=========================================================================
2025-09-12 16:25:42 Fri START TASK.01 future_1d future_daily
=========================================================================
2025-09-12 16:26:20,144 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 a2509 20250904 4056.00 ... 4056.00 4087.00 A
1 a2511 20250904 3951.00 ... 3966.00 3964.00 A
2 a2601 20250904 3955.00 ... 3966.00 3961.00 A
3 a2603 20250904 3960.00 ... 3968.00 3963.00 A
4 a2605 20250904 4007.00 ... 4012.00 4009.00 A
5 a2607 20250904 4008.00 ... 4016.00 4012.00 A
6 b2509 20250904 3670.00 ... 3681.00 3695.00 B
7 b2510 20250904 3690.00 ... 3695.00 3694.00 B
8 b2511 20250904 3721.00 ... 3728.00 3730.00 B
9 b2512 20250904 3758.00 ... 3761.00 3763.00 B
10 b2601 20250904 3760.00 ... 3759.00 3762.00 B
11 b2602 20250904 3741.00 ... 3745.00 3747.00 B
12 b2603 20250904 3696.00 ... 3699.00 3699.00 B
13 b2604 20250904 3598.00 ... 3602.00 3599.00 B
14 b2605 20250904 3528.00 ... 3528.00 3526.00 B
15 b2606 20250904 3516.00 ... 3512.00 3516.00 B
16 b2607 20250904 3520.00 ... 3516.00 3523.00 B
17 b2608 20250904 3606.00 ... 3604.00 3599.00 B
18 bb2509 20250904 0.00 ... 136.00 136.00 BB
19 bb2511 20250904 143.35 ... 142.25 143.85 BB
20 bb2601 20250904 146.40 ... 146.15 147.15 BB
21 bb2603 20250904 0.00 ... 146.40 146.40 BB
22 bb2605 20250904 0.00 ... 140.75 140.75 BB
23 bb2607 20250904 0.00 ... 145.55 146.50 BB
24 bz2603 20250904 5970.00 ... 5967.00 5993.00 BZ
25 bz2604 20250904 5956.00 ... 5947.00 5973.00 BZ
26 bz2605 20250904 5961.00 ... 5960.00 5998.00 BZ
27 bz2606 20250904 5953.00 ... 5953.00 5935.00 BZ
28 bz2607 20250904 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250904 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250904 2303.00 ... 2315.00 2257.00 C
31 c2511 20250904 2192.00 ... 2200.00 2197.00 C
32 c2601 20250904 2181.00 ... 2187.00 2183.00 C
33 c2603 20250904 2194.00 ... 2200.00 2197.00 C
34 c2605 20250904 2244.00 ... 2249.00 2246.00 C
35 c2607 20250904 2259.00 ... 2261.00 2257.00 C
36 cs2509 20250904 2478.00 ... 2480.00 2465.00 CS
37 cs2511 20250904 2492.00 ... 2492.00 2498.00 CS
38 cs2601 20250904 2523.00 ... 2514.00 2525.00 CS
39 cs2603 20250904 2525.00 ... 2521.00 2533.00 CS
40 cs2605 20250904 2595.00 ... 2593.00 2603.00 CS
41 cs2607 20250904 2599.00 ... 2596.00 2603.00 CS
42 eb2509 20250904 6907.00 ... 6927.00 6915.00 EB
43 eb2510 20250904 7012.00 ... 6992.00 7002.00 EB
44 eb2511 20250904 7020.00 ... 7008.00 7027.00 EB
45 eb2512 20250904 7044.00 ... 7025.00 7054.00 EB
46 eb2601 20250904 7082.00 ... 7062.00 7092.00 EB
47 eb2602 20250904 7109.00 ... 7088.00 7117.00 EB
48 eb2603 20250904 7129.00 ... 7123.00 7157.00 EB
49 eb2604 20250904 7150.00 ... 7152.00 7166.00 EB
50 eb2605 20250904 7158.00 ... 7166.00 7178.00 EB
51 eb2606 20250904 0.00 ... 7200.00 7200.00 EB
52 eb2607 20250904 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250904 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250904 4376.00 ... 4349.00 4376.00 EG
55 eg2510 20250904 4319.00 ... 4342.00 4342.00 EG
56 eg2511 20250904 4306.00 ... 4346.00 4332.00 EG
57 eg2512 20250904 4340.00 ... 4343.00 4340.00 EG
58 eg2601 20250904 4329.00 ... 4344.00 4345.00 EG
59 eg2602 20250904 4351.00 ... 4351.00 4352.00 EG
60 eg2603 20250904 4347.00 ... 4346.00 4358.00 EG
61 eg2604 20250904 4365.00 ... 4365.00 4374.00 EG
62 eg2605 20250904 4360.00 ... 4376.00 4381.00 EG
63 eg2606 20250904 4369.00 ... 4370.00 4401.00 EG
64 eg2607 20250904 0.00 ... 4447.00 4447.00 EG
65 eg2608 20250904 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250904 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250904 1265.50 ... 1278.00 1282.50 FB
68 fb2511 20250904 1259.50 ... 1254.00 1270.50 FB
69 fb2512 20250904 1260.00 ... 1257.50 1268.50 FB
70 fb2601 20250904 1252.00 ... 1252.50 1265.00 FB
71 fb2602 20250904 1250.00 ... 1248.50 1257.00 FB
72 fb2603 20250904 1224.00 ... 1247.50 1258.00 FB
73 fb2604 20250904 0.00 ... 1259.00 1259.00 FB
74 fb2605 20250904 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250904 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250904 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250904 0.00 ... 1302.50 1302.50 FB
78 i2509 20250904 813.00 ... 822.00 813.50 I
79 i2510 20250904 797.50 ... 803.00 797.50 I
80 i2511 20250904 794.00 ... 798.50 793.00 I
81 i2512 20250904 787.50 ... 792.50 787.00 I
82 i2601 20250904 777.00 ... 783.50 778.50 I
83 i2602 20250904 773.50 ... 779.00 773.00 I
84 i2603 20250904 768.00 ... 772.50 767.50 I
85 i2604 20250904 764.00 ... 768.00 763.00 I
86 i2605 20250904 754.50 ... 761.00 755.50 I
87 i2606 20250904 750.50 ... 755.50 750.50 I
88 i2607 20250904 747.00 ... 750.50 747.00 I
89 i2608 20250904 743.00 ... 747.00 743.00 I
90 j2509 20250904 1388.00 ... 1449.50 1481.00 J
91 j2510 20250904 1493.00 ... 1485.00 1510.50 J
92 j2511 20250904 1525.00 ... 1517.00 1543.50 J
93 j2512 20250904 1546.50 ... 1547.50 1580.50 J
94 j2601 20250904 1592.00 ... 1572.50 1603.50 J
95 j2602 20250904 1606.00 ... 1596.50 1617.50 J
96 j2603 20250904 1615.00 ... 1612.50 1648.00 J
97 j2604 20250904 1650.50 ... 1647.50 1675.00 J
98 j2605 20250904 1695.50 ... 1668.50 1695.50 J
99 j2606 20250904 0.00 ... 1716.50 1716.50 J
100 j2607 20250904 1697.00 ... 1694.00 1725.00 J
101 j2608 20250904 1691.50 ... 1691.50 1702.00 J
102 jd2509 20250904 2928.00 ... 2944.00 2867.00 JD
103 jd2510 20250904 3019.00 ... 3016.00 2979.00 JD
104 jd2511 20250904 3090.00 ... 3075.00 3064.00 JD
105 jd2512 20250904 3265.00 ... 3235.00 3228.00 JD
106 jd2601 20250904 3444.00 ... 3412.00 3411.00 JD
107 jd2602 20250904 3155.00 ... 3143.00 3146.00 JD
108 jd2603 20250904 3157.00 ... 3144.00 3150.00 JD
109 jd2604 20250904 3347.00 ... 3331.00 3331.00 JD
110 jd2605 20250904 3461.00 ... 3458.00 3450.00 JD
111 jd2606 20250904 3311.00 ... 3286.00 3306.00 JD
112 jd2607 20250904 3511.00 ... 3497.00 3509.00 JD
113 jd2608 20250904 3920.00 ... 3904.00 3909.00 JD
114 jm2509 20250904 933.50 ... 935.00 938.00 JM
115 jm2510 20250904 960.00 ... 932.50 965.50 JM
116 jm2511 20250904 1020.00 ... 990.00 1023.00 JM
117 jm2512 20250904 1058.00 ... 1043.00 1074.50 JM
118 jm2601 20250904 1105.50 ... 1089.50 1116.50 JM
119 jm2602 20250904 1120.50 ... 1106.50 1132.00 JM
120 jm2603 20250904 1134.50 ... 1124.00 1144.50 JM
121 jm2604 20250904 1141.00 ... 1136.00 1153.50 JM
122 jm2605 20250904 1150.50 ... 1139.50 1164.50 JM
123 jm2606 20250904 1160.50 ... 1154.50 1170.00 JM
124 jm2607 20250904 1173.00 ... 1170.50 1189.00 JM
125 jm2608 20250904 1181.00 ... 1176.50 1202.50 JM
126 l2509 20250904 7168.00 ... 7161.00 7206.00 L
127 l2510 20250904 7210.00 ... 7211.00 7245.00 L
128 l2511 20250904 7234.00 ... 7219.00 7259.00 L
129 l2512 20250904 7229.00 ... 7227.00 7262.00 L
130 l2601 20250904 7241.00 ... 7224.00 7262.00 L
131 l2602 20250904 7229.00 ... 7215.00 7253.00 L
132 l2603 20250904 7213.00 ... 7212.00 7259.00 L
133 l2604 20250904 7220.00 ... 7237.00 7278.00 L
134 l2605 20250904 7234.00 ... 7218.00 7254.00 L
135 l2606 20250904 7227.00 ... 7227.00 7251.00 L
136 l2607 20250904 0.00 ... 7250.00 7250.00 L
137 l2608 20250904 0.00 ... 7255.00 7295.00 L
138 lg2509 20250904 775.50 ... 775.50 778.50 LG
139 lg2511 20250904 797.00 ... 795.50 802.50 LG
140 lg2601 20250904 814.00 ... 815.50 819.00 LG
141 lg2603 20250904 818.00 ... 823.50 824.00 LG
142 lg2605 20250904 822.50 ... 828.50 827.00 LG
143 lg2607 20250904 825.00 ... 829.00 830.00 LG
144 lh2509 20250904 13180.00 ... 13175.00 13215.00 LH
145 lh2511 20250904 13550.00 ... 13410.00 13550.00 LH
146 lh2601 20250904 13885.00 ... 13805.00 13890.00 LH
147 lh2603 20250904 13105.00 ... 13045.00 13095.00 LH
148 lh2605 20250904 13645.00 ... 13580.00 13615.00 LH
149 lh2607 20250904 14280.00 ... 14210.00 14245.00 LH
150 m2509 20250904 3020.00 ... 3004.00 3015.00 M
151 m2511 20250904 3029.00 ... 3032.00 3027.00 M
152 m2512 20250904 3069.00 ... 3075.00 3071.00 M
153 m2601 20250904 3058.00 ... 3063.00 3057.00 M
154 m2603 20250904 2998.00 ... 3002.00 2991.00 M
155 m2605 20250904 2817.00 ... 2817.00 2816.00 M
156 m2607 20250904 2807.00 ... 2803.00 2804.00 M
157 m2608 20250904 2930.00 ... 2929.00 2931.00 M
158 p2509 20250904 9316.00 ... 9352.00 9396.00 P
159 p2510 20250904 9352.00 ... 9358.00 9394.00 P
160 p2511 20250904 9332.00 ... 9340.00 9382.00 P
161 p2512 20250904 9342.00 ... 9354.00 9398.00 P
162 p2601 20250904 9360.00 ... 9376.00 9410.00 P
163 p2602 20250904 9332.00 ... 9354.00 9360.00 P
164 p2603 20250904 9308.00 ... 9298.00 9314.00 P
165 p2604 20250904 9194.00 ... 9224.00 9234.00 P
166 p2605 20250904 9138.00 ... 9156.00 9176.00 P
167 p2606 20250904 9026.00 ... 9066.00 9068.00 P
168 p2607 20250904 8952.00 ... 8968.00 8976.00 P
169 p2608 20250904 8906.00 ... 8930.00 8912.00 P
170 pg2509 20250904 3779.00 ... 3736.00 3734.00 PG
171 pg2510 20250904 4396.00 ... 4383.00 4429.00 PG
172 pg2511 20250904 4332.00 ... 4310.00 4353.00 PG
173 pg2512 20250904 4265.00 ... 4247.00 4291.00 PG
174 pg2601 20250904 4207.00 ... 4186.00 4229.00 PG
175 pg2602 20250904 4144.00 ... 4123.00 4161.00 PG
176 pg2603 20250904 4062.00 ... 4036.00 4074.00 PG
177 pg2604 20250904 4346.00 ... 4361.00 4396.00 PG
178 pg2605 20250904 4311.00 ... 4285.00 4309.00 PG
179 pg2606 20250904 4214.00 ... 4236.00 4253.00 PG
180 pg2607 20250904 4160.00 ... 4177.00 4196.00 PG
181 pg2608 20250904 4148.00 ... 4136.00 4143.00 PG
182 pp2509 20250904 6869.00 ... 6838.00 6869.00 PP
183 pp2510 20250904 6876.00 ... 6876.00 6915.00 PP
184 pp2511 20250904 6898.00 ... 6904.00 6942.00 PP
185 pp2512 20250904 6936.00 ... 6922.00 6960.00 PP
186 pp2601 20250904 6940.00 ... 6930.00 6962.00 PP
187 pp2602 20250904 6910.00 ... 6910.00 6941.00 PP
188 pp2603 20250904 6898.00 ... 6926.00 6943.00 PP
189 pp2604 20250904 6920.00 ... 6937.00 6965.00 PP
190 pp2605 20250904 6946.00 ... 6943.00 6976.00 PP
191 pp2606 20250904 6905.00 ... 6904.00 6949.00 PP
192 pp2607 20250904 6900.00 ... 6897.00 6940.00 PP
193 pp2608 20250904 6903.00 ... 6904.00 6946.00 PP
194 rr2509 20250904 3550.00 ... 3585.00 3558.00 RR
195 rr2510 20250904 3612.00 ... 3610.00 3609.00 RR
196 rr2511 20250904 3610.00 ... 3609.00 3610.00 RR
197 rr2512 20250904 3608.00 ... 3605.00 3605.00 RR
198 rr2601 20250904 3621.00 ... 3620.00 3618.00 RR
199 rr2602 20250904 0.00 ... 3604.00 3604.00 RR
200 rr2603 20250904 0.00 ... 3608.00 3608.00 RR
201 rr2604 20250904 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250904 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250904 3601.00 ... 3601.00 3613.00 RR
204 rr2607 20250904 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250904 0.00 ... 3625.00 3625.00 RR
206 v2509 20250904 4740.00 ... 4713.00 4740.00 V
207 v2510 20250904 4766.00 ... 4761.00 4791.00 V
208 v2511 20250904 4798.00 ... 4793.00 4827.00 V
209 v2512 20250904 4835.00 ... 4827.00 4864.00 V
210 v2601 20250904 4874.00 ... 4870.00 4902.00 V
211 v2602 20250904 4898.00 ... 4903.00 4944.00 V
212 v2603 20250904 4949.00 ... 4939.00 4971.00 V
213 v2604 20250904 5136.00 ... 5132.00 5175.00 V
214 v2605 20250904 5164.00 ... 5172.00 5197.00 V
215 v2606 20250904 5183.00 ... 5200.00 5228.00 V
216 v2607 20250904 5206.00 ... 5232.00 5257.00 V
217 v2608 20250904 5260.00 ... 5261.00 5289.00 V
218 y2509 20250904 8410.00 ... 8410.00 8456.00 Y
219 y2511 20250904 8382.00 ... 8370.00 8390.00 Y
220 y2512 20250904 8402.00 ... 8398.00 8416.00 Y
221 y2601 20250904 8366.00 ... 8348.00 8368.00 Y
222 y2603 20250904 8296.00 ... 8298.00 8328.00 Y
223 y2605 20250904 8066.00 ... 8060.00 8082.00 Y
224 y2607 20250904 8020.00 ... 8022.00 8048.00 Y
225 y2608 20250904 8024.00 ... 8012.00 8058.00 Y
[226 rows x 12 columns]
2025-09-12 16:26:22,913 - future_1d - INFO - ak.get_dce_daily('2025-09-04') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250904 487 487.7 ... 5706074.98 483.6 491.8 SC
1 SC2511 20250904 488 489 ... 1579385.96 484.6 493.2 SC
2 SC2512 20250904 486.8 488.6 ... 648446.64 484.4 492.4 SC
3 SC2601 20250904 487.5 487.5 ... 82660.43 483.6 491.4 SC
4 SC2602 20250904 484.6 486.3 ... 17611.73 482.5 489.7 SC
5 SC2603 20250904 483.5 483.5 ... 12152.73 480.3 487.9 SC
6 SC2604 20250904 481.4 481.4 ... 16077.76 478.5 486.7 SC
7 SC2605 20250904 485.7 485.7 ... 8844.66 475.5 483.9 SC
8 SC2606 20250904 480.1 480.1 ... 14894.77 475.8 485 SC
9 SC2607 20250904 478 478 ... 758.32 473.9 483 SC
10 SC2608 20250904 477.5 477.5 ... 189.52 473.8 482.8 SC
11 SC2609 20250904 478.2 478.2 ... 237.01 474 481.5 SC
12 SC2612 20250904 478.2 478.2 ... 1799.04 473.4 481 SC
13 SC2703 20250904 472.3 472.3 ... 188.36 470.9 477.7 SC
14 SC2706 20250904 466.9 466.9 ... 46.69 466.9 479.4 SC
15 SC2709 20250904 470.4 470.4 ... 93.77 468.8 476.2 SC
16 SC2712 20250904 467.8 468.1 ... 233.1 466.2 476.8 SC
17 SC2803 20250904 ... 0 468.1 471.4 SC
18 SC2806 20250904 467.1 467.1 ... 373.44 466.8 471.7 SC
19 SC2809 20250904 464.5 464.5 ... 139.23 464.1 472 SC
21 LU2510 20250904 3450 3459 ... 19392.298 3421 3505 LU
22 LU2511 20250904 3471 3483 ... 471893.843 3442 3525 LU
23 LU2512 20250904 3473 3479 ... 203959.24 3440 3514 LU
24 LU2601 20250904 3467 3468 ... 40238.822 3423 3501 LU
25 LU2602 20250904 3438 3446 ... 3177.157 3401 3482 LU
26 LU2603 20250904 3422 3426 ... 81.673 3403 3466 LU
27 LU2604 20250904 3407 3407 ... 30.402 3378 3468 LU
28 LU2605 20250904 3400 3400 ... 73.982 3362 3464 LU
29 LU2606 20250904 3405 3405 ... 43.765 3366 3464 LU
30 LU2607 20250904 3407 3408 ... 124.711 3370 3450 LU
31 LU2608 20250904 3402 3402 ... 50.552 3370 3444 LU
32 LU2609 20250904 3389 3389 ... 26.882 3360 3425 LU
34 NR2509 20250904 12675 12720 ... 3542.25 12650 12695 NR
35 NR2510 20250904 12725 12815 ... 966157.25 12720 12765 NR
36 NR2511 20250904 12780 12870 ... 848386.485 12770 12815 NR
37 NR2512 20250904 12805 12900 ... 119536.7 12810 12845 NR
38 NR2601 20250904 12805 12935 ... 179481.365 12835 12885 NR
39 NR2602 20250904 12860 12910 ... 6174.835 12835 12885 NR
40 NR2603 20250904 12785 12915 ... 590.78 12840 12855 NR
41 NR2604 20250904 12815 12905 ... 2168.59 12830 12875 NR
42 NR2605 20250904 12860 12905 ... 603.14 12830 12920 NR
43 NR2606 20250904 ... 0 12870 12870 NR
44 NR2607 20250904 12800 12825 ... 25.625 12810 12890 NR
45 NR2608 20250904 12815 12995 ... 38.655 12885 12925 NR
47 BC2509 20250904 ... 0 70130 70130 BC
48 BC2510 20250904 71080 71450 ... 173588.41 71020 71240 BC
49 BC2511 20250904 71120 71440 ... 25995.725 71020 71160 BC
50 BC2512 20250904 ... 0 71100 71460 BC
51 BC2601 20250904 71350 71350 ... 71.28 71280 70590 BC
52 BC2602 20250904 ... 0 70700 70700 BC
53 BC2603 20250904 71360 71360 ... 35.68 71360 71400 BC
54 BC2604 20250904 71200 71200 ... 35.6 71200 70710 BC
55 BC2605 20250904 71170 71170 ... 71.17 71170 70710 BC
56 BC2606 20250904 ... 0 70700 70700 BC
57 BC2607 20250904 ... 0 70600 70600 BC
58 BC2608 20250904 ... 0 70440 70440 BC
60 EC2510 20250904 1324.4 1345 ... 168511.992 1308.3 1324.2 EC
61 EC2512 20250904 1695 1718.2 ... 77383.245 1676.5 1704 EC
62 EC2602 20250904 1542 1548.3 ... 11204.3825 1515.1 1536.5 EC
63 EC2604 20250904 1258.8 1263.8 ... 4029.955 1249.5 1243.7 EC
64 EC2606 20250904 1431.3 1447.7 ... 624.126 1434.7 1435.8 EC
65 EC2608 20250904 1609.5 1616 ... 336.798 1603.8 1601.5 EC
68 SC_TAS2510 20250904 ... SC_TAS
69 SC_TAS2511 20250904 ... SC_TAS
70 SC_TAS2512 20250904 ... SC_TAS
71 SC_TAS2601 20250904 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 16:26:23,020 - future_1d - INFO - ak.get_ine_daily('2025-09-04') done
symbol date open ... settle pre_settle variety
0 IC2509 20250904 6818.000 ... 6607.200 6812.000 IC
1 IC2510 20250904 6760.000 ... 6551.200 6754.000 IC
2 IC2512 20250904 6645.000 ... 6437.200 6646.600 IC
3 IC2603 20250904 6495.200 ... 6291.600 6497.200 IC
4 IF2509 20250904 4437.000 ... 4334.200 4432.800 IF
5 IF2510 20250904 4421.000 ... 4324.800 4426.800 IF
6 IF2512 20250904 4407.000 ... 4307.600 4404.000 IF
7 IF2603 20250904 4380.000 ... 4286.600 4381.400 IF
8 IH2509 20250904 2948.600 ... 2893.400 2944.200 IH
9 IH2510 20250904 2944.000 ... 2892.800 2943.600 IH
10 IH2512 20250904 2945.000 ... 2894.000 2943.800 IH
11 IH2603 20250904 2944.000 ... 2897.000 2946.000 IH
12 IM2509 20250904 7168.000 ... 6974.200 7161.400 IM
13 IM2510 20250904 7095.200 ... 6913.800 7095.600 IM
14 IM2512 20250904 6956.200 ... 6778.800 6960.800 IM
15 IM2603 20250904 6775.000 ... 6604.400 6778.600 IM
16 T2509 20250904 108.290 ... 108.385 108.285 T
17 T2512 20250904 108.245 ... 108.270 108.120 T
18 T2603 20250904 108.000 ... 108.005 107.855 T
19 TF2509 20250904 105.800 ... 105.815 105.795 TF
20 TF2512 20250904 105.780 ... 105.745 105.690 TF
21 TF2603 20250904 105.670 ... 105.645 105.590 TF
22 TL2509 20250904 117.950 ... 117.850 117.230 TL
23 TL2512 20250904 117.450 ... 117.400 117.030 TL
24 TL2603 20250904 117.100 ... 117.050 116.640 TL
25 TS2509 20250904 102.364 ... 102.358 102.368 TS
26 TS2512 20250904 102.454 ... 102.440 102.440 TS
27 TS2603 20250904 102.424 ... 102.396 102.394 TS
[28 rows x 12 columns]
2025-09-12 16:26:23,255 - future_1d - INFO - ak.get_cffex_daily('2025-09-04') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250904 8301.0 8348.0 ... 305639.45 8302.0 8370.0 AP
1 AP511 20250904 8140.0 8185.0 ... 2187.84 8138.0 8189.0 AP
2 AP512 20250904 8135.0 8175.0 ... 284.94 8141.0 8167.0 AP
3 AP601 20250904 8199.0 8249.0 ... 209056.58 8208.0 8239.0 AP
4 AP603 20250904 8113.0 8116.0 ... 97.13 8094.0 8119.0 AP
5 AP604 20250904 8119.0 8119.0 ... 48.57 8095.0 8138.0 AP
6 AP605 20250904 8177.0 8190.0 ... 1215.20 8156.0 8201.0 AP
7 CF509 20250904 13640.0 13650.0 ... 14910.49 13590.0 13575.0 CF
8 CF511 20250904 13860.0 13960.0 ... 197694.30 13865.0 13870.0 CF
9 CF601 20250904 13995.0 14100.0 ... 1583600.06 14000.0 14025.0 CF
10 CF603 20250904 13985.0 14045.0 ... 6883.85 13975.0 13985.0 CF
11 CF605 20250904 13970.0 14030.0 ... 130528.34 13950.0 13980.0 CF
12 CF607 20250904 13975.0 14045.0 ... 510.17 13975.0 13985.0 CF
13 CJ509 20250904 10170.0 10175.0 ... 253.11 9925.0 10145.0 CJ
14 CJ512 20250904 11150.0 11165.0 ... 22101.42 10900.0 11225.0 CJ
15 CJ601 20250904 11310.0 11310.0 ... 1457565.16 11000.0 11335.0 CJ
16 CJ603 20250904 11320.0 11330.0 ... 17291.02 11065.0 11380.0 CJ
17 CJ605 20250904 11470.0 11470.0 ... 220948.79 11150.0 11465.0 CJ
18 CJ607 20250904 11565.0 11575.0 ... 4045.77 11335.0 11610.0 CJ
19 CY509 20250904 20100.0 20100.0 ... 80.40 20100.0 19625.0 CY
20 CY510 20250904 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250904 19970.0 20075.0 ... 98610.75 19990.0 19995.0 CY
22 CY512 20250904 19635.0 19635.0 ... 9.82 19635.0 19935.0 CY
23 CY601 20250904 19945.0 20060.0 ... 729.44 19985.0 20010.0 CY
24 CY602 20250904 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250904 0.0 0.0 ... 0.00 20340.0 20340.0 CY
26 CY604 20250904 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250904 20215.0 20215.0 ... 10.11 20215.0 20305.0 CY
28 CY606 20250904 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250904 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250904 0.0 0.0 ... 0.00 20245.0 20245.0 CY
31 FG509 20250904 945.0 950.0 ... 288.54 943.0 951.0 FG
32 FG510 20250904 1053.0 1063.0 ... 36204.18 1052.0 1059.0 FG
33 FG511 20250904 1047.0 1052.0 ... 166887.44 1043.0 1048.0 FG
34 FG512 20250904 1151.0 1154.0 ... 100655.42 1144.0 1149.0 FG
35 FG601 20250904 1133.0 1148.0 ... 3086576.37 1133.0 1140.0 FG
36 FG602 20250904 1185.0 1198.0 ... 30594.79 1185.0 1192.0 FG
37 FG603 20250904 1199.0 1199.0 ... 1656.02 1186.0 1195.0 FG
38 FG604 20250904 1249.0 1249.0 ... 296.54 1236.0 1245.0 FG
39 FG605 20250904 1232.0 1245.0 ... 63570.16 1233.0 1239.0 FG
40 FG606 20250904 1268.0 1277.0 ... 339.60 1267.0 1271.0 FG
41 FG607 20250904 1268.0 1270.0 ... 539.06 1259.0 1265.0 FG
42 FG608 20250904 1310.0 1310.0 ... 580.37 1301.0 1300.0 FG
43 JR509 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250904 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250904 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250904 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250904 2220.0 2230.0 ... 1489.27 2223.0 2225.0 MA
53 MA510 20250904 2281.0 2295.0 ... 19835.19 2285.0 2288.0 MA
54 MA511 20250904 2316.0 2323.0 ... 101225.43 2309.0 2317.0 MA
55 MA512 20250904 2351.0 2365.0 ... 76219.58 2352.0 2361.0 MA
56 MA601 20250904 2380.0 2391.0 ... 1027964.14 2380.0 2387.0 MA
57 MA602 20250904 2388.0 2401.0 ... 11764.02 2392.0 2398.0 MA
58 MA603 20250904 2390.0 2404.0 ... 241.75 2394.0 2402.0 MA
59 MA604 20250904 0.0 0.0 ... 0.00 2391.0 2391.0 MA
60 MA605 20250904 2376.0 2391.0 ... 87389.28 2380.0 2385.0 MA
61 MA606 20250904 2386.0 2394.0 ... 11.94 2389.0 2397.0 MA
62 MA607 20250904 2379.0 2390.0 ... 76.23 2382.0 2386.0 MA
63 MA608 20250904 2381.0 2381.0 ... 2.38 2381.0 2385.0 MA
64 OI509 20250904 9832.0 9900.0 ... 79.01 9877.0 9940.0 OI
65 OI511 20250904 9823.0 9861.0 ... 517470.08 9818.0 9863.0 OI
66 OI601 20250904 9712.0 9757.0 ... 2603780.02 9713.0 9759.0 OI
67 OI603 20250904 9653.0 9668.0 ... 6724.16 9620.0 9684.0 OI
68 OI605 20250904 9550.0 9576.0 ... 181276.78 9519.0 9584.0 OI
69 OI607 20250904 9522.0 9526.0 ... 911.57 9495.0 9547.0 OI
70 PF509 20250904 6350.0 6350.0 ... 370.53 6280.0 6350.0 PF
71 PF510 20250904 6396.0 6400.0 ... 147725.78 6358.0 6438.0 PF
72 PF511 20250904 6400.0 6402.0 ... 651491.63 6352.0 6430.0 PF
73 PF512 20250904 6388.0 6390.0 ... 270434.44 6344.0 6412.0 PF
74 PF601 20250904 6428.0 6430.0 ... 42539.55 6384.0 6460.0 PF
75 PF602 20250904 6438.0 6438.0 ... 52819.96 6404.0 6476.0 PF
76 PF603 20250904 6406.0 6408.0 ... 92.82 6402.0 6482.0 PF
77 PF604 20250904 6458.0 6458.0 ... 58.00 6446.0 6516.0 PF
78 PF605 20250904 6468.0 6482.0 ... 129.25 6462.0 6516.0 PF
79 PF606 20250904 6478.0 6518.0 ... 32.37 6474.0 6534.0 PF
80 PF607 20250904 6482.0 6530.0 ... 19.46 6488.0 6552.0 PF
81 PF608 20250904 0.0 0.0 ... 0.00 6514.0 6548.0 PF
82 PK510 20250904 7958.0 7972.0 ... 26694.65 7956.0 7966.0 PK
83 PK511 20250904 7778.0 7802.0 ... 207314.81 7780.0 7794.0 PK
84 PK512 20250904 7802.0 7802.0 ... 55859.11 7778.0 7800.0 PK
85 PK601 20250904 7840.0 7854.0 ... 26028.86 7826.0 7850.0 PK
86 PK603 20250904 7852.0 7852.0 ... 615.35 7840.0 7856.0 PK
87 PK604 20250904 7862.0 7870.0 ... 125.67 7854.0 7874.0 PK
88 PK605 20250904 7862.0 7870.0 ... 3546.88 7856.0 7870.0 PK
89 PL601 20250904 6414.0 6414.0 ... 40485.34 6378.0 6420.0 PL
90 PL602 20250904 6419.0 6419.0 ... 102.60 6413.0 6446.0 PL
91 PL603 20250904 6428.0 6429.0 ... 77.07 6423.0 6466.0 PL
92 PL604 20250904 0.0 0.0 ... 0.00 6475.0 6475.0 PL
93 PL605 20250904 6366.0 6385.0 ... 102.00 6375.0 6403.0 PL
94 PL606 20250904 0.0 0.0 ... 0.00 6438.0 6438.0 PL
95 PL607 20250904 0.0 0.0 ... 0.00 6448.0 6448.0 PL
96 PL608 20250904 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250904 5818.0 5818.0 ... 278.54 5804.0 5818.0 PR
104 PR510 20250904 5878.0 5878.0 ... 34129.25 5836.0 5900.0 PR
105 PR511 20250904 5884.0 5890.0 ... 894030.69 5828.0 5924.0 PR
106 PR512 20250904 5898.0 5898.0 ... 730192.02 5836.0 5932.0 PR
107 PR601 20250904 5900.0 5902.0 ... 192390.39 5844.0 5926.0 PR
108 PR602 20250904 5898.0 5900.0 ... 114.62 5878.0 5942.0 PR
109 PR603 20250904 5908.0 5912.0 ... 115.04 5900.0 5960.0 PR
110 PR604 20250904 5918.0 5922.0 ... 53.20 5912.0 5986.0 PR
111 PR605 20250904 5922.0 5954.0 ... 79.83 5914.0 5980.0 PR
112 PR606 20250904 5918.0 5982.0 ... 53.44 5938.0 5982.0 PR
113 PR607 20250904 5928.0 5968.0 ... 44.50 5934.0 5986.0 PR
114 PR608 20250904 5920.0 5920.0 ... 8.88 5920.0 5990.0 PR
115 PX509 20250904 0.0 0.0 ... 0.00 6714.0 6714.0 PX
116 PX510 20250904 6806.0 6808.0 ... 37873.27 6702.0 6830.0 PX
117 PX511 20250904 6790.0 6796.0 ... 893469.38 6698.0 6834.0 PX
118 PX512 20250904 6768.0 6768.0 ... 270864.91 6684.0 6814.0 PX
119 PX601 20250904 6748.0 6750.0 ... 203036.17 6670.0 6784.0 PX
120 PX602 20250904 6742.0 6742.0 ... 20414.66 6658.0 6772.0 PX
121 PX603 20250904 6660.0 6660.0 ... 6.66 6660.0 6732.0 PX
122 PX604 20250904 6668.0 6668.0 ... 3.33 6668.0 6766.0 PX
123 PX605 20250904 6710.0 6710.0 ... 726.24 6664.0 6774.0 PX
124 PX606 20250904 6656.0 6656.0 ... 6.64 6640.0 6772.0 PX
125 PX607 20250904 6648.0 6648.0 ... 3.32 6648.0 6750.0 PX
126 PX608 20250904 6652.0 6652.0 ... 3.33 6652.0 6774.0 PX
127 RI509 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250904 2588.0 2588.0 ... 1254.99 2566.0 2558.0 RM
134 RM511 20250904 2545.0 2559.0 ... 24343.21 2544.0 2551.0 RM
135 RM601 20250904 2516.0 2539.0 ... 771437.85 2524.0 2514.0 RM
136 RM603 20250904 2414.0 2431.0 ... 18022.35 2422.0 2410.0 RM
137 RM605 20250904 2403.0 2416.0 ... 148608.45 2401.0 2400.0 RM
138 RM607 20250904 2392.0 2401.0 ... 14684.87 2389.0 2388.0 RM
139 RM608 20250904 2486.0 2498.0 ... 584.36 2487.0 2478.0 RM
140 RS509 20250904 0.0 0.0 ... 0.00 4804.0 4744.0 RS
141 RS511 20250904 5084.0 5199.0 ... 118.31 5144.0 5080.0 RS
142 RS607 20250904 5479.0 5522.0 ... 77.06 5504.0 5513.0 RS
143 RS608 20250904 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250904 1148.0 1160.0 ... 1853.11 1152.0 1156.0 SA
145 SA510 20250904 1207.0 1211.0 ... 33639.95 1201.0 1206.0 SA
146 SA511 20250904 1212.0 1219.0 ... 239810.92 1206.0 1211.0 SA
147 SA512 20250904 1267.0 1274.0 ... 158323.51 1258.0 1267.0 SA
148 SA601 20250904 1276.0 1283.0 ... 2728485.96 1269.0 1277.0 SA
149 SA602 20250904 1302.0 1313.0 ... 22314.44 1302.0 1305.0 SA
150 SA603 20250904 1308.0 1318.0 ... 3770.98 1301.0 1311.0 SA
151 SA604 20250904 1343.0 1358.0 ... 2482.87 1341.0 1351.0 SA
152 SA605 20250904 1355.0 1363.0 ... 80950.38 1351.0 1356.0 SA
153 SA606 20250904 1354.0 1372.0 ... 568.46 1360.0 1365.0 SA
154 SA607 20250904 1372.0 1374.0 ... 998.69 1364.0 1369.0 SA
155 SA608 20250904 1390.0 1400.0 ... 317.12 1391.0 1394.0 SA
156 SF509 20250904 5308.0 5358.0 ... 835.17 5320.0 5350.0 SF
157 SF510 20250904 5314.0 5370.0 ... 27167.77 5330.0 5362.0 SF
158 SF511 20250904 5482.0 5536.0 ... 400681.47 5492.0 5536.0 SF
159 SF512 20250904 5432.0 5494.0 ... 54154.51 5454.0 5494.0 SF
160 SF601 20250904 5450.0 5500.0 ... 128824.71 5458.0 5498.0 SF
161 SF602 20250904 5430.0 5464.0 ... 14349.72 5426.0 5464.0 SF
162 SF603 20250904 5604.0 5626.0 ... 193.57 5612.0 5646.0 SF
163 SF604 20250904 5590.0 5634.0 ... 16.80 5598.0 5626.0 SF
164 SF605 20250904 5600.0 5634.0 ... 2653.68 5594.0 5628.0 SF
165 SF606 20250904 5544.0 5576.0 ... 41.53 5538.0 5586.0 SF
166 SF607 20250904 5700.0 5734.0 ... 25.66 5704.0 5734.0 SF
167 SF608 20250904 5672.0 5692.0 ... 8.53 5686.0 5706.0 SF
168 SH509 20250904 2500.0 2538.0 ... 194.53 2494.0 2508.0 SH
169 SH510 20250904 2611.0 2629.0 ... 153212.63 2600.0 2628.0 SH
170 SH511 20250904 2650.0 2661.0 ... 813861.79 2634.0 2669.0 SH
171 SH512 20250904 2649.0 2659.0 ... 278045.99 2637.0 2681.0 SH
172 SH601 20250904 2615.0 2622.0 ... 3159076.60 2603.0 2645.0 SH
173 SH602 20250904 2624.0 2630.0 ... 49996.52 2612.0 2651.0 SH
174 SH603 20250904 2635.0 2644.0 ... 3240.89 2628.0 2664.0 SH
175 SH604 20250904 2669.0 2687.0 ... 1017.68 2671.0 2724.0 SH
176 SH605 20250904 2696.0 2703.0 ... 26897.96 2685.0 2723.0 SH
177 SH606 20250904 2703.0 2703.0 ... 193.67 2690.0 2737.0 SH
178 SH607 20250904 2673.0 2693.0 ... 96.44 2679.0 2717.0 SH
179 SH608 20250904 2687.0 2690.0 ... 40.31 2687.0 2729.0 SH
180 SM509 20250904 5608.0 5662.0 ... 4723.16 5630.0 5644.0 SM
181 SM510 20250904 5626.0 5674.0 ... 21242.74 5632.0 5652.0 SM
182 SM511 20250904 5680.0 5752.0 ... 120366.42 5712.0 5734.0 SM
183 SM512 20250904 5692.0 5756.0 ... 65336.30 5718.0 5738.0 SM
184 SM601 20250904 5702.0 5762.0 ... 385953.84 5724.0 5744.0 SM
185 SM602 20250904 5708.0 5770.0 ... 37335.47 5730.0 5752.0 SM
186 SM603 20250904 5718.0 5756.0 ... 54.56 5744.0 5752.0 SM
187 SM604 20250904 5744.0 5756.0 ... 5.75 5750.0 5772.0 SM
188 SM605 20250904 5734.0 5798.0 ... 4171.31 5762.0 5782.0 SM
189 SM606 20250904 5750.0 5796.0 ... 66.42 5776.0 5788.0 SM
190 SM607 20250904 5784.0 5816.0 ... 37.58 5782.0 5810.0 SM
191 SM608 20250904 5796.0 5796.0 ... 2.90 5796.0 5832.0 SM
192 SR509 20250904 5575.0 5579.0 ... 1225.00 5568.0 5609.0 SR
193 SR511 20250904 5585.0 5585.0 ... 168854.17 5558.0 5566.0 SR
194 SR601 20250904 5566.0 5566.0 ... 1015346.48 5540.0 5569.0 SR
195 SR603 20250904 5537.0 5539.0 ... 3918.06 5526.0 5550.0 SR
196 SR605 20250904 5533.0 5538.0 ... 67591.22 5518.0 5539.0 SR
197 SR607 20250904 5528.0 5529.0 ... 2432.82 5517.0 5536.0 SR
198 TA509 20250904 4630.0 4652.0 ... 6248.31 4594.0 4692.0 TA
199 TA510 20250904 4690.0 4702.0 ... 117870.05 4650.0 4730.0 TA
200 TA511 20250904 4706.0 4714.0 ... 393180.82 4660.0 4740.0 TA
201 TA512 20250904 4720.0 4722.0 ... 181827.79 4672.0 4750.0 TA
202 TA601 20250904 4724.0 4730.0 ... 2278656.83 4676.0 4754.0 TA
203 TA602 20250904 4730.0 4736.0 ... 17799.45 4680.0 4764.0 TA
204 TA603 20250904 4740.0 4740.0 ... 256.88 4714.0 4774.0 TA
205 TA604 20250904 4708.0 4708.0 ... 35.22 4696.0 4766.0 TA
206 TA605 20250904 4772.0 4772.0 ... 53037.48 4712.0 4796.0 TA
207 TA606 20250904 4752.0 4752.0 ... 42.46 4718.0 4794.0 TA
208 TA607 20250904 4742.0 4752.0 ... 44.93 4730.0 4804.0 TA
209 TA608 20250904 4770.0 4770.0 ... 23.76 4752.0 4816.0 TA
210 UR509 20250904 1662.0 1665.0 ... 3110.27 1661.0 1670.0 UR
211 UR510 20250904 1677.0 1684.0 ... 6491.66 1679.0 1692.0 UR
212 UR511 20250904 1705.0 1716.0 ... 42695.49 1710.0 1731.0 UR
213 UR512 20250904 1708.0 1718.0 ... 18076.47 1712.0 1734.0 UR
214 UR601 20250904 1712.0 1718.0 ... 520846.89 1713.0 1737.0 UR
215 UR602 20250904 1711.0 1716.0 ... 1286.18 1710.0 1734.0 UR
216 UR603 20250904 1769.0 1769.0 ... 105.84 1764.0 1769.0 UR
217 UR604 20250904 1759.0 1759.0 ... 24.60 1757.0 1767.0 UR
218 UR605 20250904 1758.0 1761.0 ... 19435.75 1754.0 1776.0 UR
219 UR606 20250904 1755.0 1756.0 ... 220.48 1750.0 1764.0 UR
220 UR607 20250904 1777.0 1781.0 ... 305.67 1777.0 1782.0 UR
221 UR608 20250904 1776.0 1776.0 ... 230.43 1773.0 1786.0 UR
222 WH509 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 16:26:23,533 - future_1d - INFO - ak.get_czce_daily('2025-09-04') done
symbol date open ... settle pre_settle variety
0 PS2509 20250904 52130.0 ... 52230.0 52410.0 PS
1 PS2510 20250904 51800.0 ... 52170.0 52075.0 PS
2 PS2511 20250904 51700.0 ... 52055.0 51910.0 PS
3 PS2512 20250904 54000.0 ... 54320.0 54185.0 PS
4 PS2601 20250904 54060.0 ... 54280.0 54185.0 PS
5 PS2602 20250904 54110.0 ... 54405.0 54370.0 PS
6 PS2603 20250904 54315.0 ... 54535.0 54535.0 PS
7 PS2604 20250904 54515.0 ... 54620.0 54575.0 PS
8 PS2605 20250904 54305.0 ... 54510.0 54415.0 PS
9 PS2606 20250904 56405.0 ... 56630.0 56645.0 PS
10 PS2607 20250904 56525.0 ... 56715.0 56720.0 PS
11 PS2608 20250904 55800.0 ... 56760.0 56870.0 PS
13 SI2509 20250904 8500.0 ... 8560.0 8485.0 SI
14 SI2510 20250904 8400.0 ... 8500.0 8490.0 SI
15 SI2511 20250904 8405.0 ... 8505.0 8505.0 SI
16 SI2512 20250904 8800.0 ... 8865.0 8870.0 SI
17 SI2601 20250904 8765.0 ... 8845.0 8865.0 SI
18 SI2602 20250904 8855.0 ... 8865.0 8855.0 SI
19 SI2603 20250904 8770.0 ... 8840.0 8910.0 SI
20 SI2604 20250904 8740.0 ... 8875.0 8895.0 SI
21 SI2605 20250904 8850.0 ... 8890.0 8920.0 SI
22 SI2606 20250904 8845.0 ... 8900.0 8930.0 SI
23 SI2607 20250904 8860.0 ... 8935.0 8935.0 SI
24 SI2608 20250904 8905.0 ... 8935.0 8935.0 SI
27 LC2509 20250904 72180.0 ... 73300.0 73200.0 LC
28 LC2510 20250904 71100.0 ... 73040.0 72700.0 LC
29 LC2511 20250904 71200.0 ... 73240.0 72660.0 LC
30 LC2512 20250904 71480.0 ... 73300.0 72780.0 LC
31 LC2601 20250904 71440.0 ... 73280.0 72720.0 LC
32 LC2602 20250904 71580.0 ... 72920.0 72580.0 LC
33 LC2603 20250904 71320.0 ... 73040.0 72420.0 LC
34 LC2604 20250904 71420.0 ... 73320.0 72780.0 LC
35 LC2605 20250904 71820.0 ... 73160.0 72520.0 LC
36 LC2606 20250904 71180.0 ... 72840.0 72340.0 LC
37 LC2607 20250904 71500.0 ... 72940.0 72260.0 LC
38 LC2608 20250904 71800.0 ... 73020.0 72560.0 LC
[36 rows x 12 columns]
2025-09-12 16:26:23,764 - future_1d - INFO - ak.get_gfex_daily('2025-09-04') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250904 ... 79910 80270 CU
1 1 CU2510 20250904 ... 79980 80180 CU
2 2 CU2511 20250904 ... 79960 80170 CU
3 3 CU2512 20250904 ... 79910 80130 CU
4 4 CU2601 20250904 ... 79870 80010 CU
5 5 CU2602 20250904 ... 79930 80030 CU
6 6 CU2603 20250904 ... 79850 80050 CU
7 7 CU2604 20250904 ... 79910 80000 CU
8 8 CU2605 20250904 ... 79980 79840 CU
9 9 CU2606 20250904 ... 79790 80070 CU
10 10 CU2607 20250904 ... 79820 80050 CU
11 11 CU2608 20250904 ... 79860 80070 CU
12 12 BC2509 20250904 ... 70130 70130 BC
13 13 BC2510 20250904 ... 71020 71240 BC
14 14 BC2511 20250904 ... 71020 71160 BC
15 15 BC2512 20250904 ... 71100 71460 BC
16 16 BC2601 20250904 ... 71280 70590 BC
17 17 BC2602 20250904 ... 70700 70700 BC
18 18 BC2603 20250904 ... 71360 71400 BC
19 19 BC2604 20250904 ... 71200 70710 BC
20 20 BC2605 20250904 ... 71170 70710 BC
21 21 BC2606 20250904 ... 70700 70700 BC
22 22 BC2607 20250904 ... 70600 70600 BC
23 23 BC2608 20250904 ... 70440 70440 BC
24 24 AL2509 20250904 ... 20630 20755 AL
25 25 AL2510 20250904 ... 20635 20765 AL
26 26 AL2511 20250904 ... 20630 20755 AL
27 27 AL2512 20250904 ... 20620 20740 AL
28 28 AL2601 20250904 ... 20615 20735 AL
29 29 AL2602 20250904 ... 20590 20725 AL
30 30 AL2603 20250904 ... 20635 20735 AL
31 31 AL2604 20250904 ... 20665 20775 AL
32 32 AL2605 20250904 ... 20675 20795 AL
33 33 AL2606 20250904 ... 20690 20830 AL
34 34 AL2607 20250904 ... 20720 20805 AL
35 35 AL2608 20250904 ... 20690 20820 AL
36 36 ZN2509 20250904 ... 22085 22275 ZN
37 37 ZN2510 20250904 ... 22135 22305 ZN
38 38 ZN2511 20250904 ... 22140 22300 ZN
39 39 ZN2512 20250904 ... 22170 22305 ZN
40 40 ZN2601 20250904 ... 22135 22310 ZN
41 41 ZN2602 20250904 ... 22110 22290 ZN
42 42 ZN2603 20250904 ... 22140 22350 ZN
43 43 ZN2604 20250904 ... 22180 22365 ZN
44 44 ZN2605 20250904 ... 22185 22390 ZN
45 45 ZN2606 20250904 ... 22160 22405 ZN
46 46 ZN2607 20250904 ... 22190 22380 ZN
47 47 ZN2608 20250904 ... 22185 22400 ZN
48 48 PB2509 20250904 ... 16810 16820 PB
49 49 PB2510 20250904 ... 16865 16870 PB
50 50 PB2511 20250904 ... 16875 16885 PB
51 51 PB2512 20250904 ... 16890 16895 PB
52 52 PB2601 20250904 ... 16880 16910 PB
53 53 PB2602 20250904 ... 16910 16910 PB
54 54 PB2603 20250904 ... 16960 16960 PB
55 55 PB2604 20250904 ... 16995 17005 PB
56 56 PB2605 20250904 ... 17010 17010 PB
57 57 PB2606 20250904 ... 17020 17040 PB
58 58 PB2607 20250904 ... 17050 17090 PB
59 59 PB2608 20250904 ... 17080 17100 PB
60 60 NI2509 20250904 ... 121070 121290 NI
61 61 NI2510 20250904 ... 121510 121500 NI
62 62 NI2511 20250904 ... 121500 121630 NI
63 63 NI2512 20250904 ... 121730 121830 NI
64 64 NI2601 20250904 ... 121950 122050 NI
65 65 NI2602 20250904 ... 122290 122320 NI
66 66 NI2603 20250904 ... 122580 122600 NI
67 67 NI2604 20250904 ... 123220 122900 NI
68 68 NI2605 20250904 ... 122920 123070 NI
69 69 NI2606 20250904 ... 123610 123320 NI
70 70 NI2607 20250904 ... 123650 123440 NI
71 71 NI2608 20250904 ... 123810 124040 NI
72 72 SN2509 20250904 ... 272280 272650 SN
73 73 SN2510 20250904 ... 272800 273110 SN
74 74 SN2511 20250904 ... 273040 273310 SN
75 75 SN2512 20250904 ... 273170 273250 SN
76 76 SN2601 20250904 ... 272850 273230 SN
77 77 SN2602 20250904 ... 272590 273190 SN
78 78 SN2603 20250904 ... 272670 273880 SN
79 79 SN2604 20250904 ... 273030 274470 SN
80 80 SN2605 20250904 ... 272840 273540 SN
81 81 SN2606 20250904 ... 273740 273820 SN
82 82 SN2607 20250904 ... 273700 274280 SN
83 83 SN2608 20250904 ... 274450 274450 SN
84 84 AO2509 20250904 ... 2950 2987 AO
85 85 AO2510 20250904 ... 2962 3005 AO
86 86 AO2511 20250904 ... 2966 3009 AO
87 87 AO2512 20250904 ... 2966 3018 AO
88 88 AO2601 20250904 ... 2973 3024 AO
89 89 AO2602 20250904 ... 2970 3016 AO
90 90 AO2603 20250904 ... 2974 3024 AO
91 91 AO2604 20250904 ... 2988 3038 AO
92 92 AO2605 20250904 ... 2996 3040 AO
93 93 AO2606 20250904 ... 2996 3044 AO
94 94 AO2607 20250904 ... 3002 3047 AO
95 95 AO2608 20250904 ... 2999 3033 AO
96 96 AD2511 20250904 ... 20235 20330 AD
97 97 AD2512 20250904 ... 20270 20325 AD
98 98 AD2601 20250904 ... 20255 20290 AD
99 99 AD2602 20250904 ... 20345 20340 AD
100 100 AD2603 20250904 ... 20310 20290 AD
101 101 AD2604 20250904 ... 20240 20235 AD
102 102 AD2605 20250904 ... 20205 20145 AD
103 103 AD2606 20250904 ... 20155 20110 AD
104 104 AD2607 20250904 ... 20135 19925 AD
105 105 AD2608 20250904 ... 20170 20170 AD
106 106 AU2509 20250904 ... 816.08 811.66 AU
107 107 AU2510 20250904 ... 816.1 810.36 AU
108 108 AU2511 20250904 ... 817.06 810.42 AU
109 109 AU2512 20250904 ... 817.6 812.8 AU
110 110 AU2602 20250904 ... 819.98 814.72 AU
111 111 AU2604 20250904 ... 822.1 816.68 AU
112 112 AU2606 20250904 ... 824.12 819.38 AU
113 113 AU2608 20250904 ... 826.8 821.24 AU
114 114 AG2509 20250904 ... 9786 9791 AG
115 115 AG2510 20250904 ... 9846 9787 AG
116 116 AG2511 20250904 ... 9853 9783 AG
117 117 AG2512 20250904 ... 9856 9809 AG
118 118 AG2601 20250904 ... 9878 9814 AG
119 119 AG2602 20250904 ... 9886 9828 AG
120 120 AG2603 20250904 ... 9909 9840 AG
121 121 AG2604 20250904 ... 9907 9849 AG
122 122 AG2605 20250904 ... 9913 9861 AG
123 123 AG2606 20250904 ... 9924 9880 AG
124 124 AG2607 20250904 ... 9919 9915 AG
125 125 AG2608 20250904 ... 9962 9909 AG
126 126 RB2509 20250904 ... 2961 2962 RB
127 127 RB2510 20250904 ... 3030 3047 RB
128 128 RB2511 20250904 ... 3053 3059 RB
129 129 RB2512 20250904 ... 3093 3100 RB
130 130 RB2601 20250904 ... 3110 3119 RB
131 131 RB2602 20250904 ... 3105 3118 RB
132 132 RB2603 20250904 ... 3125 3125 RB
133 133 RB2604 20250904 ... 3143 3158 RB
134 134 RB2605 20250904 ... 3158 3168 RB
135 135 RB2606 20250904 ... 3174 3188 RB
136 136 RB2607 20250904 ... 3200 3205 RB
137 137 RB2608 20250904 ... 3198 3204 RB
138 138 WR2509 20250904 ... 3342 3342 WR
139 139 WR2510 20250904 ... 3265 3258 WR
140 140 WR2511 20250904 ... 3311 3311 WR
141 141 WR2512 20250904 ... 3349 3350 WR
142 142 WR2601 20250904 ... 3336 3355 WR
143 143 WR2602 20250904 ... 3337 3335 WR
144 144 WR2603 20250904 ... 3435 3438 WR
145 145 WR2604 20250904 ... 3400 3400 WR
146 146 WR2605 20250904 ... 3429 3429 WR
147 147 WR2606 20250904 ... 3375 3375 WR
148 148 WR2607 20250904 ... 3387 3387 WR
149 149 WR2608 20250904 ... 3350 3320 WR
150 150 HC2509 20250904 ... 3371 3356 HC
151 151 HC2510 20250904 ... 3320 3316 HC
152 152 HC2511 20250904 ... 3312 3312 HC
153 153 HC2512 20250904 ... 3321 3300 HC
154 154 HC2601 20250904 ... 3306 3305 HC
155 155 HC2602 20250904 ... 3302 3310 HC
156 156 HC2603 20250904 ... 3311 3309 HC
157 157 HC2604 20250904 ... 3316 3311 HC
158 158 HC2605 20250904 ... 3316 3316 HC
159 159 HC2606 20250904 ... 3314 3319 HC
160 160 HC2607 20250904 ... 3323 3331 HC
161 161 HC2608 20250904 ... 3317 3335 HC
162 162 SS2509 20250904 ... 12835 12835 SS
163 163 SS2510 20250904 ... 12890 12930 SS
164 164 SS2511 20250904 ... 12960 13000 SS
165 165 SS2512 20250904 ... 12995 13045 SS
166 166 SS2601 20250904 ... 13050 13110 SS
167 167 SS2602 20250904 ... 13095 13145 SS
168 168 SS2603 20250904 ... 13175 13210 SS
169 169 SS2604 20250904 ... 13225 13300 SS
170 170 SS2605 20250904 ... 13305 13335 SS
171 171 SS2606 20250904 ... 13360 13425 SS
172 172 SS2607 20250904 ... 13410 13455 SS
173 173 SS2608 20250904 ... 13455 13480 SS
174 174 SC2510 20250904 ... 483.6 491.8 SC
175 175 SC2511 20250904 ... 484.6 493.2 SC
176 176 SC2512 20250904 ... 484.4 492.4 SC
177 177 SC2601 20250904 ... 483.6 491.4 SC
178 178 SC2602 20250904 ... 482.5 489.7 SC
179 179 SC2603 20250904 ... 480.3 487.9 SC
180 180 SC2604 20250904 ... 478.5 486.7 SC
181 181 SC2605 20250904 ... 475.5 483.9 SC
182 182 SC2606 20250904 ... 475.8 485 SC
183 183 SC2607 20250904 ... 473.9 483 SC
184 184 SC2608 20250904 ... 473.8 482.8 SC
185 185 SC2609 20250904 ... 474 481.5 SC
186 186 SC2612 20250904 ... 473.4 481 SC
187 187 SC2703 20250904 ... 470.9 477.7 SC
188 188 SC2706 20250904 ... 466.9 479.4 SC
189 189 SC2709 20250904 ... 468.8 476.2 SC
190 190 SC2712 20250904 ... 466.2 476.8 SC
191 191 SC2803 20250904 ... 468.1 471.4 SC
192 192 SC2806 20250904 ... 466.8 471.7 SC
193 193 SC2809 20250904 ... 464.1 472 SC
194 194 LU2510 20250904 ... 3421 3505 LU
195 195 LU2511 20250904 ... 3442 3525 LU
196 196 LU2512 20250904 ... 3440 3514 LU
197 197 LU2601 20250904 ... 3423 3501 LU
198 198 LU2602 20250904 ... 3401 3482 LU
199 199 LU2603 20250904 ... 3403 3466 LU
200 200 LU2604 20250904 ... 3378 3468 LU
201 201 LU2605 20250904 ... 3362 3464 LU
202 202 LU2606 20250904 ... 3366 3464 LU
203 203 LU2607 20250904 ... 3370 3450 LU
204 204 LU2608 20250904 ... 3370 3444 LU
205 205 LU2609 20250904 ... 3360 3425 LU
206 206 FU2510 20250904 ... 2789 2832 FU
207 207 FU2511 20250904 ... 2797 2842 FU
208 208 FU2512 20250904 ... 2783 2835 FU
209 209 FU2601 20250904 ... 2776 2828 FU
210 210 FU2602 20250904 ... 2764 2820 FU
211 211 FU2603 20250904 ... 2753 2802 FU
212 212 FU2604 20250904 ... 2754 2796 FU
213 213 FU2605 20250904 ... 2740 2787 FU
214 214 FU2606 20250904 ... 2733 2776 FU
215 215 FU2607 20250904 ... 2725 2762 FU
216 216 FU2608 20250904 ... 2722 2755 FU
217 217 FU2609 20250904 ... 2705 2733 FU
218 218 BU2509 20250904 ... 3504 3533 BU
219 219 BU2510 20250904 ... 3499 3544 BU
220 220 BU2511 20250904 ... 3477 3538 BU
221 221 BU2512 20250904 ... 3428 3487 BU
222 222 BU2601 20250904 ... 3400 3456 BU
223 223 BU2602 20250904 ... 3404 3459 BU
224 224 BU2603 20250904 ... 3406 3455 BU
225 225 BU2604 20250904 ... 3427 3467 BU
226 226 BU2605 20250904 ... 3404 3457 BU
227 227 BU2606 20250904 ... 3398 3449 BU
228 228 BU2607 20250904 ... 3351 3445 BU
229 229 BU2608 20250904 ... 3378 3439 BU
230 230 BU2609 20250904 ... 3377 3416 BU
231 231 BU2612 20250904 ... 3311 3359 BU
232 232 BU2703 20250904 ... 3300 3371 BU
233 233 BU2706 20250904 ... 3310 3360 BU
234 234 BR2509 20250904 ... 11825 11920 BR
235 235 BR2510 20250904 ... 11800 11905 BR
236 236 BR2511 20250904 ... 11785 11890 BR
237 237 BR2512 20250904 ... 11765 11885 BR
238 238 BR2601 20250904 ... 11765 11885 BR
239 239 BR2602 20250904 ... 11800 11960 BR
240 240 BR2603 20250904 ... 11775 11975 BR
241 241 BR2604 20250904 ... 11885 12015 BR
242 242 BR2605 20250904 ... 11880 12015 BR
243 243 BR2606 20250904 ... 11905 12010 BR
244 244 BR2607 20250904 ... 12110 12110 BR
245 245 BR2608 20250904 ... 12135 12135 BR
246 246 RU2509 20250904 ... 14955 14990 RU
247 247 RU2510 20250904 ... 14965 15005 RU
248 248 RU2511 20250904 ... 14920 14960 RU
249 249 RU2601 20250904 ... 15880 15935 RU
250 250 RU2603 20250904 ... 15920 15960 RU
251 251 RU2604 20250904 ... 15935 15950 RU
252 252 RU2605 20250904 ... 15955 16025 RU
253 253 RU2606 20250904 ... 15900 16060 RU
254 254 RU2607 20250904 ... 15965 16120 RU
255 255 RU2608 20250904 ... 16115 16040 RU
256 256 NR2509 20250904 ... 12650 12695 NR
257 257 NR2510 20250904 ... 12720 12765 NR
258 258 NR2511 20250904 ... 12770 12815 NR
259 259 NR2512 20250904 ... 12810 12845 NR
260 260 NR2601 20250904 ... 12835 12885 NR
261 261 NR2602 20250904 ... 12835 12885 NR
262 262 NR2603 20250904 ... 12840 12855 NR
263 263 NR2604 20250904 ... 12830 12875 NR
264 264 NR2605 20250904 ... 12830 12920 NR
265 265 NR2606 20250904 ... 12870 12870 NR
266 266 NR2607 20250904 ... 12810 12890 NR
267 267 NR2608 20250904 ... 12885 12925 NR
268 268 SP2509 20250904 ... 4972 5008 SP
269 269 SP2510 20250904 ... 4998 5034 SP
270 270 SP2511 20250904 ... 5030 5062 SP
271 271 SP2512 20250904 ... 5044 5078 SP
272 272 SP2601 20250904 ... 5312 5340 SP
273 273 SP2602 20250904 ... 5290 5326 SP
274 274 SP2603 20250904 ... 5306 5334 SP
275 275 SP2604 20250904 ... 5328 5342 SP
276 276 SP2605 20250904 ... 5322 5348 SP
277 277 SP2606 20250904 ... 5310 5358 SP
278 278 SP2607 20250904 ... 5326 5354 SP
279 279 SP2608 20250904 ... 5344 5378 SP
280 280 EC2510 20250904 ... 1308.3 1324.2 EC
281 281 EC2512 20250904 ... 1676.5 1704 EC
282 282 EC2602 20250904 ... 1515.1 1536.5 EC
283 283 EC2604 20250904 ... 1249.5 1243.7 EC
284 284 EC2606 20250904 ... 1434.7 1435.8 EC
285 285 EC2608 20250904 ... 1603.8 1601.5 EC
286 289 SC_TAS2510 20250904 ... SC_TAS
287 290 SC_TAS2511 20250904 ... SC_TAS
288 291 SC_TAS2512 20250904 ... SC_TAS
289 292 SC_TAS2601 20250904 ... SC_TAS
[290 rows x 13 columns]
2025-09-12 16:26:23,888 - future_1d - INFO - ak.get_shfe_daily('2025-09-04') done
2025-09-12 16:26:44,912 - future_1d - INFO - save future_daily 2025-09-04 completed
symbol date open ... settle pre_settle variety
0 a2509 20250905 4070.00 ... 4056.00 4056.00 A
1 a2511 20250905 3975.00 ... 3975.00 3966.00 A
2 a2601 20250905 3969.00 ... 3974.00 3966.00 A
3 a2603 20250905 3968.00 ... 3975.00 3968.00 A
4 a2605 20250905 4017.00 ... 4020.00 4012.00 A
5 a2607 20250905 4009.00 ... 4023.00 4016.00 A
6 b2509 20250905 0.00 ... 3681.00 3681.00 B
7 b2510 20250905 3685.00 ... 3693.00 3695.00 B
8 b2511 20250905 3703.00 ... 3732.00 3728.00 B
9 b2512 20250905 3737.00 ... 3760.00 3761.00 B
10 b2601 20250905 3740.00 ... 3758.00 3759.00 B
11 b2602 20250905 3720.00 ... 3740.00 3745.00 B
12 b2603 20250905 3685.00 ... 3702.00 3699.00 B
13 b2604 20250905 3585.00 ... 3594.00 3602.00 B
14 b2605 20250905 3511.00 ... 3521.00 3528.00 B
15 b2606 20250905 3496.00 ... 3503.00 3512.00 B
16 b2607 20250905 3504.00 ... 3507.00 3516.00 B
17 b2608 20250905 3599.00 ... 3593.00 3604.00 B
18 bb2509 20250905 0.00 ... 136.00 136.00 BB
19 bb2511 20250905 141.35 ... 141.50 142.25 BB
20 bb2601 20250905 145.90 ... 146.30 146.15 BB
21 bb2603 20250905 145.65 ... 145.75 146.40 BB
22 bb2605 20250905 0.00 ... 140.15 140.75 BB
23 bb2607 20250905 0.00 ... 144.95 145.55 BB
24 bz2603 20250905 5984.00 ... 6020.00 5967.00 BZ
25 bz2604 20250905 5973.00 ... 5987.00 5947.00 BZ
26 bz2605 20250905 5995.00 ... 5989.00 5960.00 BZ
27 bz2606 20250905 5991.00 ... 5991.00 5953.00 BZ
28 bz2607 20250905 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250905 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250905 2295.00 ... 2297.00 2315.00 C
31 c2511 20250905 2212.00 ... 2219.00 2200.00 C
32 c2601 20250905 2195.00 ... 2200.00 2187.00 C
33 c2603 20250905 2207.00 ... 2210.00 2200.00 C
34 c2605 20250905 2255.00 ... 2260.00 2249.00 C
35 c2607 20250905 2266.00 ... 2271.00 2261.00 C
36 cs2509 20250905 2490.00 ... 2496.00 2480.00 CS
37 cs2511 20250905 2499.00 ... 2512.00 2492.00 CS
38 cs2601 20250905 2523.00 ... 2537.00 2514.00 CS
39 cs2603 20250905 2530.00 ... 2543.00 2521.00 CS
40 cs2605 20250905 2603.00 ... 2610.00 2593.00 CS
41 cs2607 20250905 2607.00 ... 2610.00 2596.00 CS
42 eb2509 20250905 6936.00 ... 6975.00 6927.00 EB
43 eb2510 20250905 6980.00 ... 7064.00 6992.00 EB
44 eb2511 20250905 6990.00 ... 7077.00 7008.00 EB
45 eb2512 20250905 7020.00 ... 7087.00 7025.00 EB
46 eb2601 20250905 7048.00 ... 7113.00 7062.00 EB
47 eb2602 20250905 7089.00 ... 7136.00 7088.00 EB
48 eb2603 20250905 7137.00 ... 7183.00 7123.00 EB
49 eb2604 20250905 7164.00 ... 7205.00 7152.00 EB
50 eb2605 20250905 7168.00 ... 7222.00 7166.00 EB
51 eb2606 20250905 7195.00 ... 7204.00 7200.00 EB
52 eb2607 20250905 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250905 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250905 4500.00 ... 4428.00 4349.00 EG
55 eg2510 20250905 4343.00 ... 4365.00 4342.00 EG
56 eg2511 20250905 4360.00 ... 4354.00 4346.00 EG
57 eg2512 20250905 4340.00 ... 4350.00 4343.00 EG
58 eg2601 20250905 4357.00 ... 4354.00 4344.00 EG
59 eg2602 20250905 4358.00 ... 4350.00 4351.00 EG
60 eg2603 20250905 4366.00 ... 4365.00 4346.00 EG
61 eg2604 20250905 0.00 ... 4365.00 4365.00 EG
62 eg2605 20250905 4388.00 ... 4383.00 4376.00 EG
63 eg2606 20250905 4376.00 ... 4408.00 4370.00 EG
64 eg2607 20250905 0.00 ... 4447.00 4447.00 EG
65 eg2608 20250905 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250905 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250905 1279.50 ... 1277.00 1278.00 FB
68 fb2511 20250905 1258.00 ... 1253.50 1254.00 FB
69 fb2512 20250905 1255.00 ... 1253.50 1257.50 FB
70 fb2601 20250905 1249.00 ... 1247.00 1252.50 FB
71 fb2602 20250905 1240.50 ... 1241.00 1248.50 FB
72 fb2603 20250905 1246.50 ... 1245.00 1247.50 FB
73 fb2604 20250905 0.00 ... 1259.00 1259.00 FB
74 fb2605 20250905 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250905 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250905 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250905 1214.00 ... 1244.00 1302.50 FB
78 i2509 20250905 844.00 ... 834.00 822.00 I
79 i2510 20250905 810.00 ... 807.50 803.00 I
80 i2511 20250905 805.50 ... 802.50 798.50 I
81 i2512 20250905 800.00 ... 796.50 792.50 I
82 i2601 20250905 789.00 ... 787.00 783.50 I
83 i2602 20250905 785.00 ... 781.00 779.00 I
84 i2603 20250905 780.00 ... 776.00 772.50 I
85 i2604 20250905 775.50 ... 771.00 768.00 I
86 i2605 20250905 766.00 ... 763.00 761.00 I
87 i2606 20250905 761.00 ... 757.50 755.50 I
88 i2607 20250905 756.50 ... 753.00 750.50 I
89 i2608 20250905 751.50 ... 749.00 747.00 I
90 j2509 20250905 1460.00 ... 1512.50 1449.50 J
91 j2510 20250905 1487.50 ... 1517.50 1485.00 J
92 j2511 20250905 1517.50 ... 1548.00 1517.00 J
93 j2512 20250905 1555.50 ... 1579.00 1547.50 J
94 j2601 20250905 1580.00 ... 1616.50 1572.50 J
95 j2602 20250905 1645.50 ... 1649.00 1596.50 J
96 j2603 20250905 1622.50 ... 1673.00 1612.50 J
97 j2604 20250905 1742.00 ... 1741.50 1647.50 J
98 j2605 20250905 1684.50 ... 1720.00 1668.50 J
99 j2606 20250905 0.00 ... 1719.00 1716.50 J
100 j2607 20250905 1775.00 ... 1738.50 1694.00 J
101 j2608 20250905 0.00 ... 1710.50 1691.50 J
102 jd2509 20250905 2920.00 ... 2920.00 2944.00 JD
103 jd2510 20250905 3020.00 ... 2993.00 3016.00 JD
104 jd2511 20250905 3076.00 ... 3028.00 3075.00 JD
105 jd2512 20250905 3229.00 ... 3197.00 3235.00 JD
106 jd2601 20250905 3396.00 ... 3375.00 3412.00 JD
107 jd2602 20250905 3135.00 ... 3121.00 3143.00 JD
108 jd2603 20250905 3145.00 ... 3129.00 3144.00 JD
109 jd2604 20250905 3323.00 ... 3313.00 3331.00 JD
110 jd2605 20250905 3450.00 ... 3444.00 3458.00 JD
111 jd2606 20250905 3260.00 ... 3272.00 3286.00 JD
112 jd2607 20250905 3495.00 ... 3493.00 3497.00 JD
113 jd2608 20250905 3905.00 ... 3899.00 3904.00 JD
114 jm2509 20250905 941.00 ... 956.50 935.00 JM
115 jm2510 20250905 930.00 ... 965.00 932.50 JM
116 jm2511 20250905 989.50 ... 1026.50 990.00 JM
117 jm2512 20250905 1045.00 ... 1088.00 1043.00 JM
118 jm2601 20250905 1095.00 ... 1127.50 1089.50 JM
119 jm2602 20250905 1114.00 ... 1156.50 1106.50 JM
120 jm2603 20250905 1126.00 ... 1170.50 1124.00 JM
121 jm2604 20250905 1136.50 ... 1186.50 1136.00 JM
122 jm2605 20250905 1152.00 ... 1197.50 1139.50 JM
123 jm2606 20250905 1172.50 ... 1206.00 1154.50 JM
124 jm2607 20250905 1175.00 ... 1214.00 1170.50 JM
125 jm2608 20250905 1191.50 ... 1231.00 1176.50 JM
126 l2509 20250905 7165.00 ... 7165.00 7161.00 L
127 l2510 20250905 7212.00 ... 7214.00 7211.00 L
128 l2511 20250905 7219.00 ... 7220.00 7219.00 L
129 l2512 20250905 7224.00 ... 7232.00 7227.00 L
130 l2601 20250905 7225.00 ... 7234.00 7224.00 L
131 l2602 20250905 7208.00 ... 7223.00 7215.00 L
132 l2603 20250905 7214.00 ... 7219.00 7212.00 L
133 l2604 20250905 7229.00 ... 7242.00 7237.00 L
134 l2605 20250905 7214.00 ... 7236.00 7218.00 L
135 l2606 20250905 7227.00 ... 7253.00 7227.00 L
136 l2607 20250905 7241.00 ... 7251.00 7250.00 L
137 l2608 20250905 7254.00 ... 7267.00 7255.00 L
138 lg2509 20250905 780.50 ... 779.50 775.50 LG
139 lg2511 20250905 796.00 ... 797.00 795.50 LG
140 lg2601 20250905 821.00 ... 817.00 815.50 LG
141 lg2603 20250905 825.00 ... 823.50 823.50 LG
142 lg2605 20250905 831.50 ... 829.50 828.50 LG
143 lg2607 20250905 833.00 ... 832.00 829.00 LG
144 lh2509 20250905 13175.00 ... 13165.00 13175.00 LH
145 lh2511 20250905 13365.00 ... 13300.00 13410.00 LH
146 lh2601 20250905 13755.00 ... 13720.00 13805.00 LH
147 lh2603 20250905 13035.00 ... 13010.00 13045.00 LH
148 lh2605 20250905 13555.00 ... 13515.00 13580.00 LH
149 lh2607 20250905 14200.00 ... 14135.00 14210.00 LH
150 m2509 20250905 3000.00 ... 3028.00 3004.00 M
151 m2511 20250905 3007.00 ... 3028.00 3032.00 M
152 m2512 20250905 3054.00 ... 3067.00 3075.00 M
153 m2601 20250905 3043.00 ... 3058.00 3063.00 M
154 m2603 20250905 2984.00 ... 2992.00 3002.00 M
155 m2605 20250905 2803.00 ... 2806.00 2817.00 M
156 m2607 20250905 2795.00 ... 2791.00 2803.00 M
157 m2608 20250905 2919.00 ... 2917.00 2929.00 M
158 p2509 20250905 9358.00 ... 9354.00 9352.00 P
159 p2510 20250905 9354.00 ... 9420.00 9358.00 P
160 p2511 20250905 9348.00 ... 9428.00 9340.00 P
161 p2512 20250905 9352.00 ... 9462.00 9354.00 P
162 p2601 20250905 9382.00 ... 9456.00 9376.00 P
163 p2602 20250905 9368.00 ... 9414.00 9354.00 P
164 p2603 20250905 9310.00 ... 9380.00 9298.00 P
165 p2604 20250905 9248.00 ... 9324.00 9224.00 P
166 p2605 20250905 9158.00 ... 9228.00 9156.00 P
167 p2606 20250905 9058.00 ... 9148.00 9066.00 P
168 p2607 20250905 8960.00 ... 9032.00 8968.00 P
169 p2608 20250905 8930.00 ... 8944.00 8930.00 P
170 pg2509 20250905 3759.00 ... 3759.00 3736.00 PG
171 pg2510 20250905 4361.00 ... 4381.00 4383.00 PG
172 pg2511 20250905 4303.00 ... 4311.00 4310.00 PG
173 pg2512 20250905 4240.00 ... 4248.00 4247.00 PG
174 pg2601 20250905 4174.00 ... 4188.00 4186.00 PG
175 pg2602 20250905 4107.00 ... 4126.00 4123.00 PG
176 pg2603 20250905 4022.00 ... 4036.00 4036.00 PG
177 pg2604 20250905 4364.00 ... 4369.00 4361.00 PG
178 pg2605 20250905 4282.00 ... 4283.00 4285.00 PG
179 pg2606 20250905 4227.00 ... 4227.00 4236.00 PG
180 pg2607 20250905 4179.00 ... 4167.00 4177.00 PG
181 pg2608 20250905 0.00 ... 4136.00 4136.00 PG
182 pp2509 20250905 6838.00 ... 6832.00 6838.00 PP
183 pp2510 20250905 6888.00 ... 6887.00 6876.00 PP
184 pp2511 20250905 6909.00 ... 6917.00 6904.00 PP
185 pp2512 20250905 6920.00 ... 6940.00 6922.00 PP
186 pp2601 20250905 6939.00 ... 6951.00 6930.00 PP
187 pp2602 20250905 6907.00 ... 6933.00 6910.00 PP
188 pp2603 20250905 6914.00 ... 6929.00 6926.00 PP
189 pp2604 20250905 6938.00 ... 6953.00 6937.00 PP
190 pp2605 20250905 6945.00 ... 6969.00 6943.00 PP
191 pp2606 20250905 6907.00 ... 6935.00 6904.00 PP
192 pp2607 20250905 6916.00 ... 6914.00 6897.00 PP
193 pp2608 20250905 6920.00 ... 6922.00 6904.00 PP
194 rr2509 20250905 0.00 ... 3585.00 3585.00 RR
195 rr2510 20250905 3610.00 ... 3612.00 3610.00 RR
196 rr2511 20250905 3611.00 ... 3613.00 3609.00 RR
197 rr2512 20250905 3602.00 ... 3605.00 3605.00 RR
198 rr2601 20250905 3619.00 ... 3620.00 3620.00 RR
199 rr2602 20250905 3603.00 ... 3605.00 3604.00 RR
200 rr2603 20250905 3612.00 ... 3612.00 3608.00 RR
201 rr2604 20250905 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250905 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250905 0.00 ... 3602.00 3601.00 RR
204 rr2607 20250905 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250905 0.00 ... 3625.00 3625.00 RR
206 v2509 20250905 4713.00 ... 4727.00 4713.00 V
207 v2510 20250905 4786.00 ... 4781.00 4761.00 V
208 v2511 20250905 4803.00 ... 4818.00 4793.00 V
209 v2512 20250905 4835.00 ... 4861.00 4827.00 V
210 v2601 20250905 4880.00 ... 4886.00 4870.00 V
211 v2602 20250905 4914.00 ... 4921.00 4903.00 V
212 v2603 20250905 4952.00 ... 4957.00 4939.00 V
213 v2604 20250905 5152.00 ... 5174.00 5132.00 V
214 v2605 20250905 5192.00 ... 5191.00 5172.00 V
215 v2606 20250905 5215.00 ... 5232.00 5200.00 V
216 v2607 20250905 5249.00 ... 5263.00 5232.00 V
217 v2608 20250905 5274.00 ... 5288.00 5261.00 V
218 y2509 20250905 8400.00 ... 8420.00 8410.00 Y
219 y2511 20250905 8366.00 ... 8424.00 8370.00 Y
220 y2512 20250905 8392.00 ... 8446.00 8398.00 Y
221 y2601 20250905 8340.00 ... 8400.00 8348.00 Y
222 y2603 20250905 8296.00 ... 8326.00 8298.00 Y
223 y2605 20250905 8052.00 ... 8092.00 8060.00 Y
224 y2607 20250905 8008.00 ... 8052.00 8022.00 Y
225 y2608 20250905 8038.00 ... 8056.00 8012.00 Y
[226 rows x 12 columns]
2025-09-12 16:26:51,289 - future_1d - INFO - ak.get_dce_daily('2025-09-05') done
symbol date open ... settle pre_settle variety
0 SC2510 20250905 480.2 ... 482.3 483.6 SC
1 SC2511 20250905 482.8 ... 481.9 484.6 SC
2 SC2512 20250905 480.3 ... 481.1 484.4 SC
3 SC2601 20250905 479.6 ... 479.5 483.6 SC
4 SC2602 20250905 478.2 ... 477.5 482.5 SC
5 SC2603 20250905 475.7 ... 475.2 480.3 SC
6 SC2604 20250905 474.2 ... 473.7 478.5 SC
7 SC2605 20250905 471.6 ... 472.5 475.5 SC
8 SC2606 20250905 472 ... 471.5 475.8 SC
9 SC2607 20250905 471.3 ... 470.4 473.9 SC
10 SC2608 20250905 469.4 ... 469 473.8 SC
11 SC2609 20250905 467.5 ... 467.9 474 SC
12 SC2612 20250905 467.5 ... 467.1 473.4 SC
13 SC2703 20250905 467.9 ... 466.8 470.9 SC
14 SC2706 20250905 465 ... 465 466.9 SC
15 SC2709 20250905 464.6 ... 464.6 468.8 SC
16 SC2712 20250905 464.3 ... 464.6 466.2 SC
17 SC2803 20250905 ... 462.6 468.1 SC
18 SC2806 20250905 463 ... 460.6 466.8 SC
19 SC2809 20250905 458.8 ... 458 464.1 SC
21 LU2510 20250905 3392 ... 3366 3421 LU
22 LU2511 20250905 3410 ... 3389 3442 LU
23 LU2512 20250905 3410 ... 3386 3440 LU
24 LU2601 20250905 3396 ... 3375 3423 LU
25 LU2602 20250905 3375 ... 3358 3401 LU
26 LU2603 20250905 3353 ... 3351 3403 LU
27 LU2604 20250905 3350 ... 3350 3378 LU
28 LU2605 20250905 3337 ... 3345 3362 LU
29 LU2606 20250905 3335 ... 3337 3366 LU
30 LU2607 20250905 3334 ... 3334 3370 LU
31 LU2608 20250905 3330 ... 3337 3370 LU
32 LU2609 20250905 3323 ... 3318 3360 LU
34 NR2509 20250905 12600 ... 12790 12650 NR
35 NR2510 20250905 12735 ... 12890 12720 NR
36 NR2511 20250905 12790 ... 12955 12770 NR
37 NR2512 20250905 12830 ... 12990 12810 NR
38 NR2601 20250905 12845 ... 13025 12835 NR
39 NR2602 20250905 12810 ... 13050 12835 NR
40 NR2603 20250905 12820 ... 13010 12840 NR
41 NR2604 20250905 12945 ... 13010 12830 NR
42 NR2605 20250905 12935 ... 12990 12830 NR
43 NR2606 20250905 12870 ... 13000 12870 NR
44 NR2607 20250905 12880 ... 12880 12810 NR
45 NR2608 20250905 12910 ... 12915 12885 NR
47 BC2509 20250905 ... 70330 70130 BC
48 BC2510 20250905 70740 ... 70890 71020 BC
49 BC2511 20250905 70790 ... 70950 71020 BC
50 BC2512 20250905 70790 ... 70790 71100 BC
51 BC2601 20250905 ... 71280 71280 BC
52 BC2602 20250905 ... 70900 70700 BC
53 BC2603 20250905 ... 71360 71360 BC
54 BC2604 20250905 ... 71200 71200 BC
55 BC2605 20250905 ... 71170 71170 BC
56 BC2606 20250905 ... 70700 70700 BC
57 BC2607 20250905 ... 70900 70600 BC
58 BC2608 20250905 ... 70800 70440 BC
60 EC2510 20250905 1300 ... 1318.7 1308.3 EC
61 EC2512 20250905 1670 ... 1696 1676.5 EC
62 EC2602 20250905 1517.2 ... 1531.5 1515.1 EC
63 EC2604 20250905 1246 ... 1253 1249.5 EC
64 EC2606 20250905 1437.5 ... 1445.6 1434.7 EC
65 EC2608 20250905 1582.9 ... 1607 1603.8 EC
68 SC_TAS2510 20250905 ... SC_TAS
69 SC_TAS2511 20250905 ... SC_TAS
70 SC_TAS2512 20250905 ... SC_TAS
71 SC_TAS2601 20250905 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 16:26:51,370 - future_1d - INFO - ak.get_ine_daily('2025-09-05') done
symbol date open ... settle pre_settle variety
0 IC2509 20250905 6667.000 ... 6876.800 6607.200 IC
1 IC2510 20250905 6624.000 ... 6831.200 6551.200 IC
2 IC2512 20250905 6499.200 ... 6719.600 6437.200 IC
3 IC2603 20250905 6338.000 ... 6576.200 6291.600 IC
4 IF2509 20250905 4351.200 ... 4450.600 4334.200 IF
5 IF2510 20250905 4342.400 ... 4446.200 4324.800 IF
6 IF2512 20250905 4325.000 ... 4427.200 4307.600 IF
7 IF2603 20250905 4302.600 ... 4410.200 4286.600 IF
8 IH2509 20250905 2904.800 ... 2939.200 2893.400 IH
9 IH2510 20250905 2901.200 ... 2938.800 2892.800 IH
10 IH2512 20250905 2903.800 ... 2938.400 2894.000 IH
11 IH2603 20250905 2906.000 ... 2942.400 2897.000 IH
12 IM2509 20250905 7021.400 ... 7206.200 6974.200 IM
13 IM2510 20250905 6969.000 ... 7151.600 6913.800 IM
14 IM2512 20250905 6828.200 ... 7015.400 6778.800 IM
15 IM2603 20250905 6636.000 ... 6843.000 6604.400 IM
16 T2509 20250905 108.310 ... 108.055 108.385 T
17 T2512 20250905 108.200 ... 107.920 108.270 T
18 T2603 20250905 107.925 ... 107.670 108.005 T
19 TF2509 20250905 105.730 ... 105.690 105.815 TF
20 TF2512 20250905 105.680 ... 105.580 105.745 TF
21 TF2603 20250905 105.615 ... 105.505 105.645 TF
22 TL2509 20250905 117.620 ... 116.740 117.850 TL
23 TL2512 20250905 117.150 ... 116.300 117.400 TL
24 TL2603 20250905 117.000 ... 115.950 117.050 TL
25 TS2509 20250905 102.304 ... 102.344 102.358 TS
26 TS2512 20250905 102.426 ... 102.388 102.440 TS
27 TS2603 20250905 102.390 ... 102.356 102.396 TS
[28 rows x 12 columns]
2025-09-12 16:26:51,646 - future_1d - INFO - ak.get_cffex_daily('2025-09-05') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250905 8285.0 8395.0 ... 238664.01 8328.0 8302.0 AP
1 AP511 20250905 8120.0 8230.0 ... 3597.06 8179.0 8138.0 AP
2 AP512 20250905 8160.0 8219.0 ... 261.34 8167.0 8141.0 AP
3 AP601 20250905 8226.0 8300.0 ... 215008.96 8249.0 8208.0 AP
4 AP603 20250905 8102.0 8174.0 ... 73.31 8145.0 8094.0 AP
5 AP604 20250905 8187.0 8187.0 ... 8.19 8187.0 8095.0 AP
6 AP605 20250905 8173.0 8240.0 ... 1196.74 8197.0 8156.0 AP
7 CF509 20250905 13565.0 13580.0 ... 14820.69 13565.0 13590.0 CF
8 CF511 20250905 13885.0 13905.0 ... 173526.91 13860.0 13865.0 CF
9 CF601 20250905 14010.0 14030.0 ... 1292368.73 13985.0 14000.0 CF
10 CF603 20250905 13960.0 13985.0 ... 1763.76 13945.0 13975.0 CF
11 CF605 20250905 13950.0 13975.0 ... 95803.96 13930.0 13950.0 CF
12 CF607 20250905 13940.0 13975.0 ... 585.48 13940.0 13975.0 CF
13 CJ509 20250905 9910.0 10025.0 ... 338.54 9955.0 9925.0 CJ
14 CJ512 20250905 10885.0 10970.0 ... 4511.15 10925.0 10900.0 CJ
15 CJ601 20250905 10970.0 11035.0 ... 533839.84 10990.0 11000.0 CJ
16 CJ603 20250905 11000.0 11085.0 ... 6719.88 11045.0 11065.0 CJ
17 CJ605 20250905 11105.0 11175.0 ... 71750.00 11130.0 11150.0 CJ
18 CJ607 20250905 11255.0 11330.0 ... 1591.65 11290.0 11335.0 CJ
19 CY509 20250905 20200.0 20200.0 ... 484.80 20200.0 20100.0 CY
20 CY510 20250905 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250905 19960.0 20010.0 ... 114486.47 19975.0 19990.0 CY
22 CY512 20250905 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250905 19975.0 20005.0 ... 749.14 19975.0 19985.0 CY
24 CY602 20250905 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250905 0.0 0.0 ... 0.00 20340.0 20340.0 CY
26 CY604 20250905 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250905 0.0 0.0 ... 0.00 20230.0 20215.0 CY
28 CY606 20250905 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250905 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250905 0.0 0.0 ... 0.00 20245.0 20245.0 CY
31 FG509 20250905 950.0 996.0 ... 569.51 969.0 943.0 FG
32 FG510 20250905 1056.0 1107.0 ... 77239.91 1080.0 1052.0 FG
33 FG511 20250905 1042.0 1102.0 ... 242032.61 1070.0 1043.0 FG
34 FG512 20250905 1149.0 1204.0 ... 105130.41 1170.0 1144.0 FG
35 FG601 20250905 1141.0 1200.0 ... 5627248.91 1166.0 1133.0 FG
36 FG602 20250905 1192.0 1251.0 ... 33346.18 1216.0 1185.0 FG
37 FG603 20250905 1193.0 1254.0 ... 2482.73 1221.0 1186.0 FG
38 FG604 20250905 1248.0 1302.0 ... 522.23 1274.0 1236.0 FG
39 FG605 20250905 1237.0 1300.0 ... 133109.67 1267.0 1233.0 FG
40 FG606 20250905 1274.0 1327.0 ... 1111.88 1302.0 1267.0 FG
41 FG607 20250905 1262.0 1322.0 ... 2168.71 1302.0 1259.0 FG
42 FG608 20250905 1300.0 1345.0 ... 1077.24 1323.0 1301.0 FG
43 JR509 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250905 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250905 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250905 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250905 2231.0 2260.0 ... 1928.73 2243.0 2223.0 MA
53 MA510 20250905 2288.0 2321.0 ... 36624.97 2308.0 2285.0 MA
54 MA511 20250905 2311.0 2354.0 ... 132394.36 2332.0 2309.0 MA
55 MA512 20250905 2351.0 2397.0 ... 80797.45 2374.0 2352.0 MA
56 MA601 20250905 2381.0 2424.0 ... 1645665.06 2403.0 2380.0 MA
57 MA602 20250905 2392.0 2433.0 ... 20307.40 2412.0 2392.0 MA
58 MA603 20250905 2397.0 2433.0 ... 224.88 2418.0 2394.0 MA
59 MA604 20250905 2403.0 2426.0 ... 14.46 2411.0 2391.0 MA
60 MA605 20250905 2383.0 2417.0 ... 133833.05 2398.0 2380.0 MA
61 MA606 20250905 2401.0 2420.0 ... 26.52 2411.0 2389.0 MA
62 MA607 20250905 2385.0 2402.0 ... 105.39 2395.0 2382.0 MA
63 MA608 20250905 2387.0 2408.0 ... 26.39 2399.0 2381.0 MA
64 OI509 20250905 9950.0 9950.0 ... 497.50 9950.0 9877.0 OI
65 OI511 20250905 9847.0 9966.0 ... 488126.24 9887.0 9818.0 OI
66 OI601 20250905 9725.0 9837.0 ... 2381825.32 9763.0 9713.0 OI
67 OI603 20250905 9617.0 9712.0 ... 3584.99 9637.0 9620.0 OI
68 OI605 20250905 9510.0 9601.0 ... 158836.79 9527.0 9519.0 OI
69 OI607 20250905 9487.0 9547.0 ... 786.00 9470.0 9495.0 OI
70 PF509 20250905 6280.0 6284.0 ... 331.55 6256.0 6280.0 PF
71 PF510 20250905 6330.0 6358.0 ... 93470.28 6332.0 6358.0 PF
72 PF511 20250905 6328.0 6346.0 ... 608979.26 6322.0 6352.0 PF
73 PF512 20250905 6318.0 6338.0 ... 326535.74 6314.0 6344.0 PF
74 PF601 20250905 6370.0 6386.0 ... 30673.76 6366.0 6384.0 PF
75 PF602 20250905 6380.0 6400.0 ... 97289.78 6372.0 6404.0 PF
76 PF603 20250905 6404.0 6404.0 ... 31.92 6384.0 6402.0 PF
77 PF604 20250905 0.0 0.0 ... 0.00 6446.0 6446.0 PF
78 PF605 20250905 6446.0 6446.0 ... 28.98 6440.0 6462.0 PF
79 PF606 20250905 0.0 0.0 ... 0.00 6474.0 6474.0 PF
80 PF607 20250905 6456.0 6494.0 ... 48.45 6460.0 6488.0 PF
81 PF608 20250905 6456.0 6478.0 ... 38.82 6470.0 6514.0 PF
82 PK510 20250905 7966.0 7988.0 ... 29219.32 7970.0 7956.0 PK
83 PK511 20250905 7792.0 7836.0 ... 232328.72 7818.0 7780.0 PK
84 PK512 20250905 7784.0 7826.0 ... 48245.69 7812.0 7778.0 PK
85 PK601 20250905 7820.0 7856.0 ... 25190.10 7844.0 7826.0 PK
86 PK603 20250905 7854.0 7856.0 ... 94.24 7854.0 7840.0 PK
87 PK604 20250905 7866.0 7874.0 ... 70.79 7866.0 7854.0 PK
88 PK605 20250905 7872.0 7888.0 ... 2277.01 7880.0 7856.0 PK
89 PL601 20250905 6378.0 6425.0 ... 26053.98 6398.0 6378.0 PL
90 PL602 20250905 6425.0 6459.0 ... 128.72 6436.0 6413.0 PL
91 PL603 20250905 6462.0 6476.0 ... 77.49 6458.0 6423.0 PL
92 PL604 20250905 0.0 0.0 ... 0.00 6475.0 6475.0 PL
93 PL605 20250905 6381.0 6402.0 ... 127.78 6389.0 6375.0 PL
94 PL606 20250905 6424.0 6424.0 ... 12.85 6424.0 6438.0 PL
95 PL607 20250905 6464.0 6464.0 ... 12.93 6464.0 6448.0 PL
96 PL608 20250905 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250905 5650.0 5696.0 ... 980.63 5620.0 5804.0 PR
104 PR510 20250905 5836.0 5846.0 ... 27387.32 5822.0 5836.0 PR
105 PR511 20250905 5818.0 5844.0 ... 331962.79 5822.0 5828.0 PR
106 PR512 20250905 5830.0 5854.0 ... 194654.50 5830.0 5836.0 PR
107 PR601 20250905 5840.0 5860.0 ... 150775.37 5836.0 5844.0 PR
108 PR602 20250905 5864.0 5864.0 ... 52.75 5862.0 5878.0 PR
109 PR603 20250905 5878.0 5908.0 ... 132.61 5894.0 5900.0 PR
110 PR604 20250905 5898.0 5906.0 ... 35.38 5896.0 5912.0 PR
111 PR605 20250905 5910.0 5944.0 ... 177.26 5910.0 5914.0 PR
112 PR606 20250905 5906.0 5968.0 ... 88.90 5928.0 5938.0 PR
113 PR607 20250905 5918.0 5932.0 ... 115.55 5926.0 5934.0 PR
114 PR608 20250905 5918.0 5926.0 ... 115.51 5924.0 5920.0 PR
115 PX509 20250905 0.0 0.0 ... 0.00 6704.0 6714.0 PX
116 PX510 20250905 6698.0 6738.0 ... 23023.90 6704.0 6702.0 PX
117 PX511 20250905 6682.0 6728.0 ... 616334.44 6688.0 6698.0 PX
118 PX512 20250905 6662.0 6710.0 ... 197875.21 6670.0 6684.0 PX
119 PX601 20250905 6642.0 6690.0 ... 134563.81 6654.0 6670.0 PX
120 PX602 20250905 6640.0 6680.0 ... 11329.26 6646.0 6658.0 PX
121 PX603 20250905 6636.0 6636.0 ... 6.64 6636.0 6660.0 PX
122 PX604 20250905 6650.0 6650.0 ... 6.65 6650.0 6668.0 PX
123 PX605 20250905 6626.0 6684.0 ... 233.13 6662.0 6664.0 PX
124 PX606 20250905 0.0 0.0 ... 0.00 6668.0 6640.0 PX
125 PX607 20250905 6670.0 6670.0 ... 3.34 6670.0 6648.0 PX
126 PX608 20250905 0.0 0.0 ... 0.00 6670.0 6652.0 PX
127 RI509 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250905 2579.0 2585.0 ... 642.90 2582.0 2566.0 RM
134 RM511 20250905 2534.0 2563.0 ... 17550.78 2546.0 2544.0 RM
135 RM601 20250905 2514.0 2556.0 ... 934779.72 2536.0 2524.0 RM
136 RM603 20250905 2407.0 2433.0 ... 15164.52 2424.0 2422.0 RM
137 RM605 20250905 2384.0 2405.0 ... 147596.53 2396.0 2401.0 RM
138 RM607 20250905 2378.0 2393.0 ... 22128.45 2385.0 2389.0 RM
139 RM608 20250905 2481.0 2488.0 ... 151.28 2480.0 2487.0 RM
140 RS509 20250905 0.0 0.0 ... 0.00 4824.0 4804.0 RS
141 RS511 20250905 5254.0 5254.0 ... 125.19 5216.0 5144.0 RS
142 RS607 20250905 5492.0 5600.0 ... 187.90 5527.0 5504.0 RS
143 RS608 20250905 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250905 1150.0 1185.0 ... 895.12 1159.0 1152.0 SA
145 SA510 20250905 1206.0 1229.0 ... 72080.37 1214.0 1201.0 SA
146 SA511 20250905 1206.0 1242.0 ... 354046.45 1222.0 1206.0 SA
147 SA512 20250905 1266.0 1302.0 ... 271169.90 1280.0 1258.0 SA
148 SA601 20250905 1275.0 1311.0 ... 3744782.89 1288.0 1269.0 SA
149 SA602 20250905 1303.0 1343.0 ... 36036.90 1312.0 1302.0 SA
150 SA603 20250905 1310.0 1348.0 ... 3645.74 1328.0 1301.0 SA
151 SA604 20250905 1352.0 1389.0 ... 919.27 1372.0 1341.0 SA
152 SA605 20250905 1356.0 1394.0 ... 124433.11 1370.0 1351.0 SA
153 SA606 20250905 1366.0 1401.0 ... 1069.59 1385.0 1360.0 SA
154 SA607 20250905 1366.0 1400.0 ... 3079.30 1390.0 1364.0 SA
155 SA608 20250905 1398.0 1412.0 ... 2441.60 1406.0 1391.0 SA
156 SF509 20250905 5338.0 5472.0 ... 913.40 5424.0 5320.0 SF
157 SF510 20250905 5340.0 5492.0 ... 70071.14 5414.0 5330.0 SF
158 SF511 20250905 5510.0 5674.0 ... 592885.87 5584.0 5492.0 SF
159 SF512 20250905 5468.0 5628.0 ... 90557.63 5534.0 5454.0 SF
160 SF601 20250905 5470.0 5634.0 ... 233692.05 5550.0 5458.0 SF
161 SF602 20250905 5424.0 5596.0 ... 22536.29 5512.0 5426.0 SF
162 SF603 20250905 5626.0 5760.0 ... 1083.41 5688.0 5612.0 SF
163 SF604 20250905 5620.0 5728.0 ... 82.41 5684.0 5598.0 SF
164 SF605 20250905 5606.0 5724.0 ... 5456.02 5654.0 5594.0 SF
165 SF606 20250905 5580.0 5690.0 ... 863.59 5644.0 5538.0 SF
166 SF607 20250905 5720.0 5822.0 ... 52.09 5788.0 5704.0 SF
167 SF608 20250905 5708.0 5738.0 ... 17.18 5728.0 5686.0 SF
168 SH509 20250905 0.0 0.0 ... 0.00 2495.0 2494.0 SH
169 SH510 20250905 2598.0 2620.0 ... 112602.99 2595.0 2600.0 SH
170 SH511 20250905 2633.0 2652.0 ... 741039.69 2623.0 2634.0 SH
171 SH512 20250905 2633.0 2656.0 ... 261543.05 2633.0 2637.0 SH
172 SH601 20250905 2602.0 2622.0 ... 3413838.96 2606.0 2603.0 SH
173 SH602 20250905 2610.0 2631.0 ... 72469.99 2616.0 2612.0 SH
174 SH603 20250905 2635.0 2647.0 ... 1911.38 2633.0 2628.0 SH
175 SH604 20250905 2690.0 2694.0 ... 482.43 2680.0 2671.0 SH
176 SH605 20250905 2680.0 2712.0 ... 25589.28 2692.0 2685.0 SH
177 SH606 20250905 2708.0 2711.0 ... 178.02 2697.0 2690.0 SH
178 SH607 20250905 2681.0 2698.0 ... 56.38 2685.0 2679.0 SH
179 SH608 20250905 2686.0 2710.0 ... 24.26 2695.0 2687.0 SH
180 SM509 20250905 5628.0 5768.0 ... 1718.10 5670.0 5630.0 SM
181 SM510 20250905 5664.0 5806.0 ... 36692.06 5736.0 5632.0 SM
182 SM511 20250905 5740.0 5890.0 ... 238423.41 5800.0 5712.0 SM
183 SM512 20250905 5742.0 5896.0 ... 88923.70 5816.0 5718.0 SM
184 SM601 20250905 5742.0 5904.0 ... 737202.52 5816.0 5724.0 SM
185 SM602 20250905 5760.0 5908.0 ... 111844.22 5808.0 5730.0 SM
186 SM603 20250905 5756.0 5920.0 ... 153.02 5886.0 5744.0 SM
187 SM604 20250905 5768.0 5930.0 ... 70.27 5856.0 5750.0 SM
188 SM605 20250905 5788.0 5938.0 ... 10072.20 5842.0 5762.0 SM
189 SM606 20250905 5784.0 5918.0 ... 64.10 5828.0 5776.0 SM
190 SM607 20250905 5828.0 5944.0 ... 114.39 5866.0 5782.0 SM
191 SM608 20250905 5832.0 5956.0 ... 29.57 5914.0 5796.0 SM
192 SR509 20250905 5550.0 5550.0 ... 831.60 5544.0 5568.0 SR
193 SR511 20250905 5549.0 5572.0 ... 202902.95 5532.0 5558.0 SR
194 SR601 20250905 5526.0 5537.0 ... 1036699.10 5522.0 5540.0 SR
195 SR603 20250905 5517.0 5522.0 ... 4060.45 5509.0 5526.0 SR
196 SR605 20250905 5515.0 5519.0 ... 54381.46 5506.0 5518.0 SR
197 SR607 20250905 5511.0 5518.0 ... 3550.73 5505.0 5517.0 SR
198 TA509 20250905 4578.0 4578.0 ... 29397.45 4528.0 4594.0 TA
199 TA510 20250905 4628.0 4644.0 ... 98964.24 4620.0 4650.0 TA
200 TA511 20250905 4640.0 4658.0 ... 264156.65 4632.0 4660.0 TA
201 TA512 20250905 4648.0 4670.0 ... 98827.42 4644.0 4672.0 TA
202 TA601 20250905 4658.0 4680.0 ... 1432021.54 4656.0 4676.0 TA
203 TA602 20250905 4662.0 4688.0 ... 11052.76 4666.0 4680.0 TA
204 TA603 20250905 4674.0 4702.0 ... 133.36 4680.0 4714.0 TA
205 TA604 20250905 4700.0 4700.0 ... 9.40 4700.0 4696.0 TA
206 TA605 20250905 4688.0 4716.0 ... 39060.58 4692.0 4712.0 TA
207 TA606 20250905 4692.0 4722.0 ... 25.84 4700.0 4718.0 TA
208 TA607 20250905 4710.0 4726.0 ... 9.41 4704.0 4730.0 TA
209 TA608 20250905 4722.0 4722.0 ... 4.72 4716.0 4752.0 TA
210 UR509 20250905 1662.0 1680.0 ... 237.58 1673.0 1661.0 UR
211 UR510 20250905 1681.0 1695.0 ... 4018.63 1681.0 1679.0 UR
212 UR511 20250905 1700.0 1719.0 ... 33630.79 1714.0 1710.0 UR
213 UR512 20250905 1715.0 1721.0 ... 13217.86 1717.0 1712.0 UR
214 UR601 20250905 1718.0 1722.0 ... 558936.76 1718.0 1713.0 UR
215 UR602 20250905 1712.0 1720.0 ... 277.96 1716.0 1710.0 UR
216 UR603 20250905 1759.0 1762.0 ... 119.61 1759.0 1764.0 UR
217 UR604 20250905 1763.0 1764.0 ... 42.31 1763.0 1757.0 UR
218 UR605 20250905 1757.0 1762.0 ... 19767.50 1757.0 1754.0 UR
219 UR606 20250905 1743.0 1758.0 ... 175.48 1755.0 1750.0 UR
220 UR607 20250905 1770.0 1783.0 ... 56.83 1776.0 1777.0 UR
221 UR608 20250905 1773.0 1779.0 ... 39.06 1775.0 1773.0 UR
222 WH509 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 16:26:52,841 - future_1d - INFO - ak.get_czce_daily('2025-09-05') done
symbol date open ... settle pre_settle variety
0 PS2509 20250905 55280.0 ... 55930.0 52230.0 PS
1 PS2510 20250905 52425.0 ... 55640.0 52170.0 PS
2 PS2511 20250905 52350.0 ... 54875.0 52055.0 PS
3 PS2512 20250905 54600.0 ... 57355.0 54320.0 PS
4 PS2601 20250905 54460.0 ... 57150.0 54280.0 PS
5 PS2602 20250905 54735.0 ... 56965.0 54405.0 PS
6 PS2603 20250905 55095.0 ... 57685.0 54535.0 PS
7 PS2604 20250905 55205.0 ... 58010.0 54620.0 PS
8 PS2605 20250905 54725.0 ... 57385.0 54510.0 PS
9 PS2606 20250905 56800.0 ... 59380.0 56630.0 PS
10 PS2607 20250905 57000.0 ... 59285.0 56715.0 PS
11 PS2608 20250905 57000.0 ... 59595.0 56760.0 PS
13 SI2509 20250905 8565.0 ... 8690.0 8560.0 SI
14 SI2510 20250905 8525.0 ... 8710.0 8500.0 SI
15 SI2511 20250905 8545.0 ... 8715.0 8505.0 SI
16 SI2512 20250905 8890.0 ... 9075.0 8865.0 SI
17 SI2601 20250905 8880.0 ... 9065.0 8845.0 SI
18 SI2602 20250905 8890.0 ... 8995.0 8865.0 SI
19 SI2603 20250905 9010.0 ... 9115.0 8840.0 SI
20 SI2604 20250905 8970.0 ... 9140.0 8875.0 SI
21 SI2605 20250905 8895.0 ... 9110.0 8890.0 SI
22 SI2606 20250905 8975.0 ... 9180.0 8900.0 SI
23 SI2607 20250905 8940.0 ... 9165.0 8935.0 SI
24 SI2608 20250905 9005.0 ... 9170.0 8935.0 SI
27 LC2509 20250905 73300.0 ... 74640.0 73300.0 LC
28 LC2510 20250905 73240.0 ... 74160.0 73040.0 LC
29 LC2511 20250905 73380.0 ... 74140.0 73240.0 LC
30 LC2512 20250905 73600.0 ... 74240.0 73300.0 LC
31 LC2601 20250905 73500.0 ... 74160.0 73280.0 LC
32 LC2602 20250905 73120.0 ... 74000.0 72920.0 LC
33 LC2603 20250905 72960.0 ... 73740.0 73040.0 LC
34 LC2604 20250905 73280.0 ... 73860.0 73320.0 LC
35 LC2605 20250905 73460.0 ... 73880.0 73160.0 LC
36 LC2606 20250905 72680.0 ... 73780.0 72840.0 LC
37 LC2607 20250905 73080.0 ... 73660.0 72940.0 LC
38 LC2608 20250905 72940.0 ... 74220.0 73020.0 LC
[36 rows x 12 columns]
2025-09-12 16:26:53,115 - future_1d - INFO - ak.get_gfex_daily('2025-09-05') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250905 ... 79980 79910 CU
1 1 CU2510 20250905 ... 79940 79980 CU
2 2 CU2511 20250905 ... 79930 79960 CU
3 3 CU2512 20250905 ... 79880 79910 CU
4 4 CU2601 20250905 ... 79900 79870 CU
5 5 CU2602 20250905 ... 79890 79930 CU
6 6 CU2603 20250905 ... 79850 79850 CU
7 7 CU2604 20250905 ... 79890 79910 CU
8 8 CU2605 20250905 ... 80000 79980 CU
9 9 CU2606 20250905 ... 79900 79790 CU
10 10 CU2607 20250905 ... 79880 79820 CU
11 11 CU2608 20250905 ... 79920 79860 CU
12 12 BC2509 20250905 ... 70330 70130 BC
13 13 BC2510 20250905 ... 70890 71020 BC
14 14 BC2511 20250905 ... 70950 71020 BC
15 15 BC2512 20250905 ... 70790 71100 BC
16 16 BC2601 20250905 ... 71280 71280 BC
17 17 BC2602 20250905 ... 70900 70700 BC
18 18 BC2603 20250905 ... 71360 71360 BC
19 19 BC2604 20250905 ... 71200 71200 BC
20 20 BC2605 20250905 ... 71170 71170 BC
21 21 BC2606 20250905 ... 70700 70700 BC
22 22 BC2607 20250905 ... 70900 70600 BC
23 23 BC2608 20250905 ... 70800 70440 BC
24 24 AL2509 20250905 ... 20675 20630 AL
25 25 AL2510 20250905 ... 20670 20635 AL
26 26 AL2511 20250905 ... 20655 20630 AL
27 27 AL2512 20250905 ... 20640 20620 AL
28 28 AL2601 20250905 ... 20625 20615 AL
29 29 AL2602 20250905 ... 20625 20590 AL
30 30 AL2603 20250905 ... 20665 20635 AL
31 31 AL2604 20250905 ... 20700 20665 AL
32 32 AL2605 20250905 ... 20725 20675 AL
33 33 AL2606 20250905 ... 20740 20690 AL
34 34 AL2607 20250905 ... 20750 20720 AL
35 35 AL2608 20250905 ... 20720 20690 AL
36 36 ZN2509 20250905 ... 22070 22085 ZN
37 37 ZN2510 20250905 ... 22115 22135 ZN
38 38 ZN2511 20250905 ... 22115 22140 ZN
39 39 ZN2512 20250905 ... 22120 22170 ZN
40 40 ZN2601 20250905 ... 22125 22135 ZN
41 41 ZN2602 20250905 ... 22165 22110 ZN
42 42 ZN2603 20250905 ... 22175 22140 ZN
43 43 ZN2604 20250905 ... 22165 22180 ZN
44 44 ZN2605 20250905 ... 22185 22185 ZN
45 45 ZN2606 20250905 ... 22220 22160 ZN
46 46 ZN2607 20250905 ... 22225 22190 ZN
47 47 ZN2608 20250905 ... 22205 22185 ZN
48 48 PB2509 20250905 ... 16815 16810 PB
49 49 PB2510 20250905 ... 16880 16865 PB
50 50 PB2511 20250905 ... 16885 16875 PB
51 51 PB2512 20250905 ... 16900 16890 PB
52 52 PB2601 20250905 ... 16910 16880 PB
53 53 PB2602 20250905 ... 16925 16910 PB
54 54 PB2603 20250905 ... 16960 16960 PB
55 55 PB2604 20250905 ... 16995 16995 PB
56 56 PB2605 20250905 ... 16995 17010 PB
57 57 PB2606 20250905 ... 17020 17020 PB
58 58 PB2607 20250905 ... 17065 17050 PB
59 59 PB2608 20250905 ... 17080 17080 PB
60 60 NI2509 20250905 ... 120700 121070 NI
61 61 NI2510 20250905 ... 121100 121510 NI
62 62 NI2511 20250905 ... 121240 121500 NI
63 63 NI2512 20250905 ... 121450 121730 NI
64 64 NI2601 20250905 ... 121700 121950 NI
65 65 NI2602 20250905 ... 121950 122290 NI
66 66 NI2603 20250905 ... 122210 122580 NI
67 67 NI2604 20250905 ... 122410 123220 NI
68 68 NI2605 20250905 ... 122470 122920 NI
69 69 NI2606 20250905 ... 122860 123610 NI
70 70 NI2607 20250905 ... 123070 123650 NI
71 71 NI2608 20250905 ... 123420 123810 NI
72 72 SN2509 20250905 ... 271760 272280 SN
73 73 SN2510 20250905 ... 272250 272800 SN
74 74 SN2511 20250905 ... 272440 273040 SN
75 75 SN2512 20250905 ... 272380 273170 SN
76 76 SN2601 20250905 ... 272240 272850 SN
77 77 SN2602 20250905 ... 271860 272590 SN
78 78 SN2603 20250905 ... 272070 272670 SN
79 79 SN2604 20250905 ... 273030 273030 SN
80 80 SN2605 20250905 ... 273110 272840 SN
81 81 SN2606 20250905 ... 272980 273740 SN
82 82 SN2607 20250905 ... 272930 273700 SN
83 83 SN2608 20250905 ... 272970 274450 SN
84 84 AO2509 20250905 ... 2948 2950 AO
85 85 AO2510 20250905 ... 2968 2962 AO
86 86 AO2511 20250905 ... 2975 2966 AO
87 87 AO2512 20250905 ... 2979 2966 AO
88 88 AO2601 20250905 ... 2985 2973 AO
89 89 AO2602 20250905 ... 2982 2970 AO
90 90 AO2603 20250905 ... 3025 2974 AO
91 91 AO2604 20250905 ... 3029 2988 AO
92 92 AO2605 20250905 ... 3051 2996 AO
93 93 AO2606 20250905 ... 3062 2996 AO
94 94 AO2607 20250905 ... 3075 3002 AO
95 95 AO2608 20250905 ... 3072 2999 AO
96 96 AD2511 20250905 ... 20260 20235 AD
97 97 AD2512 20250905 ... 20295 20270 AD
98 98 AD2601 20250905 ... 20285 20255 AD
99 99 AD2602 20250905 ... 20250 20345 AD
100 100 AD2603 20250905 ... 20310 20310 AD
101 101 AD2604 20250905 ... 20240 20240 AD
102 102 AD2605 20250905 ... 20185 20205 AD
103 103 AD2606 20250905 ... 20155 20155 AD
104 104 AD2607 20250905 ... 20135 20135 AD
105 105 AD2608 20250905 ... 20170 20170 AD
106 106 AU2509 20250905 ... 814.12 816.08 AU
107 107 AU2510 20250905 ... 814.56 816.1 AU
108 108 AU2511 20250905 ... 816.12 817.06 AU
109 109 AU2512 20250905 ... 816.56 817.6 AU
110 110 AU2602 20250905 ... 818.66 819.98 AU
111 111 AU2604 20250905 ... 820.78 822.1 AU
112 112 AU2606 20250905 ... 823.36 824.12 AU
113 113 AU2608 20250905 ... 825.28 826.8 AU
114 114 AG2509 20250905 ... 9760 9786 AG
115 115 AG2510 20250905 ... 9763 9846 AG
116 116 AG2511 20250905 ... 9774 9853 AG
117 117 AG2512 20250905 ... 9786 9856 AG
118 118 AG2601 20250905 ... 9794 9878 AG
119 119 AG2602 20250905 ... 9807 9886 AG
120 120 AG2603 20250905 ... 9822 9909 AG
121 121 AG2604 20250905 ... 9832 9907 AG
122 122 AG2605 20250905 ... 9843 9913 AG
123 123 AG2606 20250905 ... 9860 9924 AG
124 124 AG2607 20250905 ... 9876 9919 AG
125 125 AG2608 20250905 ... 9888 9962 AG
126 126 RB2509 20250905 ... 2967 2961 RB
127 127 RB2510 20250905 ... 3042 3030 RB
128 128 RB2511 20250905 ... 3064 3053 RB
129 129 RB2512 20250905 ... 3110 3093 RB
130 130 RB2601 20250905 ... 3126 3110 RB
131 131 RB2602 20250905 ... 3122 3105 RB
132 132 RB2603 20250905 ... 3139 3125 RB
133 133 RB2604 20250905 ... 3167 3143 RB
134 134 RB2605 20250905 ... 3172 3158 RB
135 135 RB2606 20250905 ... 3185 3174 RB
136 136 RB2607 20250905 ... 3206 3200 RB
137 137 RB2608 20250905 ... 3216 3198 RB
138 138 WR2509 20250905 ... 3342 3342 WR
139 139 WR2510 20250905 ... 3289 3265 WR
140 140 WR2511 20250905 ... 3311 3311 WR
141 141 WR2512 20250905 ... 3349 3349 WR
142 142 WR2601 20250905 ... 3336 3336 WR
143 143 WR2602 20250905 ... 3337 3337 WR
144 144 WR2603 20250905 ... 3435 3435 WR
145 145 WR2604 20250905 ... 3400 3400 WR
146 146 WR2605 20250905 ... 3429 3429 WR
147 147 WR2606 20250905 ... 3375 3375 WR
148 148 WR2607 20250905 ... 3387 3387 WR
149 149 WR2608 20250905 ... 3374 3350 WR
150 150 HC2509 20250905 ... 3377 3371 HC
151 151 HC2510 20250905 ... 3344 3320 HC
152 152 HC2511 20250905 ... 3331 3312 HC
153 153 HC2512 20250905 ... 3341 3321 HC
154 154 HC2601 20250905 ... 3320 3306 HC
155 155 HC2602 20250905 ... 3320 3302 HC
156 156 HC2603 20250905 ... 3325 3311 HC
157 157 HC2604 20250905 ... 3325 3316 HC
158 158 HC2605 20250905 ... 3331 3316 HC
159 159 HC2606 20250905 ... 3326 3314 HC
160 160 HC2607 20250905 ... 3328 3323 HC
161 161 HC2608 20250905 ... 3328 3317 HC
162 162 SS2509 20250905 ... 12730 12835 SS
163 163 SS2510 20250905 ... 12770 12890 SS
164 164 SS2511 20250905 ... 12845 12960 SS
165 165 SS2512 20250905 ... 12880 12995 SS
166 166 SS2601 20250905 ... 12940 13050 SS
167 167 SS2602 20250905 ... 12965 13095 SS
168 168 SS2603 20250905 ... 13030 13175 SS
169 169 SS2604 20250905 ... 13095 13225 SS
170 170 SS2605 20250905 ... 13190 13305 SS
171 171 SS2606 20250905 ... 13260 13360 SS
172 172 SS2607 20250905 ... 13320 13410 SS
173 173 SS2608 20250905 ... 13310 13455 SS
174 174 SC2510 20250905 ... 482.3 483.6 SC
175 175 SC2511 20250905 ... 481.9 484.6 SC
176 176 SC2512 20250905 ... 481.1 484.4 SC
177 177 SC2601 20250905 ... 479.5 483.6 SC
178 178 SC2602 20250905 ... 477.5 482.5 SC
179 179 SC2603 20250905 ... 475.2 480.3 SC
180 180 SC2604 20250905 ... 473.7 478.5 SC
181 181 SC2605 20250905 ... 472.5 475.5 SC
182 182 SC2606 20250905 ... 471.5 475.8 SC
183 183 SC2607 20250905 ... 470.4 473.9 SC
184 184 SC2608 20250905 ... 469 473.8 SC
185 185 SC2609 20250905 ... 467.9 474 SC
186 186 SC2612 20250905 ... 467.1 473.4 SC
187 187 SC2703 20250905 ... 466.8 470.9 SC
188 188 SC2706 20250905 ... 465 466.9 SC
189 189 SC2709 20250905 ... 464.6 468.8 SC
190 190 SC2712 20250905 ... 464.6 466.2 SC
191 191 SC2803 20250905 ... 462.6 468.1 SC
192 192 SC2806 20250905 ... 460.6 466.8 SC
193 193 SC2809 20250905 ... 458 464.1 SC
194 194 LU2510 20250905 ... 3366 3421 LU
195 195 LU2511 20250905 ... 3389 3442 LU
196 196 LU2512 20250905 ... 3386 3440 LU
197 197 LU2601 20250905 ... 3375 3423 LU
198 198 LU2602 20250905 ... 3358 3401 LU
199 199 LU2603 20250905 ... 3351 3403 LU
200 200 LU2604 20250905 ... 3350 3378 LU
201 201 LU2605 20250905 ... 3345 3362 LU
202 202 LU2606 20250905 ... 3337 3366 LU
203 203 LU2607 20250905 ... 3334 3370 LU
204 204 LU2608 20250905 ... 3337 3370 LU
205 205 LU2609 20250905 ... 3318 3360 LU
206 206 FU2510 20250905 ... 2786 2789 FU
207 207 FU2511 20250905 ... 2784 2797 FU
208 208 FU2512 20250905 ... 2763 2783 FU
209 209 FU2601 20250905 ... 2753 2776 FU
210 210 FU2602 20250905 ... 2744 2764 FU
211 211 FU2603 20250905 ... 2736 2753 FU
212 212 FU2604 20250905 ... 2726 2754 FU
213 213 FU2605 20250905 ... 2717 2740 FU
214 214 FU2606 20250905 ... 2714 2733 FU
215 215 FU2607 20250905 ... 2706 2725 FU
216 216 FU2608 20250905 ... 2706 2722 FU
217 217 FU2609 20250905 ... 2693 2705 FU
218 218 BU2509 20250905 ... 3483 3504 BU
219 219 BU2510 20250905 ... 3461 3499 BU
220 220 BU2511 20250905 ... 3430 3477 BU
221 221 BU2512 20250905 ... 3382 3428 BU
222 222 BU2601 20250905 ... 3355 3400 BU
223 223 BU2602 20250905 ... 3356 3404 BU
224 224 BU2603 20250905 ... 3352 3406 BU
225 225 BU2604 20250905 ... 3367 3427 BU
226 226 BU2605 20250905 ... 3361 3404 BU
227 227 BU2606 20250905 ... 3354 3398 BU
228 228 BU2607 20250905 ... 3347 3351 BU
229 229 BU2608 20250905 ... 3340 3378 BU
230 230 BU2609 20250905 ... 3332 3377 BU
231 231 BU2612 20250905 ... 3290 3311 BU
232 232 BU2703 20250905 ... 3287 3300 BU
233 233 BU2706 20250905 ... 3326 3310 BU
234 234 BR2509 20250905 ... 12050 11825 BR
235 235 BR2510 20250905 ... 11965 11800 BR
236 236 BR2511 20250905 ... 11940 11785 BR
237 237 BR2512 20250905 ... 11905 11765 BR
238 238 BR2601 20250905 ... 11900 11765 BR
239 239 BR2602 20250905 ... 11865 11800 BR
240 240 BR2603 20250905 ... 11875 11775 BR
241 241 BR2604 20250905 ... 12050 11885 BR
242 242 BR2605 20250905 ... 12035 11880 BR
243 243 BR2606 20250905 ... 11885 11905 BR
244 244 BR2607 20250905 ... 12285 12110 BR
245 245 BR2608 20250905 ... 12280 12135 BR
246 246 RU2509 20250905 ... 15165 14955 RU
247 247 RU2510 20250905 ... 15210 14965 RU
248 248 RU2511 20250905 ... 15145 14920 RU
249 249 RU2601 20250905 ... 16120 15880 RU
250 250 RU2603 20250905 ... 16130 15920 RU
251 251 RU2604 20250905 ... 16125 15935 RU
252 252 RU2605 20250905 ... 16195 15955 RU
253 253 RU2606 20250905 ... 16330 15900 RU
254 254 RU2607 20250905 ... 16250 15965 RU
255 255 RU2608 20250905 ... 16265 16115 RU
256 256 NR2509 20250905 ... 12790 12650 NR
257 257 NR2510 20250905 ... 12890 12720 NR
258 258 NR2511 20250905 ... 12955 12770 NR
259 259 NR2512 20250905 ... 12990 12810 NR
260 260 NR2601 20250905 ... 13025 12835 NR
261 261 NR2602 20250905 ... 13050 12835 NR
262 262 NR2603 20250905 ... 13010 12840 NR
263 263 NR2604 20250905 ... 13010 12830 NR
264 264 NR2605 20250905 ... 12990 12830 NR
265 265 NR2606 20250905 ... 13000 12870 NR
266 266 NR2607 20250905 ... 12880 12810 NR
267 267 NR2608 20250905 ... 12915 12885 NR
268 268 SP2509 20250905 ... 4988 4972 SP
269 269 SP2510 20250905 ... 5018 4998 SP
270 270 SP2511 20250905 ... 5038 5030 SP
271 271 SP2512 20250905 ... 5056 5044 SP
272 272 SP2601 20250905 ... 5314 5312 SP
273 273 SP2602 20250905 ... 5292 5290 SP
274 274 SP2603 20250905 ... 5308 5306 SP
275 275 SP2604 20250905 ... 5300 5328 SP
276 276 SP2605 20250905 ... 5324 5322 SP
277 277 SP2606 20250905 ... 5310 5310 SP
278 278 SP2607 20250905 ... 5328 5326 SP
279 279 SP2608 20250905 ... 5334 5344 SP
280 280 EC2510 20250905 ... 1318.7 1308.3 EC
281 281 EC2512 20250905 ... 1696 1676.5 EC
282 282 EC2602 20250905 ... 1531.5 1515.1 EC
283 283 EC2604 20250905 ... 1253 1249.5 EC
284 284 EC2606 20250905 ... 1445.6 1434.7 EC
285 285 EC2608 20250905 ... 1607 1603.8 EC
286 286 SC_TAS2510 20250905 ... SC_TAS
287 287 SC_TAS2511 20250905 ... SC_TAS
288 288 SC_TAS2512 20250905 ... SC_TAS
289 289 SC_TAS2601 20250905 ... SC_TAS
[290 rows x 13 columns]
2025-09-12 16:26:53,225 - future_1d - INFO - ak.get_shfe_daily('2025-09-05') done
2025-09-12 16:27:15,550 - future_1d - INFO - save future_daily 2025-09-05 completed
symbol date open ... settle pre_settle variety
0 a2509 20250908 0.00 ... 4067.00 4056.00 A
1 a2511 20250908 3971.00 ... 3973.00 3975.00 A
2 a2601 20250908 3978.00 ... 3973.00 3974.00 A
3 a2603 20250908 3978.00 ... 3974.00 3975.00 A
4 a2605 20250908 4021.00 ... 4019.00 4020.00 A
5 a2607 20250908 4024.00 ... 4023.00 4023.00 A
6 b2509 20250908 0.00 ... 3681.00 3681.00 B
7 b2510 20250908 3733.00 ... 3730.00 3693.00 B
8 b2511 20250908 3755.00 ... 3765.00 3732.00 B
9 b2512 20250908 3784.00 ... 3790.00 3760.00 B
10 b2601 20250908 3778.00 ... 3784.00 3758.00 B
11 b2602 20250908 3758.00 ... 3768.00 3740.00 B
12 b2603 20250908 3717.00 ... 3714.00 3702.00 B
13 b2604 20250908 3603.00 ... 3600.00 3594.00 B
14 b2605 20250908 3531.00 ... 3526.00 3521.00 B
15 b2606 20250908 3509.00 ... 3500.00 3503.00 B
16 b2607 20250908 3512.00 ... 3506.00 3507.00 B
17 b2608 20250908 3600.00 ... 3597.00 3593.00 B
18 bb2509 20250908 0.00 ... 136.00 136.00 BB
19 bb2511 20250908 140.45 ... 141.20 141.50 BB
20 bb2601 20250908 147.20 ... 146.90 146.30 BB
21 bb2603 20250908 0.00 ... 146.35 145.75 BB
22 bb2605 20250908 0.00 ... 140.70 140.15 BB
23 bb2607 20250908 0.00 ... 145.50 144.95 BB
24 bz2603 20250908 6010.00 ... 6013.00 6020.00 BZ
25 bz2604 20250908 5995.00 ... 5998.00 5987.00 BZ
26 bz2605 20250908 6013.00 ... 6012.00 5989.00 BZ
27 bz2606 20250908 0.00 ... 5991.00 5991.00 BZ
28 bz2607 20250908 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250908 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250908 2297.00 ... 2285.00 2297.00 C
31 c2511 20250908 2227.00 ... 2226.00 2219.00 C
32 c2601 20250908 2208.00 ... 2203.00 2200.00 C
33 c2603 20250908 2211.00 ... 2212.00 2210.00 C
34 c2605 20250908 2265.00 ... 2266.00 2260.00 C
35 c2607 20250908 2273.00 ... 2274.00 2271.00 C
36 cs2509 20250908 2498.00 ... 2502.00 2496.00 CS
37 cs2511 20250908 2519.00 ... 2523.00 2512.00 CS
38 cs2601 20250908 2543.00 ... 2540.00 2537.00 CS
39 cs2603 20250908 2548.00 ... 2547.00 2543.00 CS
40 cs2605 20250908 2616.00 ... 2617.00 2610.00 CS
41 cs2607 20250908 2616.00 ... 2620.00 2610.00 CS
42 eb2509 20250908 7019.00 ... 6962.00 6975.00 EB
43 eb2510 20250908 7089.00 ... 7062.00 7064.00 EB
44 eb2511 20250908 7091.00 ... 7072.00 7077.00 EB
45 eb2512 20250908 7096.00 ... 7080.00 7087.00 EB
46 eb2601 20250908 7146.00 ... 7108.00 7113.00 EB
47 eb2602 20250908 7146.00 ... 7136.00 7136.00 EB
48 eb2603 20250908 7177.00 ... 7167.00 7183.00 EB
49 eb2604 20250908 7184.00 ... 7193.00 7205.00 EB
50 eb2605 20250908 7210.00 ... 7207.00 7222.00 EB
51 eb2606 20250908 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250908 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250908 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250908 4399.00 ... 4386.00 4428.00 EG
55 eg2510 20250908 4387.00 ... 4383.00 4365.00 EG
56 eg2511 20250908 4369.00 ... 4372.00 4354.00 EG
57 eg2512 20250908 4365.00 ... 4354.00 4350.00 EG
58 eg2601 20250908 4358.00 ... 4344.00 4354.00 EG
59 eg2602 20250908 4357.00 ... 4357.00 4350.00 EG
60 eg2603 20250908 4360.00 ... 4349.00 4365.00 EG
61 eg2604 20250908 4382.00 ... 4372.00 4365.00 EG
62 eg2605 20250908 4366.00 ... 4372.00 4383.00 EG
63 eg2606 20250908 4371.00 ... 4371.00 4408.00 EG
64 eg2607 20250908 4384.00 ... 4384.00 4447.00 EG
65 eg2608 20250908 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250908 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250908 1276.50 ... 1274.50 1277.00 FB
68 fb2511 20250908 1255.00 ... 1258.50 1253.50 FB
69 fb2512 20250908 1257.00 ... 1257.50 1253.50 FB
70 fb2601 20250908 1245.00 ... 1249.50 1247.00 FB
71 fb2602 20250908 1241.00 ... 1241.50 1241.00 FB
72 fb2603 20250908 1237.00 ... 1245.00 1245.00 FB
73 fb2604 20250908 1255.00 ... 1255.00 1259.00 FB
74 fb2605 20250908 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250908 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250908 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250908 1305.50 ... 1291.50 1244.00 FB
78 i2509 20250908 849.50 ... 835.00 834.00 I
79 i2510 20250908 809.50 ... 810.50 807.50 I
80 i2511 20250908 807.50 ... 805.00 802.50 I
81 i2512 20250908 801.00 ... 798.50 796.50 I
82 i2601 20250908 791.00 ... 789.00 787.00 I
83 i2602 20250908 785.00 ... 783.00 781.00 I
84 i2603 20250908 779.50 ... 778.00 776.00 I
85 i2604 20250908 775.50 ... 773.50 771.00 I
86 i2605 20250908 765.00 ... 764.50 763.00 I
87 i2606 20250908 761.50 ... 759.50 757.50 I
88 i2607 20250908 757.00 ... 754.50 753.00 I
89 i2608 20250908 754.50 ... 750.50 749.00 I
90 j2509 20250908 0.00 ... 1512.50 1512.50 J
91 j2510 20250908 1547.00 ... 1526.50 1517.50 J
92 j2511 20250908 1577.50 ... 1555.00 1548.00 J
93 j2512 20250908 1601.50 ... 1593.50 1579.00 J
94 j2601 20250908 1640.50 ... 1617.00 1616.50 J
95 j2602 20250908 1631.00 ... 1631.50 1649.00 J
96 j2603 20250908 1659.50 ... 1659.50 1673.00 J
97 j2604 20250908 1730.50 ... 1716.00 1741.50 J
98 j2605 20250908 1747.00 ... 1733.50 1720.00 J
99 j2606 20250908 0.00 ... 1719.00 1719.00 J
100 j2607 20250908 0.00 ... 1738.50 1738.50 J
101 j2608 20250908 0.00 ... 1710.50 1710.50 J
102 jd2509 20250908 3051.00 ... 3072.00 2920.00 JD
103 jd2510 20250908 3000.00 ... 3004.00 2993.00 JD
104 jd2511 20250908 3024.00 ... 3027.00 3028.00 JD
105 jd2512 20250908 3196.00 ... 3199.00 3197.00 JD
106 jd2601 20250908 3370.00 ... 3384.00 3375.00 JD
107 jd2602 20250908 3111.00 ... 3125.00 3121.00 JD
108 jd2603 20250908 3131.00 ... 3138.00 3129.00 JD
109 jd2604 20250908 3310.00 ... 3326.00 3313.00 JD
110 jd2605 20250908 3450.00 ... 3461.00 3444.00 JD
111 jd2606 20250908 3288.00 ... 3280.00 3272.00 JD
112 jd2607 20250908 3502.00 ... 3503.00 3493.00 JD
113 jd2608 20250908 3910.00 ... 3911.00 3899.00 JD
114 jm2509 20250908 924.00 ... 929.50 956.50 JM
115 jm2510 20250908 988.00 ... 969.50 965.00 JM
116 jm2511 20250908 1048.50 ... 1028.00 1026.50 JM
117 jm2512 20250908 1103.00 ... 1086.50 1088.00 JM
118 jm2601 20250908 1163.00 ... 1142.50 1127.50 JM
119 jm2602 20250908 1185.00 ... 1165.50 1156.50 JM
120 jm2603 20250908 1205.00 ... 1188.50 1170.50 JM
121 jm2604 20250908 1220.00 ... 1208.00 1186.50 JM
122 jm2605 20250908 1232.00 ... 1223.50 1197.50 JM
123 jm2606 20250908 1248.50 ... 1240.50 1206.00 JM
124 jm2607 20250908 1254.00 ... 1251.00 1214.00 JM
125 jm2608 20250908 1265.00 ... 1260.50 1231.00 JM
126 l2509 20250908 7142.00 ... 7152.00 7165.00 L
127 l2510 20250908 7196.00 ... 7211.00 7214.00 L
128 l2511 20250908 7226.00 ... 7223.00 7220.00 L
129 l2512 20250908 7224.00 ... 7230.00 7232.00 L
130 l2601 20250908 7240.00 ... 7229.00 7234.00 L
131 l2602 20250908 7223.00 ... 7220.00 7223.00 L
132 l2603 20250908 7221.00 ... 7221.00 7219.00 L
133 l2604 20250908 7242.00 ... 7260.00 7242.00 L
134 l2605 20250908 7230.00 ... 7234.00 7236.00 L
135 l2606 20250908 7218.00 ... 7238.00 7253.00 L
136 l2607 20250908 7243.00 ... 7251.00 7251.00 L
137 l2608 20250908 7258.00 ... 7274.00 7267.00 L
138 lg2509 20250908 775.50 ... 776.00 779.50 LG
139 lg2511 20250908 800.00 ... 807.00 797.00 LG
140 lg2601 20250908 821.00 ... 821.50 817.00 LG
141 lg2603 20250908 827.50 ... 827.50 823.50 LG
142 lg2605 20250908 830.50 ... 832.00 829.50 LG
143 lg2607 20250908 833.00 ... 833.00 832.00 LG
144 lh2509 20250908 0.00 ... 13100.00 13165.00 LH
145 lh2511 20250908 13215.00 ... 13305.00 13300.00 LH
146 lh2601 20250908 13690.00 ... 13800.00 13720.00 LH
147 lh2603 20250908 13045.00 ... 13090.00 13010.00 LH
148 lh2605 20250908 13515.00 ... 13585.00 13515.00 LH
149 lh2607 20250908 14100.00 ... 14190.00 14135.00 LH
150 m2509 20250908 3040.00 ... 3031.00 3028.00 M
151 m2511 20250908 3048.00 ... 3051.00 3028.00 M
152 m2512 20250908 3082.00 ... 3091.00 3067.00 M
153 m2601 20250908 3070.00 ... 3079.00 3058.00 M
154 m2603 20250908 2997.00 ... 3007.00 2992.00 M
155 m2605 20250908 2809.00 ... 2811.00 2806.00 M
156 m2607 20250908 2792.00 ... 2792.00 2791.00 M
157 m2608 20250908 2917.00 ... 2918.00 2917.00 M
158 p2509 20250908 9320.00 ... 9320.00 9354.00 P
159 p2510 20250908 9464.00 ... 9422.00 9420.00 P
160 p2511 20250908 9472.00 ... 9414.00 9428.00 P
161 p2512 20250908 9492.00 ... 9434.00 9462.00 P
162 p2601 20250908 9510.00 ... 9438.00 9456.00 P
163 p2602 20250908 9482.00 ... 9400.00 9414.00 P
164 p2603 20250908 9428.00 ... 9386.00 9380.00 P
165 p2604 20250908 9326.00 ... 9284.00 9324.00 P
166 p2605 20250908 9278.00 ... 9218.00 9228.00 P
167 p2606 20250908 9160.00 ... 9122.00 9148.00 P
168 p2607 20250908 9066.00 ... 9038.00 9032.00 P
169 p2608 20250908 8978.00 ... 8956.00 8944.00 P
170 pg2509 20250908 3740.00 ... 3725.00 3759.00 PG
171 pg2510 20250908 4369.00 ... 4389.00 4381.00 PG
172 pg2511 20250908 4298.00 ... 4322.00 4311.00 PG
173 pg2512 20250908 4233.00 ... 4260.00 4248.00 PG
174 pg2601 20250908 4172.00 ... 4195.00 4188.00 PG
175 pg2602 20250908 4111.00 ... 4110.00 4126.00 PG
176 pg2603 20250908 4020.00 ... 4032.00 4036.00 PG
177 pg2604 20250908 4352.00 ... 4384.00 4369.00 PG
178 pg2605 20250908 4268.00 ... 4291.00 4283.00 PG
179 pg2606 20250908 4246.00 ... 4245.00 4227.00 PG
180 pg2607 20250908 4188.00 ... 4181.00 4167.00 PG
181 pg2608 20250908 4138.00 ... 4138.00 4136.00 PG
182 pp2509 20250908 6815.00 ... 6907.00 6832.00 PP
183 pp2510 20250908 6871.00 ... 6881.00 6887.00 PP
184 pp2511 20250908 6901.00 ... 6910.00 6917.00 PP
185 pp2512 20250908 6933.00 ... 6935.00 6940.00 PP
186 pp2601 20250908 6950.00 ... 6950.00 6951.00 PP
187 pp2602 20250908 6929.00 ... 6930.00 6933.00 PP
188 pp2603 20250908 6915.00 ... 6919.00 6929.00 PP
189 pp2604 20250908 6938.00 ... 6946.00 6953.00 PP
190 pp2605 20250908 6968.00 ... 6967.00 6969.00 PP
191 pp2606 20250908 6919.00 ... 6941.00 6935.00 PP
192 pp2607 20250908 6917.00 ... 6919.00 6914.00 PP
193 pp2608 20250908 6914.00 ... 6918.00 6922.00 PP
194 rr2509 20250908 0.00 ... 3585.00 3585.00 RR
195 rr2510 20250908 3616.00 ... 3611.00 3612.00 RR
196 rr2511 20250908 3614.00 ... 3613.00 3613.00 RR
197 rr2512 20250908 3611.00 ... 3610.00 3605.00 RR
198 rr2601 20250908 3623.00 ... 3623.00 3620.00 RR
199 rr2602 20250908 3611.00 ... 3609.00 3605.00 RR
200 rr2603 20250908 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250908 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250908 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250908 0.00 ... 3604.00 3602.00 RR
204 rr2607 20250908 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250908 0.00 ... 3625.00 3625.00 RR
206 v2509 20250908 4727.00 ... 4721.00 4727.00 V
207 v2510 20250908 4800.00 ... 4770.00 4781.00 V
208 v2511 20250908 4832.00 ... 4801.00 4818.00 V
209 v2512 20250908 4874.00 ... 4839.00 4861.00 V
210 v2601 20250908 4913.00 ... 4878.00 4886.00 V
211 v2602 20250908 4948.00 ... 4919.00 4921.00 V
212 v2603 20250908 4970.00 ... 4950.00 4957.00 V
213 v2604 20250908 5178.00 ... 5154.00 5174.00 V
214 v2605 20250908 5219.00 ... 5186.00 5191.00 V
215 v2606 20250908 5227.00 ... 5208.00 5232.00 V
216 v2607 20250908 5270.00 ... 5252.00 5263.00 V
217 v2608 20250908 5290.00 ... 5285.00 5288.00 V
218 y2509 20250908 0.00 ... 8420.00 8420.00 Y
219 y2511 20250908 8474.00 ... 8432.00 8424.00 Y
220 y2512 20250908 8486.00 ... 8454.00 8446.00 Y
221 y2601 20250908 8450.00 ... 8408.00 8400.00 Y
222 y2603 20250908 8360.00 ... 8326.00 8326.00 Y
223 y2605 20250908 8122.00 ... 8110.00 8092.00 Y
224 y2607 20250908 8088.00 ... 8062.00 8052.00 Y
225 y2608 20250908 8052.00 ... 8052.00 8056.00 Y
[226 rows x 12 columns]
2025-09-12 16:27:24,831 - future_1d - INFO - ak.get_dce_daily('2025-09-08') done
symbol date open ... settle pre_settle variety
0 SC2510 20250908 475.6 ... 476.2 482.3 SC
1 SC2511 20250908 476 ... 477.2 481.9 SC
2 SC2512 20250908 474.8 ... 476.7 481.1 SC
3 SC2601 20250908 473.7 ... 474.2 479.5 SC
4 SC2602 20250908 474 ... 472.6 477.5 SC
5 SC2603 20250908 472 ... 472.2 475.2 SC
6 SC2604 20250908 467.5 ... 470 473.7 SC
7 SC2605 20250908 468.9 ... 469.8 472.5 SC
8 SC2606 20250908 468 ... 469.2 471.5 SC
9 SC2607 20250908 462.6 ... 466.6 470.4 SC
10 SC2608 20250908 466.6 ... 463.1 469 SC
11 SC2609 20250908 463.8 ... 463.7 467.9 SC
12 SC2612 20250908 459.9 ... 459.9 467.1 SC
13 SC2703 20250908 ... 466.8 466.8 SC
14 SC2706 20250908 456.9 ... 457.5 465 SC
15 SC2709 20250908 461.1 ... 461.1 464.6 SC
16 SC2712 20250908 ... 464.6 464.6 SC
17 SC2803 20250908 459.2 ... 459.2 462.6 SC
18 SC2806 20250908 454.9 ... 457.3 460.6 SC
19 SC2809 20250908 457.5 ... 459 458 SC
21 LU2510 20250908 3345 ... 3339 3366 LU
22 LU2511 20250908 3352 ... 3362 3389 LU
23 LU2512 20250908 3349 ... 3355 3386 LU
24 LU2601 20250908 3356 ... 3345 3375 LU
25 LU2602 20250908 3330 ... 3345 3358 LU
26 LU2603 20250908 3323 ... 3325 3351 LU
27 LU2604 20250908 3316 ... 3308 3350 LU
28 LU2605 20250908 3310 ... 3328 3345 LU
29 LU2606 20250908 3308 ... 3309 3337 LU
30 LU2607 20250908 3326 ... 3308 3334 LU
31 LU2608 20250908 3325 ... 3319 3337 LU
32 LU2609 20250908 3302 ... 3317 3318 LU
34 NR2509 20250908 12890 ... 12890 12790 NR
35 NR2510 20250908 13075 ... 12975 12890 NR
36 NR2511 20250908 13100 ... 13030 12955 NR
37 NR2512 20250908 13120 ... 13065 12990 NR
38 NR2601 20250908 13190 ... 13090 13025 NR
39 NR2602 20250908 13195 ... 13100 13050 NR
40 NR2603 20250908 13120 ... 13055 13010 NR
41 NR2604 20250908 13100 ... 13045 13010 NR
42 NR2605 20250908 13095 ... 13050 12990 NR
43 NR2606 20250908 13080 ... 13085 13000 NR
44 NR2607 20250908 13125 ... 13095 12880 NR
45 NR2608 20250908 13110 ... 13100 12915 NR
47 BC2509 20250908 ... 70330 70330 BC
48 BC2510 20250908 71190 ... 70780 70890 BC
49 BC2511 20250908 71240 ... 70810 70950 BC
50 BC2512 20250908 ... 70790 70790 BC
51 BC2601 20250908 71000 ... 70810 71280 BC
52 BC2602 20250908 ... 70900 70900 BC
53 BC2603 20250908 70820 ... 70820 71360 BC
54 BC2604 20250908 ... 71200 71200 BC
55 BC2605 20250908 ... 71170 71170 BC
56 BC2606 20250908 ... 70700 70700 BC
57 BC2607 20250908 ... 70900 70900 BC
58 BC2608 20250908 ... 70800 70800 BC
60 EC2510 20250908 1305 ... 1281.1 1318.7 EC
61 EC2512 20250908 1690 ... 1666.1 1696 EC
62 EC2602 20250908 1529.8 ... 1512.9 1531.5 EC
63 EC2604 20250908 1252.5 ... 1246 1253 EC
64 EC2606 20250908 1434.3 ... 1433.1 1445.6 EC
65 EC2608 20250908 1604.4 ... 1603.9 1607 EC
69 SC_TAS2510 20250908 ... SC_TAS
70 SC_TAS2511 20250908 ... SC_TAS
71 SC_TAS2512 20250908 ... SC_TAS
72 SC_TAS2601 20250908 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 16:27:24,909 - future_1d - INFO - ak.get_ine_daily('2025-09-08') done
symbol date open ... settle pre_settle variety
0 IC2509 20250908 6906.200 ... 6925.600 6876.800 IC
1 IC2510 20250908 6866.400 ... 6870.600 6831.200 IC
2 IC2512 20250908 6750.000 ... 6761.600 6719.600 IC
3 IC2603 20250908 6591.000 ... 6615.600 6576.200 IC
4 IF2509 20250908 4464.000 ... 4457.000 4450.600 IF
5 IF2510 20250908 4449.600 ... 4449.400 4446.200 IF
6 IF2512 20250908 4438.000 ... 4429.600 4427.200 IF
7 IF2603 20250908 4426.000 ... 4411.000 4410.200 IF
8 IH2509 20250908 2941.000 ... 2938.600 2939.200 IH
9 IH2510 20250908 2939.800 ... 2938.400 2938.800 IH
10 IH2512 20250908 2938.200 ... 2938.800 2938.400 IH
11 IH2603 20250908 2944.400 ... 2941.800 2942.400 IH
12 IM2509 20250908 7221.000 ... 7248.000 7206.200 IM
13 IM2510 20250908 7171.200 ... 7189.200 7151.600 IM
14 IM2512 20250908 7049.000 ... 7053.200 7015.400 IM
15 IM2603 20250908 6865.000 ... 6873.200 6843.000 IM
16 T2509 20250908 NaN ... 107.980 108.055 T
17 T2512 20250908 107.860 ... 107.845 107.920 T
18 T2603 20250908 107.600 ... 107.570 107.670 T
19 TF2509 20250908 105.670 ... 105.670 105.690 TF
20 TF2512 20250908 105.510 ... 105.580 105.580 TF
21 TF2603 20250908 105.500 ... 105.495 105.505 TF
22 TL2509 20250908 116.440 ... 116.400 116.740 TL
23 TL2512 20250908 116.060 ... 115.980 116.300 TL
24 TL2603 20250908 115.800 ... 115.640 115.950 TL
25 TS2509 20250908 NaN ... 102.356 102.344 TS
26 TS2512 20250908 102.390 ... 102.400 102.388 TS
27 TS2603 20250908 102.322 ... 102.350 102.356 TS
[28 rows x 12 columns]
2025-09-12 16:27:25,147 - future_1d - INFO - ak.get_cffex_daily('2025-09-08') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250908 8346.0 8397.0 ... 261591.38 8359.0 8328.0 AP
1 AP511 20250908 8187.0 8276.0 ... 5220.23 8240.0 8179.0 AP
2 AP512 20250908 8236.0 8302.0 ... 1753.91 8273.0 8167.0 AP
3 AP601 20250908 8289.0 8392.0 ... 441751.89 8347.0 8249.0 AP
4 AP603 20250908 8166.0 8263.0 ... 230.76 8242.0 8145.0 AP
5 AP604 20250908 8224.0 8267.0 ... 164.72 8236.0 8187.0 AP
6 AP605 20250908 8218.0 8321.0 ... 2849.53 8284.0 8197.0 AP
7 CF509 20250908 13565.0 13565.0 ... 4505.79 13490.0 13565.0 CF
8 CF511 20250908 13900.0 13900.0 ... 272166.75 13770.0 13860.0 CF
9 CF601 20250908 14000.0 14025.0 ... 1760633.85 13930.0 13985.0 CF
10 CF603 20250908 13950.0 13975.0 ... 3486.06 13890.0 13945.0 CF
11 CF605 20250908 13940.0 13965.0 ... 128659.29 13875.0 13930.0 CF
12 CF607 20250908 13965.0 13965.0 ... 1013.79 13890.0 13940.0 CF
13 CJ509 20250908 10000.0 10080.0 ... 130.21 10015.0 9955.0 CJ
14 CJ512 20250908 10845.0 11120.0 ... 5527.24 10990.0 10925.0 CJ
15 CJ601 20250908 10960.0 11175.0 ... 721808.75 11065.0 10990.0 CJ
16 CJ603 20250908 10995.0 11215.0 ... 9255.13 11130.0 11045.0 CJ
17 CJ605 20250908 11090.0 11305.0 ... 104057.97 11200.0 11130.0 CJ
18 CJ607 20250908 11220.0 11430.0 ... 4921.45 11325.0 11290.0 CJ
19 CY509 20250908 20200.0 20200.0 ... 181.80 20200.0 20200.0 CY
20 CY510 20250908 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250908 19975.0 19990.0 ... 111924.17 19955.0 19975.0 CY
22 CY512 20250908 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250908 19945.0 19995.0 ... 2094.25 19945.0 19975.0 CY
24 CY602 20250908 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250908 0.0 0.0 ... 0.00 20340.0 20340.0 CY
26 CY604 20250908 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250908 0.0 0.0 ... 0.00 20205.0 20230.0 CY
28 CY606 20250908 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250908 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250908 0.0 0.0 ... 0.00 20220.0 20245.0 CY
31 FG509 20250908 986.0 1024.0 ... 339.98 994.0 969.0 FG
32 FG510 20250908 1100.0 1127.0 ... 83810.71 1103.0 1080.0 FG
33 FG511 20250908 1093.0 1117.0 ... 248167.13 1092.0 1070.0 FG
34 FG512 20250908 1192.0 1221.0 ... 99499.69 1195.0 1170.0 FG
35 FG601 20250908 1192.0 1218.0 ... 6684565.08 1188.0 1166.0 FG
36 FG602 20250908 1236.0 1267.0 ... 29027.80 1237.0 1216.0 FG
37 FG603 20250908 1245.0 1267.0 ... 3047.21 1240.0 1221.0 FG
38 FG604 20250908 1293.0 1314.0 ... 1104.86 1291.0 1274.0 FG
39 FG605 20250908 1295.0 1310.0 ... 165961.95 1287.0 1267.0 FG
40 FG606 20250908 1330.0 1334.0 ... 1364.16 1317.0 1302.0 FG
41 FG607 20250908 1320.0 1326.0 ... 2892.12 1315.0 1302.0 FG
42 FG608 20250908 1327.0 1349.0 ... 2365.91 1337.0 1323.0 FG
43 JR509 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250908 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250908 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250908 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250908 2245.0 2254.0 ... 655.56 2245.0 2243.0 MA
53 MA510 20250908 2315.0 2319.0 ... 17072.14 2309.0 2308.0 MA
54 MA511 20250908 2344.0 2351.0 ... 100941.91 2335.0 2332.0 MA
55 MA512 20250908 2388.0 2390.0 ... 57024.48 2377.0 2374.0 MA
56 MA601 20250908 2410.0 2416.0 ... 1042405.54 2403.0 2403.0 MA
57 MA602 20250908 2421.0 2425.0 ... 22966.54 2414.0 2412.0 MA
58 MA603 20250908 2427.0 2427.0 ... 161.96 2417.0 2418.0 MA
59 MA604 20250908 2403.0 2411.0 ... 9.63 2407.0 2411.0 MA
60 MA605 20250908 2405.0 2410.0 ... 84519.14 2397.0 2398.0 MA
61 MA606 20250908 2413.0 2413.0 ... 9.61 2403.0 2411.0 MA
62 MA607 20250908 2394.0 2398.0 ... 40.66 2392.0 2395.0 MA
63 MA608 20250908 2409.0 2410.0 ... 24.03 2403.0 2399.0 MA
64 OI509 20250908 9900.0 9930.0 ... 1983.00 9915.0 9950.0 OI
65 OI511 20250908 9949.0 10005.0 ... 633242.63 9921.0 9887.0 OI
66 OI601 20250908 9824.0 9845.0 ... 3091517.46 9782.0 9763.0 OI
67 OI603 20250908 9686.0 9700.0 ... 3717.77 9632.0 9637.0 OI
68 OI605 20250908 9578.0 9578.0 ... 176525.01 9505.0 9527.0 OI
69 OI607 20250908 9486.0 9513.0 ... 443.66 9440.0 9470.0 OI
70 PF509 20250908 0.0 0.0 ... 0.00 6264.0 6256.0 PF
71 PF510 20250908 6334.0 6378.0 ... 82766.84 6336.0 6332.0 PF
72 PF511 20250908 6312.0 6364.0 ... 502118.06 6324.0 6322.0 PF
73 PF512 20250908 6312.0 6352.0 ... 158771.88 6310.0 6314.0 PF
74 PF601 20250908 6350.0 6392.0 ... 27902.70 6366.0 6366.0 PF
75 PF602 20250908 6368.0 6404.0 ... 36920.05 6376.0 6372.0 PF
76 PF603 20250908 6364.0 6416.0 ... 19.16 6386.0 6384.0 PF
77 PF604 20250908 6426.0 6456.0 ... 16.11 6442.0 6446.0 PF
78 PF605 20250908 6444.0 6472.0 ... 93.58 6454.0 6440.0 PF
79 PF606 20250908 6454.0 6488.0 ... 22.64 6470.0 6474.0 PF
80 PF607 20250908 6472.0 6502.0 ... 29.16 6480.0 6460.0 PF
81 PF608 20250908 6482.0 6502.0 ... 12.98 6490.0 6470.0 PF
82 PK510 20250908 7964.0 8018.0 ... 35211.79 7986.0 7970.0 PK
83 PK511 20250908 7826.0 7880.0 ... 395517.10 7856.0 7818.0 PK
84 PK512 20250908 7818.0 7886.0 ... 133295.57 7864.0 7812.0 PK
85 PK601 20250908 7844.0 7890.0 ... 47533.97 7874.0 7844.0 PK
86 PK603 20250908 7860.0 7896.0 ... 193.15 7884.0 7854.0 PK
87 PK604 20250908 7874.0 7908.0 ... 150.00 7894.0 7866.0 PK
88 PK605 20250908 7886.0 7912.0 ... 6200.98 7900.0 7880.0 PK
89 PL601 20250908 6381.0 6413.0 ... 27674.71 6388.0 6398.0 PL
90 PL602 20250908 6428.0 6492.0 ... 3106.98 6446.0 6436.0 PL
91 PL603 20250908 6435.0 6479.0 ... 64.51 6451.0 6458.0 PL
92 PL604 20250908 0.0 0.0 ... 0.00 6475.0 6475.0 PL
93 PL605 20250908 6375.0 6400.0 ... 51.13 6391.0 6389.0 PL
94 PL606 20250908 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250908 0.0 0.0 ... 0.00 6464.0 6464.0 PL
96 PL608 20250908 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250908 5808.0 5808.0 ... 199.90 5794.0 5620.0 PR
104 PR510 20250908 5822.0 5868.0 ... 15244.70 5834.0 5822.0 PR
105 PR511 20250908 5832.0 5870.0 ... 747199.90 5844.0 5822.0 PR
106 PR512 20250908 5840.0 5878.0 ... 554784.85 5854.0 5830.0 PR
107 PR601 20250908 5844.0 5882.0 ... 46475.49 5854.0 5836.0 PR
108 PR602 20250908 5878.0 5878.0 ... 17.63 5876.0 5862.0 PR
109 PR603 20250908 5884.0 5898.0 ... 61.83 5890.0 5894.0 PR
110 PR604 20250908 5866.0 5898.0 ... 17.65 5882.0 5896.0 PR
111 PR605 20250908 5870.0 5924.0 ... 79.73 5906.0 5910.0 PR
112 PR606 20250908 0.0 0.0 ... 0.00 5946.0 5928.0 PR
113 PR607 20250908 5970.0 5970.0 ... 8.96 5970.0 5926.0 PR
114 PR608 20250908 0.0 0.0 ... 0.00 5960.0 5924.0 PR
115 PX509 20250908 0.0 0.0 ... 0.00 6730.0 6704.0 PX
116 PX510 20250908 6730.0 6774.0 ... 10523.09 6706.0 6704.0 PX
117 PX511 20250908 6692.0 6770.0 ... 546515.94 6714.0 6688.0 PX
118 PX512 20250908 6678.0 6748.0 ... 137860.37 6696.0 6670.0 PX
119 PX601 20250908 6658.0 6720.0 ... 105635.75 6668.0 6654.0 PX
120 PX602 20250908 6646.0 6708.0 ... 8025.67 6658.0 6646.0 PX
121 PX603 20250908 6634.0 6634.0 ... 82.93 6634.0 6636.0 PX
122 PX604 20250908 0.0 0.0 ... 0.00 6696.0 6650.0 PX
123 PX605 20250908 6662.0 6708.0 ... 503.09 6664.0 6662.0 PX
124 PX606 20250908 0.0 0.0 ... 0.00 6706.0 6668.0 PX
125 PX607 20250908 0.0 0.0 ... 0.00 6722.0 6670.0 PX
126 PX608 20250908 0.0 0.0 ... 0.00 6706.0 6670.0 PX
127 RI509 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250908 2560.0 2592.0 ... 592.84 2575.0 2582.0 RM
134 RM511 20250908 2556.0 2570.0 ... 34528.11 2556.0 2546.0 RM
135 RM601 20250908 2545.0 2564.0 ... 944587.35 2543.0 2536.0 RM
136 RM603 20250908 2425.0 2442.0 ... 17890.86 2426.0 2424.0 RM
137 RM605 20250908 2392.0 2407.0 ... 207219.00 2395.0 2396.0 RM
138 RM607 20250908 2382.0 2391.0 ... 29384.57 2383.0 2385.0 RM
139 RM608 20250908 2472.0 2482.0 ... 150.92 2474.0 2480.0 RM
140 RS509 20250908 0.0 0.0 ... 0.00 4838.0 4824.0 RS
141 RS511 20250908 5120.0 5228.0 ... 72.58 5184.0 5216.0 RS
142 RS607 20250908 5501.0 5571.0 ... 83.15 5543.0 5527.0 RS
143 RS608 20250908 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250908 1166.0 1171.0 ... 1362.97 1165.0 1159.0 SA
145 SA510 20250908 1219.0 1224.0 ... 51908.13 1212.0 1214.0 SA
146 SA511 20250908 1229.0 1234.0 ... 343173.45 1220.0 1222.0 SA
147 SA512 20250908 1293.0 1294.0 ... 180400.99 1276.0 1280.0 SA
148 SA601 20250908 1300.0 1303.0 ... 3992582.06 1286.0 1288.0 SA
149 SA602 20250908 1330.0 1333.0 ... 63958.06 1318.0 1312.0 SA
150 SA603 20250908 1337.0 1340.0 ... 5580.78 1325.0 1328.0 SA
151 SA604 20250908 1380.0 1380.0 ... 993.08 1368.0 1372.0 SA
152 SA605 20250908 1381.0 1386.0 ... 168371.10 1372.0 1370.0 SA
153 SA606 20250908 1388.0 1391.0 ... 1253.52 1381.0 1385.0 SA
154 SA607 20250908 1393.0 1394.0 ... 2063.89 1380.0 1390.0 SA
155 SA608 20250908 1410.0 1410.0 ... 892.32 1399.0 1406.0 SA
156 SF509 20250908 5380.0 5440.0 ... 462.77 5414.0 5424.0 SF
157 SF510 20250908 5398.0 5462.0 ... 22498.91 5414.0 5414.0 SF
158 SF511 20250908 5570.0 5628.0 ... 369612.24 5578.0 5584.0 SF
159 SF512 20250908 5526.0 5582.0 ... 90614.61 5534.0 5534.0 SF
160 SF601 20250908 5524.0 5588.0 ... 99760.29 5542.0 5550.0 SF
161 SF602 20250908 5506.0 5550.0 ... 28242.30 5508.0 5512.0 SF
162 SF603 20250908 5660.0 5720.0 ... 71.13 5690.0 5688.0 SF
163 SF604 20250908 5658.0 5658.0 ... 2.83 5658.0 5684.0 SF
164 SF605 20250908 5636.0 5698.0 ... 1626.54 5658.0 5654.0 SF
165 SF606 20250908 5606.0 5652.0 ... 50.56 5618.0 5644.0 SF
166 SF607 20250908 5760.0 5760.0 ... 14.40 5758.0 5788.0 SF
167 SF608 20250908 5728.0 5732.0 ... 14.31 5726.0 5728.0 SF
168 SH509 20250908 2660.0 2670.0 ... 55.89 2661.0 2495.0 SH
169 SH510 20250908 2598.0 2598.0 ... 112700.15 2570.0 2595.0 SH
170 SH511 20250908 2615.0 2620.0 ... 621157.93 2585.0 2623.0 SH
171 SH512 20250908 2637.0 2637.0 ... 216682.61 2604.0 2633.0 SH
172 SH601 20250908 2606.0 2607.0 ... 3014036.03 2583.0 2606.0 SH
173 SH602 20250908 2621.0 2622.0 ... 32488.05 2600.0 2616.0 SH
174 SH603 20250908 2631.0 2631.0 ... 4323.42 2616.0 2633.0 SH
175 SH604 20250908 2661.0 2675.0 ... 997.00 2659.0 2680.0 SH
176 SH605 20250908 2702.0 2702.0 ... 25252.53 2673.0 2692.0 SH
177 SH606 20250908 2685.0 2693.0 ... 249.21 2680.0 2697.0 SH
178 SH607 20250908 2674.0 2680.0 ... 120.29 2673.0 2685.0 SH
179 SH608 20250908 2680.0 2691.0 ... 128.79 2683.0 2695.0 SH
180 SM509 20250908 5684.0 5740.0 ... 393.75 5708.0 5670.0 SM
181 SM510 20250908 5718.0 5776.0 ... 17432.86 5726.0 5736.0 SM
182 SM511 20250908 5772.0 5848.0 ... 173133.11 5798.0 5800.0 SM
183 SM512 20250908 5794.0 5854.0 ... 100070.45 5808.0 5816.0 SM
184 SM601 20250908 5806.0 5860.0 ... 402232.21 5806.0 5816.0 SM
185 SM602 20250908 5800.0 5866.0 ... 48173.15 5806.0 5808.0 SM
186 SM603 20250908 5800.0 5874.0 ... 75.80 5832.0 5886.0 SM
187 SM604 20250908 5816.0 5816.0 ... 2.91 5816.0 5856.0 SM
188 SM605 20250908 5856.0 5898.0 ... 6515.39 5854.0 5842.0 SM
189 SM606 20250908 5818.0 5898.0 ... 90.78 5858.0 5828.0 SM
190 SM607 20250908 5840.0 5914.0 ... 56.06 5902.0 5866.0 SM
191 SM608 20250908 5852.0 5868.0 ... 5.86 5860.0 5914.0 SM
192 SR509 20250908 5533.0 5546.0 ... 631.56 5540.0 5544.0 SR
193 SR511 20250908 5506.0 5535.0 ... 201186.44 5516.0 5532.0 SR
194 SR601 20250908 5518.0 5539.0 ... 1111355.41 5522.0 5522.0 SR
195 SR603 20250908 5508.0 5526.0 ... 2750.08 5511.0 5509.0 SR
196 SR605 20250908 5507.0 5519.0 ... 44997.83 5506.0 5506.0 SR
197 SR607 20250908 5508.0 5515.0 ... 3936.68 5506.0 5505.0 SR
198 TA509 20250908 4524.0 4578.0 ... 3476.01 4544.0 4528.0 TA
199 TA510 20250908 4612.0 4662.0 ... 66431.23 4624.0 4620.0 TA
200 TA511 20250908 4630.0 4676.0 ... 415493.13 4640.0 4632.0 TA
201 TA512 20250908 4644.0 4688.0 ... 236425.62 4656.0 4644.0 TA
202 TA601 20250908 4654.0 4696.0 ... 1712782.54 4662.0 4656.0 TA
203 TA602 20250908 4660.0 4704.0 ... 19136.23 4674.0 4666.0 TA
204 TA603 20250908 4650.0 4716.0 ... 72.86 4700.0 4680.0 TA
205 TA604 20250908 4692.0 4710.0 ... 9.40 4702.0 4700.0 TA
206 TA605 20250908 4690.0 4728.0 ... 46249.44 4700.0 4692.0 TA
207 TA606 20250908 4672.0 4718.0 ... 18.73 4684.0 4700.0 TA
208 TA607 20250908 4686.0 4750.0 ... 16.48 4708.0 4704.0 TA
209 TA608 20250908 4698.0 4758.0 ... 21.24 4722.0 4716.0 TA
210 UR509 20250908 1655.0 1656.0 ... 347.16 1653.0 1673.0 UR
211 UR510 20250908 1667.0 1674.0 ... 6373.64 1669.0 1681.0 UR
212 UR511 20250908 1704.0 1708.0 ... 41923.33 1702.0 1714.0 UR
213 UR512 20250908 1703.0 1710.0 ... 15609.47 1705.0 1717.0 UR
214 UR601 20250908 1705.0 1710.0 ... 502369.61 1703.0 1718.0 UR
215 UR602 20250908 1698.0 1707.0 ... 313.11 1702.0 1716.0 UR
216 UR603 20250908 1742.0 1752.0 ... 62.89 1747.0 1759.0 UR
217 UR604 20250908 1752.0 1752.0 ... 13.99 1749.0 1763.0 UR
218 UR605 20250908 1745.0 1751.0 ... 20424.22 1745.0 1757.0 UR
219 UR606 20250908 1745.0 1747.0 ... 160.08 1740.0 1755.0 UR
220 UR607 20250908 1768.0 1771.0 ... 24.77 1769.0 1776.0 UR
221 UR608 20250908 1765.0 1769.0 ... 24.71 1765.0 1775.0 UR
222 WH509 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 16:27:25,460 - future_1d - INFO - ak.get_czce_daily('2025-09-08') done
symbol date open ... settle pre_settle variety
0 PS2509 20250908 55930.0 ... 55960.0 55930.0 PS
1 PS2510 20250908 56000.0 ... 55690.0 55640.0 PS
2 PS2511 20250908 56080.0 ... 55595.0 54875.0 PS
3 PS2512 20250908 58220.0 ... 57845.0 57355.0 PS
4 PS2601 20250908 58400.0 ... 57690.0 57150.0 PS
5 PS2602 20250908 58230.0 ... 57830.0 56965.0 PS
6 PS2603 20250908 58500.0 ... 57970.0 57685.0 PS
7 PS2604 20250908 58255.0 ... 57845.0 58010.0 PS
8 PS2605 20250908 58805.0 ... 57825.0 57385.0 PS
9 PS2606 20250908 61050.0 ... 59920.0 59380.0 PS
10 PS2607 20250908 60010.0 ... 60045.0 59285.0 PS
11 PS2608 20250908 60000.0 ... 59980.0 59595.0 PS
13 SI2509 20250908 0.0 ... 8690.0 8690.0 SI
14 SI2510 20250908 8790.0 ... 8560.0 8710.0 SI
15 SI2511 20250908 8740.0 ... 8545.0 8715.0 SI
16 SI2512 20250908 9095.0 ... 8915.0 9075.0 SI
17 SI2601 20250908 9050.0 ... 8900.0 9065.0 SI
18 SI2602 20250908 9015.0 ... 8900.0 8995.0 SI
19 SI2603 20250908 9000.0 ... 8930.0 9115.0 SI
20 SI2604 20250908 9025.0 ... 8930.0 9140.0 SI
21 SI2605 20250908 9130.0 ... 8950.0 9110.0 SI
22 SI2606 20250908 9025.0 ... 8940.0 9180.0 SI
23 SI2607 20250908 9010.0 ... 8965.0 9165.0 SI
24 SI2608 20250908 9000.0 ... 8930.0 9170.0 SI
27 LC2509 20250908 73880.0 ... 74200.0 74640.0 LC
28 LC2510 20250908 74100.0 ... 74460.0 74160.0 LC
29 LC2511 20250908 73840.0 ... 74860.0 74140.0 LC
30 LC2512 20250908 74580.0 ... 74840.0 74240.0 LC
31 LC2601 20250908 74000.0 ... 74860.0 74160.0 LC
32 LC2602 20250908 74480.0 ... 74560.0 74000.0 LC
33 LC2603 20250908 74080.0 ... 74480.0 73740.0 LC
34 LC2604 20250908 74480.0 ... 74600.0 73860.0 LC
35 LC2605 20250908 74260.0 ... 74820.0 73880.0 LC
36 LC2606 20250908 74200.0 ... 74760.0 73780.0 LC
37 LC2607 20250908 74700.0 ... 74640.0 73660.0 LC
38 LC2608 20250908 74200.0 ... 74960.0 74220.0 LC
[36 rows x 12 columns]
2025-09-12 16:27:25,660 - future_1d - INFO - ak.get_gfex_daily('2025-09-08') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250908 ... 79710 79980 CU
1 1 CU2510 20250908 ... 79730 79940 CU
2 2 CU2511 20250908 ... 79690 79930 CU
3 3 CU2512 20250908 ... 79660 79880 CU
4 4 CU2601 20250908 ... 79620 79900 CU
5 5 CU2602 20250908 ... 79620 79890 CU
6 6 CU2603 20250908 ... 79620 79850 CU
7 7 CU2604 20250908 ... 79640 79890 CU
8 8 CU2605 20250908 ... 79680 80000 CU
9 9 CU2606 20250908 ... 79640 79900 CU
10 10 CU2607 20250908 ... 79680 79880 CU
11 11 CU2608 20250908 ... 79710 79920 CU
12 12 BC2509 20250908 ... 70330 70330 BC
13 13 BC2510 20250908 ... 70780 70890 BC
14 14 BC2511 20250908 ... 70810 70950 BC
15 15 BC2512 20250908 ... 70790 70790 BC
16 16 BC2601 20250908 ... 70810 71280 BC
17 17 BC2602 20250908 ... 70900 70900 BC
18 18 BC2603 20250908 ... 70820 71360 BC
19 19 BC2604 20250908 ... 71200 71200 BC
20 20 BC2605 20250908 ... 71170 71170 BC
21 21 BC2606 20250908 ... 70700 70700 BC
22 22 BC2607 20250908 ... 70900 70900 BC
23 23 BC2608 20250908 ... 70800 70800 BC
24 24 AL2509 20250908 ... 20690 20675 AL
25 25 AL2510 20250908 ... 20710 20670 AL
26 26 AL2511 20250908 ... 20695 20655 AL
27 27 AL2512 20250908 ... 20670 20640 AL
28 28 AL2601 20250908 ... 20655 20625 AL
29 29 AL2602 20250908 ... 20650 20625 AL
30 30 AL2603 20250908 ... 20685 20665 AL
31 31 AL2604 20250908 ... 20700 20700 AL
32 32 AL2605 20250908 ... 20750 20725 AL
33 33 AL2606 20250908 ... 20735 20740 AL
34 34 AL2607 20250908 ... 20755 20750 AL
35 35 AL2608 20250908 ... 20755 20720 AL
36 36 ZN2509 20250908 ... 22185 22070 ZN
37 37 ZN2510 20250908 ... 22245 22115 ZN
38 38 ZN2511 20250908 ... 22235 22115 ZN
39 39 ZN2512 20250908 ... 22240 22120 ZN
40 40 ZN2601 20250908 ... 22250 22125 ZN
41 41 ZN2602 20250908 ... 22235 22165 ZN
42 42 ZN2603 20250908 ... 22275 22175 ZN
43 43 ZN2604 20250908 ... 22270 22165 ZN
44 44 ZN2605 20250908 ... 22285 22185 ZN
45 45 ZN2606 20250908 ... 22310 22220 ZN
46 46 ZN2607 20250908 ... 22340 22225 ZN
47 47 ZN2608 20250908 ... 22315 22205 ZN
48 48 PB2509 20250908 ... 16835 16815 PB
49 49 PB2510 20250908 ... 16890 16880 PB
50 50 PB2511 20250908 ... 16890 16885 PB
51 51 PB2512 20250908 ... 16905 16900 PB
52 52 PB2601 20250908 ... 16915 16910 PB
53 53 PB2602 20250908 ... 16925 16925 PB
54 54 PB2603 20250908 ... 16960 16960 PB
55 55 PB2604 20250908 ... 16995 16995 PB
56 56 PB2605 20250908 ... 16995 16995 PB
57 57 PB2606 20250908 ... 17015 17020 PB
58 58 PB2607 20250908 ... 17020 17065 PB
59 59 PB2608 20250908 ... 17060 17080 PB
60 60 NI2509 20250908 ... 121240 120700 NI
61 61 NI2510 20250908 ... 121510 121100 NI
62 62 NI2511 20250908 ... 121660 121240 NI
63 63 NI2512 20250908 ... 121870 121450 NI
64 64 NI2601 20250908 ... 122130 121700 NI
65 65 NI2602 20250908 ... 122430 121950 NI
66 66 NI2603 20250908 ... 122760 122210 NI
67 67 NI2604 20250908 ... 122950 122410 NI
68 68 NI2605 20250908 ... 122930 122470 NI
69 69 NI2606 20250908 ... 123420 122860 NI
70 70 NI2607 20250908 ... 123570 123070 NI
71 71 NI2608 20250908 ... 123860 123420 NI
72 72 SN2509 20250908 ... 270130 271760 SN
73 73 SN2510 20250908 ... 271110 272250 SN
74 74 SN2511 20250908 ... 271190 272440 SN
75 75 SN2512 20250908 ... 270980 272380 SN
76 76 SN2601 20250908 ... 270710 272240 SN
77 77 SN2602 20250908 ... 271430 271860 SN
78 78 SN2603 20250908 ... 271600 272070 SN
79 79 SN2604 20250908 ... 270450 273030 SN
80 80 SN2605 20250908 ... 271370 273110 SN
81 81 SN2606 20250908 ... 273640 272980 SN
82 82 SN2607 20250908 ... 272320 272930 SN
83 83 SN2608 20250908 ... 272080 272970 SN
84 84 AO2509 20250908 ... 2917 2948 AO
85 85 AO2510 20250908 ... 2945 2968 AO
86 86 AO2511 20250908 ... 2955 2975 AO
87 87 AO2512 20250908 ... 2959 2979 AO
88 88 AO2601 20250908 ... 2965 2985 AO
89 89 AO2602 20250908 ... 2968 2982 AO
90 90 AO2603 20250908 ... 3028 3025 AO
91 91 AO2604 20250908 ... 3036 3029 AO
92 92 AO2605 20250908 ... 3049 3051 AO
93 93 AO2606 20250908 ... 3065 3062 AO
94 94 AO2607 20250908 ... 3075 3075 AO
95 95 AO2608 20250908 ... 3088 3072 AO
96 96 AD2511 20250908 ... 20305 20260 AD
97 97 AD2512 20250908 ... 20325 20295 AD
98 98 AD2601 20250908 ... 20285 20285 AD
99 99 AD2602 20250908 ... 20280 20250 AD
100 100 AD2603 20250908 ... 20295 20310 AD
101 101 AD2604 20250908 ... 20240 20240 AD
102 102 AD2605 20250908 ... 20210 20185 AD
103 103 AD2606 20250908 ... 20155 20155 AD
104 104 AD2607 20250908 ... 20150 20135 AD
105 105 AD2608 20250908 ... 20170 20170 AD
106 106 AU2509 20250908 ... 819.72 814.12 AU
107 107 AU2510 20250908 ... 821.36 814.56 AU
108 108 AU2511 20250908 ... 822.48 816.12 AU
109 109 AU2512 20250908 ... 823.34 816.56 AU
110 110 AU2602 20250908 ... 825.52 818.66 AU
111 111 AU2604 20250908 ... 827.56 820.78 AU
112 112 AU2606 20250908 ... 829.82 823.36 AU
113 113 AU2608 20250908 ... 832.16 825.28 AU
114 114 AG2509 20250908 ... 9778 9760 AG
115 115 AG2510 20250908 ... 9809 9763 AG
116 116 AG2511 20250908 ... 9826 9774 AG
117 117 AG2512 20250908 ... 9831 9786 AG
118 118 AG2601 20250908 ... 9845 9794 AG
119 119 AG2602 20250908 ... 9853 9807 AG
120 120 AG2603 20250908 ... 9874 9822 AG
121 121 AG2604 20250908 ... 9880 9832 AG
122 122 AG2605 20250908 ... 9895 9843 AG
123 123 AG2606 20250908 ... 9916 9860 AG
124 124 AG2607 20250908 ... 9932 9876 AG
125 125 AG2608 20250908 ... 9935 9888 AG
126 126 RB2509 20250908 ... 2949 2967 RB
127 127 RB2510 20250908 ... 3035 3042 RB
128 128 RB2511 20250908 ... 3054 3064 RB
129 129 RB2512 20250908 ... 3097 3110 RB
130 130 RB2601 20250908 ... 3123 3126 RB
131 131 RB2602 20250908 ... 3126 3122 RB
132 132 RB2603 20250908 ... 3140 3139 RB
133 133 RB2604 20250908 ... 3158 3167 RB
134 134 RB2605 20250908 ... 3170 3172 RB
135 135 RB2606 20250908 ... 3188 3185 RB
136 136 RB2607 20250908 ... 3203 3206 RB
137 137 RB2608 20250908 ... 3219 3216 RB
138 138 WR2509 20250908 ... 3342 3342 WR
139 139 WR2510 20250908 ... 3283 3289 WR
140 140 WR2511 20250908 ... 3365 3311 WR
141 141 WR2512 20250908 ... 3349 3349 WR
142 142 WR2601 20250908 ... 3376 3336 WR
143 143 WR2602 20250908 ... 3337 3337 WR
144 144 WR2603 20250908 ... 3435 3435 WR
145 145 WR2604 20250908 ... 3400 3400 WR
146 146 WR2605 20250908 ... 3429 3429 WR
147 147 WR2606 20250908 ... 3375 3375 WR
148 148 WR2607 20250908 ... 3387 3387 WR
149 149 WR2608 20250908 ... 3414 3374 WR
150 150 HC2509 20250908 ... 3396 3377 HC
151 151 HC2510 20250908 ... 3365 3344 HC
152 152 HC2511 20250908 ... 3354 3331 HC
153 153 HC2512 20250908 ... 3344 3341 HC
154 154 HC2601 20250908 ... 3335 3320 HC
155 155 HC2602 20250908 ... 3337 3320 HC
156 156 HC2603 20250908 ... 3339 3325 HC
157 157 HC2604 20250908 ... 3341 3325 HC
158 158 HC2605 20250908 ... 3345 3331 HC
159 159 HC2606 20250908 ... 3353 3326 HC
160 160 HC2607 20250908 ... 3347 3328 HC
161 161 HC2608 20250908 ... 3350 3328 HC
162 162 SS2509 20250908 ... 12730 12730 SS
163 163 SS2510 20250908 ... 12830 12770 SS
164 164 SS2511 20250908 ... 12895 12845 SS
165 165 SS2512 20250908 ... 12935 12880 SS
166 166 SS2601 20250908 ... 12995 12940 SS
167 167 SS2602 20250908 ... 13035 12965 SS
168 168 SS2603 20250908 ... 13115 13030 SS
169 169 SS2604 20250908 ... 13185 13095 SS
170 170 SS2605 20250908 ... 13250 13190 SS
171 171 SS2606 20250908 ... 13285 13260 SS
172 172 SS2607 20250908 ... 13350 13320 SS
173 173 SS2608 20250908 ... 13395 13310 SS
174 174 SC2510 20250908 ... 476.2 482.3 SC
175 175 SC2511 20250908 ... 477.2 481.9 SC
176 176 SC2512 20250908 ... 476.7 481.1 SC
177 177 SC2601 20250908 ... 474.2 479.5 SC
178 178 SC2602 20250908 ... 472.6 477.5 SC
179 179 SC2603 20250908 ... 472.2 475.2 SC
180 180 SC2604 20250908 ... 470 473.7 SC
181 181 SC2605 20250908 ... 469.8 472.5 SC
182 182 SC2606 20250908 ... 469.2 471.5 SC
183 183 SC2607 20250908 ... 466.6 470.4 SC
184 184 SC2608 20250908 ... 463.1 469 SC
185 185 SC2609 20250908 ... 463.7 467.9 SC
186 186 SC2612 20250908 ... 459.9 467.1 SC
187 187 SC2703 20250908 ... 466.8 466.8 SC
188 188 SC2706 20250908 ... 457.5 465 SC
189 189 SC2709 20250908 ... 461.1 464.6 SC
190 190 SC2712 20250908 ... 464.6 464.6 SC
191 191 SC2803 20250908 ... 459.2 462.6 SC
192 192 SC2806 20250908 ... 457.3 460.6 SC
193 193 SC2809 20250908 ... 459 458 SC
194 194 LU2510 20250908 ... 3339 3366 LU
195 195 LU2511 20250908 ... 3362 3389 LU
196 196 LU2512 20250908 ... 3355 3386 LU
197 197 LU2601 20250908 ... 3345 3375 LU
198 198 LU2602 20250908 ... 3345 3358 LU
199 199 LU2603 20250908 ... 3325 3351 LU
200 200 LU2604 20250908 ... 3308 3350 LU
201 201 LU2605 20250908 ... 3328 3345 LU
202 202 LU2606 20250908 ... 3309 3337 LU
203 203 LU2607 20250908 ... 3308 3334 LU
204 204 LU2608 20250908 ... 3319 3337 LU
205 205 LU2609 20250908 ... 3317 3318 LU
206 206 FU2510 20250908 ... 2781 2786 FU
207 207 FU2511 20250908 ... 2772 2784 FU
208 208 FU2512 20250908 ... 2748 2763 FU
209 209 FU2601 20250908 ... 2735 2753 FU
210 210 FU2602 20250908 ... 2719 2744 FU
211 211 FU2603 20250908 ... 2704 2736 FU
212 212 FU2604 20250908 ... 2708 2726 FU
213 213 FU2605 20250908 ... 2691 2717 FU
214 214 FU2606 20250908 ... 2688 2714 FU
215 215 FU2607 20250908 ... 2682 2706 FU
216 216 FU2608 20250908 ... 2677 2706 FU
217 217 FU2609 20250908 ... 2657 2693 FU
218 218 BU2509 20250908 ... 3448 3483 BU
219 219 BU2510 20250908 ... 3443 3461 BU
220 220 BU2511 20250908 ... 3417 3430 BU
221 221 BU2512 20250908 ... 3371 3382 BU
222 222 BU2601 20250908 ... 3345 3355 BU
223 223 BU2602 20250908 ... 3348 3356 BU
224 224 BU2603 20250908 ... 3347 3352 BU
225 225 BU2604 20250908 ... 3332 3367 BU
226 226 BU2605 20250908 ... 3353 3361 BU
227 227 BU2606 20250908 ... 3343 3354 BU
228 228 BU2607 20250908 ... 3341 3347 BU
229 229 BU2608 20250908 ... 3316 3340 BU
230 230 BU2609 20250908 ... 3324 3332 BU
231 231 BU2612 20250908 ... 3286 3290 BU
232 232 BU2703 20250908 ... 3293 3287 BU
233 233 BU2706 20250908 ... 3294 3326 BU
234 234 BR2509 20250908 ... 12090 12050 BR
235 235 BR2510 20250908 ... 12025 11965 BR
236 236 BR2511 20250908 ... 12010 11940 BR
237 237 BR2512 20250908 ... 11970 11905 BR
238 238 BR2601 20250908 ... 11975 11900 BR
239 239 BR2602 20250908 ... 11990 11865 BR
240 240 BR2603 20250908 ... 12000 11875 BR
241 241 BR2604 20250908 ... 12055 12050 BR
242 242 BR2605 20250908 ... 12055 12035 BR
243 243 BR2606 20250908 ... 12015 11885 BR
244 244 BR2607 20250908 ... 12165 12285 BR
245 245 BR2608 20250908 ... 12205 12280 BR
246 246 RU2509 20250908 ... 15310 15165 RU
247 247 RU2510 20250908 ... 15325 15210 RU
248 248 RU2511 20250908 ... 15260 15145 RU
249 249 RU2601 20250908 ... 16245 16120 RU
250 250 RU2603 20250908 ... 16250 16130 RU
251 251 RU2604 20250908 ... 16255 16125 RU
252 252 RU2605 20250908 ... 16280 16195 RU
253 253 RU2606 20250908 ... 16310 16330 RU
254 254 RU2607 20250908 ... 16340 16250 RU
255 255 RU2608 20250908 ... 16380 16265 RU
256 256 NR2509 20250908 ... 12890 12790 NR
257 257 NR2510 20250908 ... 12975 12890 NR
258 258 NR2511 20250908 ... 13030 12955 NR
259 259 NR2512 20250908 ... 13065 12990 NR
260 260 NR2601 20250908 ... 13090 13025 NR
261 261 NR2602 20250908 ... 13100 13050 NR
262 262 NR2603 20250908 ... 13055 13010 NR
263 263 NR2604 20250908 ... 13045 13010 NR
264 264 NR2605 20250908 ... 13050 12990 NR
265 265 NR2606 20250908 ... 13085 13000 NR
266 266 NR2607 20250908 ... 13095 12880 NR
267 267 NR2608 20250908 ... 13100 12915 NR
268 268 SP2509 20250908 ... 4956 4988 SP
269 269 SP2510 20250908 ... 4988 5018 SP
270 270 SP2511 20250908 ... 5016 5038 SP
271 271 SP2512 20250908 ... 5028 5056 SP
272 272 SP2601 20250908 ... 5284 5314 SP
273 273 SP2602 20250908 ... 5260 5292 SP
274 274 SP2603 20250908 ... 5274 5308 SP
275 275 SP2604 20250908 ... 5274 5300 SP
276 276 SP2605 20250908 ... 5294 5324 SP
277 277 SP2606 20250908 ... 5300 5310 SP
278 278 SP2607 20250908 ... 5294 5328 SP
279 279 SP2608 20250908 ... 5304 5334 SP
280 280 EC2510 20250908 ... 1281.1 1318.7 EC
281 281 EC2512 20250908 ... 1666.1 1696 EC
282 282 EC2602 20250908 ... 1512.9 1531.5 EC
283 283 EC2604 20250908 ... 1246 1253 EC
284 284 EC2606 20250908 ... 1433.1 1445.6 EC
285 285 EC2608 20250908 ... 1603.9 1607 EC
286 289 SC_TAS2510 20250908 ... SC_TAS
287 290 SC_TAS2511 20250908 ... SC_TAS
288 291 SC_TAS2512 20250908 ... SC_TAS
289 292 SC_TAS2601 20250908 ... SC_TAS
[290 rows x 13 columns]
2025-09-12 16:27:25,784 - future_1d - INFO - ak.get_shfe_daily('2025-09-08') done
2025-09-12 16:27:32,457 - future_1d - INFO - save future_daily 2025-09-08 completed
symbol date open ... settle pre_settle variety
0 a2509 20250909 0.00 ... 4067.00 4067.00 A
1 a2511 20250909 3973.00 ... 3971.00 3973.00 A
2 a2601 20250909 3976.00 ... 3970.00 3973.00 A
3 a2603 20250909 3976.00 ... 3971.00 3974.00 A
4 a2605 20250909 4028.00 ... 4016.00 4019.00 A
5 a2607 20250909 4023.00 ... 4018.00 4023.00 A
6 b2509 20250909 0.00 ... 3681.00 3681.00 B
7 b2510 20250909 3713.00 ... 3720.00 3730.00 B
8 b2511 20250909 3764.00 ... 3755.00 3765.00 B
9 b2512 20250909 3788.00 ... 3786.00 3790.00 B
10 b2601 20250909 3784.00 ... 3785.00 3784.00 B
11 b2602 20250909 3768.00 ... 3766.00 3768.00 B
12 b2603 20250909 3720.00 ... 3712.00 3714.00 B
13 b2604 20250909 3604.00 ... 3597.00 3600.00 B
14 b2605 20250909 3525.00 ... 3521.00 3526.00 B
15 b2606 20250909 3498.00 ... 3497.00 3500.00 B
16 b2607 20250909 3504.00 ... 3499.00 3506.00 B
17 b2608 20250909 3597.00 ... 3597.00 3597.00 B
18 bb2509 20250909 0.00 ... 136.00 136.00 BB
19 bb2511 20250909 142.00 ... 142.15 141.20 BB
20 bb2601 20250909 146.50 ... 146.90 146.90 BB
21 bb2603 20250909 146.65 ... 147.15 146.35 BB
22 bb2605 20250909 0.00 ... 141.45 140.70 BB
23 bb2607 20250909 0.00 ... 146.25 145.50 BB
24 bz2603 20250909 6011.00 ... 5998.00 6013.00 BZ
25 bz2604 20250909 5984.00 ... 5979.00 5998.00 BZ
26 bz2605 20250909 6012.00 ... 6012.00 6012.00 BZ
27 bz2606 20250909 6001.00 ... 6002.00 5991.00 BZ
28 bz2607 20250909 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250909 6005.00 ... 6005.00 5951.00 BZ
30 c2509 20250909 2285.00 ... 2285.00 2285.00 C
31 c2511 20250909 2231.00 ... 2215.00 2226.00 C
32 c2601 20250909 2211.00 ... 2191.00 2203.00 C
33 c2603 20250909 2214.00 ... 2204.00 2212.00 C
34 c2605 20250909 2268.00 ... 2258.00 2266.00 C
35 c2607 20250909 2275.00 ... 2266.00 2274.00 C
36 cs2509 20250909 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250909 2528.00 ... 2513.00 2523.00 CS
38 cs2601 20250909 2542.00 ... 2532.00 2540.00 CS
39 cs2603 20250909 2549.00 ... 2538.00 2547.00 CS
40 cs2605 20250909 2621.00 ... 2614.00 2617.00 CS
41 cs2607 20250909 2622.00 ... 2615.00 2620.00 CS
42 eb2509 20250909 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250909 7090.00 ... 7047.00 7062.00 EB
44 eb2511 20250909 7100.00 ... 7058.00 7072.00 EB
45 eb2512 20250909 7100.00 ... 7065.00 7080.00 EB
46 eb2601 20250909 7130.00 ... 7093.00 7108.00 EB
47 eb2602 20250909 7149.00 ... 7123.00 7136.00 EB
48 eb2603 20250909 7180.00 ... 7156.00 7167.00 EB
49 eb2604 20250909 0.00 ... 7193.00 7193.00 EB
50 eb2605 20250909 7229.00 ... 7194.00 7207.00 EB
51 eb2606 20250909 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250909 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250909 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250909 4373.00 ... 4361.00 4386.00 EG
55 eg2510 20250909 4375.00 ... 4351.00 4383.00 EG
56 eg2511 20250909 4361.00 ... 4328.00 4372.00 EG
57 eg2512 20250909 4344.00 ... 4325.00 4354.00 EG
58 eg2601 20250909 4342.00 ... 4319.00 4344.00 EG
59 eg2602 20250909 4347.00 ... 4325.00 4357.00 EG
60 eg2603 20250909 4329.00 ... 4323.00 4349.00 EG
61 eg2604 20250909 4348.00 ... 4348.00 4372.00 EG
62 eg2605 20250909 4363.00 ... 4348.00 4372.00 EG
63 eg2606 20250909 4357.00 ... 4355.00 4371.00 EG
64 eg2607 20250909 4358.00 ... 4358.00 4384.00 EG
65 eg2608 20250909 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250909 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250909 1274.50 ... 1273.00 1274.50 FB
68 fb2511 20250909 1262.00 ... 1258.00 1258.50 FB
69 fb2512 20250909 1257.00 ... 1254.50 1257.50 FB
70 fb2601 20250909 1246.50 ... 1245.00 1249.50 FB
71 fb2602 20250909 1238.00 ... 1238.00 1241.50 FB
72 fb2603 20250909 1244.00 ... 1246.00 1245.00 FB
73 fb2604 20250909 0.00 ... 1255.00 1255.00 FB
74 fb2605 20250909 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250909 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250909 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250909 1300.00 ... 1296.00 1291.50 FB
78 i2509 20250909 839.00 ... 847.50 835.00 I
79 i2510 20250909 816.50 ... 823.50 810.50 I
80 i2511 20250909 810.00 ... 818.00 805.00 I
81 i2512 20250909 803.00 ... 811.50 798.50 I
82 i2601 20250909 792.00 ... 803.00 789.00 I
83 i2602 20250909 786.50 ... 798.00 783.00 I
84 i2603 20250909 782.00 ... 791.00 778.00 I
85 i2604 20250909 777.00 ... 788.00 773.50 I
86 i2605 20250909 768.50 ... 779.00 764.50 I
87 i2606 20250909 762.50 ... 772.00 759.50 I
88 i2607 20250909 758.50 ... 767.50 754.50 I
89 i2608 20250909 754.00 ... 762.50 750.50 I
90 j2509 20250909 0.00 ... 1512.50 1512.50 J
91 j2510 20250909 1510.00 ... 1514.00 1526.50 J
92 j2511 20250909 1543.50 ... 1546.50 1555.00 J
93 j2512 20250909 1583.00 ... 1584.50 1593.50 J
94 j2601 20250909 1620.00 ... 1615.50 1617.00 J
95 j2602 20250909 1642.00 ... 1645.50 1631.50 J
96 j2603 20250909 1660.00 ... 1660.00 1659.50 J
97 j2604 20250909 1722.00 ... 1720.50 1716.00 J
98 j2605 20250909 1747.50 ... 1744.00 1733.50 J
99 j2606 20250909 1765.50 ... 1761.00 1719.00 J
100 j2607 20250909 1768.50 ... 1768.50 1738.50 J
101 j2608 20250909 1762.50 ... 1770.00 1710.50 J
102 jd2509 20250909 3051.00 ... 3050.00 3072.00 JD
103 jd2510 20250909 2995.00 ... 3032.00 3004.00 JD
104 jd2511 20250909 3022.00 ... 3066.00 3027.00 JD
105 jd2512 20250909 3185.00 ... 3223.00 3199.00 JD
106 jd2601 20250909 3400.00 ... 3406.00 3384.00 JD
107 jd2602 20250909 3125.00 ... 3138.00 3125.00 JD
108 jd2603 20250909 3135.00 ... 3150.00 3138.00 JD
109 jd2604 20250909 3330.00 ... 3343.00 3326.00 JD
110 jd2605 20250909 3465.00 ... 3480.00 3461.00 JD
111 jd2606 20250909 3278.00 ... 3287.00 3280.00 JD
112 jd2607 20250909 3500.00 ... 3510.00 3503.00 JD
113 jd2608 20250909 3910.00 ... 3918.00 3911.00 JD
114 jm2509 20250909 950.00 ... 950.50 929.50 JM
115 jm2510 20250909 966.00 ... 963.00 969.50 JM
116 jm2511 20250909 1035.00 ... 1022.00 1028.00 JM
117 jm2512 20250909 1087.00 ... 1082.50 1086.50 JM
118 jm2601 20250909 1143.00 ... 1139.00 1142.50 JM
119 jm2602 20250909 1160.50 ... 1165.00 1165.50 JM
120 jm2603 20250909 1186.50 ... 1188.50 1188.50 JM
121 jm2604 20250909 1212.00 ... 1209.50 1208.00 JM
122 jm2605 20250909 1224.00 ... 1226.00 1223.50 JM
123 jm2606 20250909 1234.00 ... 1241.00 1240.50 JM
124 jm2607 20250909 1250.50 ... 1251.50 1251.00 JM
125 jm2608 20250909 1254.50 ... 1259.50 1260.50 JM
126 l2509 20250909 7217.00 ... 7140.00 7152.00 L
127 l2510 20250909 7247.00 ... 7203.00 7211.00 L
128 l2511 20250909 7227.00 ... 7212.00 7223.00 L
129 l2512 20250909 7252.00 ... 7221.00 7230.00 L
130 l2601 20250909 7248.00 ... 7228.00 7229.00 L
131 l2602 20250909 7239.00 ... 7219.00 7220.00 L
132 l2603 20250909 7216.00 ... 7217.00 7221.00 L
133 l2604 20250909 7275.00 ... 7246.00 7260.00 L
134 l2605 20250909 7259.00 ... 7239.00 7234.00 L
135 l2606 20250909 7228.00 ... 7228.00 7238.00 L
136 l2607 20250909 7267.00 ... 7251.00 7251.00 L
137 l2608 20250909 7285.00 ... 7269.00 7274.00 L
138 lg2509 20250909 780.00 ... 776.50 776.00 LG
139 lg2511 20250909 806.00 ... 805.50 807.00 LG
140 lg2601 20250909 825.00 ... 819.50 821.50 LG
141 lg2603 20250909 829.50 ... 826.00 827.50 LG
142 lg2605 20250909 833.50 ... 830.50 832.00 LG
143 lg2607 20250909 833.50 ... 833.00 833.00 LG
144 lh2509 20250909 13045.00 ... 13140.00 13100.00 LH
145 lh2511 20250909 13290.00 ... 13230.00 13305.00 LH
146 lh2601 20250909 13745.00 ... 13690.00 13800.00 LH
147 lh2603 20250909 13090.00 ... 12990.00 13090.00 LH
148 lh2605 20250909 13555.00 ... 13480.00 13585.00 LH
149 lh2607 20250909 14165.00 ... 14155.00 14190.00 LH
150 m2509 20250909 0.00 ... 3031.00 3031.00 M
151 m2511 20250909 3050.00 ... 3042.00 3051.00 M
152 m2512 20250909 3091.00 ... 3090.00 3091.00 M
153 m2601 20250909 3080.00 ... 3076.00 3079.00 M
154 m2603 20250909 3008.00 ... 2999.00 3007.00 M
155 m2605 20250909 2810.00 ... 2802.00 2811.00 M
156 m2607 20250909 2785.00 ... 2781.00 2792.00 M
157 m2608 20250909 2914.00 ... 2909.00 2918.00 M
158 p2509 20250909 9390.00 ... 9478.00 9320.00 P
159 p2510 20250909 9458.00 ... 9436.00 9422.00 P
160 p2511 20250909 9452.00 ... 9434.00 9414.00 P
161 p2512 20250909 9470.00 ... 9458.00 9434.00 P
162 p2601 20250909 9474.00 ... 9470.00 9438.00 P
163 p2602 20250909 9400.00 ... 9410.00 9400.00 P
164 p2603 20250909 9386.00 ... 9394.00 9386.00 P
165 p2604 20250909 9300.00 ... 9326.00 9284.00 P
166 p2605 20250909 9250.00 ... 9246.00 9218.00 P
167 p2606 20250909 9172.00 ... 9156.00 9122.00 P
168 p2607 20250909 9066.00 ... 9052.00 9038.00 P
169 p2608 20250909 8992.00 ... 8966.00 8956.00 P
170 pg2509 20250909 3730.00 ... 3706.00 3725.00 PG
171 pg2510 20250909 4440.00 ... 4413.00 4389.00 PG
172 pg2511 20250909 4377.00 ... 4356.00 4322.00 PG
173 pg2512 20250909 4330.00 ... 4294.00 4260.00 PG
174 pg2601 20250909 4256.00 ... 4235.00 4195.00 PG
175 pg2602 20250909 4171.00 ... 4166.00 4110.00 PG
176 pg2603 20250909 4073.00 ... 4079.00 4032.00 PG
177 pg2604 20250909 4412.00 ... 4409.00 4384.00 PG
178 pg2605 20250909 4334.00 ... 4323.00 4291.00 PG
179 pg2606 20250909 4250.00 ... 4261.00 4245.00 PG
180 pg2607 20250909 4194.00 ... 4207.00 4181.00 PG
181 pg2608 20250909 4157.00 ... 4163.00 4138.00 PG
182 pp2509 20250909 6688.00 ... 6835.00 6907.00 PP
183 pp2510 20250909 6900.00 ... 6868.00 6881.00 PP
184 pp2511 20250909 6913.00 ... 6896.00 6910.00 PP
185 pp2512 20250909 6955.00 ... 6925.00 6935.00 PP
186 pp2601 20250909 6970.00 ... 6945.00 6950.00 PP
187 pp2602 20250909 6941.00 ... 6922.00 6930.00 PP
188 pp2603 20250909 6910.00 ... 6922.00 6919.00 PP
189 pp2604 20250909 6964.00 ... 6950.00 6946.00 PP
190 pp2605 20250909 6989.00 ... 6962.00 6967.00 PP
191 pp2606 20250909 6944.00 ... 6931.00 6941.00 PP
192 pp2607 20250909 6891.00 ... 6897.00 6919.00 PP
193 pp2608 20250909 6905.00 ... 6906.00 6918.00 PP
194 rr2509 20250909 3620.00 ... 3620.00 3585.00 RR
195 rr2510 20250909 3609.00 ... 3609.00 3611.00 RR
196 rr2511 20250909 3612.00 ... 3613.00 3613.00 RR
197 rr2512 20250909 3611.00 ... 3609.00 3610.00 RR
198 rr2601 20250909 3620.00 ... 3620.00 3623.00 RR
199 rr2602 20250909 3604.00 ... 3604.00 3609.00 RR
200 rr2603 20250909 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250909 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250909 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250909 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250909 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250909 0.00 ... 3625.00 3625.00 RR
206 v2509 20250909 4727.00 ... 4710.00 4721.00 V
207 v2510 20250909 4770.00 ... 4755.00 4770.00 V
208 v2511 20250909 4811.00 ... 4787.00 4801.00 V
209 v2512 20250909 4848.00 ... 4822.00 4839.00 V
210 v2601 20250909 4890.00 ... 4864.00 4878.00 V
211 v2602 20250909 4921.00 ... 4898.00 4919.00 V
212 v2603 20250909 4956.00 ... 4931.00 4950.00 V
213 v2604 20250909 5160.00 ... 5120.00 5154.00 V
214 v2605 20250909 5192.00 ... 5173.00 5186.00 V
215 v2606 20250909 5216.00 ... 5192.00 5208.00 V
216 v2607 20250909 5248.00 ... 5241.00 5252.00 V
217 v2608 20250909 5298.00 ... 5271.00 5285.00 V
218 y2509 20250909 7916.00 ... 8286.00 8420.00 Y
219 y2511 20250909 8442.00 ... 8448.00 8432.00 Y
220 y2512 20250909 8468.00 ... 8466.00 8454.00 Y
221 y2601 20250909 8424.00 ... 8418.00 8408.00 Y
222 y2603 20250909 8362.00 ... 8336.00 8326.00 Y
223 y2605 20250909 8132.00 ... 8122.00 8110.00 Y
224 y2607 20250909 8078.00 ... 8080.00 8062.00 Y
225 y2608 20250909 8094.00 ... 8086.00 8052.00 Y
[226 rows x 12 columns]
2025-09-12 16:27:37,293 - future_1d - INFO - ak.get_dce_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 SC2510 20250909 490.5 ... 483.4 476.2 SC
1 SC2511 20250909 485.9 ... 481.3 477.2 SC
2 SC2512 20250909 481.9 ... 479.6 476.7 SC
3 SC2601 20250909 479.9 ... 477.3 474.2 SC
4 SC2602 20250909 477.5 ... 476 472.6 SC
5 SC2603 20250909 475.5 ... 474.9 472.2 SC
6 SC2604 20250909 473.8 ... 473.4 470 SC
7 SC2605 20250909 472.3 ... 472.7 469.8 SC
8 SC2606 20250909 469.7 ... 471.4 469.2 SC
9 SC2607 20250909 468.1 ... 467.9 466.6 SC
10 SC2608 20250909 468.7 ... 467.4 463.1 SC
11 SC2609 20250909 465 ... 466 463.7 SC
12 SC2612 20250909 464.8 ... 464.8 459.9 SC
13 SC2703 20250909 462 ... 462.1 466.8 SC
14 SC2706 20250909 459 ... 459.3 457.5 SC
15 SC2709 20250909 462.9 ... 460.6 461.1 SC
16 SC2712 20250909 466.1 ... 461.7 464.6 SC
17 SC2803 20250909 463.4 ... 460.8 459.2 SC
18 SC2806 20250909 460.2 ... 458.5 457.3 SC
19 SC2809 20250909 459.4 ... 458.1 459 SC
21 LU2510 20250909 3355 ... 3345 3339 LU
22 LU2511 20250909 3402 ... 3367 3362 LU
23 LU2512 20250909 3394 ... 3365 3355 LU
24 LU2601 20250909 3376 ... 3358 3345 LU
25 LU2602 20250909 3365 ... 3340 3345 LU
26 LU2603 20250909 3338 ... 3336 3325 LU
27 LU2604 20250909 3322 ... 3334 3308 LU
28 LU2605 20250909 3317 ... 3325 3328 LU
29 LU2606 20250909 3313 ... 3313 3309 LU
30 LU2607 20250909 3333 ... 3320 3308 LU
31 LU2608 20250909 3342 ... 3329 3319 LU
32 LU2609 20250909 3325 ... 3316 3317 LU
34 NR2509 20250909 12770 ... 12705 12890 NR
35 NR2510 20250909 12980 ... 12800 12975 NR
36 NR2511 20250909 13040 ... 12840 13030 NR
37 NR2512 20250909 13085 ... 12870 13065 NR
38 NR2601 20250909 13110 ... 12920 13090 NR
39 NR2602 20250909 13095 ... 12905 13100 NR
40 NR2603 20250909 13025 ... 12885 13055 NR
41 NR2604 20250909 13015 ... 12895 13045 NR
42 NR2605 20250909 13000 ... 12935 13050 NR
43 NR2606 20250909 ... 13000 13085 NR
44 NR2607 20250909 ... 13060 13095 NR
45 NR2608 20250909 ... 12865 13100 NR
47 BC2509 20250909 70590 ... 70500 70330 BC
48 BC2510 20250909 70890 ... 70810 70780 BC
49 BC2511 20250909 70720 ... 70780 70810 BC
50 BC2512 20250909 ... 70790 70790 BC
51 BC2601 20250909 ... 70880 70810 BC
52 BC2602 20250909 ... 70900 70900 BC
53 BC2603 20250909 ... 70880 70820 BC
54 BC2604 20250909 ... 71200 71200 BC
55 BC2605 20250909 ... 71170 71170 BC
56 BC2606 20250909 ... 70700 70700 BC
57 BC2607 20250909 ... 70900 70900 BC
58 BC2608 20250909 ... 70800 70800 BC
60 EC2510 20250909 1280 ... 1272.8 1281.1 EC
61 EC2512 20250909 1649 ... 1674.4 1666.1 EC
62 EC2602 20250909 1515 ... 1521.8 1512.9 EC
63 EC2604 20250909 1235.6 ... 1249.5 1246 EC
64 EC2606 20250909 1423.4 ... 1429.9 1433.1 EC
65 EC2608 20250909 1596.4 ... 1606.3 1603.9 EC
68 SC_TAS2510 20250909 ... SC_TAS
69 SC_TAS2511 20250909 ... SC_TAS
70 SC_TAS2512 20250909 ... SC_TAS
71 SC_TAS2601 20250909 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 16:27:37,356 - future_1d - INFO - ak.get_ine_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 IC2509 20250909 6904.000 ... 6866.800 6925.600 IC
1 IC2510 20250909 6814.600 ... 6808.000 6870.600 IC
2 IC2512 20250909 6730.000 ... 6692.000 6761.600 IC
3 IC2603 20250909 6599.800 ... 6546.400 6615.600 IC
4 IF2509 20250909 4438.000 ... 4420.800 4457.000 IF
5 IF2510 20250909 4434.800 ... 4412.800 4449.400 IF
6 IF2512 20250909 4415.800 ... 4393.200 4429.600 IF
7 IF2603 20250909 4397.800 ... 4373.600 4411.000 IF
8 IH2509 20250909 2930.400 ... 2922.000 2938.600 IH
9 IH2510 20250909 2930.400 ... 2921.600 2938.400 IH
10 IH2512 20250909 2934.000 ... 2921.800 2938.800 IH
11 IH2603 20250909 2932.800 ... 2923.200 2941.800 IH
12 IM2509 20250909 7215.000 ... 7153.400 7248.000 IM
13 IM2510 20250909 7135.600 ... 7092.400 7189.200 IM
14 IM2512 20250909 7020.000 ... 6948.800 7053.200 IM
15 IM2603 20250909 6850.000 ... 6769.800 6873.200 IM
16 T2509 20250909 NaN ... 107.920 107.980 T
17 T2512 20250909 107.835 ... 107.785 107.845 T
18 T2603 20250909 107.540 ... 107.525 107.570 T
19 TF2509 20250909 105.625 ... 105.655 105.670 TF
20 TF2512 20250909 105.580 ... 105.580 105.580 TF
21 TF2603 20250909 105.485 ... 105.495 105.495 TF
22 TL2509 20250909 116.490 ... 116.310 116.400 TL
23 TL2512 20250909 116.050 ... 115.760 115.980 TL
24 TL2603 20250909 115.700 ... 115.390 115.640 TL
25 TS2509 20250909 NaN ... 102.346 102.356 TS
26 TS2512 20250909 102.386 ... 102.390 102.400 TS
27 TS2603 20250909 102.338 ... 102.324 102.350 TS
[28 rows x 12 columns]
2025-09-12 16:27:37,559 - future_1d - INFO - ak.get_cffex_daily('2025-09-09') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250909 8340.0 8346.0 ... 398303.72 8175.0 8359.0 AP
1 AP511 20250909 8232.0 8267.0 ... 11144.13 8049.0 8240.0 AP
2 AP512 20250909 8285.0 8333.0 ... 3579.47 8080.0 8273.0 AP
3 AP601 20250909 8381.0 8428.0 ... 1609975.99 8136.0 8347.0 AP
4 AP603 20250909 8277.0 8300.0 ... 2110.89 8088.0 8242.0 AP
5 AP604 20250909 8286.0 8286.0 ... 980.05 8100.0 8236.0 AP
6 AP605 20250909 8321.0 8350.0 ... 10286.90 8177.0 8284.0 AP
7 CF509 20250909 13465.0 13465.0 ... 6919.57 13440.0 13490.0 CF
8 CF511 20250909 13700.0 13740.0 ... 236848.95 13675.0 13770.0 CF
9 CF601 20250909 13900.0 13945.0 ... 1654355.34 13880.0 13930.0 CF
10 CF603 20250909 13880.0 13910.0 ... 3437.41 13860.0 13890.0 CF
11 CF605 20250909 13850.0 13900.0 ... 131204.40 13835.0 13875.0 CF
12 CF607 20250909 13895.0 13910.0 ... 561.29 13860.0 13890.0 CF
13 CJ509 20250909 10000.0 10000.0 ... 129.31 9945.0 10015.0 CJ
14 CJ512 20250909 11050.0 11090.0 ... 4191.64 10985.0 10990.0 CJ
15 CJ601 20250909 11125.0 11165.0 ... 540637.40 11040.0 11065.0 CJ
16 CJ603 20250909 11165.0 11200.0 ... 5224.81 11080.0 11130.0 CJ
17 CJ605 20250909 11240.0 11295.0 ... 83151.06 11170.0 11200.0 CJ
18 CJ607 20250909 11385.0 11390.0 ... 2087.84 11315.0 11325.0 CJ
19 CY509 20250909 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250909 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250909 19945.0 19965.0 ... 122435.39 19920.0 19955.0 CY
22 CY512 20250909 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250909 19925.0 19935.0 ... 1173.78 19895.0 19945.0 CY
24 CY602 20250909 0.0 0.0 ... 0.00 19995.0 20015.0 CY
25 CY603 20250909 0.0 0.0 ... 0.00 20260.0 20340.0 CY
26 CY604 20250909 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250909 0.0 0.0 ... 0.00 20165.0 20205.0 CY
28 CY606 20250909 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250909 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250909 0.0 0.0 ... 0.00 20220.0 20220.0 CY
31 FG509 20250909 1014.0 1030.0 ... 203.50 1017.0 994.0 FG
32 FG510 20250909 1118.0 1130.0 ... 55015.70 1118.0 1103.0 FG
33 FG511 20250909 1109.0 1121.0 ... 187668.49 1110.0 1092.0 FG
34 FG512 20250909 1205.0 1217.0 ... 77145.75 1206.0 1195.0 FG
35 FG601 20250909 1204.0 1212.0 ... 4621726.47 1199.0 1188.0 FG
36 FG602 20250909 1252.0 1260.0 ... 27773.82 1248.0 1237.0 FG
37 FG603 20250909 1256.0 1263.0 ... 1550.57 1252.0 1240.0 FG
38 FG604 20250909 1300.0 1361.0 ... 2991.62 1311.0 1291.0 FG
39 FG605 20250909 1297.0 1308.0 ... 95590.43 1296.0 1287.0 FG
40 FG606 20250909 1320.0 1334.0 ... 865.75 1324.0 1317.0 FG
41 FG607 20250909 1315.0 1325.0 ... 1217.30 1317.0 1315.0 FG
42 FG608 20250909 1323.0 1350.0 ... 1281.40 1343.0 1337.0 FG
43 JR509 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250909 2249.0 2249.0 ... 553.78 2242.0 2245.0 MA
53 MA510 20250909 2326.0 2326.0 ... 20044.67 2305.0 2309.0 MA
54 MA511 20250909 2346.0 2346.0 ... 117189.59 2331.0 2335.0 MA
55 MA512 20250909 2392.0 2392.0 ... 71359.94 2373.0 2377.0 MA
56 MA601 20250909 2407.0 2411.0 ... 1086271.68 2397.0 2403.0 MA
57 MA602 20250909 2414.0 2425.0 ... 18299.25 2410.0 2414.0 MA
58 MA603 20250909 2415.0 2415.0 ... 74.71 2410.0 2417.0 MA
59 MA604 20250909 0.0 0.0 ... 0.00 2407.0 2407.0 MA
60 MA605 20250909 2410.0 2410.0 ... 90035.18 2394.0 2397.0 MA
61 MA606 20250909 2394.0 2395.0 ... 4.79 2395.0 2403.0 MA
62 MA607 20250909 2393.0 2393.0 ... 85.75 2382.0 2392.0 MA
63 MA608 20250909 2391.0 2391.0 ... 7.16 2388.0 2403.0 MA
64 OI509 20250909 9950.0 9984.0 ... 2990.35 9968.0 9915.0 OI
65 OI511 20250909 10026.0 10035.0 ... 495784.10 9999.0 9921.0 OI
66 OI601 20250909 9847.0 9871.0 ... 2580180.42 9845.0 9782.0 OI
67 OI603 20250909 9676.0 9710.0 ... 3310.56 9680.0 9632.0 OI
68 OI605 20250909 9541.0 9570.0 ... 216425.92 9530.0 9505.0 OI
69 OI607 20250909 9497.0 9516.0 ... 1090.17 9480.0 9440.0 OI
70 PF509 20250909 0.0 0.0 ... 0.00 6268.0 6264.0 PF
71 PF510 20250909 6400.0 6400.0 ... 59152.34 6360.0 6336.0 PF
72 PF511 20250909 6358.0 6366.0 ... 459479.05 6340.0 6324.0 PF
73 PF512 20250909 6370.0 6370.0 ... 140679.42 6322.0 6310.0 PF
74 PF601 20250909 6384.0 6388.0 ... 12038.09 6368.0 6366.0 PF
75 PF602 20250909 6394.0 6402.0 ... 44389.23 6374.0 6376.0 PF
76 PF603 20250909 6386.0 6386.0 ... 15.97 6386.0 6386.0 PF
77 PF604 20250909 0.0 0.0 ... 0.00 6442.0 6442.0 PF
78 PF605 20250909 0.0 0.0 ... 0.00 6454.0 6454.0 PF
79 PF606 20250909 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250909 0.0 0.0 ... 0.00 6492.0 6480.0 PF
81 PF608 20250909 0.0 0.0 ... 0.00 6508.0 6490.0 PF
82 PK510 20250909 7984.0 8000.0 ... 56800.39 7926.0 7986.0 PK
83 PK511 20250909 7860.0 7884.0 ... 444429.83 7830.0 7856.0 PK
84 PK512 20250909 7874.0 7898.0 ... 134430.25 7844.0 7864.0 PK
85 PK601 20250909 7888.0 7906.0 ... 54574.51 7860.0 7874.0 PK
86 PK603 20250909 7898.0 7898.0 ... 177.32 7882.0 7884.0 PK
87 PK604 20250909 7906.0 7918.0 ... 197.38 7896.0 7894.0 PK
88 PK605 20250909 7910.0 7914.0 ... 5695.36 7884.0 7900.0 PK
89 PL601 20250909 6430.0 6430.0 ... 33072.70 6395.0 6388.0 PL
90 PL602 20250909 6448.0 6456.0 ... 334.48 6432.0 6446.0 PL
91 PL603 20250909 6434.0 6434.0 ... 64.27 6427.0 6451.0 PL
92 PL604 20250909 0.0 0.0 ... 0.00 6465.0 6475.0 PL
93 PL605 20250909 6358.0 6361.0 ... 25.44 6360.0 6391.0 PL
94 PL606 20250909 6424.0 6424.0 ... 12.85 6424.0 6424.0 PL
95 PL607 20250909 6424.0 6424.0 ... 12.85 6424.0 6464.0 PL
96 PL608 20250909 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250909 0.0 0.0 ... 0.00 5794.0 5794.0 PR
104 PR510 20250909 5868.0 5872.0 ... 10347.77 5836.0 5834.0 PR
105 PR511 20250909 5868.0 5872.0 ... 283115.06 5834.0 5844.0 PR
106 PR512 20250909 5876.0 5878.0 ... 132496.53 5842.0 5854.0 PR
107 PR601 20250909 5878.0 5878.0 ... 31881.14 5846.0 5854.0 PR
108 PR602 20250909 0.0 0.0 ... 0.00 5886.0 5876.0 PR
109 PR603 20250909 0.0 0.0 ... 0.00 5894.0 5890.0 PR
110 PR604 20250909 0.0 0.0 ... 0.00 5892.0 5882.0 PR
111 PR605 20250909 5916.0 5916.0 ... 8.87 5916.0 5906.0 PR
112 PR606 20250909 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250909 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250909 0.0 0.0 ... 0.00 5960.0 5960.0 PR
115 PX509 20250909 0.0 0.0 ... 0.00 6724.0 6730.0 PX
116 PX510 20250909 6756.0 6756.0 ... 8687.10 6708.0 6706.0 PX
117 PX511 20250909 6768.0 6768.0 ... 496469.85 6708.0 6714.0 PX
118 PX512 20250909 6748.0 6748.0 ... 143746.16 6690.0 6696.0 PX
119 PX601 20250909 6716.0 6716.0 ... 78664.32 6674.0 6668.0 PX
120 PX602 20250909 6696.0 6696.0 ... 13598.00 6660.0 6658.0 PX
121 PX603 20250909 6652.0 6652.0 ... 6.65 6646.0 6634.0 PX
122 PX604 20250909 0.0 0.0 ... 0.00 6696.0 6696.0 PX
123 PX605 20250909 6702.0 6702.0 ... 373.85 6676.0 6664.0 PX
124 PX606 20250909 6682.0 6682.0 ... 3.34 6682.0 6706.0 PX
125 PX607 20250909 6674.0 6674.0 ... 3.34 6674.0 6722.0 PX
126 PX608 20250909 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250909 2580.0 2580.0 ... 334.54 2573.0 2575.0 RM
134 RM511 20250909 2550.0 2559.0 ... 15329.09 2548.0 2556.0 RM
135 RM601 20250909 2537.0 2557.0 ... 634313.36 2539.0 2543.0 RM
136 RM603 20250909 2427.0 2445.0 ... 7668.25 2432.0 2426.0 RM
137 RM605 20250909 2396.0 2412.0 ... 117107.73 2399.0 2395.0 RM
138 RM607 20250909 2379.0 2392.0 ... 23475.46 2380.0 2383.0 RM
139 RM608 20250909 2475.0 2489.0 ... 771.18 2480.0 2474.0 RM
140 RS509 20250909 0.0 0.0 ... 0.00 4854.0 4838.0 RS
141 RS511 20250909 5209.0 5212.0 ... 51.96 5196.0 5184.0 RS
142 RS607 20250909 5511.0 5602.0 ... 155.71 5561.0 5543.0 RS
143 RS608 20250909 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250909 1167.0 1173.0 ... 2515.61 1167.0 1165.0 SA
145 SA510 20250909 1213.0 1222.0 ... 33263.59 1212.0 1212.0 SA
146 SA511 20250909 1227.0 1231.0 ... 250002.89 1219.0 1220.0 SA
147 SA512 20250909 1283.0 1289.0 ... 87096.11 1275.0 1276.0 SA
148 SA601 20250909 1293.0 1299.0 ... 2839531.36 1287.0 1286.0 SA
149 SA602 20250909 1326.0 1330.0 ... 62674.38 1316.0 1318.0 SA
150 SA603 20250909 1337.0 1337.0 ... 2371.62 1323.0 1325.0 SA
151 SA604 20250909 1370.0 1374.0 ... 3728.46 1360.0 1368.0 SA
152 SA605 20250909 1372.0 1378.0 ... 96798.51 1367.0 1372.0 SA
153 SA606 20250909 1383.0 1387.0 ... 507.15 1378.0 1381.0 SA
154 SA607 20250909 1386.0 1389.0 ... 839.95 1377.0 1380.0 SA
155 SA608 20250909 1400.0 1406.0 ... 416.35 1397.0 1399.0 SA
156 SF509 20250909 5450.0 5480.0 ... 307.75 5448.0 5414.0 SF
157 SF510 20250909 5462.0 5498.0 ... 18900.46 5468.0 5414.0 SF
158 SF511 20250909 5624.0 5662.0 ... 400489.95 5630.0 5578.0 SF
159 SF512 20250909 5586.0 5614.0 ... 92623.74 5584.0 5534.0 SF
160 SF601 20250909 5588.0 5616.0 ... 125748.63 5586.0 5542.0 SF
161 SF602 20250909 5550.0 5582.0 ... 39671.48 5548.0 5508.0 SF
162 SF603 20250909 5754.0 5756.0 ... 14.36 5744.0 5690.0 SF
163 SF604 20250909 5736.0 5736.0 ... 5.72 5722.0 5658.0 SF
164 SF605 20250909 5688.0 5720.0 ... 899.25 5692.0 5658.0 SF
165 SF606 20250909 5656.0 5660.0 ... 28.28 5656.0 5618.0 SF
166 SF607 20250909 5808.0 5826.0 ... 8.72 5810.0 5758.0 SF
167 SF608 20250909 5736.0 5758.0 ... 20.10 5744.0 5726.0 SF
168 SH509 20250909 0.0 0.0 ... 0.00 2656.0 2661.0 SH
169 SH510 20250909 2570.0 2587.0 ... 79548.13 2567.0 2570.0 SH
170 SH511 20250909 2588.0 2596.0 ... 525886.10 2571.0 2585.0 SH
171 SH512 20250909 2598.0 2612.0 ... 237136.33 2590.0 2604.0 SH
172 SH601 20250909 2588.0 2593.0 ... 2024748.37 2578.0 2583.0 SH
173 SH602 20250909 2607.0 2609.0 ... 22017.75 2595.0 2600.0 SH
174 SH603 20250909 2616.0 2626.0 ... 1670.27 2614.0 2616.0 SH
175 SH604 20250909 2668.0 2668.0 ... 151.28 2654.0 2659.0 SH
176 SH605 20250909 2680.0 2681.0 ... 12439.80 2667.0 2673.0 SH
177 SH606 20250909 2670.0 2686.0 ... 152.26 2671.0 2680.0 SH
178 SH607 20250909 2668.0 2680.0 ... 208.20 2669.0 2673.0 SH
179 SH608 20250909 0.0 0.0 ... 0.00 2683.0 2683.0 SH
180 SM509 20250909 5720.0 5764.0 ... 1986.60 5742.0 5708.0 SM
181 SM510 20250909 5754.0 5780.0 ... 21824.63 5756.0 5726.0 SM
182 SM511 20250909 5840.0 5852.0 ... 235701.28 5826.0 5798.0 SM
183 SM512 20250909 5846.0 5856.0 ... 42865.71 5832.0 5808.0 SM
184 SM601 20250909 5840.0 5864.0 ... 347986.20 5838.0 5806.0 SM
185 SM602 20250909 5858.0 5870.0 ... 157117.32 5844.0 5806.0 SM
186 SM603 20250909 5858.0 5858.0 ... 26.34 5854.0 5832.0 SM
187 SM604 20250909 5864.0 5864.0 ... 5.86 5864.0 5816.0 SM
188 SM605 20250909 5880.0 5904.0 ... 4777.08 5880.0 5854.0 SM
189 SM606 20250909 5880.0 5880.0 ... 2.94 5880.0 5858.0 SM
190 SM607 20250909 5890.0 5898.0 ... 14.73 5894.0 5902.0 SM
191 SM608 20250909 0.0 0.0 ... 0.00 5886.0 5860.0 SM
192 SR509 20250909 5540.0 5540.0 ... 210.29 5534.0 5540.0 SR
193 SR511 20250909 5530.0 5558.0 ... 112762.65 5525.0 5516.0 SR
194 SR601 20250909 5535.0 5538.0 ... 849127.29 5521.0 5522.0 SR
195 SR603 20250909 5523.0 5526.0 ... 1460.58 5512.0 5511.0 SR
196 SR605 20250909 5516.0 5519.0 ... 38885.99 5503.0 5506.0 SR
197 SR607 20250909 5508.0 5515.0 ... 3701.67 5500.0 5506.0 SR
198 TA509 20250909 4570.0 4600.0 ... 6553.18 4580.0 4544.0 TA
199 TA510 20250909 4652.0 4658.0 ... 47427.45 4640.0 4624.0 TA
200 TA511 20250909 4664.0 4674.0 ... 279933.49 4648.0 4640.0 TA
201 TA512 20250909 4686.0 4686.0 ... 148433.18 4660.0 4656.0 TA
202 TA601 20250909 4698.0 4698.0 ... 1006864.04 4670.0 4662.0 TA
203 TA602 20250909 4688.0 4694.0 ... 10259.67 4676.0 4674.0 TA
204 TA603 20250909 4710.0 4710.0 ... 53.92 4690.0 4700.0 TA
205 TA604 20250909 4696.0 4696.0 ... 21.11 4692.0 4702.0 TA
206 TA605 20250909 4736.0 4736.0 ... 32238.31 4702.0 4700.0 TA
207 TA606 20250909 4708.0 4710.0 ... 4.71 4710.0 4684.0 TA
208 TA607 20250909 4720.0 4720.0 ... 2.36 4720.0 4708.0 TA
209 TA608 20250909 4730.0 4730.0 ... 2.37 4730.0 4722.0 TA
210 UR509 20250909 1633.0 1633.0 ... 897.09 1625.0 1653.0 UR
211 UR510 20250909 1661.0 1663.0 ... 15988.70 1650.0 1669.0 UR
212 UR511 20250909 1693.0 1699.0 ... 48433.83 1681.0 1702.0 UR
213 UR512 20250909 1697.0 1699.0 ... 17355.75 1684.0 1705.0 UR
214 UR601 20250909 1699.0 1701.0 ... 614104.61 1686.0 1703.0 UR
215 UR602 20250909 1695.0 1698.0 ... 809.77 1687.0 1702.0 UR
216 UR603 20250909 1742.0 1742.0 ... 706.17 1731.0 1747.0 UR
217 UR604 20250909 1737.0 1737.0 ... 245.90 1732.0 1749.0 UR
218 UR605 20250909 1740.0 1744.0 ... 37407.45 1734.0 1745.0 UR
219 UR606 20250909 1735.0 1735.0 ... 179.90 1730.0 1740.0 UR
220 UR607 20250909 1763.0 1768.0 ... 77.43 1760.0 1769.0 UR
221 UR608 20250909 1761.0 1761.0 ... 105.17 1753.0 1765.0 UR
222 WH509 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 16:27:37,876 - future_1d - INFO - ak.get_czce_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 PS2509 20250909 0.0 ... 55960.0 55960.0 PS
1 PS2510 20250909 55040.0 ... 55420.0 55690.0 PS
2 PS2511 20250909 55555.0 ... 55320.0 55595.0 PS
3 PS2512 20250909 57990.0 ... 57655.0 57845.0 PS
4 PS2601 20250909 57870.0 ... 57525.0 57690.0 PS
5 PS2602 20250909 57890.0 ... 57635.0 57830.0 PS
6 PS2603 20250909 57805.0 ... 58150.0 57970.0 PS
7 PS2604 20250909 58030.0 ... 58280.0 57845.0 PS
8 PS2605 20250909 58285.0 ... 57690.0 57825.0 PS
9 PS2606 20250909 59885.0 ... 59785.0 59920.0 PS
10 PS2607 20250909 60000.0 ... 59985.0 60045.0 PS
11 PS2608 20250909 59910.0 ... 59585.0 59980.0 PS
13 SI2509 20250909 8555.0 ... 8555.0 8690.0 SI
14 SI2510 20250909 8495.0 ... 8505.0 8560.0 SI
15 SI2511 20250909 8555.0 ... 8530.0 8545.0 SI
16 SI2512 20250909 8880.0 ... 8895.0 8915.0 SI
17 SI2601 20250909 8925.0 ... 8890.0 8900.0 SI
18 SI2602 20250909 8935.0 ... 8900.0 8900.0 SI
19 SI2603 20250909 8980.0 ... 8895.0 8930.0 SI
20 SI2604 20250909 8980.0 ... 8910.0 8930.0 SI
21 SI2605 20250909 8950.0 ... 8920.0 8950.0 SI
22 SI2606 20250909 8980.0 ... 8855.0 8940.0 SI
23 SI2607 20250909 9000.0 ... 8925.0 8965.0 SI
24 SI2608 20250909 9000.0 ... 8965.0 8930.0 SI
27 LC2509 20250909 75000.0 ... 74260.0 74200.0 LC
28 LC2510 20250909 76600.0 ... 74500.0 74460.0 LC
29 LC2511 20250909 74740.0 ... 74340.0 74860.0 LC
30 LC2512 20250909 74600.0 ... 74120.0 74840.0 LC
31 LC2601 20250909 74500.0 ... 74380.0 74860.0 LC
32 LC2602 20250909 74520.0 ... 74040.0 74560.0 LC
33 LC2603 20250909 74480.0 ... 74200.0 74480.0 LC
34 LC2604 20250909 74600.0 ... 74720.0 74600.0 LC
35 LC2605 20250909 74820.0 ... 74740.0 74820.0 LC
36 LC2606 20250909 74540.0 ... 74720.0 74760.0 LC
37 LC2607 20250909 74600.0 ... 74520.0 74640.0 LC
38 LC2608 20250909 74360.0 ... 74580.0 74960.0 LC
[36 rows x 12 columns]
2025-09-12 16:27:38,088 - future_1d - INFO - ak.get_gfex_daily('2025-09-09') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250909 ... 79760 79710 CU
1 1 CU2510 20250909 ... 79710 79730 CU
2 2 CU2511 20250909 ... 79670 79690 CU
3 3 CU2512 20250909 ... 79640 79660 CU
4 4 CU2601 20250909 ... 79600 79620 CU
5 5 CU2602 20250909 ... 79620 79620 CU
6 6 CU2603 20250909 ... 79630 79620 CU
7 7 CU2604 20250909 ... 79700 79640 CU
8 8 CU2605 20250909 ... 79690 79680 CU
9 9 CU2606 20250909 ... 79690 79640 CU
10 10 CU2607 20250909 ... 79700 79680 CU
11 11 CU2608 20250909 ... 79740 79710 CU
12 12 BC2509 20250909 ... 70500 70330 BC
13 13 BC2510 20250909 ... 70810 70780 BC
14 14 BC2511 20250909 ... 70780 70810 BC
15 15 BC2512 20250909 ... 70790 70790 BC
16 16 BC2601 20250909 ... 70880 70810 BC
17 17 BC2602 20250909 ... 70900 70900 BC
18 18 BC2603 20250909 ... 70880 70820 BC
19 19 BC2604 20250909 ... 71200 71200 BC
20 20 BC2605 20250909 ... 71170 71170 BC
21 21 BC2606 20250909 ... 70700 70700 BC
22 22 BC2607 20250909 ... 70900 70900 BC
23 23 BC2608 20250909 ... 70800 70800 BC
24 24 AL2509 20250909 ... 20745 20690 AL
25 25 AL2510 20250909 ... 20750 20710 AL
26 26 AL2511 20250909 ... 20730 20695 AL
27 27 AL2512 20250909 ... 20715 20670 AL
28 28 AL2601 20250909 ... 20695 20655 AL
29 29 AL2602 20250909 ... 20695 20650 AL
30 30 AL2603 20250909 ... 20720 20685 AL
31 31 AL2604 20250909 ... 20740 20700 AL
32 32 AL2605 20250909 ... 20755 20750 AL
33 33 AL2606 20250909 ... 20765 20735 AL
34 34 AL2607 20250909 ... 20775 20755 AL
35 35 AL2608 20250909 ... 20775 20755 AL
36 36 ZN2509 20250909 ... 22155 22185 ZN
37 37 ZN2510 20250909 ... 22200 22245 ZN
38 38 ZN2511 20250909 ... 22205 22235 ZN
39 39 ZN2512 20250909 ... 22210 22240 ZN
40 40 ZN2601 20250909 ... 22215 22250 ZN
41 41 ZN2602 20250909 ... 22215 22235 ZN
42 42 ZN2603 20250909 ... 22230 22275 ZN
43 43 ZN2604 20250909 ... 22245 22270 ZN
44 44 ZN2605 20250909 ... 22270 22285 ZN
45 45 ZN2606 20250909 ... 22280 22310 ZN
46 46 ZN2607 20250909 ... 22250 22340 ZN
47 47 ZN2608 20250909 ... 22310 22315 ZN
48 48 PB2509 20250909 ... 16850 16835 PB
49 49 PB2510 20250909 ... 16915 16890 PB
50 50 PB2511 20250909 ... 16915 16890 PB
51 51 PB2512 20250909 ... 16920 16905 PB
52 52 PB2601 20250909 ... 16925 16915 PB
53 53 PB2602 20250909 ... 16945 16925 PB
54 54 PB2603 20250909 ... 16970 16960 PB
55 55 PB2604 20250909 ... 16990 16995 PB
56 56 PB2605 20250909 ... 17000 16995 PB
57 57 PB2606 20250909 ... 17030 17015 PB
58 58 PB2607 20250909 ... 17020 17020 PB
59 59 PB2608 20250909 ... 17060 17060 PB
60 60 NI2509 20250909 ... 120640 121240 NI
61 61 NI2510 20250909 ... 120940 121510 NI
62 62 NI2511 20250909 ... 121110 121660 NI
63 63 NI2512 20250909 ... 121320 121870 NI
64 64 NI2601 20250909 ... 121610 122130 NI
65 65 NI2602 20250909 ... 121760 122430 NI
66 66 NI2603 20250909 ... 122100 122760 NI
67 67 NI2604 20250909 ... 122290 122950 NI
68 68 NI2605 20250909 ... 122440 122930 NI
69 69 NI2606 20250909 ... 122750 123420 NI
70 70 NI2607 20250909 ... 122990 123570 NI
71 71 NI2608 20250909 ... 123060 123860 NI
72 72 SN2509 20250909 ... 269640 270130 SN
73 73 SN2510 20250909 ... 269790 271110 SN
74 74 SN2511 20250909 ... 270010 271190 SN
75 75 SN2512 20250909 ... 270020 270980 SN
76 76 SN2601 20250909 ... 269950 270710 SN
77 77 SN2602 20250909 ... 269870 271430 SN
78 78 SN2603 20250909 ... 270180 271600 SN
79 79 SN2604 20250909 ... 270260 270450 SN
80 80 SN2605 20250909 ... 270760 271370 SN
81 81 SN2606 20250909 ... 270710 273640 SN
82 82 SN2607 20250909 ... 270170 272320 SN
83 83 SN2608 20250909 ... 271420 272080 SN
84 84 AO2509 20250909 ... 2908 2917 AO
85 85 AO2510 20250909 ... 2919 2945 AO
86 86 AO2511 20250909 ... 2927 2955 AO
87 87 AO2512 20250909 ... 2935 2959 AO
88 88 AO2601 20250909 ... 2944 2965 AO
89 89 AO2602 20250909 ... 2948 2968 AO
90 90 AO2603 20250909 ... 3011 3028 AO
91 91 AO2604 20250909 ... 3021 3036 AO
92 92 AO2605 20250909 ... 3031 3049 AO
93 93 AO2606 20250909 ... 3037 3065 AO
94 94 AO2607 20250909 ... 3055 3075 AO
95 95 AO2608 20250909 ... 3070 3088 AO
96 96 AD2511 20250909 ... 20320 20305 AD
97 97 AD2512 20250909 ... 20335 20325 AD
98 98 AD2601 20250909 ... 20325 20285 AD
99 99 AD2602 20250909 ... 20280 20280 AD
100 100 AD2603 20250909 ... 20295 20295 AD
101 101 AD2604 20250909 ... 20240 20240 AD
102 102 AD2605 20250909 ... 20210 20210 AD
103 103 AD2606 20250909 ... 20155 20155 AD
104 104 AD2607 20250909 ... 20150 20150 AD
105 105 AD2608 20250909 ... 20170 20170 AD
106 106 AU2509 20250909 ... 831.12 819.72 AU
107 107 AU2510 20250909 ... 831.68 821.36 AU
108 108 AU2511 20250909 ... 832.74 822.48 AU
109 109 AU2512 20250909 ... 834.4 823.34 AU
110 110 AU2602 20250909 ... 836.64 825.52 AU
111 111 AU2604 20250909 ... 838.66 827.56 AU
112 112 AU2606 20250909 ... 841.12 829.82 AU
113 113 AU2608 20250909 ... 842.94 832.16 AU
114 114 AG2509 20250909 ... 9844 9778 AG
115 115 AG2510 20250909 ... 9867 9809 AG
116 116 AG2511 20250909 ... 9877 9826 AG
117 117 AG2512 20250909 ... 9889 9831 AG
118 118 AG2601 20250909 ... 9899 9845 AG
119 119 AG2602 20250909 ... 9908 9853 AG
120 120 AG2603 20250909 ... 9925 9874 AG
121 121 AG2604 20250909 ... 9934 9880 AG
122 122 AG2605 20250909 ... 9949 9895 AG
123 123 AG2606 20250909 ... 9962 9916 AG
124 124 AG2607 20250909 ... 9980 9932 AG
125 125 AG2608 20250909 ... 9993 9935 AG
126 126 RB2509 20250909 ... 2951 2949 RB
127 127 RB2510 20250909 ... 3043 3035 RB
128 128 RB2511 20250909 ... 3061 3054 RB
129 129 RB2512 20250909 ... 3107 3097 RB
130 130 RB2601 20250909 ... 3132 3123 RB
131 131 RB2602 20250909 ... 3125 3126 RB
132 132 RB2603 20250909 ... 3143 3140 RB
133 133 RB2604 20250909 ... 3164 3158 RB
134 134 RB2605 20250909 ... 3177 3170 RB
135 135 RB2606 20250909 ... 3190 3188 RB
136 136 RB2607 20250909 ... 3214 3203 RB
137 137 RB2608 20250909 ... 3218 3219 RB
138 138 WR2509 20250909 ... 3342 3342 WR
139 139 WR2510 20250909 ... 3287 3283 WR
140 140 WR2511 20250909 ... 3320 3365 WR
141 141 WR2512 20250909 ... 3349 3349 WR
142 142 WR2601 20250909 ... 3352 3376 WR
143 143 WR2602 20250909 ... 3337 3337 WR
144 144 WR2603 20250909 ... 3338 3435 WR
145 145 WR2604 20250909 ... 3400 3400 WR
146 146 WR2605 20250909 ... 3414 3429 WR
147 147 WR2606 20250909 ... 3375 3375 WR
148 148 WR2607 20250909 ... 3432 3387 WR
149 149 WR2608 20250909 ... 3414 3414 WR
150 150 HC2509 20250909 ... 3396 3396 HC
151 151 HC2510 20250909 ... 3384 3365 HC
152 152 HC2511 20250909 ... 3373 3354 HC
153 153 HC2512 20250909 ... 3366 3344 HC
154 154 HC2601 20250909 ... 3355 3335 HC
155 155 HC2602 20250909 ... 3353 3337 HC
156 156 HC2603 20250909 ... 3357 3339 HC
157 157 HC2604 20250909 ... 3359 3341 HC
158 158 HC2605 20250909 ... 3361 3345 HC
159 159 HC2606 20250909 ... 3366 3353 HC
160 160 HC2607 20250909 ... 3368 3347 HC
161 161 HC2608 20250909 ... 3371 3350 HC
162 162 SS2509 20250909 ... 12800 12730 SS
163 163 SS2510 20250909 ... 12850 12830 SS
164 164 SS2511 20250909 ... 12930 12895 SS
165 165 SS2512 20250909 ... 12975 12935 SS
166 166 SS2601 20250909 ... 13025 12995 SS
167 167 SS2602 20250909 ... 13065 13035 SS
168 168 SS2603 20250909 ... 13175 13115 SS
169 169 SS2604 20250909 ... 13190 13185 SS
170 170 SS2605 20250909 ... 13295 13250 SS
171 171 SS2606 20250909 ... 13330 13285 SS
172 172 SS2607 20250909 ... 13405 13350 SS
173 173 SS2608 20250909 ... 13445 13395 SS
174 174 SC2510 20250909 ... 483.4 476.2 SC
175 175 SC2511 20250909 ... 481.3 477.2 SC
176 176 SC2512 20250909 ... 479.6 476.7 SC
177 177 SC2601 20250909 ... 477.3 474.2 SC
178 178 SC2602 20250909 ... 476 472.6 SC
179 179 SC2603 20250909 ... 474.9 472.2 SC
180 180 SC2604 20250909 ... 473.4 470 SC
181 181 SC2605 20250909 ... 472.7 469.8 SC
182 182 SC2606 20250909 ... 471.4 469.2 SC
183 183 SC2607 20250909 ... 467.9 466.6 SC
184 184 SC2608 20250909 ... 467.4 463.1 SC
185 185 SC2609 20250909 ... 466 463.7 SC
186 186 SC2612 20250909 ... 464.8 459.9 SC
187 187 SC2703 20250909 ... 462.1 466.8 SC
188 188 SC2706 20250909 ... 459.3 457.5 SC
189 189 SC2709 20250909 ... 460.6 461.1 SC
190 190 SC2712 20250909 ... 461.7 464.6 SC
191 191 SC2803 20250909 ... 460.8 459.2 SC
192 192 SC2806 20250909 ... 458.5 457.3 SC
193 193 SC2809 20250909 ... 458.1 459 SC
194 194 LU2510 20250909 ... 3345 3339 LU
195 195 LU2511 20250909 ... 3367 3362 LU
196 196 LU2512 20250909 ... 3365 3355 LU
197 197 LU2601 20250909 ... 3358 3345 LU
198 198 LU2602 20250909 ... 3340 3345 LU
199 199 LU2603 20250909 ... 3336 3325 LU
200 200 LU2604 20250909 ... 3334 3308 LU
201 201 LU2605 20250909 ... 3325 3328 LU
202 202 LU2606 20250909 ... 3313 3309 LU
203 203 LU2607 20250909 ... 3320 3308 LU
204 204 LU2608 20250909 ... 3329 3319 LU
205 205 LU2609 20250909 ... 3316 3317 LU
206 206 FU2510 20250909 ... 2787 2781 FU
207 207 FU2511 20250909 ... 2787 2772 FU
208 208 FU2512 20250909 ... 2768 2748 FU
209 209 FU2601 20250909 ... 2756 2735 FU
210 210 FU2602 20250909 ... 2740 2719 FU
211 211 FU2603 20250909 ... 2727 2704 FU
212 212 FU2604 20250909 ... 2725 2708 FU
213 213 FU2605 20250909 ... 2716 2691 FU
214 214 FU2606 20250909 ... 2711 2688 FU
215 215 FU2607 20250909 ... 2700 2682 FU
216 216 FU2608 20250909 ... 2693 2677 FU
217 217 FU2609 20250909 ... 2674 2657 FU
218 218 BU2509 20250909 ... 3448 3448 BU
219 219 BU2510 20250909 ... 3444 3443 BU
220 220 BU2511 20250909 ... 3420 3417 BU
221 221 BU2512 20250909 ... 3374 3371 BU
222 222 BU2601 20250909 ... 3348 3345 BU
223 223 BU2602 20250909 ... 3348 3348 BU
224 224 BU2603 20250909 ... 3352 3347 BU
225 225 BU2604 20250909 ... 3348 3332 BU
226 226 BU2605 20250909 ... 3351 3353 BU
227 227 BU2606 20250909 ... 3344 3343 BU
228 228 BU2607 20250909 ... 3341 3341 BU
229 229 BU2608 20250909 ... 3340 3316 BU
230 230 BU2609 20250909 ... 3329 3324 BU
231 231 BU2612 20250909 ... 3293 3286 BU
232 232 BU2703 20250909 ... 3293 3293 BU
233 233 BU2706 20250909 ... 3302 3294 BU
234 234 BR2509 20250909 ... 11930 12090 BR
235 235 BR2510 20250909 ... 11820 12025 BR
236 236 BR2511 20250909 ... 11795 12010 BR
237 237 BR2512 20250909 ... 11785 11970 BR
238 238 BR2601 20250909 ... 11775 11975 BR
239 239 BR2602 20250909 ... 11895 11990 BR
240 240 BR2603 20250909 ... 11725 12000 BR
241 241 BR2604 20250909 ... 11670 12055 BR
242 242 BR2605 20250909 ... 11880 12055 BR
243 243 BR2606 20250909 ... 11815 12015 BR
244 244 BR2607 20250909 ... 12000 12165 BR
245 245 BR2608 20250909 ... 11915 12205 BR
246 246 RU2509 20250909 ... 15180 15310 RU
247 247 RU2510 20250909 ... 15170 15325 RU
248 248 RU2511 20250909 ... 15100 15260 RU
249 249 RU2601 20250909 ... 16090 16245 RU
250 250 RU2603 20250909 ... 16045 16250 RU
251 251 RU2604 20250909 ... 16065 16255 RU
252 252 RU2605 20250909 ... 16125 16280 RU
253 253 RU2606 20250909 ... 16115 16310 RU
254 254 RU2607 20250909 ... 16180 16340 RU
255 255 RU2608 20250909 ... 16205 16380 RU
256 256 NR2509 20250909 ... 12705 12890 NR
257 257 NR2510 20250909 ... 12800 12975 NR
258 258 NR2511 20250909 ... 12840 13030 NR
259 259 NR2512 20250909 ... 12870 13065 NR
260 260 NR2601 20250909 ... 12920 13090 NR
261 261 NR2602 20250909 ... 12905 13100 NR
262 262 NR2603 20250909 ... 12885 13055 NR
263 263 NR2604 20250909 ... 12895 13045 NR
264 264 NR2605 20250909 ... 12935 13050 NR
265 265 NR2606 20250909 ... 13000 13085 NR
266 266 NR2607 20250909 ... 13060 13095 NR
267 267 NR2608 20250909 ... 12865 13100 NR
268 268 SP2509 20250909 ... 4954 4956 SP
269 269 SP2510 20250909 ... 4960 4988 SP
270 270 SP2511 20250909 ... 4994 5016 SP
271 271 SP2512 20250909 ... 5008 5028 SP
272 272 SP2601 20250909 ... 5270 5284 SP
273 273 SP2602 20250909 ... 5254 5260 SP
274 274 SP2603 20250909 ... 5266 5274 SP
275 275 SP2604 20250909 ... 5284 5274 SP
276 276 SP2605 20250909 ... 5282 5294 SP
277 277 SP2606 20250909 ... 5290 5300 SP
278 278 SP2607 20250909 ... 5292 5294 SP
279 279 SP2608 20250909 ... 5296 5304 SP
280 280 EC2510 20250909 ... 1272.8 1281.1 EC
281 281 EC2512 20250909 ... 1674.4 1666.1 EC
282 282 EC2602 20250909 ... 1521.8 1512.9 EC
283 283 EC2604 20250909 ... 1249.5 1246 EC
284 284 EC2606 20250909 ... 1429.9 1433.1 EC
285 285 EC2608 20250909 ... 1606.3 1603.9 EC
286 286 SC_TAS2510 20250909 ... SC_TAS
287 287 SC_TAS2511 20250909 ... SC_TAS
288 288 SC_TAS2512 20250909 ... SC_TAS
289 289 SC_TAS2601 20250909 ... SC_TAS
[290 rows x 13 columns]
2025-09-12 16:27:39,017 - future_1d - INFO - ak.get_shfe_daily('2025-09-09') done
2025-09-12 16:28:15,229 - future_1d - INFO - save future_daily 2025-09-09 completed
symbol date open ... settle pre_settle variety
0 a2509 20250910 4040.00 ... 4040.00 4067.00 A
1 a2511 20250910 3968.00 ... 3935.00 3971.00 A
2 a2601 20250910 3971.00 ... 3936.00 3970.00 A
3 a2603 20250910 3970.00 ... 3938.00 3971.00 A
4 a2605 20250910 4012.00 ... 3983.00 4016.00 A
5 a2607 20250910 4017.00 ... 3985.00 4018.00 A
6 b2509 20250910 0.00 ... 3681.00 3681.00 B
7 b2510 20250910 3705.00 ... 3684.00 3720.00 B
8 b2511 20250910 3747.00 ... 3722.00 3755.00 B
9 b2512 20250910 3781.00 ... 3761.00 3786.00 B
10 b2601 20250910 3786.00 ... 3762.00 3785.00 B
11 b2602 20250910 3767.00 ... 3746.00 3766.00 B
12 b2603 20250910 3704.00 ... 3692.00 3712.00 B
13 b2604 20250910 3586.00 ... 3584.00 3597.00 B
14 b2605 20250910 3508.00 ... 3505.00 3521.00 B
15 b2606 20250910 3490.00 ... 3478.00 3497.00 B
16 b2607 20250910 3499.00 ... 3482.00 3499.00 B
17 b2608 20250910 3588.00 ... 3578.00 3597.00 B
18 bb2509 20250910 0.00 ... 136.00 136.00 BB
19 bb2511 20250910 142.05 ... 142.05 142.15 BB
20 bb2601 20250910 148.10 ... 147.60 146.90 BB
21 bb2603 20250910 0.00 ... 147.15 147.15 BB
22 bb2605 20250910 0.00 ... 142.10 141.45 BB
23 bb2607 20250910 0.00 ... 146.90 146.25 BB
24 bz2603 20250910 6009.00 ... 6012.00 5998.00 BZ
25 bz2604 20250910 5984.00 ... 5992.00 5979.00 BZ
26 bz2605 20250910 5990.00 ... 6011.00 6012.00 BZ
27 bz2606 20250910 0.00 ... 6002.00 6002.00 BZ
28 bz2607 20250910 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250910 0.00 ... 6005.00 6005.00 BZ
30 c2509 20250910 0.00 ... 2285.00 2285.00 C
31 c2511 20250910 2216.00 ... 2199.00 2215.00 C
32 c2601 20250910 2190.00 ... 2174.00 2191.00 C
33 c2603 20250910 2203.00 ... 2188.00 2204.00 C
34 c2605 20250910 2254.00 ... 2241.00 2258.00 C
35 c2607 20250910 2262.00 ... 2254.00 2266.00 C
36 cs2509 20250910 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250910 2510.00 ... 2491.00 2513.00 CS
38 cs2601 20250910 2527.00 ... 2504.00 2532.00 CS
39 cs2603 20250910 2534.00 ... 2510.00 2538.00 CS
40 cs2605 20250910 2608.00 ... 2589.00 2614.00 CS
41 cs2607 20250910 2596.00 ... 2589.00 2615.00 CS
42 eb2509 20250910 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250910 7063.00 ... 7059.00 7047.00 EB
44 eb2511 20250910 7064.00 ... 7070.00 7058.00 EB
45 eb2512 20250910 7059.00 ... 7079.00 7065.00 EB
46 eb2601 20250910 7100.00 ... 7101.00 7093.00 EB
47 eb2602 20250910 7127.00 ... 7129.00 7123.00 EB
48 eb2603 20250910 7174.00 ... 7157.00 7156.00 EB
49 eb2604 20250910 7198.00 ... 7189.00 7193.00 EB
50 eb2605 20250910 7186.00 ... 7200.00 7194.00 EB
51 eb2606 20250910 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250910 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250910 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250910 4334.00 ... 4343.00 4361.00 EG
55 eg2510 20250910 4353.00 ... 4347.00 4351.00 EG
56 eg2511 20250910 4346.00 ... 4332.00 4328.00 EG
57 eg2512 20250910 4332.00 ... 4322.00 4325.00 EG
58 eg2601 20250910 4321.00 ... 4320.00 4319.00 EG
59 eg2602 20250910 4321.00 ... 4323.00 4325.00 EG
60 eg2603 20250910 0.00 ... 4323.00 4323.00 EG
61 eg2604 20250910 4342.00 ... 4350.00 4348.00 EG
62 eg2605 20250910 4358.00 ... 4354.00 4348.00 EG
63 eg2606 20250910 4354.00 ... 4357.00 4355.00 EG
64 eg2607 20250910 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250910 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250910 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250910 1273.50 ... 1272.50 1273.00 FB
68 fb2511 20250910 1261.00 ... 1261.50 1258.00 FB
69 fb2512 20250910 1253.50 ... 1256.50 1254.50 FB
70 fb2601 20250910 1250.00 ... 1250.00 1245.00 FB
71 fb2602 20250910 1236.00 ... 1239.00 1238.00 FB
72 fb2603 20250910 1248.00 ... 1252.00 1246.00 FB
73 fb2604 20250910 1250.00 ... 1250.00 1255.00 FB
74 fb2605 20250910 0.00 ... 1318.50 1321.00 FB
75 fb2606 20250910 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250910 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250910 0.00 ... 1296.00 1296.00 FB
78 i2509 20250910 0.00 ... 847.50 847.50 I
79 i2510 20250910 829.00 ... 823.50 823.50 I
80 i2511 20250910 820.50 ... 816.50 818.00 I
81 i2512 20250910 814.00 ... 811.50 811.50 I
82 i2601 20250910 803.50 ... 802.00 803.00 I
83 i2602 20250910 796.00 ... 796.00 798.00 I
84 i2603 20250910 792.50 ... 790.50 791.00 I
85 i2604 20250910 784.50 ... 786.00 788.00 I
86 i2605 20250910 780.00 ... 777.50 779.00 I
87 i2606 20250910 772.00 ... 771.00 772.00 I
88 i2607 20250910 767.00 ... 767.50 767.50 I
89 i2608 20250910 762.00 ... 762.00 762.50 I
90 j2509 20250910 0.00 ... 1512.50 1512.50 J
91 j2510 20250910 1488.50 ... 1499.50 1514.00 J
92 j2511 20250910 1518.50 ... 1533.50 1546.50 J
93 j2512 20250910 1554.00 ... 1572.50 1584.50 J
94 j2601 20250910 1589.00 ... 1601.00 1615.50 J
95 j2602 20250910 1611.00 ... 1618.00 1645.50 J
96 j2603 20250910 0.00 ... 1660.00 1660.00 J
97 j2604 20250910 0.00 ... 1720.50 1720.50 J
98 j2605 20250910 1735.50 ... 1726.00 1744.00 J
99 j2606 20250910 0.00 ... 1761.00 1761.00 J
100 j2607 20250910 1727.00 ... 1727.00 1768.50 J
101 j2608 20250910 1748.00 ... 1763.00 1770.00 J
102 jd2509 20250910 3001.00 ... 3037.00 3050.00 JD
103 jd2510 20250910 3056.00 ... 3032.00 3032.00 JD
104 jd2511 20250910 3077.00 ... 3040.00 3066.00 JD
105 jd2512 20250910 3231.00 ... 3198.00 3223.00 JD
106 jd2601 20250910 3400.00 ... 3373.00 3406.00 JD
107 jd2602 20250910 3131.00 ... 3116.00 3138.00 JD
108 jd2603 20250910 3149.00 ... 3131.00 3150.00 JD
109 jd2604 20250910 3337.00 ... 3327.00 3343.00 JD
110 jd2605 20250910 3480.00 ... 3467.00 3480.00 JD
111 jd2606 20250910 3289.00 ... 3270.00 3287.00 JD
112 jd2607 20250910 3511.00 ... 3494.00 3510.00 JD
113 jd2608 20250910 3922.00 ... 3916.00 3918.00 JD
114 jm2509 20250910 950.00 ... 969.00 950.50 JM
115 jm2510 20250910 948.00 ... 952.50 963.00 JM
116 jm2511 20250910 1008.00 ... 1007.00 1022.00 JM
117 jm2512 20250910 1067.50 ... 1064.00 1082.50 JM
118 jm2601 20250910 1117.00 ... 1115.50 1139.00 JM
119 jm2602 20250910 1149.00 ... 1140.50 1165.00 JM
120 jm2603 20250910 1169.00 ... 1158.00 1188.50 JM
121 jm2604 20250910 1188.00 ... 1174.50 1209.50 JM
122 jm2605 20250910 1199.50 ... 1189.00 1226.00 JM
123 jm2606 20250910 1209.00 ... 1203.50 1241.00 JM
124 jm2607 20250910 1220.00 ... 1213.00 1251.50 JM
125 jm2608 20250910 1239.50 ... 1226.00 1259.50 JM
126 l2509 20250910 7150.00 ... 7165.00 7140.00 L
127 l2510 20250910 7199.00 ... 7205.00 7203.00 L
128 l2511 20250910 7212.00 ... 7219.00 7212.00 L
129 l2512 20250910 7225.00 ... 7230.00 7221.00 L
130 l2601 20250910 7234.00 ... 7233.00 7228.00 L
131 l2602 20250910 7219.00 ... 7227.00 7219.00 L
132 l2603 20250910 7228.00 ... 7227.00 7217.00 L
133 l2604 20250910 7259.00 ... 7259.00 7246.00 L
134 l2605 20250910 7247.00 ... 7243.00 7239.00 L
135 l2606 20250910 0.00 ... 7228.00 7228.00 L
136 l2607 20250910 0.00 ... 7251.00 7251.00 L
137 l2608 20250910 0.00 ... 7269.00 7269.00 L
138 lg2509 20250910 773.50 ... 773.00 776.50 LG
139 lg2511 20250910 803.00 ... 805.00 805.50 LG
140 lg2601 20250910 819.00 ... 819.50 819.50 LG
141 lg2603 20250910 825.50 ... 825.50 826.00 LG
142 lg2605 20250910 831.50 ... 830.00 830.50 LG
143 lg2607 20250910 833.00 ... 831.50 833.00 LG
144 lh2509 20250910 13200.00 ... 13190.00 13140.00 LH
145 lh2511 20250910 13215.00 ... 13315.00 13230.00 LH
146 lh2601 20250910 13635.00 ... 13730.00 13690.00 LH
147 lh2603 20250910 12920.00 ... 13010.00 12990.00 LH
148 lh2605 20250910 13400.00 ... 13520.00 13480.00 LH
149 lh2607 20250910 14155.00 ... 14240.00 14155.00 LH
150 m2509 20250910 0.00 ... 3031.00 3031.00 M
151 m2511 20250910 3041.00 ... 3031.00 3042.00 M
152 m2512 20250910 3090.00 ... 3080.00 3090.00 M
153 m2601 20250910 3079.00 ... 3064.00 3076.00 M
154 m2603 20250910 2998.00 ... 2991.00 2999.00 M
155 m2605 20250910 2800.00 ... 2799.00 2802.00 M
156 m2607 20250910 2781.00 ... 2778.00 2781.00 M
157 m2608 20250910 2907.00 ... 2907.00 2909.00 M
158 p2509 20250910 9446.00 ... 9446.00 9478.00 P
159 p2510 20250910 9420.00 ... 9320.00 9436.00 P
160 p2511 20250910 9420.00 ... 9314.00 9434.00 P
161 p2512 20250910 9446.00 ... 9326.00 9458.00 P
162 p2601 20250910 9470.00 ... 9340.00 9470.00 P
163 p2602 20250910 9386.00 ... 9284.00 9410.00 P
164 p2603 20250910 9394.00 ... 9290.00 9394.00 P
165 p2604 20250910 9280.00 ... 9200.00 9326.00 P
166 p2605 20250910 9256.00 ... 9126.00 9246.00 P
167 p2606 20250910 9100.00 ... 9030.00 9156.00 P
168 p2607 20250910 9006.00 ... 8942.00 9052.00 P
169 p2608 20250910 8922.00 ... 8910.00 8966.00 P
170 pg2509 20250910 3703.00 ... 3706.00 3706.00 PG
171 pg2510 20250910 4398.00 ... 4437.00 4413.00 PG
172 pg2511 20250910 4358.00 ... 4389.00 4356.00 PG
173 pg2512 20250910 4297.00 ... 4328.00 4294.00 PG
174 pg2601 20250910 4228.00 ... 4270.00 4235.00 PG
175 pg2602 20250910 4166.00 ... 4194.00 4166.00 PG
176 pg2603 20250910 4074.00 ... 4105.00 4079.00 PG
177 pg2604 20250910 4403.00 ... 4437.00 4409.00 PG
178 pg2605 20250910 4358.00 ... 4358.00 4323.00 PG
179 pg2606 20250910 4297.00 ... 4288.00 4261.00 PG
180 pg2607 20250910 4256.00 ... 4255.00 4207.00 PG
181 pg2608 20250910 0.00 ... 4163.00 4163.00 PG
182 pp2509 20250910 6818.00 ... 6832.00 6835.00 PP
183 pp2510 20250910 6857.00 ... 6867.00 6868.00 PP
184 pp2511 20250910 6883.00 ... 6898.00 6896.00 PP
185 pp2512 20250910 6919.00 ... 6930.00 6925.00 PP
186 pp2601 20250910 6943.00 ... 6951.00 6945.00 PP
187 pp2602 20250910 6918.00 ... 6933.00 6922.00 PP
188 pp2603 20250910 6923.00 ... 6920.00 6922.00 PP
189 pp2604 20250910 6964.00 ... 6963.00 6950.00 PP
190 pp2605 20250910 6960.00 ... 6973.00 6962.00 PP
191 pp2606 20250910 6944.00 ... 6946.00 6931.00 PP
192 pp2607 20250910 6898.00 ... 6915.00 6897.00 PP
193 pp2608 20250910 6914.00 ... 6922.00 6906.00 PP
194 rr2509 20250910 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250910 3608.00 ... 3605.00 3609.00 RR
196 rr2511 20250910 3615.00 ... 3611.00 3613.00 RR
197 rr2512 20250910 3611.00 ... 3608.00 3609.00 RR
198 rr2601 20250910 3619.00 ... 3617.00 3620.00 RR
199 rr2602 20250910 0.00 ... 3604.00 3604.00 RR
200 rr2603 20250910 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250910 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250910 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250910 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250910 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250910 0.00 ... 3625.00 3625.00 RR
206 v2509 20250910 4691.00 ... 4696.00 4710.00 V
207 v2510 20250910 4733.00 ... 4743.00 4755.00 V
208 v2511 20250910 4770.00 ... 4776.00 4787.00 V
209 v2512 20250910 4810.00 ... 4815.00 4822.00 V
210 v2601 20250910 4850.00 ... 4849.00 4864.00 V
211 v2602 20250910 4882.00 ... 4885.00 4898.00 V
212 v2603 20250910 4906.00 ... 4916.00 4931.00 V
213 v2604 20250910 5120.00 ... 5119.00 5120.00 V
214 v2605 20250910 5150.00 ... 5149.00 5173.00 V
215 v2606 20250910 5167.00 ... 5169.00 5192.00 V
216 v2607 20250910 5220.00 ... 5208.00 5241.00 V
217 v2608 20250910 5240.00 ... 5247.00 5271.00 V
218 y2509 20250910 8650.00 ... 8414.00 8286.00 Y
219 y2511 20250910 8420.00 ... 8344.00 8448.00 Y
220 y2512 20250910 8442.00 ... 8374.00 8466.00 Y
221 y2601 20250910 8388.00 ... 8322.00 8418.00 Y
222 y2603 20250910 8324.00 ... 8236.00 8336.00 Y
223 y2605 20250910 8108.00 ... 8028.00 8122.00 Y
224 y2607 20250910 8052.00 ... 7982.00 8080.00 Y
225 y2608 20250910 8042.00 ... 7998.00 8086.00 Y
[226 rows x 12 columns]
2025-09-12 16:28:20,005 - future_1d - INFO - ak.get_dce_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250910 483 489.4 ... 5025181.2 486.1 483.4 SC
1 SC2511 20250910 482 489.6 ... 1613926.25 485.7 481.3 SC
2 SC2512 20250910 480.6 489.2 ... 538114.44 484.6 479.6 SC
3 SC2601 20250910 479.1 488.2 ... 153939.26 484.5 477.3 SC
4 SC2602 20250910 478.5 486.1 ... 70098.27 483.7 476 SC
5 SC2603 20250910 477 485.3 ... 44646.62 482.6 474.9 SC
6 SC2604 20250910 476.7 485.3 ... 56879.49 481.6 473.4 SC
7 SC2605 20250910 475.4 485.6 ... 16180.82 481.5 472.7 SC
8 SC2606 20250910 472.4 488.3 ... 146503.89 477.9 471.4 SC
9 SC2607 20250910 472.3 484.5 ... 2933.49 480.9 467.9 SC
10 SC2608 20250910 469.7 479.5 ... 142.65 475.5 467.4 SC
11 SC2609 20250910 474.5 474.5 ... 142.34 474.4 466 SC
12 SC2612 20250910 467.3 467.3 ... 46.73 467.3 464.8 SC
13 SC2703 20250910 ... 0 462.1 462.1 SC
14 SC2706 20250910 ... 0 460.7 459.3 SC
15 SC2709 20250910 462 462 ... 92.27 461.3 460.6 SC
16 SC2712 20250910 471.7 471.7 ... 368.84 461 461.7 SC
17 SC2803 20250910 459 462 ... 183.8 459.5 460.8 SC
18 SC2806 20250910 458.2 466.1 ... 830.81 461.5 458.5 SC
19 SC2809 20250910 457 461.5 ... 320.7 458.1 458.1 SC
21 LU2510 20250910 3379 3385 ... 7549.523 3368 3345 LU
22 LU2511 20250910 3384 3412 ... 352206.091 3392 3367 LU
23 LU2512 20250910 3376 3401 ... 150289.394 3382 3365 LU
24 LU2601 20250910 3378 3394 ... 29310.738 3378 3358 LU
25 LU2602 20250910 3354 3371 ... 1541.47 3358 3340 LU
26 LU2603 20250910 3357 3357 ... 16.774 3354 3336 LU
27 LU2604 20250910 3355 3355 ... 10.047 3349 3334 LU
28 LU2605 20250910 3340 3349 ... 20.049 3341 3325 LU
29 LU2606 20250910 3339 3339 ... 3.339 3339 3313 LU
30 LU2607 20250910 3344 3344 ... 10.007 3335 3320 LU
31 LU2608 20250910 3329 3330 ... 29.918 3324 3329 LU
32 LU2609 20250910 3334 3334 ... 23.309 3329 3316 LU
34 NR2509 20250910 12645 12645 ... 126.45 12645 12705 NR
35 NR2510 20250910 12715 12725 ... 182511.685 12660 12800 NR
36 NR2511 20250910 12755 12775 ... 934301.935 12715 12840 NR
37 NR2512 20250910 12805 12820 ... 65431.28 12760 12870 NR
38 NR2601 20250910 12825 12865 ... 114250.385 12800 12920 NR
39 NR2602 20250910 12800 12860 ... 6504.27 12825 12905 NR
40 NR2603 20250910 12795 12855 ... 1433.47 12795 12885 NR
41 NR2604 20250910 12840 12865 ... 589.58 12815 12895 NR
42 NR2605 20250910 12840 12840 ... 38.52 12840 12935 NR
43 NR2606 20250910 ... 0 13000 13000 NR
44 NR2607 20250910 ... 0 13045 13060 NR
45 NR2608 20250910 12865 12865 ... 12.865 12865 12865 NR
47 BC2509 20250910 ... 0 70500 70500 BC
48 BC2510 20250910 70740 71040 ... 130990.865 70820 70810 BC
49 BC2511 20250910 70670 71010 ... 13453.4 70800 70780 BC
50 BC2512 20250910 ... 0 70790 70790 BC
51 BC2601 20250910 ... 0 70880 70880 BC
52 BC2602 20250910 ... 0 70900 70900 BC
53 BC2603 20250910 70460 70460 ... 140.105 70050 70880 BC
54 BC2604 20250910 ... 0 71200 71200 BC
55 BC2605 20250910 ... 0 71170 71170 BC
56 BC2606 20250910 ... 0 70700 70700 BC
57 BC2607 20250910 ... 0 70900 70900 BC
58 BC2608 20250910 ... 0 70800 70800 BC
60 EC2510 20250910 1270 1285.4 ... 96757.742 1270.9 1272.8 EC
61 EC2512 20250910 1664.9 1698 ... 68217.305 1677.3 1674.4 EC
62 EC2602 20250910 1526.7 1537.4 ... 6825.514 1525.2 1521.8 EC
63 EC2604 20250910 1249 1264.4 ... 2798.5375 1252.1 1249.5 EC
64 EC2606 20250910 1438.2 1446.1 ... 719.3225 1438.6 1429.9 EC
65 EC2608 20250910 1619.3 1620.4 ... 346.011 1609.3 1606.3 EC
68 SC_TAS2510 20250910 ... SC_TAS
69 SC_TAS2511 20250910 ... SC_TAS
70 SC_TAS2512 20250910 ... SC_TAS
71 SC_TAS2601 20250910 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 16:28:20,070 - future_1d - INFO - ak.get_ine_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 IC2509 20250910 6883.800 ... 6887.800 6866.800 IC
1 IC2510 20250910 6812.400 ... 6825.800 6808.000 IC
2 IC2512 20250910 6690.000 ... 6710.000 6692.000 IC
3 IC2603 20250910 6546.000 ... 6556.600 6546.400 IC
4 IF2509 20250910 4430.800 ... 4444.600 4420.800 IF
5 IF2510 20250910 4430.000 ... 4437.200 4412.800 IF
6 IF2512 20250910 4399.800 ... 4415.200 4393.200 IF
7 IF2603 20250910 4380.400 ... 4394.000 4373.600 IF
8 IH2509 20250910 2928.000 ... 2944.200 2922.000 IH
9 IH2510 20250910 2928.000 ... 2943.400 2921.600 IH
10 IH2512 20250910 2928.400 ... 2943.200 2921.800 IH
11 IH2603 20250910 2927.800 ... 2945.800 2923.200 IH
12 IM2509 20250910 7176.800 ... 7176.600 7153.400 IM
13 IM2510 20250910 7100.800 ... 7112.400 7092.400 IM
14 IM2512 20250910 6956.600 ... 6965.000 6948.800 IM
15 IM2603 20250910 6778.200 ... 6777.400 6769.800 IM
16 T2509 20250910 107.970 ... 107.725 107.920 T
17 T2512 20250910 107.745 ... 107.505 107.785 T
18 T2603 20250910 107.480 ... 107.235 107.525 T
19 TF2509 20250910 105.645 ... 105.620 105.655 TF
20 TF2512 20250910 105.535 ... 105.445 105.580 TF
21 TF2603 20250910 105.475 ... 105.355 105.495 TF
22 TL2509 20250910 115.830 ... 115.240 116.310 TL
23 TL2512 20250910 115.520 ... 114.870 115.760 TL
24 TL2603 20250910 115.170 ... 114.530 115.390 TL
25 TS2509 20250910 102.346 ... 102.310 102.346 TS
26 TS2512 20250910 102.384 ... 102.348 102.390 TS
27 TS2603 20250910 102.308 ... 102.288 102.324 TS
[28 rows x 12 columns]
2025-09-12 16:28:20,275 - future_1d - INFO - ak.get_cffex_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250910 8045.0 8225.0 ... 154717.05 8163.0 8175.0 AP
1 AP511 20250910 7986.0 8066.0 ... 3743.15 8026.0 8049.0 AP
2 AP512 20250910 8021.0 8089.0 ... 394.46 8050.0 8080.0 AP
3 AP601 20250910 8045.0 8166.0 ... 627525.38 8122.0 8136.0 AP
4 AP603 20250910 8065.0 8068.0 ... 64.42 8053.0 8088.0 AP
5 AP604 20250910 8096.0 8096.0 ... 16.18 8090.0 8100.0 AP
6 AP605 20250910 8138.0 8183.0 ... 2806.33 8158.0 8177.0 AP
7 CF509 20250910 13360.0 13370.0 ... 6744.90 13345.0 13440.0 CF
8 CF511 20250910 13630.0 13700.0 ... 235096.37 13645.0 13675.0 CF
9 CF601 20250910 13835.0 13880.0 ... 1487221.55 13835.0 13880.0 CF
10 CF603 20250910 13810.0 13835.0 ... 1331.55 13800.0 13860.0 CF
11 CF605 20250910 13790.0 13840.0 ... 126412.84 13795.0 13835.0 CF
12 CF607 20250910 13820.0 13850.0 ... 642.42 13815.0 13860.0 CF
13 CJ509 20250910 0.0 0.0 ... 0.00 9945.0 9945.0 CJ
14 CJ512 20250910 10955.0 10990.0 ... 3196.60 10945.0 10985.0 CJ
15 CJ601 20250910 10975.0 11050.0 ... 382595.72 10990.0 11040.0 CJ
16 CJ603 20250910 11030.0 11090.0 ... 5296.20 11045.0 11080.0 CJ
17 CJ605 20250910 11130.0 11180.0 ... 55999.23 11125.0 11170.0 CJ
18 CJ607 20250910 11255.0 11320.0 ... 2292.93 11265.0 11315.0 CJ
19 CY509 20250910 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250910 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250910 19900.0 19935.0 ... 82984.93 19895.0 19920.0 CY
22 CY512 20250910 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250910 19890.0 19910.0 ... 884.50 19875.0 19895.0 CY
24 CY602 20250910 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250910 0.0 0.0 ... 0.00 20255.0 20260.0 CY
26 CY604 20250910 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250910 0.0 0.0 ... 0.00 20165.0 20165.0 CY
28 CY606 20250910 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250910 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250910 0.0 0.0 ... 0.00 20170.0 20220.0 CY
31 FG509 20250910 1000.0 1011.0 ... 380.32 985.0 1017.0 FG
32 FG510 20250910 1109.0 1110.0 ... 54219.70 1100.0 1118.0 FG
33 FG511 20250910 1095.0 1100.0 ... 155572.37 1089.0 1110.0 FG
34 FG512 20250910 1192.0 1200.0 ... 76529.22 1188.0 1206.0 FG
35 FG601 20250910 1186.0 1194.0 ... 5133427.02 1179.0 1199.0 FG
36 FG602 20250910 1237.0 1243.0 ... 28525.61 1232.0 1248.0 FG
37 FG603 20250910 1241.0 1245.0 ... 1165.88 1232.0 1252.0 FG
38 FG604 20250910 1286.0 1293.0 ... 910.56 1279.0 1311.0 FG
39 FG605 20250910 1286.0 1290.0 ... 92465.83 1278.0 1296.0 FG
40 FG606 20250910 1310.0 1319.0 ... 1694.19 1307.0 1324.0 FG
41 FG607 20250910 1304.0 1311.0 ... 945.18 1298.0 1317.0 FG
42 FG608 20250910 1329.0 1334.0 ... 2118.81 1319.0 1343.0 FG
43 JR509 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250910 2245.0 2265.0 ... 1873.49 2260.0 2242.0 MA
53 MA510 20250910 2302.0 2324.0 ... 20948.98 2308.0 2305.0 MA
54 MA511 20250910 2331.0 2354.0 ... 144629.53 2333.0 2331.0 MA
55 MA512 20250910 2372.0 2397.0 ... 85597.64 2375.0 2373.0 MA
56 MA601 20250910 2398.0 2422.0 ... 1298827.28 2403.0 2397.0 MA
57 MA602 20250910 2405.0 2432.0 ... 25004.62 2411.0 2410.0 MA
58 MA603 20250910 2406.0 2435.0 ... 241.68 2417.0 2410.0 MA
59 MA604 20250910 2401.0 2424.0 ... 19.23 2404.0 2407.0 MA
60 MA605 20250910 2394.0 2417.0 ... 98481.08 2398.0 2394.0 MA
61 MA606 20250910 2396.0 2420.0 ... 19.31 2413.0 2395.0 MA
62 MA607 20250910 2376.0 2398.0 ... 69.34 2391.0 2382.0 MA
63 MA608 20250910 2405.0 2410.0 ... 16.82 2403.0 2388.0 MA
64 OI509 20250910 0.0 0.0 ... 0.00 9937.0 9968.0 OI
65 OI511 20250910 9990.0 10041.0 ... 464250.87 9985.0 9999.0 OI
66 OI601 20250910 9843.0 9877.0 ... 2790624.64 9823.0 9845.0 OI
67 OI603 20250910 9670.0 9709.0 ... 3373.54 9666.0 9680.0 OI
68 OI605 20250910 9515.0 9573.0 ... 134315.56 9541.0 9530.0 OI
69 OI607 20250910 9494.0 9513.0 ... 284.38 9479.0 9480.0 OI
70 PF509 20250910 0.0 0.0 ... 0.00 6268.0 6268.0 PF
71 PF510 20250910 6370.0 6400.0 ... 32924.97 6378.0 6360.0 PF
72 PF511 20250910 6350.0 6388.0 ... 400639.59 6362.0 6340.0 PF
73 PF512 20250910 6326.0 6370.0 ... 136307.03 6344.0 6322.0 PF
74 PF601 20250910 6368.0 6408.0 ... 19811.27 6390.0 6368.0 PF
75 PF602 20250910 6382.0 6418.0 ... 42375.88 6400.0 6374.0 PF
76 PF603 20250910 6382.0 6416.0 ... 112.20 6412.0 6386.0 PF
77 PF604 20250910 6424.0 6454.0 ... 35.42 6440.0 6442.0 PF
78 PF605 20250910 6468.0 6468.0 ... 9.70 6468.0 6454.0 PF
79 PF606 20250910 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250910 0.0 0.0 ... 0.00 6498.0 6492.0 PF
81 PF608 20250910 0.0 0.0 ... 0.00 6510.0 6508.0 PF
82 PK510 20250910 7880.0 7898.0 ... 28229.56 7876.0 7926.0 PK
83 PK511 20250910 7782.0 7808.0 ... 214382.20 7792.0 7830.0 PK
84 PK512 20250910 7778.0 7828.0 ... 79885.94 7804.0 7844.0 PK
85 PK601 20250910 7826.0 7850.0 ... 29793.81 7832.0 7860.0 PK
86 PK603 20250910 7838.0 7856.0 ... 27.47 7850.0 7882.0 PK
87 PK604 20250910 7878.0 7878.0 ... 11.82 7878.0 7896.0 PK
88 PK605 20250910 7854.0 7880.0 ... 3234.27 7870.0 7884.0 PK
89 PL601 20250910 6405.0 6430.0 ... 35925.17 6413.0 6395.0 PL
90 PL602 20250910 6433.0 6457.0 ... 232.16 6449.0 6432.0 PL
91 PL603 20250910 6445.0 6445.0 ... 12.89 6445.0 6427.0 PL
92 PL604 20250910 0.0 0.0 ... 0.00 6465.0 6465.0 PL
93 PL605 20250910 6386.0 6386.0 ... 12.77 6386.0 6360.0 PL
94 PL606 20250910 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250910 6450.0 6450.0 ... 12.90 6450.0 6424.0 PL
96 PL608 20250910 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250910 0.0 0.0 ... 0.00 5788.0 5794.0 PR
104 PR510 20250910 5834.0 5864.0 ... 5671.22 5844.0 5836.0 PR
105 PR511 20250910 5834.0 5864.0 ... 281895.10 5842.0 5834.0 PR
106 PR512 20250910 5852.0 5874.0 ... 182273.87 5854.0 5842.0 PR
107 PR601 20250910 5862.0 5882.0 ... 185022.08 5860.0 5846.0 PR
108 PR602 20250910 0.0 0.0 ... 0.00 5898.0 5886.0 PR
109 PR603 20250910 0.0 0.0 ... 0.00 5898.0 5894.0 PR
110 PR604 20250910 0.0 0.0 ... 0.00 5902.0 5892.0 PR
111 PR605 20250910 0.0 0.0 ... 0.00 5916.0 5916.0 PR
112 PR606 20250910 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250910 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250910 0.0 0.0 ... 0.00 5962.0 5960.0 PR
115 PX509 20250910 0.0 0.0 ... 0.00 6768.0 6724.0 PX
116 PX510 20250910 6732.0 6812.0 ... 4612.28 6788.0 6708.0 PX
117 PX511 20250910 6718.0 6794.0 ... 520291.14 6752.0 6708.0 PX
118 PX512 20250910 6702.0 6760.0 ... 113379.51 6720.0 6690.0 PX
119 PX601 20250910 6692.0 6732.0 ... 93542.64 6702.0 6674.0 PX
120 PX602 20250910 6672.0 6716.0 ... 12859.72 6688.0 6660.0 PX
121 PX603 20250910 6662.0 6662.0 ... 3.33 6662.0 6646.0 PX
122 PX604 20250910 0.0 0.0 ... 0.00 6698.0 6696.0 PX
123 PX605 20250910 6670.0 6716.0 ... 354.68 6692.0 6676.0 PX
124 PX606 20250910 0.0 0.0 ... 0.00 6708.0 6682.0 PX
125 PX607 20250910 0.0 0.0 ... 0.00 6722.0 6674.0 PX
126 PX608 20250910 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250910 0.0 0.0 ... 0.00 2565.0 2573.0 RM
134 RM511 20250910 2556.0 2558.0 ... 11654.56 2541.0 2548.0 RM
135 RM601 20250910 2555.0 2560.0 ... 770353.73 2542.0 2539.0 RM
136 RM603 20250910 2442.0 2450.0 ... 14930.08 2432.0 2432.0 RM
137 RM605 20250910 2409.0 2431.0 ... 134388.72 2412.0 2399.0 RM
138 RM607 20250910 2390.0 2412.0 ... 16468.46 2394.0 2380.0 RM
139 RM608 20250910 2489.0 2504.0 ... 214.08 2489.0 2480.0 RM
140 RS509 20250910 0.0 0.0 ... 0.00 4852.0 4854.0 RS
141 RS511 20250910 5175.0 5177.0 ... 10.35 5176.0 5196.0 RS
142 RS607 20250910 5528.0 5588.0 ... 155.66 5559.0 5561.0 RS
143 RS608 20250910 0.0 0.0 ... 0.00 5615.0 5627.0 RS
144 SA509 20250910 1156.0 1168.0 ... 5804.57 1151.0 1167.0 SA
145 SA510 20250910 1199.0 1208.0 ... 58396.32 1199.0 1212.0 SA
146 SA511 20250910 1205.0 1218.0 ... 296847.16 1208.0 1219.0 SA
147 SA512 20250910 1265.0 1276.0 ... 153414.88 1264.0 1275.0 SA
148 SA601 20250910 1271.0 1285.0 ... 3397262.42 1271.0 1287.0 SA
149 SA602 20250910 1304.0 1315.0 ... 31964.00 1304.0 1316.0 SA
150 SA603 20250910 1309.0 1321.0 ... 4482.70 1308.0 1323.0 SA
151 SA604 20250910 1350.0 1357.0 ... 1467.59 1349.0 1360.0 SA
152 SA605 20250910 1349.0 1361.0 ... 119241.42 1351.0 1367.0 SA
153 SA606 20250910 1363.0 1370.0 ... 1032.58 1359.0 1378.0 SA
154 SA607 20250910 1363.0 1373.0 ... 1432.27 1361.0 1377.0 SA
155 SA608 20250910 1382.0 1391.0 ... 920.95 1383.0 1397.0 SA
156 SF509 20250910 5410.0 5494.0 ... 915.23 5464.0 5448.0 SF
157 SF510 20250910 5430.0 5522.0 ... 32525.43 5472.0 5468.0 SF
158 SF511 20250910 5586.0 5692.0 ... 442359.92 5636.0 5630.0 SF
159 SF512 20250910 5526.0 5642.0 ... 64985.40 5596.0 5584.0 SF
160 SF601 20250910 5530.0 5646.0 ... 135499.99 5594.0 5586.0 SF
161 SF602 20250910 5510.0 5600.0 ... 19166.00 5548.0 5548.0 SF
162 SF603 20250910 5716.0 5770.0 ... 25.87 5750.0 5744.0 SF
163 SF604 20250910 5706.0 5706.0 ... 2.85 5706.0 5722.0 SF
164 SF605 20250910 5660.0 5752.0 ... 1910.97 5704.0 5692.0 SF
165 SF606 20250910 5640.0 5708.0 ... 31.18 5670.0 5656.0 SF
166 SF607 20250910 5770.0 5860.0 ... 37.80 5816.0 5810.0 SF
167 SF608 20250910 5730.0 5738.0 ... 5.73 5734.0 5744.0 SF
168 SH509 20250910 2780.0 2842.0 ... 33.73 2811.0 2656.0 SH
169 SH510 20250910 2552.0 2572.0 ... 64097.40 2559.0 2567.0 SH
170 SH511 20250910 2558.0 2579.0 ... 551526.90 2562.0 2571.0 SH
171 SH512 20250910 2581.0 2600.0 ... 303131.55 2583.0 2590.0 SH
172 SH601 20250910 2560.0 2588.0 ... 1896006.35 2571.0 2578.0 SH
173 SH602 20250910 2584.0 2607.0 ... 17714.75 2591.0 2595.0 SH
174 SH603 20250910 2603.0 2625.0 ... 790.51 2609.0 2614.0 SH
175 SH604 20250910 2649.0 2666.0 ... 143.26 2653.0 2654.0 SH
176 SH605 20250910 2655.0 2677.0 ... 15127.81 2664.0 2667.0 SH
177 SH606 20250910 2660.0 2683.0 ... 136.33 2673.0 2671.0 SH
178 SH607 20250910 2655.0 2673.0 ... 71.99 2666.0 2669.0 SH
179 SH608 20250910 2679.0 2682.0 ... 40.17 2678.0 2683.0 SH
180 SM509 20250910 5714.0 5794.0 ... 970.59 5726.0 5742.0 SM
181 SM510 20250910 5710.0 5812.0 ... 31907.91 5772.0 5756.0 SM
182 SM511 20250910 5800.0 5888.0 ... 223159.52 5830.0 5826.0 SM
183 SM512 20250910 5796.0 5894.0 ... 49051.46 5852.0 5832.0 SM
184 SM601 20250910 5800.0 5900.0 ... 520854.01 5852.0 5838.0 SM
185 SM602 20250910 5814.0 5910.0 ... 132107.14 5840.0 5844.0 SM
186 SM603 20250910 5838.0 5912.0 ... 96.99 5878.0 5854.0 SM
187 SM604 20250910 5910.0 5910.0 ... 5.90 5898.0 5864.0 SM
188 SM605 20250910 5850.0 5934.0 ... 7137.44 5900.0 5880.0 SM
189 SM606 20250910 5870.0 5904.0 ... 5.89 5888.0 5880.0 SM
190 SM607 20250910 5876.0 5888.0 ... 14.70 5882.0 5894.0 SM
191 SM608 20250910 5888.0 5912.0 ... 8.85 5898.0 5886.0 SM
192 SR509 20250910 5535.0 5535.0 ... 1154.17 5522.0 5534.0 SR
193 SR511 20250910 5533.0 5561.0 ... 147405.35 5539.0 5525.0 SR
194 SR601 20250910 5520.0 5548.0 ... 1086155.49 5534.0 5521.0 SR
195 SR603 20250910 5508.0 5530.0 ... 3566.10 5520.0 5512.0 SR
196 SR605 20250910 5501.0 5517.0 ... 43872.78 5508.0 5503.0 SR
197 SR607 20250910 5490.0 5513.0 ... 2542.39 5503.0 5500.0 SR
198 TA509 20250910 4586.0 4628.0 ... 5013.80 4598.0 4580.0 TA
199 TA510 20250910 4640.0 4680.0 ... 53245.06 4662.0 4640.0 TA
200 TA511 20250910 4654.0 4690.0 ... 288156.54 4670.0 4648.0 TA
201 TA512 20250910 4664.0 4698.0 ... 167477.92 4678.0 4660.0 TA
202 TA601 20250910 4670.0 4704.0 ... 1341265.83 4686.0 4670.0 TA
203 TA602 20250910 4678.0 4710.0 ... 18831.64 4694.0 4676.0 TA
204 TA603 20250910 4704.0 4720.0 ... 73.03 4712.0 4690.0 TA
205 TA604 20250910 4722.0 4722.0 ... 2.36 4722.0 4692.0 TA
206 TA605 20250910 4702.0 4732.0 ... 26461.23 4716.0 4702.0 TA
207 TA606 20250910 0.0 0.0 ... 0.00 4734.0 4710.0 TA
208 TA607 20250910 0.0 0.0 ... 0.00 4744.0 4720.0 TA
209 TA608 20250910 4740.0 4746.0 ... 7.12 4744.0 4730.0 TA
210 UR509 20250910 1621.0 1630.0 ... 287.62 1616.0 1625.0 UR
211 UR510 20250910 1644.0 1653.0 ... 7783.83 1639.0 1650.0 UR
212 UR511 20250910 1671.0 1684.0 ... 48792.94 1671.0 1681.0 UR
213 UR512 20250910 1678.0 1688.0 ... 16449.09 1675.0 1684.0 UR
214 UR601 20250910 1681.0 1692.0 ... 565969.77 1679.0 1686.0 UR
215 UR602 20250910 1683.0 1691.0 ... 463.48 1679.0 1687.0 UR
216 UR603 20250910 1731.0 1734.0 ... 203.95 1728.0 1731.0 UR
217 UR604 20250910 1730.0 1734.0 ... 51.84 1728.0 1732.0 UR
218 UR605 20250910 1737.0 1739.0 ... 25068.39 1729.0 1734.0 UR
219 UR606 20250910 1727.0 1735.0 ... 137.87 1723.0 1730.0 UR
220 UR607 20250910 1763.0 1763.0 ... 35.11 1755.0 1760.0 UR
221 UR608 20250910 1755.0 1755.0 ... 59.35 1746.0 1753.0 UR
222 WH509 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 16:28:21,099 - future_1d - INFO - ak.get_czce_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 PS2509 20250910 55500.0 ... 55575.0 55960.0 PS
1 PS2510 20250910 52750.0 ... 52840.0 55420.0 PS
2 PS2511 20250910 52400.0 ... 52690.0 55320.0 PS
3 PS2512 20250910 54610.0 ... 55180.0 57655.0 PS
4 PS2601 20250910 54480.0 ... 55040.0 57525.0 PS
5 PS2602 20250910 54955.0 ... 55095.0 57635.0 PS
6 PS2603 20250910 54900.0 ... 55055.0 58150.0 PS
7 PS2604 20250910 54940.0 ... 55130.0 58280.0 PS
8 PS2605 20250910 55500.0 ... 55245.0 57690.0 PS
9 PS2606 20250910 58200.0 ... 57570.0 59785.0 PS
10 PS2607 20250910 57570.0 ... 57500.0 59985.0 PS
11 PS2608 20250910 56300.0 ... 57455.0 59585.0 PS
13 SI2509 20250910 8400.0 ... 8470.0 8555.0 SI
14 SI2510 20250910 8300.0 ... 8520.0 8505.0 SI
15 SI2511 20250910 8300.0 ... 8530.0 8530.0 SI
16 SI2512 20250910 8690.0 ... 8885.0 8895.0 SI
17 SI2601 20250910 8670.0 ... 8875.0 8890.0 SI
18 SI2602 20250910 8700.0 ... 8935.0 8900.0 SI
19 SI2603 20250910 8670.0 ... 8920.0 8895.0 SI
20 SI2604 20250910 8680.0 ... 8950.0 8910.0 SI
21 SI2605 20250910 8755.0 ... 8915.0 8920.0 SI
22 SI2606 20250910 8695.0 ... 8940.0 8855.0 SI
23 SI2607 20250910 8735.0 ... 8940.0 8925.0 SI
24 SI2608 20250910 8725.0 ... 8905.0 8965.0 SI
27 LC2509 20250910 69000.0 ... 69760.0 74260.0 LC
28 LC2510 20250910 68540.0 ... 69720.0 74500.0 LC
29 LC2511 20250910 69040.0 ... 70120.0 74340.0 LC
30 LC2512 20250910 69000.0 ... 70200.0 74120.0 LC
31 LC2601 20250910 69000.0 ... 70240.0 74380.0 LC
32 LC2602 20250910 69920.0 ... 70240.0 74040.0 LC
33 LC2603 20250910 70600.0 ... 70220.0 74200.0 LC
34 LC2604 20250910 70840.0 ... 70660.0 74720.0 LC
35 LC2605 20250910 70400.0 ... 70700.0 74740.0 LC
36 LC2606 20250910 71280.0 ... 70460.0 74720.0 LC
37 LC2607 20250910 71220.0 ... 70500.0 74520.0 LC
38 LC2608 20250910 71000.0 ... 70700.0 74580.0 LC
[36 rows x 12 columns]
2025-09-12 16:28:21,360 - future_1d - INFO - ak.get_gfex_daily('2025-09-10') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250910 ... 79730 79760 CU
1 1 CU2510 20250910 ... 79680 79710 CU
2 2 CU2511 20250910 ... 79670 79670 CU
3 3 CU2512 20250910 ... 79640 79640 CU
4 4 CU2601 20250910 ... 79610 79600 CU
5 5 CU2602 20250910 ... 79570 79620 CU
6 6 CU2603 20250910 ... 79590 79630 CU
7 7 CU2604 20250910 ... 79690 79700 CU
8 8 CU2605 20250910 ... 79660 79690 CU
9 9 CU2606 20250910 ... 79700 79690 CU
10 10 CU2607 20250910 ... 79790 79700 CU
11 11 CU2608 20250910 ... 79740 79740 CU
12 12 BC2509 20250910 ... 70500 70500 BC
13 13 BC2510 20250910 ... 70820 70810 BC
14 14 BC2511 20250910 ... 70800 70780 BC
15 15 BC2512 20250910 ... 70790 70790 BC
16 16 BC2601 20250910 ... 70880 70880 BC
17 17 BC2602 20250910 ... 70900 70900 BC
18 18 BC2603 20250910 ... 70050 70880 BC
19 19 BC2604 20250910 ... 71200 71200 BC
20 20 BC2605 20250910 ... 71170 71170 BC
21 21 BC2606 20250910 ... 70700 70700 BC
22 22 BC2607 20250910 ... 70900 70900 BC
23 23 BC2608 20250910 ... 70800 70800 BC
24 24 AL2509 20250910 ... 20765 20745 AL
25 25 AL2510 20250910 ... 20785 20750 AL
26 26 AL2511 20250910 ... 20770 20730 AL
27 27 AL2512 20250910 ... 20745 20715 AL
28 28 AL2601 20250910 ... 20730 20695 AL
29 29 AL2602 20250910 ... 20730 20695 AL
30 30 AL2603 20250910 ... 20755 20720 AL
31 31 AL2604 20250910 ... 20780 20740 AL
32 32 AL2605 20250910 ... 20805 20755 AL
33 33 AL2606 20250910 ... 20795 20765 AL
34 34 AL2607 20250910 ... 20800 20775 AL
35 35 AL2608 20250910 ... 20810 20775 AL
36 36 ZN2509 20250910 ... 22115 22155 ZN
37 37 ZN2510 20250910 ... 22170 22200 ZN
38 38 ZN2511 20250910 ... 22175 22205 ZN
39 39 ZN2512 20250910 ... 22185 22210 ZN
40 40 ZN2601 20250910 ... 22205 22215 ZN
41 41 ZN2602 20250910 ... 22200 22215 ZN
42 42 ZN2603 20250910 ... 22230 22230 ZN
43 43 ZN2604 20250910 ... 22245 22245 ZN
44 44 ZN2605 20250910 ... 22255 22270 ZN
45 45 ZN2606 20250910 ... 22285 22280 ZN
46 46 ZN2607 20250910 ... 22270 22250 ZN
47 47 ZN2608 20250910 ... 22280 22310 ZN
48 48 PB2509 20250910 ... 16805 16850 PB
49 49 PB2510 20250910 ... 16840 16915 PB
50 50 PB2511 20250910 ... 16850 16915 PB
51 51 PB2512 20250910 ... 16870 16920 PB
52 52 PB2601 20250910 ... 16880 16925 PB
53 53 PB2602 20250910 ... 16945 16945 PB
54 54 PB2603 20250910 ... 16910 16970 PB
55 55 PB2604 20250910 ... 16945 16990 PB
56 56 PB2605 20250910 ... 16945 17000 PB
57 57 PB2606 20250910 ... 17030 17030 PB
58 58 PB2607 20250910 ... 17020 17020 PB
59 59 PB2608 20250910 ... 17060 17060 PB
60 60 NI2509 20250910 ... 120110 120640 NI
61 61 NI2510 20250910 ... 120490 120940 NI
62 62 NI2511 20250910 ... 120660 121110 NI
63 63 NI2512 20250910 ... 120870 121320 NI
64 64 NI2601 20250910 ... 121080 121610 NI
65 65 NI2602 20250910 ... 121360 121760 NI
66 66 NI2603 20250910 ... 121570 122100 NI
67 67 NI2604 20250910 ... 121760 122290 NI
68 68 NI2605 20250910 ... 121960 122440 NI
69 69 NI2606 20250910 ... 122270 122750 NI
70 70 NI2607 20250910 ... 122470 122990 NI
71 71 NI2608 20250910 ... 122910 123060 NI
72 72 SN2509 20250910 ... 268520 269640 SN
73 73 SN2510 20250910 ... 269480 269790 SN
74 74 SN2511 20250910 ... 269720 270010 SN
75 75 SN2512 20250910 ... 269940 270020 SN
76 76 SN2601 20250910 ... 270340 269950 SN
77 77 SN2602 20250910 ... 270030 269870 SN
78 78 SN2603 20250910 ... 270300 270180 SN
79 79 SN2604 20250910 ... 270750 270260 SN
80 80 SN2605 20250910 ... 271250 270760 SN
81 81 SN2606 20250910 ... 269320 270710 SN
82 82 SN2607 20250910 ... 270950 270170 SN
83 83 SN2608 20250910 ... 271420 271420 SN
84 84 AO2509 20250910 ... 2869 2908 AO
85 85 AO2510 20250910 ... 2905 2919 AO
86 86 AO2511 20250910 ... 2909 2927 AO
87 87 AO2512 20250910 ... 2913 2935 AO
88 88 AO2601 20250910 ... 2922 2944 AO
89 89 AO2602 20250910 ... 2932 2948 AO
90 90 AO2603 20250910 ... 2995 3011 AO
91 91 AO2604 20250910 ... 3008 3021 AO
92 92 AO2605 20250910 ... 3010 3031 AO
93 93 AO2606 20250910 ... 3023 3037 AO
94 94 AO2607 20250910 ... 3033 3055 AO
95 95 AO2608 20250910 ... 3054 3070 AO
96 96 AD2511 20250910 ... 20350 20320 AD
97 97 AD2512 20250910 ... 20355 20335 AD
98 98 AD2601 20250910 ... 20355 20325 AD
99 99 AD2602 20250910 ... 20360 20280 AD
100 100 AD2603 20250910 ... 20360 20295 AD
101 101 AD2604 20250910 ... 20240 20240 AD
102 102 AD2605 20250910 ... 20265 20210 AD
103 103 AD2606 20250910 ... 20155 20155 AD
104 104 AD2607 20250910 ... 20150 20150 AD
105 105 AD2608 20250910 ... 20170 20170 AD
106 106 AU2509 20250910 ... 853.28 831.12 AU
107 107 AU2510 20250910 ... 833.38 831.68 AU
108 108 AU2511 20250910 ... 835.86 832.74 AU
109 109 AU2512 20250910 ... 835.82 834.4 AU
110 110 AU2602 20250910 ... 838.18 836.64 AU
111 111 AU2604 20250910 ... 840.72 838.66 AU
112 112 AU2606 20250910 ... 843.26 841.12 AU
113 113 AU2608 20250910 ... 845.5 842.94 AU
114 114 AG2509 20250910 ... 9779 9844 AG
115 115 AG2510 20250910 ... 9771 9867 AG
116 116 AG2511 20250910 ... 9788 9877 AG
117 117 AG2512 20250910 ... 9794 9889 AG
118 118 AG2601 20250910 ... 9804 9899 AG
119 119 AG2602 20250910 ... 9816 9908 AG
120 120 AG2603 20250910 ... 9830 9925 AG
121 121 AG2604 20250910 ... 9840 9934 AG
122 122 AG2605 20250910 ... 9857 9949 AG
123 123 AG2606 20250910 ... 9866 9962 AG
124 124 AG2607 20250910 ... 9914 9980 AG
125 125 AG2608 20250910 ... 9905 9993 AG
126 126 RB2509 20250910 ... 2950 2951 RB
127 127 RB2510 20250910 ... 3025 3043 RB
128 128 RB2511 20250910 ... 3045 3061 RB
129 129 RB2512 20250910 ... 3089 3107 RB
130 130 RB2601 20250910 ... 3108 3132 RB
131 131 RB2602 20250910 ... 3107 3125 RB
132 132 RB2603 20250910 ... 3116 3143 RB
133 133 RB2604 20250910 ... 3140 3164 RB
134 134 RB2605 20250910 ... 3154 3177 RB
135 135 RB2606 20250910 ... 3165 3190 RB
136 136 RB2607 20250910 ... 3183 3214 RB
137 137 RB2608 20250910 ... 3190 3218 RB
138 138 WR2509 20250910 ... 3342 3342 WR
139 139 WR2510 20250910 ... 3280 3287 WR
140 140 WR2511 20250910 ... 3302 3320 WR
141 141 WR2512 20250910 ... 3324 3349 WR
142 142 WR2601 20250910 ... 3390 3352 WR
143 143 WR2602 20250910 ... 3337 3337 WR
144 144 WR2603 20250910 ... 3338 3338 WR
145 145 WR2604 20250910 ... 3399 3400 WR
146 146 WR2605 20250910 ... 3414 3414 WR
147 147 WR2606 20250910 ... 3375 3375 WR
148 148 WR2607 20250910 ... 3390 3432 WR
149 149 WR2608 20250910 ... 3414 3414 WR
150 150 HC2509 20250910 ... 3396 3396 HC
151 151 HC2510 20250910 ... 3370 3384 HC
152 152 HC2511 20250910 ... 3357 3373 HC
153 153 HC2512 20250910 ... 3350 3366 HC
154 154 HC2601 20250910 ... 3335 3355 HC
155 155 HC2602 20250910 ... 3339 3353 HC
156 156 HC2603 20250910 ... 3342 3357 HC
157 157 HC2604 20250910 ... 3346 3359 HC
158 158 HC2605 20250910 ... 3346 3361 HC
159 159 HC2606 20250910 ... 3359 3366 HC
160 160 HC2607 20250910 ... 3340 3368 HC
161 161 HC2608 20250910 ... 3358 3371 HC
162 162 SS2509 20250910 ... 12800 12800 SS
163 163 SS2510 20250910 ... 12825 12850 SS
164 164 SS2511 20250910 ... 12915 12930 SS
165 165 SS2512 20250910 ... 12955 12975 SS
166 166 SS2601 20250910 ... 13005 13025 SS
167 167 SS2602 20250910 ... 13060 13065 SS
168 168 SS2603 20250910 ... 13120 13175 SS
169 169 SS2604 20250910 ... 13190 13190 SS
170 170 SS2605 20250910 ... 13265 13295 SS
171 171 SS2606 20250910 ... 13320 13330 SS
172 172 SS2607 20250910 ... 13370 13405 SS
173 173 SS2608 20250910 ... 13400 13445 SS
174 174 SC2510 20250910 ... 486.1 483.4 SC
175 175 SC2511 20250910 ... 485.7 481.3 SC
176 176 SC2512 20250910 ... 484.6 479.6 SC
177 177 SC2601 20250910 ... 484.5 477.3 SC
178 178 SC2602 20250910 ... 483.7 476 SC
179 179 SC2603 20250910 ... 482.6 474.9 SC
180 180 SC2604 20250910 ... 481.6 473.4 SC
181 181 SC2605 20250910 ... 481.5 472.7 SC
182 182 SC2606 20250910 ... 477.9 471.4 SC
183 183 SC2607 20250910 ... 480.9 467.9 SC
184 184 SC2608 20250910 ... 475.5 467.4 SC
185 185 SC2609 20250910 ... 474.4 466 SC
186 186 SC2612 20250910 ... 467.3 464.8 SC
187 187 SC2703 20250910 ... 462.1 462.1 SC
188 188 SC2706 20250910 ... 460.7 459.3 SC
189 189 SC2709 20250910 ... 461.3 460.6 SC
190 190 SC2712 20250910 ... 461 461.7 SC
191 191 SC2803 20250910 ... 459.5 460.8 SC
192 192 SC2806 20250910 ... 461.5 458.5 SC
193 193 SC2809 20250910 ... 458.1 458.1 SC
194 194 LU2510 20250910 ... 3368 3345 LU
195 195 LU2511 20250910 ... 3392 3367 LU
196 196 LU2512 20250910 ... 3382 3365 LU
197 197 LU2601 20250910 ... 3378 3358 LU
198 198 LU2602 20250910 ... 3358 3340 LU
199 199 LU2603 20250910 ... 3354 3336 LU
200 200 LU2604 20250910 ... 3349 3334 LU
201 201 LU2605 20250910 ... 3341 3325 LU
202 202 LU2606 20250910 ... 3339 3313 LU
203 203 LU2607 20250910 ... 3335 3320 LU
204 204 LU2608 20250910 ... 3324 3329 LU
205 205 LU2609 20250910 ... 3329 3316 LU
206 206 FU2510 20250910 ... 2828 2787 FU
207 207 FU2511 20250910 ... 2822 2787 FU
208 208 FU2512 20250910 ... 2802 2768 FU
209 209 FU2601 20250910 ... 2789 2756 FU
210 210 FU2602 20250910 ... 2771 2740 FU
211 211 FU2603 20250910 ... 2759 2727 FU
212 212 FU2604 20250910 ... 2757 2725 FU
213 213 FU2605 20250910 ... 2742 2716 FU
214 214 FU2606 20250910 ... 2735 2711 FU
215 215 FU2607 20250910 ... 2724 2700 FU
216 216 FU2608 20250910 ... 2717 2693 FU
217 217 FU2609 20250910 ... 2696 2674 FU
218 218 BU2509 20250910 ... 3404 3448 BU
219 219 BU2510 20250910 ... 3456 3444 BU
220 220 BU2511 20250910 ... 3437 3420 BU
221 221 BU2512 20250910 ... 3392 3374 BU
222 222 BU2601 20250910 ... 3365 3348 BU
223 223 BU2602 20250910 ... 3364 3348 BU
224 224 BU2603 20250910 ... 3369 3352 BU
225 225 BU2604 20250910 ... 3348 3348 BU
226 226 BU2605 20250910 ... 3357 3351 BU
227 227 BU2606 20250910 ... 3353 3344 BU
228 228 BU2607 20250910 ... 3358 3341 BU
229 229 BU2608 20250910 ... 3340 3340 BU
230 230 BU2609 20250910 ... 3346 3329 BU
231 231 BU2612 20250910 ... 3307 3293 BU
232 232 BU2703 20250910 ... 3293 3293 BU
233 233 BU2706 20250910 ... 3321 3302 BU
234 234 BR2509 20250910 ... 11850 11930 BR
235 235 BR2510 20250910 ... 11720 11820 BR
236 236 BR2511 20250910 ... 11705 11795 BR
237 237 BR2512 20250910 ... 11690 11785 BR
238 238 BR2601 20250910 ... 11700 11775 BR
239 239 BR2602 20250910 ... 11735 11895 BR
240 240 BR2603 20250910 ... 11705 11725 BR
241 241 BR2604 20250910 ... 11710 11670 BR
242 242 BR2605 20250910 ... 11745 11880 BR
243 243 BR2606 20250910 ... 11815 11815 BR
244 244 BR2607 20250910 ... 12000 12000 BR
245 245 BR2608 20250910 ... 11915 11915 BR
246 246 RU2509 20250910 ... 14975 15180 RU
247 247 RU2510 20250910 ... 15050 15170 RU
248 248 RU2511 20250910 ... 15005 15100 RU
249 249 RU2601 20250910 ... 15955 16090 RU
250 250 RU2603 20250910 ... 15970 16045 RU
251 251 RU2604 20250910 ... 15960 16065 RU
252 252 RU2605 20250910 ... 15995 16125 RU
253 253 RU2606 20250910 ... 16030 16115 RU
254 254 RU2607 20250910 ... 16045 16180 RU
255 255 RU2608 20250910 ... 16065 16205 RU
256 256 NR2509 20250910 ... 12645 12705 NR
257 257 NR2510 20250910 ... 12660 12800 NR
258 258 NR2511 20250910 ... 12715 12840 NR
259 259 NR2512 20250910 ... 12760 12870 NR
260 260 NR2601 20250910 ... 12800 12920 NR
261 261 NR2602 20250910 ... 12825 12905 NR
262 262 NR2603 20250910 ... 12795 12885 NR
263 263 NR2604 20250910 ... 12815 12895 NR
264 264 NR2605 20250910 ... 12840 12935 NR
265 265 NR2606 20250910 ... 13000 13000 NR
266 266 NR2607 20250910 ... 13045 13060 NR
267 267 NR2608 20250910 ... 12865 12865 NR
268 268 SP2509 20250910 ... 4872 4954 SP
269 269 SP2510 20250910 ... 4890 4960 SP
270 270 SP2511 20250910 ... 4928 4994 SP
271 271 SP2512 20250910 ... 4942 5008 SP
272 272 SP2601 20250910 ... 5226 5270 SP
273 273 SP2602 20250910 ... 5226 5254 SP
274 274 SP2603 20250910 ... 5214 5266 SP
275 275 SP2604 20250910 ... 5228 5284 SP
276 276 SP2605 20250910 ... 5234 5282 SP
277 277 SP2606 20250910 ... 5244 5290 SP
278 278 SP2607 20250910 ... 5254 5292 SP
279 279 SP2608 20250910 ... 5258 5296 SP
280 280 OP2601 20250910 ... 4238 4218 OP
281 281 OP2602 20250910 ... 4216 4218 OP
282 282 OP2603 20250910 ... 4196 4218 OP
283 283 OP2604 20250910 ... 4224 4218 OP
284 284 OP2605 20250910 ... 4236 4218 OP
285 285 OP2606 20250910 ... 4262 4218 OP
286 286 OP2607 20250910 ... 4246 4218 OP
287 287 OP2608 20250910 ... 4260 4218 OP
288 288 EC2510 20250910 ... 1270.9 1272.8 EC
289 289 EC2512 20250910 ... 1677.3 1674.4 EC
290 290 EC2602 20250910 ... 1525.2 1521.8 EC
291 291 EC2604 20250910 ... 1252.1 1249.5 EC
292 292 EC2606 20250910 ... 1438.6 1429.9 EC
293 293 EC2608 20250910 ... 1609.3 1606.3 EC
294 295 SC_TAS2510 20250910 ... SC_TAS
295 296 SC_TAS2511 20250910 ... SC_TAS
296 297 SC_TAS2512 20250910 ... SC_TAS
297 298 SC_TAS2601 20250910 ... SC_TAS
[298 rows x 13 columns]
2025-09-12 16:28:21,460 - future_1d - INFO - ak.get_shfe_daily('2025-09-10') done
2025-09-12 16:28:31,349 - future_1d - INFO - save future_daily 2025-09-10 completed
symbol date open ... settle pre_settle variety
0 a2509 20250911 0.00 ... 4040.00 4040.00 A
1 a2511 20250911 3905.00 ... 3926.00 3935.00 A
2 a2601 20250911 3919.00 ... 3930.00 3936.00 A
3 a2603 20250911 3922.00 ... 3934.00 3938.00 A
4 a2605 20250911 3964.00 ... 3977.00 3983.00 A
5 a2607 20250911 3967.00 ... 3981.00 3985.00 A
6 b2509 20250911 0.00 ... 3681.00 3681.00 B
7 b2510 20250911 3670.00 ... 3702.00 3684.00 B
8 b2511 20250911 3700.00 ... 3726.00 3722.00 B
9 b2512 20250911 3746.00 ... 3761.00 3761.00 B
10 b2601 20250911 3746.00 ... 3761.00 3762.00 B
11 b2602 20250911 3731.00 ... 3744.00 3746.00 B
12 b2603 20250911 3684.00 ... 3705.00 3692.00 B
13 b2604 20250911 3570.00 ... 3584.00 3584.00 B
14 b2605 20250911 3500.00 ... 3500.00 3505.00 B
15 b2606 20250911 3467.00 ... 3467.00 3478.00 B
16 b2607 20250911 3471.00 ... 3467.00 3482.00 B
17 b2608 20250911 3568.00 ... 3566.00 3578.00 B
18 bb2509 20250911 144.15 ... 144.15 136.00 BB
19 bb2511 20250911 141.50 ... 142.05 142.05 BB
20 bb2601 20250911 147.05 ... 146.80 147.60 BB
21 bb2603 20250911 146.85 ... 146.90 147.15 BB
22 bb2605 20250911 0.00 ... 141.90 142.10 BB
23 bb2607 20250911 0.00 ... 146.70 146.90 BB
24 bz2603 20250911 6028.00 ... 6034.00 6012.00 BZ
25 bz2604 20250911 6013.00 ... 6011.00 5992.00 BZ
26 bz2605 20250911 0.00 ... 6011.00 6011.00 BZ
27 bz2606 20250911 6005.00 ... 6005.00 6002.00 BZ
28 bz2607 20250911 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250911 5969.00 ... 5969.00 6005.00 BZ
30 c2509 20250911 2345.00 ... 2345.00 2285.00 C
31 c2511 20250911 2199.00 ... 2199.00 2199.00 C
32 c2601 20250911 2170.00 ... 2169.00 2174.00 C
33 c2603 20250911 2186.00 ... 2183.00 2188.00 C
34 c2605 20250911 2240.00 ... 2237.00 2241.00 C
35 c2607 20250911 2255.00 ... 2252.00 2254.00 C
36 cs2509 20250911 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250911 2489.00 ... 2481.00 2491.00 CS
38 cs2601 20250911 2502.00 ... 2498.00 2504.00 CS
39 cs2603 20250911 2507.00 ... 2505.00 2510.00 CS
40 cs2605 20250911 2583.00 ... 2583.00 2589.00 CS
41 cs2607 20250911 2587.00 ... 2588.00 2589.00 CS
42 eb2509 20250911 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250911 7070.00 ... 7083.00 7059.00 EB
44 eb2511 20250911 7088.00 ... 7093.00 7070.00 EB
45 eb2512 20250911 7085.00 ... 7098.00 7079.00 EB
46 eb2601 20250911 7101.00 ... 7119.00 7101.00 EB
47 eb2602 20250911 7130.00 ... 7138.00 7129.00 EB
48 eb2603 20250911 7170.00 ... 7172.00 7157.00 EB
49 eb2604 20250911 7205.00 ... 7195.00 7189.00 EB
50 eb2605 20250911 7215.00 ... 7211.00 7200.00 EB
51 eb2606 20250911 7214.00 ... 7214.00 7204.00 EB
52 eb2607 20250911 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250911 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250911 4408.00 ... 4408.00 4343.00 EG
55 eg2510 20250911 4350.00 ... 4326.00 4347.00 EG
56 eg2511 20250911 4329.00 ... 4301.00 4332.00 EG
57 eg2512 20250911 4316.00 ... 4306.00 4322.00 EG
58 eg2601 20250911 4320.00 ... 4306.00 4320.00 EG
59 eg2602 20250911 4314.00 ... 4308.00 4323.00 EG
60 eg2603 20250911 4316.00 ... 4311.00 4323.00 EG
61 eg2604 20250911 4341.00 ... 4337.00 4350.00 EG
62 eg2605 20250911 4356.00 ... 4348.00 4354.00 EG
63 eg2606 20250911 0.00 ... 4357.00 4357.00 EG
64 eg2607 20250911 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250911 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250911 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250911 1271.50 ... 1272.50 1272.50 FB
68 fb2511 20250911 1270.00 ... 1263.00 1261.50 FB
69 fb2512 20250911 1260.00 ... 1259.00 1256.50 FB
70 fb2601 20250911 1245.00 ... 1250.50 1250.00 FB
71 fb2602 20250911 1237.00 ... 1243.00 1239.00 FB
72 fb2603 20250911 1250.50 ... 1246.50 1252.00 FB
73 fb2604 20250911 0.00 ... 1250.00 1250.00 FB
74 fb2605 20250911 0.00 ... 1318.50 1318.50 FB
75 fb2606 20250911 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250911 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250911 0.00 ... 1296.00 1296.00 FB
78 i2509 20250911 858.00 ... 845.50 847.50 I
79 i2510 20250911 823.50 ... 819.50 823.50 I
80 i2511 20250911 821.00 ... 814.00 816.50 I
81 i2512 20250911 814.50 ... 809.50 811.50 I
82 i2601 20250911 804.50 ... 800.00 802.00 I
83 i2602 20250911 801.00 ... 794.00 796.00 I
84 i2603 20250911 795.50 ... 789.00 790.50 I
85 i2604 20250911 791.00 ... 784.00 786.00 I
86 i2605 20250911 780.00 ... 777.00 777.50 I
87 i2606 20250911 777.50 ... 771.50 771.00 I
88 i2607 20250911 772.50 ... 766.50 767.50 I
89 i2608 20250911 768.00 ... 762.50 762.00 I
90 j2509 20250911 0.00 ... 1512.50 1512.50 J
91 j2510 20250911 1507.00 ... 1514.50 1499.50 J
92 j2511 20250911 1539.00 ... 1550.50 1533.50 J
93 j2512 20250911 1583.00 ... 1582.00 1572.50 J
94 j2601 20250911 1605.00 ... 1618.50 1601.00 J
95 j2602 20250911 1632.50 ... 1638.50 1618.00 J
96 j2603 20250911 1651.50 ... 1658.00 1660.00 J
97 j2604 20250911 1729.00 ... 1728.00 1720.50 J
98 j2605 20250911 1724.00 ... 1748.50 1726.00 J
99 j2606 20250911 1750.50 ... 1750.50 1761.00 J
100 j2607 20250911 1754.50 ... 1763.50 1727.00 J
101 j2608 20250911 0.00 ... 1763.00 1763.00 J
102 jd2509 20250911 3000.00 ... 3083.00 3037.00 JD
103 jd2510 20250911 3029.00 ... 3036.00 3032.00 JD
104 jd2511 20250911 3021.00 ... 3039.00 3040.00 JD
105 jd2512 20250911 3177.00 ... 3170.00 3198.00 JD
106 jd2601 20250911 3352.00 ... 3350.00 3373.00 JD
107 jd2602 20250911 3107.00 ... 3110.00 3116.00 JD
108 jd2603 20250911 3131.00 ... 3124.00 3131.00 JD
109 jd2604 20250911 3315.00 ... 3318.00 3327.00 JD
110 jd2605 20250911 3458.00 ... 3460.00 3467.00 JD
111 jd2606 20250911 3269.00 ... 3269.00 3270.00 JD
112 jd2607 20250911 3495.00 ... 3491.00 3494.00 JD
113 jd2608 20250911 3917.00 ... 3913.00 3916.00 JD
114 jm2509 20250911 953.50 ... 977.50 969.00 JM
115 jm2510 20250911 958.00 ... 966.00 952.50 JM
116 jm2511 20250911 1009.00 ... 1022.50 1007.00 JM
117 jm2512 20250911 1065.00 ... 1080.50 1064.00 JM
118 jm2601 20250911 1117.50 ... 1134.50 1115.50 JM
119 jm2602 20250911 1142.00 ... 1161.00 1140.50 JM
120 jm2603 20250911 1162.00 ... 1181.00 1158.00 JM
121 jm2604 20250911 1181.00 ... 1202.50 1174.50 JM
122 jm2605 20250911 1195.00 ... 1220.50 1189.00 JM
123 jm2606 20250911 1213.50 ... 1238.00 1203.50 JM
124 jm2607 20250911 1224.00 ... 1249.50 1213.00 JM
125 jm2608 20250911 1245.00 ... 1260.00 1226.00 JM
126 l2509 20250911 7142.00 ... 7135.00 7165.00 L
127 l2510 20250911 7191.00 ... 7194.00 7205.00 L
128 l2511 20250911 7208.00 ... 7206.00 7219.00 L
129 l2512 20250911 7218.00 ... 7213.00 7230.00 L
130 l2601 20250911 7222.00 ... 7216.00 7233.00 L
131 l2602 20250911 7215.00 ... 7210.00 7227.00 L
132 l2603 20250911 0.00 ... 7227.00 7227.00 L
133 l2604 20250911 7260.00 ... 7237.00 7259.00 L
134 l2605 20250911 7235.00 ... 7225.00 7243.00 L
135 l2606 20250911 0.00 ... 7228.00 7228.00 L
136 l2607 20250911 7236.00 ... 7236.00 7251.00 L
137 l2608 20250911 7248.00 ... 7254.00 7269.00 L
138 lg2509 20250911 773.00 ... 770.00 773.00 LG
139 lg2511 20250911 807.00 ... 804.50 805.00 LG
140 lg2601 20250911 820.00 ... 818.50 819.50 LG
141 lg2603 20250911 823.50 ... 824.50 825.50 LG
142 lg2605 20250911 830.50 ... 829.50 830.00 LG
143 lg2607 20250911 832.00 ... 832.50 831.50 LG
144 lh2509 20250911 13030.00 ... 13090.00 13190.00 LH
145 lh2511 20250911 13350.00 ... 13315.00 13315.00 LH
146 lh2601 20250911 13785.00 ... 13735.00 13730.00 LH
147 lh2603 20250911 13045.00 ... 13010.00 13010.00 LH
148 lh2605 20250911 13550.00 ... 13520.00 13520.00 LH
149 lh2607 20250911 14300.00 ... 14310.00 14240.00 LH
150 m2509 20250911 0.00 ... 3031.00 3031.00 M
151 m2511 20250911 3025.00 ... 3040.00 3031.00 M
152 m2512 20250911 3080.00 ... 3090.00 3080.00 M
153 m2601 20250911 3067.00 ... 3075.00 3064.00 M
154 m2603 20250911 2996.00 ... 2997.00 2991.00 M
155 m2605 20250911 2801.00 ... 2802.00 2799.00 M
156 m2607 20250911 2780.00 ... 2783.00 2778.00 M
157 m2608 20250911 2906.00 ... 2908.00 2907.00 M
158 p2509 20250911 0.00 ... 9446.00 9446.00 P
159 p2510 20250911 9262.00 ... 9222.00 9320.00 P
160 p2511 20250911 9236.00 ... 9236.00 9314.00 P
161 p2512 20250911 9262.00 ... 9264.00 9326.00 P
162 p2601 20250911 9280.00 ... 9274.00 9340.00 P
163 p2602 20250911 9246.00 ... 9222.00 9284.00 P
164 p2603 20250911 9220.00 ... 9212.00 9290.00 P
165 p2604 20250911 9164.00 ... 9156.00 9200.00 P
166 p2605 20250911 9064.00 ... 9062.00 9126.00 P
167 p2606 20250911 8970.00 ... 8968.00 9030.00 P
168 p2607 20250911 8900.00 ... 8868.00 8942.00 P
169 p2608 20250911 8812.00 ... 8800.00 8910.00 P
170 pg2509 20250911 3780.00 ... 3780.00 3706.00 PG
171 pg2510 20250911 4462.00 ... 4453.00 4437.00 PG
172 pg2511 20250911 4406.00 ... 4410.00 4389.00 PG
173 pg2512 20250911 4356.00 ... 4352.00 4328.00 PG
174 pg2601 20250911 4284.00 ... 4289.00 4270.00 PG
175 pg2602 20250911 4207.00 ... 4219.00 4194.00 PG
176 pg2603 20250911 4121.00 ... 4132.00 4105.00 PG
177 pg2604 20250911 4451.00 ... 4467.00 4437.00 PG
178 pg2605 20250911 4364.00 ... 4389.00 4358.00 PG
179 pg2606 20250911 4305.00 ... 4305.00 4288.00 PG
180 pg2607 20250911 4246.00 ... 4251.00 4255.00 PG
181 pg2608 20250911 4185.00 ... 4187.00 4163.00 PG
182 pp2509 20250911 6773.00 ... 6828.00 6832.00 PP
183 pp2510 20250911 6864.00 ... 6852.00 6867.00 PP
184 pp2511 20250911 6880.00 ... 6886.00 6898.00 PP
185 pp2512 20250911 6929.00 ... 6919.00 6930.00 PP
186 pp2601 20250911 6952.00 ... 6943.00 6951.00 PP
187 pp2602 20250911 6931.00 ... 6926.00 6933.00 PP
188 pp2603 20250911 6920.00 ... 6912.00 6920.00 PP
189 pp2604 20250911 6948.00 ... 6937.00 6963.00 PP
190 pp2605 20250911 6977.00 ... 6966.00 6973.00 PP
191 pp2606 20250911 6949.00 ... 6943.00 6946.00 PP
192 pp2607 20250911 6916.00 ... 6915.00 6915.00 PP
193 pp2608 20250911 6917.00 ... 6917.00 6922.00 PP
194 rr2509 20250911 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250911 3602.00 ... 3596.00 3605.00 RR
196 rr2511 20250911 3608.00 ... 3603.00 3611.00 RR
197 rr2512 20250911 3606.00 ... 3605.00 3608.00 RR
198 rr2601 20250911 3617.00 ... 3615.00 3617.00 RR
199 rr2602 20250911 3605.00 ... 3605.00 3604.00 RR
200 rr2603 20250911 3607.00 ... 3607.00 3612.00 RR
201 rr2604 20250911 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250911 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250911 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250911 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250911 0.00 ... 3614.00 3625.00 RR
206 v2509 20250911 4696.00 ... 4708.00 4696.00 V
207 v2510 20250911 4738.00 ... 4757.00 4743.00 V
208 v2511 20250911 4780.00 ... 4788.00 4776.00 V
209 v2512 20250911 4810.00 ... 4830.00 4815.00 V
210 v2601 20250911 4852.00 ... 4864.00 4849.00 V
211 v2602 20250911 4888.00 ... 4904.00 4885.00 V
212 v2603 20250911 4920.00 ... 4930.00 4916.00 V
213 v2604 20250911 5120.00 ... 5126.00 5119.00 V
214 v2605 20250911 5162.00 ... 5166.00 5149.00 V
215 v2606 20250911 5191.00 ... 5197.00 5169.00 V
216 v2607 20250911 5211.00 ... 5222.00 5208.00 V
217 v2608 20250911 5249.00 ... 5266.00 5247.00 V
218 y2509 20250911 8268.00 ... 8268.00 8414.00 Y
219 y2511 20250911 8300.00 ... 8326.00 8344.00 Y
220 y2512 20250911 8322.00 ... 8338.00 8374.00 Y
221 y2601 20250911 8272.00 ... 8292.00 8322.00 Y
222 y2603 20250911 8184.00 ... 8214.00 8236.00 Y
223 y2605 20250911 7990.00 ... 7986.00 8028.00 Y
224 y2607 20250911 7936.00 ... 7948.00 7982.00 Y
225 y2608 20250911 7936.00 ... 7948.00 7998.00 Y
[226 rows x 12 columns]
2025-09-12 16:28:38,703 - future_1d - INFO - ak.get_dce_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250911 485.1 492.8 ... 4305277.99 488.7 486.1 SC
1 SC2511 20250911 488 492.5 ... 1431053.05 489.4 485.7 SC
2 SC2512 20250911 489.2 490.7 ... 346750.96 488.1 484.6 SC
3 SC2601 20250911 486.5 489.5 ... 110577.75 487.1 484.5 SC
4 SC2602 20250911 484.9 488.7 ... 60993.45 486 483.7 SC
5 SC2603 20250911 484 488.5 ... 64903.23 484.7 482.6 SC
6 SC2604 20250911 483.7 487.7 ... 100249.02 484.5 481.6 SC
7 SC2605 20250911 482.6 486.5 ... 21027.84 483.3 481.5 SC
8 SC2606 20250911 482.4 486.9 ... 148356.36 484.5 477.9 SC
9 SC2607 20250911 483.5 484.8 ... 2564.05 483.7 480.9 SC
10 SC2608 20250911 482 484 ... 915.83 482 475.5 SC
11 SC2609 20250911 481.5 481.5 ... 240.43 480.8 474.4 SC
12 SC2612 20250911 477.6 481.6 ... 573.5 477.9 467.3 SC
13 SC2703 20250911 ... 0 472.1 462.1 SC
14 SC2706 20250911 ... 0 471.5 460.7 SC
15 SC2709 20250911 ... 0 471.3 461.3 SC
16 SC2712 20250911 467 471 ... 281.43 469 461 SC
17 SC2803 20250911 ... 0 468.2 459.5 SC
18 SC2806 20250911 464.5 475.7 ... 373.39 466.7 461.5 SC
19 SC2809 20250911 ... 0 462 458.1 SC
21 LU2510 20250911 3356 3364 ... 2186.96 3343 3368 LU
22 LU2511 20250911 3379 3390 ... 278388.67 3370 3392 LU
23 LU2512 20250911 3367 3380 ... 149916.502 3362 3382 LU
24 LU2601 20250911 3361 3376 ... 31253.26 3358 3378 LU
25 LU2602 20250911 3344 3354 ... 2307.209 3338 3358 LU
26 LU2603 20250911 3333 3346 ... 26.673 3334 3354 LU
27 LU2604 20250911 3339 3339 ... 6.678 3339 3349 LU
28 LU2605 20250911 3326 3334 ... 56.491 3323 3341 LU
29 LU2606 20250911 3319 3330 ... 26.532 3316 3339 LU
30 LU2607 20250911 3317 3330 ... 13.287 3321 3335 LU
31 LU2608 20250911 3312 3331 ... 29.844 3316 3324 LU
32 LU2609 20250911 3321 3321 ... 23.198 3314 3329 LU
34 NR2509 20250911 ... 0 12645 12645 NR
35 NR2510 20250911 12695 12710 ... 205487.68 12550 12660 NR
36 NR2511 20250911 12770 12770 ... 1145171.83 12600 12715 NR
37 NR2512 20250911 12785 12800 ... 91302.955 12640 12760 NR
38 NR2601 20250911 12820 12845 ... 168980.725 12685 12800 NR
39 NR2602 20250911 12825 12840 ... 1408.43 12685 12825 NR
40 NR2603 20250911 12820 12820 ... 469.415 12685 12795 NR
41 NR2604 20250911 12800 12800 ... 89.135 12730 12815 NR
42 NR2605 20250911 12830 12830 ... 229.49 12745 12840 NR
43 NR2606 20250911 12720 12720 ... 38.11 12700 13000 NR
44 NR2607 20250911 12735 12735 ... 89.035 12715 13045 NR
45 NR2608 20250911 12770 12770 ... 63.81 12760 12865 NR
47 BC2509 20250911 70500 70500 ... 3348.75 70500 70500 BC
48 BC2510 20250911 70980 71360 ... 126352.395 71180 70820 BC
49 BC2511 20250911 71030 71320 ... 18463.84 71150 70800 BC
50 BC2512 20250911 ... 0 70790 70790 BC
51 BC2601 20250911 ... 0 71300 70880 BC
52 BC2602 20250911 ... 0 70900 70900 BC
53 BC2603 20250911 71560 71560 ... 35.78 71560 70050 BC
54 BC2604 20250911 ... 0 71200 71200 BC
55 BC2605 20250911 ... 0 71170 71170 BC
56 BC2606 20250911 ... 0 70710 70700 BC
57 BC2607 20250911 ... 0 70900 70900 BC
58 BC2608 20250911 ... 0 70800 70800 BC
60 EC2510 20250911 1250 1255 ... 200216.301 1222 1270.9 EC
61 EC2512 20250911 1654 1664.9 ... 82035.3755 1633.3 1677.3 EC
62 EC2602 20250911 1524.9 1524.9 ... 9568.4285 1509.2 1525.2 EC
63 EC2604 20250911 1245.2 1254.4 ... 5724.952 1245.9 1252.1 EC
64 EC2606 20250911 1420.4 1438.2 ... 478.8535 1429.4 1438.6 EC
65 EC2608 20250911 1593.1 1626.6 ... 337.147 1605.4 1609.3 EC
68 SC_TAS2510 20250911 ... SC_TAS
69 SC_TAS2511 20250911 ... SC_TAS
70 SC_TAS2512 20250911 ... SC_TAS
71 SC_TAS2601 20250911 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 16:28:38,775 - future_1d - INFO - ak.get_ine_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 IC2509 20250911 6863.000 ... 7097.800 6887.800 IC
1 IC2510 20250911 6799.000 ... 7044.000 6825.800 IC
2 IC2512 20250911 6680.000 ... 6934.800 6710.000 IC
3 IC2603 20250911 6517.400 ... 6789.600 6556.600 IC
4 IF2509 20250911 4424.000 ... 4542.800 4444.600 IF
5 IF2510 20250911 4415.800 ... 4534.400 4437.200 IF
6 IF2512 20250911 4396.000 ... 4511.800 4415.200 IF
7 IF2603 20250911 4367.000 ... 4491.200 4394.000 IF
8 IH2509 20250911 2927.000 ... 2981.400 2944.200 IH
9 IH2510 20250911 2926.400 ... 2979.800 2943.400 IH
10 IH2512 20250911 2927.000 ... 2980.000 2943.200 IH
11 IH2603 20250911 2928.800 ... 2982.400 2945.800 IH
12 IM2509 20250911 7144.000 ... 7365.600 7176.600 IM
13 IM2510 20250911 7086.400 ... 7297.800 7112.400 IM
14 IM2512 20250911 6940.000 ... 7153.600 6965.000 IM
15 IM2603 20250911 6740.000 ... 6965.600 6777.400 IM
16 T2509 20250911 107.750 ... 107.835 107.725 T
17 T2512 20250911 107.555 ... 107.645 107.505 T
18 T2603 20250911 107.205 ... 107.335 107.235 T
19 TF2509 20250911 105.630 ... 105.660 105.620 TF
20 TF2512 20250911 105.450 ... 105.590 105.445 TF
21 TF2603 20250911 105.380 ... 105.485 105.355 TF
22 TL2509 20250911 115.020 ... 115.180 115.240 TL
23 TL2512 20250911 114.850 ... 114.830 114.870 TL
24 TL2603 20250911 114.570 ... 114.500 114.530 TL
25 TS2509 20250911 102.330 ... 102.352 102.310 TS
26 TS2512 20250911 102.354 ... 102.406 102.348 TS
27 TS2603 20250911 102.296 ... 102.330 102.288 TS
[28 rows x 12 columns]
2025-09-12 16:28:39,028 - future_1d - INFO - ak.get_cffex_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250911 8218.0 8351.0 ... 130736.90 8293.0 8163.0 AP
1 AP511 20250911 8070.0 8168.0 ... 6792.71 8116.0 8026.0 AP
2 AP512 20250911 8068.0 8188.0 ... 2732.08 8131.0 8050.0 AP
3 AP601 20250911 8159.0 8271.0 ... 676253.31 8214.0 8122.0 AP
4 AP603 20250911 8068.0 8162.0 ... 154.36 8124.0 8053.0 AP
5 AP604 20250911 8125.0 8171.0 ... 73.28 8142.0 8090.0 AP
6 AP605 20250911 8187.0 8255.0 ... 4121.90 8227.0 8158.0 AP
7 CF509 20250911 13360.0 13400.0 ... 3216.36 13345.0 13345.0 CF
8 CF511 20250911 13670.0 13735.0 ... 172899.42 13665.0 13645.0 CF
9 CF601 20250911 13865.0 13890.0 ... 1114391.69 13830.0 13835.0 CF
10 CF603 20250911 13810.0 13845.0 ... 1579.90 13800.0 13800.0 CF
11 CF605 20250911 13850.0 13850.0 ... 148047.50 13795.0 13795.0 CF
12 CF607 20250911 13850.0 13855.0 ... 815.05 13815.0 13815.0 CF
13 CJ509 20250911 0.0 0.0 ... 0.00 9965.0 9945.0 CJ
14 CJ512 20250911 10955.0 11225.0 ... 5656.23 11100.0 10945.0 CJ
15 CJ601 20250911 11045.0 11285.0 ... 923262.81 11185.0 10990.0 CJ
16 CJ603 20250911 11085.0 11325.0 ... 12116.31 11240.0 11045.0 CJ
17 CJ605 20250911 11150.0 11420.0 ... 149786.33 11315.0 11125.0 CJ
18 CJ607 20250911 11320.0 11540.0 ... 3393.31 11425.0 11265.0 CJ
19 CY509 20250911 0.0 0.0 ... 0.00 20180.0 20200.0 CY
20 CY510 20250911 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250911 19875.0 19960.0 ... 97202.48 19875.0 19895.0 CY
22 CY512 20250911 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250911 19960.0 19960.0 ... 1183.36 19890.0 19875.0 CY
24 CY602 20250911 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250911 0.0 0.0 ... 0.00 20240.0 20255.0 CY
26 CY604 20250911 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250911 20080.0 20080.0 ... 20.08 20080.0 20165.0 CY
28 CY606 20250911 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250911 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250911 0.0 0.0 ... 0.00 20160.0 20170.0 CY
31 FG509 20250911 991.0 991.0 ... 310.87 990.0 985.0 FG
32 FG510 20250911 1102.0 1120.0 ... 194308.98 1107.0 1100.0 FG
33 FG511 20250911 1086.0 1108.0 ... 167149.89 1095.0 1089.0 FG
34 FG512 20250911 1194.0 1208.0 ... 83621.38 1192.0 1188.0 FG
35 FG601 20250911 1182.0 1202.0 ... 3942012.78 1186.0 1179.0 FG
36 FG602 20250911 1235.0 1251.0 ... 28597.32 1235.0 1232.0 FG
37 FG603 20250911 1235.0 1252.0 ... 1254.01 1239.0 1232.0 FG
38 FG604 20250911 1285.0 1300.0 ... 501.76 1287.0 1279.0 FG
39 FG605 20250911 1277.0 1295.0 ... 69083.82 1281.0 1278.0 FG
40 FG606 20250911 1312.0 1328.0 ... 2284.84 1315.0 1307.0 FG
41 FG607 20250911 1301.0 1317.0 ... 1806.57 1305.0 1298.0 FG
42 FG608 20250911 1325.0 1343.0 ... 1266.66 1333.0 1319.0 FG
43 JR509 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250911 2242.0 2242.0 ... 247.09 2226.0 2260.0 MA
53 MA510 20250911 2306.0 2309.0 ... 90947.84 2299.0 2308.0 MA
54 MA511 20250911 2336.0 2340.0 ... 113094.85 2329.0 2333.0 MA
55 MA512 20250911 2383.0 2384.0 ... 69622.56 2372.0 2375.0 MA
56 MA601 20250911 2404.0 2409.0 ... 1180908.94 2395.0 2403.0 MA
57 MA602 20250911 2416.0 2423.0 ... 26148.38 2412.0 2411.0 MA
58 MA603 20250911 2424.0 2428.0 ... 290.00 2417.0 2417.0 MA
59 MA604 20250911 2413.0 2415.0 ... 16.86 2408.0 2404.0 MA
60 MA605 20250911 2407.0 2409.0 ... 71458.38 2396.0 2398.0 MA
61 MA606 20250911 2405.0 2406.0 ... 19.20 2400.0 2413.0 MA
62 MA607 20250911 2386.0 2386.0 ... 57.18 2383.0 2391.0 MA
63 MA608 20250911 2384.0 2384.0 ... 7.15 2384.0 2403.0 MA
64 OI509 20250911 0.0 0.0 ... 0.00 10023.0 9937.0 OI
65 OI511 20250911 9940.0 10090.0 ... 516403.28 10015.0 9985.0 OI
66 OI601 20250911 9782.0 9897.0 ... 2960863.58 9839.0 9823.0 OI
67 OI603 20250911 9643.0 9720.0 ... 1615.05 9671.0 9666.0 OI
68 OI605 20250911 9490.0 9554.0 ... 131834.25 9510.0 9541.0 OI
69 OI607 20250911 9458.0 9488.0 ... 387.68 9456.0 9479.0 OI
70 PF509 20250911 0.0 0.0 ... 0.00 6272.0 6268.0 PF
71 PF510 20250911 6382.0 6398.0 ... 51713.83 6374.0 6378.0 PF
72 PF511 20250911 6370.0 6390.0 ... 362115.37 6366.0 6362.0 PF
73 PF512 20250911 6366.0 6376.0 ... 165237.69 6350.0 6344.0 PF
74 PF601 20250911 6388.0 6410.0 ... 19883.95 6388.0 6390.0 PF
75 PF602 20250911 6404.0 6418.0 ... 42679.04 6396.0 6400.0 PF
76 PF603 20250911 6414.0 6420.0 ... 32.00 6400.0 6412.0 PF
77 PF604 20250911 6442.0 6442.0 ... 22.52 6436.0 6440.0 PF
78 PF605 20250911 6470.0 6470.0 ... 29.06 6460.0 6468.0 PF
79 PF606 20250911 6474.0 6474.0 ... 3.24 6474.0 6470.0 PF
80 PF607 20250911 0.0 0.0 ... 0.00 6502.0 6498.0 PF
81 PF608 20250911 0.0 0.0 ... 0.00 6516.0 6510.0 PF
82 PK510 20250911 7876.0 7894.0 ... 126503.71 7876.0 7876.0 PK
83 PK511 20250911 7794.0 7798.0 ... 362088.71 7776.0 7792.0 PK
84 PK512 20250911 7810.0 7822.0 ... 159865.14 7800.0 7804.0 PK
85 PK601 20250911 7842.0 7842.0 ... 24736.08 7826.0 7832.0 PK
86 PK603 20250911 7844.0 7850.0 ... 39.24 7848.0 7850.0 PK
87 PK604 20250911 7848.0 7868.0 ... 70.69 7856.0 7878.0 PK
88 PK605 20250911 7870.0 7870.0 ... 5782.58 7852.0 7870.0 PK
89 PL601 20250911 6400.0 6422.0 ... 41574.86 6406.0 6413.0 PL
90 PL602 20250911 6445.0 6451.0 ... 682.73 6441.0 6449.0 PL
91 PL603 20250911 6440.0 6440.0 ... 12.88 6440.0 6445.0 PL
92 PL604 20250911 0.0 0.0 ... 0.00 6455.0 6465.0 PL
93 PL605 20250911 6363.0 6384.0 ... 25.49 6374.0 6386.0 PL
94 PL606 20250911 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250911 0.0 0.0 ... 0.00 6450.0 6450.0 PL
96 PL608 20250911 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250911 5700.0 5700.0 ... 85.50 5700.0 5788.0 PR
104 PR510 20250911 5838.0 5862.0 ... 20785.20 5834.0 5844.0 PR
105 PR511 20250911 5840.0 5872.0 ... 299990.48 5838.0 5842.0 PR
106 PR512 20250911 5850.0 5882.0 ... 215435.62 5848.0 5854.0 PR
107 PR601 20250911 5866.0 5890.0 ... 133220.25 5856.0 5860.0 PR
108 PR602 20250911 5892.0 5892.0 ... 10366.06 5872.0 5898.0 PR
109 PR603 20250911 5894.0 5894.0 ... 26.51 5892.0 5898.0 PR
110 PR604 20250911 5912.0 5912.0 ... 8.87 5912.0 5902.0 PR
111 PR605 20250911 5920.0 5920.0 ... 8.88 5920.0 5916.0 PR
112 PR606 20250911 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250911 0.0 0.0 ... 0.00 5968.0 5970.0 PR
114 PR608 20250911 0.0 0.0 ... 0.00 5962.0 5962.0 PR
115 PX509 20250911 0.0 0.0 ... 0.00 6782.0 6768.0 PX
116 PX510 20250911 6778.0 6826.0 ... 5503.37 6786.0 6788.0 PX
117 PX511 20250911 6760.0 6808.0 ... 402333.89 6766.0 6752.0 PX
118 PX512 20250911 6738.0 6774.0 ... 105456.67 6732.0 6720.0 PX
119 PX601 20250911 6706.0 6750.0 ... 84796.19 6708.0 6702.0 PX
120 PX602 20250911 6698.0 6732.0 ... 9388.87 6698.0 6688.0 PX
121 PX603 20250911 0.0 0.0 ... 0.00 6690.0 6662.0 PX
122 PX604 20250911 0.0 0.0 ... 0.00 6700.0 6698.0 PX
123 PX605 20250911 6696.0 6716.0 ... 194.07 6692.0 6692.0 PX
124 PX606 20250911 0.0 0.0 ... 0.00 6708.0 6708.0 PX
125 PX607 20250911 0.0 0.0 ... 0.00 6722.0 6722.0 PX
126 PX608 20250911 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250911 2540.0 2550.0 ... 94.13 2544.0 2565.0 RM
134 RM511 20250911 2539.0 2559.0 ... 18579.51 2544.0 2541.0 RM
135 RM601 20250911 2538.0 2568.0 ... 871292.35 2554.0 2542.0 RM
136 RM603 20250911 2430.0 2450.0 ... 11757.57 2440.0 2432.0 RM
137 RM605 20250911 2410.0 2421.0 ... 126860.70 2411.0 2412.0 RM
138 RM607 20250911 2390.0 2403.0 ... 17730.90 2393.0 2394.0 RM
139 RM608 20250911 2487.0 2500.0 ... 239.09 2491.0 2489.0 RM
140 RS509 20250911 0.0 0.0 ... 0.00 4846.0 4852.0 RS
141 RS511 20250911 5160.0 5160.0 ... 66.66 5128.0 5176.0 RS
142 RS607 20250911 5577.0 5645.0 ... 210.97 5552.0 5559.0 RS
143 RS608 20250911 0.0 0.0 ... 0.00 5615.0 5615.0 RS
144 SA509 20250911 1153.0 1175.0 ... 2227.23 1159.0 1151.0 SA
145 SA510 20250911 1200.0 1218.0 ... 238449.29 1207.0 1199.0 SA
146 SA511 20250911 1216.0 1227.0 ... 263493.45 1217.0 1208.0 SA
147 SA512 20250911 1267.0 1286.0 ... 157105.50 1276.0 1264.0 SA
148 SA601 20250911 1281.0 1297.0 ... 2835127.00 1286.0 1271.0 SA
149 SA602 20250911 1310.0 1326.0 ... 23077.95 1312.0 1304.0 SA
150 SA603 20250911 1314.0 1331.0 ... 5226.39 1315.0 1308.0 SA
151 SA604 20250911 1352.0 1365.0 ... 3066.32 1348.0 1349.0 SA
152 SA605 20250911 1351.0 1370.0 ... 115852.04 1355.0 1351.0 SA
153 SA606 20250911 1364.0 1380.0 ... 1124.78 1365.0 1359.0 SA
154 SA607 20250911 1369.0 1380.0 ... 843.15 1369.0 1361.0 SA
155 SA608 20250911 1388.0 1399.0 ... 658.23 1389.0 1383.0 SA
156 SF509 20250911 5470.0 5470.0 ... 431.63 5464.0 5464.0 SF
157 SF510 20250911 5468.0 5506.0 ... 68550.10 5472.0 5472.0 SF
158 SF511 20250911 5640.0 5674.0 ... 354891.96 5640.0 5636.0 SF
159 SF512 20250911 5600.0 5624.0 ... 62789.08 5596.0 5596.0 SF
160 SF601 20250911 5610.0 5630.0 ... 97817.07 5600.0 5594.0 SF
161 SF602 20250911 5584.0 5600.0 ... 21233.35 5552.0 5548.0 SF
162 SF603 20250911 5736.0 5746.0 ... 1550.04 5720.0 5750.0 SF
163 SF604 20250911 5726.0 5734.0 ... 14.29 5718.0 5706.0 SF
164 SF605 20250911 5700.0 5746.0 ... 4279.46 5702.0 5704.0 SF
165 SF606 20250911 5690.0 5690.0 ... 19.85 5672.0 5670.0 SF
166 SF607 20250911 5836.0 5836.0 ... 5.83 5828.0 5816.0 SF
167 SF608 20250911 5758.0 5758.0 ... 8.63 5752.0 5734.0 SF
168 SH509 20250911 0.0 0.0 ... 0.00 2828.0 2811.0 SH
169 SH510 20250911 2565.0 2588.0 ... 212640.48 2565.0 2559.0 SH
170 SH511 20250911 2566.0 2601.0 ... 644483.99 2576.0 2562.0 SH
171 SH512 20250911 2587.0 2619.0 ... 305183.74 2597.0 2583.0 SH
172 SH601 20250911 2578.0 2605.0 ... 2327161.35 2587.0 2571.0 SH
173 SH602 20250911 2600.0 2623.0 ... 42346.45 2604.0 2591.0 SH
174 SH603 20250911 2620.0 2637.0 ... 3140.93 2624.0 2609.0 SH
175 SH604 20250911 2656.0 2677.0 ... 415.93 2666.0 2653.0 SH
176 SH605 20250911 2671.0 2687.0 ... 17480.75 2675.0 2664.0 SH
177 SH606 20250911 2690.0 2695.0 ... 258.12 2689.0 2673.0 SH
178 SH607 20250911 2683.0 2683.0 ... 64.20 2675.0 2666.0 SH
179 SH608 20250911 2692.0 2694.0 ... 72.56 2687.0 2678.0 SH
180 SM509 20250911 5770.0 5788.0 ... 1560.75 5770.0 5726.0 SM
181 SM510 20250911 5782.0 5808.0 ... 126885.05 5774.0 5772.0 SM
182 SM511 20250911 5832.0 5876.0 ... 162072.81 5848.0 5830.0 SM
183 SM512 20250911 5880.0 5882.0 ... 71142.16 5854.0 5852.0 SM
184 SM601 20250911 5862.0 5890.0 ... 435829.94 5860.0 5852.0 SM
185 SM602 20250911 5874.0 5892.0 ... 59756.59 5864.0 5840.0 SM
186 SM603 20250911 5898.0 5898.0 ... 91.12 5880.0 5878.0 SM
187 SM604 20250911 5890.0 5890.0 ... 11.77 5884.0 5898.0 SM
188 SM605 20250911 5910.0 5922.0 ... 3697.01 5896.0 5900.0 SM
189 SM606 20250911 5902.0 5908.0 ... 8.85 5900.0 5888.0 SM
190 SM607 20250911 5888.0 5916.0 ... 17.72 5906.0 5882.0 SM
191 SM608 20250911 5950.0 5950.0 ... 8.90 5930.0 5898.0 SM
192 SR509 20250911 5530.0 5530.0 ... 602.29 5526.0 5522.0 SR
193 SR511 20250911 5551.0 5573.0 ... 145543.24 5554.0 5539.0 SR
194 SR601 20250911 5545.0 5558.0 ... 861291.03 5542.0 5534.0 SR
195 SR603 20250911 5521.0 5541.0 ... 2222.32 5528.0 5520.0 SR
196 SR605 20250911 5520.0 5528.0 ... 30964.28 5516.0 5508.0 SR
197 SR607 20250911 5498.0 5524.0 ... 1482.67 5512.0 5503.0 SR
198 TA509 20250911 4598.0 4622.0 ... 2342.24 4602.0 4598.0 TA
199 TA510 20250911 4670.0 4682.0 ... 136416.66 4660.0 4662.0 TA
200 TA511 20250911 4666.0 4696.0 ... 191884.64 4672.0 4670.0 TA
201 TA512 20250911 4690.0 4706.0 ... 83468.17 4682.0 4678.0 TA
202 TA601 20250911 4690.0 4712.0 ... 1036039.18 4688.0 4686.0 TA
203 TA602 20250911 4698.0 4714.0 ... 15776.34 4694.0 4694.0 TA
204 TA603 20250911 4708.0 4708.0 ... 23.53 4708.0 4712.0 TA
205 TA604 20250911 0.0 0.0 ... 0.00 4722.0 4722.0 TA
206 TA605 20250911 4728.0 4742.0 ... 17213.69 4720.0 4716.0 TA
207 TA606 20250911 0.0 0.0 ... 0.00 4734.0 4734.0 TA
208 TA607 20250911 0.0 0.0 ... 0.00 4744.0 4744.0 TA
209 TA608 20250911 4768.0 4768.0 ... 2.38 4768.0 4744.0 TA
210 UR509 20250911 1601.0 1605.0 ... 833.35 1603.0 1616.0 UR
211 UR510 20250911 1635.0 1638.0 ... 53972.22 1620.0 1639.0 UR
212 UR511 20250911 1659.0 1665.0 ... 51115.35 1659.0 1671.0 UR
213 UR512 20250911 1664.0 1671.0 ... 16972.26 1666.0 1675.0 UR
214 UR601 20250911 1669.0 1676.0 ... 419032.87 1672.0 1679.0 UR
215 UR602 20250911 1673.0 1677.0 ... 308.00 1674.0 1679.0 UR
216 UR603 20250911 1720.0 1724.0 ... 34.41 1720.0 1728.0 UR
217 UR604 20250911 1721.0 1722.0 ... 13.77 1721.0 1728.0 UR
218 UR605 20250911 1721.0 1725.0 ... 13509.66 1721.0 1729.0 UR
219 UR606 20250911 1718.0 1721.0 ... 109.98 1718.0 1723.0 UR
220 UR607 20250911 1749.0 1750.0 ... 76.87 1747.0 1755.0 UR
221 UR608 20250911 1745.0 1745.0 ... 20.90 1742.0 1746.0 UR
222 WH509 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 16:28:39,311 - future_1d - INFO - ak.get_czce_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 PS2509 20250911 55575.0 ... 55575.0 55575.0 PS
1 PS2510 20250911 53495.0 ... 53135.0 52840.0 PS
2 PS2511 20250911 53200.0 ... 53035.0 52690.0 PS
3 PS2512 20250911 55920.0 ... 55530.0 55180.0 PS
4 PS2601 20250911 55500.0 ... 55465.0 55040.0 PS
5 PS2602 20250911 55690.0 ... 55735.0 55095.0 PS
6 PS2603 20250911 55880.0 ... 55715.0 55055.0 PS
7 PS2604 20250911 56005.0 ... 55800.0 55130.0 PS
8 PS2605 20250911 55650.0 ... 55650.0 55245.0 PS
9 PS2606 20250911 57800.0 ... 57725.0 57570.0 PS
10 PS2607 20250911 58050.0 ... 57855.0 57500.0 PS
11 PS2608 20250911 58000.0 ... 57850.0 57455.0 PS
13 SI2509 20250911 0.0 ... 8685.0 8470.0 SI
14 SI2510 20250911 8675.0 ... 8685.0 8520.0 SI
15 SI2511 20250911 8715.0 ... 8690.0 8530.0 SI
16 SI2512 20250911 9045.0 ... 9040.0 8885.0 SI
17 SI2601 20250911 9050.0 ... 9035.0 8875.0 SI
18 SI2602 20250911 9020.0 ... 9030.0 8935.0 SI
19 SI2603 20250911 9070.0 ... 9065.0 8920.0 SI
20 SI2604 20250911 9025.0 ... 9030.0 8950.0 SI
21 SI2605 20250911 9075.0 ... 9055.0 8915.0 SI
22 SI2606 20250911 9080.0 ... 9070.0 8940.0 SI
23 SI2607 20250911 9000.0 ... 9070.0 8940.0 SI
24 SI2608 20250911 9060.0 ... 9085.0 8905.0 SI
27 LC2509 20250911 70940.0 ... 70800.0 69760.0 LC
28 LC2510 20250911 71360.0 ... 70580.0 69720.0 LC
29 LC2511 20250911 70960.0 ... 70660.0 70120.0 LC
30 LC2512 20250911 71100.0 ... 70960.0 70200.0 LC
31 LC2601 20250911 71300.0 ... 70920.0 70240.0 LC
32 LC2602 20250911 71120.0 ... 70860.0 70240.0 LC
33 LC2603 20250911 70960.0 ... 70780.0 70220.0 LC
34 LC2604 20250911 72100.0 ... 71740.0 70660.0 LC
35 LC2605 20250911 71620.0 ... 71380.0 70700.0 LC
36 LC2606 20250911 71540.0 ... 71240.0 70460.0 LC
37 LC2607 20250911 71300.0 ... 71100.0 70500.0 LC
38 LC2608 20250911 71220.0 ... 71040.0 70700.0 LC
[36 rows x 12 columns]
2025-09-12 16:28:39,471 - future_1d - INFO - ak.get_gfex_daily('2025-09-11') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250911 ... 80090 79730 CU
1 1 CU2510 20250911 ... 80080 79680 CU
2 2 CU2511 20250911 ... 80080 79670 CU
3 3 CU2512 20250911 ... 80050 79640 CU
4 4 CU2601 20250911 ... 80040 79610 CU
5 5 CU2602 20250911 ... 80040 79570 CU
6 6 CU2603 20250911 ... 80060 79590 CU
7 7 CU2604 20250911 ... 80150 79690 CU
8 8 CU2605 20250911 ... 80130 79660 CU
9 9 CU2606 20250911 ... 80150 79700 CU
10 10 CU2607 20250911 ... 80150 79790 CU
11 11 CU2608 20250911 ... 80140 79740 CU
12 12 BC2509 20250911 ... 70500 70500 BC
13 13 BC2510 20250911 ... 71180 70820 BC
14 14 BC2511 20250911 ... 71150 70800 BC
15 15 BC2512 20250911 ... 70790 70790 BC
16 16 BC2601 20250911 ... 71300 70880 BC
17 17 BC2602 20250911 ... 70900 70900 BC
18 18 BC2603 20250911 ... 71560 70050 BC
19 19 BC2604 20250911 ... 71200 71200 BC
20 20 BC2605 20250911 ... 71170 71170 BC
21 21 BC2606 20250911 ... 70710 70700 BC
22 22 BC2607 20250911 ... 70900 70900 BC
23 23 BC2608 20250911 ... 70800 70800 BC
24 24 AL2509 20250911 ... 20845 20765 AL
25 25 AL2510 20250911 ... 20850 20785 AL
26 26 AL2511 20250911 ... 20840 20770 AL
27 27 AL2512 20250911 ... 20815 20745 AL
28 28 AL2601 20250911 ... 20800 20730 AL
29 29 AL2602 20250911 ... 20795 20730 AL
30 30 AL2603 20250911 ... 20820 20755 AL
31 31 AL2604 20250911 ... 20855 20780 AL
32 32 AL2605 20250911 ... 20865 20805 AL
33 33 AL2606 20250911 ... 20865 20795 AL
34 34 AL2607 20250911 ... 20875 20800 AL
35 35 AL2608 20250911 ... 20870 20810 AL
36 36 ZN2509 20250911 ... 22190 22115 ZN
37 37 ZN2510 20250911 ... 22225 22170 ZN
38 38 ZN2511 20250911 ... 22235 22175 ZN
39 39 ZN2512 20250911 ... 22250 22185 ZN
40 40 ZN2601 20250911 ... 22255 22205 ZN
41 41 ZN2602 20250911 ... 22265 22200 ZN
42 42 ZN2603 20250911 ... 22265 22230 ZN
43 43 ZN2604 20250911 ... 22310 22245 ZN
44 44 ZN2605 20250911 ... 22305 22255 ZN
45 45 ZN2606 20250911 ... 22305 22285 ZN
46 46 ZN2607 20250911 ... 22335 22270 ZN
47 47 ZN2608 20250911 ... 22350 22280 ZN
48 48 PB2509 20250911 ... 16795 16805 PB
49 49 PB2510 20250911 ... 16860 16840 PB
50 50 PB2511 20250911 ... 16865 16850 PB
51 51 PB2512 20250911 ... 16885 16870 PB
52 52 PB2601 20250911 ... 16910 16880 PB
53 53 PB2602 20250911 ... 16895 16945 PB
54 54 PB2603 20250911 ... 16910 16910 PB
55 55 PB2604 20250911 ... 16910 16945 PB
56 56 PB2605 20250911 ... 16925 16945 PB
57 57 PB2606 20250911 ... 16935 17030 PB
58 58 PB2607 20250911 ... 16945 17020 PB
59 59 PB2608 20250911 ... 16965 17060 PB
60 60 NI2509 20250911 ... 120260 120110 NI
61 61 NI2510 20250911 ... 120450 120490 NI
62 62 NI2511 20250911 ... 120600 120660 NI
63 63 NI2512 20250911 ... 120780 120870 NI
64 64 NI2601 20250911 ... 121000 121080 NI
65 65 NI2602 20250911 ... 121260 121360 NI
66 66 NI2603 20250911 ... 121390 121570 NI
67 67 NI2604 20250911 ... 121710 121760 NI
68 68 NI2605 20250911 ... 121760 121960 NI
69 69 NI2606 20250911 ... 122050 122270 NI
70 70 NI2607 20250911 ... 122410 122470 NI
71 71 NI2608 20250911 ... 122670 122910 NI
72 72 SN2509 20250911 ... 270340 268520 SN
73 73 SN2510 20250911 ... 271410 269480 SN
74 74 SN2511 20250911 ... 271610 269720 SN
75 75 SN2512 20250911 ... 271690 269940 SN
76 76 SN2601 20250911 ... 271500 270340 SN
77 77 SN2602 20250911 ... 271650 270030 SN
78 78 SN2603 20250911 ... 271120 270300 SN
79 79 SN2604 20250911 ... 272180 270750 SN
80 80 SN2605 20250911 ... 272460 271250 SN
81 81 SN2606 20250911 ... 271900 269320 SN
82 82 SN2607 20250911 ... 273090 270950 SN
83 83 SN2608 20250911 ... 272370 271420 SN
84 84 AO2509 20250911 ... 2904 2869 AO
85 85 AO2510 20250911 ... 2918 2905 AO
86 86 AO2511 20250911 ... 2920 2909 AO
87 87 AO2512 20250911 ... 2931 2913 AO
88 88 AO2601 20250911 ... 2940 2922 AO
89 89 AO2602 20250911 ... 2947 2932 AO
90 90 AO2603 20250911 ... 3008 2995 AO
91 91 AO2604 20250911 ... 3015 3008 AO
92 92 AO2605 20250911 ... 3025 3010 AO
93 93 AO2606 20250911 ... 3034 3023 AO
94 94 AO2607 20250911 ... 3048 3033 AO
95 95 AO2608 20250911 ... 3063 3054 AO
96 96 AD2511 20250911 ... 20410 20350 AD
97 97 AD2512 20250911 ... 20430 20355 AD
98 98 AD2601 20250911 ... 20410 20355 AD
99 99 AD2602 20250911 ... 20395 20360 AD
100 100 AD2603 20250911 ... 20405 20360 AD
101 101 AD2604 20250911 ... 20240 20240 AD
102 102 AD2605 20250911 ... 20325 20265 AD
103 103 AD2606 20250911 ... 20155 20155 AD
104 104 AD2607 20250911 ... 20150 20150 AD
105 105 AD2608 20250911 ... 20170 20170 AD
106 106 AU2509 20250911 ... 832.5 853.28 AU
107 107 AU2510 20250911 ... 833.38 833.38 AU
108 108 AU2511 20250911 ... 834.64 835.86 AU
109 109 AU2512 20250911 ... 835.48 835.82 AU
110 110 AU2602 20250911 ... 838.02 838.18 AU
111 111 AU2604 20250911 ... 839.8 840.72 AU
112 112 AU2606 20250911 ... 842.34 843.26 AU
113 113 AU2608 20250911 ... 844.48 845.5 AU
114 114 AG2509 20250911 ... 9785 9779 AG
115 115 AG2510 20250911 ... 9804 9771 AG
116 116 AG2511 20250911 ... 9815 9788 AG
117 117 AG2512 20250911 ... 9824 9794 AG
118 118 AG2601 20250911 ... 9837 9804 AG
119 119 AG2602 20250911 ... 9848 9816 AG
120 120 AG2603 20250911 ... 9860 9830 AG
121 121 AG2604 20250911 ... 9875 9840 AG
122 122 AG2605 20250911 ... 9893 9857 AG
123 123 AG2606 20250911 ... 9906 9866 AG
124 124 AG2607 20250911 ... 9922 9914 AG
125 125 AG2608 20250911 ... 9938 9905 AG
126 126 RB2509 20250911 ... 2941 2950 RB
127 127 RB2510 20250911 ... 3013 3025 RB
128 128 RB2511 20250911 ... 3034 3045 RB
129 129 RB2512 20250911 ... 3081 3089 RB
130 130 RB2601 20250911 ... 3101 3108 RB
131 131 RB2602 20250911 ... 3098 3107 RB
132 132 RB2603 20250911 ... 3112 3116 RB
133 133 RB2604 20250911 ... 3136 3140 RB
134 134 RB2605 20250911 ... 3150 3154 RB
135 135 RB2606 20250911 ... 3166 3165 RB
136 136 RB2607 20250911 ... 3179 3183 RB
137 137 RB2608 20250911 ... 3192 3190 RB
138 138 WR2509 20250911 ... 3342 3342 WR
139 139 WR2510 20250911 ... 3282 3280 WR
140 140 WR2511 20250911 ... 3302 3302 WR
141 141 WR2512 20250911 ... 3324 3324 WR
142 142 WR2601 20250911 ... 3377 3390 WR
143 143 WR2602 20250911 ... 3358 3337 WR
144 144 WR2603 20250911 ... 3338 3338 WR
145 145 WR2604 20250911 ... 3389 3399 WR
146 146 WR2605 20250911 ... 3414 3414 WR
147 147 WR2606 20250911 ... 3372 3375 WR
148 148 WR2607 20250911 ... 3390 3390 WR
149 149 WR2608 20250911 ... 3410 3414 WR
150 150 HC2509 20250911 ... 3396 3396 HC
151 151 HC2510 20250911 ... 3379 3370 HC
152 152 HC2511 20250911 ... 3365 3357 HC
153 153 HC2512 20250911 ... 3354 3350 HC
154 154 HC2601 20250911 ... 3342 3335 HC
155 155 HC2602 20250911 ... 3339 3339 HC
156 156 HC2603 20250911 ... 3344 3342 HC
157 157 HC2604 20250911 ... 3346 3346 HC
158 158 HC2605 20250911 ... 3347 3346 HC
159 159 HC2606 20250911 ... 3354 3359 HC
160 160 HC2607 20250911 ... 3357 3340 HC
161 161 HC2608 20250911 ... 3358 3358 HC
162 162 SS2509 20250911 ... 12800 12800 SS
163 163 SS2510 20250911 ... 12810 12825 SS
164 164 SS2511 20250911 ... 12895 12915 SS
165 165 SS2512 20250911 ... 12930 12955 SS
166 166 SS2601 20250911 ... 12990 13005 SS
167 167 SS2602 20250911 ... 13030 13060 SS
168 168 SS2603 20250911 ... 13110 13120 SS
169 169 SS2604 20250911 ... 13175 13190 SS
170 170 SS2605 20250911 ... 13245 13265 SS
171 171 SS2606 20250911 ... 13305 13320 SS
172 172 SS2607 20250911 ... 13370 13370 SS
173 173 SS2608 20250911 ... 13400 13400 SS
174 174 SC2510 20250911 ... 488.7 486.1 SC
175 175 SC2511 20250911 ... 489.4 485.7 SC
176 176 SC2512 20250911 ... 488.1 484.6 SC
177 177 SC2601 20250911 ... 487.1 484.5 SC
178 178 SC2602 20250911 ... 486 483.7 SC
179 179 SC2603 20250911 ... 484.7 482.6 SC
180 180 SC2604 20250911 ... 484.5 481.6 SC
181 181 SC2605 20250911 ... 483.3 481.5 SC
182 182 SC2606 20250911 ... 484.5 477.9 SC
183 183 SC2607 20250911 ... 483.7 480.9 SC
184 184 SC2608 20250911 ... 482 475.5 SC
185 185 SC2609 20250911 ... 480.8 474.4 SC
186 186 SC2612 20250911 ... 477.9 467.3 SC
187 187 SC2703 20250911 ... 472.1 462.1 SC
188 188 SC2706 20250911 ... 471.5 460.7 SC
189 189 SC2709 20250911 ... 471.3 461.3 SC
190 190 SC2712 20250911 ... 469 461 SC
191 191 SC2803 20250911 ... 468.2 459.5 SC
192 192 SC2806 20250911 ... 466.7 461.5 SC
193 193 SC2809 20250911 ... 462 458.1 SC
194 194 LU2510 20250911 ... 3343 3368 LU
195 195 LU2511 20250911 ... 3370 3392 LU
196 196 LU2512 20250911 ... 3362 3382 LU
197 197 LU2601 20250911 ... 3358 3378 LU
198 198 LU2602 20250911 ... 3338 3358 LU
199 199 LU2603 20250911 ... 3334 3354 LU
200 200 LU2604 20250911 ... 3339 3349 LU
201 201 LU2605 20250911 ... 3323 3341 LU
202 202 LU2606 20250911 ... 3316 3339 LU
203 203 LU2607 20250911 ... 3321 3335 LU
204 204 LU2608 20250911 ... 3316 3324 LU
205 205 LU2609 20250911 ... 3314 3329 LU
206 206 FU2510 20250911 ... 2833 2828 FU
207 207 FU2511 20250911 ... 2824 2822 FU
208 208 FU2512 20250911 ... 2803 2802 FU
209 209 FU2601 20250911 ... 2793 2789 FU
210 210 FU2602 20250911 ... 2777 2771 FU
211 211 FU2603 20250911 ... 2766 2759 FU
212 212 FU2604 20250911 ... 2759 2757 FU
213 213 FU2605 20250911 ... 2749 2742 FU
214 214 FU2606 20250911 ... 2741 2735 FU
215 215 FU2607 20250911 ... 2727 2724 FU
216 216 FU2608 20250911 ... 2722 2717 FU
217 217 FU2609 20250911 ... 2700 2696 FU
218 218 BU2509 20250911 ... 3423 3404 BU
219 219 BU2510 20250911 ... 3470 3456 BU
220 220 BU2511 20250911 ... 3459 3437 BU
221 221 BU2512 20250911 ... 3411 3392 BU
222 222 BU2601 20250911 ... 3385 3365 BU
223 223 BU2602 20250911 ... 3382 3364 BU
224 224 BU2603 20250911 ... 3388 3369 BU
225 225 BU2604 20250911 ... 3382 3348 BU
226 226 BU2605 20250911 ... 3388 3357 BU
227 227 BU2606 20250911 ... 3379 3353 BU
228 228 BU2607 20250911 ... 3381 3358 BU
229 229 BU2608 20250911 ... 3359 3340 BU
230 230 BU2609 20250911 ... 3372 3346 BU
231 231 BU2612 20250911 ... 3325 3307 BU
232 232 BU2703 20250911 ... 3327 3293 BU
233 233 BU2706 20250911 ... 3331 3321 BU
234 234 BR2509 20250911 ... 11850 11850 BR
235 235 BR2510 20250911 ... 11665 11720 BR
236 236 BR2511 20250911 ... 11630 11705 BR
237 237 BR2512 20250911 ... 11615 11690 BR
238 238 BR2601 20250911 ... 11630 11700 BR
239 239 BR2602 20250911 ... 11735 11735 BR
240 240 BR2603 20250911 ... 11665 11705 BR
241 241 BR2604 20250911 ... 11680 11710 BR
242 242 BR2605 20250911 ... 11700 11745 BR
243 243 BR2606 20250911 ... 11715 11815 BR
244 244 BR2607 20250911 ... 11780 12000 BR
245 245 BR2608 20250911 ... 11915 11915 BR
246 246 RU2509 20250911 ... 14825 14975 RU
247 247 RU2510 20250911 ... 14955 15050 RU
248 248 RU2511 20250911 ... 14940 15005 RU
249 249 RU2601 20250911 ... 15880 15955 RU
250 250 RU2603 20250911 ... 15880 15970 RU
251 251 RU2604 20250911 ... 15895 15960 RU
252 252 RU2605 20250911 ... 15910 15995 RU
253 253 RU2606 20250911 ... 15925 16030 RU
254 254 RU2607 20250911 ... 15980 16045 RU
255 255 RU2608 20250911 ... 15970 16065 RU
256 256 NR2509 20250911 ... 12645 12645 NR
257 257 NR2510 20250911 ... 12550 12660 NR
258 258 NR2511 20250911 ... 12600 12715 NR
259 259 NR2512 20250911 ... 12640 12760 NR
260 260 NR2601 20250911 ... 12685 12800 NR
261 261 NR2602 20250911 ... 12685 12825 NR
262 262 NR2603 20250911 ... 12685 12795 NR
263 263 NR2604 20250911 ... 12730 12815 NR
264 264 NR2605 20250911 ... 12745 12840 NR
265 265 NR2606 20250911 ... 12700 13000 NR
266 266 NR2607 20250911 ... 12715 13045 NR
267 267 NR2608 20250911 ... 12760 12865 NR
268 268 SP2509 20250911 ... 4948 4872 SP
269 269 SP2510 20250911 ... 4974 4890 SP
270 270 SP2511 20250911 ... 4994 4928 SP
271 271 SP2512 20250911 ... 5014 4942 SP
272 272 SP2601 20250911 ... 5280 5226 SP
273 273 SP2602 20250911 ... 5276 5226 SP
274 274 SP2603 20250911 ... 5280 5214 SP
275 275 SP2604 20250911 ... 5278 5228 SP
276 276 SP2605 20250911 ... 5294 5234 SP
277 277 SP2606 20250911 ... 5290 5244 SP
278 278 SP2607 20250911 ... 5286 5254 SP
279 279 SP2608 20250911 ... 5292 5258 SP
280 280 OP2601 20250911 ... 4254 4238 OP
281 281 OP2602 20250911 ... 4246 4216 OP
282 282 OP2603 20250911 ... 4274 4196 OP
283 283 OP2604 20250911 ... 4282 4224 OP
284 284 OP2605 20250911 ... 4278 4236 OP
285 285 OP2606 20250911 ... 4250 4262 OP
286 286 OP2607 20250911 ... 4270 4246 OP
287 287 OP2608 20250911 ... 4278 4260 OP
288 288 EC2510 20250911 ... 1222 1270.9 EC
289 289 EC2512 20250911 ... 1633.3 1677.3 EC
290 290 EC2602 20250911 ... 1509.2 1525.2 EC
291 291 EC2604 20250911 ... 1245.9 1252.1 EC
292 292 EC2606 20250911 ... 1429.4 1438.6 EC
293 293 EC2608 20250911 ... 1605.4 1609.3 EC
294 294 SC_TAS2510 20250911 ... SC_TAS
295 295 SC_TAS2511 20250911 ... SC_TAS
296 296 SC_TAS2512 20250911 ... SC_TAS
297 297 SC_TAS2601 20250911 ... SC_TAS
[298 rows x 13 columns]
2025-09-12 16:28:39,595 - future_1d - INFO - ak.get_shfe_daily('2025-09-11') done
2025-09-12 16:28:50,854 - future_1d - INFO - save future_daily 2025-09-11 completed
symbol date open ... settle pre_settle variety
0 a2509 20250912 0.0 ... 4081.00 4040.00 A
1 a2511 20250912 3947.0 ... 3956.00 3926.00 A
2 a2601 20250912 3946.0 ... 3956.00 3930.00 A
3 a2603 20250912 3954.0 ... 3963.00 3934.00 A
4 a2605 20250912 3996.0 ... 4002.00 3977.00 A
5 a2607 20250912 4000.0 ... 4006.00 3981.00 A
6 b2509 20250912 0.0 ... 3694.00 3681.00 B
7 b2510 20250912 3735.0 ... 3726.00 3702.00 B
8 b2511 20250912 3759.0 ... 3760.00 3726.00 B
9 b2512 20250912 3786.0 ... 3787.00 3761.00 B
10 b2601 20250912 3781.0 ... 3785.00 3761.00 B
11 b2602 20250912 3766.0 ... 3765.00 3744.00 B
12 b2603 20250912 3705.0 ... 3713.00 3705.00 B
13 b2604 20250912 3586.0 ... 3598.00 3584.00 B
14 b2605 20250912 3506.0 ... 3518.00 3500.00 B
15 b2606 20250912 3490.0 ... 3487.00 3467.00 B
16 b2607 20250912 3486.0 ... 3487.00 3467.00 B
17 b2608 20250912 3586.0 ... 3588.00 3566.00 B
18 bb2509 20250912 0.0 ... 144.15 144.15 BB
19 bb2511 20250912 142.2 ... 141.95 142.05 BB
20 bb2601 20250912 146.6 ... 146.80 146.80 BB
21 bb2603 20250912 0.0 ... 146.90 146.90 BB
22 bb2605 20250912 0.0 ... 141.90 141.90 BB
23 bb2607 20250912 0.0 ... 146.70 146.70 BB
24 bz2603 20250912 6015.0 ... 5989.00 6034.00 BZ
25 bz2604 20250912 5956.0 ... 5953.00 6011.00 BZ
26 bz2605 20250912 0.0 ... 6011.00 6011.00 BZ
27 bz2606 20250912 5953.0 ... 5953.00 6005.00 BZ
28 bz2607 20250912 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250912 5955.0 ... 5955.00 5969.00 BZ
30 c2509 20250912 0.0 ... 2256.00 2345.00 C
31 c2511 20250912 2203.0 ... 2199.00 2199.00 C
32 c2601 20250912 2171.0 ... 2169.00 2169.00 C
33 c2603 20250912 2187.0 ... 2185.00 2183.00 C
34 c2605 20250912 2239.0 ... 2238.00 2237.00 C
35 c2607 20250912 2257.0 ... 2255.00 2252.00 C
36 cs2509 20250912 0.0 ... 2487.00 2502.00 CS
37 cs2511 20250912 2475.0 ... 2476.00 2481.00 CS
38 cs2601 20250912 2494.0 ... 2493.00 2498.00 CS
39 cs2603 20250912 2503.0 ... 2502.00 2505.00 CS
40 cs2605 20250912 2583.0 ... 2584.00 2583.00 CS
41 cs2607 20250912 2590.0 ... 2588.00 2588.00 CS
42 eb2509 20250912 0.0 ... 6962.00 6962.00 EB
43 eb2510 20250912 7033.0 ... 7027.00 7083.00 EB
44 eb2511 20250912 7066.0 ... 7040.00 7093.00 EB
45 eb2512 20250912 7077.0 ... 7045.00 7098.00 EB
46 eb2601 20250912 7100.0 ... 7069.00 7119.00 EB
47 eb2602 20250912 7120.0 ... 7093.00 7138.00 EB
48 eb2603 20250912 7152.0 ... 7127.00 7172.00 EB
49 eb2604 20250912 7167.0 ... 7158.00 7195.00 EB
50 eb2605 20250912 7180.0 ... 7177.00 7211.00 EB
51 eb2606 20250912 7163.0 ... 7169.00 7214.00 EB
52 eb2607 20250912 0.0 ... 7185.00 7185.00 EB
53 eb2608 20250912 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250912 0.0 ... 4408.00 4408.00 EG
55 eg2510 20250912 4300.0 ... 4308.00 4326.00 EG
56 eg2511 20250912 4283.0 ... 4270.00 4301.00 EG
57 eg2512 20250912 4285.0 ... 4269.00 4306.00 EG
58 eg2601 20250912 4299.0 ... 4279.00 4306.00 EG
59 eg2602 20250912 4286.0 ... 4286.00 4308.00 EG
60 eg2603 20250912 4290.0 ... 4288.00 4311.00 EG
61 eg2604 20250912 4319.0 ... 4313.00 4337.00 EG
62 eg2605 20250912 4336.0 ... 4326.00 4348.00 EG
63 eg2606 20250912 4328.0 ... 4333.00 4357.00 EG
64 eg2607 20250912 0.0 ... 4358.00 4358.00 EG
65 eg2608 20250912 0.0 ... 4402.00 4402.00 EG
66 fb2509 20250912 0.0 ... 1342.50 1342.50 FB
67 fb2510 20250912 1272.5 ... 1268.50 1272.50 FB
68 fb2511 20250912 1261.0 ... 1261.50 1263.00 FB
69 fb2512 20250912 1256.0 ... 1258.50 1259.00 FB
70 fb2601 20250912 1249.0 ... 1253.50 1250.50 FB
71 fb2602 20250912 1245.0 ... 1247.00 1243.00 FB
72 fb2603 20250912 1249.5 ... 1249.00 1246.50 FB
73 fb2604 20250912 1254.5 ... 1254.50 1250.00 FB
74 fb2605 20250912 0.0 ... 1318.50 1318.50 FB
75 fb2606 20250912 0.0 ... 1330.00 1330.00 FB
76 fb2607 20250912 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250912 0.0 ... 1296.00 1296.00 FB
78 i2509 20250912 800.0 ... 806.00 845.50 I
79 i2510 20250912 815.0 ... 817.50 819.50 I
80 i2511 20250912 808.5 ... 811.00 814.00 I
81 i2512 20250912 803.5 ... 805.50 809.50 I
82 i2601 20250912 797.5 ... 798.50 800.00 I
83 i2602 20250912 791.5 ... 793.50 794.00 I
84 i2603 20250912 786.5 ... 788.00 789.00 I
85 i2604 20250912 783.0 ... 783.50 784.00 I
86 i2605 20250912 774.0 ... 776.50 777.00 I
87 i2606 20250912 769.0 ... 771.00 771.50 I
88 i2607 20250912 763.5 ... 766.50 766.50 I
89 i2608 20250912 760.0 ... 761.50 762.50 I
90 j2509 20250912 1502.0 ... 1500.00 1512.50 J
91 j2510 20250912 1517.0 ... 1521.50 1514.50 J
92 j2511 20250912 1561.5 ... 1550.00 1550.50 J
93 j2512 20250912 1583.5 ... 1595.50 1582.00 J
94 j2601 20250912 1622.0 ... 1614.00 1618.50 J
95 j2602 20250912 1644.0 ... 1637.50 1638.50 J
96 j2603 20250912 0.0 ... 1658.00 1658.00 J
97 j2604 20250912 0.0 ... 1728.00 1728.00 J
98 j2605 20250912 1768.5 ... 1749.50 1748.50 J
99 j2606 20250912 1758.0 ... 1758.00 1750.50 J
100 j2607 20250912 1763.5 ... 1763.50 1763.50 J
101 j2608 20250912 0.0 ... 1763.00 1763.00 J
102 jd2509 20250912 3100.0 ... 3201.00 3083.00 JD
103 jd2510 20250912 3052.0 ... 3038.00 3036.00 JD
104 jd2511 20250912 3044.0 ... 3048.00 3039.00 JD
105 jd2512 20250912 3180.0 ... 3175.00 3170.00 JD
106 jd2601 20250912 3349.0 ... 3352.00 3350.00 JD
107 jd2602 20250912 3111.0 ... 3103.00 3110.00 JD
108 jd2603 20250912 3124.0 ... 3116.00 3124.00 JD
109 jd2604 20250912 3322.0 ... 3298.00 3318.00 JD
110 jd2605 20250912 3465.0 ... 3429.00 3460.00 JD
111 jd2606 20250912 3273.0 ... 3251.00 3269.00 JD
112 jd2607 20250912 3496.0 ... 3482.00 3491.00 JD
113 jd2608 20250912 3920.0 ... 3919.00 3913.00 JD
114 jm2509 20250912 1031.0 ... 958.00 977.50 JM
115 jm2510 20250912 975.0 ... 979.00 966.00 JM
116 jm2511 20250912 1027.0 ... 1031.00 1022.50 JM
117 jm2512 20250912 1083.5 ... 1085.00 1080.50 JM
118 jm2601 20250912 1140.0 ... 1137.50 1134.50 JM
119 jm2602 20250912 1166.0 ... 1164.00 1161.00 JM
120 jm2603 20250912 1188.5 ... 1183.50 1181.00 JM
121 jm2604 20250912 1206.0 ... 1202.50 1202.50 JM
122 jm2605 20250912 1227.0 ... 1220.50 1220.50 JM
123 jm2606 20250912 1236.0 ... 1235.00 1238.00 JM
124 jm2607 20250912 1247.0 ... 1246.00 1249.50 JM
125 jm2608 20250912 1257.5 ... 1255.00 1260.00 JM
126 l2509 20250912 7080.0 ... 7195.00 7135.00 L
127 l2510 20250912 7168.0 ... 7138.00 7194.00 L
128 l2511 20250912 7182.0 ... 7157.00 7206.00 L
129 l2512 20250912 7193.0 ... 7168.00 7213.00 L
130 l2601 20250912 7200.0 ... 7174.00 7216.00 L
131 l2602 20250912 7198.0 ... 7165.00 7210.00 L
132 l2603 20250912 7179.0 ... 7166.00 7227.00 L
133 l2604 20250912 7205.0 ... 7200.00 7237.00 L
134 l2605 20250912 7207.0 ... 7185.00 7225.00 L
135 l2606 20250912 0.0 ... 7228.00 7228.00 L
136 l2607 20250912 7205.0 ... 7202.00 7236.00 L
137 l2608 20250912 7226.0 ... 7221.00 7254.00 L
138 lg2509 20250912 760.5 ... 764.00 770.00 LG
139 lg2511 20250912 803.0 ... 800.00 804.50 LG
140 lg2601 20250912 819.0 ... 813.50 818.50 LG
141 lg2603 20250912 823.0 ... 820.00 824.50 LG
142 lg2605 20250912 829.0 ... 826.50 829.50 LG
143 lg2607 20250912 830.0 ... 829.00 832.50 LG
144 lh2509 20250912 0.0 ... 13090.00 13090.00 LH
145 lh2511 20250912 13320.0 ... 13310.00 13315.00 LH
146 lh2601 20250912 13750.0 ... 13725.00 13735.00 LH
147 lh2603 20250912 13000.0 ... 13030.00 13010.00 LH
148 lh2605 20250912 13535.0 ... 13555.00 13520.00 LH
149 lh2607 20250912 14295.0 ... 14310.00 14310.00 LH
150 m2509 20250912 0.0 ... 3023.00 3031.00 M
151 m2511 20250912 3062.0 ... 3057.00 3040.00 M
152 m2512 20250912 3104.0 ... 3102.00 3090.00 M
153 m2601 20250912 3090.0 ... 3087.00 3075.00 M
154 m2603 20250912 3011.0 ... 3010.00 2997.00 M
155 m2605 20250912 2810.0 ... 2815.00 2802.00 M
156 m2607 20250912 2790.0 ... 2792.00 2783.00 M
157 m2608 20250912 2916.0 ... 2916.00 2908.00 M
158 p2509 20250912 0.0 ... 9384.00 9446.00 P
159 p2510 20250912 9230.0 ... 9270.00 9222.00 P
160 p2511 20250912 9252.0 ... 9298.00 9236.00 P
161 p2512 20250912 9280.0 ... 9318.00 9264.00 P
162 p2601 20250912 9316.0 ... 9342.00 9274.00 P
163 p2602 20250912 9272.0 ... 9288.00 9222.00 P
164 p2603 20250912 9234.0 ... 9262.00 9212.00 P
165 p2604 20250912 9198.0 ... 9204.00 9156.00 P
166 p2605 20250912 9102.0 ... 9106.00 9062.00 P
167 p2606 20250912 9024.0 ... 9030.00 8968.00 P
168 p2607 20250912 8928.0 ... 8932.00 8868.00 P
169 p2608 20250912 8862.0 ... 8872.00 8800.00 P
170 pg2509 20250912 3750.0 ... 3750.00 3780.00 PG
171 pg2510 20250912 4454.0 ... 4446.00 4453.00 PG
172 pg2511 20250912 4410.0 ... 4401.00 4410.00 PG
173 pg2512 20250912 4350.0 ... 4340.00 4352.00 PG
174 pg2601 20250912 4287.0 ... 4278.00 4289.00 PG
175 pg2602 20250912 4219.0 ... 4211.00 4219.00 PG
176 pg2603 20250912 4112.0 ... 4122.00 4132.00 PG
177 pg2604 20250912 0.0 ... 4467.00 4467.00 PG
178 pg2605 20250912 4381.0 ... 4383.00 4389.00 PG
179 pg2606 20250912 0.0 ... 4305.00 4305.00 PG
180 pg2607 20250912 0.0 ... 4251.00 4251.00 PG
181 pg2608 20250912 0.0 ... 4187.00 4187.00 PG
182 pp2509 20250912 6796.0 ... 6855.00 6828.00 PP
183 pp2510 20250912 6833.0 ... 6818.00 6852.00 PP
184 pp2511 20250912 6875.0 ... 6852.00 6886.00 PP
185 pp2512 20250912 6901.0 ... 6884.00 6919.00 PP
186 pp2601 20250912 6931.0 ... 6910.00 6943.00 PP
187 pp2602 20250912 6916.0 ... 6891.00 6926.00 PP
188 pp2603 20250912 6886.0 ... 6880.00 6912.00 PP
189 pp2604 20250912 6916.0 ... 6908.00 6937.00 PP
190 pp2605 20250912 6949.0 ... 6932.00 6966.00 PP
191 pp2606 20250912 6914.0 ... 6903.00 6943.00 PP
192 pp2607 20250912 6890.0 ... 6887.00 6915.00 PP
193 pp2608 20250912 6900.0 ... 6892.00 6917.00 PP
194 rr2509 20250912 0.0 ... 3617.00 3620.00 RR
195 rr2510 20250912 3585.0 ... 3591.00 3596.00 RR
196 rr2511 20250912 3595.0 ... 3599.00 3603.00 RR
197 rr2512 20250912 3604.0 ... 3602.00 3605.00 RR
198 rr2601 20250912 3615.0 ... 3614.00 3615.00 RR
199 rr2602 20250912 3601.0 ... 3601.00 3605.00 RR
200 rr2603 20250912 3608.0 ... 3608.00 3607.00 RR
201 rr2604 20250912 0.0 ... 3617.00 3617.00 RR
202 rr2605 20250912 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250912 0.0 ... 3604.00 3604.00 RR
204 rr2607 20250912 0.0 ... 3625.00 3625.00 RR
205 rr2608 20250912 0.0 ... 3614.00 3614.00 RR
206 v2509 20250912 4718.0 ... 4720.00 4708.00 V
207 v2510 20250912 4785.0 ... 4763.00 4757.00 V
208 v2511 20250912 4807.0 ... 4794.00 4788.00 V
209 v2512 20250912 4848.0 ... 4829.00 4830.00 V
210 v2601 20250912 4886.0 ... 4871.00 4864.00 V
211 v2602 20250912 4921.0 ... 4914.00 4904.00 V
212 v2603 20250912 4953.0 ... 4950.00 4930.00 V
213 v2604 20250912 5132.0 ... 5135.00 5126.00 V
214 v2605 20250912 5170.0 ... 5172.00 5166.00 V
215 v2606 20250912 5194.0 ... 5196.00 5197.00 V
216 v2607 20250912 5245.0 ... 5236.00 5222.00 V
217 v2608 20250912 5268.0 ... 5265.00 5266.00 V
218 y2509 20250912 0.0 ... 8398.00 8268.00 Y
219 y2511 20250912 8370.0 ... 8368.00 8326.00 Y
220 y2512 20250912 8378.0 ... 8386.00 8338.00 Y
221 y2601 20250912 8340.0 ... 8336.00 8292.00 Y
222 y2603 20250912 8248.0 ... 8252.00 8214.00 Y
223 y2605 20250912 8010.0 ... 8030.00 7986.00 Y
224 y2607 20250912 7992.0 ... 8000.00 7948.00 Y
225 y2608 20250912 8002.0 ... 7984.00 7948.00 Y
[226 rows x 12 columns]
2025-09-12 16:28:56,851 - future_1d - INFO - ak.get_dce_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 SC2510 20250912 483 ... 479.2 488.7 SC
1 SC2511 20250912 485 ... 480.5 489.4 SC
2 SC2512 20250912 484.7 ... 479.5 488.1 SC
3 SC2601 20250912 483.9 ... 479 487.1 SC
4 SC2602 20250912 479.8 ... 478.4 486 SC
5 SC2603 20250912 481.2 ... 477.8 484.7 SC
6 SC2604 20250912 478.1 ... 477.4 484.5 SC
7 SC2605 20250912 476.9 ... 477.3 483.3 SC
8 SC2606 20250912 480 ... 476.6 484.5 SC
9 SC2607 20250912 477 ... 475.9 483.7 SC
10 SC2608 20250912 474.5 ... 474.7 482 SC
11 SC2609 20250912 474.5 ... 473 480.8 SC
12 SC2612 20250912 473.8 ... 472.6 477.9 SC
13 SC2703 20250912 469.1 ... 469.2 472.1 SC
14 SC2706 20250912 ... 470 471.5 SC
15 SC2709 20250912 ... 470 471.3 SC
16 SC2712 20250912 467 ... 466.6 469 SC
17 SC2803 20250912 ... 468.2 468.2 SC
18 SC2806 20250912 461.5 ... 462.8 466.7 SC
19 SC2809 20250912 ... 462 462 SC
21 LU2510 20250912 3300 ... 3261 3343 LU
22 LU2511 20250912 3328 ... 3288 3370 LU
23 LU2512 20250912 3329 ... 3276 3362 LU
24 LU2601 20250912 3332 ... 3285 3358 LU
25 LU2602 20250912 3332 ... 3283 3338 LU
26 LU2603 20250912 3292 ... 3276 3334 LU
27 LU2604 20250912 3058 ... 3257 3339 LU
28 LU2605 20250912 3285 ... 3274 3323 LU
29 LU2606 20250912 3280 ... 3271 3316 LU
30 LU2607 20250912 3301 ... 3265 3321 LU
31 LU2608 20250912 3274 ... 3261 3316 LU
32 LU2609 20250912 3277 ... 3260 3314 LU
34 NR2509 20250912 ... 12645 12645 NR
35 NR2510 20250912 12565 ... 12495 12550 NR
36 NR2511 20250912 12645 ... 12545 12600 NR
37 NR2512 20250912 12700 ... 12590 12640 NR
38 NR2601 20250912 12690 ... 12615 12685 NR
39 NR2602 20250912 12710 ... 12645 12685 NR
40 NR2603 20250912 12725 ... 12630 12685 NR
41 NR2604 20250912 12745 ... 12675 12730 NR
42 NR2605 20250912 12740 ... 12695 12745 NR
43 NR2606 20250912 12580 ... 12580 12700 NR
44 NR2607 20250912 12640 ... 12640 12715 NR
45 NR2608 20250912 12685 ... 12685 12760 NR
47 BC2509 20250912 70500 ... 70500 70500 BC
48 BC2510 20250912 71260 ... 71640 71180 BC
49 BC2511 20250912 71290 ... 71660 71150 BC
50 BC2512 20250912 72470 ... 71670 70790 BC
51 BC2601 20250912 ... 72000 71300 BC
52 BC2602 20250912 ... 71650 70900 BC
53 BC2603 20250912 ... 72000 71560 BC
54 BC2604 20250912 ... 71500 71200 BC
55 BC2605 20250912 ... 71350 71170 BC
56 BC2606 20250912 ... 71450 70710 BC
57 BC2607 20250912 ... 71560 70900 BC
58 BC2608 20250912 ... 71550 70800 BC
60 EC2510 20250912 1205.6 ... 1181.6 1222 EC
61 EC2512 20250912 1601 ... 1594.5 1633.3 EC
62 EC2602 20250912 1497.4 ... 1490.3 1509.2 EC
63 EC2604 20250912 1235.7 ... 1235.6 1245.9 EC
64 EC2606 20250912 1423.6 ... 1412.9 1429.4 EC
65 EC2608 20250912 1595.3 ... 1580.3 1605.4 EC
69 SC_TAS2510 20250912 ... SC_TAS
70 SC_TAS2511 20250912 ... SC_TAS
71 SC_TAS2512 20250912 ... SC_TAS
72 SC_TAS2601 20250912 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 16:28:57,804 - future_1d - INFO - ak.get_ine_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 IC2509 20250912 7109.800 ... 7152.400 7097.800 IC
1 IC2510 20250912 7063.000 ... 7100.000 7044.000 IC
2 IC2512 20250912 6955.000 ... 7000.400 6934.800 IC
3 IC2603 20250912 6815.000 ... 6849.400 6789.600 IC
4 IF2509 20250912 4557.000 ... 4525.800 4542.800 IF
5 IF2510 20250912 4564.000 ... 4517.600 4534.400 IF
6 IF2512 20250912 4530.000 ... 4499.200 4511.800 IF
7 IF2603 20250912 4518.000 ... 4478.800 4491.200 IF
8 IH2509 20250912 2988.600 ... 2969.800 2981.400 IH
9 IH2510 20250912 2989.200 ... 2969.800 2979.800 IH
10 IH2512 20250912 2989.000 ... 2971.200 2980.000 IH
11 IH2603 20250912 2992.000 ... 2974.000 2982.400 IH
12 IM2509 20250912 7387.000 ... 7400.800 7365.600 IM
13 IM2510 20250912 7336.000 ... 7333.600 7297.800 IM
14 IM2512 20250912 7180.200 ... 7186.400 7153.600 IM
15 IM2603 20250912 7000.000 ... 6985.200 6965.600 IM
16 T2509 20250912 NaN ... 107.870 107.835 T
17 T2512 20250912 107.595 ... 107.680 107.645 T
18 T2603 20250912 107.310 ... 107.385 107.335 T
19 TF2509 20250912 105.770 ... 105.760 105.660 TF
20 TF2512 20250912 105.570 ... 105.580 105.590 TF
21 TF2603 20250912 105.520 ... 105.470 105.485 TF
22 TL2509 20250912 115.550 ... 115.550 115.180 TL
23 TL2512 20250912 114.790 ... 115.160 114.830 TL
24 TL2603 20250912 114.390 ... 114.850 114.500 TL
25 TS2509 20250912 NaN ... 102.310 102.352 TS
26 TS2512 20250912 102.410 ... 102.364 102.406 TS
27 TS2603 20250912 102.334 ... 102.294 102.330 TS
[28 rows x 12 columns]
2025-09-12 16:28:58,839 - future_1d - INFO - ak.get_cffex_daily('2025-09-12') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250912 8350.0 8438.0 ... 111999.83 8382.0 8293.0 AP
1 AP511 20250912 8140.0 8248.0 ... 8691.41 8199.0 8116.0 AP
2 AP512 20250912 8149.0 8258.0 ... 641.01 8218.0 8131.0 AP
3 AP601 20250912 8277.0 8333.0 ... 548026.71 8287.0 8214.0 AP
4 AP603 20250912 8133.0 8215.0 ... 237.41 8186.0 8124.0 AP
5 AP604 20250912 8180.0 8229.0 ... 188.73 8206.0 8142.0 AP
6 AP605 20250912 8245.0 8300.0 ... 2431.21 8269.0 8227.0 AP
7 CF509 20250912 13370.0 13385.0 ... 8720.58 13375.0 13345.0 CF
8 CF511 20250912 13655.0 13730.0 ... 201420.59 13675.0 13665.0 CF
9 CF601 20250912 13800.0 13880.0 ... 1114023.33 13830.0 13830.0 CF
10 CF603 20250912 13780.0 13835.0 ... 1800.24 13795.0 13800.0 CF
11 CF605 20250912 13795.0 13845.0 ... 111902.58 13795.0 13795.0 CF
12 CF607 20250912 13795.0 13860.0 ... 649.87 13825.0 13815.0 CF
13 CJ509 20250912 0.0 0.0 ... 24.91 9965.0 9965.0 CJ
14 CJ512 20250912 11135.0 11190.0 ... 3810.44 11125.0 11100.0 CJ
15 CJ601 20250912 11195.0 11270.0 ... 529644.44 11190.0 11185.0 CJ
16 CJ603 20250912 11200.0 11305.0 ... 6237.23 11230.0 11240.0 CJ
17 CJ605 20250912 11310.0 11400.0 ... 76766.43 11320.0 11315.0 CJ
18 CJ607 20250912 11450.0 11510.0 ... 1196.57 11450.0 11425.0 CJ
19 CY509 20250912 0.0 0.0 ... 292.56 20160.0 20180.0 CY
20 CY510 20250912 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250912 19850.0 19895.0 ... 108377.15 19855.0 19875.0 CY
22 CY512 20250912 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250912 19830.0 19885.0 ... 873.75 19860.0 19890.0 CY
24 CY602 20250912 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250912 0.0 0.0 ... 0.00 20145.0 20240.0 CY
26 CY604 20250912 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250912 20060.0 20060.0 ... 20.06 20055.0 20080.0 CY
28 CY606 20250912 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250912 0.0 0.0 ... 0.00 20300.0 20335.0 CY
30 CY608 20250912 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG509 20250912 979.0 1000.0 ... 680.51 978.0 990.0 FG
32 FG510 20250912 1100.0 1100.0 ... 54819.85 1080.0 1107.0 FG
33 FG511 20250912 1095.0 1095.0 ... 157198.32 1080.0 1095.0 FG
34 FG512 20250912 1187.0 1190.0 ... 58644.37 1181.0 1192.0 FG
35 FG601 20250912 1182.0 1186.0 ... 4230988.70 1175.0 1186.0 FG
36 FG602 20250912 1235.0 1235.0 ... 31425.24 1226.0 1235.0 FG
37 FG603 20250912 1235.0 1237.0 ... 1061.16 1228.0 1239.0 FG
38 FG604 20250912 1279.0 1287.0 ... 506.64 1279.0 1287.0 FG
39 FG605 20250912 1279.0 1286.0 ... 79931.70 1275.0 1281.0 FG
40 FG606 20250912 1308.0 1320.0 ... 588.93 1309.0 1315.0 FG
41 FG607 20250912 1298.0 1308.0 ... 584.69 1299.0 1305.0 FG
42 FG608 20250912 1330.0 1338.0 ... 765.30 1329.0 1333.0 FG
43 JR509 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250912 2249.0 2249.0 ... 2776.85 2234.0 2226.0 MA
53 MA510 20250912 2290.0 2290.0 ... 18051.99 2281.0 2299.0 MA
54 MA511 20250912 2318.0 2322.0 ... 171845.36 2313.0 2329.0 MA
55 MA512 20250912 2356.0 2363.0 ... 74857.91 2354.0 2372.0 MA
56 MA601 20250912 2380.0 2386.0 ... 961687.41 2378.0 2395.0 MA
57 MA602 20250912 2398.0 2403.0 ... 77549.24 2394.0 2412.0 MA
58 MA603 20250912 2401.0 2411.0 ... 252.24 2402.0 2417.0 MA
59 MA604 20250912 2403.0 2403.0 ... 2.40 2403.0 2408.0 MA
60 MA605 20250912 2386.0 2395.0 ... 65689.57 2386.0 2396.0 MA
61 MA606 20250912 0.0 0.0 ... 0.00 2394.0 2400.0 MA
62 MA607 20250912 2369.0 2385.0 ... 23.76 2376.0 2383.0 MA
63 MA608 20250912 2381.0 2381.0 ... 4.76 2380.0 2384.0 MA
64 OI509 20250912 0.0 0.0 ... 140.32 10023.0 10023.0 OI
65 OI511 20250912 10095.0 10161.0 ... 531493.02 10090.0 10015.0 OI
66 OI601 20250912 9894.0 9967.0 ... 2920257.58 9904.0 9839.0 OI
67 OI603 20250912 9706.0 9768.0 ... 2784.04 9700.0 9671.0 OI
68 OI605 20250912 9540.0 9595.0 ... 94328.75 9523.0 9510.0 OI
69 OI607 20250912 9486.0 9538.0 ... 843.84 9481.0 9456.0 OI
70 PF509 20250912 0.0 0.0 ... 3.12 6232.0 6272.0 PF
71 PF510 20250912 6352.0 6360.0 ... 21081.39 6330.0 6374.0 PF
72 PF511 20250912 6342.0 6356.0 ... 394490.02 6324.0 6366.0 PF
73 PF512 20250912 6328.0 6340.0 ... 100969.46 6308.0 6350.0 PF
74 PF601 20250912 6364.0 6376.0 ... 22261.90 6350.0 6388.0 PF
75 PF602 20250912 6378.0 6386.0 ... 35051.53 6364.0 6396.0 PF
76 PF603 20250912 6376.0 6376.0 ... 47.72 6364.0 6400.0 PF
77 PF604 20250912 6398.0 6430.0 ... 22.44 6410.0 6436.0 PF
78 PF605 20250912 6422.0 6434.0 ... 6.43 6428.0 6460.0 PF
79 PF606 20250912 0.0 0.0 ... 0.00 6456.0 6474.0 PF
80 PF607 20250912 6470.0 6470.0 ... 3.24 6470.0 6502.0 PF
81 PF608 20250912 0.0 0.0 ... 0.00 6504.0 6516.0 PF
82 PK510 20250912 7882.0 7890.0 ... 56147.36 7822.0 7876.0 PK
83 PK511 20250912 7786.0 7796.0 ... 431016.44 7766.0 7776.0 PK
84 PK512 20250912 7808.0 7812.0 ... 237242.34 7772.0 7800.0 PK
85 PK601 20250912 7820.0 7830.0 ... 47475.90 7812.0 7826.0 PK
86 PK603 20250912 7842.0 7846.0 ... 180.18 7834.0 7848.0 PK
87 PK604 20250912 7862.0 7862.0 ... 70.65 7850.0 7856.0 PK
88 PK605 20250912 7860.0 7870.0 ... 2360.20 7854.0 7852.0 PK
89 PL601 20250912 6400.0 6420.0 ... 40740.24 6382.0 6406.0 PL
90 PL602 20250912 6420.0 6440.0 ... 1231.91 6416.0 6441.0 PL
91 PL603 20250912 6436.0 6436.0 ... 64.33 6433.0 6440.0 PL
92 PL604 20250912 0.0 0.0 ... 0.00 6455.0 6455.0 PL
93 PL605 20250912 6343.0 6360.0 ... 25.41 6352.0 6374.0 PL
94 PL606 20250912 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250912 0.0 0.0 ... 0.00 6419.0 6450.0 PL
96 PL608 20250912 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250912 5748.0 5840.0 ... 1426.45 5764.0 5700.0 PR
104 PR510 20250912 5838.0 5838.0 ... 11725.99 5804.0 5834.0 PR
105 PR511 20250912 5832.0 5836.0 ... 389848.99 5798.0 5838.0 PR
106 PR512 20250912 5844.0 5844.0 ... 279238.88 5806.0 5848.0 PR
107 PR601 20250912 5854.0 5854.0 ... 107289.56 5808.0 5856.0 PR
108 PR602 20250912 5872.0 5878.0 ... 3816.83 5836.0 5872.0 PR
109 PR603 20250912 5838.0 5888.0 ... 219.52 5854.0 5892.0 PR
110 PR604 20250912 5862.0 5872.0 ... 158.15 5858.0 5912.0 PR
111 PR605 20250912 5866.0 5884.0 ... 114.47 5870.0 5920.0 PR
112 PR606 20250912 5920.0 5920.0 ... 8.88 5920.0 5946.0 PR
113 PR607 20250912 5954.0 5954.0 ... 53.30 5922.0 5968.0 PR
114 PR608 20250912 5956.0 5956.0 ... 53.28 5920.0 5962.0 PR
115 PX509 20250912 0.0 0.0 ... 0.00 6716.0 6782.0 PX
116 PX510 20250912 6740.0 6746.0 ... 8287.73 6708.0 6786.0 PX
117 PX511 20250912 6740.0 6748.0 ... 506357.78 6700.0 6766.0 PX
118 PX512 20250912 6722.0 6722.0 ... 165142.21 6672.0 6732.0 PX
119 PX601 20250912 6690.0 6700.0 ... 103834.02 6656.0 6708.0 PX
120 PX602 20250912 6674.0 6676.0 ... 14330.50 6644.0 6698.0 PX
121 PX603 20250912 6646.0 6646.0 ... 6.64 6640.0 6690.0 PX
122 PX604 20250912 0.0 0.0 ... 0.00 6668.0 6700.0 PX
123 PX605 20250912 6668.0 6668.0 ... 236.08 6650.0 6692.0 PX
124 PX606 20250912 0.0 0.0 ... 0.00 6668.0 6708.0 PX
125 PX607 20250912 6660.0 6660.0 ... 3.33 6660.0 6722.0 PX
126 PX608 20250912 6646.0 6646.0 ... 3.32 6646.0 6706.0 PX
127 RI509 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250912 2552.0 2573.0 ... 1706.25 2570.0 2544.0 RM
134 RM511 20250912 2555.0 2559.0 ... 23148.56 2545.0 2544.0 RM
135 RM601 20250912 2560.0 2572.0 ... 791030.41 2555.0 2554.0 RM
136 RM603 20250912 2446.0 2458.0 ... 12559.35 2441.0 2440.0 RM
137 RM605 20250912 2406.0 2427.0 ... 109443.88 2416.0 2411.0 RM
138 RM607 20250912 2400.0 2409.0 ... 6705.84 2398.0 2393.0 RM
139 RM608 20250912 2495.0 2502.0 ... 129.92 2498.0 2491.0 RM
140 RS509 20250912 0.0 0.0 ... 0.00 4869.0 4846.0 RS
141 RS511 20250912 5111.0 5208.0 ... 133.95 5152.0 5128.0 RS
142 RS607 20250912 5559.0 5565.0 ... 88.69 5543.0 5552.0 RS
143 RS608 20250912 5551.0 5584.0 ... 66.66 5555.0 5615.0 RS
144 SA509 20250912 1164.0 1170.0 ... 1821.23 1163.0 1159.0 SA
145 SA510 20250912 1199.0 1210.0 ... 48975.03 1200.0 1207.0 SA
146 SA511 20250912 1215.0 1224.0 ... 262167.28 1214.0 1217.0 SA
147 SA512 20250912 1276.0 1284.0 ... 137620.78 1274.0 1276.0 SA
148 SA601 20250912 1285.0 1295.0 ... 3266834.01 1286.0 1286.0 SA
149 SA602 20250912 1311.0 1324.0 ... 27666.38 1315.0 1312.0 SA
150 SA603 20250912 1319.0 1328.0 ... 2383.26 1318.0 1315.0 SA
151 SA604 20250912 1353.0 1366.0 ... 1053.44 1358.0 1348.0 SA
152 SA605 20250912 1361.0 1370.0 ... 98713.34 1361.0 1355.0 SA
153 SA606 20250912 1366.0 1380.0 ... 742.08 1369.0 1365.0 SA
154 SA607 20250912 1370.0 1383.0 ... 1193.32 1372.0 1369.0 SA
155 SA608 20250912 1389.0 1395.0 ... 997.41 1389.0 1389.0 SA
156 SF509 20250912 5440.0 5468.0 ... 2564.71 5444.0 5464.0 SF
157 SF510 20250912 5438.0 5500.0 ... 23123.76 5446.0 5472.0 SF
158 SF511 20250912 5626.0 5680.0 ... 469614.65 5620.0 5640.0 SF
159 SF512 20250912 5580.0 5634.0 ... 95884.40 5576.0 5596.0 SF
160 SF601 20250912 5580.0 5634.0 ... 152167.99 5584.0 5600.0 SF
161 SF602 20250912 5544.0 5592.0 ... 20074.59 5542.0 5552.0 SF
162 SF603 20250912 5694.0 5700.0 ... 5.70 5698.0 5720.0 SF
163 SF604 20250912 5732.0 5732.0 ... 2.87 5732.0 5718.0 SF
164 SF605 20250912 5694.0 5740.0 ... 1678.73 5692.0 5702.0 SF
165 SF606 20250912 5652.0 5682.0 ... 42.41 5654.0 5672.0 SF
166 SF607 20250912 5810.0 5840.0 ... 5.83 5826.0 5828.0 SF
167 SF608 20250912 5738.0 5738.0 ... 2.87 5738.0 5752.0 SF
168 SH509 20250912 0.0 0.0 ... 0.00 2806.0 2828.0 SH
169 SH510 20250912 2555.0 2555.0 ... 68932.45 2533.0 2565.0 SH
170 SH511 20250912 2575.0 2577.0 ... 666535.61 2548.0 2576.0 SH
171 SH512 20250912 2599.0 2600.0 ... 254696.45 2573.0 2597.0 SH
172 SH601 20250912 2587.0 2589.0 ... 2613145.01 2567.0 2587.0 SH
173 SH602 20250912 2606.0 2607.0 ... 23829.74 2585.0 2604.0 SH
174 SH603 20250912 2618.0 2618.0 ... 2324.79 2600.0 2624.0 SH
175 SH604 20250912 2654.0 2657.0 ... 610.85 2644.0 2666.0 SH
176 SH605 20250912 2671.0 2671.0 ... 20446.09 2652.0 2675.0 SH
177 SH606 20250912 2664.0 2673.0 ... 175.52 2659.0 2689.0 SH
178 SH607 20250912 2662.0 2662.0 ... 71.66 2654.0 2675.0 SH
179 SH608 20250912 2678.0 2681.0 ... 192.49 2673.0 2687.0 SH
180 SM509 20250912 5726.0 5746.0 ... 8950.69 5712.0 5770.0 SM
181 SM510 20250912 5744.0 5792.0 ... 20478.70 5746.0 5774.0 SM
182 SM511 20250912 5838.0 5870.0 ... 225176.08 5820.0 5848.0 SM
183 SM512 20250912 5822.0 5876.0 ... 45049.26 5828.0 5854.0 SM
184 SM601 20250912 5834.0 5884.0 ... 422483.42 5836.0 5860.0 SM
185 SM602 20250912 5830.0 5880.0 ... 139122.44 5830.0 5864.0 SM
186 SM603 20250912 5852.0 5872.0 ... 64.42 5858.0 5880.0 SM
187 SM604 20250912 5866.0 5900.0 ... 8.82 5878.0 5884.0 SM
188 SM605 20250912 5864.0 5914.0 ... 7140.28 5866.0 5896.0 SM
189 SM606 20250912 5872.0 5910.0 ... 47.02 5878.0 5900.0 SM
190 SM607 20250912 5886.0 5922.0 ... 91.23 5886.0 5906.0 SM
191 SM608 20250912 5894.0 5904.0 ... 17.66 5886.0 5930.0 SM
192 SR509 20250912 5540.0 5550.0 ... 2103.75 5543.0 5526.0 SR
193 SR511 20250912 5559.0 5566.0 ... 117552.50 5550.0 5554.0 SR
194 SR601 20250912 5546.0 5555.0 ... 755516.30 5544.0 5542.0 SR
195 SR603 20250912 5537.0 5540.0 ... 2277.89 5529.0 5528.0 SR
196 SR605 20250912 5516.0 5528.0 ... 31146.38 5519.0 5516.0 SR
197 SR607 20250912 5519.0 5524.0 ... 1020.22 5515.0 5512.0 SR
198 TA509 20250912 4550.0 4550.0 ... 4327.35 4548.0 4602.0 TA
199 TA510 20250912 4632.0 4644.0 ... 39797.21 4616.0 4660.0 TA
200 TA511 20250912 4654.0 4662.0 ... 262416.38 4628.0 4672.0 TA
201 TA512 20250912 4664.0 4670.0 ... 91703.94 4638.0 4682.0 TA
202 TA601 20250912 4670.0 4678.0 ... 1189506.27 4648.0 4688.0 TA
203 TA602 20250912 4686.0 4686.0 ... 18720.21 4658.0 4694.0 TA
204 TA603 20250912 4690.0 4690.0 ... 88.70 4668.0 4708.0 TA
205 TA604 20250912 4666.0 4680.0 ... 7.01 4672.0 4722.0 TA
206 TA605 20250912 4706.0 4710.0 ... 36190.24 4686.0 4720.0 TA
207 TA606 20250912 4690.0 4692.0 ... 7.04 4692.0 4734.0 TA
208 TA607 20250912 0.0 0.0 ... 0.00 4710.0 4744.0 TA
209 TA608 20250912 0.0 0.0 ... 0.00 4718.0 4768.0 TA
210 UR509 20250912 1583.0 1592.0 ... 4216.74 1578.0 1603.0 UR
211 UR510 20250912 1610.0 1610.0 ... 19797.98 1595.0 1620.0 UR
212 UR511 20250912 1654.0 1659.0 ... 51287.21 1650.0 1659.0 UR
213 UR512 20250912 1662.0 1670.0 ... 15384.16 1662.0 1666.0 UR
214 UR601 20250912 1665.0 1676.0 ... 415672.14 1667.0 1672.0 UR
215 UR602 20250912 1672.0 1678.0 ... 527.48 1669.0 1674.0 UR
216 UR603 20250912 1717.0 1719.0 ... 137.18 1715.0 1720.0 UR
217 UR604 20250912 1720.0 1720.0 ... 158.10 1718.0 1721.0 UR
218 UR605 20250912 1718.0 1724.0 ... 16513.17 1718.0 1721.0 UR
219 UR606 20250912 1719.0 1720.0 ... 230.07 1717.0 1718.0 UR
220 UR607 20250912 1746.0 1746.0 ... 34.90 1745.0 1747.0 UR
221 UR608 20250912 1737.0 1740.0 ... 10.43 1738.0 1742.0 UR
222 WH509 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 16:28:59,117 - future_1d - INFO - ak.get_czce_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 PS2509 20250912 0.0 ... 52925.0 55575.0 PS
1 PS2510 20250912 53950.0 ... 53935.0 53135.0 PS
2 PS2511 20250912 53520.0 ... 53730.0 53035.0 PS
3 PS2512 20250912 56000.0 ... 56225.0 55530.0 PS
4 PS2601 20250912 56020.0 ... 56110.0 55465.0 PS
5 PS2602 20250912 55975.0 ... 56305.0 55735.0 PS
6 PS2603 20250912 56060.0 ... 56265.0 55715.0 PS
7 PS2604 20250912 56265.0 ... 56410.0 55800.0 PS
8 PS2605 20250912 56275.0 ... 56225.0 55650.0 PS
9 PS2606 20250912 57805.0 ... 58330.0 57725.0 PS
10 PS2607 20250912 58145.0 ... 58370.0 57855.0 PS
11 PS2608 20250912 57985.0 ... 58405.0 57850.0 PS
13 SI2509 20250912 0.0 ... 8405.0 8685.0 SI
14 SI2510 20250912 8655.0 ... 8705.0 8685.0 SI
15 SI2511 20250912 8710.0 ... 8725.0 8690.0 SI
16 SI2512 20250912 9090.0 ... 9090.0 9040.0 SI
17 SI2601 20250912 9055.0 ... 9080.0 9035.0 SI
18 SI2602 20250912 9080.0 ... 9080.0 9030.0 SI
19 SI2603 20250912 9125.0 ... 9100.0 9065.0 SI
20 SI2604 20250912 9085.0 ... 9095.0 9030.0 SI
21 SI2605 20250912 9075.0 ... 9105.0 9055.0 SI
22 SI2606 20250912 9110.0 ... 9105.0 9070.0 SI
23 SI2607 20250912 9130.0 ... 9110.0 9070.0 SI
24 SI2608 20250912 9170.0 ... 9115.0 9085.0 SI
27 LC2509 20250912 71140.0 ... 74700.0 70800.0 LC
28 LC2510 20250912 70160.0 ... 70900.0 70580.0 LC
29 LC2511 20250912 70540.0 ... 71040.0 70660.0 LC
30 LC2512 20250912 70980.0 ... 71240.0 70960.0 LC
31 LC2601 20250912 70660.0 ... 71200.0 70920.0 LC
32 LC2602 20250912 70640.0 ... 71240.0 70860.0 LC
33 LC2603 20250912 70660.0 ... 71120.0 70780.0 LC
34 LC2604 20250912 70980.0 ... 71680.0 71740.0 LC
35 LC2605 20250912 71600.0 ... 71620.0 71380.0 LC
36 LC2606 20250912 71420.0 ... 71520.0 71240.0 LC
37 LC2607 20250912 71200.0 ... 71420.0 71100.0 LC
38 LC2608 20250912 71200.0 ... 71380.0 71040.0 LC
[36 rows x 12 columns]
2025-09-12 16:28:59,236 - future_1d - INFO - ak.get_gfex_daily('2025-09-12') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250912 ... 80710 80090 CU
1 1 CU2510 20250912 ... 80660 80080 CU
2 2 CU2511 20250912 ... 80650 80080 CU
3 3 CU2512 20250912 ... 80640 80050 CU
4 4 CU2601 20250912 ... 80610 80040 CU
5 5 CU2602 20250912 ... 80580 80040 CU
6 6 CU2603 20250912 ... 80660 80060 CU
7 7 CU2604 20250912 ... 80600 80150 CU
8 8 CU2605 20250912 ... 80640 80130 CU
9 9 CU2606 20250912 ... 80740 80150 CU
10 10 CU2607 20250912 ... 80620 80150 CU
11 11 CU2608 20250912 ... 80650 80140 CU
12 12 BC2509 20250912 ... 70500 70500 BC
13 13 BC2510 20250912 ... 71640 71180 BC
14 14 BC2511 20250912 ... 71660 71150 BC
15 15 BC2512 20250912 ... 71670 70790 BC
16 16 BC2601 20250912 ... 72000 71300 BC
17 17 BC2602 20250912 ... 71650 70900 BC
18 18 BC2603 20250912 ... 72000 71560 BC
19 19 BC2604 20250912 ... 71500 71200 BC
20 20 BC2605 20250912 ... 71350 71170 BC
21 21 BC2606 20250912 ... 71450 70710 BC
22 22 BC2607 20250912 ... 71560 70900 BC
23 23 BC2608 20250912 ... 71550 70800 BC
24 24 AL2509 20250912 ... 21040 20845 AL
25 25 AL2510 20250912 ... 21030 20850 AL
26 26 AL2511 20250912 ... 21020 20840 AL
27 27 AL2512 20250912 ... 20975 20815 AL
28 28 AL2601 20250912 ... 20935 20800 AL
29 29 AL2602 20250912 ... 20925 20795 AL
30 30 AL2603 20250912 ... 20925 20820 AL
31 31 AL2604 20250912 ... 20940 20855 AL
32 32 AL2605 20250912 ... 20980 20865 AL
33 33 AL2606 20250912 ... 20975 20865 AL
34 34 AL2607 20250912 ... 20970 20875 AL
35 35 AL2608 20250912 ... 20965 20870 AL
36 36 ZN2509 20250912 ... 22240 22190 ZN
37 37 ZN2510 20250912 ... 22280 22225 ZN
38 38 ZN2511 20250912 ... 22295 22235 ZN
39 39 ZN2512 20250912 ... 22310 22250 ZN
40 40 ZN2601 20250912 ... 22335 22255 ZN
41 41 ZN2602 20250912 ... 22340 22265 ZN
42 42 ZN2603 20250912 ... 22345 22265 ZN
43 43 ZN2604 20250912 ... 22375 22310 ZN
44 44 ZN2605 20250912 ... 22400 22305 ZN
45 45 ZN2606 20250912 ... 22410 22305 ZN
46 46 ZN2607 20250912 ... 22370 22335 ZN
47 47 ZN2608 20250912 ... 22390 22350 ZN
48 48 PB2509 20250912 ... 16860 16795 PB
49 49 PB2510 20250912 ... 16965 16860 PB
50 50 PB2511 20250912 ... 16985 16865 PB
51 51 PB2512 20250912 ... 16975 16885 PB
52 52 PB2601 20250912 ... 16965 16910 PB
53 53 PB2602 20250912 ... 17045 16895 PB
54 54 PB2603 20250912 ... 16945 16910 PB
55 55 PB2604 20250912 ... 17065 16910 PB
56 56 PB2605 20250912 ... 17175 16925 PB
57 57 PB2606 20250912 ... 16935 16935 PB
58 58 PB2607 20250912 ... 17005 16945 PB
59 59 PB2608 20250912 ... 17135 16965 PB
60 60 NI2509 20250912 ... 121270 120260 NI
61 61 NI2510 20250912 ... 121190 120450 NI
62 62 NI2511 20250912 ... 121470 120600 NI
63 63 NI2512 20250912 ... 121560 120780 NI
64 64 NI2601 20250912 ... 121840 121000 NI
65 65 NI2602 20250912 ... 122140 121260 NI
66 66 NI2603 20250912 ... 122210 121390 NI
67 67 NI2604 20250912 ... 122290 121710 NI
68 68 NI2605 20250912 ... 122460 121760 NI
69 69 NI2606 20250912 ... 122790 122050 NI
70 70 NI2607 20250912 ... 122790 122410 NI
71 71 NI2608 20250912 ... 123400 122670 NI
72 72 SN2509 20250912 ... 273970 270340 SN
73 73 SN2510 20250912 ... 272850 271410 SN
74 74 SN2511 20250912 ... 273260 271610 SN
75 75 SN2512 20250912 ... 273380 271690 SN
76 76 SN2601 20250912 ... 273380 271500 SN
77 77 SN2602 20250912 ... 273590 271650 SN
78 78 SN2603 20250912 ... 273110 271120 SN
79 79 SN2604 20250912 ... 273390 272180 SN
80 80 SN2605 20250912 ... 273940 272460 SN
81 81 SN2606 20250912 ... 274310 271900 SN
82 82 SN2607 20250912 ... 273480 273090 SN
83 83 SN2608 20250912 ... 274950 272370 SN
84 84 AO2509 20250912 ... 2875 2904 AO
85 85 AO2510 20250912 ... 2904 2918 AO
86 86 AO2511 20250912 ... 2908 2920 AO
87 87 AO2512 20250912 ... 2917 2931 AO
88 88 AO2601 20250912 ... 2922 2940 AO
89 89 AO2602 20250912 ... 2928 2947 AO
90 90 AO2603 20250912 ... 2995 3008 AO
91 91 AO2604 20250912 ... 3004 3015 AO
92 92 AO2605 20250912 ... 3010 3025 AO
93 93 AO2606 20250912 ... 3019 3034 AO
94 94 AO2607 20250912 ... 3035 3048 AO
95 95 AO2608 20250912 ... 3040 3063 AO
96 96 AD2511 20250912 ... 20570 20410 AD
97 97 AD2512 20250912 ... 20580 20430 AD
98 98 AD2601 20250912 ... 20570 20410 AD
99 99 AD2602 20250912 ... 20545 20395 AD
100 100 AD2603 20250912 ... 20475 20405 AD
101 101 AD2604 20250912 ... 20490 20240 AD
102 102 AD2605 20250912 ... 20455 20325 AD
103 103 AD2606 20250912 ... 20155 20155 AD
104 104 AD2607 20250912 ... 20425 20150 AD
105 105 AD2608 20250912 ... 20515 20170 AD
106 106 AU2509 20250912 ... 832.5 832.5 AU
107 107 AU2510 20250912 ... 830.74 833.38 AU
108 108 AU2511 20250912 ... 832.94 834.64 AU
109 109 AU2512 20250912 ... 833.42 835.48 AU
110 110 AU2602 20250912 ... 835.4 838.02 AU
111 111 AU2604 20250912 ... 837.78 839.8 AU
112 112 AU2606 20250912 ... 840.26 842.34 AU
113 113 AU2608 20250912 ... 842.2 844.48 AU
114 114 AG2509 20250912 ... 9865 9785 AG
115 115 AG2510 20250912 ... 9930 9804 AG
116 116 AG2511 20250912 ... 9944 9815 AG
117 117 AG2512 20250912 ... 9963 9824 AG
118 118 AG2601 20250912 ... 9965 9837 AG
119 119 AG2602 20250912 ... 9975 9848 AG
120 120 AG2603 20250912 ... 10002 9860 AG
121 121 AG2604 20250912 ... 10007 9875 AG
122 122 AG2605 20250912 ... 10035 9893 AG
123 123 AG2606 20250912 ... 10038 9906 AG
124 124 AG2607 20250912 ... 10051 9922 AG
125 125 AG2608 20250912 ... 10068 9938 AG
126 126 RB2509 20250912 ... 2941 2941 RB
127 127 RB2510 20250912 ... 3017 3013 RB
128 128 RB2511 20250912 ... 3035 3034 RB
129 129 RB2512 20250912 ... 3089 3081 RB
130 130 RB2601 20250912 ... 3107 3101 RB
131 131 RB2602 20250912 ... 3112 3098 RB
132 132 RB2603 20250912 ... 3122 3112 RB
133 133 RB2604 20250912 ... 3148 3136 RB
134 134 RB2605 20250912 ... 3163 3150 RB
135 135 RB2606 20250912 ... 3180 3166 RB
136 136 RB2607 20250912 ... 3200 3179 RB
137 137 RB2608 20250912 ... 3207 3192 RB
138 138 WR2509 20250912 ... 3342 3342 WR
139 139 WR2510 20250912 ... 3276 3282 WR
140 140 WR2511 20250912 ... 3302 3302 WR
141 141 WR2512 20250912 ... 3324 3324 WR
142 142 WR2601 20250912 ... 3366 3377 WR
143 143 WR2602 20250912 ... 3358 3358 WR
144 144 WR2603 20250912 ... 3338 3338 WR
145 145 WR2604 20250912 ... 3389 3389 WR
146 146 WR2605 20250912 ... 3414 3414 WR
147 147 WR2606 20250912 ... 3372 3372 WR
148 148 WR2607 20250912 ... 3390 3390 WR
149 149 WR2608 20250912 ... 3399 3410 WR
150 150 HC2509 20250912 ... 3396 3396 HC
151 151 HC2510 20250912 ... 3374 3379 HC
152 152 HC2511 20250912 ... 3361 3365 HC
153 153 HC2512 20250912 ... 3360 3354 HC
154 154 HC2601 20250912 ... 3341 3342 HC
155 155 HC2602 20250912 ... 3338 3339 HC
156 156 HC2603 20250912 ... 3343 3344 HC
157 157 HC2604 20250912 ... 3346 3346 HC
158 158 HC2605 20250912 ... 3345 3347 HC
159 159 HC2606 20250912 ... 3341 3354 HC
160 160 HC2607 20250912 ... 3356 3357 HC
161 161 HC2608 20250912 ... 3351 3358 HC
162 162 SS2509 20250912 ... 12800 12800 SS
163 163 SS2510 20250912 ... 12830 12810 SS
164 164 SS2511 20250912 ... 12915 12895 SS
165 165 SS2512 20250912 ... 12955 12930 SS
166 166 SS2601 20250912 ... 13010 12990 SS
167 167 SS2602 20250912 ... 13015 13030 SS
168 168 SS2603 20250912 ... 13130 13110 SS
169 169 SS2604 20250912 ... 13140 13175 SS
170 170 SS2605 20250912 ... 13290 13245 SS
171 171 SS2606 20250912 ... 13305 13305 SS
172 172 SS2607 20250912 ... 13370 13370 SS
173 173 SS2608 20250912 ... 13430 13400 SS
174 174 SC2510 20250912 ... 479.2 488.7 SC
175 175 SC2511 20250912 ... 480.5 489.4 SC
176 176 SC2512 20250912 ... 479.5 488.1 SC
177 177 SC2601 20250912 ... 479 487.1 SC
178 178 SC2602 20250912 ... 478.4 486 SC
179 179 SC2603 20250912 ... 477.8 484.7 SC
180 180 SC2604 20250912 ... 477.4 484.5 SC
181 181 SC2605 20250912 ... 477.3 483.3 SC
182 182 SC2606 20250912 ... 476.6 484.5 SC
183 183 SC2607 20250912 ... 475.9 483.7 SC
184 184 SC2608 20250912 ... 474.7 482 SC
185 185 SC2609 20250912 ... 473 480.8 SC
186 186 SC2612 20250912 ... 472.6 477.9 SC
187 187 SC2703 20250912 ... 469.2 472.1 SC
188 188 SC2706 20250912 ... 470 471.5 SC
189 189 SC2709 20250912 ... 470 471.3 SC
190 190 SC2712 20250912 ... 466.6 469 SC
191 191 SC2803 20250912 ... 468.2 468.2 SC
192 192 SC2806 20250912 ... 462.8 466.7 SC
193 193 SC2809 20250912 ... 462 462 SC
194 194 LU2510 20250912 ... 3261 3343 LU
195 195 LU2511 20250912 ... 3288 3370 LU
196 196 LU2512 20250912 ... 3276 3362 LU
197 197 LU2601 20250912 ... 3285 3358 LU
198 198 LU2602 20250912 ... 3283 3338 LU
199 199 LU2603 20250912 ... 3276 3334 LU
200 200 LU2604 20250912 ... 3257 3339 LU
201 201 LU2605 20250912 ... 3274 3323 LU
202 202 LU2606 20250912 ... 3271 3316 LU
203 203 LU2607 20250912 ... 3265 3321 LU
204 204 LU2608 20250912 ... 3261 3316 LU
205 205 LU2609 20250912 ... 3260 3314 LU
206 206 FU2510 20250912 ... 2776 2833 FU
207 207 FU2511 20250912 ... 2768 2824 FU
208 208 FU2512 20250912 ... 2745 2803 FU
209 209 FU2601 20250912 ... 2733 2793 FU
210 210 FU2602 20250912 ... 2718 2777 FU
211 211 FU2603 20250912 ... 2714 2766 FU
212 212 FU2604 20250912 ... 2712 2759 FU
213 213 FU2605 20250912 ... 2698 2749 FU
214 214 FU2606 20250912 ... 2694 2741 FU
215 215 FU2607 20250912 ... 2687 2727 FU
216 216 FU2608 20250912 ... 2681 2722 FU
217 217 FU2609 20250912 ... 2664 2700 FU
218 218 BU2509 20250912 ... 3423 3423 BU
219 219 BU2510 20250912 ... 3421 3470 BU
220 220 BU2511 20250912 ... 3403 3459 BU
221 221 BU2512 20250912 ... 3359 3411 BU
222 222 BU2601 20250912 ... 3338 3385 BU
223 223 BU2602 20250912 ... 3336 3382 BU
224 224 BU2603 20250912 ... 3340 3388 BU
225 225 BU2604 20250912 ... 3308 3382 BU
226 226 BU2605 20250912 ... 3334 3388 BU
227 227 BU2606 20250912 ... 3329 3379 BU
228 228 BU2607 20250912 ... 3339 3381 BU
229 229 BU2608 20250912 ... 3320 3359 BU
230 230 BU2609 20250912 ... 3322 3372 BU
231 231 BU2612 20250912 ... 3281 3325 BU
232 232 BU2703 20250912 ... 3289 3327 BU
233 233 BU2706 20250912 ... 3292 3331 BU
234 234 BR2509 20250912 ... 11675 11850 BR
235 235 BR2510 20250912 ... 11575 11665 BR
236 236 BR2511 20250912 ... 11545 11630 BR
237 237 BR2512 20250912 ... 11525 11615 BR
238 238 BR2601 20250912 ... 11540 11630 BR
239 239 BR2602 20250912 ... 11685 11735 BR
240 240 BR2603 20250912 ... 11570 11665 BR
241 241 BR2604 20250912 ... 11615 11680 BR
242 242 BR2605 20250912 ... 11640 11700 BR
243 243 BR2606 20250912 ... 11715 11715 BR
244 244 BR2607 20250912 ... 11715 11780 BR
245 245 BR2608 20250912 ... 11705 11915 BR
246 246 RU2509 20250912 ... 14835 14825 RU
247 247 RU2510 20250912 ... 14910 14955 RU
248 248 RU2511 20250912 ... 14880 14940 RU
249 249 RU2601 20250912 ... 15810 15880 RU
250 250 RU2603 20250912 ... 15790 15880 RU
251 251 RU2604 20250912 ... 15770 15895 RU
252 252 RU2605 20250912 ... 15835 15910 RU
253 253 RU2606 20250912 ... 15925 15925 RU
254 254 RU2607 20250912 ... 15865 15980 RU
255 255 RU2608 20250912 ... 15970 15970 RU
256 256 NR2509 20250912 ... 12645 12645 NR
257 257 NR2510 20250912 ... 12495 12550 NR
258 258 NR2511 20250912 ... 12545 12600 NR
259 259 NR2512 20250912 ... 12590 12640 NR
260 260 NR2601 20250912 ... 12615 12685 NR
261 261 NR2602 20250912 ... 12645 12685 NR
262 262 NR2603 20250912 ... 12630 12685 NR
263 263 NR2604 20250912 ... 12675 12730 NR
264 264 NR2605 20250912 ... 12695 12745 NR
265 265 NR2606 20250912 ... 12580 12700 NR
266 266 NR2607 20250912 ... 12640 12715 NR
267 267 NR2608 20250912 ... 12685 12760 NR
268 268 SP2509 20250912 ... 4926 4948 SP
269 269 SP2510 20250912 ... 4964 4974 SP
270 270 SP2511 20250912 ... 4988 4994 SP
271 271 SP2512 20250912 ... 5004 5014 SP
272 272 SP2601 20250912 ... 5276 5280 SP
273 273 SP2602 20250912 ... 5262 5276 SP
274 274 SP2603 20250912 ... 5272 5280 SP
275 275 SP2604 20250912 ... 5278 5278 SP
276 276 SP2605 20250912 ... 5290 5294 SP
277 277 SP2606 20250912 ... 5290 5290 SP
278 278 SP2607 20250912 ... 5294 5286 SP
279 279 SP2608 20250912 ... 5296 5292 SP
280 280 OP2601 20250912 ... 4220 4254 OP
281 281 OP2602 20250912 ... 4202 4246 OP
282 282 OP2603 20250912 ... 4228 4274 OP
283 283 OP2604 20250912 ... 4250 4282 OP
284 284 OP2605 20250912 ... 4248 4278 OP
285 285 OP2606 20250912 ... 4222 4250 OP
286 286 OP2607 20250912 ... 4256 4270 OP
287 287 OP2608 20250912 ... 4250 4278 OP
288 288 EC2510 20250912 ... 1181.6 1222 EC
289 289 EC2512 20250912 ... 1594.5 1633.3 EC
290 290 EC2602 20250912 ... 1490.3 1509.2 EC
291 291 EC2604 20250912 ... 1235.6 1245.9 EC
292 292 EC2606 20250912 ... 1412.9 1429.4 EC
293 293 EC2608 20250912 ... 1580.3 1605.4 EC
294 295 SC_TAS2510 20250912 ... SC_TAS
295 296 SC_TAS2511 20250912 ... SC_TAS
296 297 SC_TAS2512 20250912 ... SC_TAS
297 298 SC_TAS2601 20250912 ... SC_TAS
[298 rows x 13 columns]
2025-09-12 16:28:59,344 - future_1d - INFO - ak.get_shfe_daily('2025-09-12') done
2025-09-12 16:29:05,708 - future_1d - INFO - save future_daily 2025-09-12 add
2025-09-12 16:29:05,715 - future_1d - INFO - 0 1 2 3 4
symbol a2509 a2511 a2601 a2603 a2605
date 2025-09-12 2025-09-12 2025-09-12 2025-09-12 2025-09-12
opencol 0.0 3947.0 3946.0 3954.0 3996.0
high 0.0 3970.0 3970.0 3975.0 4015.0
low 0.0 3944.0 3943.0 3950.0 3992.0
close 4081.0 3959.0 3957.0 3963.0 4006.0
volume 0.0 114396.0 33617.0 5666.0 1158.0
open_interest 0.0 196837.0 110444.0 31079.0 6316.0
turnover 0.0 452592.33 133020.3 22454.72 4634.8
settle 4081.0 3956.0 3956.0 3963.0 4002.0
pre_settle 4040.0 3926.0 3930.0 3934.0 3977.0
variety A A A A A
exchange DCE DCE DCE DCE DCE
comd a a a a a
contract a2509 a2511 a2601 a2603 a2605
contract_yymm 2509 2511 2601 2603 2605
maturity_month 0 2 4 6 8
maturity_day -11 50 111 170 231
=========================================================================
2025-09-12 18:25:45 Fri START TASK.01 future_1d future_daily
=========================================================================
2025-09-12 18:26:03,681 - future_1d - INFO - future_daily check=True check_last=7 start...
第1次链接失败, 最多尝试 20 次
index symbol date ... settle pre_settle variety
0 0 CU2509 20250904 ... 79910 80270 CU
1 1 CU2510 20250904 ... 79980 80180 CU
2 2 CU2511 20250904 ... 79960 80170 CU
3 3 CU2512 20250904 ... 79910 80130 CU
4 4 CU2601 20250904 ... 79870 80010 CU
5 5 CU2602 20250904 ... 79930 80030 CU
6 6 CU2603 20250904 ... 79850 80050 CU
7 7 CU2604 20250904 ... 79910 80000 CU
8 8 CU2605 20250904 ... 79980 79840 CU
9 9 CU2606 20250904 ... 79790 80070 CU
10 10 CU2607 20250904 ... 79820 80050 CU
11 11 CU2608 20250904 ... 79860 80070 CU
12 12 BC2509 20250904 ... 70130 70130 BC
13 13 BC2510 20250904 ... 71020 71240 BC
14 14 BC2511 20250904 ... 71020 71160 BC
15 15 BC2512 20250904 ... 71100 71460 BC
16 16 BC2601 20250904 ... 71280 70590 BC
17 17 BC2602 20250904 ... 70700 70700 BC
18 18 BC2603 20250904 ... 71360 71400 BC
19 19 BC2604 20250904 ... 71200 70710 BC
20 20 BC2605 20250904 ... 71170 70710 BC
21 21 BC2606 20250904 ... 70700 70700 BC
22 22 BC2607 20250904 ... 70600 70600 BC
23 23 BC2608 20250904 ... 70440 70440 BC
24 24 AL2509 20250904 ... 20630 20755 AL
25 25 AL2510 20250904 ... 20635 20765 AL
26 26 AL2511 20250904 ... 20630 20755 AL
27 27 AL2512 20250904 ... 20620 20740 AL
28 28 AL2601 20250904 ... 20615 20735 AL
29 29 AL2602 20250904 ... 20590 20725 AL
30 30 AL2603 20250904 ... 20635 20735 AL
31 31 AL2604 20250904 ... 20665 20775 AL
32 32 AL2605 20250904 ... 20675 20795 AL
33 33 AL2606 20250904 ... 20690 20830 AL
34 34 AL2607 20250904 ... 20720 20805 AL
35 35 AL2608 20250904 ... 20690 20820 AL
36 36 ZN2509 20250904 ... 22085 22275 ZN
37 37 ZN2510 20250904 ... 22135 22305 ZN
38 38 ZN2511 20250904 ... 22140 22300 ZN
39 39 ZN2512 20250904 ... 22170 22305 ZN
40 40 ZN2601 20250904 ... 22135 22310 ZN
41 41 ZN2602 20250904 ... 22110 22290 ZN
42 42 ZN2603 20250904 ... 22140 22350 ZN
43 43 ZN2604 20250904 ... 22180 22365 ZN
44 44 ZN2605 20250904 ... 22185 22390 ZN
45 45 ZN2606 20250904 ... 22160 22405 ZN
46 46 ZN2607 20250904 ... 22190 22380 ZN
47 47 ZN2608 20250904 ... 22185 22400 ZN
48 48 PB2509 20250904 ... 16810 16820 PB
49 49 PB2510 20250904 ... 16865 16870 PB
50 50 PB2511 20250904 ... 16875 16885 PB
51 51 PB2512 20250904 ... 16890 16895 PB
52 52 PB2601 20250904 ... 16880 16910 PB
53 53 PB2602 20250904 ... 16910 16910 PB
54 54 PB2603 20250904 ... 16960 16960 PB
55 55 PB2604 20250904 ... 16995 17005 PB
56 56 PB2605 20250904 ... 17010 17010 PB
57 57 PB2606 20250904 ... 17020 17040 PB
58 58 PB2607 20250904 ... 17050 17090 PB
59 59 PB2608 20250904 ... 17080 17100 PB
60 60 NI2509 20250904 ... 121070 121290 NI
61 61 NI2510 20250904 ... 121510 121500 NI
62 62 NI2511 20250904 ... 121500 121630 NI
63 63 NI2512 20250904 ... 121730 121830 NI
64 64 NI2601 20250904 ... 121950 122050 NI
65 65 NI2602 20250904 ... 122290 122320 NI
66 66 NI2603 20250904 ... 122580 122600 NI
67 67 NI2604 20250904 ... 123220 122900 NI
68 68 NI2605 20250904 ... 122920 123070 NI
69 69 NI2606 20250904 ... 123610 123320 NI
70 70 NI2607 20250904 ... 123650 123440 NI
71 71 NI2608 20250904 ... 123810 124040 NI
72 72 SN2509 20250904 ... 272280 272650 SN
73 73 SN2510 20250904 ... 272800 273110 SN
74 74 SN2511 20250904 ... 273040 273310 SN
75 75 SN2512 20250904 ... 273170 273250 SN
76 76 SN2601 20250904 ... 272850 273230 SN
77 77 SN2602 20250904 ... 272590 273190 SN
78 78 SN2603 20250904 ... 272670 273880 SN
79 79 SN2604 20250904 ... 273030 274470 SN
80 80 SN2605 20250904 ... 272840 273540 SN
81 81 SN2606 20250904 ... 273740 273820 SN
82 82 SN2607 20250904 ... 273700 274280 SN
83 83 SN2608 20250904 ... 274450 274450 SN
84 84 AO2509 20250904 ... 2950 2987 AO
85 85 AO2510 20250904 ... 2962 3005 AO
86 86 AO2511 20250904 ... 2966 3009 AO
87 87 AO2512 20250904 ... 2966 3018 AO
88 88 AO2601 20250904 ... 2973 3024 AO
89 89 AO2602 20250904 ... 2970 3016 AO
90 90 AO2603 20250904 ... 2974 3024 AO
91 91 AO2604 20250904 ... 2988 3038 AO
92 92 AO2605 20250904 ... 2996 3040 AO
93 93 AO2606 20250904 ... 2996 3044 AO
94 94 AO2607 20250904 ... 3002 3047 AO
95 95 AO2608 20250904 ... 2999 3033 AO
96 96 AD2511 20250904 ... 20235 20330 AD
97 97 AD2512 20250904 ... 20270 20325 AD
98 98 AD2601 20250904 ... 20255 20290 AD
99 99 AD2602 20250904 ... 20345 20340 AD
100 100 AD2603 20250904 ... 20310 20290 AD
101 101 AD2604 20250904 ... 20240 20235 AD
102 102 AD2605 20250904 ... 20205 20145 AD
103 103 AD2606 20250904 ... 20155 20110 AD
104 104 AD2607 20250904 ... 20135 19925 AD
105 105 AD2608 20250904 ... 20170 20170 AD
106 106 AU2509 20250904 ... 816.08 811.66 AU
107 107 AU2510 20250904 ... 816.1 810.36 AU
108 108 AU2511 20250904 ... 817.06 810.42 AU
109 109 AU2512 20250904 ... 817.6 812.8 AU
110 110 AU2602 20250904 ... 819.98 814.72 AU
111 111 AU2604 20250904 ... 822.1 816.68 AU
112 112 AU2606 20250904 ... 824.12 819.38 AU
113 113 AU2608 20250904 ... 826.8 821.24 AU
114 114 AG2509 20250904 ... 9786 9791 AG
115 115 AG2510 20250904 ... 9846 9787 AG
116 116 AG2511 20250904 ... 9853 9783 AG
117 117 AG2512 20250904 ... 9856 9809 AG
118 118 AG2601 20250904 ... 9878 9814 AG
119 119 AG2602 20250904 ... 9886 9828 AG
120 120 AG2603 20250904 ... 9909 9840 AG
121 121 AG2604 20250904 ... 9907 9849 AG
122 122 AG2605 20250904 ... 9913 9861 AG
123 123 AG2606 20250904 ... 9924 9880 AG
124 124 AG2607 20250904 ... 9919 9915 AG
125 125 AG2608 20250904 ... 9962 9909 AG
126 126 RB2509 20250904 ... 2961 2962 RB
127 127 RB2510 20250904 ... 3030 3047 RB
128 128 RB2511 20250904 ... 3053 3059 RB
129 129 RB2512 20250904 ... 3093 3100 RB
130 130 RB2601 20250904 ... 3110 3119 RB
131 131 RB2602 20250904 ... 3105 3118 RB
132 132 RB2603 20250904 ... 3125 3125 RB
133 133 RB2604 20250904 ... 3143 3158 RB
134 134 RB2605 20250904 ... 3158 3168 RB
135 135 RB2606 20250904 ... 3174 3188 RB
136 136 RB2607 20250904 ... 3200 3205 RB
137 137 RB2608 20250904 ... 3198 3204 RB
138 138 WR2509 20250904 ... 3342 3342 WR
139 139 WR2510 20250904 ... 3265 3258 WR
140 140 WR2511 20250904 ... 3311 3311 WR
141 141 WR2512 20250904 ... 3349 3350 WR
142 142 WR2601 20250904 ... 3336 3355 WR
143 143 WR2602 20250904 ... 3337 3335 WR
144 144 WR2603 20250904 ... 3435 3438 WR
145 145 WR2604 20250904 ... 3400 3400 WR
146 146 WR2605 20250904 ... 3429 3429 WR
147 147 WR2606 20250904 ... 3375 3375 WR
148 148 WR2607 20250904 ... 3387 3387 WR
149 149 WR2608 20250904 ... 3350 3320 WR
150 150 HC2509 20250904 ... 3371 3356 HC
151 151 HC2510 20250904 ... 3320 3316 HC
152 152 HC2511 20250904 ... 3312 3312 HC
153 153 HC2512 20250904 ... 3321 3300 HC
154 154 HC2601 20250904 ... 3306 3305 HC
155 155 HC2602 20250904 ... 3302 3310 HC
156 156 HC2603 20250904 ... 3311 3309 HC
157 157 HC2604 20250904 ... 3316 3311 HC
158 158 HC2605 20250904 ... 3316 3316 HC
159 159 HC2606 20250904 ... 3314 3319 HC
160 160 HC2607 20250904 ... 3323 3331 HC
161 161 HC2608 20250904 ... 3317 3335 HC
162 162 SS2509 20250904 ... 12835 12835 SS
163 163 SS2510 20250904 ... 12890 12930 SS
164 164 SS2511 20250904 ... 12960 13000 SS
165 165 SS2512 20250904 ... 12995 13045 SS
166 166 SS2601 20250904 ... 13050 13110 SS
167 167 SS2602 20250904 ... 13095 13145 SS
168 168 SS2603 20250904 ... 13175 13210 SS
169 169 SS2604 20250904 ... 13225 13300 SS
170 170 SS2605 20250904 ... 13305 13335 SS
171 171 SS2606 20250904 ... 13360 13425 SS
172 172 SS2607 20250904 ... 13410 13455 SS
173 173 SS2608 20250904 ... 13455 13480 SS
174 174 SC2510 20250904 ... 483.6 491.8 SC
175 175 SC2511 20250904 ... 484.6 493.2 SC
176 176 SC2512 20250904 ... 484.4 492.4 SC
177 177 SC2601 20250904 ... 483.6 491.4 SC
178 178 SC2602 20250904 ... 482.5 489.7 SC
179 179 SC2603 20250904 ... 480.3 487.9 SC
180 180 SC2604 20250904 ... 478.5 486.7 SC
181 181 SC2605 20250904 ... 475.5 483.9 SC
182 182 SC2606 20250904 ... 475.8 485 SC
183 183 SC2607 20250904 ... 473.9 483 SC
184 184 SC2608 20250904 ... 473.8 482.8 SC
185 185 SC2609 20250904 ... 474 481.5 SC
186 186 SC2612 20250904 ... 473.4 481 SC
187 187 SC2703 20250904 ... 470.9 477.7 SC
188 188 SC2706 20250904 ... 466.9 479.4 SC
189 189 SC2709 20250904 ... 468.8 476.2 SC
190 190 SC2712 20250904 ... 466.2 476.8 SC
191 191 SC2803 20250904 ... 468.1 471.4 SC
192 192 SC2806 20250904 ... 466.8 471.7 SC
193 193 SC2809 20250904 ... 464.1 472 SC
194 194 LU2510 20250904 ... 3421 3505 LU
195 195 LU2511 20250904 ... 3442 3525 LU
196 196 LU2512 20250904 ... 3440 3514 LU
197 197 LU2601 20250904 ... 3423 3501 LU
198 198 LU2602 20250904 ... 3401 3482 LU
199 199 LU2603 20250904 ... 3403 3466 LU
200 200 LU2604 20250904 ... 3378 3468 LU
201 201 LU2605 20250904 ... 3362 3464 LU
202 202 LU2606 20250904 ... 3366 3464 LU
203 203 LU2607 20250904 ... 3370 3450 LU
204 204 LU2608 20250904 ... 3370 3444 LU
205 205 LU2609 20250904 ... 3360 3425 LU
206 206 FU2510 20250904 ... 2789 2832 FU
207 207 FU2511 20250904 ... 2797 2842 FU
208 208 FU2512 20250904 ... 2783 2835 FU
209 209 FU2601 20250904 ... 2776 2828 FU
210 210 FU2602 20250904 ... 2764 2820 FU
211 211 FU2603 20250904 ... 2753 2802 FU
212 212 FU2604 20250904 ... 2754 2796 FU
213 213 FU2605 20250904 ... 2740 2787 FU
214 214 FU2606 20250904 ... 2733 2776 FU
215 215 FU2607 20250904 ... 2725 2762 FU
216 216 FU2608 20250904 ... 2722 2755 FU
217 217 FU2609 20250904 ... 2705 2733 FU
218 218 BU2509 20250904 ... 3504 3533 BU
219 219 BU2510 20250904 ... 3499 3544 BU
220 220 BU2511 20250904 ... 3477 3538 BU
221 221 BU2512 20250904 ... 3428 3487 BU
222 222 BU2601 20250904 ... 3400 3456 BU
223 223 BU2602 20250904 ... 3404 3459 BU
224 224 BU2603 20250904 ... 3406 3455 BU
225 225 BU2604 20250904 ... 3427 3467 BU
226 226 BU2605 20250904 ... 3404 3457 BU
227 227 BU2606 20250904 ... 3398 3449 BU
228 228 BU2607 20250904 ... 3351 3445 BU
229 229 BU2608 20250904 ... 3378 3439 BU
230 230 BU2609 20250904 ... 3377 3416 BU
231 231 BU2612 20250904 ... 3311 3359 BU
232 232 BU2703 20250904 ... 3300 3371 BU
233 233 BU2706 20250904 ... 3310 3360 BU
234 234 BR2509 20250904 ... 11825 11920 BR
235 235 BR2510 20250904 ... 11800 11905 BR
236 236 BR2511 20250904 ... 11785 11890 BR
237 237 BR2512 20250904 ... 11765 11885 BR
238 238 BR2601 20250904 ... 11765 11885 BR
239 239 BR2602 20250904 ... 11800 11960 BR
240 240 BR2603 20250904 ... 11775 11975 BR
241 241 BR2604 20250904 ... 11885 12015 BR
242 242 BR2605 20250904 ... 11880 12015 BR
243 243 BR2606 20250904 ... 11905 12010 BR
244 244 BR2607 20250904 ... 12110 12110 BR
245 245 BR2608 20250904 ... 12135 12135 BR
246 246 RU2509 20250904 ... 14955 14990 RU
247 247 RU2510 20250904 ... 14965 15005 RU
248 248 RU2511 20250904 ... 14920 14960 RU
249 249 RU2601 20250904 ... 15880 15935 RU
250 250 RU2603 20250904 ... 15920 15960 RU
251 251 RU2604 20250904 ... 15935 15950 RU
252 252 RU2605 20250904 ... 15955 16025 RU
253 253 RU2606 20250904 ... 15900 16060 RU
254 254 RU2607 20250904 ... 15965 16120 RU
255 255 RU2608 20250904 ... 16115 16040 RU
256 256 NR2509 20250904 ... 12650 12695 NR
257 257 NR2510 20250904 ... 12720 12765 NR
258 258 NR2511 20250904 ... 12770 12815 NR
259 259 NR2512 20250904 ... 12810 12845 NR
260 260 NR2601 20250904 ... 12835 12885 NR
261 261 NR2602 20250904 ... 12835 12885 NR
262 262 NR2603 20250904 ... 12840 12855 NR
263 263 NR2604 20250904 ... 12830 12875 NR
264 264 NR2605 20250904 ... 12830 12920 NR
265 265 NR2606 20250904 ... 12870 12870 NR
266 266 NR2607 20250904 ... 12810 12890 NR
267 267 NR2608 20250904 ... 12885 12925 NR
268 268 SP2509 20250904 ... 4972 5008 SP
269 269 SP2510 20250904 ... 4998 5034 SP
270 270 SP2511 20250904 ... 5030 5062 SP
271 271 SP2512 20250904 ... 5044 5078 SP
272 272 SP2601 20250904 ... 5312 5340 SP
273 273 SP2602 20250904 ... 5290 5326 SP
274 274 SP2603 20250904 ... 5306 5334 SP
275 275 SP2604 20250904 ... 5328 5342 SP
276 276 SP2605 20250904 ... 5322 5348 SP
277 277 SP2606 20250904 ... 5310 5358 SP
278 278 SP2607 20250904 ... 5326 5354 SP
279 279 SP2608 20250904 ... 5344 5378 SP
280 280 EC2510 20250904 ... 1308.3 1324.2 EC
281 281 EC2512 20250904 ... 1676.5 1704 EC
282 282 EC2602 20250904 ... 1515.1 1536.5 EC
283 283 EC2604 20250904 ... 1249.5 1243.7 EC
284 284 EC2606 20250904 ... 1434.7 1435.8 EC
285 285 EC2608 20250904 ... 1603.8 1601.5 EC
286 289 SC_TAS2510 20250904 ... SC_TAS
287 290 SC_TAS2511 20250904 ... SC_TAS
288 291 SC_TAS2512 20250904 ... SC_TAS
289 292 SC_TAS2601 20250904 ... SC_TAS
[290 rows x 13 columns]
2025-09-12 18:26:12,925 - future_1d - INFO - ak.get_shfe_daily('2025-09-04') done
symbol date open ... settle pre_settle variety
0 PS2509 20250904 52130.0 ... 52230.0 52410.0 PS
1 PS2510 20250904 51800.0 ... 52170.0 52075.0 PS
2 PS2511 20250904 51700.0 ... 52055.0 51910.0 PS
3 PS2512 20250904 54000.0 ... 54320.0 54185.0 PS
4 PS2601 20250904 54060.0 ... 54280.0 54185.0 PS
5 PS2602 20250904 54110.0 ... 54405.0 54370.0 PS
6 PS2603 20250904 54315.0 ... 54535.0 54535.0 PS
7 PS2604 20250904 54515.0 ... 54620.0 54575.0 PS
8 PS2605 20250904 54305.0 ... 54510.0 54415.0 PS
9 PS2606 20250904 56405.0 ... 56630.0 56645.0 PS
10 PS2607 20250904 56525.0 ... 56715.0 56720.0 PS
11 PS2608 20250904 55800.0 ... 56760.0 56870.0 PS
13 SI2509 20250904 8500.0 ... 8560.0 8485.0 SI
14 SI2510 20250904 8400.0 ... 8500.0 8490.0 SI
15 SI2511 20250904 8405.0 ... 8505.0 8505.0 SI
16 SI2512 20250904 8800.0 ... 8865.0 8870.0 SI
17 SI2601 20250904 8765.0 ... 8845.0 8865.0 SI
18 SI2602 20250904 8855.0 ... 8865.0 8855.0 SI
19 SI2603 20250904 8770.0 ... 8840.0 8910.0 SI
20 SI2604 20250904 8740.0 ... 8875.0 8895.0 SI
21 SI2605 20250904 8850.0 ... 8890.0 8920.0 SI
22 SI2606 20250904 8845.0 ... 8900.0 8930.0 SI
23 SI2607 20250904 8860.0 ... 8935.0 8935.0 SI
24 SI2608 20250904 8905.0 ... 8935.0 8935.0 SI
27 LC2509 20250904 72180.0 ... 73300.0 73200.0 LC
28 LC2510 20250904 71100.0 ... 73040.0 72700.0 LC
29 LC2511 20250904 71200.0 ... 73240.0 72660.0 LC
30 LC2512 20250904 71480.0 ... 73300.0 72780.0 LC
31 LC2601 20250904 71440.0 ... 73280.0 72720.0 LC
32 LC2602 20250904 71580.0 ... 72920.0 72580.0 LC
33 LC2603 20250904 71320.0 ... 73040.0 72420.0 LC
34 LC2604 20250904 71420.0 ... 73320.0 72780.0 LC
35 LC2605 20250904 71820.0 ... 73160.0 72520.0 LC
36 LC2606 20250904 71180.0 ... 72840.0 72340.0 LC
37 LC2607 20250904 71500.0 ... 72940.0 72260.0 LC
38 LC2608 20250904 71800.0 ... 73020.0 72560.0 LC
[36 rows x 12 columns]
2025-09-12 18:26:13,115 - future_1d - INFO - ak.get_gfex_daily('2025-09-04') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250904 487 487.7 ... 5706074.98 483.6 491.8 SC
1 SC2511 20250904 488 489 ... 1579385.96 484.6 493.2 SC
2 SC2512 20250904 486.8 488.6 ... 648446.64 484.4 492.4 SC
3 SC2601 20250904 487.5 487.5 ... 82660.43 483.6 491.4 SC
4 SC2602 20250904 484.6 486.3 ... 17611.73 482.5 489.7 SC
5 SC2603 20250904 483.5 483.5 ... 12152.73 480.3 487.9 SC
6 SC2604 20250904 481.4 481.4 ... 16077.76 478.5 486.7 SC
7 SC2605 20250904 485.7 485.7 ... 8844.66 475.5 483.9 SC
8 SC2606 20250904 480.1 480.1 ... 14894.77 475.8 485 SC
9 SC2607 20250904 478 478 ... 758.32 473.9 483 SC
10 SC2608 20250904 477.5 477.5 ... 189.52 473.8 482.8 SC
11 SC2609 20250904 478.2 478.2 ... 237.01 474 481.5 SC
12 SC2612 20250904 478.2 478.2 ... 1799.04 473.4 481 SC
13 SC2703 20250904 472.3 472.3 ... 188.36 470.9 477.7 SC
14 SC2706 20250904 466.9 466.9 ... 46.69 466.9 479.4 SC
15 SC2709 20250904 470.4 470.4 ... 93.77 468.8 476.2 SC
16 SC2712 20250904 467.8 468.1 ... 233.1 466.2 476.8 SC
17 SC2803 20250904 ... 0 468.1 471.4 SC
18 SC2806 20250904 467.1 467.1 ... 373.44 466.8 471.7 SC
19 SC2809 20250904 464.5 464.5 ... 139.23 464.1 472 SC
21 LU2510 20250904 3450 3459 ... 19392.298 3421 3505 LU
22 LU2511 20250904 3471 3483 ... 471893.843 3442 3525 LU
23 LU2512 20250904 3473 3479 ... 203959.24 3440 3514 LU
24 LU2601 20250904 3467 3468 ... 40238.822 3423 3501 LU
25 LU2602 20250904 3438 3446 ... 3177.157 3401 3482 LU
26 LU2603 20250904 3422 3426 ... 81.673 3403 3466 LU
27 LU2604 20250904 3407 3407 ... 30.402 3378 3468 LU
28 LU2605 20250904 3400 3400 ... 73.982 3362 3464 LU
29 LU2606 20250904 3405 3405 ... 43.765 3366 3464 LU
30 LU2607 20250904 3407 3408 ... 124.711 3370 3450 LU
31 LU2608 20250904 3402 3402 ... 50.552 3370 3444 LU
32 LU2609 20250904 3389 3389 ... 26.882 3360 3425 LU
34 NR2509 20250904 12675 12720 ... 3542.25 12650 12695 NR
35 NR2510 20250904 12725 12815 ... 966157.25 12720 12765 NR
36 NR2511 20250904 12780 12870 ... 848386.485 12770 12815 NR
37 NR2512 20250904 12805 12900 ... 119536.7 12810 12845 NR
38 NR2601 20250904 12805 12935 ... 179481.365 12835 12885 NR
39 NR2602 20250904 12860 12910 ... 6174.835 12835 12885 NR
40 NR2603 20250904 12785 12915 ... 590.78 12840 12855 NR
41 NR2604 20250904 12815 12905 ... 2168.59 12830 12875 NR
42 NR2605 20250904 12860 12905 ... 603.14 12830 12920 NR
43 NR2606 20250904 ... 0 12870 12870 NR
44 NR2607 20250904 12800 12825 ... 25.625 12810 12890 NR
45 NR2608 20250904 12815 12995 ... 38.655 12885 12925 NR
47 BC2509 20250904 ... 0 70130 70130 BC
48 BC2510 20250904 71080 71450 ... 173588.41 71020 71240 BC
49 BC2511 20250904 71120 71440 ... 25995.725 71020 71160 BC
50 BC2512 20250904 ... 0 71100 71460 BC
51 BC2601 20250904 71350 71350 ... 71.28 71280 70590 BC
52 BC2602 20250904 ... 0 70700 70700 BC
53 BC2603 20250904 71360 71360 ... 35.68 71360 71400 BC
54 BC2604 20250904 71200 71200 ... 35.6 71200 70710 BC
55 BC2605 20250904 71170 71170 ... 71.17 71170 70710 BC
56 BC2606 20250904 ... 0 70700 70700 BC
57 BC2607 20250904 ... 0 70600 70600 BC
58 BC2608 20250904 ... 0 70440 70440 BC
60 EC2510 20250904 1324.4 1345 ... 168511.992 1308.3 1324.2 EC
61 EC2512 20250904 1695 1718.2 ... 77383.245 1676.5 1704 EC
62 EC2602 20250904 1542 1548.3 ... 11204.3825 1515.1 1536.5 EC
63 EC2604 20250904 1258.8 1263.8 ... 4029.955 1249.5 1243.7 EC
64 EC2606 20250904 1431.3 1447.7 ... 624.126 1434.7 1435.8 EC
65 EC2608 20250904 1609.5 1616 ... 336.798 1603.8 1601.5 EC
68 SC_TAS2510 20250904 ... SC_TAS
69 SC_TAS2511 20250904 ... SC_TAS
70 SC_TAS2512 20250904 ... SC_TAS
71 SC_TAS2601 20250904 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:26:13,233 - future_1d - INFO - ak.get_ine_daily('2025-09-04') done
symbol date open ... settle pre_settle variety
0 a2509 20250904 4056.00 ... 4056.00 4087.00 A
1 a2511 20250904 3951.00 ... 3966.00 3964.00 A
2 a2601 20250904 3955.00 ... 3966.00 3961.00 A
3 a2603 20250904 3960.00 ... 3968.00 3963.00 A
4 a2605 20250904 4007.00 ... 4012.00 4009.00 A
5 a2607 20250904 4008.00 ... 4016.00 4012.00 A
6 b2509 20250904 3670.00 ... 3681.00 3695.00 B
7 b2510 20250904 3690.00 ... 3695.00 3694.00 B
8 b2511 20250904 3721.00 ... 3728.00 3730.00 B
9 b2512 20250904 3758.00 ... 3761.00 3763.00 B
10 b2601 20250904 3760.00 ... 3759.00 3762.00 B
11 b2602 20250904 3741.00 ... 3745.00 3747.00 B
12 b2603 20250904 3696.00 ... 3699.00 3699.00 B
13 b2604 20250904 3598.00 ... 3602.00 3599.00 B
14 b2605 20250904 3528.00 ... 3528.00 3526.00 B
15 b2606 20250904 3516.00 ... 3512.00 3516.00 B
16 b2607 20250904 3520.00 ... 3516.00 3523.00 B
17 b2608 20250904 3606.00 ... 3604.00 3599.00 B
18 bb2509 20250904 0.00 ... 136.00 136.00 BB
19 bb2511 20250904 143.35 ... 142.25 143.85 BB
20 bb2601 20250904 146.40 ... 146.15 147.15 BB
21 bb2603 20250904 0.00 ... 146.40 146.40 BB
22 bb2605 20250904 0.00 ... 140.75 140.75 BB
23 bb2607 20250904 0.00 ... 145.55 146.50 BB
24 bz2603 20250904 5970.00 ... 5967.00 5993.00 BZ
25 bz2604 20250904 5956.00 ... 5947.00 5973.00 BZ
26 bz2605 20250904 5961.00 ... 5960.00 5998.00 BZ
27 bz2606 20250904 5953.00 ... 5953.00 5935.00 BZ
28 bz2607 20250904 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250904 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250904 2303.00 ... 2315.00 2257.00 C
31 c2511 20250904 2192.00 ... 2200.00 2197.00 C
32 c2601 20250904 2181.00 ... 2187.00 2183.00 C
33 c2603 20250904 2194.00 ... 2200.00 2197.00 C
34 c2605 20250904 2244.00 ... 2249.00 2246.00 C
35 c2607 20250904 2259.00 ... 2261.00 2257.00 C
36 cs2509 20250904 2478.00 ... 2480.00 2465.00 CS
37 cs2511 20250904 2492.00 ... 2492.00 2498.00 CS
38 cs2601 20250904 2523.00 ... 2514.00 2525.00 CS
39 cs2603 20250904 2525.00 ... 2521.00 2533.00 CS
40 cs2605 20250904 2595.00 ... 2593.00 2603.00 CS
41 cs2607 20250904 2599.00 ... 2596.00 2603.00 CS
42 eb2509 20250904 6907.00 ... 6927.00 6915.00 EB
43 eb2510 20250904 7012.00 ... 6992.00 7002.00 EB
44 eb2511 20250904 7020.00 ... 7008.00 7027.00 EB
45 eb2512 20250904 7044.00 ... 7025.00 7054.00 EB
46 eb2601 20250904 7082.00 ... 7062.00 7092.00 EB
47 eb2602 20250904 7109.00 ... 7088.00 7117.00 EB
48 eb2603 20250904 7129.00 ... 7123.00 7157.00 EB
49 eb2604 20250904 7150.00 ... 7152.00 7166.00 EB
50 eb2605 20250904 7158.00 ... 7166.00 7178.00 EB
51 eb2606 20250904 0.00 ... 7200.00 7200.00 EB
52 eb2607 20250904 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250904 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250904 4376.00 ... 4349.00 4376.00 EG
55 eg2510 20250904 4319.00 ... 4342.00 4342.00 EG
56 eg2511 20250904 4306.00 ... 4346.00 4332.00 EG
57 eg2512 20250904 4340.00 ... 4343.00 4340.00 EG
58 eg2601 20250904 4329.00 ... 4344.00 4345.00 EG
59 eg2602 20250904 4351.00 ... 4351.00 4352.00 EG
60 eg2603 20250904 4347.00 ... 4346.00 4358.00 EG
61 eg2604 20250904 4365.00 ... 4365.00 4374.00 EG
62 eg2605 20250904 4360.00 ... 4376.00 4381.00 EG
63 eg2606 20250904 4369.00 ... 4370.00 4401.00 EG
64 eg2607 20250904 0.00 ... 4447.00 4447.00 EG
65 eg2608 20250904 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250904 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250904 1265.50 ... 1278.00 1282.50 FB
68 fb2511 20250904 1259.50 ... 1254.00 1270.50 FB
69 fb2512 20250904 1260.00 ... 1257.50 1268.50 FB
70 fb2601 20250904 1252.00 ... 1252.50 1265.00 FB
71 fb2602 20250904 1250.00 ... 1248.50 1257.00 FB
72 fb2603 20250904 1224.00 ... 1247.50 1258.00 FB
73 fb2604 20250904 0.00 ... 1259.00 1259.00 FB
74 fb2605 20250904 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250904 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250904 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250904 0.00 ... 1302.50 1302.50 FB
78 i2509 20250904 813.00 ... 822.00 813.50 I
79 i2510 20250904 797.50 ... 803.00 797.50 I
80 i2511 20250904 794.00 ... 798.50 793.00 I
81 i2512 20250904 787.50 ... 792.50 787.00 I
82 i2601 20250904 777.00 ... 783.50 778.50 I
83 i2602 20250904 773.50 ... 779.00 773.00 I
84 i2603 20250904 768.00 ... 772.50 767.50 I
85 i2604 20250904 764.00 ... 768.00 763.00 I
86 i2605 20250904 754.50 ... 761.00 755.50 I
87 i2606 20250904 750.50 ... 755.50 750.50 I
88 i2607 20250904 747.00 ... 750.50 747.00 I
89 i2608 20250904 743.00 ... 747.00 743.00 I
90 j2509 20250904 1388.00 ... 1449.50 1481.00 J
91 j2510 20250904 1493.00 ... 1485.00 1510.50 J
92 j2511 20250904 1525.00 ... 1517.00 1543.50 J
93 j2512 20250904 1546.50 ... 1547.50 1580.50 J
94 j2601 20250904 1592.00 ... 1572.50 1603.50 J
95 j2602 20250904 1606.00 ... 1596.50 1617.50 J
96 j2603 20250904 1615.00 ... 1612.50 1648.00 J
97 j2604 20250904 1650.50 ... 1647.50 1675.00 J
98 j2605 20250904 1695.50 ... 1668.50 1695.50 J
99 j2606 20250904 0.00 ... 1716.50 1716.50 J
100 j2607 20250904 1697.00 ... 1694.00 1725.00 J
101 j2608 20250904 1691.50 ... 1691.50 1702.00 J
102 jd2509 20250904 2928.00 ... 2944.00 2867.00 JD
103 jd2510 20250904 3019.00 ... 3016.00 2979.00 JD
104 jd2511 20250904 3090.00 ... 3075.00 3064.00 JD
105 jd2512 20250904 3265.00 ... 3235.00 3228.00 JD
106 jd2601 20250904 3444.00 ... 3412.00 3411.00 JD
107 jd2602 20250904 3155.00 ... 3143.00 3146.00 JD
108 jd2603 20250904 3157.00 ... 3144.00 3150.00 JD
109 jd2604 20250904 3347.00 ... 3331.00 3331.00 JD
110 jd2605 20250904 3461.00 ... 3458.00 3450.00 JD
111 jd2606 20250904 3311.00 ... 3286.00 3306.00 JD
112 jd2607 20250904 3511.00 ... 3497.00 3509.00 JD
113 jd2608 20250904 3920.00 ... 3904.00 3909.00 JD
114 jm2509 20250904 933.50 ... 935.00 938.00 JM
115 jm2510 20250904 960.00 ... 932.50 965.50 JM
116 jm2511 20250904 1020.00 ... 990.00 1023.00 JM
117 jm2512 20250904 1058.00 ... 1043.00 1074.50 JM
118 jm2601 20250904 1105.50 ... 1089.50 1116.50 JM
119 jm2602 20250904 1120.50 ... 1106.50 1132.00 JM
120 jm2603 20250904 1134.50 ... 1124.00 1144.50 JM
121 jm2604 20250904 1141.00 ... 1136.00 1153.50 JM
122 jm2605 20250904 1150.50 ... 1139.50 1164.50 JM
123 jm2606 20250904 1160.50 ... 1154.50 1170.00 JM
124 jm2607 20250904 1173.00 ... 1170.50 1189.00 JM
125 jm2608 20250904 1181.00 ... 1176.50 1202.50 JM
126 l2509 20250904 7168.00 ... 7161.00 7206.00 L
127 l2510 20250904 7210.00 ... 7211.00 7245.00 L
128 l2511 20250904 7234.00 ... 7219.00 7259.00 L
129 l2512 20250904 7229.00 ... 7227.00 7262.00 L
130 l2601 20250904 7241.00 ... 7224.00 7262.00 L
131 l2602 20250904 7229.00 ... 7215.00 7253.00 L
132 l2603 20250904 7213.00 ... 7212.00 7259.00 L
133 l2604 20250904 7220.00 ... 7237.00 7278.00 L
134 l2605 20250904 7234.00 ... 7218.00 7254.00 L
135 l2606 20250904 7227.00 ... 7227.00 7251.00 L
136 l2607 20250904 0.00 ... 7250.00 7250.00 L
137 l2608 20250904 0.00 ... 7255.00 7295.00 L
138 lg2509 20250904 775.50 ... 775.50 778.50 LG
139 lg2511 20250904 797.00 ... 795.50 802.50 LG
140 lg2601 20250904 814.00 ... 815.50 819.00 LG
141 lg2603 20250904 818.00 ... 823.50 824.00 LG
142 lg2605 20250904 822.50 ... 828.50 827.00 LG
143 lg2607 20250904 825.00 ... 829.00 830.00 LG
144 lh2509 20250904 13180.00 ... 13175.00 13215.00 LH
145 lh2511 20250904 13550.00 ... 13410.00 13550.00 LH
146 lh2601 20250904 13885.00 ... 13805.00 13890.00 LH
147 lh2603 20250904 13105.00 ... 13045.00 13095.00 LH
148 lh2605 20250904 13645.00 ... 13580.00 13615.00 LH
149 lh2607 20250904 14280.00 ... 14210.00 14245.00 LH
150 m2509 20250904 3020.00 ... 3004.00 3015.00 M
151 m2511 20250904 3029.00 ... 3032.00 3027.00 M
152 m2512 20250904 3069.00 ... 3075.00 3071.00 M
153 m2601 20250904 3058.00 ... 3063.00 3057.00 M
154 m2603 20250904 2998.00 ... 3002.00 2991.00 M
155 m2605 20250904 2817.00 ... 2817.00 2816.00 M
156 m2607 20250904 2807.00 ... 2803.00 2804.00 M
157 m2608 20250904 2930.00 ... 2929.00 2931.00 M
158 p2509 20250904 9316.00 ... 9352.00 9396.00 P
159 p2510 20250904 9352.00 ... 9358.00 9394.00 P
160 p2511 20250904 9332.00 ... 9340.00 9382.00 P
161 p2512 20250904 9342.00 ... 9354.00 9398.00 P
162 p2601 20250904 9360.00 ... 9376.00 9410.00 P
163 p2602 20250904 9332.00 ... 9354.00 9360.00 P
164 p2603 20250904 9308.00 ... 9298.00 9314.00 P
165 p2604 20250904 9194.00 ... 9224.00 9234.00 P
166 p2605 20250904 9138.00 ... 9156.00 9176.00 P
167 p2606 20250904 9026.00 ... 9066.00 9068.00 P
168 p2607 20250904 8952.00 ... 8968.00 8976.00 P
169 p2608 20250904 8906.00 ... 8930.00 8912.00 P
170 pg2509 20250904 3779.00 ... 3736.00 3734.00 PG
171 pg2510 20250904 4396.00 ... 4383.00 4429.00 PG
172 pg2511 20250904 4332.00 ... 4310.00 4353.00 PG
173 pg2512 20250904 4265.00 ... 4247.00 4291.00 PG
174 pg2601 20250904 4207.00 ... 4186.00 4229.00 PG
175 pg2602 20250904 4144.00 ... 4123.00 4161.00 PG
176 pg2603 20250904 4062.00 ... 4036.00 4074.00 PG
177 pg2604 20250904 4346.00 ... 4361.00 4396.00 PG
178 pg2605 20250904 4311.00 ... 4285.00 4309.00 PG
179 pg2606 20250904 4214.00 ... 4236.00 4253.00 PG
180 pg2607 20250904 4160.00 ... 4177.00 4196.00 PG
181 pg2608 20250904 4148.00 ... 4136.00 4143.00 PG
182 pp2509 20250904 6869.00 ... 6838.00 6869.00 PP
183 pp2510 20250904 6876.00 ... 6876.00 6915.00 PP
184 pp2511 20250904 6898.00 ... 6904.00 6942.00 PP
185 pp2512 20250904 6936.00 ... 6922.00 6960.00 PP
186 pp2601 20250904 6940.00 ... 6930.00 6962.00 PP
187 pp2602 20250904 6910.00 ... 6910.00 6941.00 PP
188 pp2603 20250904 6898.00 ... 6926.00 6943.00 PP
189 pp2604 20250904 6920.00 ... 6937.00 6965.00 PP
190 pp2605 20250904 6946.00 ... 6943.00 6976.00 PP
191 pp2606 20250904 6905.00 ... 6904.00 6949.00 PP
192 pp2607 20250904 6900.00 ... 6897.00 6940.00 PP
193 pp2608 20250904 6903.00 ... 6904.00 6946.00 PP
194 rr2509 20250904 3550.00 ... 3585.00 3558.00 RR
195 rr2510 20250904 3612.00 ... 3610.00 3609.00 RR
196 rr2511 20250904 3610.00 ... 3609.00 3610.00 RR
197 rr2512 20250904 3608.00 ... 3605.00 3605.00 RR
198 rr2601 20250904 3621.00 ... 3620.00 3618.00 RR
199 rr2602 20250904 0.00 ... 3604.00 3604.00 RR
200 rr2603 20250904 0.00 ... 3608.00 3608.00 RR
201 rr2604 20250904 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250904 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250904 3601.00 ... 3601.00 3613.00 RR
204 rr2607 20250904 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250904 0.00 ... 3625.00 3625.00 RR
206 v2509 20250904 4740.00 ... 4713.00 4740.00 V
207 v2510 20250904 4766.00 ... 4761.00 4791.00 V
208 v2511 20250904 4798.00 ... 4793.00 4827.00 V
209 v2512 20250904 4835.00 ... 4827.00 4864.00 V
210 v2601 20250904 4874.00 ... 4870.00 4902.00 V
211 v2602 20250904 4898.00 ... 4903.00 4944.00 V
212 v2603 20250904 4949.00 ... 4939.00 4971.00 V
213 v2604 20250904 5136.00 ... 5132.00 5175.00 V
214 v2605 20250904 5164.00 ... 5172.00 5197.00 V
215 v2606 20250904 5183.00 ... 5200.00 5228.00 V
216 v2607 20250904 5206.00 ... 5232.00 5257.00 V
217 v2608 20250904 5260.00 ... 5261.00 5289.00 V
218 y2509 20250904 8410.00 ... 8410.00 8456.00 Y
219 y2511 20250904 8382.00 ... 8370.00 8390.00 Y
220 y2512 20250904 8402.00 ... 8398.00 8416.00 Y
221 y2601 20250904 8366.00 ... 8348.00 8368.00 Y
222 y2603 20250904 8296.00 ... 8298.00 8328.00 Y
223 y2605 20250904 8066.00 ... 8060.00 8082.00 Y
224 y2607 20250904 8020.00 ... 8022.00 8048.00 Y
225 y2608 20250904 8024.00 ... 8012.00 8058.00 Y
[226 rows x 12 columns]
2025-09-12 18:26:13,827 - future_1d - INFO - ak.get_dce_daily('2025-09-04') done
symbol date open ... settle pre_settle variety
0 IC2509 20250904 6818.000 ... 6607.200 6812.000 IC
1 IC2510 20250904 6760.000 ... 6551.200 6754.000 IC
2 IC2512 20250904 6645.000 ... 6437.200 6646.600 IC
3 IC2603 20250904 6495.200 ... 6291.600 6497.200 IC
4 IF2509 20250904 4437.000 ... 4334.200 4432.800 IF
5 IF2510 20250904 4421.000 ... 4324.800 4426.800 IF
6 IF2512 20250904 4407.000 ... 4307.600 4404.000 IF
7 IF2603 20250904 4380.000 ... 4286.600 4381.400 IF
8 IH2509 20250904 2948.600 ... 2893.400 2944.200 IH
9 IH2510 20250904 2944.000 ... 2892.800 2943.600 IH
10 IH2512 20250904 2945.000 ... 2894.000 2943.800 IH
11 IH2603 20250904 2944.000 ... 2897.000 2946.000 IH
12 IM2509 20250904 7168.000 ... 6974.200 7161.400 IM
13 IM2510 20250904 7095.200 ... 6913.800 7095.600 IM
14 IM2512 20250904 6956.200 ... 6778.800 6960.800 IM
15 IM2603 20250904 6775.000 ... 6604.400 6778.600 IM
16 T2509 20250904 108.290 ... 108.385 108.285 T
17 T2512 20250904 108.245 ... 108.270 108.120 T
18 T2603 20250904 108.000 ... 108.005 107.855 T
19 TF2509 20250904 105.800 ... 105.815 105.795 TF
20 TF2512 20250904 105.780 ... 105.745 105.690 TF
21 TF2603 20250904 105.670 ... 105.645 105.590 TF
22 TL2509 20250904 117.950 ... 117.850 117.230 TL
23 TL2512 20250904 117.450 ... 117.400 117.030 TL
24 TL2603 20250904 117.100 ... 117.050 116.640 TL
25 TS2509 20250904 102.364 ... 102.358 102.368 TS
26 TS2512 20250904 102.454 ... 102.440 102.440 TS
27 TS2603 20250904 102.424 ... 102.396 102.394 TS
[28 rows x 12 columns]
2025-09-12 18:26:14,057 - future_1d - INFO - ak.get_cffex_daily('2025-09-04') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250904 8301.0 8348.0 ... 305639.45 8302.0 8370.0 AP
1 AP511 20250904 8140.0 8185.0 ... 2187.84 8138.0 8189.0 AP
2 AP512 20250904 8135.0 8175.0 ... 284.94 8141.0 8167.0 AP
3 AP601 20250904 8199.0 8249.0 ... 209056.58 8208.0 8239.0 AP
4 AP603 20250904 8113.0 8116.0 ... 97.13 8094.0 8119.0 AP
5 AP604 20250904 8119.0 8119.0 ... 48.57 8095.0 8138.0 AP
6 AP605 20250904 8177.0 8190.0 ... 1215.20 8156.0 8201.0 AP
7 CF509 20250904 13640.0 13650.0 ... 14910.49 13590.0 13575.0 CF
8 CF511 20250904 13860.0 13960.0 ... 197694.30 13865.0 13870.0 CF
9 CF601 20250904 13995.0 14100.0 ... 1583600.06 14000.0 14025.0 CF
10 CF603 20250904 13985.0 14045.0 ... 6883.85 13975.0 13985.0 CF
11 CF605 20250904 13970.0 14030.0 ... 130528.34 13950.0 13980.0 CF
12 CF607 20250904 13975.0 14045.0 ... 510.17 13975.0 13985.0 CF
13 CJ509 20250904 10170.0 10175.0 ... 253.11 9925.0 10145.0 CJ
14 CJ512 20250904 11150.0 11165.0 ... 22101.42 10900.0 11225.0 CJ
15 CJ601 20250904 11310.0 11310.0 ... 1457565.16 11000.0 11335.0 CJ
16 CJ603 20250904 11320.0 11330.0 ... 17291.02 11065.0 11380.0 CJ
17 CJ605 20250904 11470.0 11470.0 ... 220948.79 11150.0 11465.0 CJ
18 CJ607 20250904 11565.0 11575.0 ... 4045.77 11335.0 11610.0 CJ
19 CY509 20250904 20100.0 20100.0 ... 80.40 20100.0 19625.0 CY
20 CY510 20250904 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250904 19970.0 20075.0 ... 98610.75 19990.0 19995.0 CY
22 CY512 20250904 19635.0 19635.0 ... 9.82 19635.0 19935.0 CY
23 CY601 20250904 19945.0 20060.0 ... 729.44 19985.0 20010.0 CY
24 CY602 20250904 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250904 0.0 0.0 ... 0.00 20340.0 20340.0 CY
26 CY604 20250904 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250904 20215.0 20215.0 ... 10.11 20215.0 20305.0 CY
28 CY606 20250904 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250904 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250904 0.0 0.0 ... 0.00 20245.0 20245.0 CY
31 FG509 20250904 945.0 950.0 ... 288.54 943.0 951.0 FG
32 FG510 20250904 1053.0 1063.0 ... 36204.18 1052.0 1059.0 FG
33 FG511 20250904 1047.0 1052.0 ... 166887.44 1043.0 1048.0 FG
34 FG512 20250904 1151.0 1154.0 ... 100655.42 1144.0 1149.0 FG
35 FG601 20250904 1133.0 1148.0 ... 3086576.37 1133.0 1140.0 FG
36 FG602 20250904 1185.0 1198.0 ... 30594.79 1185.0 1192.0 FG
37 FG603 20250904 1199.0 1199.0 ... 1656.02 1186.0 1195.0 FG
38 FG604 20250904 1249.0 1249.0 ... 296.54 1236.0 1245.0 FG
39 FG605 20250904 1232.0 1245.0 ... 63570.16 1233.0 1239.0 FG
40 FG606 20250904 1268.0 1277.0 ... 339.60 1267.0 1271.0 FG
41 FG607 20250904 1268.0 1270.0 ... 539.06 1259.0 1265.0 FG
42 FG608 20250904 1310.0 1310.0 ... 580.37 1301.0 1300.0 FG
43 JR509 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250904 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250904 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250904 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250904 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250904 2220.0 2230.0 ... 1489.27 2223.0 2225.0 MA
53 MA510 20250904 2281.0 2295.0 ... 19835.19 2285.0 2288.0 MA
54 MA511 20250904 2316.0 2323.0 ... 101225.43 2309.0 2317.0 MA
55 MA512 20250904 2351.0 2365.0 ... 76219.58 2352.0 2361.0 MA
56 MA601 20250904 2380.0 2391.0 ... 1027964.14 2380.0 2387.0 MA
57 MA602 20250904 2388.0 2401.0 ... 11764.02 2392.0 2398.0 MA
58 MA603 20250904 2390.0 2404.0 ... 241.75 2394.0 2402.0 MA
59 MA604 20250904 0.0 0.0 ... 0.00 2391.0 2391.0 MA
60 MA605 20250904 2376.0 2391.0 ... 87389.28 2380.0 2385.0 MA
61 MA606 20250904 2386.0 2394.0 ... 11.94 2389.0 2397.0 MA
62 MA607 20250904 2379.0 2390.0 ... 76.23 2382.0 2386.0 MA
63 MA608 20250904 2381.0 2381.0 ... 2.38 2381.0 2385.0 MA
64 OI509 20250904 9832.0 9900.0 ... 79.01 9877.0 9940.0 OI
65 OI511 20250904 9823.0 9861.0 ... 517470.08 9818.0 9863.0 OI
66 OI601 20250904 9712.0 9757.0 ... 2603780.02 9713.0 9759.0 OI
67 OI603 20250904 9653.0 9668.0 ... 6724.16 9620.0 9684.0 OI
68 OI605 20250904 9550.0 9576.0 ... 181276.78 9519.0 9584.0 OI
69 OI607 20250904 9522.0 9526.0 ... 911.57 9495.0 9547.0 OI
70 PF509 20250904 6350.0 6350.0 ... 370.53 6280.0 6350.0 PF
71 PF510 20250904 6396.0 6400.0 ... 147725.78 6358.0 6438.0 PF
72 PF511 20250904 6400.0 6402.0 ... 651491.63 6352.0 6430.0 PF
73 PF512 20250904 6388.0 6390.0 ... 270434.44 6344.0 6412.0 PF
74 PF601 20250904 6428.0 6430.0 ... 42539.55 6384.0 6460.0 PF
75 PF602 20250904 6438.0 6438.0 ... 52819.96 6404.0 6476.0 PF
76 PF603 20250904 6406.0 6408.0 ... 92.82 6402.0 6482.0 PF
77 PF604 20250904 6458.0 6458.0 ... 58.00 6446.0 6516.0 PF
78 PF605 20250904 6468.0 6482.0 ... 129.25 6462.0 6516.0 PF
79 PF606 20250904 6478.0 6518.0 ... 32.37 6474.0 6534.0 PF
80 PF607 20250904 6482.0 6530.0 ... 19.46 6488.0 6552.0 PF
81 PF608 20250904 0.0 0.0 ... 0.00 6514.0 6548.0 PF
82 PK510 20250904 7958.0 7972.0 ... 26694.65 7956.0 7966.0 PK
83 PK511 20250904 7778.0 7802.0 ... 207314.81 7780.0 7794.0 PK
84 PK512 20250904 7802.0 7802.0 ... 55859.11 7778.0 7800.0 PK
85 PK601 20250904 7840.0 7854.0 ... 26028.86 7826.0 7850.0 PK
86 PK603 20250904 7852.0 7852.0 ... 615.35 7840.0 7856.0 PK
87 PK604 20250904 7862.0 7870.0 ... 125.67 7854.0 7874.0 PK
88 PK605 20250904 7862.0 7870.0 ... 3546.88 7856.0 7870.0 PK
89 PL601 20250904 6414.0 6414.0 ... 40485.34 6378.0 6420.0 PL
90 PL602 20250904 6419.0 6419.0 ... 102.60 6413.0 6446.0 PL
91 PL603 20250904 6428.0 6429.0 ... 77.07 6423.0 6466.0 PL
92 PL604 20250904 0.0 0.0 ... 0.00 6475.0 6475.0 PL
93 PL605 20250904 6366.0 6385.0 ... 102.00 6375.0 6403.0 PL
94 PL606 20250904 0.0 0.0 ... 0.00 6438.0 6438.0 PL
95 PL607 20250904 0.0 0.0 ... 0.00 6448.0 6448.0 PL
96 PL608 20250904 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250904 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250904 5818.0 5818.0 ... 278.54 5804.0 5818.0 PR
104 PR510 20250904 5878.0 5878.0 ... 34129.25 5836.0 5900.0 PR
105 PR511 20250904 5884.0 5890.0 ... 894030.69 5828.0 5924.0 PR
106 PR512 20250904 5898.0 5898.0 ... 730192.02 5836.0 5932.0 PR
107 PR601 20250904 5900.0 5902.0 ... 192390.39 5844.0 5926.0 PR
108 PR602 20250904 5898.0 5900.0 ... 114.62 5878.0 5942.0 PR
109 PR603 20250904 5908.0 5912.0 ... 115.04 5900.0 5960.0 PR
110 PR604 20250904 5918.0 5922.0 ... 53.20 5912.0 5986.0 PR
111 PR605 20250904 5922.0 5954.0 ... 79.83 5914.0 5980.0 PR
112 PR606 20250904 5918.0 5982.0 ... 53.44 5938.0 5982.0 PR
113 PR607 20250904 5928.0 5968.0 ... 44.50 5934.0 5986.0 PR
114 PR608 20250904 5920.0 5920.0 ... 8.88 5920.0 5990.0 PR
115 PX509 20250904 0.0 0.0 ... 0.00 6714.0 6714.0 PX
116 PX510 20250904 6806.0 6808.0 ... 37873.27 6702.0 6830.0 PX
117 PX511 20250904 6790.0 6796.0 ... 893469.38 6698.0 6834.0 PX
118 PX512 20250904 6768.0 6768.0 ... 270864.91 6684.0 6814.0 PX
119 PX601 20250904 6748.0 6750.0 ... 203036.17 6670.0 6784.0 PX
120 PX602 20250904 6742.0 6742.0 ... 20414.66 6658.0 6772.0 PX
121 PX603 20250904 6660.0 6660.0 ... 6.66 6660.0 6732.0 PX
122 PX604 20250904 6668.0 6668.0 ... 3.33 6668.0 6766.0 PX
123 PX605 20250904 6710.0 6710.0 ... 726.24 6664.0 6774.0 PX
124 PX606 20250904 6656.0 6656.0 ... 6.64 6640.0 6772.0 PX
125 PX607 20250904 6648.0 6648.0 ... 3.32 6648.0 6750.0 PX
126 PX608 20250904 6652.0 6652.0 ... 3.33 6652.0 6774.0 PX
127 RI509 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250904 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250904 2588.0 2588.0 ... 1254.99 2566.0 2558.0 RM
134 RM511 20250904 2545.0 2559.0 ... 24343.21 2544.0 2551.0 RM
135 RM601 20250904 2516.0 2539.0 ... 771437.85 2524.0 2514.0 RM
136 RM603 20250904 2414.0 2431.0 ... 18022.35 2422.0 2410.0 RM
137 RM605 20250904 2403.0 2416.0 ... 148608.45 2401.0 2400.0 RM
138 RM607 20250904 2392.0 2401.0 ... 14684.87 2389.0 2388.0 RM
139 RM608 20250904 2486.0 2498.0 ... 584.36 2487.0 2478.0 RM
140 RS509 20250904 0.0 0.0 ... 0.00 4804.0 4744.0 RS
141 RS511 20250904 5084.0 5199.0 ... 118.31 5144.0 5080.0 RS
142 RS607 20250904 5479.0 5522.0 ... 77.06 5504.0 5513.0 RS
143 RS608 20250904 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250904 1148.0 1160.0 ... 1853.11 1152.0 1156.0 SA
145 SA510 20250904 1207.0 1211.0 ... 33639.95 1201.0 1206.0 SA
146 SA511 20250904 1212.0 1219.0 ... 239810.92 1206.0 1211.0 SA
147 SA512 20250904 1267.0 1274.0 ... 158323.51 1258.0 1267.0 SA
148 SA601 20250904 1276.0 1283.0 ... 2728485.96 1269.0 1277.0 SA
149 SA602 20250904 1302.0 1313.0 ... 22314.44 1302.0 1305.0 SA
150 SA603 20250904 1308.0 1318.0 ... 3770.98 1301.0 1311.0 SA
151 SA604 20250904 1343.0 1358.0 ... 2482.87 1341.0 1351.0 SA
152 SA605 20250904 1355.0 1363.0 ... 80950.38 1351.0 1356.0 SA
153 SA606 20250904 1354.0 1372.0 ... 568.46 1360.0 1365.0 SA
154 SA607 20250904 1372.0 1374.0 ... 998.69 1364.0 1369.0 SA
155 SA608 20250904 1390.0 1400.0 ... 317.12 1391.0 1394.0 SA
156 SF509 20250904 5308.0 5358.0 ... 835.17 5320.0 5350.0 SF
157 SF510 20250904 5314.0 5370.0 ... 27167.77 5330.0 5362.0 SF
158 SF511 20250904 5482.0 5536.0 ... 400681.47 5492.0 5536.0 SF
159 SF512 20250904 5432.0 5494.0 ... 54154.51 5454.0 5494.0 SF
160 SF601 20250904 5450.0 5500.0 ... 128824.71 5458.0 5498.0 SF
161 SF602 20250904 5430.0 5464.0 ... 14349.72 5426.0 5464.0 SF
162 SF603 20250904 5604.0 5626.0 ... 193.57 5612.0 5646.0 SF
163 SF604 20250904 5590.0 5634.0 ... 16.80 5598.0 5626.0 SF
164 SF605 20250904 5600.0 5634.0 ... 2653.68 5594.0 5628.0 SF
165 SF606 20250904 5544.0 5576.0 ... 41.53 5538.0 5586.0 SF
166 SF607 20250904 5700.0 5734.0 ... 25.66 5704.0 5734.0 SF
167 SF608 20250904 5672.0 5692.0 ... 8.53 5686.0 5706.0 SF
168 SH509 20250904 2500.0 2538.0 ... 194.53 2494.0 2508.0 SH
169 SH510 20250904 2611.0 2629.0 ... 153212.63 2600.0 2628.0 SH
170 SH511 20250904 2650.0 2661.0 ... 813861.79 2634.0 2669.0 SH
171 SH512 20250904 2649.0 2659.0 ... 278045.99 2637.0 2681.0 SH
172 SH601 20250904 2615.0 2622.0 ... 3159076.60 2603.0 2645.0 SH
173 SH602 20250904 2624.0 2630.0 ... 49996.52 2612.0 2651.0 SH
174 SH603 20250904 2635.0 2644.0 ... 3240.89 2628.0 2664.0 SH
175 SH604 20250904 2669.0 2687.0 ... 1017.68 2671.0 2724.0 SH
176 SH605 20250904 2696.0 2703.0 ... 26897.96 2685.0 2723.0 SH
177 SH606 20250904 2703.0 2703.0 ... 193.67 2690.0 2737.0 SH
178 SH607 20250904 2673.0 2693.0 ... 96.44 2679.0 2717.0 SH
179 SH608 20250904 2687.0 2690.0 ... 40.31 2687.0 2729.0 SH
180 SM509 20250904 5608.0 5662.0 ... 4723.16 5630.0 5644.0 SM
181 SM510 20250904 5626.0 5674.0 ... 21242.74 5632.0 5652.0 SM
182 SM511 20250904 5680.0 5752.0 ... 120366.42 5712.0 5734.0 SM
183 SM512 20250904 5692.0 5756.0 ... 65336.30 5718.0 5738.0 SM
184 SM601 20250904 5702.0 5762.0 ... 385953.84 5724.0 5744.0 SM
185 SM602 20250904 5708.0 5770.0 ... 37335.47 5730.0 5752.0 SM
186 SM603 20250904 5718.0 5756.0 ... 54.56 5744.0 5752.0 SM
187 SM604 20250904 5744.0 5756.0 ... 5.75 5750.0 5772.0 SM
188 SM605 20250904 5734.0 5798.0 ... 4171.31 5762.0 5782.0 SM
189 SM606 20250904 5750.0 5796.0 ... 66.42 5776.0 5788.0 SM
190 SM607 20250904 5784.0 5816.0 ... 37.58 5782.0 5810.0 SM
191 SM608 20250904 5796.0 5796.0 ... 2.90 5796.0 5832.0 SM
192 SR509 20250904 5575.0 5579.0 ... 1225.00 5568.0 5609.0 SR
193 SR511 20250904 5585.0 5585.0 ... 168854.17 5558.0 5566.0 SR
194 SR601 20250904 5566.0 5566.0 ... 1015346.48 5540.0 5569.0 SR
195 SR603 20250904 5537.0 5539.0 ... 3918.06 5526.0 5550.0 SR
196 SR605 20250904 5533.0 5538.0 ... 67591.22 5518.0 5539.0 SR
197 SR607 20250904 5528.0 5529.0 ... 2432.82 5517.0 5536.0 SR
198 TA509 20250904 4630.0 4652.0 ... 6248.31 4594.0 4692.0 TA
199 TA510 20250904 4690.0 4702.0 ... 117870.05 4650.0 4730.0 TA
200 TA511 20250904 4706.0 4714.0 ... 393180.82 4660.0 4740.0 TA
201 TA512 20250904 4720.0 4722.0 ... 181827.79 4672.0 4750.0 TA
202 TA601 20250904 4724.0 4730.0 ... 2278656.83 4676.0 4754.0 TA
203 TA602 20250904 4730.0 4736.0 ... 17799.45 4680.0 4764.0 TA
204 TA603 20250904 4740.0 4740.0 ... 256.88 4714.0 4774.0 TA
205 TA604 20250904 4708.0 4708.0 ... 35.22 4696.0 4766.0 TA
206 TA605 20250904 4772.0 4772.0 ... 53037.48 4712.0 4796.0 TA
207 TA606 20250904 4752.0 4752.0 ... 42.46 4718.0 4794.0 TA
208 TA607 20250904 4742.0 4752.0 ... 44.93 4730.0 4804.0 TA
209 TA608 20250904 4770.0 4770.0 ... 23.76 4752.0 4816.0 TA
210 UR509 20250904 1662.0 1665.0 ... 3110.27 1661.0 1670.0 UR
211 UR510 20250904 1677.0 1684.0 ... 6491.66 1679.0 1692.0 UR
212 UR511 20250904 1705.0 1716.0 ... 42695.49 1710.0 1731.0 UR
213 UR512 20250904 1708.0 1718.0 ... 18076.47 1712.0 1734.0 UR
214 UR601 20250904 1712.0 1718.0 ... 520846.89 1713.0 1737.0 UR
215 UR602 20250904 1711.0 1716.0 ... 1286.18 1710.0 1734.0 UR
216 UR603 20250904 1769.0 1769.0 ... 105.84 1764.0 1769.0 UR
217 UR604 20250904 1759.0 1759.0 ... 24.60 1757.0 1767.0 UR
218 UR605 20250904 1758.0 1761.0 ... 19435.75 1754.0 1776.0 UR
219 UR606 20250904 1755.0 1756.0 ... 220.48 1750.0 1764.0 UR
220 UR607 20250904 1777.0 1781.0 ... 305.67 1777.0 1782.0 UR
221 UR608 20250904 1776.0 1776.0 ... 230.43 1773.0 1786.0 UR
222 WH509 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250904 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250904 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:26:14,345 - future_1d - INFO - ak.get_czce_daily('2025-09-04') done
2025-09-12 18:26:20,489 - future_1d - INFO - save future_daily 2025-09-04 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250905 ... 79980 79910 CU
1 1 CU2510 20250905 ... 79940 79980 CU
2 2 CU2511 20250905 ... 79930 79960 CU
3 3 CU2512 20250905 ... 79880 79910 CU
4 4 CU2601 20250905 ... 79900 79870 CU
5 5 CU2602 20250905 ... 79890 79930 CU
6 6 CU2603 20250905 ... 79850 79850 CU
7 7 CU2604 20250905 ... 79890 79910 CU
8 8 CU2605 20250905 ... 80000 79980 CU
9 9 CU2606 20250905 ... 79900 79790 CU
10 10 CU2607 20250905 ... 79880 79820 CU
11 11 CU2608 20250905 ... 79920 79860 CU
12 12 BC2509 20250905 ... 70330 70130 BC
13 13 BC2510 20250905 ... 70890 71020 BC
14 14 BC2511 20250905 ... 70950 71020 BC
15 15 BC2512 20250905 ... 70790 71100 BC
16 16 BC2601 20250905 ... 71280 71280 BC
17 17 BC2602 20250905 ... 70900 70700 BC
18 18 BC2603 20250905 ... 71360 71360 BC
19 19 BC2604 20250905 ... 71200 71200 BC
20 20 BC2605 20250905 ... 71170 71170 BC
21 21 BC2606 20250905 ... 70700 70700 BC
22 22 BC2607 20250905 ... 70900 70600 BC
23 23 BC2608 20250905 ... 70800 70440 BC
24 24 AL2509 20250905 ... 20675 20630 AL
25 25 AL2510 20250905 ... 20670 20635 AL
26 26 AL2511 20250905 ... 20655 20630 AL
27 27 AL2512 20250905 ... 20640 20620 AL
28 28 AL2601 20250905 ... 20625 20615 AL
29 29 AL2602 20250905 ... 20625 20590 AL
30 30 AL2603 20250905 ... 20665 20635 AL
31 31 AL2604 20250905 ... 20700 20665 AL
32 32 AL2605 20250905 ... 20725 20675 AL
33 33 AL2606 20250905 ... 20740 20690 AL
34 34 AL2607 20250905 ... 20750 20720 AL
35 35 AL2608 20250905 ... 20720 20690 AL
36 36 ZN2509 20250905 ... 22070 22085 ZN
37 37 ZN2510 20250905 ... 22115 22135 ZN
38 38 ZN2511 20250905 ... 22115 22140 ZN
39 39 ZN2512 20250905 ... 22120 22170 ZN
40 40 ZN2601 20250905 ... 22125 22135 ZN
41 41 ZN2602 20250905 ... 22165 22110 ZN
42 42 ZN2603 20250905 ... 22175 22140 ZN
43 43 ZN2604 20250905 ... 22165 22180 ZN
44 44 ZN2605 20250905 ... 22185 22185 ZN
45 45 ZN2606 20250905 ... 22220 22160 ZN
46 46 ZN2607 20250905 ... 22225 22190 ZN
47 47 ZN2608 20250905 ... 22205 22185 ZN
48 48 PB2509 20250905 ... 16815 16810 PB
49 49 PB2510 20250905 ... 16880 16865 PB
50 50 PB2511 20250905 ... 16885 16875 PB
51 51 PB2512 20250905 ... 16900 16890 PB
52 52 PB2601 20250905 ... 16910 16880 PB
53 53 PB2602 20250905 ... 16925 16910 PB
54 54 PB2603 20250905 ... 16960 16960 PB
55 55 PB2604 20250905 ... 16995 16995 PB
56 56 PB2605 20250905 ... 16995 17010 PB
57 57 PB2606 20250905 ... 17020 17020 PB
58 58 PB2607 20250905 ... 17065 17050 PB
59 59 PB2608 20250905 ... 17080 17080 PB
60 60 NI2509 20250905 ... 120700 121070 NI
61 61 NI2510 20250905 ... 121100 121510 NI
62 62 NI2511 20250905 ... 121240 121500 NI
63 63 NI2512 20250905 ... 121450 121730 NI
64 64 NI2601 20250905 ... 121700 121950 NI
65 65 NI2602 20250905 ... 121950 122290 NI
66 66 NI2603 20250905 ... 122210 122580 NI
67 67 NI2604 20250905 ... 122410 123220 NI
68 68 NI2605 20250905 ... 122470 122920 NI
69 69 NI2606 20250905 ... 122860 123610 NI
70 70 NI2607 20250905 ... 123070 123650 NI
71 71 NI2608 20250905 ... 123420 123810 NI
72 72 SN2509 20250905 ... 271760 272280 SN
73 73 SN2510 20250905 ... 272250 272800 SN
74 74 SN2511 20250905 ... 272440 273040 SN
75 75 SN2512 20250905 ... 272380 273170 SN
76 76 SN2601 20250905 ... 272240 272850 SN
77 77 SN2602 20250905 ... 271860 272590 SN
78 78 SN2603 20250905 ... 272070 272670 SN
79 79 SN2604 20250905 ... 273030 273030 SN
80 80 SN2605 20250905 ... 273110 272840 SN
81 81 SN2606 20250905 ... 272980 273740 SN
82 82 SN2607 20250905 ... 272930 273700 SN
83 83 SN2608 20250905 ... 272970 274450 SN
84 84 AO2509 20250905 ... 2948 2950 AO
85 85 AO2510 20250905 ... 2968 2962 AO
86 86 AO2511 20250905 ... 2975 2966 AO
87 87 AO2512 20250905 ... 2979 2966 AO
88 88 AO2601 20250905 ... 2985 2973 AO
89 89 AO2602 20250905 ... 2982 2970 AO
90 90 AO2603 20250905 ... 3025 2974 AO
91 91 AO2604 20250905 ... 3029 2988 AO
92 92 AO2605 20250905 ... 3051 2996 AO
93 93 AO2606 20250905 ... 3062 2996 AO
94 94 AO2607 20250905 ... 3075 3002 AO
95 95 AO2608 20250905 ... 3072 2999 AO
96 96 AD2511 20250905 ... 20260 20235 AD
97 97 AD2512 20250905 ... 20295 20270 AD
98 98 AD2601 20250905 ... 20285 20255 AD
99 99 AD2602 20250905 ... 20250 20345 AD
100 100 AD2603 20250905 ... 20310 20310 AD
101 101 AD2604 20250905 ... 20240 20240 AD
102 102 AD2605 20250905 ... 20185 20205 AD
103 103 AD2606 20250905 ... 20155 20155 AD
104 104 AD2607 20250905 ... 20135 20135 AD
105 105 AD2608 20250905 ... 20170 20170 AD
106 106 AU2509 20250905 ... 814.12 816.08 AU
107 107 AU2510 20250905 ... 814.56 816.1 AU
108 108 AU2511 20250905 ... 816.12 817.06 AU
109 109 AU2512 20250905 ... 816.56 817.6 AU
110 110 AU2602 20250905 ... 818.66 819.98 AU
111 111 AU2604 20250905 ... 820.78 822.1 AU
112 112 AU2606 20250905 ... 823.36 824.12 AU
113 113 AU2608 20250905 ... 825.28 826.8 AU
114 114 AG2509 20250905 ... 9760 9786 AG
115 115 AG2510 20250905 ... 9763 9846 AG
116 116 AG2511 20250905 ... 9774 9853 AG
117 117 AG2512 20250905 ... 9786 9856 AG
118 118 AG2601 20250905 ... 9794 9878 AG
119 119 AG2602 20250905 ... 9807 9886 AG
120 120 AG2603 20250905 ... 9822 9909 AG
121 121 AG2604 20250905 ... 9832 9907 AG
122 122 AG2605 20250905 ... 9843 9913 AG
123 123 AG2606 20250905 ... 9860 9924 AG
124 124 AG2607 20250905 ... 9876 9919 AG
125 125 AG2608 20250905 ... 9888 9962 AG
126 126 RB2509 20250905 ... 2967 2961 RB
127 127 RB2510 20250905 ... 3042 3030 RB
128 128 RB2511 20250905 ... 3064 3053 RB
129 129 RB2512 20250905 ... 3110 3093 RB
130 130 RB2601 20250905 ... 3126 3110 RB
131 131 RB2602 20250905 ... 3122 3105 RB
132 132 RB2603 20250905 ... 3139 3125 RB
133 133 RB2604 20250905 ... 3167 3143 RB
134 134 RB2605 20250905 ... 3172 3158 RB
135 135 RB2606 20250905 ... 3185 3174 RB
136 136 RB2607 20250905 ... 3206 3200 RB
137 137 RB2608 20250905 ... 3216 3198 RB
138 138 WR2509 20250905 ... 3342 3342 WR
139 139 WR2510 20250905 ... 3289 3265 WR
140 140 WR2511 20250905 ... 3311 3311 WR
141 141 WR2512 20250905 ... 3349 3349 WR
142 142 WR2601 20250905 ... 3336 3336 WR
143 143 WR2602 20250905 ... 3337 3337 WR
144 144 WR2603 20250905 ... 3435 3435 WR
145 145 WR2604 20250905 ... 3400 3400 WR
146 146 WR2605 20250905 ... 3429 3429 WR
147 147 WR2606 20250905 ... 3375 3375 WR
148 148 WR2607 20250905 ... 3387 3387 WR
149 149 WR2608 20250905 ... 3374 3350 WR
150 150 HC2509 20250905 ... 3377 3371 HC
151 151 HC2510 20250905 ... 3344 3320 HC
152 152 HC2511 20250905 ... 3331 3312 HC
153 153 HC2512 20250905 ... 3341 3321 HC
154 154 HC2601 20250905 ... 3320 3306 HC
155 155 HC2602 20250905 ... 3320 3302 HC
156 156 HC2603 20250905 ... 3325 3311 HC
157 157 HC2604 20250905 ... 3325 3316 HC
158 158 HC2605 20250905 ... 3331 3316 HC
159 159 HC2606 20250905 ... 3326 3314 HC
160 160 HC2607 20250905 ... 3328 3323 HC
161 161 HC2608 20250905 ... 3328 3317 HC
162 162 SS2509 20250905 ... 12730 12835 SS
163 163 SS2510 20250905 ... 12770 12890 SS
164 164 SS2511 20250905 ... 12845 12960 SS
165 165 SS2512 20250905 ... 12880 12995 SS
166 166 SS2601 20250905 ... 12940 13050 SS
167 167 SS2602 20250905 ... 12965 13095 SS
168 168 SS2603 20250905 ... 13030 13175 SS
169 169 SS2604 20250905 ... 13095 13225 SS
170 170 SS2605 20250905 ... 13190 13305 SS
171 171 SS2606 20250905 ... 13260 13360 SS
172 172 SS2607 20250905 ... 13320 13410 SS
173 173 SS2608 20250905 ... 13310 13455 SS
174 174 SC2510 20250905 ... 482.3 483.6 SC
175 175 SC2511 20250905 ... 481.9 484.6 SC
176 176 SC2512 20250905 ... 481.1 484.4 SC
177 177 SC2601 20250905 ... 479.5 483.6 SC
178 178 SC2602 20250905 ... 477.5 482.5 SC
179 179 SC2603 20250905 ... 475.2 480.3 SC
180 180 SC2604 20250905 ... 473.7 478.5 SC
181 181 SC2605 20250905 ... 472.5 475.5 SC
182 182 SC2606 20250905 ... 471.5 475.8 SC
183 183 SC2607 20250905 ... 470.4 473.9 SC
184 184 SC2608 20250905 ... 469 473.8 SC
185 185 SC2609 20250905 ... 467.9 474 SC
186 186 SC2612 20250905 ... 467.1 473.4 SC
187 187 SC2703 20250905 ... 466.8 470.9 SC
188 188 SC2706 20250905 ... 465 466.9 SC
189 189 SC2709 20250905 ... 464.6 468.8 SC
190 190 SC2712 20250905 ... 464.6 466.2 SC
191 191 SC2803 20250905 ... 462.6 468.1 SC
192 192 SC2806 20250905 ... 460.6 466.8 SC
193 193 SC2809 20250905 ... 458 464.1 SC
194 194 LU2510 20250905 ... 3366 3421 LU
195 195 LU2511 20250905 ... 3389 3442 LU
196 196 LU2512 20250905 ... 3386 3440 LU
197 197 LU2601 20250905 ... 3375 3423 LU
198 198 LU2602 20250905 ... 3358 3401 LU
199 199 LU2603 20250905 ... 3351 3403 LU
200 200 LU2604 20250905 ... 3350 3378 LU
201 201 LU2605 20250905 ... 3345 3362 LU
202 202 LU2606 20250905 ... 3337 3366 LU
203 203 LU2607 20250905 ... 3334 3370 LU
204 204 LU2608 20250905 ... 3337 3370 LU
205 205 LU2609 20250905 ... 3318 3360 LU
206 206 FU2510 20250905 ... 2786 2789 FU
207 207 FU2511 20250905 ... 2784 2797 FU
208 208 FU2512 20250905 ... 2763 2783 FU
209 209 FU2601 20250905 ... 2753 2776 FU
210 210 FU2602 20250905 ... 2744 2764 FU
211 211 FU2603 20250905 ... 2736 2753 FU
212 212 FU2604 20250905 ... 2726 2754 FU
213 213 FU2605 20250905 ... 2717 2740 FU
214 214 FU2606 20250905 ... 2714 2733 FU
215 215 FU2607 20250905 ... 2706 2725 FU
216 216 FU2608 20250905 ... 2706 2722 FU
217 217 FU2609 20250905 ... 2693 2705 FU
218 218 BU2509 20250905 ... 3483 3504 BU
219 219 BU2510 20250905 ... 3461 3499 BU
220 220 BU2511 20250905 ... 3430 3477 BU
221 221 BU2512 20250905 ... 3382 3428 BU
222 222 BU2601 20250905 ... 3355 3400 BU
223 223 BU2602 20250905 ... 3356 3404 BU
224 224 BU2603 20250905 ... 3352 3406 BU
225 225 BU2604 20250905 ... 3367 3427 BU
226 226 BU2605 20250905 ... 3361 3404 BU
227 227 BU2606 20250905 ... 3354 3398 BU
228 228 BU2607 20250905 ... 3347 3351 BU
229 229 BU2608 20250905 ... 3340 3378 BU
230 230 BU2609 20250905 ... 3332 3377 BU
231 231 BU2612 20250905 ... 3290 3311 BU
232 232 BU2703 20250905 ... 3287 3300 BU
233 233 BU2706 20250905 ... 3326 3310 BU
234 234 BR2509 20250905 ... 12050 11825 BR
235 235 BR2510 20250905 ... 11965 11800 BR
236 236 BR2511 20250905 ... 11940 11785 BR
237 237 BR2512 20250905 ... 11905 11765 BR
238 238 BR2601 20250905 ... 11900 11765 BR
239 239 BR2602 20250905 ... 11865 11800 BR
240 240 BR2603 20250905 ... 11875 11775 BR
241 241 BR2604 20250905 ... 12050 11885 BR
242 242 BR2605 20250905 ... 12035 11880 BR
243 243 BR2606 20250905 ... 11885 11905 BR
244 244 BR2607 20250905 ... 12285 12110 BR
245 245 BR2608 20250905 ... 12280 12135 BR
246 246 RU2509 20250905 ... 15165 14955 RU
247 247 RU2510 20250905 ... 15210 14965 RU
248 248 RU2511 20250905 ... 15145 14920 RU
249 249 RU2601 20250905 ... 16120 15880 RU
250 250 RU2603 20250905 ... 16130 15920 RU
251 251 RU2604 20250905 ... 16125 15935 RU
252 252 RU2605 20250905 ... 16195 15955 RU
253 253 RU2606 20250905 ... 16330 15900 RU
254 254 RU2607 20250905 ... 16250 15965 RU
255 255 RU2608 20250905 ... 16265 16115 RU
256 256 NR2509 20250905 ... 12790 12650 NR
257 257 NR2510 20250905 ... 12890 12720 NR
258 258 NR2511 20250905 ... 12955 12770 NR
259 259 NR2512 20250905 ... 12990 12810 NR
260 260 NR2601 20250905 ... 13025 12835 NR
261 261 NR2602 20250905 ... 13050 12835 NR
262 262 NR2603 20250905 ... 13010 12840 NR
263 263 NR2604 20250905 ... 13010 12830 NR
264 264 NR2605 20250905 ... 12990 12830 NR
265 265 NR2606 20250905 ... 13000 12870 NR
266 266 NR2607 20250905 ... 12880 12810 NR
267 267 NR2608 20250905 ... 12915 12885 NR
268 268 SP2509 20250905 ... 4988 4972 SP
269 269 SP2510 20250905 ... 5018 4998 SP
270 270 SP2511 20250905 ... 5038 5030 SP
271 271 SP2512 20250905 ... 5056 5044 SP
272 272 SP2601 20250905 ... 5314 5312 SP
273 273 SP2602 20250905 ... 5292 5290 SP
274 274 SP2603 20250905 ... 5308 5306 SP
275 275 SP2604 20250905 ... 5300 5328 SP
276 276 SP2605 20250905 ... 5324 5322 SP
277 277 SP2606 20250905 ... 5310 5310 SP
278 278 SP2607 20250905 ... 5328 5326 SP
279 279 SP2608 20250905 ... 5334 5344 SP
280 280 EC2510 20250905 ... 1318.7 1308.3 EC
281 281 EC2512 20250905 ... 1696 1676.5 EC
282 282 EC2602 20250905 ... 1531.5 1515.1 EC
283 283 EC2604 20250905 ... 1253 1249.5 EC
284 284 EC2606 20250905 ... 1445.6 1434.7 EC
285 285 EC2608 20250905 ... 1607 1603.8 EC
286 286 SC_TAS2510 20250905 ... SC_TAS
287 287 SC_TAS2511 20250905 ... SC_TAS
288 288 SC_TAS2512 20250905 ... SC_TAS
289 289 SC_TAS2601 20250905 ... SC_TAS
[290 rows x 13 columns]
2025-09-12 18:26:28,549 - future_1d - INFO - ak.get_shfe_daily('2025-09-05') done
symbol date open ... settle pre_settle variety
0 PS2509 20250905 55280.0 ... 55930.0 52230.0 PS
1 PS2510 20250905 52425.0 ... 55640.0 52170.0 PS
2 PS2511 20250905 52350.0 ... 54875.0 52055.0 PS
3 PS2512 20250905 54600.0 ... 57355.0 54320.0 PS
4 PS2601 20250905 54460.0 ... 57150.0 54280.0 PS
5 PS2602 20250905 54735.0 ... 56965.0 54405.0 PS
6 PS2603 20250905 55095.0 ... 57685.0 54535.0 PS
7 PS2604 20250905 55205.0 ... 58010.0 54620.0 PS
8 PS2605 20250905 54725.0 ... 57385.0 54510.0 PS
9 PS2606 20250905 56800.0 ... 59380.0 56630.0 PS
10 PS2607 20250905 57000.0 ... 59285.0 56715.0 PS
11 PS2608 20250905 57000.0 ... 59595.0 56760.0 PS
13 SI2509 20250905 8565.0 ... 8690.0 8560.0 SI
14 SI2510 20250905 8525.0 ... 8710.0 8500.0 SI
15 SI2511 20250905 8545.0 ... 8715.0 8505.0 SI
16 SI2512 20250905 8890.0 ... 9075.0 8865.0 SI
17 SI2601 20250905 8880.0 ... 9065.0 8845.0 SI
18 SI2602 20250905 8890.0 ... 8995.0 8865.0 SI
19 SI2603 20250905 9010.0 ... 9115.0 8840.0 SI
20 SI2604 20250905 8970.0 ... 9140.0 8875.0 SI
21 SI2605 20250905 8895.0 ... 9110.0 8890.0 SI
22 SI2606 20250905 8975.0 ... 9180.0 8900.0 SI
23 SI2607 20250905 8940.0 ... 9165.0 8935.0 SI
24 SI2608 20250905 9005.0 ... 9170.0 8935.0 SI
27 LC2509 20250905 73300.0 ... 74640.0 73300.0 LC
28 LC2510 20250905 73240.0 ... 74160.0 73040.0 LC
29 LC2511 20250905 73380.0 ... 74140.0 73240.0 LC
30 LC2512 20250905 73600.0 ... 74240.0 73300.0 LC
31 LC2601 20250905 73500.0 ... 74160.0 73280.0 LC
32 LC2602 20250905 73120.0 ... 74000.0 72920.0 LC
33 LC2603 20250905 72960.0 ... 73740.0 73040.0 LC
34 LC2604 20250905 73280.0 ... 73860.0 73320.0 LC
35 LC2605 20250905 73460.0 ... 73880.0 73160.0 LC
36 LC2606 20250905 72680.0 ... 73780.0 72840.0 LC
37 LC2607 20250905 73080.0 ... 73660.0 72940.0 LC
38 LC2608 20250905 72940.0 ... 74220.0 73020.0 LC
[36 rows x 12 columns]
2025-09-12 18:26:28,748 - future_1d - INFO - ak.get_gfex_daily('2025-09-05') done
symbol date open ... settle pre_settle variety
0 SC2510 20250905 480.2 ... 482.3 483.6 SC
1 SC2511 20250905 482.8 ... 481.9 484.6 SC
2 SC2512 20250905 480.3 ... 481.1 484.4 SC
3 SC2601 20250905 479.6 ... 479.5 483.6 SC
4 SC2602 20250905 478.2 ... 477.5 482.5 SC
5 SC2603 20250905 475.7 ... 475.2 480.3 SC
6 SC2604 20250905 474.2 ... 473.7 478.5 SC
7 SC2605 20250905 471.6 ... 472.5 475.5 SC
8 SC2606 20250905 472 ... 471.5 475.8 SC
9 SC2607 20250905 471.3 ... 470.4 473.9 SC
10 SC2608 20250905 469.4 ... 469 473.8 SC
11 SC2609 20250905 467.5 ... 467.9 474 SC
12 SC2612 20250905 467.5 ... 467.1 473.4 SC
13 SC2703 20250905 467.9 ... 466.8 470.9 SC
14 SC2706 20250905 465 ... 465 466.9 SC
15 SC2709 20250905 464.6 ... 464.6 468.8 SC
16 SC2712 20250905 464.3 ... 464.6 466.2 SC
17 SC2803 20250905 ... 462.6 468.1 SC
18 SC2806 20250905 463 ... 460.6 466.8 SC
19 SC2809 20250905 458.8 ... 458 464.1 SC
21 LU2510 20250905 3392 ... 3366 3421 LU
22 LU2511 20250905 3410 ... 3389 3442 LU
23 LU2512 20250905 3410 ... 3386 3440 LU
24 LU2601 20250905 3396 ... 3375 3423 LU
25 LU2602 20250905 3375 ... 3358 3401 LU
26 LU2603 20250905 3353 ... 3351 3403 LU
27 LU2604 20250905 3350 ... 3350 3378 LU
28 LU2605 20250905 3337 ... 3345 3362 LU
29 LU2606 20250905 3335 ... 3337 3366 LU
30 LU2607 20250905 3334 ... 3334 3370 LU
31 LU2608 20250905 3330 ... 3337 3370 LU
32 LU2609 20250905 3323 ... 3318 3360 LU
34 NR2509 20250905 12600 ... 12790 12650 NR
35 NR2510 20250905 12735 ... 12890 12720 NR
36 NR2511 20250905 12790 ... 12955 12770 NR
37 NR2512 20250905 12830 ... 12990 12810 NR
38 NR2601 20250905 12845 ... 13025 12835 NR
39 NR2602 20250905 12810 ... 13050 12835 NR
40 NR2603 20250905 12820 ... 13010 12840 NR
41 NR2604 20250905 12945 ... 13010 12830 NR
42 NR2605 20250905 12935 ... 12990 12830 NR
43 NR2606 20250905 12870 ... 13000 12870 NR
44 NR2607 20250905 12880 ... 12880 12810 NR
45 NR2608 20250905 12910 ... 12915 12885 NR
47 BC2509 20250905 ... 70330 70130 BC
48 BC2510 20250905 70740 ... 70890 71020 BC
49 BC2511 20250905 70790 ... 70950 71020 BC
50 BC2512 20250905 70790 ... 70790 71100 BC
51 BC2601 20250905 ... 71280 71280 BC
52 BC2602 20250905 ... 70900 70700 BC
53 BC2603 20250905 ... 71360 71360 BC
54 BC2604 20250905 ... 71200 71200 BC
55 BC2605 20250905 ... 71170 71170 BC
56 BC2606 20250905 ... 70700 70700 BC
57 BC2607 20250905 ... 70900 70600 BC
58 BC2608 20250905 ... 70800 70440 BC
60 EC2510 20250905 1300 ... 1318.7 1308.3 EC
61 EC2512 20250905 1670 ... 1696 1676.5 EC
62 EC2602 20250905 1517.2 ... 1531.5 1515.1 EC
63 EC2604 20250905 1246 ... 1253 1249.5 EC
64 EC2606 20250905 1437.5 ... 1445.6 1434.7 EC
65 EC2608 20250905 1582.9 ... 1607 1603.8 EC
68 SC_TAS2510 20250905 ... SC_TAS
69 SC_TAS2511 20250905 ... SC_TAS
70 SC_TAS2512 20250905 ... SC_TAS
71 SC_TAS2601 20250905 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:26:28,818 - future_1d - INFO - ak.get_ine_daily('2025-09-05') done
symbol date open ... settle pre_settle variety
0 a2509 20250905 4070.00 ... 4056.00 4056.00 A
1 a2511 20250905 3975.00 ... 3975.00 3966.00 A
2 a2601 20250905 3969.00 ... 3974.00 3966.00 A
3 a2603 20250905 3968.00 ... 3975.00 3968.00 A
4 a2605 20250905 4017.00 ... 4020.00 4012.00 A
5 a2607 20250905 4009.00 ... 4023.00 4016.00 A
6 b2509 20250905 0.00 ... 3681.00 3681.00 B
7 b2510 20250905 3685.00 ... 3693.00 3695.00 B
8 b2511 20250905 3703.00 ... 3732.00 3728.00 B
9 b2512 20250905 3737.00 ... 3760.00 3761.00 B
10 b2601 20250905 3740.00 ... 3758.00 3759.00 B
11 b2602 20250905 3720.00 ... 3740.00 3745.00 B
12 b2603 20250905 3685.00 ... 3702.00 3699.00 B
13 b2604 20250905 3585.00 ... 3594.00 3602.00 B
14 b2605 20250905 3511.00 ... 3521.00 3528.00 B
15 b2606 20250905 3496.00 ... 3503.00 3512.00 B
16 b2607 20250905 3504.00 ... 3507.00 3516.00 B
17 b2608 20250905 3599.00 ... 3593.00 3604.00 B
18 bb2509 20250905 0.00 ... 136.00 136.00 BB
19 bb2511 20250905 141.35 ... 141.50 142.25 BB
20 bb2601 20250905 145.90 ... 146.30 146.15 BB
21 bb2603 20250905 145.65 ... 145.75 146.40 BB
22 bb2605 20250905 0.00 ... 140.15 140.75 BB
23 bb2607 20250905 0.00 ... 144.95 145.55 BB
24 bz2603 20250905 5984.00 ... 6020.00 5967.00 BZ
25 bz2604 20250905 5973.00 ... 5987.00 5947.00 BZ
26 bz2605 20250905 5995.00 ... 5989.00 5960.00 BZ
27 bz2606 20250905 5991.00 ... 5991.00 5953.00 BZ
28 bz2607 20250905 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250905 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250905 2295.00 ... 2297.00 2315.00 C
31 c2511 20250905 2212.00 ... 2219.00 2200.00 C
32 c2601 20250905 2195.00 ... 2200.00 2187.00 C
33 c2603 20250905 2207.00 ... 2210.00 2200.00 C
34 c2605 20250905 2255.00 ... 2260.00 2249.00 C
35 c2607 20250905 2266.00 ... 2271.00 2261.00 C
36 cs2509 20250905 2490.00 ... 2496.00 2480.00 CS
37 cs2511 20250905 2499.00 ... 2512.00 2492.00 CS
38 cs2601 20250905 2523.00 ... 2537.00 2514.00 CS
39 cs2603 20250905 2530.00 ... 2543.00 2521.00 CS
40 cs2605 20250905 2603.00 ... 2610.00 2593.00 CS
41 cs2607 20250905 2607.00 ... 2610.00 2596.00 CS
42 eb2509 20250905 6936.00 ... 6975.00 6927.00 EB
43 eb2510 20250905 6980.00 ... 7064.00 6992.00 EB
44 eb2511 20250905 6990.00 ... 7077.00 7008.00 EB
45 eb2512 20250905 7020.00 ... 7087.00 7025.00 EB
46 eb2601 20250905 7048.00 ... 7113.00 7062.00 EB
47 eb2602 20250905 7089.00 ... 7136.00 7088.00 EB
48 eb2603 20250905 7137.00 ... 7183.00 7123.00 EB
49 eb2604 20250905 7164.00 ... 7205.00 7152.00 EB
50 eb2605 20250905 7168.00 ... 7222.00 7166.00 EB
51 eb2606 20250905 7195.00 ... 7204.00 7200.00 EB
52 eb2607 20250905 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250905 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250905 4500.00 ... 4428.00 4349.00 EG
55 eg2510 20250905 4343.00 ... 4365.00 4342.00 EG
56 eg2511 20250905 4360.00 ... 4354.00 4346.00 EG
57 eg2512 20250905 4340.00 ... 4350.00 4343.00 EG
58 eg2601 20250905 4357.00 ... 4354.00 4344.00 EG
59 eg2602 20250905 4358.00 ... 4350.00 4351.00 EG
60 eg2603 20250905 4366.00 ... 4365.00 4346.00 EG
61 eg2604 20250905 0.00 ... 4365.00 4365.00 EG
62 eg2605 20250905 4388.00 ... 4383.00 4376.00 EG
63 eg2606 20250905 4376.00 ... 4408.00 4370.00 EG
64 eg2607 20250905 0.00 ... 4447.00 4447.00 EG
65 eg2608 20250905 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250905 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250905 1279.50 ... 1277.00 1278.00 FB
68 fb2511 20250905 1258.00 ... 1253.50 1254.00 FB
69 fb2512 20250905 1255.00 ... 1253.50 1257.50 FB
70 fb2601 20250905 1249.00 ... 1247.00 1252.50 FB
71 fb2602 20250905 1240.50 ... 1241.00 1248.50 FB
72 fb2603 20250905 1246.50 ... 1245.00 1247.50 FB
73 fb2604 20250905 0.00 ... 1259.00 1259.00 FB
74 fb2605 20250905 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250905 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250905 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250905 1214.00 ... 1244.00 1302.50 FB
78 i2509 20250905 844.00 ... 834.00 822.00 I
79 i2510 20250905 810.00 ... 807.50 803.00 I
80 i2511 20250905 805.50 ... 802.50 798.50 I
81 i2512 20250905 800.00 ... 796.50 792.50 I
82 i2601 20250905 789.00 ... 787.00 783.50 I
83 i2602 20250905 785.00 ... 781.00 779.00 I
84 i2603 20250905 780.00 ... 776.00 772.50 I
85 i2604 20250905 775.50 ... 771.00 768.00 I
86 i2605 20250905 766.00 ... 763.00 761.00 I
87 i2606 20250905 761.00 ... 757.50 755.50 I
88 i2607 20250905 756.50 ... 753.00 750.50 I
89 i2608 20250905 751.50 ... 749.00 747.00 I
90 j2509 20250905 1460.00 ... 1512.50 1449.50 J
91 j2510 20250905 1487.50 ... 1517.50 1485.00 J
92 j2511 20250905 1517.50 ... 1548.00 1517.00 J
93 j2512 20250905 1555.50 ... 1579.00 1547.50 J
94 j2601 20250905 1580.00 ... 1616.50 1572.50 J
95 j2602 20250905 1645.50 ... 1649.00 1596.50 J
96 j2603 20250905 1622.50 ... 1673.00 1612.50 J
97 j2604 20250905 1742.00 ... 1741.50 1647.50 J
98 j2605 20250905 1684.50 ... 1720.00 1668.50 J
99 j2606 20250905 0.00 ... 1719.00 1716.50 J
100 j2607 20250905 1775.00 ... 1738.50 1694.00 J
101 j2608 20250905 0.00 ... 1710.50 1691.50 J
102 jd2509 20250905 2920.00 ... 2920.00 2944.00 JD
103 jd2510 20250905 3020.00 ... 2993.00 3016.00 JD
104 jd2511 20250905 3076.00 ... 3028.00 3075.00 JD
105 jd2512 20250905 3229.00 ... 3197.00 3235.00 JD
106 jd2601 20250905 3396.00 ... 3375.00 3412.00 JD
107 jd2602 20250905 3135.00 ... 3121.00 3143.00 JD
108 jd2603 20250905 3145.00 ... 3129.00 3144.00 JD
109 jd2604 20250905 3323.00 ... 3313.00 3331.00 JD
110 jd2605 20250905 3450.00 ... 3444.00 3458.00 JD
111 jd2606 20250905 3260.00 ... 3272.00 3286.00 JD
112 jd2607 20250905 3495.00 ... 3493.00 3497.00 JD
113 jd2608 20250905 3905.00 ... 3899.00 3904.00 JD
114 jm2509 20250905 941.00 ... 956.50 935.00 JM
115 jm2510 20250905 930.00 ... 965.00 932.50 JM
116 jm2511 20250905 989.50 ... 1026.50 990.00 JM
117 jm2512 20250905 1045.00 ... 1088.00 1043.00 JM
118 jm2601 20250905 1095.00 ... 1127.50 1089.50 JM
119 jm2602 20250905 1114.00 ... 1156.50 1106.50 JM
120 jm2603 20250905 1126.00 ... 1170.50 1124.00 JM
121 jm2604 20250905 1136.50 ... 1186.50 1136.00 JM
122 jm2605 20250905 1152.00 ... 1197.50 1139.50 JM
123 jm2606 20250905 1172.50 ... 1206.00 1154.50 JM
124 jm2607 20250905 1175.00 ... 1214.00 1170.50 JM
125 jm2608 20250905 1191.50 ... 1231.00 1176.50 JM
126 l2509 20250905 7165.00 ... 7165.00 7161.00 L
127 l2510 20250905 7212.00 ... 7214.00 7211.00 L
128 l2511 20250905 7219.00 ... 7220.00 7219.00 L
129 l2512 20250905 7224.00 ... 7232.00 7227.00 L
130 l2601 20250905 7225.00 ... 7234.00 7224.00 L
131 l2602 20250905 7208.00 ... 7223.00 7215.00 L
132 l2603 20250905 7214.00 ... 7219.00 7212.00 L
133 l2604 20250905 7229.00 ... 7242.00 7237.00 L
134 l2605 20250905 7214.00 ... 7236.00 7218.00 L
135 l2606 20250905 7227.00 ... 7253.00 7227.00 L
136 l2607 20250905 7241.00 ... 7251.00 7250.00 L
137 l2608 20250905 7254.00 ... 7267.00 7255.00 L
138 lg2509 20250905 780.50 ... 779.50 775.50 LG
139 lg2511 20250905 796.00 ... 797.00 795.50 LG
140 lg2601 20250905 821.00 ... 817.00 815.50 LG
141 lg2603 20250905 825.00 ... 823.50 823.50 LG
142 lg2605 20250905 831.50 ... 829.50 828.50 LG
143 lg2607 20250905 833.00 ... 832.00 829.00 LG
144 lh2509 20250905 13175.00 ... 13165.00 13175.00 LH
145 lh2511 20250905 13365.00 ... 13300.00 13410.00 LH
146 lh2601 20250905 13755.00 ... 13720.00 13805.00 LH
147 lh2603 20250905 13035.00 ... 13010.00 13045.00 LH
148 lh2605 20250905 13555.00 ... 13515.00 13580.00 LH
149 lh2607 20250905 14200.00 ... 14135.00 14210.00 LH
150 m2509 20250905 3000.00 ... 3028.00 3004.00 M
151 m2511 20250905 3007.00 ... 3028.00 3032.00 M
152 m2512 20250905 3054.00 ... 3067.00 3075.00 M
153 m2601 20250905 3043.00 ... 3058.00 3063.00 M
154 m2603 20250905 2984.00 ... 2992.00 3002.00 M
155 m2605 20250905 2803.00 ... 2806.00 2817.00 M
156 m2607 20250905 2795.00 ... 2791.00 2803.00 M
157 m2608 20250905 2919.00 ... 2917.00 2929.00 M
158 p2509 20250905 9358.00 ... 9354.00 9352.00 P
159 p2510 20250905 9354.00 ... 9420.00 9358.00 P
160 p2511 20250905 9348.00 ... 9428.00 9340.00 P
161 p2512 20250905 9352.00 ... 9462.00 9354.00 P
162 p2601 20250905 9382.00 ... 9456.00 9376.00 P
163 p2602 20250905 9368.00 ... 9414.00 9354.00 P
164 p2603 20250905 9310.00 ... 9380.00 9298.00 P
165 p2604 20250905 9248.00 ... 9324.00 9224.00 P
166 p2605 20250905 9158.00 ... 9228.00 9156.00 P
167 p2606 20250905 9058.00 ... 9148.00 9066.00 P
168 p2607 20250905 8960.00 ... 9032.00 8968.00 P
169 p2608 20250905 8930.00 ... 8944.00 8930.00 P
170 pg2509 20250905 3759.00 ... 3759.00 3736.00 PG
171 pg2510 20250905 4361.00 ... 4381.00 4383.00 PG
172 pg2511 20250905 4303.00 ... 4311.00 4310.00 PG
173 pg2512 20250905 4240.00 ... 4248.00 4247.00 PG
174 pg2601 20250905 4174.00 ... 4188.00 4186.00 PG
175 pg2602 20250905 4107.00 ... 4126.00 4123.00 PG
176 pg2603 20250905 4022.00 ... 4036.00 4036.00 PG
177 pg2604 20250905 4364.00 ... 4369.00 4361.00 PG
178 pg2605 20250905 4282.00 ... 4283.00 4285.00 PG
179 pg2606 20250905 4227.00 ... 4227.00 4236.00 PG
180 pg2607 20250905 4179.00 ... 4167.00 4177.00 PG
181 pg2608 20250905 0.00 ... 4136.00 4136.00 PG
182 pp2509 20250905 6838.00 ... 6832.00 6838.00 PP
183 pp2510 20250905 6888.00 ... 6887.00 6876.00 PP
184 pp2511 20250905 6909.00 ... 6917.00 6904.00 PP
185 pp2512 20250905 6920.00 ... 6940.00 6922.00 PP
186 pp2601 20250905 6939.00 ... 6951.00 6930.00 PP
187 pp2602 20250905 6907.00 ... 6933.00 6910.00 PP
188 pp2603 20250905 6914.00 ... 6929.00 6926.00 PP
189 pp2604 20250905 6938.00 ... 6953.00 6937.00 PP
190 pp2605 20250905 6945.00 ... 6969.00 6943.00 PP
191 pp2606 20250905 6907.00 ... 6935.00 6904.00 PP
192 pp2607 20250905 6916.00 ... 6914.00 6897.00 PP
193 pp2608 20250905 6920.00 ... 6922.00 6904.00 PP
194 rr2509 20250905 0.00 ... 3585.00 3585.00 RR
195 rr2510 20250905 3610.00 ... 3612.00 3610.00 RR
196 rr2511 20250905 3611.00 ... 3613.00 3609.00 RR
197 rr2512 20250905 3602.00 ... 3605.00 3605.00 RR
198 rr2601 20250905 3619.00 ... 3620.00 3620.00 RR
199 rr2602 20250905 3603.00 ... 3605.00 3604.00 RR
200 rr2603 20250905 3612.00 ... 3612.00 3608.00 RR
201 rr2604 20250905 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250905 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250905 0.00 ... 3602.00 3601.00 RR
204 rr2607 20250905 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250905 0.00 ... 3625.00 3625.00 RR
206 v2509 20250905 4713.00 ... 4727.00 4713.00 V
207 v2510 20250905 4786.00 ... 4781.00 4761.00 V
208 v2511 20250905 4803.00 ... 4818.00 4793.00 V
209 v2512 20250905 4835.00 ... 4861.00 4827.00 V
210 v2601 20250905 4880.00 ... 4886.00 4870.00 V
211 v2602 20250905 4914.00 ... 4921.00 4903.00 V
212 v2603 20250905 4952.00 ... 4957.00 4939.00 V
213 v2604 20250905 5152.00 ... 5174.00 5132.00 V
214 v2605 20250905 5192.00 ... 5191.00 5172.00 V
215 v2606 20250905 5215.00 ... 5232.00 5200.00 V
216 v2607 20250905 5249.00 ... 5263.00 5232.00 V
217 v2608 20250905 5274.00 ... 5288.00 5261.00 V
218 y2509 20250905 8400.00 ... 8420.00 8410.00 Y
219 y2511 20250905 8366.00 ... 8424.00 8370.00 Y
220 y2512 20250905 8392.00 ... 8446.00 8398.00 Y
221 y2601 20250905 8340.00 ... 8400.00 8348.00 Y
222 y2603 20250905 8296.00 ... 8326.00 8298.00 Y
223 y2605 20250905 8052.00 ... 8092.00 8060.00 Y
224 y2607 20250905 8008.00 ... 8052.00 8022.00 Y
225 y2608 20250905 8038.00 ... 8056.00 8012.00 Y
[226 rows x 12 columns]
2025-09-12 18:26:29,407 - future_1d - INFO - ak.get_dce_daily('2025-09-05') done
symbol date open ... settle pre_settle variety
0 IC2509 20250905 6667.000 ... 6876.800 6607.200 IC
1 IC2510 20250905 6624.000 ... 6831.200 6551.200 IC
2 IC2512 20250905 6499.200 ... 6719.600 6437.200 IC
3 IC2603 20250905 6338.000 ... 6576.200 6291.600 IC
4 IF2509 20250905 4351.200 ... 4450.600 4334.200 IF
5 IF2510 20250905 4342.400 ... 4446.200 4324.800 IF
6 IF2512 20250905 4325.000 ... 4427.200 4307.600 IF
7 IF2603 20250905 4302.600 ... 4410.200 4286.600 IF
8 IH2509 20250905 2904.800 ... 2939.200 2893.400 IH
9 IH2510 20250905 2901.200 ... 2938.800 2892.800 IH
10 IH2512 20250905 2903.800 ... 2938.400 2894.000 IH
11 IH2603 20250905 2906.000 ... 2942.400 2897.000 IH
12 IM2509 20250905 7021.400 ... 7206.200 6974.200 IM
13 IM2510 20250905 6969.000 ... 7151.600 6913.800 IM
14 IM2512 20250905 6828.200 ... 7015.400 6778.800 IM
15 IM2603 20250905 6636.000 ... 6843.000 6604.400 IM
16 T2509 20250905 108.310 ... 108.055 108.385 T
17 T2512 20250905 108.200 ... 107.920 108.270 T
18 T2603 20250905 107.925 ... 107.670 108.005 T
19 TF2509 20250905 105.730 ... 105.690 105.815 TF
20 TF2512 20250905 105.680 ... 105.580 105.745 TF
21 TF2603 20250905 105.615 ... 105.505 105.645 TF
22 TL2509 20250905 117.620 ... 116.740 117.850 TL
23 TL2512 20250905 117.150 ... 116.300 117.400 TL
24 TL2603 20250905 117.000 ... 115.950 117.050 TL
25 TS2509 20250905 102.304 ... 102.344 102.358 TS
26 TS2512 20250905 102.426 ... 102.388 102.440 TS
27 TS2603 20250905 102.390 ... 102.356 102.396 TS
[28 rows x 12 columns]
2025-09-12 18:26:29,642 - future_1d - INFO - ak.get_cffex_daily('2025-09-05') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250905 8285.0 8395.0 ... 238664.01 8328.0 8302.0 AP
1 AP511 20250905 8120.0 8230.0 ... 3597.06 8179.0 8138.0 AP
2 AP512 20250905 8160.0 8219.0 ... 261.34 8167.0 8141.0 AP
3 AP601 20250905 8226.0 8300.0 ... 215008.96 8249.0 8208.0 AP
4 AP603 20250905 8102.0 8174.0 ... 73.31 8145.0 8094.0 AP
5 AP604 20250905 8187.0 8187.0 ... 8.19 8187.0 8095.0 AP
6 AP605 20250905 8173.0 8240.0 ... 1196.74 8197.0 8156.0 AP
7 CF509 20250905 13565.0 13580.0 ... 14820.69 13565.0 13590.0 CF
8 CF511 20250905 13885.0 13905.0 ... 173526.91 13860.0 13865.0 CF
9 CF601 20250905 14010.0 14030.0 ... 1292368.73 13985.0 14000.0 CF
10 CF603 20250905 13960.0 13985.0 ... 1763.76 13945.0 13975.0 CF
11 CF605 20250905 13950.0 13975.0 ... 95803.96 13930.0 13950.0 CF
12 CF607 20250905 13940.0 13975.0 ... 585.48 13940.0 13975.0 CF
13 CJ509 20250905 9910.0 10025.0 ... 338.54 9955.0 9925.0 CJ
14 CJ512 20250905 10885.0 10970.0 ... 4511.15 10925.0 10900.0 CJ
15 CJ601 20250905 10970.0 11035.0 ... 533839.84 10990.0 11000.0 CJ
16 CJ603 20250905 11000.0 11085.0 ... 6719.88 11045.0 11065.0 CJ
17 CJ605 20250905 11105.0 11175.0 ... 71750.00 11130.0 11150.0 CJ
18 CJ607 20250905 11255.0 11330.0 ... 1591.65 11290.0 11335.0 CJ
19 CY509 20250905 20200.0 20200.0 ... 484.80 20200.0 20100.0 CY
20 CY510 20250905 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250905 19960.0 20010.0 ... 114486.47 19975.0 19990.0 CY
22 CY512 20250905 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250905 19975.0 20005.0 ... 749.14 19975.0 19985.0 CY
24 CY602 20250905 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250905 0.0 0.0 ... 0.00 20340.0 20340.0 CY
26 CY604 20250905 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250905 0.0 0.0 ... 0.00 20230.0 20215.0 CY
28 CY606 20250905 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250905 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250905 0.0 0.0 ... 0.00 20245.0 20245.0 CY
31 FG509 20250905 950.0 996.0 ... 569.51 969.0 943.0 FG
32 FG510 20250905 1056.0 1107.0 ... 77239.91 1080.0 1052.0 FG
33 FG511 20250905 1042.0 1102.0 ... 242032.61 1070.0 1043.0 FG
34 FG512 20250905 1149.0 1204.0 ... 105130.41 1170.0 1144.0 FG
35 FG601 20250905 1141.0 1200.0 ... 5627248.91 1166.0 1133.0 FG
36 FG602 20250905 1192.0 1251.0 ... 33346.18 1216.0 1185.0 FG
37 FG603 20250905 1193.0 1254.0 ... 2482.73 1221.0 1186.0 FG
38 FG604 20250905 1248.0 1302.0 ... 522.23 1274.0 1236.0 FG
39 FG605 20250905 1237.0 1300.0 ... 133109.67 1267.0 1233.0 FG
40 FG606 20250905 1274.0 1327.0 ... 1111.88 1302.0 1267.0 FG
41 FG607 20250905 1262.0 1322.0 ... 2168.71 1302.0 1259.0 FG
42 FG608 20250905 1300.0 1345.0 ... 1077.24 1323.0 1301.0 FG
43 JR509 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250905 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250905 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250905 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250905 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250905 2231.0 2260.0 ... 1928.73 2243.0 2223.0 MA
53 MA510 20250905 2288.0 2321.0 ... 36624.97 2308.0 2285.0 MA
54 MA511 20250905 2311.0 2354.0 ... 132394.36 2332.0 2309.0 MA
55 MA512 20250905 2351.0 2397.0 ... 80797.45 2374.0 2352.0 MA
56 MA601 20250905 2381.0 2424.0 ... 1645665.06 2403.0 2380.0 MA
57 MA602 20250905 2392.0 2433.0 ... 20307.40 2412.0 2392.0 MA
58 MA603 20250905 2397.0 2433.0 ... 224.88 2418.0 2394.0 MA
59 MA604 20250905 2403.0 2426.0 ... 14.46 2411.0 2391.0 MA
60 MA605 20250905 2383.0 2417.0 ... 133833.05 2398.0 2380.0 MA
61 MA606 20250905 2401.0 2420.0 ... 26.52 2411.0 2389.0 MA
62 MA607 20250905 2385.0 2402.0 ... 105.39 2395.0 2382.0 MA
63 MA608 20250905 2387.0 2408.0 ... 26.39 2399.0 2381.0 MA
64 OI509 20250905 9950.0 9950.0 ... 497.50 9950.0 9877.0 OI
65 OI511 20250905 9847.0 9966.0 ... 488126.24 9887.0 9818.0 OI
66 OI601 20250905 9725.0 9837.0 ... 2381825.32 9763.0 9713.0 OI
67 OI603 20250905 9617.0 9712.0 ... 3584.99 9637.0 9620.0 OI
68 OI605 20250905 9510.0 9601.0 ... 158836.79 9527.0 9519.0 OI
69 OI607 20250905 9487.0 9547.0 ... 786.00 9470.0 9495.0 OI
70 PF509 20250905 6280.0 6284.0 ... 331.55 6256.0 6280.0 PF
71 PF510 20250905 6330.0 6358.0 ... 93470.28 6332.0 6358.0 PF
72 PF511 20250905 6328.0 6346.0 ... 608979.26 6322.0 6352.0 PF
73 PF512 20250905 6318.0 6338.0 ... 326535.74 6314.0 6344.0 PF
74 PF601 20250905 6370.0 6386.0 ... 30673.76 6366.0 6384.0 PF
75 PF602 20250905 6380.0 6400.0 ... 97289.78 6372.0 6404.0 PF
76 PF603 20250905 6404.0 6404.0 ... 31.92 6384.0 6402.0 PF
77 PF604 20250905 0.0 0.0 ... 0.00 6446.0 6446.0 PF
78 PF605 20250905 6446.0 6446.0 ... 28.98 6440.0 6462.0 PF
79 PF606 20250905 0.0 0.0 ... 0.00 6474.0 6474.0 PF
80 PF607 20250905 6456.0 6494.0 ... 48.45 6460.0 6488.0 PF
81 PF608 20250905 6456.0 6478.0 ... 38.82 6470.0 6514.0 PF
82 PK510 20250905 7966.0 7988.0 ... 29219.32 7970.0 7956.0 PK
83 PK511 20250905 7792.0 7836.0 ... 232328.72 7818.0 7780.0 PK
84 PK512 20250905 7784.0 7826.0 ... 48245.69 7812.0 7778.0 PK
85 PK601 20250905 7820.0 7856.0 ... 25190.10 7844.0 7826.0 PK
86 PK603 20250905 7854.0 7856.0 ... 94.24 7854.0 7840.0 PK
87 PK604 20250905 7866.0 7874.0 ... 70.79 7866.0 7854.0 PK
88 PK605 20250905 7872.0 7888.0 ... 2277.01 7880.0 7856.0 PK
89 PL601 20250905 6378.0 6425.0 ... 26053.98 6398.0 6378.0 PL
90 PL602 20250905 6425.0 6459.0 ... 128.72 6436.0 6413.0 PL
91 PL603 20250905 6462.0 6476.0 ... 77.49 6458.0 6423.0 PL
92 PL604 20250905 0.0 0.0 ... 0.00 6475.0 6475.0 PL
93 PL605 20250905 6381.0 6402.0 ... 127.78 6389.0 6375.0 PL
94 PL606 20250905 6424.0 6424.0 ... 12.85 6424.0 6438.0 PL
95 PL607 20250905 6464.0 6464.0 ... 12.93 6464.0 6448.0 PL
96 PL608 20250905 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250905 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250905 5650.0 5696.0 ... 980.63 5620.0 5804.0 PR
104 PR510 20250905 5836.0 5846.0 ... 27387.32 5822.0 5836.0 PR
105 PR511 20250905 5818.0 5844.0 ... 331962.79 5822.0 5828.0 PR
106 PR512 20250905 5830.0 5854.0 ... 194654.50 5830.0 5836.0 PR
107 PR601 20250905 5840.0 5860.0 ... 150775.37 5836.0 5844.0 PR
108 PR602 20250905 5864.0 5864.0 ... 52.75 5862.0 5878.0 PR
109 PR603 20250905 5878.0 5908.0 ... 132.61 5894.0 5900.0 PR
110 PR604 20250905 5898.0 5906.0 ... 35.38 5896.0 5912.0 PR
111 PR605 20250905 5910.0 5944.0 ... 177.26 5910.0 5914.0 PR
112 PR606 20250905 5906.0 5968.0 ... 88.90 5928.0 5938.0 PR
113 PR607 20250905 5918.0 5932.0 ... 115.55 5926.0 5934.0 PR
114 PR608 20250905 5918.0 5926.0 ... 115.51 5924.0 5920.0 PR
115 PX509 20250905 0.0 0.0 ... 0.00 6704.0 6714.0 PX
116 PX510 20250905 6698.0 6738.0 ... 23023.90 6704.0 6702.0 PX
117 PX511 20250905 6682.0 6728.0 ... 616334.44 6688.0 6698.0 PX
118 PX512 20250905 6662.0 6710.0 ... 197875.21 6670.0 6684.0 PX
119 PX601 20250905 6642.0 6690.0 ... 134563.81 6654.0 6670.0 PX
120 PX602 20250905 6640.0 6680.0 ... 11329.26 6646.0 6658.0 PX
121 PX603 20250905 6636.0 6636.0 ... 6.64 6636.0 6660.0 PX
122 PX604 20250905 6650.0 6650.0 ... 6.65 6650.0 6668.0 PX
123 PX605 20250905 6626.0 6684.0 ... 233.13 6662.0 6664.0 PX
124 PX606 20250905 0.0 0.0 ... 0.00 6668.0 6640.0 PX
125 PX607 20250905 6670.0 6670.0 ... 3.34 6670.0 6648.0 PX
126 PX608 20250905 0.0 0.0 ... 0.00 6670.0 6652.0 PX
127 RI509 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250905 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250905 2579.0 2585.0 ... 642.90 2582.0 2566.0 RM
134 RM511 20250905 2534.0 2563.0 ... 17550.78 2546.0 2544.0 RM
135 RM601 20250905 2514.0 2556.0 ... 934779.72 2536.0 2524.0 RM
136 RM603 20250905 2407.0 2433.0 ... 15164.52 2424.0 2422.0 RM
137 RM605 20250905 2384.0 2405.0 ... 147596.53 2396.0 2401.0 RM
138 RM607 20250905 2378.0 2393.0 ... 22128.45 2385.0 2389.0 RM
139 RM608 20250905 2481.0 2488.0 ... 151.28 2480.0 2487.0 RM
140 RS509 20250905 0.0 0.0 ... 0.00 4824.0 4804.0 RS
141 RS511 20250905 5254.0 5254.0 ... 125.19 5216.0 5144.0 RS
142 RS607 20250905 5492.0 5600.0 ... 187.90 5527.0 5504.0 RS
143 RS608 20250905 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250905 1150.0 1185.0 ... 895.12 1159.0 1152.0 SA
145 SA510 20250905 1206.0 1229.0 ... 72080.37 1214.0 1201.0 SA
146 SA511 20250905 1206.0 1242.0 ... 354046.45 1222.0 1206.0 SA
147 SA512 20250905 1266.0 1302.0 ... 271169.90 1280.0 1258.0 SA
148 SA601 20250905 1275.0 1311.0 ... 3744782.89 1288.0 1269.0 SA
149 SA602 20250905 1303.0 1343.0 ... 36036.90 1312.0 1302.0 SA
150 SA603 20250905 1310.0 1348.0 ... 3645.74 1328.0 1301.0 SA
151 SA604 20250905 1352.0 1389.0 ... 919.27 1372.0 1341.0 SA
152 SA605 20250905 1356.0 1394.0 ... 124433.11 1370.0 1351.0 SA
153 SA606 20250905 1366.0 1401.0 ... 1069.59 1385.0 1360.0 SA
154 SA607 20250905 1366.0 1400.0 ... 3079.30 1390.0 1364.0 SA
155 SA608 20250905 1398.0 1412.0 ... 2441.60 1406.0 1391.0 SA
156 SF509 20250905 5338.0 5472.0 ... 913.40 5424.0 5320.0 SF
157 SF510 20250905 5340.0 5492.0 ... 70071.14 5414.0 5330.0 SF
158 SF511 20250905 5510.0 5674.0 ... 592885.87 5584.0 5492.0 SF
159 SF512 20250905 5468.0 5628.0 ... 90557.63 5534.0 5454.0 SF
160 SF601 20250905 5470.0 5634.0 ... 233692.05 5550.0 5458.0 SF
161 SF602 20250905 5424.0 5596.0 ... 22536.29 5512.0 5426.0 SF
162 SF603 20250905 5626.0 5760.0 ... 1083.41 5688.0 5612.0 SF
163 SF604 20250905 5620.0 5728.0 ... 82.41 5684.0 5598.0 SF
164 SF605 20250905 5606.0 5724.0 ... 5456.02 5654.0 5594.0 SF
165 SF606 20250905 5580.0 5690.0 ... 863.59 5644.0 5538.0 SF
166 SF607 20250905 5720.0 5822.0 ... 52.09 5788.0 5704.0 SF
167 SF608 20250905 5708.0 5738.0 ... 17.18 5728.0 5686.0 SF
168 SH509 20250905 0.0 0.0 ... 0.00 2495.0 2494.0 SH
169 SH510 20250905 2598.0 2620.0 ... 112602.99 2595.0 2600.0 SH
170 SH511 20250905 2633.0 2652.0 ... 741039.69 2623.0 2634.0 SH
171 SH512 20250905 2633.0 2656.0 ... 261543.05 2633.0 2637.0 SH
172 SH601 20250905 2602.0 2622.0 ... 3413838.96 2606.0 2603.0 SH
173 SH602 20250905 2610.0 2631.0 ... 72469.99 2616.0 2612.0 SH
174 SH603 20250905 2635.0 2647.0 ... 1911.38 2633.0 2628.0 SH
175 SH604 20250905 2690.0 2694.0 ... 482.43 2680.0 2671.0 SH
176 SH605 20250905 2680.0 2712.0 ... 25589.28 2692.0 2685.0 SH
177 SH606 20250905 2708.0 2711.0 ... 178.02 2697.0 2690.0 SH
178 SH607 20250905 2681.0 2698.0 ... 56.38 2685.0 2679.0 SH
179 SH608 20250905 2686.0 2710.0 ... 24.26 2695.0 2687.0 SH
180 SM509 20250905 5628.0 5768.0 ... 1718.10 5670.0 5630.0 SM
181 SM510 20250905 5664.0 5806.0 ... 36692.06 5736.0 5632.0 SM
182 SM511 20250905 5740.0 5890.0 ... 238423.41 5800.0 5712.0 SM
183 SM512 20250905 5742.0 5896.0 ... 88923.70 5816.0 5718.0 SM
184 SM601 20250905 5742.0 5904.0 ... 737202.52 5816.0 5724.0 SM
185 SM602 20250905 5760.0 5908.0 ... 111844.22 5808.0 5730.0 SM
186 SM603 20250905 5756.0 5920.0 ... 153.02 5886.0 5744.0 SM
187 SM604 20250905 5768.0 5930.0 ... 70.27 5856.0 5750.0 SM
188 SM605 20250905 5788.0 5938.0 ... 10072.20 5842.0 5762.0 SM
189 SM606 20250905 5784.0 5918.0 ... 64.10 5828.0 5776.0 SM
190 SM607 20250905 5828.0 5944.0 ... 114.39 5866.0 5782.0 SM
191 SM608 20250905 5832.0 5956.0 ... 29.57 5914.0 5796.0 SM
192 SR509 20250905 5550.0 5550.0 ... 831.60 5544.0 5568.0 SR
193 SR511 20250905 5549.0 5572.0 ... 202902.95 5532.0 5558.0 SR
194 SR601 20250905 5526.0 5537.0 ... 1036699.10 5522.0 5540.0 SR
195 SR603 20250905 5517.0 5522.0 ... 4060.45 5509.0 5526.0 SR
196 SR605 20250905 5515.0 5519.0 ... 54381.46 5506.0 5518.0 SR
197 SR607 20250905 5511.0 5518.0 ... 3550.73 5505.0 5517.0 SR
198 TA509 20250905 4578.0 4578.0 ... 29397.45 4528.0 4594.0 TA
199 TA510 20250905 4628.0 4644.0 ... 98964.24 4620.0 4650.0 TA
200 TA511 20250905 4640.0 4658.0 ... 264156.65 4632.0 4660.0 TA
201 TA512 20250905 4648.0 4670.0 ... 98827.42 4644.0 4672.0 TA
202 TA601 20250905 4658.0 4680.0 ... 1432021.54 4656.0 4676.0 TA
203 TA602 20250905 4662.0 4688.0 ... 11052.76 4666.0 4680.0 TA
204 TA603 20250905 4674.0 4702.0 ... 133.36 4680.0 4714.0 TA
205 TA604 20250905 4700.0 4700.0 ... 9.40 4700.0 4696.0 TA
206 TA605 20250905 4688.0 4716.0 ... 39060.58 4692.0 4712.0 TA
207 TA606 20250905 4692.0 4722.0 ... 25.84 4700.0 4718.0 TA
208 TA607 20250905 4710.0 4726.0 ... 9.41 4704.0 4730.0 TA
209 TA608 20250905 4722.0 4722.0 ... 4.72 4716.0 4752.0 TA
210 UR509 20250905 1662.0 1680.0 ... 237.58 1673.0 1661.0 UR
211 UR510 20250905 1681.0 1695.0 ... 4018.63 1681.0 1679.0 UR
212 UR511 20250905 1700.0 1719.0 ... 33630.79 1714.0 1710.0 UR
213 UR512 20250905 1715.0 1721.0 ... 13217.86 1717.0 1712.0 UR
214 UR601 20250905 1718.0 1722.0 ... 558936.76 1718.0 1713.0 UR
215 UR602 20250905 1712.0 1720.0 ... 277.96 1716.0 1710.0 UR
216 UR603 20250905 1759.0 1762.0 ... 119.61 1759.0 1764.0 UR
217 UR604 20250905 1763.0 1764.0 ... 42.31 1763.0 1757.0 UR
218 UR605 20250905 1757.0 1762.0 ... 19767.50 1757.0 1754.0 UR
219 UR606 20250905 1743.0 1758.0 ... 175.48 1755.0 1750.0 UR
220 UR607 20250905 1770.0 1783.0 ... 56.83 1776.0 1777.0 UR
221 UR608 20250905 1773.0 1779.0 ... 39.06 1775.0 1773.0 UR
222 WH509 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250905 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250905 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:26:29,913 - future_1d - INFO - ak.get_czce_daily('2025-09-05') done
2025-09-12 18:26:43,025 - future_1d - INFO - save future_daily 2025-09-05 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250908 ... 79710 79980 CU
1 1 CU2510 20250908 ... 79730 79940 CU
2 2 CU2511 20250908 ... 79690 79930 CU
3 3 CU2512 20250908 ... 79660 79880 CU
4 4 CU2601 20250908 ... 79620 79900 CU
5 5 CU2602 20250908 ... 79620 79890 CU
6 6 CU2603 20250908 ... 79620 79850 CU
7 7 CU2604 20250908 ... 79640 79890 CU
8 8 CU2605 20250908 ... 79680 80000 CU
9 9 CU2606 20250908 ... 79640 79900 CU
10 10 CU2607 20250908 ... 79680 79880 CU
11 11 CU2608 20250908 ... 79710 79920 CU
12 12 BC2509 20250908 ... 70330 70330 BC
13 13 BC2510 20250908 ... 70780 70890 BC
14 14 BC2511 20250908 ... 70810 70950 BC
15 15 BC2512 20250908 ... 70790 70790 BC
16 16 BC2601 20250908 ... 70810 71280 BC
17 17 BC2602 20250908 ... 70900 70900 BC
18 18 BC2603 20250908 ... 70820 71360 BC
19 19 BC2604 20250908 ... 71200 71200 BC
20 20 BC2605 20250908 ... 71170 71170 BC
21 21 BC2606 20250908 ... 70700 70700 BC
22 22 BC2607 20250908 ... 70900 70900 BC
23 23 BC2608 20250908 ... 70800 70800 BC
24 24 AL2509 20250908 ... 20690 20675 AL
25 25 AL2510 20250908 ... 20710 20670 AL
26 26 AL2511 20250908 ... 20695 20655 AL
27 27 AL2512 20250908 ... 20670 20640 AL
28 28 AL2601 20250908 ... 20655 20625 AL
29 29 AL2602 20250908 ... 20650 20625 AL
30 30 AL2603 20250908 ... 20685 20665 AL
31 31 AL2604 20250908 ... 20700 20700 AL
32 32 AL2605 20250908 ... 20750 20725 AL
33 33 AL2606 20250908 ... 20735 20740 AL
34 34 AL2607 20250908 ... 20755 20750 AL
35 35 AL2608 20250908 ... 20755 20720 AL
36 36 ZN2509 20250908 ... 22185 22070 ZN
37 37 ZN2510 20250908 ... 22245 22115 ZN
38 38 ZN2511 20250908 ... 22235 22115 ZN
39 39 ZN2512 20250908 ... 22240 22120 ZN
40 40 ZN2601 20250908 ... 22250 22125 ZN
41 41 ZN2602 20250908 ... 22235 22165 ZN
42 42 ZN2603 20250908 ... 22275 22175 ZN
43 43 ZN2604 20250908 ... 22270 22165 ZN
44 44 ZN2605 20250908 ... 22285 22185 ZN
45 45 ZN2606 20250908 ... 22310 22220 ZN
46 46 ZN2607 20250908 ... 22340 22225 ZN
47 47 ZN2608 20250908 ... 22315 22205 ZN
48 48 PB2509 20250908 ... 16835 16815 PB
49 49 PB2510 20250908 ... 16890 16880 PB
50 50 PB2511 20250908 ... 16890 16885 PB
51 51 PB2512 20250908 ... 16905 16900 PB
52 52 PB2601 20250908 ... 16915 16910 PB
53 53 PB2602 20250908 ... 16925 16925 PB
54 54 PB2603 20250908 ... 16960 16960 PB
55 55 PB2604 20250908 ... 16995 16995 PB
56 56 PB2605 20250908 ... 16995 16995 PB
57 57 PB2606 20250908 ... 17015 17020 PB
58 58 PB2607 20250908 ... 17020 17065 PB
59 59 PB2608 20250908 ... 17060 17080 PB
60 60 NI2509 20250908 ... 121240 120700 NI
61 61 NI2510 20250908 ... 121510 121100 NI
62 62 NI2511 20250908 ... 121660 121240 NI
63 63 NI2512 20250908 ... 121870 121450 NI
64 64 NI2601 20250908 ... 122130 121700 NI
65 65 NI2602 20250908 ... 122430 121950 NI
66 66 NI2603 20250908 ... 122760 122210 NI
67 67 NI2604 20250908 ... 122950 122410 NI
68 68 NI2605 20250908 ... 122930 122470 NI
69 69 NI2606 20250908 ... 123420 122860 NI
70 70 NI2607 20250908 ... 123570 123070 NI
71 71 NI2608 20250908 ... 123860 123420 NI
72 72 SN2509 20250908 ... 270130 271760 SN
73 73 SN2510 20250908 ... 271110 272250 SN
74 74 SN2511 20250908 ... 271190 272440 SN
75 75 SN2512 20250908 ... 270980 272380 SN
76 76 SN2601 20250908 ... 270710 272240 SN
77 77 SN2602 20250908 ... 271430 271860 SN
78 78 SN2603 20250908 ... 271600 272070 SN
79 79 SN2604 20250908 ... 270450 273030 SN
80 80 SN2605 20250908 ... 271370 273110 SN
81 81 SN2606 20250908 ... 273640 272980 SN
82 82 SN2607 20250908 ... 272320 272930 SN
83 83 SN2608 20250908 ... 272080 272970 SN
84 84 AO2509 20250908 ... 2917 2948 AO
85 85 AO2510 20250908 ... 2945 2968 AO
86 86 AO2511 20250908 ... 2955 2975 AO
87 87 AO2512 20250908 ... 2959 2979 AO
88 88 AO2601 20250908 ... 2965 2985 AO
89 89 AO2602 20250908 ... 2968 2982 AO
90 90 AO2603 20250908 ... 3028 3025 AO
91 91 AO2604 20250908 ... 3036 3029 AO
92 92 AO2605 20250908 ... 3049 3051 AO
93 93 AO2606 20250908 ... 3065 3062 AO
94 94 AO2607 20250908 ... 3075 3075 AO
95 95 AO2608 20250908 ... 3088 3072 AO
96 96 AD2511 20250908 ... 20305 20260 AD
97 97 AD2512 20250908 ... 20325 20295 AD
98 98 AD2601 20250908 ... 20285 20285 AD
99 99 AD2602 20250908 ... 20280 20250 AD
100 100 AD2603 20250908 ... 20295 20310 AD
101 101 AD2604 20250908 ... 20240 20240 AD
102 102 AD2605 20250908 ... 20210 20185 AD
103 103 AD2606 20250908 ... 20155 20155 AD
104 104 AD2607 20250908 ... 20150 20135 AD
105 105 AD2608 20250908 ... 20170 20170 AD
106 106 AU2509 20250908 ... 819.72 814.12 AU
107 107 AU2510 20250908 ... 821.36 814.56 AU
108 108 AU2511 20250908 ... 822.48 816.12 AU
109 109 AU2512 20250908 ... 823.34 816.56 AU
110 110 AU2602 20250908 ... 825.52 818.66 AU
111 111 AU2604 20250908 ... 827.56 820.78 AU
112 112 AU2606 20250908 ... 829.82 823.36 AU
113 113 AU2608 20250908 ... 832.16 825.28 AU
114 114 AG2509 20250908 ... 9778 9760 AG
115 115 AG2510 20250908 ... 9809 9763 AG
116 116 AG2511 20250908 ... 9826 9774 AG
117 117 AG2512 20250908 ... 9831 9786 AG
118 118 AG2601 20250908 ... 9845 9794 AG
119 119 AG2602 20250908 ... 9853 9807 AG
120 120 AG2603 20250908 ... 9874 9822 AG
121 121 AG2604 20250908 ... 9880 9832 AG
122 122 AG2605 20250908 ... 9895 9843 AG
123 123 AG2606 20250908 ... 9916 9860 AG
124 124 AG2607 20250908 ... 9932 9876 AG
125 125 AG2608 20250908 ... 9935 9888 AG
126 126 RB2509 20250908 ... 2949 2967 RB
127 127 RB2510 20250908 ... 3035 3042 RB
128 128 RB2511 20250908 ... 3054 3064 RB
129 129 RB2512 20250908 ... 3097 3110 RB
130 130 RB2601 20250908 ... 3123 3126 RB
131 131 RB2602 20250908 ... 3126 3122 RB
132 132 RB2603 20250908 ... 3140 3139 RB
133 133 RB2604 20250908 ... 3158 3167 RB
134 134 RB2605 20250908 ... 3170 3172 RB
135 135 RB2606 20250908 ... 3188 3185 RB
136 136 RB2607 20250908 ... 3203 3206 RB
137 137 RB2608 20250908 ... 3219 3216 RB
138 138 WR2509 20250908 ... 3342 3342 WR
139 139 WR2510 20250908 ... 3283 3289 WR
140 140 WR2511 20250908 ... 3365 3311 WR
141 141 WR2512 20250908 ... 3349 3349 WR
142 142 WR2601 20250908 ... 3376 3336 WR
143 143 WR2602 20250908 ... 3337 3337 WR
144 144 WR2603 20250908 ... 3435 3435 WR
145 145 WR2604 20250908 ... 3400 3400 WR
146 146 WR2605 20250908 ... 3429 3429 WR
147 147 WR2606 20250908 ... 3375 3375 WR
148 148 WR2607 20250908 ... 3387 3387 WR
149 149 WR2608 20250908 ... 3414 3374 WR
150 150 HC2509 20250908 ... 3396 3377 HC
151 151 HC2510 20250908 ... 3365 3344 HC
152 152 HC2511 20250908 ... 3354 3331 HC
153 153 HC2512 20250908 ... 3344 3341 HC
154 154 HC2601 20250908 ... 3335 3320 HC
155 155 HC2602 20250908 ... 3337 3320 HC
156 156 HC2603 20250908 ... 3339 3325 HC
157 157 HC2604 20250908 ... 3341 3325 HC
158 158 HC2605 20250908 ... 3345 3331 HC
159 159 HC2606 20250908 ... 3353 3326 HC
160 160 HC2607 20250908 ... 3347 3328 HC
161 161 HC2608 20250908 ... 3350 3328 HC
162 162 SS2509 20250908 ... 12730 12730 SS
163 163 SS2510 20250908 ... 12830 12770 SS
164 164 SS2511 20250908 ... 12895 12845 SS
165 165 SS2512 20250908 ... 12935 12880 SS
166 166 SS2601 20250908 ... 12995 12940 SS
167 167 SS2602 20250908 ... 13035 12965 SS
168 168 SS2603 20250908 ... 13115 13030 SS
169 169 SS2604 20250908 ... 13185 13095 SS
170 170 SS2605 20250908 ... 13250 13190 SS
171 171 SS2606 20250908 ... 13285 13260 SS
172 172 SS2607 20250908 ... 13350 13320 SS
173 173 SS2608 20250908 ... 13395 13310 SS
174 174 SC2510 20250908 ... 476.2 482.3 SC
175 175 SC2511 20250908 ... 477.2 481.9 SC
176 176 SC2512 20250908 ... 476.7 481.1 SC
177 177 SC2601 20250908 ... 474.2 479.5 SC
178 178 SC2602 20250908 ... 472.6 477.5 SC
179 179 SC2603 20250908 ... 472.2 475.2 SC
180 180 SC2604 20250908 ... 470 473.7 SC
181 181 SC2605 20250908 ... 469.8 472.5 SC
182 182 SC2606 20250908 ... 469.2 471.5 SC
183 183 SC2607 20250908 ... 466.6 470.4 SC
184 184 SC2608 20250908 ... 463.1 469 SC
185 185 SC2609 20250908 ... 463.7 467.9 SC
186 186 SC2612 20250908 ... 459.9 467.1 SC
187 187 SC2703 20250908 ... 466.8 466.8 SC
188 188 SC2706 20250908 ... 457.5 465 SC
189 189 SC2709 20250908 ... 461.1 464.6 SC
190 190 SC2712 20250908 ... 464.6 464.6 SC
191 191 SC2803 20250908 ... 459.2 462.6 SC
192 192 SC2806 20250908 ... 457.3 460.6 SC
193 193 SC2809 20250908 ... 459 458 SC
194 194 LU2510 20250908 ... 3339 3366 LU
195 195 LU2511 20250908 ... 3362 3389 LU
196 196 LU2512 20250908 ... 3355 3386 LU
197 197 LU2601 20250908 ... 3345 3375 LU
198 198 LU2602 20250908 ... 3345 3358 LU
199 199 LU2603 20250908 ... 3325 3351 LU
200 200 LU2604 20250908 ... 3308 3350 LU
201 201 LU2605 20250908 ... 3328 3345 LU
202 202 LU2606 20250908 ... 3309 3337 LU
203 203 LU2607 20250908 ... 3308 3334 LU
204 204 LU2608 20250908 ... 3319 3337 LU
205 205 LU2609 20250908 ... 3317 3318 LU
206 206 FU2510 20250908 ... 2781 2786 FU
207 207 FU2511 20250908 ... 2772 2784 FU
208 208 FU2512 20250908 ... 2748 2763 FU
209 209 FU2601 20250908 ... 2735 2753 FU
210 210 FU2602 20250908 ... 2719 2744 FU
211 211 FU2603 20250908 ... 2704 2736 FU
212 212 FU2604 20250908 ... 2708 2726 FU
213 213 FU2605 20250908 ... 2691 2717 FU
214 214 FU2606 20250908 ... 2688 2714 FU
215 215 FU2607 20250908 ... 2682 2706 FU
216 216 FU2608 20250908 ... 2677 2706 FU
217 217 FU2609 20250908 ... 2657 2693 FU
218 218 BU2509 20250908 ... 3448 3483 BU
219 219 BU2510 20250908 ... 3443 3461 BU
220 220 BU2511 20250908 ... 3417 3430 BU
221 221 BU2512 20250908 ... 3371 3382 BU
222 222 BU2601 20250908 ... 3345 3355 BU
223 223 BU2602 20250908 ... 3348 3356 BU
224 224 BU2603 20250908 ... 3347 3352 BU
225 225 BU2604 20250908 ... 3332 3367 BU
226 226 BU2605 20250908 ... 3353 3361 BU
227 227 BU2606 20250908 ... 3343 3354 BU
228 228 BU2607 20250908 ... 3341 3347 BU
229 229 BU2608 20250908 ... 3316 3340 BU
230 230 BU2609 20250908 ... 3324 3332 BU
231 231 BU2612 20250908 ... 3286 3290 BU
232 232 BU2703 20250908 ... 3293 3287 BU
233 233 BU2706 20250908 ... 3294 3326 BU
234 234 BR2509 20250908 ... 12090 12050 BR
235 235 BR2510 20250908 ... 12025 11965 BR
236 236 BR2511 20250908 ... 12010 11940 BR
237 237 BR2512 20250908 ... 11970 11905 BR
238 238 BR2601 20250908 ... 11975 11900 BR
239 239 BR2602 20250908 ... 11990 11865 BR
240 240 BR2603 20250908 ... 12000 11875 BR
241 241 BR2604 20250908 ... 12055 12050 BR
242 242 BR2605 20250908 ... 12055 12035 BR
243 243 BR2606 20250908 ... 12015 11885 BR
244 244 BR2607 20250908 ... 12165 12285 BR
245 245 BR2608 20250908 ... 12205 12280 BR
246 246 RU2509 20250908 ... 15310 15165 RU
247 247 RU2510 20250908 ... 15325 15210 RU
248 248 RU2511 20250908 ... 15260 15145 RU
249 249 RU2601 20250908 ... 16245 16120 RU
250 250 RU2603 20250908 ... 16250 16130 RU
251 251 RU2604 20250908 ... 16255 16125 RU
252 252 RU2605 20250908 ... 16280 16195 RU
253 253 RU2606 20250908 ... 16310 16330 RU
254 254 RU2607 20250908 ... 16340 16250 RU
255 255 RU2608 20250908 ... 16380 16265 RU
256 256 NR2509 20250908 ... 12890 12790 NR
257 257 NR2510 20250908 ... 12975 12890 NR
258 258 NR2511 20250908 ... 13030 12955 NR
259 259 NR2512 20250908 ... 13065 12990 NR
260 260 NR2601 20250908 ... 13090 13025 NR
261 261 NR2602 20250908 ... 13100 13050 NR
262 262 NR2603 20250908 ... 13055 13010 NR
263 263 NR2604 20250908 ... 13045 13010 NR
264 264 NR2605 20250908 ... 13050 12990 NR
265 265 NR2606 20250908 ... 13085 13000 NR
266 266 NR2607 20250908 ... 13095 12880 NR
267 267 NR2608 20250908 ... 13100 12915 NR
268 268 SP2509 20250908 ... 4956 4988 SP
269 269 SP2510 20250908 ... 4988 5018 SP
270 270 SP2511 20250908 ... 5016 5038 SP
271 271 SP2512 20250908 ... 5028 5056 SP
272 272 SP2601 20250908 ... 5284 5314 SP
273 273 SP2602 20250908 ... 5260 5292 SP
274 274 SP2603 20250908 ... 5274 5308 SP
275 275 SP2604 20250908 ... 5274 5300 SP
276 276 SP2605 20250908 ... 5294 5324 SP
277 277 SP2606 20250908 ... 5300 5310 SP
278 278 SP2607 20250908 ... 5294 5328 SP
279 279 SP2608 20250908 ... 5304 5334 SP
280 280 EC2510 20250908 ... 1281.1 1318.7 EC
281 281 EC2512 20250908 ... 1666.1 1696 EC
282 282 EC2602 20250908 ... 1512.9 1531.5 EC
283 283 EC2604 20250908 ... 1246 1253 EC
284 284 EC2606 20250908 ... 1433.1 1445.6 EC
285 285 EC2608 20250908 ... 1603.9 1607 EC
286 289 SC_TAS2510 20250908 ... SC_TAS
287 290 SC_TAS2511 20250908 ... SC_TAS
288 291 SC_TAS2512 20250908 ... SC_TAS
289 292 SC_TAS2601 20250908 ... SC_TAS
[290 rows x 13 columns]
2025-09-12 18:26:49,103 - future_1d - INFO - ak.get_shfe_daily('2025-09-08') done
symbol date open ... settle pre_settle variety
0 PS2509 20250908 55930.0 ... 55960.0 55930.0 PS
1 PS2510 20250908 56000.0 ... 55690.0 55640.0 PS
2 PS2511 20250908 56080.0 ... 55595.0 54875.0 PS
3 PS2512 20250908 58220.0 ... 57845.0 57355.0 PS
4 PS2601 20250908 58400.0 ... 57690.0 57150.0 PS
5 PS2602 20250908 58230.0 ... 57830.0 56965.0 PS
6 PS2603 20250908 58500.0 ... 57970.0 57685.0 PS
7 PS2604 20250908 58255.0 ... 57845.0 58010.0 PS
8 PS2605 20250908 58805.0 ... 57825.0 57385.0 PS
9 PS2606 20250908 61050.0 ... 59920.0 59380.0 PS
10 PS2607 20250908 60010.0 ... 60045.0 59285.0 PS
11 PS2608 20250908 60000.0 ... 59980.0 59595.0 PS
13 SI2509 20250908 0.0 ... 8690.0 8690.0 SI
14 SI2510 20250908 8790.0 ... 8560.0 8710.0 SI
15 SI2511 20250908 8740.0 ... 8545.0 8715.0 SI
16 SI2512 20250908 9095.0 ... 8915.0 9075.0 SI
17 SI2601 20250908 9050.0 ... 8900.0 9065.0 SI
18 SI2602 20250908 9015.0 ... 8900.0 8995.0 SI
19 SI2603 20250908 9000.0 ... 8930.0 9115.0 SI
20 SI2604 20250908 9025.0 ... 8930.0 9140.0 SI
21 SI2605 20250908 9130.0 ... 8950.0 9110.0 SI
22 SI2606 20250908 9025.0 ... 8940.0 9180.0 SI
23 SI2607 20250908 9010.0 ... 8965.0 9165.0 SI
24 SI2608 20250908 9000.0 ... 8930.0 9170.0 SI
27 LC2509 20250908 73880.0 ... 74200.0 74640.0 LC
28 LC2510 20250908 74100.0 ... 74460.0 74160.0 LC
29 LC2511 20250908 73840.0 ... 74860.0 74140.0 LC
30 LC2512 20250908 74580.0 ... 74840.0 74240.0 LC
31 LC2601 20250908 74000.0 ... 74860.0 74160.0 LC
32 LC2602 20250908 74480.0 ... 74560.0 74000.0 LC
33 LC2603 20250908 74080.0 ... 74480.0 73740.0 LC
34 LC2604 20250908 74480.0 ... 74600.0 73860.0 LC
35 LC2605 20250908 74260.0 ... 74820.0 73880.0 LC
36 LC2606 20250908 74200.0 ... 74760.0 73780.0 LC
37 LC2607 20250908 74700.0 ... 74640.0 73660.0 LC
38 LC2608 20250908 74200.0 ... 74960.0 74220.0 LC
[36 rows x 12 columns]
2025-09-12 18:26:49,348 - future_1d - INFO - ak.get_gfex_daily('2025-09-08') done
symbol date open ... settle pre_settle variety
0 SC2510 20250908 475.6 ... 476.2 482.3 SC
1 SC2511 20250908 476 ... 477.2 481.9 SC
2 SC2512 20250908 474.8 ... 476.7 481.1 SC
3 SC2601 20250908 473.7 ... 474.2 479.5 SC
4 SC2602 20250908 474 ... 472.6 477.5 SC
5 SC2603 20250908 472 ... 472.2 475.2 SC
6 SC2604 20250908 467.5 ... 470 473.7 SC
7 SC2605 20250908 468.9 ... 469.8 472.5 SC
8 SC2606 20250908 468 ... 469.2 471.5 SC
9 SC2607 20250908 462.6 ... 466.6 470.4 SC
10 SC2608 20250908 466.6 ... 463.1 469 SC
11 SC2609 20250908 463.8 ... 463.7 467.9 SC
12 SC2612 20250908 459.9 ... 459.9 467.1 SC
13 SC2703 20250908 ... 466.8 466.8 SC
14 SC2706 20250908 456.9 ... 457.5 465 SC
15 SC2709 20250908 461.1 ... 461.1 464.6 SC
16 SC2712 20250908 ... 464.6 464.6 SC
17 SC2803 20250908 459.2 ... 459.2 462.6 SC
18 SC2806 20250908 454.9 ... 457.3 460.6 SC
19 SC2809 20250908 457.5 ... 459 458 SC
21 LU2510 20250908 3345 ... 3339 3366 LU
22 LU2511 20250908 3352 ... 3362 3389 LU
23 LU2512 20250908 3349 ... 3355 3386 LU
24 LU2601 20250908 3356 ... 3345 3375 LU
25 LU2602 20250908 3330 ... 3345 3358 LU
26 LU2603 20250908 3323 ... 3325 3351 LU
27 LU2604 20250908 3316 ... 3308 3350 LU
28 LU2605 20250908 3310 ... 3328 3345 LU
29 LU2606 20250908 3308 ... 3309 3337 LU
30 LU2607 20250908 3326 ... 3308 3334 LU
31 LU2608 20250908 3325 ... 3319 3337 LU
32 LU2609 20250908 3302 ... 3317 3318 LU
34 NR2509 20250908 12890 ... 12890 12790 NR
35 NR2510 20250908 13075 ... 12975 12890 NR
36 NR2511 20250908 13100 ... 13030 12955 NR
37 NR2512 20250908 13120 ... 13065 12990 NR
38 NR2601 20250908 13190 ... 13090 13025 NR
39 NR2602 20250908 13195 ... 13100 13050 NR
40 NR2603 20250908 13120 ... 13055 13010 NR
41 NR2604 20250908 13100 ... 13045 13010 NR
42 NR2605 20250908 13095 ... 13050 12990 NR
43 NR2606 20250908 13080 ... 13085 13000 NR
44 NR2607 20250908 13125 ... 13095 12880 NR
45 NR2608 20250908 13110 ... 13100 12915 NR
47 BC2509 20250908 ... 70330 70330 BC
48 BC2510 20250908 71190 ... 70780 70890 BC
49 BC2511 20250908 71240 ... 70810 70950 BC
50 BC2512 20250908 ... 70790 70790 BC
51 BC2601 20250908 71000 ... 70810 71280 BC
52 BC2602 20250908 ... 70900 70900 BC
53 BC2603 20250908 70820 ... 70820 71360 BC
54 BC2604 20250908 ... 71200 71200 BC
55 BC2605 20250908 ... 71170 71170 BC
56 BC2606 20250908 ... 70700 70700 BC
57 BC2607 20250908 ... 70900 70900 BC
58 BC2608 20250908 ... 70800 70800 BC
60 EC2510 20250908 1305 ... 1281.1 1318.7 EC
61 EC2512 20250908 1690 ... 1666.1 1696 EC
62 EC2602 20250908 1529.8 ... 1512.9 1531.5 EC
63 EC2604 20250908 1252.5 ... 1246 1253 EC
64 EC2606 20250908 1434.3 ... 1433.1 1445.6 EC
65 EC2608 20250908 1604.4 ... 1603.9 1607 EC
69 SC_TAS2510 20250908 ... SC_TAS
70 SC_TAS2511 20250908 ... SC_TAS
71 SC_TAS2512 20250908 ... SC_TAS
72 SC_TAS2601 20250908 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:26:49,426 - future_1d - INFO - ak.get_ine_daily('2025-09-08') done
symbol date open ... settle pre_settle variety
0 a2509 20250908 0.00 ... 4067.00 4056.00 A
1 a2511 20250908 3971.00 ... 3973.00 3975.00 A
2 a2601 20250908 3978.00 ... 3973.00 3974.00 A
3 a2603 20250908 3978.00 ... 3974.00 3975.00 A
4 a2605 20250908 4021.00 ... 4019.00 4020.00 A
5 a2607 20250908 4024.00 ... 4023.00 4023.00 A
6 b2509 20250908 0.00 ... 3681.00 3681.00 B
7 b2510 20250908 3733.00 ... 3730.00 3693.00 B
8 b2511 20250908 3755.00 ... 3765.00 3732.00 B
9 b2512 20250908 3784.00 ... 3790.00 3760.00 B
10 b2601 20250908 3778.00 ... 3784.00 3758.00 B
11 b2602 20250908 3758.00 ... 3768.00 3740.00 B
12 b2603 20250908 3717.00 ... 3714.00 3702.00 B
13 b2604 20250908 3603.00 ... 3600.00 3594.00 B
14 b2605 20250908 3531.00 ... 3526.00 3521.00 B
15 b2606 20250908 3509.00 ... 3500.00 3503.00 B
16 b2607 20250908 3512.00 ... 3506.00 3507.00 B
17 b2608 20250908 3600.00 ... 3597.00 3593.00 B
18 bb2509 20250908 0.00 ... 136.00 136.00 BB
19 bb2511 20250908 140.45 ... 141.20 141.50 BB
20 bb2601 20250908 147.20 ... 146.90 146.30 BB
21 bb2603 20250908 0.00 ... 146.35 145.75 BB
22 bb2605 20250908 0.00 ... 140.70 140.15 BB
23 bb2607 20250908 0.00 ... 145.50 144.95 BB
24 bz2603 20250908 6010.00 ... 6013.00 6020.00 BZ
25 bz2604 20250908 5995.00 ... 5998.00 5987.00 BZ
26 bz2605 20250908 6013.00 ... 6012.00 5989.00 BZ
27 bz2606 20250908 0.00 ... 5991.00 5991.00 BZ
28 bz2607 20250908 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250908 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250908 2297.00 ... 2285.00 2297.00 C
31 c2511 20250908 2227.00 ... 2226.00 2219.00 C
32 c2601 20250908 2208.00 ... 2203.00 2200.00 C
33 c2603 20250908 2211.00 ... 2212.00 2210.00 C
34 c2605 20250908 2265.00 ... 2266.00 2260.00 C
35 c2607 20250908 2273.00 ... 2274.00 2271.00 C
36 cs2509 20250908 2498.00 ... 2502.00 2496.00 CS
37 cs2511 20250908 2519.00 ... 2523.00 2512.00 CS
38 cs2601 20250908 2543.00 ... 2540.00 2537.00 CS
39 cs2603 20250908 2548.00 ... 2547.00 2543.00 CS
40 cs2605 20250908 2616.00 ... 2617.00 2610.00 CS
41 cs2607 20250908 2616.00 ... 2620.00 2610.00 CS
42 eb2509 20250908 7019.00 ... 6962.00 6975.00 EB
43 eb2510 20250908 7089.00 ... 7062.00 7064.00 EB
44 eb2511 20250908 7091.00 ... 7072.00 7077.00 EB
45 eb2512 20250908 7096.00 ... 7080.00 7087.00 EB
46 eb2601 20250908 7146.00 ... 7108.00 7113.00 EB
47 eb2602 20250908 7146.00 ... 7136.00 7136.00 EB
48 eb2603 20250908 7177.00 ... 7167.00 7183.00 EB
49 eb2604 20250908 7184.00 ... 7193.00 7205.00 EB
50 eb2605 20250908 7210.00 ... 7207.00 7222.00 EB
51 eb2606 20250908 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250908 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250908 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250908 4399.00 ... 4386.00 4428.00 EG
55 eg2510 20250908 4387.00 ... 4383.00 4365.00 EG
56 eg2511 20250908 4369.00 ... 4372.00 4354.00 EG
57 eg2512 20250908 4365.00 ... 4354.00 4350.00 EG
58 eg2601 20250908 4358.00 ... 4344.00 4354.00 EG
59 eg2602 20250908 4357.00 ... 4357.00 4350.00 EG
60 eg2603 20250908 4360.00 ... 4349.00 4365.00 EG
61 eg2604 20250908 4382.00 ... 4372.00 4365.00 EG
62 eg2605 20250908 4366.00 ... 4372.00 4383.00 EG
63 eg2606 20250908 4371.00 ... 4371.00 4408.00 EG
64 eg2607 20250908 4384.00 ... 4384.00 4447.00 EG
65 eg2608 20250908 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250908 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250908 1276.50 ... 1274.50 1277.00 FB
68 fb2511 20250908 1255.00 ... 1258.50 1253.50 FB
69 fb2512 20250908 1257.00 ... 1257.50 1253.50 FB
70 fb2601 20250908 1245.00 ... 1249.50 1247.00 FB
71 fb2602 20250908 1241.00 ... 1241.50 1241.00 FB
72 fb2603 20250908 1237.00 ... 1245.00 1245.00 FB
73 fb2604 20250908 1255.00 ... 1255.00 1259.00 FB
74 fb2605 20250908 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250908 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250908 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250908 1305.50 ... 1291.50 1244.00 FB
78 i2509 20250908 849.50 ... 835.00 834.00 I
79 i2510 20250908 809.50 ... 810.50 807.50 I
80 i2511 20250908 807.50 ... 805.00 802.50 I
81 i2512 20250908 801.00 ... 798.50 796.50 I
82 i2601 20250908 791.00 ... 789.00 787.00 I
83 i2602 20250908 785.00 ... 783.00 781.00 I
84 i2603 20250908 779.50 ... 778.00 776.00 I
85 i2604 20250908 775.50 ... 773.50 771.00 I
86 i2605 20250908 765.00 ... 764.50 763.00 I
87 i2606 20250908 761.50 ... 759.50 757.50 I
88 i2607 20250908 757.00 ... 754.50 753.00 I
89 i2608 20250908 754.50 ... 750.50 749.00 I
90 j2509 20250908 0.00 ... 1512.50 1512.50 J
91 j2510 20250908 1547.00 ... 1526.50 1517.50 J
92 j2511 20250908 1577.50 ... 1555.00 1548.00 J
93 j2512 20250908 1601.50 ... 1593.50 1579.00 J
94 j2601 20250908 1640.50 ... 1617.00 1616.50 J
95 j2602 20250908 1631.00 ... 1631.50 1649.00 J
96 j2603 20250908 1659.50 ... 1659.50 1673.00 J
97 j2604 20250908 1730.50 ... 1716.00 1741.50 J
98 j2605 20250908 1747.00 ... 1733.50 1720.00 J
99 j2606 20250908 0.00 ... 1719.00 1719.00 J
100 j2607 20250908 0.00 ... 1738.50 1738.50 J
101 j2608 20250908 0.00 ... 1710.50 1710.50 J
102 jd2509 20250908 3051.00 ... 3072.00 2920.00 JD
103 jd2510 20250908 3000.00 ... 3004.00 2993.00 JD
104 jd2511 20250908 3024.00 ... 3027.00 3028.00 JD
105 jd2512 20250908 3196.00 ... 3199.00 3197.00 JD
106 jd2601 20250908 3370.00 ... 3384.00 3375.00 JD
107 jd2602 20250908 3111.00 ... 3125.00 3121.00 JD
108 jd2603 20250908 3131.00 ... 3138.00 3129.00 JD
109 jd2604 20250908 3310.00 ... 3326.00 3313.00 JD
110 jd2605 20250908 3450.00 ... 3461.00 3444.00 JD
111 jd2606 20250908 3288.00 ... 3280.00 3272.00 JD
112 jd2607 20250908 3502.00 ... 3503.00 3493.00 JD
113 jd2608 20250908 3910.00 ... 3911.00 3899.00 JD
114 jm2509 20250908 924.00 ... 929.50 956.50 JM
115 jm2510 20250908 988.00 ... 969.50 965.00 JM
116 jm2511 20250908 1048.50 ... 1028.00 1026.50 JM
117 jm2512 20250908 1103.00 ... 1086.50 1088.00 JM
118 jm2601 20250908 1163.00 ... 1142.50 1127.50 JM
119 jm2602 20250908 1185.00 ... 1165.50 1156.50 JM
120 jm2603 20250908 1205.00 ... 1188.50 1170.50 JM
121 jm2604 20250908 1220.00 ... 1208.00 1186.50 JM
122 jm2605 20250908 1232.00 ... 1223.50 1197.50 JM
123 jm2606 20250908 1248.50 ... 1240.50 1206.00 JM
124 jm2607 20250908 1254.00 ... 1251.00 1214.00 JM
125 jm2608 20250908 1265.00 ... 1260.50 1231.00 JM
126 l2509 20250908 7142.00 ... 7152.00 7165.00 L
127 l2510 20250908 7196.00 ... 7211.00 7214.00 L
128 l2511 20250908 7226.00 ... 7223.00 7220.00 L
129 l2512 20250908 7224.00 ... 7230.00 7232.00 L
130 l2601 20250908 7240.00 ... 7229.00 7234.00 L
131 l2602 20250908 7223.00 ... 7220.00 7223.00 L
132 l2603 20250908 7221.00 ... 7221.00 7219.00 L
133 l2604 20250908 7242.00 ... 7260.00 7242.00 L
134 l2605 20250908 7230.00 ... 7234.00 7236.00 L
135 l2606 20250908 7218.00 ... 7238.00 7253.00 L
136 l2607 20250908 7243.00 ... 7251.00 7251.00 L
137 l2608 20250908 7258.00 ... 7274.00 7267.00 L
138 lg2509 20250908 775.50 ... 776.00 779.50 LG
139 lg2511 20250908 800.00 ... 807.00 797.00 LG
140 lg2601 20250908 821.00 ... 821.50 817.00 LG
141 lg2603 20250908 827.50 ... 827.50 823.50 LG
142 lg2605 20250908 830.50 ... 832.00 829.50 LG
143 lg2607 20250908 833.00 ... 833.00 832.00 LG
144 lh2509 20250908 0.00 ... 13100.00 13165.00 LH
145 lh2511 20250908 13215.00 ... 13305.00 13300.00 LH
146 lh2601 20250908 13690.00 ... 13800.00 13720.00 LH
147 lh2603 20250908 13045.00 ... 13090.00 13010.00 LH
148 lh2605 20250908 13515.00 ... 13585.00 13515.00 LH
149 lh2607 20250908 14100.00 ... 14190.00 14135.00 LH
150 m2509 20250908 3040.00 ... 3031.00 3028.00 M
151 m2511 20250908 3048.00 ... 3051.00 3028.00 M
152 m2512 20250908 3082.00 ... 3091.00 3067.00 M
153 m2601 20250908 3070.00 ... 3079.00 3058.00 M
154 m2603 20250908 2997.00 ... 3007.00 2992.00 M
155 m2605 20250908 2809.00 ... 2811.00 2806.00 M
156 m2607 20250908 2792.00 ... 2792.00 2791.00 M
157 m2608 20250908 2917.00 ... 2918.00 2917.00 M
158 p2509 20250908 9320.00 ... 9320.00 9354.00 P
159 p2510 20250908 9464.00 ... 9422.00 9420.00 P
160 p2511 20250908 9472.00 ... 9414.00 9428.00 P
161 p2512 20250908 9492.00 ... 9434.00 9462.00 P
162 p2601 20250908 9510.00 ... 9438.00 9456.00 P
163 p2602 20250908 9482.00 ... 9400.00 9414.00 P
164 p2603 20250908 9428.00 ... 9386.00 9380.00 P
165 p2604 20250908 9326.00 ... 9284.00 9324.00 P
166 p2605 20250908 9278.00 ... 9218.00 9228.00 P
167 p2606 20250908 9160.00 ... 9122.00 9148.00 P
168 p2607 20250908 9066.00 ... 9038.00 9032.00 P
169 p2608 20250908 8978.00 ... 8956.00 8944.00 P
170 pg2509 20250908 3740.00 ... 3725.00 3759.00 PG
171 pg2510 20250908 4369.00 ... 4389.00 4381.00 PG
172 pg2511 20250908 4298.00 ... 4322.00 4311.00 PG
173 pg2512 20250908 4233.00 ... 4260.00 4248.00 PG
174 pg2601 20250908 4172.00 ... 4195.00 4188.00 PG
175 pg2602 20250908 4111.00 ... 4110.00 4126.00 PG
176 pg2603 20250908 4020.00 ... 4032.00 4036.00 PG
177 pg2604 20250908 4352.00 ... 4384.00 4369.00 PG
178 pg2605 20250908 4268.00 ... 4291.00 4283.00 PG
179 pg2606 20250908 4246.00 ... 4245.00 4227.00 PG
180 pg2607 20250908 4188.00 ... 4181.00 4167.00 PG
181 pg2608 20250908 4138.00 ... 4138.00 4136.00 PG
182 pp2509 20250908 6815.00 ... 6907.00 6832.00 PP
183 pp2510 20250908 6871.00 ... 6881.00 6887.00 PP
184 pp2511 20250908 6901.00 ... 6910.00 6917.00 PP
185 pp2512 20250908 6933.00 ... 6935.00 6940.00 PP
186 pp2601 20250908 6950.00 ... 6950.00 6951.00 PP
187 pp2602 20250908 6929.00 ... 6930.00 6933.00 PP
188 pp2603 20250908 6915.00 ... 6919.00 6929.00 PP
189 pp2604 20250908 6938.00 ... 6946.00 6953.00 PP
190 pp2605 20250908 6968.00 ... 6967.00 6969.00 PP
191 pp2606 20250908 6919.00 ... 6941.00 6935.00 PP
192 pp2607 20250908 6917.00 ... 6919.00 6914.00 PP
193 pp2608 20250908 6914.00 ... 6918.00 6922.00 PP
194 rr2509 20250908 0.00 ... 3585.00 3585.00 RR
195 rr2510 20250908 3616.00 ... 3611.00 3612.00 RR
196 rr2511 20250908 3614.00 ... 3613.00 3613.00 RR
197 rr2512 20250908 3611.00 ... 3610.00 3605.00 RR
198 rr2601 20250908 3623.00 ... 3623.00 3620.00 RR
199 rr2602 20250908 3611.00 ... 3609.00 3605.00 RR
200 rr2603 20250908 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250908 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250908 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250908 0.00 ... 3604.00 3602.00 RR
204 rr2607 20250908 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250908 0.00 ... 3625.00 3625.00 RR
206 v2509 20250908 4727.00 ... 4721.00 4727.00 V
207 v2510 20250908 4800.00 ... 4770.00 4781.00 V
208 v2511 20250908 4832.00 ... 4801.00 4818.00 V
209 v2512 20250908 4874.00 ... 4839.00 4861.00 V
210 v2601 20250908 4913.00 ... 4878.00 4886.00 V
211 v2602 20250908 4948.00 ... 4919.00 4921.00 V
212 v2603 20250908 4970.00 ... 4950.00 4957.00 V
213 v2604 20250908 5178.00 ... 5154.00 5174.00 V
214 v2605 20250908 5219.00 ... 5186.00 5191.00 V
215 v2606 20250908 5227.00 ... 5208.00 5232.00 V
216 v2607 20250908 5270.00 ... 5252.00 5263.00 V
217 v2608 20250908 5290.00 ... 5285.00 5288.00 V
218 y2509 20250908 0.00 ... 8420.00 8420.00 Y
219 y2511 20250908 8474.00 ... 8432.00 8424.00 Y
220 y2512 20250908 8486.00 ... 8454.00 8446.00 Y
221 y2601 20250908 8450.00 ... 8408.00 8400.00 Y
222 y2603 20250908 8360.00 ... 8326.00 8326.00 Y
223 y2605 20250908 8122.00 ... 8110.00 8092.00 Y
224 y2607 20250908 8088.00 ... 8062.00 8052.00 Y
225 y2608 20250908 8052.00 ... 8052.00 8056.00 Y
[226 rows x 12 columns]
2025-09-12 18:26:50,009 - future_1d - INFO - ak.get_dce_daily('2025-09-08') done
symbol date open ... settle pre_settle variety
0 IC2509 20250908 6906.200 ... 6925.600 6876.800 IC
1 IC2510 20250908 6866.400 ... 6870.600 6831.200 IC
2 IC2512 20250908 6750.000 ... 6761.600 6719.600 IC
3 IC2603 20250908 6591.000 ... 6615.600 6576.200 IC
4 IF2509 20250908 4464.000 ... 4457.000 4450.600 IF
5 IF2510 20250908 4449.600 ... 4449.400 4446.200 IF
6 IF2512 20250908 4438.000 ... 4429.600 4427.200 IF
7 IF2603 20250908 4426.000 ... 4411.000 4410.200 IF
8 IH2509 20250908 2941.000 ... 2938.600 2939.200 IH
9 IH2510 20250908 2939.800 ... 2938.400 2938.800 IH
10 IH2512 20250908 2938.200 ... 2938.800 2938.400 IH
11 IH2603 20250908 2944.400 ... 2941.800 2942.400 IH
12 IM2509 20250908 7221.000 ... 7248.000 7206.200 IM
13 IM2510 20250908 7171.200 ... 7189.200 7151.600 IM
14 IM2512 20250908 7049.000 ... 7053.200 7015.400 IM
15 IM2603 20250908 6865.000 ... 6873.200 6843.000 IM
16 T2509 20250908 NaN ... 107.980 108.055 T
17 T2512 20250908 107.860 ... 107.845 107.920 T
18 T2603 20250908 107.600 ... 107.570 107.670 T
19 TF2509 20250908 105.670 ... 105.670 105.690 TF
20 TF2512 20250908 105.510 ... 105.580 105.580 TF
21 TF2603 20250908 105.500 ... 105.495 105.505 TF
22 TL2509 20250908 116.440 ... 116.400 116.740 TL
23 TL2512 20250908 116.060 ... 115.980 116.300 TL
24 TL2603 20250908 115.800 ... 115.640 115.950 TL
25 TS2509 20250908 NaN ... 102.356 102.344 TS
26 TS2512 20250908 102.390 ... 102.400 102.388 TS
27 TS2603 20250908 102.322 ... 102.350 102.356 TS
[28 rows x 12 columns]
2025-09-12 18:26:50,240 - future_1d - INFO - ak.get_cffex_daily('2025-09-08') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250908 8346.0 8397.0 ... 261591.38 8359.0 8328.0 AP
1 AP511 20250908 8187.0 8276.0 ... 5220.23 8240.0 8179.0 AP
2 AP512 20250908 8236.0 8302.0 ... 1753.91 8273.0 8167.0 AP
3 AP601 20250908 8289.0 8392.0 ... 441751.89 8347.0 8249.0 AP
4 AP603 20250908 8166.0 8263.0 ... 230.76 8242.0 8145.0 AP
5 AP604 20250908 8224.0 8267.0 ... 164.72 8236.0 8187.0 AP
6 AP605 20250908 8218.0 8321.0 ... 2849.53 8284.0 8197.0 AP
7 CF509 20250908 13565.0 13565.0 ... 4505.79 13490.0 13565.0 CF
8 CF511 20250908 13900.0 13900.0 ... 272166.75 13770.0 13860.0 CF
9 CF601 20250908 14000.0 14025.0 ... 1760633.85 13930.0 13985.0 CF
10 CF603 20250908 13950.0 13975.0 ... 3486.06 13890.0 13945.0 CF
11 CF605 20250908 13940.0 13965.0 ... 128659.29 13875.0 13930.0 CF
12 CF607 20250908 13965.0 13965.0 ... 1013.79 13890.0 13940.0 CF
13 CJ509 20250908 10000.0 10080.0 ... 130.21 10015.0 9955.0 CJ
14 CJ512 20250908 10845.0 11120.0 ... 5527.24 10990.0 10925.0 CJ
15 CJ601 20250908 10960.0 11175.0 ... 721808.75 11065.0 10990.0 CJ
16 CJ603 20250908 10995.0 11215.0 ... 9255.13 11130.0 11045.0 CJ
17 CJ605 20250908 11090.0 11305.0 ... 104057.97 11200.0 11130.0 CJ
18 CJ607 20250908 11220.0 11430.0 ... 4921.45 11325.0 11290.0 CJ
19 CY509 20250908 20200.0 20200.0 ... 181.80 20200.0 20200.0 CY
20 CY510 20250908 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250908 19975.0 19990.0 ... 111924.17 19955.0 19975.0 CY
22 CY512 20250908 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250908 19945.0 19995.0 ... 2094.25 19945.0 19975.0 CY
24 CY602 20250908 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250908 0.0 0.0 ... 0.00 20340.0 20340.0 CY
26 CY604 20250908 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250908 0.0 0.0 ... 0.00 20205.0 20230.0 CY
28 CY606 20250908 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250908 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250908 0.0 0.0 ... 0.00 20220.0 20245.0 CY
31 FG509 20250908 986.0 1024.0 ... 339.98 994.0 969.0 FG
32 FG510 20250908 1100.0 1127.0 ... 83810.71 1103.0 1080.0 FG
33 FG511 20250908 1093.0 1117.0 ... 248167.13 1092.0 1070.0 FG
34 FG512 20250908 1192.0 1221.0 ... 99499.69 1195.0 1170.0 FG
35 FG601 20250908 1192.0 1218.0 ... 6684565.08 1188.0 1166.0 FG
36 FG602 20250908 1236.0 1267.0 ... 29027.80 1237.0 1216.0 FG
37 FG603 20250908 1245.0 1267.0 ... 3047.21 1240.0 1221.0 FG
38 FG604 20250908 1293.0 1314.0 ... 1104.86 1291.0 1274.0 FG
39 FG605 20250908 1295.0 1310.0 ... 165961.95 1287.0 1267.0 FG
40 FG606 20250908 1330.0 1334.0 ... 1364.16 1317.0 1302.0 FG
41 FG607 20250908 1320.0 1326.0 ... 2892.12 1315.0 1302.0 FG
42 FG608 20250908 1327.0 1349.0 ... 2365.91 1337.0 1323.0 FG
43 JR509 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250908 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250908 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250908 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250908 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250908 2245.0 2254.0 ... 655.56 2245.0 2243.0 MA
53 MA510 20250908 2315.0 2319.0 ... 17072.14 2309.0 2308.0 MA
54 MA511 20250908 2344.0 2351.0 ... 100941.91 2335.0 2332.0 MA
55 MA512 20250908 2388.0 2390.0 ... 57024.48 2377.0 2374.0 MA
56 MA601 20250908 2410.0 2416.0 ... 1042405.54 2403.0 2403.0 MA
57 MA602 20250908 2421.0 2425.0 ... 22966.54 2414.0 2412.0 MA
58 MA603 20250908 2427.0 2427.0 ... 161.96 2417.0 2418.0 MA
59 MA604 20250908 2403.0 2411.0 ... 9.63 2407.0 2411.0 MA
60 MA605 20250908 2405.0 2410.0 ... 84519.14 2397.0 2398.0 MA
61 MA606 20250908 2413.0 2413.0 ... 9.61 2403.0 2411.0 MA
62 MA607 20250908 2394.0 2398.0 ... 40.66 2392.0 2395.0 MA
63 MA608 20250908 2409.0 2410.0 ... 24.03 2403.0 2399.0 MA
64 OI509 20250908 9900.0 9930.0 ... 1983.00 9915.0 9950.0 OI
65 OI511 20250908 9949.0 10005.0 ... 633242.63 9921.0 9887.0 OI
66 OI601 20250908 9824.0 9845.0 ... 3091517.46 9782.0 9763.0 OI
67 OI603 20250908 9686.0 9700.0 ... 3717.77 9632.0 9637.0 OI
68 OI605 20250908 9578.0 9578.0 ... 176525.01 9505.0 9527.0 OI
69 OI607 20250908 9486.0 9513.0 ... 443.66 9440.0 9470.0 OI
70 PF509 20250908 0.0 0.0 ... 0.00 6264.0 6256.0 PF
71 PF510 20250908 6334.0 6378.0 ... 82766.84 6336.0 6332.0 PF
72 PF511 20250908 6312.0 6364.0 ... 502118.06 6324.0 6322.0 PF
73 PF512 20250908 6312.0 6352.0 ... 158771.88 6310.0 6314.0 PF
74 PF601 20250908 6350.0 6392.0 ... 27902.70 6366.0 6366.0 PF
75 PF602 20250908 6368.0 6404.0 ... 36920.05 6376.0 6372.0 PF
76 PF603 20250908 6364.0 6416.0 ... 19.16 6386.0 6384.0 PF
77 PF604 20250908 6426.0 6456.0 ... 16.11 6442.0 6446.0 PF
78 PF605 20250908 6444.0 6472.0 ... 93.58 6454.0 6440.0 PF
79 PF606 20250908 6454.0 6488.0 ... 22.64 6470.0 6474.0 PF
80 PF607 20250908 6472.0 6502.0 ... 29.16 6480.0 6460.0 PF
81 PF608 20250908 6482.0 6502.0 ... 12.98 6490.0 6470.0 PF
82 PK510 20250908 7964.0 8018.0 ... 35211.79 7986.0 7970.0 PK
83 PK511 20250908 7826.0 7880.0 ... 395517.10 7856.0 7818.0 PK
84 PK512 20250908 7818.0 7886.0 ... 133295.57 7864.0 7812.0 PK
85 PK601 20250908 7844.0 7890.0 ... 47533.97 7874.0 7844.0 PK
86 PK603 20250908 7860.0 7896.0 ... 193.15 7884.0 7854.0 PK
87 PK604 20250908 7874.0 7908.0 ... 150.00 7894.0 7866.0 PK
88 PK605 20250908 7886.0 7912.0 ... 6200.98 7900.0 7880.0 PK
89 PL601 20250908 6381.0 6413.0 ... 27674.71 6388.0 6398.0 PL
90 PL602 20250908 6428.0 6492.0 ... 3106.98 6446.0 6436.0 PL
91 PL603 20250908 6435.0 6479.0 ... 64.51 6451.0 6458.0 PL
92 PL604 20250908 0.0 0.0 ... 0.00 6475.0 6475.0 PL
93 PL605 20250908 6375.0 6400.0 ... 51.13 6391.0 6389.0 PL
94 PL606 20250908 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250908 0.0 0.0 ... 0.00 6464.0 6464.0 PL
96 PL608 20250908 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250908 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250908 5808.0 5808.0 ... 199.90 5794.0 5620.0 PR
104 PR510 20250908 5822.0 5868.0 ... 15244.70 5834.0 5822.0 PR
105 PR511 20250908 5832.0 5870.0 ... 747199.90 5844.0 5822.0 PR
106 PR512 20250908 5840.0 5878.0 ... 554784.85 5854.0 5830.0 PR
107 PR601 20250908 5844.0 5882.0 ... 46475.49 5854.0 5836.0 PR
108 PR602 20250908 5878.0 5878.0 ... 17.63 5876.0 5862.0 PR
109 PR603 20250908 5884.0 5898.0 ... 61.83 5890.0 5894.0 PR
110 PR604 20250908 5866.0 5898.0 ... 17.65 5882.0 5896.0 PR
111 PR605 20250908 5870.0 5924.0 ... 79.73 5906.0 5910.0 PR
112 PR606 20250908 0.0 0.0 ... 0.00 5946.0 5928.0 PR
113 PR607 20250908 5970.0 5970.0 ... 8.96 5970.0 5926.0 PR
114 PR608 20250908 0.0 0.0 ... 0.00 5960.0 5924.0 PR
115 PX509 20250908 0.0 0.0 ... 0.00 6730.0 6704.0 PX
116 PX510 20250908 6730.0 6774.0 ... 10523.09 6706.0 6704.0 PX
117 PX511 20250908 6692.0 6770.0 ... 546515.94 6714.0 6688.0 PX
118 PX512 20250908 6678.0 6748.0 ... 137860.37 6696.0 6670.0 PX
119 PX601 20250908 6658.0 6720.0 ... 105635.75 6668.0 6654.0 PX
120 PX602 20250908 6646.0 6708.0 ... 8025.67 6658.0 6646.0 PX
121 PX603 20250908 6634.0 6634.0 ... 82.93 6634.0 6636.0 PX
122 PX604 20250908 0.0 0.0 ... 0.00 6696.0 6650.0 PX
123 PX605 20250908 6662.0 6708.0 ... 503.09 6664.0 6662.0 PX
124 PX606 20250908 0.0 0.0 ... 0.00 6706.0 6668.0 PX
125 PX607 20250908 0.0 0.0 ... 0.00 6722.0 6670.0 PX
126 PX608 20250908 0.0 0.0 ... 0.00 6706.0 6670.0 PX
127 RI509 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250908 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250908 2560.0 2592.0 ... 592.84 2575.0 2582.0 RM
134 RM511 20250908 2556.0 2570.0 ... 34528.11 2556.0 2546.0 RM
135 RM601 20250908 2545.0 2564.0 ... 944587.35 2543.0 2536.0 RM
136 RM603 20250908 2425.0 2442.0 ... 17890.86 2426.0 2424.0 RM
137 RM605 20250908 2392.0 2407.0 ... 207219.00 2395.0 2396.0 RM
138 RM607 20250908 2382.0 2391.0 ... 29384.57 2383.0 2385.0 RM
139 RM608 20250908 2472.0 2482.0 ... 150.92 2474.0 2480.0 RM
140 RS509 20250908 0.0 0.0 ... 0.00 4838.0 4824.0 RS
141 RS511 20250908 5120.0 5228.0 ... 72.58 5184.0 5216.0 RS
142 RS607 20250908 5501.0 5571.0 ... 83.15 5543.0 5527.0 RS
143 RS608 20250908 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250908 1166.0 1171.0 ... 1362.97 1165.0 1159.0 SA
145 SA510 20250908 1219.0 1224.0 ... 51908.13 1212.0 1214.0 SA
146 SA511 20250908 1229.0 1234.0 ... 343173.45 1220.0 1222.0 SA
147 SA512 20250908 1293.0 1294.0 ... 180400.99 1276.0 1280.0 SA
148 SA601 20250908 1300.0 1303.0 ... 3992582.06 1286.0 1288.0 SA
149 SA602 20250908 1330.0 1333.0 ... 63958.06 1318.0 1312.0 SA
150 SA603 20250908 1337.0 1340.0 ... 5580.78 1325.0 1328.0 SA
151 SA604 20250908 1380.0 1380.0 ... 993.08 1368.0 1372.0 SA
152 SA605 20250908 1381.0 1386.0 ... 168371.10 1372.0 1370.0 SA
153 SA606 20250908 1388.0 1391.0 ... 1253.52 1381.0 1385.0 SA
154 SA607 20250908 1393.0 1394.0 ... 2063.89 1380.0 1390.0 SA
155 SA608 20250908 1410.0 1410.0 ... 892.32 1399.0 1406.0 SA
156 SF509 20250908 5380.0 5440.0 ... 462.77 5414.0 5424.0 SF
157 SF510 20250908 5398.0 5462.0 ... 22498.91 5414.0 5414.0 SF
158 SF511 20250908 5570.0 5628.0 ... 369612.24 5578.0 5584.0 SF
159 SF512 20250908 5526.0 5582.0 ... 90614.61 5534.0 5534.0 SF
160 SF601 20250908 5524.0 5588.0 ... 99760.29 5542.0 5550.0 SF
161 SF602 20250908 5506.0 5550.0 ... 28242.30 5508.0 5512.0 SF
162 SF603 20250908 5660.0 5720.0 ... 71.13 5690.0 5688.0 SF
163 SF604 20250908 5658.0 5658.0 ... 2.83 5658.0 5684.0 SF
164 SF605 20250908 5636.0 5698.0 ... 1626.54 5658.0 5654.0 SF
165 SF606 20250908 5606.0 5652.0 ... 50.56 5618.0 5644.0 SF
166 SF607 20250908 5760.0 5760.0 ... 14.40 5758.0 5788.0 SF
167 SF608 20250908 5728.0 5732.0 ... 14.31 5726.0 5728.0 SF
168 SH509 20250908 2660.0 2670.0 ... 55.89 2661.0 2495.0 SH
169 SH510 20250908 2598.0 2598.0 ... 112700.15 2570.0 2595.0 SH
170 SH511 20250908 2615.0 2620.0 ... 621157.93 2585.0 2623.0 SH
171 SH512 20250908 2637.0 2637.0 ... 216682.61 2604.0 2633.0 SH
172 SH601 20250908 2606.0 2607.0 ... 3014036.03 2583.0 2606.0 SH
173 SH602 20250908 2621.0 2622.0 ... 32488.05 2600.0 2616.0 SH
174 SH603 20250908 2631.0 2631.0 ... 4323.42 2616.0 2633.0 SH
175 SH604 20250908 2661.0 2675.0 ... 997.00 2659.0 2680.0 SH
176 SH605 20250908 2702.0 2702.0 ... 25252.53 2673.0 2692.0 SH
177 SH606 20250908 2685.0 2693.0 ... 249.21 2680.0 2697.0 SH
178 SH607 20250908 2674.0 2680.0 ... 120.29 2673.0 2685.0 SH
179 SH608 20250908 2680.0 2691.0 ... 128.79 2683.0 2695.0 SH
180 SM509 20250908 5684.0 5740.0 ... 393.75 5708.0 5670.0 SM
181 SM510 20250908 5718.0 5776.0 ... 17432.86 5726.0 5736.0 SM
182 SM511 20250908 5772.0 5848.0 ... 173133.11 5798.0 5800.0 SM
183 SM512 20250908 5794.0 5854.0 ... 100070.45 5808.0 5816.0 SM
184 SM601 20250908 5806.0 5860.0 ... 402232.21 5806.0 5816.0 SM
185 SM602 20250908 5800.0 5866.0 ... 48173.15 5806.0 5808.0 SM
186 SM603 20250908 5800.0 5874.0 ... 75.80 5832.0 5886.0 SM
187 SM604 20250908 5816.0 5816.0 ... 2.91 5816.0 5856.0 SM
188 SM605 20250908 5856.0 5898.0 ... 6515.39 5854.0 5842.0 SM
189 SM606 20250908 5818.0 5898.0 ... 90.78 5858.0 5828.0 SM
190 SM607 20250908 5840.0 5914.0 ... 56.06 5902.0 5866.0 SM
191 SM608 20250908 5852.0 5868.0 ... 5.86 5860.0 5914.0 SM
192 SR509 20250908 5533.0 5546.0 ... 631.56 5540.0 5544.0 SR
193 SR511 20250908 5506.0 5535.0 ... 201186.44 5516.0 5532.0 SR
194 SR601 20250908 5518.0 5539.0 ... 1111355.41 5522.0 5522.0 SR
195 SR603 20250908 5508.0 5526.0 ... 2750.08 5511.0 5509.0 SR
196 SR605 20250908 5507.0 5519.0 ... 44997.83 5506.0 5506.0 SR
197 SR607 20250908 5508.0 5515.0 ... 3936.68 5506.0 5505.0 SR
198 TA509 20250908 4524.0 4578.0 ... 3476.01 4544.0 4528.0 TA
199 TA510 20250908 4612.0 4662.0 ... 66431.23 4624.0 4620.0 TA
200 TA511 20250908 4630.0 4676.0 ... 415493.13 4640.0 4632.0 TA
201 TA512 20250908 4644.0 4688.0 ... 236425.62 4656.0 4644.0 TA
202 TA601 20250908 4654.0 4696.0 ... 1712782.54 4662.0 4656.0 TA
203 TA602 20250908 4660.0 4704.0 ... 19136.23 4674.0 4666.0 TA
204 TA603 20250908 4650.0 4716.0 ... 72.86 4700.0 4680.0 TA
205 TA604 20250908 4692.0 4710.0 ... 9.40 4702.0 4700.0 TA
206 TA605 20250908 4690.0 4728.0 ... 46249.44 4700.0 4692.0 TA
207 TA606 20250908 4672.0 4718.0 ... 18.73 4684.0 4700.0 TA
208 TA607 20250908 4686.0 4750.0 ... 16.48 4708.0 4704.0 TA
209 TA608 20250908 4698.0 4758.0 ... 21.24 4722.0 4716.0 TA
210 UR509 20250908 1655.0 1656.0 ... 347.16 1653.0 1673.0 UR
211 UR510 20250908 1667.0 1674.0 ... 6373.64 1669.0 1681.0 UR
212 UR511 20250908 1704.0 1708.0 ... 41923.33 1702.0 1714.0 UR
213 UR512 20250908 1703.0 1710.0 ... 15609.47 1705.0 1717.0 UR
214 UR601 20250908 1705.0 1710.0 ... 502369.61 1703.0 1718.0 UR
215 UR602 20250908 1698.0 1707.0 ... 313.11 1702.0 1716.0 UR
216 UR603 20250908 1742.0 1752.0 ... 62.89 1747.0 1759.0 UR
217 UR604 20250908 1752.0 1752.0 ... 13.99 1749.0 1763.0 UR
218 UR605 20250908 1745.0 1751.0 ... 20424.22 1745.0 1757.0 UR
219 UR606 20250908 1745.0 1747.0 ... 160.08 1740.0 1755.0 UR
220 UR607 20250908 1768.0 1771.0 ... 24.77 1769.0 1776.0 UR
221 UR608 20250908 1765.0 1769.0 ... 24.71 1765.0 1775.0 UR
222 WH509 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250908 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250908 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:26:50,552 - future_1d - INFO - ak.get_czce_daily('2025-09-08') done
2025-09-12 18:27:04,348 - future_1d - INFO - save future_daily 2025-09-08 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250909 ... 79760 79710 CU
1 1 CU2510 20250909 ... 79710 79730 CU
2 2 CU2511 20250909 ... 79670 79690 CU
3 3 CU2512 20250909 ... 79640 79660 CU
4 4 CU2601 20250909 ... 79600 79620 CU
5 5 CU2602 20250909 ... 79620 79620 CU
6 6 CU2603 20250909 ... 79630 79620 CU
7 7 CU2604 20250909 ... 79700 79640 CU
8 8 CU2605 20250909 ... 79690 79680 CU
9 9 CU2606 20250909 ... 79690 79640 CU
10 10 CU2607 20250909 ... 79700 79680 CU
11 11 CU2608 20250909 ... 79740 79710 CU
12 12 BC2509 20250909 ... 70500 70330 BC
13 13 BC2510 20250909 ... 70810 70780 BC
14 14 BC2511 20250909 ... 70780 70810 BC
15 15 BC2512 20250909 ... 70790 70790 BC
16 16 BC2601 20250909 ... 70880 70810 BC
17 17 BC2602 20250909 ... 70900 70900 BC
18 18 BC2603 20250909 ... 70880 70820 BC
19 19 BC2604 20250909 ... 71200 71200 BC
20 20 BC2605 20250909 ... 71170 71170 BC
21 21 BC2606 20250909 ... 70700 70700 BC
22 22 BC2607 20250909 ... 70900 70900 BC
23 23 BC2608 20250909 ... 70800 70800 BC
24 24 AL2509 20250909 ... 20745 20690 AL
25 25 AL2510 20250909 ... 20750 20710 AL
26 26 AL2511 20250909 ... 20730 20695 AL
27 27 AL2512 20250909 ... 20715 20670 AL
28 28 AL2601 20250909 ... 20695 20655 AL
29 29 AL2602 20250909 ... 20695 20650 AL
30 30 AL2603 20250909 ... 20720 20685 AL
31 31 AL2604 20250909 ... 20740 20700 AL
32 32 AL2605 20250909 ... 20755 20750 AL
33 33 AL2606 20250909 ... 20765 20735 AL
34 34 AL2607 20250909 ... 20775 20755 AL
35 35 AL2608 20250909 ... 20775 20755 AL
36 36 ZN2509 20250909 ... 22155 22185 ZN
37 37 ZN2510 20250909 ... 22200 22245 ZN
38 38 ZN2511 20250909 ... 22205 22235 ZN
39 39 ZN2512 20250909 ... 22210 22240 ZN
40 40 ZN2601 20250909 ... 22215 22250 ZN
41 41 ZN2602 20250909 ... 22215 22235 ZN
42 42 ZN2603 20250909 ... 22230 22275 ZN
43 43 ZN2604 20250909 ... 22245 22270 ZN
44 44 ZN2605 20250909 ... 22270 22285 ZN
45 45 ZN2606 20250909 ... 22280 22310 ZN
46 46 ZN2607 20250909 ... 22250 22340 ZN
47 47 ZN2608 20250909 ... 22310 22315 ZN
48 48 PB2509 20250909 ... 16850 16835 PB
49 49 PB2510 20250909 ... 16915 16890 PB
50 50 PB2511 20250909 ... 16915 16890 PB
51 51 PB2512 20250909 ... 16920 16905 PB
52 52 PB2601 20250909 ... 16925 16915 PB
53 53 PB2602 20250909 ... 16945 16925 PB
54 54 PB2603 20250909 ... 16970 16960 PB
55 55 PB2604 20250909 ... 16990 16995 PB
56 56 PB2605 20250909 ... 17000 16995 PB
57 57 PB2606 20250909 ... 17030 17015 PB
58 58 PB2607 20250909 ... 17020 17020 PB
59 59 PB2608 20250909 ... 17060 17060 PB
60 60 NI2509 20250909 ... 120640 121240 NI
61 61 NI2510 20250909 ... 120940 121510 NI
62 62 NI2511 20250909 ... 121110 121660 NI
63 63 NI2512 20250909 ... 121320 121870 NI
64 64 NI2601 20250909 ... 121610 122130 NI
65 65 NI2602 20250909 ... 121760 122430 NI
66 66 NI2603 20250909 ... 122100 122760 NI
67 67 NI2604 20250909 ... 122290 122950 NI
68 68 NI2605 20250909 ... 122440 122930 NI
69 69 NI2606 20250909 ... 122750 123420 NI
70 70 NI2607 20250909 ... 122990 123570 NI
71 71 NI2608 20250909 ... 123060 123860 NI
72 72 SN2509 20250909 ... 269640 270130 SN
73 73 SN2510 20250909 ... 269790 271110 SN
74 74 SN2511 20250909 ... 270010 271190 SN
75 75 SN2512 20250909 ... 270020 270980 SN
76 76 SN2601 20250909 ... 269950 270710 SN
77 77 SN2602 20250909 ... 269870 271430 SN
78 78 SN2603 20250909 ... 270180 271600 SN
79 79 SN2604 20250909 ... 270260 270450 SN
80 80 SN2605 20250909 ... 270760 271370 SN
81 81 SN2606 20250909 ... 270710 273640 SN
82 82 SN2607 20250909 ... 270170 272320 SN
83 83 SN2608 20250909 ... 271420 272080 SN
84 84 AO2509 20250909 ... 2908 2917 AO
85 85 AO2510 20250909 ... 2919 2945 AO
86 86 AO2511 20250909 ... 2927 2955 AO
87 87 AO2512 20250909 ... 2935 2959 AO
88 88 AO2601 20250909 ... 2944 2965 AO
89 89 AO2602 20250909 ... 2948 2968 AO
90 90 AO2603 20250909 ... 3011 3028 AO
91 91 AO2604 20250909 ... 3021 3036 AO
92 92 AO2605 20250909 ... 3031 3049 AO
93 93 AO2606 20250909 ... 3037 3065 AO
94 94 AO2607 20250909 ... 3055 3075 AO
95 95 AO2608 20250909 ... 3070 3088 AO
96 96 AD2511 20250909 ... 20320 20305 AD
97 97 AD2512 20250909 ... 20335 20325 AD
98 98 AD2601 20250909 ... 20325 20285 AD
99 99 AD2602 20250909 ... 20280 20280 AD
100 100 AD2603 20250909 ... 20295 20295 AD
101 101 AD2604 20250909 ... 20240 20240 AD
102 102 AD2605 20250909 ... 20210 20210 AD
103 103 AD2606 20250909 ... 20155 20155 AD
104 104 AD2607 20250909 ... 20150 20150 AD
105 105 AD2608 20250909 ... 20170 20170 AD
106 106 AU2509 20250909 ... 831.12 819.72 AU
107 107 AU2510 20250909 ... 831.68 821.36 AU
108 108 AU2511 20250909 ... 832.74 822.48 AU
109 109 AU2512 20250909 ... 834.4 823.34 AU
110 110 AU2602 20250909 ... 836.64 825.52 AU
111 111 AU2604 20250909 ... 838.66 827.56 AU
112 112 AU2606 20250909 ... 841.12 829.82 AU
113 113 AU2608 20250909 ... 842.94 832.16 AU
114 114 AG2509 20250909 ... 9844 9778 AG
115 115 AG2510 20250909 ... 9867 9809 AG
116 116 AG2511 20250909 ... 9877 9826 AG
117 117 AG2512 20250909 ... 9889 9831 AG
118 118 AG2601 20250909 ... 9899 9845 AG
119 119 AG2602 20250909 ... 9908 9853 AG
120 120 AG2603 20250909 ... 9925 9874 AG
121 121 AG2604 20250909 ... 9934 9880 AG
122 122 AG2605 20250909 ... 9949 9895 AG
123 123 AG2606 20250909 ... 9962 9916 AG
124 124 AG2607 20250909 ... 9980 9932 AG
125 125 AG2608 20250909 ... 9993 9935 AG
126 126 RB2509 20250909 ... 2951 2949 RB
127 127 RB2510 20250909 ... 3043 3035 RB
128 128 RB2511 20250909 ... 3061 3054 RB
129 129 RB2512 20250909 ... 3107 3097 RB
130 130 RB2601 20250909 ... 3132 3123 RB
131 131 RB2602 20250909 ... 3125 3126 RB
132 132 RB2603 20250909 ... 3143 3140 RB
133 133 RB2604 20250909 ... 3164 3158 RB
134 134 RB2605 20250909 ... 3177 3170 RB
135 135 RB2606 20250909 ... 3190 3188 RB
136 136 RB2607 20250909 ... 3214 3203 RB
137 137 RB2608 20250909 ... 3218 3219 RB
138 138 WR2509 20250909 ... 3342 3342 WR
139 139 WR2510 20250909 ... 3287 3283 WR
140 140 WR2511 20250909 ... 3320 3365 WR
141 141 WR2512 20250909 ... 3349 3349 WR
142 142 WR2601 20250909 ... 3352 3376 WR
143 143 WR2602 20250909 ... 3337 3337 WR
144 144 WR2603 20250909 ... 3338 3435 WR
145 145 WR2604 20250909 ... 3400 3400 WR
146 146 WR2605 20250909 ... 3414 3429 WR
147 147 WR2606 20250909 ... 3375 3375 WR
148 148 WR2607 20250909 ... 3432 3387 WR
149 149 WR2608 20250909 ... 3414 3414 WR
150 150 HC2509 20250909 ... 3396 3396 HC
151 151 HC2510 20250909 ... 3384 3365 HC
152 152 HC2511 20250909 ... 3373 3354 HC
153 153 HC2512 20250909 ... 3366 3344 HC
154 154 HC2601 20250909 ... 3355 3335 HC
155 155 HC2602 20250909 ... 3353 3337 HC
156 156 HC2603 20250909 ... 3357 3339 HC
157 157 HC2604 20250909 ... 3359 3341 HC
158 158 HC2605 20250909 ... 3361 3345 HC
159 159 HC2606 20250909 ... 3366 3353 HC
160 160 HC2607 20250909 ... 3368 3347 HC
161 161 HC2608 20250909 ... 3371 3350 HC
162 162 SS2509 20250909 ... 12800 12730 SS
163 163 SS2510 20250909 ... 12850 12830 SS
164 164 SS2511 20250909 ... 12930 12895 SS
165 165 SS2512 20250909 ... 12975 12935 SS
166 166 SS2601 20250909 ... 13025 12995 SS
167 167 SS2602 20250909 ... 13065 13035 SS
168 168 SS2603 20250909 ... 13175 13115 SS
169 169 SS2604 20250909 ... 13190 13185 SS
170 170 SS2605 20250909 ... 13295 13250 SS
171 171 SS2606 20250909 ... 13330 13285 SS
172 172 SS2607 20250909 ... 13405 13350 SS
173 173 SS2608 20250909 ... 13445 13395 SS
174 174 SC2510 20250909 ... 483.4 476.2 SC
175 175 SC2511 20250909 ... 481.3 477.2 SC
176 176 SC2512 20250909 ... 479.6 476.7 SC
177 177 SC2601 20250909 ... 477.3 474.2 SC
178 178 SC2602 20250909 ... 476 472.6 SC
179 179 SC2603 20250909 ... 474.9 472.2 SC
180 180 SC2604 20250909 ... 473.4 470 SC
181 181 SC2605 20250909 ... 472.7 469.8 SC
182 182 SC2606 20250909 ... 471.4 469.2 SC
183 183 SC2607 20250909 ... 467.9 466.6 SC
184 184 SC2608 20250909 ... 467.4 463.1 SC
185 185 SC2609 20250909 ... 466 463.7 SC
186 186 SC2612 20250909 ... 464.8 459.9 SC
187 187 SC2703 20250909 ... 462.1 466.8 SC
188 188 SC2706 20250909 ... 459.3 457.5 SC
189 189 SC2709 20250909 ... 460.6 461.1 SC
190 190 SC2712 20250909 ... 461.7 464.6 SC
191 191 SC2803 20250909 ... 460.8 459.2 SC
192 192 SC2806 20250909 ... 458.5 457.3 SC
193 193 SC2809 20250909 ... 458.1 459 SC
194 194 LU2510 20250909 ... 3345 3339 LU
195 195 LU2511 20250909 ... 3367 3362 LU
196 196 LU2512 20250909 ... 3365 3355 LU
197 197 LU2601 20250909 ... 3358 3345 LU
198 198 LU2602 20250909 ... 3340 3345 LU
199 199 LU2603 20250909 ... 3336 3325 LU
200 200 LU2604 20250909 ... 3334 3308 LU
201 201 LU2605 20250909 ... 3325 3328 LU
202 202 LU2606 20250909 ... 3313 3309 LU
203 203 LU2607 20250909 ... 3320 3308 LU
204 204 LU2608 20250909 ... 3329 3319 LU
205 205 LU2609 20250909 ... 3316 3317 LU
206 206 FU2510 20250909 ... 2787 2781 FU
207 207 FU2511 20250909 ... 2787 2772 FU
208 208 FU2512 20250909 ... 2768 2748 FU
209 209 FU2601 20250909 ... 2756 2735 FU
210 210 FU2602 20250909 ... 2740 2719 FU
211 211 FU2603 20250909 ... 2727 2704 FU
212 212 FU2604 20250909 ... 2725 2708 FU
213 213 FU2605 20250909 ... 2716 2691 FU
214 214 FU2606 20250909 ... 2711 2688 FU
215 215 FU2607 20250909 ... 2700 2682 FU
216 216 FU2608 20250909 ... 2693 2677 FU
217 217 FU2609 20250909 ... 2674 2657 FU
218 218 BU2509 20250909 ... 3448 3448 BU
219 219 BU2510 20250909 ... 3444 3443 BU
220 220 BU2511 20250909 ... 3420 3417 BU
221 221 BU2512 20250909 ... 3374 3371 BU
222 222 BU2601 20250909 ... 3348 3345 BU
223 223 BU2602 20250909 ... 3348 3348 BU
224 224 BU2603 20250909 ... 3352 3347 BU
225 225 BU2604 20250909 ... 3348 3332 BU
226 226 BU2605 20250909 ... 3351 3353 BU
227 227 BU2606 20250909 ... 3344 3343 BU
228 228 BU2607 20250909 ... 3341 3341 BU
229 229 BU2608 20250909 ... 3340 3316 BU
230 230 BU2609 20250909 ... 3329 3324 BU
231 231 BU2612 20250909 ... 3293 3286 BU
232 232 BU2703 20250909 ... 3293 3293 BU
233 233 BU2706 20250909 ... 3302 3294 BU
234 234 BR2509 20250909 ... 11930 12090 BR
235 235 BR2510 20250909 ... 11820 12025 BR
236 236 BR2511 20250909 ... 11795 12010 BR
237 237 BR2512 20250909 ... 11785 11970 BR
238 238 BR2601 20250909 ... 11775 11975 BR
239 239 BR2602 20250909 ... 11895 11990 BR
240 240 BR2603 20250909 ... 11725 12000 BR
241 241 BR2604 20250909 ... 11670 12055 BR
242 242 BR2605 20250909 ... 11880 12055 BR
243 243 BR2606 20250909 ... 11815 12015 BR
244 244 BR2607 20250909 ... 12000 12165 BR
245 245 BR2608 20250909 ... 11915 12205 BR
246 246 RU2509 20250909 ... 15180 15310 RU
247 247 RU2510 20250909 ... 15170 15325 RU
248 248 RU2511 20250909 ... 15100 15260 RU
249 249 RU2601 20250909 ... 16090 16245 RU
250 250 RU2603 20250909 ... 16045 16250 RU
251 251 RU2604 20250909 ... 16065 16255 RU
252 252 RU2605 20250909 ... 16125 16280 RU
253 253 RU2606 20250909 ... 16115 16310 RU
254 254 RU2607 20250909 ... 16180 16340 RU
255 255 RU2608 20250909 ... 16205 16380 RU
256 256 NR2509 20250909 ... 12705 12890 NR
257 257 NR2510 20250909 ... 12800 12975 NR
258 258 NR2511 20250909 ... 12840 13030 NR
259 259 NR2512 20250909 ... 12870 13065 NR
260 260 NR2601 20250909 ... 12920 13090 NR
261 261 NR2602 20250909 ... 12905 13100 NR
262 262 NR2603 20250909 ... 12885 13055 NR
263 263 NR2604 20250909 ... 12895 13045 NR
264 264 NR2605 20250909 ... 12935 13050 NR
265 265 NR2606 20250909 ... 13000 13085 NR
266 266 NR2607 20250909 ... 13060 13095 NR
267 267 NR2608 20250909 ... 12865 13100 NR
268 268 SP2509 20250909 ... 4954 4956 SP
269 269 SP2510 20250909 ... 4960 4988 SP
270 270 SP2511 20250909 ... 4994 5016 SP
271 271 SP2512 20250909 ... 5008 5028 SP
272 272 SP2601 20250909 ... 5270 5284 SP
273 273 SP2602 20250909 ... 5254 5260 SP
274 274 SP2603 20250909 ... 5266 5274 SP
275 275 SP2604 20250909 ... 5284 5274 SP
276 276 SP2605 20250909 ... 5282 5294 SP
277 277 SP2606 20250909 ... 5290 5300 SP
278 278 SP2607 20250909 ... 5292 5294 SP
279 279 SP2608 20250909 ... 5296 5304 SP
280 280 EC2510 20250909 ... 1272.8 1281.1 EC
281 281 EC2512 20250909 ... 1674.4 1666.1 EC
282 282 EC2602 20250909 ... 1521.8 1512.9 EC
283 283 EC2604 20250909 ... 1249.5 1246 EC
284 284 EC2606 20250909 ... 1429.9 1433.1 EC
285 285 EC2608 20250909 ... 1606.3 1603.9 EC
286 286 SC_TAS2510 20250909 ... SC_TAS
287 287 SC_TAS2511 20250909 ... SC_TAS
288 288 SC_TAS2512 20250909 ... SC_TAS
289 289 SC_TAS2601 20250909 ... SC_TAS
[290 rows x 13 columns]
2025-09-12 18:27:11,533 - future_1d - INFO - ak.get_shfe_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 PS2509 20250909 0.0 ... 55960.0 55960.0 PS
1 PS2510 20250909 55040.0 ... 55420.0 55690.0 PS
2 PS2511 20250909 55555.0 ... 55320.0 55595.0 PS
3 PS2512 20250909 57990.0 ... 57655.0 57845.0 PS
4 PS2601 20250909 57870.0 ... 57525.0 57690.0 PS
5 PS2602 20250909 57890.0 ... 57635.0 57830.0 PS
6 PS2603 20250909 57805.0 ... 58150.0 57970.0 PS
7 PS2604 20250909 58030.0 ... 58280.0 57845.0 PS
8 PS2605 20250909 58285.0 ... 57690.0 57825.0 PS
9 PS2606 20250909 59885.0 ... 59785.0 59920.0 PS
10 PS2607 20250909 60000.0 ... 59985.0 60045.0 PS
11 PS2608 20250909 59910.0 ... 59585.0 59980.0 PS
13 SI2509 20250909 8555.0 ... 8555.0 8690.0 SI
14 SI2510 20250909 8495.0 ... 8505.0 8560.0 SI
15 SI2511 20250909 8555.0 ... 8530.0 8545.0 SI
16 SI2512 20250909 8880.0 ... 8895.0 8915.0 SI
17 SI2601 20250909 8925.0 ... 8890.0 8900.0 SI
18 SI2602 20250909 8935.0 ... 8900.0 8900.0 SI
19 SI2603 20250909 8980.0 ... 8895.0 8930.0 SI
20 SI2604 20250909 8980.0 ... 8910.0 8930.0 SI
21 SI2605 20250909 8950.0 ... 8920.0 8950.0 SI
22 SI2606 20250909 8980.0 ... 8855.0 8940.0 SI
23 SI2607 20250909 9000.0 ... 8925.0 8965.0 SI
24 SI2608 20250909 9000.0 ... 8965.0 8930.0 SI
27 LC2509 20250909 75000.0 ... 74260.0 74200.0 LC
28 LC2510 20250909 76600.0 ... 74500.0 74460.0 LC
29 LC2511 20250909 74740.0 ... 74340.0 74860.0 LC
30 LC2512 20250909 74600.0 ... 74120.0 74840.0 LC
31 LC2601 20250909 74500.0 ... 74380.0 74860.0 LC
32 LC2602 20250909 74520.0 ... 74040.0 74560.0 LC
33 LC2603 20250909 74480.0 ... 74200.0 74480.0 LC
34 LC2604 20250909 74600.0 ... 74720.0 74600.0 LC
35 LC2605 20250909 74820.0 ... 74740.0 74820.0 LC
36 LC2606 20250909 74540.0 ... 74720.0 74760.0 LC
37 LC2607 20250909 74600.0 ... 74520.0 74640.0 LC
38 LC2608 20250909 74360.0 ... 74580.0 74960.0 LC
[36 rows x 12 columns]
2025-09-12 18:27:11,723 - future_1d - INFO - ak.get_gfex_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 SC2510 20250909 490.5 ... 483.4 476.2 SC
1 SC2511 20250909 485.9 ... 481.3 477.2 SC
2 SC2512 20250909 481.9 ... 479.6 476.7 SC
3 SC2601 20250909 479.9 ... 477.3 474.2 SC
4 SC2602 20250909 477.5 ... 476 472.6 SC
5 SC2603 20250909 475.5 ... 474.9 472.2 SC
6 SC2604 20250909 473.8 ... 473.4 470 SC
7 SC2605 20250909 472.3 ... 472.7 469.8 SC
8 SC2606 20250909 469.7 ... 471.4 469.2 SC
9 SC2607 20250909 468.1 ... 467.9 466.6 SC
10 SC2608 20250909 468.7 ... 467.4 463.1 SC
11 SC2609 20250909 465 ... 466 463.7 SC
12 SC2612 20250909 464.8 ... 464.8 459.9 SC
13 SC2703 20250909 462 ... 462.1 466.8 SC
14 SC2706 20250909 459 ... 459.3 457.5 SC
15 SC2709 20250909 462.9 ... 460.6 461.1 SC
16 SC2712 20250909 466.1 ... 461.7 464.6 SC
17 SC2803 20250909 463.4 ... 460.8 459.2 SC
18 SC2806 20250909 460.2 ... 458.5 457.3 SC
19 SC2809 20250909 459.4 ... 458.1 459 SC
21 LU2510 20250909 3355 ... 3345 3339 LU
22 LU2511 20250909 3402 ... 3367 3362 LU
23 LU2512 20250909 3394 ... 3365 3355 LU
24 LU2601 20250909 3376 ... 3358 3345 LU
25 LU2602 20250909 3365 ... 3340 3345 LU
26 LU2603 20250909 3338 ... 3336 3325 LU
27 LU2604 20250909 3322 ... 3334 3308 LU
28 LU2605 20250909 3317 ... 3325 3328 LU
29 LU2606 20250909 3313 ... 3313 3309 LU
30 LU2607 20250909 3333 ... 3320 3308 LU
31 LU2608 20250909 3342 ... 3329 3319 LU
32 LU2609 20250909 3325 ... 3316 3317 LU
34 NR2509 20250909 12770 ... 12705 12890 NR
35 NR2510 20250909 12980 ... 12800 12975 NR
36 NR2511 20250909 13040 ... 12840 13030 NR
37 NR2512 20250909 13085 ... 12870 13065 NR
38 NR2601 20250909 13110 ... 12920 13090 NR
39 NR2602 20250909 13095 ... 12905 13100 NR
40 NR2603 20250909 13025 ... 12885 13055 NR
41 NR2604 20250909 13015 ... 12895 13045 NR
42 NR2605 20250909 13000 ... 12935 13050 NR
43 NR2606 20250909 ... 13000 13085 NR
44 NR2607 20250909 ... 13060 13095 NR
45 NR2608 20250909 ... 12865 13100 NR
47 BC2509 20250909 70590 ... 70500 70330 BC
48 BC2510 20250909 70890 ... 70810 70780 BC
49 BC2511 20250909 70720 ... 70780 70810 BC
50 BC2512 20250909 ... 70790 70790 BC
51 BC2601 20250909 ... 70880 70810 BC
52 BC2602 20250909 ... 70900 70900 BC
53 BC2603 20250909 ... 70880 70820 BC
54 BC2604 20250909 ... 71200 71200 BC
55 BC2605 20250909 ... 71170 71170 BC
56 BC2606 20250909 ... 70700 70700 BC
57 BC2607 20250909 ... 70900 70900 BC
58 BC2608 20250909 ... 70800 70800 BC
60 EC2510 20250909 1280 ... 1272.8 1281.1 EC
61 EC2512 20250909 1649 ... 1674.4 1666.1 EC
62 EC2602 20250909 1515 ... 1521.8 1512.9 EC
63 EC2604 20250909 1235.6 ... 1249.5 1246 EC
64 EC2606 20250909 1423.4 ... 1429.9 1433.1 EC
65 EC2608 20250909 1596.4 ... 1606.3 1603.9 EC
68 SC_TAS2510 20250909 ... SC_TAS
69 SC_TAS2511 20250909 ... SC_TAS
70 SC_TAS2512 20250909 ... SC_TAS
71 SC_TAS2601 20250909 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:27:11,785 - future_1d - INFO - ak.get_ine_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 a2509 20250909 0.00 ... 4067.00 4067.00 A
1 a2511 20250909 3973.00 ... 3971.00 3973.00 A
2 a2601 20250909 3976.00 ... 3970.00 3973.00 A
3 a2603 20250909 3976.00 ... 3971.00 3974.00 A
4 a2605 20250909 4028.00 ... 4016.00 4019.00 A
5 a2607 20250909 4023.00 ... 4018.00 4023.00 A
6 b2509 20250909 0.00 ... 3681.00 3681.00 B
7 b2510 20250909 3713.00 ... 3720.00 3730.00 B
8 b2511 20250909 3764.00 ... 3755.00 3765.00 B
9 b2512 20250909 3788.00 ... 3786.00 3790.00 B
10 b2601 20250909 3784.00 ... 3785.00 3784.00 B
11 b2602 20250909 3768.00 ... 3766.00 3768.00 B
12 b2603 20250909 3720.00 ... 3712.00 3714.00 B
13 b2604 20250909 3604.00 ... 3597.00 3600.00 B
14 b2605 20250909 3525.00 ... 3521.00 3526.00 B
15 b2606 20250909 3498.00 ... 3497.00 3500.00 B
16 b2607 20250909 3504.00 ... 3499.00 3506.00 B
17 b2608 20250909 3597.00 ... 3597.00 3597.00 B
18 bb2509 20250909 0.00 ... 136.00 136.00 BB
19 bb2511 20250909 142.00 ... 142.15 141.20 BB
20 bb2601 20250909 146.50 ... 146.90 146.90 BB
21 bb2603 20250909 146.65 ... 147.15 146.35 BB
22 bb2605 20250909 0.00 ... 141.45 140.70 BB
23 bb2607 20250909 0.00 ... 146.25 145.50 BB
24 bz2603 20250909 6011.00 ... 5998.00 6013.00 BZ
25 bz2604 20250909 5984.00 ... 5979.00 5998.00 BZ
26 bz2605 20250909 6012.00 ... 6012.00 6012.00 BZ
27 bz2606 20250909 6001.00 ... 6002.00 5991.00 BZ
28 bz2607 20250909 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250909 6005.00 ... 6005.00 5951.00 BZ
30 c2509 20250909 2285.00 ... 2285.00 2285.00 C
31 c2511 20250909 2231.00 ... 2215.00 2226.00 C
32 c2601 20250909 2211.00 ... 2191.00 2203.00 C
33 c2603 20250909 2214.00 ... 2204.00 2212.00 C
34 c2605 20250909 2268.00 ... 2258.00 2266.00 C
35 c2607 20250909 2275.00 ... 2266.00 2274.00 C
36 cs2509 20250909 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250909 2528.00 ... 2513.00 2523.00 CS
38 cs2601 20250909 2542.00 ... 2532.00 2540.00 CS
39 cs2603 20250909 2549.00 ... 2538.00 2547.00 CS
40 cs2605 20250909 2621.00 ... 2614.00 2617.00 CS
41 cs2607 20250909 2622.00 ... 2615.00 2620.00 CS
42 eb2509 20250909 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250909 7090.00 ... 7047.00 7062.00 EB
44 eb2511 20250909 7100.00 ... 7058.00 7072.00 EB
45 eb2512 20250909 7100.00 ... 7065.00 7080.00 EB
46 eb2601 20250909 7130.00 ... 7093.00 7108.00 EB
47 eb2602 20250909 7149.00 ... 7123.00 7136.00 EB
48 eb2603 20250909 7180.00 ... 7156.00 7167.00 EB
49 eb2604 20250909 0.00 ... 7193.00 7193.00 EB
50 eb2605 20250909 7229.00 ... 7194.00 7207.00 EB
51 eb2606 20250909 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250909 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250909 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250909 4373.00 ... 4361.00 4386.00 EG
55 eg2510 20250909 4375.00 ... 4351.00 4383.00 EG
56 eg2511 20250909 4361.00 ... 4328.00 4372.00 EG
57 eg2512 20250909 4344.00 ... 4325.00 4354.00 EG
58 eg2601 20250909 4342.00 ... 4319.00 4344.00 EG
59 eg2602 20250909 4347.00 ... 4325.00 4357.00 EG
60 eg2603 20250909 4329.00 ... 4323.00 4349.00 EG
61 eg2604 20250909 4348.00 ... 4348.00 4372.00 EG
62 eg2605 20250909 4363.00 ... 4348.00 4372.00 EG
63 eg2606 20250909 4357.00 ... 4355.00 4371.00 EG
64 eg2607 20250909 4358.00 ... 4358.00 4384.00 EG
65 eg2608 20250909 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250909 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250909 1274.50 ... 1273.00 1274.50 FB
68 fb2511 20250909 1262.00 ... 1258.00 1258.50 FB
69 fb2512 20250909 1257.00 ... 1254.50 1257.50 FB
70 fb2601 20250909 1246.50 ... 1245.00 1249.50 FB
71 fb2602 20250909 1238.00 ... 1238.00 1241.50 FB
72 fb2603 20250909 1244.00 ... 1246.00 1245.00 FB
73 fb2604 20250909 0.00 ... 1255.00 1255.00 FB
74 fb2605 20250909 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250909 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250909 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250909 1300.00 ... 1296.00 1291.50 FB
78 i2509 20250909 839.00 ... 847.50 835.00 I
79 i2510 20250909 816.50 ... 823.50 810.50 I
80 i2511 20250909 810.00 ... 818.00 805.00 I
81 i2512 20250909 803.00 ... 811.50 798.50 I
82 i2601 20250909 792.00 ... 803.00 789.00 I
83 i2602 20250909 786.50 ... 798.00 783.00 I
84 i2603 20250909 782.00 ... 791.00 778.00 I
85 i2604 20250909 777.00 ... 788.00 773.50 I
86 i2605 20250909 768.50 ... 779.00 764.50 I
87 i2606 20250909 762.50 ... 772.00 759.50 I
88 i2607 20250909 758.50 ... 767.50 754.50 I
89 i2608 20250909 754.00 ... 762.50 750.50 I
90 j2509 20250909 0.00 ... 1512.50 1512.50 J
91 j2510 20250909 1510.00 ... 1514.00 1526.50 J
92 j2511 20250909 1543.50 ... 1546.50 1555.00 J
93 j2512 20250909 1583.00 ... 1584.50 1593.50 J
94 j2601 20250909 1620.00 ... 1615.50 1617.00 J
95 j2602 20250909 1642.00 ... 1645.50 1631.50 J
96 j2603 20250909 1660.00 ... 1660.00 1659.50 J
97 j2604 20250909 1722.00 ... 1720.50 1716.00 J
98 j2605 20250909 1747.50 ... 1744.00 1733.50 J
99 j2606 20250909 1765.50 ... 1761.00 1719.00 J
100 j2607 20250909 1768.50 ... 1768.50 1738.50 J
101 j2608 20250909 1762.50 ... 1770.00 1710.50 J
102 jd2509 20250909 3051.00 ... 3050.00 3072.00 JD
103 jd2510 20250909 2995.00 ... 3032.00 3004.00 JD
104 jd2511 20250909 3022.00 ... 3066.00 3027.00 JD
105 jd2512 20250909 3185.00 ... 3223.00 3199.00 JD
106 jd2601 20250909 3400.00 ... 3406.00 3384.00 JD
107 jd2602 20250909 3125.00 ... 3138.00 3125.00 JD
108 jd2603 20250909 3135.00 ... 3150.00 3138.00 JD
109 jd2604 20250909 3330.00 ... 3343.00 3326.00 JD
110 jd2605 20250909 3465.00 ... 3480.00 3461.00 JD
111 jd2606 20250909 3278.00 ... 3287.00 3280.00 JD
112 jd2607 20250909 3500.00 ... 3510.00 3503.00 JD
113 jd2608 20250909 3910.00 ... 3918.00 3911.00 JD
114 jm2509 20250909 950.00 ... 950.50 929.50 JM
115 jm2510 20250909 966.00 ... 963.00 969.50 JM
116 jm2511 20250909 1035.00 ... 1022.00 1028.00 JM
117 jm2512 20250909 1087.00 ... 1082.50 1086.50 JM
118 jm2601 20250909 1143.00 ... 1139.00 1142.50 JM
119 jm2602 20250909 1160.50 ... 1165.00 1165.50 JM
120 jm2603 20250909 1186.50 ... 1188.50 1188.50 JM
121 jm2604 20250909 1212.00 ... 1209.50 1208.00 JM
122 jm2605 20250909 1224.00 ... 1226.00 1223.50 JM
123 jm2606 20250909 1234.00 ... 1241.00 1240.50 JM
124 jm2607 20250909 1250.50 ... 1251.50 1251.00 JM
125 jm2608 20250909 1254.50 ... 1259.50 1260.50 JM
126 l2509 20250909 7217.00 ... 7140.00 7152.00 L
127 l2510 20250909 7247.00 ... 7203.00 7211.00 L
128 l2511 20250909 7227.00 ... 7212.00 7223.00 L
129 l2512 20250909 7252.00 ... 7221.00 7230.00 L
130 l2601 20250909 7248.00 ... 7228.00 7229.00 L
131 l2602 20250909 7239.00 ... 7219.00 7220.00 L
132 l2603 20250909 7216.00 ... 7217.00 7221.00 L
133 l2604 20250909 7275.00 ... 7246.00 7260.00 L
134 l2605 20250909 7259.00 ... 7239.00 7234.00 L
135 l2606 20250909 7228.00 ... 7228.00 7238.00 L
136 l2607 20250909 7267.00 ... 7251.00 7251.00 L
137 l2608 20250909 7285.00 ... 7269.00 7274.00 L
138 lg2509 20250909 780.00 ... 776.50 776.00 LG
139 lg2511 20250909 806.00 ... 805.50 807.00 LG
140 lg2601 20250909 825.00 ... 819.50 821.50 LG
141 lg2603 20250909 829.50 ... 826.00 827.50 LG
142 lg2605 20250909 833.50 ... 830.50 832.00 LG
143 lg2607 20250909 833.50 ... 833.00 833.00 LG
144 lh2509 20250909 13045.00 ... 13140.00 13100.00 LH
145 lh2511 20250909 13290.00 ... 13230.00 13305.00 LH
146 lh2601 20250909 13745.00 ... 13690.00 13800.00 LH
147 lh2603 20250909 13090.00 ... 12990.00 13090.00 LH
148 lh2605 20250909 13555.00 ... 13480.00 13585.00 LH
149 lh2607 20250909 14165.00 ... 14155.00 14190.00 LH
150 m2509 20250909 0.00 ... 3031.00 3031.00 M
151 m2511 20250909 3050.00 ... 3042.00 3051.00 M
152 m2512 20250909 3091.00 ... 3090.00 3091.00 M
153 m2601 20250909 3080.00 ... 3076.00 3079.00 M
154 m2603 20250909 3008.00 ... 2999.00 3007.00 M
155 m2605 20250909 2810.00 ... 2802.00 2811.00 M
156 m2607 20250909 2785.00 ... 2781.00 2792.00 M
157 m2608 20250909 2914.00 ... 2909.00 2918.00 M
158 p2509 20250909 9390.00 ... 9478.00 9320.00 P
159 p2510 20250909 9458.00 ... 9436.00 9422.00 P
160 p2511 20250909 9452.00 ... 9434.00 9414.00 P
161 p2512 20250909 9470.00 ... 9458.00 9434.00 P
162 p2601 20250909 9474.00 ... 9470.00 9438.00 P
163 p2602 20250909 9400.00 ... 9410.00 9400.00 P
164 p2603 20250909 9386.00 ... 9394.00 9386.00 P
165 p2604 20250909 9300.00 ... 9326.00 9284.00 P
166 p2605 20250909 9250.00 ... 9246.00 9218.00 P
167 p2606 20250909 9172.00 ... 9156.00 9122.00 P
168 p2607 20250909 9066.00 ... 9052.00 9038.00 P
169 p2608 20250909 8992.00 ... 8966.00 8956.00 P
170 pg2509 20250909 3730.00 ... 3706.00 3725.00 PG
171 pg2510 20250909 4440.00 ... 4413.00 4389.00 PG
172 pg2511 20250909 4377.00 ... 4356.00 4322.00 PG
173 pg2512 20250909 4330.00 ... 4294.00 4260.00 PG
174 pg2601 20250909 4256.00 ... 4235.00 4195.00 PG
175 pg2602 20250909 4171.00 ... 4166.00 4110.00 PG
176 pg2603 20250909 4073.00 ... 4079.00 4032.00 PG
177 pg2604 20250909 4412.00 ... 4409.00 4384.00 PG
178 pg2605 20250909 4334.00 ... 4323.00 4291.00 PG
179 pg2606 20250909 4250.00 ... 4261.00 4245.00 PG
180 pg2607 20250909 4194.00 ... 4207.00 4181.00 PG
181 pg2608 20250909 4157.00 ... 4163.00 4138.00 PG
182 pp2509 20250909 6688.00 ... 6835.00 6907.00 PP
183 pp2510 20250909 6900.00 ... 6868.00 6881.00 PP
184 pp2511 20250909 6913.00 ... 6896.00 6910.00 PP
185 pp2512 20250909 6955.00 ... 6925.00 6935.00 PP
186 pp2601 20250909 6970.00 ... 6945.00 6950.00 PP
187 pp2602 20250909 6941.00 ... 6922.00 6930.00 PP
188 pp2603 20250909 6910.00 ... 6922.00 6919.00 PP
189 pp2604 20250909 6964.00 ... 6950.00 6946.00 PP
190 pp2605 20250909 6989.00 ... 6962.00 6967.00 PP
191 pp2606 20250909 6944.00 ... 6931.00 6941.00 PP
192 pp2607 20250909 6891.00 ... 6897.00 6919.00 PP
193 pp2608 20250909 6905.00 ... 6906.00 6918.00 PP
194 rr2509 20250909 3620.00 ... 3620.00 3585.00 RR
195 rr2510 20250909 3609.00 ... 3609.00 3611.00 RR
196 rr2511 20250909 3612.00 ... 3613.00 3613.00 RR
197 rr2512 20250909 3611.00 ... 3609.00 3610.00 RR
198 rr2601 20250909 3620.00 ... 3620.00 3623.00 RR
199 rr2602 20250909 3604.00 ... 3604.00 3609.00 RR
200 rr2603 20250909 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250909 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250909 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250909 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250909 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250909 0.00 ... 3625.00 3625.00 RR
206 v2509 20250909 4727.00 ... 4710.00 4721.00 V
207 v2510 20250909 4770.00 ... 4755.00 4770.00 V
208 v2511 20250909 4811.00 ... 4787.00 4801.00 V
209 v2512 20250909 4848.00 ... 4822.00 4839.00 V
210 v2601 20250909 4890.00 ... 4864.00 4878.00 V
211 v2602 20250909 4921.00 ... 4898.00 4919.00 V
212 v2603 20250909 4956.00 ... 4931.00 4950.00 V
213 v2604 20250909 5160.00 ... 5120.00 5154.00 V
214 v2605 20250909 5192.00 ... 5173.00 5186.00 V
215 v2606 20250909 5216.00 ... 5192.00 5208.00 V
216 v2607 20250909 5248.00 ... 5241.00 5252.00 V
217 v2608 20250909 5298.00 ... 5271.00 5285.00 V
218 y2509 20250909 7916.00 ... 8286.00 8420.00 Y
219 y2511 20250909 8442.00 ... 8448.00 8432.00 Y
220 y2512 20250909 8468.00 ... 8466.00 8454.00 Y
221 y2601 20250909 8424.00 ... 8418.00 8408.00 Y
222 y2603 20250909 8362.00 ... 8336.00 8326.00 Y
223 y2605 20250909 8132.00 ... 8122.00 8110.00 Y
224 y2607 20250909 8078.00 ... 8080.00 8062.00 Y
225 y2608 20250909 8094.00 ... 8086.00 8052.00 Y
[226 rows x 12 columns]
2025-09-12 18:27:12,283 - future_1d - INFO - ak.get_dce_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 IC2509 20250909 6904.000 ... 6866.800 6925.600 IC
1 IC2510 20250909 6814.600 ... 6808.000 6870.600 IC
2 IC2512 20250909 6730.000 ... 6692.000 6761.600 IC
3 IC2603 20250909 6599.800 ... 6546.400 6615.600 IC
4 IF2509 20250909 4438.000 ... 4420.800 4457.000 IF
5 IF2510 20250909 4434.800 ... 4412.800 4449.400 IF
6 IF2512 20250909 4415.800 ... 4393.200 4429.600 IF
7 IF2603 20250909 4397.800 ... 4373.600 4411.000 IF
8 IH2509 20250909 2930.400 ... 2922.000 2938.600 IH
9 IH2510 20250909 2930.400 ... 2921.600 2938.400 IH
10 IH2512 20250909 2934.000 ... 2921.800 2938.800 IH
11 IH2603 20250909 2932.800 ... 2923.200 2941.800 IH
12 IM2509 20250909 7215.000 ... 7153.400 7248.000 IM
13 IM2510 20250909 7135.600 ... 7092.400 7189.200 IM
14 IM2512 20250909 7020.000 ... 6948.800 7053.200 IM
15 IM2603 20250909 6850.000 ... 6769.800 6873.200 IM
16 T2509 20250909 NaN ... 107.920 107.980 T
17 T2512 20250909 107.835 ... 107.785 107.845 T
18 T2603 20250909 107.540 ... 107.525 107.570 T
19 TF2509 20250909 105.625 ... 105.655 105.670 TF
20 TF2512 20250909 105.580 ... 105.580 105.580 TF
21 TF2603 20250909 105.485 ... 105.495 105.495 TF
22 TL2509 20250909 116.490 ... 116.310 116.400 TL
23 TL2512 20250909 116.050 ... 115.760 115.980 TL
24 TL2603 20250909 115.700 ... 115.390 115.640 TL
25 TS2509 20250909 NaN ... 102.346 102.356 TS
26 TS2512 20250909 102.386 ... 102.390 102.400 TS
27 TS2603 20250909 102.338 ... 102.324 102.350 TS
[28 rows x 12 columns]
2025-09-12 18:27:12,493 - future_1d - INFO - ak.get_cffex_daily('2025-09-09') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250909 8340.0 8346.0 ... 398303.72 8175.0 8359.0 AP
1 AP511 20250909 8232.0 8267.0 ... 11144.13 8049.0 8240.0 AP
2 AP512 20250909 8285.0 8333.0 ... 3579.47 8080.0 8273.0 AP
3 AP601 20250909 8381.0 8428.0 ... 1609975.99 8136.0 8347.0 AP
4 AP603 20250909 8277.0 8300.0 ... 2110.89 8088.0 8242.0 AP
5 AP604 20250909 8286.0 8286.0 ... 980.05 8100.0 8236.0 AP
6 AP605 20250909 8321.0 8350.0 ... 10286.90 8177.0 8284.0 AP
7 CF509 20250909 13465.0 13465.0 ... 6919.57 13440.0 13490.0 CF
8 CF511 20250909 13700.0 13740.0 ... 236848.95 13675.0 13770.0 CF
9 CF601 20250909 13900.0 13945.0 ... 1654355.34 13880.0 13930.0 CF
10 CF603 20250909 13880.0 13910.0 ... 3437.41 13860.0 13890.0 CF
11 CF605 20250909 13850.0 13900.0 ... 131204.40 13835.0 13875.0 CF
12 CF607 20250909 13895.0 13910.0 ... 561.29 13860.0 13890.0 CF
13 CJ509 20250909 10000.0 10000.0 ... 129.31 9945.0 10015.0 CJ
14 CJ512 20250909 11050.0 11090.0 ... 4191.64 10985.0 10990.0 CJ
15 CJ601 20250909 11125.0 11165.0 ... 540637.40 11040.0 11065.0 CJ
16 CJ603 20250909 11165.0 11200.0 ... 5224.81 11080.0 11130.0 CJ
17 CJ605 20250909 11240.0 11295.0 ... 83151.06 11170.0 11200.0 CJ
18 CJ607 20250909 11385.0 11390.0 ... 2087.84 11315.0 11325.0 CJ
19 CY509 20250909 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250909 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250909 19945.0 19965.0 ... 122435.39 19920.0 19955.0 CY
22 CY512 20250909 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250909 19925.0 19935.0 ... 1173.78 19895.0 19945.0 CY
24 CY602 20250909 0.0 0.0 ... 0.00 19995.0 20015.0 CY
25 CY603 20250909 0.0 0.0 ... 0.00 20260.0 20340.0 CY
26 CY604 20250909 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250909 0.0 0.0 ... 0.00 20165.0 20205.0 CY
28 CY606 20250909 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250909 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250909 0.0 0.0 ... 0.00 20220.0 20220.0 CY
31 FG509 20250909 1014.0 1030.0 ... 203.50 1017.0 994.0 FG
32 FG510 20250909 1118.0 1130.0 ... 55015.70 1118.0 1103.0 FG
33 FG511 20250909 1109.0 1121.0 ... 187668.49 1110.0 1092.0 FG
34 FG512 20250909 1205.0 1217.0 ... 77145.75 1206.0 1195.0 FG
35 FG601 20250909 1204.0 1212.0 ... 4621726.47 1199.0 1188.0 FG
36 FG602 20250909 1252.0 1260.0 ... 27773.82 1248.0 1237.0 FG
37 FG603 20250909 1256.0 1263.0 ... 1550.57 1252.0 1240.0 FG
38 FG604 20250909 1300.0 1361.0 ... 2991.62 1311.0 1291.0 FG
39 FG605 20250909 1297.0 1308.0 ... 95590.43 1296.0 1287.0 FG
40 FG606 20250909 1320.0 1334.0 ... 865.75 1324.0 1317.0 FG
41 FG607 20250909 1315.0 1325.0 ... 1217.30 1317.0 1315.0 FG
42 FG608 20250909 1323.0 1350.0 ... 1281.40 1343.0 1337.0 FG
43 JR509 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250909 2249.0 2249.0 ... 553.78 2242.0 2245.0 MA
53 MA510 20250909 2326.0 2326.0 ... 20044.67 2305.0 2309.0 MA
54 MA511 20250909 2346.0 2346.0 ... 117189.59 2331.0 2335.0 MA
55 MA512 20250909 2392.0 2392.0 ... 71359.94 2373.0 2377.0 MA
56 MA601 20250909 2407.0 2411.0 ... 1086271.68 2397.0 2403.0 MA
57 MA602 20250909 2414.0 2425.0 ... 18299.25 2410.0 2414.0 MA
58 MA603 20250909 2415.0 2415.0 ... 74.71 2410.0 2417.0 MA
59 MA604 20250909 0.0 0.0 ... 0.00 2407.0 2407.0 MA
60 MA605 20250909 2410.0 2410.0 ... 90035.18 2394.0 2397.0 MA
61 MA606 20250909 2394.0 2395.0 ... 4.79 2395.0 2403.0 MA
62 MA607 20250909 2393.0 2393.0 ... 85.75 2382.0 2392.0 MA
63 MA608 20250909 2391.0 2391.0 ... 7.16 2388.0 2403.0 MA
64 OI509 20250909 9950.0 9984.0 ... 2990.35 9968.0 9915.0 OI
65 OI511 20250909 10026.0 10035.0 ... 495784.10 9999.0 9921.0 OI
66 OI601 20250909 9847.0 9871.0 ... 2580180.42 9845.0 9782.0 OI
67 OI603 20250909 9676.0 9710.0 ... 3310.56 9680.0 9632.0 OI
68 OI605 20250909 9541.0 9570.0 ... 216425.92 9530.0 9505.0 OI
69 OI607 20250909 9497.0 9516.0 ... 1090.17 9480.0 9440.0 OI
70 PF509 20250909 0.0 0.0 ... 0.00 6268.0 6264.0 PF
71 PF510 20250909 6400.0 6400.0 ... 59152.34 6360.0 6336.0 PF
72 PF511 20250909 6358.0 6366.0 ... 459479.05 6340.0 6324.0 PF
73 PF512 20250909 6370.0 6370.0 ... 140679.42 6322.0 6310.0 PF
74 PF601 20250909 6384.0 6388.0 ... 12038.09 6368.0 6366.0 PF
75 PF602 20250909 6394.0 6402.0 ... 44389.23 6374.0 6376.0 PF
76 PF603 20250909 6386.0 6386.0 ... 15.97 6386.0 6386.0 PF
77 PF604 20250909 0.0 0.0 ... 0.00 6442.0 6442.0 PF
78 PF605 20250909 0.0 0.0 ... 0.00 6454.0 6454.0 PF
79 PF606 20250909 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250909 0.0 0.0 ... 0.00 6492.0 6480.0 PF
81 PF608 20250909 0.0 0.0 ... 0.00 6508.0 6490.0 PF
82 PK510 20250909 7984.0 8000.0 ... 56800.39 7926.0 7986.0 PK
83 PK511 20250909 7860.0 7884.0 ... 444429.83 7830.0 7856.0 PK
84 PK512 20250909 7874.0 7898.0 ... 134430.25 7844.0 7864.0 PK
85 PK601 20250909 7888.0 7906.0 ... 54574.51 7860.0 7874.0 PK
86 PK603 20250909 7898.0 7898.0 ... 177.32 7882.0 7884.0 PK
87 PK604 20250909 7906.0 7918.0 ... 197.38 7896.0 7894.0 PK
88 PK605 20250909 7910.0 7914.0 ... 5695.36 7884.0 7900.0 PK
89 PL601 20250909 6430.0 6430.0 ... 33072.70 6395.0 6388.0 PL
90 PL602 20250909 6448.0 6456.0 ... 334.48 6432.0 6446.0 PL
91 PL603 20250909 6434.0 6434.0 ... 64.27 6427.0 6451.0 PL
92 PL604 20250909 0.0 0.0 ... 0.00 6465.0 6475.0 PL
93 PL605 20250909 6358.0 6361.0 ... 25.44 6360.0 6391.0 PL
94 PL606 20250909 6424.0 6424.0 ... 12.85 6424.0 6424.0 PL
95 PL607 20250909 6424.0 6424.0 ... 12.85 6424.0 6464.0 PL
96 PL608 20250909 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250909 0.0 0.0 ... 0.00 5794.0 5794.0 PR
104 PR510 20250909 5868.0 5872.0 ... 10347.77 5836.0 5834.0 PR
105 PR511 20250909 5868.0 5872.0 ... 283115.06 5834.0 5844.0 PR
106 PR512 20250909 5876.0 5878.0 ... 132496.53 5842.0 5854.0 PR
107 PR601 20250909 5878.0 5878.0 ... 31881.14 5846.0 5854.0 PR
108 PR602 20250909 0.0 0.0 ... 0.00 5886.0 5876.0 PR
109 PR603 20250909 0.0 0.0 ... 0.00 5894.0 5890.0 PR
110 PR604 20250909 0.0 0.0 ... 0.00 5892.0 5882.0 PR
111 PR605 20250909 5916.0 5916.0 ... 8.87 5916.0 5906.0 PR
112 PR606 20250909 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250909 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250909 0.0 0.0 ... 0.00 5960.0 5960.0 PR
115 PX509 20250909 0.0 0.0 ... 0.00 6724.0 6730.0 PX
116 PX510 20250909 6756.0 6756.0 ... 8687.10 6708.0 6706.0 PX
117 PX511 20250909 6768.0 6768.0 ... 496469.85 6708.0 6714.0 PX
118 PX512 20250909 6748.0 6748.0 ... 143746.16 6690.0 6696.0 PX
119 PX601 20250909 6716.0 6716.0 ... 78664.32 6674.0 6668.0 PX
120 PX602 20250909 6696.0 6696.0 ... 13598.00 6660.0 6658.0 PX
121 PX603 20250909 6652.0 6652.0 ... 6.65 6646.0 6634.0 PX
122 PX604 20250909 0.0 0.0 ... 0.00 6696.0 6696.0 PX
123 PX605 20250909 6702.0 6702.0 ... 373.85 6676.0 6664.0 PX
124 PX606 20250909 6682.0 6682.0 ... 3.34 6682.0 6706.0 PX
125 PX607 20250909 6674.0 6674.0 ... 3.34 6674.0 6722.0 PX
126 PX608 20250909 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250909 2580.0 2580.0 ... 334.54 2573.0 2575.0 RM
134 RM511 20250909 2550.0 2559.0 ... 15329.09 2548.0 2556.0 RM
135 RM601 20250909 2537.0 2557.0 ... 634313.36 2539.0 2543.0 RM
136 RM603 20250909 2427.0 2445.0 ... 7668.25 2432.0 2426.0 RM
137 RM605 20250909 2396.0 2412.0 ... 117107.73 2399.0 2395.0 RM
138 RM607 20250909 2379.0 2392.0 ... 23475.46 2380.0 2383.0 RM
139 RM608 20250909 2475.0 2489.0 ... 771.18 2480.0 2474.0 RM
140 RS509 20250909 0.0 0.0 ... 0.00 4854.0 4838.0 RS
141 RS511 20250909 5209.0 5212.0 ... 51.96 5196.0 5184.0 RS
142 RS607 20250909 5511.0 5602.0 ... 155.71 5561.0 5543.0 RS
143 RS608 20250909 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250909 1167.0 1173.0 ... 2515.61 1167.0 1165.0 SA
145 SA510 20250909 1213.0 1222.0 ... 33263.59 1212.0 1212.0 SA
146 SA511 20250909 1227.0 1231.0 ... 250002.89 1219.0 1220.0 SA
147 SA512 20250909 1283.0 1289.0 ... 87096.11 1275.0 1276.0 SA
148 SA601 20250909 1293.0 1299.0 ... 2839531.36 1287.0 1286.0 SA
149 SA602 20250909 1326.0 1330.0 ... 62674.38 1316.0 1318.0 SA
150 SA603 20250909 1337.0 1337.0 ... 2371.62 1323.0 1325.0 SA
151 SA604 20250909 1370.0 1374.0 ... 3728.46 1360.0 1368.0 SA
152 SA605 20250909 1372.0 1378.0 ... 96798.51 1367.0 1372.0 SA
153 SA606 20250909 1383.0 1387.0 ... 507.15 1378.0 1381.0 SA
154 SA607 20250909 1386.0 1389.0 ... 839.95 1377.0 1380.0 SA
155 SA608 20250909 1400.0 1406.0 ... 416.35 1397.0 1399.0 SA
156 SF509 20250909 5450.0 5480.0 ... 307.75 5448.0 5414.0 SF
157 SF510 20250909 5462.0 5498.0 ... 18900.46 5468.0 5414.0 SF
158 SF511 20250909 5624.0 5662.0 ... 400489.95 5630.0 5578.0 SF
159 SF512 20250909 5586.0 5614.0 ... 92623.74 5584.0 5534.0 SF
160 SF601 20250909 5588.0 5616.0 ... 125748.63 5586.0 5542.0 SF
161 SF602 20250909 5550.0 5582.0 ... 39671.48 5548.0 5508.0 SF
162 SF603 20250909 5754.0 5756.0 ... 14.36 5744.0 5690.0 SF
163 SF604 20250909 5736.0 5736.0 ... 5.72 5722.0 5658.0 SF
164 SF605 20250909 5688.0 5720.0 ... 899.25 5692.0 5658.0 SF
165 SF606 20250909 5656.0 5660.0 ... 28.28 5656.0 5618.0 SF
166 SF607 20250909 5808.0 5826.0 ... 8.72 5810.0 5758.0 SF
167 SF608 20250909 5736.0 5758.0 ... 20.10 5744.0 5726.0 SF
168 SH509 20250909 0.0 0.0 ... 0.00 2656.0 2661.0 SH
169 SH510 20250909 2570.0 2587.0 ... 79548.13 2567.0 2570.0 SH
170 SH511 20250909 2588.0 2596.0 ... 525886.10 2571.0 2585.0 SH
171 SH512 20250909 2598.0 2612.0 ... 237136.33 2590.0 2604.0 SH
172 SH601 20250909 2588.0 2593.0 ... 2024748.37 2578.0 2583.0 SH
173 SH602 20250909 2607.0 2609.0 ... 22017.75 2595.0 2600.0 SH
174 SH603 20250909 2616.0 2626.0 ... 1670.27 2614.0 2616.0 SH
175 SH604 20250909 2668.0 2668.0 ... 151.28 2654.0 2659.0 SH
176 SH605 20250909 2680.0 2681.0 ... 12439.80 2667.0 2673.0 SH
177 SH606 20250909 2670.0 2686.0 ... 152.26 2671.0 2680.0 SH
178 SH607 20250909 2668.0 2680.0 ... 208.20 2669.0 2673.0 SH
179 SH608 20250909 0.0 0.0 ... 0.00 2683.0 2683.0 SH
180 SM509 20250909 5720.0 5764.0 ... 1986.60 5742.0 5708.0 SM
181 SM510 20250909 5754.0 5780.0 ... 21824.63 5756.0 5726.0 SM
182 SM511 20250909 5840.0 5852.0 ... 235701.28 5826.0 5798.0 SM
183 SM512 20250909 5846.0 5856.0 ... 42865.71 5832.0 5808.0 SM
184 SM601 20250909 5840.0 5864.0 ... 347986.20 5838.0 5806.0 SM
185 SM602 20250909 5858.0 5870.0 ... 157117.32 5844.0 5806.0 SM
186 SM603 20250909 5858.0 5858.0 ... 26.34 5854.0 5832.0 SM
187 SM604 20250909 5864.0 5864.0 ... 5.86 5864.0 5816.0 SM
188 SM605 20250909 5880.0 5904.0 ... 4777.08 5880.0 5854.0 SM
189 SM606 20250909 5880.0 5880.0 ... 2.94 5880.0 5858.0 SM
190 SM607 20250909 5890.0 5898.0 ... 14.73 5894.0 5902.0 SM
191 SM608 20250909 0.0 0.0 ... 0.00 5886.0 5860.0 SM
192 SR509 20250909 5540.0 5540.0 ... 210.29 5534.0 5540.0 SR
193 SR511 20250909 5530.0 5558.0 ... 112762.65 5525.0 5516.0 SR
194 SR601 20250909 5535.0 5538.0 ... 849127.29 5521.0 5522.0 SR
195 SR603 20250909 5523.0 5526.0 ... 1460.58 5512.0 5511.0 SR
196 SR605 20250909 5516.0 5519.0 ... 38885.99 5503.0 5506.0 SR
197 SR607 20250909 5508.0 5515.0 ... 3701.67 5500.0 5506.0 SR
198 TA509 20250909 4570.0 4600.0 ... 6553.18 4580.0 4544.0 TA
199 TA510 20250909 4652.0 4658.0 ... 47427.45 4640.0 4624.0 TA
200 TA511 20250909 4664.0 4674.0 ... 279933.49 4648.0 4640.0 TA
201 TA512 20250909 4686.0 4686.0 ... 148433.18 4660.0 4656.0 TA
202 TA601 20250909 4698.0 4698.0 ... 1006864.04 4670.0 4662.0 TA
203 TA602 20250909 4688.0 4694.0 ... 10259.67 4676.0 4674.0 TA
204 TA603 20250909 4710.0 4710.0 ... 53.92 4690.0 4700.0 TA
205 TA604 20250909 4696.0 4696.0 ... 21.11 4692.0 4702.0 TA
206 TA605 20250909 4736.0 4736.0 ... 32238.31 4702.0 4700.0 TA
207 TA606 20250909 4708.0 4710.0 ... 4.71 4710.0 4684.0 TA
208 TA607 20250909 4720.0 4720.0 ... 2.36 4720.0 4708.0 TA
209 TA608 20250909 4730.0 4730.0 ... 2.37 4730.0 4722.0 TA
210 UR509 20250909 1633.0 1633.0 ... 897.09 1625.0 1653.0 UR
211 UR510 20250909 1661.0 1663.0 ... 15988.70 1650.0 1669.0 UR
212 UR511 20250909 1693.0 1699.0 ... 48433.83 1681.0 1702.0 UR
213 UR512 20250909 1697.0 1699.0 ... 17355.75 1684.0 1705.0 UR
214 UR601 20250909 1699.0 1701.0 ... 614104.61 1686.0 1703.0 UR
215 UR602 20250909 1695.0 1698.0 ... 809.77 1687.0 1702.0 UR
216 UR603 20250909 1742.0 1742.0 ... 706.17 1731.0 1747.0 UR
217 UR604 20250909 1737.0 1737.0 ... 245.90 1732.0 1749.0 UR
218 UR605 20250909 1740.0 1744.0 ... 37407.45 1734.0 1745.0 UR
219 UR606 20250909 1735.0 1735.0 ... 179.90 1730.0 1740.0 UR
220 UR607 20250909 1763.0 1768.0 ... 77.43 1760.0 1769.0 UR
221 UR608 20250909 1761.0 1761.0 ... 105.17 1753.0 1765.0 UR
222 WH509 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:27:13,843 - future_1d - INFO - ak.get_czce_daily('2025-09-09') done
2025-09-12 18:28:12,055 - future_1d - INFO - save future_daily 2025-09-09 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250910 ... 79730 79760 CU
1 1 CU2510 20250910 ... 79680 79710 CU
2 2 CU2511 20250910 ... 79670 79670 CU
3 3 CU2512 20250910 ... 79640 79640 CU
4 4 CU2601 20250910 ... 79610 79600 CU
5 5 CU2602 20250910 ... 79570 79620 CU
6 6 CU2603 20250910 ... 79590 79630 CU
7 7 CU2604 20250910 ... 79690 79700 CU
8 8 CU2605 20250910 ... 79660 79690 CU
9 9 CU2606 20250910 ... 79700 79690 CU
10 10 CU2607 20250910 ... 79790 79700 CU
11 11 CU2608 20250910 ... 79740 79740 CU
12 12 BC2509 20250910 ... 70500 70500 BC
13 13 BC2510 20250910 ... 70820 70810 BC
14 14 BC2511 20250910 ... 70800 70780 BC
15 15 BC2512 20250910 ... 70790 70790 BC
16 16 BC2601 20250910 ... 70880 70880 BC
17 17 BC2602 20250910 ... 70900 70900 BC
18 18 BC2603 20250910 ... 70050 70880 BC
19 19 BC2604 20250910 ... 71200 71200 BC
20 20 BC2605 20250910 ... 71170 71170 BC
21 21 BC2606 20250910 ... 70700 70700 BC
22 22 BC2607 20250910 ... 70900 70900 BC
23 23 BC2608 20250910 ... 70800 70800 BC
24 24 AL2509 20250910 ... 20765 20745 AL
25 25 AL2510 20250910 ... 20785 20750 AL
26 26 AL2511 20250910 ... 20770 20730 AL
27 27 AL2512 20250910 ... 20745 20715 AL
28 28 AL2601 20250910 ... 20730 20695 AL
29 29 AL2602 20250910 ... 20730 20695 AL
30 30 AL2603 20250910 ... 20755 20720 AL
31 31 AL2604 20250910 ... 20780 20740 AL
32 32 AL2605 20250910 ... 20805 20755 AL
33 33 AL2606 20250910 ... 20795 20765 AL
34 34 AL2607 20250910 ... 20800 20775 AL
35 35 AL2608 20250910 ... 20810 20775 AL
36 36 ZN2509 20250910 ... 22115 22155 ZN
37 37 ZN2510 20250910 ... 22170 22200 ZN
38 38 ZN2511 20250910 ... 22175 22205 ZN
39 39 ZN2512 20250910 ... 22185 22210 ZN
40 40 ZN2601 20250910 ... 22205 22215 ZN
41 41 ZN2602 20250910 ... 22200 22215 ZN
42 42 ZN2603 20250910 ... 22230 22230 ZN
43 43 ZN2604 20250910 ... 22245 22245 ZN
44 44 ZN2605 20250910 ... 22255 22270 ZN
45 45 ZN2606 20250910 ... 22285 22280 ZN
46 46 ZN2607 20250910 ... 22270 22250 ZN
47 47 ZN2608 20250910 ... 22280 22310 ZN
48 48 PB2509 20250910 ... 16805 16850 PB
49 49 PB2510 20250910 ... 16840 16915 PB
50 50 PB2511 20250910 ... 16850 16915 PB
51 51 PB2512 20250910 ... 16870 16920 PB
52 52 PB2601 20250910 ... 16880 16925 PB
53 53 PB2602 20250910 ... 16945 16945 PB
54 54 PB2603 20250910 ... 16910 16970 PB
55 55 PB2604 20250910 ... 16945 16990 PB
56 56 PB2605 20250910 ... 16945 17000 PB
57 57 PB2606 20250910 ... 17030 17030 PB
58 58 PB2607 20250910 ... 17020 17020 PB
59 59 PB2608 20250910 ... 17060 17060 PB
60 60 NI2509 20250910 ... 120110 120640 NI
61 61 NI2510 20250910 ... 120490 120940 NI
62 62 NI2511 20250910 ... 120660 121110 NI
63 63 NI2512 20250910 ... 120870 121320 NI
64 64 NI2601 20250910 ... 121080 121610 NI
65 65 NI2602 20250910 ... 121360 121760 NI
66 66 NI2603 20250910 ... 121570 122100 NI
67 67 NI2604 20250910 ... 121760 122290 NI
68 68 NI2605 20250910 ... 121960 122440 NI
69 69 NI2606 20250910 ... 122270 122750 NI
70 70 NI2607 20250910 ... 122470 122990 NI
71 71 NI2608 20250910 ... 122910 123060 NI
72 72 SN2509 20250910 ... 268520 269640 SN
73 73 SN2510 20250910 ... 269480 269790 SN
74 74 SN2511 20250910 ... 269720 270010 SN
75 75 SN2512 20250910 ... 269940 270020 SN
76 76 SN2601 20250910 ... 270340 269950 SN
77 77 SN2602 20250910 ... 270030 269870 SN
78 78 SN2603 20250910 ... 270300 270180 SN
79 79 SN2604 20250910 ... 270750 270260 SN
80 80 SN2605 20250910 ... 271250 270760 SN
81 81 SN2606 20250910 ... 269320 270710 SN
82 82 SN2607 20250910 ... 270950 270170 SN
83 83 SN2608 20250910 ... 271420 271420 SN
84 84 AO2509 20250910 ... 2869 2908 AO
85 85 AO2510 20250910 ... 2905 2919 AO
86 86 AO2511 20250910 ... 2909 2927 AO
87 87 AO2512 20250910 ... 2913 2935 AO
88 88 AO2601 20250910 ... 2922 2944 AO
89 89 AO2602 20250910 ... 2932 2948 AO
90 90 AO2603 20250910 ... 2995 3011 AO
91 91 AO2604 20250910 ... 3008 3021 AO
92 92 AO2605 20250910 ... 3010 3031 AO
93 93 AO2606 20250910 ... 3023 3037 AO
94 94 AO2607 20250910 ... 3033 3055 AO
95 95 AO2608 20250910 ... 3054 3070 AO
96 96 AD2511 20250910 ... 20350 20320 AD
97 97 AD2512 20250910 ... 20355 20335 AD
98 98 AD2601 20250910 ... 20355 20325 AD
99 99 AD2602 20250910 ... 20360 20280 AD
100 100 AD2603 20250910 ... 20360 20295 AD
101 101 AD2604 20250910 ... 20240 20240 AD
102 102 AD2605 20250910 ... 20265 20210 AD
103 103 AD2606 20250910 ... 20155 20155 AD
104 104 AD2607 20250910 ... 20150 20150 AD
105 105 AD2608 20250910 ... 20170 20170 AD
106 106 AU2509 20250910 ... 853.28 831.12 AU
107 107 AU2510 20250910 ... 833.38 831.68 AU
108 108 AU2511 20250910 ... 835.86 832.74 AU
109 109 AU2512 20250910 ... 835.82 834.4 AU
110 110 AU2602 20250910 ... 838.18 836.64 AU
111 111 AU2604 20250910 ... 840.72 838.66 AU
112 112 AU2606 20250910 ... 843.26 841.12 AU
113 113 AU2608 20250910 ... 845.5 842.94 AU
114 114 AG2509 20250910 ... 9779 9844 AG
115 115 AG2510 20250910 ... 9771 9867 AG
116 116 AG2511 20250910 ... 9788 9877 AG
117 117 AG2512 20250910 ... 9794 9889 AG
118 118 AG2601 20250910 ... 9804 9899 AG
119 119 AG2602 20250910 ... 9816 9908 AG
120 120 AG2603 20250910 ... 9830 9925 AG
121 121 AG2604 20250910 ... 9840 9934 AG
122 122 AG2605 20250910 ... 9857 9949 AG
123 123 AG2606 20250910 ... 9866 9962 AG
124 124 AG2607 20250910 ... 9914 9980 AG
125 125 AG2608 20250910 ... 9905 9993 AG
126 126 RB2509 20250910 ... 2950 2951 RB
127 127 RB2510 20250910 ... 3025 3043 RB
128 128 RB2511 20250910 ... 3045 3061 RB
129 129 RB2512 20250910 ... 3089 3107 RB
130 130 RB2601 20250910 ... 3108 3132 RB
131 131 RB2602 20250910 ... 3107 3125 RB
132 132 RB2603 20250910 ... 3116 3143 RB
133 133 RB2604 20250910 ... 3140 3164 RB
134 134 RB2605 20250910 ... 3154 3177 RB
135 135 RB2606 20250910 ... 3165 3190 RB
136 136 RB2607 20250910 ... 3183 3214 RB
137 137 RB2608 20250910 ... 3190 3218 RB
138 138 WR2509 20250910 ... 3342 3342 WR
139 139 WR2510 20250910 ... 3280 3287 WR
140 140 WR2511 20250910 ... 3302 3320 WR
141 141 WR2512 20250910 ... 3324 3349 WR
142 142 WR2601 20250910 ... 3390 3352 WR
143 143 WR2602 20250910 ... 3337 3337 WR
144 144 WR2603 20250910 ... 3338 3338 WR
145 145 WR2604 20250910 ... 3399 3400 WR
146 146 WR2605 20250910 ... 3414 3414 WR
147 147 WR2606 20250910 ... 3375 3375 WR
148 148 WR2607 20250910 ... 3390 3432 WR
149 149 WR2608 20250910 ... 3414 3414 WR
150 150 HC2509 20250910 ... 3396 3396 HC
151 151 HC2510 20250910 ... 3370 3384 HC
152 152 HC2511 20250910 ... 3357 3373 HC
153 153 HC2512 20250910 ... 3350 3366 HC
154 154 HC2601 20250910 ... 3335 3355 HC
155 155 HC2602 20250910 ... 3339 3353 HC
156 156 HC2603 20250910 ... 3342 3357 HC
157 157 HC2604 20250910 ... 3346 3359 HC
158 158 HC2605 20250910 ... 3346 3361 HC
159 159 HC2606 20250910 ... 3359 3366 HC
160 160 HC2607 20250910 ... 3340 3368 HC
161 161 HC2608 20250910 ... 3358 3371 HC
162 162 SS2509 20250910 ... 12800 12800 SS
163 163 SS2510 20250910 ... 12825 12850 SS
164 164 SS2511 20250910 ... 12915 12930 SS
165 165 SS2512 20250910 ... 12955 12975 SS
166 166 SS2601 20250910 ... 13005 13025 SS
167 167 SS2602 20250910 ... 13060 13065 SS
168 168 SS2603 20250910 ... 13120 13175 SS
169 169 SS2604 20250910 ... 13190 13190 SS
170 170 SS2605 20250910 ... 13265 13295 SS
171 171 SS2606 20250910 ... 13320 13330 SS
172 172 SS2607 20250910 ... 13370 13405 SS
173 173 SS2608 20250910 ... 13400 13445 SS
174 174 SC2510 20250910 ... 486.1 483.4 SC
175 175 SC2511 20250910 ... 485.7 481.3 SC
176 176 SC2512 20250910 ... 484.6 479.6 SC
177 177 SC2601 20250910 ... 484.5 477.3 SC
178 178 SC2602 20250910 ... 483.7 476 SC
179 179 SC2603 20250910 ... 482.6 474.9 SC
180 180 SC2604 20250910 ... 481.6 473.4 SC
181 181 SC2605 20250910 ... 481.5 472.7 SC
182 182 SC2606 20250910 ... 477.9 471.4 SC
183 183 SC2607 20250910 ... 480.9 467.9 SC
184 184 SC2608 20250910 ... 475.5 467.4 SC
185 185 SC2609 20250910 ... 474.4 466 SC
186 186 SC2612 20250910 ... 467.3 464.8 SC
187 187 SC2703 20250910 ... 462.1 462.1 SC
188 188 SC2706 20250910 ... 460.7 459.3 SC
189 189 SC2709 20250910 ... 461.3 460.6 SC
190 190 SC2712 20250910 ... 461 461.7 SC
191 191 SC2803 20250910 ... 459.5 460.8 SC
192 192 SC2806 20250910 ... 461.5 458.5 SC
193 193 SC2809 20250910 ... 458.1 458.1 SC
194 194 LU2510 20250910 ... 3368 3345 LU
195 195 LU2511 20250910 ... 3392 3367 LU
196 196 LU2512 20250910 ... 3382 3365 LU
197 197 LU2601 20250910 ... 3378 3358 LU
198 198 LU2602 20250910 ... 3358 3340 LU
199 199 LU2603 20250910 ... 3354 3336 LU
200 200 LU2604 20250910 ... 3349 3334 LU
201 201 LU2605 20250910 ... 3341 3325 LU
202 202 LU2606 20250910 ... 3339 3313 LU
203 203 LU2607 20250910 ... 3335 3320 LU
204 204 LU2608 20250910 ... 3324 3329 LU
205 205 LU2609 20250910 ... 3329 3316 LU
206 206 FU2510 20250910 ... 2828 2787 FU
207 207 FU2511 20250910 ... 2822 2787 FU
208 208 FU2512 20250910 ... 2802 2768 FU
209 209 FU2601 20250910 ... 2789 2756 FU
210 210 FU2602 20250910 ... 2771 2740 FU
211 211 FU2603 20250910 ... 2759 2727 FU
212 212 FU2604 20250910 ... 2757 2725 FU
213 213 FU2605 20250910 ... 2742 2716 FU
214 214 FU2606 20250910 ... 2735 2711 FU
215 215 FU2607 20250910 ... 2724 2700 FU
216 216 FU2608 20250910 ... 2717 2693 FU
217 217 FU2609 20250910 ... 2696 2674 FU
218 218 BU2509 20250910 ... 3404 3448 BU
219 219 BU2510 20250910 ... 3456 3444 BU
220 220 BU2511 20250910 ... 3437 3420 BU
221 221 BU2512 20250910 ... 3392 3374 BU
222 222 BU2601 20250910 ... 3365 3348 BU
223 223 BU2602 20250910 ... 3364 3348 BU
224 224 BU2603 20250910 ... 3369 3352 BU
225 225 BU2604 20250910 ... 3348 3348 BU
226 226 BU2605 20250910 ... 3357 3351 BU
227 227 BU2606 20250910 ... 3353 3344 BU
228 228 BU2607 20250910 ... 3358 3341 BU
229 229 BU2608 20250910 ... 3340 3340 BU
230 230 BU2609 20250910 ... 3346 3329 BU
231 231 BU2612 20250910 ... 3307 3293 BU
232 232 BU2703 20250910 ... 3293 3293 BU
233 233 BU2706 20250910 ... 3321 3302 BU
234 234 BR2509 20250910 ... 11850 11930 BR
235 235 BR2510 20250910 ... 11720 11820 BR
236 236 BR2511 20250910 ... 11705 11795 BR
237 237 BR2512 20250910 ... 11690 11785 BR
238 238 BR2601 20250910 ... 11700 11775 BR
239 239 BR2602 20250910 ... 11735 11895 BR
240 240 BR2603 20250910 ... 11705 11725 BR
241 241 BR2604 20250910 ... 11710 11670 BR
242 242 BR2605 20250910 ... 11745 11880 BR
243 243 BR2606 20250910 ... 11815 11815 BR
244 244 BR2607 20250910 ... 12000 12000 BR
245 245 BR2608 20250910 ... 11915 11915 BR
246 246 RU2509 20250910 ... 14975 15180 RU
247 247 RU2510 20250910 ... 15050 15170 RU
248 248 RU2511 20250910 ... 15005 15100 RU
249 249 RU2601 20250910 ... 15955 16090 RU
250 250 RU2603 20250910 ... 15970 16045 RU
251 251 RU2604 20250910 ... 15960 16065 RU
252 252 RU2605 20250910 ... 15995 16125 RU
253 253 RU2606 20250910 ... 16030 16115 RU
254 254 RU2607 20250910 ... 16045 16180 RU
255 255 RU2608 20250910 ... 16065 16205 RU
256 256 NR2509 20250910 ... 12645 12705 NR
257 257 NR2510 20250910 ... 12660 12800 NR
258 258 NR2511 20250910 ... 12715 12840 NR
259 259 NR2512 20250910 ... 12760 12870 NR
260 260 NR2601 20250910 ... 12800 12920 NR
261 261 NR2602 20250910 ... 12825 12905 NR
262 262 NR2603 20250910 ... 12795 12885 NR
263 263 NR2604 20250910 ... 12815 12895 NR
264 264 NR2605 20250910 ... 12840 12935 NR
265 265 NR2606 20250910 ... 13000 13000 NR
266 266 NR2607 20250910 ... 13045 13060 NR
267 267 NR2608 20250910 ... 12865 12865 NR
268 268 SP2509 20250910 ... 4872 4954 SP
269 269 SP2510 20250910 ... 4890 4960 SP
270 270 SP2511 20250910 ... 4928 4994 SP
271 271 SP2512 20250910 ... 4942 5008 SP
272 272 SP2601 20250910 ... 5226 5270 SP
273 273 SP2602 20250910 ... 5226 5254 SP
274 274 SP2603 20250910 ... 5214 5266 SP
275 275 SP2604 20250910 ... 5228 5284 SP
276 276 SP2605 20250910 ... 5234 5282 SP
277 277 SP2606 20250910 ... 5244 5290 SP
278 278 SP2607 20250910 ... 5254 5292 SP
279 279 SP2608 20250910 ... 5258 5296 SP
280 280 OP2601 20250910 ... 4238 4218 OP
281 281 OP2602 20250910 ... 4216 4218 OP
282 282 OP2603 20250910 ... 4196 4218 OP
283 283 OP2604 20250910 ... 4224 4218 OP
284 284 OP2605 20250910 ... 4236 4218 OP
285 285 OP2606 20250910 ... 4262 4218 OP
286 286 OP2607 20250910 ... 4246 4218 OP
287 287 OP2608 20250910 ... 4260 4218 OP
288 288 EC2510 20250910 ... 1270.9 1272.8 EC
289 289 EC2512 20250910 ... 1677.3 1674.4 EC
290 290 EC2602 20250910 ... 1525.2 1521.8 EC
291 291 EC2604 20250910 ... 1252.1 1249.5 EC
292 292 EC2606 20250910 ... 1438.6 1429.9 EC
293 293 EC2608 20250910 ... 1609.3 1606.3 EC
294 295 SC_TAS2510 20250910 ... SC_TAS
295 296 SC_TAS2511 20250910 ... SC_TAS
296 297 SC_TAS2512 20250910 ... SC_TAS
297 298 SC_TAS2601 20250910 ... SC_TAS
[298 rows x 13 columns]
2025-09-12 18:28:19,022 - future_1d - INFO - ak.get_shfe_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 PS2509 20250910 55500.0 ... 55575.0 55960.0 PS
1 PS2510 20250910 52750.0 ... 52840.0 55420.0 PS
2 PS2511 20250910 52400.0 ... 52690.0 55320.0 PS
3 PS2512 20250910 54610.0 ... 55180.0 57655.0 PS
4 PS2601 20250910 54480.0 ... 55040.0 57525.0 PS
5 PS2602 20250910 54955.0 ... 55095.0 57635.0 PS
6 PS2603 20250910 54900.0 ... 55055.0 58150.0 PS
7 PS2604 20250910 54940.0 ... 55130.0 58280.0 PS
8 PS2605 20250910 55500.0 ... 55245.0 57690.0 PS
9 PS2606 20250910 58200.0 ... 57570.0 59785.0 PS
10 PS2607 20250910 57570.0 ... 57500.0 59985.0 PS
11 PS2608 20250910 56300.0 ... 57455.0 59585.0 PS
13 SI2509 20250910 8400.0 ... 8470.0 8555.0 SI
14 SI2510 20250910 8300.0 ... 8520.0 8505.0 SI
15 SI2511 20250910 8300.0 ... 8530.0 8530.0 SI
16 SI2512 20250910 8690.0 ... 8885.0 8895.0 SI
17 SI2601 20250910 8670.0 ... 8875.0 8890.0 SI
18 SI2602 20250910 8700.0 ... 8935.0 8900.0 SI
19 SI2603 20250910 8670.0 ... 8920.0 8895.0 SI
20 SI2604 20250910 8680.0 ... 8950.0 8910.0 SI
21 SI2605 20250910 8755.0 ... 8915.0 8920.0 SI
22 SI2606 20250910 8695.0 ... 8940.0 8855.0 SI
23 SI2607 20250910 8735.0 ... 8940.0 8925.0 SI
24 SI2608 20250910 8725.0 ... 8905.0 8965.0 SI
27 LC2509 20250910 69000.0 ... 69760.0 74260.0 LC
28 LC2510 20250910 68540.0 ... 69720.0 74500.0 LC
29 LC2511 20250910 69040.0 ... 70120.0 74340.0 LC
30 LC2512 20250910 69000.0 ... 70200.0 74120.0 LC
31 LC2601 20250910 69000.0 ... 70240.0 74380.0 LC
32 LC2602 20250910 69920.0 ... 70240.0 74040.0 LC
33 LC2603 20250910 70600.0 ... 70220.0 74200.0 LC
34 LC2604 20250910 70840.0 ... 70660.0 74720.0 LC
35 LC2605 20250910 70400.0 ... 70700.0 74740.0 LC
36 LC2606 20250910 71280.0 ... 70460.0 74720.0 LC
37 LC2607 20250910 71220.0 ... 70500.0 74520.0 LC
38 LC2608 20250910 71000.0 ... 70700.0 74580.0 LC
[36 rows x 12 columns]
2025-09-12 18:28:20,755 - future_1d - INFO - ak.get_gfex_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250910 483 489.4 ... 5025181.2 486.1 483.4 SC
1 SC2511 20250910 482 489.6 ... 1613926.25 485.7 481.3 SC
2 SC2512 20250910 480.6 489.2 ... 538114.44 484.6 479.6 SC
3 SC2601 20250910 479.1 488.2 ... 153939.26 484.5 477.3 SC
4 SC2602 20250910 478.5 486.1 ... 70098.27 483.7 476 SC
5 SC2603 20250910 477 485.3 ... 44646.62 482.6 474.9 SC
6 SC2604 20250910 476.7 485.3 ... 56879.49 481.6 473.4 SC
7 SC2605 20250910 475.4 485.6 ... 16180.82 481.5 472.7 SC
8 SC2606 20250910 472.4 488.3 ... 146503.89 477.9 471.4 SC
9 SC2607 20250910 472.3 484.5 ... 2933.49 480.9 467.9 SC
10 SC2608 20250910 469.7 479.5 ... 142.65 475.5 467.4 SC
11 SC2609 20250910 474.5 474.5 ... 142.34 474.4 466 SC
12 SC2612 20250910 467.3 467.3 ... 46.73 467.3 464.8 SC
13 SC2703 20250910 ... 0 462.1 462.1 SC
14 SC2706 20250910 ... 0 460.7 459.3 SC
15 SC2709 20250910 462 462 ... 92.27 461.3 460.6 SC
16 SC2712 20250910 471.7 471.7 ... 368.84 461 461.7 SC
17 SC2803 20250910 459 462 ... 183.8 459.5 460.8 SC
18 SC2806 20250910 458.2 466.1 ... 830.81 461.5 458.5 SC
19 SC2809 20250910 457 461.5 ... 320.7 458.1 458.1 SC
21 LU2510 20250910 3379 3385 ... 7549.523 3368 3345 LU
22 LU2511 20250910 3384 3412 ... 352206.091 3392 3367 LU
23 LU2512 20250910 3376 3401 ... 150289.394 3382 3365 LU
24 LU2601 20250910 3378 3394 ... 29310.738 3378 3358 LU
25 LU2602 20250910 3354 3371 ... 1541.47 3358 3340 LU
26 LU2603 20250910 3357 3357 ... 16.774 3354 3336 LU
27 LU2604 20250910 3355 3355 ... 10.047 3349 3334 LU
28 LU2605 20250910 3340 3349 ... 20.049 3341 3325 LU
29 LU2606 20250910 3339 3339 ... 3.339 3339 3313 LU
30 LU2607 20250910 3344 3344 ... 10.007 3335 3320 LU
31 LU2608 20250910 3329 3330 ... 29.918 3324 3329 LU
32 LU2609 20250910 3334 3334 ... 23.309 3329 3316 LU
34 NR2509 20250910 12645 12645 ... 126.45 12645 12705 NR
35 NR2510 20250910 12715 12725 ... 182511.685 12660 12800 NR
36 NR2511 20250910 12755 12775 ... 934301.935 12715 12840 NR
37 NR2512 20250910 12805 12820 ... 65431.28 12760 12870 NR
38 NR2601 20250910 12825 12865 ... 114250.385 12800 12920 NR
39 NR2602 20250910 12800 12860 ... 6504.27 12825 12905 NR
40 NR2603 20250910 12795 12855 ... 1433.47 12795 12885 NR
41 NR2604 20250910 12840 12865 ... 589.58 12815 12895 NR
42 NR2605 20250910 12840 12840 ... 38.52 12840 12935 NR
43 NR2606 20250910 ... 0 13000 13000 NR
44 NR2607 20250910 ... 0 13045 13060 NR
45 NR2608 20250910 12865 12865 ... 12.865 12865 12865 NR
47 BC2509 20250910 ... 0 70500 70500 BC
48 BC2510 20250910 70740 71040 ... 130990.865 70820 70810 BC
49 BC2511 20250910 70670 71010 ... 13453.4 70800 70780 BC
50 BC2512 20250910 ... 0 70790 70790 BC
51 BC2601 20250910 ... 0 70880 70880 BC
52 BC2602 20250910 ... 0 70900 70900 BC
53 BC2603 20250910 70460 70460 ... 140.105 70050 70880 BC
54 BC2604 20250910 ... 0 71200 71200 BC
55 BC2605 20250910 ... 0 71170 71170 BC
56 BC2606 20250910 ... 0 70700 70700 BC
57 BC2607 20250910 ... 0 70900 70900 BC
58 BC2608 20250910 ... 0 70800 70800 BC
60 EC2510 20250910 1270 1285.4 ... 96757.742 1270.9 1272.8 EC
61 EC2512 20250910 1664.9 1698 ... 68217.305 1677.3 1674.4 EC
62 EC2602 20250910 1526.7 1537.4 ... 6825.514 1525.2 1521.8 EC
63 EC2604 20250910 1249 1264.4 ... 2798.5375 1252.1 1249.5 EC
64 EC2606 20250910 1438.2 1446.1 ... 719.3225 1438.6 1429.9 EC
65 EC2608 20250910 1619.3 1620.4 ... 346.011 1609.3 1606.3 EC
68 SC_TAS2510 20250910 ... SC_TAS
69 SC_TAS2511 20250910 ... SC_TAS
70 SC_TAS2512 20250910 ... SC_TAS
71 SC_TAS2601 20250910 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:28:20,884 - future_1d - INFO - ak.get_ine_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 a2509 20250910 4040.00 ... 4040.00 4067.00 A
1 a2511 20250910 3968.00 ... 3935.00 3971.00 A
2 a2601 20250910 3971.00 ... 3936.00 3970.00 A
3 a2603 20250910 3970.00 ... 3938.00 3971.00 A
4 a2605 20250910 4012.00 ... 3983.00 4016.00 A
5 a2607 20250910 4017.00 ... 3985.00 4018.00 A
6 b2509 20250910 0.00 ... 3681.00 3681.00 B
7 b2510 20250910 3705.00 ... 3684.00 3720.00 B
8 b2511 20250910 3747.00 ... 3722.00 3755.00 B
9 b2512 20250910 3781.00 ... 3761.00 3786.00 B
10 b2601 20250910 3786.00 ... 3762.00 3785.00 B
11 b2602 20250910 3767.00 ... 3746.00 3766.00 B
12 b2603 20250910 3704.00 ... 3692.00 3712.00 B
13 b2604 20250910 3586.00 ... 3584.00 3597.00 B
14 b2605 20250910 3508.00 ... 3505.00 3521.00 B
15 b2606 20250910 3490.00 ... 3478.00 3497.00 B
16 b2607 20250910 3499.00 ... 3482.00 3499.00 B
17 b2608 20250910 3588.00 ... 3578.00 3597.00 B
18 bb2509 20250910 0.00 ... 136.00 136.00 BB
19 bb2511 20250910 142.05 ... 142.05 142.15 BB
20 bb2601 20250910 148.10 ... 147.60 146.90 BB
21 bb2603 20250910 0.00 ... 147.15 147.15 BB
22 bb2605 20250910 0.00 ... 142.10 141.45 BB
23 bb2607 20250910 0.00 ... 146.90 146.25 BB
24 bz2603 20250910 6009.00 ... 6012.00 5998.00 BZ
25 bz2604 20250910 5984.00 ... 5992.00 5979.00 BZ
26 bz2605 20250910 5990.00 ... 6011.00 6012.00 BZ
27 bz2606 20250910 0.00 ... 6002.00 6002.00 BZ
28 bz2607 20250910 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250910 0.00 ... 6005.00 6005.00 BZ
30 c2509 20250910 0.00 ... 2285.00 2285.00 C
31 c2511 20250910 2216.00 ... 2199.00 2215.00 C
32 c2601 20250910 2190.00 ... 2174.00 2191.00 C
33 c2603 20250910 2203.00 ... 2188.00 2204.00 C
34 c2605 20250910 2254.00 ... 2241.00 2258.00 C
35 c2607 20250910 2262.00 ... 2254.00 2266.00 C
36 cs2509 20250910 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250910 2510.00 ... 2491.00 2513.00 CS
38 cs2601 20250910 2527.00 ... 2504.00 2532.00 CS
39 cs2603 20250910 2534.00 ... 2510.00 2538.00 CS
40 cs2605 20250910 2608.00 ... 2589.00 2614.00 CS
41 cs2607 20250910 2596.00 ... 2589.00 2615.00 CS
42 eb2509 20250910 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250910 7063.00 ... 7059.00 7047.00 EB
44 eb2511 20250910 7064.00 ... 7070.00 7058.00 EB
45 eb2512 20250910 7059.00 ... 7079.00 7065.00 EB
46 eb2601 20250910 7100.00 ... 7101.00 7093.00 EB
47 eb2602 20250910 7127.00 ... 7129.00 7123.00 EB
48 eb2603 20250910 7174.00 ... 7157.00 7156.00 EB
49 eb2604 20250910 7198.00 ... 7189.00 7193.00 EB
50 eb2605 20250910 7186.00 ... 7200.00 7194.00 EB
51 eb2606 20250910 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250910 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250910 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250910 4334.00 ... 4343.00 4361.00 EG
55 eg2510 20250910 4353.00 ... 4347.00 4351.00 EG
56 eg2511 20250910 4346.00 ... 4332.00 4328.00 EG
57 eg2512 20250910 4332.00 ... 4322.00 4325.00 EG
58 eg2601 20250910 4321.00 ... 4320.00 4319.00 EG
59 eg2602 20250910 4321.00 ... 4323.00 4325.00 EG
60 eg2603 20250910 0.00 ... 4323.00 4323.00 EG
61 eg2604 20250910 4342.00 ... 4350.00 4348.00 EG
62 eg2605 20250910 4358.00 ... 4354.00 4348.00 EG
63 eg2606 20250910 4354.00 ... 4357.00 4355.00 EG
64 eg2607 20250910 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250910 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250910 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250910 1273.50 ... 1272.50 1273.00 FB
68 fb2511 20250910 1261.00 ... 1261.50 1258.00 FB
69 fb2512 20250910 1253.50 ... 1256.50 1254.50 FB
70 fb2601 20250910 1250.00 ... 1250.00 1245.00 FB
71 fb2602 20250910 1236.00 ... 1239.00 1238.00 FB
72 fb2603 20250910 1248.00 ... 1252.00 1246.00 FB
73 fb2604 20250910 1250.00 ... 1250.00 1255.00 FB
74 fb2605 20250910 0.00 ... 1318.50 1321.00 FB
75 fb2606 20250910 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250910 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250910 0.00 ... 1296.00 1296.00 FB
78 i2509 20250910 0.00 ... 847.50 847.50 I
79 i2510 20250910 829.00 ... 823.50 823.50 I
80 i2511 20250910 820.50 ... 816.50 818.00 I
81 i2512 20250910 814.00 ... 811.50 811.50 I
82 i2601 20250910 803.50 ... 802.00 803.00 I
83 i2602 20250910 796.00 ... 796.00 798.00 I
84 i2603 20250910 792.50 ... 790.50 791.00 I
85 i2604 20250910 784.50 ... 786.00 788.00 I
86 i2605 20250910 780.00 ... 777.50 779.00 I
87 i2606 20250910 772.00 ... 771.00 772.00 I
88 i2607 20250910 767.00 ... 767.50 767.50 I
89 i2608 20250910 762.00 ... 762.00 762.50 I
90 j2509 20250910 0.00 ... 1512.50 1512.50 J
91 j2510 20250910 1488.50 ... 1499.50 1514.00 J
92 j2511 20250910 1518.50 ... 1533.50 1546.50 J
93 j2512 20250910 1554.00 ... 1572.50 1584.50 J
94 j2601 20250910 1589.00 ... 1601.00 1615.50 J
95 j2602 20250910 1611.00 ... 1618.00 1645.50 J
96 j2603 20250910 0.00 ... 1660.00 1660.00 J
97 j2604 20250910 0.00 ... 1720.50 1720.50 J
98 j2605 20250910 1735.50 ... 1726.00 1744.00 J
99 j2606 20250910 0.00 ... 1761.00 1761.00 J
100 j2607 20250910 1727.00 ... 1727.00 1768.50 J
101 j2608 20250910 1748.00 ... 1763.00 1770.00 J
102 jd2509 20250910 3001.00 ... 3037.00 3050.00 JD
103 jd2510 20250910 3056.00 ... 3032.00 3032.00 JD
104 jd2511 20250910 3077.00 ... 3040.00 3066.00 JD
105 jd2512 20250910 3231.00 ... 3198.00 3223.00 JD
106 jd2601 20250910 3400.00 ... 3373.00 3406.00 JD
107 jd2602 20250910 3131.00 ... 3116.00 3138.00 JD
108 jd2603 20250910 3149.00 ... 3131.00 3150.00 JD
109 jd2604 20250910 3337.00 ... 3327.00 3343.00 JD
110 jd2605 20250910 3480.00 ... 3467.00 3480.00 JD
111 jd2606 20250910 3289.00 ... 3270.00 3287.00 JD
112 jd2607 20250910 3511.00 ... 3494.00 3510.00 JD
113 jd2608 20250910 3922.00 ... 3916.00 3918.00 JD
114 jm2509 20250910 950.00 ... 969.00 950.50 JM
115 jm2510 20250910 948.00 ... 952.50 963.00 JM
116 jm2511 20250910 1008.00 ... 1007.00 1022.00 JM
117 jm2512 20250910 1067.50 ... 1064.00 1082.50 JM
118 jm2601 20250910 1117.00 ... 1115.50 1139.00 JM
119 jm2602 20250910 1149.00 ... 1140.50 1165.00 JM
120 jm2603 20250910 1169.00 ... 1158.00 1188.50 JM
121 jm2604 20250910 1188.00 ... 1174.50 1209.50 JM
122 jm2605 20250910 1199.50 ... 1189.00 1226.00 JM
123 jm2606 20250910 1209.00 ... 1203.50 1241.00 JM
124 jm2607 20250910 1220.00 ... 1213.00 1251.50 JM
125 jm2608 20250910 1239.50 ... 1226.00 1259.50 JM
126 l2509 20250910 7150.00 ... 7165.00 7140.00 L
127 l2510 20250910 7199.00 ... 7205.00 7203.00 L
128 l2511 20250910 7212.00 ... 7219.00 7212.00 L
129 l2512 20250910 7225.00 ... 7230.00 7221.00 L
130 l2601 20250910 7234.00 ... 7233.00 7228.00 L
131 l2602 20250910 7219.00 ... 7227.00 7219.00 L
132 l2603 20250910 7228.00 ... 7227.00 7217.00 L
133 l2604 20250910 7259.00 ... 7259.00 7246.00 L
134 l2605 20250910 7247.00 ... 7243.00 7239.00 L
135 l2606 20250910 0.00 ... 7228.00 7228.00 L
136 l2607 20250910 0.00 ... 7251.00 7251.00 L
137 l2608 20250910 0.00 ... 7269.00 7269.00 L
138 lg2509 20250910 773.50 ... 773.00 776.50 LG
139 lg2511 20250910 803.00 ... 805.00 805.50 LG
140 lg2601 20250910 819.00 ... 819.50 819.50 LG
141 lg2603 20250910 825.50 ... 825.50 826.00 LG
142 lg2605 20250910 831.50 ... 830.00 830.50 LG
143 lg2607 20250910 833.00 ... 831.50 833.00 LG
144 lh2509 20250910 13200.00 ... 13190.00 13140.00 LH
145 lh2511 20250910 13215.00 ... 13315.00 13230.00 LH
146 lh2601 20250910 13635.00 ... 13730.00 13690.00 LH
147 lh2603 20250910 12920.00 ... 13010.00 12990.00 LH
148 lh2605 20250910 13400.00 ... 13520.00 13480.00 LH
149 lh2607 20250910 14155.00 ... 14240.00 14155.00 LH
150 m2509 20250910 0.00 ... 3031.00 3031.00 M
151 m2511 20250910 3041.00 ... 3031.00 3042.00 M
152 m2512 20250910 3090.00 ... 3080.00 3090.00 M
153 m2601 20250910 3079.00 ... 3064.00 3076.00 M
154 m2603 20250910 2998.00 ... 2991.00 2999.00 M
155 m2605 20250910 2800.00 ... 2799.00 2802.00 M
156 m2607 20250910 2781.00 ... 2778.00 2781.00 M
157 m2608 20250910 2907.00 ... 2907.00 2909.00 M
158 p2509 20250910 9446.00 ... 9446.00 9478.00 P
159 p2510 20250910 9420.00 ... 9320.00 9436.00 P
160 p2511 20250910 9420.00 ... 9314.00 9434.00 P
161 p2512 20250910 9446.00 ... 9326.00 9458.00 P
162 p2601 20250910 9470.00 ... 9340.00 9470.00 P
163 p2602 20250910 9386.00 ... 9284.00 9410.00 P
164 p2603 20250910 9394.00 ... 9290.00 9394.00 P
165 p2604 20250910 9280.00 ... 9200.00 9326.00 P
166 p2605 20250910 9256.00 ... 9126.00 9246.00 P
167 p2606 20250910 9100.00 ... 9030.00 9156.00 P
168 p2607 20250910 9006.00 ... 8942.00 9052.00 P
169 p2608 20250910 8922.00 ... 8910.00 8966.00 P
170 pg2509 20250910 3703.00 ... 3706.00 3706.00 PG
171 pg2510 20250910 4398.00 ... 4437.00 4413.00 PG
172 pg2511 20250910 4358.00 ... 4389.00 4356.00 PG
173 pg2512 20250910 4297.00 ... 4328.00 4294.00 PG
174 pg2601 20250910 4228.00 ... 4270.00 4235.00 PG
175 pg2602 20250910 4166.00 ... 4194.00 4166.00 PG
176 pg2603 20250910 4074.00 ... 4105.00 4079.00 PG
177 pg2604 20250910 4403.00 ... 4437.00 4409.00 PG
178 pg2605 20250910 4358.00 ... 4358.00 4323.00 PG
179 pg2606 20250910 4297.00 ... 4288.00 4261.00 PG
180 pg2607 20250910 4256.00 ... 4255.00 4207.00 PG
181 pg2608 20250910 0.00 ... 4163.00 4163.00 PG
182 pp2509 20250910 6818.00 ... 6832.00 6835.00 PP
183 pp2510 20250910 6857.00 ... 6867.00 6868.00 PP
184 pp2511 20250910 6883.00 ... 6898.00 6896.00 PP
185 pp2512 20250910 6919.00 ... 6930.00 6925.00 PP
186 pp2601 20250910 6943.00 ... 6951.00 6945.00 PP
187 pp2602 20250910 6918.00 ... 6933.00 6922.00 PP
188 pp2603 20250910 6923.00 ... 6920.00 6922.00 PP
189 pp2604 20250910 6964.00 ... 6963.00 6950.00 PP
190 pp2605 20250910 6960.00 ... 6973.00 6962.00 PP
191 pp2606 20250910 6944.00 ... 6946.00 6931.00 PP
192 pp2607 20250910 6898.00 ... 6915.00 6897.00 PP
193 pp2608 20250910 6914.00 ... 6922.00 6906.00 PP
194 rr2509 20250910 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250910 3608.00 ... 3605.00 3609.00 RR
196 rr2511 20250910 3615.00 ... 3611.00 3613.00 RR
197 rr2512 20250910 3611.00 ... 3608.00 3609.00 RR
198 rr2601 20250910 3619.00 ... 3617.00 3620.00 RR
199 rr2602 20250910 0.00 ... 3604.00 3604.00 RR
200 rr2603 20250910 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250910 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250910 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250910 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250910 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250910 0.00 ... 3625.00 3625.00 RR
206 v2509 20250910 4691.00 ... 4696.00 4710.00 V
207 v2510 20250910 4733.00 ... 4743.00 4755.00 V
208 v2511 20250910 4770.00 ... 4776.00 4787.00 V
209 v2512 20250910 4810.00 ... 4815.00 4822.00 V
210 v2601 20250910 4850.00 ... 4849.00 4864.00 V
211 v2602 20250910 4882.00 ... 4885.00 4898.00 V
212 v2603 20250910 4906.00 ... 4916.00 4931.00 V
213 v2604 20250910 5120.00 ... 5119.00 5120.00 V
214 v2605 20250910 5150.00 ... 5149.00 5173.00 V
215 v2606 20250910 5167.00 ... 5169.00 5192.00 V
216 v2607 20250910 5220.00 ... 5208.00 5241.00 V
217 v2608 20250910 5240.00 ... 5247.00 5271.00 V
218 y2509 20250910 8650.00 ... 8414.00 8286.00 Y
219 y2511 20250910 8420.00 ... 8344.00 8448.00 Y
220 y2512 20250910 8442.00 ... 8374.00 8466.00 Y
221 y2601 20250910 8388.00 ... 8322.00 8418.00 Y
222 y2603 20250910 8324.00 ... 8236.00 8336.00 Y
223 y2605 20250910 8108.00 ... 8028.00 8122.00 Y
224 y2607 20250910 8052.00 ... 7982.00 8080.00 Y
225 y2608 20250910 8042.00 ... 7998.00 8086.00 Y
[226 rows x 12 columns]
2025-09-12 18:28:21,457 - future_1d - INFO - ak.get_dce_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 IC2509 20250910 6883.800 ... 6887.800 6866.800 IC
1 IC2510 20250910 6812.400 ... 6825.800 6808.000 IC
2 IC2512 20250910 6690.000 ... 6710.000 6692.000 IC
3 IC2603 20250910 6546.000 ... 6556.600 6546.400 IC
4 IF2509 20250910 4430.800 ... 4444.600 4420.800 IF
5 IF2510 20250910 4430.000 ... 4437.200 4412.800 IF
6 IF2512 20250910 4399.800 ... 4415.200 4393.200 IF
7 IF2603 20250910 4380.400 ... 4394.000 4373.600 IF
8 IH2509 20250910 2928.000 ... 2944.200 2922.000 IH
9 IH2510 20250910 2928.000 ... 2943.400 2921.600 IH
10 IH2512 20250910 2928.400 ... 2943.200 2921.800 IH
11 IH2603 20250910 2927.800 ... 2945.800 2923.200 IH
12 IM2509 20250910 7176.800 ... 7176.600 7153.400 IM
13 IM2510 20250910 7100.800 ... 7112.400 7092.400 IM
14 IM2512 20250910 6956.600 ... 6965.000 6948.800 IM
15 IM2603 20250910 6778.200 ... 6777.400 6769.800 IM
16 T2509 20250910 107.970 ... 107.725 107.920 T
17 T2512 20250910 107.745 ... 107.505 107.785 T
18 T2603 20250910 107.480 ... 107.235 107.525 T
19 TF2509 20250910 105.645 ... 105.620 105.655 TF
20 TF2512 20250910 105.535 ... 105.445 105.580 TF
21 TF2603 20250910 105.475 ... 105.355 105.495 TF
22 TL2509 20250910 115.830 ... 115.240 116.310 TL
23 TL2512 20250910 115.520 ... 114.870 115.760 TL
24 TL2603 20250910 115.170 ... 114.530 115.390 TL
25 TS2509 20250910 102.346 ... 102.310 102.346 TS
26 TS2512 20250910 102.384 ... 102.348 102.390 TS
27 TS2603 20250910 102.308 ... 102.288 102.324 TS
[28 rows x 12 columns]
2025-09-12 18:28:21,704 - future_1d - INFO - ak.get_cffex_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250910 8045.0 8225.0 ... 154717.05 8163.0 8175.0 AP
1 AP511 20250910 7986.0 8066.0 ... 3743.15 8026.0 8049.0 AP
2 AP512 20250910 8021.0 8089.0 ... 394.46 8050.0 8080.0 AP
3 AP601 20250910 8045.0 8166.0 ... 627525.38 8122.0 8136.0 AP
4 AP603 20250910 8065.0 8068.0 ... 64.42 8053.0 8088.0 AP
5 AP604 20250910 8096.0 8096.0 ... 16.18 8090.0 8100.0 AP
6 AP605 20250910 8138.0 8183.0 ... 2806.33 8158.0 8177.0 AP
7 CF509 20250910 13360.0 13370.0 ... 6744.90 13345.0 13440.0 CF
8 CF511 20250910 13630.0 13700.0 ... 235096.37 13645.0 13675.0 CF
9 CF601 20250910 13835.0 13880.0 ... 1487221.55 13835.0 13880.0 CF
10 CF603 20250910 13810.0 13835.0 ... 1331.55 13800.0 13860.0 CF
11 CF605 20250910 13790.0 13840.0 ... 126412.84 13795.0 13835.0 CF
12 CF607 20250910 13820.0 13850.0 ... 642.42 13815.0 13860.0 CF
13 CJ509 20250910 0.0 0.0 ... 0.00 9945.0 9945.0 CJ
14 CJ512 20250910 10955.0 10990.0 ... 3196.60 10945.0 10985.0 CJ
15 CJ601 20250910 10975.0 11050.0 ... 382595.72 10990.0 11040.0 CJ
16 CJ603 20250910 11030.0 11090.0 ... 5296.20 11045.0 11080.0 CJ
17 CJ605 20250910 11130.0 11180.0 ... 55999.23 11125.0 11170.0 CJ
18 CJ607 20250910 11255.0 11320.0 ... 2292.93 11265.0 11315.0 CJ
19 CY509 20250910 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250910 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250910 19900.0 19935.0 ... 82984.93 19895.0 19920.0 CY
22 CY512 20250910 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250910 19890.0 19910.0 ... 884.50 19875.0 19895.0 CY
24 CY602 20250910 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250910 0.0 0.0 ... 0.00 20255.0 20260.0 CY
26 CY604 20250910 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250910 0.0 0.0 ... 0.00 20165.0 20165.0 CY
28 CY606 20250910 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250910 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250910 0.0 0.0 ... 0.00 20170.0 20220.0 CY
31 FG509 20250910 1000.0 1011.0 ... 380.32 985.0 1017.0 FG
32 FG510 20250910 1109.0 1110.0 ... 54219.70 1100.0 1118.0 FG
33 FG511 20250910 1095.0 1100.0 ... 155572.37 1089.0 1110.0 FG
34 FG512 20250910 1192.0 1200.0 ... 76529.22 1188.0 1206.0 FG
35 FG601 20250910 1186.0 1194.0 ... 5133427.02 1179.0 1199.0 FG
36 FG602 20250910 1237.0 1243.0 ... 28525.61 1232.0 1248.0 FG
37 FG603 20250910 1241.0 1245.0 ... 1165.88 1232.0 1252.0 FG
38 FG604 20250910 1286.0 1293.0 ... 910.56 1279.0 1311.0 FG
39 FG605 20250910 1286.0 1290.0 ... 92465.83 1278.0 1296.0 FG
40 FG606 20250910 1310.0 1319.0 ... 1694.19 1307.0 1324.0 FG
41 FG607 20250910 1304.0 1311.0 ... 945.18 1298.0 1317.0 FG
42 FG608 20250910 1329.0 1334.0 ... 2118.81 1319.0 1343.0 FG
43 JR509 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250910 2245.0 2265.0 ... 1873.49 2260.0 2242.0 MA
53 MA510 20250910 2302.0 2324.0 ... 20948.98 2308.0 2305.0 MA
54 MA511 20250910 2331.0 2354.0 ... 144629.53 2333.0 2331.0 MA
55 MA512 20250910 2372.0 2397.0 ... 85597.64 2375.0 2373.0 MA
56 MA601 20250910 2398.0 2422.0 ... 1298827.28 2403.0 2397.0 MA
57 MA602 20250910 2405.0 2432.0 ... 25004.62 2411.0 2410.0 MA
58 MA603 20250910 2406.0 2435.0 ... 241.68 2417.0 2410.0 MA
59 MA604 20250910 2401.0 2424.0 ... 19.23 2404.0 2407.0 MA
60 MA605 20250910 2394.0 2417.0 ... 98481.08 2398.0 2394.0 MA
61 MA606 20250910 2396.0 2420.0 ... 19.31 2413.0 2395.0 MA
62 MA607 20250910 2376.0 2398.0 ... 69.34 2391.0 2382.0 MA
63 MA608 20250910 2405.0 2410.0 ... 16.82 2403.0 2388.0 MA
64 OI509 20250910 0.0 0.0 ... 0.00 9937.0 9968.0 OI
65 OI511 20250910 9990.0 10041.0 ... 464250.87 9985.0 9999.0 OI
66 OI601 20250910 9843.0 9877.0 ... 2790624.64 9823.0 9845.0 OI
67 OI603 20250910 9670.0 9709.0 ... 3373.54 9666.0 9680.0 OI
68 OI605 20250910 9515.0 9573.0 ... 134315.56 9541.0 9530.0 OI
69 OI607 20250910 9494.0 9513.0 ... 284.38 9479.0 9480.0 OI
70 PF509 20250910 0.0 0.0 ... 0.00 6268.0 6268.0 PF
71 PF510 20250910 6370.0 6400.0 ... 32924.97 6378.0 6360.0 PF
72 PF511 20250910 6350.0 6388.0 ... 400639.59 6362.0 6340.0 PF
73 PF512 20250910 6326.0 6370.0 ... 136307.03 6344.0 6322.0 PF
74 PF601 20250910 6368.0 6408.0 ... 19811.27 6390.0 6368.0 PF
75 PF602 20250910 6382.0 6418.0 ... 42375.88 6400.0 6374.0 PF
76 PF603 20250910 6382.0 6416.0 ... 112.20 6412.0 6386.0 PF
77 PF604 20250910 6424.0 6454.0 ... 35.42 6440.0 6442.0 PF
78 PF605 20250910 6468.0 6468.0 ... 9.70 6468.0 6454.0 PF
79 PF606 20250910 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250910 0.0 0.0 ... 0.00 6498.0 6492.0 PF
81 PF608 20250910 0.0 0.0 ... 0.00 6510.0 6508.0 PF
82 PK510 20250910 7880.0 7898.0 ... 28229.56 7876.0 7926.0 PK
83 PK511 20250910 7782.0 7808.0 ... 214382.20 7792.0 7830.0 PK
84 PK512 20250910 7778.0 7828.0 ... 79885.94 7804.0 7844.0 PK
85 PK601 20250910 7826.0 7850.0 ... 29793.81 7832.0 7860.0 PK
86 PK603 20250910 7838.0 7856.0 ... 27.47 7850.0 7882.0 PK
87 PK604 20250910 7878.0 7878.0 ... 11.82 7878.0 7896.0 PK
88 PK605 20250910 7854.0 7880.0 ... 3234.27 7870.0 7884.0 PK
89 PL601 20250910 6405.0 6430.0 ... 35925.17 6413.0 6395.0 PL
90 PL602 20250910 6433.0 6457.0 ... 232.16 6449.0 6432.0 PL
91 PL603 20250910 6445.0 6445.0 ... 12.89 6445.0 6427.0 PL
92 PL604 20250910 0.0 0.0 ... 0.00 6465.0 6465.0 PL
93 PL605 20250910 6386.0 6386.0 ... 12.77 6386.0 6360.0 PL
94 PL606 20250910 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250910 6450.0 6450.0 ... 12.90 6450.0 6424.0 PL
96 PL608 20250910 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250910 0.0 0.0 ... 0.00 5788.0 5794.0 PR
104 PR510 20250910 5834.0 5864.0 ... 5671.22 5844.0 5836.0 PR
105 PR511 20250910 5834.0 5864.0 ... 281895.10 5842.0 5834.0 PR
106 PR512 20250910 5852.0 5874.0 ... 182273.87 5854.0 5842.0 PR
107 PR601 20250910 5862.0 5882.0 ... 185022.08 5860.0 5846.0 PR
108 PR602 20250910 0.0 0.0 ... 0.00 5898.0 5886.0 PR
109 PR603 20250910 0.0 0.0 ... 0.00 5898.0 5894.0 PR
110 PR604 20250910 0.0 0.0 ... 0.00 5902.0 5892.0 PR
111 PR605 20250910 0.0 0.0 ... 0.00 5916.0 5916.0 PR
112 PR606 20250910 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250910 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250910 0.0 0.0 ... 0.00 5962.0 5960.0 PR
115 PX509 20250910 0.0 0.0 ... 0.00 6768.0 6724.0 PX
116 PX510 20250910 6732.0 6812.0 ... 4612.28 6788.0 6708.0 PX
117 PX511 20250910 6718.0 6794.0 ... 520291.14 6752.0 6708.0 PX
118 PX512 20250910 6702.0 6760.0 ... 113379.51 6720.0 6690.0 PX
119 PX601 20250910 6692.0 6732.0 ... 93542.64 6702.0 6674.0 PX
120 PX602 20250910 6672.0 6716.0 ... 12859.72 6688.0 6660.0 PX
121 PX603 20250910 6662.0 6662.0 ... 3.33 6662.0 6646.0 PX
122 PX604 20250910 0.0 0.0 ... 0.00 6698.0 6696.0 PX
123 PX605 20250910 6670.0 6716.0 ... 354.68 6692.0 6676.0 PX
124 PX606 20250910 0.0 0.0 ... 0.00 6708.0 6682.0 PX
125 PX607 20250910 0.0 0.0 ... 0.00 6722.0 6674.0 PX
126 PX608 20250910 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250910 0.0 0.0 ... 0.00 2565.0 2573.0 RM
134 RM511 20250910 2556.0 2558.0 ... 11654.56 2541.0 2548.0 RM
135 RM601 20250910 2555.0 2560.0 ... 770353.73 2542.0 2539.0 RM
136 RM603 20250910 2442.0 2450.0 ... 14930.08 2432.0 2432.0 RM
137 RM605 20250910 2409.0 2431.0 ... 134388.72 2412.0 2399.0 RM
138 RM607 20250910 2390.0 2412.0 ... 16468.46 2394.0 2380.0 RM
139 RM608 20250910 2489.0 2504.0 ... 214.08 2489.0 2480.0 RM
140 RS509 20250910 0.0 0.0 ... 0.00 4852.0 4854.0 RS
141 RS511 20250910 5175.0 5177.0 ... 10.35 5176.0 5196.0 RS
142 RS607 20250910 5528.0 5588.0 ... 155.66 5559.0 5561.0 RS
143 RS608 20250910 0.0 0.0 ... 0.00 5615.0 5627.0 RS
144 SA509 20250910 1156.0 1168.0 ... 5804.57 1151.0 1167.0 SA
145 SA510 20250910 1199.0 1208.0 ... 58396.32 1199.0 1212.0 SA
146 SA511 20250910 1205.0 1218.0 ... 296847.16 1208.0 1219.0 SA
147 SA512 20250910 1265.0 1276.0 ... 153414.88 1264.0 1275.0 SA
148 SA601 20250910 1271.0 1285.0 ... 3397262.42 1271.0 1287.0 SA
149 SA602 20250910 1304.0 1315.0 ... 31964.00 1304.0 1316.0 SA
150 SA603 20250910 1309.0 1321.0 ... 4482.70 1308.0 1323.0 SA
151 SA604 20250910 1350.0 1357.0 ... 1467.59 1349.0 1360.0 SA
152 SA605 20250910 1349.0 1361.0 ... 119241.42 1351.0 1367.0 SA
153 SA606 20250910 1363.0 1370.0 ... 1032.58 1359.0 1378.0 SA
154 SA607 20250910 1363.0 1373.0 ... 1432.27 1361.0 1377.0 SA
155 SA608 20250910 1382.0 1391.0 ... 920.95 1383.0 1397.0 SA
156 SF509 20250910 5410.0 5494.0 ... 915.23 5464.0 5448.0 SF
157 SF510 20250910 5430.0 5522.0 ... 32525.43 5472.0 5468.0 SF
158 SF511 20250910 5586.0 5692.0 ... 442359.92 5636.0 5630.0 SF
159 SF512 20250910 5526.0 5642.0 ... 64985.40 5596.0 5584.0 SF
160 SF601 20250910 5530.0 5646.0 ... 135499.99 5594.0 5586.0 SF
161 SF602 20250910 5510.0 5600.0 ... 19166.00 5548.0 5548.0 SF
162 SF603 20250910 5716.0 5770.0 ... 25.87 5750.0 5744.0 SF
163 SF604 20250910 5706.0 5706.0 ... 2.85 5706.0 5722.0 SF
164 SF605 20250910 5660.0 5752.0 ... 1910.97 5704.0 5692.0 SF
165 SF606 20250910 5640.0 5708.0 ... 31.18 5670.0 5656.0 SF
166 SF607 20250910 5770.0 5860.0 ... 37.80 5816.0 5810.0 SF
167 SF608 20250910 5730.0 5738.0 ... 5.73 5734.0 5744.0 SF
168 SH509 20250910 2780.0 2842.0 ... 33.73 2811.0 2656.0 SH
169 SH510 20250910 2552.0 2572.0 ... 64097.40 2559.0 2567.0 SH
170 SH511 20250910 2558.0 2579.0 ... 551526.90 2562.0 2571.0 SH
171 SH512 20250910 2581.0 2600.0 ... 303131.55 2583.0 2590.0 SH
172 SH601 20250910 2560.0 2588.0 ... 1896006.35 2571.0 2578.0 SH
173 SH602 20250910 2584.0 2607.0 ... 17714.75 2591.0 2595.0 SH
174 SH603 20250910 2603.0 2625.0 ... 790.51 2609.0 2614.0 SH
175 SH604 20250910 2649.0 2666.0 ... 143.26 2653.0 2654.0 SH
176 SH605 20250910 2655.0 2677.0 ... 15127.81 2664.0 2667.0 SH
177 SH606 20250910 2660.0 2683.0 ... 136.33 2673.0 2671.0 SH
178 SH607 20250910 2655.0 2673.0 ... 71.99 2666.0 2669.0 SH
179 SH608 20250910 2679.0 2682.0 ... 40.17 2678.0 2683.0 SH
180 SM509 20250910 5714.0 5794.0 ... 970.59 5726.0 5742.0 SM
181 SM510 20250910 5710.0 5812.0 ... 31907.91 5772.0 5756.0 SM
182 SM511 20250910 5800.0 5888.0 ... 223159.52 5830.0 5826.0 SM
183 SM512 20250910 5796.0 5894.0 ... 49051.46 5852.0 5832.0 SM
184 SM601 20250910 5800.0 5900.0 ... 520854.01 5852.0 5838.0 SM
185 SM602 20250910 5814.0 5910.0 ... 132107.14 5840.0 5844.0 SM
186 SM603 20250910 5838.0 5912.0 ... 96.99 5878.0 5854.0 SM
187 SM604 20250910 5910.0 5910.0 ... 5.90 5898.0 5864.0 SM
188 SM605 20250910 5850.0 5934.0 ... 7137.44 5900.0 5880.0 SM
189 SM606 20250910 5870.0 5904.0 ... 5.89 5888.0 5880.0 SM
190 SM607 20250910 5876.0 5888.0 ... 14.70 5882.0 5894.0 SM
191 SM608 20250910 5888.0 5912.0 ... 8.85 5898.0 5886.0 SM
192 SR509 20250910 5535.0 5535.0 ... 1154.17 5522.0 5534.0 SR
193 SR511 20250910 5533.0 5561.0 ... 147405.35 5539.0 5525.0 SR
194 SR601 20250910 5520.0 5548.0 ... 1086155.49 5534.0 5521.0 SR
195 SR603 20250910 5508.0 5530.0 ... 3566.10 5520.0 5512.0 SR
196 SR605 20250910 5501.0 5517.0 ... 43872.78 5508.0 5503.0 SR
197 SR607 20250910 5490.0 5513.0 ... 2542.39 5503.0 5500.0 SR
198 TA509 20250910 4586.0 4628.0 ... 5013.80 4598.0 4580.0 TA
199 TA510 20250910 4640.0 4680.0 ... 53245.06 4662.0 4640.0 TA
200 TA511 20250910 4654.0 4690.0 ... 288156.54 4670.0 4648.0 TA
201 TA512 20250910 4664.0 4698.0 ... 167477.92 4678.0 4660.0 TA
202 TA601 20250910 4670.0 4704.0 ... 1341265.83 4686.0 4670.0 TA
203 TA602 20250910 4678.0 4710.0 ... 18831.64 4694.0 4676.0 TA
204 TA603 20250910 4704.0 4720.0 ... 73.03 4712.0 4690.0 TA
205 TA604 20250910 4722.0 4722.0 ... 2.36 4722.0 4692.0 TA
206 TA605 20250910 4702.0 4732.0 ... 26461.23 4716.0 4702.0 TA
207 TA606 20250910 0.0 0.0 ... 0.00 4734.0 4710.0 TA
208 TA607 20250910 0.0 0.0 ... 0.00 4744.0 4720.0 TA
209 TA608 20250910 4740.0 4746.0 ... 7.12 4744.0 4730.0 TA
210 UR509 20250910 1621.0 1630.0 ... 287.62 1616.0 1625.0 UR
211 UR510 20250910 1644.0 1653.0 ... 7783.83 1639.0 1650.0 UR
212 UR511 20250910 1671.0 1684.0 ... 48792.94 1671.0 1681.0 UR
213 UR512 20250910 1678.0 1688.0 ... 16449.09 1675.0 1684.0 UR
214 UR601 20250910 1681.0 1692.0 ... 565969.77 1679.0 1686.0 UR
215 UR602 20250910 1683.0 1691.0 ... 463.48 1679.0 1687.0 UR
216 UR603 20250910 1731.0 1734.0 ... 203.95 1728.0 1731.0 UR
217 UR604 20250910 1730.0 1734.0 ... 51.84 1728.0 1732.0 UR
218 UR605 20250910 1737.0 1739.0 ... 25068.39 1729.0 1734.0 UR
219 UR606 20250910 1727.0 1735.0 ... 137.87 1723.0 1730.0 UR
220 UR607 20250910 1763.0 1763.0 ... 35.11 1755.0 1760.0 UR
221 UR608 20250910 1755.0 1755.0 ... 59.35 1746.0 1753.0 UR
222 WH509 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:28:22,066 - future_1d - INFO - ak.get_czce_daily('2025-09-10') done
2025-09-12 18:28:30,255 - future_1d - INFO - save future_daily 2025-09-10 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250911 ... 80090 79730 CU
1 1 CU2510 20250911 ... 80080 79680 CU
2 2 CU2511 20250911 ... 80080 79670 CU
3 3 CU2512 20250911 ... 80050 79640 CU
4 4 CU2601 20250911 ... 80040 79610 CU
5 5 CU2602 20250911 ... 80040 79570 CU
6 6 CU2603 20250911 ... 80060 79590 CU
7 7 CU2604 20250911 ... 80150 79690 CU
8 8 CU2605 20250911 ... 80130 79660 CU
9 9 CU2606 20250911 ... 80150 79700 CU
10 10 CU2607 20250911 ... 80150 79790 CU
11 11 CU2608 20250911 ... 80140 79740 CU
12 12 BC2509 20250911 ... 70500 70500 BC
13 13 BC2510 20250911 ... 71180 70820 BC
14 14 BC2511 20250911 ... 71150 70800 BC
15 15 BC2512 20250911 ... 70790 70790 BC
16 16 BC2601 20250911 ... 71300 70880 BC
17 17 BC2602 20250911 ... 70900 70900 BC
18 18 BC2603 20250911 ... 71560 70050 BC
19 19 BC2604 20250911 ... 71200 71200 BC
20 20 BC2605 20250911 ... 71170 71170 BC
21 21 BC2606 20250911 ... 70710 70700 BC
22 22 BC2607 20250911 ... 70900 70900 BC
23 23 BC2608 20250911 ... 70800 70800 BC
24 24 AL2509 20250911 ... 20845 20765 AL
25 25 AL2510 20250911 ... 20850 20785 AL
26 26 AL2511 20250911 ... 20840 20770 AL
27 27 AL2512 20250911 ... 20815 20745 AL
28 28 AL2601 20250911 ... 20800 20730 AL
29 29 AL2602 20250911 ... 20795 20730 AL
30 30 AL2603 20250911 ... 20820 20755 AL
31 31 AL2604 20250911 ... 20855 20780 AL
32 32 AL2605 20250911 ... 20865 20805 AL
33 33 AL2606 20250911 ... 20865 20795 AL
34 34 AL2607 20250911 ... 20875 20800 AL
35 35 AL2608 20250911 ... 20870 20810 AL
36 36 ZN2509 20250911 ... 22190 22115 ZN
37 37 ZN2510 20250911 ... 22225 22170 ZN
38 38 ZN2511 20250911 ... 22235 22175 ZN
39 39 ZN2512 20250911 ... 22250 22185 ZN
40 40 ZN2601 20250911 ... 22255 22205 ZN
41 41 ZN2602 20250911 ... 22265 22200 ZN
42 42 ZN2603 20250911 ... 22265 22230 ZN
43 43 ZN2604 20250911 ... 22310 22245 ZN
44 44 ZN2605 20250911 ... 22305 22255 ZN
45 45 ZN2606 20250911 ... 22305 22285 ZN
46 46 ZN2607 20250911 ... 22335 22270 ZN
47 47 ZN2608 20250911 ... 22350 22280 ZN
48 48 PB2509 20250911 ... 16795 16805 PB
49 49 PB2510 20250911 ... 16860 16840 PB
50 50 PB2511 20250911 ... 16865 16850 PB
51 51 PB2512 20250911 ... 16885 16870 PB
52 52 PB2601 20250911 ... 16910 16880 PB
53 53 PB2602 20250911 ... 16895 16945 PB
54 54 PB2603 20250911 ... 16910 16910 PB
55 55 PB2604 20250911 ... 16910 16945 PB
56 56 PB2605 20250911 ... 16925 16945 PB
57 57 PB2606 20250911 ... 16935 17030 PB
58 58 PB2607 20250911 ... 16945 17020 PB
59 59 PB2608 20250911 ... 16965 17060 PB
60 60 NI2509 20250911 ... 120260 120110 NI
61 61 NI2510 20250911 ... 120450 120490 NI
62 62 NI2511 20250911 ... 120600 120660 NI
63 63 NI2512 20250911 ... 120780 120870 NI
64 64 NI2601 20250911 ... 121000 121080 NI
65 65 NI2602 20250911 ... 121260 121360 NI
66 66 NI2603 20250911 ... 121390 121570 NI
67 67 NI2604 20250911 ... 121710 121760 NI
68 68 NI2605 20250911 ... 121760 121960 NI
69 69 NI2606 20250911 ... 122050 122270 NI
70 70 NI2607 20250911 ... 122410 122470 NI
71 71 NI2608 20250911 ... 122670 122910 NI
72 72 SN2509 20250911 ... 270340 268520 SN
73 73 SN2510 20250911 ... 271410 269480 SN
74 74 SN2511 20250911 ... 271610 269720 SN
75 75 SN2512 20250911 ... 271690 269940 SN
76 76 SN2601 20250911 ... 271500 270340 SN
77 77 SN2602 20250911 ... 271650 270030 SN
78 78 SN2603 20250911 ... 271120 270300 SN
79 79 SN2604 20250911 ... 272180 270750 SN
80 80 SN2605 20250911 ... 272460 271250 SN
81 81 SN2606 20250911 ... 271900 269320 SN
82 82 SN2607 20250911 ... 273090 270950 SN
83 83 SN2608 20250911 ... 272370 271420 SN
84 84 AO2509 20250911 ... 2904 2869 AO
85 85 AO2510 20250911 ... 2918 2905 AO
86 86 AO2511 20250911 ... 2920 2909 AO
87 87 AO2512 20250911 ... 2931 2913 AO
88 88 AO2601 20250911 ... 2940 2922 AO
89 89 AO2602 20250911 ... 2947 2932 AO
90 90 AO2603 20250911 ... 3008 2995 AO
91 91 AO2604 20250911 ... 3015 3008 AO
92 92 AO2605 20250911 ... 3025 3010 AO
93 93 AO2606 20250911 ... 3034 3023 AO
94 94 AO2607 20250911 ... 3048 3033 AO
95 95 AO2608 20250911 ... 3063 3054 AO
96 96 AD2511 20250911 ... 20410 20350 AD
97 97 AD2512 20250911 ... 20430 20355 AD
98 98 AD2601 20250911 ... 20410 20355 AD
99 99 AD2602 20250911 ... 20395 20360 AD
100 100 AD2603 20250911 ... 20405 20360 AD
101 101 AD2604 20250911 ... 20240 20240 AD
102 102 AD2605 20250911 ... 20325 20265 AD
103 103 AD2606 20250911 ... 20155 20155 AD
104 104 AD2607 20250911 ... 20150 20150 AD
105 105 AD2608 20250911 ... 20170 20170 AD
106 106 AU2509 20250911 ... 832.5 853.28 AU
107 107 AU2510 20250911 ... 833.38 833.38 AU
108 108 AU2511 20250911 ... 834.64 835.86 AU
109 109 AU2512 20250911 ... 835.48 835.82 AU
110 110 AU2602 20250911 ... 838.02 838.18 AU
111 111 AU2604 20250911 ... 839.8 840.72 AU
112 112 AU2606 20250911 ... 842.34 843.26 AU
113 113 AU2608 20250911 ... 844.48 845.5 AU
114 114 AG2509 20250911 ... 9785 9779 AG
115 115 AG2510 20250911 ... 9804 9771 AG
116 116 AG2511 20250911 ... 9815 9788 AG
117 117 AG2512 20250911 ... 9824 9794 AG
118 118 AG2601 20250911 ... 9837 9804 AG
119 119 AG2602 20250911 ... 9848 9816 AG
120 120 AG2603 20250911 ... 9860 9830 AG
121 121 AG2604 20250911 ... 9875 9840 AG
122 122 AG2605 20250911 ... 9893 9857 AG
123 123 AG2606 20250911 ... 9906 9866 AG
124 124 AG2607 20250911 ... 9922 9914 AG
125 125 AG2608 20250911 ... 9938 9905 AG
126 126 RB2509 20250911 ... 2941 2950 RB
127 127 RB2510 20250911 ... 3013 3025 RB
128 128 RB2511 20250911 ... 3034 3045 RB
129 129 RB2512 20250911 ... 3081 3089 RB
130 130 RB2601 20250911 ... 3101 3108 RB
131 131 RB2602 20250911 ... 3098 3107 RB
132 132 RB2603 20250911 ... 3112 3116 RB
133 133 RB2604 20250911 ... 3136 3140 RB
134 134 RB2605 20250911 ... 3150 3154 RB
135 135 RB2606 20250911 ... 3166 3165 RB
136 136 RB2607 20250911 ... 3179 3183 RB
137 137 RB2608 20250911 ... 3192 3190 RB
138 138 WR2509 20250911 ... 3342 3342 WR
139 139 WR2510 20250911 ... 3282 3280 WR
140 140 WR2511 20250911 ... 3302 3302 WR
141 141 WR2512 20250911 ... 3324 3324 WR
142 142 WR2601 20250911 ... 3377 3390 WR
143 143 WR2602 20250911 ... 3358 3337 WR
144 144 WR2603 20250911 ... 3338 3338 WR
145 145 WR2604 20250911 ... 3389 3399 WR
146 146 WR2605 20250911 ... 3414 3414 WR
147 147 WR2606 20250911 ... 3372 3375 WR
148 148 WR2607 20250911 ... 3390 3390 WR
149 149 WR2608 20250911 ... 3410 3414 WR
150 150 HC2509 20250911 ... 3396 3396 HC
151 151 HC2510 20250911 ... 3379 3370 HC
152 152 HC2511 20250911 ... 3365 3357 HC
153 153 HC2512 20250911 ... 3354 3350 HC
154 154 HC2601 20250911 ... 3342 3335 HC
155 155 HC2602 20250911 ... 3339 3339 HC
156 156 HC2603 20250911 ... 3344 3342 HC
157 157 HC2604 20250911 ... 3346 3346 HC
158 158 HC2605 20250911 ... 3347 3346 HC
159 159 HC2606 20250911 ... 3354 3359 HC
160 160 HC2607 20250911 ... 3357 3340 HC
161 161 HC2608 20250911 ... 3358 3358 HC
162 162 SS2509 20250911 ... 12800 12800 SS
163 163 SS2510 20250911 ... 12810 12825 SS
164 164 SS2511 20250911 ... 12895 12915 SS
165 165 SS2512 20250911 ... 12930 12955 SS
166 166 SS2601 20250911 ... 12990 13005 SS
167 167 SS2602 20250911 ... 13030 13060 SS
168 168 SS2603 20250911 ... 13110 13120 SS
169 169 SS2604 20250911 ... 13175 13190 SS
170 170 SS2605 20250911 ... 13245 13265 SS
171 171 SS2606 20250911 ... 13305 13320 SS
172 172 SS2607 20250911 ... 13370 13370 SS
173 173 SS2608 20250911 ... 13400 13400 SS
174 174 SC2510 20250911 ... 488.7 486.1 SC
175 175 SC2511 20250911 ... 489.4 485.7 SC
176 176 SC2512 20250911 ... 488.1 484.6 SC
177 177 SC2601 20250911 ... 487.1 484.5 SC
178 178 SC2602 20250911 ... 486 483.7 SC
179 179 SC2603 20250911 ... 484.7 482.6 SC
180 180 SC2604 20250911 ... 484.5 481.6 SC
181 181 SC2605 20250911 ... 483.3 481.5 SC
182 182 SC2606 20250911 ... 484.5 477.9 SC
183 183 SC2607 20250911 ... 483.7 480.9 SC
184 184 SC2608 20250911 ... 482 475.5 SC
185 185 SC2609 20250911 ... 480.8 474.4 SC
186 186 SC2612 20250911 ... 477.9 467.3 SC
187 187 SC2703 20250911 ... 472.1 462.1 SC
188 188 SC2706 20250911 ... 471.5 460.7 SC
189 189 SC2709 20250911 ... 471.3 461.3 SC
190 190 SC2712 20250911 ... 469 461 SC
191 191 SC2803 20250911 ... 468.2 459.5 SC
192 192 SC2806 20250911 ... 466.7 461.5 SC
193 193 SC2809 20250911 ... 462 458.1 SC
194 194 LU2510 20250911 ... 3343 3368 LU
195 195 LU2511 20250911 ... 3370 3392 LU
196 196 LU2512 20250911 ... 3362 3382 LU
197 197 LU2601 20250911 ... 3358 3378 LU
198 198 LU2602 20250911 ... 3338 3358 LU
199 199 LU2603 20250911 ... 3334 3354 LU
200 200 LU2604 20250911 ... 3339 3349 LU
201 201 LU2605 20250911 ... 3323 3341 LU
202 202 LU2606 20250911 ... 3316 3339 LU
203 203 LU2607 20250911 ... 3321 3335 LU
204 204 LU2608 20250911 ... 3316 3324 LU
205 205 LU2609 20250911 ... 3314 3329 LU
206 206 FU2510 20250911 ... 2833 2828 FU
207 207 FU2511 20250911 ... 2824 2822 FU
208 208 FU2512 20250911 ... 2803 2802 FU
209 209 FU2601 20250911 ... 2793 2789 FU
210 210 FU2602 20250911 ... 2777 2771 FU
211 211 FU2603 20250911 ... 2766 2759 FU
212 212 FU2604 20250911 ... 2759 2757 FU
213 213 FU2605 20250911 ... 2749 2742 FU
214 214 FU2606 20250911 ... 2741 2735 FU
215 215 FU2607 20250911 ... 2727 2724 FU
216 216 FU2608 20250911 ... 2722 2717 FU
217 217 FU2609 20250911 ... 2700 2696 FU
218 218 BU2509 20250911 ... 3423 3404 BU
219 219 BU2510 20250911 ... 3470 3456 BU
220 220 BU2511 20250911 ... 3459 3437 BU
221 221 BU2512 20250911 ... 3411 3392 BU
222 222 BU2601 20250911 ... 3385 3365 BU
223 223 BU2602 20250911 ... 3382 3364 BU
224 224 BU2603 20250911 ... 3388 3369 BU
225 225 BU2604 20250911 ... 3382 3348 BU
226 226 BU2605 20250911 ... 3388 3357 BU
227 227 BU2606 20250911 ... 3379 3353 BU
228 228 BU2607 20250911 ... 3381 3358 BU
229 229 BU2608 20250911 ... 3359 3340 BU
230 230 BU2609 20250911 ... 3372 3346 BU
231 231 BU2612 20250911 ... 3325 3307 BU
232 232 BU2703 20250911 ... 3327 3293 BU
233 233 BU2706 20250911 ... 3331 3321 BU
234 234 BR2509 20250911 ... 11850 11850 BR
235 235 BR2510 20250911 ... 11665 11720 BR
236 236 BR2511 20250911 ... 11630 11705 BR
237 237 BR2512 20250911 ... 11615 11690 BR
238 238 BR2601 20250911 ... 11630 11700 BR
239 239 BR2602 20250911 ... 11735 11735 BR
240 240 BR2603 20250911 ... 11665 11705 BR
241 241 BR2604 20250911 ... 11680 11710 BR
242 242 BR2605 20250911 ... 11700 11745 BR
243 243 BR2606 20250911 ... 11715 11815 BR
244 244 BR2607 20250911 ... 11780 12000 BR
245 245 BR2608 20250911 ... 11915 11915 BR
246 246 RU2509 20250911 ... 14825 14975 RU
247 247 RU2510 20250911 ... 14955 15050 RU
248 248 RU2511 20250911 ... 14940 15005 RU
249 249 RU2601 20250911 ... 15880 15955 RU
250 250 RU2603 20250911 ... 15880 15970 RU
251 251 RU2604 20250911 ... 15895 15960 RU
252 252 RU2605 20250911 ... 15910 15995 RU
253 253 RU2606 20250911 ... 15925 16030 RU
254 254 RU2607 20250911 ... 15980 16045 RU
255 255 RU2608 20250911 ... 15970 16065 RU
256 256 NR2509 20250911 ... 12645 12645 NR
257 257 NR2510 20250911 ... 12550 12660 NR
258 258 NR2511 20250911 ... 12600 12715 NR
259 259 NR2512 20250911 ... 12640 12760 NR
260 260 NR2601 20250911 ... 12685 12800 NR
261 261 NR2602 20250911 ... 12685 12825 NR
262 262 NR2603 20250911 ... 12685 12795 NR
263 263 NR2604 20250911 ... 12730 12815 NR
264 264 NR2605 20250911 ... 12745 12840 NR
265 265 NR2606 20250911 ... 12700 13000 NR
266 266 NR2607 20250911 ... 12715 13045 NR
267 267 NR2608 20250911 ... 12760 12865 NR
268 268 SP2509 20250911 ... 4948 4872 SP
269 269 SP2510 20250911 ... 4974 4890 SP
270 270 SP2511 20250911 ... 4994 4928 SP
271 271 SP2512 20250911 ... 5014 4942 SP
272 272 SP2601 20250911 ... 5280 5226 SP
273 273 SP2602 20250911 ... 5276 5226 SP
274 274 SP2603 20250911 ... 5280 5214 SP
275 275 SP2604 20250911 ... 5278 5228 SP
276 276 SP2605 20250911 ... 5294 5234 SP
277 277 SP2606 20250911 ... 5290 5244 SP
278 278 SP2607 20250911 ... 5286 5254 SP
279 279 SP2608 20250911 ... 5292 5258 SP
280 280 OP2601 20250911 ... 4254 4238 OP
281 281 OP2602 20250911 ... 4246 4216 OP
282 282 OP2603 20250911 ... 4274 4196 OP
283 283 OP2604 20250911 ... 4282 4224 OP
284 284 OP2605 20250911 ... 4278 4236 OP
285 285 OP2606 20250911 ... 4250 4262 OP
286 286 OP2607 20250911 ... 4270 4246 OP
287 287 OP2608 20250911 ... 4278 4260 OP
288 288 EC2510 20250911 ... 1222 1270.9 EC
289 289 EC2512 20250911 ... 1633.3 1677.3 EC
290 290 EC2602 20250911 ... 1509.2 1525.2 EC
291 291 EC2604 20250911 ... 1245.9 1252.1 EC
292 292 EC2606 20250911 ... 1429.4 1438.6 EC
293 293 EC2608 20250911 ... 1605.4 1609.3 EC
294 294 SC_TAS2510 20250911 ... SC_TAS
295 295 SC_TAS2511 20250911 ... SC_TAS
296 296 SC_TAS2512 20250911 ... SC_TAS
297 297 SC_TAS2601 20250911 ... SC_TAS
[298 rows x 13 columns]
2025-09-12 18:28:35,115 - future_1d - INFO - ak.get_shfe_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 PS2509 20250911 55575.0 ... 55575.0 55575.0 PS
1 PS2510 20250911 53495.0 ... 53135.0 52840.0 PS
2 PS2511 20250911 53200.0 ... 53035.0 52690.0 PS
3 PS2512 20250911 55920.0 ... 55530.0 55180.0 PS
4 PS2601 20250911 55500.0 ... 55465.0 55040.0 PS
5 PS2602 20250911 55690.0 ... 55735.0 55095.0 PS
6 PS2603 20250911 55880.0 ... 55715.0 55055.0 PS
7 PS2604 20250911 56005.0 ... 55800.0 55130.0 PS
8 PS2605 20250911 55650.0 ... 55650.0 55245.0 PS
9 PS2606 20250911 57800.0 ... 57725.0 57570.0 PS
10 PS2607 20250911 58050.0 ... 57855.0 57500.0 PS
11 PS2608 20250911 58000.0 ... 57850.0 57455.0 PS
13 SI2509 20250911 0.0 ... 8685.0 8470.0 SI
14 SI2510 20250911 8675.0 ... 8685.0 8520.0 SI
15 SI2511 20250911 8715.0 ... 8690.0 8530.0 SI
16 SI2512 20250911 9045.0 ... 9040.0 8885.0 SI
17 SI2601 20250911 9050.0 ... 9035.0 8875.0 SI
18 SI2602 20250911 9020.0 ... 9030.0 8935.0 SI
19 SI2603 20250911 9070.0 ... 9065.0 8920.0 SI
20 SI2604 20250911 9025.0 ... 9030.0 8950.0 SI
21 SI2605 20250911 9075.0 ... 9055.0 8915.0 SI
22 SI2606 20250911 9080.0 ... 9070.0 8940.0 SI
23 SI2607 20250911 9000.0 ... 9070.0 8940.0 SI
24 SI2608 20250911 9060.0 ... 9085.0 8905.0 SI
27 LC2509 20250911 70940.0 ... 70800.0 69760.0 LC
28 LC2510 20250911 71360.0 ... 70580.0 69720.0 LC
29 LC2511 20250911 70960.0 ... 70660.0 70120.0 LC
30 LC2512 20250911 71100.0 ... 70960.0 70200.0 LC
31 LC2601 20250911 71300.0 ... 70920.0 70240.0 LC
32 LC2602 20250911 71120.0 ... 70860.0 70240.0 LC
33 LC2603 20250911 70960.0 ... 70780.0 70220.0 LC
34 LC2604 20250911 72100.0 ... 71740.0 70660.0 LC
35 LC2605 20250911 71620.0 ... 71380.0 70700.0 LC
36 LC2606 20250911 71540.0 ... 71240.0 70460.0 LC
37 LC2607 20250911 71300.0 ... 71100.0 70500.0 LC
38 LC2608 20250911 71220.0 ... 71040.0 70700.0 LC
[36 rows x 12 columns]
2025-09-12 18:28:35,258 - future_1d - INFO - ak.get_gfex_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250911 485.1 492.8 ... 4305277.99 488.7 486.1 SC
1 SC2511 20250911 488 492.5 ... 1431053.05 489.4 485.7 SC
2 SC2512 20250911 489.2 490.7 ... 346750.96 488.1 484.6 SC
3 SC2601 20250911 486.5 489.5 ... 110577.75 487.1 484.5 SC
4 SC2602 20250911 484.9 488.7 ... 60993.45 486 483.7 SC
5 SC2603 20250911 484 488.5 ... 64903.23 484.7 482.6 SC
6 SC2604 20250911 483.7 487.7 ... 100249.02 484.5 481.6 SC
7 SC2605 20250911 482.6 486.5 ... 21027.84 483.3 481.5 SC
8 SC2606 20250911 482.4 486.9 ... 148356.36 484.5 477.9 SC
9 SC2607 20250911 483.5 484.8 ... 2564.05 483.7 480.9 SC
10 SC2608 20250911 482 484 ... 915.83 482 475.5 SC
11 SC2609 20250911 481.5 481.5 ... 240.43 480.8 474.4 SC
12 SC2612 20250911 477.6 481.6 ... 573.5 477.9 467.3 SC
13 SC2703 20250911 ... 0 472.1 462.1 SC
14 SC2706 20250911 ... 0 471.5 460.7 SC
15 SC2709 20250911 ... 0 471.3 461.3 SC
16 SC2712 20250911 467 471 ... 281.43 469 461 SC
17 SC2803 20250911 ... 0 468.2 459.5 SC
18 SC2806 20250911 464.5 475.7 ... 373.39 466.7 461.5 SC
19 SC2809 20250911 ... 0 462 458.1 SC
21 LU2510 20250911 3356 3364 ... 2186.96 3343 3368 LU
22 LU2511 20250911 3379 3390 ... 278388.67 3370 3392 LU
23 LU2512 20250911 3367 3380 ... 149916.502 3362 3382 LU
24 LU2601 20250911 3361 3376 ... 31253.26 3358 3378 LU
25 LU2602 20250911 3344 3354 ... 2307.209 3338 3358 LU
26 LU2603 20250911 3333 3346 ... 26.673 3334 3354 LU
27 LU2604 20250911 3339 3339 ... 6.678 3339 3349 LU
28 LU2605 20250911 3326 3334 ... 56.491 3323 3341 LU
29 LU2606 20250911 3319 3330 ... 26.532 3316 3339 LU
30 LU2607 20250911 3317 3330 ... 13.287 3321 3335 LU
31 LU2608 20250911 3312 3331 ... 29.844 3316 3324 LU
32 LU2609 20250911 3321 3321 ... 23.198 3314 3329 LU
34 NR2509 20250911 ... 0 12645 12645 NR
35 NR2510 20250911 12695 12710 ... 205487.68 12550 12660 NR
36 NR2511 20250911 12770 12770 ... 1145171.83 12600 12715 NR
37 NR2512 20250911 12785 12800 ... 91302.955 12640 12760 NR
38 NR2601 20250911 12820 12845 ... 168980.725 12685 12800 NR
39 NR2602 20250911 12825 12840 ... 1408.43 12685 12825 NR
40 NR2603 20250911 12820 12820 ... 469.415 12685 12795 NR
41 NR2604 20250911 12800 12800 ... 89.135 12730 12815 NR
42 NR2605 20250911 12830 12830 ... 229.49 12745 12840 NR
43 NR2606 20250911 12720 12720 ... 38.11 12700 13000 NR
44 NR2607 20250911 12735 12735 ... 89.035 12715 13045 NR
45 NR2608 20250911 12770 12770 ... 63.81 12760 12865 NR
47 BC2509 20250911 70500 70500 ... 3348.75 70500 70500 BC
48 BC2510 20250911 70980 71360 ... 126352.395 71180 70820 BC
49 BC2511 20250911 71030 71320 ... 18463.84 71150 70800 BC
50 BC2512 20250911 ... 0 70790 70790 BC
51 BC2601 20250911 ... 0 71300 70880 BC
52 BC2602 20250911 ... 0 70900 70900 BC
53 BC2603 20250911 71560 71560 ... 35.78 71560 70050 BC
54 BC2604 20250911 ... 0 71200 71200 BC
55 BC2605 20250911 ... 0 71170 71170 BC
56 BC2606 20250911 ... 0 70710 70700 BC
57 BC2607 20250911 ... 0 70900 70900 BC
58 BC2608 20250911 ... 0 70800 70800 BC
60 EC2510 20250911 1250 1255 ... 200216.301 1222 1270.9 EC
61 EC2512 20250911 1654 1664.9 ... 82035.3755 1633.3 1677.3 EC
62 EC2602 20250911 1524.9 1524.9 ... 9568.4285 1509.2 1525.2 EC
63 EC2604 20250911 1245.2 1254.4 ... 5724.952 1245.9 1252.1 EC
64 EC2606 20250911 1420.4 1438.2 ... 478.8535 1429.4 1438.6 EC
65 EC2608 20250911 1593.1 1626.6 ... 337.147 1605.4 1609.3 EC
68 SC_TAS2510 20250911 ... SC_TAS
69 SC_TAS2511 20250911 ... SC_TAS
70 SC_TAS2512 20250911 ... SC_TAS
71 SC_TAS2601 20250911 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:28:35,328 - future_1d - INFO - ak.get_ine_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 a2509 20250911 0.00 ... 4040.00 4040.00 A
1 a2511 20250911 3905.00 ... 3926.00 3935.00 A
2 a2601 20250911 3919.00 ... 3930.00 3936.00 A
3 a2603 20250911 3922.00 ... 3934.00 3938.00 A
4 a2605 20250911 3964.00 ... 3977.00 3983.00 A
5 a2607 20250911 3967.00 ... 3981.00 3985.00 A
6 b2509 20250911 0.00 ... 3681.00 3681.00 B
7 b2510 20250911 3670.00 ... 3702.00 3684.00 B
8 b2511 20250911 3700.00 ... 3726.00 3722.00 B
9 b2512 20250911 3746.00 ... 3761.00 3761.00 B
10 b2601 20250911 3746.00 ... 3761.00 3762.00 B
11 b2602 20250911 3731.00 ... 3744.00 3746.00 B
12 b2603 20250911 3684.00 ... 3705.00 3692.00 B
13 b2604 20250911 3570.00 ... 3584.00 3584.00 B
14 b2605 20250911 3500.00 ... 3500.00 3505.00 B
15 b2606 20250911 3467.00 ... 3467.00 3478.00 B
16 b2607 20250911 3471.00 ... 3467.00 3482.00 B
17 b2608 20250911 3568.00 ... 3566.00 3578.00 B
18 bb2509 20250911 144.15 ... 144.15 136.00 BB
19 bb2511 20250911 141.50 ... 142.05 142.05 BB
20 bb2601 20250911 147.05 ... 146.80 147.60 BB
21 bb2603 20250911 146.85 ... 146.90 147.15 BB
22 bb2605 20250911 0.00 ... 141.90 142.10 BB
23 bb2607 20250911 0.00 ... 146.70 146.90 BB
24 bz2603 20250911 6028.00 ... 6034.00 6012.00 BZ
25 bz2604 20250911 6013.00 ... 6011.00 5992.00 BZ
26 bz2605 20250911 0.00 ... 6011.00 6011.00 BZ
27 bz2606 20250911 6005.00 ... 6005.00 6002.00 BZ
28 bz2607 20250911 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250911 5969.00 ... 5969.00 6005.00 BZ
30 c2509 20250911 2345.00 ... 2345.00 2285.00 C
31 c2511 20250911 2199.00 ... 2199.00 2199.00 C
32 c2601 20250911 2170.00 ... 2169.00 2174.00 C
33 c2603 20250911 2186.00 ... 2183.00 2188.00 C
34 c2605 20250911 2240.00 ... 2237.00 2241.00 C
35 c2607 20250911 2255.00 ... 2252.00 2254.00 C
36 cs2509 20250911 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250911 2489.00 ... 2481.00 2491.00 CS
38 cs2601 20250911 2502.00 ... 2498.00 2504.00 CS
39 cs2603 20250911 2507.00 ... 2505.00 2510.00 CS
40 cs2605 20250911 2583.00 ... 2583.00 2589.00 CS
41 cs2607 20250911 2587.00 ... 2588.00 2589.00 CS
42 eb2509 20250911 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250911 7070.00 ... 7083.00 7059.00 EB
44 eb2511 20250911 7088.00 ... 7093.00 7070.00 EB
45 eb2512 20250911 7085.00 ... 7098.00 7079.00 EB
46 eb2601 20250911 7101.00 ... 7119.00 7101.00 EB
47 eb2602 20250911 7130.00 ... 7138.00 7129.00 EB
48 eb2603 20250911 7170.00 ... 7172.00 7157.00 EB
49 eb2604 20250911 7205.00 ... 7195.00 7189.00 EB
50 eb2605 20250911 7215.00 ... 7211.00 7200.00 EB
51 eb2606 20250911 7214.00 ... 7214.00 7204.00 EB
52 eb2607 20250911 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250911 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250911 4408.00 ... 4408.00 4343.00 EG
55 eg2510 20250911 4350.00 ... 4326.00 4347.00 EG
56 eg2511 20250911 4329.00 ... 4301.00 4332.00 EG
57 eg2512 20250911 4316.00 ... 4306.00 4322.00 EG
58 eg2601 20250911 4320.00 ... 4306.00 4320.00 EG
59 eg2602 20250911 4314.00 ... 4308.00 4323.00 EG
60 eg2603 20250911 4316.00 ... 4311.00 4323.00 EG
61 eg2604 20250911 4341.00 ... 4337.00 4350.00 EG
62 eg2605 20250911 4356.00 ... 4348.00 4354.00 EG
63 eg2606 20250911 0.00 ... 4357.00 4357.00 EG
64 eg2607 20250911 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250911 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250911 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250911 1271.50 ... 1272.50 1272.50 FB
68 fb2511 20250911 1270.00 ... 1263.00 1261.50 FB
69 fb2512 20250911 1260.00 ... 1259.00 1256.50 FB
70 fb2601 20250911 1245.00 ... 1250.50 1250.00 FB
71 fb2602 20250911 1237.00 ... 1243.00 1239.00 FB
72 fb2603 20250911 1250.50 ... 1246.50 1252.00 FB
73 fb2604 20250911 0.00 ... 1250.00 1250.00 FB
74 fb2605 20250911 0.00 ... 1318.50 1318.50 FB
75 fb2606 20250911 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250911 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250911 0.00 ... 1296.00 1296.00 FB
78 i2509 20250911 858.00 ... 845.50 847.50 I
79 i2510 20250911 823.50 ... 819.50 823.50 I
80 i2511 20250911 821.00 ... 814.00 816.50 I
81 i2512 20250911 814.50 ... 809.50 811.50 I
82 i2601 20250911 804.50 ... 800.00 802.00 I
83 i2602 20250911 801.00 ... 794.00 796.00 I
84 i2603 20250911 795.50 ... 789.00 790.50 I
85 i2604 20250911 791.00 ... 784.00 786.00 I
86 i2605 20250911 780.00 ... 777.00 777.50 I
87 i2606 20250911 777.50 ... 771.50 771.00 I
88 i2607 20250911 772.50 ... 766.50 767.50 I
89 i2608 20250911 768.00 ... 762.50 762.00 I
90 j2509 20250911 0.00 ... 1512.50 1512.50 J
91 j2510 20250911 1507.00 ... 1514.50 1499.50 J
92 j2511 20250911 1539.00 ... 1550.50 1533.50 J
93 j2512 20250911 1583.00 ... 1582.00 1572.50 J
94 j2601 20250911 1605.00 ... 1618.50 1601.00 J
95 j2602 20250911 1632.50 ... 1638.50 1618.00 J
96 j2603 20250911 1651.50 ... 1658.00 1660.00 J
97 j2604 20250911 1729.00 ... 1728.00 1720.50 J
98 j2605 20250911 1724.00 ... 1748.50 1726.00 J
99 j2606 20250911 1750.50 ... 1750.50 1761.00 J
100 j2607 20250911 1754.50 ... 1763.50 1727.00 J
101 j2608 20250911 0.00 ... 1763.00 1763.00 J
102 jd2509 20250911 3000.00 ... 3083.00 3037.00 JD
103 jd2510 20250911 3029.00 ... 3036.00 3032.00 JD
104 jd2511 20250911 3021.00 ... 3039.00 3040.00 JD
105 jd2512 20250911 3177.00 ... 3170.00 3198.00 JD
106 jd2601 20250911 3352.00 ... 3350.00 3373.00 JD
107 jd2602 20250911 3107.00 ... 3110.00 3116.00 JD
108 jd2603 20250911 3131.00 ... 3124.00 3131.00 JD
109 jd2604 20250911 3315.00 ... 3318.00 3327.00 JD
110 jd2605 20250911 3458.00 ... 3460.00 3467.00 JD
111 jd2606 20250911 3269.00 ... 3269.00 3270.00 JD
112 jd2607 20250911 3495.00 ... 3491.00 3494.00 JD
113 jd2608 20250911 3917.00 ... 3913.00 3916.00 JD
114 jm2509 20250911 953.50 ... 977.50 969.00 JM
115 jm2510 20250911 958.00 ... 966.00 952.50 JM
116 jm2511 20250911 1009.00 ... 1022.50 1007.00 JM
117 jm2512 20250911 1065.00 ... 1080.50 1064.00 JM
118 jm2601 20250911 1117.50 ... 1134.50 1115.50 JM
119 jm2602 20250911 1142.00 ... 1161.00 1140.50 JM
120 jm2603 20250911 1162.00 ... 1181.00 1158.00 JM
121 jm2604 20250911 1181.00 ... 1202.50 1174.50 JM
122 jm2605 20250911 1195.00 ... 1220.50 1189.00 JM
123 jm2606 20250911 1213.50 ... 1238.00 1203.50 JM
124 jm2607 20250911 1224.00 ... 1249.50 1213.00 JM
125 jm2608 20250911 1245.00 ... 1260.00 1226.00 JM
126 l2509 20250911 7142.00 ... 7135.00 7165.00 L
127 l2510 20250911 7191.00 ... 7194.00 7205.00 L
128 l2511 20250911 7208.00 ... 7206.00 7219.00 L
129 l2512 20250911 7218.00 ... 7213.00 7230.00 L
130 l2601 20250911 7222.00 ... 7216.00 7233.00 L
131 l2602 20250911 7215.00 ... 7210.00 7227.00 L
132 l2603 20250911 0.00 ... 7227.00 7227.00 L
133 l2604 20250911 7260.00 ... 7237.00 7259.00 L
134 l2605 20250911 7235.00 ... 7225.00 7243.00 L
135 l2606 20250911 0.00 ... 7228.00 7228.00 L
136 l2607 20250911 7236.00 ... 7236.00 7251.00 L
137 l2608 20250911 7248.00 ... 7254.00 7269.00 L
138 lg2509 20250911 773.00 ... 770.00 773.00 LG
139 lg2511 20250911 807.00 ... 804.50 805.00 LG
140 lg2601 20250911 820.00 ... 818.50 819.50 LG
141 lg2603 20250911 823.50 ... 824.50 825.50 LG
142 lg2605 20250911 830.50 ... 829.50 830.00 LG
143 lg2607 20250911 832.00 ... 832.50 831.50 LG
144 lh2509 20250911 13030.00 ... 13090.00 13190.00 LH
145 lh2511 20250911 13350.00 ... 13315.00 13315.00 LH
146 lh2601 20250911 13785.00 ... 13735.00 13730.00 LH
147 lh2603 20250911 13045.00 ... 13010.00 13010.00 LH
148 lh2605 20250911 13550.00 ... 13520.00 13520.00 LH
149 lh2607 20250911 14300.00 ... 14310.00 14240.00 LH
150 m2509 20250911 0.00 ... 3031.00 3031.00 M
151 m2511 20250911 3025.00 ... 3040.00 3031.00 M
152 m2512 20250911 3080.00 ... 3090.00 3080.00 M
153 m2601 20250911 3067.00 ... 3075.00 3064.00 M
154 m2603 20250911 2996.00 ... 2997.00 2991.00 M
155 m2605 20250911 2801.00 ... 2802.00 2799.00 M
156 m2607 20250911 2780.00 ... 2783.00 2778.00 M
157 m2608 20250911 2906.00 ... 2908.00 2907.00 M
158 p2509 20250911 0.00 ... 9446.00 9446.00 P
159 p2510 20250911 9262.00 ... 9222.00 9320.00 P
160 p2511 20250911 9236.00 ... 9236.00 9314.00 P
161 p2512 20250911 9262.00 ... 9264.00 9326.00 P
162 p2601 20250911 9280.00 ... 9274.00 9340.00 P
163 p2602 20250911 9246.00 ... 9222.00 9284.00 P
164 p2603 20250911 9220.00 ... 9212.00 9290.00 P
165 p2604 20250911 9164.00 ... 9156.00 9200.00 P
166 p2605 20250911 9064.00 ... 9062.00 9126.00 P
167 p2606 20250911 8970.00 ... 8968.00 9030.00 P
168 p2607 20250911 8900.00 ... 8868.00 8942.00 P
169 p2608 20250911 8812.00 ... 8800.00 8910.00 P
170 pg2509 20250911 3780.00 ... 3780.00 3706.00 PG
171 pg2510 20250911 4462.00 ... 4453.00 4437.00 PG
172 pg2511 20250911 4406.00 ... 4410.00 4389.00 PG
173 pg2512 20250911 4356.00 ... 4352.00 4328.00 PG
174 pg2601 20250911 4284.00 ... 4289.00 4270.00 PG
175 pg2602 20250911 4207.00 ... 4219.00 4194.00 PG
176 pg2603 20250911 4121.00 ... 4132.00 4105.00 PG
177 pg2604 20250911 4451.00 ... 4467.00 4437.00 PG
178 pg2605 20250911 4364.00 ... 4389.00 4358.00 PG
179 pg2606 20250911 4305.00 ... 4305.00 4288.00 PG
180 pg2607 20250911 4246.00 ... 4251.00 4255.00 PG
181 pg2608 20250911 4185.00 ... 4187.00 4163.00 PG
182 pp2509 20250911 6773.00 ... 6828.00 6832.00 PP
183 pp2510 20250911 6864.00 ... 6852.00 6867.00 PP
184 pp2511 20250911 6880.00 ... 6886.00 6898.00 PP
185 pp2512 20250911 6929.00 ... 6919.00 6930.00 PP
186 pp2601 20250911 6952.00 ... 6943.00 6951.00 PP
187 pp2602 20250911 6931.00 ... 6926.00 6933.00 PP
188 pp2603 20250911 6920.00 ... 6912.00 6920.00 PP
189 pp2604 20250911 6948.00 ... 6937.00 6963.00 PP
190 pp2605 20250911 6977.00 ... 6966.00 6973.00 PP
191 pp2606 20250911 6949.00 ... 6943.00 6946.00 PP
192 pp2607 20250911 6916.00 ... 6915.00 6915.00 PP
193 pp2608 20250911 6917.00 ... 6917.00 6922.00 PP
194 rr2509 20250911 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250911 3602.00 ... 3596.00 3605.00 RR
196 rr2511 20250911 3608.00 ... 3603.00 3611.00 RR
197 rr2512 20250911 3606.00 ... 3605.00 3608.00 RR
198 rr2601 20250911 3617.00 ... 3615.00 3617.00 RR
199 rr2602 20250911 3605.00 ... 3605.00 3604.00 RR
200 rr2603 20250911 3607.00 ... 3607.00 3612.00 RR
201 rr2604 20250911 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250911 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250911 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250911 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250911 0.00 ... 3614.00 3625.00 RR
206 v2509 20250911 4696.00 ... 4708.00 4696.00 V
207 v2510 20250911 4738.00 ... 4757.00 4743.00 V
208 v2511 20250911 4780.00 ... 4788.00 4776.00 V
209 v2512 20250911 4810.00 ... 4830.00 4815.00 V
210 v2601 20250911 4852.00 ... 4864.00 4849.00 V
211 v2602 20250911 4888.00 ... 4904.00 4885.00 V
212 v2603 20250911 4920.00 ... 4930.00 4916.00 V
213 v2604 20250911 5120.00 ... 5126.00 5119.00 V
214 v2605 20250911 5162.00 ... 5166.00 5149.00 V
215 v2606 20250911 5191.00 ... 5197.00 5169.00 V
216 v2607 20250911 5211.00 ... 5222.00 5208.00 V
217 v2608 20250911 5249.00 ... 5266.00 5247.00 V
218 y2509 20250911 8268.00 ... 8268.00 8414.00 Y
219 y2511 20250911 8300.00 ... 8326.00 8344.00 Y
220 y2512 20250911 8322.00 ... 8338.00 8374.00 Y
221 y2601 20250911 8272.00 ... 8292.00 8322.00 Y
222 y2603 20250911 8184.00 ... 8214.00 8236.00 Y
223 y2605 20250911 7990.00 ... 7986.00 8028.00 Y
224 y2607 20250911 7936.00 ... 7948.00 7982.00 Y
225 y2608 20250911 7936.00 ... 7948.00 7998.00 Y
[226 rows x 12 columns]
2025-09-12 18:28:35,839 - future_1d - INFO - ak.get_dce_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 IC2509 20250911 6863.000 ... 7097.800 6887.800 IC
1 IC2510 20250911 6799.000 ... 7044.000 6825.800 IC
2 IC2512 20250911 6680.000 ... 6934.800 6710.000 IC
3 IC2603 20250911 6517.400 ... 6789.600 6556.600 IC
4 IF2509 20250911 4424.000 ... 4542.800 4444.600 IF
5 IF2510 20250911 4415.800 ... 4534.400 4437.200 IF
6 IF2512 20250911 4396.000 ... 4511.800 4415.200 IF
7 IF2603 20250911 4367.000 ... 4491.200 4394.000 IF
8 IH2509 20250911 2927.000 ... 2981.400 2944.200 IH
9 IH2510 20250911 2926.400 ... 2979.800 2943.400 IH
10 IH2512 20250911 2927.000 ... 2980.000 2943.200 IH
11 IH2603 20250911 2928.800 ... 2982.400 2945.800 IH
12 IM2509 20250911 7144.000 ... 7365.600 7176.600 IM
13 IM2510 20250911 7086.400 ... 7297.800 7112.400 IM
14 IM2512 20250911 6940.000 ... 7153.600 6965.000 IM
15 IM2603 20250911 6740.000 ... 6965.600 6777.400 IM
16 T2509 20250911 107.750 ... 107.835 107.725 T
17 T2512 20250911 107.555 ... 107.645 107.505 T
18 T2603 20250911 107.205 ... 107.335 107.235 T
19 TF2509 20250911 105.630 ... 105.660 105.620 TF
20 TF2512 20250911 105.450 ... 105.590 105.445 TF
21 TF2603 20250911 105.380 ... 105.485 105.355 TF
22 TL2509 20250911 115.020 ... 115.180 115.240 TL
23 TL2512 20250911 114.850 ... 114.830 114.870 TL
24 TL2603 20250911 114.570 ... 114.500 114.530 TL
25 TS2509 20250911 102.330 ... 102.352 102.310 TS
26 TS2512 20250911 102.354 ... 102.406 102.348 TS
27 TS2603 20250911 102.296 ... 102.330 102.288 TS
[28 rows x 12 columns]
2025-09-12 18:28:36,059 - future_1d - INFO - ak.get_cffex_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250911 8218.0 8351.0 ... 130736.90 8293.0 8163.0 AP
1 AP511 20250911 8070.0 8168.0 ... 6792.71 8116.0 8026.0 AP
2 AP512 20250911 8068.0 8188.0 ... 2732.08 8131.0 8050.0 AP
3 AP601 20250911 8159.0 8271.0 ... 676253.31 8214.0 8122.0 AP
4 AP603 20250911 8068.0 8162.0 ... 154.36 8124.0 8053.0 AP
5 AP604 20250911 8125.0 8171.0 ... 73.28 8142.0 8090.0 AP
6 AP605 20250911 8187.0 8255.0 ... 4121.90 8227.0 8158.0 AP
7 CF509 20250911 13360.0 13400.0 ... 3216.36 13345.0 13345.0 CF
8 CF511 20250911 13670.0 13735.0 ... 172899.42 13665.0 13645.0 CF
9 CF601 20250911 13865.0 13890.0 ... 1114391.69 13830.0 13835.0 CF
10 CF603 20250911 13810.0 13845.0 ... 1579.90 13800.0 13800.0 CF
11 CF605 20250911 13850.0 13850.0 ... 148047.50 13795.0 13795.0 CF
12 CF607 20250911 13850.0 13855.0 ... 815.05 13815.0 13815.0 CF
13 CJ509 20250911 0.0 0.0 ... 0.00 9965.0 9945.0 CJ
14 CJ512 20250911 10955.0 11225.0 ... 5656.23 11100.0 10945.0 CJ
15 CJ601 20250911 11045.0 11285.0 ... 923262.81 11185.0 10990.0 CJ
16 CJ603 20250911 11085.0 11325.0 ... 12116.31 11240.0 11045.0 CJ
17 CJ605 20250911 11150.0 11420.0 ... 149786.33 11315.0 11125.0 CJ
18 CJ607 20250911 11320.0 11540.0 ... 3393.31 11425.0 11265.0 CJ
19 CY509 20250911 0.0 0.0 ... 0.00 20180.0 20200.0 CY
20 CY510 20250911 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250911 19875.0 19960.0 ... 97202.48 19875.0 19895.0 CY
22 CY512 20250911 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250911 19960.0 19960.0 ... 1183.36 19890.0 19875.0 CY
24 CY602 20250911 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250911 0.0 0.0 ... 0.00 20240.0 20255.0 CY
26 CY604 20250911 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250911 20080.0 20080.0 ... 20.08 20080.0 20165.0 CY
28 CY606 20250911 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250911 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250911 0.0 0.0 ... 0.00 20160.0 20170.0 CY
31 FG509 20250911 991.0 991.0 ... 310.87 990.0 985.0 FG
32 FG510 20250911 1102.0 1120.0 ... 194308.98 1107.0 1100.0 FG
33 FG511 20250911 1086.0 1108.0 ... 167149.89 1095.0 1089.0 FG
34 FG512 20250911 1194.0 1208.0 ... 83621.38 1192.0 1188.0 FG
35 FG601 20250911 1182.0 1202.0 ... 3942012.78 1186.0 1179.0 FG
36 FG602 20250911 1235.0 1251.0 ... 28597.32 1235.0 1232.0 FG
37 FG603 20250911 1235.0 1252.0 ... 1254.01 1239.0 1232.0 FG
38 FG604 20250911 1285.0 1300.0 ... 501.76 1287.0 1279.0 FG
39 FG605 20250911 1277.0 1295.0 ... 69083.82 1281.0 1278.0 FG
40 FG606 20250911 1312.0 1328.0 ... 2284.84 1315.0 1307.0 FG
41 FG607 20250911 1301.0 1317.0 ... 1806.57 1305.0 1298.0 FG
42 FG608 20250911 1325.0 1343.0 ... 1266.66 1333.0 1319.0 FG
43 JR509 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250911 2242.0 2242.0 ... 247.09 2226.0 2260.0 MA
53 MA510 20250911 2306.0 2309.0 ... 90947.84 2299.0 2308.0 MA
54 MA511 20250911 2336.0 2340.0 ... 113094.85 2329.0 2333.0 MA
55 MA512 20250911 2383.0 2384.0 ... 69622.56 2372.0 2375.0 MA
56 MA601 20250911 2404.0 2409.0 ... 1180908.94 2395.0 2403.0 MA
57 MA602 20250911 2416.0 2423.0 ... 26148.38 2412.0 2411.0 MA
58 MA603 20250911 2424.0 2428.0 ... 290.00 2417.0 2417.0 MA
59 MA604 20250911 2413.0 2415.0 ... 16.86 2408.0 2404.0 MA
60 MA605 20250911 2407.0 2409.0 ... 71458.38 2396.0 2398.0 MA
61 MA606 20250911 2405.0 2406.0 ... 19.20 2400.0 2413.0 MA
62 MA607 20250911 2386.0 2386.0 ... 57.18 2383.0 2391.0 MA
63 MA608 20250911 2384.0 2384.0 ... 7.15 2384.0 2403.0 MA
64 OI509 20250911 0.0 0.0 ... 0.00 10023.0 9937.0 OI
65 OI511 20250911 9940.0 10090.0 ... 516403.28 10015.0 9985.0 OI
66 OI601 20250911 9782.0 9897.0 ... 2960863.58 9839.0 9823.0 OI
67 OI603 20250911 9643.0 9720.0 ... 1615.05 9671.0 9666.0 OI
68 OI605 20250911 9490.0 9554.0 ... 131834.25 9510.0 9541.0 OI
69 OI607 20250911 9458.0 9488.0 ... 387.68 9456.0 9479.0 OI
70 PF509 20250911 0.0 0.0 ... 0.00 6272.0 6268.0 PF
71 PF510 20250911 6382.0 6398.0 ... 51713.83 6374.0 6378.0 PF
72 PF511 20250911 6370.0 6390.0 ... 362115.37 6366.0 6362.0 PF
73 PF512 20250911 6366.0 6376.0 ... 165237.69 6350.0 6344.0 PF
74 PF601 20250911 6388.0 6410.0 ... 19883.95 6388.0 6390.0 PF
75 PF602 20250911 6404.0 6418.0 ... 42679.04 6396.0 6400.0 PF
76 PF603 20250911 6414.0 6420.0 ... 32.00 6400.0 6412.0 PF
77 PF604 20250911 6442.0 6442.0 ... 22.52 6436.0 6440.0 PF
78 PF605 20250911 6470.0 6470.0 ... 29.06 6460.0 6468.0 PF
79 PF606 20250911 6474.0 6474.0 ... 3.24 6474.0 6470.0 PF
80 PF607 20250911 0.0 0.0 ... 0.00 6502.0 6498.0 PF
81 PF608 20250911 0.0 0.0 ... 0.00 6516.0 6510.0 PF
82 PK510 20250911 7876.0 7894.0 ... 126503.71 7876.0 7876.0 PK
83 PK511 20250911 7794.0 7798.0 ... 362088.71 7776.0 7792.0 PK
84 PK512 20250911 7810.0 7822.0 ... 159865.14 7800.0 7804.0 PK
85 PK601 20250911 7842.0 7842.0 ... 24736.08 7826.0 7832.0 PK
86 PK603 20250911 7844.0 7850.0 ... 39.24 7848.0 7850.0 PK
87 PK604 20250911 7848.0 7868.0 ... 70.69 7856.0 7878.0 PK
88 PK605 20250911 7870.0 7870.0 ... 5782.58 7852.0 7870.0 PK
89 PL601 20250911 6400.0 6422.0 ... 41574.86 6406.0 6413.0 PL
90 PL602 20250911 6445.0 6451.0 ... 682.73 6441.0 6449.0 PL
91 PL603 20250911 6440.0 6440.0 ... 12.88 6440.0 6445.0 PL
92 PL604 20250911 0.0 0.0 ... 0.00 6455.0 6465.0 PL
93 PL605 20250911 6363.0 6384.0 ... 25.49 6374.0 6386.0 PL
94 PL606 20250911 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250911 0.0 0.0 ... 0.00 6450.0 6450.0 PL
96 PL608 20250911 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250911 5700.0 5700.0 ... 85.50 5700.0 5788.0 PR
104 PR510 20250911 5838.0 5862.0 ... 20785.20 5834.0 5844.0 PR
105 PR511 20250911 5840.0 5872.0 ... 299990.48 5838.0 5842.0 PR
106 PR512 20250911 5850.0 5882.0 ... 215435.62 5848.0 5854.0 PR
107 PR601 20250911 5866.0 5890.0 ... 133220.25 5856.0 5860.0 PR
108 PR602 20250911 5892.0 5892.0 ... 10366.06 5872.0 5898.0 PR
109 PR603 20250911 5894.0 5894.0 ... 26.51 5892.0 5898.0 PR
110 PR604 20250911 5912.0 5912.0 ... 8.87 5912.0 5902.0 PR
111 PR605 20250911 5920.0 5920.0 ... 8.88 5920.0 5916.0 PR
112 PR606 20250911 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250911 0.0 0.0 ... 0.00 5968.0 5970.0 PR
114 PR608 20250911 0.0 0.0 ... 0.00 5962.0 5962.0 PR
115 PX509 20250911 0.0 0.0 ... 0.00 6782.0 6768.0 PX
116 PX510 20250911 6778.0 6826.0 ... 5503.37 6786.0 6788.0 PX
117 PX511 20250911 6760.0 6808.0 ... 402333.89 6766.0 6752.0 PX
118 PX512 20250911 6738.0 6774.0 ... 105456.67 6732.0 6720.0 PX
119 PX601 20250911 6706.0 6750.0 ... 84796.19 6708.0 6702.0 PX
120 PX602 20250911 6698.0 6732.0 ... 9388.87 6698.0 6688.0 PX
121 PX603 20250911 0.0 0.0 ... 0.00 6690.0 6662.0 PX
122 PX604 20250911 0.0 0.0 ... 0.00 6700.0 6698.0 PX
123 PX605 20250911 6696.0 6716.0 ... 194.07 6692.0 6692.0 PX
124 PX606 20250911 0.0 0.0 ... 0.00 6708.0 6708.0 PX
125 PX607 20250911 0.0 0.0 ... 0.00 6722.0 6722.0 PX
126 PX608 20250911 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250911 2540.0 2550.0 ... 94.13 2544.0 2565.0 RM
134 RM511 20250911 2539.0 2559.0 ... 18579.51 2544.0 2541.0 RM
135 RM601 20250911 2538.0 2568.0 ... 871292.35 2554.0 2542.0 RM
136 RM603 20250911 2430.0 2450.0 ... 11757.57 2440.0 2432.0 RM
137 RM605 20250911 2410.0 2421.0 ... 126860.70 2411.0 2412.0 RM
138 RM607 20250911 2390.0 2403.0 ... 17730.90 2393.0 2394.0 RM
139 RM608 20250911 2487.0 2500.0 ... 239.09 2491.0 2489.0 RM
140 RS509 20250911 0.0 0.0 ... 0.00 4846.0 4852.0 RS
141 RS511 20250911 5160.0 5160.0 ... 66.66 5128.0 5176.0 RS
142 RS607 20250911 5577.0 5645.0 ... 210.97 5552.0 5559.0 RS
143 RS608 20250911 0.0 0.0 ... 0.00 5615.0 5615.0 RS
144 SA509 20250911 1153.0 1175.0 ... 2227.23 1159.0 1151.0 SA
145 SA510 20250911 1200.0 1218.0 ... 238449.29 1207.0 1199.0 SA
146 SA511 20250911 1216.0 1227.0 ... 263493.45 1217.0 1208.0 SA
147 SA512 20250911 1267.0 1286.0 ... 157105.50 1276.0 1264.0 SA
148 SA601 20250911 1281.0 1297.0 ... 2835127.00 1286.0 1271.0 SA
149 SA602 20250911 1310.0 1326.0 ... 23077.95 1312.0 1304.0 SA
150 SA603 20250911 1314.0 1331.0 ... 5226.39 1315.0 1308.0 SA
151 SA604 20250911 1352.0 1365.0 ... 3066.32 1348.0 1349.0 SA
152 SA605 20250911 1351.0 1370.0 ... 115852.04 1355.0 1351.0 SA
153 SA606 20250911 1364.0 1380.0 ... 1124.78 1365.0 1359.0 SA
154 SA607 20250911 1369.0 1380.0 ... 843.15 1369.0 1361.0 SA
155 SA608 20250911 1388.0 1399.0 ... 658.23 1389.0 1383.0 SA
156 SF509 20250911 5470.0 5470.0 ... 431.63 5464.0 5464.0 SF
157 SF510 20250911 5468.0 5506.0 ... 68550.10 5472.0 5472.0 SF
158 SF511 20250911 5640.0 5674.0 ... 354891.96 5640.0 5636.0 SF
159 SF512 20250911 5600.0 5624.0 ... 62789.08 5596.0 5596.0 SF
160 SF601 20250911 5610.0 5630.0 ... 97817.07 5600.0 5594.0 SF
161 SF602 20250911 5584.0 5600.0 ... 21233.35 5552.0 5548.0 SF
162 SF603 20250911 5736.0 5746.0 ... 1550.04 5720.0 5750.0 SF
163 SF604 20250911 5726.0 5734.0 ... 14.29 5718.0 5706.0 SF
164 SF605 20250911 5700.0 5746.0 ... 4279.46 5702.0 5704.0 SF
165 SF606 20250911 5690.0 5690.0 ... 19.85 5672.0 5670.0 SF
166 SF607 20250911 5836.0 5836.0 ... 5.83 5828.0 5816.0 SF
167 SF608 20250911 5758.0 5758.0 ... 8.63 5752.0 5734.0 SF
168 SH509 20250911 0.0 0.0 ... 0.00 2828.0 2811.0 SH
169 SH510 20250911 2565.0 2588.0 ... 212640.48 2565.0 2559.0 SH
170 SH511 20250911 2566.0 2601.0 ... 644483.99 2576.0 2562.0 SH
171 SH512 20250911 2587.0 2619.0 ... 305183.74 2597.0 2583.0 SH
172 SH601 20250911 2578.0 2605.0 ... 2327161.35 2587.0 2571.0 SH
173 SH602 20250911 2600.0 2623.0 ... 42346.45 2604.0 2591.0 SH
174 SH603 20250911 2620.0 2637.0 ... 3140.93 2624.0 2609.0 SH
175 SH604 20250911 2656.0 2677.0 ... 415.93 2666.0 2653.0 SH
176 SH605 20250911 2671.0 2687.0 ... 17480.75 2675.0 2664.0 SH
177 SH606 20250911 2690.0 2695.0 ... 258.12 2689.0 2673.0 SH
178 SH607 20250911 2683.0 2683.0 ... 64.20 2675.0 2666.0 SH
179 SH608 20250911 2692.0 2694.0 ... 72.56 2687.0 2678.0 SH
180 SM509 20250911 5770.0 5788.0 ... 1560.75 5770.0 5726.0 SM
181 SM510 20250911 5782.0 5808.0 ... 126885.05 5774.0 5772.0 SM
182 SM511 20250911 5832.0 5876.0 ... 162072.81 5848.0 5830.0 SM
183 SM512 20250911 5880.0 5882.0 ... 71142.16 5854.0 5852.0 SM
184 SM601 20250911 5862.0 5890.0 ... 435829.94 5860.0 5852.0 SM
185 SM602 20250911 5874.0 5892.0 ... 59756.59 5864.0 5840.0 SM
186 SM603 20250911 5898.0 5898.0 ... 91.12 5880.0 5878.0 SM
187 SM604 20250911 5890.0 5890.0 ... 11.77 5884.0 5898.0 SM
188 SM605 20250911 5910.0 5922.0 ... 3697.01 5896.0 5900.0 SM
189 SM606 20250911 5902.0 5908.0 ... 8.85 5900.0 5888.0 SM
190 SM607 20250911 5888.0 5916.0 ... 17.72 5906.0 5882.0 SM
191 SM608 20250911 5950.0 5950.0 ... 8.90 5930.0 5898.0 SM
192 SR509 20250911 5530.0 5530.0 ... 602.29 5526.0 5522.0 SR
193 SR511 20250911 5551.0 5573.0 ... 145543.24 5554.0 5539.0 SR
194 SR601 20250911 5545.0 5558.0 ... 861291.03 5542.0 5534.0 SR
195 SR603 20250911 5521.0 5541.0 ... 2222.32 5528.0 5520.0 SR
196 SR605 20250911 5520.0 5528.0 ... 30964.28 5516.0 5508.0 SR
197 SR607 20250911 5498.0 5524.0 ... 1482.67 5512.0 5503.0 SR
198 TA509 20250911 4598.0 4622.0 ... 2342.24 4602.0 4598.0 TA
199 TA510 20250911 4670.0 4682.0 ... 136416.66 4660.0 4662.0 TA
200 TA511 20250911 4666.0 4696.0 ... 191884.64 4672.0 4670.0 TA
201 TA512 20250911 4690.0 4706.0 ... 83468.17 4682.0 4678.0 TA
202 TA601 20250911 4690.0 4712.0 ... 1036039.18 4688.0 4686.0 TA
203 TA602 20250911 4698.0 4714.0 ... 15776.34 4694.0 4694.0 TA
204 TA603 20250911 4708.0 4708.0 ... 23.53 4708.0 4712.0 TA
205 TA604 20250911 0.0 0.0 ... 0.00 4722.0 4722.0 TA
206 TA605 20250911 4728.0 4742.0 ... 17213.69 4720.0 4716.0 TA
207 TA606 20250911 0.0 0.0 ... 0.00 4734.0 4734.0 TA
208 TA607 20250911 0.0 0.0 ... 0.00 4744.0 4744.0 TA
209 TA608 20250911 4768.0 4768.0 ... 2.38 4768.0 4744.0 TA
210 UR509 20250911 1601.0 1605.0 ... 833.35 1603.0 1616.0 UR
211 UR510 20250911 1635.0 1638.0 ... 53972.22 1620.0 1639.0 UR
212 UR511 20250911 1659.0 1665.0 ... 51115.35 1659.0 1671.0 UR
213 UR512 20250911 1664.0 1671.0 ... 16972.26 1666.0 1675.0 UR
214 UR601 20250911 1669.0 1676.0 ... 419032.87 1672.0 1679.0 UR
215 UR602 20250911 1673.0 1677.0 ... 308.00 1674.0 1679.0 UR
216 UR603 20250911 1720.0 1724.0 ... 34.41 1720.0 1728.0 UR
217 UR604 20250911 1721.0 1722.0 ... 13.77 1721.0 1728.0 UR
218 UR605 20250911 1721.0 1725.0 ... 13509.66 1721.0 1729.0 UR
219 UR606 20250911 1718.0 1721.0 ... 109.98 1718.0 1723.0 UR
220 UR607 20250911 1749.0 1750.0 ... 76.87 1747.0 1755.0 UR
221 UR608 20250911 1745.0 1745.0 ... 20.90 1742.0 1746.0 UR
222 WH509 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:28:36,350 - future_1d - INFO - ak.get_czce_daily('2025-09-11') done
2025-09-12 18:28:47,645 - future_1d - INFO - save future_daily 2025-09-11 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250912 ... 80710 80090 CU
1 1 CU2510 20250912 ... 80660 80080 CU
2 2 CU2511 20250912 ... 80650 80080 CU
3 3 CU2512 20250912 ... 80640 80050 CU
4 4 CU2601 20250912 ... 80610 80040 CU
5 5 CU2602 20250912 ... 80580 80040 CU
6 6 CU2603 20250912 ... 80660 80060 CU
7 7 CU2604 20250912 ... 80600 80150 CU
8 8 CU2605 20250912 ... 80640 80130 CU
9 9 CU2606 20250912 ... 80740 80150 CU
10 10 CU2607 20250912 ... 80620 80150 CU
11 11 CU2608 20250912 ... 80650 80140 CU
12 12 BC2509 20250912 ... 70500 70500 BC
13 13 BC2510 20250912 ... 71640 71180 BC
14 14 BC2511 20250912 ... 71660 71150 BC
15 15 BC2512 20250912 ... 71670 70790 BC
16 16 BC2601 20250912 ... 72000 71300 BC
17 17 BC2602 20250912 ... 71650 70900 BC
18 18 BC2603 20250912 ... 72000 71560 BC
19 19 BC2604 20250912 ... 71500 71200 BC
20 20 BC2605 20250912 ... 71350 71170 BC
21 21 BC2606 20250912 ... 71450 70710 BC
22 22 BC2607 20250912 ... 71560 70900 BC
23 23 BC2608 20250912 ... 71550 70800 BC
24 24 AL2509 20250912 ... 21040 20845 AL
25 25 AL2510 20250912 ... 21030 20850 AL
26 26 AL2511 20250912 ... 21020 20840 AL
27 27 AL2512 20250912 ... 20975 20815 AL
28 28 AL2601 20250912 ... 20935 20800 AL
29 29 AL2602 20250912 ... 20925 20795 AL
30 30 AL2603 20250912 ... 20925 20820 AL
31 31 AL2604 20250912 ... 20940 20855 AL
32 32 AL2605 20250912 ... 20980 20865 AL
33 33 AL2606 20250912 ... 20975 20865 AL
34 34 AL2607 20250912 ... 20970 20875 AL
35 35 AL2608 20250912 ... 20965 20870 AL
36 36 ZN2509 20250912 ... 22240 22190 ZN
37 37 ZN2510 20250912 ... 22280 22225 ZN
38 38 ZN2511 20250912 ... 22295 22235 ZN
39 39 ZN2512 20250912 ... 22310 22250 ZN
40 40 ZN2601 20250912 ... 22335 22255 ZN
41 41 ZN2602 20250912 ... 22340 22265 ZN
42 42 ZN2603 20250912 ... 22345 22265 ZN
43 43 ZN2604 20250912 ... 22375 22310 ZN
44 44 ZN2605 20250912 ... 22400 22305 ZN
45 45 ZN2606 20250912 ... 22410 22305 ZN
46 46 ZN2607 20250912 ... 22370 22335 ZN
47 47 ZN2608 20250912 ... 22390 22350 ZN
48 48 PB2509 20250912 ... 16860 16795 PB
49 49 PB2510 20250912 ... 16965 16860 PB
50 50 PB2511 20250912 ... 16985 16865 PB
51 51 PB2512 20250912 ... 16975 16885 PB
52 52 PB2601 20250912 ... 16965 16910 PB
53 53 PB2602 20250912 ... 17045 16895 PB
54 54 PB2603 20250912 ... 16945 16910 PB
55 55 PB2604 20250912 ... 17065 16910 PB
56 56 PB2605 20250912 ... 17175 16925 PB
57 57 PB2606 20250912 ... 16935 16935 PB
58 58 PB2607 20250912 ... 17005 16945 PB
59 59 PB2608 20250912 ... 17135 16965 PB
60 60 NI2509 20250912 ... 121270 120260 NI
61 61 NI2510 20250912 ... 121190 120450 NI
62 62 NI2511 20250912 ... 121470 120600 NI
63 63 NI2512 20250912 ... 121560 120780 NI
64 64 NI2601 20250912 ... 121840 121000 NI
65 65 NI2602 20250912 ... 122140 121260 NI
66 66 NI2603 20250912 ... 122210 121390 NI
67 67 NI2604 20250912 ... 122290 121710 NI
68 68 NI2605 20250912 ... 122460 121760 NI
69 69 NI2606 20250912 ... 122790 122050 NI
70 70 NI2607 20250912 ... 122790 122410 NI
71 71 NI2608 20250912 ... 123400 122670 NI
72 72 SN2509 20250912 ... 273970 270340 SN
73 73 SN2510 20250912 ... 272850 271410 SN
74 74 SN2511 20250912 ... 273260 271610 SN
75 75 SN2512 20250912 ... 273380 271690 SN
76 76 SN2601 20250912 ... 273380 271500 SN
77 77 SN2602 20250912 ... 273590 271650 SN
78 78 SN2603 20250912 ... 273110 271120 SN
79 79 SN2604 20250912 ... 273390 272180 SN
80 80 SN2605 20250912 ... 273940 272460 SN
81 81 SN2606 20250912 ... 274310 271900 SN
82 82 SN2607 20250912 ... 273480 273090 SN
83 83 SN2608 20250912 ... 274950 272370 SN
84 84 AO2509 20250912 ... 2875 2904 AO
85 85 AO2510 20250912 ... 2904 2918 AO
86 86 AO2511 20250912 ... 2908 2920 AO
87 87 AO2512 20250912 ... 2917 2931 AO
88 88 AO2601 20250912 ... 2922 2940 AO
89 89 AO2602 20250912 ... 2928 2947 AO
90 90 AO2603 20250912 ... 2995 3008 AO
91 91 AO2604 20250912 ... 3004 3015 AO
92 92 AO2605 20250912 ... 3010 3025 AO
93 93 AO2606 20250912 ... 3019 3034 AO
94 94 AO2607 20250912 ... 3035 3048 AO
95 95 AO2608 20250912 ... 3040 3063 AO
96 96 AD2511 20250912 ... 20570 20410 AD
97 97 AD2512 20250912 ... 20580 20430 AD
98 98 AD2601 20250912 ... 20570 20410 AD
99 99 AD2602 20250912 ... 20545 20395 AD
100 100 AD2603 20250912 ... 20475 20405 AD
101 101 AD2604 20250912 ... 20490 20240 AD
102 102 AD2605 20250912 ... 20455 20325 AD
103 103 AD2606 20250912 ... 20155 20155 AD
104 104 AD2607 20250912 ... 20425 20150 AD
105 105 AD2608 20250912 ... 20515 20170 AD
106 106 AU2509 20250912 ... 832.5 832.5 AU
107 107 AU2510 20250912 ... 830.74 833.38 AU
108 108 AU2511 20250912 ... 832.94 834.64 AU
109 109 AU2512 20250912 ... 833.42 835.48 AU
110 110 AU2602 20250912 ... 835.4 838.02 AU
111 111 AU2604 20250912 ... 837.78 839.8 AU
112 112 AU2606 20250912 ... 840.26 842.34 AU
113 113 AU2608 20250912 ... 842.2 844.48 AU
114 114 AG2509 20250912 ... 9865 9785 AG
115 115 AG2510 20250912 ... 9930 9804 AG
116 116 AG2511 20250912 ... 9944 9815 AG
117 117 AG2512 20250912 ... 9963 9824 AG
118 118 AG2601 20250912 ... 9965 9837 AG
119 119 AG2602 20250912 ... 9975 9848 AG
120 120 AG2603 20250912 ... 10002 9860 AG
121 121 AG2604 20250912 ... 10007 9875 AG
122 122 AG2605 20250912 ... 10035 9893 AG
123 123 AG2606 20250912 ... 10038 9906 AG
124 124 AG2607 20250912 ... 10051 9922 AG
125 125 AG2608 20250912 ... 10068 9938 AG
126 126 RB2509 20250912 ... 2941 2941 RB
127 127 RB2510 20250912 ... 3017 3013 RB
128 128 RB2511 20250912 ... 3035 3034 RB
129 129 RB2512 20250912 ... 3089 3081 RB
130 130 RB2601 20250912 ... 3107 3101 RB
131 131 RB2602 20250912 ... 3112 3098 RB
132 132 RB2603 20250912 ... 3122 3112 RB
133 133 RB2604 20250912 ... 3148 3136 RB
134 134 RB2605 20250912 ... 3163 3150 RB
135 135 RB2606 20250912 ... 3180 3166 RB
136 136 RB2607 20250912 ... 3200 3179 RB
137 137 RB2608 20250912 ... 3207 3192 RB
138 138 WR2509 20250912 ... 3342 3342 WR
139 139 WR2510 20250912 ... 3276 3282 WR
140 140 WR2511 20250912 ... 3302 3302 WR
141 141 WR2512 20250912 ... 3324 3324 WR
142 142 WR2601 20250912 ... 3366 3377 WR
143 143 WR2602 20250912 ... 3358 3358 WR
144 144 WR2603 20250912 ... 3338 3338 WR
145 145 WR2604 20250912 ... 3389 3389 WR
146 146 WR2605 20250912 ... 3414 3414 WR
147 147 WR2606 20250912 ... 3372 3372 WR
148 148 WR2607 20250912 ... 3390 3390 WR
149 149 WR2608 20250912 ... 3399 3410 WR
150 150 HC2509 20250912 ... 3396 3396 HC
151 151 HC2510 20250912 ... 3374 3379 HC
152 152 HC2511 20250912 ... 3361 3365 HC
153 153 HC2512 20250912 ... 3360 3354 HC
154 154 HC2601 20250912 ... 3341 3342 HC
155 155 HC2602 20250912 ... 3338 3339 HC
156 156 HC2603 20250912 ... 3343 3344 HC
157 157 HC2604 20250912 ... 3346 3346 HC
158 158 HC2605 20250912 ... 3345 3347 HC
159 159 HC2606 20250912 ... 3341 3354 HC
160 160 HC2607 20250912 ... 3356 3357 HC
161 161 HC2608 20250912 ... 3351 3358 HC
162 162 SS2509 20250912 ... 12800 12800 SS
163 163 SS2510 20250912 ... 12830 12810 SS
164 164 SS2511 20250912 ... 12915 12895 SS
165 165 SS2512 20250912 ... 12955 12930 SS
166 166 SS2601 20250912 ... 13010 12990 SS
167 167 SS2602 20250912 ... 13015 13030 SS
168 168 SS2603 20250912 ... 13130 13110 SS
169 169 SS2604 20250912 ... 13140 13175 SS
170 170 SS2605 20250912 ... 13290 13245 SS
171 171 SS2606 20250912 ... 13305 13305 SS
172 172 SS2607 20250912 ... 13370 13370 SS
173 173 SS2608 20250912 ... 13430 13400 SS
174 174 SC2510 20250912 ... 479.2 488.7 SC
175 175 SC2511 20250912 ... 480.5 489.4 SC
176 176 SC2512 20250912 ... 479.5 488.1 SC
177 177 SC2601 20250912 ... 479 487.1 SC
178 178 SC2602 20250912 ... 478.4 486 SC
179 179 SC2603 20250912 ... 477.8 484.7 SC
180 180 SC2604 20250912 ... 477.4 484.5 SC
181 181 SC2605 20250912 ... 477.3 483.3 SC
182 182 SC2606 20250912 ... 476.6 484.5 SC
183 183 SC2607 20250912 ... 475.9 483.7 SC
184 184 SC2608 20250912 ... 474.7 482 SC
185 185 SC2609 20250912 ... 473 480.8 SC
186 186 SC2612 20250912 ... 472.6 477.9 SC
187 187 SC2703 20250912 ... 469.2 472.1 SC
188 188 SC2706 20250912 ... 470 471.5 SC
189 189 SC2709 20250912 ... 470 471.3 SC
190 190 SC2712 20250912 ... 466.6 469 SC
191 191 SC2803 20250912 ... 468.2 468.2 SC
192 192 SC2806 20250912 ... 462.8 466.7 SC
193 193 SC2809 20250912 ... 462 462 SC
194 194 LU2510 20250912 ... 3261 3343 LU
195 195 LU2511 20250912 ... 3288 3370 LU
196 196 LU2512 20250912 ... 3276 3362 LU
197 197 LU2601 20250912 ... 3285 3358 LU
198 198 LU2602 20250912 ... 3283 3338 LU
199 199 LU2603 20250912 ... 3276 3334 LU
200 200 LU2604 20250912 ... 3257 3339 LU
201 201 LU2605 20250912 ... 3274 3323 LU
202 202 LU2606 20250912 ... 3271 3316 LU
203 203 LU2607 20250912 ... 3265 3321 LU
204 204 LU2608 20250912 ... 3261 3316 LU
205 205 LU2609 20250912 ... 3260 3314 LU
206 206 FU2510 20250912 ... 2776 2833 FU
207 207 FU2511 20250912 ... 2768 2824 FU
208 208 FU2512 20250912 ... 2745 2803 FU
209 209 FU2601 20250912 ... 2733 2793 FU
210 210 FU2602 20250912 ... 2718 2777 FU
211 211 FU2603 20250912 ... 2714 2766 FU
212 212 FU2604 20250912 ... 2712 2759 FU
213 213 FU2605 20250912 ... 2698 2749 FU
214 214 FU2606 20250912 ... 2694 2741 FU
215 215 FU2607 20250912 ... 2687 2727 FU
216 216 FU2608 20250912 ... 2681 2722 FU
217 217 FU2609 20250912 ... 2664 2700 FU
218 218 BU2509 20250912 ... 3423 3423 BU
219 219 BU2510 20250912 ... 3421 3470 BU
220 220 BU2511 20250912 ... 3403 3459 BU
221 221 BU2512 20250912 ... 3359 3411 BU
222 222 BU2601 20250912 ... 3338 3385 BU
223 223 BU2602 20250912 ... 3336 3382 BU
224 224 BU2603 20250912 ... 3340 3388 BU
225 225 BU2604 20250912 ... 3308 3382 BU
226 226 BU2605 20250912 ... 3334 3388 BU
227 227 BU2606 20250912 ... 3329 3379 BU
228 228 BU2607 20250912 ... 3339 3381 BU
229 229 BU2608 20250912 ... 3320 3359 BU
230 230 BU2609 20250912 ... 3322 3372 BU
231 231 BU2612 20250912 ... 3281 3325 BU
232 232 BU2703 20250912 ... 3289 3327 BU
233 233 BU2706 20250912 ... 3292 3331 BU
234 234 BR2509 20250912 ... 11675 11850 BR
235 235 BR2510 20250912 ... 11575 11665 BR
236 236 BR2511 20250912 ... 11545 11630 BR
237 237 BR2512 20250912 ... 11525 11615 BR
238 238 BR2601 20250912 ... 11540 11630 BR
239 239 BR2602 20250912 ... 11685 11735 BR
240 240 BR2603 20250912 ... 11570 11665 BR
241 241 BR2604 20250912 ... 11615 11680 BR
242 242 BR2605 20250912 ... 11640 11700 BR
243 243 BR2606 20250912 ... 11715 11715 BR
244 244 BR2607 20250912 ... 11715 11780 BR
245 245 BR2608 20250912 ... 11705 11915 BR
246 246 RU2509 20250912 ... 14835 14825 RU
247 247 RU2510 20250912 ... 14910 14955 RU
248 248 RU2511 20250912 ... 14880 14940 RU
249 249 RU2601 20250912 ... 15810 15880 RU
250 250 RU2603 20250912 ... 15790 15880 RU
251 251 RU2604 20250912 ... 15770 15895 RU
252 252 RU2605 20250912 ... 15835 15910 RU
253 253 RU2606 20250912 ... 15925 15925 RU
254 254 RU2607 20250912 ... 15865 15980 RU
255 255 RU2608 20250912 ... 15970 15970 RU
256 256 NR2509 20250912 ... 12645 12645 NR
257 257 NR2510 20250912 ... 12495 12550 NR
258 258 NR2511 20250912 ... 12545 12600 NR
259 259 NR2512 20250912 ... 12590 12640 NR
260 260 NR2601 20250912 ... 12615 12685 NR
261 261 NR2602 20250912 ... 12645 12685 NR
262 262 NR2603 20250912 ... 12630 12685 NR
263 263 NR2604 20250912 ... 12675 12730 NR
264 264 NR2605 20250912 ... 12695 12745 NR
265 265 NR2606 20250912 ... 12580 12700 NR
266 266 NR2607 20250912 ... 12640 12715 NR
267 267 NR2608 20250912 ... 12685 12760 NR
268 268 SP2509 20250912 ... 4926 4948 SP
269 269 SP2510 20250912 ... 4964 4974 SP
270 270 SP2511 20250912 ... 4988 4994 SP
271 271 SP2512 20250912 ... 5004 5014 SP
272 272 SP2601 20250912 ... 5276 5280 SP
273 273 SP2602 20250912 ... 5262 5276 SP
274 274 SP2603 20250912 ... 5272 5280 SP
275 275 SP2604 20250912 ... 5278 5278 SP
276 276 SP2605 20250912 ... 5290 5294 SP
277 277 SP2606 20250912 ... 5290 5290 SP
278 278 SP2607 20250912 ... 5294 5286 SP
279 279 SP2608 20250912 ... 5296 5292 SP
280 280 OP2601 20250912 ... 4220 4254 OP
281 281 OP2602 20250912 ... 4202 4246 OP
282 282 OP2603 20250912 ... 4228 4274 OP
283 283 OP2604 20250912 ... 4250 4282 OP
284 284 OP2605 20250912 ... 4248 4278 OP
285 285 OP2606 20250912 ... 4222 4250 OP
286 286 OP2607 20250912 ... 4256 4270 OP
287 287 OP2608 20250912 ... 4250 4278 OP
288 288 EC2510 20250912 ... 1181.6 1222 EC
289 289 EC2512 20250912 ... 1594.5 1633.3 EC
290 290 EC2602 20250912 ... 1490.3 1509.2 EC
291 291 EC2604 20250912 ... 1235.6 1245.9 EC
292 292 EC2606 20250912 ... 1412.9 1429.4 EC
293 293 EC2608 20250912 ... 1580.3 1605.4 EC
294 295 SC_TAS2510 20250912 ... SC_TAS
295 296 SC_TAS2511 20250912 ... SC_TAS
296 297 SC_TAS2512 20250912 ... SC_TAS
297 298 SC_TAS2601 20250912 ... SC_TAS
[298 rows x 13 columns]
2025-09-12 18:28:51,194 - future_1d - INFO - ak.get_shfe_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 PS2509 20250912 0.0 ... 52925.0 55575.0 PS
1 PS2510 20250912 53950.0 ... 53935.0 53135.0 PS
2 PS2511 20250912 53520.0 ... 53730.0 53035.0 PS
3 PS2512 20250912 56000.0 ... 56225.0 55530.0 PS
4 PS2601 20250912 56020.0 ... 56110.0 55465.0 PS
5 PS2602 20250912 55975.0 ... 56305.0 55735.0 PS
6 PS2603 20250912 56060.0 ... 56265.0 55715.0 PS
7 PS2604 20250912 56265.0 ... 56410.0 55800.0 PS
8 PS2605 20250912 56275.0 ... 56225.0 55650.0 PS
9 PS2606 20250912 57805.0 ... 58330.0 57725.0 PS
10 PS2607 20250912 58145.0 ... 58370.0 57855.0 PS
11 PS2608 20250912 57985.0 ... 58405.0 57850.0 PS
13 SI2509 20250912 0.0 ... 8405.0 8685.0 SI
14 SI2510 20250912 8655.0 ... 8705.0 8685.0 SI
15 SI2511 20250912 8710.0 ... 8725.0 8690.0 SI
16 SI2512 20250912 9090.0 ... 9090.0 9040.0 SI
17 SI2601 20250912 9055.0 ... 9080.0 9035.0 SI
18 SI2602 20250912 9080.0 ... 9080.0 9030.0 SI
19 SI2603 20250912 9125.0 ... 9100.0 9065.0 SI
20 SI2604 20250912 9085.0 ... 9095.0 9030.0 SI
21 SI2605 20250912 9075.0 ... 9105.0 9055.0 SI
22 SI2606 20250912 9110.0 ... 9105.0 9070.0 SI
23 SI2607 20250912 9130.0 ... 9110.0 9070.0 SI
24 SI2608 20250912 9170.0 ... 9115.0 9085.0 SI
27 LC2509 20250912 71140.0 ... 74700.0 70800.0 LC
28 LC2510 20250912 70160.0 ... 70900.0 70580.0 LC
29 LC2511 20250912 70540.0 ... 71040.0 70660.0 LC
30 LC2512 20250912 70980.0 ... 71240.0 70960.0 LC
31 LC2601 20250912 70660.0 ... 71200.0 70920.0 LC
32 LC2602 20250912 70640.0 ... 71240.0 70860.0 LC
33 LC2603 20250912 70660.0 ... 71120.0 70780.0 LC
34 LC2604 20250912 70980.0 ... 71680.0 71740.0 LC
35 LC2605 20250912 71600.0 ... 71620.0 71380.0 LC
36 LC2606 20250912 71420.0 ... 71520.0 71240.0 LC
37 LC2607 20250912 71200.0 ... 71420.0 71100.0 LC
38 LC2608 20250912 71200.0 ... 71380.0 71040.0 LC
[36 rows x 12 columns]
2025-09-12 18:28:51,462 - future_1d - INFO - ak.get_gfex_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 SC2510 20250912 483 ... 479.2 488.7 SC
1 SC2511 20250912 485 ... 480.5 489.4 SC
2 SC2512 20250912 484.7 ... 479.5 488.1 SC
3 SC2601 20250912 483.9 ... 479 487.1 SC
4 SC2602 20250912 479.8 ... 478.4 486 SC
5 SC2603 20250912 481.2 ... 477.8 484.7 SC
6 SC2604 20250912 478.1 ... 477.4 484.5 SC
7 SC2605 20250912 476.9 ... 477.3 483.3 SC
8 SC2606 20250912 480 ... 476.6 484.5 SC
9 SC2607 20250912 477 ... 475.9 483.7 SC
10 SC2608 20250912 474.5 ... 474.7 482 SC
11 SC2609 20250912 474.5 ... 473 480.8 SC
12 SC2612 20250912 473.8 ... 472.6 477.9 SC
13 SC2703 20250912 469.1 ... 469.2 472.1 SC
14 SC2706 20250912 ... 470 471.5 SC
15 SC2709 20250912 ... 470 471.3 SC
16 SC2712 20250912 467 ... 466.6 469 SC
17 SC2803 20250912 ... 468.2 468.2 SC
18 SC2806 20250912 461.5 ... 462.8 466.7 SC
19 SC2809 20250912 ... 462 462 SC
21 LU2510 20250912 3300 ... 3261 3343 LU
22 LU2511 20250912 3328 ... 3288 3370 LU
23 LU2512 20250912 3329 ... 3276 3362 LU
24 LU2601 20250912 3332 ... 3285 3358 LU
25 LU2602 20250912 3332 ... 3283 3338 LU
26 LU2603 20250912 3292 ... 3276 3334 LU
27 LU2604 20250912 3058 ... 3257 3339 LU
28 LU2605 20250912 3285 ... 3274 3323 LU
29 LU2606 20250912 3280 ... 3271 3316 LU
30 LU2607 20250912 3301 ... 3265 3321 LU
31 LU2608 20250912 3274 ... 3261 3316 LU
32 LU2609 20250912 3277 ... 3260 3314 LU
34 NR2509 20250912 ... 12645 12645 NR
35 NR2510 20250912 12565 ... 12495 12550 NR
36 NR2511 20250912 12645 ... 12545 12600 NR
37 NR2512 20250912 12700 ... 12590 12640 NR
38 NR2601 20250912 12690 ... 12615 12685 NR
39 NR2602 20250912 12710 ... 12645 12685 NR
40 NR2603 20250912 12725 ... 12630 12685 NR
41 NR2604 20250912 12745 ... 12675 12730 NR
42 NR2605 20250912 12740 ... 12695 12745 NR
43 NR2606 20250912 12580 ... 12580 12700 NR
44 NR2607 20250912 12640 ... 12640 12715 NR
45 NR2608 20250912 12685 ... 12685 12760 NR
47 BC2509 20250912 70500 ... 70500 70500 BC
48 BC2510 20250912 71260 ... 71640 71180 BC
49 BC2511 20250912 71290 ... 71660 71150 BC
50 BC2512 20250912 72470 ... 71670 70790 BC
51 BC2601 20250912 ... 72000 71300 BC
52 BC2602 20250912 ... 71650 70900 BC
53 BC2603 20250912 ... 72000 71560 BC
54 BC2604 20250912 ... 71500 71200 BC
55 BC2605 20250912 ... 71350 71170 BC
56 BC2606 20250912 ... 71450 70710 BC
57 BC2607 20250912 ... 71560 70900 BC
58 BC2608 20250912 ... 71550 70800 BC
60 EC2510 20250912 1205.6 ... 1181.6 1222 EC
61 EC2512 20250912 1601 ... 1594.5 1633.3 EC
62 EC2602 20250912 1497.4 ... 1490.3 1509.2 EC
63 EC2604 20250912 1235.7 ... 1235.6 1245.9 EC
64 EC2606 20250912 1423.6 ... 1412.9 1429.4 EC
65 EC2608 20250912 1595.3 ... 1580.3 1605.4 EC
69 SC_TAS2510 20250912 ... SC_TAS
70 SC_TAS2511 20250912 ... SC_TAS
71 SC_TAS2512 20250912 ... SC_TAS
72 SC_TAS2601 20250912 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:28:51,536 - future_1d - INFO - ak.get_ine_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 a2509 20250912 0.0 ... 4081.00 4040.00 A
1 a2511 20250912 3947.0 ... 3956.00 3926.00 A
2 a2601 20250912 3946.0 ... 3956.00 3930.00 A
3 a2603 20250912 3954.0 ... 3963.00 3934.00 A
4 a2605 20250912 3996.0 ... 4002.00 3977.00 A
5 a2607 20250912 4000.0 ... 4006.00 3981.00 A
6 b2509 20250912 0.0 ... 3694.00 3681.00 B
7 b2510 20250912 3735.0 ... 3726.00 3702.00 B
8 b2511 20250912 3759.0 ... 3760.00 3726.00 B
9 b2512 20250912 3786.0 ... 3787.00 3761.00 B
10 b2601 20250912 3781.0 ... 3785.00 3761.00 B
11 b2602 20250912 3766.0 ... 3765.00 3744.00 B
12 b2603 20250912 3705.0 ... 3713.00 3705.00 B
13 b2604 20250912 3586.0 ... 3598.00 3584.00 B
14 b2605 20250912 3506.0 ... 3518.00 3500.00 B
15 b2606 20250912 3490.0 ... 3487.00 3467.00 B
16 b2607 20250912 3486.0 ... 3487.00 3467.00 B
17 b2608 20250912 3586.0 ... 3588.00 3566.00 B
18 bb2509 20250912 0.0 ... 144.15 144.15 BB
19 bb2511 20250912 142.2 ... 141.95 142.05 BB
20 bb2601 20250912 146.6 ... 146.80 146.80 BB
21 bb2603 20250912 0.0 ... 146.90 146.90 BB
22 bb2605 20250912 0.0 ... 141.90 141.90 BB
23 bb2607 20250912 0.0 ... 146.70 146.70 BB
24 bz2603 20250912 6015.0 ... 5989.00 6034.00 BZ
25 bz2604 20250912 5956.0 ... 5953.00 6011.00 BZ
26 bz2605 20250912 0.0 ... 6011.00 6011.00 BZ
27 bz2606 20250912 5953.0 ... 5953.00 6005.00 BZ
28 bz2607 20250912 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250912 5955.0 ... 5955.00 5969.00 BZ
30 c2509 20250912 0.0 ... 2256.00 2345.00 C
31 c2511 20250912 2203.0 ... 2199.00 2199.00 C
32 c2601 20250912 2171.0 ... 2169.00 2169.00 C
33 c2603 20250912 2187.0 ... 2185.00 2183.00 C
34 c2605 20250912 2239.0 ... 2238.00 2237.00 C
35 c2607 20250912 2257.0 ... 2255.00 2252.00 C
36 cs2509 20250912 0.0 ... 2487.00 2502.00 CS
37 cs2511 20250912 2475.0 ... 2476.00 2481.00 CS
38 cs2601 20250912 2494.0 ... 2493.00 2498.00 CS
39 cs2603 20250912 2503.0 ... 2502.00 2505.00 CS
40 cs2605 20250912 2583.0 ... 2584.00 2583.00 CS
41 cs2607 20250912 2590.0 ... 2588.00 2588.00 CS
42 eb2509 20250912 0.0 ... 6962.00 6962.00 EB
43 eb2510 20250912 7033.0 ... 7027.00 7083.00 EB
44 eb2511 20250912 7066.0 ... 7040.00 7093.00 EB
45 eb2512 20250912 7077.0 ... 7045.00 7098.00 EB
46 eb2601 20250912 7100.0 ... 7069.00 7119.00 EB
47 eb2602 20250912 7120.0 ... 7093.00 7138.00 EB
48 eb2603 20250912 7152.0 ... 7127.00 7172.00 EB
49 eb2604 20250912 7167.0 ... 7158.00 7195.00 EB
50 eb2605 20250912 7180.0 ... 7177.00 7211.00 EB
51 eb2606 20250912 7163.0 ... 7169.00 7214.00 EB
52 eb2607 20250912 0.0 ... 7185.00 7185.00 EB
53 eb2608 20250912 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250912 0.0 ... 4408.00 4408.00 EG
55 eg2510 20250912 4300.0 ... 4308.00 4326.00 EG
56 eg2511 20250912 4283.0 ... 4270.00 4301.00 EG
57 eg2512 20250912 4285.0 ... 4269.00 4306.00 EG
58 eg2601 20250912 4299.0 ... 4279.00 4306.00 EG
59 eg2602 20250912 4286.0 ... 4286.00 4308.00 EG
60 eg2603 20250912 4290.0 ... 4288.00 4311.00 EG
61 eg2604 20250912 4319.0 ... 4313.00 4337.00 EG
62 eg2605 20250912 4336.0 ... 4326.00 4348.00 EG
63 eg2606 20250912 4328.0 ... 4333.00 4357.00 EG
64 eg2607 20250912 0.0 ... 4358.00 4358.00 EG
65 eg2608 20250912 0.0 ... 4402.00 4402.00 EG
66 fb2509 20250912 0.0 ... 1342.50 1342.50 FB
67 fb2510 20250912 1272.5 ... 1268.50 1272.50 FB
68 fb2511 20250912 1261.0 ... 1261.50 1263.00 FB
69 fb2512 20250912 1256.0 ... 1258.50 1259.00 FB
70 fb2601 20250912 1249.0 ... 1253.50 1250.50 FB
71 fb2602 20250912 1245.0 ... 1247.00 1243.00 FB
72 fb2603 20250912 1249.5 ... 1249.00 1246.50 FB
73 fb2604 20250912 1254.5 ... 1254.50 1250.00 FB
74 fb2605 20250912 0.0 ... 1318.50 1318.50 FB
75 fb2606 20250912 0.0 ... 1330.00 1330.00 FB
76 fb2607 20250912 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250912 0.0 ... 1296.00 1296.00 FB
78 i2509 20250912 800.0 ... 806.00 845.50 I
79 i2510 20250912 815.0 ... 817.50 819.50 I
80 i2511 20250912 808.5 ... 811.00 814.00 I
81 i2512 20250912 803.5 ... 805.50 809.50 I
82 i2601 20250912 797.5 ... 798.50 800.00 I
83 i2602 20250912 791.5 ... 793.50 794.00 I
84 i2603 20250912 786.5 ... 788.00 789.00 I
85 i2604 20250912 783.0 ... 783.50 784.00 I
86 i2605 20250912 774.0 ... 776.50 777.00 I
87 i2606 20250912 769.0 ... 771.00 771.50 I
88 i2607 20250912 763.5 ... 766.50 766.50 I
89 i2608 20250912 760.0 ... 761.50 762.50 I
90 j2509 20250912 1502.0 ... 1500.00 1512.50 J
91 j2510 20250912 1517.0 ... 1521.50 1514.50 J
92 j2511 20250912 1561.5 ... 1550.00 1550.50 J
93 j2512 20250912 1583.5 ... 1595.50 1582.00 J
94 j2601 20250912 1622.0 ... 1614.00 1618.50 J
95 j2602 20250912 1644.0 ... 1637.50 1638.50 J
96 j2603 20250912 0.0 ... 1658.00 1658.00 J
97 j2604 20250912 0.0 ... 1728.00 1728.00 J
98 j2605 20250912 1768.5 ... 1749.50 1748.50 J
99 j2606 20250912 1758.0 ... 1758.00 1750.50 J
100 j2607 20250912 1763.5 ... 1763.50 1763.50 J
101 j2608 20250912 0.0 ... 1763.00 1763.00 J
102 jd2509 20250912 3100.0 ... 3201.00 3083.00 JD
103 jd2510 20250912 3052.0 ... 3038.00 3036.00 JD
104 jd2511 20250912 3044.0 ... 3048.00 3039.00 JD
105 jd2512 20250912 3180.0 ... 3175.00 3170.00 JD
106 jd2601 20250912 3349.0 ... 3352.00 3350.00 JD
107 jd2602 20250912 3111.0 ... 3103.00 3110.00 JD
108 jd2603 20250912 3124.0 ... 3116.00 3124.00 JD
109 jd2604 20250912 3322.0 ... 3298.00 3318.00 JD
110 jd2605 20250912 3465.0 ... 3429.00 3460.00 JD
111 jd2606 20250912 3273.0 ... 3251.00 3269.00 JD
112 jd2607 20250912 3496.0 ... 3482.00 3491.00 JD
113 jd2608 20250912 3920.0 ... 3919.00 3913.00 JD
114 jm2509 20250912 1031.0 ... 958.00 977.50 JM
115 jm2510 20250912 975.0 ... 979.00 966.00 JM
116 jm2511 20250912 1027.0 ... 1031.00 1022.50 JM
117 jm2512 20250912 1083.5 ... 1085.00 1080.50 JM
118 jm2601 20250912 1140.0 ... 1137.50 1134.50 JM
119 jm2602 20250912 1166.0 ... 1164.00 1161.00 JM
120 jm2603 20250912 1188.5 ... 1183.50 1181.00 JM
121 jm2604 20250912 1206.0 ... 1202.50 1202.50 JM
122 jm2605 20250912 1227.0 ... 1220.50 1220.50 JM
123 jm2606 20250912 1236.0 ... 1235.00 1238.00 JM
124 jm2607 20250912 1247.0 ... 1246.00 1249.50 JM
125 jm2608 20250912 1257.5 ... 1255.00 1260.00 JM
126 l2509 20250912 7080.0 ... 7195.00 7135.00 L
127 l2510 20250912 7168.0 ... 7138.00 7194.00 L
128 l2511 20250912 7182.0 ... 7157.00 7206.00 L
129 l2512 20250912 7193.0 ... 7168.00 7213.00 L
130 l2601 20250912 7200.0 ... 7174.00 7216.00 L
131 l2602 20250912 7198.0 ... 7165.00 7210.00 L
132 l2603 20250912 7179.0 ... 7166.00 7227.00 L
133 l2604 20250912 7205.0 ... 7200.00 7237.00 L
134 l2605 20250912 7207.0 ... 7185.00 7225.00 L
135 l2606 20250912 0.0 ... 7228.00 7228.00 L
136 l2607 20250912 7205.0 ... 7202.00 7236.00 L
137 l2608 20250912 7226.0 ... 7221.00 7254.00 L
138 lg2509 20250912 760.5 ... 764.00 770.00 LG
139 lg2511 20250912 803.0 ... 800.00 804.50 LG
140 lg2601 20250912 819.0 ... 813.50 818.50 LG
141 lg2603 20250912 823.0 ... 820.00 824.50 LG
142 lg2605 20250912 829.0 ... 826.50 829.50 LG
143 lg2607 20250912 830.0 ... 829.00 832.50 LG
144 lh2509 20250912 0.0 ... 13090.00 13090.00 LH
145 lh2511 20250912 13320.0 ... 13310.00 13315.00 LH
146 lh2601 20250912 13750.0 ... 13725.00 13735.00 LH
147 lh2603 20250912 13000.0 ... 13030.00 13010.00 LH
148 lh2605 20250912 13535.0 ... 13555.00 13520.00 LH
149 lh2607 20250912 14295.0 ... 14310.00 14310.00 LH
150 m2509 20250912 0.0 ... 3023.00 3031.00 M
151 m2511 20250912 3062.0 ... 3057.00 3040.00 M
152 m2512 20250912 3104.0 ... 3102.00 3090.00 M
153 m2601 20250912 3090.0 ... 3087.00 3075.00 M
154 m2603 20250912 3011.0 ... 3010.00 2997.00 M
155 m2605 20250912 2810.0 ... 2815.00 2802.00 M
156 m2607 20250912 2790.0 ... 2792.00 2783.00 M
157 m2608 20250912 2916.0 ... 2916.00 2908.00 M
158 p2509 20250912 0.0 ... 9384.00 9446.00 P
159 p2510 20250912 9230.0 ... 9270.00 9222.00 P
160 p2511 20250912 9252.0 ... 9298.00 9236.00 P
161 p2512 20250912 9280.0 ... 9318.00 9264.00 P
162 p2601 20250912 9316.0 ... 9342.00 9274.00 P
163 p2602 20250912 9272.0 ... 9288.00 9222.00 P
164 p2603 20250912 9234.0 ... 9262.00 9212.00 P
165 p2604 20250912 9198.0 ... 9204.00 9156.00 P
166 p2605 20250912 9102.0 ... 9106.00 9062.00 P
167 p2606 20250912 9024.0 ... 9030.00 8968.00 P
168 p2607 20250912 8928.0 ... 8932.00 8868.00 P
169 p2608 20250912 8862.0 ... 8872.00 8800.00 P
170 pg2509 20250912 3750.0 ... 3750.00 3780.00 PG
171 pg2510 20250912 4454.0 ... 4446.00 4453.00 PG
172 pg2511 20250912 4410.0 ... 4401.00 4410.00 PG
173 pg2512 20250912 4350.0 ... 4340.00 4352.00 PG
174 pg2601 20250912 4287.0 ... 4278.00 4289.00 PG
175 pg2602 20250912 4219.0 ... 4211.00 4219.00 PG
176 pg2603 20250912 4112.0 ... 4122.00 4132.00 PG
177 pg2604 20250912 0.0 ... 4467.00 4467.00 PG
178 pg2605 20250912 4381.0 ... 4383.00 4389.00 PG
179 pg2606 20250912 0.0 ... 4305.00 4305.00 PG
180 pg2607 20250912 0.0 ... 4251.00 4251.00 PG
181 pg2608 20250912 0.0 ... 4187.00 4187.00 PG
182 pp2509 20250912 6796.0 ... 6855.00 6828.00 PP
183 pp2510 20250912 6833.0 ... 6818.00 6852.00 PP
184 pp2511 20250912 6875.0 ... 6852.00 6886.00 PP
185 pp2512 20250912 6901.0 ... 6884.00 6919.00 PP
186 pp2601 20250912 6931.0 ... 6910.00 6943.00 PP
187 pp2602 20250912 6916.0 ... 6891.00 6926.00 PP
188 pp2603 20250912 6886.0 ... 6880.00 6912.00 PP
189 pp2604 20250912 6916.0 ... 6908.00 6937.00 PP
190 pp2605 20250912 6949.0 ... 6932.00 6966.00 PP
191 pp2606 20250912 6914.0 ... 6903.00 6943.00 PP
192 pp2607 20250912 6890.0 ... 6887.00 6915.00 PP
193 pp2608 20250912 6900.0 ... 6892.00 6917.00 PP
194 rr2509 20250912 0.0 ... 3617.00 3620.00 RR
195 rr2510 20250912 3585.0 ... 3591.00 3596.00 RR
196 rr2511 20250912 3595.0 ... 3599.00 3603.00 RR
197 rr2512 20250912 3604.0 ... 3602.00 3605.00 RR
198 rr2601 20250912 3615.0 ... 3614.00 3615.00 RR
199 rr2602 20250912 3601.0 ... 3601.00 3605.00 RR
200 rr2603 20250912 3608.0 ... 3608.00 3607.00 RR
201 rr2604 20250912 0.0 ... 3617.00 3617.00 RR
202 rr2605 20250912 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250912 0.0 ... 3604.00 3604.00 RR
204 rr2607 20250912 0.0 ... 3625.00 3625.00 RR
205 rr2608 20250912 0.0 ... 3614.00 3614.00 RR
206 v2509 20250912 4718.0 ... 4720.00 4708.00 V
207 v2510 20250912 4785.0 ... 4763.00 4757.00 V
208 v2511 20250912 4807.0 ... 4794.00 4788.00 V
209 v2512 20250912 4848.0 ... 4829.00 4830.00 V
210 v2601 20250912 4886.0 ... 4871.00 4864.00 V
211 v2602 20250912 4921.0 ... 4914.00 4904.00 V
212 v2603 20250912 4953.0 ... 4950.00 4930.00 V
213 v2604 20250912 5132.0 ... 5135.00 5126.00 V
214 v2605 20250912 5170.0 ... 5172.00 5166.00 V
215 v2606 20250912 5194.0 ... 5196.00 5197.00 V
216 v2607 20250912 5245.0 ... 5236.00 5222.00 V
217 v2608 20250912 5268.0 ... 5265.00 5266.00 V
218 y2509 20250912 0.0 ... 8398.00 8268.00 Y
219 y2511 20250912 8370.0 ... 8368.00 8326.00 Y
220 y2512 20250912 8378.0 ... 8386.00 8338.00 Y
221 y2601 20250912 8340.0 ... 8336.00 8292.00 Y
222 y2603 20250912 8248.0 ... 8252.00 8214.00 Y
223 y2605 20250912 8010.0 ... 8030.00 7986.00 Y
224 y2607 20250912 7992.0 ... 8000.00 7948.00 Y
225 y2608 20250912 8002.0 ... 7984.00 7948.00 Y
[226 rows x 12 columns]
2025-09-12 18:28:52,141 - future_1d - INFO - ak.get_dce_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 IC2509 20250912 7109.800 ... 7152.400 7097.800 IC
1 IC2510 20250912 7063.000 ... 7100.000 7044.000 IC
2 IC2512 20250912 6955.000 ... 7000.400 6934.800 IC
3 IC2603 20250912 6815.000 ... 6849.400 6789.600 IC
4 IF2509 20250912 4557.000 ... 4525.800 4542.800 IF
5 IF2510 20250912 4564.000 ... 4517.600 4534.400 IF
6 IF2512 20250912 4530.000 ... 4499.200 4511.800 IF
7 IF2603 20250912 4518.000 ... 4478.800 4491.200 IF
8 IH2509 20250912 2988.600 ... 2969.800 2981.400 IH
9 IH2510 20250912 2989.200 ... 2969.800 2979.800 IH
10 IH2512 20250912 2989.000 ... 2971.200 2980.000 IH
11 IH2603 20250912 2992.000 ... 2974.000 2982.400 IH
12 IM2509 20250912 7387.000 ... 7400.800 7365.600 IM
13 IM2510 20250912 7336.000 ... 7333.600 7297.800 IM
14 IM2512 20250912 7180.200 ... 7186.400 7153.600 IM
15 IM2603 20250912 7000.000 ... 6985.200 6965.600 IM
16 T2509 20250912 NaN ... 107.870 107.835 T
17 T2512 20250912 107.595 ... 107.680 107.645 T
18 T2603 20250912 107.310 ... 107.385 107.335 T
19 TF2509 20250912 105.770 ... 105.760 105.660 TF
20 TF2512 20250912 105.570 ... 105.580 105.590 TF
21 TF2603 20250912 105.520 ... 105.470 105.485 TF
22 TL2509 20250912 115.550 ... 115.550 115.180 TL
23 TL2512 20250912 114.790 ... 115.160 114.830 TL
24 TL2603 20250912 114.390 ... 114.850 114.500 TL
25 TS2509 20250912 NaN ... 102.310 102.352 TS
26 TS2512 20250912 102.410 ... 102.364 102.406 TS
27 TS2603 20250912 102.334 ... 102.294 102.330 TS
[28 rows x 12 columns]
2025-09-12 18:28:52,360 - future_1d - INFO - ak.get_cffex_daily('2025-09-12') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250912 8350.0 8438.0 ... 111999.83 8382.0 8293.0 AP
1 AP511 20250912 8140.0 8248.0 ... 8691.41 8199.0 8116.0 AP
2 AP512 20250912 8149.0 8258.0 ... 641.01 8218.0 8131.0 AP
3 AP601 20250912 8277.0 8333.0 ... 548026.71 8287.0 8214.0 AP
4 AP603 20250912 8133.0 8215.0 ... 237.41 8186.0 8124.0 AP
5 AP604 20250912 8180.0 8229.0 ... 188.73 8206.0 8142.0 AP
6 AP605 20250912 8245.0 8300.0 ... 2431.21 8269.0 8227.0 AP
7 CF509 20250912 13370.0 13385.0 ... 8720.58 13375.0 13345.0 CF
8 CF511 20250912 13655.0 13730.0 ... 201420.59 13675.0 13665.0 CF
9 CF601 20250912 13800.0 13880.0 ... 1114023.33 13830.0 13830.0 CF
10 CF603 20250912 13780.0 13835.0 ... 1800.24 13795.0 13800.0 CF
11 CF605 20250912 13795.0 13845.0 ... 111902.58 13795.0 13795.0 CF
12 CF607 20250912 13795.0 13860.0 ... 649.87 13825.0 13815.0 CF
13 CJ509 20250912 0.0 0.0 ... 24.91 9965.0 9965.0 CJ
14 CJ512 20250912 11135.0 11190.0 ... 3810.44 11125.0 11100.0 CJ
15 CJ601 20250912 11195.0 11270.0 ... 529644.44 11190.0 11185.0 CJ
16 CJ603 20250912 11200.0 11305.0 ... 6237.23 11230.0 11240.0 CJ
17 CJ605 20250912 11310.0 11400.0 ... 76766.43 11320.0 11315.0 CJ
18 CJ607 20250912 11450.0 11510.0 ... 1196.57 11450.0 11425.0 CJ
19 CY509 20250912 0.0 0.0 ... 292.56 20160.0 20180.0 CY
20 CY510 20250912 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250912 19850.0 19895.0 ... 108377.15 19855.0 19875.0 CY
22 CY512 20250912 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250912 19830.0 19885.0 ... 873.75 19860.0 19890.0 CY
24 CY602 20250912 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250912 0.0 0.0 ... 0.00 20145.0 20240.0 CY
26 CY604 20250912 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250912 20060.0 20060.0 ... 20.06 20055.0 20080.0 CY
28 CY606 20250912 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250912 0.0 0.0 ... 0.00 20300.0 20335.0 CY
30 CY608 20250912 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG509 20250912 979.0 1000.0 ... 680.51 978.0 990.0 FG
32 FG510 20250912 1100.0 1100.0 ... 54819.85 1080.0 1107.0 FG
33 FG511 20250912 1095.0 1095.0 ... 157198.32 1080.0 1095.0 FG
34 FG512 20250912 1187.0 1190.0 ... 58644.37 1181.0 1192.0 FG
35 FG601 20250912 1182.0 1186.0 ... 4230988.70 1175.0 1186.0 FG
36 FG602 20250912 1235.0 1235.0 ... 31425.24 1226.0 1235.0 FG
37 FG603 20250912 1235.0 1237.0 ... 1061.16 1228.0 1239.0 FG
38 FG604 20250912 1279.0 1287.0 ... 506.64 1279.0 1287.0 FG
39 FG605 20250912 1279.0 1286.0 ... 79931.70 1275.0 1281.0 FG
40 FG606 20250912 1308.0 1320.0 ... 588.93 1309.0 1315.0 FG
41 FG607 20250912 1298.0 1308.0 ... 584.69 1299.0 1305.0 FG
42 FG608 20250912 1330.0 1338.0 ... 765.30 1329.0 1333.0 FG
43 JR509 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250912 2249.0 2249.0 ... 2776.85 2234.0 2226.0 MA
53 MA510 20250912 2290.0 2290.0 ... 18051.99 2281.0 2299.0 MA
54 MA511 20250912 2318.0 2322.0 ... 171845.36 2313.0 2329.0 MA
55 MA512 20250912 2356.0 2363.0 ... 74857.91 2354.0 2372.0 MA
56 MA601 20250912 2380.0 2386.0 ... 961687.41 2378.0 2395.0 MA
57 MA602 20250912 2398.0 2403.0 ... 77549.24 2394.0 2412.0 MA
58 MA603 20250912 2401.0 2411.0 ... 252.24 2402.0 2417.0 MA
59 MA604 20250912 2403.0 2403.0 ... 2.40 2403.0 2408.0 MA
60 MA605 20250912 2386.0 2395.0 ... 65689.57 2386.0 2396.0 MA
61 MA606 20250912 0.0 0.0 ... 0.00 2394.0 2400.0 MA
62 MA607 20250912 2369.0 2385.0 ... 23.76 2376.0 2383.0 MA
63 MA608 20250912 2381.0 2381.0 ... 4.76 2380.0 2384.0 MA
64 OI509 20250912 0.0 0.0 ... 140.32 10023.0 10023.0 OI
65 OI511 20250912 10095.0 10161.0 ... 531493.02 10090.0 10015.0 OI
66 OI601 20250912 9894.0 9967.0 ... 2920257.58 9904.0 9839.0 OI
67 OI603 20250912 9706.0 9768.0 ... 2784.04 9700.0 9671.0 OI
68 OI605 20250912 9540.0 9595.0 ... 94328.75 9523.0 9510.0 OI
69 OI607 20250912 9486.0 9538.0 ... 843.84 9481.0 9456.0 OI
70 PF509 20250912 0.0 0.0 ... 3.12 6232.0 6272.0 PF
71 PF510 20250912 6352.0 6360.0 ... 21081.39 6330.0 6374.0 PF
72 PF511 20250912 6342.0 6356.0 ... 394490.02 6324.0 6366.0 PF
73 PF512 20250912 6328.0 6340.0 ... 100969.46 6308.0 6350.0 PF
74 PF601 20250912 6364.0 6376.0 ... 22261.90 6350.0 6388.0 PF
75 PF602 20250912 6378.0 6386.0 ... 35051.53 6364.0 6396.0 PF
76 PF603 20250912 6376.0 6376.0 ... 47.72 6364.0 6400.0 PF
77 PF604 20250912 6398.0 6430.0 ... 22.44 6410.0 6436.0 PF
78 PF605 20250912 6422.0 6434.0 ... 6.43 6428.0 6460.0 PF
79 PF606 20250912 0.0 0.0 ... 0.00 6456.0 6474.0 PF
80 PF607 20250912 6470.0 6470.0 ... 3.24 6470.0 6502.0 PF
81 PF608 20250912 0.0 0.0 ... 0.00 6504.0 6516.0 PF
82 PK510 20250912 7882.0 7890.0 ... 56147.36 7822.0 7876.0 PK
83 PK511 20250912 7786.0 7796.0 ... 431016.44 7766.0 7776.0 PK
84 PK512 20250912 7808.0 7812.0 ... 237242.34 7772.0 7800.0 PK
85 PK601 20250912 7820.0 7830.0 ... 47475.90 7812.0 7826.0 PK
86 PK603 20250912 7842.0 7846.0 ... 180.18 7834.0 7848.0 PK
87 PK604 20250912 7862.0 7862.0 ... 70.65 7850.0 7856.0 PK
88 PK605 20250912 7860.0 7870.0 ... 2360.20 7854.0 7852.0 PK
89 PL601 20250912 6400.0 6420.0 ... 40740.24 6382.0 6406.0 PL
90 PL602 20250912 6420.0 6440.0 ... 1231.91 6416.0 6441.0 PL
91 PL603 20250912 6436.0 6436.0 ... 64.33 6433.0 6440.0 PL
92 PL604 20250912 0.0 0.0 ... 0.00 6455.0 6455.0 PL
93 PL605 20250912 6343.0 6360.0 ... 25.41 6352.0 6374.0 PL
94 PL606 20250912 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250912 0.0 0.0 ... 0.00 6419.0 6450.0 PL
96 PL608 20250912 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250912 5748.0 5840.0 ... 1426.45 5764.0 5700.0 PR
104 PR510 20250912 5838.0 5838.0 ... 11725.99 5804.0 5834.0 PR
105 PR511 20250912 5832.0 5836.0 ... 389848.99 5798.0 5838.0 PR
106 PR512 20250912 5844.0 5844.0 ... 279238.88 5806.0 5848.0 PR
107 PR601 20250912 5854.0 5854.0 ... 107289.56 5808.0 5856.0 PR
108 PR602 20250912 5872.0 5878.0 ... 3816.83 5836.0 5872.0 PR
109 PR603 20250912 5838.0 5888.0 ... 219.52 5854.0 5892.0 PR
110 PR604 20250912 5862.0 5872.0 ... 158.15 5858.0 5912.0 PR
111 PR605 20250912 5866.0 5884.0 ... 114.47 5870.0 5920.0 PR
112 PR606 20250912 5920.0 5920.0 ... 8.88 5920.0 5946.0 PR
113 PR607 20250912 5954.0 5954.0 ... 53.30 5922.0 5968.0 PR
114 PR608 20250912 5956.0 5956.0 ... 53.28 5920.0 5962.0 PR
115 PX509 20250912 0.0 0.0 ... 0.00 6716.0 6782.0 PX
116 PX510 20250912 6740.0 6746.0 ... 8287.73 6708.0 6786.0 PX
117 PX511 20250912 6740.0 6748.0 ... 506357.78 6700.0 6766.0 PX
118 PX512 20250912 6722.0 6722.0 ... 165142.21 6672.0 6732.0 PX
119 PX601 20250912 6690.0 6700.0 ... 103834.02 6656.0 6708.0 PX
120 PX602 20250912 6674.0 6676.0 ... 14330.50 6644.0 6698.0 PX
121 PX603 20250912 6646.0 6646.0 ... 6.64 6640.0 6690.0 PX
122 PX604 20250912 0.0 0.0 ... 0.00 6668.0 6700.0 PX
123 PX605 20250912 6668.0 6668.0 ... 236.08 6650.0 6692.0 PX
124 PX606 20250912 0.0 0.0 ... 0.00 6668.0 6708.0 PX
125 PX607 20250912 6660.0 6660.0 ... 3.33 6660.0 6722.0 PX
126 PX608 20250912 6646.0 6646.0 ... 3.32 6646.0 6706.0 PX
127 RI509 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250912 2552.0 2573.0 ... 1706.25 2570.0 2544.0 RM
134 RM511 20250912 2555.0 2559.0 ... 23148.56 2545.0 2544.0 RM
135 RM601 20250912 2560.0 2572.0 ... 791030.41 2555.0 2554.0 RM
136 RM603 20250912 2446.0 2458.0 ... 12559.35 2441.0 2440.0 RM
137 RM605 20250912 2406.0 2427.0 ... 109443.88 2416.0 2411.0 RM
138 RM607 20250912 2400.0 2409.0 ... 6705.84 2398.0 2393.0 RM
139 RM608 20250912 2495.0 2502.0 ... 129.92 2498.0 2491.0 RM
140 RS509 20250912 0.0 0.0 ... 0.00 4869.0 4846.0 RS
141 RS511 20250912 5111.0 5208.0 ... 133.95 5152.0 5128.0 RS
142 RS607 20250912 5559.0 5565.0 ... 88.69 5543.0 5552.0 RS
143 RS608 20250912 5551.0 5584.0 ... 66.66 5555.0 5615.0 RS
144 SA509 20250912 1164.0 1170.0 ... 1821.23 1163.0 1159.0 SA
145 SA510 20250912 1199.0 1210.0 ... 48975.03 1200.0 1207.0 SA
146 SA511 20250912 1215.0 1224.0 ... 262167.28 1214.0 1217.0 SA
147 SA512 20250912 1276.0 1284.0 ... 137620.78 1274.0 1276.0 SA
148 SA601 20250912 1285.0 1295.0 ... 3266834.01 1286.0 1286.0 SA
149 SA602 20250912 1311.0 1324.0 ... 27666.38 1315.0 1312.0 SA
150 SA603 20250912 1319.0 1328.0 ... 2383.26 1318.0 1315.0 SA
151 SA604 20250912 1353.0 1366.0 ... 1053.44 1358.0 1348.0 SA
152 SA605 20250912 1361.0 1370.0 ... 98713.34 1361.0 1355.0 SA
153 SA606 20250912 1366.0 1380.0 ... 742.08 1369.0 1365.0 SA
154 SA607 20250912 1370.0 1383.0 ... 1193.32 1372.0 1369.0 SA
155 SA608 20250912 1389.0 1395.0 ... 997.41 1389.0 1389.0 SA
156 SF509 20250912 5440.0 5468.0 ... 2564.71 5444.0 5464.0 SF
157 SF510 20250912 5438.0 5500.0 ... 23123.76 5446.0 5472.0 SF
158 SF511 20250912 5626.0 5680.0 ... 469614.65 5620.0 5640.0 SF
159 SF512 20250912 5580.0 5634.0 ... 95884.40 5576.0 5596.0 SF
160 SF601 20250912 5580.0 5634.0 ... 152167.99 5584.0 5600.0 SF
161 SF602 20250912 5544.0 5592.0 ... 20074.59 5542.0 5552.0 SF
162 SF603 20250912 5694.0 5700.0 ... 5.70 5698.0 5720.0 SF
163 SF604 20250912 5732.0 5732.0 ... 2.87 5732.0 5718.0 SF
164 SF605 20250912 5694.0 5740.0 ... 1678.73 5692.0 5702.0 SF
165 SF606 20250912 5652.0 5682.0 ... 42.41 5654.0 5672.0 SF
166 SF607 20250912 5810.0 5840.0 ... 5.83 5826.0 5828.0 SF
167 SF608 20250912 5738.0 5738.0 ... 2.87 5738.0 5752.0 SF
168 SH509 20250912 0.0 0.0 ... 0.00 2806.0 2828.0 SH
169 SH510 20250912 2555.0 2555.0 ... 68932.45 2533.0 2565.0 SH
170 SH511 20250912 2575.0 2577.0 ... 666535.61 2548.0 2576.0 SH
171 SH512 20250912 2599.0 2600.0 ... 254696.45 2573.0 2597.0 SH
172 SH601 20250912 2587.0 2589.0 ... 2613145.01 2567.0 2587.0 SH
173 SH602 20250912 2606.0 2607.0 ... 23829.74 2585.0 2604.0 SH
174 SH603 20250912 2618.0 2618.0 ... 2324.79 2600.0 2624.0 SH
175 SH604 20250912 2654.0 2657.0 ... 610.85 2644.0 2666.0 SH
176 SH605 20250912 2671.0 2671.0 ... 20446.09 2652.0 2675.0 SH
177 SH606 20250912 2664.0 2673.0 ... 175.52 2659.0 2689.0 SH
178 SH607 20250912 2662.0 2662.0 ... 71.66 2654.0 2675.0 SH
179 SH608 20250912 2678.0 2681.0 ... 192.49 2673.0 2687.0 SH
180 SM509 20250912 5726.0 5746.0 ... 8950.69 5712.0 5770.0 SM
181 SM510 20250912 5744.0 5792.0 ... 20478.70 5746.0 5774.0 SM
182 SM511 20250912 5838.0 5870.0 ... 225176.08 5820.0 5848.0 SM
183 SM512 20250912 5822.0 5876.0 ... 45049.26 5828.0 5854.0 SM
184 SM601 20250912 5834.0 5884.0 ... 422483.42 5836.0 5860.0 SM
185 SM602 20250912 5830.0 5880.0 ... 139122.44 5830.0 5864.0 SM
186 SM603 20250912 5852.0 5872.0 ... 64.42 5858.0 5880.0 SM
187 SM604 20250912 5866.0 5900.0 ... 8.82 5878.0 5884.0 SM
188 SM605 20250912 5864.0 5914.0 ... 7140.28 5866.0 5896.0 SM
189 SM606 20250912 5872.0 5910.0 ... 47.02 5878.0 5900.0 SM
190 SM607 20250912 5886.0 5922.0 ... 91.23 5886.0 5906.0 SM
191 SM608 20250912 5894.0 5904.0 ... 17.66 5886.0 5930.0 SM
192 SR509 20250912 5540.0 5550.0 ... 2103.75 5543.0 5526.0 SR
193 SR511 20250912 5559.0 5566.0 ... 117552.50 5550.0 5554.0 SR
194 SR601 20250912 5546.0 5555.0 ... 755516.30 5544.0 5542.0 SR
195 SR603 20250912 5537.0 5540.0 ... 2277.89 5529.0 5528.0 SR
196 SR605 20250912 5516.0 5528.0 ... 31146.38 5519.0 5516.0 SR
197 SR607 20250912 5519.0 5524.0 ... 1020.22 5515.0 5512.0 SR
198 TA509 20250912 4550.0 4550.0 ... 4327.35 4548.0 4602.0 TA
199 TA510 20250912 4632.0 4644.0 ... 39797.21 4616.0 4660.0 TA
200 TA511 20250912 4654.0 4662.0 ... 262416.38 4628.0 4672.0 TA
201 TA512 20250912 4664.0 4670.0 ... 91703.94 4638.0 4682.0 TA
202 TA601 20250912 4670.0 4678.0 ... 1189506.27 4648.0 4688.0 TA
203 TA602 20250912 4686.0 4686.0 ... 18720.21 4658.0 4694.0 TA
204 TA603 20250912 4690.0 4690.0 ... 88.70 4668.0 4708.0 TA
205 TA604 20250912 4666.0 4680.0 ... 7.01 4672.0 4722.0 TA
206 TA605 20250912 4706.0 4710.0 ... 36190.24 4686.0 4720.0 TA
207 TA606 20250912 4690.0 4692.0 ... 7.04 4692.0 4734.0 TA
208 TA607 20250912 0.0 0.0 ... 0.00 4710.0 4744.0 TA
209 TA608 20250912 0.0 0.0 ... 0.00 4718.0 4768.0 TA
210 UR509 20250912 1583.0 1592.0 ... 4216.74 1578.0 1603.0 UR
211 UR510 20250912 1610.0 1610.0 ... 19797.98 1595.0 1620.0 UR
212 UR511 20250912 1654.0 1659.0 ... 51287.21 1650.0 1659.0 UR
213 UR512 20250912 1662.0 1670.0 ... 15384.16 1662.0 1666.0 UR
214 UR601 20250912 1665.0 1676.0 ... 415672.14 1667.0 1672.0 UR
215 UR602 20250912 1672.0 1678.0 ... 527.48 1669.0 1674.0 UR
216 UR603 20250912 1717.0 1719.0 ... 137.18 1715.0 1720.0 UR
217 UR604 20250912 1720.0 1720.0 ... 158.10 1718.0 1721.0 UR
218 UR605 20250912 1718.0 1724.0 ... 16513.17 1718.0 1721.0 UR
219 UR606 20250912 1719.0 1720.0 ... 230.07 1717.0 1718.0 UR
220 UR607 20250912 1746.0 1746.0 ... 34.90 1745.0 1747.0 UR
221 UR608 20250912 1737.0 1740.0 ... 10.43 1738.0 1742.0 UR
222 WH509 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:28:53,748 - future_1d - INFO - ak.get_czce_daily('2025-09-12') done
2025-09-12 18:29:08,310 - future_1d - INFO - save future_daily 2025-09-12 completed