T
17 T2603 20251015 107.785 ... 107.780 107.880 T
18 T2606 20251015 107.660 ... 107.705 107.795 T
19 TF2512 20251015 105.740 ... 105.715 105.765 TF
20 TF2603 20251015 105.630 ... 105.610 105.650 TF
21 TF2606 20251015 105.575 ... 105.615 105.650 TF
22 TL2512 20251015 114.450 ... 114.480 114.740 TL
23 TL2603 20251015 113.940 ... 114.160 114.420 TL
24 TL2606 20251015 114.170 ... 114.100 114.360 TL
25 TS2512 20251015 102.382 ... 102.372 102.386 TS
26 TS2603 20251015 102.292 ... 102.274 102.292 TS
27 TS2606 20251015 102.312 ... 102.316 102.334 TS
[28 rows x 12 columns]
2025-10-15 18:26:37,176 - future_1d - INFO - ak.get_cffex_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251015 442.4 447.1 ... 3636243.41 443.2 451.8 SC
1 SC2512 20251015 443.3 448.3 ... 2159802.1 444.9 452.5 SC
2 SC2601 20251015 444.2 449 ... 428988.28 445.5 452.5 SC
3 SC2602 20251015 444.1 449.1 ... 63456.69 445.9 453 SC
4 SC2603 20251015 446 448.8 ... 20087.83 447.3 452.7 SC
5 SC2604 20251015 445.6 450.2 ... 9106.51 448.5 453.6 SC
6 SC2605 20251015 445.6 450.8 ... 12840.45 448.9 454.5 SC
7 SC2606 20251015 446.2 451 ... 38123.9 450.1 455.6 SC
8 SC2607 20251015 450.3 450.5 ... 270.04 450 454.8 SC
9 SC2608 20251015 451.3 451.3 ... 225.31 450.6 455.3 SC
10 SC2609 20251015 451.5 452.4 ... 585.8 450.6 454.6 SC
11 SC2610 20251015 ... 0 449.7 449.7 SC
12 SC2612 20251015 452.2 452.2 ... 90.31 451.5 452.6 SC
13 SC2703 20251015 448.6 448.7 ... 89.73 448.6 451.6 SC
14 SC2706 20251015 ... 0 453.6 453.6 SC
15 SC2709 20251015 449.9 450 ... 89.99 449.9 450.6 SC
16 SC2712 20251015 ... 0 455 455 SC
17 SC2803 20251015 ... 0 449 449 SC
18 SC2806 20251015 447.2 449 ... 134.42 448 451.7 SC
19 SC2809 20251015 449.6 450 ... 493.86 448.9 452.9 SC
21 LU2511 20251015 3152 3163 ... 26735.659 3141 3204 LU
22 LU2512 20251015 3159 3178 ... 276488.889 3158 3216 LU
23 LU2601 20251015 3157 3182 ... 175230.353 3161 3210 LU
24 LU2602 20251015 3159 3178 ... 21516.756 3162 3205 LU
25 LU2603 20251015 3150 3177 ... 3154.537 3160 3206 LU
26 LU2604 20251015 3163 3169 ... 25.293 3161 3192 LU
27 LU2605 20251015 3166 3174 ... 104.406 3163 3200 LU
28 LU2606 20251015 3146 3170 ... 41.083 3160 3177 LU
29 LU2607 20251015 3186 3186 ... 241.356 3175 3206 LU
30 LU2608 20251015 3184 3184 ... 257.069 3173 3205 LU
31 LU2609 20251015 3147 3176 ... 151.669 3159 3188 LU
32 LU2610 20251015 3147 3161 ... 25.222 3152 3187 LU
34 NR2510 20251015 12015 12200 ... 484.3 12105 11925 NR
35 NR2511 20251015 11995 12240 ... 564802.63 12110 11990 NR
36 NR2512 20251015 11980 12195 ... 739506.95 12085 11985 NR
37 NR2601 20251015 12020 12180 ... 230462.74 12075 11995 NR
38 NR2602 20251015 11995 12195 ... 11119 12055 11995 NR
39 NR2603 20251015 12005 12115 ... 2284.07 12085 12020 NR
40 NR2604 20251015 11995 12100 ... 940.095 12050 12000 NR
41 NR2605 20251015 11900 12095 ... 337.335 12045 12020 NR
42 NR2606 20251015 12095 12135 ... 121.145 12110 12040 NR
43 NR2607 20251015 12170 12170 ... 36.47 12155 12115 NR
44 NR2608 20251015 12090 12090 ... 12.09 12090 12145 NR
45 NR2609 20251015 12125 12220 ... 36.565 12185 12250 NR
47 BC2510 20251015 ... 0 75040 75040 BC
48 BC2511 20251015 74820 76450 ... 485745.945 75490 76190 BC
49 BC2512 20251015 75020 76470 ... 34587.805 75350 76240 BC
50 BC2601 20251015 ... 0 76860 76860 BC
51 BC2602 20251015 ... 0 75800 75800 BC
52 BC2603 20251015 ... 0 75870 75800 BC
53 BC2604 20251015 ... 0 76520 76520 BC
54 BC2605 20251015 ... 0 75900 75900 BC
55 BC2606 20251015 ... 0 75880 75880 BC
56 BC2607 20251015 ... 0 76570 76570 BC
57 BC2608 20251015 ... 0 75800 75800 BC
58 BC2609 20251015 ... 0 76130 76130 BC
60 EC2510 20251015 1134.6 1135.5 ... 19247.4025 1128.2 1134.4 EC
61 EC2512 20251015 1690 1749.9 ... 365103.323 1713.4 1639 EC
62 EC2602 20251015 1482 1517.6 ... 60793.811 1481.1 1416.6 EC
63 EC2604 20251015 1150 1168 ... 25839.0295 1148.9 1112.5 EC
64 EC2606 20251015 1338 1338 ... 2532.7455 1315.7 1286.2 EC
65 EC2608 20251015 1445 1487.9 ... 1173.9275 1458.2 1424.4 EC
68 SC_TAS2511 20251015 ... SC_TAS
69 SC_TAS2512 20251015 ... SC_TAS
70 SC_TAS2601 20251015 ... SC_TAS
71 SC_TAS2602 20251015 ... SC_TAS
[66 rows x 12 columns]
2025-10-15 18:26:37,240 - future_1d - INFO - ak.get_ine_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20251015 0.0 ... 50755.0 49980.0 PS
1 PS2511 20251015 49975.0 ... 50805.0 49205.0 PS
2 PS2512 20251015 52595.0 ... 53270.0 51630.0 PS
3 PS2601 20251015 52050.0 ... 53165.0 51570.0 PS
4 PS2602 20251015 52050.0 ... 52840.0 51585.0 PS
5 PS2603 20251015 52030.0 ... 52690.0 51545.0 PS
6 PS2604 20251015 51925.0 ... 52600.0 51450.0 PS
7 PS2605 20251015 51800.0 ... 52730.0 51340.0 PS
8 PS2606 20251015 53000.0 ... 54525.0 53195.0 PS
9 PS2607 20251015 53105.0 ... 54410.0 53105.0 PS
10 PS2608 20251015 53125.0 ... 54125.0 52925.0 PS
11 PS2609 20251015 53015.0 ... 53855.0 52655.0 PS
13 SI2510 20251015 8585.0 ... 8620.0 8555.0 SI
14 SI2511 20251015 8495.0 ... 8595.0 8580.0 SI
15 SI2512 20251015 8910.0 ... 8965.0 8970.0 SI
16 SI2601 20251015 8835.0 ... 8905.0 8905.0 SI
17 SI2602 20251015 8800.0 ... 8885.0 8915.0 SI
18 SI2603 20251015 8925.0 ... 8910.0 8980.0 SI
19 SI2604 20251015 8870.0 ... 8940.0 8900.0 SI
20 SI2605 20251015 8850.0 ... 8935.0 8925.0 SI
21 SI2606 20251015 8935.0 ... 8960.0 8930.0 SI
22 SI2607 20251015 8885.0 ... 8935.0 8940.0 SI
23 SI2608 20251015 0.0 ... 8960.0 8960.0 SI
24 SI2609 20251015 8930.0 ... 8975.0 8980.0 SI
27 LC2510 20251015 73120.0 ... 73220.0 72720.0 LC
28 LC2511 20251015 73000.0 ... 73100.0 73160.0 LC
29 LC2512 20251015 72900.0 ... 73200.0 73220.0 LC
30 LC2601 20251015 73140.0 ... 73200.0 73160.0 LC
31 LC2602 20251015 73000.0 ... 73100.0 72960.0 LC
32 LC2603 20251015 72640.0 ... 72980.0 73080.0 LC
33 LC2604 20251015 73260.0 ... 73640.0 73680.0 LC
34 LC2605 20251015 73180.0 ... 73680.0 73660.0 LC
35 LC2606 20251015 73400.0 ... 73620.0 73600.0 LC
36 LC2607 20251015 73400.0 ... 73560.0 73560.0 LC
37 LC2608 20251015 73600.0 ... 73840.0 73720.0 LC
38 LC2609 20251015 73960.0 ... 73940.0 73800.0 LC
[36 rows x 12 columns]
2025-10-15 18:26:37,412 - future_1d - INFO - ak.get_gfex_daily('2025-10-15') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251015 ... 85080 85820 CU
1 1 CU2511 20251015 ... 84960 85710 CU
2 2 CU2512 20251015 ... 85000 85690 CU
3 3 CU2601 20251015 ... 84840 85610 CU
4 4 CU2602 20251015 ... 84750 85570 CU
5 5 CU2603 20251015 ... 84570 85750 CU
6 6 CU2604 20251015 ... 84860 85680 CU
7 7 CU2605 20251015 ... 84510 85680 CU
8 8 CU2606 20251015 ... 84560 85390 CU
9 9 CU2607 20251015 ... 84370 84950 CU
10 10 CU2608 20251015 ... 84550 85220 CU
11 11 CU2609 20251015 ... 84340 85270 CU
12 12 BC2510 20251015 ... 75040 75040 BC
13 13 BC2511 20251015 ... 75490 76190 BC
14 14 BC2512 20251015 ... 75350 76240 BC
15 15 BC2601 20251015 ... 76860 76860 BC
16 16 BC2602 20251015 ... 75800 75800 BC
17 17 BC2603 20251015 ... 75870 75800 BC
18 18 BC2604 20251015 ... 76520 76520 BC
19 19 BC2605 20251015 ... 75900 75900 BC
20 20 BC2606 20251015 ... 75880 75880 BC
21 21 BC2607 20251015 ... 76570 76570 BC
22 22 BC2608 20251015 ... 75800 75800 BC
23 23 BC2609 20251015 ... 76130 76130 BC
24 24 AL2510 20251015 ... 20850 20905 AL
25 25 AL2511 20251015 ... 20875 20930 AL
26 26 AL2512 20251015 ... 20895 20945 AL
27 27 AL2601 20251015 ... 20900 20950 AL
28 28 AL2602 20251015 ... 20890 20945 AL
29 29 AL2603 20251015 ... 20885 20945 AL
30 30 AL2604 20251015 ... 20910 20980 AL
31 31 AL2605 20251015 ... 20915 20995 AL
32 32 AL2606 20251015 ... 20890 20995 AL
33 33 AL2607 20251015 ... 20925 21015 AL
34 34 AL2608 20251015 ... 20930 21010 AL
35 35 AL2609 20251015 ... 20940 20995 AL
36 36 ZN2510 20251015 ... 21985 22205 ZN
37 37 ZN2511 20251015 ... 21995 22275 ZN
38 38 ZN2512 20251015 ... 22035 22310 ZN
39 39 ZN2601 20251015 ... 22065 22340 ZN
40 40 ZN2602 20251015 ... 22090 22370 ZN
41 41 ZN2603 20251015 ... 22125 22395 ZN
42 42 ZN2604 20251015 ... 22150 22415 ZN
43 43 ZN2605 20251015 ... 22180 22435 ZN
44 44 ZN2606 20251015 ... 22215 22475 ZN
45 45 ZN2607 20251015 ... 22200 22470 ZN
46 46 ZN2608 20251015 ... 22220 22475 ZN
47 47 ZN2609 20251015 ... 22275 22535 ZN
48 48 PB2510 20251015 ... 17080 17045 PB
49 49 PB2511 20251015 ... 17055 17085 PB
50 50 PB2512 20251015 ... 17085 17095 PB
51 51 PB2601 20251015 ... 17085 17090 PB
52 52 PB2602 20251015 ... 16990 17115 PB
53 53 PB2603 20251015 ... 17105 17105 PB
54 54 PB2604 20251015 ... 17190 17115 PB
55 55 PB2605 20251015 ... 17145 17125 PB
56 56 PB2606 20251015 ... 17195 17145 PB
57 57 PB2607 20251015 ... 17160 17160 PB
58 58 PB2608 20251015 ... 17200 17170 PB
59 59 PB2609 20251015 ... 17235 17225 PB
60 60 NI2510 20251015 ... 120650 120560 NI
61 61 NI2511 20251015 ... 121020 121080 NI
62 62 NI2512 20251015 ... 121170 121210 NI
63 63 NI2601 20251015 ... 121390 121470 NI
64 64 NI2602 20251015 ... 121600 121680 NI
65 65 NI2603 20251015 ... 121920 122000 NI
66 66 NI2604 20251015 ... 122100 122110 NI
67 67 NI2605 20251015 ... 122360 122240 NI
68 68 NI2606 20251015 ... 122570 122600 NI
69 69 NI2607 20251015 ... 122850 122680 NI
70 70 NI2608 20251015 ... 123210 123140 NI
71 71 NI2609 20251015 ... 123450 123520 NI
72 72 SN2510 20251015 ... 280420 281340 SN
73 73 SN2511 20251015 ... 280410 282140 SN
74 74 SN2512 20251015 ... 280740 282320 SN
75 75 SN2601 20251015 ... 281030 282460 SN
76 76 SN2602 20251015 ... 280790 282390 SN
77 77 SN2603 20251015 ... 280770 282460 SN
78 78 SN2604 20251015 ... 280770 282290 SN
79 79 SN2605 20251015 ... 280720 282370 SN
80 80 SN2606 20251015 ... 281340 282730 SN
81 81 SN2607 20251015 ... 280840 282610 SN
82 82 SN2608 20251015 ... 281330 283550 SN
83 83 SN2609 20251015 ... 282990 282990 SN
84 84 AO2510 20251015 ... 2757 2775 AO
85 85 AO2511 20251015 ... 2776 2783 AO
86 86 AO2512 20251015 ... 2788 2797 AO
87 87 AO2601 20251015 ... 2799 2807 AO
88 88 AO2602 20251015 ... 2818 2826 AO
89 89 AO2603 20251015 ... 2889 2897 AO
90 90 AO2604 20251015 ... 2901 2910 AO
91 91 AO2605 20251015 ... 2910 2918 AO
92 92 AO2606 20251015 ... 2922 2928 AO
93 93 AO2607 20251015 ... 2930 2937 AO
94 94 AO2608 20251015 ... 2945 2949 AO
95 95 AO2609 20251015 ... 2960 2967 AO
96 96 AD2511 20251015 ... 20330 20380 AD
97 97 AD2512 20251015 ... 20400 20440 AD
98 98 AD2601 20251015 ... 20445 20490 AD
99 99 AD2602 20251015 ... 20425 20485 AD
100 100 AD2603 20251015 ... 20420 20440 AD
101 101 AD2604 20251015 ... 20405 20420 AD
102 102 AD2605 20251015 ... 20340 20370 AD
103 103 AD2606 20251015 ... 20300 20420 AD
104 104 AD2607 20251015 ... 20270 20340 AD
105 105 AD2608 20251015 ... 20495 20495 AD
106 106 AD2609 20251015 ... 20495 20410 AD
107 107 AU2510 20251015 ... 962.24 942.4 AU
108 108 AU2511 20251015 ... 947.9 939.32 AU
109 109 AU2512 20251015 ... 948.92 940.64 AU
110 110 AU2602 20251015 ... 952.1 943.96 AU
111 111 AU2604 20251015 ... 953.3 946.46 AU
112 112 AU2606 20251015 ... 957.1 947.86 AU
113 113 AU2608 20251015 ... 958.84 952.96 AU
114 114 AU2610 20251015 ... 961.32 952.34 AU
115 115 AG2510 20251015 ... 12200 11714 AG
116 116 AG2511 20251015 ... 11689 11696 AG
117 117 AG2512 20251015 ... 11675 11697 AG
118 118 AG2601 20251015 ... 11677 11724 AG
119 119 AG2602 20251015 ... 11708 11734 AG
120 120 AG2603 20251015 ... 11700 11775 AG
121 121 AG2604 20251015 ... 11712 11788 AG
122 122 AG2605 20251015 ... 11712 11796 AG
123 123 AG2606 20251015 ... 11756 11791 AG
124 124 AG2607 20251015 ... 11765 11829 AG
125 125 AG2608 20251015 ... 11754 11813 AG
126 126 AG2609 20251015 ... 11808 11799 AG
127 127 RB2510 20251015 ... 2954 2975 RB
128 128 RB2511 20251015 ... 2987 2997 RB
129 129 RB2512 20251015 ... 3031 3043 RB
130 130 RB2601 20251015 ... 3044 3060 RB
131 131 RB2602 20251015 ... 3049 3067 RB
132 132 RB2603 20251015 ... 3074 3087 RB
133 133 RB2604 20251015 ... 3096 3102 RB
134 134 RB2605 20251015 ... 3099 3116 RB
135 135 RB2606 20251015 ... 3114 3130 RB
136 136 RB2607 20251015 ... 3136 3139 RB
137 137 RB2608 20251015 ... 3134 3151 RB
138 138 RB2609 20251015 ... 3143 3161 RB
139 139 WR2510 20251015 ... 3100 3069 WR
140 140 WR2511 20251015 ... 3270 3270 WR
141 141 WR2512 20251015 ... 3353 3309 WR
142 142 WR2601 20251015 ... 3342 3329 WR
143 143 WR2602 20251015 ... 3370 3370 WR
144 144 WR2603 20251015 ... 3361 3361 WR
145 145 WR2604 20251015 ... 3369 3369 WR
146 146 WR2605 20251015 ... 3364 3364 WR
147 147 WR2606 20251015 ... 3363 3360 WR
148 148 WR2607 20251015 ... 3416 3390 WR
149 149 WR2608 20251015 ... 3431 3431 WR
150 150 WR2609 20251015 ... 3430 3430 WR
151 151 HC2510 20251015 ... 3534 3442 HC
152 152 HC2511 20251015 ... 3282 3282 HC
153 153 HC2512 20251015 ... 3254 3262 HC
154 154 HC2601 20251015 ... 3225 3240 HC
155 155 HC2602 20251015 ... 3223 3240 HC
156 156 HC2603 20251015 ... 3233 3243 HC
157 157 HC2604 20251015 ... 3228 3241 HC
158 158 HC2605 20251015 ... 3235 3251 HC
159 159 HC2606 20251015 ... 3237 3245 HC
160 160 HC2607 20251015 ... 3245 3273 HC
161 161 HC2608 20251015 ... 3253 3277 HC
162 162 HC2609 20251015 ... 3259 3270 HC
163 163 SS2510 20251015 ... 12345 12315 SS
164 164 SS2511 20251015 ... 12525 12565 SS
165 165 SS2512 20251015 ... 12555 12590 SS
166 166 SS2601 20251015 ... 12655 12680 SS
167 167 SS2602 20251015 ... 12715 12745 SS
168 168 SS2603 20251015 ... 12795 12815 SS
169 169 SS2604 20251015 ... 12870 12885 SS
170 170 SS2605 20251015 ... 12925 12945 SS
171 171 SS2606 20251015 ... 13000 13025 SS
172 172 SS2607 20251015 ... 13035 13100 SS
173 173 SS2608 20251015 ... 13095 13125 SS
174 174 SS2609 20251015 ... 13170 13230 SS
175 175 SC2511 20251015 ... 443.2 451.8 SC
176 176 SC2512 20251015 ... 444.9 452.5 SC
177 177 SC2601 20251015 ... 445.5 452.5 SC
178 178 SC2602 20251015 ... 445.9 453 SC
179 179 SC2603 20251015 ... 447.3 452.7 SC
180 180 SC2604 20251015 ... 448.5 453.6 SC
181 181 SC2605 20251015 ... 448.9 454.5 SC
182 182 SC2606 20251015 ... 450.1 455.6 SC
183 183 SC2607 20251015 ... 450 454.8 SC
184 184 SC2608 20251015 ... 450.6 455.3 SC
185 185 SC2609 20251015 ... 450.6 454.6 SC
186 186 SC2610 20251015 ... 449.7 449.7 SC
187 187 SC2612 20251015 ... 451.5 452.6 SC
188 188 SC2703 20251015 ... 448.6 451.6 SC
189 189 SC2706 20251015 ... 453.6 453.6 SC
190 190 SC2709 20251015 ... 449.9 450.6 SC
191 191 SC2712 20251015 ... 455 455 SC
192 192 SC2803 20251015 ... 449 449 SC
193 193 SC2806 20251015 ... 448 451.7 SC
194 194 SC2809 20251015 ... 448.9 452.9 SC
195 195 LU2511 20251015 ... 3141 3204 LU
196 196 LU2512 20251015 ... 3158 3216 LU
197 197 LU2601 20251015 ... 3161 3210 LU
198 198 LU2602 20251015 ... 3162 3205 LU
199 199 LU2603 20251015 ... 3160 3206 LU
200 200 LU2604 20251015 ... 3161 3192 LU
201 201 LU2605 20251015 ... 3163 3200 LU
202 202 LU2606 20251015 ... 3160 3177 LU
203 203 LU2607 20251015 ... 3175 3206 LU
204 204 LU2608 20251015 ... 3173 3205 LU
205 205 LU2609 20251015 ... 3159 3188 LU
206 206 LU2610 20251015 ... 3152 3187 LU
207 207 FU2511 20251015 ... 2725 2763 FU
208 208 FU2512 20251015 ... 2685 2733 FU
209 209 FU2601 20251015 ... 2669 2714 FU
210 210 FU2602 20251015 ... 2652 2697 FU
211 211 FU2603 20251015 ... 2649 2693 FU
212 212 FU2604 20251015 ... 2647 2690 FU
213 213 FU2605 20251015 ... 2641 2680 FU
214 214 FU2606 20251015 ... 2634 2670 FU
215 215 FU2607 20251015 ... 2626 2659 FU
216 216 FU2608 20251015 ... 2600 2634 FU
217 217 FU2609 20251015 ... 2594 2628 FU
218 218 FU2610 20251015 ... 2584 2615 FU
219 219 BU2510 20251015 ... 3470 3470 BU
220 220 BU2511 20251015 ... 3261 3286 BU
221 221 BU2512 20251015 ... 3185 3208 BU
222 222 BU2601 20251015 ... 3149 3166 BU
223 223 BU2602 20251015 ... 3157 3172 BU
224 224 BU2603 20251015 ... 3180 3193 BU
225 225 BU2604 20251015 ... 3188 3191 BU
226 226 BU2605 20251015 ... 3194 3206 BU
227 227 BU2606 20251015 ... 3199 3207 BU
228 228 BU2607 20251015 ... 3222 3222 BU
229 229 BU2608 20251015 ... 3202 3197 BU
230 230 BU2609 20251015 ... 3202 3207 BU
231 231 BU2612 20251015 ... 3148 3155 BU
232 232 BU2703 20251015 ... 3161 3172 BU
233 233 BU2706 20251015 ... 3168 3175 BU
234 234 BU2709 20251015 ... 3172 3198 BU
235 235 BR2510 20251015 ... 10670 10670 BR
236 236 BR2511 20251015 ... 10805 10825 BR
237 237 BR2512 20251015 ... 10745 10790 BR
238 238 BR2601 20251015 ... 10740 10790 BR
239 239 BR2602 20251015 ... 10755 10780 BR
240 240 BR2603 20251015 ... 10760 10770 BR
241 241 BR2604 20251015 ... 10795 10795 BR
242 242 BR2605 20251015 ... 10800 10805 BR
243 243 BR2606 20251015 ... 10865 10810 BR
244 244 BR2607 20251015 ... 11025 11035 BR
245 245 BR2608 20251015 ... 11040 11040 BR
246 246 BR2609 20251015 ... 11080 11080 BR
247 247 RU2510 20251015 ... 14030 14165 RU
248 248 RU2511 20251015 ... 14095 14060 RU
249 249 RU2601 20251015 ... 14850 14855 RU
250 250 RU2603 20251015 ... 14835 14815 RU
251 251 RU2604 20251015 ... 14860 14855 RU
252 252 RU2605 20251015 ... 14855 14845 RU
253 253 RU2606 20251015 ... 14865 14850 RU
254 254 RU2607 20251015 ... 14905 14900 RU
255 255 RU2608 20251015 ... 14915 14925 RU
256 256 RU2609 20251015 ... 14905 14880 RU
257 257 NR2510 20251015 ... 12105 11925 NR
258 258 NR2511 20251015 ... 12110 11990 NR
259 259 NR2512 20251015 ... 12085 11985 NR
260 260 NR2601 20251015 ... 12075 11995 NR
261 261 NR2602 20251015 ... 12055 11995 NR
262 262 NR2603 20251015 ... 12085 12020 NR
263 263 NR2604 20251015 ... 12050 12000 NR
264 264 NR2605 20251015 ... 12045 12020 NR
265 265 NR2606 20251015 ... 12110 12040 NR
266 266 NR2607 20251015 ... 12155 12115 NR
267 267 NR2608 20251015 ... 12090 12145 NR
268 268 NR2609 20251015 ... 12185 12250 NR
269 269 SP2510 20251015 ... 4812 4812 SP
270 270 SP2511 20251015 ... 4854 4840 SP
271 271 SP2512 20251015 ... 4878 4864 SP
272 272 SP2601 20251015 ... 5174 5160 SP
273 273 SP2602 20251015 ... 5188 5170 SP
274 274 SP2603 20251015 ... 5206 5194 SP
275 275 SP2604 20251015 ... 5226 5206 SP
276 276 SP2605 20251015 ... 5240 5226 SP
277 277 SP2606 20251015 ... 5252 5234 SP
278 278 SP2607 20251015 ... 5248 5234 SP
279 279 SP2608 20251015 ... 5248 5240 SP
280 280 SP2609 20251015 ... 5244 5238 SP
281 281 OP2601 20251015 ... 4214 4208 OP
282 282 OP2602 20251015 ... 4224 4224 OP
283 283 OP2603 20251015 ... 4216 4218 OP
284 284 OP2604 20251015 ... 4232 4240 OP
285 285 OP2605 20251015 ... 4236 4232 OP
286 286 OP2606 20251015 ... 4202 4202 OP
287 287 OP2607 20251015 ... 4242 4242 OP
288 288 OP2608 20251015 ... 4268 4274 OP
289 289 OP2609 20251015 ... 4220 4220 OP
290 290 EC2510 20251015 ... 1128.2 1134.4 EC
291 291 EC2512 20251015 ... 1713.4 1639 EC
292 292 EC2602 20251015 ... 1481.1 1416.6 EC
293 293 EC2604 20251015 ... 1148.9 1112.5 EC
294 294 EC2606 20251015 ... 1315.7 1286.2 EC
295 295 EC2608 20251015 ... 1458.2 1424.4 EC
296 296 SC_TAS2511 20251015 ... SC_TAS
297 297 SC_TAS2512 20251015 ... SC_TAS
298 298 SC_TAS2601 20251015 ... SC_TAS
299 299 SC_TAS2602 20251015 ... SC_TAS
[300 rows x 13 columns]
2025-10-15 18:26:37,512 - future_1d - INFO - ak.get_shfe_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251015 8650.0 9203.0 ... 311.45 9160.0 9225.0 AP
1 AP511 20251015 8668.0 8735.0 ... 7208.03 8695.0 8675.0 AP
2 AP512 20251015 8632.0 8683.0 ... 1411.55 8660.0 8641.0 AP
3 AP601 20251015 8670.0 8696.0 ... 375010.85 8668.0 8660.0 AP
4 AP603 20251015 8577.0 8585.0 ... 282.87 8572.0 8569.0 AP
5 AP604 20251015 8605.0 8621.0 ... 249.60 8607.0 8593.0 AP
6 AP605 20251015 8700.0 8700.0 ... 20982.63 8678.0 8657.0 AP
7 CF511 20251015 13260.0 13335.0 ... 64280.81 13275.0 13310.0 CF
8 CF601 20251015 13250.0 13300.0 ... 1195996.07 13255.0 13255.0 CF
9 CF603 20251015 13275.0 13325.0 ... 120020.26 13285.0 13270.0 CF
10 CF605 20251015 13320.0 13355.0 ... 256311.20 13315.0 13315.0 CF
11 CF607 20251015 13330.0 13375.0 ... 366.99 13345.0 13335.0 CF
12 CF609 20251015 13475.0 13530.0 ... 2894.97 13495.0 13490.0 CF
13 CJ512 20251015 10955.0 11010.0 ... 4340.14 10975.0 10980.0 CJ
14 CJ601 20251015 11085.0 11160.0 ... 512785.26 11105.0 11100.0 CJ
15 CJ603 20251015 10970.0 11105.0 ... 7418.93 11055.0 11060.0 CJ
16 CJ605 20251015 11100.0 11235.0 ... 75721.81 11185.0 11185.0 CJ
17 CJ607 20251015 11245.0 11315.0 ... 788.76 11270.0 11265.0 CJ
18 CJ609 20251015 11365.0 11450.0 ... 695.82 11405.0 11390.0 CJ
19 CY510 20251015 0.0 0.0 ... 0.00 19395.0 19410.0 CY
20 CY511 20251015 19675.0 19705.0 ... 2134.57 19675.0 19665.0 CY
21 CY512 20251015 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251015 19320.0 19345.0 ... 95212.73 19295.0 19310.0 CY
23 CY602 20251015 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251015 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251015 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251015 0.0 0.0 ... 0.00 19760.0 19795.0 CY
29 CY608 20251015 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251015 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251015 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251015 1035.0 1043.0 ... 33090.46 1031.0 1051.0 FG
33 FG512 20251015 1141.0 1152.0 ... 76940.78 1137.0 1155.0 FG
34 FG601 20251015 1137.0 1145.0 ... 3471765.23 1134.0 1149.0 FG
35 FG602 20251015 1207.0 1215.0 ... 29526.72 1203.0 1210.0 FG
36 FG603 20251015 1209.0 1217.0 ... 67082.12 1206.0 1214.0 FG
37 FG604 20251015 1272.0 1288.0 ... 570.31 1273.0 1284.0 FG
38 FG605 20251015 1275.0 1288.0 ... 128853.40 1273.0 1283.0 FG
39 FG606 20251015 1313.0 1325.0 ... 703.22 1312.0 1322.0 FG
40 FG607 20251015 1302.0 1317.0 ... 779.62 1304.0 1311.0 FG
41 FG608 20251015 1353.0 1367.0 ... 1767.84 1356.0 1367.0 FG
42 FG609 20251015 1363.0 1367.0 ... 5518.60 1356.0 1366.0 FG
43 JR511 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251015 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251015 2243.0 2292.0 ... 26781.53 2277.0 2275.0 MA
53 MA512 20251015 2266.0 2311.0 ... 82291.71 2287.0 2276.0 MA
54 MA601 20251015 2275.0 2309.0 ... 1688952.69 2292.0 2297.0 MA
55 MA602 20251015 2292.0 2329.0 ... 59933.04 2308.0 2318.0 MA
56 MA603 20251015 2302.0 2336.0 ... 75533.52 2322.0 2325.0 MA
57 MA604 20251015 2312.0 2329.0 ... 74.20 2319.0 2338.0 MA
58 MA605 20251015 2298.0 2322.0 ... 179036.64 2308.0 2319.0 MA
59 MA606 20251015 2304.0 2321.0 ... 25.44 2312.0 2329.0 MA
60 MA607 20251015 2277.0 2300.0 ... 130.65 2292.0 2287.0 MA
61 MA608 20251015 2270.0 2288.0 ... 38.77 2281.0 2290.0 MA
62 MA609 20251015 2265.0 2276.0 ... 3113.06 2266.0 2277.0 MA
63 OI511 20251015 10106.0 10143.0 ... 50666.56 10099.0 10140.0 OI
64 OI601 20251015 9950.0 9984.0 ... 2017868.33 9939.0 9983.0 OI
65 OI603 20251015 9704.0 9753.0 ... 221873.75 9706.0 9764.0 OI
66 OI605 20251015 9462.0 9530.0 ... 170578.36 9485.0 9498.0 OI
67 OI607 20251015 9398.0 9477.0 ... 1846.22 9420.0 9433.0 OI
68 OI609 20251015 9347.0 9437.0 ... 1184.52 9401.0 9384.0 OI
69 PF510 20251015 6102.0 6102.0 ... 130.89 6088.0 6116.0 PF
70 PF511 20251015 6084.0 6084.0 ... 65369.66 6072.0 6126.0 PF
71 PF512 20251015 6050.0 6058.0 ... 701762.09 6040.0 6076.0 PF
72 PF601 20251015 6068.0 6070.0 ... 92500.99 6054.0 6110.0 PF
73 PF602 20251015 6038.0 6044.0 ... 462025.43 6024.0 6086.0 PF
74 PF603 20251015 6028.0 6032.0 ... 132959.59 6016.0 6076.0 PF
75 PF604 20251015 6090.0 6102.0 ... 70.01 6088.0 6148.0 PF
76 PF605 20251015 6100.0 6132.0 ... 490.64 6096.0 6150.0 PF
77 PF606 20251015 6082.0 6120.0 ... 79.30 6100.0 6138.0 PF
78 PF607 20251015 6102.0 6162.0 ... 61.23 6124.0 6178.0 PF
79 PF608 20251015 6122.0 6152.0 ... 12.28 6140.0 6204.0 PF
80 PF609 20251015 6138.0 6166.0 ... 30.77 6154.0 6204.0 PF
81 PK510 20251015 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251015 7876.0 7922.0 ... 97457.25 7884.0 7872.0 PK
83 PK512 20251015 7972.0 7992.0 ... 184644.76 7958.0 7924.0 PK
84 PK601 20251015 8034.0 8096.0 ... 500962.20 8058.0 8016.0 PK
85 PK603 20251015 8036.0 8118.0 ... 172633.28 8084.0 8034.0 PK
86 PK604 20251015 8058.0 8116.0 ... 1799.08 8086.0 8044.0 PK
87 PK605 20251015 8080.0 8138.0 ... 17832.92 8110.0 8070.0 PK
88 PL601 20251015 6081.0 6108.0 ... 142549.79 6085.0 6109.0 PL
89 PL602 20251015 6108.0 6143.0 ... 106410.87 6124.0 6151.0 PL
90 PL603 20251015 6105.0 6146.0 ... 85611.28 6124.0 6152.0 PL
91 PL604 20251015 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251015 6076.0 6094.0 ... 109.43 6080.0 6119.0 PL
93 PL606 20251015 6088.0 6088.0 ... 24.35 6088.0 6142.0 PL
94 PL607 20251015 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251015 0.0 0.0 ... 0.00 6277.0 6280.0 PL
96 PL609 20251015 0.0 0.0 ... 0.00 6232.0 6239.0 PL
97 PM511 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251015 0.0 0.0 ... 0.00 5638.0 5678.0 PR
104 PR511 20251015 5572.0 5582.0 ... 17495.21 5568.0 5612.0 PR
105 PR512 20251015 5570.0 5580.0 ... 197902.61 5560.0 5600.0 PR
106 PR601 20251015 5552.0 5552.0 ... 197998.02 5532.0 5572.0 PR
107 PR602 20251015 5586.0 5592.0 ... 33581.81 5576.0 5608.0 PR
108 PR603 20251015 5578.0 5608.0 ... 911.33 5574.0 5630.0 PR
109 PR604 20251015 5592.0 5634.0 ... 293.63 5594.0 5654.0 PR
110 PR605 20251015 5616.0 5632.0 ... 597.60 5612.0 5680.0 PR
111 PR606 20251015 5658.0 5658.0 ... 16.96 5652.0 5696.0 PR
112 PR607 20251015 5662.0 5682.0 ... 68.03 5670.0 5716.0 PR
113 PR608 20251015 5692.0 5692.0 ... 17.06 5688.0 5722.0 PR
114 PR609 20251015 5718.0 5718.0 ... 25.61 5692.0 5718.0 PR
115 PX510 20251015 6326.0 6326.0 ... 15.82 6326.0 6332.0 PX
116 PX511 20251015 6324.0 6348.0 ... 119679.53 6316.0 6416.0 PX
117 PX512 20251015 6306.0 6338.0 ... 91641.78 6304.0 6386.0 PX
118 PX601 20251015 6306.0 6328.0 ... 490661.67 6296.0 6370.0 PX
119 PX602 20251015 6318.0 6342.0 ... 227109.04 6314.0 6374.0 PX
120 PX603 20251015 6316.0 6344.0 ... 132539.79 6320.0 6378.0 PX
121 PX604 20251015 6344.0 6344.0 ... 6.34 6344.0 6444.0 PX
122 PX605 20251015 6344.0 6380.0 ... 1205.07 6342.0 6416.0 PX
123 PX606 20251015 6352.0 6352.0 ... 9.53 6352.0 6400.0 PX
124 PX607 20251015 6374.0 6374.0 ... 6.37 6374.0 6412.0 PX
125 PX608 20251015 6374.0 6392.0 ... 12.77 6386.0 6424.0 PX
126 PX609 20251015 6390.0 6412.0 ... 19.18 6394.0 6424.0 PX
127 RI511 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251015 2382.0 2410.0 ... 5240.82 2387.0 2404.0 RM
134 RM601 20251015 2345.0 2380.0 ... 434336.03 2359.0 2369.0 RM
135 RM603 20251015 2285.0 2309.0 ... 3644.73 2297.0 2305.0 RM
136 RM605 20251015 2285.0 2307.0 ... 85660.02 2295.0 2299.0 RM
137 RM607 20251015 2281.0 2296.0 ... 7759.77 2286.0 2294.0 RM
138 RM608 20251015 2385.0 2401.0 ... 521.58 2393.0 2398.0 RM
139 RM609 20251015 2388.0 2398.0 ... 2607.16 2388.0 2388.0 RM
140 RS511 20251015 5157.0 5291.0 ... 83.78 5236.0 5243.0 RS
141 RS607 20251015 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251015 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251015 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251015 1150.0 1155.0 ... 1166.05 1151.0 1147.0 SA
145 SA511 20251015 1153.0 1170.0 ... 39303.14 1162.0 1161.0 SA
146 SA512 20251015 1222.0 1227.0 ... 123729.43 1220.0 1218.0 SA
147 SA601 20251015 1233.0 1238.0 ... 1956030.89 1231.0 1229.0 SA
148 SA602 20251015 1270.0 1274.0 ... 66808.09 1267.0 1266.0 SA
149 SA603 20251015 1277.0 1280.0 ... 140664.09 1273.0 1272.0 SA
150 SA604 20251015 1315.0 1319.0 ... 622.82 1314.0 1312.0 SA
151 SA605 20251015 1324.0 1325.0 ... 80051.48 1319.0 1317.0 SA
152 SA606 20251015 1344.0 1344.0 ... 661.44 1339.0 1338.0 SA
153 SA607 20251015 1335.0 1348.0 ... 665.99 1343.0 1349.0 SA
154 SA608 20251015 1382.0 1384.0 ... 311.79 1380.0 1383.0 SA
155 SA609 20251015 1394.0 1394.0 ... 2715.10 1385.0 1388.0 SA
156 SF510 20251015 5230.0 5240.0 ... 269.15 5226.0 5230.0 SF
157 SF511 20251015 5388.0 5452.0 ... 222611.24 5410.0 5378.0 SF
158 SF512 20251015 5334.0 5420.0 ... 124007.39 5388.0 5334.0 SF
159 SF601 20251015 5328.0 5408.0 ... 294943.74 5370.0 5334.0 SF
160 SF602 20251015 5274.0 5342.0 ... 101388.83 5314.0 5276.0 SF
161 SF603 20251015 5466.0 5518.0 ... 185376.43 5490.0 5450.0 SF
162 SF604 20251015 0.0 0.0 ... 0.00 5438.0 5436.0 SF
163 SF605 20251015 5430.0 5492.0 ... 4127.02 5464.0 5440.0 SF
164 SF606 20251015 5420.0 5454.0 ... 24.46 5436.0 5402.0 SF
165 SF607 20251015 5598.0 5624.0 ... 14.00 5602.0 5572.0 SF
166 SF608 20251015 5618.0 5618.0 ... 8.40 5598.0 5576.0 SF
167 SF609 20251015 5552.0 5594.0 ... 89.30 5582.0 5556.0 SF
168 SH510 20251015 0.0 0.0 ... 0.00 2400.0 2395.0 SH
169 SH511 20251015 2395.0 2431.0 ... 76267.25 2407.0 2405.0 SH
170 SH512 20251015 2445.0 2477.0 ... 119282.61 2458.0 2446.0 SH
171 SH601 20251015 2425.0 2454.0 ... 1873788.30 2434.0 2429.0 SH
172 SH602 20251015 2457.0 2486.0 ... 250959.48 2466.0 2467.0 SH
173 SH603 20251015 2467.0 2494.0 ... 222406.58 2475.0 2473.0 SH
174 SH604 20251015 2516.0 2537.0 ... 280.38 2526.0 2527.0 SH
175 SH605 20251015 2529.0 2550.0 ... 11536.77 2535.0 2534.0 SH
176 SH606 20251015 2559.0 2575.0 ... 223.03 2564.0 2570.0 SH
177 SH607 20251015 2560.0 2580.0 ... 169.50 2568.0 2576.0 SH
178 SH608 20251015 2585.0 2602.0 ... 171.05 2592.0 2601.0 SH
179 SH609 20251015 2589.0 2601.0 ... 210.30 2596.0 2597.0 SH
180 SM510 20251015 5662.0 5666.0 ... 676.38 5660.0 5614.0 SM
181 SM511 20251015 5736.0 5786.0 ... 26486.40 5754.0 5720.0 SM
182 SM512 20251015 5724.0 5794.0 ... 207807.25 5762.0 5720.0 SM
183 SM601 20251015 5726.0 5798.0 ... 481383.31 5766.0 5728.0 SM
184 SM602 20251015 5734.0 5802.0 ... 54919.11 5770.0 5734.0 SM
185 SM603 20251015 5744.0 5814.0 ... 284636.25 5782.0 5742.0 SM
186 SM604 20251015 5802.0 5802.0 ... 2.90 5802.0 5768.0 SM
187 SM605 20251015 5766.0 5826.0 ... 10073.96 5794.0 5758.0 SM
188 SM606 20251015 5816.0 5816.0 ... 5.80 5796.0 5760.0 SM
189 SM607 20251015 0.0 0.0 ... 0.00 5790.0 5778.0 SM
190 SM608 20251015 0.0 0.0 ... 0.00 5794.0 5792.0 SM
191 SM609 20251015 5814.0 5858.0 ... 588.33 5826.0 5800.0 SM
192 SR511 20251015 5430.0 5453.0 ... 27885.71 5427.0 5442.0 SR
193 SR601 20251015 5391.0 5416.0 ... 886959.35 5402.0 5400.0 SR
194 SR603 20251015 5384.0 5401.0 ... 171069.69 5388.0 5384.0 SR
195 SR605 20251015 5366.0 5385.0 ... 100926.42 5373.0 5374.0 SR
196 SR607 20251015 5378.0 5392.0 ... 3219.34 5384.0 5385.0 SR
197 SR609 20251015 5383.0 5402.0 ... 4563.29 5394.0 5393.0 SR
198 TA510 20251015 4346.0 4378.0 ... 2401.28 4370.0 4420.0 TA
199 TA511 20251015 4388.0 4392.0 ... 72997.90 4378.0 4432.0 TA
200 TA512 20251015 4394.0 4410.0 ... 152469.12 4394.0 4454.0 TA
201 TA601 20251015 4422.0 4428.0 ... 1264069.93 4412.0 4464.0 TA
202 TA602 20251015 4430.0 4442.0 ... 120455.17 4424.0 4486.0 TA
203 TA603 20251015 4446.0 4456.0 ... 51664.33 4438.0 4496.0 TA
204 TA604 20251015 4456.0 4466.0 ... 26.74 4456.0 4532.0 TA
205 TA605 20251015 4480.0 4488.0 ... 88227.81 4474.0 4522.0 TA
206 TA606 20251015 4482.0 4484.0 ... 26.85 4476.0 4510.0 TA
207 TA607 20251015 4482.0 4500.0 ... 17.96 4492.0 4550.0 TA
208 TA608 20251015 0.0 0.0 ... 0.00 4526.0 4558.0 TA
209 TA609 20251015 4540.0 4540.0 ... 3079.34 4512.0 4552.0 TA
210 UR510 20251015 1495.0 1509.0 ... 245.23 1495.0 1504.0 UR
211 UR511 20251015 1585.0 1586.0 ... 16278.40 1580.0 1578.0 UR
212 UR512 20251015 1585.0 1597.0 ... 25277.80 1590.0 1587.0 UR
213 UR601 20251015 1600.0 1611.0 ... 378430.22 1604.0 1602.0 UR
214 UR602 20251015 1601.0 1618.0 ... 14897.60 1612.0 1607.0 UR
215 UR603 20251015 1671.0 1673.0 ... 136.59 1666.0 1661.0 UR
216 UR604 20251015 1670.0 1671.0 ... 40.06 1669.0 1669.0 UR
217 UR605 20251015 1670.0 1680.0 ... 23994.85 1674.0 1672.0 UR
218 UR606 20251015 1682.0 1684.0 ... 235.17 1680.0 1676.0 UR
219 UR607 20251015 1708.0 1708.0 ... 6.83 1708.0 1710.0 UR
220 UR608 20251015 0.0 0.0 ... 0.00 1707.0 1707.0 UR
221 UR609 20251015 1709.0 1710.0 ... 204.83 1707.0 1705.0 UR
222 WH511 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-15 18:26:37,886 - future_1d - INFO - ak.get_czce_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 a2511 20251015 3946.00 ... 3969.00 3957.00 A
1 a2601 20251015 3973.00 ... 3988.00 3969.00 A
2 a2603 20251015 3974.00 ... 3992.00 3972.00 A
3 a2605 20251015 4012.00 ... 4026.00 4011.00 A
4 a2607 20251015 4013.00 ... 4025.00 4012.00 A
5 a2609 20251015 4013.00 ... 4026.00 4011.00 A
6 b2510 20251015 3600.00 ... 3600.00 3619.00 B
7 b2511 20251015 3596.00 ... 3603.00 3607.00 B
8 b2512 20251015 3608.00 ... 3614.00 3636.00 B
9 b2601 20251015 3611.00 ... 3624.00 3628.00 B
10 b2602 20251015 3614.00 ... 3632.00 3632.00 B
11 b2603 20251015 3581.00 ... 3594.00 3599.00 B
12 b2604 20251015 3496.00 ... 3508.00 3500.00 B
13 b2605 20251015 3432.00 ... 3442.00 3444.00 B
14 b2606 20251015 3405.00 ... 3414.00 3409.00 B
15 b2607 20251015 3406.00 ... 3420.00 3415.00 B
16 b2608 20251015 3509.00 ... 3516.00 3511.00 B
17 b2609 20251015 3526.00 ... 3536.00 3543.00 B
18 bb2511 20251015 144.50 ... 144.50 144.65 BB
19 bb2601 20251015 146.80 ... 146.95 147.00 BB
20 bb2603 20251015 147.25 ... 147.10 147.25 BB
21 bb2605 20251015 147.70 ... 147.70 147.95 BB
22 bb2607 20251015 0.00 ... 152.60 152.85 BB
23 bb2609 20251015 0.00 ... 152.60 152.85 BB
24 bz2603 20251015 5575.00 ... 5585.00 5624.00 BZ
25 bz2604 20251015 5574.00 ... 5576.00 5615.00 BZ
26 bz2605 20251015 5593.00 ... 5588.00 5634.00 BZ
27 bz2606 20251015 5573.00 ... 5573.00 5672.00 BZ
28 bz2607 20251015 0.00 ... 5660.00 5685.00 BZ
29 bz2608 20251015 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251015 0.00 ... 5695.00 5720.00 BZ
31 c2511 20251015 2093.00 ... 2097.00 2087.00 C
32 c2601 20251015 2109.00 ... 2119.00 2105.00 C
33 c2603 20251015 2142.00 ... 2148.00 2131.00 C
34 c2605 20251015 2200.00 ... 2208.00 2198.00 C
35 c2607 20251015 2218.00 ... 2223.00 2214.00 C
36 c2609 20251015 2235.00 ... 2238.00 2230.00 C
37 cs2511 20251015 2386.00 ... 2390.00 2393.00 CS
38 cs2601 20251015 2399.00 ... 2407.00 2402.00 CS
39 cs2603 20251015 2420.00 ... 2427.00 2421.00 CS
40 cs2605 20251015 2523.00 ... 2521.00 2517.00 CS
41 cs2607 20251015 2527.00 ... 2532.00 2530.00 CS
42 cs2609 20251015 2571.00 ... 2570.00 2571.00 CS
43 eb2510 20251015 6416.00 ... 6442.00 6559.00 EB
44 eb2511 20251015 6513.00 ... 6544.00 6608.00 EB
45 eb2512 20251015 6550.00 ... 6566.00 6627.00 EB
46 eb2601 20251015 6590.00 ... 6609.00 6668.00 EB
47 eb2602 20251015 6647.00 ... 6667.00 6714.00 EB
48 eb2603 20251015 6712.00 ... 6727.00 6760.00 EB
49 eb2604 20251015 6731.00 ... 6765.00 6821.00 EB
50 eb2605 20251015 6777.00 ... 6795.00 6845.00 EB
51 eb2606 20251015 6825.00 ... 6828.00 6873.00 EB
52 eb2607 20251015 6828.00 ... 6852.00 6872.00 EB
53 eb2608 20251015 6870.00 ... 6870.00 6895.00 EB
54 eb2609 20251015 6875.00 ... 6889.00 6888.00 EB
55 eg2510 20251015 4080.00 ... 4089.00 4094.00 EG
56 eg2511 20251015 4060.00 ... 4073.00 4087.00 EG
57 eg2512 20251015 4040.00 ... 4054.00 4067.00 EG
58 eg2601 20251015 4037.00 ... 4048.00 4072.00 EG
59 eg2602 20251015 4058.00 ... 4053.00 4077.00 EG
60 eg2603 20251015 4073.00 ... 4074.00 4079.00 EG
61 eg2604 20251015 4116.00 ... 4135.00 4146.00 EG
62 eg2605 20251015 4129.00 ... 4134.00 4161.00 EG
63 eg2606 20251015 4131.00 ... 4143.00 4163.00 EG
64 eg2607 20251015 4171.00 ... 4171.00 4175.00 EG
65 eg2608 20251015 4161.00 ... 4170.00 4185.00 EG
66 eg2609 20251015 4202.00 ... 4202.00 4199.00 EG
67 fb2510 20251015 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251015 1247.00 ... 1256.00 1257.50 FB
69 fb2512 20251015 1259.50 ... 1256.00 1261.00 FB
70 fb2601 20251015 1266.00 ... 1264.50 1271.00 FB
71 fb2602 20251015 1269.00 ... 1270.50 1273.50 FB
72 fb2603 20251015 1263.50 ... 1264.50 1266.00 FB
73 fb2604 20251015 1265.50 ... 1264.50 1271.00 FB
74 fb2605 20251015 1288.50 ... 1288.50 1273.00 FB
75 fb2606 20251015 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251015 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251015 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251015 0.00 ... 1296.00 1296.00 FB
79 i2510 20251015 805.50 ... 806.00 808.50 I
80 i2511 20251015 800.50 ... 798.00 805.00 I
81 i2512 20251015 793.50 ... 792.00 797.50 I
82 i2601 20251015 784.00 ... 780.50 788.00 I
83 i2602 20251015 780.00 ... 779.50 781.50 I
84 i2603 20251015 775.00 ... 773.50 779.50 I
85 i2604 20251015 769.50 ... 768.50 773.50 I
86 i2605 20251015 761.00 ... 759.00 765.00 I
87 i2606 20251015 756.50 ... 753.00 762.00 I
88 i2607 20251015 750.00 ... 748.50 757.50 I
89 i2608 20251015 747.00 ... 743.00 753.00 I
90 i2609 20251015 740.00 ... 736.50 747.00 I
91 j2510 20251015 0.00 ... 1600.00 1600.00 J
92 j2511 20251015 1580.00 ... 1578.00 1586.00 J
93 j2512 20251015 1609.50 ... 1607.00 1608.00 J
94 j2601 20251015 1640.50 ... 1635.50 1636.50 J
95 j2602 20251015 1663.00 ... 1663.00 1653.00 J
96 j2603 20251015 0.00 ... 1676.50 1676.50 J
97 j2604 20251015 1778.00 ... 1762.50 1773.50 J
98 j2605 20251015 1802.50 ... 1781.50 1781.00 J
99 j2606 20251015 0.00 ... 1814.00 1814.00 J
100 j2607 20251015 0.00 ... 1833.50 1833.50 J
101 j2608 20251015 0.00 ... 1865.00 1865.00 J
102 j2609 20251015 1865.00 ... 1864.50 1866.50 J
103 jd2510 20251015 2701.00 ... 2708.00 2685.00 JD
104 jd2511 20251015 2870.00 ... 2848.00 2847.00 JD
105 jd2512 20251015 3040.00 ... 3021.00 3028.00 JD
106 jd2601 20251015 3245.00 ... 3209.00 3232.00 JD
107 jd2602 20251015 3048.00 ... 3026.00 3044.00 JD
108 jd2603 20251015 3065.00 ... 3037.00 3060.00 JD
109 jd2604 20251015 3168.00 ... 3157.00 3168.00 JD
110 jd2605 20251015 3340.00 ... 3343.00 3345.00 JD
111 jd2606 20251015 3231.00 ... 3233.00 3235.00 JD
112 jd2607 20251015 3479.00 ... 3471.00 3479.00 JD
113 jd2608 20251015 3966.00 ... 3966.00 3966.00 JD
114 jd2609 20251015 3868.00 ... 3867.00 3866.00 JD
115 jm2510 20251015 1047.00 ... 999.00 951.00 JM
116 jm2511 20251015 1015.00 ... 1024.00 1009.00 JM
117 jm2512 20251015 1080.50 ... 1080.50 1072.50 JM
118 jm2601 20251015 1150.00 ... 1147.00 1139.50 JM
119 jm2602 20251015 1178.00 ... 1172.50 1167.50 JM
120 jm2603 20251015 1197.50 ... 1190.00 1185.50 JM
121 jm2604 20251015 1206.50 ... 1204.50 1207.00 JM
122 jm2605 20251015 1234.00 ... 1222.00 1223.00 JM
123 jm2606 20251015 1248.00 ... 1241.50 1247.00 JM
124 jm2607 20251015 1268.00 ... 1262.50 1260.50 JM
125 jm2608 20251015 1288.00 ... 1284.50 1279.00 JM
126 jm2609 20251015 1310.00 ... 1305.00 1309.00 JM
127 l2510 20251015 0.00 ... 6856.00 6856.00 L
128 l2511 20251015 6873.00 ... 6895.00 6922.00 L
129 l2512 20251015 6887.00 ... 6906.00 6928.00 L
130 l2601 20251015 6890.00 ... 6908.00 6936.00 L
131 l2602 20251015 6889.00 ... 6910.00 6924.00 L
132 l2603 20251015 6906.00 ... 6931.00 6944.00 L
133 l2604 20251015 6931.00 ... 6940.00 6984.00 L
134 l2605 20251015 6949.00 ... 6940.00 6975.00 L
135 l2606 20251015 6943.00 ... 6947.00 6953.00 L
136 l2607 20251015 6975.00 ... 6975.00 7007.00 L
137 l2608 20251015 6986.00 ... 6994.00 7015.00 L
138 l2609 20251015 6980.00 ... 6969.00 7018.00 L
139 lg2511 20251015 790.00 ... 792.50 791.00 LG
140 lg2601 20251015 823.00 ... 821.00 820.00 LG
141 lg2603 20251015 831.00 ... 828.00 827.50 LG
142 lg2605 20251015 831.50 ... 829.50 828.50 LG
143 lg2607 20251015 830.00 ... 830.00 830.00 LG
144 lg2609 20251015 830.50 ... 830.00 831.50 LG
145 lh2511 20251015 11555.00 ... 11485.00 11355.00 LH
146 lh2601 20251015 12405.00 ... 12300.00 12335.00 LH
147 lh2603 20251015 11850.00 ... 11735.00 11825.00 LH
148 lh2605 20251015 12470.00 ... 12335.00 12445.00 LH
149 lh2607 20251015 13265.00 ... 13170.00 13250.00 LH
150 lh2609 20251015 13920.00 ... 13925.00 13945.00 LH
151 m2511 20251015 2887.00 ... 2894.00 2896.00 M
152 m2512 20251015 2921.00 ... 2930.00 2936.00 M
153 m2601 20251015 2902.00 ... 2914.00 2912.00 M
154 m2603 20251015 2879.00 ... 2893.00 2890.00 M
155 m2605 20251015 2734.00 ... 2737.00 2736.00 M
156 m2607 20251015 2713.00 ... 2721.00 2719.00 M
157 m2608 20251015 2838.00 ... 2845.00 2841.00 M
158 m2609 20251015 2838.00 ... 2850.00 2846.00 M
159 p2510 20251015 9118.00 ... 9120.00 9184.00 P
160 p2511 20251015 9232.00 ... 9210.00 9266.00 P
161 p2512 20251015 9248.00 ... 9262.00 9314.00 P
162 p2601 20251015 9302.00 ... 9316.00 9366.00 P
163 p2602 20251015 9326.00 ... 9330.00 9358.00 P
164 p2603 20251015 9304.00 ... 9322.00 9332.00 P
165 p2604 20251015 9264.00 ... 9290.00 9312.00 P
166 p2605 20251015 9200.00 ... 9228.00 9238.00 P
167 p2606 20251015 9120.00 ... 9142.00 9108.00 P
168 p2607 20251015 9036.00 ... 9056.00 9012.00 P
169 p2608 20251015 8982.00 ... 8976.00 8956.00 P
170 p2609 20251015 8838.00 ... 8896.00 8884.00 P
171 pg2510 20251015 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251015 4115.00 ... 4141.00 4118.00 PG
173 pg2512 20251015 3955.00 ... 3993.00 3981.00 PG
174 pg2601 20251015 3883.00 ... 3908.00 3904.00 PG
175 pg2602 20251015 3808.00 ... 3836.00 3835.00 PG
176 pg2603 20251015 3740.00 ... 3757.00 3762.00 PG
177 pg2604 20251015 4119.00 ... 4152.00 4147.00 PG
178 pg2605 20251015 4044.00 ... 4067.00 4076.00 PG
179 pg2606 20251015 4007.00 ... 4006.00 4017.00 PG
180 pg2607 20251015 3946.00 ... 3950.00 3974.00 PG
181 pg2608 20251015 3910.00 ... 3905.00 3917.00 PG
182 pg2609 20251015 3840.00 ... 3848.00 3859.00 PG
183 pp2510 20251015 6482.00 ... 6482.00 6536.00 PP
184 pp2511 20251015 6508.00 ... 6519.00 6551.00 PP
185 pp2512 20251015 6565.00 ... 6562.00 6593.00 PP
186 pp2601 20251015 6575.00 ... 6590.00 6628.00 PP
187 pp2602 20251015 6572.00 ... 6585.00 6620.00 PP
188 pp2603 20251015 6571.00 ... 6593.00 6624.00 PP
189 pp2604 20251015 6600.00 ... 6611.00 6647.00 PP
190 pp2605 20251015 6636.00 ... 6642.00 6683.00 PP
191 pp2606 20251015 6604.00 ... 6612.00 6644.00 PP
192 pp2607 20251015 6600.00 ... 6603.00 6647.00 PP
193 pp2608 20251015 6617.00 ... 6628.00 6670.00 PP
194 pp2609 20251015 6658.00 ... 6673.00 6695.00 PP
195 rr2510 20251015 3631.00 ... 3635.00 3620.00 RR
196 rr2511 20251015 3615.00 ... 3614.00 3615.00 RR
197 rr2512 20251015 3603.00 ... 3608.00 3608.00 RR
198 rr2601 20251015 3626.00 ... 3626.00 3625.00 RR
199 rr2602 20251015 3615.00 ... 3612.00 3613.00 RR
200 rr2603 20251015 3611.00 ... 3613.00 3614.00 RR
201 rr2604 20251015 3614.00 ... 3613.00 3617.00 RR
202 rr2605 20251015 3608.00 ... 3609.00 3612.00 RR
203 rr2606 20251015 3607.00 ... 3603.00 3602.00 RR
204 rr2607 20251015 0.00 ... 3624.00 3624.00 RR
205 rr2608 20251015 3599.00 ... 3605.00 3589.00 RR
206 rr2609 20251015 3616.00 ... 3616.00 3612.00 RR
207 v2510 20251015 4550.00 ... 4561.00 4567.00 V
208 v2511 20251015 4588.00 ... 4593.00 4596.00 V
209 v2512 20251015 4636.00 ... 4635.00 4641.00 V
210 v2601 20251015 4680.00 ... 4680.00 4684.00 V
211 v2602 20251015 4719.00 ... 4727.00 4727.00 V
212 v2603 20251015 4751.00 ... 4758.00 4754.00 V
213 v2604 20251015 4940.00 ... 4953.00 4957.00 V
214 v2605 20251015 5004.00 ... 4993.00 4998.00 V
215 v2606 20251015 5032.00 ... 5028.00 5029.00 V
216 v2607 20251015 5074.00 ... 5067.00 5072.00 V
217 v2608 20251015 5110.00 ... 5102.00 5103.00 V
218 v2609 20251015 5142.00 ... 5129.00 5137.00 V
219 y2511 20251015 8220.00 ... 8246.00 8272.00 Y
220 y2512 20251015 8268.00 ... 8280.00 8306.00 Y
221 y2601 20251015 8224.00 ... 8244.00 8270.00 Y
222 y2603 20251015 8174.00 ... 8198.00 8206.00 Y
223 y2605 20251015 8012.00 ... 8040.00 8040.00 Y
224 y2607 20251015 7940.00 ... 7982.00 7980.00 Y
225 y2608 20251015 7944.00 ... 7968.00 7966.00 Y
226 y2609 20251015 7886.00 ... 7946.00 7924.00 Y
[227 rows x 12 columns]
2025-10-15 18:26:38,605 - future_1d - INFO - ak.get_dce_daily('2025-10-15') done
2025-10-15 18:26:40,381 - future_1d - INFO - save future_daily 2025-10-15 completed