=========================================================================
2025-10-17 16:25:36 Fri START TASK.01 future_1d future_daily
=========================================================================
2025-10-17 16:25:38,814 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 a2511 20251009 3930.0 ... 3960.0 3929.00 A
1 a2601 20251009 3910.0 ... 3948.0 3903.00 A
2 a2603 20251009 3915.0 ... 3947.0 3903.00 A
3 a2605 20251009 3960.0 ... 3977.0 3935.00 A
4 a2607 20251009 3942.0 ... 3973.0 3933.00 A
5 a2609 20251009 3944.0 ... 3973.0 3938.00 A
6 b2510 20251009 3630.0 ... 3648.0 3607.00 B
7 b2511 20251009 3632.0 ... 3633.0 3599.00 B
8 b2512 20251009 3639.0 ... 3647.0 3615.00 B
9 b2601 20251009 3651.0 ... 3647.0 3616.00 B
10 b2602 20251009 3642.0 ... 3655.0 3630.00 B
11 b2603 20251009 3617.0 ... 3621.0 3589.00 B
12 b2604 20251009 3517.0 ... 3521.0 3491.00 B
13 b2605 20251009 3437.0 ... 3450.0 3425.00 B
14 b2606 20251009 3420.0 ... 3423.0 3395.00 B
15 b2607 20251009 3425.0 ... 3427.0 3396.00 B
16 b2608 20251009 3515.0 ... 3520.0 3497.00 B
17 b2609 20251009 3531.0 ... 3553.0 3520.00 B
18 bb2511 20251009 141.9 ... 141.6 141.90 BB
19 bb2601 20251009 146.8 ... 147.0 146.90 BB
20 bb2603 20251009 147.3 ... 147.1 147.05 BB
21 bb2605 20251009 146.6 ... 146.8 141.70 BB
22 bb2607 20251009 0.0 ... 151.7 146.45 BB
23 bb2609 20251009 0.0 ... 151.7 146.45 BB
24 bz2603 20251009 5731.0 ... 5732.0 5801.00 BZ
25 bz2604 20251009 5705.0 ... 5696.0 5779.00 BZ
26 bz2605 20251009 5723.0 ... 5683.0 5808.00 BZ
27 bz2606 20251009 5685.0 ... 5672.0 5878.00 BZ
28 bz2607 20251009 5697.0 ... 5681.0 5874.00 BZ
29 bz2608 20251009 5657.0 ... 5657.0 5836.00 BZ
30 bz2609 20251009 0.0 ... 5874.0 5884.00 BZ
31 c2511 20251009 2120.0 ... 2136.0 2147.00 C
32 c2601 20251009 2118.0 ... 2122.0 2128.00 C
33 c2603 20251009 2138.0 ... 2135.0 2141.00 C
34 c2605 20251009 2185.0 ... 2197.0 2198.00 C
35 c2607 20251009 2214.0 ... 2210.0 2210.00 C
36 c2609 20251009 2230.0 ... 2226.0 2226.00 C
37 cs2511 20251009 2450.0 ... 2438.0 2470.00 CS
38 cs2601 20251009 2448.0 ... 2440.0 2452.00 CS
39 cs2603 20251009 2450.0 ... 2448.0 2456.00 CS
40 cs2605 20251009 2530.0 ... 2535.0 2539.00 CS
41 cs2607 20251009 2536.0 ... 2541.0 2544.00 CS
42 cs2609 20251009 2581.0 ... 2577.0 2582.00 CS
43 eb2510 20251009 6734.0 ... 6705.0 6763.00 EB
44 eb2511 20251009 6828.0 ... 6787.0 6838.00 EB
45 eb2512 20251009 6808.0 ... 6801.0 6848.00 EB
46 eb2601 20251009 6859.0 ... 6825.0 6874.00 EB
47 eb2602 20251009 6901.0 ... 6864.0 6914.00 EB
48 eb2603 20251009 6945.0 ... 6906.0 6980.00 EB
49 eb2604 20251009 6979.0 ... 6946.0 6997.00 EB
50 eb2605 20251009 7003.0 ... 6975.0 6998.00 EB
51 eb2606 20251009 6969.0 ... 6980.0 7024.00 EB
52 eb2607 20251009 6959.0 ... 6959.0 7027.00 EB
53 eb2608 20251009 6985.0 ... 6997.0 7064.00 EB
54 eb2609 20251009 7018.0 ... 7018.0 7037.00 EB
55 eg2510 20251009 4211.0 ... 4173.0 4246.00 EG
56 eg2511 20251009 4190.0 ... 4156.0 4197.00 EG
57 eg2512 20251009 4158.0 ... 4134.0 4194.00 EG
58 eg2601 20251009 4200.0 ... 4145.0 4200.00 EG
59 eg2602 20251009 4173.0 ... 4143.0 4213.00 EG
60 eg2603 20251009 4208.0 ... 4181.0 4219.00 EG
61 eg2604 20251009 4222.0 ... 4197.0 4257.00 EG
62 eg2605 20251009 4290.0 ... 4224.0 4268.00 EG
63 eg2606 20251009 4225.0 ... 4225.0 4268.00 EG
64 eg2607 20251009 0.0 ... 4300.0 4300.00 EG
65 eg2608 20251009 0.0 ... 4285.0 4345.00 EG
66 eg2609 20251009 4259.0 ... 4259.0 4315.00 EG
67 fb2510 20251009 1256.0 ... 1252.0 1269.00 FB
68 fb2511 20251009 1259.5 ... 1265.5 1251.00 FB
69 fb2512 20251009 1250.0 ... 1257.0 1247.50 FB
70 fb2601 20251009 1255.0 ... 1260.0 1251.50 FB
71 fb2602 20251009 1259.5 ... 1264.5 1253.00 FB
72 fb2603 20251009 1250.0 ... 1256.0 1240.00 FB
73 fb2604 20251009 1273.0 ... 1270.5 1272.50 FB
74 fb2605 20251009 0.0 ... 1299.0 1299.00 FB
75 fb2606 20251009 0.0 ... 1276.5 1276.50 FB
76 fb2607 20251009 0.0 ... 1302.5 1302.50 FB
77 fb2608 20251009 0.0 ... 1308.0 1308.00 FB
78 fb2609 20251009 0.0 ... 1296.0 1296.00 FB
79 i2510 20251009 795.0 ... 802.0 799.50 I
80 i2511 20251009 805.0 ... 804.0 799.50 I
81 i2512 20251009 791.0 ... 797.0 792.50 I
82 i2601 20251009 782.0 ... 787.0 783.00 I
83 i2602 20251009 774.5 ... 783.0 778.00 I
84 i2603 20251009 771.0 ... 777.0 773.00 I
85 i2604 20251009 765.5 ... 775.0 769.00 I
86 i2605 20251009 762.5 ... 765.5 761.50 I
87 i2606 20251009 751.5 ... 761.0 756.50 I
88 i2607 20251009 747.0 ... 757.0 752.00 I
89 i2608 20251009 742.0 ... 752.5 747.50 I
90 i2609 20251009 742.0 ... 745.5 741.50 I
91 j2510 20251009 1550.0 ... 1600.5 1587.00 J
92 j2511 20251009 1569.0 ... 1580.0 1589.50 J
93 j2512 20251009 1602.5 ... 1611.0 1622.00 J
94 j2601 20251009 1626.0 ... 1636.0 1645.50 J
95 j2602 20251009 1666.5 ... 1669.5 1676.50 J
96 j2603 20251009 0.0 ... 1698.0 1698.00 J
97 j2604 20251009 0.0 ... 1766.0 1766.00 J
98 j2605 20251009 1774.0 ... 1787.0 1790.50 J
99 j2606 20251009 0.0 ... 1817.0 1817.00 J
100 j2607 20251009 0.0 ... 1833.5 1833.50 J
101 j2608 20251009 0.0 ... 1853.5 1853.50 J
102 j2609 20251009 1862.0 ... 1879.0 1852.00 J
103 jd2510 20251009 2800.0 ... 2676.0 2911.00 JD
104 jd2511 20251009 2890.0 ... 2871.0 3018.00 JD
105 jd2512 20251009 3088.0 ... 3055.0 3180.00 JD
106 jd2601 20251009 3270.0 ... 3254.0 3353.00 JD
107 jd2602 20251009 3089.0 ... 3059.0 3105.00 JD
108 jd2603 20251009 3120.0 ... 3103.0 3125.00 JD
109 jd2604 20251009 3229.0 ... 3229.0 3247.00 JD
110 jd2605 20251009 3400.0 ... 3398.0 3399.00 JD
111 jd2606 20251009 3235.0 ... 3244.0 3236.00 JD
112 jd2607 20251009 3500.0 ... 3480.0 3481.00 JD
113 jd2608 20251009 3945.0 ... 3951.0 3935.00 JD
114 jd2609 20251009 3803.0 ... 3819.0 3809.00 JD
115 jm2510 20251009 942.5 ... 953.5 979.00 JM
116 jm2511 20251009 995.0 ... 1008.0 1009.50 JM
117 jm2512 20251009 1055.0 ... 1075.5 1071.00 JM
118 jm2601 20251009 1126.0 ... 1147.0 1146.00 JM
119 jm2602 20251009 1155.5 ... 1173.0 1172.00 JM
120 jm2603 20251009 1166.5 ... 1195.5 1188.50 JM
121 jm2604 20251009 1196.5 ... 1216.0 1205.50 JM
122 jm2605 20251009 1216.0 ... 1241.5 1231.50 JM
123 jm2606 20251009 1243.5 ... 1268.5 1238.50 JM
124 jm2607 20251009 1264.5 ... 1286.5 1256.50 JM
125 jm2608 20251009 1286.5 ... 1313.0 1278.00 JM
126 jm2609 20251009 1307.0 ... 1326.5 1308.00 JM
127 l2510 20251009 7031.0 ... 6992.0 7039.00 L
128 l2511 20251009 7079.0 ... 7039.0 7100.00 L
129 l2512 20251009 7107.0 ... 7059.0 7134.00 L
130 l2601 20251009 7145.0 ... 7073.0 7156.00 L
131 l2602 20251009 7107.0 ... 7060.0 7152.00 L
132 l2603 20251009 7089.0 ... 7071.0 7163.00 L
133 l2604 20251009 7150.0 ... 7117.0 7207.00 L
134 l2605 20251009 7182.0 ... 7106.0 7194.00 L
135 l2606 20251009 7144.0 ... 7112.0 7193.00 L
136 l2607 20251009 7157.0 ... 7128.0 7212.00 L
137 l2608 20251009 7167.0 ... 7146.0 7235.00 L
138 l2609 20251009 7169.0 ... 7150.0 7217.00 L
139 lg2511 20251009 820.0 ... 826.5 820.00 LG
140 lg2601 20251009 824.5 ... 823.5 824.50 LG
141 lg2603 20251009 832.0 ... 829.5 830.00 LG
142 lg2605 20251009 830.0 ... 830.0 830.50 LG
143 lg2607 20251009 830.5 ... 831.5 831.00 LG
144 lg2609 20251009 833.5 ... 830.5 834.00 LG
145 lh2511 20251009 11710.0 ... 11695.0 12320.00 LH
146 lh2601 20251009 12335.0 ... 12235.0 12750.00 LH
147 lh2603 20251009 12100.0 ... 12035.0 12395.00 LH
148 lh2605 20251009 12500.0 ... 12480.0 12820.00 LH
149 lh2607 20251009 13200.0 ... 13180.0 13430.00 LH
150 lh2609 20251009 13800.0 ... 13850.0 13995.00 LH
151 m2511 20251009 2926.0 ... 2909.0 2907.00 M
152 m2512 20251009 2959.0 ... 2947.0 2945.00 M
153 m2601 20251009 2950.0 ... 2934.0 2933.00 M
154 m2603 20251009 2845.0 ... 2899.0 2900.00 M
155 m2605 20251009 2751.0 ... 2751.0 2741.00 M
156 m2607 20251009 2725.0 ... 2733.0 2725.00 M
157 m2608 20251009 2853.0 ... 2854.0 2846.00 M
158 m2609 20251009 2860.0 ... 2858.0 2850.00 M
159 p2510 20251009 9388.0 ... 9422.0 9058.00 P
160 p2511 20251009 9388.0 ... 9416.0 9142.00 P
161 p2512 20251009 9412.0 ... 9476.0 9156.00 P
162 p2601 20251009 9452.0 ... 9512.0 9190.00 P
163 p2602 20251009 9424.0 ... 9486.0 9176.00 P
164 p2603 20251009 9416.0 ... 9456.0 9152.00 P
165 p2604 20251009 9334.0 ... 9374.0 9076.00 P
166 p2605 20251009 9250.0 ... 9298.0 9004.00 P
167 p2606 20251009 9152.0 ... 9200.0 8978.00 P
168 p2607 20251009 8958.0 ... 9068.0 8796.00 P
169 p2608 20251009 8958.0 ... 8992.0 8696.00 P
170 p2609 20251009 8798.0 ... 8846.0 8618.00 P
171 pg2510 20251009 4382.0 ... 4277.0 4443.00 PG
172 pg2511 20251009 4122.0 ... 4078.0 4295.00 PG
173 pg2512 20251009 3996.0 ... 4000.0 4202.00 PG
174 pg2601 20251009 4048.0 ... 3945.0 4132.00 PG
175 pg2602 20251009 3998.0 ... 3883.0 4064.00 PG
176 pg2603 20251009 3898.0 ... 3822.0 3981.00 PG
177 pg2604 20251009 4244.0 ... 4215.0 4332.00 PG
178 pg2605 20251009 4108.0 ... 4128.0 4253.00 PG
179 pg2606 20251009 4103.0 ... 4075.0 4199.00 PG
180 pg2607 20251009 4018.0 ... 4005.0 4139.00 PG
181 pg2608 20251009 3995.0 ... 3955.0 4081.00 PG
182 pg2609 20251009 3919.0 ... 3919.0 4082.00 PG
183 pp2510 20251009 6655.0 ... 6642.0 6758.00 PP
184 pp2511 20251009 6752.0 ... 6684.0 6801.00 PP
185 pp2512 20251009 6774.0 ... 6719.0 6839.00 PP
186 pp2601 20251009 6800.0 ... 6750.0 6873.00 PP
187 pp2602 20251009 6824.0 ... 6743.0 6866.00 PP
188 pp2603 20251009 6782.0 ... 6736.0 6862.00 PP
189 pp2604 20251009 6808.0 ... 6759.0 6884.00 PP
190 pp2605 20251009 6874.0 ... 6801.0 6910.00 PP
191 pp2606 20251009 6827.0 ... 6759.0 6874.00 PP
192 pp2607 20251009 6802.0 ... 6747.0 6846.00 PP
193 pp2608 20251009 6822.0 ... 6794.0 6862.00 PP
194 pp2609 20251009 6858.0 ... 6835.0 6890.00 PP
195 rr2510 20251009 0.0 ... 3612.0 3612.00 RR
196 rr2511 20251009 3618.0 ... 3619.0 3616.00 RR
197 rr2512 20251009 3606.0 ... 3596.0 3604.00 RR
198 rr2601 20251009 3620.0 ... 3626.0 3624.00 RR
199 rr2602 20251009 3611.0 ... 3611.0 3614.00 RR
200 rr2603 20251009 0.0 ... 3613.0 3613.00 RR
201 rr2604 20251009 0.0 ... 3621.0 3621.00 RR
202 rr2605 20251009 0.0 ... 3609.0 3607.00 RR
203 rr2606 20251009 0.0 ... 3608.0 3608.00 RR
204 rr2607 20251009 0.0 ... 3609.0 3609.00 RR
205 rr2608 20251009 0.0 ... 3614.0 3614.00 RR
206 rr2609 20251009 0.0 ... 3630.0 3630.00 RR
207 v2510 20251009 4697.0 ... 4634.0 4733.00 V
208 v2511 20251009 4738.0 ... 4667.0 4770.00 V
209 v2512 20251009 4784.0 ... 4704.0 4807.00 V
210 v2601 20251009 4825.0 ... 4755.0 4858.00 V
211 v2602 20251009 4866.0 ... 4805.0 4903.00 V
212 v2603 20251009 4900.0 ... 4839.0 4928.00 V
213 v2604 20251009 5089.0 ... 5049.0 5137.00 V
214 v2605 20251009 5152.0 ... 5085.0 5172.00 V
215 v2606 20251009 5178.0 ... 5119.0 5203.00 V
216 v2607 20251009 5176.0 ... 5153.0 5238.00 V
217 v2608 20251009 5213.0 ... 5195.0 5272.00 V
218 v2609 20251009 5293.0 ... 5231.0 5308.00 V
219 y2511 20251009 8178.0 ... 8290.0 8128.00 Y
220 y2512 20251009 8302.0 ... 8342.0 8168.00 Y
221 y2601 20251009 8212.0 ... 8294.0 8114.00 Y
222 y2603 20251009 8178.0 ... 8226.0 8066.00 Y
223 y2605 20251009 7996.0 ... 8044.0 7876.00 Y
224 y2607 20251009 7950.0 ... 7978.0 7844.00 Y
225 y2608 20251009 7932.0 ... 7988.0 7830.00 Y
226 y2609 20251009 7868.0 ... 7954.0 7816.00 Y
[227 rows x 12 columns]
2025-10-17 16:25:39,634 - future_1d - INFO - ak.get_dce_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 IC2510 20251009 7445.000 ... 7531.400 7394.200 IC
1 IC2511 20251009 7381.800 ... 7471.600 7332.800 IC
2 IC2512 20251009 7330.000 ... 7432.800 7288.800 IC
3 IC2603 20251009 7180.000 ... 7272.200 7115.800 IC
4 IF2510 20251009 4655.000 ... 4712.000 4637.200 IF
5 IF2511 20251009 4649.600 ... 4703.200 4627.400 IF
6 IF2512 20251009 4639.000 ... 4694.400 4621.200 IF
7 IF2603 20251009 4617.000 ... 4672.600 4596.200 IF
8 IH2510 20251009 3000.000 ... 3022.800 2988.600 IH
9 IH2511 20251009 3001.000 ... 3022.200 2987.000 IH
10 IH2512 20251009 2996.000 ... 3024.200 2988.600 IH
11 IH2603 20251009 3001.200 ... 3023.800 2989.400 IH
12 IM2510 20251009 7599.600 ... 7618.800 7556.400 IM
13 IM2511 20251009 7521.800 ... 7539.400 7484.200 IM
14 IM2512 20251009 7444.000 ... 7467.800 7408.400 IM
15 IM2603 20251009 7220.000 ... 7248.800 7184.200 IM
16 T2512 20251009 107.855 ... 108.050 107.885 T
17 T2603 20251009 107.525 ... 107.730 107.565 T
18 T2606 20251009 107.465 ... 107.615 107.465 T
19 TF2512 20251009 105.600 ... 105.750 105.655 TF
20 TF2603 20251009 105.500 ... 105.610 105.525 TF
21 TF2606 20251009 105.425 ... 105.625 105.575 TF
22 TL2512 20251009 113.800 ... 114.530 114.000 TL
23 TL2603 20251009 113.650 ... 114.180 113.660 TL
24 TL2606 20251009 113.600 ... 114.140 113.640 TL
25 TS2512 20251009 102.360 ... 102.410 102.374 TS
26 TS2603 20251009 102.280 ... 102.304 102.282 TS
27 TS2606 20251009 102.350 ... 102.356 102.322 TS
[28 rows x 12 columns]
2025-10-17 16:25:40,817 - future_1d - INFO - ak.get_cffex_daily('2025-10-09') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251009 470.9 472.5 ... 2084237.8 468.7 480.5 SC
1 SC2512 20251009 472 474.9 ... 1261843.21 471.4 482 SC
2 SC2601 20251009 474.1 474.2 ... 524626.75 471.2 481.6 SC
3 SC2602 20251009 472.9 473.3 ... 28075.25 470.2 481.1 SC
4 SC2603 20251009 472.1 473 ... 15122.65 469.6 480.5 SC
5 SC2604 20251009 471 472.7 ... 6857.14 469.6 480.4 SC
6 SC2605 20251009 478.1 478.1 ... 5740.53 470.5 482.3 SC
7 SC2606 20251009 466.2 472.1 ... 18476.2 468.9 479.5 SC
8 SC2607 20251009 477 477 ... 282.52 470.8 478.7 SC
9 SC2608 20251009 469.5 471.3 ... 469.55 469.5 477.6 SC
10 SC2609 20251009 466.2 471.1 ... 1222.99 470.3 478.3 SC
11 SC2610 20251009 ... 0 471 478.3 SC
12 SC2612 20251009 465.3 465.3 ... 185.52 463.8 473.7 SC
13 SC2703 20251009 ... 0 472 472.1 SC
14 SC2706 20251009 ... 0 469.9 473 SC
15 SC2709 20251009 ... 0 469.4 476.2 SC
16 SC2712 20251009 ... 0 465.9 474 SC
17 SC2803 20251009 458 458 ... 91.6 458 475.1 SC
18 SC2806 20251009 458.7 460 ... 1001.62 455.2 465.8 SC
19 SC2809 20251009 459 459 ... 91.64 458.2 465.9 SC
21 LU2511 20251009 3328 3360 ... 100605.809 3329 3402 LU
22 LU2512 20251009 3349 3360 ... 156925.469 3342 3417 LU
23 LU2601 20251009 3346 3346 ... 81003.807 3326 3398 LU
24 LU2602 20251009 3329 3332 ... 3315.233 3318 3400 LU
25 LU2603 20251009 3377 3377 ... 379.372 3327 3375 LU
26 LU2604 20251009 3299 3305 ... 29.7 3300 3371 LU
27 LU2605 20251009 3255 3301 ... 16.394 3278 3358 LU
28 LU2606 20251009 3284 3298 ... 13.156 3289 3361 LU
29 LU2607 20251009 3278 3284 ... 16.383 3276 3353 LU
30 LU2608 20251009 3270 3273 ... 13.085 3271 3329 LU
31 LU2609 20251009 3280 3280 ... 29.407 3267 3317 LU
32 LU2610 20251009 ... 0 3267 3317 LU
34 NR2510 20251009 11360 12380 ... 855.45 12220 12200 NR
35 NR2511 20251009 12200 12490 ... 862883.4 12385 12240 NR
36 NR2512 20251009 12200 12485 ... 445589.105 12385 12255 NR
37 NR2601 20251009 12200 12490 ... 207180.275 12410 12285 NR
38 NR2602 20251009 12320 12435 ... 8979.275 12400 12260 NR
39 NR2603 20251009 12230 12415 ... 5179.585 12390 12280 NR
40 NR2604 20251009 12395 12555 ... 4139.045 12390 12285 NR
41 NR2605 20251009 12490 12490 ... 745.74 12425 12350 NR
42 NR2606 20251009 12475 12520 ... 87.31 12470 12415 NR
43 NR2607 20251009 12550 12550 ... 50.15 12535 12535 NR
44 NR2608 20251009 12585 12585 ... 75.445 12570 12555 NR
45 NR2609 20251009 ... 0 12510 12510 NR
47 BC2510 20251009 76000 76200 ... 570.5 76060 73830 BC
48 BC2511 20251009 75270 77440 ... 327729.33 76560 74070 BC
49 BC2512 20251009 76140 77490 ... 17526.86 76870 74340 BC
50 BC2601 20251009 ... 0 76900 73700 BC
51 BC2602 20251009 ... 0 76900 73700 BC
52 BC2603 20251009 77440 77500 ... 77.47 77470 74550 BC
53 BC2604 20251009 ... 0 77000 73400 BC
54 BC2605 20251009 ... 0 75900 72900 BC
55 BC2606 20251009 ... 0 75880 72960 BC
56 BC2607 20251009 ... 0 75800 72900 BC
57 BC2608 20251009 ... 0 75800 73280 BC
58 BC2609 20251009 ... 0 75710 73400 BC
60 EC2510 20251009 1100 1135 ... 86570.306 1112.5 1122.1 EC
61 EC2512 20251009 1672 1711.5 ... 336268.582 1620.2 1719.1 EC
62 EC2602 20251009 1400 1550 ... 90221.1205 1410.9 1628.2 EC
63 EC2604 20251009 1100 1150 ... 36389.341 1108.4 1243.6 EC
64 EC2606 20251009 1243.2 1349.9 ... 6408.4725 1294.6 1445.6 EC
65 EC2608 20251009 1400 1459 ... 4600.576 1415.5 1595.7 EC
68 SC_TAS2511 20251009 ... SC_TAS
69 SC_TAS2512 20251009 ... SC_TAS
70 SC_TAS2601 20251009 ... SC_TAS
71 SC_TAS2602 20251009 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 16:25:40,917 - future_1d - INFO - ak.get_ine_daily('2025-10-09') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251009 9180.0 9180.0 ... 606.76 9056.0 8739.0 AP
1 AP511 20251009 8609.0 8772.0 ... 24312.56 8692.0 8550.0 AP
2 AP512 20251009 8568.0 8758.0 ... 4491.72 8655.0 8535.0 AP
3 AP601 20251009 8700.0 8818.0 ... 1078250.16 8691.0 8577.0 AP
4 AP603 20251009 8503.0 8637.0 ... 3828.77 8527.0 8413.0 AP
5 AP604 20251009 8499.0 8623.0 ... 1124.27 8517.0 8390.0 AP
6 AP605 20251009 8551.0 8654.0 ... 31815.85 8564.0 8429.0 AP
7 CF511 20251009 13165.0 13320.0 ... 101359.17 13255.0 13225.0 CF
8 CF601 20251009 13180.0 13345.0 ... 1670284.31 13290.0 13245.0 CF
9 CF603 20251009 13205.0 13345.0 ... 120491.38 13295.0 13235.0 CF
10 CF605 20251009 13240.0 13390.0 ... 319097.65 13330.0 13265.0 CF
11 CF607 20251009 13300.0 13400.0 ... 1389.53 13360.0 13280.0 CF
12 CF609 20251009 13480.0 13560.0 ... 2601.35 13515.0 13440.0 CF
13 CJ512 20251009 10720.0 10935.0 ... 3592.80 10805.0 10715.0 CJ
14 CJ601 20251009 10880.0 11030.0 ... 903134.86 10895.0 10790.0 CJ
15 CJ603 20251009 10835.0 10975.0 ... 17725.72 10845.0 10725.0 CJ
16 CJ605 20251009 10965.0 11090.0 ... 181938.29 10955.0 10835.0 CJ
17 CJ607 20251009 11045.0 11150.0 ... 2912.65 11035.0 10900.0 CJ
18 CJ609 20251009 11145.0 11260.0 ... 1434.59 11165.0 11025.0 CJ
19 CY510 20251009 0.0 0.0 ... 0.00 19480.0 19465.0 CY
20 CY511 20251009 19385.0 19550.0 ... 27406.98 19470.0 19395.0 CY
21 CY512 20251009 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251009 19380.0 19480.0 ... 39105.58 19380.0 19365.0 CY
23 CY602 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251009 19450.0 19450.0 ... 9.73 19450.0 19730.0 CY
25 CY604 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251009 0.0 0.0 ... 0.00 19475.0 19455.0 CY
27 CY606 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251009 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251009 19200.0 20090.0 ... 38.67 19335.0 19550.0 CY
30 CY609 20251009 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251009 1108.0 1108.0 ... 376.47 1101.0 1108.0 FG
32 FG511 20251009 1110.0 1119.0 ... 97334.72 1107.0 1112.0 FG
33 FG512 20251009 1219.0 1236.0 ... 43972.59 1220.0 1232.0 FG
34 FG601 20251009 1217.0 1233.0 ... 3527665.61 1215.0 1230.0 FG
35 FG602 20251009 1274.0 1285.0 ... 30274.50 1272.0 1286.0 FG
36 FG603 20251009 1274.0 1288.0 ... 25672.64 1276.0 1286.0 FG
37 FG604 20251009 1330.0 1348.0 ... 582.20 1335.0 1347.0 FG
38 FG605 20251009 1322.0 1346.0 ... 139714.63 1334.0 1344.0 FG
39 FG606 20251009 1372.0 1375.0 ... 3235.23 1369.0 1380.0 FG
40 FG607 20251009 1354.0 1367.0 ... 2229.94 1356.0 1372.0 FG
41 FG608 20251009 1409.0 1412.0 ... 1360.40 1400.0 1413.0 FG
42 FG609 20251009 1401.0 1415.0 ... 4759.90 1403.0 1414.0 FG
43 JR511 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251009 2246.0 2246.0 ... 830.10 2202.0 2254.0 MA
52 MA511 20251009 2263.0 2269.0 ... 38230.47 2245.0 2285.0 MA
53 MA512 20251009 2298.0 2307.0 ... 31495.53 2276.0 2322.0 MA
54 MA601 20251009 2321.0 2326.0 ... 1253950.85 2298.0 2340.0 MA
55 MA602 20251009 2352.0 2360.0 ... 31262.55 2325.0 2369.0 MA
56 MA603 20251009 2367.0 2378.0 ... 21746.04 2350.0 2383.0 MA
57 MA604 20251009 2372.0 2372.0 ... 87.32 2360.0 2379.0 MA
58 MA605 20251009 2366.0 2372.0 ... 156632.54 2355.0 2373.0 MA
59 MA606 20251009 2367.0 2367.0 ... 9.43 2358.0 2381.0 MA
60 MA607 20251009 2351.0 2351.0 ... 42.05 2336.0 2352.0 MA
61 MA608 20251009 2359.0 2360.0 ... 35.18 2345.0 2356.0 MA
62 MA609 20251009 2331.0 2342.0 ... 2443.41 2325.0 2335.0 MA
63 OI511 20251009 10221.0 10427.0 ... 213930.04 10352.0 10215.0 OI
64 OI601 20251009 10160.0 10266.0 ... 2140115.76 10197.0 10046.0 OI
65 OI603 20251009 9914.0 10032.0 ... 131943.23 9966.0 9827.0 OI
66 OI605 20251009 9619.0 9749.0 ... 128642.37 9683.0 9522.0 OI
67 OI607 20251009 9571.0 9653.0 ... 509.51 9613.0 9474.0 OI
68 OI609 20251009 9500.0 9596.0 ... 763.74 9547.0 9416.0 OI
69 PF510 20251009 6254.0 6304.0 ... 71.88 6250.0 6266.0 PF
70 PF511 20251009 6272.0 6310.0 ... 329022.26 6274.0 6274.0 PF
71 PF512 20251009 6236.0 6250.0 ... 204278.61 6214.0 6240.0 PF
72 PF601 20251009 6272.0 6294.0 ... 63811.44 6258.0 6282.0 PF
73 PF602 20251009 6272.0 6288.0 ... 46188.89 6236.0 6274.0 PF
74 PF603 20251009 6268.0 6268.0 ... 11140.43 6232.0 6294.0 PF
75 PF604 20251009 6312.0 6312.0 ... 15.72 6288.0 6346.0 PF
76 PF605 20251009 6332.0 6344.0 ... 85.11 6304.0 6352.0 PF
77 PF606 20251009 6340.0 6340.0 ... 6.34 6336.0 6362.0 PF
78 PF607 20251009 6330.0 6330.0 ... 3.17 6330.0 6400.0 PF
79 PF608 20251009 0.0 0.0 ... 0.00 6376.0 6418.0 PF
80 PF609 20251009 0.0 0.0 ... 0.00 6390.0 6404.0 PF
81 PK510 20251009 7452.0 7630.0 ... 312.42 7620.0 7688.0 PK
82 PK511 20251009 7828.0 7828.0 ... 332275.29 7712.0 7770.0 PK
83 PK512 20251009 7794.0 7806.0 ... 95956.90 7704.0 7768.0 PK
84 PK601 20251009 7800.0 7802.0 ... 127887.54 7748.0 7782.0 PK
85 PK603 20251009 7810.0 7822.0 ... 9684.64 7782.0 7802.0 PK
86 PK604 20251009 7824.0 7856.0 ... 826.21 7832.0 7816.0 PK
87 PK605 20251009 7850.0 7874.0 ... 10360.89 7840.0 7822.0 PK
88 PL601 20251009 6329.0 6329.0 ... 57138.73 6219.0 6343.0 PL
89 PL602 20251009 6284.0 6284.0 ... 350.16 6253.0 6382.0 PL
90 PL603 20251009 6268.0 6268.0 ... 25.03 6257.0 6387.0 PL
91 PL604 20251009 0.0 0.0 ... 0.00 6363.0 6363.0 PL
92 PL605 20251009 6268.0 6268.0 ... 223.77 6216.0 6331.0 PL
93 PL606 20251009 6290.0 6290.0 ... 12.58 6290.0 6378.0 PL
94 PL607 20251009 6213.0 6320.0 ... 25.07 6267.0 6334.0 PL
95 PL608 20251009 0.0 0.0 ... 0.00 6433.0 6440.0 PL
96 PL609 20251009 0.0 0.0 ... 0.00 6346.0 6490.0 PL
97 PM511 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251009 5758.0 5758.0 ... 17.21 5738.0 5792.0 PR
104 PR511 20251009 5750.0 5774.0 ... 125201.90 5736.0 5754.0 PR
105 PR512 20251009 5738.0 5758.0 ... 171325.02 5726.0 5754.0 PR
106 PR601 20251009 5730.0 5750.0 ... 114113.86 5714.0 5748.0 PR
107 PR602 20251009 5782.0 5782.0 ... 6054.90 5750.0 5782.0 PR
108 PR603 20251009 5786.0 5806.0 ... 207.66 5768.0 5794.0 PR
109 PR604 20251009 5818.0 5852.0 ... 174.10 5804.0 5830.0 PR
110 PR605 20251009 5866.0 5898.0 ... 191.64 5808.0 5864.0 PR
111 PR606 20251009 5816.0 5872.0 ... 17.53 5844.0 5902.0 PR
112 PR607 20251009 5908.0 5908.0 ... 35.03 5840.0 5904.0 PR
113 PR608 20251009 5770.0 5770.0 ... 8.66 5770.0 5906.0 PR
114 PR609 20251009 0.0 0.0 ... 0.00 5870.0 5904.0 PR
115 PX510 20251009 6620.0 6620.0 ... 51.66 6458.0 6620.0 PX
116 PX511 20251009 6556.0 6598.0 ... 349672.10 6528.0 6566.0 PX
117 PX512 20251009 6540.0 6574.0 ... 115972.60 6518.0 6558.0 PX
118 PX601 20251009 6530.0 6568.0 ... 177334.52 6522.0 6562.0 PX
119 PX602 20251009 6566.0 6578.0 ... 68287.39 6524.0 6570.0 PX
120 PX603 20251009 6532.0 6576.0 ... 50412.89 6516.0 6584.0 PX
121 PX604 20251009 6492.0 6562.0 ... 6.53 6528.0 6620.0 PX
122 PX605 20251009 6576.0 6592.0 ... 1929.84 6542.0 6602.0 PX
123 PX606 20251009 0.0 0.0 ... 0.00 6600.0 6600.0 PX
124 PX607 20251009 6622.0 6622.0 ... 3.31 6622.0 6636.0 PX
125 PX608 20251009 0.0 0.0 ... 0.00 6624.0 6644.0 PX
126 PX609 20251009 6526.0 6600.0 ... 9.86 6574.0 6578.0 PX
127 RI511 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251009 2510.0 2516.0 ... 14228.89 2491.0 2490.0 RM
134 RM601 20251009 2441.0 2455.0 ... 501267.72 2429.0 2427.0 RM
135 RM603 20251009 2333.0 2350.0 ... 4343.72 2339.0 2339.0 RM
136 RM605 20251009 2332.0 2340.0 ... 72033.98 2330.0 2325.0 RM
137 RM607 20251009 2322.0 2329.0 ... 3089.16 2321.0 2316.0 RM
138 RM608 20251009 2423.0 2430.0 ... 198.73 2424.0 2418.0 RM
139 RM609 20251009 2415.0 2420.0 ... 1357.93 2412.0 2409.0 RM
140 RS511 20251009 5250.0 5250.0 ... 47.00 5223.0 5282.0 RS
141 RS607 20251009 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251009 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251009 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251009 1171.0 1172.0 ... 3552.39 1163.0 1184.0 SA
145 SA511 20251009 1194.0 1196.0 ... 105802.19 1181.0 1200.0 SA
146 SA512 20251009 1247.0 1257.0 ... 117157.00 1240.0 1263.0 SA
147 SA601 20251009 1256.0 1268.0 ... 1891876.84 1251.0 1272.0 SA
148 SA602 20251009 1294.0 1304.0 ... 102481.15 1288.0 1306.0 SA
149 SA603 20251009 1297.0 1308.0 ... 84438.50 1293.0 1310.0 SA
150 SA604 20251009 1343.0 1353.0 ... 4001.08 1335.0 1356.0 SA
151 SA605 20251009 1346.0 1360.0 ... 122538.83 1343.0 1363.0 SA
152 SA606 20251009 1374.0 1376.0 ... 762.44 1361.0 1379.0 SA
153 SA607 20251009 1372.0 1378.0 ... 1276.17 1363.0 1379.0 SA
154 SA608 20251009 1413.0 1413.0 ... 880.30 1402.0 1417.0 SA
155 SA609 20251009 1415.0 1421.0 ... 3530.95 1407.0 1424.0 SA
156 SF510 20251009 5270.0 5318.0 ... 887.01 5312.0 5356.0 SF
157 SF511 20251009 5502.0 5510.0 ... 358884.87 5472.0 5534.0 SF
158 SF512 20251009 5470.0 5490.0 ... 80190.55 5448.0 5506.0 SF
159 SF601 20251009 5478.0 5480.0 ... 161858.23 5448.0 5504.0 SF
160 SF602 20251009 5436.0 5452.0 ... 36060.99 5404.0 5462.0 SF
161 SF603 20251009 5604.0 5614.0 ... 24688.94 5580.0 5636.0 SF
162 SF604 20251009 5600.0 5600.0 ... 13.97 5588.0 5622.0 SF
163 SF605 20251009 5598.0 5600.0 ... 3126.79 5564.0 5608.0 SF
164 SF606 20251009 5540.0 5566.0 ... 66.40 5534.0 5580.0 SF
165 SF607 20251009 5700.0 5710.0 ... 37.03 5698.0 5742.0 SF
166 SF608 20251009 5682.0 5682.0 ... 2.84 5682.0 5734.0 SF
167 SF609 20251009 5668.0 5688.0 ... 25.53 5674.0 5714.0 SF
168 SH510 20251009 2465.0 2466.0 ... 1370.59 2443.0 2484.0 SH
169 SH511 20251009 2480.0 2487.0 ... 349904.04 2433.0 2484.0 SH
170 SH512 20251009 2525.0 2533.0 ... 126039.38 2479.0 2525.0 SH
171 SH601 20251009 2520.0 2526.0 ... 2154307.81 2469.0 2515.0 SH
172 SH602 20251009 2551.0 2551.0 ... 142219.27 2503.0 2545.0 SH
173 SH603 20251009 2495.0 2550.0 ... 110848.97 2513.0 2561.0 SH
174 SH604 20251009 2571.0 2574.0 ... 299.24 2558.0 2602.0 SH
175 SH605 20251009 2615.0 2615.0 ... 17219.13 2564.0 2606.0 SH
176 SH606 20251009 2595.0 2604.0 ... 325.22 2581.0 2628.0 SH
177 SH607 20251009 2590.0 2605.0 ... 154.16 2569.0 2619.0 SH
178 SH608 20251009 2593.0 2629.0 ... 171.00 2591.0 2631.0 SH
179 SH609 20251009 2638.0 2638.0 ... 148.57 2606.0 2645.0 SH
180 SM510 20251009 0.0 0.0 ... 0.00 5646.0 5646.0 SM
181 SM511 20251009 5772.0 5772.0 ... 40594.04 5746.0 5750.0 SM
182 SM512 20251009 5758.0 5772.0 ... 77416.62 5748.0 5752.0 SM
183 SM601 20251009 5766.0 5778.0 ... 441308.37 5756.0 5768.0 SM
184 SM602 20251009 5776.0 5786.0 ... 209724.76 5760.0 5776.0 SM
185 SM603 20251009 5786.0 5800.0 ... 227429.72 5774.0 5786.0 SM
186 SM604 20251009 5794.0 5794.0 ... 2.90 5794.0 5790.0 SM
187 SM605 20251009 5796.0 5816.0 ... 15813.80 5796.0 5808.0 SM
188 SM606 20251009 5782.0 5816.0 ... 8.69 5796.0 5814.0 SM
189 SM607 20251009 5796.0 5832.0 ... 8.71 5810.0 5824.0 SM
190 SM608 20251009 0.0 0.0 ... 0.00 5848.0 5848.0 SM
191 SM609 20251009 5826.0 5850.0 ... 1463.12 5842.0 5842.0 SM
192 SR511 20251009 5527.0 5578.0 ... 57161.25 5552.0 5527.0 SR
193 SR601 20251009 5498.0 5542.0 ... 1084646.31 5517.0 5490.0 SR
194 SR603 20251009 5482.0 5524.0 ... 92166.09 5507.0 5468.0 SR
195 SR605 20251009 5468.0 5502.0 ... 78376.35 5481.0 5450.0 SR
196 SR607 20251009 5460.0 5498.0 ... 3454.38 5474.0 5441.0 SR
197 SR609 20251009 5461.0 5502.0 ... 3959.40 5484.0 5444.0 SR
198 TA510 20251009 4532.0 4548.0 ... 2697.22 4514.0 4544.0 TA
199 TA511 20251009 4560.0 4580.0 ... 164194.02 4544.0 4574.0 TA
200 TA512 20251009 4572.0 4588.0 ... 88961.68 4552.0 4584.0 TA
201 TA601 20251009 4570.0 4602.0 ... 1282595.32 4564.0 4598.0 TA
202 TA602 20251009 4588.0 4610.0 ... 28680.03 4572.0 4604.0 TA
203 TA603 20251009 4598.0 4618.0 ... 9536.24 4590.0 4622.0 TA
204 TA604 20251009 4600.0 4600.0 ... 32.12 4590.0 4624.0 TA
205 TA605 20251009 4620.0 4642.0 ... 64664.27 4612.0 4640.0 TA
206 TA606 20251009 0.0 0.0 ... 0.00 4644.0 4652.0 TA
207 TA607 20251009 0.0 0.0 ... 0.00 4652.0 4652.0 TA
208 TA608 20251009 4632.0 4632.0 ... 2.32 4632.0 4690.0 TA
209 TA609 20251009 4668.0 4682.0 ... 731.37 4658.0 4680.0 TA
210 UR510 20251009 1520.0 1520.0 ... 485.01 1516.0 1543.0 UR
211 UR511 20251009 1617.0 1619.0 ... 26965.19 1593.0 1639.0 UR
212 UR512 20251009 1631.0 1634.0 ... 25588.16 1600.0 1651.0 UR
213 UR601 20251009 1648.0 1648.0 ... 821537.42 1619.0 1666.0 UR
214 UR602 20251009 1651.0 1654.0 ... 23156.99 1620.0 1673.0 UR
215 UR603 20251009 1685.0 1691.0 ... 474.75 1672.0 1714.0 UR
216 UR604 20251009 1679.0 1679.0 ... 60.18 1672.0 1714.0 UR
217 UR605 20251009 1704.0 1704.0 ... 57571.94 1681.0 1715.0 UR
218 UR606 20251009 1710.0 1710.0 ... 1116.39 1686.0 1716.0 UR
219 UR607 20251009 1737.0 1737.0 ... 92.96 1722.0 1743.0 UR
220 UR608 20251009 1735.0 1735.0 ... 65.21 1716.0 1737.0 UR
221 UR609 20251009 1720.0 1720.0 ... 689.09 1706.0 1737.0 UR
222 WH511 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 16:25:41,210 - future_1d - INFO - ak.get_czce_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 PS2510 20251009 50845.0 ... 50760.0 50845.0 PS
1 PS2511 20251009 51280.0 ... 50185.0 50765.0 PS
2 PS2512 20251009 53900.0 ... 52860.0 53270.0 PS
3 PS2601 20251009 53610.0 ... 52695.0 52955.0 PS
4 PS2602 20251009 53630.0 ... 52535.0 52730.0 PS
5 PS2603 20251009 53475.0 ... 52620.0 52665.0 PS
6 PS2604 20251009 53320.0 ... 52550.0 52665.0 PS
7 PS2605 20251009 53150.0 ... 52570.0 52670.0 PS
8 PS2606 20251009 55075.0 ... 54535.0 54735.0 PS
9 PS2607 20251009 55150.0 ... 54430.0 54590.0 PS
10 PS2608 20251009 54620.0 ... 54115.0 54375.0 PS
11 PS2609 20251009 53925.0 ... 54065.0 54400.0 PS
13 SI2510 20251009 8610.0 ... 8640.0 8660.0 SI
14 SI2511 20251009 8650.0 ... 8645.0 8665.0 SI
15 SI2512 20251009 9000.0 ... 9035.0 9050.0 SI
16 SI2601 20251009 8980.0 ... 8985.0 9000.0 SI
17 SI2602 20251009 9005.0 ... 8990.0 9005.0 SI
18 SI2603 20251009 9035.0 ... 8975.0 9020.0 SI
19 SI2604 20251009 8990.0 ... 9000.0 9030.0 SI
20 SI2605 20251009 9100.0 ... 9020.0 9035.0 SI
21 SI2606 20251009 9035.0 ... 9020.0 9050.0 SI
22 SI2607 20251009 9050.0 ... 9055.0 9060.0 SI
23 SI2608 20251009 8990.0 ... 9040.0 9085.0 SI
24 SI2609 20251009 9045.0 ... 9060.0 9085.0 SI
27 LC2510 20251009 72000.0 ... 73040.0 73340.0 LC
28 LC2511 20251009 73200.0 ... 73700.0 73140.0 LC
29 LC2512 20251009 73880.0 ... 73780.0 73220.0 LC
30 LC2601 20251009 73500.0 ... 73640.0 73160.0 LC
31 LC2602 20251009 72960.0 ... 73320.0 72800.0 LC
32 LC2603 20251009 72960.0 ... 73400.0 72800.0 LC
33 LC2604 20251009 73700.0 ... 73820.0 73200.0 LC
34 LC2605 20251009 73460.0 ... 73740.0 73280.0 LC
35 LC2606 20251009 73140.0 ... 73720.0 73100.0 LC
36 LC2607 20251009 73100.0 ... 73600.0 72960.0 LC
37 LC2608 20251009 73200.0 ... 73720.0 73120.0 LC
38 LC2609 20251009 73640.0 ... 73720.0 73100.0 LC
[36 rows x 12 columns]
2025-10-17 16:25:41,464 - future_1d - INFO - ak.get_gfex_daily('2025-10-09') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251009 ... 86040 83220 CU
1 1 CU2511 20251009 ... 85910 83260 CU
2 2 CU2512 20251009 ... 85940 83250 CU
3 3 CU2601 20251009 ... 85900 83220 CU
4 4 CU2602 20251009 ... 85730 83200 CU
5 5 CU2603 20251009 ... 85740 83150 CU
6 6 CU2604 20251009 ... 86060 83070 CU
7 7 CU2605 20251009 ... 85860 83010 CU
8 8 CU2606 20251009 ... 85890 82870 CU
9 9 CU2607 20251009 ... 85640 82910 CU
10 10 CU2608 20251009 ... 85310 82750 CU
11 11 CU2609 20251009 ... 85410 82840 CU
12 12 BC2510 20251009 ... 76060 73830 BC
13 13 BC2511 20251009 ... 76560 74070 BC
14 14 BC2512 20251009 ... 76870 74340 BC
15 15 BC2601 20251009 ... 76900 73700 BC
16 16 BC2602 20251009 ... 76900 73700 BC
17 17 BC2603 20251009 ... 77470 74550 BC
18 18 BC2604 20251009 ... 77000 73400 BC
19 19 BC2605 20251009 ... 75900 72900 BC
20 20 BC2606 20251009 ... 75880 72960 BC
21 21 BC2607 20251009 ... 75800 72900 BC
22 22 BC2608 20251009 ... 75800 73280 BC
23 23 BC2609 20251009 ... 75710 73400 BC
24 24 AL2510 20251009 ... 21030 20745 AL
25 25 AL2511 20251009 ... 21005 20755 AL
26 26 AL2512 20251009 ... 21010 20755 AL
27 27 AL2601 20251009 ... 21010 20760 AL
28 28 AL2602 20251009 ... 21005 20755 AL
29 29 AL2603 20251009 ... 21005 20775 AL
30 30 AL2604 20251009 ... 21030 20820 AL
31 31 AL2605 20251009 ... 21055 20830 AL
32 32 AL2606 20251009 ... 21035 20840 AL
33 33 AL2607 20251009 ... 21070 20825 AL
34 34 AL2608 20251009 ... 21060 20825 AL
35 35 AL2609 20251009 ... 21060 20810 AL
36 36 ZN2510 20251009 ... 22165 21870 ZN
37 37 ZN2511 20251009 ... 22200 21935 ZN
38 38 ZN2512 20251009 ... 22230 21950 ZN
39 39 ZN2601 20251009 ... 22240 21985 ZN
40 40 ZN2602 20251009 ... 22290 22010 ZN
41 41 ZN2603 20251009 ... 22340 22020 ZN
42 42 ZN2604 20251009 ... 22375 22055 ZN
43 43 ZN2605 20251009 ... 22415 22125 ZN
44 44 ZN2606 20251009 ... 22425 22170 ZN
45 45 ZN2607 20251009 ... 22460 22170 ZN
46 46 ZN2608 20251009 ... 22435 22175 ZN
47 47 ZN2609 20251009 ... 22475 22245 ZN
48 48 PB2510 20251009 ... 17025 16895 PB
49 49 PB2511 20251009 ... 17040 16930 PB
50 50 PB2512 20251009 ... 17075 16955 PB
51 51 PB2601 20251009 ... 17095 16970 PB
52 52 PB2602 20251009 ... 16990 16970 PB
53 53 PB2603 20251009 ... 17205 16985 PB
54 54 PB2604 20251009 ... 17170 17015 PB
55 55 PB2605 20251009 ... 17195 17025 PB
56 56 PB2606 20251009 ... 17165 17020 PB
57 57 PB2607 20251009 ... 17020 17020 PB
58 58 PB2608 20251009 ... 17255 17030 PB
59 59 PB2609 20251009 ... 17285 17050 PB
60 60 NI2510 20251009 ... 122090 121200 NI
61 61 NI2511 20251009 ... 123120 121580 NI
62 62 NI2512 20251009 ... 123310 121720 NI
63 63 NI2601 20251009 ... 123530 121920 NI
64 64 NI2602 20251009 ... 123470 121980 NI
65 65 NI2603 20251009 ... 124010 122290 NI
66 66 NI2604 20251009 ... 124320 122630 NI
67 67 NI2605 20251009 ... 124550 122780 NI
68 68 NI2606 20251009 ... 124900 122720 NI
69 69 NI2607 20251009 ... 124850 123310 NI
70 70 NI2608 20251009 ... 125590 123760 NI
71 71 NI2609 20251009 ... 125660 124310 NI
72 72 SN2510 20251009 ... 284870 278060 SN
73 73 SN2511 20251009 ... 285070 278760 SN
74 74 SN2512 20251009 ... 285420 278700 SN
75 75 SN2601 20251009 ... 285490 278760 SN
76 76 SN2602 20251009 ... 285460 278620 SN
77 77 SN2603 20251009 ... 285280 278480 SN
78 78 SN2604 20251009 ... 284800 279250 SN
79 79 SN2605 20251009 ... 285020 277730 SN
80 80 SN2606 20251009 ... 285390 277860 SN
81 81 SN2607 20251009 ... 284640 278390 SN
82 82 SN2608 20251009 ... 285520 279230 SN
83 83 SN2609 20251009 ... 287820 279080 SN
84 84 AO2510 20251009 ... 2818 2835 AO
85 85 AO2511 20251009 ... 2844 2854 AO
86 86 AO2512 20251009 ... 2860 2868 AO
87 87 AO2601 20251009 ... 2871 2883 AO
88 88 AO2602 20251009 ... 2882 2897 AO
89 89 AO2603 20251009 ... 2949 2966 AO
90 90 AO2604 20251009 ... 2958 2967 AO
91 91 AO2605 20251009 ... 2965 2974 AO
92 92 AO2606 20251009 ... 2972 2980 AO
93 93 AO2607 20251009 ... 2978 2987 AO
94 94 AO2608 20251009 ... 2987 3002 AO
95 95 AO2609 20251009 ... 3000 3017 AO
96 96 AD2511 20251009 ... 20485 20250 AD
97 97 AD2512 20251009 ... 20535 20290 AD
98 98 AD2601 20251009 ... 20610 20330 AD
99 99 AD2602 20251009 ... 20620 20350 AD
100 100 AD2603 20251009 ... 20325 20325 AD
101 101 AD2604 20251009 ... 20360 20310 AD
102 102 AD2605 20251009 ... 20550 20310 AD
103 103 AD2606 20251009 ... 20365 20325 AD
104 104 AD2607 20251009 ... 20510 20510 AD
105 105 AD2608 20251009 ... 20495 20515 AD
106 106 AD2609 20251009 ... 20335 20335 AD
107 107 AU2510 20251009 ... 912.68 870.54 AU
108 108 AU2511 20251009 ... 912.92 871.26 AU
109 109 AU2512 20251009 ... 912.96 872.3 AU
110 110 AU2602 20251009 ... 915.62 875.08 AU
111 111 AU2604 20251009 ... 917.54 876.98 AU
112 112 AU2606 20251009 ... 918.92 879.94 AU
113 113 AU2608 20251009 ... 921.98 880.24 AU
114 114 AU2610 20251009 ... 924.9 885.3 AU
115 115 AG2510 20251009 ... 11193 10901 AG
116 116 AG2511 20251009 ... 11192 10916 AG
117 117 AG2512 20251009 ... 11209 10926 AG
118 118 AG2601 20251009 ... 11217 10935 AG
119 119 AG2602 20251009 ... 11235 10953 AG
120 120 AG2603 20251009 ... 11249 10957 AG
121 121 AG2604 20251009 ... 11256 10964 AG
122 122 AG2605 20251009 ... 11266 10989 AG
123 123 AG2606 20251009 ... 11255 10993 AG
124 124 AG2607 20251009 ... 11284 11015 AG
125 125 AG2608 20251009 ... 11293 11009 AG
126 126 AG2609 20251009 ... 11305 11036 AG
127 127 RB2510 20251009 ... 2998 3001 RB
128 128 RB2511 20251009 ... 3019 3021 RB
129 129 RB2512 20251009 ... 3070 3074 RB
130 130 RB2601 20251009 ... 3087 3090 RB
131 131 RB2602 20251009 ... 3093 3095 RB
132 132 RB2603 20251009 ... 3109 3106 RB
133 133 RB2604 20251009 ... 3131 3130 RB
134 134 RB2605 20251009 ... 3145 3144 RB
135 135 RB2606 20251009 ... 3158 3159 RB
136 136 RB2607 20251009 ... 3175 3177 RB
137 137 RB2608 20251009 ... 3180 3175 RB
138 138 RB2609 20251009 ... 3189 3186 RB
139 139 WR2510 20251009 ... 3069 3069 WR
140 140 WR2511 20251009 ... 3270 3300 WR
141 141 WR2512 20251009 ... 3309 3309 WR
142 142 WR2601 20251009 ... 3320 3307 WR
143 143 WR2602 20251009 ... 3301 3301 WR
144 144 WR2603 20251009 ... 3329 3329 WR
145 145 WR2604 20251009 ... 3339 3339 WR
146 146 WR2605 20251009 ... 3279 3248 WR
147 147 WR2606 20251009 ... 3356 3296 WR
148 148 WR2607 20251009 ... 3390 3390 WR
149 149 WR2608 20251009 ... 3431 3408 WR
150 150 WR2609 20251009 ... 3430 3430 WR
151 151 HC2510 20251009 ... 3352 3380 HC
152 152 HC2511 20251009 ... 3306 3329 HC
153 153 HC2512 20251009 ... 3300 3300 HC
154 154 HC2601 20251009 ... 3273 3274 HC
155 155 HC2602 20251009 ... 3272 3270 HC
156 156 HC2603 20251009 ... 3281 3279 HC
157 157 HC2604 20251009 ... 3286 3279 HC
158 158 HC2605 20251009 ... 3281 3276 HC
159 159 HC2606 20251009 ... 3286 3274 HC
160 160 HC2607 20251009 ... 3294 3291 HC
161 161 HC2608 20251009 ... 3298 3293 HC
162 162 HC2609 20251009 ... 3301 3306 HC
163 163 SS2510 20251009 ... 12600 12650 SS
164 164 SS2511 20251009 ... 12800 12785 SS
165 165 SS2512 20251009 ... 12820 12800 SS
166 166 SS2601 20251009 ... 12890 12865 SS
167 167 SS2602 20251009 ... 12925 12915 SS
168 168 SS2603 20251009 ... 13050 13025 SS
169 169 SS2604 20251009 ... 13115 13105 SS
170 170 SS2605 20251009 ... 13195 13160 SS
171 171 SS2606 20251009 ... 13290 13230 SS
172 172 SS2607 20251009 ... 13320 13280 SS
173 173 SS2608 20251009 ... 13375 13340 SS
174 174 SS2609 20251009 ... 13410 13385 SS
175 175 SC2511 20251009 ... 468.7 480.5 SC
176 176 SC2512 20251009 ... 471.4 482 SC
177 177 SC2601 20251009 ... 471.2 481.6 SC
178 178 SC2602 20251009 ... 470.2 481.1 SC
179 179 SC2603 20251009 ... 469.6 480.5 SC
180 180 SC2604 20251009 ... 469.6 480.4 SC
181 181 SC2605 20251009 ... 470.5 482.3 SC
182 182 SC2606 20251009 ... 468.9 479.5 SC
183 183 SC2607 20251009 ... 470.8 478.7 SC
184 184 SC2608 20251009 ... 469.5 477.6 SC
185 185 SC2609 20251009 ... 470.3 478.3 SC
186 186 SC2610 20251009 ... 471 478.3 SC
187 187 SC2612 20251009 ... 463.8 473.7 SC
188 188 SC2703 20251009 ... 472 472.1 SC
189 189 SC2706 20251009 ... 469.9 473 SC
190 190 SC2709 20251009 ... 469.4 476.2 SC
191 191 SC2712 20251009 ... 465.9 474 SC
192 192 SC2803 20251009 ... 458 475.1 SC
193 193 SC2806 20251009 ... 455.2 465.8 SC
194 194 SC2809 20251009 ... 458.2 465.9 SC
195 195 LU2511 20251009 ... 3329 3402 LU
196 196 LU2512 20251009 ... 3342 3417 LU
197 197 LU2601 20251009 ... 3326 3398 LU
198 198 LU2602 20251009 ... 3318 3400 LU
199 199 LU2603 20251009 ... 3327 3375 LU
200 200 LU2604 20251009 ... 3300 3371 LU
201 201 LU2605 20251009 ... 3278 3358 LU
202 202 LU2606 20251009 ... 3289 3361 LU
203 203 LU2607 20251009 ... 3276 3353 LU
204 204 LU2608 20251009 ... 3271 3329 LU
205 205 LU2609 20251009 ... 3267 3317 LU
206 206 LU2610 20251009 ... 3267 3317 LU
207 207 FU2511 20251009 ... 2935 2995 FU
208 208 FU2512 20251009 ... 2851 2911 FU
209 209 FU2601 20251009 ... 2813 2870 FU
210 210 FU2602 20251009 ... 2786 2846 FU
211 211 FU2603 20251009 ... 2780 2833 FU
212 212 FU2604 20251009 ... 2773 2822 FU
213 213 FU2605 20251009 ... 2761 2807 FU
214 214 FU2606 20251009 ... 2752 2791 FU
215 215 FU2607 20251009 ... 2727 2764 FU
216 216 FU2608 20251009 ... 2702 2732 FU
217 217 FU2609 20251009 ... 2691 2718 FU
218 218 FU2610 20251009 ... 2686 2718 FU
219 219 BU2510 20251009 ... 3470 3444 BU
220 220 BU2511 20251009 ... 3376 3427 BU
221 221 BU2512 20251009 ... 3327 3378 BU
222 222 BU2601 20251009 ... 3307 3359 BU
223 223 BU2602 20251009 ... 3314 3366 BU
224 224 BU2603 20251009 ... 3323 3365 BU
225 225 BU2604 20251009 ... 3319 3368 BU
226 226 BU2605 20251009 ... 3328 3374 BU
227 227 BU2606 20251009 ... 3328 3369 BU
228 228 BU2607 20251009 ... 3331 3381 BU
229 229 BU2608 20251009 ... 3356 3378 BU
230 230 BU2609 20251009 ... 3316 3368 BU
231 231 BU2612 20251009 ... 3270 3308 BU
232 232 BU2703 20251009 ... 3276 3311 BU
233 233 BU2706 20251009 ... 3282 3306 BU
234 234 BU2709 20251009 ... 3300 3299 BU
235 235 BR2510 20251009 ... 11310 11230 BR
236 236 BR2511 20251009 ... 11260 11175 BR
237 237 BR2512 20251009 ... 11235 11165 BR
238 238 BR2601 20251009 ... 11225 11165 BR
239 239 BR2602 20251009 ... 11245 11170 BR
240 240 BR2603 20251009 ... 11265 11170 BR
241 241 BR2604 20251009 ... 11195 11175 BR
242 242 BR2605 20251009 ... 11295 11235 BR
243 243 BR2606 20251009 ... 11345 11270 BR
244 244 BR2607 20251009 ... 11415 11375 BR
245 245 BR2608 20251009 ... 11460 11410 BR
246 246 BR2609 20251009 ... 11505 11355 BR
247 247 RU2510 20251009 ... 14535 14265 RU
248 248 RU2511 20251009 ... 14485 14365 RU
249 249 RU2601 20251009 ... 15325 15180 RU
250 250 RU2603 20251009 ... 15345 15155 RU
251 251 RU2604 20251009 ... 15290 15150 RU
252 252 RU2605 20251009 ... 15290 15165 RU
253 253 RU2606 20251009 ... 15270 15175 RU
254 254 RU2607 20251009 ... 15370 15150 RU
255 255 RU2608 20251009 ... 15300 15095 RU
256 256 RU2609 20251009 ... 15315 15145 RU
257 257 NR2510 20251009 ... 12220 12200 NR
258 258 NR2511 20251009 ... 12385 12240 NR
259 259 NR2512 20251009 ... 12385 12255 NR
260 260 NR2601 20251009 ... 12410 12285 NR
261 261 NR2602 20251009 ... 12400 12260 NR
262 262 NR2603 20251009 ... 12390 12280 NR
263 263 NR2604 20251009 ... 12390 12285 NR
264 264 NR2605 20251009 ... 12425 12350 NR
265 265 NR2606 20251009 ... 12470 12415 NR
266 266 NR2607 20251009 ... 12535 12535 NR
267 267 NR2608 20251009 ... 12570 12555 NR
268 268 NR2609 20251009 ... 12510 12510 NR
269 269 SP2510 20251009 ... 4808 4808 SP
270 270 SP2511 20251009 ... 4812 4856 SP
271 271 SP2512 20251009 ... 4832 4874 SP
272 272 SP2601 20251009 ... 5108 5142 SP
273 273 SP2602 20251009 ... 5114 5140 SP
274 274 SP2603 20251009 ... 5130 5160 SP
275 275 SP2604 20251009 ... 5140 5168 SP
276 276 SP2605 20251009 ... 5150 5182 SP
277 277 SP2606 20251009 ... 5182 5198 SP
278 278 SP2607 20251009 ... 5170 5194 SP
279 279 SP2608 20251009 ... 5192 5212 SP
280 280 SP2609 20251009 ... 5178 5212 SP
281 281 OP2601 20251009 ... 4214 4232 OP
282 282 OP2602 20251009 ... 4224 4218 OP
283 283 OP2603 20251009 ... 4222 4258 OP
284 284 OP2604 20251009 ... 4268 4276 OP
285 285 OP2605 20251009 ... 4266 4266 OP
286 286 OP2606 20251009 ... 4234 4236 OP
287 287 OP2607 20251009 ... 4238 4238 OP
288 288 OP2608 20251009 ... 4248 4238 OP
289 289 OP2609 20251009 ... 4266 4330 OP
290 290 EC2510 20251009 ... 1112.5 1122.1 EC
291 291 EC2512 20251009 ... 1620.2 1719.1 EC
292 292 EC2602 20251009 ... 1410.9 1628.2 EC
293 293 EC2604 20251009 ... 1108.4 1243.6 EC
294 294 EC2606 20251009 ... 1294.6 1445.6 EC
295 295 EC2608 20251009 ... 1415.5 1595.7 EC
296 296 SC_TAS2511 20251009 ... SC_TAS
297 297 SC_TAS2512 20251009 ... SC_TAS
298 298 SC_TAS2601 20251009 ... SC_TAS
299 299 SC_TAS2602 20251009 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 16:25:41,577 - future_1d - INFO - ak.get_shfe_daily('2025-10-09') done
2025-10-17 16:25:43,441 - future_1d - INFO - save future_daily 2025-10-09 completed
symbol date open ... settle pre_settle variety
0 a2511 20251010 3960.0 ... 3958.00 3960.0 A
1 a2601 20251010 3972.0 ... 3958.00 3948.0 A
2 a2603 20251010 3971.0 ... 3959.00 3947.0 A
3 a2605 20251010 4008.0 ... 3998.00 3977.0 A
4 a2607 20251010 4000.0 ... 3991.00 3973.0 A
5 a2609 20251010 4002.0 ... 3996.00 3973.0 A
6 b2510 20251010 3611.0 ... 3619.00 3648.0 B
7 b2511 20251010 3628.0 ... 3624.00 3633.0 B
8 b2512 20251010 3646.0 ... 3649.00 3647.0 B
9 b2601 20251010 3650.0 ... 3651.00 3647.0 B
10 b2602 20251010 3662.0 ... 3660.00 3655.0 B
11 b2603 20251010 3626.0 ... 3623.00 3621.0 B
12 b2604 20251010 3531.0 ... 3530.00 3521.0 B
13 b2605 20251010 3460.0 ... 3464.00 3450.0 B
14 b2606 20251010 3433.0 ... 3439.00 3423.0 B
15 b2607 20251010 3434.0 ... 3441.00 3427.0 B
16 b2608 20251010 3526.0 ... 3533.00 3520.0 B
17 b2609 20251010 3563.0 ... 3567.00 3553.0 B
18 bb2511 20251010 135.0 ... 139.40 141.6 BB
19 bb2601 20251010 148.0 ... 147.05 147.0 BB
20 bb2603 20251010 146.9 ... 147.05 147.1 BB
21 bb2605 20251010 147.5 ... 147.25 146.8 BB
22 bb2607 20251010 0.0 ... 152.15 151.7 BB
23 bb2609 20251010 0.0 ... 152.15 151.7 BB
24 bz2603 20251010 5743.0 ... 5733.00 5732.0 BZ
25 bz2604 20251010 5749.0 ... 5706.00 5696.0 BZ
26 bz2605 20251010 5770.0 ... 5731.00 5683.0 BZ
27 bz2606 20251010 0.0 ... 5672.00 5672.0 BZ
28 bz2607 20251010 5747.0 ... 5747.00 5681.0 BZ
29 bz2608 20251010 5736.0 ... 5736.00 5657.0 BZ
30 bz2609 20251010 0.0 ... 5835.00 5874.0 BZ
31 c2511 20251010 2136.0 ... 2131.00 2136.0 C
32 c2601 20251010 2125.0 ... 2125.00 2122.0 C
33 c2603 20251010 2139.0 ... 2139.00 2135.0 C
34 c2605 20251010 2201.0 ... 2202.00 2197.0 C
35 c2607 20251010 2211.0 ... 2214.00 2210.0 C
36 c2609 20251010 2228.0 ... 2228.00 2226.0 C
37 cs2511 20251010 2429.0 ... 2428.00 2438.0 CS
38 cs2601 20251010 2436.0 ... 2433.00 2440.0 CS
39 cs2603 20251010 2449.0 ... 2443.00 2448.0 CS
40 cs2605 20251010 2536.0 ... 2531.00 2535.0 CS
41 cs2607 20251010 2540.0 ... 2536.00 2541.0 CS
42 cs2609 20251010 2582.0 ... 2579.00 2577.0 CS
43 eb2510 20251010 6719.0 ... 6699.00 6705.0 EB
44 eb2511 20251010 6810.0 ... 6782.00 6787.0 EB
45 eb2512 20251010 6819.0 ... 6796.00 6801.0 EB
46 eb2601 20251010 6859.0 ... 6824.00 6825.0 EB
47 eb2602 20251010 6903.0 ... 6857.00 6864.0 EB
48 eb2603 20251010 6939.0 ... 6903.00 6906.0 EB
49 eb2604 20251010 6988.0 ... 6953.00 6946.0 EB
50 eb2605 20251010 7013.0 ... 6981.00 6975.0 EB
51 eb2606 20251010 7000.0 ... 6957.00 6980.0 EB
52 eb2607 20251010 6945.0 ... 6945.00 6959.0 EB
53 eb2608 20251010 7024.0 ... 6987.00 6997.0 EB
54 eb2609 20251010 0.0 ... 7018.00 7018.0 EB
55 eg2510 20251010 4212.0 ... 4197.00 4173.0 EG
56 eg2511 20251010 4156.0 ... 4147.00 4156.0 EG
57 eg2512 20251010 4163.0 ... 4132.00 4134.0 EG
58 eg2601 20251010 4165.0 ... 4137.00 4145.0 EG
59 eg2602 20251010 4150.0 ... 4133.00 4143.0 EG
60 eg2603 20251010 4160.0 ... 4128.00 4181.0 EG
61 eg2604 20251010 4238.0 ... 4210.00 4197.0 EG
62 eg2605 20251010 4243.0 ... 4208.00 4224.0 EG
63 eg2606 20251010 4254.0 ... 4211.00 4225.0 EG
64 eg2607 20251010 4269.0 ... 4228.00 4300.0 EG
65 eg2608 20251010 4239.0 ... 4233.00 4285.0 EG
66 eg2609 20251010 4289.0 ... 4267.00 4259.0 EG
67 fb2510 20251010 0.0 ... 1252.00 1252.0 FB
68 fb2511 20251010 1263.0 ... 1265.00 1265.5 FB
69 fb2512 20251010 1263.5 ... 1261.50 1257.0 FB
70 fb2601 20251010 1260.0 ... 1262.50 1260.0 FB
71 fb2602 20251010 1267.0 ... 1268.00 1264.5 FB
72 fb2603 20251010 1259.0 ... 1260.50 1256.0 FB
73 fb2604 20251010 1263.5 ... 1265.00 1270.5 FB
74 fb2605 20251010 0.0 ... 1299.00 1299.0 FB
75 fb2606 20251010 0.0 ... 1276.50 1276.5 FB
76 fb2607 20251010 0.0 ... 1302.50 1302.5 FB
77 fb2608 20251010 0.0 ... 1308.00 1308.0 FB
78 fb2609 20251010 0.0 ... 1296.00 1296.0 FB
79 i2510 20251010 816.0 ... 816.00 802.0 I
80 i2511 20251010 812.0 ... 811.50 804.0 I
81 i2512 20251010 804.5 ... 804.50 797.0 I
82 i2601 20251010 795.5 ... 795.50 787.0 I
83 i2602 20251010 790.5 ... 790.50 783.0 I
84 i2603 20251010 785.5 ... 786.00 777.0 I
85 i2604 20251010 781.5 ... 781.50 775.0 I
86 i2605 20251010 775.0 ... 774.50 765.5 I
87 i2606 20251010 768.5 ... 768.50 761.0 I
88 i2607 20251010 764.0 ... 763.50 757.0 I
89 i2608 20251010 759.5 ... 759.00 752.5 I
90 i2609 20251010 751.0 ... 754.00 745.5 I
91 j2510 20251010 1600.5 ... 1600.50 1600.5 J
92 j2511 20251010 1602.0 ... 1603.00 1580.0 J
93 j2512 20251010 1629.5 ... 1633.50 1611.0 J
94 j2601 20251010 1646.5 ... 1661.50 1636.0 J
95 j2602 20251010 1690.0 ... 1692.00 1669.5 J
96 j2603 20251010 0.0 ... 1707.50 1698.0 J
97 j2604 20251010 1797.5 ... 1797.50 1766.0 J
98 j2605 20251010 1810.0 ... 1813.50 1787.0 J
99 j2606 20251010 1832.5 ... 1833.50 1817.0 J
100 j2607 20251010 0.0 ... 1833.50 1833.5 J
101 j2608 20251010 1853.5 ... 1865.00 1853.5 J
102 j2609 20251010 1904.0 ... 1905.00 1879.0 J
103 jd2510 20251010 2500.0 ... 2592.00 2676.0 JD
104 jd2511 20251010 2870.0 ... 2836.00 2871.0 JD
105 jd2512 20251010 3050.0 ... 2983.00 3055.0 JD
106 jd2601 20251010 3255.0 ... 3189.00 3254.0 JD
107 jd2602 20251010 3060.0 ... 3044.00 3059.0 JD
108 jd2603 20251010 3114.0 ... 3103.00 3103.0 JD
109 jd2604 20251010 3232.0 ... 3240.00 3229.0 JD
110 jd2605 20251010 3405.0 ... 3415.00 3398.0 JD
111 jd2606 20251010 3269.0 ... 3274.00 3244.0 JD
112 jd2607 20251010 3501.0 ... 3515.00 3480.0 JD
113 jd2608 20251010 3963.0 ... 3974.00 3951.0 JD
114 jd2609 20251010 3840.0 ... 3857.00 3819.0 JD
115 jm2510 20251010 974.5 ... 968.00 953.5 JM
116 jm2511 20251010 1027.5 ... 1016.50 1008.0 JM
117 jm2512 20251010 1096.5 ... 1092.00 1075.5 JM
118 jm2601 20251010 1170.0 ... 1165.00 1147.0 JM
119 jm2602 20251010 1200.0 ... 1195.00 1173.0 JM
120 jm2603 20251010 1224.0 ... 1217.00 1195.5 JM
121 jm2604 20251010 1242.0 ... 1238.50 1216.0 JM
122 jm2605 20251010 1268.0 ... 1262.00 1241.5 JM
123 jm2606 20251010 1290.0 ... 1282.00 1268.5 JM
124 jm2607 20251010 1306.0 ... 1303.00 1286.5 JM
125 jm2608 20251010 1327.0 ... 1327.00 1313.0 JM
126 jm2609 20251010 1354.5 ... 1347.00 1326.5 JM
127 l2510 20251010 6986.0 ... 6989.00 6992.0 L
128 l2511 20251010 7018.0 ... 7032.00 7039.0 L
129 l2512 20251010 7062.0 ... 7044.00 7059.0 L
130 l2601 20251010 7075.0 ... 7052.00 7073.0 L
131 l2602 20251010 7072.0 ... 7042.00 7060.0 L
132 l2603 20251010 7084.0 ... 7057.00 7071.0 L
133 l2604 20251010 7122.0 ... 7099.00 7117.0 L
134 l2605 20251010 7115.0 ... 7084.00 7106.0 L
135 l2606 20251010 7115.0 ... 7079.00 7112.0 L
136 l2607 20251010 7145.0 ... 7106.00 7128.0 L
137 l2608 20251010 7168.0 ... 7145.00 7146.0 L
138 l2609 20251010 7164.0 ... 7134.00 7150.0 L
139 lg2511 20251010 830.0 ... 825.00 826.5 LG
140 lg2601 20251010 826.0 ... 827.50 823.5 LG
141 lg2603 20251010 833.5 ... 830.50 829.5 LG
142 lg2605 20251010 831.5 ... 832.50 830.0 LG
143 lg2607 20251010 833.0 ... 834.00 831.5 LG
144 lg2609 20251010 833.5 ... 833.00 830.5 LG
145 lh2511 20251010 11580.0 ... 11455.00 11695.0 LH
146 lh2601 20251010 12155.0 ... 12215.00 12235.0 LH
147 lh2603 20251010 11950.0 ... 11985.00 12035.0 LH
148 lh2605 20251010 12410.0 ... 12505.00 12480.0 LH
149 lh2607 20251010 13180.0 ... 13260.00 13180.0 LH
150 lh2609 20251010 13875.0 ... 13895.00 13850.0 LH
151 m2511 20251010 2907.0 ... 2897.00 2909.0 M
152 m2512 20251010 2953.0 ... 2937.00 2947.0 M
153 m2601 20251010 2938.0 ... 2924.00 2934.0 M
154 m2603 20251010 2906.0 ... 2899.00 2899.0 M
155 m2605 20251010 2750.0 ... 2755.00 2751.0 M
156 m2607 20251010 2737.0 ... 2738.00 2733.0 M
157 m2608 20251010 2856.0 ... 2863.00 2854.0 M
158 m2609 20251010 2859.0 ... 2867.00 2858.0 M
159 p2510 20251010 9408.0 ... 9416.00 9422.0 P
160 p2511 20251010 9462.0 ... 9382.00 9416.0 P
161 p2512 20251010 9512.0 ... 9444.00 9476.0 P
162 p2601 20251010 9570.0 ... 9488.00 9512.0 P
163 p2602 20251010 9558.0 ... 9472.00 9486.0 P
164 p2603 20251010 9514.0 ... 9436.00 9456.0 P
165 p2604 20251010 9446.0 ... 9384.00 9374.0 P
166 p2605 20251010 9350.0 ... 9294.00 9298.0 P
167 p2606 20251010 9260.0 ... 9200.00 9200.0 P
168 p2607 20251010 9148.0 ... 9090.00 9068.0 P
169 p2608 20251010 9014.0 ... 9038.00 8992.0 P
170 p2609 20251010 8900.0 ... 8926.00 8846.0 P
171 pg2510 20251010 4248.0 ... 4248.00 4277.0 PG
172 pg2511 20251010 4079.0 ... 4063.00 4078.0 PG
173 pg2512 20251010 3973.0 ... 3982.00 4000.0 PG
174 pg2601 20251010 3923.0 ... 3927.00 3945.0 PG
175 pg2602 20251010 3883.0 ... 3870.00 3883.0 PG
176 pg2603 20251010 3809.0 ... 3811.00 3822.0 PG
177 pg2604 20251010 4186.0 ... 4148.00 4215.0 PG
178 pg2605 20251010 4122.0 ... 4110.00 4128.0 PG
179 pg2606 20251010 4073.0 ... 4062.00 4075.0 PG
180 pg2607 20251010 4014.0 ... 4011.00 4005.0 PG
181 pg2608 20251010 3972.0 ... 3967.00 3955.0 PG
182 pg2609 20251010 3920.0 ... 3932.00 3919.0 PG
183 pp2510 20251010 6639.0 ... 6630.00 6642.0 PP
184 pp2511 20251010 6668.0 ... 6664.00 6684.0 PP
185 pp2512 20251010 6721.0 ... 6701.00 6719.0 PP
186 pp2601 20251010 6745.0 ... 6734.00 6750.0 PP
187 pp2602 20251010 6752.0 ... 6723.00 6743.0 PP
188 pp2603 20251010 6736.0 ... 6721.00 6736.0 PP
189 pp2604 20251010 6757.0 ... 6751.00 6759.0 PP
190 pp2605 20251010 6794.0 ... 6779.00 6801.0 PP
191 pp2606 20251010 6751.0 ... 6743.00 6759.0 PP
192 pp2607 20251010 6765.0 ... 6740.00 6747.0 PP
193 pp2608 20251010 6798.0 ... 6779.00 6794.0 PP
194 pp2609 20251010 6827.0 ... 6802.00 6835.0 PP
195 rr2510 20251010 0.0 ... 3612.00 3612.0 RR
196 rr2511 20251010 3624.0 ... 3627.00 3619.0 RR
197 rr2512 20251010 3594.0 ... 3605.00 3596.0 RR
198 rr2601 20251010 3633.0 ... 3634.00 3626.0 RR
199 rr2602 20251010 3620.0 ... 3618.00 3611.0 RR
200 rr2603 20251010 3618.0 ... 3617.00 3613.0 RR
201 rr2604 20251010 3621.0 ... 3623.00 3621.0 RR
202 rr2605 20251010 3617.0 ... 3617.00 3609.0 RR
203 rr2606 20251010 3620.0 ... 3615.00 3608.0 RR
204 rr2607 20251010 3608.0 ... 3617.00 3609.0 RR
205 rr2608 20251010 3578.0 ... 3620.00 3614.0 RR
206 rr2609 20251010 3592.0 ... 3626.00 3630.0 RR
207 v2510 20251010 4660.0 ... 4625.00 4634.0 V
208 v2511 20251010 4675.0 ... 4665.00 4667.0 V
209 v2512 20251010 4714.0 ... 4706.00 4704.0 V
210 v2601 20251010 4770.0 ... 4754.00 4755.0 V
211 v2602 20251010 4808.0 ... 4790.00 4805.0 V
212 v2603 20251010 4844.0 ... 4825.00 4839.0 V
213 v2604 20251010 5074.0 ... 5025.00 5049.0 V
214 v2605 20251010 5102.0 ... 5072.00 5085.0 V
215 v2606 20251010 5152.0 ... 5104.00 5119.0 V
216 v2607 20251010 5161.0 ... 5147.00 5153.0 V
217 v2608 20251010 5216.0 ... 5171.00 5195.0 V
218 v2609 20251010 5240.0 ... 5212.00 5231.0 V
219 y2511 20251010 8316.0 ... 8326.00 8290.0 Y
220 y2512 20251010 8362.0 ... 8370.00 8342.0 Y
221 y2601 20251010 8324.0 ... 8324.00 8294.0 Y
222 y2603 20251010 8270.0 ... 8266.00 8226.0 Y
223 y2605 20251010 8068.0 ... 8068.00 8044.0 Y
224 y2607 20251010 8036.0 ... 8014.00 7978.0 Y
225 y2608 20251010 8042.0 ... 8024.00 7988.0 Y
226 y2609 20251010 8004.0 ... 7988.00 7954.0 Y
[227 rows x 12 columns]
2025-10-17 16:25:50,486 - future_1d - INFO - ak.get_dce_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 IC2510 20251010 7491.000 ... 7389.600 7531.400 IC
1 IC2511 20251010 7439.000 ... 7320.000 7471.600 IC
2 IC2512 20251010 7398.800 ... 7272.600 7432.800 IC
3 IC2603 20251010 7230.000 ... 7109.200 7272.200 IC
4 IF2510 20251010 4673.400 ... 4615.200 4712.000 IF
5 IF2511 20251010 4673.800 ... 4603.600 4703.200 IF
6 IF2512 20251010 4664.000 ... 4593.200 4694.400 IF
7 IF2603 20251010 4647.400 ... 4571.200 4672.600 IF
8 IH2510 20251010 3002.000 ... 2974.000 3022.800 IH
9 IH2511 20251010 3004.800 ... 2973.200 3022.200 IH
10 IH2512 20251010 3010.000 ... 2973.200 3024.200 IH
11 IH2603 20251010 3008.400 ... 2972.600 3023.800 IH
12 IM2510 20251010 7579.600 ... 7519.600 7618.800 IM
13 IM2511 20251010 7508.000 ... 7427.400 7539.400 IM
14 IM2512 20251010 7415.000 ... 7346.400 7467.800 IM
15 IM2603 20251010 7207.400 ... 7127.400 7248.800 IM
16 T2512 20251010 108.075 ... 107.960 108.050 T
17 T2603 20251010 107.765 ... 107.665 107.730 T
18 T2606 20251010 107.600 ... 107.535 107.615 T
19 TF2512 20251010 105.750 ... 105.655 105.750 TF
20 TF2603 20251010 105.625 ... 105.555 105.610 TF
21 TF2606 20251010 105.660 ... 105.575 105.625 TF
22 TL2512 20251010 114.590 ... 114.020 114.530 TL
23 TL2603 20251010 114.280 ... 113.690 114.180 TL
24 TL2606 20251010 114.240 ... 113.610 114.140 TL
25 TS2512 20251010 102.410 ... 102.352 102.410 TS
26 TS2603 20251010 102.304 ... 102.264 102.304 TS
27 TS2606 20251010 102.332 ... 102.324 102.356 TS
[28 rows x 12 columns]
2025-10-17 16:25:50,657 - future_1d - INFO - ak.get_cffex_daily('2025-10-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251010 471 472.1 ... 3161391.79 466.2 468.7 SC
1 SC2512 20251010 473.9 474.5 ... 1414802.69 468.5 471.4 SC
2 SC2601 20251010 472 474.2 ... 316812.66 468.3 471.2 SC
3 SC2602 20251010 471.5 473.5 ... 41816.12 468.2 470.2 SC
4 SC2603 20251010 471.6 472.6 ... 16896.19 466.7 469.6 SC
5 SC2604 20251010 471.7 471.9 ... 6755.64 465.9 469.6 SC
6 SC2605 20251010 471 471.6 ... 7499.8 465.8 470.5 SC
7 SC2606 20251010 469.6 472.2 ... 12110.07 465.7 468.9 SC
8 SC2607 20251010 468.6 469.6 ... 234.08 468.1 470.8 SC
9 SC2608 20251010 465.3 465.7 ... 325.13 464.4 469.5 SC
10 SC2609 20251010 467.8 468.5 ... 1257.95 465.9 470.3 SC
11 SC2610 20251010 ... 0 464.9 471 SC
12 SC2612 20251010 469.5 469.6 ... 697.54 465 463.8 SC
13 SC2703 20251010 465.5 465.5 ... 185.71 464.2 472 SC
14 SC2706 20251010 ... 0 466 469.9 SC
15 SC2709 20251010 468.3 468.3 ... 277.98 463.3 469.4 SC
16 SC2712 20251010 ... 0 461.8 465.9 SC
17 SC2803 20251010 ... 0 458 458 SC
18 SC2806 20251010 456 458.2 ... 1096.03 456.6 455.2 SC
19 SC2809 20251010 456.9 460 ... 1465.01 457.8 458.2 SC
21 LU2511 20251010 3374 3378 ... 76172.122 3327 3329 LU
22 LU2512 20251010 3370 3371 ... 245365.822 3332 3342 LU
23 LU2601 20251010 3330 3353 ... 87812.969 3313 3326 LU
24 LU2602 20251010 3329 3341 ... 5574.851 3304 3318 LU
25 LU2603 20251010 3317 3336 ... 574.808 3303 3327 LU
26 LU2604 20251010 3282 3282 ... 13.109 3277 3300 LU
27 LU2605 20251010 3295 3295 ... 16.432 3286 3278 LU
28 LU2606 20251010 3277 3277 ... 26.046 3255 3289 LU
29 LU2607 20251010 3262 3262 ... 16.298 3259 3276 LU
30 LU2608 20251010 3260 3264 ... 39.088 3257 3271 LU
31 LU2609 20251010 3285 3285 ... 104.254 3257 3267 LU
32 LU2610 20251010 3260 3267 ... 35.86 3260 3267 LU
34 NR2510 20251010 12395 12395 ... 985.15 12310 12220 NR
35 NR2511 20251010 12465 12520 ... 703184.165 12395 12385 NR
36 NR2512 20251010 12475 12510 ... 427964.625 12400 12385 NR
37 NR2601 20251010 12485 12510 ... 142685.735 12400 12410 NR
38 NR2602 20251010 12420 12475 ... 3390.01 12370 12400 NR
39 NR2603 20251010 12400 12450 ... 2801.655 12395 12390 NR
40 NR2604 20251010 12400 12420 ... 445.705 12380 12390 NR
41 NR2605 20251010 12440 12450 ... 310.28 12410 12425 NR
42 NR2606 20251010 12475 12480 ... 62.07 12410 12470 NR
43 NR2607 20251010 12490 12490 ... 12.49 12490 12535 NR
44 NR2608 20251010 12535 12535 ... 12.535 12535 12570 NR
45 NR2609 20251010 ... 0 12510 12510 NR
47 BC2510 20251010 ... 0 76060 76060 BC
48 BC2511 20251010 77620 78240 ... 613583.705 77210 76560 BC
49 BC2512 20251010 77520 78310 ... 51169.195 77230 76870 BC
50 BC2601 20251010 77430 77780 ... 270.04 77150 76900 BC
51 BC2602 20251010 ... 0 76900 76900 BC
52 BC2603 20251010 ... 0 77470 77470 BC
53 BC2604 20251010 ... 0 77000 77000 BC
54 BC2605 20251010 ... 0 75900 75900 BC
55 BC2606 20251010 ... 0 75880 75880 BC
56 BC2607 20251010 77070 77300 ... 1191.175 76850 75800 BC
57 BC2608 20251010 ... 0 75800 75800 BC
58 BC2609 20251010 ... 0 75710 75710 BC
60 EC2510 20251010 1118.8 1138 ... 36438.1725 1125.5 1112.5 EC
61 EC2512 20251010 1670 1670 ... 252613.195 1605.1 1620.2 EC
62 EC2602 20251010 1385 1399 ... 48909.9605 1365.4 1410.9 EC
63 EC2604 20251010 1089.9 1119.9 ... 27926.309 1084.9 1108.4 EC
64 EC2606 20251010 1260.9 1290.8 ... 3233.508 1268 1294.6 EC
65 EC2608 20251010 1405 1422 ... 2824.423 1405.1 1415.5 EC
68 SC_TAS2511 20251010 ... SC_TAS
69 SC_TAS2512 20251010 ... SC_TAS
70 SC_TAS2601 20251010 ... SC_TAS
71 SC_TAS2602 20251010 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 16:25:50,723 - future_1d - INFO - ak.get_ine_daily('2025-10-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251010 9010.0 9175.0 ... 108.45 9037.0 9056.0 AP
1 AP511 20251010 8714.0 8796.0 ... 14449.55 8747.0 8692.0 AP
2 AP512 20251010 8648.0 8727.0 ... 4961.44 8689.0 8655.0 AP
3 AP601 20251010 8683.0 8788.0 ... 874039.85 8721.0 8691.0 AP
4 AP603 20251010 8521.0 8636.0 ... 2556.79 8580.0 8527.0 AP
5 AP604 20251010 8516.0 8633.0 ... 1134.18 8592.0 8517.0 AP
6 AP605 20251010 8563.0 8694.0 ... 44339.02 8640.0 8564.0 AP
7 CF511 20251010 13250.0 13415.0 ... 121951.45 13340.0 13255.0 CF
8 CF601 20251010 13295.0 13420.0 ... 2287632.70 13355.0 13290.0 CF
9 CF603 20251010 13300.0 13430.0 ... 191533.79 13335.0 13295.0 CF
10 CF605 20251010 13340.0 13465.0 ... 418980.92 13405.0 13330.0 CF
11 CF607 20251010 13440.0 13490.0 ... 1491.33 13435.0 13360.0 CF
12 CF609 20251010 13535.0 13645.0 ... 3085.34 13590.0 13515.0 CF
13 CJ512 20251010 10930.0 11135.0 ... 10691.61 11015.0 10805.0 CJ
14 CJ601 20251010 11000.0 11230.0 ... 1590993.41 11110.0 10895.0 CJ
15 CJ603 20251010 10935.0 11175.0 ... 23433.48 11060.0 10845.0 CJ
16 CJ605 20251010 11045.0 11285.0 ... 255976.02 11170.0 10955.0 CJ
17 CJ607 20251010 11140.0 11335.0 ... 3709.49 11225.0 11035.0 CJ
18 CJ609 20251010 11255.0 11440.0 ... 2579.58 11365.0 11165.0 CJ
19 CY510 20251010 0.0 0.0 ... 0.00 19515.0 19480.0 CY
20 CY511 20251010 19520.0 19805.0 ... 48797.19 19725.0 19470.0 CY
21 CY512 20251010 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251010 19350.0 19490.0 ... 113179.57 19415.0 19380.0 CY
23 CY602 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251010 19300.0 19700.0 ... 146.69 19560.0 19450.0 CY
25 CY604 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251010 19675.0 19680.0 ... 137.04 19575.0 19475.0 CY
27 CY606 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251010 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251010 0.0 0.0 ... 0.00 19335.0 19335.0 CY
30 CY609 20251010 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251010 0.0 0.0 ... 0.00 1099.0 1101.0 FG
32 FG511 20251010 1119.0 1130.0 ... 89279.98 1117.0 1107.0 FG
33 FG512 20251010 1232.0 1249.0 ... 89524.47 1230.0 1220.0 FG
34 FG601 20251010 1224.0 1245.0 ... 5224223.26 1224.0 1215.0 FG
35 FG602 20251010 1285.0 1304.0 ... 45666.38 1282.0 1272.0 FG
36 FG603 20251010 1287.0 1306.0 ... 84022.33 1288.0 1276.0 FG
37 FG604 20251010 1354.0 1371.0 ... 1693.14 1355.0 1335.0 FG
38 FG605 20251010 1340.0 1371.0 ... 254349.80 1351.0 1334.0 FG
39 FG606 20251010 1374.0 1400.0 ... 1151.48 1384.0 1369.0 FG
40 FG607 20251010 1365.0 1391.0 ... 2545.67 1372.0 1356.0 FG
41 FG608 20251010 1410.0 1429.0 ... 1116.02 1416.0 1400.0 FG
42 FG609 20251010 1405.0 1431.0 ... 8066.61 1417.0 1403.0 FG
43 JR511 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251010 2205.0 2210.0 ... 641.34 2204.0 2202.0 MA
52 MA511 20251010 2241.0 2255.0 ... 35444.98 2243.0 2245.0 MA
53 MA512 20251010 2265.0 2288.0 ... 85770.82 2270.0 2276.0 MA
54 MA601 20251010 2290.0 2308.0 ... 1307251.87 2295.0 2298.0 MA
55 MA602 20251010 2320.0 2341.0 ... 60599.22 2326.0 2325.0 MA
56 MA603 20251010 2339.0 2363.0 ... 134219.75 2347.0 2350.0 MA
57 MA604 20251010 2362.0 2372.0 ... 94.41 2360.0 2360.0 MA
58 MA605 20251010 2349.0 2362.0 ... 137736.49 2346.0 2355.0 MA
59 MA606 20251010 2371.0 2372.0 ... 77.58 2351.0 2358.0 MA
60 MA607 20251010 2349.0 2354.0 ... 112.39 2341.0 2336.0 MA
61 MA608 20251010 2341.0 2353.0 ... 42.25 2347.0 2345.0 MA
62 MA609 20251010 2323.0 2333.0 ... 1696.86 2321.0 2325.0 MA
63 OI511 20251010 10422.0 10422.0 ... 172389.98 10308.0 10352.0 OI
64 OI601 20251010 10238.0 10247.0 ... 2813643.22 10138.0 10197.0 OI
65 OI603 20251010 10003.0 10017.0 ... 256188.87 9916.0 9966.0 OI
66 OI605 20251010 9720.0 9735.0 ... 171151.48 9652.0 9683.0 OI
67 OI607 20251010 9625.0 9639.0 ... 917.66 9559.0 9613.0 OI
68 OI609 20251010 9566.0 9585.0 ... 1988.10 9512.0 9547.0 OI
69 PF510 20251010 6206.0 6206.0 ... 127.09 6200.0 6250.0 PF
70 PF511 20251010 6292.0 6300.0 ... 508421.02 6228.0 6274.0 PF
71 PF512 20251010 6232.0 6252.0 ... 503489.98 6184.0 6214.0 PF
72 PF601 20251010 6264.0 6292.0 ... 86086.50 6230.0 6258.0 PF
73 PF602 20251010 6254.0 6262.0 ... 305619.36 6188.0 6236.0 PF
74 PF603 20251010 6242.0 6258.0 ... 154434.07 6184.0 6232.0 PF
75 PF604 20251010 6332.0 6344.0 ... 134.30 6246.0 6288.0 PF
76 PF605 20251010 6320.0 6352.0 ... 219.18 6262.0 6304.0 PF
77 PF606 20251010 6334.0 6334.0 ... 50.24 6280.0 6336.0 PF
78 PF607 20251010 6352.0 6352.0 ... 53.57 6302.0 6330.0 PF
79 PF608 20251010 6372.0 6382.0 ... 41.12 6326.0 6376.0 PF
80 PF609 20251010 6368.0 6400.0 ... 82.66 6360.0 6390.0 PF
81 PK510 20251010 7650.0 7704.0 ... 84.46 7678.0 7620.0 PK
82 PK511 20251010 7702.0 7916.0 ... 774780.16 7816.0 7712.0 PK
83 PK512 20251010 7708.0 7876.0 ... 192816.30 7792.0 7704.0 PK
84 PK601 20251010 7750.0 7910.0 ... 387951.26 7838.0 7748.0 PK
85 PK603 20251010 7804.0 7946.0 ... 34929.62 7886.0 7782.0 PK
86 PK604 20251010 7830.0 7962.0 ... 1580.85 7924.0 7832.0 PK
87 PK605 20251010 7846.0 7976.0 ... 25695.93 7928.0 7840.0 PK
88 PL601 20251010 6231.0 6242.0 ... 67065.51 6205.0 6219.0 PL
89 PL602 20251010 6268.0 6276.0 ... 29438.79 6242.0 6253.0 PL
90 PL603 20251010 6259.0 6259.0 ... 26758.92 6240.0 6257.0 PL
91 PL604 20251010 0.0 0.0 ... 0.00 6239.0 6363.0 PL
92 PL605 20251010 6196.0 6202.0 ... 37.20 6200.0 6216.0 PL
93 PL606 20251010 0.0 0.0 ... 0.00 6290.0 6290.0 PL
94 PL607 20251010 6230.0 6279.0 ... 87.41 6244.0 6267.0 PL
95 PL608 20251010 0.0 0.0 ... 0.00 6429.0 6433.0 PL
96 PL609 20251010 0.0 0.0 ... 0.00 6343.0 6346.0 PL
97 PM511 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251010 0.0 0.0 ... 0.00 5738.0 5738.0 PR
104 PR511 20251010 5762.0 5790.0 ... 108337.35 5734.0 5736.0 PR
105 PR512 20251010 5740.0 5762.0 ... 376097.30 5702.0 5726.0 PR
106 PR601 20251010 5714.0 5740.0 ... 248830.00 5686.0 5714.0 PR
107 PR602 20251010 5774.0 5780.0 ... 43879.78 5712.0 5750.0 PR
108 PR603 20251010 5788.0 5788.0 ... 300.70 5728.0 5768.0 PR
109 PR604 20251010 5836.0 5836.0 ... 155.25 5750.0 5804.0 PR
110 PR605 20251010 5818.0 5852.0 ... 78.29 5800.0 5808.0 PR
111 PR606 20251010 5850.0 5850.0 ... 52.32 5814.0 5844.0 PR
112 PR607 20251010 5846.0 5846.0 ... 34.85 5810.0 5840.0 PR
113 PR608 20251010 5832.0 5832.0 ... 60.79 5790.0 5770.0 PR
114 PR609 20251010 5832.0 5832.0 ... 8.75 5832.0 5870.0 PR
115 PX510 20251010 0.0 0.0 ... 0.00 6458.0 6458.0 PX
116 PX511 20251010 6584.0 6618.0 ... 329009.38 6532.0 6528.0 PX
117 PX512 20251010 6570.0 6592.0 ... 117908.60 6516.0 6518.0 PX
118 PX601 20251010 6554.0 6586.0 ... 276904.22 6508.0 6522.0 PX
119 PX602 20251010 6590.0 6600.0 ... 156948.32 6516.0 6524.0 PX
120 PX603 20251010 6568.0 6596.0 ... 118729.48 6518.0 6516.0 PX
121 PX604 20251010 6534.0 6574.0 ... 19.65 6552.0 6528.0 PX
122 PX605 20251010 6586.0 6610.0 ... 1296.28 6530.0 6542.0 PX
123 PX606 20251010 6582.0 6582.0 ... 19.50 6498.0 6600.0 PX
124 PX607 20251010 6596.0 6596.0 ... 6.55 6552.0 6622.0 PX
125 PX608 20251010 6540.0 6540.0 ... 3.27 6540.0 6624.0 PX
126 PX609 20251010 6532.0 6532.0 ... 3.27 6532.0 6574.0 PX
127 RI511 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251010 2499.0 2507.0 ... 48419.03 2455.0 2491.0 RM
134 RM601 20251010 2431.0 2437.0 ... 714082.80 2406.0 2429.0 RM
135 RM603 20251010 2345.0 2349.0 ... 9708.99 2336.0 2339.0 RM
136 RM605 20251010 2333.0 2341.0 ... 130459.77 2330.0 2330.0 RM
137 RM607 20251010 2323.0 2332.0 ... 5720.82 2322.0 2321.0 RM
138 RM608 20251010 2423.0 2433.0 ... 451.21 2426.0 2424.0 RM
139 RM609 20251010 2412.0 2424.0 ... 2960.46 2415.0 2412.0 RM
140 RS511 20251010 5207.0 5268.0 ... 36.64 5235.0 5223.0 RS
141 RS607 20251010 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251010 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251010 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251010 1163.0 1185.0 ... 3029.77 1164.0 1163.0 SA
145 SA511 20251010 1187.0 1201.0 ... 96198.32 1182.0 1181.0 SA
146 SA512 20251010 1244.0 1265.0 ... 218879.11 1241.0 1240.0 SA
147 SA601 20251010 1255.0 1275.0 ... 3037944.93 1253.0 1251.0 SA
148 SA602 20251010 1294.0 1313.0 ... 118002.86 1289.0 1288.0 SA
149 SA603 20251010 1300.0 1319.0 ... 104183.27 1296.0 1293.0 SA
150 SA604 20251010 1343.0 1361.0 ... 2072.84 1339.0 1335.0 SA
151 SA605 20251010 1350.0 1366.0 ... 184788.30 1347.0 1343.0 SA
152 SA606 20251010 1368.0 1385.0 ... 1292.98 1364.0 1361.0 SA
153 SA607 20251010 1370.0 1386.0 ... 2059.17 1369.0 1363.0 SA
154 SA608 20251010 1413.0 1421.0 ... 874.87 1407.0 1402.0 SA
155 SA609 20251010 1409.0 1427.0 ... 5950.98 1414.0 1407.0 SA
156 SF510 20251010 5312.0 5318.0 ... 6699.86 5310.0 5312.0 SF
157 SF511 20251010 5486.0 5498.0 ... 281033.81 5458.0 5472.0 SF
158 SF512 20251010 5464.0 5476.0 ... 77511.44 5420.0 5448.0 SF
159 SF601 20251010 5460.0 5468.0 ... 179341.33 5422.0 5448.0 SF
160 SF602 20251010 5428.0 5430.0 ... 41247.38 5380.0 5404.0 SF
161 SF603 20251010 5600.0 5608.0 ... 46450.93 5550.0 5580.0 SF
162 SF604 20251010 5536.0 5536.0 ... 8.29 5526.0 5588.0 SF
163 SF605 20251010 5580.0 5586.0 ... 4087.45 5528.0 5564.0 SF
164 SF606 20251010 5514.0 5522.0 ... 203.48 5500.0 5534.0 SF
165 SF607 20251010 5678.0 5678.0 ... 93.55 5670.0 5698.0 SF
166 SF608 20251010 5650.0 5650.0 ... 5.65 5650.0 5682.0 SF
167 SF609 20251010 5668.0 5672.0 ... 73.46 5652.0 5674.0 SF
168 SH510 20251010 2435.0 2435.0 ... 7.31 2435.0 2443.0 SH
169 SH511 20251010 2410.0 2434.0 ... 257270.77 2416.0 2433.0 SH
170 SH512 20251010 2460.0 2492.0 ... 186835.23 2477.0 2479.0 SH
171 SH601 20251010 2455.0 2488.0 ... 2084493.21 2469.0 2469.0 SH
172 SH602 20251010 2484.0 2522.0 ... 224253.25 2507.0 2503.0 SH
173 SH603 20251010 2501.0 2532.0 ... 191772.34 2518.0 2513.0 SH
174 SH604 20251010 2550.0 2577.0 ... 122.95 2561.0 2558.0 SH
175 SH605 20251010 2553.0 2584.0 ... 12285.95 2568.0 2564.0 SH
176 SH606 20251010 2586.0 2593.0 ... 62.16 2590.0 2581.0 SH
177 SH607 20251010 2589.0 2589.0 ... 38.78 2586.0 2569.0 SH
178 SH608 20251010 2603.0 2606.0 ... 78.03 2601.0 2591.0 SH
179 SH609 20251010 2608.0 2615.0 ... 109.61 2610.0 2606.0 SH
180 SM510 20251010 5632.0 5632.0 ... 416.70 5632.0 5646.0 SM
181 SM511 20251010 5768.0 5780.0 ... 33587.93 5752.0 5746.0 SM
182 SM512 20251010 5780.0 5780.0 ... 58649.71 5754.0 5748.0 SM
183 SM601 20251010 5776.0 5788.0 ... 362808.98 5760.0 5756.0 SM
184 SM602 20251010 5790.0 5796.0 ... 68372.84 5768.0 5760.0 SM
185 SM603 20251010 5798.0 5808.0 ... 86744.69 5780.0 5774.0 SM
186 SM604 20251010 0.0 0.0 ... 0.00 5794.0 5794.0 SM
187 SM605 20251010 5810.0 5828.0 ... 13341.48 5796.0 5796.0 SM
188 SM606 20251010 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251010 5824.0 5824.0 ... 23.27 5820.0 5810.0 SM
190 SM608 20251010 5836.0 5836.0 ... 2.92 5836.0 5848.0 SM
191 SM609 20251010 5850.0 5850.0 ... 405.82 5840.0 5842.0 SM
192 SR511 20251010 5551.0 5577.0 ... 47970.47 5553.0 5552.0 SR
193 SR601 20251010 5521.0 5537.0 ... 941782.45 5517.0 5517.0 SR
194 SR603 20251010 5506.0 5520.0 ... 151560.30 5502.0 5507.0 SR
195 SR605 20251010 5490.0 5500.0 ... 70819.69 5485.0 5481.0 SR
196 SR607 20251010 5487.0 5495.0 ... 2192.54 5481.0 5474.0 SR
197 SR609 20251010 5491.0 5500.0 ... 3364.24 5488.0 5484.0 SR
198 TA510 20251010 4558.0 4562.0 ... 12205.81 4518.0 4514.0 TA
199 TA511 20251010 4564.0 4582.0 ... 167144.16 4534.0 4544.0 TA
200 TA512 20251010 4552.0 4596.0 ... 123747.48 4548.0 4552.0 TA
201 TA601 20251010 4580.0 4604.0 ... 1352282.03 4554.0 4564.0 TA
202 TA602 20251010 4594.0 4616.0 ... 94996.70 4568.0 4572.0 TA
203 TA603 20251010 4606.0 4628.0 ... 52974.17 4574.0 4590.0 TA
204 TA604 20251010 4554.0 4554.0 ... 2.28 4554.0 4590.0 TA
205 TA605 20251010 4634.0 4650.0 ... 75641.43 4598.0 4612.0 TA
206 TA606 20251010 4576.0 4576.0 ... 9.15 4576.0 4644.0 TA
207 TA607 20251010 4596.0 4596.0 ... 29.84 4592.0 4652.0 TA
208 TA608 20251010 4610.0 4610.0 ... 25.32 4604.0 4632.0 TA
209 TA609 20251010 4674.0 4682.0 ... 959.99 4626.0 4658.0 TA
210 UR510 20251010 1500.0 1506.0 ... 1204.65 1503.0 1516.0 UR
211 UR511 20251010 1585.0 1591.0 ... 25018.59 1576.0 1593.0 UR
212 UR512 20251010 1594.0 1601.0 ... 16857.60 1587.0 1600.0 UR
213 UR601 20251010 1612.0 1614.0 ... 515667.41 1601.0 1619.0 UR
214 UR602 20251010 1616.0 1622.0 ... 18034.17 1608.0 1620.0 UR
215 UR603 20251010 1670.0 1670.0 ... 259.61 1664.0 1672.0 UR
216 UR604 20251010 1674.0 1674.0 ... 106.61 1666.0 1672.0 UR
217 UR605 20251010 1680.0 1681.0 ... 39844.52 1672.0 1681.0 UR
218 UR606 20251010 1680.0 1683.0 ... 908.13 1676.0 1686.0 UR
219 UR607 20251010 1715.0 1716.0 ... 191.58 1711.0 1722.0 UR
220 UR608 20251010 1709.0 1709.0 ... 37.52 1705.0 1716.0 UR
221 UR609 20251010 1705.0 1707.0 ... 970.99 1703.0 1706.0 UR
222 WH511 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 16:25:51,057 - future_1d - INFO - ak.get_czce_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 PS2510 20251010 49450.0 ... 50770.0 50760.0 PS
1 PS2511 20251010 50750.0 ... 49915.0 50185.0 PS
2 PS2512 20251010 53600.0 ... 52635.0 52860.0 PS
3 PS2601 20251010 53600.0 ... 52560.0 52695.0 PS
4 PS2602 20251010 53460.0 ... 52415.0 52535.0 PS
5 PS2603 20251010 54175.0 ... 52595.0 52620.0 PS
6 PS2604 20251010 53980.0 ... 52535.0 52550.0 PS
7 PS2605 20251010 53005.0 ... 52395.0 52570.0 PS
8 PS2606 20251010 54810.0 ... 54405.0 54535.0 PS
9 PS2607 20251010 54885.0 ... 54390.0 54430.0 PS
10 PS2608 20251010 54265.0 ... 54265.0 54115.0 PS
11 PS2609 20251010 54725.0 ... 54075.0 54065.0 PS
13 SI2510 20251010 8640.0 ... 8655.0 8640.0 SI
14 SI2511 20251010 8680.0 ... 8725.0 8645.0 SI
15 SI2512 20251010 9030.0 ... 9095.0 9035.0 SI
16 SI2601 20251010 9040.0 ... 9055.0 8985.0 SI
17 SI2602 20251010 9030.0 ... 9060.0 8990.0 SI
18 SI2603 20251010 8975.0 ... 9020.0 8975.0 SI
19 SI2604 20251010 9095.0 ... 9085.0 9000.0 SI
20 SI2605 20251010 9050.0 ... 9085.0 9020.0 SI
21 SI2606 20251010 9130.0 ... 9105.0 9020.0 SI
22 SI2607 20251010 9160.0 ... 9150.0 9055.0 SI
23 SI2608 20251010 9175.0 ... 9120.0 9040.0 SI
24 SI2609 20251010 9150.0 ... 9135.0 9060.0 SI
27 LC2510 20251010 73060.0 ... 72980.0 73040.0 LC
28 LC2511 20251010 73200.0 ... 73100.0 73700.0 LC
29 LC2512 20251010 73000.0 ... 73300.0 73780.0 LC
30 LC2601 20251010 73380.0 ... 73280.0 73640.0 LC
31 LC2602 20251010 72900.0 ... 73140.0 73320.0 LC
32 LC2603 20251010 72900.0 ... 73080.0 73400.0 LC
33 LC2604 20251010 73500.0 ... 73600.0 73820.0 LC
34 LC2605 20251010 73480.0 ... 73620.0 73740.0 LC
35 LC2606 20251010 73320.0 ... 73460.0 73720.0 LC
36 LC2607 20251010 73280.0 ... 73480.0 73600.0 LC
37 LC2608 20251010 73480.0 ... 73700.0 73720.0 LC
38 LC2609 20251010 73540.0 ... 73760.0 73720.0 LC
[36 rows x 12 columns]
2025-10-17 16:25:51,319 - future_1d - INFO - ak.get_gfex_daily('2025-10-10') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251010 ... 86530 86040 CU
1 1 CU2511 20251010 ... 86910 85910 CU
2 2 CU2512 20251010 ... 86910 85940 CU
3 3 CU2601 20251010 ... 86960 85900 CU
4 4 CU2602 20251010 ... 87010 85730 CU
5 5 CU2603 20251010 ... 87090 85740 CU
6 6 CU2604 20251010 ... 86700 86060 CU
7 7 CU2605 20251010 ... 86520 85860 CU
8 8 CU2606 20251010 ... 86870 85890 CU
9 9 CU2607 20251010 ... 86660 85640 CU
10 10 CU2608 20251010 ... 86640 85310 CU
11 11 CU2609 20251010 ... 86490 85410 CU
12 12 BC2510 20251010 ... 76060 76060 BC
13 13 BC2511 20251010 ... 77210 76560 BC
14 14 BC2512 20251010 ... 77230 76870 BC
15 15 BC2601 20251010 ... 77150 76900 BC
16 16 BC2602 20251010 ... 76900 76900 BC
17 17 BC2603 20251010 ... 77470 77470 BC
18 18 BC2604 20251010 ... 77000 77000 BC
19 19 BC2605 20251010 ... 75900 75900 BC
20 20 BC2606 20251010 ... 75880 75880 BC
21 21 BC2607 20251010 ... 76850 75800 BC
22 22 BC2608 20251010 ... 75800 75800 BC
23 23 BC2609 20251010 ... 75710 75710 BC
24 24 AL2510 20251010 ... 21055 21030 AL
25 25 AL2511 20251010 ... 21090 21005 AL
26 26 AL2512 20251010 ... 21090 21010 AL
27 27 AL2601 20251010 ... 21085 21010 AL
28 28 AL2602 20251010 ... 21080 21005 AL
29 29 AL2603 20251010 ... 21065 21005 AL
30 30 AL2604 20251010 ... 21100 21030 AL
31 31 AL2605 20251010 ... 21095 21055 AL
32 32 AL2606 20251010 ... 21085 21035 AL
33 33 AL2607 20251010 ... 21100 21070 AL
34 34 AL2608 20251010 ... 21100 21060 AL
35 35 AL2609 20251010 ... 21095 21060 AL
36 36 ZN2510 20251010 ... 22320 22165 ZN
37 37 ZN2511 20251010 ... 22385 22200 ZN
38 38 ZN2512 20251010 ... 22415 22230 ZN
39 39 ZN2601 20251010 ... 22450 22240 ZN
40 40 ZN2602 20251010 ... 22460 22290 ZN
41 41 ZN2603 20251010 ... 22520 22340 ZN
42 42 ZN2604 20251010 ... 22530 22375 ZN
43 43 ZN2605 20251010 ... 22580 22415 ZN
44 44 ZN2606 20251010 ... 22550 22425 ZN
45 45 ZN2607 20251010 ... 22590 22460 ZN
46 46 ZN2608 20251010 ... 22615 22435 ZN
47 47 ZN2609 20251010 ... 22600 22475 ZN
48 48 PB2510 20251010 ... 17075 17025 PB
49 49 PB2511 20251010 ... 17125 17040 PB
50 50 PB2512 20251010 ... 17145 17075 PB
51 51 PB2601 20251010 ... 17150 17095 PB
52 52 PB2602 20251010 ... 17170 16990 PB
53 53 PB2603 20251010 ... 17195 17205 PB
54 54 PB2604 20251010 ... 17185 17170 PB
55 55 PB2605 20251010 ... 17190 17195 PB
56 56 PB2606 20251010 ... 17190 17165 PB
57 57 PB2607 20251010 ... 17215 17020 PB
58 58 PB2608 20251010 ... 17230 17255 PB
59 59 PB2609 20251010 ... 17285 17285 PB
60 60 NI2510 20251010 ... 123510 122090 NI
61 61 NI2511 20251010 ... 123490 123120 NI
62 62 NI2512 20251010 ... 123650 123310 NI
63 63 NI2601 20251010 ... 124140 123530 NI
64 64 NI2602 20251010 ... 124730 123470 NI
65 65 NI2603 20251010 ... 124490 124010 NI
66 66 NI2604 20251010 ... 124710 124320 NI
67 67 NI2605 20251010 ... 124870 124550 NI
68 68 NI2606 20251010 ... 125130 124900 NI
69 69 NI2607 20251010 ... 125580 124850 NI
70 70 NI2608 20251010 ... 125770 125590 NI
71 71 NI2609 20251010 ... 125640 125660 NI
72 72 SN2510 20251010 ... 288270 284870 SN
73 73 SN2511 20251010 ... 288430 285070 SN
74 74 SN2512 20251010 ... 288660 285420 SN
75 75 SN2601 20251010 ... 288660 285490 SN
76 76 SN2602 20251010 ... 288930 285460 SN
77 77 SN2603 20251010 ... 289020 285280 SN
78 78 SN2604 20251010 ... 288650 284800 SN
79 79 SN2605 20251010 ... 288950 285020 SN
80 80 SN2606 20251010 ... 288740 285390 SN
81 81 SN2607 20251010 ... 288440 284640 SN
82 82 SN2608 20251010 ... 289090 285520 SN
83 83 SN2609 20251010 ... 287680 287820 SN
84 84 AO2510 20251010 ... 2834 2818 AO
85 85 AO2511 20251010 ... 2848 2844 AO
86 86 AO2512 20251010 ... 2871 2860 AO
87 87 AO2601 20251010 ... 2877 2871 AO
88 88 AO2602 20251010 ... 2891 2882 AO
89 89 AO2603 20251010 ... 2953 2949 AO
90 90 AO2604 20251010 ... 2966 2958 AO
91 91 AO2605 20251010 ... 2979 2965 AO
92 92 AO2606 20251010 ... 2982 2972 AO
93 93 AO2607 20251010 ... 2994 2978 AO
94 94 AO2608 20251010 ... 3004 2987 AO
95 95 AO2609 20251010 ... 3026 3000 AO
96 96 AD2511 20251010 ... 20560 20485 AD
97 97 AD2512 20251010 ... 20635 20535 AD
98 98 AD2601 20251010 ... 20655 20610 AD
99 99 AD2602 20251010 ... 20680 20620 AD
100 100 AD2603 20251010 ... 20520 20325 AD
101 101 AD2604 20251010 ... 20590 20360 AD
102 102 AD2605 20251010 ... 20610 20550 AD
103 103 AD2606 20251010 ... 20470 20365 AD
104 104 AD2607 20251010 ... 20510 20510 AD
105 105 AD2608 20251010 ... 20495 20495 AD
106 106 AD2609 20251010 ... 20670 20335 AD
107 107 AU2510 20251010 ... 909.14 912.68 AU
108 108 AU2511 20251010 ... 909.34 912.92 AU
109 109 AU2512 20251010 ... 909.44 912.96 AU
110 110 AU2602 20251010 ... 912.78 915.62 AU
111 111 AU2604 20251010 ... 915.4 917.54 AU
112 112 AU2606 20251010 ... 919.88 918.92 AU
113 113 AU2608 20251010 ... 920.88 921.98 AU
114 114 AU2610 20251010 ... 924.4 924.9 AU
115 115 AG2510 20251010 ... 11090 11193 AG
116 116 AG2511 20251010 ... 11208 11192 AG
117 117 AG2512 20251010 ... 11213 11209 AG
118 118 AG2601 20251010 ... 11236 11217 AG
119 119 AG2602 20251010 ... 11241 11235 AG
120 120 AG2603 20251010 ... 11274 11249 AG
121 121 AG2604 20251010 ... 11275 11256 AG
122 122 AG2605 20251010 ... 11290 11266 AG
123 123 AG2606 20251010 ... 11308 11255 AG
124 124 AG2607 20251010 ... 11279 11284 AG
125 125 AG2608 20251010 ... 11326 11293 AG
126 126 AG2609 20251010 ... 11320 11305 AG
127 127 RB2510 20251010 ... 3022 2998 RB
128 128 RB2511 20251010 ... 3039 3019 RB
129 129 RB2512 20251010 ... 3089 3070 RB
130 130 RB2601 20251010 ... 3107 3087 RB
131 131 RB2602 20251010 ... 3107 3093 RB
132 132 RB2603 20251010 ... 3128 3109 RB
133 133 RB2604 20251010 ... 3151 3131 RB
134 134 RB2605 20251010 ... 3166 3145 RB
135 135 RB2606 20251010 ... 3186 3158 RB
136 136 RB2607 20251010 ... 3192 3175 RB
137 137 RB2608 20251010 ... 3195 3180 RB
138 138 RB2609 20251010 ... 3203 3189 RB
139 139 WR2510 20251010 ... 3069 3069 WR
140 140 WR2511 20251010 ... 3270 3270 WR
141 141 WR2512 20251010 ... 3309 3309 WR
142 142 WR2601 20251010 ... 3416 3320 WR
143 143 WR2602 20251010 ... 3384 3301 WR
144 144 WR2603 20251010 ... 3361 3329 WR
145 145 WR2604 20251010 ... 3369 3339 WR
146 146 WR2605 20251010 ... 3385 3279 WR
147 147 WR2606 20251010 ... 3360 3356 WR
148 148 WR2607 20251010 ... 3390 3390 WR
149 149 WR2608 20251010 ... 3431 3431 WR
150 150 WR2609 20251010 ... 3430 3430 WR
151 151 HC2510 20251010 ... 3394 3352 HC
152 152 HC2511 20251010 ... 3327 3306 HC
153 153 HC2512 20251010 ... 3312 3300 HC
154 154 HC2601 20251010 ... 3290 3273 HC
155 155 HC2602 20251010 ... 3294 3272 HC
156 156 HC2603 20251010 ... 3295 3281 HC
157 157 HC2604 20251010 ... 3300 3286 HC
158 158 HC2605 20251010 ... 3299 3281 HC
159 159 HC2606 20251010 ... 3299 3286 HC
160 160 HC2607 20251010 ... 3306 3294 HC
161 161 HC2608 20251010 ... 3310 3298 HC
162 162 HC2609 20251010 ... 3319 3301 HC
163 163 SS2510 20251010 ... 12625 12600 SS
164 164 SS2511 20251010 ... 12840 12800 SS
165 165 SS2512 20251010 ... 12860 12820 SS
166 166 SS2601 20251010 ... 12935 12890 SS
167 167 SS2602 20251010 ... 12985 12925 SS
168 168 SS2603 20251010 ... 13080 13050 SS
169 169 SS2604 20251010 ... 13145 13115 SS
170 170 SS2605 20251010 ... 13235 13195 SS
171 171 SS2606 20251010 ... 13320 13290 SS
172 172 SS2607 20251010 ... 13340 13320 SS
173 173 SS2608 20251010 ... 13420 13375 SS
174 174 SS2609 20251010 ... 13465 13410 SS
175 175 SC2511 20251010 ... 466.2 468.7 SC
176 176 SC2512 20251010 ... 468.5 471.4 SC
177 177 SC2601 20251010 ... 468.3 471.2 SC
178 178 SC2602 20251010 ... 468.2 470.2 SC
179 179 SC2603 20251010 ... 466.7 469.6 SC
180 180 SC2604 20251010 ... 465.9 469.6 SC
181 181 SC2605 20251010 ... 465.8 470.5 SC
182 182 SC2606 20251010 ... 465.7 468.9 SC
183 183 SC2607 20251010 ... 468.1 470.8 SC
184 184 SC2608 20251010 ... 464.4 469.5 SC
185 185 SC2609 20251010 ... 465.9 470.3 SC
186 186 SC2610 20251010 ... 464.9 471 SC
187 187 SC2612 20251010 ... 465 463.8 SC
188 188 SC2703 20251010 ... 464.2 472 SC
189 189 SC2706 20251010 ... 466 469.9 SC
190 190 SC2709 20251010 ... 463.3 469.4 SC
191 191 SC2712 20251010 ... 461.8 465.9 SC
192 192 SC2803 20251010 ... 458 458 SC
193 193 SC2806 20251010 ... 456.6 455.2 SC
194 194 SC2809 20251010 ... 457.8 458.2 SC
195 195 LU2511 20251010 ... 3327 3329 LU
196 196 LU2512 20251010 ... 3332 3342 LU
197 197 LU2601 20251010 ... 3313 3326 LU
198 198 LU2602 20251010 ... 3304 3318 LU
199 199 LU2603 20251010 ... 3303 3327 LU
200 200 LU2604 20251010 ... 3277 3300 LU
201 201 LU2605 20251010 ... 3286 3278 LU
202 202 LU2606 20251010 ... 3255 3289 LU
203 203 LU2607 20251010 ... 3259 3276 LU
204 204 LU2608 20251010 ... 3257 3271 LU
205 205 LU2609 20251010 ... 3257 3267 LU
206 206 LU2610 20251010 ... 3260 3267 LU
207 207 FU2511 20251010 ... 2877 2935 FU
208 208 FU2512 20251010 ... 2832 2851 FU
209 209 FU2601 20251010 ... 2803 2813 FU
210 210 FU2602 20251010 ... 2779 2786 FU
211 211 FU2603 20251010 ... 2772 2780 FU
212 212 FU2604 20251010 ... 2766 2773 FU
213 213 FU2605 20251010 ... 2754 2761 FU
214 214 FU2606 20251010 ... 2749 2752 FU
215 215 FU2607 20251010 ... 2724 2727 FU
216 216 FU2608 20251010 ... 2701 2702 FU
217 217 FU2609 20251010 ... 2688 2691 FU
218 218 FU2610 20251010 ... 2678 2686 FU
219 219 BU2510 20251010 ... 3455 3470 BU
220 220 BU2511 20251010 ... 3346 3376 BU
221 221 BU2512 20251010 ... 3297 3327 BU
222 222 BU2601 20251010 ... 3278 3307 BU
223 223 BU2602 20251010 ... 3282 3314 BU
224 224 BU2603 20251010 ... 3295 3323 BU
225 225 BU2604 20251010 ... 3292 3319 BU
226 226 BU2605 20251010 ... 3309 3328 BU
227 227 BU2606 20251010 ... 3297 3328 BU
228 228 BU2607 20251010 ... 3316 3331 BU
229 229 BU2608 20251010 ... 3299 3356 BU
230 230 BU2609 20251010 ... 3283 3316 BU
231 231 BU2612 20251010 ... 3247 3270 BU
232 232 BU2703 20251010 ... 3253 3276 BU
233 233 BU2706 20251010 ... 3270 3282 BU
234 234 BU2709 20251010 ... 3272 3300 BU
235 235 BR2510 20251010 ... 11400 11310 BR
236 236 BR2511 20251010 ... 11245 11260 BR
237 237 BR2512 20251010 ... 11200 11235 BR
238 238 BR2601 20251010 ... 11200 11225 BR
239 239 BR2602 20251010 ... 11185 11245 BR
240 240 BR2603 20251010 ... 11255 11265 BR
241 241 BR2604 20251010 ... 11275 11195 BR
242 242 BR2605 20251010 ... 11245 11295 BR
243 243 BR2606 20251010 ... 11280 11345 BR
244 244 BR2607 20251010 ... 11400 11415 BR
245 245 BR2608 20251010 ... 11410 11460 BR
246 246 BR2609 20251010 ... 11485 11505 BR
247 247 RU2510 20251010 ... 14535 14535 RU
248 248 RU2511 20251010 ... 14545 14485 RU
249 249 RU2601 20251010 ... 15360 15325 RU
250 250 RU2603 20251010 ... 15310 15345 RU
251 251 RU2604 20251010 ... 15310 15290 RU
252 252 RU2605 20251010 ... 15315 15290 RU
253 253 RU2606 20251010 ... 15315 15270 RU
254 254 RU2607 20251010 ... 15400 15370 RU
255 255 RU2608 20251010 ... 15375 15300 RU
256 256 RU2609 20251010 ... 15365 15315 RU
257 257 NR2510 20251010 ... 12310 12220 NR
258 258 NR2511 20251010 ... 12395 12385 NR
259 259 NR2512 20251010 ... 12400 12385 NR
260 260 NR2601 20251010 ... 12400 12410 NR
261 261 NR2602 20251010 ... 12370 12400 NR
262 262 NR2603 20251010 ... 12395 12390 NR
263 263 NR2604 20251010 ... 12380 12390 NR
264 264 NR2605 20251010 ... 12410 12425 NR
265 265 NR2606 20251010 ... 12410 12470 NR
266 266 NR2607 20251010 ... 12490 12535 NR
267 267 NR2608 20251010 ... 12535 12570 NR
268 268 NR2609 20251010 ... 12510 12510 NR
269 269 SP2510 20251010 ... 4808 4808 SP
270 270 SP2511 20251010 ... 4816 4812 SP
271 271 SP2512 20251010 ... 4838 4832 SP
272 272 SP2601 20251010 ... 5108 5108 SP
273 273 SP2602 20251010 ... 5118 5114 SP
274 274 SP2603 20251010 ... 5128 5130 SP
275 275 SP2604 20251010 ... 5152 5140 SP
276 276 SP2605 20251010 ... 5152 5150 SP
277 277 SP2606 20251010 ... 5190 5182 SP
278 278 SP2607 20251010 ... 5172 5170 SP
279 279 SP2608 20251010 ... 5180 5192 SP
280 280 SP2609 20251010 ... 5190 5178 SP
281 281 OP2601 20251010 ... 4224 4214 OP
282 282 OP2602 20251010 ... 4234 4224 OP
283 283 OP2603 20251010 ... 4234 4222 OP
284 284 OP2604 20251010 ... 4258 4268 OP
285 285 OP2605 20251010 ... 4260 4266 OP
286 286 OP2606 20251010 ... 4234 4234 OP
287 287 OP2607 20251010 ... 4238 4238 OP
288 288 OP2608 20251010 ... 4240 4248 OP
289 289 OP2609 20251010 ... 4242 4266 OP
290 290 EC2510 20251010 ... 1125.5 1112.5 EC
291 291 EC2512 20251010 ... 1605.1 1620.2 EC
292 292 EC2602 20251010 ... 1365.4 1410.9 EC
293 293 EC2604 20251010 ... 1084.9 1108.4 EC
294 294 EC2606 20251010 ... 1268 1294.6 EC
295 295 EC2608 20251010 ... 1405.1 1415.5 EC
296 296 SC_TAS2511 20251010 ... SC_TAS
297 297 SC_TAS2512 20251010 ... SC_TAS
298 298 SC_TAS2601 20251010 ... SC_TAS
299 299 SC_TAS2602 20251010 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 16:25:51,424 - future_1d - INFO - ak.get_shfe_daily('2025-10-10') done
2025-10-17 16:25:53,198 - future_1d - INFO - save future_daily 2025-10-10 completed
symbol date open ... settle pre_settle variety
0 a2511 20251013 3949.00 ... 3968.00 3958.00 A
1 a2601 20251013 3943.00 ... 3969.00 3958.00 A
2 a2603 20251013 3956.00 ... 3971.00 3959.00 A
3 a2605 20251013 3984.00 ... 4004.00 3998.00 A
4 a2607 20251013 3988.00 ... 4003.00 3991.00 A
5 a2609 20251013 4000.00 ... 4008.00 3996.00 A
6 b2510 20251013 0.00 ... 3619.00 3619.00 B
7 b2511 20251013 3606.00 ... 3628.00 3624.00 B
8 b2512 20251013 3646.00 ... 3656.00 3649.00 B
9 b2601 20251013 3650.00 ... 3651.00 3651.00 B
10 b2602 20251013 3654.00 ... 3656.00 3660.00 B
11 b2603 20251013 3615.00 ... 3617.00 3623.00 B
12 b2604 20251013 3541.00 ... 3537.00 3530.00 B
13 b2605 20251013 3456.00 ... 3459.00 3464.00 B
14 b2606 20251013 3446.00 ... 3436.00 3439.00 B
15 b2607 20251013 3453.00 ... 3434.00 3441.00 B
16 b2608 20251013 3540.00 ... 3529.00 3533.00 B
17 b2609 20251013 3564.00 ... 3548.00 3567.00 B
18 bb2511 20251013 146.30 ... 144.65 139.40 BB
19 bb2601 20251013 147.20 ... 146.60 147.05 BB
20 bb2603 20251013 146.95 ... 146.50 147.05 BB
21 bb2605 20251013 0.00 ... 146.70 147.25 BB
22 bb2607 20251013 0.00 ... 151.60 152.15 BB
23 bb2609 20251013 0.00 ... 151.60 152.15 BB
24 bz2603 20251013 5722.00 ... 5707.00 5733.00 BZ
25 bz2604 20251013 5686.00 ... 5691.00 5706.00 BZ
26 bz2605 20251013 5690.00 ... 5697.00 5731.00 BZ
27 bz2606 20251013 0.00 ... 5672.00 5672.00 BZ
28 bz2607 20251013 5683.00 ... 5689.00 5747.00 BZ
29 bz2608 20251013 5671.00 ... 5646.00 5736.00 BZ
30 bz2609 20251013 0.00 ... 5803.00 5835.00 BZ
31 c2511 20251013 2123.00 ... 2107.00 2131.00 C
32 c2601 20251013 2123.00 ... 2114.00 2125.00 C
33 c2603 20251013 2140.00 ... 2130.00 2139.00 C
34 c2605 20251013 2204.00 ... 2197.00 2202.00 C
35 c2607 20251013 2214.00 ... 2211.00 2214.00 C
36 c2609 20251013 2228.00 ... 2227.00 2228.00 C
37 cs2511 20251013 2433.00 ... 2413.00 2428.00 CS
38 cs2601 20251013 2432.00 ... 2413.00 2433.00 CS
39 cs2603 20251013 2440.00 ... 2426.00 2443.00 CS
40 cs2605 20251013 2528.00 ... 2522.00 2531.00 CS
41 cs2607 20251013 2536.00 ... 2535.00 2536.00 CS
42 cs2609 20251013 2578.00 ... 2576.00 2579.00 CS
43 eb2510 20251013 6670.00 ... 6670.00 6699.00 EB
44 eb2511 20251013 6728.00 ... 6714.00 6782.00 EB
45 eb2512 20251013 6592.00 ... 6723.00 6796.00 EB
46 eb2601 20251013 6765.00 ... 6754.00 6824.00 EB
47 eb2602 20251013 6810.00 ... 6802.00 6857.00 EB
48 eb2603 20251013 6856.00 ... 6843.00 6903.00 EB
49 eb2604 20251013 6874.00 ... 6871.00 6953.00 EB
50 eb2605 20251013 6924.00 ... 6906.00 6981.00 EB
51 eb2606 20251013 6931.00 ... 6923.00 6957.00 EB
52 eb2607 20251013 6921.00 ... 6918.00 6945.00 EB
53 eb2608 20251013 6916.00 ... 6943.00 6987.00 EB
54 eb2609 20251013 6924.00 ... 6964.00 7018.00 EB
55 eg2510 20251013 4167.00 ... 4156.00 4197.00 EG
56 eg2511 20251013 4107.00 ... 4129.00 4147.00 EG
57 eg2512 20251013 4132.00 ... 4112.00 4132.00 EG
58 eg2601 20251013 4106.00 ... 4112.00 4137.00 EG
59 eg2602 20251013 4131.00 ... 4126.00 4133.00 EG
60 eg2603 20251013 4148.00 ... 4140.00 4128.00 EG
61 eg2604 20251013 4170.00 ... 4181.00 4210.00 EG
62 eg2605 20251013 4176.00 ... 4197.00 4208.00 EG
63 eg2606 20251013 0.00 ... 4211.00 4211.00 EG
64 eg2607 20251013 4191.00 ... 4193.00 4228.00 EG
65 eg2608 20251013 4200.00 ... 4200.00 4233.00 EG
66 eg2609 20251013 0.00 ... 4267.00 4267.00 EG
67 fb2510 20251013 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251013 1262.00 ... 1262.00 1265.00 FB
69 fb2512 20251013 1259.50 ... 1263.50 1261.50 FB
70 fb2601 20251013 1270.00 ... 1269.00 1262.50 FB
71 fb2602 20251013 1267.00 ... 1271.50 1268.00 FB
72 fb2603 20251013 1262.00 ... 1261.50 1260.50 FB
73 fb2604 20251013 1269.00 ... 1269.00 1265.00 FB
74 fb2605 20251013 1273.00 ... 1273.00 1299.00 FB
75 fb2606 20251013 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251013 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251013 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251013 0.00 ... 1296.00 1296.00 FB
79 i2510 20251013 815.00 ... 813.50 816.00 I
80 i2511 20251013 814.50 ... 814.00 811.50 I
81 i2512 20251013 808.00 ... 808.50 804.50 I
82 i2601 20251013 800.50 ... 798.50 795.50 I
83 i2602 20251013 794.00 ... 795.00 790.50 I
84 i2603 20251013 789.00 ... 788.00 786.00 I
85 i2604 20251013 784.50 ... 784.50 781.50 I
86 i2605 20251013 779.00 ... 776.00 774.50 I
87 i2606 20251013 771.50 ... 770.00 768.50 I
88 i2607 20251013 767.00 ... 766.00 763.50 I
89 i2608 20251013 762.00 ... 761.00 759.00 I
90 i2609 20251013 757.00 ... 755.50 754.00 I
91 j2510 20251013 0.00 ... 1600.00 1600.50 J
92 j2511 20251013 1595.50 ... 1586.50 1603.00 J
93 j2512 20251013 1635.50 ... 1617.00 1633.50 J
94 j2601 20251013 1670.00 ... 1648.50 1661.50 J
95 j2602 20251013 1679.00 ... 1679.00 1692.00 J
96 j2603 20251013 1705.50 ... 1705.50 1707.50 J
97 j2604 20251013 1783.50 ... 1773.50 1797.50 J
98 j2605 20251013 1822.00 ... 1797.00 1813.50 J
99 j2606 20251013 0.00 ... 1823.50 1833.50 J
100 j2607 20251013 0.00 ... 1833.50 1833.50 J
101 j2608 20251013 0.00 ... 1865.00 1865.00 J
102 j2609 20251013 1892.50 ... 1879.50 1905.00 J
103 jd2510 20251013 2511.00 ... 2552.00 2592.00 JD
104 jd2511 20251013 2780.00 ... 2804.00 2836.00 JD
105 jd2512 20251013 2945.00 ... 2965.00 2983.00 JD
106 jd2601 20251013 3150.00 ... 3183.00 3189.00 JD
107 jd2602 20251013 3015.00 ... 3020.00 3044.00 JD
108 jd2603 20251013 3078.00 ... 3059.00 3103.00 JD
109 jd2604 20251013 3229.00 ... 3187.00 3240.00 JD
110 jd2605 20251013 3395.00 ... 3372.00 3415.00 JD
111 jd2606 20251013 3269.00 ... 3257.00 3274.00 JD
112 jd2607 20251013 3514.00 ... 3504.00 3515.00 JD
113 jd2608 20251013 3972.00 ... 3978.00 3974.00 JD
114 jd2609 20251013 3860.00 ... 3870.00 3857.00 JD
115 jm2510 20251013 916.00 ... 924.00 968.00 JM
116 jm2511 20251013 1014.00 ... 1001.50 1016.50 JM
117 jm2512 20251013 1090.50 ... 1071.00 1092.00 JM
118 jm2601 20251013 1163.00 ... 1145.00 1165.00 JM
119 jm2602 20251013 1196.50 ... 1176.50 1195.00 JM
120 jm2603 20251013 1221.50 ... 1198.50 1217.00 JM
121 jm2604 20251013 1244.50 ... 1221.00 1238.50 JM
122 jm2605 20251013 1260.00 ... 1240.50 1262.00 JM
123 jm2606 20251013 1264.50 ... 1255.00 1282.00 JM
124 jm2607 20251013 1290.00 ... 1281.00 1303.00 JM
125 jm2608 20251013 1331.00 ... 1304.50 1327.00 JM
126 jm2609 20251013 1340.00 ... 1327.00 1347.00 JM
127 l2510 20251013 6964.00 ... 6948.00 6989.00 L
128 l2511 20251013 7001.00 ... 6989.00 7032.00 L
129 l2512 20251013 7009.00 ... 6999.00 7044.00 L
130 l2601 20251013 7015.00 ... 7005.00 7052.00 L
131 l2602 20251013 7013.00 ... 7001.00 7042.00 L
132 l2603 20251013 7026.00 ... 7013.00 7057.00 L
133 l2604 20251013 7061.00 ... 7059.00 7099.00 L
134 l2605 20251013 7050.00 ... 7039.00 7084.00 L
135 l2606 20251013 7039.00 ... 7047.00 7079.00 L
136 l2607 20251013 7065.00 ... 7065.00 7106.00 L
137 l2608 20251013 7079.00 ... 7079.00 7145.00 L
138 l2609 20251013 7100.00 ... 7083.00 7134.00 L
139 lg2511 20251013 818.00 ... 808.00 825.00 LG
140 lg2601 20251013 827.00 ... 823.00 827.50 LG
141 lg2603 20251013 827.50 ... 829.00 830.50 LG
142 lg2605 20251013 828.50 ... 830.00 832.50 LG
143 lg2607 20251013 831.50 ... 831.50 834.00 LG
144 lg2609 20251013 832.00 ... 832.00 833.00 LG
145 lh2511 20251013 11400.00 ... 11225.00 11455.00 LH
146 lh2601 20251013 12260.00 ... 12150.00 12215.00 LH
147 lh2603 20251013 11950.00 ... 11835.00 11985.00 LH
148 lh2605 20251013 12465.00 ... 12440.00 12505.00 LH
149 lh2607 20251013 13280.00 ... 13220.00 13260.00 LH
150 lh2609 20251013 13885.00 ... 13880.00 13895.00 LH
151 m2511 20251013 2910.00 ... 2918.00 2897.00 M
152 m2512 20251013 2928.00 ... 2954.00 2937.00 M
153 m2601 20251013 2932.00 ... 2936.00 2924.00 M
154 m2603 20251013 2900.00 ... 2911.00 2899.00 M
155 m2605 20251013 2750.00 ... 2751.00 2755.00 M
156 m2607 20251013 2732.00 ... 2736.00 2738.00 M
157 m2608 20251013 2862.00 ... 2858.00 2863.00 M
158 m2609 20251013 2863.00 ... 2861.00 2867.00 M
159 p2510 20251013 9216.00 ... 9214.00 9416.00 P
160 p2511 20251013 9312.00 ... 9274.00 9382.00 P
161 p2512 20251013 9370.00 ... 9326.00 9444.00 P
162 p2601 20251013 9438.00 ... 9376.00 9488.00 P
163 p2602 20251013 9434.00 ... 9358.00 9472.00 P
164 p2603 20251013 9402.00 ... 9352.00 9436.00 P
165 p2604 20251013 9338.00 ... 9298.00 9384.00 P
166 p2605 20251013 9260.00 ... 9218.00 9294.00 P
167 p2606 20251013 9148.00 ... 9120.00 9200.00 P
168 p2607 20251013 9052.00 ... 9012.00 9090.00 P
169 p2608 20251013 8970.00 ... 8958.00 9038.00 P
170 p2609 20251013 8894.00 ... 8866.00 8926.00 P
171 pg2510 20251013 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251013 4053.00 ... 4069.00 4063.00 PG
173 pg2512 20251013 3985.00 ... 3978.00 3982.00 PG
174 pg2601 20251013 3917.00 ... 3909.00 3927.00 PG
175 pg2602 20251013 3864.00 ... 3848.00 3870.00 PG
176 pg2603 20251013 3800.00 ... 3781.00 3811.00 PG
177 pg2604 20251013 4196.00 ... 4166.00 4148.00 PG
178 pg2605 20251013 4119.00 ... 4093.00 4110.00 PG
179 pg2606 20251013 4042.00 ... 4047.00 4062.00 PG
180 pg2607 20251013 3980.00 ... 3984.00 4011.00 PG
181 pg2608 20251013 3981.00 ... 3930.00 3967.00 PG
182 pg2609 20251013 3909.00 ... 3876.00 3932.00 PG
183 pp2510 20251013 6616.00 ... 6611.00 6630.00 PP
184 pp2511 20251013 6631.00 ... 6639.00 6664.00 PP
185 pp2512 20251013 6676.00 ... 6679.00 6701.00 PP
186 pp2601 20251013 6709.00 ... 6708.00 6734.00 PP
187 pp2602 20251013 6700.00 ... 6704.00 6723.00 PP
188 pp2603 20251013 6700.00 ... 6705.00 6721.00 PP
189 pp2604 20251013 6722.00 ... 6738.00 6751.00 PP
190 pp2605 20251013 6732.00 ... 6763.00 6779.00 PP
191 pp2606 20251013 6711.00 ... 6733.00 6743.00 PP
192 pp2607 20251013 6716.00 ... 6694.00 6740.00 PP
193 pp2608 20251013 6748.00 ... 6709.00 6779.00 PP
194 pp2609 20251013 6760.00 ... 6754.00 6802.00 PP
195 rr2510 20251013 3623.00 ... 3604.00 3612.00 RR
196 rr2511 20251013 3626.00 ... 3619.00 3627.00 RR
197 rr2512 20251013 3608.00 ... 3611.00 3605.00 RR
198 rr2601 20251013 3637.00 ... 3642.00 3634.00 RR
199 rr2602 20251013 3620.00 ... 3628.00 3618.00 RR
200 rr2603 20251013 3613.00 ... 3621.00 3617.00 RR
201 rr2604 20251013 3622.00 ... 3622.00 3623.00 RR
202 rr2605 20251013 3612.00 ... 3618.00 3617.00 RR
203 rr2606 20251013 0.00 ... 3615.00 3615.00 RR
204 rr2607 20251013 3636.00 ... 3636.00 3617.00 RR
205 rr2608 20251013 3568.00 ... 3595.00 3620.00 RR
206 rr2609 20251013 3607.00 ... 3636.00 3626.00 RR
207 v2510 20251013 4609.00 ... 4606.00 4625.00 V
208 v2511 20251013 4632.00 ... 4636.00 4665.00 V
209 v2512 20251013 4688.00 ... 4675.00 4706.00 V
210 v2601 20251013 4730.00 ... 4720.00 4754.00 V
211 v2602 20251013 4761.00 ... 4758.00 4790.00 V
212 v2603 20251013 4793.00 ... 4792.00 4825.00 V
213 v2604 20251013 5004.00 ... 5000.00 5025.00 V
214 v2605 20251013 5054.00 ... 5037.00 5072.00 V
215 v2606 20251013 5072.00 ... 5070.00 5104.00 V
216 v2607 20251013 5110.00 ... 5108.00 5147.00 V
217 v2608 20251013 5138.00 ... 5148.00 5171.00 V
218 v2609 20251013 5194.00 ... 5176.00 5212.00 V
219 y2511 20251013 8290.00 ... 8284.00 8326.00 Y
220 y2512 20251013 8322.00 ... 8322.00 8370.00 Y
221 y2601 20251013 8282.00 ... 8282.00 8324.00 Y
222 y2603 20251013 8248.00 ... 8214.00 8266.00 Y
223 y2605 20251013 8032.00 ... 8030.00 8068.00 Y
224 y2607 20251013 7996.00 ... 7974.00 8014.00 Y
225 y2608 20251013 7986.00 ... 7968.00 8024.00 Y
226 y2609 20251013 7948.00 ... 7940.00 7988.00 Y
[227 rows x 12 columns]
2025-10-17 16:26:01,910 - future_1d - INFO - ak.get_dce_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 IC2510 20251013 7200.000 ... 7342.600 7389.600 IC
1 IC2511 20251013 7051.200 ... 7267.400 7320.000 IC
2 IC2512 20251013 7100.000 ... 7221.400 7272.600 IC
3 IC2603 20251013 6900.000 ... 7055.200 7109.200 IC
4 IF2510 20251013 4520.000 ... 4580.400 4615.200 IF
5 IF2511 20251013 4557.200 ... 4569.800 4603.600 IF
6 IF2512 20251013 4520.000 ... 4559.400 4593.200 IF
7 IF2603 20251013 4500.200 ... 4539.400 4571.200 IF
8 IH2510 20251013 2924.200 ... 2964.200 2974.000 IH
9 IH2511 20251013 2920.000 ... 2961.000 2973.200 IH
10 IH2512 20251013 2930.000 ... 2961.200 2973.200 IH
11 IH2603 20251013 2926.400 ... 2962.000 2972.600 IH
12 IM2510 20251013 7377.400 ... 7473.000 7519.600 IM
13 IM2511 20251013 7198.000 ... 7381.400 7427.400 IM
14 IM2512 20251013 7156.000 ... 7303.800 7346.400 IM
15 IM2603 20251013 6950.000 ... 7076.600 7127.400 IM
16 T2512 20251013 108.155 ... 108.050 107.960 T
17 T2603 20251013 105.515 ... 107.720 107.665 T
18 T2606 20251013 105.385 ... 107.625 107.535 T
19 TF2512 20251013 105.755 ... 105.665 105.655 TF
20 TF2603 20251013 105.620 ... 105.560 105.555 TF
21 TF2606 20251013 105.635 ... 105.570 105.575 TF
22 TL2512 20251013 114.700 ... 114.370 114.020 TL
23 TL2603 20251013 113.830 ... 114.030 113.690 TL
24 TL2606 20251013 109.640 ... 113.990 113.610 TL
25 TS2512 20251013 102.390 ... 102.366 102.352 TS
26 TS2603 20251013 102.298 ... 102.270 102.264 TS
27 TS2606 20251013 102.350 ... 102.332 102.324 TS
[28 rows x 12 columns]
2025-10-17 16:26:02,047 - future_1d - INFO - ak.get_cffex_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 SC2511 20251013 455.5 ... 451.5 466.2 SC
1 SC2512 20251013 458.4 ... 453.7 468.5 SC
2 SC2601 20251013 459.5 ... 454.1 468.3 SC
3 SC2602 20251013 458.4 ... 453.8 468.2 SC
4 SC2603 20251013 460.5 ... 454.8 466.7 SC
5 SC2604 20251013 457.3 ... 455.4 465.9 SC
6 SC2605 20251013 458 ... 455.9 465.8 SC
7 SC2606 20251013 460.2 ... 453.1 465.7 SC
8 SC2607 20251013 454.2 ... 454.9 468.1 SC
9 SC2608 20251013 455.9 ... 454.1 464.4 SC
10 SC2609 20251013 456 ... 454 465.9 SC
11 SC2610 20251013 452.8 ... 449.7 464.9 SC
12 SC2612 20251013 454 ... 452.6 465 SC
13 SC2703 20251013 450.1 ... 451.6 464.2 SC
14 SC2706 20251013 451 ... 450.1 466 SC
15 SC2709 20251013 450.6 ... 450.6 463.3 SC
16 SC2712 20251013 452.8 ... 451 461.8 SC
17 SC2803 20251013 449.9 ... 449 458 SC
18 SC2806 20251013 449.2 ... 449.9 456.6 SC
19 SC2809 20251013 453.8 ... 451.2 457.8 SC
21 LU2511 20251013 3245 ... 3220 3327 LU
22 LU2512 20251013 3269 ... 3240 3332 LU
23 LU2601 20251013 3256 ... 3232 3313 LU
24 LU2602 20251013 3253 ... 3229 3304 LU
25 LU2603 20251013 3233 ... 3232 3303 LU
26 LU2604 20251013 3276 ... 3247 3277 LU
27 LU2605 20251013 3231 ... 3222 3286 LU
28 LU2606 20251013 3211 ... 3210 3255 LU
29 LU2607 20251013 3209 ... 3208 3259 LU
30 LU2608 20251013 3206 ... 3205 3257 LU
31 LU2609 20251013 3207 ... 3208 3257 LU
32 LU2610 20251013 3219 ... 3209 3260 LU
34 NR2510 20251013 12000 ... 11960 12310 NR
35 NR2511 20251013 12340 ... 12085 12395 NR
36 NR2512 20251013 12360 ... 12080 12400 NR
37 NR2601 20251013 12380 ... 12100 12400 NR
38 NR2602 20251013 12290 ... 12035 12370 NR
39 NR2603 20251013 12255 ... 12085 12395 NR
40 NR2604 20251013 12235 ... 12090 12380 NR
41 NR2605 20251013 12245 ... 12095 12410 NR
42 NR2606 20251013 12095 ... 12095 12410 NR
43 NR2607 20251013 12115 ... 12115 12490 NR
44 NR2608 20251013 12370 ... 12205 12535 NR
45 NR2609 20251013 12405 ... 12250 12510 NR
47 BC2510 20251013 75030 ... 75030 76060 BC
48 BC2511 20251013 76740 ... 75420 77210 BC
49 BC2512 20251013 76800 ... 75700 77230 BC
50 BC2601 20251013 75730 ... 75730 77150 BC
51 BC2602 20251013 ... 76660 76900 BC
52 BC2603 20251013 76740 ... 76740 77470 BC
53 BC2604 20251013 ... 76740 77000 BC
54 BC2605 20251013 ... 75900 75900 BC
55 BC2606 20251013 ... 75880 75880 BC
56 BC2607 20251013 ... 76850 76850 BC
57 BC2608 20251013 ... 75800 75800 BC
58 BC2609 20251013 76130 ... 76130 75710 BC
60 EC2510 20251013 1129.9 ... 1133.1 1125.5 EC
61 EC2512 20251013 1526 ... 1559.4 1605.1 EC
62 EC2602 20251013 1300 ... 1358 1365.4 EC
63 EC2604 20251013 1050 ... 1090.9 1084.9 EC
64 EC2606 20251013 1248.5 ... 1254.5 1268 EC
65 EC2608 20251013 1350 ... 1388.7 1405.1 EC
68 SC_TAS2511 20251013 ... SC_TAS
69 SC_TAS2512 20251013 ... SC_TAS
70 SC_TAS2601 20251013 ... SC_TAS
71 SC_TAS2602 20251013 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 16:26:02,108 - future_1d - INFO - ak.get_ine_daily('2025-10-13') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251013 9179.0 9184.0 ... 247.60 9170.0 9037.0 AP
1 AP511 20251013 8770.0 8770.0 ... 15123.95 8697.0 8747.0 AP
2 AP512 20251013 8695.0 8695.0 ... 2074.47 8644.0 8689.0 AP
3 AP601 20251013 8723.0 8723.0 ... 833542.16 8665.0 8721.0 AP
4 AP603 20251013 8580.0 8605.0 ... 3473.66 8556.0 8580.0 AP
5 AP604 20251013 8600.0 8628.0 ... 1519.73 8586.0 8592.0 AP
6 AP605 20251013 8688.0 8707.0 ... 39803.70 8651.0 8640.0 AP
7 CF511 20251013 13250.0 13390.0 ... 349777.06 13330.0 13340.0 CF
8 CF601 20251013 13265.0 13365.0 ... 1873355.61 13285.0 13355.0 CF
9 CF603 20251013 13300.0 13375.0 ... 119069.36 13300.0 13335.0 CF
10 CF605 20251013 13300.0 13410.0 ... 478502.79 13325.0 13405.0 CF
11 CF607 20251013 13365.0 13435.0 ... 1854.27 13340.0 13435.0 CF
12 CF609 20251013 13510.0 13590.0 ... 5072.95 13510.0 13590.0 CF
13 CJ512 20251013 11040.0 11140.0 ... 7329.95 11065.0 11015.0 CJ
14 CJ601 20251013 11165.0 11245.0 ... 980120.35 11150.0 11110.0 CJ
15 CJ603 20251013 11105.0 11190.0 ... 12708.03 11100.0 11060.0 CJ
16 CJ605 20251013 11245.0 11300.0 ... 146275.18 11220.0 11170.0 CJ
17 CJ607 20251013 11275.0 11370.0 ... 1975.92 11290.0 11225.0 CJ
18 CJ609 20251013 11375.0 11480.0 ... 1180.63 11405.0 11365.0 CJ
19 CY510 20251013 0.0 0.0 ... 0.00 19455.0 19515.0 CY
20 CY511 20251013 19715.0 19790.0 ... 11478.36 19720.0 19725.0 CY
21 CY512 20251013 19100.0 19100.0 ... 19.10 19100.0 19310.0 CY
22 CY601 20251013 19290.0 19435.0 ... 107116.74 19355.0 19415.0 CY
23 CY602 20251013 19595.0 19595.0 ... 9.80 19595.0 19485.0 CY
24 CY603 20251013 19540.0 19540.0 ... 29.31 19540.0 19560.0 CY
25 CY604 20251013 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251013 19540.0 19590.0 ... 39.11 19555.0 19575.0 CY
27 CY606 20251013 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251013 0.0 0.0 ... 0.00 19845.0 19850.0 CY
29 CY608 20251013 19535.0 19550.0 ... 29.32 19545.0 19335.0 CY
30 CY609 20251013 19700.0 19745.0 ... 29.59 19725.0 19805.0 CY
31 FG510 20251013 1081.0 1087.0 ... 34.74 1086.0 1099.0 FG
32 FG511 20251013 1095.0 1099.0 ... 225738.73 1085.0 1117.0 FG
33 FG512 20251013 1209.0 1209.0 ... 89147.14 1186.0 1230.0 FG
34 FG601 20251013 1195.0 1199.0 ... 4880151.55 1178.0 1224.0 FG
35 FG602 20251013 1262.0 1276.0 ... 39225.58 1240.0 1282.0 FG
36 FG603 20251013 1263.0 1280.0 ... 85376.23 1244.0 1288.0 FG
37 FG604 20251013 1329.0 1329.0 ... 2460.54 1312.0 1355.0 FG
38 FG605 20251013 1325.0 1327.0 ... 237964.57 1310.0 1351.0 FG
39 FG606 20251013 1352.0 1355.0 ... 2005.55 1344.0 1384.0 FG
40 FG607 20251013 1350.0 1350.0 ... 3246.68 1338.0 1372.0 FG
41 FG608 20251013 1394.0 1399.0 ... 1969.34 1389.0 1416.0 FG
42 FG609 20251013 1400.0 1400.0 ... 7377.54 1390.0 1417.0 FG
43 JR511 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251013 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251013 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251013 2204.0 2231.0 ... 553.95 2216.0 2204.0 MA
52 MA511 20251013 2255.0 2312.0 ... 111083.11 2288.0 2243.0 MA
53 MA512 20251013 2288.0 2337.0 ... 114888.52 2319.0 2270.0 MA
54 MA601 20251013 2310.0 2358.0 ... 2948666.47 2335.0 2295.0 MA
55 MA602 20251013 2336.0 2383.0 ... 114827.03 2364.0 2326.0 MA
56 MA603 20251013 2358.0 2396.0 ... 139502.89 2380.0 2347.0 MA
57 MA604 20251013 2363.0 2389.0 ... 142.84 2381.0 2360.0 MA
58 MA605 20251013 2351.0 2377.0 ... 366079.27 2361.0 2346.0 MA
59 MA606 20251013 2366.0 2378.0 ... 23.68 2368.0 2351.0 MA
60 MA607 20251013 2338.0 2357.0 ... 455.40 2347.0 2341.0 MA
61 MA608 20251013 2334.0 2349.0 ... 16.37 2338.0 2347.0 MA
62 MA609 20251013 2315.0 2332.0 ... 4651.40 2319.0 2321.0 MA
63 OI511 20251013 10226.0 10232.0 ... 245449.62 10149.0 10308.0 OI
64 OI601 20251013 10058.0 10064.0 ... 2729776.83 9987.0 10138.0 OI
65 OI603 20251013 9858.0 9874.0 ... 311421.85 9818.0 9916.0 OI
66 OI605 20251013 9590.0 9605.0 ... 133233.75 9549.0 9652.0 OI
67 OI607 20251013 9521.0 9536.0 ... 1081.75 9489.0 9559.0 OI
68 OI609 20251013 9472.0 9482.0 ... 1113.52 9437.0 9512.0 OI
69 PF510 20251013 6162.0 6162.0 ... 86.24 6160.0 6200.0 PF
70 PF511 20251013 6188.0 6208.0 ... 369690.63 6184.0 6228.0 PF
71 PF512 20251013 6152.0 6162.0 ... 750754.31 6136.0 6184.0 PF
72 PF601 20251013 6198.0 6206.0 ... 83485.03 6180.0 6230.0 PF
73 PF602 20251013 6156.0 6168.0 ... 378806.48 6146.0 6188.0 PF
74 PF603 20251013 6136.0 6154.0 ... 27467.79 6126.0 6184.0 PF
75 PF604 20251013 6220.0 6242.0 ... 121.06 6208.0 6246.0 PF
76 PF605 20251013 6238.0 6248.0 ... 453.17 6208.0 6262.0 PF
77 PF606 20251013 6220.0 6252.0 ... 195.73 6214.0 6280.0 PF
78 PF607 20251013 6266.0 6272.0 ... 99.79 6238.0 6302.0 PF
79 PF608 20251013 6290.0 6292.0 ... 18.80 6268.0 6326.0 PF
80 PF609 20251013 6288.0 6294.0 ... 37.64 6274.0 6360.0 PF
81 PK510 20251013 7850.0 8134.0 ... 321.99 7854.0 7678.0 PK
82 PK511 20251013 7810.0 7932.0 ... 518888.53 7866.0 7816.0 PK
83 PK512 20251013 7810.0 7986.0 ... 200933.09 7874.0 7792.0 PK
84 PK601 20251013 7860.0 8040.0 ... 497693.03 7934.0 7838.0 PK
85 PK603 20251013 7878.0 8110.0 ... 108199.06 7994.0 7886.0 PK
86 PK604 20251013 7922.0 8114.0 ... 1134.44 8018.0 7924.0 PK
87 PK605 20251013 7958.0 8158.0 ... 34007.03 8044.0 7928.0 PK
88 PL601 20251013 6205.0 6219.0 ... 84232.37 6190.0 6205.0 PL
89 PL602 20251013 6241.0 6252.0 ... 15931.23 6228.0 6242.0 PL
90 PL603 20251013 6229.0 6243.0 ... 16274.40 6221.0 6240.0 PL
91 PL604 20251013 0.0 0.0 ... 0.00 6239.0 6239.0 PL
92 PL605 20251013 6202.0 6219.0 ... 148.72 6197.0 6200.0 PL
93 PL606 20251013 6183.0 6183.0 ... 12.37 6183.0 6290.0 PL
94 PL607 20251013 6199.0 6257.0 ... 62.11 6211.0 6244.0 PL
95 PL608 20251013 0.0 0.0 ... 0.00 6415.0 6429.0 PL
96 PL609 20251013 0.0 0.0 ... 0.00 6331.0 6343.0 PL
97 PM511 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251013 0.0 0.0 ... 0.00 5710.0 5738.0 PR
104 PR511 20251013 5688.0 5694.0 ... 63099.17 5674.0 5734.0 PR
105 PR512 20251013 5646.0 5670.0 ... 307170.80 5650.0 5702.0 PR
106 PR601 20251013 5618.0 5650.0 ... 276097.42 5628.0 5686.0 PR
107 PR602 20251013 5684.0 5690.0 ... 78682.13 5666.0 5712.0 PR
108 PR603 20251013 5686.0 5702.0 ... 630.68 5682.0 5728.0 PR
109 PR604 20251013 5722.0 5732.0 ... 436.49 5706.0 5750.0 PR
110 PR605 20251013 5742.0 5750.0 ... 360.94 5730.0 5800.0 PR
111 PR606 20251013 5780.0 5780.0 ... 17.32 5774.0 5814.0 PR
112 PR607 20251013 5768.0 5768.0 ... 25.90 5756.0 5810.0 PR
113 PR608 20251013 5770.0 5770.0 ... 8.66 5770.0 5790.0 PR
114 PR609 20251013 5768.0 5768.0 ... 8.65 5768.0 5832.0 PR
115 PX510 20251013 0.0 0.0 ... 0.00 6402.0 6458.0 PX
116 PX511 20251013 6484.0 6502.0 ... 352883.64 6464.0 6532.0 PX
117 PX512 20251013 6478.0 6484.0 ... 116018.56 6444.0 6516.0 PX
118 PX601 20251013 6470.0 6478.0 ... 358197.49 6440.0 6508.0 PX
119 PX602 20251013 6466.0 6488.0 ... 113321.41 6454.0 6516.0 PX
120 PX603 20251013 6392.0 6486.0 ... 89774.39 6450.0 6518.0 PX
121 PX604 20251013 0.0 0.0 ... 0.00 6468.0 6552.0 PX
122 PX605 20251013 6476.0 6508.0 ... 1731.32 6472.0 6530.0 PX
123 PX606 20251013 6478.0 6480.0 ... 6.48 6480.0 6498.0 PX
124 PX607 20251013 0.0 0.0 ... 0.00 6498.0 6552.0 PX
125 PX608 20251013 6494.0 6514.0 ... 9.76 6506.0 6540.0 PX
126 PX609 20251013 6402.0 6530.0 ... 48.61 6482.0 6532.0 PX
127 RI511 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251013 2446.0 2476.0 ... 110910.67 2414.0 2455.0 RM
134 RM601 20251013 2390.0 2425.0 ... 690544.91 2398.0 2406.0 RM
135 RM603 20251013 2325.0 2347.0 ... 6457.38 2328.0 2336.0 RM
136 RM605 20251013 2323.0 2344.0 ... 135988.57 2323.0 2330.0 RM
137 RM607 20251013 2317.0 2335.0 ... 7481.71 2313.0 2322.0 RM
138 RM608 20251013 2415.0 2437.0 ... 495.84 2419.0 2426.0 RM
139 RM609 20251013 2412.0 2427.0 ... 3120.69 2408.0 2415.0 RM
140 RS511 20251013 5350.0 5570.0 ... 626.26 5399.0 5235.0 RS
141 RS607 20251013 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251013 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251013 5460.0 5466.0 ... 10.93 5463.0 5561.0 RS
144 SA510 20251013 1155.0 1164.0 ... 719.06 1156.0 1164.0 SA
145 SA511 20251013 1169.0 1184.0 ... 150992.97 1175.0 1182.0 SA
146 SA512 20251013 1229.0 1242.0 ... 203034.69 1233.0 1241.0 SA
147 SA601 20251013 1238.0 1254.0 ... 2759861.68 1243.0 1253.0 SA
148 SA602 20251013 1279.0 1289.0 ... 310592.08 1281.0 1289.0 SA
149 SA603 20251013 1285.0 1297.0 ... 362749.76 1287.0 1296.0 SA
150 SA604 20251013 1324.0 1351.0 ... 1469.97 1331.0 1339.0 SA
151 SA605 20251013 1330.0 1344.0 ... 164309.02 1333.0 1347.0 SA
152 SA606 20251013 1348.0 1362.0 ... 1391.67 1354.0 1364.0 SA
153 SA607 20251013 1353.0 1367.0 ... 1357.07 1357.0 1369.0 SA
154 SA608 20251013 1393.0 1404.0 ... 447.05 1397.0 1407.0 SA
155 SA609 20251013 1401.0 1411.0 ... 5545.93 1403.0 1414.0 SA
156 SF510 20251013 5256.0 5256.0 ... 341.13 5248.0 5310.0 SF
157 SF511 20251013 5388.0 5436.0 ... 437661.58 5402.0 5458.0 SF
158 SF512 20251013 5366.0 5400.0 ... 85465.97 5370.0 5420.0 SF
159 SF601 20251013 5356.0 5390.0 ... 277937.20 5362.0 5422.0 SF
160 SF602 20251013 5300.0 5348.0 ... 126604.08 5320.0 5380.0 SF
161 SF603 20251013 5510.0 5526.0 ... 127186.78 5504.0 5550.0 SF
162 SF604 20251013 5482.0 5482.0 ... 2.74 5482.0 5526.0 SF
163 SF605 20251013 5474.0 5500.0 ... 7901.55 5478.0 5528.0 SF
164 SF606 20251013 5476.0 5476.0 ... 70.77 5444.0 5500.0 SF
165 SF607 20251013 5632.0 5632.0 ... 58.95 5614.0 5670.0 SF
166 SF608 20251013 5634.0 5634.0 ... 5.63 5628.0 5650.0 SF
167 SF609 20251013 5620.0 5636.0 ... 58.83 5604.0 5652.0 SF
168 SH510 20251013 0.0 0.0 ... 0.00 2418.0 2435.0 SH
169 SH511 20251013 2423.0 2429.0 ... 264538.74 2408.0 2416.0 SH
170 SH512 20251013 2475.0 2484.0 ... 115601.81 2463.0 2477.0 SH
171 SH601 20251013 2470.0 2474.0 ... 2131163.08 2452.0 2469.0 SH
172 SH602 20251013 2503.0 2512.0 ... 232652.22 2488.0 2507.0 SH
173 SH603 20251013 2516.0 2522.0 ... 226706.45 2497.0 2518.0 SH
174 SH604 20251013 2543.0 2568.0 ... 1469.57 2538.0 2561.0 SH
175 SH605 20251013 2566.0 2573.0 ... 17540.34 2549.0 2568.0 SH
176 SH606 20251013 2565.0 2592.0 ... 1395.18 2569.0 2590.0 SH
177 SH607 20251013 2568.0 2588.0 ... 238.80 2568.0 2586.0 SH
178 SH608 20251013 2590.0 2594.0 ... 139.76 2588.0 2601.0 SH
179 SH609 20251013 2606.0 2614.0 ... 202.58 2597.0 2610.0 SH
180 SM510 20251013 5628.0 5628.0 ... 14.07 5628.0 5632.0 SM
181 SM511 20251013 5754.0 5760.0 ... 82827.67 5736.0 5752.0 SM
182 SM512 20251013 5736.0 5766.0 ... 118658.49 5742.0 5754.0 SM
183 SM601 20251013 5734.0 5772.0 ... 455797.99 5746.0 5760.0 SM
184 SM602 20251013 5732.0 5778.0 ... 59226.86 5754.0 5768.0 SM
185 SM603 20251013 5736.0 5794.0 ... 160204.94 5766.0 5780.0 SM
186 SM604 20251013 5766.0 5770.0 ... 5.77 5768.0 5794.0 SM
187 SM605 20251013 5766.0 5800.0 ... 15677.94 5770.0 5796.0 SM
188 SM606 20251013 5784.0 5804.0 ... 34.70 5784.0 5796.0 SM
189 SM607 20251013 5790.0 5814.0 ... 11.59 5796.0 5820.0 SM
190 SM608 20251013 5834.0 5834.0 ... 5.82 5822.0 5836.0 SM
191 SM609 20251013 5792.0 5834.0 ... 1181.52 5806.0 5840.0 SM
192 SR511 20251013 5520.0 5532.0 ... 144994.96 5515.0 5553.0 SR
193 SR601 20251013 5490.0 5503.0 ... 1167868.96 5474.0 5517.0 SR
194 SR603 20251013 5485.0 5490.0 ... 180724.64 5461.0 5502.0 SR
195 SR605 20251013 5464.0 5474.0 ... 88193.18 5444.0 5485.0 SR
196 SR607 20251013 5466.0 5474.0 ... 3060.47 5446.0 5481.0 SR
197 SR609 20251013 5469.0 5480.0 ... 3429.58 5452.0 5488.0 SR
198 TA510 20251013 4466.0 4488.0 ... 17559.35 4470.0 4518.0 TA
199 TA511 20251013 4484.0 4504.0 ... 234826.64 4486.0 4534.0 TA
200 TA512 20251013 4480.0 4520.0 ... 166389.77 4500.0 4548.0 TA
201 TA601 20251013 4506.0 4532.0 ... 1361502.97 4512.0 4554.0 TA
202 TA602 20251013 4520.0 4542.0 ... 219779.69 4524.0 4568.0 TA
203 TA603 20251013 4532.0 4554.0 ... 117863.23 4536.0 4574.0 TA
204 TA604 20251013 4540.0 4556.0 ... 15.93 4554.0 4554.0 TA
205 TA605 20251013 4560.0 4580.0 ... 85276.96 4560.0 4598.0 TA
206 TA606 20251013 4552.0 4582.0 ... 18.29 4574.0 4576.0 TA
207 TA607 20251013 4578.0 4596.0 ... 16.06 4588.0 4592.0 TA
208 TA608 20251013 4588.0 4600.0 ... 16.09 4598.0 4604.0 TA
209 TA609 20251013 4600.0 4604.0 ... 2613.61 4590.0 4626.0 TA
210 UR510 20251013 1499.0 1511.0 ... 233.32 1505.0 1503.0 UR
211 UR511 20251013 1568.0 1591.0 ... 47168.91 1582.0 1576.0 UR
212 UR512 20251013 1576.0 1603.0 ... 30818.55 1594.0 1587.0 UR
213 UR601 20251013 1590.0 1617.0 ... 611518.35 1605.0 1601.0 UR
214 UR602 20251013 1595.0 1624.0 ... 23648.95 1616.0 1608.0 UR
215 UR603 20251013 1663.0 1675.0 ... 412.92 1665.0 1664.0 UR
216 UR604 20251013 1666.0 1680.0 ... 240.76 1672.0 1666.0 UR
217 UR605 20251013 1666.0 1683.0 ... 49534.15 1673.0 1672.0 UR
218 UR606 20251013 1669.0 1688.0 ... 570.05 1677.0 1676.0 UR
219 UR607 20251013 1706.0 1718.0 ... 157.47 1712.0 1711.0 UR
220 UR608 20251013 1706.0 1715.0 ... 47.85 1709.0 1705.0 UR
221 UR609 20251013 1700.0 1715.0 ... 454.03 1707.0 1703.0 UR
222 WH511 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 16:26:02,437 - future_1d - INFO - ak.get_czce_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 PS2510 20251013 0.0 ... 48935.0 50770.0 PS
1 PS2511 20251013 48575.0 ... 48745.0 49915.0 PS
2 PS2512 20251013 51060.0 ... 51255.0 52635.0 PS
3 PS2601 20251013 51000.0 ... 51225.0 52560.0 PS
4 PS2602 20251013 51035.0 ... 50965.0 52415.0 PS
5 PS2603 20251013 51650.0 ... 51050.0 52595.0 PS
6 PS2604 20251013 50915.0 ... 50915.0 52535.0 PS
7 PS2605 20251013 51035.0 ... 50960.0 52395.0 PS
8 PS2606 20251013 53335.0 ... 53035.0 54405.0 PS
9 PS2607 20251013 52990.0 ... 52870.0 54390.0 PS
10 PS2608 20251013 52505.0 ... 52975.0 54265.0 PS
11 PS2609 20251013 52825.0 ... 52870.0 54075.0 PS
13 SI2510 20251013 8660.0 ... 8695.0 8655.0 SI
14 SI2511 20251013 8595.0 ... 8710.0 8725.0 SI
15 SI2512 20251013 9000.0 ... 9075.0 9095.0 SI
16 SI2601 20251013 8865.0 ... 9025.0 9055.0 SI
17 SI2602 20251013 8940.0 ... 9025.0 9060.0 SI
18 SI2603 20251013 8900.0 ... 9030.0 9020.0 SI
19 SI2604 20251013 8975.0 ... 9050.0 9085.0 SI
20 SI2605 20251013 9000.0 ... 9055.0 9085.0 SI
21 SI2606 20251013 8940.0 ... 9040.0 9105.0 SI
22 SI2607 20251013 9005.0 ... 9085.0 9150.0 SI
23 SI2608 20251013 9020.0 ... 9095.0 9120.0 SI
24 SI2609 20251013 9020.0 ... 9095.0 9135.0 SI
27 LC2510 20251013 72000.0 ... 72040.0 72980.0 LC
28 LC2511 20251013 72800.0 ... 72320.0 73100.0 LC
29 LC2512 20251013 72000.0 ... 72520.0 73300.0 LC
30 LC2601 20251013 72100.0 ... 72520.0 73280.0 LC
31 LC2602 20251013 72400.0 ... 72440.0 73140.0 LC
32 LC2603 20251013 72320.0 ... 72460.0 73080.0 LC
33 LC2604 20251013 72900.0 ... 72880.0 73600.0 LC
34 LC2605 20251013 72920.0 ... 72960.0 73620.0 LC
35 LC2606 20251013 72980.0 ... 72920.0 73460.0 LC
36 LC2607 20251013 72800.0 ... 72900.0 73480.0 LC
37 LC2608 20251013 73000.0 ... 73020.0 73700.0 LC
38 LC2609 20251013 73020.0 ... 73080.0 73760.0 LC
[36 rows x 12 columns]
2025-10-17 16:26:02,702 - future_1d - INFO - ak.get_gfex_daily('2025-10-13') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251013 ... 84900 86530 CU
1 1 CU2511 20251013 ... 84810 86910 CU
2 2 CU2512 20251013 ... 84890 86910 CU
3 3 CU2601 20251013 ... 84840 86960 CU
4 4 CU2602 20251013 ... 84840 87010 CU
5 5 CU2603 20251013 ... 85000 87090 CU
6 6 CU2604 20251013 ... 85080 86700 CU
7 7 CU2605 20251013 ... 85420 86520 CU
8 8 CU2606 20251013 ... 84990 86870 CU
9 9 CU2607 20251013 ... 85020 86660 CU
10 10 CU2608 20251013 ... 85030 86640 CU
11 11 CU2609 20251013 ... 84920 86490 CU
12 12 BC2510 20251013 ... 75030 76060 BC
13 13 BC2511 20251013 ... 75420 77210 BC
14 14 BC2512 20251013 ... 75700 77230 BC
15 15 BC2601 20251013 ... 75730 77150 BC
16 16 BC2602 20251013 ... 76660 76900 BC
17 17 BC2603 20251013 ... 76740 77470 BC
18 18 BC2604 20251013 ... 76740 77000 BC
19 19 BC2605 20251013 ... 75900 75900 BC
20 20 BC2606 20251013 ... 75880 75880 BC
21 21 BC2607 20251013 ... 76850 76850 BC
22 22 BC2608 20251013 ... 75800 75800 BC
23 23 BC2609 20251013 ... 76130 75710 BC
24 24 AL2510 20251013 ... 20855 21055 AL
25 25 AL2511 20251013 ... 20860 21090 AL
26 26 AL2512 20251013 ... 20870 21090 AL
27 27 AL2601 20251013 ... 20865 21085 AL
28 28 AL2602 20251013 ... 20875 21080 AL
29 29 AL2603 20251013 ... 20900 21065 AL
30 30 AL2604 20251013 ... 20910 21100 AL
31 31 AL2605 20251013 ... 20920 21095 AL
32 32 AL2606 20251013 ... 20935 21085 AL
33 33 AL2607 20251013 ... 20945 21100 AL
34 34 AL2608 20251013 ... 20905 21100 AL
35 35 AL2609 20251013 ... 20970 21095 AL
36 36 ZN2510 20251013 ... 22220 22320 ZN
37 37 ZN2511 20251013 ... 22285 22385 ZN
38 38 ZN2512 20251013 ... 22310 22415 ZN
39 39 ZN2601 20251013 ... 22335 22450 ZN
40 40 ZN2602 20251013 ... 22350 22460 ZN
41 41 ZN2603 20251013 ... 22370 22520 ZN
42 42 ZN2604 20251013 ... 22390 22530 ZN
43 43 ZN2605 20251013 ... 22430 22580 ZN
44 44 ZN2606 20251013 ... 22420 22550 ZN
45 45 ZN2607 20251013 ... 22435 22590 ZN
46 46 ZN2608 20251013 ... 22460 22615 ZN
47 47 ZN2609 20251013 ... 22490 22600 ZN
48 48 PB2510 20251013 ... 17110 17075 PB
49 49 PB2511 20251013 ... 17155 17125 PB
50 50 PB2512 20251013 ... 17160 17145 PB
51 51 PB2601 20251013 ... 17145 17150 PB
52 52 PB2602 20251013 ... 17150 17170 PB
53 53 PB2603 20251013 ... 17170 17195 PB
54 54 PB2604 20251013 ... 17300 17185 PB
55 55 PB2605 20251013 ... 17190 17190 PB
56 56 PB2606 20251013 ... 17200 17190 PB
57 57 PB2607 20251013 ... 17175 17215 PB
58 58 PB2608 20251013 ... 17195 17230 PB
59 59 PB2609 20251013 ... 17235 17285 PB
60 60 NI2510 20251013 ... 121270 123510 NI
61 61 NI2511 20251013 ... 121650 123490 NI
62 62 NI2512 20251013 ... 121790 123650 NI
63 63 NI2601 20251013 ... 122050 124140 NI
64 64 NI2602 20251013 ... 122160 124730 NI
65 65 NI2603 20251013 ... 122400 124490 NI
66 66 NI2604 20251013 ... 122570 124710 NI
67 67 NI2605 20251013 ... 122990 124870 NI
68 68 NI2606 20251013 ... 123150 125130 NI
69 69 NI2607 20251013 ... 123230 125580 NI
70 70 NI2608 20251013 ... 123580 125770 NI
71 71 NI2609 20251013 ... 123920 125640 NI
72 72 SN2510 20251013 ... 282760 288270 SN
73 73 SN2511 20251013 ... 283550 288430 SN
74 74 SN2512 20251013 ... 283610 288660 SN
75 75 SN2601 20251013 ... 283460 288660 SN
76 76 SN2602 20251013 ... 283290 288930 SN
77 77 SN2603 20251013 ... 283900 289020 SN
78 78 SN2604 20251013 ... 283870 288650 SN
79 79 SN2605 20251013 ... 283660 288950 SN
80 80 SN2606 20251013 ... 282530 288740 SN
81 81 SN2607 20251013 ... 283050 288440 SN
82 82 SN2608 20251013 ... 283690 289090 SN
83 83 SN2609 20251013 ... 284540 287680 SN
84 84 AO2510 20251013 ... 2782 2834 AO
85 85 AO2511 20251013 ... 2798 2848 AO
86 86 AO2512 20251013 ... 2816 2871 AO
87 87 AO2601 20251013 ... 2825 2877 AO
88 88 AO2602 20251013 ... 2842 2891 AO
89 89 AO2603 20251013 ... 2913 2953 AO
90 90 AO2604 20251013 ... 2925 2966 AO
91 91 AO2605 20251013 ... 2933 2979 AO
92 92 AO2606 20251013 ... 2941 2982 AO
93 93 AO2607 20251013 ... 2952 2994 AO
94 94 AO2608 20251013 ... 2969 3004 AO
95 95 AO2609 20251013 ... 2986 3026 AO
96 96 AD2511 20251013 ... 20360 20560 AD
97 97 AD2512 20251013 ... 20385 20635 AD
98 98 AD2601 20251013 ... 20455 20655 AD
99 99 AD2602 20251013 ... 20475 20680 AD
100 100 AD2603 20251013 ... 20515 20520 AD
101 101 AD2604 20251013 ... 20535 20590 AD
102 102 AD2605 20251013 ... 20445 20610 AD
103 103 AD2606 20251013 ... 20415 20470 AD
104 104 AD2607 20251013 ... 20510 20510 AD
105 105 AD2608 20251013 ... 20495 20495 AD
106 106 AD2609 20251013 ... 20410 20670 AD
107 107 AU2510 20251013 ... 917.92 909.14 AU
108 108 AU2511 20251013 ... 912.52 909.34 AU
109 109 AU2512 20251013 ... 914.3 909.44 AU
110 110 AU2602 20251013 ... 917.5 912.78 AU
111 111 AU2604 20251013 ... 920.14 915.4 AU
112 112 AU2606 20251013 ... 923.4 919.88 AU
113 113 AU2608 20251013 ... 928.54 920.88 AU
114 114 AU2610 20251013 ... 931.62 924.4 AU
115 115 AG2510 20251013 ... 11261 11090 AG
116 116 AG2511 20251013 ... 11233 11208 AG
117 117 AG2512 20251013 ... 11236 11213 AG
118 118 AG2601 20251013 ... 11240 11236 AG
119 119 AG2602 20251013 ... 11266 11241 AG
120 120 AG2603 20251013 ... 11298 11274 AG
121 121 AG2604 20251013 ... 11311 11275 AG
122 122 AG2605 20251013 ... 11296 11290 AG
123 123 AG2606 20251013 ... 11320 11308 AG
124 124 AG2607 20251013 ... 11321 11279 AG
125 125 AG2608 20251013 ... 11303 11326 AG
126 126 AG2609 20251013 ... 11362 11320 AG
127 127 RB2510 20251013 ... 2998 3022 RB
128 128 RB2511 20251013 ... 3021 3039 RB
129 129 RB2512 20251013 ... 3068 3089 RB
130 130 RB2601 20251013 ... 3086 3107 RB
131 131 RB2602 20251013 ... 3091 3107 RB
132 132 RB2603 20251013 ... 3112 3128 RB
133 133 RB2604 20251013 ... 3133 3151 RB
134 134 RB2605 20251013 ... 3140 3166 RB
135 135 RB2606 20251013 ... 3151 3186 RB
136 136 RB2607 20251013 ... 3166 3192 RB
137 137 RB2608 20251013 ... 3176 3195 RB
138 138 RB2609 20251013 ... 3178 3203 RB
139 139 WR2510 20251013 ... 3069 3069 WR
140 140 WR2511 20251013 ... 3270 3270 WR
141 141 WR2512 20251013 ... 3309 3309 WR
142 142 WR2601 20251013 ... 3351 3416 WR
143 143 WR2602 20251013 ... 3384 3384 WR
144 144 WR2603 20251013 ... 3361 3361 WR
145 145 WR2604 20251013 ... 3369 3369 WR
146 146 WR2605 20251013 ... 3353 3385 WR
147 147 WR2606 20251013 ... 3360 3360 WR
148 148 WR2607 20251013 ... 3390 3390 WR
149 149 WR2608 20251013 ... 3431 3431 WR
150 150 WR2609 20251013 ... 3430 3430 WR
151 151 HC2510 20251013 ... 3417 3394 HC
152 152 HC2511 20251013 ... 3304 3327 HC
153 153 HC2512 20251013 ... 3285 3312 HC
154 154 HC2601 20251013 ... 3264 3290 HC
155 155 HC2602 20251013 ... 3281 3294 HC
156 156 HC2603 20251013 ... 3274 3295 HC
157 157 HC2604 20251013 ... 3278 3300 HC
158 158 HC2605 20251013 ... 3274 3299 HC
159 159 HC2606 20251013 ... 3277 3299 HC
160 160 HC2607 20251013 ... 3278 3306 HC
161 161 HC2608 20251013 ... 3295 3310 HC
162 162 HC2609 20251013 ... 3293 3319 HC
163 163 SS2510 20251013 ... 12535 12625 SS
164 164 SS2511 20251013 ... 12675 12840 SS
165 165 SS2512 20251013 ... 12685 12860 SS
166 166 SS2601 20251013 ... 12775 12935 SS
167 167 SS2602 20251013 ... 12820 12985 SS
168 168 SS2603 20251013 ... 12895 13080 SS
169 169 SS2604 20251013 ... 12980 13145 SS
170 170 SS2605 20251013 ... 13035 13235 SS
171 171 SS2606 20251013 ... 13120 13320 SS
172 172 SS2607 20251013 ... 13170 13340 SS
173 173 SS2608 20251013 ... 13220 13420 SS
174 174 SS2609 20251013 ... 13295 13465 SS
175 175 SC2511 20251013 ... 451.5 466.2 SC
176 176 SC2512 20251013 ... 453.7 468.5 SC
177 177 SC2601 20251013 ... 454.1 468.3 SC
178 178 SC2602 20251013 ... 453.8 468.2 SC
179 179 SC2603 20251013 ... 454.8 466.7 SC
180 180 SC2604 20251013 ... 455.4 465.9 SC
181 181 SC2605 20251013 ... 455.9 465.8 SC
182 182 SC2606 20251013 ... 453.1 465.7 SC
183 183 SC2607 20251013 ... 454.9 468.1 SC
184 184 SC2608 20251013 ... 454.1 464.4 SC
185 185 SC2609 20251013 ... 454 465.9 SC
186 186 SC2610 20251013 ... 449.7 464.9 SC
187 187 SC2612 20251013 ... 452.6 465 SC
188 188 SC2703 20251013 ... 451.6 464.2 SC
189 189 SC2706 20251013 ... 450.1 466 SC
190 190 SC2709 20251013 ... 450.6 463.3 SC
191 191 SC2712 20251013 ... 451 461.8 SC
192 192 SC2803 20251013 ... 449 458 SC
193 193 SC2806 20251013 ... 449.9 456.6 SC
194 194 SC2809 20251013 ... 451.2 457.8 SC
195 195 LU2511 20251013 ... 3220 3327 LU
196 196 LU2512 20251013 ... 3240 3332 LU
197 197 LU2601 20251013 ... 3232 3313 LU
198 198 LU2602 20251013 ... 3229 3304 LU
199 199 LU2603 20251013 ... 3232 3303 LU
200 200 LU2604 20251013 ... 3247 3277 LU
201 201 LU2605 20251013 ... 3222 3286 LU
202 202 LU2606 20251013 ... 3210 3255 LU
203 203 LU2607 20251013 ... 3208 3259 LU
204 204 LU2608 20251013 ... 3205 3257 LU
205 205 LU2609 20251013 ... 3208 3257 LU
206 206 LU2610 20251013 ... 3209 3260 LU
207 207 FU2511 20251013 ... 2794 2877 FU
208 208 FU2512 20251013 ... 2750 2832 FU
209 209 FU2601 20251013 ... 2730 2803 FU
210 210 FU2602 20251013 ... 2712 2779 FU
211 211 FU2603 20251013 ... 2704 2772 FU
212 212 FU2604 20251013 ... 2702 2766 FU
213 213 FU2605 20251013 ... 2694 2754 FU
214 214 FU2606 20251013 ... 2688 2749 FU
215 215 FU2607 20251013 ... 2675 2724 FU
216 216 FU2608 20251013 ... 2651 2701 FU
217 217 FU2609 20251013 ... 2645 2688 FU
218 218 FU2610 20251013 ... 2628 2678 FU
219 219 BU2510 20251013 ... 3448 3455 BU
220 220 BU2511 20251013 ... 3310 3346 BU
221 221 BU2512 20251013 ... 3240 3297 BU
222 222 BU2601 20251013 ... 3201 3278 BU
223 223 BU2602 20251013 ... 3207 3282 BU
224 224 BU2603 20251013 ... 3220 3295 BU
225 225 BU2604 20251013 ... 3215 3292 BU
226 226 BU2605 20251013 ... 3217 3309 BU
227 227 BU2606 20251013 ... 3236 3297 BU
228 228 BU2607 20251013 ... 3230 3316 BU
229 229 BU2608 20251013 ... 3216 3299 BU
230 230 BU2609 20251013 ... 3221 3283 BU
231 231 BU2612 20251013 ... 3170 3247 BU
232 232 BU2703 20251013 ... 3178 3253 BU
233 233 BU2706 20251013 ... 3184 3270 BU
234 234 BU2709 20251013 ... 3195 3272 BU
235 235 BR2510 20251013 ... 10905 11400 BR
236 236 BR2511 20251013 ... 10935 11245 BR
237 237 BR2512 20251013 ... 10900 11200 BR
238 238 BR2601 20251013 ... 10905 11200 BR
239 239 BR2602 20251013 ... 10895 11185 BR
240 240 BR2603 20251013 ... 10895 11255 BR
241 241 BR2604 20251013 ... 10935 11275 BR
242 242 BR2605 20251013 ... 10940 11245 BR
243 243 BR2606 20251013 ... 10985 11280 BR
244 244 BR2607 20251013 ... 11140 11400 BR
245 245 BR2608 20251013 ... 11070 11410 BR
246 246 BR2609 20251013 ... 11185 11485 BR
247 247 RU2510 20251013 ... 14165 14535 RU
248 248 RU2511 20251013 ... 14195 14545 RU
249 249 RU2601 20251013 ... 14990 15360 RU
250 250 RU2603 20251013 ... 14945 15310 RU
251 251 RU2604 20251013 ... 14960 15310 RU
252 252 RU2605 20251013 ... 14975 15315 RU
253 253 RU2606 20251013 ... 14930 15315 RU
254 254 RU2607 20251013 ... 14930 15400 RU
255 255 RU2608 20251013 ... 15000 15375 RU
256 256 RU2609 20251013 ... 15005 15365 RU
257 257 NR2510 20251013 ... 11960 12310 NR
258 258 NR2511 20251013 ... 12085 12395 NR
259 259 NR2512 20251013 ... 12080 12400 NR
260 260 NR2601 20251013 ... 12100 12400 NR
261 261 NR2602 20251013 ... 12035 12370 NR
262 262 NR2603 20251013 ... 12085 12395 NR
263 263 NR2604 20251013 ... 12090 12380 NR
264 264 NR2605 20251013 ... 12095 12410 NR
265 265 NR2606 20251013 ... 12095 12410 NR
266 266 NR2607 20251013 ... 12115 12490 NR
267 267 NR2608 20251013 ... 12205 12535 NR
268 268 NR2609 20251013 ... 12250 12510 NR
269 269 SP2510 20251013 ... 4772 4808 SP
270 270 SP2511 20251013 ... 4798 4816 SP
271 271 SP2512 20251013 ... 4828 4838 SP
272 272 SP2601 20251013 ... 5098 5108 SP
273 273 SP2602 20251013 ... 5120 5118 SP
274 274 SP2603 20251013 ... 5132 5128 SP
275 275 SP2604 20251013 ... 5132 5152 SP
276 276 SP2605 20251013 ... 5170 5152 SP
277 277 SP2606 20251013 ... 5232 5190 SP
278 278 SP2607 20251013 ... 5158 5172 SP
279 279 SP2608 20251013 ... 5164 5180 SP
280 280 SP2609 20251013 ... 5200 5190 SP
281 281 OP2601 20251013 ... 4216 4224 OP
282 282 OP2602 20251013 ... 4226 4234 OP
283 283 OP2603 20251013 ... 4228 4234 OP
284 284 OP2604 20251013 ... 4258 4258 OP
285 285 OP2605 20251013 ... 4242 4260 OP
286 286 OP2606 20251013 ... 4202 4234 OP
287 287 OP2607 20251013 ... 4242 4238 OP
288 288 OP2608 20251013 ... 4274 4240 OP
289 289 OP2609 20251013 ... 4186 4242 OP
290 290 EC2510 20251013 ... 1133.1 1125.5 EC
291 291 EC2512 20251013 ... 1559.4 1605.1 EC
292 292 EC2602 20251013 ... 1358 1365.4 EC
293 293 EC2604 20251013 ... 1090.9 1084.9 EC
294 294 EC2606 20251013 ... 1254.5 1268 EC
295 295 EC2608 20251013 ... 1388.7 1405.1 EC
296 296 SC_TAS2511 20251013 ... SC_TAS
297 297 SC_TAS2512 20251013 ... SC_TAS
298 298 SC_TAS2601 20251013 ... SC_TAS
299 299 SC_TAS2602 20251013 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 16:26:02,822 - future_1d - INFO - ak.get_shfe_daily('2025-10-13') done
2025-10-17 16:26:04,597 - future_1d - INFO - save future_daily 2025-10-13 completed
symbol date open ... settle pre_settle variety
0 a2511 20251014 3959.00 ... 3957.00 3968.00 A
1 a2601 20251014 3967.00 ... 3969.00 3969.00 A
2 a2603 20251014 3965.00 ... 3972.00 3971.00 A
3 a2605 20251014 4009.00 ... 4011.00 4004.00 A
4 a2607 20251014 4010.00 ... 4012.00 4003.00 A
5 a2609 20251014 4011.00 ... 4011.00 4008.00 A
6 b2510 20251014 0.00 ... 3619.00 3619.00 B
7 b2511 20251014 3639.00 ... 3607.00 3628.00 B
8 b2512 20251014 3653.00 ... 3636.00 3656.00 B
9 b2601 20251014 3633.00 ... 3628.00 3651.00 B
10 b2602 20251014 3650.00 ... 3632.00 3656.00 B
11 b2603 20251014 3612.00 ... 3599.00 3617.00 B
12 b2604 20251014 3530.00 ... 3500.00 3537.00 B
13 b2605 20251014 3453.00 ... 3444.00 3459.00 B
14 b2606 20251014 3432.00 ... 3409.00 3436.00 B
15 b2607 20251014 3434.00 ... 3415.00 3434.00 B
16 b2608 20251014 3526.00 ... 3511.00 3529.00 B
17 b2609 20251014 3552.00 ... 3543.00 3548.00 B
18 bb2511 20251014 0.00 ... 144.65 144.65 BB
19 bb2601 20251014 146.75 ... 147.00 146.60 BB
20 bb2603 20251014 146.70 ... 147.25 146.50 BB
21 bb2605 20251014 147.75 ... 147.95 146.70 BB
22 bb2607 20251014 0.00 ... 152.85 151.60 BB
23 bb2609 20251014 0.00 ... 152.85 151.60 BB
24 bz2603 20251014 5670.00 ... 5624.00 5707.00 BZ
25 bz2604 20251014 5645.00 ... 5615.00 5691.00 BZ
26 bz2605 20251014 5645.00 ... 5634.00 5697.00 BZ
27 bz2606 20251014 0.00 ... 5672.00 5672.00 BZ
28 bz2607 20251014 0.00 ... 5685.00 5689.00 BZ
29 bz2608 20251014 5601.00 ... 5601.00 5646.00 BZ
30 bz2609 20251014 0.00 ... 5720.00 5803.00 BZ
31 c2511 20251014 2088.00 ... 2087.00 2107.00 C
32 c2601 20251014 2103.00 ... 2105.00 2114.00 C
33 c2603 20251014 2127.00 ... 2131.00 2130.00 C
34 c2605 20251014 2192.00 ... 2198.00 2197.00 C
35 c2607 20251014 2207.00 ... 2214.00 2211.00 C
36 c2609 20251014 2223.00 ... 2230.00 2227.00 C
37 cs2511 20251014 2400.00 ... 2393.00 2413.00 CS
38 cs2601 20251014 2396.00 ... 2402.00 2413.00 CS
39 cs2603 20251014 2415.00 ... 2421.00 2426.00 CS
40 cs2605 20251014 2513.00 ... 2517.00 2522.00 CS
41 cs2607 20251014 2520.00 ... 2530.00 2535.00 CS
42 cs2609 20251014 2565.00 ... 2571.00 2576.00 CS
43 eb2510 20251014 6589.00 ... 6559.00 6670.00 EB
44 eb2511 20251014 6688.00 ... 6608.00 6714.00 EB
45 eb2512 20251014 6682.00 ... 6627.00 6723.00 EB
46 eb2601 20251014 6730.00 ... 6668.00 6754.00 EB
47 eb2602 20251014 6763.00 ... 6714.00 6802.00 EB
48 eb2603 20251014 6807.00 ... 6760.00 6843.00 EB
49 eb2604 20251014 6830.00 ... 6821.00 6871.00 EB
50 eb2605 20251014 6859.00 ... 6845.00 6906.00 EB
51 eb2606 20251014 6897.00 ... 6873.00 6923.00 EB
52 eb2607 20251014 6898.00 ... 6872.00 6918.00 EB
53 eb2608 20251014 6862.00 ... 6895.00 6943.00 EB
54 eb2609 20251014 6856.00 ... 6888.00 6964.00 EB
55 eg2510 20251014 4102.00 ... 4094.00 4156.00 EG
56 eg2511 20251014 4113.00 ... 4087.00 4129.00 EG
57 eg2512 20251014 4112.00 ... 4067.00 4112.00 EG
58 eg2601 20251014 4111.00 ... 4072.00 4112.00 EG
59 eg2602 20251014 4076.00 ... 4077.00 4126.00 EG
60 eg2603 20251014 4084.00 ... 4079.00 4140.00 EG
61 eg2604 20251014 4166.00 ... 4146.00 4181.00 EG
62 eg2605 20251014 4182.00 ... 4161.00 4197.00 EG
63 eg2606 20251014 4160.00 ... 4163.00 4211.00 EG
64 eg2607 20251014 4177.00 ... 4175.00 4193.00 EG
65 eg2608 20251014 4193.00 ... 4185.00 4200.00 EG
66 eg2609 20251014 4204.00 ... 4199.00 4267.00 EG
67 fb2510 20251014 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251014 1259.00 ... 1257.50 1262.00 FB
69 fb2512 20251014 1264.00 ... 1261.00 1263.50 FB
70 fb2601 20251014 1272.00 ... 1271.00 1269.00 FB
71 fb2602 20251014 1287.00 ... 1273.50 1271.50 FB
72 fb2603 20251014 1287.00 ... 1266.00 1261.50 FB
73 fb2604 20251014 1270.50 ... 1271.00 1269.00 FB
74 fb2605 20251014 1273.00 ... 1273.00 1273.00 FB
75 fb2606 20251014 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251014 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251014 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251014 0.00 ... 1296.00 1296.00 FB
79 i2510 20251014 810.00 ... 808.50 813.50 I
80 i2511 20251014 822.50 ... 805.00 814.00 I
81 i2512 20251014 817.00 ... 797.50 808.50 I
82 i2601 20251014 806.50 ... 788.00 798.50 I
83 i2602 20251014 802.50 ... 781.50 795.00 I
84 i2603 20251014 797.00 ... 779.50 788.00 I
85 i2604 20251014 792.00 ... 773.50 784.50 I
86 i2605 20251014 784.50 ... 765.00 776.00 I
87 i2606 20251014 778.00 ... 762.00 770.00 I
88 i2607 20251014 773.00 ... 757.50 766.00 I
89 i2608 20251014 768.00 ... 753.00 761.00 I
90 i2609 20251014 759.00 ... 747.00 755.50 I
91 j2510 20251014 0.00 ... 1600.00 1600.00 J
92 j2511 20251014 1598.00 ... 1586.00 1586.50 J
93 j2512 20251014 1627.00 ... 1608.00 1617.00 J
94 j2601 20251014 1650.00 ... 1636.50 1648.50 J
95 j2602 20251014 1653.00 ... 1653.00 1679.00 J
96 j2603 20251014 1676.50 ... 1676.50 1705.50 J
97 j2604 20251014 0.00 ... 1773.50 1773.50 J
98 j2605 20251014 1802.50 ... 1781.00 1797.00 J
99 j2606 20251014 1823.50 ... 1814.00 1823.50 J
100 j2607 20251014 0.00 ... 1833.50 1833.50 J
101 j2608 20251014 0.00 ... 1865.00 1865.00 J
102 j2609 20251014 1886.00 ... 1866.50 1879.50 J
103 jd2510 20251014 2664.00 ... 2685.00 2552.00 JD
104 jd2511 20251014 2830.00 ... 2847.00 2804.00 JD
105 jd2512 20251014 3005.00 ... 3028.00 2965.00 JD
106 jd2601 20251014 3210.00 ... 3232.00 3183.00 JD
107 jd2602 20251014 3038.00 ... 3044.00 3020.00 JD
108 jd2603 20251014 3067.00 ... 3060.00 3059.00 JD
109 jd2604 20251014 3191.00 ... 3168.00 3187.00 JD
110 jd2605 20251014 3375.00 ... 3345.00 3372.00 JD
111 jd2606 20251014 3260.00 ... 3235.00 3257.00 JD
112 jd2607 20251014 3510.00 ... 3479.00 3504.00 JD
113 jd2608 20251014 3977.00 ... 3966.00 3978.00 JD
114 jd2609 20251014 3873.00 ... 3866.00 3870.00 JD
115 jm2510 20251014 996.00 ... 951.00 924.00 JM
116 jm2511 20251014 1011.00 ... 1009.00 1001.50 JM
117 jm2512 20251014 1077.00 ... 1072.50 1071.00 JM
118 jm2601 20251014 1150.00 ... 1139.50 1145.00 JM
119 jm2602 20251014 1180.50 ... 1167.50 1176.50 JM
120 jm2603 20251014 1202.50 ... 1185.50 1198.50 JM
121 jm2604 20251014 1224.00 ... 1207.00 1221.00 JM
122 jm2605 20251014 1245.00 ... 1223.00 1240.50 JM
123 jm2606 20251014 1267.50 ... 1247.00 1255.00 JM
124 jm2607 20251014 1293.50 ... 1260.50 1281.00 JM
125 jm2608 20251014 1305.00 ... 1279.00 1304.50 JM
126 jm2609 20251014 1330.50 ... 1309.00 1327.00 JM
127 l2510 20251014 6901.00 ... 6856.00 6948.00 L
128 l2511 20251014 6957.00 ... 6922.00 6989.00 L
129 l2512 20251014 6973.00 ... 6928.00 6999.00 L
130 l2601 20251014 6996.00 ... 6936.00 7005.00 L
131 l2602 20251014 6977.00 ... 6924.00 7001.00 L
132 l2603 20251014 6992.00 ... 6944.00 7013.00 L
133 l2604 20251014 7011.00 ... 6984.00 7059.00 L
134 l2605 20251014 7039.00 ... 6975.00 7039.00 L
135 l2606 20251014 6964.00 ... 6953.00 7047.00 L
136 l2607 20251014 7031.00 ... 7007.00 7065.00 L
137 l2608 20251014 7049.00 ... 7015.00 7079.00 L
138 l2609 20251014 7060.00 ... 7018.00 7083.00 L
139 lg2511 20251014 800.00 ... 791.00 808.00 LG
140 lg2601 20251014 825.00 ... 820.00 823.00 LG
141 lg2603 20251014 829.50 ... 827.50 829.00 LG
142 lg2605 20251014 830.00 ... 828.50 830.00 LG
143 lg2607 20251014 832.00 ... 830.00 831.50 LG
144 lg2609 20251014 831.00 ... 831.50 832.00 LG
145 lh2511 20251014 11200.00 ... 11355.00 11225.00 LH
146 lh2601 20251014 12160.00 ... 12335.00 12150.00 LH
147 lh2603 20251014 11725.00 ... 11825.00 11835.00 LH
148 lh2605 20251014 12365.00 ... 12445.00 12440.00 LH
149 lh2607 20251014 13220.00 ... 13250.00 13220.00 LH
150 lh2609 20251014 13885.00 ... 13945.00 13880.00 LH
151 m2511 20251014 2926.00 ... 2896.00 2918.00 M
152 m2512 20251014 2956.00 ... 2936.00 2954.00 M
153 m2601 20251014 2936.00 ... 2912.00 2936.00 M
154 m2603 20251014 2912.00 ... 2890.00 2911.00 M
155 m2605 20251014 2747.00 ... 2736.00 2751.00 M
156 m2607 20251014 2734.00 ... 2719.00 2736.00 M
157 m2608 20251014 2854.00 ... 2841.00 2858.00 M
158 m2609 20251014 2858.00 ... 2846.00 2861.00 M
159 p2510 20251014 9198.00 ... 9184.00 9214.00 P
160 p2511 20251014 9270.00 ... 9266.00 9274.00 P
161 p2512 20251014 9308.00 ... 9314.00 9326.00 P
162 p2601 20251014 9364.00 ... 9366.00 9376.00 P
163 p2602 20251014 9368.00 ... 9358.00 9358.00 P
164 p2603 20251014 9338.00 ... 9332.00 9352.00 P
165 p2604 20251014 9336.00 ... 9312.00 9298.00 P
166 p2605 20251014 9232.00 ... 9238.00 9218.00 P
167 p2606 20251014 9146.00 ... 9108.00 9120.00 P
168 p2607 20251014 9052.00 ... 9012.00 9012.00 P
169 p2608 20251014 8976.00 ... 8956.00 8958.00 P
170 p2609 20251014 8874.00 ... 8884.00 8866.00 P
171 pg2510 20251014 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251014 4072.00 ... 4118.00 4069.00 PG
173 pg2512 20251014 3965.00 ... 3981.00 3978.00 PG
174 pg2601 20251014 3895.00 ... 3904.00 3909.00 PG
175 pg2602 20251014 3827.00 ... 3835.00 3848.00 PG
176 pg2603 20251014 3756.00 ... 3762.00 3781.00 PG
177 pg2604 20251014 4159.00 ... 4147.00 4166.00 PG
178 pg2605 20251014 4081.00 ... 4076.00 4093.00 PG
179 pg2606 20251014 4017.00 ... 4017.00 4047.00 PG
180 pg2607 20251014 3973.00 ... 3974.00 3984.00 PG
181 pg2608 20251014 3918.00 ... 3917.00 3930.00 PG
182 pg2609 20251014 3855.00 ... 3859.00 3876.00 PG
183 pp2510 20251014 6576.00 ... 6536.00 6611.00 PP
184 pp2511 20251014 6635.00 ... 6551.00 6639.00 PP
185 pp2512 20251014 6642.00 ... 6593.00 6679.00 PP
186 pp2601 20251014 6679.00 ... 6628.00 6708.00 PP
187 pp2602 20251014 6671.00 ... 6620.00 6704.00 PP
188 pp2603 20251014 6662.00 ... 6624.00 6705.00 PP
189 pp2604 20251014 6707.00 ... 6647.00 6738.00 PP
190 pp2605 20251014 6755.00 ... 6683.00 6763.00 PP
191 pp2606 20251014 6690.00 ... 6644.00 6733.00 PP
192 pp2607 20251014 6674.00 ... 6647.00 6694.00 PP
193 pp2608 20251014 6698.00 ... 6670.00 6709.00 PP
194 pp2609 20251014 6729.00 ... 6695.00 6754.00 PP
195 rr2510 20251014 3620.00 ... 3620.00 3604.00 RR
196 rr2511 20251014 3610.00 ... 3615.00 3619.00 RR
197 rr2512 20251014 3610.00 ... 3608.00 3611.00 RR
198 rr2601 20251014 3624.00 ... 3625.00 3642.00 RR
199 rr2602 20251014 3611.00 ... 3613.00 3628.00 RR
200 rr2603 20251014 3611.00 ... 3614.00 3621.00 RR
201 rr2604 20251014 3620.00 ... 3617.00 3622.00 RR
202 rr2605 20251014 3612.00 ... 3612.00 3618.00 RR
203 rr2606 20251014 3602.00 ... 3602.00 3615.00 RR
204 rr2607 20251014 0.00 ... 3624.00 3636.00 RR
205 rr2608 20251014 3596.00 ... 3589.00 3595.00 RR
206 rr2609 20251014 3623.00 ... 3612.00 3636.00 RR
207 v2510 20251014 4607.00 ... 4567.00 4606.00 V
208 v2511 20251014 4620.00 ... 4596.00 4636.00 V
209 v2512 20251014 4674.00 ... 4641.00 4675.00 V
210 v2601 20251014 4717.00 ... 4684.00 4720.00 V
211 v2602 20251014 4753.00 ... 4727.00 4758.00 V
212 v2603 20251014 4790.00 ... 4754.00 4792.00 V
213 v2604 20251014 4990.00 ... 4957.00 5000.00 V
214 v2605 20251014 5043.00 ... 4998.00 5037.00 V
215 v2606 20251014 5055.00 ... 5029.00 5070.00 V
216 v2607 20251014 5091.00 ... 5072.00 5108.00 V
217 v2608 20251014 5113.00 ... 5103.00 5148.00 V
218 v2609 20251014 5162.00 ... 5137.00 5176.00 V
219 y2511 20251014 8284.00 ... 8272.00 8284.00 Y
220 y2512 20251014 8306.00 ... 8306.00 8322.00 Y
221 y2601 20251014 8280.00 ... 8270.00 8282.00 Y
222 y2603 20251014 8234.00 ... 8206.00 8214.00 Y
223 y2605 20251014 8036.00 ... 8040.00 8030.00 Y
224 y2607 20251014 7982.00 ... 7980.00 7974.00 Y
225 y2608 20251014 7990.00 ... 7966.00 7968.00 Y
226 y2609 20251014 7948.00 ... 7924.00 7940.00 Y
[227 rows x 12 columns]
2025-10-17 16:26:14,186 - future_1d - INFO - ak.get_dce_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 IC2510 20251014 7410.000 ... 7159.800 7342.600 IC
1 IC2511 20251014 7331.400 ... 7072.000 7267.400 IC
2 IC2512 20251014 7252.000 ... 7018.600 7221.400 IC
3 IC2603 20251014 7110.000 ... 6857.000 7055.200 IC
4 IF2510 20251014 4603.000 ... 4531.000 4580.400 IF
5 IF2511 20251014 4600.000 ... 4513.400 4569.800 IF
6 IF2512 20251014 4588.600 ... 4499.200 4559.400 IF
7 IF2603 20251014 4570.000 ... 4477.200 4539.400 IF
8 IH2510 20251014 2979.000 ... 2958.400 2964.200 IH
9 IH2511 20251014 2985.000 ... 2952.200 2961.000 IH
10 IH2512 20251014 2972.200 ... 2953.000 2961.200 IH
11 IH2603 20251014 2980.000 ... 2953.800 2962.000 IH
12 IM2510 20251014 7506.000 ... 7338.200 7473.000 IM
13 IM2511 20251014 7436.600 ... 7234.400 7381.400 IM
14 IM2512 20251014 7360.000 ... 7148.600 7303.800 IM
15 IM2603 20251014 7120.000 ... 6926.000 7076.600 IM
16 T2512 20251014 107.975 ... 108.190 108.050 T
17 T2603 20251014 107.630 ... 107.880 107.720 T
18 T2606 20251014 107.505 ... 107.795 107.625 T
19 TF2512 20251014 105.630 ... 105.765 105.665 TF
20 TF2603 20251014 105.525 ... 105.650 105.560 TF
21 TF2606 20251014 105.555 ... 105.650 105.570 TF
22 TL2512 20251014 114.050 ... 114.740 114.370 TL
23 TL2603 20251014 113.700 ... 114.420 114.030 TL
24 TL2606 20251014 113.600 ... 114.360 113.990 TL
25 TS2512 20251014 102.354 ... 102.386 102.366 TS
26 TS2603 20251014 102.260 ... 102.292 102.270 TS
27 TS2606 20251014 102.298 ... 102.334 102.332 TS
[28 rows x 12 columns]
2025-10-17 16:26:14,318 - future_1d - INFO - ak.get_cffex_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251014 451.1 455.2 ... 3443966.95 451.8 451.5 SC
1 SC2512 20251014 451.7 456.1 ... 1971504.29 452.5 453.7 SC
2 SC2601 20251014 452.6 456.1 ... 458112.6 452.5 454.1 SC
3 SC2602 20251014 453.8 456.3 ... 117972.08 453 453.8 SC
4 SC2603 20251014 453.2 456.7 ... 12451.61 452.7 454.8 SC
5 SC2604 20251014 453.1 456.8 ... 3357.22 453.6 455.4 SC
6 SC2605 20251014 454.2 457.2 ... 1681.87 454.5 455.9 SC
7 SC2606 20251014 453.8 457.6 ... 28932.84 455.6 453.1 SC
8 SC2607 20251014 456 456.9 ... 500.28 454.8 454.9 SC
9 SC2608 20251014 453.8 457.4 ... 318.73 455.3 454.1 SC
10 SC2609 20251014 457 457 ... 454.67 454.6 454 SC
11 SC2610 20251014 ... 0 449.7 449.7 SC
12 SC2612 20251014 ... 0 452.6 452.6 SC
13 SC2703 20251014 ... 0 451.6 451.6 SC
14 SC2706 20251014 453.6 453.6 ... 45.36 453.6 450.1 SC
15 SC2709 20251014 ... 0 450.6 450.6 SC
16 SC2712 20251014 457.9 457.9 ... 91.01 455 451 SC
17 SC2803 20251014 ... 0 449 449 SC
18 SC2806 20251014 451.9 452 ... 225.89 451.7 449.9 SC
19 SC2809 20251014 454.3 454.4 ... 271.79 452.9 451.2 SC
21 LU2511 20251014 3202 3224 ... 24280.1 3204 3220 LU
22 LU2512 20251014 3215 3236 ... 245899.633 3216 3240 LU
23 LU2601 20251014 3206 3230 ... 124896.377 3210 3232 LU
24 LU2602 20251014 3209 3224 ... 6668.175 3205 3229 LU
25 LU2603 20251014 3210 3222 ... 2921.346 3206 3232 LU
26 LU2604 20251014 3188 3197 ... 15.964 3192 3247 LU
27 LU2605 20251014 3212 3212 ... 25.602 3200 3222 LU
28 LU2606 20251014 3189 3194 ... 60.369 3177 3210 LU
29 LU2607 20251014 3211 3211 ... 141.077 3206 3208 LU
30 LU2608 20251014 3213 3213 ... 153.883 3205 3205 LU
31 LU2609 20251014 3201 3204 ... 331.634 3188 3208 LU
32 LU2610 20251014 3187 3187 ... 3.187 3187 3209 LU
34 NR2510 20251014 11930 11940 ... 1550.8 11925 11960 NR
35 NR2511 20251014 12080 12085 ... 461017.135 11990 12085 NR
36 NR2512 20251014 12095 12095 ... 434734.275 11985 12080 NR
37 NR2601 20251014 12100 12115 ... 138884.58 11995 12100 NR
38 NR2602 20251014 12050 12060 ... 13100.385 11995 12035 NR
39 NR2603 20251014 12045 12050 ... 3595.09 12020 12085 NR
40 NR2604 20251014 12060 12060 ... 3120.5 12000 12090 NR
41 NR2605 20251014 12070 12095 ... 456.89 12020 12095 NR
42 NR2606 20251014 12060 12060 ... 24.08 12040 12095 NR
43 NR2607 20251014 ... 0 12115 12115 NR
44 NR2608 20251014 12145 12145 ... 12.145 12145 12205 NR
45 NR2609 20251014 ... 0 12250 12250 NR
47 BC2510 20251014 75040 75040 ... 1125.6 75040 75030 BC
48 BC2511 20251014 76080 77210 ... 782156.205 76190 75420 BC
49 BC2512 20251014 76130 77210 ... 94503.635 76240 75700 BC
50 BC2601 20251014 76860 76860 ... 38.43 76860 75730 BC
51 BC2602 20251014 ... 0 75800 76660 BC
52 BC2603 20251014 76820 76820 ... 75.8 75800 76740 BC
53 BC2604 20251014 ... 0 76520 76740 BC
54 BC2605 20251014 ... 0 75900 75900 BC
55 BC2606 20251014 ... 0 75880 75880 BC
56 BC2607 20251014 ... 0 76570 76850 BC
57 BC2608 20251014 ... 0 75800 75800 BC
58 BC2609 20251014 ... 0 76130 76130 BC
60 EC2510 20251014 1135 1141 ... 27776.0825 1134.4 1133.1 EC
61 EC2512 20251014 1558 1712 ... 382788.063 1639 1559.4 EC
62 EC2602 20251014 1360 1497.2 ... 72949.841 1416.6 1358 EC
63 EC2604 20251014 1085 1164 ... 38989.607 1112.5 1090.9 EC
64 EC2606 20251014 1266.8 1330.1 ... 4019.408 1286.2 1254.5 EC
65 EC2608 20251014 1389.2 1469.4 ... 2172.2325 1424.4 1388.7 EC
69 SC_TAS2511 20251014 ... SC_TAS
70 SC_TAS2512 20251014 ... SC_TAS
71 SC_TAS2601 20251014 ... SC_TAS
72 SC_TAS2602 20251014 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 16:26:14,418 - future_1d - INFO - ak.get_ine_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251014 9150.0 9980.0 ... 332.10 9225.0 9170.0 AP
1 AP511 20251014 8700.0 8747.0 ... 10991.58 8675.0 8697.0 AP
2 AP512 20251014 8676.0 8694.0 ... 3715.81 8641.0 8644.0 AP
3 AP601 20251014 8640.0 8705.0 ... 632953.82 8660.0 8665.0 AP
4 AP603 20251014 8578.0 8601.0 ... 1662.46 8569.0 8556.0 AP
5 AP604 20251014 8586.0 8622.0 ... 945.21 8593.0 8586.0 AP
6 AP605 20251014 8612.0 8698.0 ... 37848.44 8657.0 8651.0 AP
7 CF511 20251014 13350.0 13365.0 ... 77321.90 13310.0 13330.0 CF
8 CF601 20251014 13315.0 13315.0 ... 1219748.31 13255.0 13285.0 CF
9 CF603 20251014 13320.0 13340.0 ... 133064.14 13270.0 13300.0 CF
10 CF605 20251014 13360.0 13370.0 ... 277016.43 13315.0 13325.0 CF
11 CF607 20251014 13355.0 13360.0 ... 899.95 13335.0 13340.0 CF
12 CF609 20251014 13525.0 13530.0 ... 3001.69 13490.0 13510.0 CF
13 CJ512 20251014 11030.0 11085.0 ... 7333.84 10980.0 11065.0 CJ
14 CJ601 20251014 11150.0 11185.0 ... 756986.99 11100.0 11150.0 CJ
15 CJ603 20251014 11080.0 11135.0 ... 9401.39 11060.0 11100.0 CJ
16 CJ605 20251014 11230.0 11270.0 ... 113635.99 11185.0 11220.0 CJ
17 CJ607 20251014 11275.0 11340.0 ... 1419.14 11265.0 11290.0 CJ
18 CJ609 20251014 11405.0 11460.0 ... 1594.31 11390.0 11405.0 CJ
19 CY510 20251014 0.0 0.0 ... 0.00 19410.0 19455.0 CY
20 CY511 20251014 19680.0 19720.0 ... 3687.06 19665.0 19720.0 CY
21 CY512 20251014 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251014 19395.0 19395.0 ... 103148.13 19310.0 19355.0 CY
23 CY602 20251014 0.0 0.0 ... 0.00 19455.0 19595.0 CY
24 CY603 20251014 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251014 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251014 0.0 0.0 ... 0.00 19795.0 19845.0 CY
29 CY608 20251014 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251014 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251014 1024.0 1024.0 ... 2.05 1024.0 1086.0 FG
32 FG511 20251014 1079.0 1079.0 ... 84038.06 1051.0 1085.0 FG
33 FG512 20251014 1186.0 1188.0 ... 79998.03 1155.0 1186.0 FG
34 FG601 20251014 1180.0 1180.0 ... 4594440.33 1149.0 1178.0 FG
35 FG602 20251014 1251.0 1251.0 ... 41054.25 1210.0 1240.0 FG
36 FG603 20251014 1255.0 1255.0 ... 75206.53 1214.0 1244.0 FG
37 FG604 20251014 1292.0 1316.0 ... 1161.13 1284.0 1312.0 FG
38 FG605 20251014 1312.0 1314.0 ... 198953.56 1283.0 1310.0 FG
39 FG606 20251014 1346.0 1348.0 ... 1538.46 1322.0 1344.0 FG
40 FG607 20251014 1339.0 1344.0 ... 2753.79 1311.0 1338.0 FG
41 FG608 20251014 1389.0 1391.0 ... 2498.67 1367.0 1389.0 FG
42 FG609 20251014 1391.0 1394.0 ... 10955.76 1366.0 1390.0 FG
43 JR511 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251014 2260.0 2260.0 ... 363.72 2245.0 2216.0 MA
52 MA511 20251014 2306.0 2316.0 ... 46598.57 2275.0 2288.0 MA
53 MA512 20251014 2327.0 2332.0 ... 112225.14 2276.0 2319.0 MA
54 MA601 20251014 2345.0 2345.0 ... 2842382.13 2297.0 2335.0 MA
55 MA602 20251014 2365.0 2365.0 ... 68774.50 2318.0 2364.0 MA
56 MA603 20251014 2375.0 2378.0 ... 148506.72 2325.0 2380.0 MA
57 MA604 20251014 2361.0 2365.0 ... 156.68 2338.0 2381.0 MA
58 MA605 20251014 2354.0 2356.0 ... 384339.96 2319.0 2361.0 MA
59 MA606 20251014 2363.0 2363.0 ... 60.56 2329.0 2368.0 MA
60 MA607 20251014 2330.0 2330.0 ... 253.81 2287.0 2347.0 MA
61 MA608 20251014 2316.0 2318.0 ... 48.09 2290.0 2338.0 MA
62 MA609 20251014 2317.0 2317.0 ... 5833.98 2277.0 2319.0 MA
63 OI511 20251014 10165.0 10186.0 ... 91439.15 10140.0 10149.0 OI
64 OI601 20251014 10012.0 10030.0 ... 2220839.75 9983.0 9987.0 OI
65 OI603 20251014 9846.0 9851.0 ... 242647.09 9764.0 9818.0 OI
66 OI605 20251014 9572.0 9594.0 ... 210805.72 9498.0 9549.0 OI
67 OI607 20251014 9526.0 9526.0 ... 1386.72 9433.0 9489.0 OI
68 OI609 20251014 9439.0 9456.0 ... 929.00 9384.0 9437.0 OI
69 PF510 20251014 6136.0 6136.0 ... 143.72 6116.0 6160.0 PF
70 PF511 20251014 6160.0 6180.0 ... 167643.67 6126.0 6184.0 PF
71 PF512 20251014 6120.0 6134.0 ... 839258.23 6076.0 6136.0 PF
72 PF601 20251014 6176.0 6176.0 ... 138491.86 6110.0 6180.0 PF
73 PF602 20251014 6128.0 6132.0 ... 385324.06 6086.0 6146.0 PF
74 PF603 20251014 6116.0 6116.0 ... 101201.48 6076.0 6126.0 PF
75 PF604 20251014 6182.0 6182.0 ... 107.57 6148.0 6208.0 PF
76 PF605 20251014 6172.0 6178.0 ... 289.00 6150.0 6208.0 PF
77 PF606 20251014 6154.0 6154.0 ... 15.34 6138.0 6214.0 PF
78 PF607 20251014 6178.0 6206.0 ... 21.62 6178.0 6238.0 PF
79 PF608 20251014 6192.0 6214.0 ... 6.20 6204.0 6268.0 PF
80 PF609 20251014 6204.0 6220.0 ... 24.81 6204.0 6274.0 PF
81 PK510 20251014 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251014 7912.0 7934.0 ... 297014.58 7872.0 7866.0 PK
83 PK512 20251014 7944.0 8008.0 ... 371955.80 7924.0 7874.0 PK
84 PK601 20251014 8010.0 8090.0 ... 674432.00 8016.0 7934.0 PK
85 PK603 20251014 8080.0 8152.0 ... 336570.97 8034.0 7994.0 PK
86 PK604 20251014 8090.0 8150.0 ... 3289.93 8044.0 8018.0 PK
87 PK605 20251014 8108.0 8184.0 ... 57742.42 8070.0 8044.0 PK
88 PL601 20251014 6188.0 6188.0 ... 98894.35 6109.0 6190.0 PL
89 PL602 20251014 6167.0 6195.0 ... 27545.22 6151.0 6228.0 PL
90 PL603 20251014 6169.0 6191.0 ... 33307.96 6152.0 6221.0 PL
91 PL604 20251014 0.0 0.0 ... 0.00 6132.0 6239.0 PL
92 PL605 20251014 6156.0 6156.0 ... 195.81 6119.0 6197.0 PL
93 PL606 20251014 6153.0 6160.0 ... 36.85 6142.0 6183.0 PL
94 PL607 20251014 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251014 0.0 0.0 ... 0.00 6280.0 6415.0 PL
96 PL609 20251014 0.0 0.0 ... 0.00 6239.0 6331.0 PL
97 PM511 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251014 5678.0 5680.0 ... 476.99 5678.0 5710.0 PR
104 PR511 20251014 5650.0 5656.0 ... 32272.78 5612.0 5674.0 PR
105 PR512 20251014 5646.0 5650.0 ... 247538.80 5600.0 5650.0 PR
106 PR601 20251014 5618.0 5622.0 ... 226644.97 5572.0 5628.0 PR
107 PR602 20251014 5662.0 5662.0 ... 61520.77 5608.0 5666.0 PR
108 PR603 20251014 5656.0 5674.0 ... 320.84 5630.0 5682.0 PR
109 PR604 20251014 5674.0 5694.0 ... 135.66 5654.0 5706.0 PR
110 PR605 20251014 5696.0 5696.0 ... 76.67 5680.0 5730.0 PR
111 PR606 20251014 5696.0 5696.0 ... 8.54 5696.0 5774.0 PR
112 PR607 20251014 5730.0 5730.0 ... 25.72 5716.0 5756.0 PR
113 PR608 20251014 5716.0 5724.0 ... 25.75 5722.0 5770.0 PR
114 PR609 20251014 5718.0 5718.0 ... 17.15 5718.0 5768.0 PR
115 PX510 20251014 0.0 0.0 ... 6458.00 6332.0 6402.0 PX
116 PX511 20251014 6448.0 6482.0 ... 238441.56 6416.0 6464.0 PX
117 PX512 20251014 6424.0 6452.0 ... 159238.50 6386.0 6444.0 PX
118 PX601 20251014 6412.0 6440.0 ... 519846.55 6370.0 6440.0 PX
119 PX602 20251014 6436.0 6446.0 ... 183048.02 6374.0 6454.0 PX
120 PX603 20251014 6436.0 6438.0 ... 131718.97 6378.0 6450.0 PX
121 PX604 20251014 6470.0 6470.0 ... 25.77 6444.0 6468.0 PX
122 PX605 20251014 6472.0 6472.0 ... 3579.37 6416.0 6472.0 PX
123 PX606 20251014 0.0 0.0 ... 0.00 6400.0 6480.0 PX
124 PX607 20251014 0.0 0.0 ... 0.00 6412.0 6498.0 PX
125 PX608 20251014 0.0 0.0 ... 0.00 6424.0 6506.0 PX
126 PX609 20251014 6462.0 6462.0 ... 16.06 6424.0 6482.0 PX
127 RI511 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251014 2397.0 2440.0 ... 20567.30 2404.0 2414.0 RM
134 RM601 20251014 2390.0 2407.0 ... 650501.43 2369.0 2398.0 RM
135 RM603 20251014 2318.0 2326.0 ... 8717.98 2305.0 2328.0 RM
136 RM605 20251014 2315.0 2318.0 ... 194239.80 2299.0 2323.0 RM
137 RM607 20251014 2306.0 2308.0 ... 17984.60 2294.0 2313.0 RM
138 RM608 20251014 2411.0 2411.0 ... 1155.72 2398.0 2419.0 RM
139 RM609 20251014 2402.0 2405.0 ... 4071.81 2388.0 2408.0 RM
140 RS511 20251014 5430.0 5430.0 ... 199.24 5243.0 5399.0 RS
141 RS607 20251014 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251014 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251014 5468.0 5468.0 ... 10.92 5460.0 5463.0 RS
144 SA510 20251014 1154.0 1154.0 ... 688.07 1147.0 1156.0 SA
145 SA511 20251014 1173.0 1173.0 ... 68184.11 1161.0 1175.0 SA
146 SA512 20251014 1234.0 1236.0 ... 209611.55 1218.0 1233.0 SA
147 SA601 20251014 1247.0 1249.0 ... 2996684.46 1229.0 1243.0 SA
148 SA602 20251014 1282.0 1284.0 ... 93718.97 1266.0 1281.0 SA
149 SA603 20251014 1289.0 1291.0 ... 240648.99 1272.0 1287.0 SA
150 SA604 20251014 1330.0 1330.0 ... 3130.28 1312.0 1331.0 SA
151 SA605 20251014 1341.0 1341.0 ... 162486.80 1317.0 1333.0 SA
152 SA606 20251014 1353.0 1357.0 ... 813.38 1338.0 1354.0 SA
153 SA607 20251014 1357.0 1359.0 ... 2389.82 1349.0 1357.0 SA
154 SA608 20251014 1396.0 1399.0 ... 707.90 1383.0 1397.0 SA
155 SA609 20251014 1404.0 1407.0 ... 6429.53 1388.0 1403.0 SA
156 SF510 20251014 5250.0 5250.0 ... 104.57 5230.0 5248.0 SF
157 SF511 20251014 5402.0 5418.0 ... 249544.20 5378.0 5402.0 SF
158 SF512 20251014 5364.0 5386.0 ... 112568.78 5334.0 5370.0 SF
159 SF601 20251014 5360.0 5374.0 ... 233507.72 5334.0 5362.0 SF
160 SF602 20251014 5304.0 5322.0 ... 54383.32 5276.0 5320.0 SF
161 SF603 20251014 5494.0 5496.0 ... 108589.86 5450.0 5504.0 SF
162 SF604 20251014 5458.0 5458.0 ... 13.59 5436.0 5482.0 SF
163 SF605 20251014 5472.0 5480.0 ... 2195.07 5440.0 5478.0 SF
164 SF606 20251014 5400.0 5416.0 ... 143.13 5402.0 5444.0 SF
165 SF607 20251014 5578.0 5580.0 ... 36.22 5572.0 5614.0 SF
166 SF608 20251014 5574.0 5584.0 ... 13.94 5576.0 5628.0 SF
167 SF609 20251014 5568.0 5568.0 ... 33.33 5556.0 5604.0 SF
168 SH510 20251014 0.0 0.0 ... 0.00 2395.0 2418.0 SH
169 SH511 20251014 2424.0 2425.0 ... 161956.37 2405.0 2408.0 SH
170 SH512 20251014 2479.0 2479.0 ... 195681.95 2446.0 2463.0 SH
171 SH601 20251014 2465.0 2465.0 ... 2397631.54 2429.0 2452.0 SH
172 SH602 20251014 2494.0 2503.0 ... 331200.30 2467.0 2488.0 SH
173 SH603 20251014 2501.0 2515.0 ... 316187.63 2473.0 2497.0 SH
174 SH604 20251014 2550.0 2550.0 ... 1273.74 2527.0 2538.0 SH
175 SH605 20251014 2560.0 2563.0 ... 18318.87 2534.0 2549.0 SH
176 SH606 20251014 2578.0 2581.0 ... 848.15 2570.0 2569.0 SH
177 SH607 20251014 2577.0 2584.0 ... 517.68 2576.0 2568.0 SH
178 SH608 20251014 2590.0 2619.0 ... 436.99 2601.0 2588.0 SH
179 SH609 20251014 2602.0 2608.0 ... 490.91 2597.0 2597.0 SH
180 SM510 20251014 5608.0 5626.0 ... 668.00 5614.0 5628.0 SM
181 SM511 20251014 5732.0 5744.0 ... 25133.11 5720.0 5736.0 SM
182 SM512 20251014 5738.0 5750.0 ... 167605.64 5720.0 5742.0 SM
183 SM601 20251014 5750.0 5754.0 ... 383388.98 5728.0 5746.0 SM
184 SM602 20251014 5748.0 5760.0 ... 42325.65 5734.0 5754.0 SM
185 SM603 20251014 5750.0 5774.0 ... 200233.49 5742.0 5766.0 SM
186 SM604 20251014 0.0 0.0 ... 0.00 5768.0 5768.0 SM
187 SM605 20251014 5778.0 5782.0 ... 21406.93 5758.0 5770.0 SM
188 SM606 20251014 5766.0 5768.0 ... 31.67 5760.0 5784.0 SM
189 SM607 20251014 5780.0 5788.0 ... 17.33 5778.0 5796.0 SM
190 SM608 20251014 5790.0 5800.0 ... 17.37 5792.0 5822.0 SM
191 SM609 20251014 5804.0 5804.0 ... 1330.82 5800.0 5806.0 SM
192 SR511 20251014 5469.0 5469.0 ... 22885.62 5442.0 5515.0 SR
193 SR601 20251014 5430.0 5432.0 ... 1775983.16 5400.0 5474.0 SR
194 SR603 20251014 5420.0 5420.0 ... 199888.73 5384.0 5461.0 SR
195 SR605 20251014 5410.0 5410.0 ... 192474.80 5374.0 5444.0 SR
196 SR607 20251014 5412.0 5417.0 ... 8152.31 5385.0 5446.0 SR
197 SR609 20251014 5424.0 5425.0 ... 8327.11 5393.0 5452.0 SR
198 TA510 20251014 4454.0 4456.0 ... 12681.93 4420.0 4470.0 TA
199 TA511 20251014 4470.0 4486.0 ... 155508.23 4432.0 4486.0 TA
200 TA512 20251014 4472.0 4490.0 ... 250204.77 4454.0 4500.0 TA
201 TA601 20251014 4504.0 4506.0 ... 1536053.60 4464.0 4512.0 TA
202 TA602 20251014 4516.0 4518.0 ... 248809.03 4486.0 4524.0 TA
203 TA603 20251014 4526.0 4528.0 ... 89055.07 4496.0 4536.0 TA
204 TA604 20251014 4536.0 4544.0 ... 33.98 4532.0 4554.0 TA
205 TA605 20251014 4560.0 4562.0 ... 102617.67 4522.0 4560.0 TA
206 TA606 20251014 4510.0 4510.0 ... 2.26 4510.0 4574.0 TA
207 TA607 20251014 4572.0 4572.0 ... 6.83 4550.0 4588.0 TA
208 TA608 20251014 4586.0 4586.0 ... 11.39 4558.0 4598.0 TA
209 TA609 20251014 4590.0 4592.0 ... 2278.42 4552.0 4590.0 TA
210 UR510 20251014 1511.0 1513.0 ... 547.43 1504.0 1505.0 UR
211 UR511 20251014 1582.0 1592.0 ... 19945.01 1578.0 1582.0 UR
212 UR512 20251014 1593.0 1603.0 ... 28663.04 1587.0 1594.0 UR
213 UR601 20251014 1606.0 1616.0 ... 452004.36 1602.0 1605.0 UR
214 UR602 20251014 1613.0 1622.0 ... 20540.45 1607.0 1616.0 UR
215 UR603 20251014 1670.0 1670.0 ... 199.27 1661.0 1665.0 UR
216 UR604 20251014 1675.0 1675.0 ... 6.67 1669.0 1672.0 UR
217 UR605 20251014 1675.0 1683.0 ... 34023.43 1672.0 1673.0 UR
218 UR606 20251014 1687.0 1687.0 ... 204.48 1676.0 1677.0 UR
219 UR607 20251014 1716.0 1716.0 ... 20.52 1710.0 1712.0 UR
220 UR608 20251014 1713.0 1713.0 ... 27.31 1707.0 1709.0 UR
221 UR609 20251014 1711.0 1711.0 ... 456.97 1705.0 1707.0 UR
222 WH511 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 16:26:14,760 - future_1d - INFO - ak.get_czce_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 PS2510 20251014 0.0 ... 49980.0 48935.0 PS
1 PS2511 20251014 48695.0 ... 49205.0 48745.0 PS
2 PS2512 20251014 51205.0 ... 51630.0 51255.0 PS
3 PS2601 20251014 51000.0 ... 51570.0 51225.0 PS
4 PS2602 20251014 51015.0 ... 51585.0 50965.0 PS
5 PS2603 20251014 50795.0 ... 51545.0 51050.0 PS
6 PS2604 20251014 50610.0 ... 51450.0 50915.0 PS
7 PS2605 20251014 50800.0 ... 51340.0 50960.0 PS
8 PS2606 20251014 52750.0 ... 53195.0 53035.0 PS
9 PS2607 20251014 52870.0 ... 53105.0 52870.0 PS
10 PS2608 20251014 52200.0 ... 52925.0 52975.0 PS
11 PS2609 20251014 52075.0 ... 52655.0 52870.0 PS
13 SI2510 20251014 8695.0 ... 8555.0 8695.0 SI
14 SI2511 20251014 8715.0 ... 8580.0 8710.0 SI
15 SI2512 20251014 9120.0 ... 8970.0 9075.0 SI
16 SI2601 20251014 9060.0 ... 8905.0 9025.0 SI
17 SI2602 20251014 9065.0 ... 8915.0 9025.0 SI
18 SI2603 20251014 9030.0 ... 8980.0 9030.0 SI
19 SI2604 20251014 9030.0 ... 8900.0 9050.0 SI
20 SI2605 20251014 9075.0 ... 8925.0 9055.0 SI
21 SI2606 20251014 9050.0 ... 8930.0 9040.0 SI
22 SI2607 20251014 9035.0 ... 8940.0 9085.0 SI
23 SI2608 20251014 9080.0 ... 8960.0 9095.0 SI
24 SI2609 20251014 9030.0 ... 8980.0 9095.0 SI
27 LC2510 20251014 72040.0 ... 72720.0 72040.0 LC
28 LC2511 20251014 72600.0 ... 73160.0 72320.0 LC
29 LC2512 20251014 72240.0 ... 73220.0 72520.0 LC
30 LC2601 20251014 72600.0 ... 73160.0 72520.0 LC
31 LC2602 20251014 72200.0 ... 72960.0 72440.0 LC
32 LC2603 20251014 72260.0 ... 73080.0 72460.0 LC
33 LC2604 20251014 72960.0 ... 73680.0 72880.0 LC
34 LC2605 20251014 72800.0 ... 73660.0 72960.0 LC
35 LC2606 20251014 72920.0 ... 73600.0 72920.0 LC
36 LC2607 20251014 72980.0 ... 73560.0 72900.0 LC
37 LC2608 20251014 73640.0 ... 73720.0 73020.0 LC
38 LC2609 20251014 73780.0 ... 73800.0 73080.0 LC
[36 rows x 12 columns]
2025-10-17 16:26:14,978 - future_1d - INFO - ak.get_gfex_daily('2025-10-14') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251014 ... 85820 84900 CU
1 1 CU2511 20251014 ... 85710 84810 CU
2 2 CU2512 20251014 ... 85690 84890 CU
3 3 CU2601 20251014 ... 85610 84840 CU
4 4 CU2602 20251014 ... 85570 84840 CU
5 5 CU2603 20251014 ... 85750 85000 CU
6 6 CU2604 20251014 ... 85680 85080 CU
7 7 CU2605 20251014 ... 85680 85420 CU
8 8 CU2606 20251014 ... 85390 84990 CU
9 9 CU2607 20251014 ... 84950 85020 CU
10 10 CU2608 20251014 ... 85220 85030 CU
11 11 CU2609 20251014 ... 85270 84920 CU
12 12 BC2510 20251014 ... 75040 75030 BC
13 13 BC2511 20251014 ... 76190 75420 BC
14 14 BC2512 20251014 ... 76240 75700 BC
15 15 BC2601 20251014 ... 76860 75730 BC
16 16 BC2602 20251014 ... 75800 76660 BC
17 17 BC2603 20251014 ... 75800 76740 BC
18 18 BC2604 20251014 ... 76520 76740 BC
19 19 BC2605 20251014 ... 75900 75900 BC
20 20 BC2606 20251014 ... 75880 75880 BC
21 21 BC2607 20251014 ... 76570 76850 BC
22 22 BC2608 20251014 ... 75800 75800 BC
23 23 BC2609 20251014 ... 76130 76130 BC
24 24 AL2510 20251014 ... 20905 20855 AL
25 25 AL2511 20251014 ... 20930 20860 AL
26 26 AL2512 20251014 ... 20945 20870 AL
27 27 AL2601 20251014 ... 20950 20865 AL
28 28 AL2602 20251014 ... 20945 20875 AL
29 29 AL2603 20251014 ... 20945 20900 AL
30 30 AL2604 20251014 ... 20980 20910 AL
31 31 AL2605 20251014 ... 20995 20920 AL
32 32 AL2606 20251014 ... 20995 20935 AL
33 33 AL2607 20251014 ... 21015 20945 AL
34 34 AL2608 20251014 ... 21010 20905 AL
35 35 AL2609 20251014 ... 20995 20970 AL
36 36 ZN2510 20251014 ... 22205 22220 ZN
37 37 ZN2511 20251014 ... 22275 22285 ZN
38 38 ZN2512 20251014 ... 22310 22310 ZN
39 39 ZN2601 20251014 ... 22340 22335 ZN
40 40 ZN2602 20251014 ... 22370 22350 ZN
41 41 ZN2603 20251014 ... 22395 22370 ZN
42 42 ZN2604 20251014 ... 22415 22390 ZN
43 43 ZN2605 20251014 ... 22435 22430 ZN
44 44 ZN2606 20251014 ... 22475 22420 ZN
45 45 ZN2607 20251014 ... 22470 22435 ZN
46 46 ZN2608 20251014 ... 22475 22460 ZN
47 47 ZN2609 20251014 ... 22535 22490 ZN
48 48 PB2510 20251014 ... 17045 17110 PB
49 49 PB2511 20251014 ... 17085 17155 PB
50 50 PB2512 20251014 ... 17095 17160 PB
51 51 PB2601 20251014 ... 17090 17145 PB
52 52 PB2602 20251014 ... 17115 17150 PB
53 53 PB2603 20251014 ... 17105 17170 PB
54 54 PB2604 20251014 ... 17115 17300 PB
55 55 PB2605 20251014 ... 17125 17190 PB
56 56 PB2606 20251014 ... 17145 17200 PB
57 57 PB2607 20251014 ... 17160 17175 PB
58 58 PB2608 20251014 ... 17170 17195 PB
59 59 PB2609 20251014 ... 17225 17235 PB
60 60 NI2510 20251014 ... 120560 121270 NI
61 61 NI2511 20251014 ... 121080 121650 NI
62 62 NI2512 20251014 ... 121210 121790 NI
63 63 NI2601 20251014 ... 121470 122050 NI
64 64 NI2602 20251014 ... 121680 122160 NI
65 65 NI2603 20251014 ... 122000 122400 NI
66 66 NI2604 20251014 ... 122110 122570 NI
67 67 NI2605 20251014 ... 122240 122990 NI
68 68 NI2606 20251014 ... 122600 123150 NI
69 69 NI2607 20251014 ... 122680 123230 NI
70 70 NI2608 20251014 ... 123140 123580 NI
71 71 NI2609 20251014 ... 123520 123920 NI
72 72 SN2510 20251014 ... 281340 282760 SN
73 73 SN2511 20251014 ... 282140 283550 SN
74 74 SN2512 20251014 ... 282320 283610 SN
75 75 SN2601 20251014 ... 282460 283460 SN
76 76 SN2602 20251014 ... 282390 283290 SN
77 77 SN2603 20251014 ... 282460 283900 SN
78 78 SN2604 20251014 ... 282290 283870 SN
79 79 SN2605 20251014 ... 282370 283660 SN
80 80 SN2606 20251014 ... 282730 282530 SN
81 81 SN2607 20251014 ... 282610 283050 SN
82 82 SN2608 20251014 ... 283550 283690 SN
83 83 SN2609 20251014 ... 282990 284540 SN
84 84 AO2510 20251014 ... 2775 2782 AO
85 85 AO2511 20251014 ... 2783 2798 AO
86 86 AO2512 20251014 ... 2797 2816 AO
87 87 AO2601 20251014 ... 2807 2825 AO
88 88 AO2602 20251014 ... 2826 2842 AO
89 89 AO2603 20251014 ... 2897 2913 AO
90 90 AO2604 20251014 ... 2910 2925 AO
91 91 AO2605 20251014 ... 2918 2933 AO
92 92 AO2606 20251014 ... 2928 2941 AO
93 93 AO2607 20251014 ... 2937 2952 AO
94 94 AO2608 20251014 ... 2949 2969 AO
95 95 AO2609 20251014 ... 2967 2986 AO
96 96 AD2511 20251014 ... 20380 20360 AD
97 97 AD2512 20251014 ... 20440 20385 AD
98 98 AD2601 20251014 ... 20490 20455 AD
99 99 AD2602 20251014 ... 20485 20475 AD
100 100 AD2603 20251014 ... 20440 20515 AD
101 101 AD2604 20251014 ... 20420 20535 AD
102 102 AD2605 20251014 ... 20370 20445 AD
103 103 AD2606 20251014 ... 20420 20415 AD
104 104 AD2607 20251014 ... 20340 20510 AD
105 105 AD2608 20251014 ... 20495 20495 AD
106 106 AD2609 20251014 ... 20410 20410 AD
107 107 AU2510 20251014 ... 942.4 917.92 AU
108 108 AU2511 20251014 ... 939.32 912.52 AU
109 109 AU2512 20251014 ... 940.64 914.3 AU
110 110 AU2602 20251014 ... 943.96 917.5 AU
111 111 AU2604 20251014 ... 946.46 920.14 AU
112 112 AU2606 20251014 ... 947.86 923.4 AU
113 113 AU2608 20251014 ... 952.96 928.54 AU
114 114 AU2610 20251014 ... 952.34 931.62 AU
115 115 AG2510 20251014 ... 11714 11261 AG
116 116 AG2511 20251014 ... 11696 11233 AG
117 117 AG2512 20251014 ... 11697 11236 AG
118 118 AG2601 20251014 ... 11724 11240 AG
119 119 AG2602 20251014 ... 11734 11266 AG
120 120 AG2603 20251014 ... 11775 11298 AG
121 121 AG2604 20251014 ... 11788 11311 AG
122 122 AG2605 20251014 ... 11796 11296 AG
123 123 AG2606 20251014 ... 11791 11320 AG
124 124 AG2607 20251014 ... 11829 11321 AG
125 125 AG2608 20251014 ... 11813 11303 AG
126 126 AG2609 20251014 ... 11799 11362 AG
127 127 RB2510 20251014 ... 2975 2998 RB
128 128 RB2511 20251014 ... 2997 3021 RB
129 129 RB2512 20251014 ... 3043 3068 RB
130 130 RB2601 20251014 ... 3060 3086 RB
131 131 RB2602 20251014 ... 3067 3091 RB
132 132 RB2603 20251014 ... 3087 3112 RB
133 133 RB2604 20251014 ... 3102 3133 RB
134 134 RB2605 20251014 ... 3116 3140 RB
135 135 RB2606 20251014 ... 3130 3151 RB
136 136 RB2607 20251014 ... 3139 3166 RB
137 137 RB2608 20251014 ... 3151 3176 RB
138 138 RB2609 20251014 ... 3161 3178 RB
139 139 WR2510 20251014 ... 3069 3069 WR
140 140 WR2511 20251014 ... 3270 3270 WR
141 141 WR2512 20251014 ... 3309 3309 WR
142 142 WR2601 20251014 ... 3329 3351 WR
143 143 WR2602 20251014 ... 3370 3384 WR
144 144 WR2603 20251014 ... 3361 3361 WR
145 145 WR2604 20251014 ... 3369 3369 WR
146 146 WR2605 20251014 ... 3364 3353 WR
147 147 WR2606 20251014 ... 3360 3360 WR
148 148 WR2607 20251014 ... 3390 3390 WR
149 149 WR2608 20251014 ... 3431 3431 WR
150 150 WR2609 20251014 ... 3430 3430 WR
151 151 HC2510 20251014 ... 3442 3417 HC
152 152 HC2511 20251014 ... 3282 3304 HC
153 153 HC2512 20251014 ... 3262 3285 HC
154 154 HC2601 20251014 ... 3240 3264 HC
155 155 HC2602 20251014 ... 3240 3281 HC
156 156 HC2603 20251014 ... 3243 3274 HC
157 157 HC2604 20251014 ... 3241 3278 HC
158 158 HC2605 20251014 ... 3251 3274 HC
159 159 HC2606 20251014 ... 3245 3277 HC
160 160 HC2607 20251014 ... 3273 3278 HC
161 161 HC2608 20251014 ... 3277 3295 HC
162 162 HC2609 20251014 ... 3270 3293 HC
163 163 SS2510 20251014 ... 12315 12535 SS
164 164 SS2511 20251014 ... 12565 12675 SS
165 165 SS2512 20251014 ... 12590 12685 SS
166 166 SS2601 20251014 ... 12680 12775 SS
167 167 SS2602 20251014 ... 12745 12820 SS
168 168 SS2603 20251014 ... 12815 12895 SS
169 169 SS2604 20251014 ... 12885 12980 SS
170 170 SS2605 20251014 ... 12945 13035 SS
171 171 SS2606 20251014 ... 13025 13120 SS
172 172 SS2607 20251014 ... 13100 13170 SS
173 173 SS2608 20251014 ... 13125 13220 SS
174 174 SS2609 20251014 ... 13230 13295 SS
175 175 SC2511 20251014 ... 451.8 451.5 SC
176 176 SC2512 20251014 ... 452.5 453.7 SC
177 177 SC2601 20251014 ... 452.5 454.1 SC
178 178 SC2602 20251014 ... 453 453.8 SC
179 179 SC2603 20251014 ... 452.7 454.8 SC
180 180 SC2604 20251014 ... 453.6 455.4 SC
181 181 SC2605 20251014 ... 454.5 455.9 SC
182 182 SC2606 20251014 ... 455.6 453.1 SC
183 183 SC2607 20251014 ... 454.8 454.9 SC
184 184 SC2608 20251014 ... 455.3 454.1 SC
185 185 SC2609 20251014 ... 454.6 454 SC
186 186 SC2610 20251014 ... 449.7 449.7 SC
187 187 SC2612 20251014 ... 452.6 452.6 SC
188 188 SC2703 20251014 ... 451.6 451.6 SC
189 189 SC2706 20251014 ... 453.6 450.1 SC
190 190 SC2709 20251014 ... 450.6 450.6 SC
191 191 SC2712 20251014 ... 455 451 SC
192 192 SC2803 20251014 ... 449 449 SC
193 193 SC2806 20251014 ... 451.7 449.9 SC
194 194 SC2809 20251014 ... 452.9 451.2 SC
195 195 LU2511 20251014 ... 3204 3220 LU
196 196 LU2512 20251014 ... 3216 3240 LU
197 197 LU2601 20251014 ... 3210 3232 LU
198 198 LU2602 20251014 ... 3205 3229 LU
199 199 LU2603 20251014 ... 3206 3232 LU
200 200 LU2604 20251014 ... 3192 3247 LU
201 201 LU2605 20251014 ... 3200 3222 LU
202 202 LU2606 20251014 ... 3177 3210 LU
203 203 LU2607 20251014 ... 3206 3208 LU
204 204 LU2608 20251014 ... 3205 3205 LU
205 205 LU2609 20251014 ... 3188 3208 LU
206 206 LU2610 20251014 ... 3187 3209 LU
207 207 FU2511 20251014 ... 2763 2794 FU
208 208 FU2512 20251014 ... 2733 2750 FU
209 209 FU2601 20251014 ... 2714 2730 FU
210 210 FU2602 20251014 ... 2697 2712 FU
211 211 FU2603 20251014 ... 2693 2704 FU
212 212 FU2604 20251014 ... 2690 2702 FU
213 213 FU2605 20251014 ... 2680 2694 FU
214 214 FU2606 20251014 ... 2670 2688 FU
215 215 FU2607 20251014 ... 2659 2675 FU
216 216 FU2608 20251014 ... 2634 2651 FU
217 217 FU2609 20251014 ... 2628 2645 FU
218 218 FU2610 20251014 ... 2615 2628 FU
219 219 BU2510 20251014 ... 3470 3448 BU
220 220 BU2511 20251014 ... 3286 3310 BU
221 221 BU2512 20251014 ... 3208 3240 BU
222 222 BU2601 20251014 ... 3166 3201 BU
223 223 BU2602 20251014 ... 3172 3207 BU
224 224 BU2603 20251014 ... 3193 3220 BU
225 225 BU2604 20251014 ... 3191 3215 BU
226 226 BU2605 20251014 ... 3206 3217 BU
227 227 BU2606 20251014 ... 3207 3236 BU
228 228 BU2607 20251014 ... 3222 3230 BU
229 229 BU2608 20251014 ... 3197 3216 BU
230 230 BU2609 20251014 ... 3207 3221 BU
231 231 BU2612 20251014 ... 3155 3170 BU
232 232 BU2703 20251014 ... 3172 3178 BU
233 233 BU2706 20251014 ... 3175 3184 BU
234 234 BU2709 20251014 ... 3198 3195 BU
235 235 BR2510 20251014 ... 10670 10905 BR
236 236 BR2511 20251014 ... 10825 10935 BR
237 237 BR2512 20251014 ... 10790 10900 BR
238 238 BR2601 20251014 ... 10790 10905 BR
239 239 BR2602 20251014 ... 10780 10895 BR
240 240 BR2603 20251014 ... 10770 10895 BR
241 241 BR2604 20251014 ... 10795 10935 BR
242 242 BR2605 20251014 ... 10805 10940 BR
243 243 BR2606 20251014 ... 10810 10985 BR
244 244 BR2607 20251014 ... 11035 11140 BR
245 245 BR2608 20251014 ... 11040 11070 BR
246 246 BR2609 20251014 ... 11080 11185 BR
247 247 RU2510 20251014 ... 14165 14165 RU
248 248 RU2511 20251014 ... 14060 14195 RU
249 249 RU2601 20251014 ... 14855 14990 RU
250 250 RU2603 20251014 ... 14815 14945 RU
251 251 RU2604 20251014 ... 14855 14960 RU
252 252 RU2605 20251014 ... 14845 14975 RU
253 253 RU2606 20251014 ... 14850 14930 RU
254 254 RU2607 20251014 ... 14900 14930 RU
255 255 RU2608 20251014 ... 14925 15000 RU
256 256 RU2609 20251014 ... 14880 15005 RU
257 257 NR2510 20251014 ... 11925 11960 NR
258 258 NR2511 20251014 ... 11990 12085 NR
259 259 NR2512 20251014 ... 11985 12080 NR
260 260 NR2601 20251014 ... 11995 12100 NR
261 261 NR2602 20251014 ... 11995 12035 NR
262 262 NR2603 20251014 ... 12020 12085 NR
263 263 NR2604 20251014 ... 12000 12090 NR
264 264 NR2605 20251014 ... 12020 12095 NR
265 265 NR2606 20251014 ... 12040 12095 NR
266 266 NR2607 20251014 ... 12115 12115 NR
267 267 NR2608 20251014 ... 12145 12205 NR
268 268 NR2609 20251014 ... 12250 12250 NR
269 269 SP2510 20251014 ... 4812 4772 SP
270 270 SP2511 20251014 ... 4840 4798 SP
271 271 SP2512 20251014 ... 4864 4828 SP
272 272 SP2601 20251014 ... 5160 5098 SP
273 273 SP2602 20251014 ... 5170 5120 SP
274 274 SP2603 20251014 ... 5194 5132 SP
275 275 SP2604 20251014 ... 5206 5132 SP
276 276 SP2605 20251014 ... 5226 5170 SP
277 277 SP2606 20251014 ... 5234 5232 SP
278 278 SP2607 20251014 ... 5234 5158 SP
279 279 SP2608 20251014 ... 5240 5164 SP
280 280 SP2609 20251014 ... 5238 5200 SP
281 281 OP2601 20251014 ... 4208 4216 OP
282 282 OP2602 20251014 ... 4224 4226 OP
283 283 OP2603 20251014 ... 4218 4228 OP
284 284 OP2604 20251014 ... 4240 4258 OP
285 285 OP2605 20251014 ... 4232 4242 OP
286 286 OP2606 20251014 ... 4202 4202 OP
287 287 OP2607 20251014 ... 4242 4242 OP
288 288 OP2608 20251014 ... 4274 4274 OP
289 289 OP2609 20251014 ... 4220 4186 OP
290 290 EC2510 20251014 ... 1134.4 1133.1 EC
291 291 EC2512 20251014 ... 1639 1559.4 EC
292 292 EC2602 20251014 ... 1416.6 1358 EC
293 293 EC2604 20251014 ... 1112.5 1090.9 EC
294 294 EC2606 20251014 ... 1286.2 1254.5 EC
295 295 EC2608 20251014 ... 1424.4 1388.7 EC
296 298 SC_TAS2511 20251014 ... SC_TAS
297 299 SC_TAS2512 20251014 ... SC_TAS
298 300 SC_TAS2601 20251014 ... SC_TAS
299 301 SC_TAS2602 20251014 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 16:26:15,085 - future_1d - INFO - ak.get_shfe_daily('2025-10-14') done
2025-10-17 16:26:16,867 - future_1d - INFO - save future_daily 2025-10-14 completed
symbol date open ... settle pre_settle variety
0 a2511 20251015 3946.00 ... 3969.00 3957.00 A
1 a2601 20251015 3973.00 ... 3988.00 3969.00 A
2 a2603 20251015 3974.00 ... 3992.00 3972.00 A
3 a2605 20251015 4012.00 ... 4026.00 4011.00 A
4 a2607 20251015 4013.00 ... 4025.00 4012.00 A
5 a2609 20251015 4013.00 ... 4026.00 4011.00 A
6 b2510 20251015 3600.00 ... 3600.00 3619.00 B
7 b2511 20251015 3596.00 ... 3603.00 3607.00 B
8 b2512 20251015 3608.00 ... 3614.00 3636.00 B
9 b2601 20251015 3611.00 ... 3624.00 3628.00 B
10 b2602 20251015 3614.00 ... 3632.00 3632.00 B
11 b2603 20251015 3581.00 ... 3594.00 3599.00 B
12 b2604 20251015 3496.00 ... 3508.00 3500.00 B
13 b2605 20251015 3432.00 ... 3442.00 3444.00 B
14 b2606 20251015 3405.00 ... 3414.00 3409.00 B
15 b2607 20251015 3406.00 ... 3420.00 3415.00 B
16 b2608 20251015 3509.00 ... 3516.00 3511.00 B
17 b2609 20251015 3526.00 ... 3536.00 3543.00 B
18 bb2511 20251015 144.50 ... 144.50 144.65 BB
19 bb2601 20251015 146.80 ... 146.95 147.00 BB
20 bb2603 20251015 147.25 ... 147.10 147.25 BB
21 bb2605 20251015 147.70 ... 147.70 147.95 BB
22 bb2607 20251015 0.00 ... 152.60 152.85 BB
23 bb2609 20251015 0.00 ... 152.60 152.85 BB
24 bz2603 20251015 5575.00 ... 5585.00 5624.00 BZ
25 bz2604 20251015 5574.00 ... 5576.00 5615.00 BZ
26 bz2605 20251015 5593.00 ... 5588.00 5634.00 BZ
27 bz2606 20251015 5573.00 ... 5573.00 5672.00 BZ
28 bz2607 20251015 0.00 ... 5660.00 5685.00 BZ
29 bz2608 20251015 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251015 0.00 ... 5695.00 5720.00 BZ
31 c2511 20251015 2093.00 ... 2097.00 2087.00 C
32 c2601 20251015 2109.00 ... 2119.00 2105.00 C
33 c2603 20251015 2142.00 ... 2148.00 2131.00 C
34 c2605 20251015 2200.00 ... 2208.00 2198.00 C
35 c2607 20251015 2218.00 ... 2223.00 2214.00 C
36 c2609 20251015 2235.00 ... 2238.00 2230.00 C
37 cs2511 20251015 2386.00 ... 2390.00 2393.00 CS
38 cs2601 20251015 2399.00 ... 2407.00 2402.00 CS
39 cs2603 20251015 2420.00 ... 2427.00 2421.00 CS
40 cs2605 20251015 2523.00 ... 2521.00 2517.00 CS
41 cs2607 20251015 2527.00 ... 2532.00 2530.00 CS
42 cs2609 20251015 2571.00 ... 2570.00 2571.00 CS
43 eb2510 20251015 6416.00 ... 6442.00 6559.00 EB
44 eb2511 20251015 6513.00 ... 6544.00 6608.00 EB
45 eb2512 20251015 6550.00 ... 6566.00 6627.00 EB
46 eb2601 20251015 6590.00 ... 6609.00 6668.00 EB
47 eb2602 20251015 6647.00 ... 6667.00 6714.00 EB
48 eb2603 20251015 6712.00 ... 6727.00 6760.00 EB
49 eb2604 20251015 6731.00 ... 6765.00 6821.00 EB
50 eb2605 20251015 6777.00 ... 6795.00 6845.00 EB
51 eb2606 20251015 6825.00 ... 6828.00 6873.00 EB
52 eb2607 20251015 6828.00 ... 6852.00 6872.00 EB
53 eb2608 20251015 6870.00 ... 6870.00 6895.00 EB
54 eb2609 20251015 6875.00 ... 6889.00 6888.00 EB
55 eg2510 20251015 4080.00 ... 4089.00 4094.00 EG
56 eg2511 20251015 4060.00 ... 4073.00 4087.00 EG
57 eg2512 20251015 4040.00 ... 4054.00 4067.00 EG
58 eg2601 20251015 4037.00 ... 4048.00 4072.00 EG
59 eg2602 20251015 4058.00 ... 4053.00 4077.00 EG
60 eg2603 20251015 4073.00 ... 4074.00 4079.00 EG
61 eg2604 20251015 4116.00 ... 4135.00 4146.00 EG
62 eg2605 20251015 4129.00 ... 4134.00 4161.00 EG
63 eg2606 20251015 4131.00 ... 4143.00 4163.00 EG
64 eg2607 20251015 4171.00 ... 4171.00 4175.00 EG
65 eg2608 20251015 4161.00 ... 4170.00 4185.00 EG
66 eg2609 20251015 4202.00 ... 4202.00 4199.00 EG
67 fb2510 20251015 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251015 1247.00 ... 1256.00 1257.50 FB
69 fb2512 20251015 1259.50 ... 1256.00 1261.00 FB
70 fb2601 20251015 1266.00 ... 1264.50 1271.00 FB
71 fb2602 20251015 1269.00 ... 1270.50 1273.50 FB
72 fb2603 20251015 1263.50 ... 1264.50 1266.00 FB
73 fb2604 20251015 1265.50 ... 1264.50 1271.00 FB
74 fb2605 20251015 1288.50 ... 1288.50 1273.00 FB
75 fb2606 20251015 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251015 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251015 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251015 0.00 ... 1296.00 1296.00 FB
79 i2510 20251015 805.50 ... 806.00 808.50 I
80 i2511 20251015 800.50 ... 798.00 805.00 I
81 i2512 20251015 793.50 ... 792.00 797.50 I
82 i2601 20251015 784.00 ... 780.50 788.00 I
83 i2602 20251015 780.00 ... 779.50 781.50 I
84 i2603 20251015 775.00 ... 773.50 779.50 I
85 i2604 20251015 769.50 ... 768.50 773.50 I
86 i2605 20251015 761.00 ... 759.00 765.00 I
87 i2606 20251015 756.50 ... 753.00 762.00 I
88 i2607 20251015 750.00 ... 748.50 757.50 I
89 i2608 20251015 747.00 ... 743.00 753.00 I
90 i2609 20251015 740.00 ... 736.50 747.00 I
91 j2510 20251015 0.00 ... 1600.00 1600.00 J
92 j2511 20251015 1580.00 ... 1578.00 1586.00 J
93 j2512 20251015 1609.50 ... 1607.00 1608.00 J
94 j2601 20251015 1640.50 ... 1635.50 1636.50 J
95 j2602 20251015 1663.00 ... 1663.00 1653.00 J
96 j2603 20251015 0.00 ... 1676.50 1676.50 J
97 j2604 20251015 1778.00 ... 1762.50 1773.50 J
98 j2605 20251015 1802.50 ... 1781.50 1781.00 J
99 j2606 20251015 0.00 ... 1814.00 1814.00 J
100 j2607 20251015 0.00 ... 1833.50 1833.50 J
101 j2608 20251015 0.00 ... 1865.00 1865.00 J
102 j2609 20251015 1865.00 ... 1864.50 1866.50 J
103 jd2510 20251015 2701.00 ... 2708.00 2685.00 JD
104 jd2511 20251015 2870.00 ... 2848.00 2847.00 JD
105 jd2512 20251015 3040.00 ... 3021.00 3028.00 JD
106 jd2601 20251015 3245.00 ... 3209.00 3232.00 JD
107 jd2602 20251015 3048.00 ... 3026.00 3044.00 JD
108 jd2603 20251015 3065.00 ... 3037.00 3060.00 JD
109 jd2604 20251015 3168.00 ... 3157.00 3168.00 JD
110 jd2605 20251015 3340.00 ... 3343.00 3345.00 JD
111 jd2606 20251015 3231.00 ... 3233.00 3235.00 JD
112 jd2607 20251015 3479.00 ... 3471.00 3479.00 JD
113 jd2608 20251015 3966.00 ... 3966.00 3966.00 JD
114 jd2609 20251015 3868.00 ... 3867.00 3866.00 JD
115 jm2510 20251015 1047.00 ... 999.00 951.00 JM
116 jm2511 20251015 1015.00 ... 1024.00 1009.00 JM
117 jm2512 20251015 1080.50 ... 1080.50 1072.50 JM
118 jm2601 20251015 1150.00 ... 1147.00 1139.50 JM
119 jm2602 20251015 1178.00 ... 1172.50 1167.50 JM
120 jm2603 20251015 1197.50 ... 1190.00 1185.50 JM
121 jm2604 20251015 1206.50 ... 1204.50 1207.00 JM
122 jm2605 20251015 1234.00 ... 1222.00 1223.00 JM
123 jm2606 20251015 1248.00 ... 1241.50 1247.00 JM
124 jm2607 20251015 1268.00 ... 1262.50 1260.50 JM
125 jm2608 20251015 1288.00 ... 1284.50 1279.00 JM
126 jm2609 20251015 1310.00 ... 1305.00 1309.00 JM
127 l2510 20251015 0.00 ... 6856.00 6856.00 L
128 l2511 20251015 6873.00 ... 6895.00 6922.00 L
129 l2512 20251015 6887.00 ... 6906.00 6928.00 L
130 l2601 20251015 6890.00 ... 6908.00 6936.00 L
131 l2602 20251015 6889.00 ... 6910.00 6924.00 L
132 l2603 20251015 6906.00 ... 6931.00 6944.00 L
133 l2604 20251015 6931.00 ... 6940.00 6984.00 L
134 l2605 20251015 6949.00 ... 6940.00 6975.00 L
135 l2606 20251015 6943.00 ... 6947.00 6953.00 L
136 l2607 20251015 6975.00 ... 6975.00 7007.00 L
137 l2608 20251015 6986.00 ... 6994.00 7015.00 L
138 l2609 20251015 6980.00 ... 6969.00 7018.00 L
139 lg2511 20251015 790.00 ... 792.50 791.00 LG
140 lg2601 20251015 823.00 ... 821.00 820.00 LG
141 lg2603 20251015 831.00 ... 828.00 827.50 LG
142 lg2605 20251015 831.50 ... 829.50 828.50 LG
143 lg2607 20251015 830.00 ... 830.00 830.00 LG
144 lg2609 20251015 830.50 ... 830.00 831.50 LG
145 lh2511 20251015 11555.00 ... 11485.00 11355.00 LH
146 lh2601 20251015 12405.00 ... 12300.00 12335.00 LH
147 lh2603 20251015 11850.00 ... 11735.00 11825.00 LH
148 lh2605 20251015 12470.00 ... 12335.00 12445.00 LH
149 lh2607 20251015 13265.00 ... 13170.00 13250.00 LH
150 lh2609 20251015 13920.00 ... 13925.00 13945.00 LH
151 m2511 20251015 2887.00 ... 2894.00 2896.00 M
152 m2512 20251015 2921.00 ... 2930.00 2936.00 M
153 m2601 20251015 2902.00 ... 2914.00 2912.00 M
154 m2603 20251015 2879.00 ... 2893.00 2890.00 M
155 m2605 20251015 2734.00 ... 2737.00 2736.00 M
156 m2607 20251015 2713.00 ... 2721.00 2719.00 M
157 m2608 20251015 2838.00 ... 2845.00 2841.00 M
158 m2609 20251015 2838.00 ... 2850.00 2846.00 M
159 p2510 20251015 9118.00 ... 9120.00 9184.00 P
160 p2511 20251015 9232.00 ... 9210.00 9266.00 P
161 p2512 20251015 9248.00 ... 9262.00 9314.00 P
162 p2601 20251015 9302.00 ... 9316.00 9366.00 P
163 p2602 20251015 9326.00 ... 9330.00 9358.00 P
164 p2603 20251015 9304.00 ... 9322.00 9332.00 P
165 p2604 20251015 9264.00 ... 9290.00 9312.00 P
166 p2605 20251015 9200.00 ... 9228.00 9238.00 P
167 p2606 20251015 9120.00 ... 9142.00 9108.00 P
168 p2607 20251015 9036.00 ... 9056.00 9012.00 P
169 p2608 20251015 8982.00 ... 8976.00 8956.00 P
170 p2609 20251015 8838.00 ... 8896.00 8884.00 P
171 pg2510 20251015 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251015 4115.00 ... 4141.00 4118.00 PG
173 pg2512 20251015 3955.00 ... 3993.00 3981.00 PG
174 pg2601 20251015 3883.00 ... 3908.00 3904.00 PG
175 pg2602 20251015 3808.00 ... 3836.00 3835.00 PG
176 pg2603 20251015 3740.00 ... 3757.00 3762.00 PG
177 pg2604 20251015 4119.00 ... 4152.00 4147.00 PG
178 pg2605 20251015 4044.00 ... 4067.00 4076.00 PG
179 pg2606 20251015 4007.00 ... 4006.00 4017.00 PG
180 pg2607 20251015 3946.00 ... 3950.00 3974.00 PG
181 pg2608 20251015 3910.00 ... 3905.00 3917.00 PG
182 pg2609 20251015 3840.00 ... 3848.00 3859.00 PG
183 pp2510 20251015 6482.00 ... 6482.00 6536.00 PP
184 pp2511 20251015 6508.00 ... 6519.00 6551.00 PP
185 pp2512 20251015 6565.00 ... 6562.00 6593.00 PP
186 pp2601 20251015 6575.00 ... 6590.00 6628.00 PP
187 pp2602 20251015 6572.00 ... 6585.00 6620.00 PP
188 pp2603 20251015 6571.00 ... 6593.00 6624.00 PP
189 pp2604 20251015 6600.00 ... 6611.00 6647.00 PP
190 pp2605 20251015 6636.00 ... 6642.00 6683.00 PP
191 pp2606 20251015 6604.00 ... 6612.00 6644.00 PP
192 pp2607 20251015 6600.00 ... 6603.00 6647.00 PP
193 pp2608 20251015 6617.00 ... 6628.00 6670.00 PP
194 pp2609 20251015 6658.00 ... 6673.00 6695.00 PP
195 rr2510 20251015 3631.00 ... 3635.00 3620.00 RR
196 rr2511 20251015 3615.00 ... 3614.00 3615.00 RR
197 rr2512 20251015 3603.00 ... 3608.00 3608.00 RR
198 rr2601 20251015 3626.00 ... 3626.00 3625.00 RR
199 rr2602 20251015 3615.00 ... 3612.00 3613.00 RR
200 rr2603 20251015 3611.00 ... 3613.00 3614.00 RR
201 rr2604 20251015 3614.00 ... 3613.00 3617.00 RR
202 rr2605 20251015 3608.00 ... 3609.00 3612.00 RR
203 rr2606 20251015 3607.00 ... 3603.00 3602.00 RR
204 rr2607 20251015 0.00 ... 3624.00 3624.00 RR
205 rr2608 20251015 3599.00 ... 3605.00 3589.00 RR
206 rr2609 20251015 3616.00 ... 3616.00 3612.00 RR
207 v2510 20251015 4550.00 ... 4561.00 4567.00 V
208 v2511 20251015 4588.00 ... 4593.00 4596.00 V
209 v2512 20251015 4636.00 ... 4635.00 4641.00 V
210 v2601 20251015 4680.00 ... 4680.00 4684.00 V
211 v2602 20251015 4719.00 ... 4727.00 4727.00 V
212 v2603 20251015 4751.00 ... 4758.00 4754.00 V
213 v2604 20251015 4940.00 ... 4953.00 4957.00 V
214 v2605 20251015 5004.00 ... 4993.00 4998.00 V
215 v2606 20251015 5032.00 ... 5028.00 5029.00 V
216 v2607 20251015 5074.00 ... 5067.00 5072.00 V
217 v2608 20251015 5110.00 ... 5102.00 5103.00 V
218 v2609 20251015 5142.00 ... 5129.00 5137.00 V
219 y2511 20251015 8220.00 ... 8246.00 8272.00 Y
220 y2512 20251015 8268.00 ... 8280.00 8306.00 Y
221 y2601 20251015 8224.00 ... 8244.00 8270.00 Y
222 y2603 20251015 8174.00 ... 8198.00 8206.00 Y
223 y2605 20251015 8012.00 ... 8040.00 8040.00 Y
224 y2607 20251015 7940.00 ... 7982.00 7980.00 Y
225 y2608 20251015 7944.00 ... 7968.00 7966.00 Y
226 y2609 20251015 7886.00 ... 7946.00 7924.00 Y
[227 rows x 12 columns]
2025-10-17 16:26:22,670 - future_1d - INFO - ak.get_dce_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 IC2510 20251015 7196.600 ... 7272.000 7159.800 IC
1 IC2511 20251015 7090.800 ... 7190.400 7072.000 IC
2 IC2512 20251015 7068.000 ... 7134.400 7018.600 IC
3 IC2603 20251015 6880.000 ... 6972.000 6857.000 IC
4 IF2510 20251015 4544.000 ... 4596.400 4531.000 IF
5 IF2511 20251015 4532.200 ... 4583.800 4513.400 IF
6 IF2512 20251015 4522.000 ... 4572.600 4499.200 IF
7 IF2603 20251015 4496.000 ... 4551.200 4477.200 IF
8 IH2510 20251015 2967.000 ... 2996.800 2958.400 IH
9 IH2511 20251015 2964.200 ... 2994.000 2952.200 IH
10 IH2512 20251015 2968.000 ... 2995.000 2953.000 IH
11 IH2603 20251015 2965.200 ... 2996.000 2953.800 IH
12 IM2510 20251015 7377.800 ... 7451.600 7338.200 IM
13 IM2511 20251015 7260.000 ... 7357.600 7234.400 IM
14 IM2512 20251015 7194.800 ... 7273.800 7148.600 IM
15 IM2603 20251015 6949.000 ... 7054.200 6926.000 IM
16 T2512 20251015 108.105 ... 108.100 108.190 T
17 T2603 20251015 107.785 ... 107.780 107.880 T
18 T2606 20251015 107.660 ... 107.705 107.795 T
19 TF2512 20251015 105.740 ... 105.715 105.765 TF
20 TF2603 20251015 105.630 ... 105.610 105.650 TF
21 TF2606 20251015 105.575 ... 105.615 105.650 TF
22 TL2512 20251015 114.450 ... 114.480 114.740 TL
23 TL2603 20251015 113.940 ... 114.160 114.420 TL
24 TL2606 20251015 114.170 ... 114.100 114.360 TL
25 TS2512 20251015 102.382 ... 102.372 102.386 TS
26 TS2603 20251015 102.292 ... 102.274 102.292 TS
27 TS2606 20251015 102.312 ... 102.316 102.334 TS
[28 rows x 12 columns]
2025-10-17 16:26:23,334 - future_1d - INFO - ak.get_cffex_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251015 442.4 447.1 ... 3636243.41 443.2 451.8 SC
1 SC2512 20251015 443.3 448.3 ... 2159802.1 444.9 452.5 SC
2 SC2601 20251015 444.2 449 ... 428988.28 445.5 452.5 SC
3 SC2602 20251015 444.1 449.1 ... 63456.69 445.9 453 SC
4 SC2603 20251015 446 448.8 ... 20087.83 447.3 452.7 SC
5 SC2604 20251015 445.6 450.2 ... 9106.51 448.5 453.6 SC
6 SC2605 20251015 445.6 450.8 ... 12840.45 448.9 454.5 SC
7 SC2606 20251015 446.2 451 ... 38123.9 450.1 455.6 SC
8 SC2607 20251015 450.3 450.5 ... 270.04 450 454.8 SC
9 SC2608 20251015 451.3 451.3 ... 225.31 450.6 455.3 SC
10 SC2609 20251015 451.5 452.4 ... 585.8 450.6 454.6 SC
11 SC2610 20251015 ... 0 449.7 449.7 SC
12 SC2612 20251015 452.2 452.2 ... 90.31 451.5 452.6 SC
13 SC2703 20251015 448.6 448.7 ... 89.73 448.6 451.6 SC
14 SC2706 20251015 ... 0 453.6 453.6 SC
15 SC2709 20251015 449.9 450 ... 89.99 449.9 450.6 SC
16 SC2712 20251015 ... 0 455 455 SC
17 SC2803 20251015 ... 0 449 449 SC
18 SC2806 20251015 447.2 449 ... 134.42 448 451.7 SC
19 SC2809 20251015 449.6 450 ... 493.86 448.9 452.9 SC
21 LU2511 20251015 3152 3163 ... 26735.659 3141 3204 LU
22 LU2512 20251015 3159 3178 ... 276488.889 3158 3216 LU
23 LU2601 20251015 3157 3182 ... 175230.353 3161 3210 LU
24 LU2602 20251015 3159 3178 ... 21516.756 3162 3205 LU
25 LU2603 20251015 3150 3177 ... 3154.537 3160 3206 LU
26 LU2604 20251015 3163 3169 ... 25.293 3161 3192 LU
27 LU2605 20251015 3166 3174 ... 104.406 3163 3200 LU
28 LU2606 20251015 3146 3170 ... 41.083 3160 3177 LU
29 LU2607 20251015 3186 3186 ... 241.356 3175 3206 LU
30 LU2608 20251015 3184 3184 ... 257.069 3173 3205 LU
31 LU2609 20251015 3147 3176 ... 151.669 3159 3188 LU
32 LU2610 20251015 3147 3161 ... 25.222 3152 3187 LU
34 NR2510 20251015 12015 12200 ... 484.3 12105 11925 NR
35 NR2511 20251015 11995 12240 ... 564802.63 12110 11990 NR
36 NR2512 20251015 11980 12195 ... 739506.95 12085 11985 NR
37 NR2601 20251015 12020 12180 ... 230462.74 12075 11995 NR
38 NR2602 20251015 11995 12195 ... 11119 12055 11995 NR
39 NR2603 20251015 12005 12115 ... 2284.07 12085 12020 NR
40 NR2604 20251015 11995 12100 ... 940.095 12050 12000 NR
41 NR2605 20251015 11900 12095 ... 337.335 12045 12020 NR
42 NR2606 20251015 12095 12135 ... 121.145 12110 12040 NR
43 NR2607 20251015 12170 12170 ... 36.47 12155 12115 NR
44 NR2608 20251015 12090 12090 ... 12.09 12090 12145 NR
45 NR2609 20251015 12125 12220 ... 36.565 12185 12250 NR
47 BC2510 20251015 ... 0 75040 75040 BC
48 BC2511 20251015 74820 76450 ... 485745.945 75490 76190 BC
49 BC2512 20251015 75020 76470 ... 34587.805 75350 76240 BC
50 BC2601 20251015 ... 0 76860 76860 BC
51 BC2602 20251015 ... 0 75800 75800 BC
52 BC2603 20251015 ... 0 75870 75800 BC
53 BC2604 20251015 ... 0 76520 76520 BC
54 BC2605 20251015 ... 0 75900 75900 BC
55 BC2606 20251015 ... 0 75880 75880 BC
56 BC2607 20251015 ... 0 76570 76570 BC
57 BC2608 20251015 ... 0 75800 75800 BC
58 BC2609 20251015 ... 0 76130 76130 BC
60 EC2510 20251015 1134.6 1135.5 ... 19247.4025 1128.2 1134.4 EC
61 EC2512 20251015 1690 1749.9 ... 365103.323 1713.4 1639 EC
62 EC2602 20251015 1482 1517.6 ... 60793.811 1481.1 1416.6 EC
63 EC2604 20251015 1150 1168 ... 25839.0295 1148.9 1112.5 EC
64 EC2606 20251015 1338 1338 ... 2532.7455 1315.7 1286.2 EC
65 EC2608 20251015 1445 1487.9 ... 1173.9275 1458.2 1424.4 EC
68 SC_TAS2511 20251015 ... SC_TAS
69 SC_TAS2512 20251015 ... SC_TAS
70 SC_TAS2601 20251015 ... SC_TAS
71 SC_TAS2602 20251015 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 16:26:23,409 - future_1d - INFO - ak.get_ine_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251015 8650.0 9203.0 ... 311.45 9160.0 9225.0 AP
1 AP511 20251015 8668.0 8735.0 ... 7208.03 8695.0 8675.0 AP
2 AP512 20251015 8632.0 8683.0 ... 1411.55 8660.0 8641.0 AP
3 AP601 20251015 8670.0 8696.0 ... 375010.85 8668.0 8660.0 AP
4 AP603 20251015 8577.0 8585.0 ... 282.87 8572.0 8569.0 AP
5 AP604 20251015 8605.0 8621.0 ... 249.60 8607.0 8593.0 AP
6 AP605 20251015 8700.0 8700.0 ... 20982.63 8678.0 8657.0 AP
7 CF511 20251015 13260.0 13335.0 ... 64280.81 13275.0 13310.0 CF
8 CF601 20251015 13250.0 13300.0 ... 1195996.07 13255.0 13255.0 CF
9 CF603 20251015 13275.0 13325.0 ... 120020.26 13285.0 13270.0 CF
10 CF605 20251015 13320.0 13355.0 ... 256311.20 13315.0 13315.0 CF
11 CF607 20251015 13330.0 13375.0 ... 366.99 13345.0 13335.0 CF
12 CF609 20251015 13475.0 13530.0 ... 2894.97 13495.0 13490.0 CF
13 CJ512 20251015 10955.0 11010.0 ... 4340.14 10975.0 10980.0 CJ
14 CJ601 20251015 11085.0 11160.0 ... 512785.26 11105.0 11100.0 CJ
15 CJ603 20251015 10970.0 11105.0 ... 7418.93 11055.0 11060.0 CJ
16 CJ605 20251015 11100.0 11235.0 ... 75721.81 11185.0 11185.0 CJ
17 CJ607 20251015 11245.0 11315.0 ... 788.76 11270.0 11265.0 CJ
18 CJ609 20251015 11365.0 11450.0 ... 695.82 11405.0 11390.0 CJ
19 CY510 20251015 0.0 0.0 ... 0.00 19395.0 19410.0 CY
20 CY511 20251015 19675.0 19705.0 ... 2134.57 19675.0 19665.0 CY
21 CY512 20251015 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251015 19320.0 19345.0 ... 95212.73 19295.0 19310.0 CY
23 CY602 20251015 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251015 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251015 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251015 0.0 0.0 ... 0.00 19760.0 19795.0 CY
29 CY608 20251015 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251015 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251015 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251015 1035.0 1043.0 ... 33090.46 1031.0 1051.0 FG
33 FG512 20251015 1141.0 1152.0 ... 76940.78 1137.0 1155.0 FG
34 FG601 20251015 1137.0 1145.0 ... 3471765.23 1134.0 1149.0 FG
35 FG602 20251015 1207.0 1215.0 ... 29526.72 1203.0 1210.0 FG
36 FG603 20251015 1209.0 1217.0 ... 67082.12 1206.0 1214.0 FG
37 FG604 20251015 1272.0 1288.0 ... 570.31 1273.0 1284.0 FG
38 FG605 20251015 1275.0 1288.0 ... 128853.40 1273.0 1283.0 FG
39 FG606 20251015 1313.0 1325.0 ... 703.22 1312.0 1322.0 FG
40 FG607 20251015 1302.0 1317.0 ... 779.62 1304.0 1311.0 FG
41 FG608 20251015 1353.0 1367.0 ... 1767.84 1356.0 1367.0 FG
42 FG609 20251015 1363.0 1367.0 ... 5518.60 1356.0 1366.0 FG
43 JR511 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251015 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251015 2243.0 2292.0 ... 26781.53 2277.0 2275.0 MA
53 MA512 20251015 2266.0 2311.0 ... 82291.71 2287.0 2276.0 MA
54 MA601 20251015 2275.0 2309.0 ... 1688952.69 2292.0 2297.0 MA
55 MA602 20251015 2292.0 2329.0 ... 59933.04 2308.0 2318.0 MA
56 MA603 20251015 2302.0 2336.0 ... 75533.52 2322.0 2325.0 MA
57 MA604 20251015 2312.0 2329.0 ... 74.20 2319.0 2338.0 MA
58 MA605 20251015 2298.0 2322.0 ... 179036.64 2308.0 2319.0 MA
59 MA606 20251015 2304.0 2321.0 ... 25.44 2312.0 2329.0 MA
60 MA607 20251015 2277.0 2300.0 ... 130.65 2292.0 2287.0 MA
61 MA608 20251015 2270.0 2288.0 ... 38.77 2281.0 2290.0 MA
62 MA609 20251015 2265.0 2276.0 ... 3113.06 2266.0 2277.0 MA
63 OI511 20251015 10106.0 10143.0 ... 50666.56 10099.0 10140.0 OI
64 OI601 20251015 9950.0 9984.0 ... 2017868.33 9939.0 9983.0 OI
65 OI603 20251015 9704.0 9753.0 ... 221873.75 9706.0 9764.0 OI
66 OI605 20251015 9462.0 9530.0 ... 170578.36 9485.0 9498.0 OI
67 OI607 20251015 9398.0 9477.0 ... 1846.22 9420.0 9433.0 OI
68 OI609 20251015 9347.0 9437.0 ... 1184.52 9401.0 9384.0 OI
69 PF510 20251015 6102.0 6102.0 ... 130.89 6088.0 6116.0 PF
70 PF511 20251015 6084.0 6084.0 ... 65369.66 6072.0 6126.0 PF
71 PF512 20251015 6050.0 6058.0 ... 701762.09 6040.0 6076.0 PF
72 PF601 20251015 6068.0 6070.0 ... 92500.99 6054.0 6110.0 PF
73 PF602 20251015 6038.0 6044.0 ... 462025.43 6024.0 6086.0 PF
74 PF603 20251015 6028.0 6032.0 ... 132959.59 6016.0 6076.0 PF
75 PF604 20251015 6090.0 6102.0 ... 70.01 6088.0 6148.0 PF
76 PF605 20251015 6100.0 6132.0 ... 490.64 6096.0 6150.0 PF
77 PF606 20251015 6082.0 6120.0 ... 79.30 6100.0 6138.0 PF
78 PF607 20251015 6102.0 6162.0 ... 61.23 6124.0 6178.0 PF
79 PF608 20251015 6122.0 6152.0 ... 12.28 6140.0 6204.0 PF
80 PF609 20251015 6138.0 6166.0 ... 30.77 6154.0 6204.0 PF
81 PK510 20251015 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251015 7876.0 7922.0 ... 97457.25 7884.0 7872.0 PK
83 PK512 20251015 7972.0 7992.0 ... 184644.76 7958.0 7924.0 PK
84 PK601 20251015 8034.0 8096.0 ... 500962.20 8058.0 8016.0 PK
85 PK603 20251015 8036.0 8118.0 ... 172633.28 8084.0 8034.0 PK
86 PK604 20251015 8058.0 8116.0 ... 1799.08 8086.0 8044.0 PK
87 PK605 20251015 8080.0 8138.0 ... 17832.92 8110.0 8070.0 PK
88 PL601 20251015 6081.0 6108.0 ... 142549.79 6085.0 6109.0 PL
89 PL602 20251015 6108.0 6143.0 ... 106410.87 6124.0 6151.0 PL
90 PL603 20251015 6105.0 6146.0 ... 85611.28 6124.0 6152.0 PL
91 PL604 20251015 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251015 6076.0 6094.0 ... 109.43 6080.0 6119.0 PL
93 PL606 20251015 6088.0 6088.0 ... 24.35 6088.0 6142.0 PL
94 PL607 20251015 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251015 0.0 0.0 ... 0.00 6277.0 6280.0 PL
96 PL609 20251015 0.0 0.0 ... 0.00 6232.0 6239.0 PL
97 PM511 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251015 0.0 0.0 ... 0.00 5638.0 5678.0 PR
104 PR511 20251015 5572.0 5582.0 ... 17495.21 5568.0 5612.0 PR
105 PR512 20251015 5570.0 5580.0 ... 197902.61 5560.0 5600.0 PR
106 PR601 20251015 5552.0 5552.0 ... 197998.02 5532.0 5572.0 PR
107 PR602 20251015 5586.0 5592.0 ... 33581.81 5576.0 5608.0 PR
108 PR603 20251015 5578.0 5608.0 ... 911.33 5574.0 5630.0 PR
109 PR604 20251015 5592.0 5634.0 ... 293.63 5594.0 5654.0 PR
110 PR605 20251015 5616.0 5632.0 ... 597.60 5612.0 5680.0 PR
111 PR606 20251015 5658.0 5658.0 ... 16.96 5652.0 5696.0 PR
112 PR607 20251015 5662.0 5682.0 ... 68.03 5670.0 5716.0 PR
113 PR608 20251015 5692.0 5692.0 ... 17.06 5688.0 5722.0 PR
114 PR609 20251015 5718.0 5718.0 ... 25.61 5692.0 5718.0 PR
115 PX510 20251015 6326.0 6326.0 ... 15.82 6326.0 6332.0 PX
116 PX511 20251015 6324.0 6348.0 ... 119679.53 6316.0 6416.0 PX
117 PX512 20251015 6306.0 6338.0 ... 91641.78 6304.0 6386.0 PX
118 PX601 20251015 6306.0 6328.0 ... 490661.67 6296.0 6370.0 PX
119 PX602 20251015 6318.0 6342.0 ... 227109.04 6314.0 6374.0 PX
120 PX603 20251015 6316.0 6344.0 ... 132539.79 6320.0 6378.0 PX
121 PX604 20251015 6344.0 6344.0 ... 6.34 6344.0 6444.0 PX
122 PX605 20251015 6344.0 6380.0 ... 1205.07 6342.0 6416.0 PX
123 PX606 20251015 6352.0 6352.0 ... 9.53 6352.0 6400.0 PX
124 PX607 20251015 6374.0 6374.0 ... 6.37 6374.0 6412.0 PX
125 PX608 20251015 6374.0 6392.0 ... 12.77 6386.0 6424.0 PX
126 PX609 20251015 6390.0 6412.0 ... 19.18 6394.0 6424.0 PX
127 RI511 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251015 2382.0 2410.0 ... 5240.82 2387.0 2404.0 RM
134 RM601 20251015 2345.0 2380.0 ... 434336.03 2359.0 2369.0 RM
135 RM603 20251015 2285.0 2309.0 ... 3644.73 2297.0 2305.0 RM
136 RM605 20251015 2285.0 2307.0 ... 85660.02 2295.0 2299.0 RM
137 RM607 20251015 2281.0 2296.0 ... 7759.77 2286.0 2294.0 RM
138 RM608 20251015 2385.0 2401.0 ... 521.58 2393.0 2398.0 RM
139 RM609 20251015 2388.0 2398.0 ... 2607.16 2388.0 2388.0 RM
140 RS511 20251015 5157.0 5291.0 ... 83.78 5236.0 5243.0 RS
141 RS607 20251015 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251015 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251015 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251015 1150.0 1155.0 ... 1166.05 1151.0 1147.0 SA
145 SA511 20251015 1153.0 1170.0 ... 39303.14 1162.0 1161.0 SA
146 SA512 20251015 1222.0 1227.0 ... 123729.43 1220.0 1218.0 SA
147 SA601 20251015 1233.0 1238.0 ... 1956030.89 1231.0 1229.0 SA
148 SA602 20251015 1270.0 1274.0 ... 66808.09 1267.0 1266.0 SA
149 SA603 20251015 1277.0 1280.0 ... 140664.09 1273.0 1272.0 SA
150 SA604 20251015 1315.0 1319.0 ... 622.82 1314.0 1312.0 SA
151 SA605 20251015 1324.0 1325.0 ... 80051.48 1319.0 1317.0 SA
152 SA606 20251015 1344.0 1344.0 ... 661.44 1339.0 1338.0 SA
153 SA607 20251015 1335.0 1348.0 ... 665.99 1343.0 1349.0 SA
154 SA608 20251015 1382.0 1384.0 ... 311.79 1380.0 1383.0 SA
155 SA609 20251015 1394.0 1394.0 ... 2715.10 1385.0 1388.0 SA
156 SF510 20251015 5230.0 5240.0 ... 269.15 5226.0 5230.0 SF
157 SF511 20251015 5388.0 5452.0 ... 222611.24 5410.0 5378.0 SF
158 SF512 20251015 5334.0 5420.0 ... 124007.39 5388.0 5334.0 SF
159 SF601 20251015 5328.0 5408.0 ... 294943.74 5370.0 5334.0 SF
160 SF602 20251015 5274.0 5342.0 ... 101388.83 5314.0 5276.0 SF
161 SF603 20251015 5466.0 5518.0 ... 185376.43 5490.0 5450.0 SF
162 SF604 20251015 0.0 0.0 ... 0.00 5438.0 5436.0 SF
163 SF605 20251015 5430.0 5492.0 ... 4127.02 5464.0 5440.0 SF
164 SF606 20251015 5420.0 5454.0 ... 24.46 5436.0 5402.0 SF
165 SF607 20251015 5598.0 5624.0 ... 14.00 5602.0 5572.0 SF
166 SF608 20251015 5618.0 5618.0 ... 8.40 5598.0 5576.0 SF
167 SF609 20251015 5552.0 5594.0 ... 89.30 5582.0 5556.0 SF
168 SH510 20251015 0.0 0.0 ... 0.00 2400.0 2395.0 SH
169 SH511 20251015 2395.0 2431.0 ... 76267.25 2407.0 2405.0 SH
170 SH512 20251015 2445.0 2477.0 ... 119282.61 2458.0 2446.0 SH
171 SH601 20251015 2425.0 2454.0 ... 1873788.30 2434.0 2429.0 SH
172 SH602 20251015 2457.0 2486.0 ... 250959.48 2466.0 2467.0 SH
173 SH603 20251015 2467.0 2494.0 ... 222406.58 2475.0 2473.0 SH
174 SH604 20251015 2516.0 2537.0 ... 280.38 2526.0 2527.0 SH
175 SH605 20251015 2529.0 2550.0 ... 11536.77 2535.0 2534.0 SH
176 SH606 20251015 2559.0 2575.0 ... 223.03 2564.0 2570.0 SH
177 SH607 20251015 2560.0 2580.0 ... 169.50 2568.0 2576.0 SH
178 SH608 20251015 2585.0 2602.0 ... 171.05 2592.0 2601.0 SH
179 SH609 20251015 2589.0 2601.0 ... 210.30 2596.0 2597.0 SH
180 SM510 20251015 5662.0 5666.0 ... 676.38 5660.0 5614.0 SM
181 SM511 20251015 5736.0 5786.0 ... 26486.40 5754.0 5720.0 SM
182 SM512 20251015 5724.0 5794.0 ... 207807.25 5762.0 5720.0 SM
183 SM601 20251015 5726.0 5798.0 ... 481383.31 5766.0 5728.0 SM
184 SM602 20251015 5734.0 5802.0 ... 54919.11 5770.0 5734.0 SM
185 SM603 20251015 5744.0 5814.0 ... 284636.25 5782.0 5742.0 SM
186 SM604 20251015 5802.0 5802.0 ... 2.90 5802.0 5768.0 SM
187 SM605 20251015 5766.0 5826.0 ... 10073.96 5794.0 5758.0 SM
188 SM606 20251015 5816.0 5816.0 ... 5.80 5796.0 5760.0 SM
189 SM607 20251015 0.0 0.0 ... 0.00 5790.0 5778.0 SM
190 SM608 20251015 0.0 0.0 ... 0.00 5794.0 5792.0 SM
191 SM609 20251015 5814.0 5858.0 ... 588.33 5826.0 5800.0 SM
192 SR511 20251015 5430.0 5453.0 ... 27885.71 5427.0 5442.0 SR
193 SR601 20251015 5391.0 5416.0 ... 886959.35 5402.0 5400.0 SR
194 SR603 20251015 5384.0 5401.0 ... 171069.69 5388.0 5384.0 SR
195 SR605 20251015 5366.0 5385.0 ... 100926.42 5373.0 5374.0 SR
196 SR607 20251015 5378.0 5392.0 ... 3219.34 5384.0 5385.0 SR
197 SR609 20251015 5383.0 5402.0 ... 4563.29 5394.0 5393.0 SR
198 TA510 20251015 4346.0 4378.0 ... 2401.28 4370.0 4420.0 TA
199 TA511 20251015 4388.0 4392.0 ... 72997.90 4378.0 4432.0 TA
200 TA512 20251015 4394.0 4410.0 ... 152469.12 4394.0 4454.0 TA
201 TA601 20251015 4422.0 4428.0 ... 1264069.93 4412.0 4464.0 TA
202 TA602 20251015 4430.0 4442.0 ... 120455.17 4424.0 4486.0 TA
203 TA603 20251015 4446.0 4456.0 ... 51664.33 4438.0 4496.0 TA
204 TA604 20251015 4456.0 4466.0 ... 26.74 4456.0 4532.0 TA
205 TA605 20251015 4480.0 4488.0 ... 88227.81 4474.0 4522.0 TA
206 TA606 20251015 4482.0 4484.0 ... 26.85 4476.0 4510.0 TA
207 TA607 20251015 4482.0 4500.0 ... 17.96 4492.0 4550.0 TA
208 TA608 20251015 0.0 0.0 ... 0.00 4526.0 4558.0 TA
209 TA609 20251015 4540.0 4540.0 ... 3079.34 4512.0 4552.0 TA
210 UR510 20251015 1495.0 1509.0 ... 245.23 1495.0 1504.0 UR
211 UR511 20251015 1585.0 1586.0 ... 16278.40 1580.0 1578.0 UR
212 UR512 20251015 1585.0 1597.0 ... 25277.80 1590.0 1587.0 UR
213 UR601 20251015 1600.0 1611.0 ... 378430.22 1604.0 1602.0 UR
214 UR602 20251015 1601.0 1618.0 ... 14897.60 1612.0 1607.0 UR
215 UR603 20251015 1671.0 1673.0 ... 136.59 1666.0 1661.0 UR
216 UR604 20251015 1670.0 1671.0 ... 40.06 1669.0 1669.0 UR
217 UR605 20251015 1670.0 1680.0 ... 23994.85 1674.0 1672.0 UR
218 UR606 20251015 1682.0 1684.0 ... 235.17 1680.0 1676.0 UR
219 UR607 20251015 1708.0 1708.0 ... 6.83 1708.0 1710.0 UR
220 UR608 20251015 0.0 0.0 ... 0.00 1707.0 1707.0 UR
221 UR609 20251015 1709.0 1710.0 ... 204.83 1707.0 1705.0 UR
222 WH511 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 16:26:23,704 - future_1d - INFO - ak.get_czce_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20251015 0.0 ... 50755.0 49980.0 PS
1 PS2511 20251015 49975.0 ... 50805.0 49205.0 PS
2 PS2512 20251015 52595.0 ... 53270.0 51630.0 PS
3 PS2601 20251015 52050.0 ... 53165.0 51570.0 PS
4 PS2602 20251015 52050.0 ... 52840.0 51585.0 PS
5 PS2603 20251015 52030.0 ... 52690.0 51545.0 PS
6 PS2604 20251015 51925.0 ... 52600.0 51450.0 PS
7 PS2605 20251015 51800.0 ... 52730.0 51340.0 PS
8 PS2606 20251015 53000.0 ... 54525.0 53195.0 PS
9 PS2607 20251015 53105.0 ... 54410.0 53105.0 PS
10 PS2608 20251015 53125.0 ... 54125.0 52925.0 PS
11 PS2609 20251015 53015.0 ... 53855.0 52655.0 PS
13 SI2510 20251015 8585.0 ... 8620.0 8555.0 SI
14 SI2511 20251015 8495.0 ... 8595.0 8580.0 SI
15 SI2512 20251015 8910.0 ... 8965.0 8970.0 SI
16 SI2601 20251015 8835.0 ... 8905.0 8905.0 SI
17 SI2602 20251015 8800.0 ... 8885.0 8915.0 SI
18 SI2603 20251015 8925.0 ... 8910.0 8980.0 SI
19 SI2604 20251015 8870.0 ... 8940.0 8900.0 SI
20 SI2605 20251015 8850.0 ... 8935.0 8925.0 SI
21 SI2606 20251015 8935.0 ... 8960.0 8930.0 SI
22 SI2607 20251015 8885.0 ... 8935.0 8940.0 SI
23 SI2608 20251015 0.0 ... 8960.0 8960.0 SI
24 SI2609 20251015 8930.0 ... 8975.0 8980.0 SI
27 LC2510 20251015 73120.0 ... 73220.0 72720.0 LC
28 LC2511 20251015 73000.0 ... 73100.0 73160.0 LC
29 LC2512 20251015 72900.0 ... 73200.0 73220.0 LC
30 LC2601 20251015 73140.0 ... 73200.0 73160.0 LC
31 LC2602 20251015 73000.0 ... 73100.0 72960.0 LC
32 LC2603 20251015 72640.0 ... 72980.0 73080.0 LC
33 LC2604 20251015 73260.0 ... 73640.0 73680.0 LC
34 LC2605 20251015 73180.0 ... 73680.0 73660.0 LC
35 LC2606 20251015 73400.0 ... 73620.0 73600.0 LC
36 LC2607 20251015 73400.0 ... 73560.0 73560.0 LC
37 LC2608 20251015 73600.0 ... 73840.0 73720.0 LC
38 LC2609 20251015 73960.0 ... 73940.0 73800.0 LC
[36 rows x 12 columns]
2025-10-17 16:26:23,904 - future_1d - INFO - ak.get_gfex_daily('2025-10-15') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251015 ... 85080 85820 CU
1 1 CU2511 20251015 ... 84960 85710 CU
2 2 CU2512 20251015 ... 85000 85690 CU
3 3 CU2601 20251015 ... 84840 85610 CU
4 4 CU2602 20251015 ... 84750 85570 CU
5 5 CU2603 20251015 ... 84570 85750 CU
6 6 CU2604 20251015 ... 84860 85680 CU
7 7 CU2605 20251015 ... 84510 85680 CU
8 8 CU2606 20251015 ... 84560 85390 CU
9 9 CU2607 20251015 ... 84370 84950 CU
10 10 CU2608 20251015 ... 84550 85220 CU
11 11 CU2609 20251015 ... 84340 85270 CU
12 12 BC2510 20251015 ... 75040 75040 BC
13 13 BC2511 20251015 ... 75490 76190 BC
14 14 BC2512 20251015 ... 75350 76240 BC
15 15 BC2601 20251015 ... 76860 76860 BC
16 16 BC2602 20251015 ... 75800 75800 BC
17 17 BC2603 20251015 ... 75870 75800 BC
18 18 BC2604 20251015 ... 76520 76520 BC
19 19 BC2605 20251015 ... 75900 75900 BC
20 20 BC2606 20251015 ... 75880 75880 BC
21 21 BC2607 20251015 ... 76570 76570 BC
22 22 BC2608 20251015 ... 75800 75800 BC
23 23 BC2609 20251015 ... 76130 76130 BC
24 24 AL2510 20251015 ... 20850 20905 AL
25 25 AL2511 20251015 ... 20875 20930 AL
26 26 AL2512 20251015 ... 20895 20945 AL
27 27 AL2601 20251015 ... 20900 20950 AL
28 28 AL2602 20251015 ... 20890 20945 AL
29 29 AL2603 20251015 ... 20885 20945 AL
30 30 AL2604 20251015 ... 20910 20980 AL
31 31 AL2605 20251015 ... 20915 20995 AL
32 32 AL2606 20251015 ... 20890 20995 AL
33 33 AL2607 20251015 ... 20925 21015 AL
34 34 AL2608 20251015 ... 20930 21010 AL
35 35 AL2609 20251015 ... 20940 20995 AL
36 36 ZN2510 20251015 ... 21985 22205 ZN
37 37 ZN2511 20251015 ... 21995 22275 ZN
38 38 ZN2512 20251015 ... 22035 22310 ZN
39 39 ZN2601 20251015 ... 22065 22340 ZN
40 40 ZN2602 20251015 ... 22090 22370 ZN
41 41 ZN2603 20251015 ... 22125 22395 ZN
42 42 ZN2604 20251015 ... 22150 22415 ZN
43 43 ZN2605 20251015 ... 22180 22435 ZN
44 44 ZN2606 20251015 ... 22215 22475 ZN
45 45 ZN2607 20251015 ... 22200 22470 ZN
46 46 ZN2608 20251015 ... 22220 22475 ZN
47 47 ZN2609 20251015 ... 22275 22535 ZN
48 48 PB2510 20251015 ... 17080 17045 PB
49 49 PB2511 20251015 ... 17055 17085 PB
50 50 PB2512 20251015 ... 17085 17095 PB
51 51 PB2601 20251015 ... 17085 17090 PB
52 52 PB2602 20251015 ... 16990 17115 PB
53 53 PB2603 20251015 ... 17105 17105 PB
54 54 PB2604 20251015 ... 17190 17115 PB
55 55 PB2605 20251015 ... 17145 17125 PB
56 56 PB2606 20251015 ... 17195 17145 PB
57 57 PB2607 20251015 ... 17160 17160 PB
58 58 PB2608 20251015 ... 17200 17170 PB
59 59 PB2609 20251015 ... 17235 17225 PB
60 60 NI2510 20251015 ... 120650 120560 NI
61 61 NI2511 20251015 ... 121020 121080 NI
62 62 NI2512 20251015 ... 121170 121210 NI
63 63 NI2601 20251015 ... 121390 121470 NI
64 64 NI2602 20251015 ... 121600 121680 NI
65 65 NI2603 20251015 ... 121920 122000 NI
66 66 NI2604 20251015 ... 122100 122110 NI
67 67 NI2605 20251015 ... 122360 122240 NI
68 68 NI2606 20251015 ... 122570 122600 NI
69 69 NI2607 20251015 ... 122850 122680 NI
70 70 NI2608 20251015 ... 123210 123140 NI
71 71 NI2609 20251015 ... 123450 123520 NI
72 72 SN2510 20251015 ... 280420 281340 SN
73 73 SN2511 20251015 ... 280410 282140 SN
74 74 SN2512 20251015 ... 280740 282320 SN
75 75 SN2601 20251015 ... 281030 282460 SN
76 76 SN2602 20251015 ... 280790 282390 SN
77 77 SN2603 20251015 ... 280770 282460 SN
78 78 SN2604 20251015 ... 280770 282290 SN
79 79 SN2605 20251015 ... 280720 282370 SN
80 80 SN2606 20251015 ... 281340 282730 SN
81 81 SN2607 20251015 ... 280840 282610 SN
82 82 SN2608 20251015 ... 281330 283550 SN
83 83 SN2609 20251015 ... 282990 282990 SN
84 84 AO2510 20251015 ... 2757 2775 AO
85 85 AO2511 20251015 ... 2776 2783 AO
86 86 AO2512 20251015 ... 2788 2797 AO
87 87 AO2601 20251015 ... 2799 2807 AO
88 88 AO2602 20251015 ... 2818 2826 AO
89 89 AO2603 20251015 ... 2889 2897 AO
90 90 AO2604 20251015 ... 2901 2910 AO
91 91 AO2605 20251015 ... 2910 2918 AO
92 92 AO2606 20251015 ... 2922 2928 AO
93 93 AO2607 20251015 ... 2930 2937 AO
94 94 AO2608 20251015 ... 2945 2949 AO
95 95 AO2609 20251015 ... 2960 2967 AO
96 96 AD2511 20251015 ... 20330 20380 AD
97 97 AD2512 20251015 ... 20400 20440 AD
98 98 AD2601 20251015 ... 20445 20490 AD
99 99 AD2602 20251015 ... 20425 20485 AD
100 100 AD2603 20251015 ... 20420 20440 AD
101 101 AD2604 20251015 ... 20405 20420 AD
102 102 AD2605 20251015 ... 20340 20370 AD
103 103 AD2606 20251015 ... 20300 20420 AD
104 104 AD2607 20251015 ... 20270 20340 AD
105 105 AD2608 20251015 ... 20495 20495 AD
106 106 AD2609 20251015 ... 20495 20410 AD
107 107 AU2510 20251015 ... 962.24 942.4 AU
108 108 AU2511 20251015 ... 947.9 939.32 AU
109 109 AU2512 20251015 ... 948.92 940.64 AU
110 110 AU2602 20251015 ... 952.1 943.96 AU
111 111 AU2604 20251015 ... 953.3 946.46 AU
112 112 AU2606 20251015 ... 957.1 947.86 AU
113 113 AU2608 20251015 ... 958.84 952.96 AU
114 114 AU2610 20251015 ... 961.32 952.34 AU
115 115 AG2510 20251015 ... 12200 11714 AG
116 116 AG2511 20251015 ... 11689 11696 AG
117 117 AG2512 20251015 ... 11675 11697 AG
118 118 AG2601 20251015 ... 11677 11724 AG
119 119 AG2602 20251015 ... 11708 11734 AG
120 120 AG2603 20251015 ... 11700 11775 AG
121 121 AG2604 20251015 ... 11712 11788 AG
122 122 AG2605 20251015 ... 11712 11796 AG
123 123 AG2606 20251015 ... 11756 11791 AG
124 124 AG2607 20251015 ... 11765 11829 AG
125 125 AG2608 20251015 ... 11754 11813 AG
126 126 AG2609 20251015 ... 11808 11799 AG
127 127 RB2510 20251015 ... 2954 2975 RB
128 128 RB2511 20251015 ... 2987 2997 RB
129 129 RB2512 20251015 ... 3031 3043 RB
130 130 RB2601 20251015 ... 3044 3060 RB
131 131 RB2602 20251015 ... 3049 3067 RB
132 132 RB2603 20251015 ... 3074 3087 RB
133 133 RB2604 20251015 ... 3096 3102 RB
134 134 RB2605 20251015 ... 3099 3116 RB
135 135 RB2606 20251015 ... 3114 3130 RB
136 136 RB2607 20251015 ... 3136 3139 RB
137 137 RB2608 20251015 ... 3134 3151 RB
138 138 RB2609 20251015 ... 3143 3161 RB
139 139 WR2510 20251015 ... 3100 3069 WR
140 140 WR2511 20251015 ... 3270 3270 WR
141 141 WR2512 20251015 ... 3353 3309 WR
142 142 WR2601 20251015 ... 3342 3329 WR
143 143 WR2602 20251015 ... 3370 3370 WR
144 144 WR2603 20251015 ... 3361 3361 WR
145 145 WR2604 20251015 ... 3369 3369 WR
146 146 WR2605 20251015 ... 3364 3364 WR
147 147 WR2606 20251015 ... 3363 3360 WR
148 148 WR2607 20251015 ... 3416 3390 WR
149 149 WR2608 20251015 ... 3431 3431 WR
150 150 WR2609 20251015 ... 3430 3430 WR
151 151 HC2510 20251015 ... 3534 3442 HC
152 152 HC2511 20251015 ... 3282 3282 HC
153 153 HC2512 20251015 ... 3254 3262 HC
154 154 HC2601 20251015 ... 3225 3240 HC
155 155 HC2602 20251015 ... 3223 3240 HC
156 156 HC2603 20251015 ... 3233 3243 HC
157 157 HC2604 20251015 ... 3228 3241 HC
158 158 HC2605 20251015 ... 3235 3251 HC
159 159 HC2606 20251015 ... 3237 3245 HC
160 160 HC2607 20251015 ... 3245 3273 HC
161 161 HC2608 20251015 ... 3253 3277 HC
162 162 HC2609 20251015 ... 3259 3270 HC
163 163 SS2510 20251015 ... 12345 12315 SS
164 164 SS2511 20251015 ... 12525 12565 SS
165 165 SS2512 20251015 ... 12555 12590 SS
166 166 SS2601 20251015 ... 12655 12680 SS
167 167 SS2602 20251015 ... 12715 12745 SS
168 168 SS2603 20251015 ... 12795 12815 SS
169 169 SS2604 20251015 ... 12870 12885 SS
170 170 SS2605 20251015 ... 12925 12945 SS
171 171 SS2606 20251015 ... 13000 13025 SS
172 172 SS2607 20251015 ... 13035 13100 SS
173 173 SS2608 20251015 ... 13095 13125 SS
174 174 SS2609 20251015 ... 13170 13230 SS
175 175 SC2511 20251015 ... 443.2 451.8 SC
176 176 SC2512 20251015 ... 444.9 452.5 SC
177 177 SC2601 20251015 ... 445.5 452.5 SC
178 178 SC2602 20251015 ... 445.9 453 SC
179 179 SC2603 20251015 ... 447.3 452.7 SC
180 180 SC2604 20251015 ... 448.5 453.6 SC
181 181 SC2605 20251015 ... 448.9 454.5 SC
182 182 SC2606 20251015 ... 450.1 455.6 SC
183 183 SC2607 20251015 ... 450 454.8 SC
184 184 SC2608 20251015 ... 450.6 455.3 SC
185 185 SC2609 20251015 ... 450.6 454.6 SC
186 186 SC2610 20251015 ... 449.7 449.7 SC
187 187 SC2612 20251015 ... 451.5 452.6 SC
188 188 SC2703 20251015 ... 448.6 451.6 SC
189 189 SC2706 20251015 ... 453.6 453.6 SC
190 190 SC2709 20251015 ... 449.9 450.6 SC
191 191 SC2712 20251015 ... 455 455 SC
192 192 SC2803 20251015 ... 449 449 SC
193 193 SC2806 20251015 ... 448 451.7 SC
194 194 SC2809 20251015 ... 448.9 452.9 SC
195 195 LU2511 20251015 ... 3141 3204 LU
196 196 LU2512 20251015 ... 3158 3216 LU
197 197 LU2601 20251015 ... 3161 3210 LU
198 198 LU2602 20251015 ... 3162 3205 LU
199 199 LU2603 20251015 ... 3160 3206 LU
200 200 LU2604 20251015 ... 3161 3192 LU
201 201 LU2605 20251015 ... 3163 3200 LU
202 202 LU2606 20251015 ... 3160 3177 LU
203 203 LU2607 20251015 ... 3175 3206 LU
204 204 LU2608 20251015 ... 3173 3205 LU
205 205 LU2609 20251015 ... 3159 3188 LU
206 206 LU2610 20251015 ... 3152 3187 LU
207 207 FU2511 20251015 ... 2725 2763 FU
208 208 FU2512 20251015 ... 2685 2733 FU
209 209 FU2601 20251015 ... 2669 2714 FU
210 210 FU2602 20251015 ... 2652 2697 FU
211 211 FU2603 20251015 ... 2649 2693 FU
212 212 FU2604 20251015 ... 2647 2690 FU
213 213 FU2605 20251015 ... 2641 2680 FU
214 214 FU2606 20251015 ... 2634 2670 FU
215 215 FU2607 20251015 ... 2626 2659 FU
216 216 FU2608 20251015 ... 2600 2634 FU
217 217 FU2609 20251015 ... 2594 2628 FU
218 218 FU2610 20251015 ... 2584 2615 FU
219 219 BU2510 20251015 ... 3470 3470 BU
220 220 BU2511 20251015 ... 3261 3286 BU
221 221 BU2512 20251015 ... 3185 3208 BU
222 222 BU2601 20251015 ... 3149 3166 BU
223 223 BU2602 20251015 ... 3157 3172 BU
224 224 BU2603 20251015 ... 3180 3193 BU
225 225 BU2604 20251015 ... 3188 3191 BU
226 226 BU2605 20251015 ... 3194 3206 BU
227 227 BU2606 20251015 ... 3199 3207 BU
228 228 BU2607 20251015 ... 3222 3222 BU
229 229 BU2608 20251015 ... 3202 3197 BU
230 230 BU2609 20251015 ... 3202 3207 BU
231 231 BU2612 20251015 ... 3148 3155 BU
232 232 BU2703 20251015 ... 3161 3172 BU
233 233 BU2706 20251015 ... 3168 3175 BU
234 234 BU2709 20251015 ... 3172 3198 BU
235 235 BR2510 20251015 ... 10670 10670 BR
236 236 BR2511 20251015 ... 10805 10825 BR
237 237 BR2512 20251015 ... 10745 10790 BR
238 238 BR2601 20251015 ... 10740 10790 BR
239 239 BR2602 20251015 ... 10755 10780 BR
240 240 BR2603 20251015 ... 10760 10770 BR
241 241 BR2604 20251015 ... 10795 10795 BR
242 242 BR2605 20251015 ... 10800 10805 BR
243 243 BR2606 20251015 ... 10865 10810 BR
244 244 BR2607 20251015 ... 11025 11035 BR
245 245 BR2608 20251015 ... 11040 11040 BR
246 246 BR2609 20251015 ... 11080 11080 BR
247 247 RU2510 20251015 ... 14030 14165 RU
248 248 RU2511 20251015 ... 14095 14060 RU
249 249 RU2601 20251015 ... 14850 14855 RU
250 250 RU2603 20251015 ... 14835 14815 RU
251 251 RU2604 20251015 ... 14860 14855 RU
252 252 RU2605 20251015 ... 14855 14845 RU
253 253 RU2606 20251015 ... 14865 14850 RU
254 254 RU2607 20251015 ... 14905 14900 RU
255 255 RU2608 20251015 ... 14915 14925 RU
256 256 RU2609 20251015 ... 14905 14880 RU
257 257 NR2510 20251015 ... 12105 11925 NR
258 258 NR2511 20251015 ... 12110 11990 NR
259 259 NR2512 20251015 ... 12085 11985 NR
260 260 NR2601 20251015 ... 12075 11995 NR
261 261 NR2602 20251015 ... 12055 11995 NR
262 262 NR2603 20251015 ... 12085 12020 NR
263 263 NR2604 20251015 ... 12050 12000 NR
264 264 NR2605 20251015 ... 12045 12020 NR
265 265 NR2606 20251015 ... 12110 12040 NR
266 266 NR2607 20251015 ... 12155 12115 NR
267 267 NR2608 20251015 ... 12090 12145 NR
268 268 NR2609 20251015 ... 12185 12250 NR
269 269 SP2510 20251015 ... 4812 4812 SP
270 270 SP2511 20251015 ... 4854 4840 SP
271 271 SP2512 20251015 ... 4878 4864 SP
272 272 SP2601 20251015 ... 5174 5160 SP
273 273 SP2602 20251015 ... 5188 5170 SP
274 274 SP2603 20251015 ... 5206 5194 SP
275 275 SP2604 20251015 ... 5226 5206 SP
276 276 SP2605 20251015 ... 5240 5226 SP
277 277 SP2606 20251015 ... 5252 5234 SP
278 278 SP2607 20251015 ... 5248 5234 SP
279 279 SP2608 20251015 ... 5248 5240 SP
280 280 SP2609 20251015 ... 5244 5238 SP
281 281 OP2601 20251015 ... 4214 4208 OP
282 282 OP2602 20251015 ... 4224 4224 OP
283 283 OP2603 20251015 ... 4216 4218 OP
284 284 OP2604 20251015 ... 4232 4240 OP
285 285 OP2605 20251015 ... 4236 4232 OP
286 286 OP2606 20251015 ... 4202 4202 OP
287 287 OP2607 20251015 ... 4242 4242 OP
288 288 OP2608 20251015 ... 4268 4274 OP
289 289 OP2609 20251015 ... 4220 4220 OP
290 290 EC2510 20251015 ... 1128.2 1134.4 EC
291 291 EC2512 20251015 ... 1713.4 1639 EC
292 292 EC2602 20251015 ... 1481.1 1416.6 EC
293 293 EC2604 20251015 ... 1148.9 1112.5 EC
294 294 EC2606 20251015 ... 1315.7 1286.2 EC
295 295 EC2608 20251015 ... 1458.2 1424.4 EC
296 296 SC_TAS2511 20251015 ... SC_TAS
297 297 SC_TAS2512 20251015 ... SC_TAS
298 298 SC_TAS2601 20251015 ... SC_TAS
299 299 SC_TAS2602 20251015 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 16:26:24,012 - future_1d - INFO - ak.get_shfe_daily('2025-10-15') done
2025-10-17 16:26:25,791 - future_1d - INFO - save future_daily 2025-10-15 completed
symbol date open ... settle pre_settle variety
0 a2511 20251016 3971.00 ... 4000.00 3969.00 A
1 a2601 20251016 4002.00 ... 4020.00 3988.00 A
2 a2603 20251016 4001.00 ... 4022.00 3992.00 A
3 a2605 20251016 4026.00 ... 4053.00 4026.00 A
4 a2607 20251016 4032.00 ... 4049.00 4025.00 A
5 a2609 20251016 4033.00 ... 4053.00 4026.00 A
6 b2510 20251016 0.00 ... 3600.00 3600.00 B
7 b2511 20251016 3609.00 ... 3604.00 3603.00 B
8 b2512 20251016 3623.00 ... 3619.00 3614.00 B
9 b2601 20251016 3631.00 ... 3631.00 3624.00 B
10 b2602 20251016 3634.00 ... 3641.00 3632.00 B
11 b2603 20251016 3600.00 ... 3603.00 3594.00 B
12 b2604 20251016 3509.00 ... 3509.00 3508.00 B
13 b2605 20251016 3447.00 ... 3447.00 3442.00 B
14 b2606 20251016 3413.00 ... 3418.00 3414.00 B
15 b2607 20251016 3425.00 ... 3424.00 3420.00 B
16 b2608 20251016 3521.00 ... 3520.00 3516.00 B
17 b2609 20251016 3546.00 ... 3544.00 3536.00 B
18 bb2511 20251016 0.00 ... 144.50 144.50 BB
19 bb2601 20251016 147.35 ... 147.35 146.95 BB
20 bb2603 20251016 146.80 ... 146.90 147.10 BB
21 bb2605 20251016 0.00 ... 147.70 147.70 BB
22 bb2607 20251016 0.00 ... 152.40 152.60 BB
23 bb2609 20251016 0.00 ... 152.40 152.60 BB
24 bz2603 20251016 5595.00 ... 5589.00 5585.00 BZ
25 bz2604 20251016 5586.00 ... 5593.00 5576.00 BZ
26 bz2605 20251016 5586.00 ... 5571.00 5588.00 BZ
27 bz2606 20251016 5517.00 ... 5597.00 5573.00 BZ
28 bz2607 20251016 5530.00 ... 5530.00 5660.00 BZ
29 bz2608 20251016 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251016 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251016 2107.00 ... 2106.00 2097.00 C
32 c2601 20251016 2124.00 ... 2131.00 2119.00 C
33 c2603 20251016 2157.00 ... 2161.00 2148.00 C
34 c2605 20251016 2218.00 ... 2227.00 2208.00 C
35 c2607 20251016 2232.00 ... 2240.00 2223.00 C
36 c2609 20251016 2247.00 ... 2255.00 2238.00 C
37 cs2511 20251016 2399.00 ... 2389.00 2390.00 CS
38 cs2601 20251016 2415.00 ... 2416.00 2407.00 CS
39 cs2603 20251016 2434.00 ... 2434.00 2427.00 CS
40 cs2605 20251016 2530.00 ... 2535.00 2521.00 CS
41 cs2607 20251016 2541.00 ... 2549.00 2532.00 CS
42 cs2609 20251016 2583.00 ... 2587.00 2570.00 CS
43 eb2510 20251016 0.00 ... 6442.00 6442.00 EB
44 eb2511 20251016 6550.00 ... 6524.00 6544.00 EB
45 eb2512 20251016 6611.00 ... 6552.00 6566.00 EB
46 eb2601 20251016 6622.00 ... 6597.00 6609.00 EB
47 eb2602 20251016 6686.00 ... 6648.00 6667.00 EB
48 eb2603 20251016 6737.00 ... 6711.00 6727.00 EB
49 eb2604 20251016 6764.00 ... 6741.00 6765.00 EB
50 eb2605 20251016 6804.00 ... 6714.00 6795.00 EB
51 eb2606 20251016 6837.00 ... 6809.00 6828.00 EB
52 eb2607 20251016 6881.00 ... 6836.00 6852.00 EB
53 eb2608 20251016 6815.00 ... 6840.00 6870.00 EB
54 eb2609 20251016 6851.00 ... 6896.00 6889.00 EB
55 eg2510 20251016 4086.00 ... 4092.00 4089.00 EG
56 eg2511 20251016 4094.00 ... 4071.00 4073.00 EG
57 eg2512 20251016 4059.00 ... 4053.00 4054.00 EG
58 eg2601 20251016 4057.00 ... 4056.00 4048.00 EG
59 eg2602 20251016 4060.00 ... 4082.00 4053.00 EG
60 eg2603 20251016 4071.00 ... 4073.00 4074.00 EG
61 eg2604 20251016 4124.00 ... 4150.00 4135.00 EG
62 eg2605 20251016 4138.00 ... 4144.00 4134.00 EG
63 eg2606 20251016 4123.00 ... 4159.00 4143.00 EG
64 eg2607 20251016 0.00 ... 4171.00 4171.00 EG
65 eg2608 20251016 4161.00 ... 4163.00 4170.00 EG
66 eg2609 20251016 4171.00 ... 4171.00 4202.00 EG
67 fb2510 20251016 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251016 1253.50 ... 1253.50 1256.00 FB
69 fb2512 20251016 1255.00 ... 1255.50 1256.00 FB
70 fb2601 20251016 1262.50 ... 1263.00 1264.50 FB
71 fb2602 20251016 1265.00 ... 1264.00 1270.50 FB
72 fb2603 20251016 1262.50 ... 1260.00 1264.50 FB
73 fb2604 20251016 1263.00 ... 1261.50 1264.50 FB
74 fb2605 20251016 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251016 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251016 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251016 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251016 0.00 ... 1296.00 1296.00 FB
79 i2510 20251016 0.00 ... 806.00 806.00 I
80 i2511 20251016 796.50 ... 790.50 798.00 I
81 i2512 20251016 790.50 ... 784.00 792.00 I
82 i2601 20251016 780.00 ... 772.50 780.50 I
83 i2602 20251016 775.50 ... 770.50 779.50 I
84 i2603 20251016 772.50 ... 765.50 773.50 I
85 i2604 20251016 767.00 ... 761.00 768.50 I
86 i2605 20251016 757.00 ... 750.50 759.00 I
87 i2606 20251016 751.50 ... 745.50 753.00 I
88 i2607 20251016 747.00 ... 741.00 748.50 I
89 i2608 20251016 742.50 ... 736.00 743.00 I
90 i2609 20251016 734.00 ... 729.50 736.50 I
91 j2510 20251016 0.00 ... 1600.00 1600.00 J
92 j2511 20251016 1581.50 ... 1588.00 1578.00 J
93 j2512 20251016 1611.50 ... 1611.00 1607.00 J
94 j2601 20251016 1642.00 ... 1649.00 1635.50 J
95 j2602 20251016 1670.50 ... 1674.50 1663.00 J
96 j2603 20251016 1690.50 ... 1714.50 1676.50 J
97 j2604 20251016 1774.50 ... 1765.50 1762.50 J
98 j2605 20251016 1800.00 ... 1797.00 1781.50 J
99 j2606 20251016 1805.00 ... 1820.50 1814.00 J
100 j2607 20251016 0.00 ... 1833.50 1833.50 J
101 j2608 20251016 0.00 ... 1865.00 1865.00 J
102 j2609 20251016 1870.50 ... 1876.00 1864.50 J
103 jd2510 20251016 2790.00 ... 2750.00 2708.00 JD
104 jd2511 20251016 2856.00 ... 2834.00 2848.00 JD
105 jd2512 20251016 3013.00 ... 2990.00 3021.00 JD
106 jd2601 20251016 3203.00 ... 3180.00 3209.00 JD
107 jd2602 20251016 3027.00 ... 3000.00 3026.00 JD
108 jd2603 20251016 3037.00 ... 3015.00 3037.00 JD
109 jd2604 20251016 3156.00 ... 3137.00 3157.00 JD
110 jd2605 20251016 3346.00 ... 3342.00 3343.00 JD
111 jd2606 20251016 3234.00 ... 3233.00 3233.00 JD
112 jd2607 20251016 3474.00 ... 3482.00 3471.00 JD
113 jd2608 20251016 3973.00 ... 3966.00 3966.00 JD
114 jd2609 20251016 3868.00 ... 3862.00 3867.00 JD
115 jm2510 20251016 0.00 ... 999.00 999.00 JM
116 jm2511 20251016 1034.00 ... 1057.00 1024.00 JM
117 jm2512 20251016 1088.00 ... 1098.50 1080.50 JM
118 jm2601 20251016 1155.00 ... 1162.00 1147.00 JM
119 jm2602 20251016 1181.00 ... 1188.00 1172.50 JM
120 jm2603 20251016 1198.00 ... 1208.50 1190.00 JM
121 jm2604 20251016 1214.00 ... 1227.00 1204.50 JM
122 jm2605 20251016 1236.50 ... 1244.00 1222.00 JM
123 jm2606 20251016 1241.50 ... 1267.00 1241.50 JM
124 jm2607 20251016 1274.50 ... 1282.00 1262.50 JM
125 jm2608 20251016 1282.50 ... 1303.00 1284.50 JM
126 jm2609 20251016 1315.00 ... 1327.50 1305.00 JM
127 l2510 20251016 0.00 ... 6856.00 6856.00 L
128 l2511 20251016 6898.00 ... 6889.00 6895.00 L
129 l2512 20251016 6912.00 ... 6899.00 6906.00 L
130 l2601 20251016 6912.00 ... 6907.00 6908.00 L
131 l2602 20251016 6923.00 ... 6911.00 6910.00 L
132 l2603 20251016 6945.00 ... 6926.00 6931.00 L
133 l2604 20251016 6943.00 ... 6961.00 6940.00 L
134 l2605 20251016 6957.00 ... 6947.00 6940.00 L
135 l2606 20251016 6961.00 ... 6960.00 6947.00 L
136 l2607 20251016 6954.00 ... 6977.00 6975.00 L
137 l2608 20251016 6958.00 ... 6991.00 6994.00 L
138 l2609 20251016 6978.00 ... 6983.00 6969.00 L
139 lg2511 20251016 798.00 ... 796.00 792.50 LG
140 lg2601 20251016 820.00 ... 823.50 821.00 LG
141 lg2603 20251016 829.50 ... 829.50 828.00 LG
142 lg2605 20251016 827.50 ... 830.00 829.50 LG
143 lg2607 20251016 828.00 ... 829.50 830.00 LG
144 lg2609 20251016 0.00 ... 831.50 830.00 LG
145 lh2511 20251016 11430.00 ... 11300.00 11485.00 LH
146 lh2601 20251016 12175.00 ... 11975.00 12300.00 LH
147 lh2603 20251016 11665.00 ... 11565.00 11735.00 LH
148 lh2605 20251016 12300.00 ... 12185.00 12335.00 LH
149 lh2607 20251016 13180.00 ... 12990.00 13170.00 LH
150 lh2609 20251016 13900.00 ... 13805.00 13925.00 LH
151 m2511 20251016 2885.00 ... 2893.00 2894.00 M
152 m2512 20251016 2932.00 ... 2931.00 2930.00 M
153 m2601 20251016 2913.00 ... 2915.00 2914.00 M
154 m2603 20251016 2897.00 ... 2896.00 2893.00 M
155 m2605 20251016 2738.00 ... 2741.00 2737.00 M
156 m2607 20251016 2723.00 ... 2725.00 2721.00 M
157 m2608 20251016 2848.00 ... 2848.00 2845.00 M
158 m2609 20251016 2859.00 ... 2854.00 2850.00 M
159 p2510 20251016 0.00 ... 9120.00 9120.00 P
160 p2511 20251016 9242.00 ... 9236.00 9210.00 P
161 p2512 20251016 9280.00 ... 9278.00 9262.00 P
162 p2601 20251016 9330.00 ... 9326.00 9316.00 P
163 p2602 20251016 9326.00 ... 9328.00 9330.00 P
164 p2603 20251016 9342.00 ... 9336.00 9322.00 P
165 p2604 20251016 9306.00 ... 9322.00 9290.00 P
166 p2605 20251016 9246.00 ... 9256.00 9228.00 P
167 p2606 20251016 9158.00 ... 9168.00 9142.00 P
168 p2607 20251016 9064.00 ... 9078.00 9056.00 P
169 p2608 20251016 9000.00 ... 9000.00 8976.00 P
170 p2609 20251016 8930.00 ... 8952.00 8896.00 P
171 pg2510 20251016 4350.00 ... 4340.00 4248.00 PG
172 pg2511 20251016 4165.00 ... 4199.00 4141.00 PG
173 pg2512 20251016 4030.00 ... 4079.00 3993.00 PG
174 pg2601 20251016 3947.00 ... 3987.00 3908.00 PG
175 pg2602 20251016 3868.00 ... 3897.00 3836.00 PG
176 pg2603 20251016 3783.00 ... 3818.00 3757.00 PG
177 pg2604 20251016 4164.00 ... 4193.00 4152.00 PG
178 pg2605 20251016 4086.00 ... 4113.00 4067.00 PG
179 pg2606 20251016 4020.00 ... 4053.00 4006.00 PG
180 pg2607 20251016 3958.00 ... 3980.00 3950.00 PG
181 pg2608 20251016 3938.00 ... 3944.00 3905.00 PG
182 pg2609 20251016 3879.00 ... 3869.00 3848.00 PG
183 pp2510 20251016 6482.00 ... 6482.00 6482.00 PP
184 pp2511 20251016 6539.00 ... 6524.00 6519.00 PP
185 pp2512 20251016 6572.00 ... 6571.00 6562.00 PP
186 pp2601 20251016 6597.00 ... 6598.00 6590.00 PP
187 pp2602 20251016 6584.00 ... 6594.00 6585.00 PP
188 pp2603 20251016 6594.00 ... 6587.00 6593.00 PP
189 pp2604 20251016 6630.00 ... 6641.00 6611.00 PP
190 pp2605 20251016 6653.00 ... 6643.00 6642.00 PP
191 pp2606 20251016 6622.00 ... 6609.00 6612.00 PP
192 pp2607 20251016 6608.00 ... 6591.00 6603.00 PP
193 pp2608 20251016 6621.00 ... 6639.00 6628.00 PP
194 pp2609 20251016 6680.00 ... 6666.00 6673.00 PP
195 rr2510 20251016 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251016 3624.00 ... 3615.00 3614.00 RR
197 rr2512 20251016 3607.00 ... 3606.00 3608.00 RR
198 rr2601 20251016 3627.00 ... 3626.00 3626.00 RR
199 rr2602 20251016 3617.00 ... 3614.00 3612.00 RR
200 rr2603 20251016 3613.00 ... 3612.00 3613.00 RR
201 rr2604 20251016 3615.00 ... 3615.00 3613.00 RR
202 rr2605 20251016 3609.00 ... 3609.00 3609.00 RR
203 rr2606 20251016 3610.00 ... 3606.00 3603.00 RR
204 rr2607 20251016 3617.00 ... 3611.00 3624.00 RR
205 rr2608 20251016 3601.00 ... 3601.00 3605.00 RR
206 rr2609 20251016 3608.00 ... 3608.00 3616.00 RR
207 v2510 20251016 4545.00 ... 4543.00 4561.00 V
208 v2511 20251016 4593.00 ... 4581.00 4593.00 V
209 v2512 20251016 4646.00 ... 4625.00 4635.00 V
210 v2601 20251016 4673.00 ... 4667.00 4680.00 V
211 v2602 20251016 4725.00 ... 4709.00 4727.00 V
212 v2603 20251016 4752.00 ... 4742.00 4758.00 V
213 v2604 20251016 4953.00 ... 4932.00 4953.00 V
214 v2605 20251016 4996.00 ... 4981.00 4993.00 V
215 v2606 20251016 5007.00 ... 5007.00 5028.00 V
216 v2607 20251016 5039.00 ... 5042.00 5067.00 V
217 v2608 20251016 5087.00 ... 5087.00 5102.00 V
218 v2609 20251016 5130.00 ... 5124.00 5129.00 V
219 y2511 20251016 8254.00 ... 8248.00 8246.00 Y
220 y2512 20251016 8290.00 ... 8294.00 8280.00 Y
221 y2601 20251016 8250.00 ... 8252.00 8244.00 Y
222 y2603 20251016 8196.00 ... 8214.00 8198.00 Y
223 y2605 20251016 8050.00 ... 8054.00 8040.00 Y
224 y2607 20251016 8006.00 ... 8004.00 7982.00 Y
225 y2608 20251016 8014.00 ... 8010.00 7968.00 Y
226 y2609 20251016 7966.00 ... 7966.00 7946.00 Y
[227 rows x 12 columns]
2025-10-17 16:26:34,458 - future_1d - INFO - ak.get_dce_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 IC2510 20251016 7242.200 ... 7212.600 7272.000 IC
1 IC2511 20251016 7183.200 ... 7111.800 7190.400 IC
2 IC2512 20251016 7123.000 ... 7046.600 7134.400 IC
3 IC2603 20251016 6957.800 ... 6881.600 6972.000 IC
4 IF2510 20251016 4596.400 ... 4611.200 4596.400 IF
5 IF2511 20251016 4573.000 ... 4596.800 4583.800 IF
6 IF2512 20251016 4561.000 ... 4585.800 4572.600 IF
7 IF2603 20251016 4546.400 ... 4564.200 4551.200 IF
8 IH2510 20251016 2994.600 ... 3018.000 2996.800 IH
9 IH2511 20251016 2994.200 ... 3017.200 2994.000 IH
10 IH2512 20251016 2991.000 ... 3017.400 2995.000 IH
11 IH2603 20251016 2989.600 ... 3016.800 2996.000 IH
12 IM2510 20251016 7440.400 ... 7394.000 7451.600 IM
13 IM2511 20251016 7334.000 ... 7276.800 7357.600 IM
14 IM2512 20251016 7255.000 ... 7190.600 7273.800 IM
15 IM2603 20251016 7040.000 ... 6971.400 7054.200 IM
16 T2512 20251016 108.115 ... 108.160 108.100 T
17 T2603 20251016 107.800 ... 107.865 107.780 T
18 T2606 20251016 107.720 ... 107.775 107.705 T
19 TF2512 20251016 105.710 ... 105.705 105.715 TF
20 TF2603 20251016 105.640 ... 105.610 105.610 TF
21 TF2606 20251016 105.610 ... 105.630 105.615 TF
22 TL2512 20251016 114.660 ... 115.020 114.480 TL
23 TL2603 20251016 114.450 ... 114.720 114.160 TL
24 TL2606 20251016 114.280 ... 114.590 114.100 TL
25 TS2512 20251016 102.382 ... 102.368 102.372 TS
26 TS2603 20251016 102.276 ... 102.280 102.274 TS
27 TS2606 20251016 102.316 ... 102.316 102.316 TS
[28 rows x 12 columns]
2025-10-17 16:26:34,766 - future_1d - INFO - ak.get_cffex_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 SC2511 20251016 446.7 ... 443.2 443.2 SC
1 SC2512 20251016 449.6 ... 445.6 444.9 SC
2 SC2601 20251016 450 ... 446 445.5 SC
3 SC2602 20251016 448 ... 446.7 445.9 SC
4 SC2603 20251016 449.5 ... 447.3 447.3 SC
5 SC2604 20251016 452.9 ... 448.3 448.5 SC
6 SC2605 20251016 451.2 ... 449.4 448.9 SC
7 SC2606 20251016 451.9 ... 449.9 450.1 SC
8 SC2607 20251016 453.3 ... 451.9 450 SC
9 SC2608 20251016 448 ... 452.2 450.6 SC
10 SC2609 20251016 453.2 ... 451.7 450.6 SC
11 SC2610 20251016 ... 449.7 449.7 SC
12 SC2612 20251016 451.8 ... 451.8 451.5 SC
13 SC2703 20251016 ... 450.7 448.6 SC
14 SC2706 20251016 ... 453.6 453.6 SC
15 SC2709 20251016 ... 450.2 449.9 SC
16 SC2712 20251016 450.6 ... 450.6 455 SC
17 SC2803 20251016 ... 449.9 449 SC
18 SC2806 20251016 456.9 ... 453.5 448 SC
19 SC2809 20251016 450 ... 451.8 448.9 SC
21 LU2511 20251016 3164 ... 3147 3141 LU
22 LU2512 20251016 3175 ... 3163 3158 LU
23 LU2601 20251016 3179 ... 3163 3161 LU
24 LU2602 20251016 3182 ... 3166 3162 LU
25 LU2603 20251016 3197 ... 3165 3160 LU
26 LU2604 20251016 3191 ... 3176 3161 LU
27 LU2605 20251016 3190 ... 3184 3163 LU
28 LU2606 20251016 3190 ... 3192 3160 LU
29 LU2607 20251016 3191 ... 3191 3175 LU
30 LU2608 20251016 3197 ... 3192 3173 LU
31 LU2609 20251016 3197 ... 3192 3159 LU
32 LU2610 20251016 3182 ... 3185 3152 LU
34 NR2511 20251016 12240 ... 12295 12110 NR
35 NR2512 20251016 12205 ... 12245 12085 NR
36 NR2601 20251016 12215 ... 12215 12075 NR
37 NR2602 20251016 12120 ... 12195 12055 NR
38 NR2603 20251016 12105 ... 12185 12085 NR
39 NR2604 20251016 12110 ... 12145 12050 NR
40 NR2605 20251016 12065 ... 12165 12045 NR
41 NR2606 20251016 ... 12140 12110 NR
42 NR2607 20251016 12100 ... 12100 12155 NR
43 NR2608 20251016 ... 12090 12090 NR
44 NR2609 20251016 12180 ... 12180 12185 NR
45 NR2610 20251016 ... 12185 12185 NR
47 BC2511 20251016 75750 ... 75500 75490 BC
48 BC2512 20251016 75850 ... 75590 75350 BC
49 BC2601 20251016 ... 76570 76860 BC
50 BC2602 20251016 ... 75800 75800 BC
51 BC2603 20251016 ... 75870 75870 BC
52 BC2604 20251016 ... 76520 76520 BC
53 BC2605 20251016 ... 75900 75900 BC
54 BC2606 20251016 ... 75880 75880 BC
55 BC2607 20251016 ... 76570 76570 BC
56 BC2608 20251016 ... 75800 75800 BC
57 BC2609 20251016 ... 76130 76130 BC
58 BC2610 20251016 ... 76130 76130 BC
60 EC2510 20251016 1120 ... 1112 1128.2 EC
61 EC2512 20251016 1690.1 ... 1663 1713.4 EC
62 EC2602 20251016 1452.5 ... 1427.9 1481.1 EC
63 EC2604 20251016 1133 ... 1114.5 1148.9 EC
64 EC2606 20251016 1306.6 ... 1283.7 1315.7 EC
65 EC2608 20251016 1440.4 ... 1418.2 1458.2 EC
68 SC_TAS2511 20251016 ... SC_TAS
69 SC_TAS2512 20251016 ... SC_TAS
70 SC_TAS2601 20251016 ... SC_TAS
71 SC_TAS2602 20251016 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 16:26:34,844 - future_1d - INFO - ak.get_ine_daily('2025-10-16') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251016 9185.0 9185.0 ... 266.28 9182.0 9160.0 AP
1 AP511 20251016 8694.0 8734.0 ... 4660.57 8631.0 8695.0 AP
2 AP512 20251016 8661.0 8661.0 ... 3014.99 8565.0 8660.0 AP
3 AP601 20251016 8677.0 8691.0 ... 1123836.67 8565.0 8668.0 AP
4 AP603 20251016 8594.0 8594.0 ... 1225.84 8454.0 8572.0 AP
5 AP604 20251016 8618.0 8622.0 ... 603.96 8506.0 8607.0 AP
6 AP605 20251016 8678.0 8705.0 ... 81915.60 8553.0 8678.0 AP
7 CF511 20251016 13285.0 13395.0 ... 52906.93 13355.0 13275.0 CF
8 CF601 20251016 13260.0 13335.0 ... 1114456.10 13290.0 13255.0 CF
9 CF603 20251016 13290.0 13355.0 ... 120126.53 13310.0 13285.0 CF
10 CF605 20251016 13325.0 13390.0 ... 209550.20 13345.0 13315.0 CF
11 CF607 20251016 13335.0 13400.0 ... 1103.38 13375.0 13345.0 CF
12 CF609 20251016 13495.0 13545.0 ... 2839.98 13525.0 13495.0 CF
13 CJ512 20251016 10945.0 11220.0 ... 5706.67 11115.0 10975.0 CJ
14 CJ601 20251016 11100.0 11375.0 ... 1285269.52 11240.0 11105.0 CJ
15 CJ603 20251016 11060.0 11310.0 ... 13742.26 11200.0 11055.0 CJ
16 CJ605 20251016 11185.0 11420.0 ... 201495.93 11310.0 11185.0 CJ
17 CJ607 20251016 11290.0 11500.0 ... 3395.35 11415.0 11270.0 CJ
18 CJ609 20251016 11400.0 11625.0 ... 2964.85 11535.0 11405.0 CJ
19 CY510 20251016 0.0 0.0 ... 0.00 19475.0 19395.0 CY
20 CY511 20251016 19675.0 19770.0 ... 2464.93 19720.0 19675.0 CY
21 CY512 20251016 0.0 0.0 ... 0.00 19150.0 19100.0 CY
22 CY601 20251016 19310.0 19415.0 ... 94728.78 19375.0 19295.0 CY
23 CY602 20251016 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251016 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251016 0.0 0.0 ... 0.00 19570.0 19555.0 CY
27 CY606 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251016 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251016 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251016 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251016 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251016 1024.0 1042.0 ... 24408.65 1031.0 1031.0 FG
33 FG512 20251016 1139.0 1151.0 ... 92643.61 1138.0 1137.0 FG
34 FG601 20251016 1137.0 1148.0 ... 3410490.29 1137.0 1134.0 FG
35 FG602 20251016 1206.0 1217.0 ... 36946.81 1204.0 1203.0 FG
36 FG603 20251016 1211.0 1219.0 ... 110594.34 1206.0 1206.0 FG
37 FG604 20251016 1279.0 1285.0 ... 589.81 1271.0 1273.0 FG
38 FG605 20251016 1274.0 1285.0 ... 132654.29 1271.0 1273.0 FG
39 FG606 20251016 1316.0 1325.0 ... 835.95 1310.0 1312.0 FG
40 FG607 20251016 1318.0 1318.0 ... 879.77 1301.0 1304.0 FG
41 FG608 20251016 1355.0 1360.0 ... 1119.94 1353.0 1356.0 FG
42 FG609 20251016 1357.0 1360.0 ... 5266.15 1353.0 1356.0 FG
43 JR511 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251016 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251016 2280.0 2302.0 ... 11338.26 2282.0 2277.0 MA
53 MA512 20251016 2301.0 2312.0 ... 88851.39 2293.0 2287.0 MA
54 MA601 20251016 2299.0 2320.0 ... 1764885.50 2296.0 2292.0 MA
55 MA602 20251016 2321.0 2342.0 ... 55981.34 2316.0 2308.0 MA
56 MA603 20251016 2329.0 2351.0 ... 101811.39 2328.0 2322.0 MA
57 MA604 20251016 2318.0 2344.0 ... 60.69 2334.0 2319.0 MA
58 MA605 20251016 2320.0 2327.0 ... 224906.55 2314.0 2308.0 MA
59 MA606 20251016 2321.0 2322.0 ... 53.18 2312.0 2312.0 MA
60 MA607 20251016 2300.0 2303.0 ... 41.30 2295.0 2292.0 MA
61 MA608 20251016 2283.0 2297.0 ... 16.04 2291.0 2281.0 MA
62 MA609 20251016 2272.0 2283.0 ... 2879.63 2266.0 2266.0 MA
63 OI511 20251016 10093.0 10132.0 ... 27428.07 10099.0 10099.0 OI
64 OI601 20251016 9935.0 9972.0 ... 1585087.06 9937.0 9939.0 OI
65 OI603 20251016 9737.0 9759.0 ... 185129.21 9735.0 9706.0 OI
66 OI605 20251016 9506.0 9517.0 ... 64679.88 9494.0 9485.0 OI
67 OI607 20251016 9456.0 9466.0 ... 982.26 9445.0 9420.0 OI
68 OI609 20251016 9404.0 9427.0 ... 960.26 9414.0 9401.0 OI
69 PF510 20251016 6080.0 6120.0 ... 48.72 6090.0 6088.0 PF
70 PF511 20251016 6084.0 6122.0 ... 48420.17 6098.0 6072.0 PF
71 PF512 20251016 6062.0 6098.0 ... 478410.44 6072.0 6040.0 PF
72 PF601 20251016 6090.0 6114.0 ... 94846.20 6088.0 6054.0 PF
73 PF602 20251016 6040.0 6100.0 ... 206910.32 6066.0 6024.0 PF
74 PF603 20251016 6026.0 6090.0 ... 62719.05 6052.0 6016.0 PF
75 PF604 20251016 6102.0 6140.0 ... 115.97 6104.0 6088.0 PF
76 PF605 20251016 6118.0 6138.0 ... 262.80 6112.0 6096.0 PF
77 PF606 20251016 6098.0 6102.0 ... 6.10 6100.0 6100.0 PF
78 PF607 20251016 6116.0 6154.0 ... 6.14 6136.0 6124.0 PF
79 PF608 20251016 6182.0 6182.0 ... 3.09 6182.0 6140.0 PF
80 PF609 20251016 6150.0 6198.0 ... 12.35 6174.0 6154.0 PF
81 PK510 20251016 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251016 7900.0 7900.0 ... 67678.11 7806.0 7884.0 PK
83 PK512 20251016 7930.0 7944.0 ... 157584.11 7890.0 7958.0 PK
84 PK601 20251016 8060.0 8060.0 ... 518144.61 7998.0 8058.0 PK
85 PK603 20251016 8110.0 8110.0 ... 159904.99 8058.0 8084.0 PK
86 PK604 20251016 8092.0 8094.0 ... 1344.17 8050.0 8086.0 PK
87 PK605 20251016 8126.0 8126.0 ... 22406.29 8074.0 8110.0 PK
88 PL601 20251016 6093.0 6124.0 ... 104191.85 6087.0 6085.0 PL
89 PL602 20251016 6116.0 6158.0 ... 32973.02 6124.0 6124.0 PL
90 PL603 20251016 6130.0 6159.0 ... 21462.11 6129.0 6124.0 PL
91 PL604 20251016 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251016 6097.0 6114.0 ... 36.63 6106.0 6080.0 PL
93 PL606 20251016 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251016 6103.0 6138.0 ... 73.43 6120.0 6211.0 PL
95 PL608 20251016 6106.0 6106.0 ... 12.21 6106.0 6277.0 PL
96 PL609 20251016 0.0 0.0 ... 0.00 6232.0 6232.0 PL
97 PM511 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251016 5586.0 5586.0 ... 16.76 5586.0 5638.0 PR
104 PR511 20251016 5582.0 5618.0 ... 20178.12 5596.0 5568.0 PR
105 PR512 20251016 5596.0 5622.0 ... 346068.28 5592.0 5560.0 PR
106 PR601 20251016 5562.0 5590.0 ... 356592.49 5560.0 5532.0 PR
107 PR602 20251016 5610.0 5632.0 ... 109032.49 5612.0 5576.0 PR
108 PR603 20251016 5590.0 5622.0 ... 117.65 5602.0 5574.0 PR
109 PR604 20251016 5600.0 5622.0 ... 50.45 5606.0 5594.0 PR
110 PR605 20251016 5620.0 5650.0 ... 118.09 5624.0 5612.0 PR
111 PR606 20251016 5656.0 5656.0 ... 8.48 5656.0 5652.0 PR
112 PR607 20251016 5660.0 5660.0 ... 25.45 5656.0 5670.0 PR
113 PR608 20251016 0.0 0.0 ... 0.00 5702.0 5688.0 PR
114 PR609 20251016 5678.0 5678.0 ... 8.52 5678.0 5692.0 PR
115 PX510 20251016 0.0 0.0 ... 3156.00 6326.0 6326.0 PX
116 PX511 20251016 6370.0 6392.0 ... 51062.42 6356.0 6316.0 PX
117 PX512 20251016 6358.0 6390.0 ... 116295.88 6354.0 6304.0 PX
118 PX601 20251016 6342.0 6386.0 ... 553914.28 6346.0 6296.0 PX
119 PX602 20251016 6354.0 6398.0 ... 202869.55 6356.0 6314.0 PX
120 PX603 20251016 6356.0 6400.0 ... 146825.16 6358.0 6320.0 PX
121 PX604 20251016 6358.0 6358.0 ... 3.18 6358.0 6344.0 PX
122 PX605 20251016 6398.0 6422.0 ... 3027.79 6394.0 6342.0 PX
123 PX606 20251016 6418.0 6426.0 ... 12.85 6424.0 6352.0 PX
124 PX607 20251016 0.0 0.0 ... 0.00 6418.0 6374.0 PX
125 PX608 20251016 0.0 0.0 ... 0.00 6434.0 6386.0 PX
126 PX609 20251016 6450.0 6454.0 ... 9.68 6452.0 6394.0 PX
127 RI511 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251016 2385.0 2409.0 ... 2813.23 2398.0 2387.0 RM
134 RM601 20251016 2361.0 2377.0 ... 328359.72 2365.0 2359.0 RM
135 RM603 20251016 2301.0 2313.0 ... 2947.40 2304.0 2297.0 RM
136 RM605 20251016 2300.0 2310.0 ... 68500.38 2302.0 2295.0 RM
137 RM607 20251016 2288.0 2299.0 ... 8377.28 2294.0 2286.0 RM
138 RM608 20251016 2396.0 2405.0 ... 309.84 2402.0 2393.0 RM
139 RM609 20251016 2389.0 2399.0 ... 2420.57 2394.0 2388.0 RM
140 RS511 20251016 5270.0 5275.0 ... 31.53 5256.0 5236.0 RS
141 RS607 20251016 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251016 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251016 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251016 1140.0 1148.0 ... 618.84 1138.0 1151.0 SA
145 SA511 20251016 1160.0 1166.0 ... 24200.26 1155.0 1162.0 SA
146 SA512 20251016 1225.0 1228.0 ... 161424.89 1217.0 1220.0 SA
147 SA601 20251016 1235.0 1240.0 ... 2821122.25 1227.0 1231.0 SA
148 SA602 20251016 1271.0 1277.0 ... 100529.67 1262.0 1267.0 SA
149 SA603 20251016 1286.0 1286.0 ... 189753.42 1269.0 1273.0 SA
150 SA604 20251016 1318.0 1322.0 ... 839.13 1311.0 1314.0 SA
151 SA605 20251016 1312.0 1327.0 ... 126298.26 1317.0 1319.0 SA
152 SA606 20251016 1335.0 1344.0 ... 777.83 1336.0 1339.0 SA
153 SA607 20251016 1337.0 1348.0 ... 1115.16 1340.0 1343.0 SA
154 SA608 20251016 1376.0 1383.0 ... 395.93 1375.0 1380.0 SA
155 SA609 20251016 1385.0 1389.0 ... 4943.81 1382.0 1385.0 SA
156 SF510 20251016 5250.0 5300.0 ... 147.45 5266.0 5226.0 SF
157 SF511 20251016 5374.0 5482.0 ... 153306.18 5430.0 5410.0 SF
158 SF512 20251016 5342.0 5470.0 ... 66454.87 5434.0 5388.0 SF
159 SF601 20251016 5332.0 5456.0 ... 423091.83 5410.0 5370.0 SF
160 SF602 20251016 5286.0 5414.0 ... 68186.85 5362.0 5314.0 SF
161 SF603 20251016 5464.0 5586.0 ... 108780.59 5532.0 5490.0 SF
162 SF604 20251016 5468.0 5538.0 ... 5.50 5504.0 5438.0 SF
163 SF605 20251016 5420.0 5556.0 ... 4437.25 5498.0 5464.0 SF
164 SF606 20251016 5410.0 5508.0 ... 51.68 5440.0 5436.0 SF
165 SF607 20251016 5580.0 5674.0 ... 47.85 5630.0 5602.0 SF
166 SF608 20251016 5632.0 5632.0 ... 2.82 5632.0 5598.0 SF
167 SF609 20251016 5554.0 5660.0 ... 106.79 5620.0 5582.0 SF
168 SH510 20251016 0.0 0.0 ... 0.00 2417.0 2400.0 SH
169 SH511 20251016 2418.0 2433.0 ... 35385.91 2424.0 2407.0 SH
170 SH512 20251016 2468.0 2487.0 ... 112669.73 2475.0 2458.0 SH
171 SH601 20251016 2446.0 2465.0 ... 1942132.93 2451.0 2434.0 SH
172 SH602 20251016 2475.0 2495.0 ... 297506.00 2477.0 2466.0 SH
173 SH603 20251016 2492.0 2501.0 ... 247580.43 2483.0 2475.0 SH
174 SH604 20251016 2537.0 2545.0 ... 144.76 2540.0 2526.0 SH
175 SH605 20251016 2541.0 2557.0 ... 12971.32 2546.0 2535.0 SH
176 SH606 20251016 2581.0 2585.0 ... 46.51 2584.0 2564.0 SH
177 SH607 20251016 2585.0 2588.0 ... 85.28 2584.0 2568.0 SH
178 SH608 20251016 2598.0 2612.0 ... 23.46 2607.0 2592.0 SH
179 SH609 20251016 2597.0 2610.0 ... 148.52 2606.0 2596.0 SH
180 SM510 20251016 5610.0 5642.0 ... 1174.49 5634.0 5660.0 SM
181 SM511 20251016 5690.0 5772.0 ... 16696.96 5744.0 5754.0 SM
182 SM512 20251016 5726.0 5780.0 ... 286597.53 5760.0 5762.0 SM
183 SM601 20251016 5734.0 5786.0 ... 371676.15 5758.0 5766.0 SM
184 SM602 20251016 5738.0 5788.0 ... 85538.56 5766.0 5770.0 SM
185 SM603 20251016 5736.0 5798.0 ... 312946.90 5778.0 5782.0 SM
186 SM604 20251016 0.0 0.0 ... 0.00 5788.0 5802.0 SM
187 SM605 20251016 5766.0 5816.0 ... 13157.59 5796.0 5794.0 SM
188 SM606 20251016 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251016 0.0 0.0 ... 0.00 5800.0 5790.0 SM
190 SM608 20251016 0.0 0.0 ... 0.00 5808.0 5794.0 SM
191 SM609 20251016 5800.0 5846.0 ... 705.19 5828.0 5826.0 SM
192 SR511 20251016 5414.0 5414.0 ... 16599.07 5395.0 5427.0 SR
193 SR601 20251016 5394.0 5412.0 ... 780361.11 5403.0 5402.0 SR
194 SR603 20251016 5381.0 5395.0 ... 165285.78 5387.0 5388.0 SR
195 SR605 20251016 5365.0 5377.0 ... 64185.43 5368.0 5373.0 SR
196 SR607 20251016 5370.0 5384.0 ... 1591.05 5375.0 5384.0 SR
197 SR609 20251016 5382.0 5393.0 ... 3960.57 5381.0 5394.0 SR
198 TA510 20251016 4382.0 4410.0 ... 2056.70 4400.0 4370.0 TA
199 TA511 20251016 4400.0 4430.0 ... 44114.52 4410.0 4378.0 TA
200 TA512 20251016 4410.0 4446.0 ... 151516.62 4420.0 4394.0 TA
201 TA601 20251016 4442.0 4466.0 ... 1398005.58 4442.0 4412.0 TA
202 TA602 20251016 4460.0 4480.0 ... 153250.12 4452.0 4424.0 TA
203 TA603 20251016 4480.0 4496.0 ... 79583.40 4470.0 4438.0 TA
204 TA604 20251016 4488.0 4504.0 ... 38.07 4480.0 4456.0 TA
205 TA605 20251016 4490.0 4524.0 ... 91544.22 4504.0 4474.0 TA
206 TA606 20251016 4520.0 4526.0 ... 15.84 4524.0 4476.0 TA
207 TA607 20251016 0.0 0.0 ... 0.00 4526.0 4492.0 TA
208 TA608 20251016 0.0 0.0 ... 0.00 4538.0 4526.0 TA
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212 UR512 20251016 1585.0 1597.0 ... 31846.83 1587.0 1590.0 UR
213 UR601 20251016 1599.0 1610.0 ... 495547.68 1597.0 1604.0 UR
214 UR602 20251016 1606.0 1617.0 ... 18143.87 1608.0 1612.0 UR
215 UR603 20251016 1665.0 1668.0 ... 238.29 1655.0 1666.0 UR
216 UR604 20251016 1667.0 1673.0 ... 36.71 1669.0 1669.0 UR
217 UR605 20251016 1669.0 1680.0 ... 46618.44 1670.0 1674.0 UR
218 UR606 20251016 1670.0 1686.0 ... 338.12 1674.0 1680.0 UR
219 UR607 20251016 1703.0 1719.0 ... 81.94 1707.0 1708.0 UR
220 UR608 20251016 1700.0 1715.0 ... 102.37 1706.0 1707.0 UR
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222 WH511 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
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224 WH603 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 16:26:35,196 - future_1d - INFO - ak.get_czce_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 PS2510 20251016 0.0 ... 52555.0 50755.0 PS
1 PS2511 20251016 50690.0 ... 51755.0 50805.0 PS
2 PS2512 20251016 53160.0 ... 54225.0 53270.0 PS
3 PS2601 20251016 53280.0 ... 54180.0 53165.0 PS
4 PS2602 20251016 52830.0 ... 53995.0 52840.0 PS
5 PS2603 20251016 52705.0 ... 53925.0 52690.0 PS
6 PS2604 20251016 52790.0 ... 53825.0 52600.0 PS
7 PS2605 20251016 52985.0 ... 53700.0 52730.0 PS
8 PS2606 20251016 54475.0 ... 55560.0 54525.0 PS
9 PS2607 20251016 54050.0 ... 55495.0 54410.0 PS
10 PS2608 20251016 53775.0 ... 55065.0 54125.0 PS
11 PS2609 20251016 53780.0 ... 54750.0 53855.0 PS
13 SI2510 20251016 8620.0 ... 8615.0 8620.0 SI
14 SI2511 20251016 8555.0 ... 8575.0 8595.0 SI
15 SI2512 20251016 8955.0 ... 8955.0 8965.0 SI
16 SI2601 20251016 8885.0 ... 8895.0 8905.0 SI
17 SI2602 20251016 8915.0 ... 8890.0 8885.0 SI
18 SI2603 20251016 8890.0 ... 8895.0 8910.0 SI
19 SI2604 20251016 8880.0 ... 8920.0 8940.0 SI
20 SI2605 20251016 8880.0 ... 8925.0 8935.0 SI
21 SI2606 20251016 8940.0 ... 8930.0 8960.0 SI
22 SI2607 20251016 8950.0 ... 8950.0 8935.0 SI
23 SI2608 20251016 8895.0 ... 8965.0 8960.0 SI
24 SI2609 20251016 8950.0 ... 8965.0 8975.0 SI
27 LC2510 20251016 73600.0 ... 73660.0 73220.0 LC
28 LC2511 20251016 72820.0 ... 73820.0 73100.0 LC
29 LC2512 20251016 73000.0 ... 74080.0 73200.0 LC
30 LC2601 20251016 73200.0 ... 74060.0 73200.0 LC
31 LC2602 20251016 72720.0 ... 73780.0 73100.0 LC
32 LC2603 20251016 72800.0 ... 73820.0 72980.0 LC
33 LC2604 20251016 73540.0 ... 74340.0 73640.0 LC
34 LC2605 20251016 73500.0 ... 74320.0 73680.0 LC
35 LC2606 20251016 73580.0 ... 74200.0 73620.0 LC
36 LC2607 20251016 73320.0 ... 74220.0 73560.0 LC
37 LC2608 20251016 73980.0 ... 74460.0 73840.0 LC
38 LC2609 20251016 73820.0 ... 74460.0 73940.0 LC
[36 rows x 12 columns]
2025-10-17 16:26:35,403 - future_1d - INFO - ak.get_gfex_daily('2025-10-16') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251016 ... 85040 84960 CU
1 1 CU2512 20251016 ... 85060 85000 CU
2 2 CU2601 20251016 ... 85010 84840 CU
3 3 CU2602 20251016 ... 84870 84750 CU
4 4 CU2603 20251016 ... 84830 84570 CU
5 5 CU2604 20251016 ... 84800 84860 CU
6 6 CU2605 20251016 ... 84710 84510 CU
7 7 CU2606 20251016 ... 84690 84560 CU
8 8 CU2607 20251016 ... 84460 84370 CU
9 9 CU2608 20251016 ... 84470 84550 CU
10 10 CU2609 20251016 ... 84310 84340 CU
11 11 CU2610 20251016 ... 84110 84340 CU
12 12 BC2511 20251016 ... 75500 75490 BC
13 13 BC2512 20251016 ... 75590 75350 BC
14 14 BC2601 20251016 ... 76570 76860 BC
15 15 BC2602 20251016 ... 75800 75800 BC
16 16 BC2603 20251016 ... 75870 75870 BC
17 17 BC2604 20251016 ... 76520 76520 BC
18 18 BC2605 20251016 ... 75900 75900 BC
19 19 BC2606 20251016 ... 75880 75880 BC
20 20 BC2607 20251016 ... 76570 76570 BC
21 21 BC2608 20251016 ... 75800 75800 BC
22 22 BC2609 20251016 ... 76130 76130 BC
23 23 BC2610 20251016 ... 76130 76130 BC
24 24 AL2511 20251016 ... 20910 20875 AL
25 25 AL2512 20251016 ... 20935 20895 AL
26 26 AL2601 20251016 ... 20940 20900 AL
27 27 AL2602 20251016 ... 20935 20890 AL
28 28 AL2603 20251016 ... 20955 20885 AL
29 29 AL2604 20251016 ... 20985 20910 AL
30 30 AL2605 20251016 ... 20990 20915 AL
31 31 AL2606 20251016 ... 21010 20890 AL
32 32 AL2607 20251016 ... 20970 20925 AL
33 33 AL2608 20251016 ... 20990 20930 AL
34 34 AL2609 20251016 ... 20970 20940 AL
35 35 AL2610 20251016 ... 20985 20940 AL
36 36 ZN2511 20251016 ... 21950 21995 ZN
37 37 ZN2512 20251016 ... 21980 22035 ZN
38 38 ZN2601 20251016 ... 22015 22065 ZN
39 39 ZN2602 20251016 ... 22050 22090 ZN
40 40 ZN2603 20251016 ... 22080 22125 ZN
41 41 ZN2604 20251016 ... 22120 22150 ZN
42 42 ZN2605 20251016 ... 22140 22180 ZN
43 43 ZN2606 20251016 ... 22175 22215 ZN
44 44 ZN2607 20251016 ... 22175 22200 ZN
45 45 ZN2608 20251016 ... 22225 22220 ZN
46 46 ZN2609 20251016 ... 22255 22275 ZN
47 47 ZN2610 20251016 ... 22100 22275 ZN
48 48 PB2511 20251016 ... 17115 17055 PB
49 49 PB2512 20251016 ... 17135 17085 PB
50 50 PB2601 20251016 ... 17135 17085 PB
51 51 PB2602 20251016 ... 17120 16990 PB
52 52 PB2603 20251016 ... 17170 17105 PB
53 53 PB2604 20251016 ... 17190 17190 PB
54 54 PB2605 20251016 ... 17230 17145 PB
55 55 PB2606 20251016 ... 17230 17195 PB
56 56 PB2607 20251016 ... 17160 17160 PB
57 57 PB2608 20251016 ... 17245 17200 PB
58 58 PB2609 20251016 ... 17255 17235 PB
59 59 PB2610 20251016 ... 17235 17235 PB
60 60 NI2511 20251016 ... 120920 121020 NI
61 61 NI2512 20251016 ... 121070 121170 NI
62 62 NI2601 20251016 ... 121290 121390 NI
63 63 NI2602 20251016 ... 121520 121600 NI
64 64 NI2603 20251016 ... 121790 121920 NI
65 65 NI2604 20251016 ... 122050 122100 NI
66 66 NI2605 20251016 ... 122200 122360 NI
67 67 NI2606 20251016 ... 122390 122570 NI
68 68 NI2607 20251016 ... 122720 122850 NI
69 69 NI2608 20251016 ... 123000 123210 NI
70 70 NI2609 20251016 ... 123310 123450 NI
71 71 NI2610 20251016 ... 123480 123450 NI
72 72 SN2511 20251016 ... 280030 280410 SN
73 73 SN2512 20251016 ... 280450 280740 SN
74 74 SN2601 20251016 ... 280580 281030 SN
75 75 SN2602 20251016 ... 280680 280790 SN
76 76 SN2603 20251016 ... 280540 280770 SN
77 77 SN2604 20251016 ... 280560 280770 SN
78 78 SN2605 20251016 ... 280280 280720 SN
79 79 SN2606 20251016 ... 280690 281340 SN
80 80 SN2607 20251016 ... 281020 280840 SN
81 81 SN2608 20251016 ... 281860 281330 SN
82 82 SN2609 20251016 ... 282990 282990 SN
83 83 SN2610 20251016 ... 282070 282990 SN
84 84 AO2511 20251016 ... 2763 2776 AO
85 85 AO2512 20251016 ... 2773 2788 AO
86 86 AO2601 20251016 ... 2784 2799 AO
87 87 AO2602 20251016 ... 2806 2818 AO
88 88 AO2603 20251016 ... 2878 2889 AO
89 89 AO2604 20251016 ... 2894 2901 AO
90 90 AO2605 20251016 ... 2900 2910 AO
91 91 AO2606 20251016 ... 2914 2922 AO
92 92 AO2607 20251016 ... 2923 2930 AO
93 93 AO2608 20251016 ... 2932 2945 AO
94 94 AO2609 20251016 ... 2949 2960 AO
95 95 AO2610 20251016 ... 2946 2960 AO
96 96 AD2511 20251016 ... 20370 20330 AD
97 97 AD2512 20251016 ... 20435 20400 AD
98 98 AD2601 20251016 ... 20480 20445 AD
99 99 AD2602 20251016 ... 20460 20425 AD
100 100 AD2603 20251016 ... 20420 20420 AD
101 101 AD2604 20251016 ... 20420 20405 AD
102 102 AD2605 20251016 ... 20405 20340 AD
103 103 AD2606 20251016 ... 20300 20300 AD
104 104 AD2607 20251016 ... 20270 20270 AD
105 105 AD2608 20251016 ... 20495 20495 AD
106 106 AD2609 20251016 ... 20495 20495 AD
107 107 AD2610 20251016 ... 20495 20495 AD
108 108 AU2511 20251016 ... 963.74 947.9 AU
109 109 AU2512 20251016 ... 963 948.92 AU
110 110 AU2601 20251016 ... 966.54 948.92 AU
111 111 AU2602 20251016 ... 965.94 952.1 AU
112 112 AU2604 20251016 ... 967.76 953.3 AU
113 113 AU2606 20251016 ... 970.88 957.1 AU
114 114 AU2608 20251016 ... 973.76 958.84 AU
115 115 AU2610 20251016 ... 976.74 961.32 AU
116 116 AG2511 20251016 ... 12004 11689 AG
117 117 AG2512 20251016 ... 12002 11675 AG
118 118 AG2601 20251016 ... 12009 11677 AG
119 119 AG2602 20251016 ... 12026 11708 AG
120 120 AG2603 20251016 ... 12045 11700 AG
121 121 AG2604 20251016 ... 12045 11712 AG
122 122 AG2605 20251016 ... 12055 11712 AG
123 123 AG2606 20251016 ... 12077 11756 AG
124 124 AG2607 20251016 ... 12085 11765 AG
125 125 AG2608 20251016 ... 12095 11754 AG
126 126 AG2609 20251016 ... 12125 11808 AG
127 127 AG2610 20251016 ... 12147 11808 AG
128 128 RB2511 20251016 ... 2971 2987 RB
129 129 RB2512 20251016 ... 3017 3031 RB
130 130 RB2601 20251016 ... 3036 3044 RB
131 131 RB2602 20251016 ... 3043 3049 RB
132 132 RB2603 20251016 ... 3064 3074 RB
133 133 RB2604 20251016 ... 3079 3096 RB
134 134 RB2605 20251016 ... 3087 3099 RB
135 135 RB2606 20251016 ... 3103 3114 RB
136 136 RB2607 20251016 ... 3111 3136 RB
137 137 RB2608 20251016 ... 3122 3134 RB
138 138 RB2609 20251016 ... 3129 3143 RB
139 139 RB2610 20251016 ... 3134 3143 RB
140 140 WR2511 20251016 ... 3270 3270 WR
141 141 WR2512 20251016 ... 3353 3353 WR
142 142 WR2601 20251016 ... 3336 3342 WR
143 143 WR2602 20251016 ... 3383 3370 WR
144 144 WR2603 20251016 ... 3361 3361 WR
145 145 WR2604 20251016 ... 3369 3369 WR
146 146 WR2605 20251016 ... 3365 3364 WR
147 147 WR2606 20251016 ... 3363 3363 WR
148 148 WR2607 20251016 ... 3416 3416 WR
149 149 WR2608 20251016 ... 3461 3431 WR
150 150 WR2609 20251016 ... 3430 3430 WR
151 151 WR2610 20251016 ... 3430 3430 WR
152 152 HC2511 20251016 ... 3255 3282 HC
153 153 HC2512 20251016 ... 3249 3254 HC
154 154 HC2601 20251016 ... 3209 3225 HC
155 155 HC2602 20251016 ... 3215 3223 HC
156 156 HC2603 20251016 ... 3215 3233 HC
157 157 HC2604 20251016 ... 3215 3228 HC
158 158 HC2605 20251016 ... 3220 3235 HC
159 159 HC2606 20251016 ... 3226 3237 HC
160 160 HC2607 20251016 ... 3228 3245 HC
161 161 HC2608 20251016 ... 3231 3253 HC
162 162 HC2609 20251016 ... 3240 3259 HC
163 163 HC2610 20251016 ... 3240 3259 HC
164 164 SS2511 20251016 ... 12515 12525 SS
165 165 SS2512 20251016 ... 12545 12555 SS
166 166 SS2601 20251016 ... 12635 12655 SS
167 167 SS2602 20251016 ... 12690 12715 SS
168 168 SS2603 20251016 ... 12760 12795 SS
169 169 SS2604 20251016 ... 12845 12870 SS
170 170 SS2605 20251016 ... 12910 12925 SS
171 171 SS2606 20251016 ... 12960 13000 SS
172 172 SS2607 20251016 ... 13000 13035 SS
173 173 SS2608 20251016 ... 13080 13095 SS
174 174 SS2609 20251016 ... 13120 13170 SS
175 175 SS2610 20251016 ... 13210 13170 SS
176 176 SC2511 20251016 ... 443.2 443.2 SC
177 177 SC2512 20251016 ... 445.6 444.9 SC
178 178 SC2601 20251016 ... 446 445.5 SC
179 179 SC2602 20251016 ... 446.7 445.9 SC
180 180 SC2603 20251016 ... 447.3 447.3 SC
181 181 SC2604 20251016 ... 448.3 448.5 SC
182 182 SC2605 20251016 ... 449.4 448.9 SC
183 183 SC2606 20251016 ... 449.9 450.1 SC
184 184 SC2607 20251016 ... 451.9 450 SC
185 185 SC2608 20251016 ... 452.2 450.6 SC
186 186 SC2609 20251016 ... 451.7 450.6 SC
187 187 SC2610 20251016 ... 449.7 449.7 SC
188 188 SC2612 20251016 ... 451.8 451.5 SC
189 189 SC2703 20251016 ... 450.7 448.6 SC
190 190 SC2706 20251016 ... 453.6 453.6 SC
191 191 SC2709 20251016 ... 450.2 449.9 SC
192 192 SC2712 20251016 ... 450.6 455 SC
193 193 SC2803 20251016 ... 449.9 449 SC
194 194 SC2806 20251016 ... 453.5 448 SC
195 195 SC2809 20251016 ... 451.8 448.9 SC
196 196 LU2511 20251016 ... 3147 3141 LU
197 197 LU2512 20251016 ... 3163 3158 LU
198 198 LU2601 20251016 ... 3163 3161 LU
199 199 LU2602 20251016 ... 3166 3162 LU
200 200 LU2603 20251016 ... 3165 3160 LU
201 201 LU2604 20251016 ... 3176 3161 LU
202 202 LU2605 20251016 ... 3184 3163 LU
203 203 LU2606 20251016 ... 3192 3160 LU
204 204 LU2607 20251016 ... 3191 3175 LU
205 205 LU2608 20251016 ... 3192 3173 LU
206 206 LU2609 20251016 ... 3192 3159 LU
207 207 LU2610 20251016 ... 3185 3152 LU
208 208 FU2511 20251016 ... 2761 2725 FU
209 209 FU2512 20251016 ... 2718 2685 FU
210 210 FU2601 20251016 ... 2694 2669 FU
211 211 FU2602 20251016 ... 2675 2652 FU
212 212 FU2603 20251016 ... 2666 2649 FU
213 213 FU2604 20251016 ... 2663 2647 FU
214 214 FU2605 20251016 ... 2657 2641 FU
215 215 FU2606 20251016 ... 2647 2634 FU
216 216 FU2607 20251016 ... 2642 2626 FU
217 217 FU2608 20251016 ... 2612 2600 FU
218 218 FU2609 20251016 ... 2606 2594 FU
219 219 FU2610 20251016 ... 2595 2584 FU
220 220 BU2511 20251016 ... 3265 3261 BU
221 221 BU2512 20251016 ... 3191 3185 BU
222 222 BU2601 20251016 ... 3161 3149 BU
223 223 BU2602 20251016 ... 3171 3157 BU
224 224 BU2603 20251016 ... 3195 3180 BU
225 225 BU2604 20251016 ... 3199 3188 BU
226 226 BU2605 20251016 ... 3202 3194 BU
227 227 BU2606 20251016 ... 3206 3199 BU
228 228 BU2607 20251016 ... 3213 3222 BU
229 229 BU2608 20251016 ... 3202 3202 BU
230 230 BU2609 20251016 ... 3208 3202 BU
231 231 BU2610 20251016 ... 3187 3202 BU
232 232 BU2612 20251016 ... 3149 3148 BU
233 233 BU2703 20251016 ... 3154 3161 BU
234 234 BU2706 20251016 ... 3168 3168 BU
235 235 BU2709 20251016 ... 3171 3172 BU
236 236 BR2511 20251016 ... 11005 10805 BR
237 237 BR2512 20251016 ... 10930 10745 BR
238 238 BR2601 20251016 ... 10930 10740 BR
239 239 BR2602 20251016 ... 10925 10755 BR
240 240 BR2603 20251016 ... 10890 10760 BR
241 241 BR2604 20251016 ... 10875 10795 BR
242 242 BR2605 20251016 ... 10915 10800 BR
243 243 BR2606 20251016 ... 10980 10865 BR
244 244 BR2607 20251016 ... 11065 11025 BR
245 245 BR2608 20251016 ... 11080 11040 BR
246 246 BR2609 20251016 ... 11180 11080 BR
247 247 BR2610 20251016 ... 11080 11080 BR
248 248 RU2511 20251016 ... 14105 14095 RU
249 249 RU2601 20251016 ... 14845 14850 RU
250 250 RU2603 20251016 ... 14820 14835 RU
251 251 RU2604 20251016 ... 14885 14860 RU
252 252 RU2605 20251016 ... 14830 14855 RU
253 253 RU2606 20251016 ... 14815 14865 RU
254 254 RU2607 20251016 ... 14885 14905 RU
255 255 RU2608 20251016 ... 14865 14915 RU
256 256 RU2609 20251016 ... 14825 14905 RU
257 257 RU2610 20251016 ... 14810 14905 RU
258 258 NR2511 20251016 ... 12295 12110 NR
259 259 NR2512 20251016 ... 12245 12085 NR
260 260 NR2601 20251016 ... 12215 12075 NR
261 261 NR2602 20251016 ... 12195 12055 NR
262 262 NR2603 20251016 ... 12185 12085 NR
263 263 NR2604 20251016 ... 12145 12050 NR
264 264 NR2605 20251016 ... 12165 12045 NR
265 265 NR2606 20251016 ... 12140 12110 NR
266 266 NR2607 20251016 ... 12100 12155 NR
267 267 NR2608 20251016 ... 12090 12090 NR
268 268 NR2609 20251016 ... 12180 12185 NR
269 269 NR2610 20251016 ... 12185 12185 NR
270 270 SP2511 20251016 ... 4850 4854 SP
271 271 SP2512 20251016 ... 4874 4878 SP
272 272 SP2601 20251016 ... 5154 5174 SP
273 273 SP2602 20251016 ... 5168 5188 SP
274 274 SP2603 20251016 ... 5188 5206 SP
275 275 SP2604 20251016 ... 5196 5226 SP
276 276 SP2605 20251016 ... 5220 5240 SP
277 277 SP2606 20251016 ... 5228 5252 SP
278 278 SP2607 20251016 ... 5220 5248 SP
279 279 SP2608 20251016 ... 5234 5248 SP
280 280 SP2609 20251016 ... 5220 5244 SP
281 281 SP2610 20251016 ... 5244 5244 SP
282 282 OP2601 20251016 ... 4210 4214 OP
283 283 OP2602 20251016 ... 4224 4224 OP
284 284 OP2603 20251016 ... 4216 4216 OP
285 285 OP2604 20251016 ... 4232 4232 OP
286 286 OP2605 20251016 ... 4216 4236 OP
287 287 OP2606 20251016 ... 4184 4202 OP
288 288 OP2607 20251016 ... 4242 4242 OP
289 289 OP2608 20251016 ... 4268 4268 OP
290 290 OP2609 20251016 ... 4220 4220 OP
291 291 OP2610 20251016 ... 4220 4220 OP
292 292 EC2510 20251016 ... 1112 1128.2 EC
293 293 EC2512 20251016 ... 1663 1713.4 EC
294 294 EC2602 20251016 ... 1427.9 1481.1 EC
295 295 EC2604 20251016 ... 1114.5 1148.9 EC
296 296 EC2606 20251016 ... 1283.7 1315.7 EC
297 297 EC2608 20251016 ... 1418.2 1458.2 EC
298 298 SC_TAS2511 20251016 ... SC_TAS
299 299 SC_TAS2512 20251016 ... SC_TAS
300 300 SC_TAS2601 20251016 ... SC_TAS
301 301 SC_TAS2602 20251016 ... SC_TAS
[302 rows x 13 columns]
2025-10-17 16:26:35,510 - future_1d - INFO - ak.get_shfe_daily('2025-10-16') done
2025-10-17 16:26:37,294 - future_1d - INFO - save future_daily 2025-10-16 completed
symbol date open ... settle pre_settle variety
0 a2511 20251017 4012.00 ... 4012.00 4000.00 A
1 a2601 20251017 4026.00 ... 4034.00 4020.00 A
2 a2603 20251017 4016.00 ... 4034.00 4022.00 A
3 a2605 20251017 4056.00 ... 4066.00 4053.00 A
4 a2607 20251017 4055.00 ... 4060.00 4049.00 A
5 a2609 20251017 4060.00 ... 4063.00 4053.00 A
6 b2510 20251017 0.00 ... 3600.00 3600.00 B
7 b2511 20251017 3583.00 ... 3582.00 3604.00 B
8 b2512 20251017 3607.00 ... 3595.00 3619.00 B
9 b2601 20251017 3626.00 ... 3609.00 3631.00 B
10 b2602 20251017 3640.00 ... 3618.00 3641.00 B
11 b2603 20251017 3604.00 ... 3585.00 3603.00 B
12 b2604 20251017 3512.00 ... 3504.00 3509.00 B
13 b2605 20251017 3450.00 ... 3441.00 3447.00 B
14 b2606 20251017 3423.00 ... 3408.00 3418.00 B
15 b2607 20251017 3428.00 ... 3410.00 3424.00 B
16 b2608 20251017 3527.00 ... 3511.00 3520.00 B
17 b2609 20251017 3549.00 ... 3534.00 3544.00 B
18 bb2511 20251017 0.00 ... 144.50 144.50 BB
19 bb2601 20251017 147.15 ... 147.15 147.35 BB
20 bb2603 20251017 0.00 ... 146.90 146.90 BB
21 bb2605 20251017 0.00 ... 147.70 147.70 BB
22 bb2607 20251017 0.00 ... 152.20 152.40 BB
23 bb2609 20251017 0.00 ... 152.20 152.40 BB
24 bz2603 20251017 5662.00 ... 5594.00 5589.00 BZ
25 bz2604 20251017 5644.00 ... 5583.00 5593.00 BZ
26 bz2605 20251017 5630.00 ... 5587.00 5571.00 BZ
27 bz2606 20251017 0.00 ... 5597.00 5597.00 BZ
28 bz2607 20251017 5609.00 ... 5603.00 5530.00 BZ
29 bz2608 20251017 5586.00 ... 5586.00 5601.00 BZ
30 bz2609 20251017 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251017 2111.00 ... 2114.00 2106.00 C
32 c2601 20251017 2135.00 ... 2128.00 2131.00 C
33 c2603 20251017 2164.00 ... 2158.00 2161.00 C
34 c2605 20251017 2238.00 ... 2231.00 2227.00 C
35 c2607 20251017 2248.00 ... 2243.00 2240.00 C
36 c2609 20251017 2262.00 ... 2259.00 2255.00 C
37 cs2511 20251017 2374.00 ... 2373.00 2389.00 CS
38 cs2601 20251017 2414.00 ... 2402.00 2416.00 CS
39 cs2603 20251017 2436.00 ... 2423.00 2434.00 CS
40 cs2605 20251017 2538.00 ... 2528.00 2535.00 CS
41 cs2607 20251017 2549.00 ... 2541.00 2549.00 CS
42 cs2609 20251017 2592.00 ... 2583.00 2587.00 CS
43 eb2510 20251017 6498.00 ... 6495.00 6442.00 EB
44 eb2511 20251017 6600.00 ... 6519.00 6524.00 EB
45 eb2512 20251017 6610.00 ... 6542.00 6552.00 EB
46 eb2601 20251017 6667.00 ... 6587.00 6597.00 EB
47 eb2602 20251017 6710.00 ... 6640.00 6648.00 EB
48 eb2603 20251017 6767.00 ... 6696.00 6711.00 EB
49 eb2604 20251017 6804.00 ... 6747.00 6741.00 EB
50 eb2605 20251017 6847.00 ... 6795.00 6714.00 EB
51 eb2606 20251017 6799.00 ... 6870.00 6809.00 EB
52 eb2607 20251017 0.00 ... 6836.00 6836.00 EB
53 eb2608 20251017 0.00 ... 6840.00 6840.00 EB
54 eb2609 20251017 6877.00 ... 6869.00 6896.00 EB
55 eg2510 20251017 4076.00 ... 4082.00 4092.00 EG
56 eg2511 20251017 4103.00 ... 4043.00 4071.00 EG
57 eg2512 20251017 4083.00 ... 4038.00 4053.00 EG
58 eg2601 20251017 4088.00 ... 4037.00 4056.00 EG
59 eg2602 20251017 4080.00 ... 4051.00 4082.00 EG
60 eg2603 20251017 4090.00 ... 4065.00 4073.00 EG
61 eg2604 20251017 4136.00 ... 4131.00 4150.00 EG
62 eg2605 20251017 4151.00 ... 4122.00 4144.00 EG
63 eg2606 20251017 4162.00 ... 4131.00 4159.00 EG
64 eg2607 20251017 4177.00 ... 4166.00 4171.00 EG
65 eg2608 20251017 4190.00 ... 4180.00 4163.00 EG
66 eg2609 20251017 4195.00 ... 4150.00 4171.00 EG
67 fb2510 20251017 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251017 1252.00 ... 1240.00 1253.50 FB
69 fb2512 20251017 1258.00 ... 1259.50 1255.50 FB
70 fb2601 20251017 1269.00 ... 1268.00 1263.00 FB
71 fb2602 20251017 1267.50 ... 1266.50 1264.00 FB
72 fb2603 20251017 1262.50 ... 1261.50 1260.00 FB
73 fb2604 20251017 1266.50 ... 1265.00 1261.50 FB
74 fb2605 20251017 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251017 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251017 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251017 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251017 0.00 ... 1296.00 1296.00 FB
79 i2510 20251017 0.00 ... 806.00 806.00 I
80 i2511 20251017 795.00 ... 789.00 790.50 I
81 i2512 20251017 786.00 ... 783.00 784.00 I
82 i2601 20251017 774.00 ... 771.50 772.50 I
83 i2602 20251017 772.50 ... 769.50 770.50 I
84 i2603 20251017 768.50 ... 766.00 765.50 I
85 i2604 20251017 765.00 ... 761.00 761.00 I
86 i2605 20251017 753.00 ... 750.50 750.50 I
87 i2606 20251017 748.50 ... 745.00 745.50 I
88 i2607 20251017 745.00 ... 740.50 741.00 I
89 i2608 20251017 739.00 ... 736.00 736.00 I
90 i2609 20251017 731.50 ... 729.00 729.50 I
91 j2510 20251017 0.00 ... 1600.00 1600.00 J
92 j2511 20251017 1624.50 ... 1621.00 1588.00 J
93 j2512 20251017 1655.50 ... 1649.00 1611.00 J
94 j2601 20251017 1672.50 ... 1682.50 1649.00 J
95 j2602 20251017 1708.00 ... 1707.00 1674.50 J
96 j2603 20251017 1749.50 ... 1738.50 1714.50 J
97 j2604 20251017 1808.00 ... 1808.00 1765.50 J
98 j2605 20251017 1828.00 ... 1828.50 1797.00 J
99 j2606 20251017 0.00 ... 1820.50 1820.50 J
100 j2607 20251017 0.00 ... 1833.50 1833.50 J
101 j2608 20251017 0.00 ... 1865.00 1865.00 J
102 j2609 20251017 1919.00 ... 1909.50 1876.00 J
103 jd2510 20251017 2798.00 ... 2734.00 2750.00 JD
104 jd2511 20251017 2810.00 ... 2819.00 2834.00 JD
105 jd2512 20251017 2972.00 ... 2965.00 2990.00 JD
106 jd2601 20251017 3168.00 ... 3176.00 3180.00 JD
107 jd2602 20251017 2983.00 ... 2968.00 3000.00 JD
108 jd2603 20251017 3000.00 ... 2974.00 3015.00 JD
109 jd2604 20251017 3131.00 ... 3108.00 3137.00 JD
110 jd2605 20251017 3340.00 ... 3310.00 3342.00 JD
111 jd2606 20251017 3233.00 ... 3211.00 3233.00 JD
112 jd2607 20251017 3475.00 ... 3459.00 3482.00 JD
113 jd2608 20251017 3962.00 ... 3951.00 3966.00 JD
114 jd2609 20251017 3860.00 ... 3845.00 3862.00 JD
115 jm2510 20251017 960.00 ... 960.00 999.00 JM
116 jm2511 20251017 1082.00 ... 1067.50 1057.00 JM
117 jm2512 20251017 1126.00 ... 1120.00 1098.50 JM
118 jm2601 20251017 1190.50 ... 1184.50 1162.00 JM
119 jm2602 20251017 1212.00 ... 1206.50 1188.00 JM
120 jm2603 20251017 1230.50 ... 1225.00 1208.50 JM
121 jm2604 20251017 1248.00 ... 1245.50 1227.00 JM
122 jm2605 20251017 1269.50 ... 1266.50 1244.00 JM
123 jm2606 20251017 1291.50 ... 1283.50 1267.00 JM
124 jm2607 20251017 1309.50 ... 1303.50 1282.00 JM
125 jm2608 20251017 1327.50 ... 1323.50 1303.00 JM
126 jm2609 20251017 1351.50 ... 1346.50 1327.50 JM
127 l2510 20251017 0.00 ... 6856.00 6856.00 L
128 l2511 20251017 6914.00 ... 6868.00 6889.00 L
129 l2512 20251017 6922.00 ... 6883.00 6899.00 L
130 l2601 20251017 6936.00 ... 6893.00 6907.00 L
131 l2602 20251017 6927.00 ... 6890.00 6911.00 L
132 l2603 20251017 6930.00 ... 6892.00 6926.00 L
133 l2604 20251017 6963.00 ... 6945.00 6961.00 L
134 l2605 20251017 6951.00 ... 6927.00 6947.00 L
135 l2606 20251017 6950.00 ... 6919.00 6960.00 L
136 l2607 20251017 6989.00 ... 6952.00 6977.00 L
137 l2608 20251017 6993.00 ... 6934.00 6991.00 L
138 l2609 20251017 7014.00 ... 6922.00 6983.00 L
139 lg2511 20251017 798.00 ... 800.50 796.00 LG
140 lg2601 20251017 823.50 ... 830.50 823.50 LG
141 lg2603 20251017 830.00 ... 832.50 829.50 LG
142 lg2605 20251017 832.00 ... 834.00 830.00 LG
143 lg2607 20251017 833.00 ... 834.00 829.50 LG
144 lg2609 20251017 835.50 ... 835.50 831.50 LG
145 lh2511 20251017 11135.00 ... 11105.00 11300.00 LH
146 lh2601 20251017 11910.00 ... 11815.00 11975.00 LH
147 lh2603 20251017 11545.00 ... 11375.00 11565.00 LH
148 lh2605 20251017 12125.00 ... 12000.00 12185.00 LH
149 lh2607 20251017 12945.00 ... 12770.00 12990.00 LH
150 lh2609 20251017 13740.00 ... 13580.00 13805.00 LH
151 m2511 20251017 2881.00 ... 2857.00 2893.00 M
152 m2512 20251017 2921.00 ... 2900.00 2931.00 M
153 m2601 20251017 2910.00 ... 2882.00 2915.00 M
154 m2603 20251017 2895.00 ... 2872.00 2896.00 M
155 m2605 20251017 2741.00 ... 2730.00 2741.00 M
156 m2607 20251017 2724.00 ... 2715.00 2725.00 M
157 m2608 20251017 2848.00 ... 2837.00 2848.00 M
158 m2609 20251017 2857.00 ... 2840.00 2854.00 M
159 p2510 20251017 0.00 ... 9120.00 9120.00 P
160 p2511 20251017 9218.00 ... 9254.00 9236.00 P
161 p2512 20251017 9278.00 ... 9282.00 9278.00 P
162 p2601 20251017 9328.00 ... 9334.00 9326.00 P
163 p2602 20251017 9338.00 ... 9336.00 9328.00 P
164 p2603 20251017 9338.00 ... 9352.00 9336.00 P
165 p2604 20251017 9330.00 ... 9330.00 9322.00 P
166 p2605 20251017 9260.00 ... 9294.00 9256.00 P
167 p2606 20251017 9226.00 ... 9208.00 9168.00 P
168 p2607 20251017 9104.00 ... 9126.00 9078.00 P
169 p2608 20251017 9058.00 ... 9034.00 9000.00 P
170 p2609 20251017 8962.00 ... 8974.00 8952.00 P
171 pg2510 20251017 0.00 ... 4339.00 4340.00 PG
172 pg2511 20251017 4268.00 ... 4241.00 4199.00 PG
173 pg2512 20251017 4130.00 ... 4109.00 4079.00 PG
174 pg2601 20251017 4029.00 ... 4001.00 3987.00 PG
175 pg2602 20251017 3930.00 ... 3907.00 3897.00 PG
176 pg2603 20251017 3850.00 ... 3821.00 3818.00 PG
177 pg2604 20251017 4209.00 ... 4180.00 4193.00 PG
178 pg2605 20251017 4136.00 ... 4078.00 4113.00 PG
179 pg2606 20251017 4057.00 ... 4011.00 4053.00 PG
180 pg2607 20251017 3983.00 ... 3972.00 3980.00 PG
181 pg2608 20251017 3936.00 ... 3902.00 3944.00 PG
182 pg2609 20251017 3892.00 ... 3842.00 3869.00 PG
183 pp2510 20251017 6455.00 ... 6455.00 6482.00 PP
184 pp2511 20251017 6557.00 ... 6508.00 6524.00 PP
185 pp2512 20251017 6591.00 ... 6550.00 6571.00 PP
186 pp2601 20251017 6620.00 ... 6583.00 6598.00 PP
187 pp2602 20251017 6625.00 ... 6585.00 6594.00 PP
188 pp2603 20251017 6621.00 ... 6585.00 6587.00 PP
189 pp2604 20251017 6642.00 ... 6604.00 6641.00 PP
190 pp2605 20251017 6669.00 ... 6630.00 6643.00 PP
191 pp2606 20251017 6618.00 ... 6583.00 6609.00 PP
192 pp2607 20251017 6623.00 ... 6587.00 6591.00 PP
193 pp2608 20251017 6639.00 ... 6616.00 6639.00 PP
194 pp2609 20251017 6691.00 ... 6657.00 6666.00 PP
195 rr2510 20251017 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251017 3613.00 ... 3616.00 3615.00 RR
197 rr2512 20251017 3608.00 ... 3598.00 3606.00 RR
198 rr2601 20251017 3629.00 ... 3627.00 3626.00 RR
199 rr2602 20251017 3615.00 ... 3617.00 3614.00 RR
200 rr2603 20251017 3616.00 ... 3614.00 3612.00 RR
201 rr2604 20251017 3621.00 ... 3622.00 3615.00 RR
202 rr2605 20251017 3615.00 ... 3625.00 3609.00 RR
203 rr2606 20251017 3620.00 ... 3612.00 3606.00 RR
204 rr2607 20251017 3609.00 ... 3609.00 3611.00 RR
205 rr2608 20251017 3610.00 ... 3606.00 3601.00 RR
206 rr2609 20251017 3629.00 ... 3623.00 3608.00 RR
207 v2510 20251017 4590.00 ... 4586.00 4543.00 V
208 v2511 20251017 4594.00 ... 4617.00 4581.00 V
209 v2512 20251017 4649.00 ... 4658.00 4625.00 V
210 v2601 20251017 4698.00 ... 4706.00 4667.00 V
211 v2602 20251017 4740.00 ... 4748.00 4709.00 V
212 v2603 20251017 4771.00 ... 4777.00 4742.00 V
213 v2604 20251017 4978.00 ... 4970.00 4932.00 V
214 v2605 20251017 5011.00 ... 5012.00 4981.00 V
215 v2606 20251017 5045.00 ... 5045.00 5007.00 V
216 v2607 20251017 5087.00 ... 5090.00 5042.00 V
217 v2608 20251017 5120.00 ... 5116.00 5087.00 V
218 v2609 20251017 5136.00 ... 5140.00 5124.00 V
219 y2511 20251017 8260.00 ... 8272.00 8248.00 Y
220 y2512 20251017 8306.00 ... 8316.00 8294.00 Y
221 y2601 20251017 8276.00 ... 8286.00 8252.00 Y
222 y2603 20251017 8232.00 ... 8230.00 8214.00 Y
223 y2605 20251017 8064.00 ... 8078.00 8054.00 Y
224 y2607 20251017 8018.00 ... 8018.00 8004.00 Y
225 y2608 20251017 8006.00 ... 8008.00 8010.00 Y
226 y2609 20251017 7984.00 ... 7986.00 7966.00 Y
[227 rows x 12 columns]
2025-10-17 16:26:45,165 - future_1d - INFO - ak.get_dce_daily('2025-10-17') done
Empty DataFrame
Columns: []
Index: []
2025-10-17 16:26:45,286 - future_1d - INFO - ak.get_cffex_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251017 442.6 443.4 ... 2711807.83 437.9 443.2 SC
1 SC2512 20251017 444 445.6 ... 3930667.83 439.6 445.6 SC
2 SC2601 20251017 444.2 445.7 ... 619601.49 439.5 446 SC
3 SC2602 20251017 444.8 446.2 ... 66816.54 439.2 446.7 SC
4 SC2603 20251017 446.2 447 ... 18022.51 440.6 447.3 SC
5 SC2604 20251017 446.6 446.6 ... 6111.94 439.7 448.3 SC
6 SC2605 20251017 447.6 448 ... 9077.28 440.6 449.4 SC
7 SC2606 20251017 447.7 449 ... 11005.71 441.9 449.9 SC
8 SC2607 20251017 449 449.4 ... 932.48 444 451.9 SC
9 SC2608 20251017 449.8 450.6 ... 668.35 445.5 452.2 SC
10 SC2609 20251017 449.4 452.8 ... 1069.69 445.7 451.7 SC
11 SC2610 20251017 ... 0 447.3 449.7 SC
12 SC2612 20251017 445.1 446.8 ... 267.39 445.6 451.8 SC
13 SC2703 20251017 448.1 448.1 ... 89.62 448.1 450.7 SC
14 SC2706 20251017 ... 0 451.7 453.6 SC
15 SC2709 20251017 ... 0 450.2 450.2 SC
16 SC2712 20251017 444.1 447.6 ... 133.57 445.2 450.6 SC
17 SC2803 20251017 446 446 ... 44.6 446 449.9 SC
18 SC2806 20251017 445.9 449.6 ... 312.99 447.1 453.5 SC
19 SC2809 20251017 447 450.1 ... 1572.51 449.2 451.8 SC
21 LU2511 20251017 3136 3142 ... 17529.145 3069 3147 LU
22 LU2512 20251017 3161 3161 ... 339143.027 3096 3163 LU
23 LU2601 20251017 3156 3156 ... 216954.143 3101 3163 LU
24 LU2602 20251017 3159 3159 ... 49381.996 3115 3166 LU
25 LU2603 20251017 3156 3157 ... 4964.75 3116 3165 LU
26 LU2604 20251017 3140 3140 ... 43.579 3112 3176 LU
27 LU2605 20251017 3148 3161 ... 127.562 3111 3184 LU
28 LU2606 20251017 3157 3157 ... 24.939 3117 3192 LU
29 LU2607 20251017 3160 3168 ... 110.012 3143 3191 LU
30 LU2608 20251017 3157 3161 ... 84.601 3133 3192 LU
31 LU2609 20251017 3170 3178 ... 129.337 3154 3192 LU
32 LU2610 20251017 3150 3150 ... 25.038 3129 3185 LU
34 NR2511 20251017 12325 12425 ... 274418.315 12340 12295 NR
35 NR2512 20251017 12300 12360 ... 798817.15 12290 12245 NR
36 NR2601 20251017 12240 12290 ... 219539.39 12215 12215 NR
37 NR2602 20251017 12165 12240 ... 20717.32 12155 12195 NR
38 NR2603 20251017 12160 12210 ... 4097.445 12120 12185 NR
39 NR2604 20251017 12130 12195 ... 993.87 12120 12145 NR
40 NR2605 20251017 12165 12215 ... 654.505 12120 12165 NR
41 NR2606 20251017 12195 12195 ... 121.27 12125 12140 NR
42 NR2607 20251017 12160 12160 ... 36.44 12145 12100 NR
43 NR2608 20251017 12175 12175 ... 12.175 12175 12090 NR
44 NR2609 20251017 12195 12245 ... 36.655 12215 12180 NR
45 NR2610 20251017 12285 12285 ... 24.535 12265 12185 NR
47 BC2511 20251017 75010 75860 ... 310009.74 75250 75500 BC
48 BC2512 20251017 75200 75880 ... 40882.03 75350 75590 BC
49 BC2601 20251017 75510 75510 ... 37.755 75510 76570 BC
50 BC2602 20251017 ... 0 75800 75800 BC
51 BC2603 20251017 ... 0 75870 75870 BC
52 BC2604 20251017 ... 0 76440 76520 BC
53 BC2605 20251017 ... 0 75900 75900 BC
54 BC2606 20251017 ... 0 75880 75880 BC
55 BC2607 20251017 ... 0 76570 76570 BC
56 BC2608 20251017 ... 0 75800 75800 BC
57 BC2609 20251017 ... 0 76130 76130 BC
58 BC2610 20251017 ... 0 76130 76130 BC
60 EC2510 20251017 1107.9 1108.2 ... 8680.6755 1098.8 1112 EC
61 EC2512 20251017 1658.1 1698.6 ... 247387.476 1658.2 1663 EC
62 EC2602 20251017 1430 1484.5 ... 37672.6205 1459.8 1427.9 EC
63 EC2604 20251017 1130 1144 ... 17065.984 1126.4 1114.5 EC
64 EC2606 20251017 1298 1306.2 ... 1108.1375 1288.5 1283.7 EC
65 EC2608 20251017 1410 1428 ... 1002.164 1411.4 1418.2 EC
68 SC_TAS2511 20251017 ... SC_TAS
69 SC_TAS2512 20251017 ... SC_TAS
70 SC_TAS2601 20251017 ... SC_TAS
71 SC_TAS2602 20251017 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 16:26:45,352 - future_1d - INFO - ak.get_ine_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251017 9170.0 9205.0 ... 128.61 9187.0 9182.0 AP
1 AP511 20251017 8605.0 8894.0 ... 5300.07 8760.0 8631.0 AP
2 AP512 20251017 8602.0 8800.0 ... 4850.62 8677.0 8565.0 AP
3 AP601 20251017 8550.0 8850.0 ... 1421456.27 8669.0 8565.0 AP
4 AP603 20251017 8459.0 8694.0 ... 6020.74 8564.0 8454.0 AP
5 AP604 20251017 8459.0 8741.0 ... 2925.21 8604.0 8506.0 AP
6 AP605 20251017 8520.0 8868.0 ... 144209.77 8654.0 8553.0 AP
7 CF511 20251017 13355.0 13425.0 ... 41938.11 13375.0 13355.0 CF
8 CF601 20251017 13320.0 13380.0 ... 1200405.96 13335.0 13290.0 CF
9 CF603 20251017 13345.0 13400.0 ... 120791.63 13360.0 13310.0 CF
10 CF605 20251017 13370.0 13435.0 ... 271007.61 13390.0 13345.0 CF
11 CF607 20251017 13390.0 13450.0 ... 971.95 13405.0 13375.0 CF
12 CF609 20251017 13530.0 13600.0 ... 3382.27 13555.0 13525.0 CF
13 CJ512 20251017 11215.0 11330.0 ... 8309.27 11250.0 11115.0 CJ
14 CJ601 20251017 11355.0 11480.0 ... 1131335.38 11405.0 11240.0 CJ
15 CJ603 20251017 11255.0 11415.0 ... 16874.78 11340.0 11200.0 CJ
16 CJ605 20251017 11400.0 11520.0 ... 226913.15 11435.0 11310.0 CJ
17 CJ607 20251017 11485.0 11600.0 ... 4037.87 11520.0 11415.0 CJ
18 CJ609 20251017 11620.0 11725.0 ... 2464.54 11655.0 11535.0 CJ
19 CY510 20251017 0.0 0.0 ... 0.00 19545.0 19475.0 CY
20 CY511 20251017 19755.0 19800.0 ... 1404.23 19780.0 19720.0 CY
21 CY512 20251017 0.0 0.0 ... 0.00 19150.0 19150.0 CY
22 CY601 20251017 19385.0 19505.0 ... 122154.26 19445.0 19375.0 CY
23 CY602 20251017 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251017 19520.0 19530.0 ... 29.29 19525.0 19540.0 CY
25 CY604 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251017 0.0 0.0 ... 0.00 19590.0 19570.0 CY
27 CY606 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251017 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251017 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251017 0.0 0.0 ... 0.00 19740.0 19725.0 CY
31 FG510 20251017 1010.0 1010.0 ... 20.20 1010.0 1024.0 FG
32 FG511 20251017 1035.0 1038.0 ... 28607.10 1019.0 1031.0 FG
33 FG512 20251017 1147.0 1147.0 ... 119233.84 1122.0 1138.0 FG
34 FG601 20251017 1145.0 1145.0 ... 5017632.55 1118.0 1137.0 FG
35 FG602 20251017 1213.0 1213.0 ... 70352.69 1184.0 1204.0 FG
36 FG603 20251017 1215.0 1215.0 ... 155715.52 1188.0 1206.0 FG
37 FG604 20251017 1282.0 1283.0 ... 1227.05 1252.0 1271.0 FG
38 FG605 20251017 1284.0 1284.0 ... 216091.54 1252.0 1271.0 FG
39 FG606 20251017 1311.0 1311.0 ... 3098.04 1289.0 1310.0 FG
40 FG607 20251017 1300.0 1303.0 ... 1762.20 1283.0 1301.0 FG
41 FG608 20251017 1356.0 1356.0 ... 1606.99 1337.0 1353.0 FG
42 FG609 20251017 1357.0 1358.0 ... 8075.22 1336.0 1353.0 FG
43 JR511 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251017 2380.0 2380.0 ... 242.47 2245.0 2245.0 MA
52 MA511 20251017 2296.0 2298.0 ... 11643.74 2267.0 2282.0 MA
53 MA512 20251017 2308.0 2309.0 ... 67525.69 2280.0 2293.0 MA
54 MA601 20251017 2314.0 2318.0 ... 1496104.42 2289.0 2296.0 MA
55 MA602 20251017 2338.0 2351.0 ... 39245.75 2314.0 2316.0 MA
56 MA603 20251017 2348.0 2349.0 ... 70874.63 2320.0 2328.0 MA
57 MA604 20251017 2326.0 2328.0 ... 37.13 2321.0 2334.0 MA
58 MA605 20251017 2322.0 2335.0 ... 146210.61 2304.0 2314.0 MA
59 MA606 20251017 2316.0 2316.0 ... 18.41 2302.0 2312.0 MA
60 MA607 20251017 2302.0 2302.0 ... 50.18 2281.0 2295.0 MA
61 MA608 20251017 2293.0 2299.0 ... 29.65 2280.0 2291.0 MA
62 MA609 20251017 2280.0 2290.0 ... 2051.74 2260.0 2266.0 MA
63 OI511 20251017 10099.0 10103.0 ... 34091.60 10048.0 10099.0 OI
64 OI601 20251017 9936.0 9946.0 ... 2244069.40 9894.0 9937.0 OI
65 OI603 20251017 9738.0 9742.0 ... 260093.44 9690.0 9735.0 OI
66 OI605 20251017 9491.0 9512.0 ... 119267.03 9488.0 9494.0 OI
67 OI607 20251017 9438.0 9459.0 ... 1198.94 9440.0 9445.0 OI
68 OI609 20251017 9415.0 9419.0 ... 564.11 9402.0 9414.0 OI
69 PF510 20251017 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251017 6104.0 6140.0 ... 26196.09 6100.0 6098.0 PF
71 PF512 20251017 6090.0 6100.0 ... 539301.68 6068.0 6072.0 PF
72 PF601 20251017 6102.0 6110.0 ... 70178.51 6076.0 6088.0 PF
73 PF602 20251017 6096.0 6096.0 ... 476154.77 6062.0 6066.0 PF
74 PF603 20251017 6082.0 6082.0 ... 299434.93 6050.0 6052.0 PF
75 PF604 20251017 6124.0 6124.0 ... 60.93 6094.0 6104.0 PF
76 PF605 20251017 6116.0 6118.0 ... 82.30 6096.0 6112.0 PF
77 PF606 20251017 0.0 0.0 ... 0.00 6090.0 6100.0 PF
78 PF607 20251017 6112.0 6112.0 ... 3.06 6112.0 6136.0 PF
79 PF608 20251017 6128.0 6128.0 ... 3.06 6128.0 6182.0 PF
80 PF609 20251017 6132.0 6132.0 ... 3.07 6132.0 6174.0 PF
81 PK510 20251017 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251017 7772.0 7786.0 ... 18300.19 7758.0 7806.0 PK
83 PK512 20251017 7858.0 7890.0 ... 107238.90 7864.0 7890.0 PK
84 PK601 20251017 7972.0 8016.0 ... 376924.22 7968.0 7998.0 PK
85 PK603 20251017 8022.0 8080.0 ... 118303.92 8048.0 8058.0 PK
86 PK604 20251017 8038.0 8078.0 ... 627.23 8042.0 8050.0 PK
87 PK605 20251017 8064.0 8102.0 ... 17665.48 8066.0 8074.0 PK
88 PL601 20251017 6115.0 6117.0 ... 109614.61 6049.0 6087.0 PL
89 PL602 20251017 6146.0 6146.0 ... 41693.45 6085.0 6124.0 PL
90 PL603 20251017 6144.0 6144.0 ... 27985.18 6078.0 6129.0 PL
91 PL604 20251017 0.0 0.0 ... 0.00 6078.0 6132.0 PL
92 PL605 20251017 6105.0 6105.0 ... 121.36 6068.0 6106.0 PL
93 PL606 20251017 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251017 6245.0 6245.0 ... 24.98 6245.0 6120.0 PL
95 PL608 20251017 0.0 0.0 ... 0.00 6106.0 6106.0 PL
96 PL609 20251017 0.0 0.0 ... 0.00 6166.0 6232.0 PL
97 PM511 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251017 5648.0 5658.0 ... 4999.66 5650.0 5586.0 PR
104 PR511 20251017 5602.0 5612.0 ... 23601.10 5582.0 5596.0 PR
105 PR512 20251017 5604.0 5616.0 ... 648443.66 5578.0 5592.0 PR
106 PR601 20251017 5580.0 5584.0 ... 647871.80 5542.0 5560.0 PR
107 PR602 20251017 5622.0 5622.0 ... 144456.76 5586.0 5612.0 PR
108 PR603 20251017 5600.0 5600.0 ... 209.10 5576.0 5602.0 PR
109 PR604 20251017 5582.0 5604.0 ... 92.32 5596.0 5606.0 PR
110 PR605 20251017 5618.0 5620.0 ... 176.84 5614.0 5624.0 PR
111 PR606 20251017 0.0 0.0 ... 0.00 5650.0 5656.0 PR
112 PR607 20251017 0.0 0.0 ... 0.00 5652.0 5656.0 PR
113 PR608 20251017 0.0 0.0 ... 0.00 5666.0 5702.0 PR
114 PR609 20251017 0.0 0.0 ... 0.00 5662.0 5678.0 PR
115 PX510 20251017 0.0 0.0 ... 0.00 6314.0 6326.0 PX
116 PX511 20251017 6382.0 6390.0 ... 29548.75 6330.0 6356.0 PX
117 PX512 20251017 6382.0 6400.0 ... 133131.92 6350.0 6354.0 PX
118 PX601 20251017 6376.0 6394.0 ... 458670.60 6334.0 6346.0 PX
119 PX602 20251017 6384.0 6404.0 ... 266298.41 6346.0 6356.0 PX
120 PX603 20251017 6382.0 6402.0 ... 158222.09 6332.0 6358.0 PX
121 PX604 20251017 0.0 0.0 ... 0.00 6312.0 6358.0 PX
122 PX605 20251017 6402.0 6424.0 ... 1919.63 6356.0 6394.0 PX
123 PX606 20251017 6412.0 6412.0 ... 12.76 6382.0 6424.0 PX
124 PX607 20251017 0.0 0.0 ... 0.00 6344.0 6418.0 PX
125 PX608 20251017 0.0 0.0 ... 0.00 6362.0 6434.0 PX
126 PX609 20251017 6396.0 6398.0 ... 31.93 6386.0 6452.0 PX
127 RI511 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251017 2409.0 2413.0 ... 2953.16 2395.0 2398.0 RM
134 RM601 20251017 2366.0 2376.0 ... 607340.54 2338.0 2365.0 RM
135 RM603 20251017 2308.0 2316.0 ... 11487.95 2292.0 2304.0 RM
136 RM605 20251017 2311.0 2313.0 ... 117894.23 2292.0 2302.0 RM
137 RM607 20251017 2298.0 2303.0 ... 9980.30 2284.0 2294.0 RM
138 RM608 20251017 2408.0 2408.0 ... 502.38 2392.0 2402.0 RM
139 RM609 20251017 2398.0 2400.0 ... 3459.53 2386.0 2394.0 RM
140 RS511 20251017 5272.0 5380.0 ... 36.96 5280.0 5256.0 RS
141 RS607 20251017 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251017 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251017 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251017 1150.0 1150.0 ... 644.17 1130.0 1138.0 SA
145 SA511 20251017 1165.0 1165.0 ... 18116.76 1147.0 1155.0 SA
146 SA512 20251017 1224.0 1227.0 ... 153891.39 1208.0 1217.0 SA
147 SA601 20251017 1240.0 1240.0 ... 2547460.89 1219.0 1227.0 SA
148 SA602 20251017 1273.0 1275.0 ... 74440.35 1255.0 1262.0 SA
149 SA603 20251017 1283.0 1284.0 ... 219249.67 1264.0 1269.0 SA
150 SA604 20251017 1318.0 1318.0 ... 2844.80 1298.0 1311.0 SA
151 SA605 20251017 1324.0 1327.0 ... 150285.20 1305.0 1317.0 SA
152 SA606 20251017 1336.0 1337.0 ... 1192.92 1325.0 1336.0 SA
153 SA607 20251017 1340.0 1341.0 ... 2364.60 1331.0 1340.0 SA
154 SA608 20251017 1379.0 1379.0 ... 946.82 1360.0 1375.0 SA
155 SA609 20251017 1384.0 1384.0 ... 6970.24 1370.0 1382.0 SA
156 SF510 20251017 5300.0 5300.0 ... 200.50 5276.0 5266.0 SF
157 SF511 20251017 5464.0 5480.0 ... 73119.39 5440.0 5430.0 SF
158 SF512 20251017 5466.0 5466.0 ... 94354.58 5424.0 5434.0 SF
159 SF601 20251017 5450.0 5456.0 ... 365728.12 5414.0 5410.0 SF
160 SF602 20251017 5410.0 5410.0 ... 58167.88 5370.0 5362.0 SF
161 SF603 20251017 5576.0 5584.0 ... 129522.15 5520.0 5532.0 SF
162 SF604 20251017 5510.0 5510.0 ... 5.51 5508.0 5504.0 SF
163 SF605 20251017 5548.0 5548.0 ... 3772.21 5500.0 5498.0 SF
164 SF606 20251017 5460.0 5460.0 ... 2.73 5460.0 5440.0 SF
165 SF607 20251017 5628.0 5638.0 ... 8.45 5632.0 5630.0 SF
166 SF608 20251017 0.0 0.0 ... 0.00 5632.0 5632.0 SF
167 SF609 20251017 5606.0 5622.0 ... 78.41 5602.0 5620.0 SF
168 SH510 20251017 0.0 0.0 ... 0.00 2367.0 2417.0 SH
169 SH511 20251017 2424.0 2428.0 ... 52350.70 2368.0 2424.0 SH
170 SH512 20251017 2480.0 2480.0 ... 135955.48 2415.0 2475.0 SH
171 SH601 20251017 2455.0 2455.0 ... 3009243.57 2400.0 2451.0 SH
172 SH602 20251017 2488.0 2488.0 ... 580436.98 2451.0 2477.0 SH
173 SH603 20251017 2490.0 2490.0 ... 480021.16 2463.0 2483.0 SH
174 SH604 20251017 2533.0 2535.0 ... 515.93 2492.0 2540.0 SH
175 SH605 20251017 2550.0 2550.0 ... 27719.27 2499.0 2546.0 SH
176 SH606 20251017 2571.0 2572.0 ... 535.21 2513.0 2584.0 SH
177 SH607 20251017 2570.0 2570.0 ... 386.78 2528.0 2584.0 SH
178 SH608 20251017 2584.0 2584.0 ... 130.35 2556.0 2607.0 SH
179 SH609 20251017 2596.0 2600.0 ... 702.38 2573.0 2606.0 SH
180 SM510 20251017 5620.0 5620.0 ... 1991.75 5612.0 5634.0 SM
181 SM511 20251017 5750.0 5754.0 ... 7294.98 5716.0 5744.0 SM
182 SM512 20251017 5750.0 5760.0 ... 274740.52 5726.0 5760.0 SM
183 SM601 20251017 5770.0 5774.0 ... 462441.93 5724.0 5758.0 SM
184 SM602 20251017 5764.0 5774.0 ... 157530.17 5732.0 5766.0 SM
185 SM603 20251017 5752.0 5788.0 ... 322807.03 5746.0 5778.0 SM
186 SM604 20251017 0.0 0.0 ... 0.00 5754.0 5788.0 SM
187 SM605 20251017 5798.0 5808.0 ... 13881.25 5768.0 5796.0 SM
188 SM606 20251017 5770.0 5772.0 ... 28.83 5766.0 5796.0 SM
189 SM607 20251017 5782.0 5782.0 ... 5.77 5766.0 5800.0 SM
190 SM608 20251017 5792.0 5792.0 ... 5.78 5776.0 5808.0 SM
191 SM609 20251017 5812.0 5824.0 ... 1152.91 5794.0 5828.0 SM
192 SR511 20251017 5408.0 5415.0 ... 12079.94 5398.0 5395.0 SR
193 SR601 20251017 5420.0 5430.0 ... 830319.30 5415.0 5403.0 SR
194 SR603 20251017 5398.0 5412.0 ... 204704.93 5399.0 5387.0 SR
195 SR605 20251017 5390.0 5393.0 ... 91801.35 5380.0 5368.0 SR
196 SR607 20251017 5384.0 5397.0 ... 3619.99 5387.0 5375.0 SR
197 SR609 20251017 5400.0 5406.0 ... 2848.80 5395.0 5381.0 SR
198 TA510 20251017 4400.0 4400.0 ... 754.96 4378.0 4400.0 TA
199 TA511 20251017 4416.0 4426.0 ... 31606.79 4392.0 4410.0 TA
200 TA512 20251017 4410.0 4438.0 ... 228955.64 4406.0 4420.0 TA
201 TA601 20251017 4456.0 4458.0 ... 1236124.38 4424.0 4442.0 TA
202 TA602 20251017 4466.0 4470.0 ... 258362.88 4436.0 4452.0 TA
203 TA603 20251017 4476.0 4486.0 ... 101488.76 4450.0 4470.0 TA
204 TA604 20251017 4490.0 4490.0 ... 4.49 4490.0 4480.0 TA
205 TA605 20251017 4514.0 4514.0 ... 97387.38 4482.0 4504.0 TA
206 TA606 20251017 0.0 0.0 ... 0.00 4474.0 4524.0 TA
207 TA607 20251017 0.0 0.0 ... 0.00 4490.0 4526.0 TA
208 TA608 20251017 0.0 0.0 ... 0.00 4508.0 4538.0 TA
209 TA609 20251017 4556.0 4556.0 ... 1280.55 4518.0 4538.0 TA
210 UR510 20251017 1495.0 1500.0 ... 622.04 1495.0 1495.0 UR
211 UR511 20251017 1581.0 1584.0 ... 8656.18 1576.0 1573.0 UR
212 UR512 20251017 1587.0 1594.0 ... 21963.87 1587.0 1587.0 UR
213 UR601 20251017 1604.0 1608.0 ... 349464.13 1600.0 1597.0 UR
214 UR602 20251017 1614.0 1614.0 ... 14233.11 1606.0 1608.0 UR
215 UR603 20251017 1658.0 1667.0 ... 216.10 1662.0 1655.0 UR
216 UR604 20251017 1667.0 1670.0 ... 106.77 1668.0 1669.0 UR
217 UR605 20251017 1673.0 1679.0 ... 32217.57 1671.0 1670.0 UR
218 UR606 20251017 1681.0 1682.0 ... 160.98 1677.0 1674.0 UR
219 UR607 20251017 1714.0 1714.0 ... 23.95 1711.0 1707.0 UR
220 UR608 20251017 1709.0 1710.0 ... 20.49 1708.0 1706.0 UR
221 UR609 20251017 1704.0 1708.0 ... 228.34 1704.0 1704.0 UR
222 WH511 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 16:26:45,707 - future_1d - INFO - ak.get_czce_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 PS2510 20251017 0.0 ... 52545.0 52555.0 PS
1 PS2511 20251017 52020.0 ... 52250.0 51755.0 PS
2 PS2512 20251017 54450.0 ... 54780.0 54225.0 PS
3 PS2601 20251017 54475.0 ... 54780.0 54180.0 PS
4 PS2602 20251017 54100.0 ... 54550.0 53995.0 PS
5 PS2603 20251017 53690.0 ... 54420.0 53925.0 PS
6 PS2604 20251017 54140.0 ... 54355.0 53825.0 PS
7 PS2605 20251017 54200.0 ... 54265.0 53700.0 PS
8 PS2606 20251017 55605.0 ... 55905.0 55560.0 PS
9 PS2607 20251017 55040.0 ... 55630.0 55495.0 PS
10 PS2608 20251017 54770.0 ... 55400.0 55065.0 PS
11 PS2609 20251017 54505.0 ... 55225.0 54750.0 PS
13 SI2510 20251017 8615.0 ... 8615.0 8615.0 SI
14 SI2511 20251017 8580.0 ... 8490.0 8575.0 SI
15 SI2512 20251017 8985.0 ... 8900.0 8955.0 SI
16 SI2601 20251017 8945.0 ... 8850.0 8895.0 SI
17 SI2602 20251017 8945.0 ... 8850.0 8890.0 SI
18 SI2603 20251017 8915.0 ... 8835.0 8895.0 SI
19 SI2604 20251017 8855.0 ... 8865.0 8920.0 SI
20 SI2605 20251017 8960.0 ... 8875.0 8925.0 SI
21 SI2606 20251017 8950.0 ... 8890.0 8930.0 SI
22 SI2607 20251017 8990.0 ... 8890.0 8950.0 SI
23 SI2608 20251017 8940.0 ... 8900.0 8965.0 SI
24 SI2609 20251017 8970.0 ... 8930.0 8965.0 SI
27 LC2510 20251017 75300.0 ... 76180.0 73660.0 LC
28 LC2511 20251017 74900.0 ... 75760.0 73820.0 LC
29 LC2512 20251017 74980.0 ... 75940.0 74080.0 LC
30 LC2601 20251017 75200.0 ... 75900.0 74060.0 LC
31 LC2602 20251017 74760.0 ... 75580.0 73780.0 LC
32 LC2603 20251017 75700.0 ... 75440.0 73820.0 LC
33 LC2604 20251017 74940.0 ... 75880.0 74340.0 LC
34 LC2605 20251017 74960.0 ... 75960.0 74320.0 LC
35 LC2606 20251017 74920.0 ... 75900.0 74200.0 LC
36 LC2607 20251017 75000.0 ... 75580.0 74220.0 LC
37 LC2608 20251017 75020.0 ... 75740.0 74460.0 LC
38 LC2609 20251017 75000.0 ... 75980.0 74460.0 LC
[36 rows x 12 columns]
2025-10-17 16:26:45,804 - future_1d - INFO - ak.get_gfex_daily('2025-10-17') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251017 ... 84720 85040 CU
1 1 CU2512 20251017 ... 84760 85060 CU
2 2 CU2601 20251017 ... 84710 85010 CU
3 3 CU2602 20251017 ... 84610 84870 CU
4 4 CU2603 20251017 ... 84560 84830 CU
5 5 CU2604 20251017 ... 84440 84800 CU
6 6 CU2605 20251017 ... 84470 84710 CU
7 7 CU2606 20251017 ... 84350 84690 CU
8 8 CU2607 20251017 ... 84200 84460 CU
9 9 CU2608 20251017 ... 84120 84470 CU
10 10 CU2609 20251017 ... 83990 84310 CU
11 11 CU2610 20251017 ... 83980 84110 CU
12 12 BC2511 20251017 ... 75250 75500 BC
13 13 BC2512 20251017 ... 75350 75590 BC
14 14 BC2601 20251017 ... 75510 76570 BC
15 15 BC2602 20251017 ... 75800 75800 BC
16 16 BC2603 20251017 ... 75870 75870 BC
17 17 BC2604 20251017 ... 76440 76520 BC
18 18 BC2605 20251017 ... 75900 75900 BC
19 19 BC2606 20251017 ... 75880 75880 BC
20 20 BC2607 20251017 ... 76570 76570 BC
21 21 BC2608 20251017 ... 75800 75800 BC
22 22 BC2609 20251017 ... 76130 76130 BC
23 23 BC2610 20251017 ... 76130 76130 BC
24 24 AL2511 20251017 ... 20960 20910 AL
25 25 AL2512 20251017 ... 20990 20935 AL
26 26 AL2601 20251017 ... 20995 20940 AL
27 27 AL2602 20251017 ... 21005 20935 AL
28 28 AL2603 20251017 ... 21010 20955 AL
29 29 AL2604 20251017 ... 21025 20985 AL
30 30 AL2605 20251017 ... 21040 20990 AL
31 31 AL2606 20251017 ... 21040 21010 AL
32 32 AL2607 20251017 ... 21070 20970 AL
33 33 AL2608 20251017 ... 21025 20990 AL
34 34 AL2609 20251017 ... 21035 20970 AL
35 35 AL2610 20251017 ... 21060 20985 AL
36 36 ZN2511 20251017 ... 21910 21950 ZN
37 37 ZN2512 20251017 ... 21925 21980 ZN
38 38 ZN2601 20251017 ... 21955 22015 ZN
39 39 ZN2602 20251017 ... 21990 22050 ZN
40 40 ZN2603 20251017 ... 22005 22080 ZN
41 41 ZN2604 20251017 ... 22010 22120 ZN
42 42 ZN2605 20251017 ... 22065 22140 ZN
43 43 ZN2606 20251017 ... 22075 22175 ZN
44 44 ZN2607 20251017 ... 22175 22175 ZN
45 45 ZN2608 20251017 ... 22205 22225 ZN
46 46 ZN2609 20251017 ... 22195 22255 ZN
47 47 ZN2610 20251017 ... 22210 22100 ZN
48 48 PB2511 20251017 ... 17050 17115 PB
49 49 PB2512 20251017 ... 17070 17135 PB
50 50 PB2601 20251017 ... 17070 17135 PB
51 51 PB2602 20251017 ... 17070 17120 PB
52 52 PB2603 20251017 ... 17120 17170 PB
53 53 PB2604 20251017 ... 17120 17190 PB
54 54 PB2605 20251017 ... 17150 17230 PB
55 55 PB2606 20251017 ... 17205 17230 PB
56 56 PB2607 20251017 ... 17160 17160 PB
57 57 PB2608 20251017 ... 17235 17245 PB
58 58 PB2609 20251017 ... 17175 17255 PB
59 59 PB2610 20251017 ... 17230 17235 PB
60 60 NI2511 20251017 ... 121340 120920 NI
61 61 NI2512 20251017 ... 121490 121070 NI
62 62 NI2601 20251017 ... 121690 121290 NI
63 63 NI2602 20251017 ... 121870 121520 NI
64 64 NI2603 20251017 ... 122040 121790 NI
65 65 NI2604 20251017 ... 122430 122050 NI
66 66 NI2605 20251017 ... 122570 122200 NI
67 67 NI2606 20251017 ... 122810 122390 NI
68 68 NI2607 20251017 ... 123110 122720 NI
69 69 NI2608 20251017 ... 123310 123000 NI
70 70 NI2609 20251017 ... 124290 123310 NI
71 71 NI2610 20251017 ... 123530 123480 NI
72 72 SN2511 20251017 ... 281380 280030 SN
73 73 SN2512 20251017 ... 281840 280450 SN
74 74 SN2601 20251017 ... 281930 280580 SN
75 75 SN2602 20251017 ... 282070 280680 SN
76 76 SN2603 20251017 ... 281950 280540 SN
77 77 SN2604 20251017 ... 282360 280560 SN
78 78 SN2605 20251017 ... 282090 280280 SN
79 79 SN2606 20251017 ... 282500 280690 SN
80 80 SN2607 20251017 ... 282610 281020 SN
81 81 SN2608 20251017 ... 282980 281860 SN
82 82 SN2609 20251017 ... 283360 282990 SN
83 83 SN2610 20251017 ... 282070 282070 SN
84 84 AO2511 20251017 ... 2779 2763 AO
85 85 AO2512 20251017 ... 2788 2773 AO
86 86 AO2601 20251017 ... 2802 2784 AO
87 87 AO2602 20251017 ... 2821 2806 AO
88 88 AO2603 20251017 ... 2893 2878 AO
89 89 AO2604 20251017 ... 2906 2894 AO
90 90 AO2605 20251017 ... 2919 2900 AO
91 91 AO2606 20251017 ... 2928 2914 AO
92 92 AO2607 20251017 ... 2934 2923 AO
93 93 AO2608 20251017 ... 2941 2932 AO
94 94 AO2609 20251017 ... 2962 2949 AO
95 95 AO2610 20251017 ... 2976 2946 AO
96 96 AD2511 20251017 ... 20395 20370 AD
97 97 AD2512 20251017 ... 20475 20435 AD
98 98 AD2601 20251017 ... 20515 20480 AD
99 99 AD2602 20251017 ... 20495 20460 AD
100 100 AD2603 20251017 ... 20530 20420 AD
101 101 AD2604 20251017 ... 20420 20420 AD
102 102 AD2605 20251017 ... 20375 20405 AD
103 103 AD2606 20251017 ... 20300 20300 AD
104 104 AD2607 20251017 ... 20270 20270 AD
105 105 AD2608 20251017 ... 20390 20495 AD
106 106 AD2609 20251017 ... 20640 20495 AD
107 107 AD2610 20251017 ... 20495 20495 AD
108 108 AU2511 20251017 ... 988.7 963.74 AU
109 109 AU2512 20251017 ... 986.38 963 AU
110 110 AU2601 20251017 ... 989.44 966.54 AU
111 111 AU2602 20251017 ... 989.9 965.94 AU
112 112 AU2604 20251017 ... 992.24 967.76 AU
113 113 AU2606 20251017 ... 995.6 970.88 AU
114 114 AU2608 20251017 ... 997.1 973.76 AU
115 115 AU2610 20251017 ... 1000.74 976.74 AU
116 116 AG2511 20251017 ... 12215 12004 AG
117 117 AG2512 20251017 ... 12230 12002 AG
118 118 AG2601 20251017 ... 12236 12009 AG
119 119 AG2602 20251017 ... 12249 12026 AG
120 120 AG2603 20251017 ... 12258 12045 AG
121 121 AG2604 20251017 ... 12270 12045 AG
122 122 AG2605 20251017 ... 12282 12055 AG
123 123 AG2606 20251017 ... 12293 12077 AG
124 124 AG2607 20251017 ... 12316 12085 AG
125 125 AG2608 20251017 ... 12310 12095 AG
126 126 AG2609 20251017 ... 12327 12125 AG
127 127 AG2610 20251017 ... 12340 12147 AG
128 128 RB2511 20251017 ... 2985 2971 RB
129 129 RB2512 20251017 ... 3033 3017 RB
130 130 RB2601 20251017 ... 3046 3036 RB
131 131 RB2602 20251017 ... 3052 3043 RB
132 132 RB2603 20251017 ... 3075 3064 RB
133 133 RB2604 20251017 ... 3092 3079 RB
134 134 RB2605 20251017 ... 3103 3087 RB
135 135 RB2606 20251017 ... 3118 3103 RB
136 136 RB2607 20251017 ... 3125 3111 RB
137 137 RB2608 20251017 ... 3136 3122 RB
138 138 RB2609 20251017 ... 3139 3129 RB
139 139 RB2610 20251017 ... 3142 3134 RB
140 140 WR2511 20251017 ... 3270 3270 WR
141 141 WR2512 20251017 ... 3355 3353 WR
142 142 WR2601 20251017 ... 3365 3336 WR
143 143 WR2602 20251017 ... 3403 3383 WR
144 144 WR2603 20251017 ... 3361 3361 WR
145 145 WR2604 20251017 ... 3369 3369 WR
146 146 WR2605 20251017 ... 3365 3365 WR
147 147 WR2606 20251017 ... 3363 3363 WR
148 148 WR2607 20251017 ... 3416 3416 WR
149 149 WR2608 20251017 ... 3461 3461 WR
150 150 WR2609 20251017 ... 3430 3430 WR
151 151 WR2610 20251017 ... 3430 3430 WR
152 152 HC2511 20251017 ... 3265 3255 HC
153 153 HC2512 20251017 ... 3255 3249 HC
154 154 HC2601 20251017 ... 3219 3209 HC
155 155 HC2602 20251017 ... 3226 3215 HC
156 156 HC2603 20251017 ... 3226 3215 HC
157 157 HC2604 20251017 ... 3230 3215 HC
158 158 HC2605 20251017 ... 3234 3220 HC
159 159 HC2606 20251017 ... 3228 3226 HC
160 160 HC2607 20251017 ... 3244 3228 HC
161 161 HC2608 20251017 ... 3249 3231 HC
162 162 HC2609 20251017 ... 3252 3240 HC
163 163 HC2610 20251017 ... 3256 3240 HC
164 164 SS2511 20251017 ... 12585 12515 SS
165 165 SS2512 20251017 ... 12615 12545 SS
166 166 SS2601 20251017 ... 12705 12635 SS
167 167 SS2602 20251017 ... 12760 12690 SS
168 168 SS2603 20251017 ... 12845 12760 SS
169 169 SS2604 20251017 ... 12910 12845 SS
170 170 SS2605 20251017 ... 12965 12910 SS
171 171 SS2606 20251017 ... 13045 12960 SS
172 172 SS2607 20251017 ... 13085 13000 SS
173 173 SS2608 20251017 ... 13125 13080 SS
174 174 SS2609 20251017 ... 13175 13120 SS
175 175 SS2610 20251017 ... 13230 13210 SS
176 176 SC2511 20251017 ... 437.9 443.2 SC
177 177 SC2512 20251017 ... 439.6 445.6 SC
178 178 SC2601 20251017 ... 439.5 446 SC
179 179 SC2602 20251017 ... 439.2 446.7 SC
180 180 SC2603 20251017 ... 440.6 447.3 SC
181 181 SC2604 20251017 ... 439.7 448.3 SC
182 182 SC2605 20251017 ... 440.6 449.4 SC
183 183 SC2606 20251017 ... 441.9 449.9 SC
184 184 SC2607 20251017 ... 444 451.9 SC
185 185 SC2608 20251017 ... 445.5 452.2 SC
186 186 SC2609 20251017 ... 445.7 451.7 SC
187 187 SC2610 20251017 ... 447.3 449.7 SC
188 188 SC2612 20251017 ... 445.6 451.8 SC
189 189 SC2703 20251017 ... 448.1 450.7 SC
190 190 SC2706 20251017 ... 451.7 453.6 SC
191 191 SC2709 20251017 ... 450.2 450.2 SC
192 192 SC2712 20251017 ... 445.2 450.6 SC
193 193 SC2803 20251017 ... 446 449.9 SC
194 194 SC2806 20251017 ... 447.1 453.5 SC
195 195 SC2809 20251017 ... 449.2 451.8 SC
196 196 LU2511 20251017 ... 3069 3147 LU
197 197 LU2512 20251017 ... 3096 3163 LU
198 198 LU2601 20251017 ... 3101 3163 LU
199 199 LU2602 20251017 ... 3115 3166 LU
200 200 LU2603 20251017 ... 3116 3165 LU
201 201 LU2604 20251017 ... 3112 3176 LU
202 202 LU2605 20251017 ... 3111 3184 LU
203 203 LU2606 20251017 ... 3117 3192 LU
204 204 LU2607 20251017 ... 3143 3191 LU
205 205 LU2608 20251017 ... 3133 3192 LU
206 206 LU2609 20251017 ... 3154 3192 LU
207 207 LU2610 20251017 ... 3129 3185 LU
208 208 FU2511 20251017 ... 2719 2761 FU
209 209 FU2512 20251017 ... 2674 2718 FU
210 210 FU2601 20251017 ... 2644 2694 FU
211 211 FU2602 20251017 ... 2631 2675 FU
212 212 FU2603 20251017 ... 2620 2666 FU
213 213 FU2604 20251017 ... 2618 2663 FU
214 214 FU2605 20251017 ... 2613 2657 FU
215 215 FU2606 20251017 ... 2609 2647 FU
216 216 FU2607 20251017 ... 2602 2642 FU
217 217 FU2608 20251017 ... 2574 2612 FU
218 218 FU2609 20251017 ... 2575 2606 FU
219 219 FU2610 20251017 ... 2564 2595 FU
220 220 BU2511 20251017 ... 3247 3265 BU
221 221 BU2512 20251017 ... 3172 3191 BU
222 222 BU2601 20251017 ... 3137 3161 BU
223 223 BU2602 20251017 ... 3146 3171 BU
224 224 BU2603 20251017 ... 3164 3195 BU
225 225 BU2604 20251017 ... 3171 3199 BU
226 226 BU2605 20251017 ... 3177 3202 BU
227 227 BU2606 20251017 ... 3182 3206 BU
228 228 BU2607 20251017 ... 3186 3213 BU
229 229 BU2608 20251017 ... 3177 3202 BU
230 230 BU2609 20251017 ... 3184 3208 BU
231 231 BU2610 20251017 ... 3168 3187 BU
232 232 BU2612 20251017 ... 3125 3149 BU
233 233 BU2703 20251017 ... 3150 3154 BU
234 234 BU2706 20251017 ... 3151 3168 BU
235 235 BU2709 20251017 ... 3158 3171 BU
236 236 BR2511 20251017 ... 11035 11005 BR
237 237 BR2512 20251017 ... 10940 10930 BR
238 238 BR2601 20251017 ... 10915 10930 BR
239 239 BR2602 20251017 ... 10890 10925 BR
240 240 BR2603 20251017 ... 10880 10890 BR
241 241 BR2604 20251017 ... 10850 10875 BR
242 242 BR2605 20251017 ... 10945 10915 BR
243 243 BR2606 20251017 ... 10910 10980 BR
244 244 BR2607 20251017 ... 11150 11065 BR
245 245 BR2608 20251017 ... 11185 11080 BR
246 246 BR2609 20251017 ... 11245 11180 BR
247 247 BR2610 20251017 ... 11215 11080 BR
248 248 RU2511 20251017 ... 14065 14105 RU
249 249 RU2601 20251017 ... 14820 14845 RU
250 250 RU2603 20251017 ... 14810 14820 RU
251 251 RU2604 20251017 ... 14800 14885 RU
252 252 RU2605 20251017 ... 14790 14830 RU
253 253 RU2606 20251017 ... 14815 14815 RU
254 254 RU2607 20251017 ... 14840 14885 RU
255 255 RU2608 20251017 ... 14810 14865 RU
256 256 RU2609 20251017 ... 14815 14825 RU
257 257 RU2610 20251017 ... 14855 14810 RU
258 258 NR2511 20251017 ... 12340 12295 NR
259 259 NR2512 20251017 ... 12290 12245 NR
260 260 NR2601 20251017 ... 12215 12215 NR
261 261 NR2602 20251017 ... 12155 12195 NR
262 262 NR2603 20251017 ... 12120 12185 NR
263 263 NR2604 20251017 ... 12120 12145 NR
264 264 NR2605 20251017 ... 12120 12165 NR
265 265 NR2606 20251017 ... 12125 12140 NR
266 266 NR2607 20251017 ... 12145 12100 NR
267 267 NR2608 20251017 ... 12175 12090 NR
268 268 NR2609 20251017 ... 12215 12180 NR
269 269 NR2610 20251017 ... 12265 12185 NR
270 270 SP2511 20251017 ... 4850 4850 SP
271 271 SP2512 20251017 ... 4870 4874 SP
272 272 SP2601 20251017 ... 5124 5154 SP
273 273 SP2602 20251017 ... 5142 5168 SP
274 274 SP2603 20251017 ... 5156 5188 SP
275 275 SP2604 20251017 ... 5174 5196 SP
276 276 SP2605 20251017 ... 5186 5220 SP
277 277 SP2606 20251017 ... 5184 5228 SP
278 278 SP2607 20251017 ... 5190 5220 SP
279 279 SP2608 20251017 ... 5196 5234 SP
280 280 SP2609 20251017 ... 5186 5220 SP
281 281 SP2610 20251017 ... 5190 5244 SP
282 282 OP2601 20251017 ... 4206 4210 OP
283 283 OP2602 20251017 ... 4220 4224 OP
284 284 OP2603 20251017 ... 4216 4216 OP
285 285 OP2604 20251017 ... 4228 4232 OP
286 286 OP2605 20251017 ... 4216 4216 OP
287 287 OP2606 20251017 ... 4198 4184 OP
288 288 OP2607 20251017 ... 4242 4242 OP
289 289 OP2608 20251017 ... 4258 4268 OP
290 290 OP2609 20251017 ... 4220 4220 OP
291 291 OP2610 20251017 ... 4220 4220 OP
292 292 EC2510 20251017 ... 1098.8 1112 EC
293 293 EC2512 20251017 ... 1658.2 1663 EC
294 294 EC2602 20251017 ... 1459.8 1427.9 EC
295 295 EC2604 20251017 ... 1126.4 1114.5 EC
296 296 EC2606 20251017 ... 1288.5 1283.7 EC
297 297 EC2608 20251017 ... 1411.4 1418.2 EC
298 298 SC_TAS2511 20251017 ... SC_TAS
299 299 SC_TAS2512 20251017 ... SC_TAS
300 300 SC_TAS2601 20251017 ... SC_TAS
301 301 SC_TAS2602 20251017 ... SC_TAS
[302 rows x 13 columns]
2025-10-17 16:26:45,912 - future_1d - INFO - ak.get_shfe_daily('2025-10-17') done
2025-10-17 16:26:47,728 - future_1d - INFO - save future_daily 2025-10-17 add
2025-10-17 16:26:47,734 - future_1d - INFO - 0 1 2 3 4
symbol a2511 a2601 a2603 a2605 a2607
date 2025-10-17 2025-10-17 2025-10-17 2025-10-17 2025-10-17
opencol 4012.0 4026.0 4016.0 4056.0 4055.0
high 4028.0 4045.0 4044.0 4079.0 4068.0
low 3970.0 4021.0 4016.0 4056.0 4048.0
close 4009.0 4028.0 4030.0 4061.0 4055.0
volume 43233.0 125719.0 9998.0 2082.0 3314.0
open_interest 51283.0 212025.0 41339.0 12123.0 13680.0
turnover 173488.51 507197.22 40335.86 8465.92 13457.33
settle 4012.0 4034.0 4034.0 4066.0 4060.0
pre_settle 4000.0 4020.0 4022.0 4053.0 4049.0
variety A A A A A
exchange DCE DCE DCE DCE DCE
comd a a a a a
contract a2511 a2601 a2603 a2605 a2607
contract_yymm 2511 2601 2603 2605 2607
maturity_month 1 3 5 7 9
maturity_day 15 76 135 196 257
=========================================================================
2025-10-17 18:25:44 Fri START TASK.01 future_1d future_daily
=========================================================================
2025-10-17 18:25:47,171 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251009 9180.0 9180.0 ... 606.76 9056.0 8739.0 AP
1 AP511 20251009 8609.0 8772.0 ... 24312.56 8692.0 8550.0 AP
2 AP512 20251009 8568.0 8758.0 ... 4491.72 8655.0 8535.0 AP
3 AP601 20251009 8700.0 8818.0 ... 1078250.16 8691.0 8577.0 AP
4 AP603 20251009 8503.0 8637.0 ... 3828.77 8527.0 8413.0 AP
5 AP604 20251009 8499.0 8623.0 ... 1124.27 8517.0 8390.0 AP
6 AP605 20251009 8551.0 8654.0 ... 31815.85 8564.0 8429.0 AP
7 CF511 20251009 13165.0 13320.0 ... 101359.17 13255.0 13225.0 CF
8 CF601 20251009 13180.0 13345.0 ... 1670284.31 13290.0 13245.0 CF
9 CF603 20251009 13205.0 13345.0 ... 120491.38 13295.0 13235.0 CF
10 CF605 20251009 13240.0 13390.0 ... 319097.65 13330.0 13265.0 CF
11 CF607 20251009 13300.0 13400.0 ... 1389.53 13360.0 13280.0 CF
12 CF609 20251009 13480.0 13560.0 ... 2601.35 13515.0 13440.0 CF
13 CJ512 20251009 10720.0 10935.0 ... 3592.80 10805.0 10715.0 CJ
14 CJ601 20251009 10880.0 11030.0 ... 903134.86 10895.0 10790.0 CJ
15 CJ603 20251009 10835.0 10975.0 ... 17725.72 10845.0 10725.0 CJ
16 CJ605 20251009 10965.0 11090.0 ... 181938.29 10955.0 10835.0 CJ
17 CJ607 20251009 11045.0 11150.0 ... 2912.65 11035.0 10900.0 CJ
18 CJ609 20251009 11145.0 11260.0 ... 1434.59 11165.0 11025.0 CJ
19 CY510 20251009 0.0 0.0 ... 0.00 19480.0 19465.0 CY
20 CY511 20251009 19385.0 19550.0 ... 27406.98 19470.0 19395.0 CY
21 CY512 20251009 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251009 19380.0 19480.0 ... 39105.58 19380.0 19365.0 CY
23 CY602 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251009 19450.0 19450.0 ... 9.73 19450.0 19730.0 CY
25 CY604 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251009 0.0 0.0 ... 0.00 19475.0 19455.0 CY
27 CY606 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251009 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251009 19200.0 20090.0 ... 38.67 19335.0 19550.0 CY
30 CY609 20251009 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251009 1108.0 1108.0 ... 376.47 1101.0 1108.0 FG
32 FG511 20251009 1110.0 1119.0 ... 97334.72 1107.0 1112.0 FG
33 FG512 20251009 1219.0 1236.0 ... 43972.59 1220.0 1232.0 FG
34 FG601 20251009 1217.0 1233.0 ... 3527665.61 1215.0 1230.0 FG
35 FG602 20251009 1274.0 1285.0 ... 30274.50 1272.0 1286.0 FG
36 FG603 20251009 1274.0 1288.0 ... 25672.64 1276.0 1286.0 FG
37 FG604 20251009 1330.0 1348.0 ... 582.20 1335.0 1347.0 FG
38 FG605 20251009 1322.0 1346.0 ... 139714.63 1334.0 1344.0 FG
39 FG606 20251009 1372.0 1375.0 ... 3235.23 1369.0 1380.0 FG
40 FG607 20251009 1354.0 1367.0 ... 2229.94 1356.0 1372.0 FG
41 FG608 20251009 1409.0 1412.0 ... 1360.40 1400.0 1413.0 FG
42 FG609 20251009 1401.0 1415.0 ... 4759.90 1403.0 1414.0 FG
43 JR511 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251009 2246.0 2246.0 ... 830.10 2202.0 2254.0 MA
52 MA511 20251009 2263.0 2269.0 ... 38230.47 2245.0 2285.0 MA
53 MA512 20251009 2298.0 2307.0 ... 31495.53 2276.0 2322.0 MA
54 MA601 20251009 2321.0 2326.0 ... 1253950.85 2298.0 2340.0 MA
55 MA602 20251009 2352.0 2360.0 ... 31262.55 2325.0 2369.0 MA
56 MA603 20251009 2367.0 2378.0 ... 21746.04 2350.0 2383.0 MA
57 MA604 20251009 2372.0 2372.0 ... 87.32 2360.0 2379.0 MA
58 MA605 20251009 2366.0 2372.0 ... 156632.54 2355.0 2373.0 MA
59 MA606 20251009 2367.0 2367.0 ... 9.43 2358.0 2381.0 MA
60 MA607 20251009 2351.0 2351.0 ... 42.05 2336.0 2352.0 MA
61 MA608 20251009 2359.0 2360.0 ... 35.18 2345.0 2356.0 MA
62 MA609 20251009 2331.0 2342.0 ... 2443.41 2325.0 2335.0 MA
63 OI511 20251009 10221.0 10427.0 ... 213930.04 10352.0 10215.0 OI
64 OI601 20251009 10160.0 10266.0 ... 2140115.76 10197.0 10046.0 OI
65 OI603 20251009 9914.0 10032.0 ... 131943.23 9966.0 9827.0 OI
66 OI605 20251009 9619.0 9749.0 ... 128642.37 9683.0 9522.0 OI
67 OI607 20251009 9571.0 9653.0 ... 509.51 9613.0 9474.0 OI
68 OI609 20251009 9500.0 9596.0 ... 763.74 9547.0 9416.0 OI
69 PF510 20251009 6254.0 6304.0 ... 71.88 6250.0 6266.0 PF
70 PF511 20251009 6272.0 6310.0 ... 329022.26 6274.0 6274.0 PF
71 PF512 20251009 6236.0 6250.0 ... 204278.61 6214.0 6240.0 PF
72 PF601 20251009 6272.0 6294.0 ... 63811.44 6258.0 6282.0 PF
73 PF602 20251009 6272.0 6288.0 ... 46188.89 6236.0 6274.0 PF
74 PF603 20251009 6268.0 6268.0 ... 11140.43 6232.0 6294.0 PF
75 PF604 20251009 6312.0 6312.0 ... 15.72 6288.0 6346.0 PF
76 PF605 20251009 6332.0 6344.0 ... 85.11 6304.0 6352.0 PF
77 PF606 20251009 6340.0 6340.0 ... 6.34 6336.0 6362.0 PF
78 PF607 20251009 6330.0 6330.0 ... 3.17 6330.0 6400.0 PF
79 PF608 20251009 0.0 0.0 ... 0.00 6376.0 6418.0 PF
80 PF609 20251009 0.0 0.0 ... 0.00 6390.0 6404.0 PF
81 PK510 20251009 7452.0 7630.0 ... 312.42 7620.0 7688.0 PK
82 PK511 20251009 7828.0 7828.0 ... 332275.29 7712.0 7770.0 PK
83 PK512 20251009 7794.0 7806.0 ... 95956.90 7704.0 7768.0 PK
84 PK601 20251009 7800.0 7802.0 ... 127887.54 7748.0 7782.0 PK
85 PK603 20251009 7810.0 7822.0 ... 9684.64 7782.0 7802.0 PK
86 PK604 20251009 7824.0 7856.0 ... 826.21 7832.0 7816.0 PK
87 PK605 20251009 7850.0 7874.0 ... 10360.89 7840.0 7822.0 PK
88 PL601 20251009 6329.0 6329.0 ... 57138.73 6219.0 6343.0 PL
89 PL602 20251009 6284.0 6284.0 ... 350.16 6253.0 6382.0 PL
90 PL603 20251009 6268.0 6268.0 ... 25.03 6257.0 6387.0 PL
91 PL604 20251009 0.0 0.0 ... 0.00 6363.0 6363.0 PL
92 PL605 20251009 6268.0 6268.0 ... 223.77 6216.0 6331.0 PL
93 PL606 20251009 6290.0 6290.0 ... 12.58 6290.0 6378.0 PL
94 PL607 20251009 6213.0 6320.0 ... 25.07 6267.0 6334.0 PL
95 PL608 20251009 0.0 0.0 ... 0.00 6433.0 6440.0 PL
96 PL609 20251009 0.0 0.0 ... 0.00 6346.0 6490.0 PL
97 PM511 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251009 5758.0 5758.0 ... 17.21 5738.0 5792.0 PR
104 PR511 20251009 5750.0 5774.0 ... 125201.90 5736.0 5754.0 PR
105 PR512 20251009 5738.0 5758.0 ... 171325.02 5726.0 5754.0 PR
106 PR601 20251009 5730.0 5750.0 ... 114113.86 5714.0 5748.0 PR
107 PR602 20251009 5782.0 5782.0 ... 6054.90 5750.0 5782.0 PR
108 PR603 20251009 5786.0 5806.0 ... 207.66 5768.0 5794.0 PR
109 PR604 20251009 5818.0 5852.0 ... 174.10 5804.0 5830.0 PR
110 PR605 20251009 5866.0 5898.0 ... 191.64 5808.0 5864.0 PR
111 PR606 20251009 5816.0 5872.0 ... 17.53 5844.0 5902.0 PR
112 PR607 20251009 5908.0 5908.0 ... 35.03 5840.0 5904.0 PR
113 PR608 20251009 5770.0 5770.0 ... 8.66 5770.0 5906.0 PR
114 PR609 20251009 0.0 0.0 ... 0.00 5870.0 5904.0 PR
115 PX510 20251009 6620.0 6620.0 ... 51.66 6458.0 6620.0 PX
116 PX511 20251009 6556.0 6598.0 ... 349672.10 6528.0 6566.0 PX
117 PX512 20251009 6540.0 6574.0 ... 115972.60 6518.0 6558.0 PX
118 PX601 20251009 6530.0 6568.0 ... 177334.52 6522.0 6562.0 PX
119 PX602 20251009 6566.0 6578.0 ... 68287.39 6524.0 6570.0 PX
120 PX603 20251009 6532.0 6576.0 ... 50412.89 6516.0 6584.0 PX
121 PX604 20251009 6492.0 6562.0 ... 6.53 6528.0 6620.0 PX
122 PX605 20251009 6576.0 6592.0 ... 1929.84 6542.0 6602.0 PX
123 PX606 20251009 0.0 0.0 ... 0.00 6600.0 6600.0 PX
124 PX607 20251009 6622.0 6622.0 ... 3.31 6622.0 6636.0 PX
125 PX608 20251009 0.0 0.0 ... 0.00 6624.0 6644.0 PX
126 PX609 20251009 6526.0 6600.0 ... 9.86 6574.0 6578.0 PX
127 RI511 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251009 2510.0 2516.0 ... 14228.89 2491.0 2490.0 RM
134 RM601 20251009 2441.0 2455.0 ... 501267.72 2429.0 2427.0 RM
135 RM603 20251009 2333.0 2350.0 ... 4343.72 2339.0 2339.0 RM
136 RM605 20251009 2332.0 2340.0 ... 72033.98 2330.0 2325.0 RM
137 RM607 20251009 2322.0 2329.0 ... 3089.16 2321.0 2316.0 RM
138 RM608 20251009 2423.0 2430.0 ... 198.73 2424.0 2418.0 RM
139 RM609 20251009 2415.0 2420.0 ... 1357.93 2412.0 2409.0 RM
140 RS511 20251009 5250.0 5250.0 ... 47.00 5223.0 5282.0 RS
141 RS607 20251009 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251009 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251009 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251009 1171.0 1172.0 ... 3552.39 1163.0 1184.0 SA
145 SA511 20251009 1194.0 1196.0 ... 105802.19 1181.0 1200.0 SA
146 SA512 20251009 1247.0 1257.0 ... 117157.00 1240.0 1263.0 SA
147 SA601 20251009 1256.0 1268.0 ... 1891876.84 1251.0 1272.0 SA
148 SA602 20251009 1294.0 1304.0 ... 102481.15 1288.0 1306.0 SA
149 SA603 20251009 1297.0 1308.0 ... 84438.50 1293.0 1310.0 SA
150 SA604 20251009 1343.0 1353.0 ... 4001.08 1335.0 1356.0 SA
151 SA605 20251009 1346.0 1360.0 ... 122538.83 1343.0 1363.0 SA
152 SA606 20251009 1374.0 1376.0 ... 762.44 1361.0 1379.0 SA
153 SA607 20251009 1372.0 1378.0 ... 1276.17 1363.0 1379.0 SA
154 SA608 20251009 1413.0 1413.0 ... 880.30 1402.0 1417.0 SA
155 SA609 20251009 1415.0 1421.0 ... 3530.95 1407.0 1424.0 SA
156 SF510 20251009 5270.0 5318.0 ... 887.01 5312.0 5356.0 SF
157 SF511 20251009 5502.0 5510.0 ... 358884.87 5472.0 5534.0 SF
158 SF512 20251009 5470.0 5490.0 ... 80190.55 5448.0 5506.0 SF
159 SF601 20251009 5478.0 5480.0 ... 161858.23 5448.0 5504.0 SF
160 SF602 20251009 5436.0 5452.0 ... 36060.99 5404.0 5462.0 SF
161 SF603 20251009 5604.0 5614.0 ... 24688.94 5580.0 5636.0 SF
162 SF604 20251009 5600.0 5600.0 ... 13.97 5588.0 5622.0 SF
163 SF605 20251009 5598.0 5600.0 ... 3126.79 5564.0 5608.0 SF
164 SF606 20251009 5540.0 5566.0 ... 66.40 5534.0 5580.0 SF
165 SF607 20251009 5700.0 5710.0 ... 37.03 5698.0 5742.0 SF
166 SF608 20251009 5682.0 5682.0 ... 2.84 5682.0 5734.0 SF
167 SF609 20251009 5668.0 5688.0 ... 25.53 5674.0 5714.0 SF
168 SH510 20251009 2465.0 2466.0 ... 1370.59 2443.0 2484.0 SH
169 SH511 20251009 2480.0 2487.0 ... 349904.04 2433.0 2484.0 SH
170 SH512 20251009 2525.0 2533.0 ... 126039.38 2479.0 2525.0 SH
171 SH601 20251009 2520.0 2526.0 ... 2154307.81 2469.0 2515.0 SH
172 SH602 20251009 2551.0 2551.0 ... 142219.27 2503.0 2545.0 SH
173 SH603 20251009 2495.0 2550.0 ... 110848.97 2513.0 2561.0 SH
174 SH604 20251009 2571.0 2574.0 ... 299.24 2558.0 2602.0 SH
175 SH605 20251009 2615.0 2615.0 ... 17219.13 2564.0 2606.0 SH
176 SH606 20251009 2595.0 2604.0 ... 325.22 2581.0 2628.0 SH
177 SH607 20251009 2590.0 2605.0 ... 154.16 2569.0 2619.0 SH
178 SH608 20251009 2593.0 2629.0 ... 171.00 2591.0 2631.0 SH
179 SH609 20251009 2638.0 2638.0 ... 148.57 2606.0 2645.0 SH
180 SM510 20251009 0.0 0.0 ... 0.00 5646.0 5646.0 SM
181 SM511 20251009 5772.0 5772.0 ... 40594.04 5746.0 5750.0 SM
182 SM512 20251009 5758.0 5772.0 ... 77416.62 5748.0 5752.0 SM
183 SM601 20251009 5766.0 5778.0 ... 441308.37 5756.0 5768.0 SM
184 SM602 20251009 5776.0 5786.0 ... 209724.76 5760.0 5776.0 SM
185 SM603 20251009 5786.0 5800.0 ... 227429.72 5774.0 5786.0 SM
186 SM604 20251009 5794.0 5794.0 ... 2.90 5794.0 5790.0 SM
187 SM605 20251009 5796.0 5816.0 ... 15813.80 5796.0 5808.0 SM
188 SM606 20251009 5782.0 5816.0 ... 8.69 5796.0 5814.0 SM
189 SM607 20251009 5796.0 5832.0 ... 8.71 5810.0 5824.0 SM
190 SM608 20251009 0.0 0.0 ... 0.00 5848.0 5848.0 SM
191 SM609 20251009 5826.0 5850.0 ... 1463.12 5842.0 5842.0 SM
192 SR511 20251009 5527.0 5578.0 ... 57161.25 5552.0 5527.0 SR
193 SR601 20251009 5498.0 5542.0 ... 1084646.31 5517.0 5490.0 SR
194 SR603 20251009 5482.0 5524.0 ... 92166.09 5507.0 5468.0 SR
195 SR605 20251009 5468.0 5502.0 ... 78376.35 5481.0 5450.0 SR
196 SR607 20251009 5460.0 5498.0 ... 3454.38 5474.0 5441.0 SR
197 SR609 20251009 5461.0 5502.0 ... 3959.40 5484.0 5444.0 SR
198 TA510 20251009 4532.0 4548.0 ... 2697.22 4514.0 4544.0 TA
199 TA511 20251009 4560.0 4580.0 ... 164194.02 4544.0 4574.0 TA
200 TA512 20251009 4572.0 4588.0 ... 88961.68 4552.0 4584.0 TA
201 TA601 20251009 4570.0 4602.0 ... 1282595.32 4564.0 4598.0 TA
202 TA602 20251009 4588.0 4610.0 ... 28680.03 4572.0 4604.0 TA
203 TA603 20251009 4598.0 4618.0 ... 9536.24 4590.0 4622.0 TA
204 TA604 20251009 4600.0 4600.0 ... 32.12 4590.0 4624.0 TA
205 TA605 20251009 4620.0 4642.0 ... 64664.27 4612.0 4640.0 TA
206 TA606 20251009 0.0 0.0 ... 0.00 4644.0 4652.0 TA
207 TA607 20251009 0.0 0.0 ... 0.00 4652.0 4652.0 TA
208 TA608 20251009 4632.0 4632.0 ... 2.32 4632.0 4690.0 TA
209 TA609 20251009 4668.0 4682.0 ... 731.37 4658.0 4680.0 TA
210 UR510 20251009 1520.0 1520.0 ... 485.01 1516.0 1543.0 UR
211 UR511 20251009 1617.0 1619.0 ... 26965.19 1593.0 1639.0 UR
212 UR512 20251009 1631.0 1634.0 ... 25588.16 1600.0 1651.0 UR
213 UR601 20251009 1648.0 1648.0 ... 821537.42 1619.0 1666.0 UR
214 UR602 20251009 1651.0 1654.0 ... 23156.99 1620.0 1673.0 UR
215 UR603 20251009 1685.0 1691.0 ... 474.75 1672.0 1714.0 UR
216 UR604 20251009 1679.0 1679.0 ... 60.18 1672.0 1714.0 UR
217 UR605 20251009 1704.0 1704.0 ... 57571.94 1681.0 1715.0 UR
218 UR606 20251009 1710.0 1710.0 ... 1116.39 1686.0 1716.0 UR
219 UR607 20251009 1737.0 1737.0 ... 92.96 1722.0 1743.0 UR
220 UR608 20251009 1735.0 1735.0 ... 65.21 1716.0 1737.0 UR
221 UR609 20251009 1720.0 1720.0 ... 689.09 1706.0 1737.0 UR
222 WH511 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:25:47,575 - future_1d - INFO - ak.get_czce_daily('2025-10-09') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251009 470.9 472.5 ... 2084237.8 468.7 480.5 SC
1 SC2512 20251009 472 474.9 ... 1261843.21 471.4 482 SC
2 SC2601 20251009 474.1 474.2 ... 524626.75 471.2 481.6 SC
3 SC2602 20251009 472.9 473.3 ... 28075.25 470.2 481.1 SC
4 SC2603 20251009 472.1 473 ... 15122.65 469.6 480.5 SC
5 SC2604 20251009 471 472.7 ... 6857.14 469.6 480.4 SC
6 SC2605 20251009 478.1 478.1 ... 5740.53 470.5 482.3 SC
7 SC2606 20251009 466.2 472.1 ... 18476.2 468.9 479.5 SC
8 SC2607 20251009 477 477 ... 282.52 470.8 478.7 SC
9 SC2608 20251009 469.5 471.3 ... 469.55 469.5 477.6 SC
10 SC2609 20251009 466.2 471.1 ... 1222.99 470.3 478.3 SC
11 SC2610 20251009 ... 0 471 478.3 SC
12 SC2612 20251009 465.3 465.3 ... 185.52 463.8 473.7 SC
13 SC2703 20251009 ... 0 472 472.1 SC
14 SC2706 20251009 ... 0 469.9 473 SC
15 SC2709 20251009 ... 0 469.4 476.2 SC
16 SC2712 20251009 ... 0 465.9 474 SC
17 SC2803 20251009 458 458 ... 91.6 458 475.1 SC
18 SC2806 20251009 458.7 460 ... 1001.62 455.2 465.8 SC
19 SC2809 20251009 459 459 ... 91.64 458.2 465.9 SC
21 LU2511 20251009 3328 3360 ... 100605.809 3329 3402 LU
22 LU2512 20251009 3349 3360 ... 156925.469 3342 3417 LU
23 LU2601 20251009 3346 3346 ... 81003.807 3326 3398 LU
24 LU2602 20251009 3329 3332 ... 3315.233 3318 3400 LU
25 LU2603 20251009 3377 3377 ... 379.372 3327 3375 LU
26 LU2604 20251009 3299 3305 ... 29.7 3300 3371 LU
27 LU2605 20251009 3255 3301 ... 16.394 3278 3358 LU
28 LU2606 20251009 3284 3298 ... 13.156 3289 3361 LU
29 LU2607 20251009 3278 3284 ... 16.383 3276 3353 LU
30 LU2608 20251009 3270 3273 ... 13.085 3271 3329 LU
31 LU2609 20251009 3280 3280 ... 29.407 3267 3317 LU
32 LU2610 20251009 ... 0 3267 3317 LU
34 NR2510 20251009 11360 12380 ... 855.45 12220 12200 NR
35 NR2511 20251009 12200 12490 ... 862883.4 12385 12240 NR
36 NR2512 20251009 12200 12485 ... 445589.105 12385 12255 NR
37 NR2601 20251009 12200 12490 ... 207180.275 12410 12285 NR
38 NR2602 20251009 12320 12435 ... 8979.275 12400 12260 NR
39 NR2603 20251009 12230 12415 ... 5179.585 12390 12280 NR
40 NR2604 20251009 12395 12555 ... 4139.045 12390 12285 NR
41 NR2605 20251009 12490 12490 ... 745.74 12425 12350 NR
42 NR2606 20251009 12475 12520 ... 87.31 12470 12415 NR
43 NR2607 20251009 12550 12550 ... 50.15 12535 12535 NR
44 NR2608 20251009 12585 12585 ... 75.445 12570 12555 NR
45 NR2609 20251009 ... 0 12510 12510 NR
47 BC2510 20251009 76000 76200 ... 570.5 76060 73830 BC
48 BC2511 20251009 75270 77440 ... 327729.33 76560 74070 BC
49 BC2512 20251009 76140 77490 ... 17526.86 76870 74340 BC
50 BC2601 20251009 ... 0 76900 73700 BC
51 BC2602 20251009 ... 0 76900 73700 BC
52 BC2603 20251009 77440 77500 ... 77.47 77470 74550 BC
53 BC2604 20251009 ... 0 77000 73400 BC
54 BC2605 20251009 ... 0 75900 72900 BC
55 BC2606 20251009 ... 0 75880 72960 BC
56 BC2607 20251009 ... 0 75800 72900 BC
57 BC2608 20251009 ... 0 75800 73280 BC
58 BC2609 20251009 ... 0 75710 73400 BC
60 EC2510 20251009 1100 1135 ... 86570.306 1112.5 1122.1 EC
61 EC2512 20251009 1672 1711.5 ... 336268.582 1620.2 1719.1 EC
62 EC2602 20251009 1400 1550 ... 90221.1205 1410.9 1628.2 EC
63 EC2604 20251009 1100 1150 ... 36389.341 1108.4 1243.6 EC
64 EC2606 20251009 1243.2 1349.9 ... 6408.4725 1294.6 1445.6 EC
65 EC2608 20251009 1400 1459 ... 4600.576 1415.5 1595.7 EC
68 SC_TAS2511 20251009 ... SC_TAS
69 SC_TAS2512 20251009 ... SC_TAS
70 SC_TAS2601 20251009 ... SC_TAS
71 SC_TAS2602 20251009 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 18:25:47,711 - future_1d - INFO - ak.get_ine_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 a2511 20251009 3930.0 ... 3960.0 3929.00 A
1 a2601 20251009 3910.0 ... 3948.0 3903.00 A
2 a2603 20251009 3915.0 ... 3947.0 3903.00 A
3 a2605 20251009 3960.0 ... 3977.0 3935.00 A
4 a2607 20251009 3942.0 ... 3973.0 3933.00 A
5 a2609 20251009 3944.0 ... 3973.0 3938.00 A
6 b2510 20251009 3630.0 ... 3648.0 3607.00 B
7 b2511 20251009 3632.0 ... 3633.0 3599.00 B
8 b2512 20251009 3639.0 ... 3647.0 3615.00 B
9 b2601 20251009 3651.0 ... 3647.0 3616.00 B
10 b2602 20251009 3642.0 ... 3655.0 3630.00 B
11 b2603 20251009 3617.0 ... 3621.0 3589.00 B
12 b2604 20251009 3517.0 ... 3521.0 3491.00 B
13 b2605 20251009 3437.0 ... 3450.0 3425.00 B
14 b2606 20251009 3420.0 ... 3423.0 3395.00 B
15 b2607 20251009 3425.0 ... 3427.0 3396.00 B
16 b2608 20251009 3515.0 ... 3520.0 3497.00 B
17 b2609 20251009 3531.0 ... 3553.0 3520.00 B
18 bb2511 20251009 141.9 ... 141.6 141.90 BB
19 bb2601 20251009 146.8 ... 147.0 146.90 BB
20 bb2603 20251009 147.3 ... 147.1 147.05 BB
21 bb2605 20251009 146.6 ... 146.8 141.70 BB
22 bb2607 20251009 0.0 ... 151.7 146.45 BB
23 bb2609 20251009 0.0 ... 151.7 146.45 BB
24 bz2603 20251009 5731.0 ... 5732.0 5801.00 BZ
25 bz2604 20251009 5705.0 ... 5696.0 5779.00 BZ
26 bz2605 20251009 5723.0 ... 5683.0 5808.00 BZ
27 bz2606 20251009 5685.0 ... 5672.0 5878.00 BZ
28 bz2607 20251009 5697.0 ... 5681.0 5874.00 BZ
29 bz2608 20251009 5657.0 ... 5657.0 5836.00 BZ
30 bz2609 20251009 0.0 ... 5874.0 5884.00 BZ
31 c2511 20251009 2120.0 ... 2136.0 2147.00 C
32 c2601 20251009 2118.0 ... 2122.0 2128.00 C
33 c2603 20251009 2138.0 ... 2135.0 2141.00 C
34 c2605 20251009 2185.0 ... 2197.0 2198.00 C
35 c2607 20251009 2214.0 ... 2210.0 2210.00 C
36 c2609 20251009 2230.0 ... 2226.0 2226.00 C
37 cs2511 20251009 2450.0 ... 2438.0 2470.00 CS
38 cs2601 20251009 2448.0 ... 2440.0 2452.00 CS
39 cs2603 20251009 2450.0 ... 2448.0 2456.00 CS
40 cs2605 20251009 2530.0 ... 2535.0 2539.00 CS
41 cs2607 20251009 2536.0 ... 2541.0 2544.00 CS
42 cs2609 20251009 2581.0 ... 2577.0 2582.00 CS
43 eb2510 20251009 6734.0 ... 6705.0 6763.00 EB
44 eb2511 20251009 6828.0 ... 6787.0 6838.00 EB
45 eb2512 20251009 6808.0 ... 6801.0 6848.00 EB
46 eb2601 20251009 6859.0 ... 6825.0 6874.00 EB
47 eb2602 20251009 6901.0 ... 6864.0 6914.00 EB
48 eb2603 20251009 6945.0 ... 6906.0 6980.00 EB
49 eb2604 20251009 6979.0 ... 6946.0 6997.00 EB
50 eb2605 20251009 7003.0 ... 6975.0 6998.00 EB
51 eb2606 20251009 6969.0 ... 6980.0 7024.00 EB
52 eb2607 20251009 6959.0 ... 6959.0 7027.00 EB
53 eb2608 20251009 6985.0 ... 6997.0 7064.00 EB
54 eb2609 20251009 7018.0 ... 7018.0 7037.00 EB
55 eg2510 20251009 4211.0 ... 4173.0 4246.00 EG
56 eg2511 20251009 4190.0 ... 4156.0 4197.00 EG
57 eg2512 20251009 4158.0 ... 4134.0 4194.00 EG
58 eg2601 20251009 4200.0 ... 4145.0 4200.00 EG
59 eg2602 20251009 4173.0 ... 4143.0 4213.00 EG
60 eg2603 20251009 4208.0 ... 4181.0 4219.00 EG
61 eg2604 20251009 4222.0 ... 4197.0 4257.00 EG
62 eg2605 20251009 4290.0 ... 4224.0 4268.00 EG
63 eg2606 20251009 4225.0 ... 4225.0 4268.00 EG
64 eg2607 20251009 0.0 ... 4300.0 4300.00 EG
65 eg2608 20251009 0.0 ... 4285.0 4345.00 EG
66 eg2609 20251009 4259.0 ... 4259.0 4315.00 EG
67 fb2510 20251009 1256.0 ... 1252.0 1269.00 FB
68 fb2511 20251009 1259.5 ... 1265.5 1251.00 FB
69 fb2512 20251009 1250.0 ... 1257.0 1247.50 FB
70 fb2601 20251009 1255.0 ... 1260.0 1251.50 FB
71 fb2602 20251009 1259.5 ... 1264.5 1253.00 FB
72 fb2603 20251009 1250.0 ... 1256.0 1240.00 FB
73 fb2604 20251009 1273.0 ... 1270.5 1272.50 FB
74 fb2605 20251009 0.0 ... 1299.0 1299.00 FB
75 fb2606 20251009 0.0 ... 1276.5 1276.50 FB
76 fb2607 20251009 0.0 ... 1302.5 1302.50 FB
77 fb2608 20251009 0.0 ... 1308.0 1308.00 FB
78 fb2609 20251009 0.0 ... 1296.0 1296.00 FB
79 i2510 20251009 795.0 ... 802.0 799.50 I
80 i2511 20251009 805.0 ... 804.0 799.50 I
81 i2512 20251009 791.0 ... 797.0 792.50 I
82 i2601 20251009 782.0 ... 787.0 783.00 I
83 i2602 20251009 774.5 ... 783.0 778.00 I
84 i2603 20251009 771.0 ... 777.0 773.00 I
85 i2604 20251009 765.5 ... 775.0 769.00 I
86 i2605 20251009 762.5 ... 765.5 761.50 I
87 i2606 20251009 751.5 ... 761.0 756.50 I
88 i2607 20251009 747.0 ... 757.0 752.00 I
89 i2608 20251009 742.0 ... 752.5 747.50 I
90 i2609 20251009 742.0 ... 745.5 741.50 I
91 j2510 20251009 1550.0 ... 1600.5 1587.00 J
92 j2511 20251009 1569.0 ... 1580.0 1589.50 J
93 j2512 20251009 1602.5 ... 1611.0 1622.00 J
94 j2601 20251009 1626.0 ... 1636.0 1645.50 J
95 j2602 20251009 1666.5 ... 1669.5 1676.50 J
96 j2603 20251009 0.0 ... 1698.0 1698.00 J
97 j2604 20251009 0.0 ... 1766.0 1766.00 J
98 j2605 20251009 1774.0 ... 1787.0 1790.50 J
99 j2606 20251009 0.0 ... 1817.0 1817.00 J
100 j2607 20251009 0.0 ... 1833.5 1833.50 J
101 j2608 20251009 0.0 ... 1853.5 1853.50 J
102 j2609 20251009 1862.0 ... 1879.0 1852.00 J
103 jd2510 20251009 2800.0 ... 2676.0 2911.00 JD
104 jd2511 20251009 2890.0 ... 2871.0 3018.00 JD
105 jd2512 20251009 3088.0 ... 3055.0 3180.00 JD
106 jd2601 20251009 3270.0 ... 3254.0 3353.00 JD
107 jd2602 20251009 3089.0 ... 3059.0 3105.00 JD
108 jd2603 20251009 3120.0 ... 3103.0 3125.00 JD
109 jd2604 20251009 3229.0 ... 3229.0 3247.00 JD
110 jd2605 20251009 3400.0 ... 3398.0 3399.00 JD
111 jd2606 20251009 3235.0 ... 3244.0 3236.00 JD
112 jd2607 20251009 3500.0 ... 3480.0 3481.00 JD
113 jd2608 20251009 3945.0 ... 3951.0 3935.00 JD
114 jd2609 20251009 3803.0 ... 3819.0 3809.00 JD
115 jm2510 20251009 942.5 ... 953.5 979.00 JM
116 jm2511 20251009 995.0 ... 1008.0 1009.50 JM
117 jm2512 20251009 1055.0 ... 1075.5 1071.00 JM
118 jm2601 20251009 1126.0 ... 1147.0 1146.00 JM
119 jm2602 20251009 1155.5 ... 1173.0 1172.00 JM
120 jm2603 20251009 1166.5 ... 1195.5 1188.50 JM
121 jm2604 20251009 1196.5 ... 1216.0 1205.50 JM
122 jm2605 20251009 1216.0 ... 1241.5 1231.50 JM
123 jm2606 20251009 1243.5 ... 1268.5 1238.50 JM
124 jm2607 20251009 1264.5 ... 1286.5 1256.50 JM
125 jm2608 20251009 1286.5 ... 1313.0 1278.00 JM
126 jm2609 20251009 1307.0 ... 1326.5 1308.00 JM
127 l2510 20251009 7031.0 ... 6992.0 7039.00 L
128 l2511 20251009 7079.0 ... 7039.0 7100.00 L
129 l2512 20251009 7107.0 ... 7059.0 7134.00 L
130 l2601 20251009 7145.0 ... 7073.0 7156.00 L
131 l2602 20251009 7107.0 ... 7060.0 7152.00 L
132 l2603 20251009 7089.0 ... 7071.0 7163.00 L
133 l2604 20251009 7150.0 ... 7117.0 7207.00 L
134 l2605 20251009 7182.0 ... 7106.0 7194.00 L
135 l2606 20251009 7144.0 ... 7112.0 7193.00 L
136 l2607 20251009 7157.0 ... 7128.0 7212.00 L
137 l2608 20251009 7167.0 ... 7146.0 7235.00 L
138 l2609 20251009 7169.0 ... 7150.0 7217.00 L
139 lg2511 20251009 820.0 ... 826.5 820.00 LG
140 lg2601 20251009 824.5 ... 823.5 824.50 LG
141 lg2603 20251009 832.0 ... 829.5 830.00 LG
142 lg2605 20251009 830.0 ... 830.0 830.50 LG
143 lg2607 20251009 830.5 ... 831.5 831.00 LG
144 lg2609 20251009 833.5 ... 830.5 834.00 LG
145 lh2511 20251009 11710.0 ... 11695.0 12320.00 LH
146 lh2601 20251009 12335.0 ... 12235.0 12750.00 LH
147 lh2603 20251009 12100.0 ... 12035.0 12395.00 LH
148 lh2605 20251009 12500.0 ... 12480.0 12820.00 LH
149 lh2607 20251009 13200.0 ... 13180.0 13430.00 LH
150 lh2609 20251009 13800.0 ... 13850.0 13995.00 LH
151 m2511 20251009 2926.0 ... 2909.0 2907.00 M
152 m2512 20251009 2959.0 ... 2947.0 2945.00 M
153 m2601 20251009 2950.0 ... 2934.0 2933.00 M
154 m2603 20251009 2845.0 ... 2899.0 2900.00 M
155 m2605 20251009 2751.0 ... 2751.0 2741.00 M
156 m2607 20251009 2725.0 ... 2733.0 2725.00 M
157 m2608 20251009 2853.0 ... 2854.0 2846.00 M
158 m2609 20251009 2860.0 ... 2858.0 2850.00 M
159 p2510 20251009 9388.0 ... 9422.0 9058.00 P
160 p2511 20251009 9388.0 ... 9416.0 9142.00 P
161 p2512 20251009 9412.0 ... 9476.0 9156.00 P
162 p2601 20251009 9452.0 ... 9512.0 9190.00 P
163 p2602 20251009 9424.0 ... 9486.0 9176.00 P
164 p2603 20251009 9416.0 ... 9456.0 9152.00 P
165 p2604 20251009 9334.0 ... 9374.0 9076.00 P
166 p2605 20251009 9250.0 ... 9298.0 9004.00 P
167 p2606 20251009 9152.0 ... 9200.0 8978.00 P
168 p2607 20251009 8958.0 ... 9068.0 8796.00 P
169 p2608 20251009 8958.0 ... 8992.0 8696.00 P
170 p2609 20251009 8798.0 ... 8846.0 8618.00 P
171 pg2510 20251009 4382.0 ... 4277.0 4443.00 PG
172 pg2511 20251009 4122.0 ... 4078.0 4295.00 PG
173 pg2512 20251009 3996.0 ... 4000.0 4202.00 PG
174 pg2601 20251009 4048.0 ... 3945.0 4132.00 PG
175 pg2602 20251009 3998.0 ... 3883.0 4064.00 PG
176 pg2603 20251009 3898.0 ... 3822.0 3981.00 PG
177 pg2604 20251009 4244.0 ... 4215.0 4332.00 PG
178 pg2605 20251009 4108.0 ... 4128.0 4253.00 PG
179 pg2606 20251009 4103.0 ... 4075.0 4199.00 PG
180 pg2607 20251009 4018.0 ... 4005.0 4139.00 PG
181 pg2608 20251009 3995.0 ... 3955.0 4081.00 PG
182 pg2609 20251009 3919.0 ... 3919.0 4082.00 PG
183 pp2510 20251009 6655.0 ... 6642.0 6758.00 PP
184 pp2511 20251009 6752.0 ... 6684.0 6801.00 PP
185 pp2512 20251009 6774.0 ... 6719.0 6839.00 PP
186 pp2601 20251009 6800.0 ... 6750.0 6873.00 PP
187 pp2602 20251009 6824.0 ... 6743.0 6866.00 PP
188 pp2603 20251009 6782.0 ... 6736.0 6862.00 PP
189 pp2604 20251009 6808.0 ... 6759.0 6884.00 PP
190 pp2605 20251009 6874.0 ... 6801.0 6910.00 PP
191 pp2606 20251009 6827.0 ... 6759.0 6874.00 PP
192 pp2607 20251009 6802.0 ... 6747.0 6846.00 PP
193 pp2608 20251009 6822.0 ... 6794.0 6862.00 PP
194 pp2609 20251009 6858.0 ... 6835.0 6890.00 PP
195 rr2510 20251009 0.0 ... 3612.0 3612.00 RR
196 rr2511 20251009 3618.0 ... 3619.0 3616.00 RR
197 rr2512 20251009 3606.0 ... 3596.0 3604.00 RR
198 rr2601 20251009 3620.0 ... 3626.0 3624.00 RR
199 rr2602 20251009 3611.0 ... 3611.0 3614.00 RR
200 rr2603 20251009 0.0 ... 3613.0 3613.00 RR
201 rr2604 20251009 0.0 ... 3621.0 3621.00 RR
202 rr2605 20251009 0.0 ... 3609.0 3607.00 RR
203 rr2606 20251009 0.0 ... 3608.0 3608.00 RR
204 rr2607 20251009 0.0 ... 3609.0 3609.00 RR
205 rr2608 20251009 0.0 ... 3614.0 3614.00 RR
206 rr2609 20251009 0.0 ... 3630.0 3630.00 RR
207 v2510 20251009 4697.0 ... 4634.0 4733.00 V
208 v2511 20251009 4738.0 ... 4667.0 4770.00 V
209 v2512 20251009 4784.0 ... 4704.0 4807.00 V
210 v2601 20251009 4825.0 ... 4755.0 4858.00 V
211 v2602 20251009 4866.0 ... 4805.0 4903.00 V
212 v2603 20251009 4900.0 ... 4839.0 4928.00 V
213 v2604 20251009 5089.0 ... 5049.0 5137.00 V
214 v2605 20251009 5152.0 ... 5085.0 5172.00 V
215 v2606 20251009 5178.0 ... 5119.0 5203.00 V
216 v2607 20251009 5176.0 ... 5153.0 5238.00 V
217 v2608 20251009 5213.0 ... 5195.0 5272.00 V
218 v2609 20251009 5293.0 ... 5231.0 5308.00 V
219 y2511 20251009 8178.0 ... 8290.0 8128.00 Y
220 y2512 20251009 8302.0 ... 8342.0 8168.00 Y
221 y2601 20251009 8212.0 ... 8294.0 8114.00 Y
222 y2603 20251009 8178.0 ... 8226.0 8066.00 Y
223 y2605 20251009 7996.0 ... 8044.0 7876.00 Y
224 y2607 20251009 7950.0 ... 7978.0 7844.00 Y
225 y2608 20251009 7932.0 ... 7988.0 7830.00 Y
226 y2609 20251009 7868.0 ... 7954.0 7816.00 Y
[227 rows x 12 columns]
2025-10-17 18:25:48,480 - future_1d - INFO - ak.get_dce_daily('2025-10-09') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251009 ... 86040 83220 CU
1 1 CU2511 20251009 ... 85910 83260 CU
2 2 CU2512 20251009 ... 85940 83250 CU
3 3 CU2601 20251009 ... 85900 83220 CU
4 4 CU2602 20251009 ... 85730 83200 CU
5 5 CU2603 20251009 ... 85740 83150 CU
6 6 CU2604 20251009 ... 86060 83070 CU
7 7 CU2605 20251009 ... 85860 83010 CU
8 8 CU2606 20251009 ... 85890 82870 CU
9 9 CU2607 20251009 ... 85640 82910 CU
10 10 CU2608 20251009 ... 85310 82750 CU
11 11 CU2609 20251009 ... 85410 82840 CU
12 12 BC2510 20251009 ... 76060 73830 BC
13 13 BC2511 20251009 ... 76560 74070 BC
14 14 BC2512 20251009 ... 76870 74340 BC
15 15 BC2601 20251009 ... 76900 73700 BC
16 16 BC2602 20251009 ... 76900 73700 BC
17 17 BC2603 20251009 ... 77470 74550 BC
18 18 BC2604 20251009 ... 77000 73400 BC
19 19 BC2605 20251009 ... 75900 72900 BC
20 20 BC2606 20251009 ... 75880 72960 BC
21 21 BC2607 20251009 ... 75800 72900 BC
22 22 BC2608 20251009 ... 75800 73280 BC
23 23 BC2609 20251009 ... 75710 73400 BC
24 24 AL2510 20251009 ... 21030 20745 AL
25 25 AL2511 20251009 ... 21005 20755 AL
26 26 AL2512 20251009 ... 21010 20755 AL
27 27 AL2601 20251009 ... 21010 20760 AL
28 28 AL2602 20251009 ... 21005 20755 AL
29 29 AL2603 20251009 ... 21005 20775 AL
30 30 AL2604 20251009 ... 21030 20820 AL
31 31 AL2605 20251009 ... 21055 20830 AL
32 32 AL2606 20251009 ... 21035 20840 AL
33 33 AL2607 20251009 ... 21070 20825 AL
34 34 AL2608 20251009 ... 21060 20825 AL
35 35 AL2609 20251009 ... 21060 20810 AL
36 36 ZN2510 20251009 ... 22165 21870 ZN
37 37 ZN2511 20251009 ... 22200 21935 ZN
38 38 ZN2512 20251009 ... 22230 21950 ZN
39 39 ZN2601 20251009 ... 22240 21985 ZN
40 40 ZN2602 20251009 ... 22290 22010 ZN
41 41 ZN2603 20251009 ... 22340 22020 ZN
42 42 ZN2604 20251009 ... 22375 22055 ZN
43 43 ZN2605 20251009 ... 22415 22125 ZN
44 44 ZN2606 20251009 ... 22425 22170 ZN
45 45 ZN2607 20251009 ... 22460 22170 ZN
46 46 ZN2608 20251009 ... 22435 22175 ZN
47 47 ZN2609 20251009 ... 22475 22245 ZN
48 48 PB2510 20251009 ... 17025 16895 PB
49 49 PB2511 20251009 ... 17040 16930 PB
50 50 PB2512 20251009 ... 17075 16955 PB
51 51 PB2601 20251009 ... 17095 16970 PB
52 52 PB2602 20251009 ... 16990 16970 PB
53 53 PB2603 20251009 ... 17205 16985 PB
54 54 PB2604 20251009 ... 17170 17015 PB
55 55 PB2605 20251009 ... 17195 17025 PB
56 56 PB2606 20251009 ... 17165 17020 PB
57 57 PB2607 20251009 ... 17020 17020 PB
58 58 PB2608 20251009 ... 17255 17030 PB
59 59 PB2609 20251009 ... 17285 17050 PB
60 60 NI2510 20251009 ... 122090 121200 NI
61 61 NI2511 20251009 ... 123120 121580 NI
62 62 NI2512 20251009 ... 123310 121720 NI
63 63 NI2601 20251009 ... 123530 121920 NI
64 64 NI2602 20251009 ... 123470 121980 NI
65 65 NI2603 20251009 ... 124010 122290 NI
66 66 NI2604 20251009 ... 124320 122630 NI
67 67 NI2605 20251009 ... 124550 122780 NI
68 68 NI2606 20251009 ... 124900 122720 NI
69 69 NI2607 20251009 ... 124850 123310 NI
70 70 NI2608 20251009 ... 125590 123760 NI
71 71 NI2609 20251009 ... 125660 124310 NI
72 72 SN2510 20251009 ... 284870 278060 SN
73 73 SN2511 20251009 ... 285070 278760 SN
74 74 SN2512 20251009 ... 285420 278700 SN
75 75 SN2601 20251009 ... 285490 278760 SN
76 76 SN2602 20251009 ... 285460 278620 SN
77 77 SN2603 20251009 ... 285280 278480 SN
78 78 SN2604 20251009 ... 284800 279250 SN
79 79 SN2605 20251009 ... 285020 277730 SN
80 80 SN2606 20251009 ... 285390 277860 SN
81 81 SN2607 20251009 ... 284640 278390 SN
82 82 SN2608 20251009 ... 285520 279230 SN
83 83 SN2609 20251009 ... 287820 279080 SN
84 84 AO2510 20251009 ... 2818 2835 AO
85 85 AO2511 20251009 ... 2844 2854 AO
86 86 AO2512 20251009 ... 2860 2868 AO
87 87 AO2601 20251009 ... 2871 2883 AO
88 88 AO2602 20251009 ... 2882 2897 AO
89 89 AO2603 20251009 ... 2949 2966 AO
90 90 AO2604 20251009 ... 2958 2967 AO
91 91 AO2605 20251009 ... 2965 2974 AO
92 92 AO2606 20251009 ... 2972 2980 AO
93 93 AO2607 20251009 ... 2978 2987 AO
94 94 AO2608 20251009 ... 2987 3002 AO
95 95 AO2609 20251009 ... 3000 3017 AO
96 96 AD2511 20251009 ... 20485 20250 AD
97 97 AD2512 20251009 ... 20535 20290 AD
98 98 AD2601 20251009 ... 20610 20330 AD
99 99 AD2602 20251009 ... 20620 20350 AD
100 100 AD2603 20251009 ... 20325 20325 AD
101 101 AD2604 20251009 ... 20360 20310 AD
102 102 AD2605 20251009 ... 20550 20310 AD
103 103 AD2606 20251009 ... 20365 20325 AD
104 104 AD2607 20251009 ... 20510 20510 AD
105 105 AD2608 20251009 ... 20495 20515 AD
106 106 AD2609 20251009 ... 20335 20335 AD
107 107 AU2510 20251009 ... 912.68 870.54 AU
108 108 AU2511 20251009 ... 912.92 871.26 AU
109 109 AU2512 20251009 ... 912.96 872.3 AU
110 110 AU2602 20251009 ... 915.62 875.08 AU
111 111 AU2604 20251009 ... 917.54 876.98 AU
112 112 AU2606 20251009 ... 918.92 879.94 AU
113 113 AU2608 20251009 ... 921.98 880.24 AU
114 114 AU2610 20251009 ... 924.9 885.3 AU
115 115 AG2510 20251009 ... 11193 10901 AG
116 116 AG2511 20251009 ... 11192 10916 AG
117 117 AG2512 20251009 ... 11209 10926 AG
118 118 AG2601 20251009 ... 11217 10935 AG
119 119 AG2602 20251009 ... 11235 10953 AG
120 120 AG2603 20251009 ... 11249 10957 AG
121 121 AG2604 20251009 ... 11256 10964 AG
122 122 AG2605 20251009 ... 11266 10989 AG
123 123 AG2606 20251009 ... 11255 10993 AG
124 124 AG2607 20251009 ... 11284 11015 AG
125 125 AG2608 20251009 ... 11293 11009 AG
126 126 AG2609 20251009 ... 11305 11036 AG
127 127 RB2510 20251009 ... 2998 3001 RB
128 128 RB2511 20251009 ... 3019 3021 RB
129 129 RB2512 20251009 ... 3070 3074 RB
130 130 RB2601 20251009 ... 3087 3090 RB
131 131 RB2602 20251009 ... 3093 3095 RB
132 132 RB2603 20251009 ... 3109 3106 RB
133 133 RB2604 20251009 ... 3131 3130 RB
134 134 RB2605 20251009 ... 3145 3144 RB
135 135 RB2606 20251009 ... 3158 3159 RB
136 136 RB2607 20251009 ... 3175 3177 RB
137 137 RB2608 20251009 ... 3180 3175 RB
138 138 RB2609 20251009 ... 3189 3186 RB
139 139 WR2510 20251009 ... 3069 3069 WR
140 140 WR2511 20251009 ... 3270 3300 WR
141 141 WR2512 20251009 ... 3309 3309 WR
142 142 WR2601 20251009 ... 3320 3307 WR
143 143 WR2602 20251009 ... 3301 3301 WR
144 144 WR2603 20251009 ... 3329 3329 WR
145 145 WR2604 20251009 ... 3339 3339 WR
146 146 WR2605 20251009 ... 3279 3248 WR
147 147 WR2606 20251009 ... 3356 3296 WR
148 148 WR2607 20251009 ... 3390 3390 WR
149 149 WR2608 20251009 ... 3431 3408 WR
150 150 WR2609 20251009 ... 3430 3430 WR
151 151 HC2510 20251009 ... 3352 3380 HC
152 152 HC2511 20251009 ... 3306 3329 HC
153 153 HC2512 20251009 ... 3300 3300 HC
154 154 HC2601 20251009 ... 3273 3274 HC
155 155 HC2602 20251009 ... 3272 3270 HC
156 156 HC2603 20251009 ... 3281 3279 HC
157 157 HC2604 20251009 ... 3286 3279 HC
158 158 HC2605 20251009 ... 3281 3276 HC
159 159 HC2606 20251009 ... 3286 3274 HC
160 160 HC2607 20251009 ... 3294 3291 HC
161 161 HC2608 20251009 ... 3298 3293 HC
162 162 HC2609 20251009 ... 3301 3306 HC
163 163 SS2510 20251009 ... 12600 12650 SS
164 164 SS2511 20251009 ... 12800 12785 SS
165 165 SS2512 20251009 ... 12820 12800 SS
166 166 SS2601 20251009 ... 12890 12865 SS
167 167 SS2602 20251009 ... 12925 12915 SS
168 168 SS2603 20251009 ... 13050 13025 SS
169 169 SS2604 20251009 ... 13115 13105 SS
170 170 SS2605 20251009 ... 13195 13160 SS
171 171 SS2606 20251009 ... 13290 13230 SS
172 172 SS2607 20251009 ... 13320 13280 SS
173 173 SS2608 20251009 ... 13375 13340 SS
174 174 SS2609 20251009 ... 13410 13385 SS
175 175 SC2511 20251009 ... 468.7 480.5 SC
176 176 SC2512 20251009 ... 471.4 482 SC
177 177 SC2601 20251009 ... 471.2 481.6 SC
178 178 SC2602 20251009 ... 470.2 481.1 SC
179 179 SC2603 20251009 ... 469.6 480.5 SC
180 180 SC2604 20251009 ... 469.6 480.4 SC
181 181 SC2605 20251009 ... 470.5 482.3 SC
182 182 SC2606 20251009 ... 468.9 479.5 SC
183 183 SC2607 20251009 ... 470.8 478.7 SC
184 184 SC2608 20251009 ... 469.5 477.6 SC
185 185 SC2609 20251009 ... 470.3 478.3 SC
186 186 SC2610 20251009 ... 471 478.3 SC
187 187 SC2612 20251009 ... 463.8 473.7 SC
188 188 SC2703 20251009 ... 472 472.1 SC
189 189 SC2706 20251009 ... 469.9 473 SC
190 190 SC2709 20251009 ... 469.4 476.2 SC
191 191 SC2712 20251009 ... 465.9 474 SC
192 192 SC2803 20251009 ... 458 475.1 SC
193 193 SC2806 20251009 ... 455.2 465.8 SC
194 194 SC2809 20251009 ... 458.2 465.9 SC
195 195 LU2511 20251009 ... 3329 3402 LU
196 196 LU2512 20251009 ... 3342 3417 LU
197 197 LU2601 20251009 ... 3326 3398 LU
198 198 LU2602 20251009 ... 3318 3400 LU
199 199 LU2603 20251009 ... 3327 3375 LU
200 200 LU2604 20251009 ... 3300 3371 LU
201 201 LU2605 20251009 ... 3278 3358 LU
202 202 LU2606 20251009 ... 3289 3361 LU
203 203 LU2607 20251009 ... 3276 3353 LU
204 204 LU2608 20251009 ... 3271 3329 LU
205 205 LU2609 20251009 ... 3267 3317 LU
206 206 LU2610 20251009 ... 3267 3317 LU
207 207 FU2511 20251009 ... 2935 2995 FU
208 208 FU2512 20251009 ... 2851 2911 FU
209 209 FU2601 20251009 ... 2813 2870 FU
210 210 FU2602 20251009 ... 2786 2846 FU
211 211 FU2603 20251009 ... 2780 2833 FU
212 212 FU2604 20251009 ... 2773 2822 FU
213 213 FU2605 20251009 ... 2761 2807 FU
214 214 FU2606 20251009 ... 2752 2791 FU
215 215 FU2607 20251009 ... 2727 2764 FU
216 216 FU2608 20251009 ... 2702 2732 FU
217 217 FU2609 20251009 ... 2691 2718 FU
218 218 FU2610 20251009 ... 2686 2718 FU
219 219 BU2510 20251009 ... 3470 3444 BU
220 220 BU2511 20251009 ... 3376 3427 BU
221 221 BU2512 20251009 ... 3327 3378 BU
222 222 BU2601 20251009 ... 3307 3359 BU
223 223 BU2602 20251009 ... 3314 3366 BU
224 224 BU2603 20251009 ... 3323 3365 BU
225 225 BU2604 20251009 ... 3319 3368 BU
226 226 BU2605 20251009 ... 3328 3374 BU
227 227 BU2606 20251009 ... 3328 3369 BU
228 228 BU2607 20251009 ... 3331 3381 BU
229 229 BU2608 20251009 ... 3356 3378 BU
230 230 BU2609 20251009 ... 3316 3368 BU
231 231 BU2612 20251009 ... 3270 3308 BU
232 232 BU2703 20251009 ... 3276 3311 BU
233 233 BU2706 20251009 ... 3282 3306 BU
234 234 BU2709 20251009 ... 3300 3299 BU
235 235 BR2510 20251009 ... 11310 11230 BR
236 236 BR2511 20251009 ... 11260 11175 BR
237 237 BR2512 20251009 ... 11235 11165 BR
238 238 BR2601 20251009 ... 11225 11165 BR
239 239 BR2602 20251009 ... 11245 11170 BR
240 240 BR2603 20251009 ... 11265 11170 BR
241 241 BR2604 20251009 ... 11195 11175 BR
242 242 BR2605 20251009 ... 11295 11235 BR
243 243 BR2606 20251009 ... 11345 11270 BR
244 244 BR2607 20251009 ... 11415 11375 BR
245 245 BR2608 20251009 ... 11460 11410 BR
246 246 BR2609 20251009 ... 11505 11355 BR
247 247 RU2510 20251009 ... 14535 14265 RU
248 248 RU2511 20251009 ... 14485 14365 RU
249 249 RU2601 20251009 ... 15325 15180 RU
250 250 RU2603 20251009 ... 15345 15155 RU
251 251 RU2604 20251009 ... 15290 15150 RU
252 252 RU2605 20251009 ... 15290 15165 RU
253 253 RU2606 20251009 ... 15270 15175 RU
254 254 RU2607 20251009 ... 15370 15150 RU
255 255 RU2608 20251009 ... 15300 15095 RU
256 256 RU2609 20251009 ... 15315 15145 RU
257 257 NR2510 20251009 ... 12220 12200 NR
258 258 NR2511 20251009 ... 12385 12240 NR
259 259 NR2512 20251009 ... 12385 12255 NR
260 260 NR2601 20251009 ... 12410 12285 NR
261 261 NR2602 20251009 ... 12400 12260 NR
262 262 NR2603 20251009 ... 12390 12280 NR
263 263 NR2604 20251009 ... 12390 12285 NR
264 264 NR2605 20251009 ... 12425 12350 NR
265 265 NR2606 20251009 ... 12470 12415 NR
266 266 NR2607 20251009 ... 12535 12535 NR
267 267 NR2608 20251009 ... 12570 12555 NR
268 268 NR2609 20251009 ... 12510 12510 NR
269 269 SP2510 20251009 ... 4808 4808 SP
270 270 SP2511 20251009 ... 4812 4856 SP
271 271 SP2512 20251009 ... 4832 4874 SP
272 272 SP2601 20251009 ... 5108 5142 SP
273 273 SP2602 20251009 ... 5114 5140 SP
274 274 SP2603 20251009 ... 5130 5160 SP
275 275 SP2604 20251009 ... 5140 5168 SP
276 276 SP2605 20251009 ... 5150 5182 SP
277 277 SP2606 20251009 ... 5182 5198 SP
278 278 SP2607 20251009 ... 5170 5194 SP
279 279 SP2608 20251009 ... 5192 5212 SP
280 280 SP2609 20251009 ... 5178 5212 SP
281 281 OP2601 20251009 ... 4214 4232 OP
282 282 OP2602 20251009 ... 4224 4218 OP
283 283 OP2603 20251009 ... 4222 4258 OP
284 284 OP2604 20251009 ... 4268 4276 OP
285 285 OP2605 20251009 ... 4266 4266 OP
286 286 OP2606 20251009 ... 4234 4236 OP
287 287 OP2607 20251009 ... 4238 4238 OP
288 288 OP2608 20251009 ... 4248 4238 OP
289 289 OP2609 20251009 ... 4266 4330 OP
290 290 EC2510 20251009 ... 1112.5 1122.1 EC
291 291 EC2512 20251009 ... 1620.2 1719.1 EC
292 292 EC2602 20251009 ... 1410.9 1628.2 EC
293 293 EC2604 20251009 ... 1108.4 1243.6 EC
294 294 EC2606 20251009 ... 1294.6 1445.6 EC
295 295 EC2608 20251009 ... 1415.5 1595.7 EC
296 296 SC_TAS2511 20251009 ... SC_TAS
297 297 SC_TAS2512 20251009 ... SC_TAS
298 298 SC_TAS2601 20251009 ... SC_TAS
299 299 SC_TAS2602 20251009 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 18:25:48,592 - future_1d - INFO - ak.get_shfe_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 IC2510 20251009 7445.000 ... 7531.400 7394.200 IC
1 IC2511 20251009 7381.800 ... 7471.600 7332.800 IC
2 IC2512 20251009 7330.000 ... 7432.800 7288.800 IC
3 IC2603 20251009 7180.000 ... 7272.200 7115.800 IC
4 IF2510 20251009 4655.000 ... 4712.000 4637.200 IF
5 IF2511 20251009 4649.600 ... 4703.200 4627.400 IF
6 IF2512 20251009 4639.000 ... 4694.400 4621.200 IF
7 IF2603 20251009 4617.000 ... 4672.600 4596.200 IF
8 IH2510 20251009 3000.000 ... 3022.800 2988.600 IH
9 IH2511 20251009 3001.000 ... 3022.200 2987.000 IH
10 IH2512 20251009 2996.000 ... 3024.200 2988.600 IH
11 IH2603 20251009 3001.200 ... 3023.800 2989.400 IH
12 IM2510 20251009 7599.600 ... 7618.800 7556.400 IM
13 IM2511 20251009 7521.800 ... 7539.400 7484.200 IM
14 IM2512 20251009 7444.000 ... 7467.800 7408.400 IM
15 IM2603 20251009 7220.000 ... 7248.800 7184.200 IM
16 T2512 20251009 107.855 ... 108.050 107.885 T
17 T2603 20251009 107.525 ... 107.730 107.565 T
18 T2606 20251009 107.465 ... 107.615 107.465 T
19 TF2512 20251009 105.600 ... 105.750 105.655 TF
20 TF2603 20251009 105.500 ... 105.610 105.525 TF
21 TF2606 20251009 105.425 ... 105.625 105.575 TF
22 TL2512 20251009 113.800 ... 114.530 114.000 TL
23 TL2603 20251009 113.650 ... 114.180 113.660 TL
24 TL2606 20251009 113.600 ... 114.140 113.640 TL
25 TS2512 20251009 102.360 ... 102.410 102.374 TS
26 TS2603 20251009 102.280 ... 102.304 102.282 TS
27 TS2606 20251009 102.350 ... 102.356 102.322 TS
[28 rows x 12 columns]
2025-10-17 18:25:48,791 - future_1d - INFO - ak.get_cffex_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 PS2510 20251009 50845.0 ... 50760.0 50845.0 PS
1 PS2511 20251009 51280.0 ... 50185.0 50765.0 PS
2 PS2512 20251009 53900.0 ... 52860.0 53270.0 PS
3 PS2601 20251009 53610.0 ... 52695.0 52955.0 PS
4 PS2602 20251009 53630.0 ... 52535.0 52730.0 PS
5 PS2603 20251009 53475.0 ... 52620.0 52665.0 PS
6 PS2604 20251009 53320.0 ... 52550.0 52665.0 PS
7 PS2605 20251009 53150.0 ... 52570.0 52670.0 PS
8 PS2606 20251009 55075.0 ... 54535.0 54735.0 PS
9 PS2607 20251009 55150.0 ... 54430.0 54590.0 PS
10 PS2608 20251009 54620.0 ... 54115.0 54375.0 PS
11 PS2609 20251009 53925.0 ... 54065.0 54400.0 PS
13 SI2510 20251009 8610.0 ... 8640.0 8660.0 SI
14 SI2511 20251009 8650.0 ... 8645.0 8665.0 SI
15 SI2512 20251009 9000.0 ... 9035.0 9050.0 SI
16 SI2601 20251009 8980.0 ... 8985.0 9000.0 SI
17 SI2602 20251009 9005.0 ... 8990.0 9005.0 SI
18 SI2603 20251009 9035.0 ... 8975.0 9020.0 SI
19 SI2604 20251009 8990.0 ... 9000.0 9030.0 SI
20 SI2605 20251009 9100.0 ... 9020.0 9035.0 SI
21 SI2606 20251009 9035.0 ... 9020.0 9050.0 SI
22 SI2607 20251009 9050.0 ... 9055.0 9060.0 SI
23 SI2608 20251009 8990.0 ... 9040.0 9085.0 SI
24 SI2609 20251009 9045.0 ... 9060.0 9085.0 SI
27 LC2510 20251009 72000.0 ... 73040.0 73340.0 LC
28 LC2511 20251009 73200.0 ... 73700.0 73140.0 LC
29 LC2512 20251009 73880.0 ... 73780.0 73220.0 LC
30 LC2601 20251009 73500.0 ... 73640.0 73160.0 LC
31 LC2602 20251009 72960.0 ... 73320.0 72800.0 LC
32 LC2603 20251009 72960.0 ... 73400.0 72800.0 LC
33 LC2604 20251009 73700.0 ... 73820.0 73200.0 LC
34 LC2605 20251009 73460.0 ... 73740.0 73280.0 LC
35 LC2606 20251009 73140.0 ... 73720.0 73100.0 LC
36 LC2607 20251009 73100.0 ... 73600.0 72960.0 LC
37 LC2608 20251009 73200.0 ... 73720.0 73120.0 LC
38 LC2609 20251009 73640.0 ... 73720.0 73100.0 LC
[36 rows x 12 columns]
2025-10-17 18:25:49,042 - future_1d - INFO - ak.get_gfex_daily('2025-10-09') done
2025-10-17 18:25:50,819 - future_1d - INFO - save future_daily 2025-10-09 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251010 9010.0 9175.0 ... 108.45 9037.0 9056.0 AP
1 AP511 20251010 8714.0 8796.0 ... 14449.55 8747.0 8692.0 AP
2 AP512 20251010 8648.0 8727.0 ... 4961.44 8689.0 8655.0 AP
3 AP601 20251010 8683.0 8788.0 ... 874039.85 8721.0 8691.0 AP
4 AP603 20251010 8521.0 8636.0 ... 2556.79 8580.0 8527.0 AP
5 AP604 20251010 8516.0 8633.0 ... 1134.18 8592.0 8517.0 AP
6 AP605 20251010 8563.0 8694.0 ... 44339.02 8640.0 8564.0 AP
7 CF511 20251010 13250.0 13415.0 ... 121951.45 13340.0 13255.0 CF
8 CF601 20251010 13295.0 13420.0 ... 2287632.70 13355.0 13290.0 CF
9 CF603 20251010 13300.0 13430.0 ... 191533.79 13335.0 13295.0 CF
10 CF605 20251010 13340.0 13465.0 ... 418980.92 13405.0 13330.0 CF
11 CF607 20251010 13440.0 13490.0 ... 1491.33 13435.0 13360.0 CF
12 CF609 20251010 13535.0 13645.0 ... 3085.34 13590.0 13515.0 CF
13 CJ512 20251010 10930.0 11135.0 ... 10691.61 11015.0 10805.0 CJ
14 CJ601 20251010 11000.0 11230.0 ... 1590993.41 11110.0 10895.0 CJ
15 CJ603 20251010 10935.0 11175.0 ... 23433.48 11060.0 10845.0 CJ
16 CJ605 20251010 11045.0 11285.0 ... 255976.02 11170.0 10955.0 CJ
17 CJ607 20251010 11140.0 11335.0 ... 3709.49 11225.0 11035.0 CJ
18 CJ609 20251010 11255.0 11440.0 ... 2579.58 11365.0 11165.0 CJ
19 CY510 20251010 0.0 0.0 ... 0.00 19515.0 19480.0 CY
20 CY511 20251010 19520.0 19805.0 ... 48797.19 19725.0 19470.0 CY
21 CY512 20251010 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251010 19350.0 19490.0 ... 113179.57 19415.0 19380.0 CY
23 CY602 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251010 19300.0 19700.0 ... 146.69 19560.0 19450.0 CY
25 CY604 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251010 19675.0 19680.0 ... 137.04 19575.0 19475.0 CY
27 CY606 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251010 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251010 0.0 0.0 ... 0.00 19335.0 19335.0 CY
30 CY609 20251010 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251010 0.0 0.0 ... 0.00 1099.0 1101.0 FG
32 FG511 20251010 1119.0 1130.0 ... 89279.98 1117.0 1107.0 FG
33 FG512 20251010 1232.0 1249.0 ... 89524.47 1230.0 1220.0 FG
34 FG601 20251010 1224.0 1245.0 ... 5224223.26 1224.0 1215.0 FG
35 FG602 20251010 1285.0 1304.0 ... 45666.38 1282.0 1272.0 FG
36 FG603 20251010 1287.0 1306.0 ... 84022.33 1288.0 1276.0 FG
37 FG604 20251010 1354.0 1371.0 ... 1693.14 1355.0 1335.0 FG
38 FG605 20251010 1340.0 1371.0 ... 254349.80 1351.0 1334.0 FG
39 FG606 20251010 1374.0 1400.0 ... 1151.48 1384.0 1369.0 FG
40 FG607 20251010 1365.0 1391.0 ... 2545.67 1372.0 1356.0 FG
41 FG608 20251010 1410.0 1429.0 ... 1116.02 1416.0 1400.0 FG
42 FG609 20251010 1405.0 1431.0 ... 8066.61 1417.0 1403.0 FG
43 JR511 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251010 2205.0 2210.0 ... 641.34 2204.0 2202.0 MA
52 MA511 20251010 2241.0 2255.0 ... 35444.98 2243.0 2245.0 MA
53 MA512 20251010 2265.0 2288.0 ... 85770.82 2270.0 2276.0 MA
54 MA601 20251010 2290.0 2308.0 ... 1307251.87 2295.0 2298.0 MA
55 MA602 20251010 2320.0 2341.0 ... 60599.22 2326.0 2325.0 MA
56 MA603 20251010 2339.0 2363.0 ... 134219.75 2347.0 2350.0 MA
57 MA604 20251010 2362.0 2372.0 ... 94.41 2360.0 2360.0 MA
58 MA605 20251010 2349.0 2362.0 ... 137736.49 2346.0 2355.0 MA
59 MA606 20251010 2371.0 2372.0 ... 77.58 2351.0 2358.0 MA
60 MA607 20251010 2349.0 2354.0 ... 112.39 2341.0 2336.0 MA
61 MA608 20251010 2341.0 2353.0 ... 42.25 2347.0 2345.0 MA
62 MA609 20251010 2323.0 2333.0 ... 1696.86 2321.0 2325.0 MA
63 OI511 20251010 10422.0 10422.0 ... 172389.98 10308.0 10352.0 OI
64 OI601 20251010 10238.0 10247.0 ... 2813643.22 10138.0 10197.0 OI
65 OI603 20251010 10003.0 10017.0 ... 256188.87 9916.0 9966.0 OI
66 OI605 20251010 9720.0 9735.0 ... 171151.48 9652.0 9683.0 OI
67 OI607 20251010 9625.0 9639.0 ... 917.66 9559.0 9613.0 OI
68 OI609 20251010 9566.0 9585.0 ... 1988.10 9512.0 9547.0 OI
69 PF510 20251010 6206.0 6206.0 ... 127.09 6200.0 6250.0 PF
70 PF511 20251010 6292.0 6300.0 ... 508421.02 6228.0 6274.0 PF
71 PF512 20251010 6232.0 6252.0 ... 503489.98 6184.0 6214.0 PF
72 PF601 20251010 6264.0 6292.0 ... 86086.50 6230.0 6258.0 PF
73 PF602 20251010 6254.0 6262.0 ... 305619.36 6188.0 6236.0 PF
74 PF603 20251010 6242.0 6258.0 ... 154434.07 6184.0 6232.0 PF
75 PF604 20251010 6332.0 6344.0 ... 134.30 6246.0 6288.0 PF
76 PF605 20251010 6320.0 6352.0 ... 219.18 6262.0 6304.0 PF
77 PF606 20251010 6334.0 6334.0 ... 50.24 6280.0 6336.0 PF
78 PF607 20251010 6352.0 6352.0 ... 53.57 6302.0 6330.0 PF
79 PF608 20251010 6372.0 6382.0 ... 41.12 6326.0 6376.0 PF
80 PF609 20251010 6368.0 6400.0 ... 82.66 6360.0 6390.0 PF
81 PK510 20251010 7650.0 7704.0 ... 84.46 7678.0 7620.0 PK
82 PK511 20251010 7702.0 7916.0 ... 774780.16 7816.0 7712.0 PK
83 PK512 20251010 7708.0 7876.0 ... 192816.30 7792.0 7704.0 PK
84 PK601 20251010 7750.0 7910.0 ... 387951.26 7838.0 7748.0 PK
85 PK603 20251010 7804.0 7946.0 ... 34929.62 7886.0 7782.0 PK
86 PK604 20251010 7830.0 7962.0 ... 1580.85 7924.0 7832.0 PK
87 PK605 20251010 7846.0 7976.0 ... 25695.93 7928.0 7840.0 PK
88 PL601 20251010 6231.0 6242.0 ... 67065.51 6205.0 6219.0 PL
89 PL602 20251010 6268.0 6276.0 ... 29438.79 6242.0 6253.0 PL
90 PL603 20251010 6259.0 6259.0 ... 26758.92 6240.0 6257.0 PL
91 PL604 20251010 0.0 0.0 ... 0.00 6239.0 6363.0 PL
92 PL605 20251010 6196.0 6202.0 ... 37.20 6200.0 6216.0 PL
93 PL606 20251010 0.0 0.0 ... 0.00 6290.0 6290.0 PL
94 PL607 20251010 6230.0 6279.0 ... 87.41 6244.0 6267.0 PL
95 PL608 20251010 0.0 0.0 ... 0.00 6429.0 6433.0 PL
96 PL609 20251010 0.0 0.0 ... 0.00 6343.0 6346.0 PL
97 PM511 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251010 0.0 0.0 ... 0.00 5738.0 5738.0 PR
104 PR511 20251010 5762.0 5790.0 ... 108337.35 5734.0 5736.0 PR
105 PR512 20251010 5740.0 5762.0 ... 376097.30 5702.0 5726.0 PR
106 PR601 20251010 5714.0 5740.0 ... 248830.00 5686.0 5714.0 PR
107 PR602 20251010 5774.0 5780.0 ... 43879.78 5712.0 5750.0 PR
108 PR603 20251010 5788.0 5788.0 ... 300.70 5728.0 5768.0 PR
109 PR604 20251010 5836.0 5836.0 ... 155.25 5750.0 5804.0 PR
110 PR605 20251010 5818.0 5852.0 ... 78.29 5800.0 5808.0 PR
111 PR606 20251010 5850.0 5850.0 ... 52.32 5814.0 5844.0 PR
112 PR607 20251010 5846.0 5846.0 ... 34.85 5810.0 5840.0 PR
113 PR608 20251010 5832.0 5832.0 ... 60.79 5790.0 5770.0 PR
114 PR609 20251010 5832.0 5832.0 ... 8.75 5832.0 5870.0 PR
115 PX510 20251010 0.0 0.0 ... 0.00 6458.0 6458.0 PX
116 PX511 20251010 6584.0 6618.0 ... 329009.38 6532.0 6528.0 PX
117 PX512 20251010 6570.0 6592.0 ... 117908.60 6516.0 6518.0 PX
118 PX601 20251010 6554.0 6586.0 ... 276904.22 6508.0 6522.0 PX
119 PX602 20251010 6590.0 6600.0 ... 156948.32 6516.0 6524.0 PX
120 PX603 20251010 6568.0 6596.0 ... 118729.48 6518.0 6516.0 PX
121 PX604 20251010 6534.0 6574.0 ... 19.65 6552.0 6528.0 PX
122 PX605 20251010 6586.0 6610.0 ... 1296.28 6530.0 6542.0 PX
123 PX606 20251010 6582.0 6582.0 ... 19.50 6498.0 6600.0 PX
124 PX607 20251010 6596.0 6596.0 ... 6.55 6552.0 6622.0 PX
125 PX608 20251010 6540.0 6540.0 ... 3.27 6540.0 6624.0 PX
126 PX609 20251010 6532.0 6532.0 ... 3.27 6532.0 6574.0 PX
127 RI511 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251010 2499.0 2507.0 ... 48419.03 2455.0 2491.0 RM
134 RM601 20251010 2431.0 2437.0 ... 714082.80 2406.0 2429.0 RM
135 RM603 20251010 2345.0 2349.0 ... 9708.99 2336.0 2339.0 RM
136 RM605 20251010 2333.0 2341.0 ... 130459.77 2330.0 2330.0 RM
137 RM607 20251010 2323.0 2332.0 ... 5720.82 2322.0 2321.0 RM
138 RM608 20251010 2423.0 2433.0 ... 451.21 2426.0 2424.0 RM
139 RM609 20251010 2412.0 2424.0 ... 2960.46 2415.0 2412.0 RM
140 RS511 20251010 5207.0 5268.0 ... 36.64 5235.0 5223.0 RS
141 RS607 20251010 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251010 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251010 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251010 1163.0 1185.0 ... 3029.77 1164.0 1163.0 SA
145 SA511 20251010 1187.0 1201.0 ... 96198.32 1182.0 1181.0 SA
146 SA512 20251010 1244.0 1265.0 ... 218879.11 1241.0 1240.0 SA
147 SA601 20251010 1255.0 1275.0 ... 3037944.93 1253.0 1251.0 SA
148 SA602 20251010 1294.0 1313.0 ... 118002.86 1289.0 1288.0 SA
149 SA603 20251010 1300.0 1319.0 ... 104183.27 1296.0 1293.0 SA
150 SA604 20251010 1343.0 1361.0 ... 2072.84 1339.0 1335.0 SA
151 SA605 20251010 1350.0 1366.0 ... 184788.30 1347.0 1343.0 SA
152 SA606 20251010 1368.0 1385.0 ... 1292.98 1364.0 1361.0 SA
153 SA607 20251010 1370.0 1386.0 ... 2059.17 1369.0 1363.0 SA
154 SA608 20251010 1413.0 1421.0 ... 874.87 1407.0 1402.0 SA
155 SA609 20251010 1409.0 1427.0 ... 5950.98 1414.0 1407.0 SA
156 SF510 20251010 5312.0 5318.0 ... 6699.86 5310.0 5312.0 SF
157 SF511 20251010 5486.0 5498.0 ... 281033.81 5458.0 5472.0 SF
158 SF512 20251010 5464.0 5476.0 ... 77511.44 5420.0 5448.0 SF
159 SF601 20251010 5460.0 5468.0 ... 179341.33 5422.0 5448.0 SF
160 SF602 20251010 5428.0 5430.0 ... 41247.38 5380.0 5404.0 SF
161 SF603 20251010 5600.0 5608.0 ... 46450.93 5550.0 5580.0 SF
162 SF604 20251010 5536.0 5536.0 ... 8.29 5526.0 5588.0 SF
163 SF605 20251010 5580.0 5586.0 ... 4087.45 5528.0 5564.0 SF
164 SF606 20251010 5514.0 5522.0 ... 203.48 5500.0 5534.0 SF
165 SF607 20251010 5678.0 5678.0 ... 93.55 5670.0 5698.0 SF
166 SF608 20251010 5650.0 5650.0 ... 5.65 5650.0 5682.0 SF
167 SF609 20251010 5668.0 5672.0 ... 73.46 5652.0 5674.0 SF
168 SH510 20251010 2435.0 2435.0 ... 7.31 2435.0 2443.0 SH
169 SH511 20251010 2410.0 2434.0 ... 257270.77 2416.0 2433.0 SH
170 SH512 20251010 2460.0 2492.0 ... 186835.23 2477.0 2479.0 SH
171 SH601 20251010 2455.0 2488.0 ... 2084493.21 2469.0 2469.0 SH
172 SH602 20251010 2484.0 2522.0 ... 224253.25 2507.0 2503.0 SH
173 SH603 20251010 2501.0 2532.0 ... 191772.34 2518.0 2513.0 SH
174 SH604 20251010 2550.0 2577.0 ... 122.95 2561.0 2558.0 SH
175 SH605 20251010 2553.0 2584.0 ... 12285.95 2568.0 2564.0 SH
176 SH606 20251010 2586.0 2593.0 ... 62.16 2590.0 2581.0 SH
177 SH607 20251010 2589.0 2589.0 ... 38.78 2586.0 2569.0 SH
178 SH608 20251010 2603.0 2606.0 ... 78.03 2601.0 2591.0 SH
179 SH609 20251010 2608.0 2615.0 ... 109.61 2610.0 2606.0 SH
180 SM510 20251010 5632.0 5632.0 ... 416.70 5632.0 5646.0 SM
181 SM511 20251010 5768.0 5780.0 ... 33587.93 5752.0 5746.0 SM
182 SM512 20251010 5780.0 5780.0 ... 58649.71 5754.0 5748.0 SM
183 SM601 20251010 5776.0 5788.0 ... 362808.98 5760.0 5756.0 SM
184 SM602 20251010 5790.0 5796.0 ... 68372.84 5768.0 5760.0 SM
185 SM603 20251010 5798.0 5808.0 ... 86744.69 5780.0 5774.0 SM
186 SM604 20251010 0.0 0.0 ... 0.00 5794.0 5794.0 SM
187 SM605 20251010 5810.0 5828.0 ... 13341.48 5796.0 5796.0 SM
188 SM606 20251010 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251010 5824.0 5824.0 ... 23.27 5820.0 5810.0 SM
190 SM608 20251010 5836.0 5836.0 ... 2.92 5836.0 5848.0 SM
191 SM609 20251010 5850.0 5850.0 ... 405.82 5840.0 5842.0 SM
192 SR511 20251010 5551.0 5577.0 ... 47970.47 5553.0 5552.0 SR
193 SR601 20251010 5521.0 5537.0 ... 941782.45 5517.0 5517.0 SR
194 SR603 20251010 5506.0 5520.0 ... 151560.30 5502.0 5507.0 SR
195 SR605 20251010 5490.0 5500.0 ... 70819.69 5485.0 5481.0 SR
196 SR607 20251010 5487.0 5495.0 ... 2192.54 5481.0 5474.0 SR
197 SR609 20251010 5491.0 5500.0 ... 3364.24 5488.0 5484.0 SR
198 TA510 20251010 4558.0 4562.0 ... 12205.81 4518.0 4514.0 TA
199 TA511 20251010 4564.0 4582.0 ... 167144.16 4534.0 4544.0 TA
200 TA512 20251010 4552.0 4596.0 ... 123747.48 4548.0 4552.0 TA
201 TA601 20251010 4580.0 4604.0 ... 1352282.03 4554.0 4564.0 TA
202 TA602 20251010 4594.0 4616.0 ... 94996.70 4568.0 4572.0 TA
203 TA603 20251010 4606.0 4628.0 ... 52974.17 4574.0 4590.0 TA
204 TA604 20251010 4554.0 4554.0 ... 2.28 4554.0 4590.0 TA
205 TA605 20251010 4634.0 4650.0 ... 75641.43 4598.0 4612.0 TA
206 TA606 20251010 4576.0 4576.0 ... 9.15 4576.0 4644.0 TA
207 TA607 20251010 4596.0 4596.0 ... 29.84 4592.0 4652.0 TA
208 TA608 20251010 4610.0 4610.0 ... 25.32 4604.0 4632.0 TA
209 TA609 20251010 4674.0 4682.0 ... 959.99 4626.0 4658.0 TA
210 UR510 20251010 1500.0 1506.0 ... 1204.65 1503.0 1516.0 UR
211 UR511 20251010 1585.0 1591.0 ... 25018.59 1576.0 1593.0 UR
212 UR512 20251010 1594.0 1601.0 ... 16857.60 1587.0 1600.0 UR
213 UR601 20251010 1612.0 1614.0 ... 515667.41 1601.0 1619.0 UR
214 UR602 20251010 1616.0 1622.0 ... 18034.17 1608.0 1620.0 UR
215 UR603 20251010 1670.0 1670.0 ... 259.61 1664.0 1672.0 UR
216 UR604 20251010 1674.0 1674.0 ... 106.61 1666.0 1672.0 UR
217 UR605 20251010 1680.0 1681.0 ... 39844.52 1672.0 1681.0 UR
218 UR606 20251010 1680.0 1683.0 ... 908.13 1676.0 1686.0 UR
219 UR607 20251010 1715.0 1716.0 ... 191.58 1711.0 1722.0 UR
220 UR608 20251010 1709.0 1709.0 ... 37.52 1705.0 1716.0 UR
221 UR609 20251010 1705.0 1707.0 ... 970.99 1703.0 1706.0 UR
222 WH511 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:25:56,603 - future_1d - INFO - ak.get_czce_daily('2025-10-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251010 471 472.1 ... 3161391.79 466.2 468.7 SC
1 SC2512 20251010 473.9 474.5 ... 1414802.69 468.5 471.4 SC
2 SC2601 20251010 472 474.2 ... 316812.66 468.3 471.2 SC
3 SC2602 20251010 471.5 473.5 ... 41816.12 468.2 470.2 SC
4 SC2603 20251010 471.6 472.6 ... 16896.19 466.7 469.6 SC
5 SC2604 20251010 471.7 471.9 ... 6755.64 465.9 469.6 SC
6 SC2605 20251010 471 471.6 ... 7499.8 465.8 470.5 SC
7 SC2606 20251010 469.6 472.2 ... 12110.07 465.7 468.9 SC
8 SC2607 20251010 468.6 469.6 ... 234.08 468.1 470.8 SC
9 SC2608 20251010 465.3 465.7 ... 325.13 464.4 469.5 SC
10 SC2609 20251010 467.8 468.5 ... 1257.95 465.9 470.3 SC
11 SC2610 20251010 ... 0 464.9 471 SC
12 SC2612 20251010 469.5 469.6 ... 697.54 465 463.8 SC
13 SC2703 20251010 465.5 465.5 ... 185.71 464.2 472 SC
14 SC2706 20251010 ... 0 466 469.9 SC
15 SC2709 20251010 468.3 468.3 ... 277.98 463.3 469.4 SC
16 SC2712 20251010 ... 0 461.8 465.9 SC
17 SC2803 20251010 ... 0 458 458 SC
18 SC2806 20251010 456 458.2 ... 1096.03 456.6 455.2 SC
19 SC2809 20251010 456.9 460 ... 1465.01 457.8 458.2 SC
21 LU2511 20251010 3374 3378 ... 76172.122 3327 3329 LU
22 LU2512 20251010 3370 3371 ... 245365.822 3332 3342 LU
23 LU2601 20251010 3330 3353 ... 87812.969 3313 3326 LU
24 LU2602 20251010 3329 3341 ... 5574.851 3304 3318 LU
25 LU2603 20251010 3317 3336 ... 574.808 3303 3327 LU
26 LU2604 20251010 3282 3282 ... 13.109 3277 3300 LU
27 LU2605 20251010 3295 3295 ... 16.432 3286 3278 LU
28 LU2606 20251010 3277 3277 ... 26.046 3255 3289 LU
29 LU2607 20251010 3262 3262 ... 16.298 3259 3276 LU
30 LU2608 20251010 3260 3264 ... 39.088 3257 3271 LU
31 LU2609 20251010 3285 3285 ... 104.254 3257 3267 LU
32 LU2610 20251010 3260 3267 ... 35.86 3260 3267 LU
34 NR2510 20251010 12395 12395 ... 985.15 12310 12220 NR
35 NR2511 20251010 12465 12520 ... 703184.165 12395 12385 NR
36 NR2512 20251010 12475 12510 ... 427964.625 12400 12385 NR
37 NR2601 20251010 12485 12510 ... 142685.735 12400 12410 NR
38 NR2602 20251010 12420 12475 ... 3390.01 12370 12400 NR
39 NR2603 20251010 12400 12450 ... 2801.655 12395 12390 NR
40 NR2604 20251010 12400 12420 ... 445.705 12380 12390 NR
41 NR2605 20251010 12440 12450 ... 310.28 12410 12425 NR
42 NR2606 20251010 12475 12480 ... 62.07 12410 12470 NR
43 NR2607 20251010 12490 12490 ... 12.49 12490 12535 NR
44 NR2608 20251010 12535 12535 ... 12.535 12535 12570 NR
45 NR2609 20251010 ... 0 12510 12510 NR
47 BC2510 20251010 ... 0 76060 76060 BC
48 BC2511 20251010 77620 78240 ... 613583.705 77210 76560 BC
49 BC2512 20251010 77520 78310 ... 51169.195 77230 76870 BC
50 BC2601 20251010 77430 77780 ... 270.04 77150 76900 BC
51 BC2602 20251010 ... 0 76900 76900 BC
52 BC2603 20251010 ... 0 77470 77470 BC
53 BC2604 20251010 ... 0 77000 77000 BC
54 BC2605 20251010 ... 0 75900 75900 BC
55 BC2606 20251010 ... 0 75880 75880 BC
56 BC2607 20251010 77070 77300 ... 1191.175 76850 75800 BC
57 BC2608 20251010 ... 0 75800 75800 BC
58 BC2609 20251010 ... 0 75710 75710 BC
60 EC2510 20251010 1118.8 1138 ... 36438.1725 1125.5 1112.5 EC
61 EC2512 20251010 1670 1670 ... 252613.195 1605.1 1620.2 EC
62 EC2602 20251010 1385 1399 ... 48909.9605 1365.4 1410.9 EC
63 EC2604 20251010 1089.9 1119.9 ... 27926.309 1084.9 1108.4 EC
64 EC2606 20251010 1260.9 1290.8 ... 3233.508 1268 1294.6 EC
65 EC2608 20251010 1405 1422 ... 2824.423 1405.1 1415.5 EC
68 SC_TAS2511 20251010 ... SC_TAS
69 SC_TAS2512 20251010 ... SC_TAS
70 SC_TAS2601 20251010 ... SC_TAS
71 SC_TAS2602 20251010 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 18:25:56,724 - future_1d - INFO - ak.get_ine_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 a2511 20251010 3960.0 ... 3958.00 3960.0 A
1 a2601 20251010 3972.0 ... 3958.00 3948.0 A
2 a2603 20251010 3971.0 ... 3959.00 3947.0 A
3 a2605 20251010 4008.0 ... 3998.00 3977.0 A
4 a2607 20251010 4000.0 ... 3991.00 3973.0 A
5 a2609 20251010 4002.0 ... 3996.00 3973.0 A
6 b2510 20251010 3611.0 ... 3619.00 3648.0 B
7 b2511 20251010 3628.0 ... 3624.00 3633.0 B
8 b2512 20251010 3646.0 ... 3649.00 3647.0 B
9 b2601 20251010 3650.0 ... 3651.00 3647.0 B
10 b2602 20251010 3662.0 ... 3660.00 3655.0 B
11 b2603 20251010 3626.0 ... 3623.00 3621.0 B
12 b2604 20251010 3531.0 ... 3530.00 3521.0 B
13 b2605 20251010 3460.0 ... 3464.00 3450.0 B
14 b2606 20251010 3433.0 ... 3439.00 3423.0 B
15 b2607 20251010 3434.0 ... 3441.00 3427.0 B
16 b2608 20251010 3526.0 ... 3533.00 3520.0 B
17 b2609 20251010 3563.0 ... 3567.00 3553.0 B
18 bb2511 20251010 135.0 ... 139.40 141.6 BB
19 bb2601 20251010 148.0 ... 147.05 147.0 BB
20 bb2603 20251010 146.9 ... 147.05 147.1 BB
21 bb2605 20251010 147.5 ... 147.25 146.8 BB
22 bb2607 20251010 0.0 ... 152.15 151.7 BB
23 bb2609 20251010 0.0 ... 152.15 151.7 BB
24 bz2603 20251010 5743.0 ... 5733.00 5732.0 BZ
25 bz2604 20251010 5749.0 ... 5706.00 5696.0 BZ
26 bz2605 20251010 5770.0 ... 5731.00 5683.0 BZ
27 bz2606 20251010 0.0 ... 5672.00 5672.0 BZ
28 bz2607 20251010 5747.0 ... 5747.00 5681.0 BZ
29 bz2608 20251010 5736.0 ... 5736.00 5657.0 BZ
30 bz2609 20251010 0.0 ... 5835.00 5874.0 BZ
31 c2511 20251010 2136.0 ... 2131.00 2136.0 C
32 c2601 20251010 2125.0 ... 2125.00 2122.0 C
33 c2603 20251010 2139.0 ... 2139.00 2135.0 C
34 c2605 20251010 2201.0 ... 2202.00 2197.0 C
35 c2607 20251010 2211.0 ... 2214.00 2210.0 C
36 c2609 20251010 2228.0 ... 2228.00 2226.0 C
37 cs2511 20251010 2429.0 ... 2428.00 2438.0 CS
38 cs2601 20251010 2436.0 ... 2433.00 2440.0 CS
39 cs2603 20251010 2449.0 ... 2443.00 2448.0 CS
40 cs2605 20251010 2536.0 ... 2531.00 2535.0 CS
41 cs2607 20251010 2540.0 ... 2536.00 2541.0 CS
42 cs2609 20251010 2582.0 ... 2579.00 2577.0 CS
43 eb2510 20251010 6719.0 ... 6699.00 6705.0 EB
44 eb2511 20251010 6810.0 ... 6782.00 6787.0 EB
45 eb2512 20251010 6819.0 ... 6796.00 6801.0 EB
46 eb2601 20251010 6859.0 ... 6824.00 6825.0 EB
47 eb2602 20251010 6903.0 ... 6857.00 6864.0 EB
48 eb2603 20251010 6939.0 ... 6903.00 6906.0 EB
49 eb2604 20251010 6988.0 ... 6953.00 6946.0 EB
50 eb2605 20251010 7013.0 ... 6981.00 6975.0 EB
51 eb2606 20251010 7000.0 ... 6957.00 6980.0 EB
52 eb2607 20251010 6945.0 ... 6945.00 6959.0 EB
53 eb2608 20251010 7024.0 ... 6987.00 6997.0 EB
54 eb2609 20251010 0.0 ... 7018.00 7018.0 EB
55 eg2510 20251010 4212.0 ... 4197.00 4173.0 EG
56 eg2511 20251010 4156.0 ... 4147.00 4156.0 EG
57 eg2512 20251010 4163.0 ... 4132.00 4134.0 EG
58 eg2601 20251010 4165.0 ... 4137.00 4145.0 EG
59 eg2602 20251010 4150.0 ... 4133.00 4143.0 EG
60 eg2603 20251010 4160.0 ... 4128.00 4181.0 EG
61 eg2604 20251010 4238.0 ... 4210.00 4197.0 EG
62 eg2605 20251010 4243.0 ... 4208.00 4224.0 EG
63 eg2606 20251010 4254.0 ... 4211.00 4225.0 EG
64 eg2607 20251010 4269.0 ... 4228.00 4300.0 EG
65 eg2608 20251010 4239.0 ... 4233.00 4285.0 EG
66 eg2609 20251010 4289.0 ... 4267.00 4259.0 EG
67 fb2510 20251010 0.0 ... 1252.00 1252.0 FB
68 fb2511 20251010 1263.0 ... 1265.00 1265.5 FB
69 fb2512 20251010 1263.5 ... 1261.50 1257.0 FB
70 fb2601 20251010 1260.0 ... 1262.50 1260.0 FB
71 fb2602 20251010 1267.0 ... 1268.00 1264.5 FB
72 fb2603 20251010 1259.0 ... 1260.50 1256.0 FB
73 fb2604 20251010 1263.5 ... 1265.00 1270.5 FB
74 fb2605 20251010 0.0 ... 1299.00 1299.0 FB
75 fb2606 20251010 0.0 ... 1276.50 1276.5 FB
76 fb2607 20251010 0.0 ... 1302.50 1302.5 FB
77 fb2608 20251010 0.0 ... 1308.00 1308.0 FB
78 fb2609 20251010 0.0 ... 1296.00 1296.0 FB
79 i2510 20251010 816.0 ... 816.00 802.0 I
80 i2511 20251010 812.0 ... 811.50 804.0 I
81 i2512 20251010 804.5 ... 804.50 797.0 I
82 i2601 20251010 795.5 ... 795.50 787.0 I
83 i2602 20251010 790.5 ... 790.50 783.0 I
84 i2603 20251010 785.5 ... 786.00 777.0 I
85 i2604 20251010 781.5 ... 781.50 775.0 I
86 i2605 20251010 775.0 ... 774.50 765.5 I
87 i2606 20251010 768.5 ... 768.50 761.0 I
88 i2607 20251010 764.0 ... 763.50 757.0 I
89 i2608 20251010 759.5 ... 759.00 752.5 I
90 i2609 20251010 751.0 ... 754.00 745.5 I
91 j2510 20251010 1600.5 ... 1600.50 1600.5 J
92 j2511 20251010 1602.0 ... 1603.00 1580.0 J
93 j2512 20251010 1629.5 ... 1633.50 1611.0 J
94 j2601 20251010 1646.5 ... 1661.50 1636.0 J
95 j2602 20251010 1690.0 ... 1692.00 1669.5 J
96 j2603 20251010 0.0 ... 1707.50 1698.0 J
97 j2604 20251010 1797.5 ... 1797.50 1766.0 J
98 j2605 20251010 1810.0 ... 1813.50 1787.0 J
99 j2606 20251010 1832.5 ... 1833.50 1817.0 J
100 j2607 20251010 0.0 ... 1833.50 1833.5 J
101 j2608 20251010 1853.5 ... 1865.00 1853.5 J
102 j2609 20251010 1904.0 ... 1905.00 1879.0 J
103 jd2510 20251010 2500.0 ... 2592.00 2676.0 JD
104 jd2511 20251010 2870.0 ... 2836.00 2871.0 JD
105 jd2512 20251010 3050.0 ... 2983.00 3055.0 JD
106 jd2601 20251010 3255.0 ... 3189.00 3254.0 JD
107 jd2602 20251010 3060.0 ... 3044.00 3059.0 JD
108 jd2603 20251010 3114.0 ... 3103.00 3103.0 JD
109 jd2604 20251010 3232.0 ... 3240.00 3229.0 JD
110 jd2605 20251010 3405.0 ... 3415.00 3398.0 JD
111 jd2606 20251010 3269.0 ... 3274.00 3244.0 JD
112 jd2607 20251010 3501.0 ... 3515.00 3480.0 JD
113 jd2608 20251010 3963.0 ... 3974.00 3951.0 JD
114 jd2609 20251010 3840.0 ... 3857.00 3819.0 JD
115 jm2510 20251010 974.5 ... 968.00 953.5 JM
116 jm2511 20251010 1027.5 ... 1016.50 1008.0 JM
117 jm2512 20251010 1096.5 ... 1092.00 1075.5 JM
118 jm2601 20251010 1170.0 ... 1165.00 1147.0 JM
119 jm2602 20251010 1200.0 ... 1195.00 1173.0 JM
120 jm2603 20251010 1224.0 ... 1217.00 1195.5 JM
121 jm2604 20251010 1242.0 ... 1238.50 1216.0 JM
122 jm2605 20251010 1268.0 ... 1262.00 1241.5 JM
123 jm2606 20251010 1290.0 ... 1282.00 1268.5 JM
124 jm2607 20251010 1306.0 ... 1303.00 1286.5 JM
125 jm2608 20251010 1327.0 ... 1327.00 1313.0 JM
126 jm2609 20251010 1354.5 ... 1347.00 1326.5 JM
127 l2510 20251010 6986.0 ... 6989.00 6992.0 L
128 l2511 20251010 7018.0 ... 7032.00 7039.0 L
129 l2512 20251010 7062.0 ... 7044.00 7059.0 L
130 l2601 20251010 7075.0 ... 7052.00 7073.0 L
131 l2602 20251010 7072.0 ... 7042.00 7060.0 L
132 l2603 20251010 7084.0 ... 7057.00 7071.0 L
133 l2604 20251010 7122.0 ... 7099.00 7117.0 L
134 l2605 20251010 7115.0 ... 7084.00 7106.0 L
135 l2606 20251010 7115.0 ... 7079.00 7112.0 L
136 l2607 20251010 7145.0 ... 7106.00 7128.0 L
137 l2608 20251010 7168.0 ... 7145.00 7146.0 L
138 l2609 20251010 7164.0 ... 7134.00 7150.0 L
139 lg2511 20251010 830.0 ... 825.00 826.5 LG
140 lg2601 20251010 826.0 ... 827.50 823.5 LG
141 lg2603 20251010 833.5 ... 830.50 829.5 LG
142 lg2605 20251010 831.5 ... 832.50 830.0 LG
143 lg2607 20251010 833.0 ... 834.00 831.5 LG
144 lg2609 20251010 833.5 ... 833.00 830.5 LG
145 lh2511 20251010 11580.0 ... 11455.00 11695.0 LH
146 lh2601 20251010 12155.0 ... 12215.00 12235.0 LH
147 lh2603 20251010 11950.0 ... 11985.00 12035.0 LH
148 lh2605 20251010 12410.0 ... 12505.00 12480.0 LH
149 lh2607 20251010 13180.0 ... 13260.00 13180.0 LH
150 lh2609 20251010 13875.0 ... 13895.00 13850.0 LH
151 m2511 20251010 2907.0 ... 2897.00 2909.0 M
152 m2512 20251010 2953.0 ... 2937.00 2947.0 M
153 m2601 20251010 2938.0 ... 2924.00 2934.0 M
154 m2603 20251010 2906.0 ... 2899.00 2899.0 M
155 m2605 20251010 2750.0 ... 2755.00 2751.0 M
156 m2607 20251010 2737.0 ... 2738.00 2733.0 M
157 m2608 20251010 2856.0 ... 2863.00 2854.0 M
158 m2609 20251010 2859.0 ... 2867.00 2858.0 M
159 p2510 20251010 9408.0 ... 9416.00 9422.0 P
160 p2511 20251010 9462.0 ... 9382.00 9416.0 P
161 p2512 20251010 9512.0 ... 9444.00 9476.0 P
162 p2601 20251010 9570.0 ... 9488.00 9512.0 P
163 p2602 20251010 9558.0 ... 9472.00 9486.0 P
164 p2603 20251010 9514.0 ... 9436.00 9456.0 P
165 p2604 20251010 9446.0 ... 9384.00 9374.0 P
166 p2605 20251010 9350.0 ... 9294.00 9298.0 P
167 p2606 20251010 9260.0 ... 9200.00 9200.0 P
168 p2607 20251010 9148.0 ... 9090.00 9068.0 P
169 p2608 20251010 9014.0 ... 9038.00 8992.0 P
170 p2609 20251010 8900.0 ... 8926.00 8846.0 P
171 pg2510 20251010 4248.0 ... 4248.00 4277.0 PG
172 pg2511 20251010 4079.0 ... 4063.00 4078.0 PG
173 pg2512 20251010 3973.0 ... 3982.00 4000.0 PG
174 pg2601 20251010 3923.0 ... 3927.00 3945.0 PG
175 pg2602 20251010 3883.0 ... 3870.00 3883.0 PG
176 pg2603 20251010 3809.0 ... 3811.00 3822.0 PG
177 pg2604 20251010 4186.0 ... 4148.00 4215.0 PG
178 pg2605 20251010 4122.0 ... 4110.00 4128.0 PG
179 pg2606 20251010 4073.0 ... 4062.00 4075.0 PG
180 pg2607 20251010 4014.0 ... 4011.00 4005.0 PG
181 pg2608 20251010 3972.0 ... 3967.00 3955.0 PG
182 pg2609 20251010 3920.0 ... 3932.00 3919.0 PG
183 pp2510 20251010 6639.0 ... 6630.00 6642.0 PP
184 pp2511 20251010 6668.0 ... 6664.00 6684.0 PP
185 pp2512 20251010 6721.0 ... 6701.00 6719.0 PP
186 pp2601 20251010 6745.0 ... 6734.00 6750.0 PP
187 pp2602 20251010 6752.0 ... 6723.00 6743.0 PP
188 pp2603 20251010 6736.0 ... 6721.00 6736.0 PP
189 pp2604 20251010 6757.0 ... 6751.00 6759.0 PP
190 pp2605 20251010 6794.0 ... 6779.00 6801.0 PP
191 pp2606 20251010 6751.0 ... 6743.00 6759.0 PP
192 pp2607 20251010 6765.0 ... 6740.00 6747.0 PP
193 pp2608 20251010 6798.0 ... 6779.00 6794.0 PP
194 pp2609 20251010 6827.0 ... 6802.00 6835.0 PP
195 rr2510 20251010 0.0 ... 3612.00 3612.0 RR
196 rr2511 20251010 3624.0 ... 3627.00 3619.0 RR
197 rr2512 20251010 3594.0 ... 3605.00 3596.0 RR
198 rr2601 20251010 3633.0 ... 3634.00 3626.0 RR
199 rr2602 20251010 3620.0 ... 3618.00 3611.0 RR
200 rr2603 20251010 3618.0 ... 3617.00 3613.0 RR
201 rr2604 20251010 3621.0 ... 3623.00 3621.0 RR
202 rr2605 20251010 3617.0 ... 3617.00 3609.0 RR
203 rr2606 20251010 3620.0 ... 3615.00 3608.0 RR
204 rr2607 20251010 3608.0 ... 3617.00 3609.0 RR
205 rr2608 20251010 3578.0 ... 3620.00 3614.0 RR
206 rr2609 20251010 3592.0 ... 3626.00 3630.0 RR
207 v2510 20251010 4660.0 ... 4625.00 4634.0 V
208 v2511 20251010 4675.0 ... 4665.00 4667.0 V
209 v2512 20251010 4714.0 ... 4706.00 4704.0 V
210 v2601 20251010 4770.0 ... 4754.00 4755.0 V
211 v2602 20251010 4808.0 ... 4790.00 4805.0 V
212 v2603 20251010 4844.0 ... 4825.00 4839.0 V
213 v2604 20251010 5074.0 ... 5025.00 5049.0 V
214 v2605 20251010 5102.0 ... 5072.00 5085.0 V
215 v2606 20251010 5152.0 ... 5104.00 5119.0 V
216 v2607 20251010 5161.0 ... 5147.00 5153.0 V
217 v2608 20251010 5216.0 ... 5171.00 5195.0 V
218 v2609 20251010 5240.0 ... 5212.00 5231.0 V
219 y2511 20251010 8316.0 ... 8326.00 8290.0 Y
220 y2512 20251010 8362.0 ... 8370.00 8342.0 Y
221 y2601 20251010 8324.0 ... 8324.00 8294.0 Y
222 y2603 20251010 8270.0 ... 8266.00 8226.0 Y
223 y2605 20251010 8068.0 ... 8068.00 8044.0 Y
224 y2607 20251010 8036.0 ... 8014.00 7978.0 Y
225 y2608 20251010 8042.0 ... 8024.00 7988.0 Y
226 y2609 20251010 8004.0 ... 7988.00 7954.0 Y
[227 rows x 12 columns]
2025-10-17 18:25:57,418 - future_1d - INFO - ak.get_dce_daily('2025-10-10') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251010 ... 86530 86040 CU
1 1 CU2511 20251010 ... 86910 85910 CU
2 2 CU2512 20251010 ... 86910 85940 CU
3 3 CU2601 20251010 ... 86960 85900 CU
4 4 CU2602 20251010 ... 87010 85730 CU
5 5 CU2603 20251010 ... 87090 85740 CU
6 6 CU2604 20251010 ... 86700 86060 CU
7 7 CU2605 20251010 ... 86520 85860 CU
8 8 CU2606 20251010 ... 86870 85890 CU
9 9 CU2607 20251010 ... 86660 85640 CU
10 10 CU2608 20251010 ... 86640 85310 CU
11 11 CU2609 20251010 ... 86490 85410 CU
12 12 BC2510 20251010 ... 76060 76060 BC
13 13 BC2511 20251010 ... 77210 76560 BC
14 14 BC2512 20251010 ... 77230 76870 BC
15 15 BC2601 20251010 ... 77150 76900 BC
16 16 BC2602 20251010 ... 76900 76900 BC
17 17 BC2603 20251010 ... 77470 77470 BC
18 18 BC2604 20251010 ... 77000 77000 BC
19 19 BC2605 20251010 ... 75900 75900 BC
20 20 BC2606 20251010 ... 75880 75880 BC
21 21 BC2607 20251010 ... 76850 75800 BC
22 22 BC2608 20251010 ... 75800 75800 BC
23 23 BC2609 20251010 ... 75710 75710 BC
24 24 AL2510 20251010 ... 21055 21030 AL
25 25 AL2511 20251010 ... 21090 21005 AL
26 26 AL2512 20251010 ... 21090 21010 AL
27 27 AL2601 20251010 ... 21085 21010 AL
28 28 AL2602 20251010 ... 21080 21005 AL
29 29 AL2603 20251010 ... 21065 21005 AL
30 30 AL2604 20251010 ... 21100 21030 AL
31 31 AL2605 20251010 ... 21095 21055 AL
32 32 AL2606 20251010 ... 21085 21035 AL
33 33 AL2607 20251010 ... 21100 21070 AL
34 34 AL2608 20251010 ... 21100 21060 AL
35 35 AL2609 20251010 ... 21095 21060 AL
36 36 ZN2510 20251010 ... 22320 22165 ZN
37 37 ZN2511 20251010 ... 22385 22200 ZN
38 38 ZN2512 20251010 ... 22415 22230 ZN
39 39 ZN2601 20251010 ... 22450 22240 ZN
40 40 ZN2602 20251010 ... 22460 22290 ZN
41 41 ZN2603 20251010 ... 22520 22340 ZN
42 42 ZN2604 20251010 ... 22530 22375 ZN
43 43 ZN2605 20251010 ... 22580 22415 ZN
44 44 ZN2606 20251010 ... 22550 22425 ZN
45 45 ZN2607 20251010 ... 22590 22460 ZN
46 46 ZN2608 20251010 ... 22615 22435 ZN
47 47 ZN2609 20251010 ... 22600 22475 ZN
48 48 PB2510 20251010 ... 17075 17025 PB
49 49 PB2511 20251010 ... 17125 17040 PB
50 50 PB2512 20251010 ... 17145 17075 PB
51 51 PB2601 20251010 ... 17150 17095 PB
52 52 PB2602 20251010 ... 17170 16990 PB
53 53 PB2603 20251010 ... 17195 17205 PB
54 54 PB2604 20251010 ... 17185 17170 PB
55 55 PB2605 20251010 ... 17190 17195 PB
56 56 PB2606 20251010 ... 17190 17165 PB
57 57 PB2607 20251010 ... 17215 17020 PB
58 58 PB2608 20251010 ... 17230 17255 PB
59 59 PB2609 20251010 ... 17285 17285 PB
60 60 NI2510 20251010 ... 123510 122090 NI
61 61 NI2511 20251010 ... 123490 123120 NI
62 62 NI2512 20251010 ... 123650 123310 NI
63 63 NI2601 20251010 ... 124140 123530 NI
64 64 NI2602 20251010 ... 124730 123470 NI
65 65 NI2603 20251010 ... 124490 124010 NI
66 66 NI2604 20251010 ... 124710 124320 NI
67 67 NI2605 20251010 ... 124870 124550 NI
68 68 NI2606 20251010 ... 125130 124900 NI
69 69 NI2607 20251010 ... 125580 124850 NI
70 70 NI2608 20251010 ... 125770 125590 NI
71 71 NI2609 20251010 ... 125640 125660 NI
72 72 SN2510 20251010 ... 288270 284870 SN
73 73 SN2511 20251010 ... 288430 285070 SN
74 74 SN2512 20251010 ... 288660 285420 SN
75 75 SN2601 20251010 ... 288660 285490 SN
76 76 SN2602 20251010 ... 288930 285460 SN
77 77 SN2603 20251010 ... 289020 285280 SN
78 78 SN2604 20251010 ... 288650 284800 SN
79 79 SN2605 20251010 ... 288950 285020 SN
80 80 SN2606 20251010 ... 288740 285390 SN
81 81 SN2607 20251010 ... 288440 284640 SN
82 82 SN2608 20251010 ... 289090 285520 SN
83 83 SN2609 20251010 ... 287680 287820 SN
84 84 AO2510 20251010 ... 2834 2818 AO
85 85 AO2511 20251010 ... 2848 2844 AO
86 86 AO2512 20251010 ... 2871 2860 AO
87 87 AO2601 20251010 ... 2877 2871 AO
88 88 AO2602 20251010 ... 2891 2882 AO
89 89 AO2603 20251010 ... 2953 2949 AO
90 90 AO2604 20251010 ... 2966 2958 AO
91 91 AO2605 20251010 ... 2979 2965 AO
92 92 AO2606 20251010 ... 2982 2972 AO
93 93 AO2607 20251010 ... 2994 2978 AO
94 94 AO2608 20251010 ... 3004 2987 AO
95 95 AO2609 20251010 ... 3026 3000 AO
96 96 AD2511 20251010 ... 20560 20485 AD
97 97 AD2512 20251010 ... 20635 20535 AD
98 98 AD2601 20251010 ... 20655 20610 AD
99 99 AD2602 20251010 ... 20680 20620 AD
100 100 AD2603 20251010 ... 20520 20325 AD
101 101 AD2604 20251010 ... 20590 20360 AD
102 102 AD2605 20251010 ... 20610 20550 AD
103 103 AD2606 20251010 ... 20470 20365 AD
104 104 AD2607 20251010 ... 20510 20510 AD
105 105 AD2608 20251010 ... 20495 20495 AD
106 106 AD2609 20251010 ... 20670 20335 AD
107 107 AU2510 20251010 ... 909.14 912.68 AU
108 108 AU2511 20251010 ... 909.34 912.92 AU
109 109 AU2512 20251010 ... 909.44 912.96 AU
110 110 AU2602 20251010 ... 912.78 915.62 AU
111 111 AU2604 20251010 ... 915.4 917.54 AU
112 112 AU2606 20251010 ... 919.88 918.92 AU
113 113 AU2608 20251010 ... 920.88 921.98 AU
114 114 AU2610 20251010 ... 924.4 924.9 AU
115 115 AG2510 20251010 ... 11090 11193 AG
116 116 AG2511 20251010 ... 11208 11192 AG
117 117 AG2512 20251010 ... 11213 11209 AG
118 118 AG2601 20251010 ... 11236 11217 AG
119 119 AG2602 20251010 ... 11241 11235 AG
120 120 AG2603 20251010 ... 11274 11249 AG
121 121 AG2604 20251010 ... 11275 11256 AG
122 122 AG2605 20251010 ... 11290 11266 AG
123 123 AG2606 20251010 ... 11308 11255 AG
124 124 AG2607 20251010 ... 11279 11284 AG
125 125 AG2608 20251010 ... 11326 11293 AG
126 126 AG2609 20251010 ... 11320 11305 AG
127 127 RB2510 20251010 ... 3022 2998 RB
128 128 RB2511 20251010 ... 3039 3019 RB
129 129 RB2512 20251010 ... 3089 3070 RB
130 130 RB2601 20251010 ... 3107 3087 RB
131 131 RB2602 20251010 ... 3107 3093 RB
132 132 RB2603 20251010 ... 3128 3109 RB
133 133 RB2604 20251010 ... 3151 3131 RB
134 134 RB2605 20251010 ... 3166 3145 RB
135 135 RB2606 20251010 ... 3186 3158 RB
136 136 RB2607 20251010 ... 3192 3175 RB
137 137 RB2608 20251010 ... 3195 3180 RB
138 138 RB2609 20251010 ... 3203 3189 RB
139 139 WR2510 20251010 ... 3069 3069 WR
140 140 WR2511 20251010 ... 3270 3270 WR
141 141 WR2512 20251010 ... 3309 3309 WR
142 142 WR2601 20251010 ... 3416 3320 WR
143 143 WR2602 20251010 ... 3384 3301 WR
144 144 WR2603 20251010 ... 3361 3329 WR
145 145 WR2604 20251010 ... 3369 3339 WR
146 146 WR2605 20251010 ... 3385 3279 WR
147 147 WR2606 20251010 ... 3360 3356 WR
148 148 WR2607 20251010 ... 3390 3390 WR
149 149 WR2608 20251010 ... 3431 3431 WR
150 150 WR2609 20251010 ... 3430 3430 WR
151 151 HC2510 20251010 ... 3394 3352 HC
152 152 HC2511 20251010 ... 3327 3306 HC
153 153 HC2512 20251010 ... 3312 3300 HC
154 154 HC2601 20251010 ... 3290 3273 HC
155 155 HC2602 20251010 ... 3294 3272 HC
156 156 HC2603 20251010 ... 3295 3281 HC
157 157 HC2604 20251010 ... 3300 3286 HC
158 158 HC2605 20251010 ... 3299 3281 HC
159 159 HC2606 20251010 ... 3299 3286 HC
160 160 HC2607 20251010 ... 3306 3294 HC
161 161 HC2608 20251010 ... 3310 3298 HC
162 162 HC2609 20251010 ... 3319 3301 HC
163 163 SS2510 20251010 ... 12625 12600 SS
164 164 SS2511 20251010 ... 12840 12800 SS
165 165 SS2512 20251010 ... 12860 12820 SS
166 166 SS2601 20251010 ... 12935 12890 SS
167 167 SS2602 20251010 ... 12985 12925 SS
168 168 SS2603 20251010 ... 13080 13050 SS
169 169 SS2604 20251010 ... 13145 13115 SS
170 170 SS2605 20251010 ... 13235 13195 SS
171 171 SS2606 20251010 ... 13320 13290 SS
172 172 SS2607 20251010 ... 13340 13320 SS
173 173 SS2608 20251010 ... 13420 13375 SS
174 174 SS2609 20251010 ... 13465 13410 SS
175 175 SC2511 20251010 ... 466.2 468.7 SC
176 176 SC2512 20251010 ... 468.5 471.4 SC
177 177 SC2601 20251010 ... 468.3 471.2 SC
178 178 SC2602 20251010 ... 468.2 470.2 SC
179 179 SC2603 20251010 ... 466.7 469.6 SC
180 180 SC2604 20251010 ... 465.9 469.6 SC
181 181 SC2605 20251010 ... 465.8 470.5 SC
182 182 SC2606 20251010 ... 465.7 468.9 SC
183 183 SC2607 20251010 ... 468.1 470.8 SC
184 184 SC2608 20251010 ... 464.4 469.5 SC
185 185 SC2609 20251010 ... 465.9 470.3 SC
186 186 SC2610 20251010 ... 464.9 471 SC
187 187 SC2612 20251010 ... 465 463.8 SC
188 188 SC2703 20251010 ... 464.2 472 SC
189 189 SC2706 20251010 ... 466 469.9 SC
190 190 SC2709 20251010 ... 463.3 469.4 SC
191 191 SC2712 20251010 ... 461.8 465.9 SC
192 192 SC2803 20251010 ... 458 458 SC
193 193 SC2806 20251010 ... 456.6 455.2 SC
194 194 SC2809 20251010 ... 457.8 458.2 SC
195 195 LU2511 20251010 ... 3327 3329 LU
196 196 LU2512 20251010 ... 3332 3342 LU
197 197 LU2601 20251010 ... 3313 3326 LU
198 198 LU2602 20251010 ... 3304 3318 LU
199 199 LU2603 20251010 ... 3303 3327 LU
200 200 LU2604 20251010 ... 3277 3300 LU
201 201 LU2605 20251010 ... 3286 3278 LU
202 202 LU2606 20251010 ... 3255 3289 LU
203 203 LU2607 20251010 ... 3259 3276 LU
204 204 LU2608 20251010 ... 3257 3271 LU
205 205 LU2609 20251010 ... 3257 3267 LU
206 206 LU2610 20251010 ... 3260 3267 LU
207 207 FU2511 20251010 ... 2877 2935 FU
208 208 FU2512 20251010 ... 2832 2851 FU
209 209 FU2601 20251010 ... 2803 2813 FU
210 210 FU2602 20251010 ... 2779 2786 FU
211 211 FU2603 20251010 ... 2772 2780 FU
212 212 FU2604 20251010 ... 2766 2773 FU
213 213 FU2605 20251010 ... 2754 2761 FU
214 214 FU2606 20251010 ... 2749 2752 FU
215 215 FU2607 20251010 ... 2724 2727 FU
216 216 FU2608 20251010 ... 2701 2702 FU
217 217 FU2609 20251010 ... 2688 2691 FU
218 218 FU2610 20251010 ... 2678 2686 FU
219 219 BU2510 20251010 ... 3455 3470 BU
220 220 BU2511 20251010 ... 3346 3376 BU
221 221 BU2512 20251010 ... 3297 3327 BU
222 222 BU2601 20251010 ... 3278 3307 BU
223 223 BU2602 20251010 ... 3282 3314 BU
224 224 BU2603 20251010 ... 3295 3323 BU
225 225 BU2604 20251010 ... 3292 3319 BU
226 226 BU2605 20251010 ... 3309 3328 BU
227 227 BU2606 20251010 ... 3297 3328 BU
228 228 BU2607 20251010 ... 3316 3331 BU
229 229 BU2608 20251010 ... 3299 3356 BU
230 230 BU2609 20251010 ... 3283 3316 BU
231 231 BU2612 20251010 ... 3247 3270 BU
232 232 BU2703 20251010 ... 3253 3276 BU
233 233 BU2706 20251010 ... 3270 3282 BU
234 234 BU2709 20251010 ... 3272 3300 BU
235 235 BR2510 20251010 ... 11400 11310 BR
236 236 BR2511 20251010 ... 11245 11260 BR
237 237 BR2512 20251010 ... 11200 11235 BR
238 238 BR2601 20251010 ... 11200 11225 BR
239 239 BR2602 20251010 ... 11185 11245 BR
240 240 BR2603 20251010 ... 11255 11265 BR
241 241 BR2604 20251010 ... 11275 11195 BR
242 242 BR2605 20251010 ... 11245 11295 BR
243 243 BR2606 20251010 ... 11280 11345 BR
244 244 BR2607 20251010 ... 11400 11415 BR
245 245 BR2608 20251010 ... 11410 11460 BR
246 246 BR2609 20251010 ... 11485 11505 BR
247 247 RU2510 20251010 ... 14535 14535 RU
248 248 RU2511 20251010 ... 14545 14485 RU
249 249 RU2601 20251010 ... 15360 15325 RU
250 250 RU2603 20251010 ... 15310 15345 RU
251 251 RU2604 20251010 ... 15310 15290 RU
252 252 RU2605 20251010 ... 15315 15290 RU
253 253 RU2606 20251010 ... 15315 15270 RU
254 254 RU2607 20251010 ... 15400 15370 RU
255 255 RU2608 20251010 ... 15375 15300 RU
256 256 RU2609 20251010 ... 15365 15315 RU
257 257 NR2510 20251010 ... 12310 12220 NR
258 258 NR2511 20251010 ... 12395 12385 NR
259 259 NR2512 20251010 ... 12400 12385 NR
260 260 NR2601 20251010 ... 12400 12410 NR
261 261 NR2602 20251010 ... 12370 12400 NR
262 262 NR2603 20251010 ... 12395 12390 NR
263 263 NR2604 20251010 ... 12380 12390 NR
264 264 NR2605 20251010 ... 12410 12425 NR
265 265 NR2606 20251010 ... 12410 12470 NR
266 266 NR2607 20251010 ... 12490 12535 NR
267 267 NR2608 20251010 ... 12535 12570 NR
268 268 NR2609 20251010 ... 12510 12510 NR
269 269 SP2510 20251010 ... 4808 4808 SP
270 270 SP2511 20251010 ... 4816 4812 SP
271 271 SP2512 20251010 ... 4838 4832 SP
272 272 SP2601 20251010 ... 5108 5108 SP
273 273 SP2602 20251010 ... 5118 5114 SP
274 274 SP2603 20251010 ... 5128 5130 SP
275 275 SP2604 20251010 ... 5152 5140 SP
276 276 SP2605 20251010 ... 5152 5150 SP
277 277 SP2606 20251010 ... 5190 5182 SP
278 278 SP2607 20251010 ... 5172 5170 SP
279 279 SP2608 20251010 ... 5180 5192 SP
280 280 SP2609 20251010 ... 5190 5178 SP
281 281 OP2601 20251010 ... 4224 4214 OP
282 282 OP2602 20251010 ... 4234 4224 OP
283 283 OP2603 20251010 ... 4234 4222 OP
284 284 OP2604 20251010 ... 4258 4268 OP
285 285 OP2605 20251010 ... 4260 4266 OP
286 286 OP2606 20251010 ... 4234 4234 OP
287 287 OP2607 20251010 ... 4238 4238 OP
288 288 OP2608 20251010 ... 4240 4248 OP
289 289 OP2609 20251010 ... 4242 4266 OP
290 290 EC2510 20251010 ... 1125.5 1112.5 EC
291 291 EC2512 20251010 ... 1605.1 1620.2 EC
292 292 EC2602 20251010 ... 1365.4 1410.9 EC
293 293 EC2604 20251010 ... 1084.9 1108.4 EC
294 294 EC2606 20251010 ... 1268 1294.6 EC
295 295 EC2608 20251010 ... 1405.1 1415.5 EC
296 296 SC_TAS2511 20251010 ... SC_TAS
297 297 SC_TAS2512 20251010 ... SC_TAS
298 298 SC_TAS2601 20251010 ... SC_TAS
299 299 SC_TAS2602 20251010 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 18:25:57,538 - future_1d - INFO - ak.get_shfe_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 IC2510 20251010 7491.000 ... 7389.600 7531.400 IC
1 IC2511 20251010 7439.000 ... 7320.000 7471.600 IC
2 IC2512 20251010 7398.800 ... 7272.600 7432.800 IC
3 IC2603 20251010 7230.000 ... 7109.200 7272.200 IC
4 IF2510 20251010 4673.400 ... 4615.200 4712.000 IF
5 IF2511 20251010 4673.800 ... 4603.600 4703.200 IF
6 IF2512 20251010 4664.000 ... 4593.200 4694.400 IF
7 IF2603 20251010 4647.400 ... 4571.200 4672.600 IF
8 IH2510 20251010 3002.000 ... 2974.000 3022.800 IH
9 IH2511 20251010 3004.800 ... 2973.200 3022.200 IH
10 IH2512 20251010 3010.000 ... 2973.200 3024.200 IH
11 IH2603 20251010 3008.400 ... 2972.600 3023.800 IH
12 IM2510 20251010 7579.600 ... 7519.600 7618.800 IM
13 IM2511 20251010 7508.000 ... 7427.400 7539.400 IM
14 IM2512 20251010 7415.000 ... 7346.400 7467.800 IM
15 IM2603 20251010 7207.400 ... 7127.400 7248.800 IM
16 T2512 20251010 108.075 ... 107.960 108.050 T
17 T2603 20251010 107.765 ... 107.665 107.730 T
18 T2606 20251010 107.600 ... 107.535 107.615 T
19 TF2512 20251010 105.750 ... 105.655 105.750 TF
20 TF2603 20251010 105.625 ... 105.555 105.610 TF
21 TF2606 20251010 105.660 ... 105.575 105.625 TF
22 TL2512 20251010 114.590 ... 114.020 114.530 TL
23 TL2603 20251010 114.280 ... 113.690 114.180 TL
24 TL2606 20251010 114.240 ... 113.610 114.140 TL
25 TS2512 20251010 102.410 ... 102.352 102.410 TS
26 TS2603 20251010 102.304 ... 102.264 102.304 TS
27 TS2606 20251010 102.332 ... 102.324 102.356 TS
[28 rows x 12 columns]
2025-10-17 18:25:57,733 - future_1d - INFO - ak.get_cffex_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 PS2510 20251010 49450.0 ... 50770.0 50760.0 PS
1 PS2511 20251010 50750.0 ... 49915.0 50185.0 PS
2 PS2512 20251010 53600.0 ... 52635.0 52860.0 PS
3 PS2601 20251010 53600.0 ... 52560.0 52695.0 PS
4 PS2602 20251010 53460.0 ... 52415.0 52535.0 PS
5 PS2603 20251010 54175.0 ... 52595.0 52620.0 PS
6 PS2604 20251010 53980.0 ... 52535.0 52550.0 PS
7 PS2605 20251010 53005.0 ... 52395.0 52570.0 PS
8 PS2606 20251010 54810.0 ... 54405.0 54535.0 PS
9 PS2607 20251010 54885.0 ... 54390.0 54430.0 PS
10 PS2608 20251010 54265.0 ... 54265.0 54115.0 PS
11 PS2609 20251010 54725.0 ... 54075.0 54065.0 PS
13 SI2510 20251010 8640.0 ... 8655.0 8640.0 SI
14 SI2511 20251010 8680.0 ... 8725.0 8645.0 SI
15 SI2512 20251010 9030.0 ... 9095.0 9035.0 SI
16 SI2601 20251010 9040.0 ... 9055.0 8985.0 SI
17 SI2602 20251010 9030.0 ... 9060.0 8990.0 SI
18 SI2603 20251010 8975.0 ... 9020.0 8975.0 SI
19 SI2604 20251010 9095.0 ... 9085.0 9000.0 SI
20 SI2605 20251010 9050.0 ... 9085.0 9020.0 SI
21 SI2606 20251010 9130.0 ... 9105.0 9020.0 SI
22 SI2607 20251010 9160.0 ... 9150.0 9055.0 SI
23 SI2608 20251010 9175.0 ... 9120.0 9040.0 SI
24 SI2609 20251010 9150.0 ... 9135.0 9060.0 SI
27 LC2510 20251010 73060.0 ... 72980.0 73040.0 LC
28 LC2511 20251010 73200.0 ... 73100.0 73700.0 LC
29 LC2512 20251010 73000.0 ... 73300.0 73780.0 LC
30 LC2601 20251010 73380.0 ... 73280.0 73640.0 LC
31 LC2602 20251010 72900.0 ... 73140.0 73320.0 LC
32 LC2603 20251010 72900.0 ... 73080.0 73400.0 LC
33 LC2604 20251010 73500.0 ... 73600.0 73820.0 LC
34 LC2605 20251010 73480.0 ... 73620.0 73740.0 LC
35 LC2606 20251010 73320.0 ... 73460.0 73720.0 LC
36 LC2607 20251010 73280.0 ... 73480.0 73600.0 LC
37 LC2608 20251010 73480.0 ... 73700.0 73720.0 LC
38 LC2609 20251010 73540.0 ... 73760.0 73720.0 LC
[36 rows x 12 columns]
2025-10-17 18:25:57,958 - future_1d - INFO - ak.get_gfex_daily('2025-10-10') done
2025-10-17 18:25:59,725 - future_1d - INFO - save future_daily 2025-10-10 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251013 9179.0 9184.0 ... 247.60 9170.0 9037.0 AP
1 AP511 20251013 8770.0 8770.0 ... 15123.95 8697.0 8747.0 AP
2 AP512 20251013 8695.0 8695.0 ... 2074.47 8644.0 8689.0 AP
3 AP601 20251013 8723.0 8723.0 ... 833542.16 8665.0 8721.0 AP
4 AP603 20251013 8580.0 8605.0 ... 3473.66 8556.0 8580.0 AP
5 AP604 20251013 8600.0 8628.0 ... 1519.73 8586.0 8592.0 AP
6 AP605 20251013 8688.0 8707.0 ... 39803.70 8651.0 8640.0 AP
7 CF511 20251013 13250.0 13390.0 ... 349777.06 13330.0 13340.0 CF
8 CF601 20251013 13265.0 13365.0 ... 1873355.61 13285.0 13355.0 CF
9 CF603 20251013 13300.0 13375.0 ... 119069.36 13300.0 13335.0 CF
10 CF605 20251013 13300.0 13410.0 ... 478502.79 13325.0 13405.0 CF
11 CF607 20251013 13365.0 13435.0 ... 1854.27 13340.0 13435.0 CF
12 CF609 20251013 13510.0 13590.0 ... 5072.95 13510.0 13590.0 CF
13 CJ512 20251013 11040.0 11140.0 ... 7329.95 11065.0 11015.0 CJ
14 CJ601 20251013 11165.0 11245.0 ... 980120.35 11150.0 11110.0 CJ
15 CJ603 20251013 11105.0 11190.0 ... 12708.03 11100.0 11060.0 CJ
16 CJ605 20251013 11245.0 11300.0 ... 146275.18 11220.0 11170.0 CJ
17 CJ607 20251013 11275.0 11370.0 ... 1975.92 11290.0 11225.0 CJ
18 CJ609 20251013 11375.0 11480.0 ... 1180.63 11405.0 11365.0 CJ
19 CY510 20251013 0.0 0.0 ... 0.00 19455.0 19515.0 CY
20 CY511 20251013 19715.0 19790.0 ... 11478.36 19720.0 19725.0 CY
21 CY512 20251013 19100.0 19100.0 ... 19.10 19100.0 19310.0 CY
22 CY601 20251013 19290.0 19435.0 ... 107116.74 19355.0 19415.0 CY
23 CY602 20251013 19595.0 19595.0 ... 9.80 19595.0 19485.0 CY
24 CY603 20251013 19540.0 19540.0 ... 29.31 19540.0 19560.0 CY
25 CY604 20251013 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251013 19540.0 19590.0 ... 39.11 19555.0 19575.0 CY
27 CY606 20251013 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251013 0.0 0.0 ... 0.00 19845.0 19850.0 CY
29 CY608 20251013 19535.0 19550.0 ... 29.32 19545.0 19335.0 CY
30 CY609 20251013 19700.0 19745.0 ... 29.59 19725.0 19805.0 CY
31 FG510 20251013 1081.0 1087.0 ... 34.74 1086.0 1099.0 FG
32 FG511 20251013 1095.0 1099.0 ... 225738.73 1085.0 1117.0 FG
33 FG512 20251013 1209.0 1209.0 ... 89147.14 1186.0 1230.0 FG
34 FG601 20251013 1195.0 1199.0 ... 4880151.55 1178.0 1224.0 FG
35 FG602 20251013 1262.0 1276.0 ... 39225.58 1240.0 1282.0 FG
36 FG603 20251013 1263.0 1280.0 ... 85376.23 1244.0 1288.0 FG
37 FG604 20251013 1329.0 1329.0 ... 2460.54 1312.0 1355.0 FG
38 FG605 20251013 1325.0 1327.0 ... 237964.57 1310.0 1351.0 FG
39 FG606 20251013 1352.0 1355.0 ... 2005.55 1344.0 1384.0 FG
40 FG607 20251013 1350.0 1350.0 ... 3246.68 1338.0 1372.0 FG
41 FG608 20251013 1394.0 1399.0 ... 1969.34 1389.0 1416.0 FG
42 FG609 20251013 1400.0 1400.0 ... 7377.54 1390.0 1417.0 FG
43 JR511 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251013 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251013 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251013 2204.0 2231.0 ... 553.95 2216.0 2204.0 MA
52 MA511 20251013 2255.0 2312.0 ... 111083.11 2288.0 2243.0 MA
53 MA512 20251013 2288.0 2337.0 ... 114888.52 2319.0 2270.0 MA
54 MA601 20251013 2310.0 2358.0 ... 2948666.47 2335.0 2295.0 MA
55 MA602 20251013 2336.0 2383.0 ... 114827.03 2364.0 2326.0 MA
56 MA603 20251013 2358.0 2396.0 ... 139502.89 2380.0 2347.0 MA
57 MA604 20251013 2363.0 2389.0 ... 142.84 2381.0 2360.0 MA
58 MA605 20251013 2351.0 2377.0 ... 366079.27 2361.0 2346.0 MA
59 MA606 20251013 2366.0 2378.0 ... 23.68 2368.0 2351.0 MA
60 MA607 20251013 2338.0 2357.0 ... 455.40 2347.0 2341.0 MA
61 MA608 20251013 2334.0 2349.0 ... 16.37 2338.0 2347.0 MA
62 MA609 20251013 2315.0 2332.0 ... 4651.40 2319.0 2321.0 MA
63 OI511 20251013 10226.0 10232.0 ... 245449.62 10149.0 10308.0 OI
64 OI601 20251013 10058.0 10064.0 ... 2729776.83 9987.0 10138.0 OI
65 OI603 20251013 9858.0 9874.0 ... 311421.85 9818.0 9916.0 OI
66 OI605 20251013 9590.0 9605.0 ... 133233.75 9549.0 9652.0 OI
67 OI607 20251013 9521.0 9536.0 ... 1081.75 9489.0 9559.0 OI
68 OI609 20251013 9472.0 9482.0 ... 1113.52 9437.0 9512.0 OI
69 PF510 20251013 6162.0 6162.0 ... 86.24 6160.0 6200.0 PF
70 PF511 20251013 6188.0 6208.0 ... 369690.63 6184.0 6228.0 PF
71 PF512 20251013 6152.0 6162.0 ... 750754.31 6136.0 6184.0 PF
72 PF601 20251013 6198.0 6206.0 ... 83485.03 6180.0 6230.0 PF
73 PF602 20251013 6156.0 6168.0 ... 378806.48 6146.0 6188.0 PF
74 PF603 20251013 6136.0 6154.0 ... 27467.79 6126.0 6184.0 PF
75 PF604 20251013 6220.0 6242.0 ... 121.06 6208.0 6246.0 PF
76 PF605 20251013 6238.0 6248.0 ... 453.17 6208.0 6262.0 PF
77 PF606 20251013 6220.0 6252.0 ... 195.73 6214.0 6280.0 PF
78 PF607 20251013 6266.0 6272.0 ... 99.79 6238.0 6302.0 PF
79 PF608 20251013 6290.0 6292.0 ... 18.80 6268.0 6326.0 PF
80 PF609 20251013 6288.0 6294.0 ... 37.64 6274.0 6360.0 PF
81 PK510 20251013 7850.0 8134.0 ... 321.99 7854.0 7678.0 PK
82 PK511 20251013 7810.0 7932.0 ... 518888.53 7866.0 7816.0 PK
83 PK512 20251013 7810.0 7986.0 ... 200933.09 7874.0 7792.0 PK
84 PK601 20251013 7860.0 8040.0 ... 497693.03 7934.0 7838.0 PK
85 PK603 20251013 7878.0 8110.0 ... 108199.06 7994.0 7886.0 PK
86 PK604 20251013 7922.0 8114.0 ... 1134.44 8018.0 7924.0 PK
87 PK605 20251013 7958.0 8158.0 ... 34007.03 8044.0 7928.0 PK
88 PL601 20251013 6205.0 6219.0 ... 84232.37 6190.0 6205.0 PL
89 PL602 20251013 6241.0 6252.0 ... 15931.23 6228.0 6242.0 PL
90 PL603 20251013 6229.0 6243.0 ... 16274.40 6221.0 6240.0 PL
91 PL604 20251013 0.0 0.0 ... 0.00 6239.0 6239.0 PL
92 PL605 20251013 6202.0 6219.0 ... 148.72 6197.0 6200.0 PL
93 PL606 20251013 6183.0 6183.0 ... 12.37 6183.0 6290.0 PL
94 PL607 20251013 6199.0 6257.0 ... 62.11 6211.0 6244.0 PL
95 PL608 20251013 0.0 0.0 ... 0.00 6415.0 6429.0 PL
96 PL609 20251013 0.0 0.0 ... 0.00 6331.0 6343.0 PL
97 PM511 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251013 0.0 0.0 ... 0.00 5710.0 5738.0 PR
104 PR511 20251013 5688.0 5694.0 ... 63099.17 5674.0 5734.0 PR
105 PR512 20251013 5646.0 5670.0 ... 307170.80 5650.0 5702.0 PR
106 PR601 20251013 5618.0 5650.0 ... 276097.42 5628.0 5686.0 PR
107 PR602 20251013 5684.0 5690.0 ... 78682.13 5666.0 5712.0 PR
108 PR603 20251013 5686.0 5702.0 ... 630.68 5682.0 5728.0 PR
109 PR604 20251013 5722.0 5732.0 ... 436.49 5706.0 5750.0 PR
110 PR605 20251013 5742.0 5750.0 ... 360.94 5730.0 5800.0 PR
111 PR606 20251013 5780.0 5780.0 ... 17.32 5774.0 5814.0 PR
112 PR607 20251013 5768.0 5768.0 ... 25.90 5756.0 5810.0 PR
113 PR608 20251013 5770.0 5770.0 ... 8.66 5770.0 5790.0 PR
114 PR609 20251013 5768.0 5768.0 ... 8.65 5768.0 5832.0 PR
115 PX510 20251013 0.0 0.0 ... 0.00 6402.0 6458.0 PX
116 PX511 20251013 6484.0 6502.0 ... 352883.64 6464.0 6532.0 PX
117 PX512 20251013 6478.0 6484.0 ... 116018.56 6444.0 6516.0 PX
118 PX601 20251013 6470.0 6478.0 ... 358197.49 6440.0 6508.0 PX
119 PX602 20251013 6466.0 6488.0 ... 113321.41 6454.0 6516.0 PX
120 PX603 20251013 6392.0 6486.0 ... 89774.39 6450.0 6518.0 PX
121 PX604 20251013 0.0 0.0 ... 0.00 6468.0 6552.0 PX
122 PX605 20251013 6476.0 6508.0 ... 1731.32 6472.0 6530.0 PX
123 PX606 20251013 6478.0 6480.0 ... 6.48 6480.0 6498.0 PX
124 PX607 20251013 0.0 0.0 ... 0.00 6498.0 6552.0 PX
125 PX608 20251013 6494.0 6514.0 ... 9.76 6506.0 6540.0 PX
126 PX609 20251013 6402.0 6530.0 ... 48.61 6482.0 6532.0 PX
127 RI511 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251013 2446.0 2476.0 ... 110910.67 2414.0 2455.0 RM
134 RM601 20251013 2390.0 2425.0 ... 690544.91 2398.0 2406.0 RM
135 RM603 20251013 2325.0 2347.0 ... 6457.38 2328.0 2336.0 RM
136 RM605 20251013 2323.0 2344.0 ... 135988.57 2323.0 2330.0 RM
137 RM607 20251013 2317.0 2335.0 ... 7481.71 2313.0 2322.0 RM
138 RM608 20251013 2415.0 2437.0 ... 495.84 2419.0 2426.0 RM
139 RM609 20251013 2412.0 2427.0 ... 3120.69 2408.0 2415.0 RM
140 RS511 20251013 5350.0 5570.0 ... 626.26 5399.0 5235.0 RS
141 RS607 20251013 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251013 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251013 5460.0 5466.0 ... 10.93 5463.0 5561.0 RS
144 SA510 20251013 1155.0 1164.0 ... 719.06 1156.0 1164.0 SA
145 SA511 20251013 1169.0 1184.0 ... 150992.97 1175.0 1182.0 SA
146 SA512 20251013 1229.0 1242.0 ... 203034.69 1233.0 1241.0 SA
147 SA601 20251013 1238.0 1254.0 ... 2759861.68 1243.0 1253.0 SA
148 SA602 20251013 1279.0 1289.0 ... 310592.08 1281.0 1289.0 SA
149 SA603 20251013 1285.0 1297.0 ... 362749.76 1287.0 1296.0 SA
150 SA604 20251013 1324.0 1351.0 ... 1469.97 1331.0 1339.0 SA
151 SA605 20251013 1330.0 1344.0 ... 164309.02 1333.0 1347.0 SA
152 SA606 20251013 1348.0 1362.0 ... 1391.67 1354.0 1364.0 SA
153 SA607 20251013 1353.0 1367.0 ... 1357.07 1357.0 1369.0 SA
154 SA608 20251013 1393.0 1404.0 ... 447.05 1397.0 1407.0 SA
155 SA609 20251013 1401.0 1411.0 ... 5545.93 1403.0 1414.0 SA
156 SF510 20251013 5256.0 5256.0 ... 341.13 5248.0 5310.0 SF
157 SF511 20251013 5388.0 5436.0 ... 437661.58 5402.0 5458.0 SF
158 SF512 20251013 5366.0 5400.0 ... 85465.97 5370.0 5420.0 SF
159 SF601 20251013 5356.0 5390.0 ... 277937.20 5362.0 5422.0 SF
160 SF602 20251013 5300.0 5348.0 ... 126604.08 5320.0 5380.0 SF
161 SF603 20251013 5510.0 5526.0 ... 127186.78 5504.0 5550.0 SF
162 SF604 20251013 5482.0 5482.0 ... 2.74 5482.0 5526.0 SF
163 SF605 20251013 5474.0 5500.0 ... 7901.55 5478.0 5528.0 SF
164 SF606 20251013 5476.0 5476.0 ... 70.77 5444.0 5500.0 SF
165 SF607 20251013 5632.0 5632.0 ... 58.95 5614.0 5670.0 SF
166 SF608 20251013 5634.0 5634.0 ... 5.63 5628.0 5650.0 SF
167 SF609 20251013 5620.0 5636.0 ... 58.83 5604.0 5652.0 SF
168 SH510 20251013 0.0 0.0 ... 0.00 2418.0 2435.0 SH
169 SH511 20251013 2423.0 2429.0 ... 264538.74 2408.0 2416.0 SH
170 SH512 20251013 2475.0 2484.0 ... 115601.81 2463.0 2477.0 SH
171 SH601 20251013 2470.0 2474.0 ... 2131163.08 2452.0 2469.0 SH
172 SH602 20251013 2503.0 2512.0 ... 232652.22 2488.0 2507.0 SH
173 SH603 20251013 2516.0 2522.0 ... 226706.45 2497.0 2518.0 SH
174 SH604 20251013 2543.0 2568.0 ... 1469.57 2538.0 2561.0 SH
175 SH605 20251013 2566.0 2573.0 ... 17540.34 2549.0 2568.0 SH
176 SH606 20251013 2565.0 2592.0 ... 1395.18 2569.0 2590.0 SH
177 SH607 20251013 2568.0 2588.0 ... 238.80 2568.0 2586.0 SH
178 SH608 20251013 2590.0 2594.0 ... 139.76 2588.0 2601.0 SH
179 SH609 20251013 2606.0 2614.0 ... 202.58 2597.0 2610.0 SH
180 SM510 20251013 5628.0 5628.0 ... 14.07 5628.0 5632.0 SM
181 SM511 20251013 5754.0 5760.0 ... 82827.67 5736.0 5752.0 SM
182 SM512 20251013 5736.0 5766.0 ... 118658.49 5742.0 5754.0 SM
183 SM601 20251013 5734.0 5772.0 ... 455797.99 5746.0 5760.0 SM
184 SM602 20251013 5732.0 5778.0 ... 59226.86 5754.0 5768.0 SM
185 SM603 20251013 5736.0 5794.0 ... 160204.94 5766.0 5780.0 SM
186 SM604 20251013 5766.0 5770.0 ... 5.77 5768.0 5794.0 SM
187 SM605 20251013 5766.0 5800.0 ... 15677.94 5770.0 5796.0 SM
188 SM606 20251013 5784.0 5804.0 ... 34.70 5784.0 5796.0 SM
189 SM607 20251013 5790.0 5814.0 ... 11.59 5796.0 5820.0 SM
190 SM608 20251013 5834.0 5834.0 ... 5.82 5822.0 5836.0 SM
191 SM609 20251013 5792.0 5834.0 ... 1181.52 5806.0 5840.0 SM
192 SR511 20251013 5520.0 5532.0 ... 144994.96 5515.0 5553.0 SR
193 SR601 20251013 5490.0 5503.0 ... 1167868.96 5474.0 5517.0 SR
194 SR603 20251013 5485.0 5490.0 ... 180724.64 5461.0 5502.0 SR
195 SR605 20251013 5464.0 5474.0 ... 88193.18 5444.0 5485.0 SR
196 SR607 20251013 5466.0 5474.0 ... 3060.47 5446.0 5481.0 SR
197 SR609 20251013 5469.0 5480.0 ... 3429.58 5452.0 5488.0 SR
198 TA510 20251013 4466.0 4488.0 ... 17559.35 4470.0 4518.0 TA
199 TA511 20251013 4484.0 4504.0 ... 234826.64 4486.0 4534.0 TA
200 TA512 20251013 4480.0 4520.0 ... 166389.77 4500.0 4548.0 TA
201 TA601 20251013 4506.0 4532.0 ... 1361502.97 4512.0 4554.0 TA
202 TA602 20251013 4520.0 4542.0 ... 219779.69 4524.0 4568.0 TA
203 TA603 20251013 4532.0 4554.0 ... 117863.23 4536.0 4574.0 TA
204 TA604 20251013 4540.0 4556.0 ... 15.93 4554.0 4554.0 TA
205 TA605 20251013 4560.0 4580.0 ... 85276.96 4560.0 4598.0 TA
206 TA606 20251013 4552.0 4582.0 ... 18.29 4574.0 4576.0 TA
207 TA607 20251013 4578.0 4596.0 ... 16.06 4588.0 4592.0 TA
208 TA608 20251013 4588.0 4600.0 ... 16.09 4598.0 4604.0 TA
209 TA609 20251013 4600.0 4604.0 ... 2613.61 4590.0 4626.0 TA
210 UR510 20251013 1499.0 1511.0 ... 233.32 1505.0 1503.0 UR
211 UR511 20251013 1568.0 1591.0 ... 47168.91 1582.0 1576.0 UR
212 UR512 20251013 1576.0 1603.0 ... 30818.55 1594.0 1587.0 UR
213 UR601 20251013 1590.0 1617.0 ... 611518.35 1605.0 1601.0 UR
214 UR602 20251013 1595.0 1624.0 ... 23648.95 1616.0 1608.0 UR
215 UR603 20251013 1663.0 1675.0 ... 412.92 1665.0 1664.0 UR
216 UR604 20251013 1666.0 1680.0 ... 240.76 1672.0 1666.0 UR
217 UR605 20251013 1666.0 1683.0 ... 49534.15 1673.0 1672.0 UR
218 UR606 20251013 1669.0 1688.0 ... 570.05 1677.0 1676.0 UR
219 UR607 20251013 1706.0 1718.0 ... 157.47 1712.0 1711.0 UR
220 UR608 20251013 1706.0 1715.0 ... 47.85 1709.0 1705.0 UR
221 UR609 20251013 1700.0 1715.0 ... 454.03 1707.0 1703.0 UR
222 WH511 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:26:09,187 - future_1d - INFO - ak.get_czce_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 SC2511 20251013 455.5 ... 451.5 466.2 SC
1 SC2512 20251013 458.4 ... 453.7 468.5 SC
2 SC2601 20251013 459.5 ... 454.1 468.3 SC
3 SC2602 20251013 458.4 ... 453.8 468.2 SC
4 SC2603 20251013 460.5 ... 454.8 466.7 SC
5 SC2604 20251013 457.3 ... 455.4 465.9 SC
6 SC2605 20251013 458 ... 455.9 465.8 SC
7 SC2606 20251013 460.2 ... 453.1 465.7 SC
8 SC2607 20251013 454.2 ... 454.9 468.1 SC
9 SC2608 20251013 455.9 ... 454.1 464.4 SC
10 SC2609 20251013 456 ... 454 465.9 SC
11 SC2610 20251013 452.8 ... 449.7 464.9 SC
12 SC2612 20251013 454 ... 452.6 465 SC
13 SC2703 20251013 450.1 ... 451.6 464.2 SC
14 SC2706 20251013 451 ... 450.1 466 SC
15 SC2709 20251013 450.6 ... 450.6 463.3 SC
16 SC2712 20251013 452.8 ... 451 461.8 SC
17 SC2803 20251013 449.9 ... 449 458 SC
18 SC2806 20251013 449.2 ... 449.9 456.6 SC
19 SC2809 20251013 453.8 ... 451.2 457.8 SC
21 LU2511 20251013 3245 ... 3220 3327 LU
22 LU2512 20251013 3269 ... 3240 3332 LU
23 LU2601 20251013 3256 ... 3232 3313 LU
24 LU2602 20251013 3253 ... 3229 3304 LU
25 LU2603 20251013 3233 ... 3232 3303 LU
26 LU2604 20251013 3276 ... 3247 3277 LU
27 LU2605 20251013 3231 ... 3222 3286 LU
28 LU2606 20251013 3211 ... 3210 3255 LU
29 LU2607 20251013 3209 ... 3208 3259 LU
30 LU2608 20251013 3206 ... 3205 3257 LU
31 LU2609 20251013 3207 ... 3208 3257 LU
32 LU2610 20251013 3219 ... 3209 3260 LU
34 NR2510 20251013 12000 ... 11960 12310 NR
35 NR2511 20251013 12340 ... 12085 12395 NR
36 NR2512 20251013 12360 ... 12080 12400 NR
37 NR2601 20251013 12380 ... 12100 12400 NR
38 NR2602 20251013 12290 ... 12035 12370 NR
39 NR2603 20251013 12255 ... 12085 12395 NR
40 NR2604 20251013 12235 ... 12090 12380 NR
41 NR2605 20251013 12245 ... 12095 12410 NR
42 NR2606 20251013 12095 ... 12095 12410 NR
43 NR2607 20251013 12115 ... 12115 12490 NR
44 NR2608 20251013 12370 ... 12205 12535 NR
45 NR2609 20251013 12405 ... 12250 12510 NR
47 BC2510 20251013 75030 ... 75030 76060 BC
48 BC2511 20251013 76740 ... 75420 77210 BC
49 BC2512 20251013 76800 ... 75700 77230 BC
50 BC2601 20251013 75730 ... 75730 77150 BC
51 BC2602 20251013 ... 76660 76900 BC
52 BC2603 20251013 76740 ... 76740 77470 BC
53 BC2604 20251013 ... 76740 77000 BC
54 BC2605 20251013 ... 75900 75900 BC
55 BC2606 20251013 ... 75880 75880 BC
56 BC2607 20251013 ... 76850 76850 BC
57 BC2608 20251013 ... 75800 75800 BC
58 BC2609 20251013 76130 ... 76130 75710 BC
60 EC2510 20251013 1129.9 ... 1133.1 1125.5 EC
61 EC2512 20251013 1526 ... 1559.4 1605.1 EC
62 EC2602 20251013 1300 ... 1358 1365.4 EC
63 EC2604 20251013 1050 ... 1090.9 1084.9 EC
64 EC2606 20251013 1248.5 ... 1254.5 1268 EC
65 EC2608 20251013 1350 ... 1388.7 1405.1 EC
68 SC_TAS2511 20251013 ... SC_TAS
69 SC_TAS2512 20251013 ... SC_TAS
70 SC_TAS2601 20251013 ... SC_TAS
71 SC_TAS2602 20251013 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 18:26:09,269 - future_1d - INFO - ak.get_ine_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 a2511 20251013 3949.00 ... 3968.00 3958.00 A
1 a2601 20251013 3943.00 ... 3969.00 3958.00 A
2 a2603 20251013 3956.00 ... 3971.00 3959.00 A
3 a2605 20251013 3984.00 ... 4004.00 3998.00 A
4 a2607 20251013 3988.00 ... 4003.00 3991.00 A
5 a2609 20251013 4000.00 ... 4008.00 3996.00 A
6 b2510 20251013 0.00 ... 3619.00 3619.00 B
7 b2511 20251013 3606.00 ... 3628.00 3624.00 B
8 b2512 20251013 3646.00 ... 3656.00 3649.00 B
9 b2601 20251013 3650.00 ... 3651.00 3651.00 B
10 b2602 20251013 3654.00 ... 3656.00 3660.00 B
11 b2603 20251013 3615.00 ... 3617.00 3623.00 B
12 b2604 20251013 3541.00 ... 3537.00 3530.00 B
13 b2605 20251013 3456.00 ... 3459.00 3464.00 B
14 b2606 20251013 3446.00 ... 3436.00 3439.00 B
15 b2607 20251013 3453.00 ... 3434.00 3441.00 B
16 b2608 20251013 3540.00 ... 3529.00 3533.00 B
17 b2609 20251013 3564.00 ... 3548.00 3567.00 B
18 bb2511 20251013 146.30 ... 144.65 139.40 BB
19 bb2601 20251013 147.20 ... 146.60 147.05 BB
20 bb2603 20251013 146.95 ... 146.50 147.05 BB
21 bb2605 20251013 0.00 ... 146.70 147.25 BB
22 bb2607 20251013 0.00 ... 151.60 152.15 BB
23 bb2609 20251013 0.00 ... 151.60 152.15 BB
24 bz2603 20251013 5722.00 ... 5707.00 5733.00 BZ
25 bz2604 20251013 5686.00 ... 5691.00 5706.00 BZ
26 bz2605 20251013 5690.00 ... 5697.00 5731.00 BZ
27 bz2606 20251013 0.00 ... 5672.00 5672.00 BZ
28 bz2607 20251013 5683.00 ... 5689.00 5747.00 BZ
29 bz2608 20251013 5671.00 ... 5646.00 5736.00 BZ
30 bz2609 20251013 0.00 ... 5803.00 5835.00 BZ
31 c2511 20251013 2123.00 ... 2107.00 2131.00 C
32 c2601 20251013 2123.00 ... 2114.00 2125.00 C
33 c2603 20251013 2140.00 ... 2130.00 2139.00 C
34 c2605 20251013 2204.00 ... 2197.00 2202.00 C
35 c2607 20251013 2214.00 ... 2211.00 2214.00 C
36 c2609 20251013 2228.00 ... 2227.00 2228.00 C
37 cs2511 20251013 2433.00 ... 2413.00 2428.00 CS
38 cs2601 20251013 2432.00 ... 2413.00 2433.00 CS
39 cs2603 20251013 2440.00 ... 2426.00 2443.00 CS
40 cs2605 20251013 2528.00 ... 2522.00 2531.00 CS
41 cs2607 20251013 2536.00 ... 2535.00 2536.00 CS
42 cs2609 20251013 2578.00 ... 2576.00 2579.00 CS
43 eb2510 20251013 6670.00 ... 6670.00 6699.00 EB
44 eb2511 20251013 6728.00 ... 6714.00 6782.00 EB
45 eb2512 20251013 6592.00 ... 6723.00 6796.00 EB
46 eb2601 20251013 6765.00 ... 6754.00 6824.00 EB
47 eb2602 20251013 6810.00 ... 6802.00 6857.00 EB
48 eb2603 20251013 6856.00 ... 6843.00 6903.00 EB
49 eb2604 20251013 6874.00 ... 6871.00 6953.00 EB
50 eb2605 20251013 6924.00 ... 6906.00 6981.00 EB
51 eb2606 20251013 6931.00 ... 6923.00 6957.00 EB
52 eb2607 20251013 6921.00 ... 6918.00 6945.00 EB
53 eb2608 20251013 6916.00 ... 6943.00 6987.00 EB
54 eb2609 20251013 6924.00 ... 6964.00 7018.00 EB
55 eg2510 20251013 4167.00 ... 4156.00 4197.00 EG
56 eg2511 20251013 4107.00 ... 4129.00 4147.00 EG
57 eg2512 20251013 4132.00 ... 4112.00 4132.00 EG
58 eg2601 20251013 4106.00 ... 4112.00 4137.00 EG
59 eg2602 20251013 4131.00 ... 4126.00 4133.00 EG
60 eg2603 20251013 4148.00 ... 4140.00 4128.00 EG
61 eg2604 20251013 4170.00 ... 4181.00 4210.00 EG
62 eg2605 20251013 4176.00 ... 4197.00 4208.00 EG
63 eg2606 20251013 0.00 ... 4211.00 4211.00 EG
64 eg2607 20251013 4191.00 ... 4193.00 4228.00 EG
65 eg2608 20251013 4200.00 ... 4200.00 4233.00 EG
66 eg2609 20251013 0.00 ... 4267.00 4267.00 EG
67 fb2510 20251013 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251013 1262.00 ... 1262.00 1265.00 FB
69 fb2512 20251013 1259.50 ... 1263.50 1261.50 FB
70 fb2601 20251013 1270.00 ... 1269.00 1262.50 FB
71 fb2602 20251013 1267.00 ... 1271.50 1268.00 FB
72 fb2603 20251013 1262.00 ... 1261.50 1260.50 FB
73 fb2604 20251013 1269.00 ... 1269.00 1265.00 FB
74 fb2605 20251013 1273.00 ... 1273.00 1299.00 FB
75 fb2606 20251013 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251013 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251013 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251013 0.00 ... 1296.00 1296.00 FB
79 i2510 20251013 815.00 ... 813.50 816.00 I
80 i2511 20251013 814.50 ... 814.00 811.50 I
81 i2512 20251013 808.00 ... 808.50 804.50 I
82 i2601 20251013 800.50 ... 798.50 795.50 I
83 i2602 20251013 794.00 ... 795.00 790.50 I
84 i2603 20251013 789.00 ... 788.00 786.00 I
85 i2604 20251013 784.50 ... 784.50 781.50 I
86 i2605 20251013 779.00 ... 776.00 774.50 I
87 i2606 20251013 771.50 ... 770.00 768.50 I
88 i2607 20251013 767.00 ... 766.00 763.50 I
89 i2608 20251013 762.00 ... 761.00 759.00 I
90 i2609 20251013 757.00 ... 755.50 754.00 I
91 j2510 20251013 0.00 ... 1600.00 1600.50 J
92 j2511 20251013 1595.50 ... 1586.50 1603.00 J
93 j2512 20251013 1635.50 ... 1617.00 1633.50 J
94 j2601 20251013 1670.00 ... 1648.50 1661.50 J
95 j2602 20251013 1679.00 ... 1679.00 1692.00 J
96 j2603 20251013 1705.50 ... 1705.50 1707.50 J
97 j2604 20251013 1783.50 ... 1773.50 1797.50 J
98 j2605 20251013 1822.00 ... 1797.00 1813.50 J
99 j2606 20251013 0.00 ... 1823.50 1833.50 J
100 j2607 20251013 0.00 ... 1833.50 1833.50 J
101 j2608 20251013 0.00 ... 1865.00 1865.00 J
102 j2609 20251013 1892.50 ... 1879.50 1905.00 J
103 jd2510 20251013 2511.00 ... 2552.00 2592.00 JD
104 jd2511 20251013 2780.00 ... 2804.00 2836.00 JD
105 jd2512 20251013 2945.00 ... 2965.00 2983.00 JD
106 jd2601 20251013 3150.00 ... 3183.00 3189.00 JD
107 jd2602 20251013 3015.00 ... 3020.00 3044.00 JD
108 jd2603 20251013 3078.00 ... 3059.00 3103.00 JD
109 jd2604 20251013 3229.00 ... 3187.00 3240.00 JD
110 jd2605 20251013 3395.00 ... 3372.00 3415.00 JD
111 jd2606 20251013 3269.00 ... 3257.00 3274.00 JD
112 jd2607 20251013 3514.00 ... 3504.00 3515.00 JD
113 jd2608 20251013 3972.00 ... 3978.00 3974.00 JD
114 jd2609 20251013 3860.00 ... 3870.00 3857.00 JD
115 jm2510 20251013 916.00 ... 924.00 968.00 JM
116 jm2511 20251013 1014.00 ... 1001.50 1016.50 JM
117 jm2512 20251013 1090.50 ... 1071.00 1092.00 JM
118 jm2601 20251013 1163.00 ... 1145.00 1165.00 JM
119 jm2602 20251013 1196.50 ... 1176.50 1195.00 JM
120 jm2603 20251013 1221.50 ... 1198.50 1217.00 JM
121 jm2604 20251013 1244.50 ... 1221.00 1238.50 JM
122 jm2605 20251013 1260.00 ... 1240.50 1262.00 JM
123 jm2606 20251013 1264.50 ... 1255.00 1282.00 JM
124 jm2607 20251013 1290.00 ... 1281.00 1303.00 JM
125 jm2608 20251013 1331.00 ... 1304.50 1327.00 JM
126 jm2609 20251013 1340.00 ... 1327.00 1347.00 JM
127 l2510 20251013 6964.00 ... 6948.00 6989.00 L
128 l2511 20251013 7001.00 ... 6989.00 7032.00 L
129 l2512 20251013 7009.00 ... 6999.00 7044.00 L
130 l2601 20251013 7015.00 ... 7005.00 7052.00 L
131 l2602 20251013 7013.00 ... 7001.00 7042.00 L
132 l2603 20251013 7026.00 ... 7013.00 7057.00 L
133 l2604 20251013 7061.00 ... 7059.00 7099.00 L
134 l2605 20251013 7050.00 ... 7039.00 7084.00 L
135 l2606 20251013 7039.00 ... 7047.00 7079.00 L
136 l2607 20251013 7065.00 ... 7065.00 7106.00 L
137 l2608 20251013 7079.00 ... 7079.00 7145.00 L
138 l2609 20251013 7100.00 ... 7083.00 7134.00 L
139 lg2511 20251013 818.00 ... 808.00 825.00 LG
140 lg2601 20251013 827.00 ... 823.00 827.50 LG
141 lg2603 20251013 827.50 ... 829.00 830.50 LG
142 lg2605 20251013 828.50 ... 830.00 832.50 LG
143 lg2607 20251013 831.50 ... 831.50 834.00 LG
144 lg2609 20251013 832.00 ... 832.00 833.00 LG
145 lh2511 20251013 11400.00 ... 11225.00 11455.00 LH
146 lh2601 20251013 12260.00 ... 12150.00 12215.00 LH
147 lh2603 20251013 11950.00 ... 11835.00 11985.00 LH
148 lh2605 20251013 12465.00 ... 12440.00 12505.00 LH
149 lh2607 20251013 13280.00 ... 13220.00 13260.00 LH
150 lh2609 20251013 13885.00 ... 13880.00 13895.00 LH
151 m2511 20251013 2910.00 ... 2918.00 2897.00 M
152 m2512 20251013 2928.00 ... 2954.00 2937.00 M
153 m2601 20251013 2932.00 ... 2936.00 2924.00 M
154 m2603 20251013 2900.00 ... 2911.00 2899.00 M
155 m2605 20251013 2750.00 ... 2751.00 2755.00 M
156 m2607 20251013 2732.00 ... 2736.00 2738.00 M
157 m2608 20251013 2862.00 ... 2858.00 2863.00 M
158 m2609 20251013 2863.00 ... 2861.00 2867.00 M
159 p2510 20251013 9216.00 ... 9214.00 9416.00 P
160 p2511 20251013 9312.00 ... 9274.00 9382.00 P
161 p2512 20251013 9370.00 ... 9326.00 9444.00 P
162 p2601 20251013 9438.00 ... 9376.00 9488.00 P
163 p2602 20251013 9434.00 ... 9358.00 9472.00 P
164 p2603 20251013 9402.00 ... 9352.00 9436.00 P
165 p2604 20251013 9338.00 ... 9298.00 9384.00 P
166 p2605 20251013 9260.00 ... 9218.00 9294.00 P
167 p2606 20251013 9148.00 ... 9120.00 9200.00 P
168 p2607 20251013 9052.00 ... 9012.00 9090.00 P
169 p2608 20251013 8970.00 ... 8958.00 9038.00 P
170 p2609 20251013 8894.00 ... 8866.00 8926.00 P
171 pg2510 20251013 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251013 4053.00 ... 4069.00 4063.00 PG
173 pg2512 20251013 3985.00 ... 3978.00 3982.00 PG
174 pg2601 20251013 3917.00 ... 3909.00 3927.00 PG
175 pg2602 20251013 3864.00 ... 3848.00 3870.00 PG
176 pg2603 20251013 3800.00 ... 3781.00 3811.00 PG
177 pg2604 20251013 4196.00 ... 4166.00 4148.00 PG
178 pg2605 20251013 4119.00 ... 4093.00 4110.00 PG
179 pg2606 20251013 4042.00 ... 4047.00 4062.00 PG
180 pg2607 20251013 3980.00 ... 3984.00 4011.00 PG
181 pg2608 20251013 3981.00 ... 3930.00 3967.00 PG
182 pg2609 20251013 3909.00 ... 3876.00 3932.00 PG
183 pp2510 20251013 6616.00 ... 6611.00 6630.00 PP
184 pp2511 20251013 6631.00 ... 6639.00 6664.00 PP
185 pp2512 20251013 6676.00 ... 6679.00 6701.00 PP
186 pp2601 20251013 6709.00 ... 6708.00 6734.00 PP
187 pp2602 20251013 6700.00 ... 6704.00 6723.00 PP
188 pp2603 20251013 6700.00 ... 6705.00 6721.00 PP
189 pp2604 20251013 6722.00 ... 6738.00 6751.00 PP
190 pp2605 20251013 6732.00 ... 6763.00 6779.00 PP
191 pp2606 20251013 6711.00 ... 6733.00 6743.00 PP
192 pp2607 20251013 6716.00 ... 6694.00 6740.00 PP
193 pp2608 20251013 6748.00 ... 6709.00 6779.00 PP
194 pp2609 20251013 6760.00 ... 6754.00 6802.00 PP
195 rr2510 20251013 3623.00 ... 3604.00 3612.00 RR
196 rr2511 20251013 3626.00 ... 3619.00 3627.00 RR
197 rr2512 20251013 3608.00 ... 3611.00 3605.00 RR
198 rr2601 20251013 3637.00 ... 3642.00 3634.00 RR
199 rr2602 20251013 3620.00 ... 3628.00 3618.00 RR
200 rr2603 20251013 3613.00 ... 3621.00 3617.00 RR
201 rr2604 20251013 3622.00 ... 3622.00 3623.00 RR
202 rr2605 20251013 3612.00 ... 3618.00 3617.00 RR
203 rr2606 20251013 0.00 ... 3615.00 3615.00 RR
204 rr2607 20251013 3636.00 ... 3636.00 3617.00 RR
205 rr2608 20251013 3568.00 ... 3595.00 3620.00 RR
206 rr2609 20251013 3607.00 ... 3636.00 3626.00 RR
207 v2510 20251013 4609.00 ... 4606.00 4625.00 V
208 v2511 20251013 4632.00 ... 4636.00 4665.00 V
209 v2512 20251013 4688.00 ... 4675.00 4706.00 V
210 v2601 20251013 4730.00 ... 4720.00 4754.00 V
211 v2602 20251013 4761.00 ... 4758.00 4790.00 V
212 v2603 20251013 4793.00 ... 4792.00 4825.00 V
213 v2604 20251013 5004.00 ... 5000.00 5025.00 V
214 v2605 20251013 5054.00 ... 5037.00 5072.00 V
215 v2606 20251013 5072.00 ... 5070.00 5104.00 V
216 v2607 20251013 5110.00 ... 5108.00 5147.00 V
217 v2608 20251013 5138.00 ... 5148.00 5171.00 V
218 v2609 20251013 5194.00 ... 5176.00 5212.00 V
219 y2511 20251013 8290.00 ... 8284.00 8326.00 Y
220 y2512 20251013 8322.00 ... 8322.00 8370.00 Y
221 y2601 20251013 8282.00 ... 8282.00 8324.00 Y
222 y2603 20251013 8248.00 ... 8214.00 8266.00 Y
223 y2605 20251013 8032.00 ... 8030.00 8068.00 Y
224 y2607 20251013 7996.00 ... 7974.00 8014.00 Y
225 y2608 20251013 7986.00 ... 7968.00 8024.00 Y
226 y2609 20251013 7948.00 ... 7940.00 7988.00 Y
[227 rows x 12 columns]
2025-10-17 18:26:10,146 - future_1d - INFO - ak.get_dce_daily('2025-10-13') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251013 ... 84900 86530 CU
1 1 CU2511 20251013 ... 84810 86910 CU
2 2 CU2512 20251013 ... 84890 86910 CU
3 3 CU2601 20251013 ... 84840 86960 CU
4 4 CU2602 20251013 ... 84840 87010 CU
5 5 CU2603 20251013 ... 85000 87090 CU
6 6 CU2604 20251013 ... 85080 86700 CU
7 7 CU2605 20251013 ... 85420 86520 CU
8 8 CU2606 20251013 ... 84990 86870 CU
9 9 CU2607 20251013 ... 85020 86660 CU
10 10 CU2608 20251013 ... 85030 86640 CU
11 11 CU2609 20251013 ... 84920 86490 CU
12 12 BC2510 20251013 ... 75030 76060 BC
13 13 BC2511 20251013 ... 75420 77210 BC
14 14 BC2512 20251013 ... 75700 77230 BC
15 15 BC2601 20251013 ... 75730 77150 BC
16 16 BC2602 20251013 ... 76660 76900 BC
17 17 BC2603 20251013 ... 76740 77470 BC
18 18 BC2604 20251013 ... 76740 77000 BC
19 19 BC2605 20251013 ... 75900 75900 BC
20 20 BC2606 20251013 ... 75880 75880 BC
21 21 BC2607 20251013 ... 76850 76850 BC
22 22 BC2608 20251013 ... 75800 75800 BC
23 23 BC2609 20251013 ... 76130 75710 BC
24 24 AL2510 20251013 ... 20855 21055 AL
25 25 AL2511 20251013 ... 20860 21090 AL
26 26 AL2512 20251013 ... 20870 21090 AL
27 27 AL2601 20251013 ... 20865 21085 AL
28 28 AL2602 20251013 ... 20875 21080 AL
29 29 AL2603 20251013 ... 20900 21065 AL
30 30 AL2604 20251013 ... 20910 21100 AL
31 31 AL2605 20251013 ... 20920 21095 AL
32 32 AL2606 20251013 ... 20935 21085 AL
33 33 AL2607 20251013 ... 20945 21100 AL
34 34 AL2608 20251013 ... 20905 21100 AL
35 35 AL2609 20251013 ... 20970 21095 AL
36 36 ZN2510 20251013 ... 22220 22320 ZN
37 37 ZN2511 20251013 ... 22285 22385 ZN
38 38 ZN2512 20251013 ... 22310 22415 ZN
39 39 ZN2601 20251013 ... 22335 22450 ZN
40 40 ZN2602 20251013 ... 22350 22460 ZN
41 41 ZN2603 20251013 ... 22370 22520 ZN
42 42 ZN2604 20251013 ... 22390 22530 ZN
43 43 ZN2605 20251013 ... 22430 22580 ZN
44 44 ZN2606 20251013 ... 22420 22550 ZN
45 45 ZN2607 20251013 ... 22435 22590 ZN
46 46 ZN2608 20251013 ... 22460 22615 ZN
47 47 ZN2609 20251013 ... 22490 22600 ZN
48 48 PB2510 20251013 ... 17110 17075 PB
49 49 PB2511 20251013 ... 17155 17125 PB
50 50 PB2512 20251013 ... 17160 17145 PB
51 51 PB2601 20251013 ... 17145 17150 PB
52 52 PB2602 20251013 ... 17150 17170 PB
53 53 PB2603 20251013 ... 17170 17195 PB
54 54 PB2604 20251013 ... 17300 17185 PB
55 55 PB2605 20251013 ... 17190 17190 PB
56 56 PB2606 20251013 ... 17200 17190 PB
57 57 PB2607 20251013 ... 17175 17215 PB
58 58 PB2608 20251013 ... 17195 17230 PB
59 59 PB2609 20251013 ... 17235 17285 PB
60 60 NI2510 20251013 ... 121270 123510 NI
61 61 NI2511 20251013 ... 121650 123490 NI
62 62 NI2512 20251013 ... 121790 123650 NI
63 63 NI2601 20251013 ... 122050 124140 NI
64 64 NI2602 20251013 ... 122160 124730 NI
65 65 NI2603 20251013 ... 122400 124490 NI
66 66 NI2604 20251013 ... 122570 124710 NI
67 67 NI2605 20251013 ... 122990 124870 NI
68 68 NI2606 20251013 ... 123150 125130 NI
69 69 NI2607 20251013 ... 123230 125580 NI
70 70 NI2608 20251013 ... 123580 125770 NI
71 71 NI2609 20251013 ... 123920 125640 NI
72 72 SN2510 20251013 ... 282760 288270 SN
73 73 SN2511 20251013 ... 283550 288430 SN
74 74 SN2512 20251013 ... 283610 288660 SN
75 75 SN2601 20251013 ... 283460 288660 SN
76 76 SN2602 20251013 ... 283290 288930 SN
77 77 SN2603 20251013 ... 283900 289020 SN
78 78 SN2604 20251013 ... 283870 288650 SN
79 79 SN2605 20251013 ... 283660 288950 SN
80 80 SN2606 20251013 ... 282530 288740 SN
81 81 SN2607 20251013 ... 283050 288440 SN
82 82 SN2608 20251013 ... 283690 289090 SN
83 83 SN2609 20251013 ... 284540 287680 SN
84 84 AO2510 20251013 ... 2782 2834 AO
85 85 AO2511 20251013 ... 2798 2848 AO
86 86 AO2512 20251013 ... 2816 2871 AO
87 87 AO2601 20251013 ... 2825 2877 AO
88 88 AO2602 20251013 ... 2842 2891 AO
89 89 AO2603 20251013 ... 2913 2953 AO
90 90 AO2604 20251013 ... 2925 2966 AO
91 91 AO2605 20251013 ... 2933 2979 AO
92 92 AO2606 20251013 ... 2941 2982 AO
93 93 AO2607 20251013 ... 2952 2994 AO
94 94 AO2608 20251013 ... 2969 3004 AO
95 95 AO2609 20251013 ... 2986 3026 AO
96 96 AD2511 20251013 ... 20360 20560 AD
97 97 AD2512 20251013 ... 20385 20635 AD
98 98 AD2601 20251013 ... 20455 20655 AD
99 99 AD2602 20251013 ... 20475 20680 AD
100 100 AD2603 20251013 ... 20515 20520 AD
101 101 AD2604 20251013 ... 20535 20590 AD
102 102 AD2605 20251013 ... 20445 20610 AD
103 103 AD2606 20251013 ... 20415 20470 AD
104 104 AD2607 20251013 ... 20510 20510 AD
105 105 AD2608 20251013 ... 20495 20495 AD
106 106 AD2609 20251013 ... 20410 20670 AD
107 107 AU2510 20251013 ... 917.92 909.14 AU
108 108 AU2511 20251013 ... 912.52 909.34 AU
109 109 AU2512 20251013 ... 914.3 909.44 AU
110 110 AU2602 20251013 ... 917.5 912.78 AU
111 111 AU2604 20251013 ... 920.14 915.4 AU
112 112 AU2606 20251013 ... 923.4 919.88 AU
113 113 AU2608 20251013 ... 928.54 920.88 AU
114 114 AU2610 20251013 ... 931.62 924.4 AU
115 115 AG2510 20251013 ... 11261 11090 AG
116 116 AG2511 20251013 ... 11233 11208 AG
117 117 AG2512 20251013 ... 11236 11213 AG
118 118 AG2601 20251013 ... 11240 11236 AG
119 119 AG2602 20251013 ... 11266 11241 AG
120 120 AG2603 20251013 ... 11298 11274 AG
121 121 AG2604 20251013 ... 11311 11275 AG
122 122 AG2605 20251013 ... 11296 11290 AG
123 123 AG2606 20251013 ... 11320 11308 AG
124 124 AG2607 20251013 ... 11321 11279 AG
125 125 AG2608 20251013 ... 11303 11326 AG
126 126 AG2609 20251013 ... 11362 11320 AG
127 127 RB2510 20251013 ... 2998 3022 RB
128 128 RB2511 20251013 ... 3021 3039 RB
129 129 RB2512 20251013 ... 3068 3089 RB
130 130 RB2601 20251013 ... 3086 3107 RB
131 131 RB2602 20251013 ... 3091 3107 RB
132 132 RB2603 20251013 ... 3112 3128 RB
133 133 RB2604 20251013 ... 3133 3151 RB
134 134 RB2605 20251013 ... 3140 3166 RB
135 135 RB2606 20251013 ... 3151 3186 RB
136 136 RB2607 20251013 ... 3166 3192 RB
137 137 RB2608 20251013 ... 3176 3195 RB
138 138 RB2609 20251013 ... 3178 3203 RB
139 139 WR2510 20251013 ... 3069 3069 WR
140 140 WR2511 20251013 ... 3270 3270 WR
141 141 WR2512 20251013 ... 3309 3309 WR
142 142 WR2601 20251013 ... 3351 3416 WR
143 143 WR2602 20251013 ... 3384 3384 WR
144 144 WR2603 20251013 ... 3361 3361 WR
145 145 WR2604 20251013 ... 3369 3369 WR
146 146 WR2605 20251013 ... 3353 3385 WR
147 147 WR2606 20251013 ... 3360 3360 WR
148 148 WR2607 20251013 ... 3390 3390 WR
149 149 WR2608 20251013 ... 3431 3431 WR
150 150 WR2609 20251013 ... 3430 3430 WR
151 151 HC2510 20251013 ... 3417 3394 HC
152 152 HC2511 20251013 ... 3304 3327 HC
153 153 HC2512 20251013 ... 3285 3312 HC
154 154 HC2601 20251013 ... 3264 3290 HC
155 155 HC2602 20251013 ... 3281 3294 HC
156 156 HC2603 20251013 ... 3274 3295 HC
157 157 HC2604 20251013 ... 3278 3300 HC
158 158 HC2605 20251013 ... 3274 3299 HC
159 159 HC2606 20251013 ... 3277 3299 HC
160 160 HC2607 20251013 ... 3278 3306 HC
161 161 HC2608 20251013 ... 3295 3310 HC
162 162 HC2609 20251013 ... 3293 3319 HC
163 163 SS2510 20251013 ... 12535 12625 SS
164 164 SS2511 20251013 ... 12675 12840 SS
165 165 SS2512 20251013 ... 12685 12860 SS
166 166 SS2601 20251013 ... 12775 12935 SS
167 167 SS2602 20251013 ... 12820 12985 SS
168 168 SS2603 20251013 ... 12895 13080 SS
169 169 SS2604 20251013 ... 12980 13145 SS
170 170 SS2605 20251013 ... 13035 13235 SS
171 171 SS2606 20251013 ... 13120 13320 SS
172 172 SS2607 20251013 ... 13170 13340 SS
173 173 SS2608 20251013 ... 13220 13420 SS
174 174 SS2609 20251013 ... 13295 13465 SS
175 175 SC2511 20251013 ... 451.5 466.2 SC
176 176 SC2512 20251013 ... 453.7 468.5 SC
177 177 SC2601 20251013 ... 454.1 468.3 SC
178 178 SC2602 20251013 ... 453.8 468.2 SC
179 179 SC2603 20251013 ... 454.8 466.7 SC
180 180 SC2604 20251013 ... 455.4 465.9 SC
181 181 SC2605 20251013 ... 455.9 465.8 SC
182 182 SC2606 20251013 ... 453.1 465.7 SC
183 183 SC2607 20251013 ... 454.9 468.1 SC
184 184 SC2608 20251013 ... 454.1 464.4 SC
185 185 SC2609 20251013 ... 454 465.9 SC
186 186 SC2610 20251013 ... 449.7 464.9 SC
187 187 SC2612 20251013 ... 452.6 465 SC
188 188 SC2703 20251013 ... 451.6 464.2 SC
189 189 SC2706 20251013 ... 450.1 466 SC
190 190 SC2709 20251013 ... 450.6 463.3 SC
191 191 SC2712 20251013 ... 451 461.8 SC
192 192 SC2803 20251013 ... 449 458 SC
193 193 SC2806 20251013 ... 449.9 456.6 SC
194 194 SC2809 20251013 ... 451.2 457.8 SC
195 195 LU2511 20251013 ... 3220 3327 LU
196 196 LU2512 20251013 ... 3240 3332 LU
197 197 LU2601 20251013 ... 3232 3313 LU
198 198 LU2602 20251013 ... 3229 3304 LU
199 199 LU2603 20251013 ... 3232 3303 LU
200 200 LU2604 20251013 ... 3247 3277 LU
201 201 LU2605 20251013 ... 3222 3286 LU
202 202 LU2606 20251013 ... 3210 3255 LU
203 203 LU2607 20251013 ... 3208 3259 LU
204 204 LU2608 20251013 ... 3205 3257 LU
205 205 LU2609 20251013 ... 3208 3257 LU
206 206 LU2610 20251013 ... 3209 3260 LU
207 207 FU2511 20251013 ... 2794 2877 FU
208 208 FU2512 20251013 ... 2750 2832 FU
209 209 FU2601 20251013 ... 2730 2803 FU
210 210 FU2602 20251013 ... 2712 2779 FU
211 211 FU2603 20251013 ... 2704 2772 FU
212 212 FU2604 20251013 ... 2702 2766 FU
213 213 FU2605 20251013 ... 2694 2754 FU
214 214 FU2606 20251013 ... 2688 2749 FU
215 215 FU2607 20251013 ... 2675 2724 FU
216 216 FU2608 20251013 ... 2651 2701 FU
217 217 FU2609 20251013 ... 2645 2688 FU
218 218 FU2610 20251013 ... 2628 2678 FU
219 219 BU2510 20251013 ... 3448 3455 BU
220 220 BU2511 20251013 ... 3310 3346 BU
221 221 BU2512 20251013 ... 3240 3297 BU
222 222 BU2601 20251013 ... 3201 3278 BU
223 223 BU2602 20251013 ... 3207 3282 BU
224 224 BU2603 20251013 ... 3220 3295 BU
225 225 BU2604 20251013 ... 3215 3292 BU
226 226 BU2605 20251013 ... 3217 3309 BU
227 227 BU2606 20251013 ... 3236 3297 BU
228 228 BU2607 20251013 ... 3230 3316 BU
229 229 BU2608 20251013 ... 3216 3299 BU
230 230 BU2609 20251013 ... 3221 3283 BU
231 231 BU2612 20251013 ... 3170 3247 BU
232 232 BU2703 20251013 ... 3178 3253 BU
233 233 BU2706 20251013 ... 3184 3270 BU
234 234 BU2709 20251013 ... 3195 3272 BU
235 235 BR2510 20251013 ... 10905 11400 BR
236 236 BR2511 20251013 ... 10935 11245 BR
237 237 BR2512 20251013 ... 10900 11200 BR
238 238 BR2601 20251013 ... 10905 11200 BR
239 239 BR2602 20251013 ... 10895 11185 BR
240 240 BR2603 20251013 ... 10895 11255 BR
241 241 BR2604 20251013 ... 10935 11275 BR
242 242 BR2605 20251013 ... 10940 11245 BR
243 243 BR2606 20251013 ... 10985 11280 BR
244 244 BR2607 20251013 ... 11140 11400 BR
245 245 BR2608 20251013 ... 11070 11410 BR
246 246 BR2609 20251013 ... 11185 11485 BR
247 247 RU2510 20251013 ... 14165 14535 RU
248 248 RU2511 20251013 ... 14195 14545 RU
249 249 RU2601 20251013 ... 14990 15360 RU
250 250 RU2603 20251013 ... 14945 15310 RU
251 251 RU2604 20251013 ... 14960 15310 RU
252 252 RU2605 20251013 ... 14975 15315 RU
253 253 RU2606 20251013 ... 14930 15315 RU
254 254 RU2607 20251013 ... 14930 15400 RU
255 255 RU2608 20251013 ... 15000 15375 RU
256 256 RU2609 20251013 ... 15005 15365 RU
257 257 NR2510 20251013 ... 11960 12310 NR
258 258 NR2511 20251013 ... 12085 12395 NR
259 259 NR2512 20251013 ... 12080 12400 NR
260 260 NR2601 20251013 ... 12100 12400 NR
261 261 NR2602 20251013 ... 12035 12370 NR
262 262 NR2603 20251013 ... 12085 12395 NR
263 263 NR2604 20251013 ... 12090 12380 NR
264 264 NR2605 20251013 ... 12095 12410 NR
265 265 NR2606 20251013 ... 12095 12410 NR
266 266 NR2607 20251013 ... 12115 12490 NR
267 267 NR2608 20251013 ... 12205 12535 NR
268 268 NR2609 20251013 ... 12250 12510 NR
269 269 SP2510 20251013 ... 4772 4808 SP
270 270 SP2511 20251013 ... 4798 4816 SP
271 271 SP2512 20251013 ... 4828 4838 SP
272 272 SP2601 20251013 ... 5098 5108 SP
273 273 SP2602 20251013 ... 5120 5118 SP
274 274 SP2603 20251013 ... 5132 5128 SP
275 275 SP2604 20251013 ... 5132 5152 SP
276 276 SP2605 20251013 ... 5170 5152 SP
277 277 SP2606 20251013 ... 5232 5190 SP
278 278 SP2607 20251013 ... 5158 5172 SP
279 279 SP2608 20251013 ... 5164 5180 SP
280 280 SP2609 20251013 ... 5200 5190 SP
281 281 OP2601 20251013 ... 4216 4224 OP
282 282 OP2602 20251013 ... 4226 4234 OP
283 283 OP2603 20251013 ... 4228 4234 OP
284 284 OP2604 20251013 ... 4258 4258 OP
285 285 OP2605 20251013 ... 4242 4260 OP
286 286 OP2606 20251013 ... 4202 4234 OP
287 287 OP2607 20251013 ... 4242 4238 OP
288 288 OP2608 20251013 ... 4274 4240 OP
289 289 OP2609 20251013 ... 4186 4242 OP
290 290 EC2510 20251013 ... 1133.1 1125.5 EC
291 291 EC2512 20251013 ... 1559.4 1605.1 EC
292 292 EC2602 20251013 ... 1358 1365.4 EC
293 293 EC2604 20251013 ... 1090.9 1084.9 EC
294 294 EC2606 20251013 ... 1254.5 1268 EC
295 295 EC2608 20251013 ... 1388.7 1405.1 EC
296 296 SC_TAS2511 20251013 ... SC_TAS
297 297 SC_TAS2512 20251013 ... SC_TAS
298 298 SC_TAS2601 20251013 ... SC_TAS
299 299 SC_TAS2602 20251013 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 18:26:10,263 - future_1d - INFO - ak.get_shfe_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 IC2510 20251013 7200.000 ... 7342.600 7389.600 IC
1 IC2511 20251013 7051.200 ... 7267.400 7320.000 IC
2 IC2512 20251013 7100.000 ... 7221.400 7272.600 IC
3 IC2603 20251013 6900.000 ... 7055.200 7109.200 IC
4 IF2510 20251013 4520.000 ... 4580.400 4615.200 IF
5 IF2511 20251013 4557.200 ... 4569.800 4603.600 IF
6 IF2512 20251013 4520.000 ... 4559.400 4593.200 IF
7 IF2603 20251013 4500.200 ... 4539.400 4571.200 IF
8 IH2510 20251013 2924.200 ... 2964.200 2974.000 IH
9 IH2511 20251013 2920.000 ... 2961.000 2973.200 IH
10 IH2512 20251013 2930.000 ... 2961.200 2973.200 IH
11 IH2603 20251013 2926.400 ... 2962.000 2972.600 IH
12 IM2510 20251013 7377.400 ... 7473.000 7519.600 IM
13 IM2511 20251013 7198.000 ... 7381.400 7427.400 IM
14 IM2512 20251013 7156.000 ... 7303.800 7346.400 IM
15 IM2603 20251013 6950.000 ... 7076.600 7127.400 IM
16 T2512 20251013 108.155 ... 108.050 107.960 T
17 T2603 20251013 105.515 ... 107.720 107.665 T
18 T2606 20251013 105.385 ... 107.625 107.535 T
19 TF2512 20251013 105.755 ... 105.665 105.655 TF
20 TF2603 20251013 105.620 ... 105.560 105.555 TF
21 TF2606 20251013 105.635 ... 105.570 105.575 TF
22 TL2512 20251013 114.700 ... 114.370 114.020 TL
23 TL2603 20251013 113.830 ... 114.030 113.690 TL
24 TL2606 20251013 109.640 ... 113.990 113.610 TL
25 TS2512 20251013 102.390 ... 102.366 102.352 TS
26 TS2603 20251013 102.298 ... 102.270 102.264 TS
27 TS2606 20251013 102.350 ... 102.332 102.324 TS
[28 rows x 12 columns]
2025-10-17 18:26:10,415 - future_1d - INFO - ak.get_cffex_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 PS2510 20251013 0.0 ... 48935.0 50770.0 PS
1 PS2511 20251013 48575.0 ... 48745.0 49915.0 PS
2 PS2512 20251013 51060.0 ... 51255.0 52635.0 PS
3 PS2601 20251013 51000.0 ... 51225.0 52560.0 PS
4 PS2602 20251013 51035.0 ... 50965.0 52415.0 PS
5 PS2603 20251013 51650.0 ... 51050.0 52595.0 PS
6 PS2604 20251013 50915.0 ... 50915.0 52535.0 PS
7 PS2605 20251013 51035.0 ... 50960.0 52395.0 PS
8 PS2606 20251013 53335.0 ... 53035.0 54405.0 PS
9 PS2607 20251013 52990.0 ... 52870.0 54390.0 PS
10 PS2608 20251013 52505.0 ... 52975.0 54265.0 PS
11 PS2609 20251013 52825.0 ... 52870.0 54075.0 PS
13 SI2510 20251013 8660.0 ... 8695.0 8655.0 SI
14 SI2511 20251013 8595.0 ... 8710.0 8725.0 SI
15 SI2512 20251013 9000.0 ... 9075.0 9095.0 SI
16 SI2601 20251013 8865.0 ... 9025.0 9055.0 SI
17 SI2602 20251013 8940.0 ... 9025.0 9060.0 SI
18 SI2603 20251013 8900.0 ... 9030.0 9020.0 SI
19 SI2604 20251013 8975.0 ... 9050.0 9085.0 SI
20 SI2605 20251013 9000.0 ... 9055.0 9085.0 SI
21 SI2606 20251013 8940.0 ... 9040.0 9105.0 SI
22 SI2607 20251013 9005.0 ... 9085.0 9150.0 SI
23 SI2608 20251013 9020.0 ... 9095.0 9120.0 SI
24 SI2609 20251013 9020.0 ... 9095.0 9135.0 SI
27 LC2510 20251013 72000.0 ... 72040.0 72980.0 LC
28 LC2511 20251013 72800.0 ... 72320.0 73100.0 LC
29 LC2512 20251013 72000.0 ... 72520.0 73300.0 LC
30 LC2601 20251013 72100.0 ... 72520.0 73280.0 LC
31 LC2602 20251013 72400.0 ... 72440.0 73140.0 LC
32 LC2603 20251013 72320.0 ... 72460.0 73080.0 LC
33 LC2604 20251013 72900.0 ... 72880.0 73600.0 LC
34 LC2605 20251013 72920.0 ... 72960.0 73620.0 LC
35 LC2606 20251013 72980.0 ... 72920.0 73460.0 LC
36 LC2607 20251013 72800.0 ... 72900.0 73480.0 LC
37 LC2608 20251013 73000.0 ... 73020.0 73700.0 LC
38 LC2609 20251013 73020.0 ... 73080.0 73760.0 LC
[36 rows x 12 columns]
2025-10-17 18:26:10,653 - future_1d - INFO - ak.get_gfex_daily('2025-10-13') done
2025-10-17 18:26:12,420 - future_1d - INFO - save future_daily 2025-10-13 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251014 9150.0 9980.0 ... 332.10 9225.0 9170.0 AP
1 AP511 20251014 8700.0 8747.0 ... 10991.58 8675.0 8697.0 AP
2 AP512 20251014 8676.0 8694.0 ... 3715.81 8641.0 8644.0 AP
3 AP601 20251014 8640.0 8705.0 ... 632953.82 8660.0 8665.0 AP
4 AP603 20251014 8578.0 8601.0 ... 1662.46 8569.0 8556.0 AP
5 AP604 20251014 8586.0 8622.0 ... 945.21 8593.0 8586.0 AP
6 AP605 20251014 8612.0 8698.0 ... 37848.44 8657.0 8651.0 AP
7 CF511 20251014 13350.0 13365.0 ... 77321.90 13310.0 13330.0 CF
8 CF601 20251014 13315.0 13315.0 ... 1219748.31 13255.0 13285.0 CF
9 CF603 20251014 13320.0 13340.0 ... 133064.14 13270.0 13300.0 CF
10 CF605 20251014 13360.0 13370.0 ... 277016.43 13315.0 13325.0 CF
11 CF607 20251014 13355.0 13360.0 ... 899.95 13335.0 13340.0 CF
12 CF609 20251014 13525.0 13530.0 ... 3001.69 13490.0 13510.0 CF
13 CJ512 20251014 11030.0 11085.0 ... 7333.84 10980.0 11065.0 CJ
14 CJ601 20251014 11150.0 11185.0 ... 756986.99 11100.0 11150.0 CJ
15 CJ603 20251014 11080.0 11135.0 ... 9401.39 11060.0 11100.0 CJ
16 CJ605 20251014 11230.0 11270.0 ... 113635.99 11185.0 11220.0 CJ
17 CJ607 20251014 11275.0 11340.0 ... 1419.14 11265.0 11290.0 CJ
18 CJ609 20251014 11405.0 11460.0 ... 1594.31 11390.0 11405.0 CJ
19 CY510 20251014 0.0 0.0 ... 0.00 19410.0 19455.0 CY
20 CY511 20251014 19680.0 19720.0 ... 3687.06 19665.0 19720.0 CY
21 CY512 20251014 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251014 19395.0 19395.0 ... 103148.13 19310.0 19355.0 CY
23 CY602 20251014 0.0 0.0 ... 0.00 19455.0 19595.0 CY
24 CY603 20251014 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251014 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251014 0.0 0.0 ... 0.00 19795.0 19845.0 CY
29 CY608 20251014 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251014 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251014 1024.0 1024.0 ... 2.05 1024.0 1086.0 FG
32 FG511 20251014 1079.0 1079.0 ... 84038.06 1051.0 1085.0 FG
33 FG512 20251014 1186.0 1188.0 ... 79998.03 1155.0 1186.0 FG
34 FG601 20251014 1180.0 1180.0 ... 4594440.33 1149.0 1178.0 FG
35 FG602 20251014 1251.0 1251.0 ... 41054.25 1210.0 1240.0 FG
36 FG603 20251014 1255.0 1255.0 ... 75206.53 1214.0 1244.0 FG
37 FG604 20251014 1292.0 1316.0 ... 1161.13 1284.0 1312.0 FG
38 FG605 20251014 1312.0 1314.0 ... 198953.56 1283.0 1310.0 FG
39 FG606 20251014 1346.0 1348.0 ... 1538.46 1322.0 1344.0 FG
40 FG607 20251014 1339.0 1344.0 ... 2753.79 1311.0 1338.0 FG
41 FG608 20251014 1389.0 1391.0 ... 2498.67 1367.0 1389.0 FG
42 FG609 20251014 1391.0 1394.0 ... 10955.76 1366.0 1390.0 FG
43 JR511 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251014 2260.0 2260.0 ... 363.72 2245.0 2216.0 MA
52 MA511 20251014 2306.0 2316.0 ... 46598.57 2275.0 2288.0 MA
53 MA512 20251014 2327.0 2332.0 ... 112225.14 2276.0 2319.0 MA
54 MA601 20251014 2345.0 2345.0 ... 2842382.13 2297.0 2335.0 MA
55 MA602 20251014 2365.0 2365.0 ... 68774.50 2318.0 2364.0 MA
56 MA603 20251014 2375.0 2378.0 ... 148506.72 2325.0 2380.0 MA
57 MA604 20251014 2361.0 2365.0 ... 156.68 2338.0 2381.0 MA
58 MA605 20251014 2354.0 2356.0 ... 384339.96 2319.0 2361.0 MA
59 MA606 20251014 2363.0 2363.0 ... 60.56 2329.0 2368.0 MA
60 MA607 20251014 2330.0 2330.0 ... 253.81 2287.0 2347.0 MA
61 MA608 20251014 2316.0 2318.0 ... 48.09 2290.0 2338.0 MA
62 MA609 20251014 2317.0 2317.0 ... 5833.98 2277.0 2319.0 MA
63 OI511 20251014 10165.0 10186.0 ... 91439.15 10140.0 10149.0 OI
64 OI601 20251014 10012.0 10030.0 ... 2220839.75 9983.0 9987.0 OI
65 OI603 20251014 9846.0 9851.0 ... 242647.09 9764.0 9818.0 OI
66 OI605 20251014 9572.0 9594.0 ... 210805.72 9498.0 9549.0 OI
67 OI607 20251014 9526.0 9526.0 ... 1386.72 9433.0 9489.0 OI
68 OI609 20251014 9439.0 9456.0 ... 929.00 9384.0 9437.0 OI
69 PF510 20251014 6136.0 6136.0 ... 143.72 6116.0 6160.0 PF
70 PF511 20251014 6160.0 6180.0 ... 167643.67 6126.0 6184.0 PF
71 PF512 20251014 6120.0 6134.0 ... 839258.23 6076.0 6136.0 PF
72 PF601 20251014 6176.0 6176.0 ... 138491.86 6110.0 6180.0 PF
73 PF602 20251014 6128.0 6132.0 ... 385324.06 6086.0 6146.0 PF
74 PF603 20251014 6116.0 6116.0 ... 101201.48 6076.0 6126.0 PF
75 PF604 20251014 6182.0 6182.0 ... 107.57 6148.0 6208.0 PF
76 PF605 20251014 6172.0 6178.0 ... 289.00 6150.0 6208.0 PF
77 PF606 20251014 6154.0 6154.0 ... 15.34 6138.0 6214.0 PF
78 PF607 20251014 6178.0 6206.0 ... 21.62 6178.0 6238.0 PF
79 PF608 20251014 6192.0 6214.0 ... 6.20 6204.0 6268.0 PF
80 PF609 20251014 6204.0 6220.0 ... 24.81 6204.0 6274.0 PF
81 PK510 20251014 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251014 7912.0 7934.0 ... 297014.58 7872.0 7866.0 PK
83 PK512 20251014 7944.0 8008.0 ... 371955.80 7924.0 7874.0 PK
84 PK601 20251014 8010.0 8090.0 ... 674432.00 8016.0 7934.0 PK
85 PK603 20251014 8080.0 8152.0 ... 336570.97 8034.0 7994.0 PK
86 PK604 20251014 8090.0 8150.0 ... 3289.93 8044.0 8018.0 PK
87 PK605 20251014 8108.0 8184.0 ... 57742.42 8070.0 8044.0 PK
88 PL601 20251014 6188.0 6188.0 ... 98894.35 6109.0 6190.0 PL
89 PL602 20251014 6167.0 6195.0 ... 27545.22 6151.0 6228.0 PL
90 PL603 20251014 6169.0 6191.0 ... 33307.96 6152.0 6221.0 PL
91 PL604 20251014 0.0 0.0 ... 0.00 6132.0 6239.0 PL
92 PL605 20251014 6156.0 6156.0 ... 195.81 6119.0 6197.0 PL
93 PL606 20251014 6153.0 6160.0 ... 36.85 6142.0 6183.0 PL
94 PL607 20251014 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251014 0.0 0.0 ... 0.00 6280.0 6415.0 PL
96 PL609 20251014 0.0 0.0 ... 0.00 6239.0 6331.0 PL
97 PM511 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251014 5678.0 5680.0 ... 476.99 5678.0 5710.0 PR
104 PR511 20251014 5650.0 5656.0 ... 32272.78 5612.0 5674.0 PR
105 PR512 20251014 5646.0 5650.0 ... 247538.80 5600.0 5650.0 PR
106 PR601 20251014 5618.0 5622.0 ... 226644.97 5572.0 5628.0 PR
107 PR602 20251014 5662.0 5662.0 ... 61520.77 5608.0 5666.0 PR
108 PR603 20251014 5656.0 5674.0 ... 320.84 5630.0 5682.0 PR
109 PR604 20251014 5674.0 5694.0 ... 135.66 5654.0 5706.0 PR
110 PR605 20251014 5696.0 5696.0 ... 76.67 5680.0 5730.0 PR
111 PR606 20251014 5696.0 5696.0 ... 8.54 5696.0 5774.0 PR
112 PR607 20251014 5730.0 5730.0 ... 25.72 5716.0 5756.0 PR
113 PR608 20251014 5716.0 5724.0 ... 25.75 5722.0 5770.0 PR
114 PR609 20251014 5718.0 5718.0 ... 17.15 5718.0 5768.0 PR
115 PX510 20251014 0.0 0.0 ... 6458.00 6332.0 6402.0 PX
116 PX511 20251014 6448.0 6482.0 ... 238441.56 6416.0 6464.0 PX
117 PX512 20251014 6424.0 6452.0 ... 159238.50 6386.0 6444.0 PX
118 PX601 20251014 6412.0 6440.0 ... 519846.55 6370.0 6440.0 PX
119 PX602 20251014 6436.0 6446.0 ... 183048.02 6374.0 6454.0 PX
120 PX603 20251014 6436.0 6438.0 ... 131718.97 6378.0 6450.0 PX
121 PX604 20251014 6470.0 6470.0 ... 25.77 6444.0 6468.0 PX
122 PX605 20251014 6472.0 6472.0 ... 3579.37 6416.0 6472.0 PX
123 PX606 20251014 0.0 0.0 ... 0.00 6400.0 6480.0 PX
124 PX607 20251014 0.0 0.0 ... 0.00 6412.0 6498.0 PX
125 PX608 20251014 0.0 0.0 ... 0.00 6424.0 6506.0 PX
126 PX609 20251014 6462.0 6462.0 ... 16.06 6424.0 6482.0 PX
127 RI511 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251014 2397.0 2440.0 ... 20567.30 2404.0 2414.0 RM
134 RM601 20251014 2390.0 2407.0 ... 650501.43 2369.0 2398.0 RM
135 RM603 20251014 2318.0 2326.0 ... 8717.98 2305.0 2328.0 RM
136 RM605 20251014 2315.0 2318.0 ... 194239.80 2299.0 2323.0 RM
137 RM607 20251014 2306.0 2308.0 ... 17984.60 2294.0 2313.0 RM
138 RM608 20251014 2411.0 2411.0 ... 1155.72 2398.0 2419.0 RM
139 RM609 20251014 2402.0 2405.0 ... 4071.81 2388.0 2408.0 RM
140 RS511 20251014 5430.0 5430.0 ... 199.24 5243.0 5399.0 RS
141 RS607 20251014 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251014 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251014 5468.0 5468.0 ... 10.92 5460.0 5463.0 RS
144 SA510 20251014 1154.0 1154.0 ... 688.07 1147.0 1156.0 SA
145 SA511 20251014 1173.0 1173.0 ... 68184.11 1161.0 1175.0 SA
146 SA512 20251014 1234.0 1236.0 ... 209611.55 1218.0 1233.0 SA
147 SA601 20251014 1247.0 1249.0 ... 2996684.46 1229.0 1243.0 SA
148 SA602 20251014 1282.0 1284.0 ... 93718.97 1266.0 1281.0 SA
149 SA603 20251014 1289.0 1291.0 ... 240648.99 1272.0 1287.0 SA
150 SA604 20251014 1330.0 1330.0 ... 3130.28 1312.0 1331.0 SA
151 SA605 20251014 1341.0 1341.0 ... 162486.80 1317.0 1333.0 SA
152 SA606 20251014 1353.0 1357.0 ... 813.38 1338.0 1354.0 SA
153 SA607 20251014 1357.0 1359.0 ... 2389.82 1349.0 1357.0 SA
154 SA608 20251014 1396.0 1399.0 ... 707.90 1383.0 1397.0 SA
155 SA609 20251014 1404.0 1407.0 ... 6429.53 1388.0 1403.0 SA
156 SF510 20251014 5250.0 5250.0 ... 104.57 5230.0 5248.0 SF
157 SF511 20251014 5402.0 5418.0 ... 249544.20 5378.0 5402.0 SF
158 SF512 20251014 5364.0 5386.0 ... 112568.78 5334.0 5370.0 SF
159 SF601 20251014 5360.0 5374.0 ... 233507.72 5334.0 5362.0 SF
160 SF602 20251014 5304.0 5322.0 ... 54383.32 5276.0 5320.0 SF
161 SF603 20251014 5494.0 5496.0 ... 108589.86 5450.0 5504.0 SF
162 SF604 20251014 5458.0 5458.0 ... 13.59 5436.0 5482.0 SF
163 SF605 20251014 5472.0 5480.0 ... 2195.07 5440.0 5478.0 SF
164 SF606 20251014 5400.0 5416.0 ... 143.13 5402.0 5444.0 SF
165 SF607 20251014 5578.0 5580.0 ... 36.22 5572.0 5614.0 SF
166 SF608 20251014 5574.0 5584.0 ... 13.94 5576.0 5628.0 SF
167 SF609 20251014 5568.0 5568.0 ... 33.33 5556.0 5604.0 SF
168 SH510 20251014 0.0 0.0 ... 0.00 2395.0 2418.0 SH
169 SH511 20251014 2424.0 2425.0 ... 161956.37 2405.0 2408.0 SH
170 SH512 20251014 2479.0 2479.0 ... 195681.95 2446.0 2463.0 SH
171 SH601 20251014 2465.0 2465.0 ... 2397631.54 2429.0 2452.0 SH
172 SH602 20251014 2494.0 2503.0 ... 331200.30 2467.0 2488.0 SH
173 SH603 20251014 2501.0 2515.0 ... 316187.63 2473.0 2497.0 SH
174 SH604 20251014 2550.0 2550.0 ... 1273.74 2527.0 2538.0 SH
175 SH605 20251014 2560.0 2563.0 ... 18318.87 2534.0 2549.0 SH
176 SH606 20251014 2578.0 2581.0 ... 848.15 2570.0 2569.0 SH
177 SH607 20251014 2577.0 2584.0 ... 517.68 2576.0 2568.0 SH
178 SH608 20251014 2590.0 2619.0 ... 436.99 2601.0 2588.0 SH
179 SH609 20251014 2602.0 2608.0 ... 490.91 2597.0 2597.0 SH
180 SM510 20251014 5608.0 5626.0 ... 668.00 5614.0 5628.0 SM
181 SM511 20251014 5732.0 5744.0 ... 25133.11 5720.0 5736.0 SM
182 SM512 20251014 5738.0 5750.0 ... 167605.64 5720.0 5742.0 SM
183 SM601 20251014 5750.0 5754.0 ... 383388.98 5728.0 5746.0 SM
184 SM602 20251014 5748.0 5760.0 ... 42325.65 5734.0 5754.0 SM
185 SM603 20251014 5750.0 5774.0 ... 200233.49 5742.0 5766.0 SM
186 SM604 20251014 0.0 0.0 ... 0.00 5768.0 5768.0 SM
187 SM605 20251014 5778.0 5782.0 ... 21406.93 5758.0 5770.0 SM
188 SM606 20251014 5766.0 5768.0 ... 31.67 5760.0 5784.0 SM
189 SM607 20251014 5780.0 5788.0 ... 17.33 5778.0 5796.0 SM
190 SM608 20251014 5790.0 5800.0 ... 17.37 5792.0 5822.0 SM
191 SM609 20251014 5804.0 5804.0 ... 1330.82 5800.0 5806.0 SM
192 SR511 20251014 5469.0 5469.0 ... 22885.62 5442.0 5515.0 SR
193 SR601 20251014 5430.0 5432.0 ... 1775983.16 5400.0 5474.0 SR
194 SR603 20251014 5420.0 5420.0 ... 199888.73 5384.0 5461.0 SR
195 SR605 20251014 5410.0 5410.0 ... 192474.80 5374.0 5444.0 SR
196 SR607 20251014 5412.0 5417.0 ... 8152.31 5385.0 5446.0 SR
197 SR609 20251014 5424.0 5425.0 ... 8327.11 5393.0 5452.0 SR
198 TA510 20251014 4454.0 4456.0 ... 12681.93 4420.0 4470.0 TA
199 TA511 20251014 4470.0 4486.0 ... 155508.23 4432.0 4486.0 TA
200 TA512 20251014 4472.0 4490.0 ... 250204.77 4454.0 4500.0 TA
201 TA601 20251014 4504.0 4506.0 ... 1536053.60 4464.0 4512.0 TA
202 TA602 20251014 4516.0 4518.0 ... 248809.03 4486.0 4524.0 TA
203 TA603 20251014 4526.0 4528.0 ... 89055.07 4496.0 4536.0 TA
204 TA604 20251014 4536.0 4544.0 ... 33.98 4532.0 4554.0 TA
205 TA605 20251014 4560.0 4562.0 ... 102617.67 4522.0 4560.0 TA
206 TA606 20251014 4510.0 4510.0 ... 2.26 4510.0 4574.0 TA
207 TA607 20251014 4572.0 4572.0 ... 6.83 4550.0 4588.0 TA
208 TA608 20251014 4586.0 4586.0 ... 11.39 4558.0 4598.0 TA
209 TA609 20251014 4590.0 4592.0 ... 2278.42 4552.0 4590.0 TA
210 UR510 20251014 1511.0 1513.0 ... 547.43 1504.0 1505.0 UR
211 UR511 20251014 1582.0 1592.0 ... 19945.01 1578.0 1582.0 UR
212 UR512 20251014 1593.0 1603.0 ... 28663.04 1587.0 1594.0 UR
213 UR601 20251014 1606.0 1616.0 ... 452004.36 1602.0 1605.0 UR
214 UR602 20251014 1613.0 1622.0 ... 20540.45 1607.0 1616.0 UR
215 UR603 20251014 1670.0 1670.0 ... 199.27 1661.0 1665.0 UR
216 UR604 20251014 1675.0 1675.0 ... 6.67 1669.0 1672.0 UR
217 UR605 20251014 1675.0 1683.0 ... 34023.43 1672.0 1673.0 UR
218 UR606 20251014 1687.0 1687.0 ... 204.48 1676.0 1677.0 UR
219 UR607 20251014 1716.0 1716.0 ... 20.52 1710.0 1712.0 UR
220 UR608 20251014 1713.0 1713.0 ... 27.31 1707.0 1709.0 UR
221 UR609 20251014 1711.0 1711.0 ... 456.97 1705.0 1707.0 UR
222 WH511 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:26:18,491 - future_1d - INFO - ak.get_czce_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251014 451.1 455.2 ... 3443966.95 451.8 451.5 SC
1 SC2512 20251014 451.7 456.1 ... 1971504.29 452.5 453.7 SC
2 SC2601 20251014 452.6 456.1 ... 458112.6 452.5 454.1 SC
3 SC2602 20251014 453.8 456.3 ... 117972.08 453 453.8 SC
4 SC2603 20251014 453.2 456.7 ... 12451.61 452.7 454.8 SC
5 SC2604 20251014 453.1 456.8 ... 3357.22 453.6 455.4 SC
6 SC2605 20251014 454.2 457.2 ... 1681.87 454.5 455.9 SC
7 SC2606 20251014 453.8 457.6 ... 28932.84 455.6 453.1 SC
8 SC2607 20251014 456 456.9 ... 500.28 454.8 454.9 SC
9 SC2608 20251014 453.8 457.4 ... 318.73 455.3 454.1 SC
10 SC2609 20251014 457 457 ... 454.67 454.6 454 SC
11 SC2610 20251014 ... 0 449.7 449.7 SC
12 SC2612 20251014 ... 0 452.6 452.6 SC
13 SC2703 20251014 ... 0 451.6 451.6 SC
14 SC2706 20251014 453.6 453.6 ... 45.36 453.6 450.1 SC
15 SC2709 20251014 ... 0 450.6 450.6 SC
16 SC2712 20251014 457.9 457.9 ... 91.01 455 451 SC
17 SC2803 20251014 ... 0 449 449 SC
18 SC2806 20251014 451.9 452 ... 225.89 451.7 449.9 SC
19 SC2809 20251014 454.3 454.4 ... 271.79 452.9 451.2 SC
21 LU2511 20251014 3202 3224 ... 24280.1 3204 3220 LU
22 LU2512 20251014 3215 3236 ... 245899.633 3216 3240 LU
23 LU2601 20251014 3206 3230 ... 124896.377 3210 3232 LU
24 LU2602 20251014 3209 3224 ... 6668.175 3205 3229 LU
25 LU2603 20251014 3210 3222 ... 2921.346 3206 3232 LU
26 LU2604 20251014 3188 3197 ... 15.964 3192 3247 LU
27 LU2605 20251014 3212 3212 ... 25.602 3200 3222 LU
28 LU2606 20251014 3189 3194 ... 60.369 3177 3210 LU
29 LU2607 20251014 3211 3211 ... 141.077 3206 3208 LU
30 LU2608 20251014 3213 3213 ... 153.883 3205 3205 LU
31 LU2609 20251014 3201 3204 ... 331.634 3188 3208 LU
32 LU2610 20251014 3187 3187 ... 3.187 3187 3209 LU
34 NR2510 20251014 11930 11940 ... 1550.8 11925 11960 NR
35 NR2511 20251014 12080 12085 ... 461017.135 11990 12085 NR
36 NR2512 20251014 12095 12095 ... 434734.275 11985 12080 NR
37 NR2601 20251014 12100 12115 ... 138884.58 11995 12100 NR
38 NR2602 20251014 12050 12060 ... 13100.385 11995 12035 NR
39 NR2603 20251014 12045 12050 ... 3595.09 12020 12085 NR
40 NR2604 20251014 12060 12060 ... 3120.5 12000 12090 NR
41 NR2605 20251014 12070 12095 ... 456.89 12020 12095 NR
42 NR2606 20251014 12060 12060 ... 24.08 12040 12095 NR
43 NR2607 20251014 ... 0 12115 12115 NR
44 NR2608 20251014 12145 12145 ... 12.145 12145 12205 NR
45 NR2609 20251014 ... 0 12250 12250 NR
47 BC2510 20251014 75040 75040 ... 1125.6 75040 75030 BC
48 BC2511 20251014 76080 77210 ... 782156.205 76190 75420 BC
49 BC2512 20251014 76130 77210 ... 94503.635 76240 75700 BC
50 BC2601 20251014 76860 76860 ... 38.43 76860 75730 BC
51 BC2602 20251014 ... 0 75800 76660 BC
52 BC2603 20251014 76820 76820 ... 75.8 75800 76740 BC
53 BC2604 20251014 ... 0 76520 76740 BC
54 BC2605 20251014 ... 0 75900 75900 BC
55 BC2606 20251014 ... 0 75880 75880 BC
56 BC2607 20251014 ... 0 76570 76850 BC
57 BC2608 20251014 ... 0 75800 75800 BC
58 BC2609 20251014 ... 0 76130 76130 BC
60 EC2510 20251014 1135 1141 ... 27776.0825 1134.4 1133.1 EC
61 EC2512 20251014 1558 1712 ... 382788.063 1639 1559.4 EC
62 EC2602 20251014 1360 1497.2 ... 72949.841 1416.6 1358 EC
63 EC2604 20251014 1085 1164 ... 38989.607 1112.5 1090.9 EC
64 EC2606 20251014 1266.8 1330.1 ... 4019.408 1286.2 1254.5 EC
65 EC2608 20251014 1389.2 1469.4 ... 2172.2325 1424.4 1388.7 EC
69 SC_TAS2511 20251014 ... SC_TAS
70 SC_TAS2512 20251014 ... SC_TAS
71 SC_TAS2601 20251014 ... SC_TAS
72 SC_TAS2602 20251014 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 18:26:18,561 - future_1d - INFO - ak.get_ine_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 a2511 20251014 3959.00 ... 3957.00 3968.00 A
1 a2601 20251014 3967.00 ... 3969.00 3969.00 A
2 a2603 20251014 3965.00 ... 3972.00 3971.00 A
3 a2605 20251014 4009.00 ... 4011.00 4004.00 A
4 a2607 20251014 4010.00 ... 4012.00 4003.00 A
5 a2609 20251014 4011.00 ... 4011.00 4008.00 A
6 b2510 20251014 0.00 ... 3619.00 3619.00 B
7 b2511 20251014 3639.00 ... 3607.00 3628.00 B
8 b2512 20251014 3653.00 ... 3636.00 3656.00 B
9 b2601 20251014 3633.00 ... 3628.00 3651.00 B
10 b2602 20251014 3650.00 ... 3632.00 3656.00 B
11 b2603 20251014 3612.00 ... 3599.00 3617.00 B
12 b2604 20251014 3530.00 ... 3500.00 3537.00 B
13 b2605 20251014 3453.00 ... 3444.00 3459.00 B
14 b2606 20251014 3432.00 ... 3409.00 3436.00 B
15 b2607 20251014 3434.00 ... 3415.00 3434.00 B
16 b2608 20251014 3526.00 ... 3511.00 3529.00 B
17 b2609 20251014 3552.00 ... 3543.00 3548.00 B
18 bb2511 20251014 0.00 ... 144.65 144.65 BB
19 bb2601 20251014 146.75 ... 147.00 146.60 BB
20 bb2603 20251014 146.70 ... 147.25 146.50 BB
21 bb2605 20251014 147.75 ... 147.95 146.70 BB
22 bb2607 20251014 0.00 ... 152.85 151.60 BB
23 bb2609 20251014 0.00 ... 152.85 151.60 BB
24 bz2603 20251014 5670.00 ... 5624.00 5707.00 BZ
25 bz2604 20251014 5645.00 ... 5615.00 5691.00 BZ
26 bz2605 20251014 5645.00 ... 5634.00 5697.00 BZ
27 bz2606 20251014 0.00 ... 5672.00 5672.00 BZ
28 bz2607 20251014 0.00 ... 5685.00 5689.00 BZ
29 bz2608 20251014 5601.00 ... 5601.00 5646.00 BZ
30 bz2609 20251014 0.00 ... 5720.00 5803.00 BZ
31 c2511 20251014 2088.00 ... 2087.00 2107.00 C
32 c2601 20251014 2103.00 ... 2105.00 2114.00 C
33 c2603 20251014 2127.00 ... 2131.00 2130.00 C
34 c2605 20251014 2192.00 ... 2198.00 2197.00 C
35 c2607 20251014 2207.00 ... 2214.00 2211.00 C
36 c2609 20251014 2223.00 ... 2230.00 2227.00 C
37 cs2511 20251014 2400.00 ... 2393.00 2413.00 CS
38 cs2601 20251014 2396.00 ... 2402.00 2413.00 CS
39 cs2603 20251014 2415.00 ... 2421.00 2426.00 CS
40 cs2605 20251014 2513.00 ... 2517.00 2522.00 CS
41 cs2607 20251014 2520.00 ... 2530.00 2535.00 CS
42 cs2609 20251014 2565.00 ... 2571.00 2576.00 CS
43 eb2510 20251014 6589.00 ... 6559.00 6670.00 EB
44 eb2511 20251014 6688.00 ... 6608.00 6714.00 EB
45 eb2512 20251014 6682.00 ... 6627.00 6723.00 EB
46 eb2601 20251014 6730.00 ... 6668.00 6754.00 EB
47 eb2602 20251014 6763.00 ... 6714.00 6802.00 EB
48 eb2603 20251014 6807.00 ... 6760.00 6843.00 EB
49 eb2604 20251014 6830.00 ... 6821.00 6871.00 EB
50 eb2605 20251014 6859.00 ... 6845.00 6906.00 EB
51 eb2606 20251014 6897.00 ... 6873.00 6923.00 EB
52 eb2607 20251014 6898.00 ... 6872.00 6918.00 EB
53 eb2608 20251014 6862.00 ... 6895.00 6943.00 EB
54 eb2609 20251014 6856.00 ... 6888.00 6964.00 EB
55 eg2510 20251014 4102.00 ... 4094.00 4156.00 EG
56 eg2511 20251014 4113.00 ... 4087.00 4129.00 EG
57 eg2512 20251014 4112.00 ... 4067.00 4112.00 EG
58 eg2601 20251014 4111.00 ... 4072.00 4112.00 EG
59 eg2602 20251014 4076.00 ... 4077.00 4126.00 EG
60 eg2603 20251014 4084.00 ... 4079.00 4140.00 EG
61 eg2604 20251014 4166.00 ... 4146.00 4181.00 EG
62 eg2605 20251014 4182.00 ... 4161.00 4197.00 EG
63 eg2606 20251014 4160.00 ... 4163.00 4211.00 EG
64 eg2607 20251014 4177.00 ... 4175.00 4193.00 EG
65 eg2608 20251014 4193.00 ... 4185.00 4200.00 EG
66 eg2609 20251014 4204.00 ... 4199.00 4267.00 EG
67 fb2510 20251014 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251014 1259.00 ... 1257.50 1262.00 FB
69 fb2512 20251014 1264.00 ... 1261.00 1263.50 FB
70 fb2601 20251014 1272.00 ... 1271.00 1269.00 FB
71 fb2602 20251014 1287.00 ... 1273.50 1271.50 FB
72 fb2603 20251014 1287.00 ... 1266.00 1261.50 FB
73 fb2604 20251014 1270.50 ... 1271.00 1269.00 FB
74 fb2605 20251014 1273.00 ... 1273.00 1273.00 FB
75 fb2606 20251014 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251014 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251014 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251014 0.00 ... 1296.00 1296.00 FB
79 i2510 20251014 810.00 ... 808.50 813.50 I
80 i2511 20251014 822.50 ... 805.00 814.00 I
81 i2512 20251014 817.00 ... 797.50 808.50 I
82 i2601 20251014 806.50 ... 788.00 798.50 I
83 i2602 20251014 802.50 ... 781.50 795.00 I
84 i2603 20251014 797.00 ... 779.50 788.00 I
85 i2604 20251014 792.00 ... 773.50 784.50 I
86 i2605 20251014 784.50 ... 765.00 776.00 I
87 i2606 20251014 778.00 ... 762.00 770.00 I
88 i2607 20251014 773.00 ... 757.50 766.00 I
89 i2608 20251014 768.00 ... 753.00 761.00 I
90 i2609 20251014 759.00 ... 747.00 755.50 I
91 j2510 20251014 0.00 ... 1600.00 1600.00 J
92 j2511 20251014 1598.00 ... 1586.00 1586.50 J
93 j2512 20251014 1627.00 ... 1608.00 1617.00 J
94 j2601 20251014 1650.00 ... 1636.50 1648.50 J
95 j2602 20251014 1653.00 ... 1653.00 1679.00 J
96 j2603 20251014 1676.50 ... 1676.50 1705.50 J
97 j2604 20251014 0.00 ... 1773.50 1773.50 J
98 j2605 20251014 1802.50 ... 1781.00 1797.00 J
99 j2606 20251014 1823.50 ... 1814.00 1823.50 J
100 j2607 20251014 0.00 ... 1833.50 1833.50 J
101 j2608 20251014 0.00 ... 1865.00 1865.00 J
102 j2609 20251014 1886.00 ... 1866.50 1879.50 J
103 jd2510 20251014 2664.00 ... 2685.00 2552.00 JD
104 jd2511 20251014 2830.00 ... 2847.00 2804.00 JD
105 jd2512 20251014 3005.00 ... 3028.00 2965.00 JD
106 jd2601 20251014 3210.00 ... 3232.00 3183.00 JD
107 jd2602 20251014 3038.00 ... 3044.00 3020.00 JD
108 jd2603 20251014 3067.00 ... 3060.00 3059.00 JD
109 jd2604 20251014 3191.00 ... 3168.00 3187.00 JD
110 jd2605 20251014 3375.00 ... 3345.00 3372.00 JD
111 jd2606 20251014 3260.00 ... 3235.00 3257.00 JD
112 jd2607 20251014 3510.00 ... 3479.00 3504.00 JD
113 jd2608 20251014 3977.00 ... 3966.00 3978.00 JD
114 jd2609 20251014 3873.00 ... 3866.00 3870.00 JD
115 jm2510 20251014 996.00 ... 951.00 924.00 JM
116 jm2511 20251014 1011.00 ... 1009.00 1001.50 JM
117 jm2512 20251014 1077.00 ... 1072.50 1071.00 JM
118 jm2601 20251014 1150.00 ... 1139.50 1145.00 JM
119 jm2602 20251014 1180.50 ... 1167.50 1176.50 JM
120 jm2603 20251014 1202.50 ... 1185.50 1198.50 JM
121 jm2604 20251014 1224.00 ... 1207.00 1221.00 JM
122 jm2605 20251014 1245.00 ... 1223.00 1240.50 JM
123 jm2606 20251014 1267.50 ... 1247.00 1255.00 JM
124 jm2607 20251014 1293.50 ... 1260.50 1281.00 JM
125 jm2608 20251014 1305.00 ... 1279.00 1304.50 JM
126 jm2609 20251014 1330.50 ... 1309.00 1327.00 JM
127 l2510 20251014 6901.00 ... 6856.00 6948.00 L
128 l2511 20251014 6957.00 ... 6922.00 6989.00 L
129 l2512 20251014 6973.00 ... 6928.00 6999.00 L
130 l2601 20251014 6996.00 ... 6936.00 7005.00 L
131 l2602 20251014 6977.00 ... 6924.00 7001.00 L
132 l2603 20251014 6992.00 ... 6944.00 7013.00 L
133 l2604 20251014 7011.00 ... 6984.00 7059.00 L
134 l2605 20251014 7039.00 ... 6975.00 7039.00 L
135 l2606 20251014 6964.00 ... 6953.00 7047.00 L
136 l2607 20251014 7031.00 ... 7007.00 7065.00 L
137 l2608 20251014 7049.00 ... 7015.00 7079.00 L
138 l2609 20251014 7060.00 ... 7018.00 7083.00 L
139 lg2511 20251014 800.00 ... 791.00 808.00 LG
140 lg2601 20251014 825.00 ... 820.00 823.00 LG
141 lg2603 20251014 829.50 ... 827.50 829.00 LG
142 lg2605 20251014 830.00 ... 828.50 830.00 LG
143 lg2607 20251014 832.00 ... 830.00 831.50 LG
144 lg2609 20251014 831.00 ... 831.50 832.00 LG
145 lh2511 20251014 11200.00 ... 11355.00 11225.00 LH
146 lh2601 20251014 12160.00 ... 12335.00 12150.00 LH
147 lh2603 20251014 11725.00 ... 11825.00 11835.00 LH
148 lh2605 20251014 12365.00 ... 12445.00 12440.00 LH
149 lh2607 20251014 13220.00 ... 13250.00 13220.00 LH
150 lh2609 20251014 13885.00 ... 13945.00 13880.00 LH
151 m2511 20251014 2926.00 ... 2896.00 2918.00 M
152 m2512 20251014 2956.00 ... 2936.00 2954.00 M
153 m2601 20251014 2936.00 ... 2912.00 2936.00 M
154 m2603 20251014 2912.00 ... 2890.00 2911.00 M
155 m2605 20251014 2747.00 ... 2736.00 2751.00 M
156 m2607 20251014 2734.00 ... 2719.00 2736.00 M
157 m2608 20251014 2854.00 ... 2841.00 2858.00 M
158 m2609 20251014 2858.00 ... 2846.00 2861.00 M
159 p2510 20251014 9198.00 ... 9184.00 9214.00 P
160 p2511 20251014 9270.00 ... 9266.00 9274.00 P
161 p2512 20251014 9308.00 ... 9314.00 9326.00 P
162 p2601 20251014 9364.00 ... 9366.00 9376.00 P
163 p2602 20251014 9368.00 ... 9358.00 9358.00 P
164 p2603 20251014 9338.00 ... 9332.00 9352.00 P
165 p2604 20251014 9336.00 ... 9312.00 9298.00 P
166 p2605 20251014 9232.00 ... 9238.00 9218.00 P
167 p2606 20251014 9146.00 ... 9108.00 9120.00 P
168 p2607 20251014 9052.00 ... 9012.00 9012.00 P
169 p2608 20251014 8976.00 ... 8956.00 8958.00 P
170 p2609 20251014 8874.00 ... 8884.00 8866.00 P
171 pg2510 20251014 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251014 4072.00 ... 4118.00 4069.00 PG
173 pg2512 20251014 3965.00 ... 3981.00 3978.00 PG
174 pg2601 20251014 3895.00 ... 3904.00 3909.00 PG
175 pg2602 20251014 3827.00 ... 3835.00 3848.00 PG
176 pg2603 20251014 3756.00 ... 3762.00 3781.00 PG
177 pg2604 20251014 4159.00 ... 4147.00 4166.00 PG
178 pg2605 20251014 4081.00 ... 4076.00 4093.00 PG
179 pg2606 20251014 4017.00 ... 4017.00 4047.00 PG
180 pg2607 20251014 3973.00 ... 3974.00 3984.00 PG
181 pg2608 20251014 3918.00 ... 3917.00 3930.00 PG
182 pg2609 20251014 3855.00 ... 3859.00 3876.00 PG
183 pp2510 20251014 6576.00 ... 6536.00 6611.00 PP
184 pp2511 20251014 6635.00 ... 6551.00 6639.00 PP
185 pp2512 20251014 6642.00 ... 6593.00 6679.00 PP
186 pp2601 20251014 6679.00 ... 6628.00 6708.00 PP
187 pp2602 20251014 6671.00 ... 6620.00 6704.00 PP
188 pp2603 20251014 6662.00 ... 6624.00 6705.00 PP
189 pp2604 20251014 6707.00 ... 6647.00 6738.00 PP
190 pp2605 20251014 6755.00 ... 6683.00 6763.00 PP
191 pp2606 20251014 6690.00 ... 6644.00 6733.00 PP
192 pp2607 20251014 6674.00 ... 6647.00 6694.00 PP
193 pp2608 20251014 6698.00 ... 6670.00 6709.00 PP
194 pp2609 20251014 6729.00 ... 6695.00 6754.00 PP
195 rr2510 20251014 3620.00 ... 3620.00 3604.00 RR
196 rr2511 20251014 3610.00 ... 3615.00 3619.00 RR
197 rr2512 20251014 3610.00 ... 3608.00 3611.00 RR
198 rr2601 20251014 3624.00 ... 3625.00 3642.00 RR
199 rr2602 20251014 3611.00 ... 3613.00 3628.00 RR
200 rr2603 20251014 3611.00 ... 3614.00 3621.00 RR
201 rr2604 20251014 3620.00 ... 3617.00 3622.00 RR
202 rr2605 20251014 3612.00 ... 3612.00 3618.00 RR
203 rr2606 20251014 3602.00 ... 3602.00 3615.00 RR
204 rr2607 20251014 0.00 ... 3624.00 3636.00 RR
205 rr2608 20251014 3596.00 ... 3589.00 3595.00 RR
206 rr2609 20251014 3623.00 ... 3612.00 3636.00 RR
207 v2510 20251014 4607.00 ... 4567.00 4606.00 V
208 v2511 20251014 4620.00 ... 4596.00 4636.00 V
209 v2512 20251014 4674.00 ... 4641.00 4675.00 V
210 v2601 20251014 4717.00 ... 4684.00 4720.00 V
211 v2602 20251014 4753.00 ... 4727.00 4758.00 V
212 v2603 20251014 4790.00 ... 4754.00 4792.00 V
213 v2604 20251014 4990.00 ... 4957.00 5000.00 V
214 v2605 20251014 5043.00 ... 4998.00 5037.00 V
215 v2606 20251014 5055.00 ... 5029.00 5070.00 V
216 v2607 20251014 5091.00 ... 5072.00 5108.00 V
217 v2608 20251014 5113.00 ... 5103.00 5148.00 V
218 v2609 20251014 5162.00 ... 5137.00 5176.00 V
219 y2511 20251014 8284.00 ... 8272.00 8284.00 Y
220 y2512 20251014 8306.00 ... 8306.00 8322.00 Y
221 y2601 20251014 8280.00 ... 8270.00 8282.00 Y
222 y2603 20251014 8234.00 ... 8206.00 8214.00 Y
223 y2605 20251014 8036.00 ... 8040.00 8030.00 Y
224 y2607 20251014 7982.00 ... 7980.00 7974.00 Y
225 y2608 20251014 7990.00 ... 7966.00 7968.00 Y
226 y2609 20251014 7948.00 ... 7924.00 7940.00 Y
[227 rows x 12 columns]
2025-10-17 18:26:19,167 - future_1d - INFO - ak.get_dce_daily('2025-10-14') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251014 ... 85820 84900 CU
1 1 CU2511 20251014 ... 85710 84810 CU
2 2 CU2512 20251014 ... 85690 84890 CU
3 3 CU2601 20251014 ... 85610 84840 CU
4 4 CU2602 20251014 ... 85570 84840 CU
5 5 CU2603 20251014 ... 85750 85000 CU
6 6 CU2604 20251014 ... 85680 85080 CU
7 7 CU2605 20251014 ... 85680 85420 CU
8 8 CU2606 20251014 ... 85390 84990 CU
9 9 CU2607 20251014 ... 84950 85020 CU
10 10 CU2608 20251014 ... 85220 85030 CU
11 11 CU2609 20251014 ... 85270 84920 CU
12 12 BC2510 20251014 ... 75040 75030 BC
13 13 BC2511 20251014 ... 76190 75420 BC
14 14 BC2512 20251014 ... 76240 75700 BC
15 15 BC2601 20251014 ... 76860 75730 BC
16 16 BC2602 20251014 ... 75800 76660 BC
17 17 BC2603 20251014 ... 75800 76740 BC
18 18 BC2604 20251014 ... 76520 76740 BC
19 19 BC2605 20251014 ... 75900 75900 BC
20 20 BC2606 20251014 ... 75880 75880 BC
21 21 BC2607 20251014 ... 76570 76850 BC
22 22 BC2608 20251014 ... 75800 75800 BC
23 23 BC2609 20251014 ... 76130 76130 BC
24 24 AL2510 20251014 ... 20905 20855 AL
25 25 AL2511 20251014 ... 20930 20860 AL
26 26 AL2512 20251014 ... 20945 20870 AL
27 27 AL2601 20251014 ... 20950 20865 AL
28 28 AL2602 20251014 ... 20945 20875 AL
29 29 AL2603 20251014 ... 20945 20900 AL
30 30 AL2604 20251014 ... 20980 20910 AL
31 31 AL2605 20251014 ... 20995 20920 AL
32 32 AL2606 20251014 ... 20995 20935 AL
33 33 AL2607 20251014 ... 21015 20945 AL
34 34 AL2608 20251014 ... 21010 20905 AL
35 35 AL2609 20251014 ... 20995 20970 AL
36 36 ZN2510 20251014 ... 22205 22220 ZN
37 37 ZN2511 20251014 ... 22275 22285 ZN
38 38 ZN2512 20251014 ... 22310 22310 ZN
39 39 ZN2601 20251014 ... 22340 22335 ZN
40 40 ZN2602 20251014 ... 22370 22350 ZN
41 41 ZN2603 20251014 ... 22395 22370 ZN
42 42 ZN2604 20251014 ... 22415 22390 ZN
43 43 ZN2605 20251014 ... 22435 22430 ZN
44 44 ZN2606 20251014 ... 22475 22420 ZN
45 45 ZN2607 20251014 ... 22470 22435 ZN
46 46 ZN2608 20251014 ... 22475 22460 ZN
47 47 ZN2609 20251014 ... 22535 22490 ZN
48 48 PB2510 20251014 ... 17045 17110 PB
49 49 PB2511 20251014 ... 17085 17155 PB
50 50 PB2512 20251014 ... 17095 17160 PB
51 51 PB2601 20251014 ... 17090 17145 PB
52 52 PB2602 20251014 ... 17115 17150 PB
53 53 PB2603 20251014 ... 17105 17170 PB
54 54 PB2604 20251014 ... 17115 17300 PB
55 55 PB2605 20251014 ... 17125 17190 PB
56 56 PB2606 20251014 ... 17145 17200 PB
57 57 PB2607 20251014 ... 17160 17175 PB
58 58 PB2608 20251014 ... 17170 17195 PB
59 59 PB2609 20251014 ... 17225 17235 PB
60 60 NI2510 20251014 ... 120560 121270 NI
61 61 NI2511 20251014 ... 121080 121650 NI
62 62 NI2512 20251014 ... 121210 121790 NI
63 63 NI2601 20251014 ... 121470 122050 NI
64 64 NI2602 20251014 ... 121680 122160 NI
65 65 NI2603 20251014 ... 122000 122400 NI
66 66 NI2604 20251014 ... 122110 122570 NI
67 67 NI2605 20251014 ... 122240 122990 NI
68 68 NI2606 20251014 ... 122600 123150 NI
69 69 NI2607 20251014 ... 122680 123230 NI
70 70 NI2608 20251014 ... 123140 123580 NI
71 71 NI2609 20251014 ... 123520 123920 NI
72 72 SN2510 20251014 ... 281340 282760 SN
73 73 SN2511 20251014 ... 282140 283550 SN
74 74 SN2512 20251014 ... 282320 283610 SN
75 75 SN2601 20251014 ... 282460 283460 SN
76 76 SN2602 20251014 ... 282390 283290 SN
77 77 SN2603 20251014 ... 282460 283900 SN
78 78 SN2604 20251014 ... 282290 283870 SN
79 79 SN2605 20251014 ... 282370 283660 SN
80 80 SN2606 20251014 ... 282730 282530 SN
81 81 SN2607 20251014 ... 282610 283050 SN
82 82 SN2608 20251014 ... 283550 283690 SN
83 83 SN2609 20251014 ... 282990 284540 SN
84 84 AO2510 20251014 ... 2775 2782 AO
85 85 AO2511 20251014 ... 2783 2798 AO
86 86 AO2512 20251014 ... 2797 2816 AO
87 87 AO2601 20251014 ... 2807 2825 AO
88 88 AO2602 20251014 ... 2826 2842 AO
89 89 AO2603 20251014 ... 2897 2913 AO
90 90 AO2604 20251014 ... 2910 2925 AO
91 91 AO2605 20251014 ... 2918 2933 AO
92 92 AO2606 20251014 ... 2928 2941 AO
93 93 AO2607 20251014 ... 2937 2952 AO
94 94 AO2608 20251014 ... 2949 2969 AO
95 95 AO2609 20251014 ... 2967 2986 AO
96 96 AD2511 20251014 ... 20380 20360 AD
97 97 AD2512 20251014 ... 20440 20385 AD
98 98 AD2601 20251014 ... 20490 20455 AD
99 99 AD2602 20251014 ... 20485 20475 AD
100 100 AD2603 20251014 ... 20440 20515 AD
101 101 AD2604 20251014 ... 20420 20535 AD
102 102 AD2605 20251014 ... 20370 20445 AD
103 103 AD2606 20251014 ... 20420 20415 AD
104 104 AD2607 20251014 ... 20340 20510 AD
105 105 AD2608 20251014 ... 20495 20495 AD
106 106 AD2609 20251014 ... 20410 20410 AD
107 107 AU2510 20251014 ... 942.4 917.92 AU
108 108 AU2511 20251014 ... 939.32 912.52 AU
109 109 AU2512 20251014 ... 940.64 914.3 AU
110 110 AU2602 20251014 ... 943.96 917.5 AU
111 111 AU2604 20251014 ... 946.46 920.14 AU
112 112 AU2606 20251014 ... 947.86 923.4 AU
113 113 AU2608 20251014 ... 952.96 928.54 AU
114 114 AU2610 20251014 ... 952.34 931.62 AU
115 115 AG2510 20251014 ... 11714 11261 AG
116 116 AG2511 20251014 ... 11696 11233 AG
117 117 AG2512 20251014 ... 11697 11236 AG
118 118 AG2601 20251014 ... 11724 11240 AG
119 119 AG2602 20251014 ... 11734 11266 AG
120 120 AG2603 20251014 ... 11775 11298 AG
121 121 AG2604 20251014 ... 11788 11311 AG
122 122 AG2605 20251014 ... 11796 11296 AG
123 123 AG2606 20251014 ... 11791 11320 AG
124 124 AG2607 20251014 ... 11829 11321 AG
125 125 AG2608 20251014 ... 11813 11303 AG
126 126 AG2609 20251014 ... 11799 11362 AG
127 127 RB2510 20251014 ... 2975 2998 RB
128 128 RB2511 20251014 ... 2997 3021 RB
129 129 RB2512 20251014 ... 3043 3068 RB
130 130 RB2601 20251014 ... 3060 3086 RB
131 131 RB2602 20251014 ... 3067 3091 RB
132 132 RB2603 20251014 ... 3087 3112 RB
133 133 RB2604 20251014 ... 3102 3133 RB
134 134 RB2605 20251014 ... 3116 3140 RB
135 135 RB2606 20251014 ... 3130 3151 RB
136 136 RB2607 20251014 ... 3139 3166 RB
137 137 RB2608 20251014 ... 3151 3176 RB
138 138 RB2609 20251014 ... 3161 3178 RB
139 139 WR2510 20251014 ... 3069 3069 WR
140 140 WR2511 20251014 ... 3270 3270 WR
141 141 WR2512 20251014 ... 3309 3309 WR
142 142 WR2601 20251014 ... 3329 3351 WR
143 143 WR2602 20251014 ... 3370 3384 WR
144 144 WR2603 20251014 ... 3361 3361 WR
145 145 WR2604 20251014 ... 3369 3369 WR
146 146 WR2605 20251014 ... 3364 3353 WR
147 147 WR2606 20251014 ... 3360 3360 WR
148 148 WR2607 20251014 ... 3390 3390 WR
149 149 WR2608 20251014 ... 3431 3431 WR
150 150 WR2609 20251014 ... 3430 3430 WR
151 151 HC2510 20251014 ... 3442 3417 HC
152 152 HC2511 20251014 ... 3282 3304 HC
153 153 HC2512 20251014 ... 3262 3285 HC
154 154 HC2601 20251014 ... 3240 3264 HC
155 155 HC2602 20251014 ... 3240 3281 HC
156 156 HC2603 20251014 ... 3243 3274 HC
157 157 HC2604 20251014 ... 3241 3278 HC
158 158 HC2605 20251014 ... 3251 3274 HC
159 159 HC2606 20251014 ... 3245 3277 HC
160 160 HC2607 20251014 ... 3273 3278 HC
161 161 HC2608 20251014 ... 3277 3295 HC
162 162 HC2609 20251014 ... 3270 3293 HC
163 163 SS2510 20251014 ... 12315 12535 SS
164 164 SS2511 20251014 ... 12565 12675 SS
165 165 SS2512 20251014 ... 12590 12685 SS
166 166 SS2601 20251014 ... 12680 12775 SS
167 167 SS2602 20251014 ... 12745 12820 SS
168 168 SS2603 20251014 ... 12815 12895 SS
169 169 SS2604 20251014 ... 12885 12980 SS
170 170 SS2605 20251014 ... 12945 13035 SS
171 171 SS2606 20251014 ... 13025 13120 SS
172 172 SS2607 20251014 ... 13100 13170 SS
173 173 SS2608 20251014 ... 13125 13220 SS
174 174 SS2609 20251014 ... 13230 13295 SS
175 175 SC2511 20251014 ... 451.8 451.5 SC
176 176 SC2512 20251014 ... 452.5 453.7 SC
177 177 SC2601 20251014 ... 452.5 454.1 SC
178 178 SC2602 20251014 ... 453 453.8 SC
179 179 SC2603 20251014 ... 452.7 454.8 SC
180 180 SC2604 20251014 ... 453.6 455.4 SC
181 181 SC2605 20251014 ... 454.5 455.9 SC
182 182 SC2606 20251014 ... 455.6 453.1 SC
183 183 SC2607 20251014 ... 454.8 454.9 SC
184 184 SC2608 20251014 ... 455.3 454.1 SC
185 185 SC2609 20251014 ... 454.6 454 SC
186 186 SC2610 20251014 ... 449.7 449.7 SC
187 187 SC2612 20251014 ... 452.6 452.6 SC
188 188 SC2703 20251014 ... 451.6 451.6 SC
189 189 SC2706 20251014 ... 453.6 450.1 SC
190 190 SC2709 20251014 ... 450.6 450.6 SC
191 191 SC2712 20251014 ... 455 451 SC
192 192 SC2803 20251014 ... 449 449 SC
193 193 SC2806 20251014 ... 451.7 449.9 SC
194 194 SC2809 20251014 ... 452.9 451.2 SC
195 195 LU2511 20251014 ... 3204 3220 LU
196 196 LU2512 20251014 ... 3216 3240 LU
197 197 LU2601 20251014 ... 3210 3232 LU
198 198 LU2602 20251014 ... 3205 3229 LU
199 199 LU2603 20251014 ... 3206 3232 LU
200 200 LU2604 20251014 ... 3192 3247 LU
201 201 LU2605 20251014 ... 3200 3222 LU
202 202 LU2606 20251014 ... 3177 3210 LU
203 203 LU2607 20251014 ... 3206 3208 LU
204 204 LU2608 20251014 ... 3205 3205 LU
205 205 LU2609 20251014 ... 3188 3208 LU
206 206 LU2610 20251014 ... 3187 3209 LU
207 207 FU2511 20251014 ... 2763 2794 FU
208 208 FU2512 20251014 ... 2733 2750 FU
209 209 FU2601 20251014 ... 2714 2730 FU
210 210 FU2602 20251014 ... 2697 2712 FU
211 211 FU2603 20251014 ... 2693 2704 FU
212 212 FU2604 20251014 ... 2690 2702 FU
213 213 FU2605 20251014 ... 2680 2694 FU
214 214 FU2606 20251014 ... 2670 2688 FU
215 215 FU2607 20251014 ... 2659 2675 FU
216 216 FU2608 20251014 ... 2634 2651 FU
217 217 FU2609 20251014 ... 2628 2645 FU
218 218 FU2610 20251014 ... 2615 2628 FU
219 219 BU2510 20251014 ... 3470 3448 BU
220 220 BU2511 20251014 ... 3286 3310 BU
221 221 BU2512 20251014 ... 3208 3240 BU
222 222 BU2601 20251014 ... 3166 3201 BU
223 223 BU2602 20251014 ... 3172 3207 BU
224 224 BU2603 20251014 ... 3193 3220 BU
225 225 BU2604 20251014 ... 3191 3215 BU
226 226 BU2605 20251014 ... 3206 3217 BU
227 227 BU2606 20251014 ... 3207 3236 BU
228 228 BU2607 20251014 ... 3222 3230 BU
229 229 BU2608 20251014 ... 3197 3216 BU
230 230 BU2609 20251014 ... 3207 3221 BU
231 231 BU2612 20251014 ... 3155 3170 BU
232 232 BU2703 20251014 ... 3172 3178 BU
233 233 BU2706 20251014 ... 3175 3184 BU
234 234 BU2709 20251014 ... 3198 3195 BU
235 235 BR2510 20251014 ... 10670 10905 BR
236 236 BR2511 20251014 ... 10825 10935 BR
237 237 BR2512 20251014 ... 10790 10900 BR
238 238 BR2601 20251014 ... 10790 10905 BR
239 239 BR2602 20251014 ... 10780 10895 BR
240 240 BR2603 20251014 ... 10770 10895 BR
241 241 BR2604 20251014 ... 10795 10935 BR
242 242 BR2605 20251014 ... 10805 10940 BR
243 243 BR2606 20251014 ... 10810 10985 BR
244 244 BR2607 20251014 ... 11035 11140 BR
245 245 BR2608 20251014 ... 11040 11070 BR
246 246 BR2609 20251014 ... 11080 11185 BR
247 247 RU2510 20251014 ... 14165 14165 RU
248 248 RU2511 20251014 ... 14060 14195 RU
249 249 RU2601 20251014 ... 14855 14990 RU
250 250 RU2603 20251014 ... 14815 14945 RU
251 251 RU2604 20251014 ... 14855 14960 RU
252 252 RU2605 20251014 ... 14845 14975 RU
253 253 RU2606 20251014 ... 14850 14930 RU
254 254 RU2607 20251014 ... 14900 14930 RU
255 255 RU2608 20251014 ... 14925 15000 RU
256 256 RU2609 20251014 ... 14880 15005 RU
257 257 NR2510 20251014 ... 11925 11960 NR
258 258 NR2511 20251014 ... 11990 12085 NR
259 259 NR2512 20251014 ... 11985 12080 NR
260 260 NR2601 20251014 ... 11995 12100 NR
261 261 NR2602 20251014 ... 11995 12035 NR
262 262 NR2603 20251014 ... 12020 12085 NR
263 263 NR2604 20251014 ... 12000 12090 NR
264 264 NR2605 20251014 ... 12020 12095 NR
265 265 NR2606 20251014 ... 12040 12095 NR
266 266 NR2607 20251014 ... 12115 12115 NR
267 267 NR2608 20251014 ... 12145 12205 NR
268 268 NR2609 20251014 ... 12250 12250 NR
269 269 SP2510 20251014 ... 4812 4772 SP
270 270 SP2511 20251014 ... 4840 4798 SP
271 271 SP2512 20251014 ... 4864 4828 SP
272 272 SP2601 20251014 ... 5160 5098 SP
273 273 SP2602 20251014 ... 5170 5120 SP
274 274 SP2603 20251014 ... 5194 5132 SP
275 275 SP2604 20251014 ... 5206 5132 SP
276 276 SP2605 20251014 ... 5226 5170 SP
277 277 SP2606 20251014 ... 5234 5232 SP
278 278 SP2607 20251014 ... 5234 5158 SP
279 279 SP2608 20251014 ... 5240 5164 SP
280 280 SP2609 20251014 ... 5238 5200 SP
281 281 OP2601 20251014 ... 4208 4216 OP
282 282 OP2602 20251014 ... 4224 4226 OP
283 283 OP2603 20251014 ... 4218 4228 OP
284 284 OP2604 20251014 ... 4240 4258 OP
285 285 OP2605 20251014 ... 4232 4242 OP
286 286 OP2606 20251014 ... 4202 4202 OP
287 287 OP2607 20251014 ... 4242 4242 OP
288 288 OP2608 20251014 ... 4274 4274 OP
289 289 OP2609 20251014 ... 4220 4186 OP
290 290 EC2510 20251014 ... 1134.4 1133.1 EC
291 291 EC2512 20251014 ... 1639 1559.4 EC
292 292 EC2602 20251014 ... 1416.6 1358 EC
293 293 EC2604 20251014 ... 1112.5 1090.9 EC
294 294 EC2606 20251014 ... 1286.2 1254.5 EC
295 295 EC2608 20251014 ... 1424.4 1388.7 EC
296 298 SC_TAS2511 20251014 ... SC_TAS
297 299 SC_TAS2512 20251014 ... SC_TAS
298 300 SC_TAS2601 20251014 ... SC_TAS
299 301 SC_TAS2602 20251014 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 18:26:19,274 - future_1d - INFO - ak.get_shfe_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 IC2510 20251014 7410.000 ... 7159.800 7342.600 IC
1 IC2511 20251014 7331.400 ... 7072.000 7267.400 IC
2 IC2512 20251014 7252.000 ... 7018.600 7221.400 IC
3 IC2603 20251014 7110.000 ... 6857.000 7055.200 IC
4 IF2510 20251014 4603.000 ... 4531.000 4580.400 IF
5 IF2511 20251014 4600.000 ... 4513.400 4569.800 IF
6 IF2512 20251014 4588.600 ... 4499.200 4559.400 IF
7 IF2603 20251014 4570.000 ... 4477.200 4539.400 IF
8 IH2510 20251014 2979.000 ... 2958.400 2964.200 IH
9 IH2511 20251014 2985.000 ... 2952.200 2961.000 IH
10 IH2512 20251014 2972.200 ... 2953.000 2961.200 IH
11 IH2603 20251014 2980.000 ... 2953.800 2962.000 IH
12 IM2510 20251014 7506.000 ... 7338.200 7473.000 IM
13 IM2511 20251014 7436.600 ... 7234.400 7381.400 IM
14 IM2512 20251014 7360.000 ... 7148.600 7303.800 IM
15 IM2603 20251014 7120.000 ... 6926.000 7076.600 IM
16 T2512 20251014 107.975 ... 108.190 108.050 T
17 T2603 20251014 107.630 ... 107.880 107.720 T
18 T2606 20251014 107.505 ... 107.795 107.625 T
19 TF2512 20251014 105.630 ... 105.765 105.665 TF
20 TF2603 20251014 105.525 ... 105.650 105.560 TF
21 TF2606 20251014 105.555 ... 105.650 105.570 TF
22 TL2512 20251014 114.050 ... 114.740 114.370 TL
23 TL2603 20251014 113.700 ... 114.420 114.030 TL
24 TL2606 20251014 113.600 ... 114.360 113.990 TL
25 TS2512 20251014 102.354 ... 102.386 102.366 TS
26 TS2603 20251014 102.260 ... 102.292 102.270 TS
27 TS2606 20251014 102.298 ... 102.334 102.332 TS
[28 rows x 12 columns]
2025-10-17 18:26:19,427 - future_1d - INFO - ak.get_cffex_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 PS2510 20251014 0.0 ... 49980.0 48935.0 PS
1 PS2511 20251014 48695.0 ... 49205.0 48745.0 PS
2 PS2512 20251014 51205.0 ... 51630.0 51255.0 PS
3 PS2601 20251014 51000.0 ... 51570.0 51225.0 PS
4 PS2602 20251014 51015.0 ... 51585.0 50965.0 PS
5 PS2603 20251014 50795.0 ... 51545.0 51050.0 PS
6 PS2604 20251014 50610.0 ... 51450.0 50915.0 PS
7 PS2605 20251014 50800.0 ... 51340.0 50960.0 PS
8 PS2606 20251014 52750.0 ... 53195.0 53035.0 PS
9 PS2607 20251014 52870.0 ... 53105.0 52870.0 PS
10 PS2608 20251014 52200.0 ... 52925.0 52975.0 PS
11 PS2609 20251014 52075.0 ... 52655.0 52870.0 PS
13 SI2510 20251014 8695.0 ... 8555.0 8695.0 SI
14 SI2511 20251014 8715.0 ... 8580.0 8710.0 SI
15 SI2512 20251014 9120.0 ... 8970.0 9075.0 SI
16 SI2601 20251014 9060.0 ... 8905.0 9025.0 SI
17 SI2602 20251014 9065.0 ... 8915.0 9025.0 SI
18 SI2603 20251014 9030.0 ... 8980.0 9030.0 SI
19 SI2604 20251014 9030.0 ... 8900.0 9050.0 SI
20 SI2605 20251014 9075.0 ... 8925.0 9055.0 SI
21 SI2606 20251014 9050.0 ... 8930.0 9040.0 SI
22 SI2607 20251014 9035.0 ... 8940.0 9085.0 SI
23 SI2608 20251014 9080.0 ... 8960.0 9095.0 SI
24 SI2609 20251014 9030.0 ... 8980.0 9095.0 SI
27 LC2510 20251014 72040.0 ... 72720.0 72040.0 LC
28 LC2511 20251014 72600.0 ... 73160.0 72320.0 LC
29 LC2512 20251014 72240.0 ... 73220.0 72520.0 LC
30 LC2601 20251014 72600.0 ... 73160.0 72520.0 LC
31 LC2602 20251014 72200.0 ... 72960.0 72440.0 LC
32 LC2603 20251014 72260.0 ... 73080.0 72460.0 LC
33 LC2604 20251014 72960.0 ... 73680.0 72880.0 LC
34 LC2605 20251014 72800.0 ... 73660.0 72960.0 LC
35 LC2606 20251014 72920.0 ... 73600.0 72920.0 LC
36 LC2607 20251014 72980.0 ... 73560.0 72900.0 LC
37 LC2608 20251014 73640.0 ... 73720.0 73020.0 LC
38 LC2609 20251014 73780.0 ... 73800.0 73080.0 LC
[36 rows x 12 columns]
2025-10-17 18:26:19,729 - future_1d - INFO - ak.get_gfex_daily('2025-10-14') done
2025-10-17 18:26:21,495 - future_1d - INFO - save future_daily 2025-10-14 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251015 8650.0 9203.0 ... 311.45 9160.0 9225.0 AP
1 AP511 20251015 8668.0 8735.0 ... 7208.03 8695.0 8675.0 AP
2 AP512 20251015 8632.0 8683.0 ... 1411.55 8660.0 8641.0 AP
3 AP601 20251015 8670.0 8696.0 ... 375010.85 8668.0 8660.0 AP
4 AP603 20251015 8577.0 8585.0 ... 282.87 8572.0 8569.0 AP
5 AP604 20251015 8605.0 8621.0 ... 249.60 8607.0 8593.0 AP
6 AP605 20251015 8700.0 8700.0 ... 20982.63 8678.0 8657.0 AP
7 CF511 20251015 13260.0 13335.0 ... 64280.81 13275.0 13310.0 CF
8 CF601 20251015 13250.0 13300.0 ... 1195996.07 13255.0 13255.0 CF
9 CF603 20251015 13275.0 13325.0 ... 120020.26 13285.0 13270.0 CF
10 CF605 20251015 13320.0 13355.0 ... 256311.20 13315.0 13315.0 CF
11 CF607 20251015 13330.0 13375.0 ... 366.99 13345.0 13335.0 CF
12 CF609 20251015 13475.0 13530.0 ... 2894.97 13495.0 13490.0 CF
13 CJ512 20251015 10955.0 11010.0 ... 4340.14 10975.0 10980.0 CJ
14 CJ601 20251015 11085.0 11160.0 ... 512785.26 11105.0 11100.0 CJ
15 CJ603 20251015 10970.0 11105.0 ... 7418.93 11055.0 11060.0 CJ
16 CJ605 20251015 11100.0 11235.0 ... 75721.81 11185.0 11185.0 CJ
17 CJ607 20251015 11245.0 11315.0 ... 788.76 11270.0 11265.0 CJ
18 CJ609 20251015 11365.0 11450.0 ... 695.82 11405.0 11390.0 CJ
19 CY510 20251015 0.0 0.0 ... 0.00 19395.0 19410.0 CY
20 CY511 20251015 19675.0 19705.0 ... 2134.57 19675.0 19665.0 CY
21 CY512 20251015 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251015 19320.0 19345.0 ... 95212.73 19295.0 19310.0 CY
23 CY602 20251015 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251015 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251015 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251015 0.0 0.0 ... 0.00 19760.0 19795.0 CY
29 CY608 20251015 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251015 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251015 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251015 1035.0 1043.0 ... 33090.46 1031.0 1051.0 FG
33 FG512 20251015 1141.0 1152.0 ... 76940.78 1137.0 1155.0 FG
34 FG601 20251015 1137.0 1145.0 ... 3471765.23 1134.0 1149.0 FG
35 FG602 20251015 1207.0 1215.0 ... 29526.72 1203.0 1210.0 FG
36 FG603 20251015 1209.0 1217.0 ... 67082.12 1206.0 1214.0 FG
37 FG604 20251015 1272.0 1288.0 ... 570.31 1273.0 1284.0 FG
38 FG605 20251015 1275.0 1288.0 ... 128853.40 1273.0 1283.0 FG
39 FG606 20251015 1313.0 1325.0 ... 703.22 1312.0 1322.0 FG
40 FG607 20251015 1302.0 1317.0 ... 779.62 1304.0 1311.0 FG
41 FG608 20251015 1353.0 1367.0 ... 1767.84 1356.0 1367.0 FG
42 FG609 20251015 1363.0 1367.0 ... 5518.60 1356.0 1366.0 FG
43 JR511 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251015 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251015 2243.0 2292.0 ... 26781.53 2277.0 2275.0 MA
53 MA512 20251015 2266.0 2311.0 ... 82291.71 2287.0 2276.0 MA
54 MA601 20251015 2275.0 2309.0 ... 1688952.69 2292.0 2297.0 MA
55 MA602 20251015 2292.0 2329.0 ... 59933.04 2308.0 2318.0 MA
56 MA603 20251015 2302.0 2336.0 ... 75533.52 2322.0 2325.0 MA
57 MA604 20251015 2312.0 2329.0 ... 74.20 2319.0 2338.0 MA
58 MA605 20251015 2298.0 2322.0 ... 179036.64 2308.0 2319.0 MA
59 MA606 20251015 2304.0 2321.0 ... 25.44 2312.0 2329.0 MA
60 MA607 20251015 2277.0 2300.0 ... 130.65 2292.0 2287.0 MA
61 MA608 20251015 2270.0 2288.0 ... 38.77 2281.0 2290.0 MA
62 MA609 20251015 2265.0 2276.0 ... 3113.06 2266.0 2277.0 MA
63 OI511 20251015 10106.0 10143.0 ... 50666.56 10099.0 10140.0 OI
64 OI601 20251015 9950.0 9984.0 ... 2017868.33 9939.0 9983.0 OI
65 OI603 20251015 9704.0 9753.0 ... 221873.75 9706.0 9764.0 OI
66 OI605 20251015 9462.0 9530.0 ... 170578.36 9485.0 9498.0 OI
67 OI607 20251015 9398.0 9477.0 ... 1846.22 9420.0 9433.0 OI
68 OI609 20251015 9347.0 9437.0 ... 1184.52 9401.0 9384.0 OI
69 PF510 20251015 6102.0 6102.0 ... 130.89 6088.0 6116.0 PF
70 PF511 20251015 6084.0 6084.0 ... 65369.66 6072.0 6126.0 PF
71 PF512 20251015 6050.0 6058.0 ... 701762.09 6040.0 6076.0 PF
72 PF601 20251015 6068.0 6070.0 ... 92500.99 6054.0 6110.0 PF
73 PF602 20251015 6038.0 6044.0 ... 462025.43 6024.0 6086.0 PF
74 PF603 20251015 6028.0 6032.0 ... 132959.59 6016.0 6076.0 PF
75 PF604 20251015 6090.0 6102.0 ... 70.01 6088.0 6148.0 PF
76 PF605 20251015 6100.0 6132.0 ... 490.64 6096.0 6150.0 PF
77 PF606 20251015 6082.0 6120.0 ... 79.30 6100.0 6138.0 PF
78 PF607 20251015 6102.0 6162.0 ... 61.23 6124.0 6178.0 PF
79 PF608 20251015 6122.0 6152.0 ... 12.28 6140.0 6204.0 PF
80 PF609 20251015 6138.0 6166.0 ... 30.77 6154.0 6204.0 PF
81 PK510 20251015 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251015 7876.0 7922.0 ... 97457.25 7884.0 7872.0 PK
83 PK512 20251015 7972.0 7992.0 ... 184644.76 7958.0 7924.0 PK
84 PK601 20251015 8034.0 8096.0 ... 500962.20 8058.0 8016.0 PK
85 PK603 20251015 8036.0 8118.0 ... 172633.28 8084.0 8034.0 PK
86 PK604 20251015 8058.0 8116.0 ... 1799.08 8086.0 8044.0 PK
87 PK605 20251015 8080.0 8138.0 ... 17832.92 8110.0 8070.0 PK
88 PL601 20251015 6081.0 6108.0 ... 142549.79 6085.0 6109.0 PL
89 PL602 20251015 6108.0 6143.0 ... 106410.87 6124.0 6151.0 PL
90 PL603 20251015 6105.0 6146.0 ... 85611.28 6124.0 6152.0 PL
91 PL604 20251015 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251015 6076.0 6094.0 ... 109.43 6080.0 6119.0 PL
93 PL606 20251015 6088.0 6088.0 ... 24.35 6088.0 6142.0 PL
94 PL607 20251015 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251015 0.0 0.0 ... 0.00 6277.0 6280.0 PL
96 PL609 20251015 0.0 0.0 ... 0.00 6232.0 6239.0 PL
97 PM511 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251015 0.0 0.0 ... 0.00 5638.0 5678.0 PR
104 PR511 20251015 5572.0 5582.0 ... 17495.21 5568.0 5612.0 PR
105 PR512 20251015 5570.0 5580.0 ... 197902.61 5560.0 5600.0 PR
106 PR601 20251015 5552.0 5552.0 ... 197998.02 5532.0 5572.0 PR
107 PR602 20251015 5586.0 5592.0 ... 33581.81 5576.0 5608.0 PR
108 PR603 20251015 5578.0 5608.0 ... 911.33 5574.0 5630.0 PR
109 PR604 20251015 5592.0 5634.0 ... 293.63 5594.0 5654.0 PR
110 PR605 20251015 5616.0 5632.0 ... 597.60 5612.0 5680.0 PR
111 PR606 20251015 5658.0 5658.0 ... 16.96 5652.0 5696.0 PR
112 PR607 20251015 5662.0 5682.0 ... 68.03 5670.0 5716.0 PR
113 PR608 20251015 5692.0 5692.0 ... 17.06 5688.0 5722.0 PR
114 PR609 20251015 5718.0 5718.0 ... 25.61 5692.0 5718.0 PR
115 PX510 20251015 6326.0 6326.0 ... 15.82 6326.0 6332.0 PX
116 PX511 20251015 6324.0 6348.0 ... 119679.53 6316.0 6416.0 PX
117 PX512 20251015 6306.0 6338.0 ... 91641.78 6304.0 6386.0 PX
118 PX601 20251015 6306.0 6328.0 ... 490661.67 6296.0 6370.0 PX
119 PX602 20251015 6318.0 6342.0 ... 227109.04 6314.0 6374.0 PX
120 PX603 20251015 6316.0 6344.0 ... 132539.79 6320.0 6378.0 PX
121 PX604 20251015 6344.0 6344.0 ... 6.34 6344.0 6444.0 PX
122 PX605 20251015 6344.0 6380.0 ... 1205.07 6342.0 6416.0 PX
123 PX606 20251015 6352.0 6352.0 ... 9.53 6352.0 6400.0 PX
124 PX607 20251015 6374.0 6374.0 ... 6.37 6374.0 6412.0 PX
125 PX608 20251015 6374.0 6392.0 ... 12.77 6386.0 6424.0 PX
126 PX609 20251015 6390.0 6412.0 ... 19.18 6394.0 6424.0 PX
127 RI511 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251015 2382.0 2410.0 ... 5240.82 2387.0 2404.0 RM
134 RM601 20251015 2345.0 2380.0 ... 434336.03 2359.0 2369.0 RM
135 RM603 20251015 2285.0 2309.0 ... 3644.73 2297.0 2305.0 RM
136 RM605 20251015 2285.0 2307.0 ... 85660.02 2295.0 2299.0 RM
137 RM607 20251015 2281.0 2296.0 ... 7759.77 2286.0 2294.0 RM
138 RM608 20251015 2385.0 2401.0 ... 521.58 2393.0 2398.0 RM
139 RM609 20251015 2388.0 2398.0 ... 2607.16 2388.0 2388.0 RM
140 RS511 20251015 5157.0 5291.0 ... 83.78 5236.0 5243.0 RS
141 RS607 20251015 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251015 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251015 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251015 1150.0 1155.0 ... 1166.05 1151.0 1147.0 SA
145 SA511 20251015 1153.0 1170.0 ... 39303.14 1162.0 1161.0 SA
146 SA512 20251015 1222.0 1227.0 ... 123729.43 1220.0 1218.0 SA
147 SA601 20251015 1233.0 1238.0 ... 1956030.89 1231.0 1229.0 SA
148 SA602 20251015 1270.0 1274.0 ... 66808.09 1267.0 1266.0 SA
149 SA603 20251015 1277.0 1280.0 ... 140664.09 1273.0 1272.0 SA
150 SA604 20251015 1315.0 1319.0 ... 622.82 1314.0 1312.0 SA
151 SA605 20251015 1324.0 1325.0 ... 80051.48 1319.0 1317.0 SA
152 SA606 20251015 1344.0 1344.0 ... 661.44 1339.0 1338.0 SA
153 SA607 20251015 1335.0 1348.0 ... 665.99 1343.0 1349.0 SA
154 SA608 20251015 1382.0 1384.0 ... 311.79 1380.0 1383.0 SA
155 SA609 20251015 1394.0 1394.0 ... 2715.10 1385.0 1388.0 SA
156 SF510 20251015 5230.0 5240.0 ... 269.15 5226.0 5230.0 SF
157 SF511 20251015 5388.0 5452.0 ... 222611.24 5410.0 5378.0 SF
158 SF512 20251015 5334.0 5420.0 ... 124007.39 5388.0 5334.0 SF
159 SF601 20251015 5328.0 5408.0 ... 294943.74 5370.0 5334.0 SF
160 SF602 20251015 5274.0 5342.0 ... 101388.83 5314.0 5276.0 SF
161 SF603 20251015 5466.0 5518.0 ... 185376.43 5490.0 5450.0 SF
162 SF604 20251015 0.0 0.0 ... 0.00 5438.0 5436.0 SF
163 SF605 20251015 5430.0 5492.0 ... 4127.02 5464.0 5440.0 SF
164 SF606 20251015 5420.0 5454.0 ... 24.46 5436.0 5402.0 SF
165 SF607 20251015 5598.0 5624.0 ... 14.00 5602.0 5572.0 SF
166 SF608 20251015 5618.0 5618.0 ... 8.40 5598.0 5576.0 SF
167 SF609 20251015 5552.0 5594.0 ... 89.30 5582.0 5556.0 SF
168 SH510 20251015 0.0 0.0 ... 0.00 2400.0 2395.0 SH
169 SH511 20251015 2395.0 2431.0 ... 76267.25 2407.0 2405.0 SH
170 SH512 20251015 2445.0 2477.0 ... 119282.61 2458.0 2446.0 SH
171 SH601 20251015 2425.0 2454.0 ... 1873788.30 2434.0 2429.0 SH
172 SH602 20251015 2457.0 2486.0 ... 250959.48 2466.0 2467.0 SH
173 SH603 20251015 2467.0 2494.0 ... 222406.58 2475.0 2473.0 SH
174 SH604 20251015 2516.0 2537.0 ... 280.38 2526.0 2527.0 SH
175 SH605 20251015 2529.0 2550.0 ... 11536.77 2535.0 2534.0 SH
176 SH606 20251015 2559.0 2575.0 ... 223.03 2564.0 2570.0 SH
177 SH607 20251015 2560.0 2580.0 ... 169.50 2568.0 2576.0 SH
178 SH608 20251015 2585.0 2602.0 ... 171.05 2592.0 2601.0 SH
179 SH609 20251015 2589.0 2601.0 ... 210.30 2596.0 2597.0 SH
180 SM510 20251015 5662.0 5666.0 ... 676.38 5660.0 5614.0 SM
181 SM511 20251015 5736.0 5786.0 ... 26486.40 5754.0 5720.0 SM
182 SM512 20251015 5724.0 5794.0 ... 207807.25 5762.0 5720.0 SM
183 SM601 20251015 5726.0 5798.0 ... 481383.31 5766.0 5728.0 SM
184 SM602 20251015 5734.0 5802.0 ... 54919.11 5770.0 5734.0 SM
185 SM603 20251015 5744.0 5814.0 ... 284636.25 5782.0 5742.0 SM
186 SM604 20251015 5802.0 5802.0 ... 2.90 5802.0 5768.0 SM
187 SM605 20251015 5766.0 5826.0 ... 10073.96 5794.0 5758.0 SM
188 SM606 20251015 5816.0 5816.0 ... 5.80 5796.0 5760.0 SM
189 SM607 20251015 0.0 0.0 ... 0.00 5790.0 5778.0 SM
190 SM608 20251015 0.0 0.0 ... 0.00 5794.0 5792.0 SM
191 SM609 20251015 5814.0 5858.0 ... 588.33 5826.0 5800.0 SM
192 SR511 20251015 5430.0 5453.0 ... 27885.71 5427.0 5442.0 SR
193 SR601 20251015 5391.0 5416.0 ... 886959.35 5402.0 5400.0 SR
194 SR603 20251015 5384.0 5401.0 ... 171069.69 5388.0 5384.0 SR
195 SR605 20251015 5366.0 5385.0 ... 100926.42 5373.0 5374.0 SR
196 SR607 20251015 5378.0 5392.0 ... 3219.34 5384.0 5385.0 SR
197 SR609 20251015 5383.0 5402.0 ... 4563.29 5394.0 5393.0 SR
198 TA510 20251015 4346.0 4378.0 ... 2401.28 4370.0 4420.0 TA
199 TA511 20251015 4388.0 4392.0 ... 72997.90 4378.0 4432.0 TA
200 TA512 20251015 4394.0 4410.0 ... 152469.12 4394.0 4454.0 TA
201 TA601 20251015 4422.0 4428.0 ... 1264069.93 4412.0 4464.0 TA
202 TA602 20251015 4430.0 4442.0 ... 120455.17 4424.0 4486.0 TA
203 TA603 20251015 4446.0 4456.0 ... 51664.33 4438.0 4496.0 TA
204 TA604 20251015 4456.0 4466.0 ... 26.74 4456.0 4532.0 TA
205 TA605 20251015 4480.0 4488.0 ... 88227.81 4474.0 4522.0 TA
206 TA606 20251015 4482.0 4484.0 ... 26.85 4476.0 4510.0 TA
207 TA607 20251015 4482.0 4500.0 ... 17.96 4492.0 4550.0 TA
208 TA608 20251015 0.0 0.0 ... 0.00 4526.0 4558.0 TA
209 TA609 20251015 4540.0 4540.0 ... 3079.34 4512.0 4552.0 TA
210 UR510 20251015 1495.0 1509.0 ... 245.23 1495.0 1504.0 UR
211 UR511 20251015 1585.0 1586.0 ... 16278.40 1580.0 1578.0 UR
212 UR512 20251015 1585.0 1597.0 ... 25277.80 1590.0 1587.0 UR
213 UR601 20251015 1600.0 1611.0 ... 378430.22 1604.0 1602.0 UR
214 UR602 20251015 1601.0 1618.0 ... 14897.60 1612.0 1607.0 UR
215 UR603 20251015 1671.0 1673.0 ... 136.59 1666.0 1661.0 UR
216 UR604 20251015 1670.0 1671.0 ... 40.06 1669.0 1669.0 UR
217 UR605 20251015 1670.0 1680.0 ... 23994.85 1674.0 1672.0 UR
218 UR606 20251015 1682.0 1684.0 ... 235.17 1680.0 1676.0 UR
219 UR607 20251015 1708.0 1708.0 ... 6.83 1708.0 1710.0 UR
220 UR608 20251015 0.0 0.0 ... 0.00 1707.0 1707.0 UR
221 UR609 20251015 1709.0 1710.0 ... 204.83 1707.0 1705.0 UR
222 WH511 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:26:25,091 - future_1d - INFO - ak.get_czce_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251015 442.4 447.1 ... 3636243.41 443.2 451.8 SC
1 SC2512 20251015 443.3 448.3 ... 2159802.1 444.9 452.5 SC
2 SC2601 20251015 444.2 449 ... 428988.28 445.5 452.5 SC
3 SC2602 20251015 444.1 449.1 ... 63456.69 445.9 453 SC
4 SC2603 20251015 446 448.8 ... 20087.83 447.3 452.7 SC
5 SC2604 20251015 445.6 450.2 ... 9106.51 448.5 453.6 SC
6 SC2605 20251015 445.6 450.8 ... 12840.45 448.9 454.5 SC
7 SC2606 20251015 446.2 451 ... 38123.9 450.1 455.6 SC
8 SC2607 20251015 450.3 450.5 ... 270.04 450 454.8 SC
9 SC2608 20251015 451.3 451.3 ... 225.31 450.6 455.3 SC
10 SC2609 20251015 451.5 452.4 ... 585.8 450.6 454.6 SC
11 SC2610 20251015 ... 0 449.7 449.7 SC
12 SC2612 20251015 452.2 452.2 ... 90.31 451.5 452.6 SC
13 SC2703 20251015 448.6 448.7 ... 89.73 448.6 451.6 SC
14 SC2706 20251015 ... 0 453.6 453.6 SC
15 SC2709 20251015 449.9 450 ... 89.99 449.9 450.6 SC
16 SC2712 20251015 ... 0 455 455 SC
17 SC2803 20251015 ... 0 449 449 SC
18 SC2806 20251015 447.2 449 ... 134.42 448 451.7 SC
19 SC2809 20251015 449.6 450 ... 493.86 448.9 452.9 SC
21 LU2511 20251015 3152 3163 ... 26735.659 3141 3204 LU
22 LU2512 20251015 3159 3178 ... 276488.889 3158 3216 LU
23 LU2601 20251015 3157 3182 ... 175230.353 3161 3210 LU
24 LU2602 20251015 3159 3178 ... 21516.756 3162 3205 LU
25 LU2603 20251015 3150 3177 ... 3154.537 3160 3206 LU
26 LU2604 20251015 3163 3169 ... 25.293 3161 3192 LU
27 LU2605 20251015 3166 3174 ... 104.406 3163 3200 LU
28 LU2606 20251015 3146 3170 ... 41.083 3160 3177 LU
29 LU2607 20251015 3186 3186 ... 241.356 3175 3206 LU
30 LU2608 20251015 3184 3184 ... 257.069 3173 3205 LU
31 LU2609 20251015 3147 3176 ... 151.669 3159 3188 LU
32 LU2610 20251015 3147 3161 ... 25.222 3152 3187 LU
34 NR2510 20251015 12015 12200 ... 484.3 12105 11925 NR
35 NR2511 20251015 11995 12240 ... 564802.63 12110 11990 NR
36 NR2512 20251015 11980 12195 ... 739506.95 12085 11985 NR
37 NR2601 20251015 12020 12180 ... 230462.74 12075 11995 NR
38 NR2602 20251015 11995 12195 ... 11119 12055 11995 NR
39 NR2603 20251015 12005 12115 ... 2284.07 12085 12020 NR
40 NR2604 20251015 11995 12100 ... 940.095 12050 12000 NR
41 NR2605 20251015 11900 12095 ... 337.335 12045 12020 NR
42 NR2606 20251015 12095 12135 ... 121.145 12110 12040 NR
43 NR2607 20251015 12170 12170 ... 36.47 12155 12115 NR
44 NR2608 20251015 12090 12090 ... 12.09 12090 12145 NR
45 NR2609 20251015 12125 12220 ... 36.565 12185 12250 NR
47 BC2510 20251015 ... 0 75040 75040 BC
48 BC2511 20251015 74820 76450 ... 485745.945 75490 76190 BC
49 BC2512 20251015 75020 76470 ... 34587.805 75350 76240 BC
50 BC2601 20251015 ... 0 76860 76860 BC
51 BC2602 20251015 ... 0 75800 75800 BC
52 BC2603 20251015 ... 0 75870 75800 BC
53 BC2604 20251015 ... 0 76520 76520 BC
54 BC2605 20251015 ... 0 75900 75900 BC
55 BC2606 20251015 ... 0 75880 75880 BC
56 BC2607 20251015 ... 0 76570 76570 BC
57 BC2608 20251015 ... 0 75800 75800 BC
58 BC2609 20251015 ... 0 76130 76130 BC
60 EC2510 20251015 1134.6 1135.5 ... 19247.4025 1128.2 1134.4 EC
61 EC2512 20251015 1690 1749.9 ... 365103.323 1713.4 1639 EC
62 EC2602 20251015 1482 1517.6 ... 60793.811 1481.1 1416.6 EC
63 EC2604 20251015 1150 1168 ... 25839.0295 1148.9 1112.5 EC
64 EC2606 20251015 1338 1338 ... 2532.7455 1315.7 1286.2 EC
65 EC2608 20251015 1445 1487.9 ... 1173.9275 1458.2 1424.4 EC
68 SC_TAS2511 20251015 ... SC_TAS
69 SC_TAS2512 20251015 ... SC_TAS
70 SC_TAS2601 20251015 ... SC_TAS
71 SC_TAS2602 20251015 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 18:26:25,161 - future_1d - INFO - ak.get_ine_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 a2511 20251015 3946.00 ... 3969.00 3957.00 A
1 a2601 20251015 3973.00 ... 3988.00 3969.00 A
2 a2603 20251015 3974.00 ... 3992.00 3972.00 A
3 a2605 20251015 4012.00 ... 4026.00 4011.00 A
4 a2607 20251015 4013.00 ... 4025.00 4012.00 A
5 a2609 20251015 4013.00 ... 4026.00 4011.00 A
6 b2510 20251015 3600.00 ... 3600.00 3619.00 B
7 b2511 20251015 3596.00 ... 3603.00 3607.00 B
8 b2512 20251015 3608.00 ... 3614.00 3636.00 B
9 b2601 20251015 3611.00 ... 3624.00 3628.00 B
10 b2602 20251015 3614.00 ... 3632.00 3632.00 B
11 b2603 20251015 3581.00 ... 3594.00 3599.00 B
12 b2604 20251015 3496.00 ... 3508.00 3500.00 B
13 b2605 20251015 3432.00 ... 3442.00 3444.00 B
14 b2606 20251015 3405.00 ... 3414.00 3409.00 B
15 b2607 20251015 3406.00 ... 3420.00 3415.00 B
16 b2608 20251015 3509.00 ... 3516.00 3511.00 B
17 b2609 20251015 3526.00 ... 3536.00 3543.00 B
18 bb2511 20251015 144.50 ... 144.50 144.65 BB
19 bb2601 20251015 146.80 ... 146.95 147.00 BB
20 bb2603 20251015 147.25 ... 147.10 147.25 BB
21 bb2605 20251015 147.70 ... 147.70 147.95 BB
22 bb2607 20251015 0.00 ... 152.60 152.85 BB
23 bb2609 20251015 0.00 ... 152.60 152.85 BB
24 bz2603 20251015 5575.00 ... 5585.00 5624.00 BZ
25 bz2604 20251015 5574.00 ... 5576.00 5615.00 BZ
26 bz2605 20251015 5593.00 ... 5588.00 5634.00 BZ
27 bz2606 20251015 5573.00 ... 5573.00 5672.00 BZ
28 bz2607 20251015 0.00 ... 5660.00 5685.00 BZ
29 bz2608 20251015 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251015 0.00 ... 5695.00 5720.00 BZ
31 c2511 20251015 2093.00 ... 2097.00 2087.00 C
32 c2601 20251015 2109.00 ... 2119.00 2105.00 C
33 c2603 20251015 2142.00 ... 2148.00 2131.00 C
34 c2605 20251015 2200.00 ... 2208.00 2198.00 C
35 c2607 20251015 2218.00 ... 2223.00 2214.00 C
36 c2609 20251015 2235.00 ... 2238.00 2230.00 C
37 cs2511 20251015 2386.00 ... 2390.00 2393.00 CS
38 cs2601 20251015 2399.00 ... 2407.00 2402.00 CS
39 cs2603 20251015 2420.00 ... 2427.00 2421.00 CS
40 cs2605 20251015 2523.00 ... 2521.00 2517.00 CS
41 cs2607 20251015 2527.00 ... 2532.00 2530.00 CS
42 cs2609 20251015 2571.00 ... 2570.00 2571.00 CS
43 eb2510 20251015 6416.00 ... 6442.00 6559.00 EB
44 eb2511 20251015 6513.00 ... 6544.00 6608.00 EB
45 eb2512 20251015 6550.00 ... 6566.00 6627.00 EB
46 eb2601 20251015 6590.00 ... 6609.00 6668.00 EB
47 eb2602 20251015 6647.00 ... 6667.00 6714.00 EB
48 eb2603 20251015 6712.00 ... 6727.00 6760.00 EB
49 eb2604 20251015 6731.00 ... 6765.00 6821.00 EB
50 eb2605 20251015 6777.00 ... 6795.00 6845.00 EB
51 eb2606 20251015 6825.00 ... 6828.00 6873.00 EB
52 eb2607 20251015 6828.00 ... 6852.00 6872.00 EB
53 eb2608 20251015 6870.00 ... 6870.00 6895.00 EB
54 eb2609 20251015 6875.00 ... 6889.00 6888.00 EB
55 eg2510 20251015 4080.00 ... 4089.00 4094.00 EG
56 eg2511 20251015 4060.00 ... 4073.00 4087.00 EG
57 eg2512 20251015 4040.00 ... 4054.00 4067.00 EG
58 eg2601 20251015 4037.00 ... 4048.00 4072.00 EG
59 eg2602 20251015 4058.00 ... 4053.00 4077.00 EG
60 eg2603 20251015 4073.00 ... 4074.00 4079.00 EG
61 eg2604 20251015 4116.00 ... 4135.00 4146.00 EG
62 eg2605 20251015 4129.00 ... 4134.00 4161.00 EG
63 eg2606 20251015 4131.00 ... 4143.00 4163.00 EG
64 eg2607 20251015 4171.00 ... 4171.00 4175.00 EG
65 eg2608 20251015 4161.00 ... 4170.00 4185.00 EG
66 eg2609 20251015 4202.00 ... 4202.00 4199.00 EG
67 fb2510 20251015 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251015 1247.00 ... 1256.00 1257.50 FB
69 fb2512 20251015 1259.50 ... 1256.00 1261.00 FB
70 fb2601 20251015 1266.00 ... 1264.50 1271.00 FB
71 fb2602 20251015 1269.00 ... 1270.50 1273.50 FB
72 fb2603 20251015 1263.50 ... 1264.50 1266.00 FB
73 fb2604 20251015 1265.50 ... 1264.50 1271.00 FB
74 fb2605 20251015 1288.50 ... 1288.50 1273.00 FB
75 fb2606 20251015 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251015 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251015 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251015 0.00 ... 1296.00 1296.00 FB
79 i2510 20251015 805.50 ... 806.00 808.50 I
80 i2511 20251015 800.50 ... 798.00 805.00 I
81 i2512 20251015 793.50 ... 792.00 797.50 I
82 i2601 20251015 784.00 ... 780.50 788.00 I
83 i2602 20251015 780.00 ... 779.50 781.50 I
84 i2603 20251015 775.00 ... 773.50 779.50 I
85 i2604 20251015 769.50 ... 768.50 773.50 I
86 i2605 20251015 761.00 ... 759.00 765.00 I
87 i2606 20251015 756.50 ... 753.00 762.00 I
88 i2607 20251015 750.00 ... 748.50 757.50 I
89 i2608 20251015 747.00 ... 743.00 753.00 I
90 i2609 20251015 740.00 ... 736.50 747.00 I
91 j2510 20251015 0.00 ... 1600.00 1600.00 J
92 j2511 20251015 1580.00 ... 1578.00 1586.00 J
93 j2512 20251015 1609.50 ... 1607.00 1608.00 J
94 j2601 20251015 1640.50 ... 1635.50 1636.50 J
95 j2602 20251015 1663.00 ... 1663.00 1653.00 J
96 j2603 20251015 0.00 ... 1676.50 1676.50 J
97 j2604 20251015 1778.00 ... 1762.50 1773.50 J
98 j2605 20251015 1802.50 ... 1781.50 1781.00 J
99 j2606 20251015 0.00 ... 1814.00 1814.00 J
100 j2607 20251015 0.00 ... 1833.50 1833.50 J
101 j2608 20251015 0.00 ... 1865.00 1865.00 J
102 j2609 20251015 1865.00 ... 1864.50 1866.50 J
103 jd2510 20251015 2701.00 ... 2708.00 2685.00 JD
104 jd2511 20251015 2870.00 ... 2848.00 2847.00 JD
105 jd2512 20251015 3040.00 ... 3021.00 3028.00 JD
106 jd2601 20251015 3245.00 ... 3209.00 3232.00 JD
107 jd2602 20251015 3048.00 ... 3026.00 3044.00 JD
108 jd2603 20251015 3065.00 ... 3037.00 3060.00 JD
109 jd2604 20251015 3168.00 ... 3157.00 3168.00 JD
110 jd2605 20251015 3340.00 ... 3343.00 3345.00 JD
111 jd2606 20251015 3231.00 ... 3233.00 3235.00 JD
112 jd2607 20251015 3479.00 ... 3471.00 3479.00 JD
113 jd2608 20251015 3966.00 ... 3966.00 3966.00 JD
114 jd2609 20251015 3868.00 ... 3867.00 3866.00 JD
115 jm2510 20251015 1047.00 ... 999.00 951.00 JM
116 jm2511 20251015 1015.00 ... 1024.00 1009.00 JM
117 jm2512 20251015 1080.50 ... 1080.50 1072.50 JM
118 jm2601 20251015 1150.00 ... 1147.00 1139.50 JM
119 jm2602 20251015 1178.00 ... 1172.50 1167.50 JM
120 jm2603 20251015 1197.50 ... 1190.00 1185.50 JM
121 jm2604 20251015 1206.50 ... 1204.50 1207.00 JM
122 jm2605 20251015 1234.00 ... 1222.00 1223.00 JM
123 jm2606 20251015 1248.00 ... 1241.50 1247.00 JM
124 jm2607 20251015 1268.00 ... 1262.50 1260.50 JM
125 jm2608 20251015 1288.00 ... 1284.50 1279.00 JM
126 jm2609 20251015 1310.00 ... 1305.00 1309.00 JM
127 l2510 20251015 0.00 ... 6856.00 6856.00 L
128 l2511 20251015 6873.00 ... 6895.00 6922.00 L
129 l2512 20251015 6887.00 ... 6906.00 6928.00 L
130 l2601 20251015 6890.00 ... 6908.00 6936.00 L
131 l2602 20251015 6889.00 ... 6910.00 6924.00 L
132 l2603 20251015 6906.00 ... 6931.00 6944.00 L
133 l2604 20251015 6931.00 ... 6940.00 6984.00 L
134 l2605 20251015 6949.00 ... 6940.00 6975.00 L
135 l2606 20251015 6943.00 ... 6947.00 6953.00 L
136 l2607 20251015 6975.00 ... 6975.00 7007.00 L
137 l2608 20251015 6986.00 ... 6994.00 7015.00 L
138 l2609 20251015 6980.00 ... 6969.00 7018.00 L
139 lg2511 20251015 790.00 ... 792.50 791.00 LG
140 lg2601 20251015 823.00 ... 821.00 820.00 LG
141 lg2603 20251015 831.00 ... 828.00 827.50 LG
142 lg2605 20251015 831.50 ... 829.50 828.50 LG
143 lg2607 20251015 830.00 ... 830.00 830.00 LG
144 lg2609 20251015 830.50 ... 830.00 831.50 LG
145 lh2511 20251015 11555.00 ... 11485.00 11355.00 LH
146 lh2601 20251015 12405.00 ... 12300.00 12335.00 LH
147 lh2603 20251015 11850.00 ... 11735.00 11825.00 LH
148 lh2605 20251015 12470.00 ... 12335.00 12445.00 LH
149 lh2607 20251015 13265.00 ... 13170.00 13250.00 LH
150 lh2609 20251015 13920.00 ... 13925.00 13945.00 LH
151 m2511 20251015 2887.00 ... 2894.00 2896.00 M
152 m2512 20251015 2921.00 ... 2930.00 2936.00 M
153 m2601 20251015 2902.00 ... 2914.00 2912.00 M
154 m2603 20251015 2879.00 ... 2893.00 2890.00 M
155 m2605 20251015 2734.00 ... 2737.00 2736.00 M
156 m2607 20251015 2713.00 ... 2721.00 2719.00 M
157 m2608 20251015 2838.00 ... 2845.00 2841.00 M
158 m2609 20251015 2838.00 ... 2850.00 2846.00 M
159 p2510 20251015 9118.00 ... 9120.00 9184.00 P
160 p2511 20251015 9232.00 ... 9210.00 9266.00 P
161 p2512 20251015 9248.00 ... 9262.00 9314.00 P
162 p2601 20251015 9302.00 ... 9316.00 9366.00 P
163 p2602 20251015 9326.00 ... 9330.00 9358.00 P
164 p2603 20251015 9304.00 ... 9322.00 9332.00 P
165 p2604 20251015 9264.00 ... 9290.00 9312.00 P
166 p2605 20251015 9200.00 ... 9228.00 9238.00 P
167 p2606 20251015 9120.00 ... 9142.00 9108.00 P
168 p2607 20251015 9036.00 ... 9056.00 9012.00 P
169 p2608 20251015 8982.00 ... 8976.00 8956.00 P
170 p2609 20251015 8838.00 ... 8896.00 8884.00 P
171 pg2510 20251015 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251015 4115.00 ... 4141.00 4118.00 PG
173 pg2512 20251015 3955.00 ... 3993.00 3981.00 PG
174 pg2601 20251015 3883.00 ... 3908.00 3904.00 PG
175 pg2602 20251015 3808.00 ... 3836.00 3835.00 PG
176 pg2603 20251015 3740.00 ... 3757.00 3762.00 PG
177 pg2604 20251015 4119.00 ... 4152.00 4147.00 PG
178 pg2605 20251015 4044.00 ... 4067.00 4076.00 PG
179 pg2606 20251015 4007.00 ... 4006.00 4017.00 PG
180 pg2607 20251015 3946.00 ... 3950.00 3974.00 PG
181 pg2608 20251015 3910.00 ... 3905.00 3917.00 PG
182 pg2609 20251015 3840.00 ... 3848.00 3859.00 PG
183 pp2510 20251015 6482.00 ... 6482.00 6536.00 PP
184 pp2511 20251015 6508.00 ... 6519.00 6551.00 PP
185 pp2512 20251015 6565.00 ... 6562.00 6593.00 PP
186 pp2601 20251015 6575.00 ... 6590.00 6628.00 PP
187 pp2602 20251015 6572.00 ... 6585.00 6620.00 PP
188 pp2603 20251015 6571.00 ... 6593.00 6624.00 PP
189 pp2604 20251015 6600.00 ... 6611.00 6647.00 PP
190 pp2605 20251015 6636.00 ... 6642.00 6683.00 PP
191 pp2606 20251015 6604.00 ... 6612.00 6644.00 PP
192 pp2607 20251015 6600.00 ... 6603.00 6647.00 PP
193 pp2608 20251015 6617.00 ... 6628.00 6670.00 PP
194 pp2609 20251015 6658.00 ... 6673.00 6695.00 PP
195 rr2510 20251015 3631.00 ... 3635.00 3620.00 RR
196 rr2511 20251015 3615.00 ... 3614.00 3615.00 RR
197 rr2512 20251015 3603.00 ... 3608.00 3608.00 RR
198 rr2601 20251015 3626.00 ... 3626.00 3625.00 RR
199 rr2602 20251015 3615.00 ... 3612.00 3613.00 RR
200 rr2603 20251015 3611.00 ... 3613.00 3614.00 RR
201 rr2604 20251015 3614.00 ... 3613.00 3617.00 RR
202 rr2605 20251015 3608.00 ... 3609.00 3612.00 RR
203 rr2606 20251015 3607.00 ... 3603.00 3602.00 RR
204 rr2607 20251015 0.00 ... 3624.00 3624.00 RR
205 rr2608 20251015 3599.00 ... 3605.00 3589.00 RR
206 rr2609 20251015 3616.00 ... 3616.00 3612.00 RR
207 v2510 20251015 4550.00 ... 4561.00 4567.00 V
208 v2511 20251015 4588.00 ... 4593.00 4596.00 V
209 v2512 20251015 4636.00 ... 4635.00 4641.00 V
210 v2601 20251015 4680.00 ... 4680.00 4684.00 V
211 v2602 20251015 4719.00 ... 4727.00 4727.00 V
212 v2603 20251015 4751.00 ... 4758.00 4754.00 V
213 v2604 20251015 4940.00 ... 4953.00 4957.00 V
214 v2605 20251015 5004.00 ... 4993.00 4998.00 V
215 v2606 20251015 5032.00 ... 5028.00 5029.00 V
216 v2607 20251015 5074.00 ... 5067.00 5072.00 V
217 v2608 20251015 5110.00 ... 5102.00 5103.00 V
218 v2609 20251015 5142.00 ... 5129.00 5137.00 V
219 y2511 20251015 8220.00 ... 8246.00 8272.00 Y
220 y2512 20251015 8268.00 ... 8280.00 8306.00 Y
221 y2601 20251015 8224.00 ... 8244.00 8270.00 Y
222 y2603 20251015 8174.00 ... 8198.00 8206.00 Y
223 y2605 20251015 8012.00 ... 8040.00 8040.00 Y
224 y2607 20251015 7940.00 ... 7982.00 7980.00 Y
225 y2608 20251015 7944.00 ... 7968.00 7966.00 Y
226 y2609 20251015 7886.00 ... 7946.00 7924.00 Y
[227 rows x 12 columns]
2025-10-17 18:26:25,872 - future_1d - INFO - ak.get_dce_daily('2025-10-15') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251015 ... 85080 85820 CU
1 1 CU2511 20251015 ... 84960 85710 CU
2 2 CU2512 20251015 ... 85000 85690 CU
3 3 CU2601 20251015 ... 84840 85610 CU
4 4 CU2602 20251015 ... 84750 85570 CU
5 5 CU2603 20251015 ... 84570 85750 CU
6 6 CU2604 20251015 ... 84860 85680 CU
7 7 CU2605 20251015 ... 84510 85680 CU
8 8 CU2606 20251015 ... 84560 85390 CU
9 9 CU2607 20251015 ... 84370 84950 CU
10 10 CU2608 20251015 ... 84550 85220 CU
11 11 CU2609 20251015 ... 84340 85270 CU
12 12 BC2510 20251015 ... 75040 75040 BC
13 13 BC2511 20251015 ... 75490 76190 BC
14 14 BC2512 20251015 ... 75350 76240 BC
15 15 BC2601 20251015 ... 76860 76860 BC
16 16 BC2602 20251015 ... 75800 75800 BC
17 17 BC2603 20251015 ... 75870 75800 BC
18 18 BC2604 20251015 ... 76520 76520 BC
19 19 BC2605 20251015 ... 75900 75900 BC
20 20 BC2606 20251015 ... 75880 75880 BC
21 21 BC2607 20251015 ... 76570 76570 BC
22 22 BC2608 20251015 ... 75800 75800 BC
23 23 BC2609 20251015 ... 76130 76130 BC
24 24 AL2510 20251015 ... 20850 20905 AL
25 25 AL2511 20251015 ... 20875 20930 AL
26 26 AL2512 20251015 ... 20895 20945 AL
27 27 AL2601 20251015 ... 20900 20950 AL
28 28 AL2602 20251015 ... 20890 20945 AL
29 29 AL2603 20251015 ... 20885 20945 AL
30 30 AL2604 20251015 ... 20910 20980 AL
31 31 AL2605 20251015 ... 20915 20995 AL
32 32 AL2606 20251015 ... 20890 20995 AL
33 33 AL2607 20251015 ... 20925 21015 AL
34 34 AL2608 20251015 ... 20930 21010 AL
35 35 AL2609 20251015 ... 20940 20995 AL
36 36 ZN2510 20251015 ... 21985 22205 ZN
37 37 ZN2511 20251015 ... 21995 22275 ZN
38 38 ZN2512 20251015 ... 22035 22310 ZN
39 39 ZN2601 20251015 ... 22065 22340 ZN
40 40 ZN2602 20251015 ... 22090 22370 ZN
41 41 ZN2603 20251015 ... 22125 22395 ZN
42 42 ZN2604 20251015 ... 22150 22415 ZN
43 43 ZN2605 20251015 ... 22180 22435 ZN
44 44 ZN2606 20251015 ... 22215 22475 ZN
45 45 ZN2607 20251015 ... 22200 22470 ZN
46 46 ZN2608 20251015 ... 22220 22475 ZN
47 47 ZN2609 20251015 ... 22275 22535 ZN
48 48 PB2510 20251015 ... 17080 17045 PB
49 49 PB2511 20251015 ... 17055 17085 PB
50 50 PB2512 20251015 ... 17085 17095 PB
51 51 PB2601 20251015 ... 17085 17090 PB
52 52 PB2602 20251015 ... 16990 17115 PB
53 53 PB2603 20251015 ... 17105 17105 PB
54 54 PB2604 20251015 ... 17190 17115 PB
55 55 PB2605 20251015 ... 17145 17125 PB
56 56 PB2606 20251015 ... 17195 17145 PB
57 57 PB2607 20251015 ... 17160 17160 PB
58 58 PB2608 20251015 ... 17200 17170 PB
59 59 PB2609 20251015 ... 17235 17225 PB
60 60 NI2510 20251015 ... 120650 120560 NI
61 61 NI2511 20251015 ... 121020 121080 NI
62 62 NI2512 20251015 ... 121170 121210 NI
63 63 NI2601 20251015 ... 121390 121470 NI
64 64 NI2602 20251015 ... 121600 121680 NI
65 65 NI2603 20251015 ... 121920 122000 NI
66 66 NI2604 20251015 ... 122100 122110 NI
67 67 NI2605 20251015 ... 122360 122240 NI
68 68 NI2606 20251015 ... 122570 122600 NI
69 69 NI2607 20251015 ... 122850 122680 NI
70 70 NI2608 20251015 ... 123210 123140 NI
71 71 NI2609 20251015 ... 123450 123520 NI
72 72 SN2510 20251015 ... 280420 281340 SN
73 73 SN2511 20251015 ... 280410 282140 SN
74 74 SN2512 20251015 ... 280740 282320 SN
75 75 SN2601 20251015 ... 281030 282460 SN
76 76 SN2602 20251015 ... 280790 282390 SN
77 77 SN2603 20251015 ... 280770 282460 SN
78 78 SN2604 20251015 ... 280770 282290 SN
79 79 SN2605 20251015 ... 280720 282370 SN
80 80 SN2606 20251015 ... 281340 282730 SN
81 81 SN2607 20251015 ... 280840 282610 SN
82 82 SN2608 20251015 ... 281330 283550 SN
83 83 SN2609 20251015 ... 282990 282990 SN
84 84 AO2510 20251015 ... 2757 2775 AO
85 85 AO2511 20251015 ... 2776 2783 AO
86 86 AO2512 20251015 ... 2788 2797 AO
87 87 AO2601 20251015 ... 2799 2807 AO
88 88 AO2602 20251015 ... 2818 2826 AO
89 89 AO2603 20251015 ... 2889 2897 AO
90 90 AO2604 20251015 ... 2901 2910 AO
91 91 AO2605 20251015 ... 2910 2918 AO
92 92 AO2606 20251015 ... 2922 2928 AO
93 93 AO2607 20251015 ... 2930 2937 AO
94 94 AO2608 20251015 ... 2945 2949 AO
95 95 AO2609 20251015 ... 2960 2967 AO
96 96 AD2511 20251015 ... 20330 20380 AD
97 97 AD2512 20251015 ... 20400 20440 AD
98 98 AD2601 20251015 ... 20445 20490 AD
99 99 AD2602 20251015 ... 20425 20485 AD
100 100 AD2603 20251015 ... 20420 20440 AD
101 101 AD2604 20251015 ... 20405 20420 AD
102 102 AD2605 20251015 ... 20340 20370 AD
103 103 AD2606 20251015 ... 20300 20420 AD
104 104 AD2607 20251015 ... 20270 20340 AD
105 105 AD2608 20251015 ... 20495 20495 AD
106 106 AD2609 20251015 ... 20495 20410 AD
107 107 AU2510 20251015 ... 962.24 942.4 AU
108 108 AU2511 20251015 ... 947.9 939.32 AU
109 109 AU2512 20251015 ... 948.92 940.64 AU
110 110 AU2602 20251015 ... 952.1 943.96 AU
111 111 AU2604 20251015 ... 953.3 946.46 AU
112 112 AU2606 20251015 ... 957.1 947.86 AU
113 113 AU2608 20251015 ... 958.84 952.96 AU
114 114 AU2610 20251015 ... 961.32 952.34 AU
115 115 AG2510 20251015 ... 12200 11714 AG
116 116 AG2511 20251015 ... 11689 11696 AG
117 117 AG2512 20251015 ... 11675 11697 AG
118 118 AG2601 20251015 ... 11677 11724 AG
119 119 AG2602 20251015 ... 11708 11734 AG
120 120 AG2603 20251015 ... 11700 11775 AG
121 121 AG2604 20251015 ... 11712 11788 AG
122 122 AG2605 20251015 ... 11712 11796 AG
123 123 AG2606 20251015 ... 11756 11791 AG
124 124 AG2607 20251015 ... 11765 11829 AG
125 125 AG2608 20251015 ... 11754 11813 AG
126 126 AG2609 20251015 ... 11808 11799 AG
127 127 RB2510 20251015 ... 2954 2975 RB
128 128 RB2511 20251015 ... 2987 2997 RB
129 129 RB2512 20251015 ... 3031 3043 RB
130 130 RB2601 20251015 ... 3044 3060 RB
131 131 RB2602 20251015 ... 3049 3067 RB
132 132 RB2603 20251015 ... 3074 3087 RB
133 133 RB2604 20251015 ... 3096 3102 RB
134 134 RB2605 20251015 ... 3099 3116 RB
135 135 RB2606 20251015 ... 3114 3130 RB
136 136 RB2607 20251015 ... 3136 3139 RB
137 137 RB2608 20251015 ... 3134 3151 RB
138 138 RB2609 20251015 ... 3143 3161 RB
139 139 WR2510 20251015 ... 3100 3069 WR
140 140 WR2511 20251015 ... 3270 3270 WR
141 141 WR2512 20251015 ... 3353 3309 WR
142 142 WR2601 20251015 ... 3342 3329 WR
143 143 WR2602 20251015 ... 3370 3370 WR
144 144 WR2603 20251015 ... 3361 3361 WR
145 145 WR2604 20251015 ... 3369 3369 WR
146 146 WR2605 20251015 ... 3364 3364 WR
147 147 WR2606 20251015 ... 3363 3360 WR
148 148 WR2607 20251015 ... 3416 3390 WR
149 149 WR2608 20251015 ... 3431 3431 WR
150 150 WR2609 20251015 ... 3430 3430 WR
151 151 HC2510 20251015 ... 3534 3442 HC
152 152 HC2511 20251015 ... 3282 3282 HC
153 153 HC2512 20251015 ... 3254 3262 HC
154 154 HC2601 20251015 ... 3225 3240 HC
155 155 HC2602 20251015 ... 3223 3240 HC
156 156 HC2603 20251015 ... 3233 3243 HC
157 157 HC2604 20251015 ... 3228 3241 HC
158 158 HC2605 20251015 ... 3235 3251 HC
159 159 HC2606 20251015 ... 3237 3245 HC
160 160 HC2607 20251015 ... 3245 3273 HC
161 161 HC2608 20251015 ... 3253 3277 HC
162 162 HC2609 20251015 ... 3259 3270 HC
163 163 SS2510 20251015 ... 12345 12315 SS
164 164 SS2511 20251015 ... 12525 12565 SS
165 165 SS2512 20251015 ... 12555 12590 SS
166 166 SS2601 20251015 ... 12655 12680 SS
167 167 SS2602 20251015 ... 12715 12745 SS
168 168 SS2603 20251015 ... 12795 12815 SS
169 169 SS2604 20251015 ... 12870 12885 SS
170 170 SS2605 20251015 ... 12925 12945 SS
171 171 SS2606 20251015 ... 13000 13025 SS
172 172 SS2607 20251015 ... 13035 13100 SS
173 173 SS2608 20251015 ... 13095 13125 SS
174 174 SS2609 20251015 ... 13170 13230 SS
175 175 SC2511 20251015 ... 443.2 451.8 SC
176 176 SC2512 20251015 ... 444.9 452.5 SC
177 177 SC2601 20251015 ... 445.5 452.5 SC
178 178 SC2602 20251015 ... 445.9 453 SC
179 179 SC2603 20251015 ... 447.3 452.7 SC
180 180 SC2604 20251015 ... 448.5 453.6 SC
181 181 SC2605 20251015 ... 448.9 454.5 SC
182 182 SC2606 20251015 ... 450.1 455.6 SC
183 183 SC2607 20251015 ... 450 454.8 SC
184 184 SC2608 20251015 ... 450.6 455.3 SC
185 185 SC2609 20251015 ... 450.6 454.6 SC
186 186 SC2610 20251015 ... 449.7 449.7 SC
187 187 SC2612 20251015 ... 451.5 452.6 SC
188 188 SC2703 20251015 ... 448.6 451.6 SC
189 189 SC2706 20251015 ... 453.6 453.6 SC
190 190 SC2709 20251015 ... 449.9 450.6 SC
191 191 SC2712 20251015 ... 455 455 SC
192 192 SC2803 20251015 ... 449 449 SC
193 193 SC2806 20251015 ... 448 451.7 SC
194 194 SC2809 20251015 ... 448.9 452.9 SC
195 195 LU2511 20251015 ... 3141 3204 LU
196 196 LU2512 20251015 ... 3158 3216 LU
197 197 LU2601 20251015 ... 3161 3210 LU
198 198 LU2602 20251015 ... 3162 3205 LU
199 199 LU2603 20251015 ... 3160 3206 LU
200 200 LU2604 20251015 ... 3161 3192 LU
201 201 LU2605 20251015 ... 3163 3200 LU
202 202 LU2606 20251015 ... 3160 3177 LU
203 203 LU2607 20251015 ... 3175 3206 LU
204 204 LU2608 20251015 ... 3173 3205 LU
205 205 LU2609 20251015 ... 3159 3188 LU
206 206 LU2610 20251015 ... 3152 3187 LU
207 207 FU2511 20251015 ... 2725 2763 FU
208 208 FU2512 20251015 ... 2685 2733 FU
209 209 FU2601 20251015 ... 2669 2714 FU
210 210 FU2602 20251015 ... 2652 2697 FU
211 211 FU2603 20251015 ... 2649 2693 FU
212 212 FU2604 20251015 ... 2647 2690 FU
213 213 FU2605 20251015 ... 2641 2680 FU
214 214 FU2606 20251015 ... 2634 2670 FU
215 215 FU2607 20251015 ... 2626 2659 FU
216 216 FU2608 20251015 ... 2600 2634 FU
217 217 FU2609 20251015 ... 2594 2628 FU
218 218 FU2610 20251015 ... 2584 2615 FU
219 219 BU2510 20251015 ... 3470 3470 BU
220 220 BU2511 20251015 ... 3261 3286 BU
221 221 BU2512 20251015 ... 3185 3208 BU
222 222 BU2601 20251015 ... 3149 3166 BU
223 223 BU2602 20251015 ... 3157 3172 BU
224 224 BU2603 20251015 ... 3180 3193 BU
225 225 BU2604 20251015 ... 3188 3191 BU
226 226 BU2605 20251015 ... 3194 3206 BU
227 227 BU2606 20251015 ... 3199 3207 BU
228 228 BU2607 20251015 ... 3222 3222 BU
229 229 BU2608 20251015 ... 3202 3197 BU
230 230 BU2609 20251015 ... 3202 3207 BU
231 231 BU2612 20251015 ... 3148 3155 BU
232 232 BU2703 20251015 ... 3161 3172 BU
233 233 BU2706 20251015 ... 3168 3175 BU
234 234 BU2709 20251015 ... 3172 3198 BU
235 235 BR2510 20251015 ... 10670 10670 BR
236 236 BR2511 20251015 ... 10805 10825 BR
237 237 BR2512 20251015 ... 10745 10790 BR
238 238 BR2601 20251015 ... 10740 10790 BR
239 239 BR2602 20251015 ... 10755 10780 BR
240 240 BR2603 20251015 ... 10760 10770 BR
241 241 BR2604 20251015 ... 10795 10795 BR
242 242 BR2605 20251015 ... 10800 10805 BR
243 243 BR2606 20251015 ... 10865 10810 BR
244 244 BR2607 20251015 ... 11025 11035 BR
245 245 BR2608 20251015 ... 11040 11040 BR
246 246 BR2609 20251015 ... 11080 11080 BR
247 247 RU2510 20251015 ... 14030 14165 RU
248 248 RU2511 20251015 ... 14095 14060 RU
249 249 RU2601 20251015 ... 14850 14855 RU
250 250 RU2603 20251015 ... 14835 14815 RU
251 251 RU2604 20251015 ... 14860 14855 RU
252 252 RU2605 20251015 ... 14855 14845 RU
253 253 RU2606 20251015 ... 14865 14850 RU
254 254 RU2607 20251015 ... 14905 14900 RU
255 255 RU2608 20251015 ... 14915 14925 RU
256 256 RU2609 20251015 ... 14905 14880 RU
257 257 NR2510 20251015 ... 12105 11925 NR
258 258 NR2511 20251015 ... 12110 11990 NR
259 259 NR2512 20251015 ... 12085 11985 NR
260 260 NR2601 20251015 ... 12075 11995 NR
261 261 NR2602 20251015 ... 12055 11995 NR
262 262 NR2603 20251015 ... 12085 12020 NR
263 263 NR2604 20251015 ... 12050 12000 NR
264 264 NR2605 20251015 ... 12045 12020 NR
265 265 NR2606 20251015 ... 12110 12040 NR
266 266 NR2607 20251015 ... 12155 12115 NR
267 267 NR2608 20251015 ... 12090 12145 NR
268 268 NR2609 20251015 ... 12185 12250 NR
269 269 SP2510 20251015 ... 4812 4812 SP
270 270 SP2511 20251015 ... 4854 4840 SP
271 271 SP2512 20251015 ... 4878 4864 SP
272 272 SP2601 20251015 ... 5174 5160 SP
273 273 SP2602 20251015 ... 5188 5170 SP
274 274 SP2603 20251015 ... 5206 5194 SP
275 275 SP2604 20251015 ... 5226 5206 SP
276 276 SP2605 20251015 ... 5240 5226 SP
277 277 SP2606 20251015 ... 5252 5234 SP
278 278 SP2607 20251015 ... 5248 5234 SP
279 279 SP2608 20251015 ... 5248 5240 SP
280 280 SP2609 20251015 ... 5244 5238 SP
281 281 OP2601 20251015 ... 4214 4208 OP
282 282 OP2602 20251015 ... 4224 4224 OP
283 283 OP2603 20251015 ... 4216 4218 OP
284 284 OP2604 20251015 ... 4232 4240 OP
285 285 OP2605 20251015 ... 4236 4232 OP
286 286 OP2606 20251015 ... 4202 4202 OP
287 287 OP2607 20251015 ... 4242 4242 OP
288 288 OP2608 20251015 ... 4268 4274 OP
289 289 OP2609 20251015 ... 4220 4220 OP
290 290 EC2510 20251015 ... 1128.2 1134.4 EC
291 291 EC2512 20251015 ... 1713.4 1639 EC
292 292 EC2602 20251015 ... 1481.1 1416.6 EC
293 293 EC2604 20251015 ... 1148.9 1112.5 EC
294 294 EC2606 20251015 ... 1315.7 1286.2 EC
295 295 EC2608 20251015 ... 1458.2 1424.4 EC
296 296 SC_TAS2511 20251015 ... SC_TAS
297 297 SC_TAS2512 20251015 ... SC_TAS
298 298 SC_TAS2601 20251015 ... SC_TAS
299 299 SC_TAS2602 20251015 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 18:26:25,972 - future_1d - INFO - ak.get_shfe_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 IC2510 20251015 7196.600 ... 7272.000 7159.800 IC
1 IC2511 20251015 7090.800 ... 7190.400 7072.000 IC
2 IC2512 20251015 7068.000 ... 7134.400 7018.600 IC
3 IC2603 20251015 6880.000 ... 6972.000 6857.000 IC
4 IF2510 20251015 4544.000 ... 4596.400 4531.000 IF
5 IF2511 20251015 4532.200 ... 4583.800 4513.400 IF
6 IF2512 20251015 4522.000 ... 4572.600 4499.200 IF
7 IF2603 20251015 4496.000 ... 4551.200 4477.200 IF
8 IH2510 20251015 2967.000 ... 2996.800 2958.400 IH
9 IH2511 20251015 2964.200 ... 2994.000 2952.200 IH
10 IH2512 20251015 2968.000 ... 2995.000 2953.000 IH
11 IH2603 20251015 2965.200 ... 2996.000 2953.800 IH
12 IM2510 20251015 7377.800 ... 7451.600 7338.200 IM
13 IM2511 20251015 7260.000 ... 7357.600 7234.400 IM
14 IM2512 20251015 7194.800 ... 7273.800 7148.600 IM
15 IM2603 20251015 6949.000 ... 7054.200 6926.000 IM
16 T2512 20251015 108.105 ... 108.100 108.190 T
17 T2603 20251015 107.785 ... 107.780 107.880 T
18 T2606 20251015 107.660 ... 107.705 107.795 T
19 TF2512 20251015 105.740 ... 105.715 105.765 TF
20 TF2603 20251015 105.630 ... 105.610 105.650 TF
21 TF2606 20251015 105.575 ... 105.615 105.650 TF
22 TL2512 20251015 114.450 ... 114.480 114.740 TL
23 TL2603 20251015 113.940 ... 114.160 114.420 TL
24 TL2606 20251015 114.170 ... 114.100 114.360 TL
25 TS2512 20251015 102.382 ... 102.372 102.386 TS
26 TS2603 20251015 102.292 ... 102.274 102.292 TS
27 TS2606 20251015 102.312 ... 102.316 102.334 TS
[28 rows x 12 columns]
2025-10-17 18:26:26,152 - future_1d - INFO - ak.get_cffex_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20251015 0.0 ... 50755.0 49980.0 PS
1 PS2511 20251015 49975.0 ... 50805.0 49205.0 PS
2 PS2512 20251015 52595.0 ... 53270.0 51630.0 PS
3 PS2601 20251015 52050.0 ... 53165.0 51570.0 PS
4 PS2602 20251015 52050.0 ... 52840.0 51585.0 PS
5 PS2603 20251015 52030.0 ... 52690.0 51545.0 PS
6 PS2604 20251015 51925.0 ... 52600.0 51450.0 PS
7 PS2605 20251015 51800.0 ... 52730.0 51340.0 PS
8 PS2606 20251015 53000.0 ... 54525.0 53195.0 PS
9 PS2607 20251015 53105.0 ... 54410.0 53105.0 PS
10 PS2608 20251015 53125.0 ... 54125.0 52925.0 PS
11 PS2609 20251015 53015.0 ... 53855.0 52655.0 PS
13 SI2510 20251015 8585.0 ... 8620.0 8555.0 SI
14 SI2511 20251015 8495.0 ... 8595.0 8580.0 SI
15 SI2512 20251015 8910.0 ... 8965.0 8970.0 SI
16 SI2601 20251015 8835.0 ... 8905.0 8905.0 SI
17 SI2602 20251015 8800.0 ... 8885.0 8915.0 SI
18 SI2603 20251015 8925.0 ... 8910.0 8980.0 SI
19 SI2604 20251015 8870.0 ... 8940.0 8900.0 SI
20 SI2605 20251015 8850.0 ... 8935.0 8925.0 SI
21 SI2606 20251015 8935.0 ... 8960.0 8930.0 SI
22 SI2607 20251015 8885.0 ... 8935.0 8940.0 SI
23 SI2608 20251015 0.0 ... 8960.0 8960.0 SI
24 SI2609 20251015 8930.0 ... 8975.0 8980.0 SI
27 LC2510 20251015 73120.0 ... 73220.0 72720.0 LC
28 LC2511 20251015 73000.0 ... 73100.0 73160.0 LC
29 LC2512 20251015 72900.0 ... 73200.0 73220.0 LC
30 LC2601 20251015 73140.0 ... 73200.0 73160.0 LC
31 LC2602 20251015 73000.0 ... 73100.0 72960.0 LC
32 LC2603 20251015 72640.0 ... 72980.0 73080.0 LC
33 LC2604 20251015 73260.0 ... 73640.0 73680.0 LC
34 LC2605 20251015 73180.0 ... 73680.0 73660.0 LC
35 LC2606 20251015 73400.0 ... 73620.0 73600.0 LC
36 LC2607 20251015 73400.0 ... 73560.0 73560.0 LC
37 LC2608 20251015 73600.0 ... 73840.0 73720.0 LC
38 LC2609 20251015 73960.0 ... 73940.0 73800.0 LC
[36 rows x 12 columns]
2025-10-17 18:26:26,384 - future_1d - INFO - ak.get_gfex_daily('2025-10-15') done
2025-10-17 18:26:28,172 - future_1d - INFO - save future_daily 2025-10-15 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251016 9185.0 9185.0 ... 266.28 9182.0 9160.0 AP
1 AP511 20251016 8694.0 8734.0 ... 4660.57 8631.0 8695.0 AP
2 AP512 20251016 8661.0 8661.0 ... 3014.99 8565.0 8660.0 AP
3 AP601 20251016 8677.0 8691.0 ... 1123836.67 8565.0 8668.0 AP
4 AP603 20251016 8594.0 8594.0 ... 1225.84 8454.0 8572.0 AP
5 AP604 20251016 8618.0 8622.0 ... 603.96 8506.0 8607.0 AP
6 AP605 20251016 8678.0 8705.0 ... 81915.60 8553.0 8678.0 AP
7 CF511 20251016 13285.0 13395.0 ... 52906.93 13355.0 13275.0 CF
8 CF601 20251016 13260.0 13335.0 ... 1114456.10 13290.0 13255.0 CF
9 CF603 20251016 13290.0 13355.0 ... 120126.53 13310.0 13285.0 CF
10 CF605 20251016 13325.0 13390.0 ... 209550.20 13345.0 13315.0 CF
11 CF607 20251016 13335.0 13400.0 ... 1103.38 13375.0 13345.0 CF
12 CF609 20251016 13495.0 13545.0 ... 2839.98 13525.0 13495.0 CF
13 CJ512 20251016 10945.0 11220.0 ... 5706.67 11115.0 10975.0 CJ
14 CJ601 20251016 11100.0 11375.0 ... 1285269.52 11240.0 11105.0 CJ
15 CJ603 20251016 11060.0 11310.0 ... 13742.26 11200.0 11055.0 CJ
16 CJ605 20251016 11185.0 11420.0 ... 201495.93 11310.0 11185.0 CJ
17 CJ607 20251016 11290.0 11500.0 ... 3395.35 11415.0 11270.0 CJ
18 CJ609 20251016 11400.0 11625.0 ... 2964.85 11535.0 11405.0 CJ
19 CY510 20251016 0.0 0.0 ... 0.00 19475.0 19395.0 CY
20 CY511 20251016 19675.0 19770.0 ... 2464.93 19720.0 19675.0 CY
21 CY512 20251016 0.0 0.0 ... 0.00 19150.0 19100.0 CY
22 CY601 20251016 19310.0 19415.0 ... 94728.78 19375.0 19295.0 CY
23 CY602 20251016 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251016 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251016 0.0 0.0 ... 0.00 19570.0 19555.0 CY
27 CY606 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251016 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251016 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251016 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251016 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251016 1024.0 1042.0 ... 24408.65 1031.0 1031.0 FG
33 FG512 20251016 1139.0 1151.0 ... 92643.61 1138.0 1137.0 FG
34 FG601 20251016 1137.0 1148.0 ... 3410490.29 1137.0 1134.0 FG
35 FG602 20251016 1206.0 1217.0 ... 36946.81 1204.0 1203.0 FG
36 FG603 20251016 1211.0 1219.0 ... 110594.34 1206.0 1206.0 FG
37 FG604 20251016 1279.0 1285.0 ... 589.81 1271.0 1273.0 FG
38 FG605 20251016 1274.0 1285.0 ... 132654.29 1271.0 1273.0 FG
39 FG606 20251016 1316.0 1325.0 ... 835.95 1310.0 1312.0 FG
40 FG607 20251016 1318.0 1318.0 ... 879.77 1301.0 1304.0 FG
41 FG608 20251016 1355.0 1360.0 ... 1119.94 1353.0 1356.0 FG
42 FG609 20251016 1357.0 1360.0 ... 5266.15 1353.0 1356.0 FG
43 JR511 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251016 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251016 2280.0 2302.0 ... 11338.26 2282.0 2277.0 MA
53 MA512 20251016 2301.0 2312.0 ... 88851.39 2293.0 2287.0 MA
54 MA601 20251016 2299.0 2320.0 ... 1764885.50 2296.0 2292.0 MA
55 MA602 20251016 2321.0 2342.0 ... 55981.34 2316.0 2308.0 MA
56 MA603 20251016 2329.0 2351.0 ... 101811.39 2328.0 2322.0 MA
57 MA604 20251016 2318.0 2344.0 ... 60.69 2334.0 2319.0 MA
58 MA605 20251016 2320.0 2327.0 ... 224906.55 2314.0 2308.0 MA
59 MA606 20251016 2321.0 2322.0 ... 53.18 2312.0 2312.0 MA
60 MA607 20251016 2300.0 2303.0 ... 41.30 2295.0 2292.0 MA
61 MA608 20251016 2283.0 2297.0 ... 16.04 2291.0 2281.0 MA
62 MA609 20251016 2272.0 2283.0 ... 2879.63 2266.0 2266.0 MA
63 OI511 20251016 10093.0 10132.0 ... 27428.07 10099.0 10099.0 OI
64 OI601 20251016 9935.0 9972.0 ... 1585087.06 9937.0 9939.0 OI
65 OI603 20251016 9737.0 9759.0 ... 185129.21 9735.0 9706.0 OI
66 OI605 20251016 9506.0 9517.0 ... 64679.88 9494.0 9485.0 OI
67 OI607 20251016 9456.0 9466.0 ... 982.26 9445.0 9420.0 OI
68 OI609 20251016 9404.0 9427.0 ... 960.26 9414.0 9401.0 OI
69 PF510 20251016 6080.0 6120.0 ... 48.72 6090.0 6088.0 PF
70 PF511 20251016 6084.0 6122.0 ... 48420.17 6098.0 6072.0 PF
71 PF512 20251016 6062.0 6098.0 ... 478410.44 6072.0 6040.0 PF
72 PF601 20251016 6090.0 6114.0 ... 94846.20 6088.0 6054.0 PF
73 PF602 20251016 6040.0 6100.0 ... 206910.32 6066.0 6024.0 PF
74 PF603 20251016 6026.0 6090.0 ... 62719.05 6052.0 6016.0 PF
75 PF604 20251016 6102.0 6140.0 ... 115.97 6104.0 6088.0 PF
76 PF605 20251016 6118.0 6138.0 ... 262.80 6112.0 6096.0 PF
77 PF606 20251016 6098.0 6102.0 ... 6.10 6100.0 6100.0 PF
78 PF607 20251016 6116.0 6154.0 ... 6.14 6136.0 6124.0 PF
79 PF608 20251016 6182.0 6182.0 ... 3.09 6182.0 6140.0 PF
80 PF609 20251016 6150.0 6198.0 ... 12.35 6174.0 6154.0 PF
81 PK510 20251016 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251016 7900.0 7900.0 ... 67678.11 7806.0 7884.0 PK
83 PK512 20251016 7930.0 7944.0 ... 157584.11 7890.0 7958.0 PK
84 PK601 20251016 8060.0 8060.0 ... 518144.61 7998.0 8058.0 PK
85 PK603 20251016 8110.0 8110.0 ... 159904.99 8058.0 8084.0 PK
86 PK604 20251016 8092.0 8094.0 ... 1344.17 8050.0 8086.0 PK
87 PK605 20251016 8126.0 8126.0 ... 22406.29 8074.0 8110.0 PK
88 PL601 20251016 6093.0 6124.0 ... 104191.85 6087.0 6085.0 PL
89 PL602 20251016 6116.0 6158.0 ... 32973.02 6124.0 6124.0 PL
90 PL603 20251016 6130.0 6159.0 ... 21462.11 6129.0 6124.0 PL
91 PL604 20251016 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251016 6097.0 6114.0 ... 36.63 6106.0 6080.0 PL
93 PL606 20251016 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251016 6103.0 6138.0 ... 73.43 6120.0 6211.0 PL
95 PL608 20251016 6106.0 6106.0 ... 12.21 6106.0 6277.0 PL
96 PL609 20251016 0.0 0.0 ... 0.00 6232.0 6232.0 PL
97 PM511 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251016 5586.0 5586.0 ... 16.76 5586.0 5638.0 PR
104 PR511 20251016 5582.0 5618.0 ... 20178.12 5596.0 5568.0 PR
105 PR512 20251016 5596.0 5622.0 ... 346068.28 5592.0 5560.0 PR
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156 SF510 20251016 5250.0 5300.0 ... 147.45 5266.0 5226.0 SF
157 SF511 20251016 5374.0 5482.0 ... 153306.18 5430.0 5410.0 SF
158 SF512 20251016 5342.0 5470.0 ... 66454.87 5434.0 5388.0 SF
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160 SF602 20251016 5286.0 5414.0 ... 68186.85 5362.0 5314.0 SF
161 SF603 20251016 5464.0 5586.0 ... 108780.59 5532.0 5490.0 SF
162 SF604 20251016 5468.0 5538.0 ... 5.50 5504.0 5438.0 SF
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164 SF606 20251016 5410.0 5508.0 ... 51.68 5440.0 5436.0 SF
165 SF607 20251016 5580.0 5674.0 ... 47.85 5630.0 5602.0 SF
166 SF608 20251016 5632.0 5632.0 ... 2.82 5632.0 5598.0 SF
167 SF609 20251016 5554.0 5660.0 ... 106.79 5620.0 5582.0 SF
168 SH510 20251016 0.0 0.0 ... 0.00 2417.0 2400.0 SH
169 SH511 20251016 2418.0 2433.0 ... 35385.91 2424.0 2407.0 SH
170 SH512 20251016 2468.0 2487.0 ... 112669.73 2475.0 2458.0 SH
171 SH601 20251016 2446.0 2465.0 ... 1942132.93 2451.0 2434.0 SH
172 SH602 20251016 2475.0 2495.0 ... 297506.00 2477.0 2466.0 SH
173 SH603 20251016 2492.0 2501.0 ... 247580.43 2483.0 2475.0 SH
174 SH604 20251016 2537.0 2545.0 ... 144.76 2540.0 2526.0 SH
175 SH605 20251016 2541.0 2557.0 ... 12971.32 2546.0 2535.0 SH
176 SH606 20251016 2581.0 2585.0 ... 46.51 2584.0 2564.0 SH
177 SH607 20251016 2585.0 2588.0 ... 85.28 2584.0 2568.0 SH
178 SH608 20251016 2598.0 2612.0 ... 23.46 2607.0 2592.0 SH
179 SH609 20251016 2597.0 2610.0 ... 148.52 2606.0 2596.0 SH
180 SM510 20251016 5610.0 5642.0 ... 1174.49 5634.0 5660.0 SM
181 SM511 20251016 5690.0 5772.0 ... 16696.96 5744.0 5754.0 SM
182 SM512 20251016 5726.0 5780.0 ... 286597.53 5760.0 5762.0 SM
183 SM601 20251016 5734.0 5786.0 ... 371676.15 5758.0 5766.0 SM
184 SM602 20251016 5738.0 5788.0 ... 85538.56 5766.0 5770.0 SM
185 SM603 20251016 5736.0 5798.0 ... 312946.90 5778.0 5782.0 SM
186 SM604 20251016 0.0 0.0 ... 0.00 5788.0 5802.0 SM
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194 SR603 20251016 5381.0 5395.0 ... 165285.78 5387.0 5388.0 SR
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197 SR609 20251016 5382.0 5393.0 ... 3960.57 5381.0 5394.0 SR
198 TA510 20251016 4382.0 4410.0 ... 2056.70 4400.0 4370.0 TA
199 TA511 20251016 4400.0 4430.0 ... 44114.52 4410.0 4378.0 TA
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202 TA602 20251016 4460.0 4480.0 ... 153250.12 4452.0 4424.0 TA
203 TA603 20251016 4480.0 4496.0 ... 79583.40 4470.0 4438.0 TA
204 TA604 20251016 4488.0 4504.0 ... 38.07 4480.0 4456.0 TA
205 TA605 20251016 4490.0 4524.0 ... 91544.22 4504.0 4474.0 TA
206 TA606 20251016 4520.0 4526.0 ... 15.84 4524.0 4476.0 TA
207 TA607 20251016 0.0 0.0 ... 0.00 4526.0 4492.0 TA
208 TA608 20251016 0.0 0.0 ... 0.00 4538.0 4526.0 TA
209 TA609 20251016 4532.0 4550.0 ... 1390.92 4538.0 4512.0 TA
210 UR510 20251016 1495.0 1495.0 ... 301.99 1495.0 1495.0 UR
211 UR511 20251016 1575.0 1585.0 ... 11581.73 1573.0 1580.0 UR
212 UR512 20251016 1585.0 1597.0 ... 31846.83 1587.0 1590.0 UR
213 UR601 20251016 1599.0 1610.0 ... 495547.68 1597.0 1604.0 UR
214 UR602 20251016 1606.0 1617.0 ... 18143.87 1608.0 1612.0 UR
215 UR603 20251016 1665.0 1668.0 ... 238.29 1655.0 1666.0 UR
216 UR604 20251016 1667.0 1673.0 ... 36.71 1669.0 1669.0 UR
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219 UR607 20251016 1703.0 1719.0 ... 81.94 1707.0 1708.0 UR
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235 ZC606 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
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237 ZC608 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:26:32,996 - future_1d - INFO - ak.get_czce_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 SC2511 20251016 446.7 ... 443.2 443.2 SC
1 SC2512 20251016 449.6 ... 445.6 444.9 SC
2 SC2601 20251016 450 ... 446 445.5 SC
3 SC2602 20251016 448 ... 446.7 445.9 SC
4 SC2603 20251016 449.5 ... 447.3 447.3 SC
5 SC2604 20251016 452.9 ... 448.3 448.5 SC
6 SC2605 20251016 451.2 ... 449.4 448.9 SC
7 SC2606 20251016 451.9 ... 449.9 450.1 SC
8 SC2607 20251016 453.3 ... 451.9 450 SC
9 SC2608 20251016 448 ... 452.2 450.6 SC
10 SC2609 20251016 453.2 ... 451.7 450.6 SC
11 SC2610 20251016 ... 449.7 449.7 SC
12 SC2612 20251016 451.8 ... 451.8 451.5 SC
13 SC2703 20251016 ... 450.7 448.6 SC
14 SC2706 20251016 ... 453.6 453.6 SC
15 SC2709 20251016 ... 450.2 449.9 SC
16 SC2712 20251016 450.6 ... 450.6 455 SC
17 SC2803 20251016 ... 449.9 449 SC
18 SC2806 20251016 456.9 ... 453.5 448 SC
19 SC2809 20251016 450 ... 451.8 448.9 SC
21 LU2511 20251016 3164 ... 3147 3141 LU
22 LU2512 20251016 3175 ... 3163 3158 LU
23 LU2601 20251016 3179 ... 3163 3161 LU
24 LU2602 20251016 3182 ... 3166 3162 LU
25 LU2603 20251016 3197 ... 3165 3160 LU
26 LU2604 20251016 3191 ... 3176 3161 LU
27 LU2605 20251016 3190 ... 3184 3163 LU
28 LU2606 20251016 3190 ... 3192 3160 LU
29 LU2607 20251016 3191 ... 3191 3175 LU
30 LU2608 20251016 3197 ... 3192 3173 LU
31 LU2609 20251016 3197 ... 3192 3159 LU
32 LU2610 20251016 3182 ... 3185 3152 LU
34 NR2511 20251016 12240 ... 12295 12110 NR
35 NR2512 20251016 12205 ... 12245 12085 NR
36 NR2601 20251016 12215 ... 12215 12075 NR
37 NR2602 20251016 12120 ... 12195 12055 NR
38 NR2603 20251016 12105 ... 12185 12085 NR
39 NR2604 20251016 12110 ... 12145 12050 NR
40 NR2605 20251016 12065 ... 12165 12045 NR
41 NR2606 20251016 ... 12140 12110 NR
42 NR2607 20251016 12100 ... 12100 12155 NR
43 NR2608 20251016 ... 12090 12090 NR
44 NR2609 20251016 12180 ... 12180 12185 NR
45 NR2610 20251016 ... 12185 12185 NR
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48 BC2512 20251016 75850 ... 75590 75350 BC
49 BC2601 20251016 ... 76570 76860 BC
50 BC2602 20251016 ... 75800 75800 BC
51 BC2603 20251016 ... 75870 75870 BC
52 BC2604 20251016 ... 76520 76520 BC
53 BC2605 20251016 ... 75900 75900 BC
54 BC2606 20251016 ... 75880 75880 BC
55 BC2607 20251016 ... 76570 76570 BC
56 BC2608 20251016 ... 75800 75800 BC
57 BC2609 20251016 ... 76130 76130 BC
58 BC2610 20251016 ... 76130 76130 BC
60 EC2510 20251016 1120 ... 1112 1128.2 EC
61 EC2512 20251016 1690.1 ... 1663 1713.4 EC
62 EC2602 20251016 1452.5 ... 1427.9 1481.1 EC
63 EC2604 20251016 1133 ... 1114.5 1148.9 EC
64 EC2606 20251016 1306.6 ... 1283.7 1315.7 EC
65 EC2608 20251016 1440.4 ... 1418.2 1458.2 EC
68 SC_TAS2511 20251016 ... SC_TAS
69 SC_TAS2512 20251016 ... SC_TAS
70 SC_TAS2601 20251016 ... SC_TAS
71 SC_TAS2602 20251016 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 18:26:33,089 - future_1d - INFO - ak.get_ine_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 a2511 20251016 3971.00 ... 4000.00 3969.00 A
1 a2601 20251016 4002.00 ... 4020.00 3988.00 A
2 a2603 20251016 4001.00 ... 4022.00 3992.00 A
3 a2605 20251016 4026.00 ... 4053.00 4026.00 A
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5 a2609 20251016 4033.00 ... 4053.00 4026.00 A
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8 b2512 20251016 3623.00 ... 3619.00 3614.00 B
9 b2601 20251016 3631.00 ... 3631.00 3624.00 B
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11 b2603 20251016 3600.00 ... 3603.00 3594.00 B
12 b2604 20251016 3509.00 ... 3509.00 3508.00 B
13 b2605 20251016 3447.00 ... 3447.00 3442.00 B
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15 b2607 20251016 3425.00 ... 3424.00 3420.00 B
16 b2608 20251016 3521.00 ... 3520.00 3516.00 B
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20 bb2603 20251016 146.80 ... 146.90 147.10 BB
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23 bb2609 20251016 0.00 ... 152.40 152.60 BB
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29 bz2608 20251016 0.00 ... 5601.00 5601.00 BZ
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47 eb2602 20251016 6686.00 ... 6648.00 6667.00 EB
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49 eb2604 20251016 6764.00 ... 6741.00 6765.00 EB
50 eb2605 20251016 6804.00 ... 6714.00 6795.00 EB
51 eb2606 20251016 6837.00 ... 6809.00 6828.00 EB
52 eb2607 20251016 6881.00 ... 6836.00 6852.00 EB
53 eb2608 20251016 6815.00 ... 6840.00 6870.00 EB
54 eb2609 20251016 6851.00 ... 6896.00 6889.00 EB
55 eg2510 20251016 4086.00 ... 4092.00 4089.00 EG
56 eg2511 20251016 4094.00 ... 4071.00 4073.00 EG
57 eg2512 20251016 4059.00 ... 4053.00 4054.00 EG
58 eg2601 20251016 4057.00 ... 4056.00 4048.00 EG
59 eg2602 20251016 4060.00 ... 4082.00 4053.00 EG
60 eg2603 20251016 4071.00 ... 4073.00 4074.00 EG
61 eg2604 20251016 4124.00 ... 4150.00 4135.00 EG
62 eg2605 20251016 4138.00 ... 4144.00 4134.00 EG
63 eg2606 20251016 4123.00 ... 4159.00 4143.00 EG
64 eg2607 20251016 0.00 ... 4171.00 4171.00 EG
65 eg2608 20251016 4161.00 ... 4163.00 4170.00 EG
66 eg2609 20251016 4171.00 ... 4171.00 4202.00 EG
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68 fb2511 20251016 1253.50 ... 1253.50 1256.00 FB
69 fb2512 20251016 1255.00 ... 1255.50 1256.00 FB
70 fb2601 20251016 1262.50 ... 1263.00 1264.50 FB
71 fb2602 20251016 1265.00 ... 1264.00 1270.50 FB
72 fb2603 20251016 1262.50 ... 1260.00 1264.50 FB
73 fb2604 20251016 1263.00 ... 1261.50 1264.50 FB
74 fb2605 20251016 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251016 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251016 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251016 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251016 0.00 ... 1296.00 1296.00 FB
79 i2510 20251016 0.00 ... 806.00 806.00 I
80 i2511 20251016 796.50 ... 790.50 798.00 I
81 i2512 20251016 790.50 ... 784.00 792.00 I
82 i2601 20251016 780.00 ... 772.50 780.50 I
83 i2602 20251016 775.50 ... 770.50 779.50 I
84 i2603 20251016 772.50 ... 765.50 773.50 I
85 i2604 20251016 767.00 ... 761.00 768.50 I
86 i2605 20251016 757.00 ... 750.50 759.00 I
87 i2606 20251016 751.50 ... 745.50 753.00 I
88 i2607 20251016 747.00 ... 741.00 748.50 I
89 i2608 20251016 742.50 ... 736.00 743.00 I
90 i2609 20251016 734.00 ... 729.50 736.50 I
91 j2510 20251016 0.00 ... 1600.00 1600.00 J
92 j2511 20251016 1581.50 ... 1588.00 1578.00 J
93 j2512 20251016 1611.50 ... 1611.00 1607.00 J
94 j2601 20251016 1642.00 ... 1649.00 1635.50 J
95 j2602 20251016 1670.50 ... 1674.50 1663.00 J
96 j2603 20251016 1690.50 ... 1714.50 1676.50 J
97 j2604 20251016 1774.50 ... 1765.50 1762.50 J
98 j2605 20251016 1800.00 ... 1797.00 1781.50 J
99 j2606 20251016 1805.00 ... 1820.50 1814.00 J
100 j2607 20251016 0.00 ... 1833.50 1833.50 J
101 j2608 20251016 0.00 ... 1865.00 1865.00 J
102 j2609 20251016 1870.50 ... 1876.00 1864.50 J
103 jd2510 20251016 2790.00 ... 2750.00 2708.00 JD
104 jd2511 20251016 2856.00 ... 2834.00 2848.00 JD
105 jd2512 20251016 3013.00 ... 2990.00 3021.00 JD
106 jd2601 20251016 3203.00 ... 3180.00 3209.00 JD
107 jd2602 20251016 3027.00 ... 3000.00 3026.00 JD
108 jd2603 20251016 3037.00 ... 3015.00 3037.00 JD
109 jd2604 20251016 3156.00 ... 3137.00 3157.00 JD
110 jd2605 20251016 3346.00 ... 3342.00 3343.00 JD
111 jd2606 20251016 3234.00 ... 3233.00 3233.00 JD
112 jd2607 20251016 3474.00 ... 3482.00 3471.00 JD
113 jd2608 20251016 3973.00 ... 3966.00 3966.00 JD
114 jd2609 20251016 3868.00 ... 3862.00 3867.00 JD
115 jm2510 20251016 0.00 ... 999.00 999.00 JM
116 jm2511 20251016 1034.00 ... 1057.00 1024.00 JM
117 jm2512 20251016 1088.00 ... 1098.50 1080.50 JM
118 jm2601 20251016 1155.00 ... 1162.00 1147.00 JM
119 jm2602 20251016 1181.00 ... 1188.00 1172.50 JM
120 jm2603 20251016 1198.00 ... 1208.50 1190.00 JM
121 jm2604 20251016 1214.00 ... 1227.00 1204.50 JM
122 jm2605 20251016 1236.50 ... 1244.00 1222.00 JM
123 jm2606 20251016 1241.50 ... 1267.00 1241.50 JM
124 jm2607 20251016 1274.50 ... 1282.00 1262.50 JM
125 jm2608 20251016 1282.50 ... 1303.00 1284.50 JM
126 jm2609 20251016 1315.00 ... 1327.50 1305.00 JM
127 l2510 20251016 0.00 ... 6856.00 6856.00 L
128 l2511 20251016 6898.00 ... 6889.00 6895.00 L
129 l2512 20251016 6912.00 ... 6899.00 6906.00 L
130 l2601 20251016 6912.00 ... 6907.00 6908.00 L
131 l2602 20251016 6923.00 ... 6911.00 6910.00 L
132 l2603 20251016 6945.00 ... 6926.00 6931.00 L
133 l2604 20251016 6943.00 ... 6961.00 6940.00 L
134 l2605 20251016 6957.00 ... 6947.00 6940.00 L
135 l2606 20251016 6961.00 ... 6960.00 6947.00 L
136 l2607 20251016 6954.00 ... 6977.00 6975.00 L
137 l2608 20251016 6958.00 ... 6991.00 6994.00 L
138 l2609 20251016 6978.00 ... 6983.00 6969.00 L
139 lg2511 20251016 798.00 ... 796.00 792.50 LG
140 lg2601 20251016 820.00 ... 823.50 821.00 LG
141 lg2603 20251016 829.50 ... 829.50 828.00 LG
142 lg2605 20251016 827.50 ... 830.00 829.50 LG
143 lg2607 20251016 828.00 ... 829.50 830.00 LG
144 lg2609 20251016 0.00 ... 831.50 830.00 LG
145 lh2511 20251016 11430.00 ... 11300.00 11485.00 LH
146 lh2601 20251016 12175.00 ... 11975.00 12300.00 LH
147 lh2603 20251016 11665.00 ... 11565.00 11735.00 LH
148 lh2605 20251016 12300.00 ... 12185.00 12335.00 LH
149 lh2607 20251016 13180.00 ... 12990.00 13170.00 LH
150 lh2609 20251016 13900.00 ... 13805.00 13925.00 LH
151 m2511 20251016 2885.00 ... 2893.00 2894.00 M
152 m2512 20251016 2932.00 ... 2931.00 2930.00 M
153 m2601 20251016 2913.00 ... 2915.00 2914.00 M
154 m2603 20251016 2897.00 ... 2896.00 2893.00 M
155 m2605 20251016 2738.00 ... 2741.00 2737.00 M
156 m2607 20251016 2723.00 ... 2725.00 2721.00 M
157 m2608 20251016 2848.00 ... 2848.00 2845.00 M
158 m2609 20251016 2859.00 ... 2854.00 2850.00 M
159 p2510 20251016 0.00 ... 9120.00 9120.00 P
160 p2511 20251016 9242.00 ... 9236.00 9210.00 P
161 p2512 20251016 9280.00 ... 9278.00 9262.00 P
162 p2601 20251016 9330.00 ... 9326.00 9316.00 P
163 p2602 20251016 9326.00 ... 9328.00 9330.00 P
164 p2603 20251016 9342.00 ... 9336.00 9322.00 P
165 p2604 20251016 9306.00 ... 9322.00 9290.00 P
166 p2605 20251016 9246.00 ... 9256.00 9228.00 P
167 p2606 20251016 9158.00 ... 9168.00 9142.00 P
168 p2607 20251016 9064.00 ... 9078.00 9056.00 P
169 p2608 20251016 9000.00 ... 9000.00 8976.00 P
170 p2609 20251016 8930.00 ... 8952.00 8896.00 P
171 pg2510 20251016 4350.00 ... 4340.00 4248.00 PG
172 pg2511 20251016 4165.00 ... 4199.00 4141.00 PG
173 pg2512 20251016 4030.00 ... 4079.00 3993.00 PG
174 pg2601 20251016 3947.00 ... 3987.00 3908.00 PG
175 pg2602 20251016 3868.00 ... 3897.00 3836.00 PG
176 pg2603 20251016 3783.00 ... 3818.00 3757.00 PG
177 pg2604 20251016 4164.00 ... 4193.00 4152.00 PG
178 pg2605 20251016 4086.00 ... 4113.00 4067.00 PG
179 pg2606 20251016 4020.00 ... 4053.00 4006.00 PG
180 pg2607 20251016 3958.00 ... 3980.00 3950.00 PG
181 pg2608 20251016 3938.00 ... 3944.00 3905.00 PG
182 pg2609 20251016 3879.00 ... 3869.00 3848.00 PG
183 pp2510 20251016 6482.00 ... 6482.00 6482.00 PP
184 pp2511 20251016 6539.00 ... 6524.00 6519.00 PP
185 pp2512 20251016 6572.00 ... 6571.00 6562.00 PP
186 pp2601 20251016 6597.00 ... 6598.00 6590.00 PP
187 pp2602 20251016 6584.00 ... 6594.00 6585.00 PP
188 pp2603 20251016 6594.00 ... 6587.00 6593.00 PP
189 pp2604 20251016 6630.00 ... 6641.00 6611.00 PP
190 pp2605 20251016 6653.00 ... 6643.00 6642.00 PP
191 pp2606 20251016 6622.00 ... 6609.00 6612.00 PP
192 pp2607 20251016 6608.00 ... 6591.00 6603.00 PP
193 pp2608 20251016 6621.00 ... 6639.00 6628.00 PP
194 pp2609 20251016 6680.00 ... 6666.00 6673.00 PP
195 rr2510 20251016 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251016 3624.00 ... 3615.00 3614.00 RR
197 rr2512 20251016 3607.00 ... 3606.00 3608.00 RR
198 rr2601 20251016 3627.00 ... 3626.00 3626.00 RR
199 rr2602 20251016 3617.00 ... 3614.00 3612.00 RR
200 rr2603 20251016 3613.00 ... 3612.00 3613.00 RR
201 rr2604 20251016 3615.00 ... 3615.00 3613.00 RR
202 rr2605 20251016 3609.00 ... 3609.00 3609.00 RR
203 rr2606 20251016 3610.00 ... 3606.00 3603.00 RR
204 rr2607 20251016 3617.00 ... 3611.00 3624.00 RR
205 rr2608 20251016 3601.00 ... 3601.00 3605.00 RR
206 rr2609 20251016 3608.00 ... 3608.00 3616.00 RR
207 v2510 20251016 4545.00 ... 4543.00 4561.00 V
208 v2511 20251016 4593.00 ... 4581.00 4593.00 V
209 v2512 20251016 4646.00 ... 4625.00 4635.00 V
210 v2601 20251016 4673.00 ... 4667.00 4680.00 V
211 v2602 20251016 4725.00 ... 4709.00 4727.00 V
212 v2603 20251016 4752.00 ... 4742.00 4758.00 V
213 v2604 20251016 4953.00 ... 4932.00 4953.00 V
214 v2605 20251016 4996.00 ... 4981.00 4993.00 V
215 v2606 20251016 5007.00 ... 5007.00 5028.00 V
216 v2607 20251016 5039.00 ... 5042.00 5067.00 V
217 v2608 20251016 5087.00 ... 5087.00 5102.00 V
218 v2609 20251016 5130.00 ... 5124.00 5129.00 V
219 y2511 20251016 8254.00 ... 8248.00 8246.00 Y
220 y2512 20251016 8290.00 ... 8294.00 8280.00 Y
221 y2601 20251016 8250.00 ... 8252.00 8244.00 Y
222 y2603 20251016 8196.00 ... 8214.00 8198.00 Y
223 y2605 20251016 8050.00 ... 8054.00 8040.00 Y
224 y2607 20251016 8006.00 ... 8004.00 7982.00 Y
225 y2608 20251016 8014.00 ... 8010.00 7968.00 Y
226 y2609 20251016 7966.00 ... 7966.00 7946.00 Y
[227 rows x 12 columns]
2025-10-17 18:26:33,666 - future_1d - INFO - ak.get_dce_daily('2025-10-16') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251016 ... 85040 84960 CU
1 1 CU2512 20251016 ... 85060 85000 CU
2 2 CU2601 20251016 ... 85010 84840 CU
3 3 CU2602 20251016 ... 84870 84750 CU
4 4 CU2603 20251016 ... 84830 84570 CU
5 5 CU2604 20251016 ... 84800 84860 CU
6 6 CU2605 20251016 ... 84710 84510 CU
7 7 CU2606 20251016 ... 84690 84560 CU
8 8 CU2607 20251016 ... 84460 84370 CU
9 9 CU2608 20251016 ... 84470 84550 CU
10 10 CU2609 20251016 ... 84310 84340 CU
11 11 CU2610 20251016 ... 84110 84340 CU
12 12 BC2511 20251016 ... 75500 75490 BC
13 13 BC2512 20251016 ... 75590 75350 BC
14 14 BC2601 20251016 ... 76570 76860 BC
15 15 BC2602 20251016 ... 75800 75800 BC
16 16 BC2603 20251016 ... 75870 75870 BC
17 17 BC2604 20251016 ... 76520 76520 BC
18 18 BC2605 20251016 ... 75900 75900 BC
19 19 BC2606 20251016 ... 75880 75880 BC
20 20 BC2607 20251016 ... 76570 76570 BC
21 21 BC2608 20251016 ... 75800 75800 BC
22 22 BC2609 20251016 ... 76130 76130 BC
23 23 BC2610 20251016 ... 76130 76130 BC
24 24 AL2511 20251016 ... 20910 20875 AL
25 25 AL2512 20251016 ... 20935 20895 AL
26 26 AL2601 20251016 ... 20940 20900 AL
27 27 AL2602 20251016 ... 20935 20890 AL
28 28 AL2603 20251016 ... 20955 20885 AL
29 29 AL2604 20251016 ... 20985 20910 AL
30 30 AL2605 20251016 ... 20990 20915 AL
31 31 AL2606 20251016 ... 21010 20890 AL
32 32 AL2607 20251016 ... 20970 20925 AL
33 33 AL2608 20251016 ... 20990 20930 AL
34 34 AL2609 20251016 ... 20970 20940 AL
35 35 AL2610 20251016 ... 20985 20940 AL
36 36 ZN2511 20251016 ... 21950 21995 ZN
37 37 ZN2512 20251016 ... 21980 22035 ZN
38 38 ZN2601 20251016 ... 22015 22065 ZN
39 39 ZN2602 20251016 ... 22050 22090 ZN
40 40 ZN2603 20251016 ... 22080 22125 ZN
41 41 ZN2604 20251016 ... 22120 22150 ZN
42 42 ZN2605 20251016 ... 22140 22180 ZN
43 43 ZN2606 20251016 ... 22175 22215 ZN
44 44 ZN2607 20251016 ... 22175 22200 ZN
45 45 ZN2608 20251016 ... 22225 22220 ZN
46 46 ZN2609 20251016 ... 22255 22275 ZN
47 47 ZN2610 20251016 ... 22100 22275 ZN
48 48 PB2511 20251016 ... 17115 17055 PB
49 49 PB2512 20251016 ... 17135 17085 PB
50 50 PB2601 20251016 ... 17135 17085 PB
51 51 PB2602 20251016 ... 17120 16990 PB
52 52 PB2603 20251016 ... 17170 17105 PB
53 53 PB2604 20251016 ... 17190 17190 PB
54 54 PB2605 20251016 ... 17230 17145 PB
55 55 PB2606 20251016 ... 17230 17195 PB
56 56 PB2607 20251016 ... 17160 17160 PB
57 57 PB2608 20251016 ... 17245 17200 PB
58 58 PB2609 20251016 ... 17255 17235 PB
59 59 PB2610 20251016 ... 17235 17235 PB
60 60 NI2511 20251016 ... 120920 121020 NI
61 61 NI2512 20251016 ... 121070 121170 NI
62 62 NI2601 20251016 ... 121290 121390 NI
63 63 NI2602 20251016 ... 121520 121600 NI
64 64 NI2603 20251016 ... 121790 121920 NI
65 65 NI2604 20251016 ... 122050 122100 NI
66 66 NI2605 20251016 ... 122200 122360 NI
67 67 NI2606 20251016 ... 122390 122570 NI
68 68 NI2607 20251016 ... 122720 122850 NI
69 69 NI2608 20251016 ... 123000 123210 NI
70 70 NI2609 20251016 ... 123310 123450 NI
71 71 NI2610 20251016 ... 123480 123450 NI
72 72 SN2511 20251016 ... 280030 280410 SN
73 73 SN2512 20251016 ... 280450 280740 SN
74 74 SN2601 20251016 ... 280580 281030 SN
75 75 SN2602 20251016 ... 280680 280790 SN
76 76 SN2603 20251016 ... 280540 280770 SN
77 77 SN2604 20251016 ... 280560 280770 SN
78 78 SN2605 20251016 ... 280280 280720 SN
79 79 SN2606 20251016 ... 280690 281340 SN
80 80 SN2607 20251016 ... 281020 280840 SN
81 81 SN2608 20251016 ... 281860 281330 SN
82 82 SN2609 20251016 ... 282990 282990 SN
83 83 SN2610 20251016 ... 282070 282990 SN
84 84 AO2511 20251016 ... 2763 2776 AO
85 85 AO2512 20251016 ... 2773 2788 AO
86 86 AO2601 20251016 ... 2784 2799 AO
87 87 AO2602 20251016 ... 2806 2818 AO
88 88 AO2603 20251016 ... 2878 2889 AO
89 89 AO2604 20251016 ... 2894 2901 AO
90 90 AO2605 20251016 ... 2900 2910 AO
91 91 AO2606 20251016 ... 2914 2922 AO
92 92 AO2607 20251016 ... 2923 2930 AO
93 93 AO2608 20251016 ... 2932 2945 AO
94 94 AO2609 20251016 ... 2949 2960 AO
95 95 AO2610 20251016 ... 2946 2960 AO
96 96 AD2511 20251016 ... 20370 20330 AD
97 97 AD2512 20251016 ... 20435 20400 AD
98 98 AD2601 20251016 ... 20480 20445 AD
99 99 AD2602 20251016 ... 20460 20425 AD
100 100 AD2603 20251016 ... 20420 20420 AD
101 101 AD2604 20251016 ... 20420 20405 AD
102 102 AD2605 20251016 ... 20405 20340 AD
103 103 AD2606 20251016 ... 20300 20300 AD
104 104 AD2607 20251016 ... 20270 20270 AD
105 105 AD2608 20251016 ... 20495 20495 AD
106 106 AD2609 20251016 ... 20495 20495 AD
107 107 AD2610 20251016 ... 20495 20495 AD
108 108 AU2511 20251016 ... 963.74 947.9 AU
109 109 AU2512 20251016 ... 963 948.92 AU
110 110 AU2601 20251016 ... 966.54 948.92 AU
111 111 AU2602 20251016 ... 965.94 952.1 AU
112 112 AU2604 20251016 ... 967.76 953.3 AU
113 113 AU2606 20251016 ... 970.88 957.1 AU
114 114 AU2608 20251016 ... 973.76 958.84 AU
115 115 AU2610 20251016 ... 976.74 961.32 AU
116 116 AG2511 20251016 ... 12004 11689 AG
117 117 AG2512 20251016 ... 12002 11675 AG
118 118 AG2601 20251016 ... 12009 11677 AG
119 119 AG2602 20251016 ... 12026 11708 AG
120 120 AG2603 20251016 ... 12045 11700 AG
121 121 AG2604 20251016 ... 12045 11712 AG
122 122 AG2605 20251016 ... 12055 11712 AG
123 123 AG2606 20251016 ... 12077 11756 AG
124 124 AG2607 20251016 ... 12085 11765 AG
125 125 AG2608 20251016 ... 12095 11754 AG
126 126 AG2609 20251016 ... 12125 11808 AG
127 127 AG2610 20251016 ... 12147 11808 AG
128 128 RB2511 20251016 ... 2971 2987 RB
129 129 RB2512 20251016 ... 3017 3031 RB
130 130 RB2601 20251016 ... 3036 3044 RB
131 131 RB2602 20251016 ... 3043 3049 RB
132 132 RB2603 20251016 ... 3064 3074 RB
133 133 RB2604 20251016 ... 3079 3096 RB
134 134 RB2605 20251016 ... 3087 3099 RB
135 135 RB2606 20251016 ... 3103 3114 RB
136 136 RB2607 20251016 ... 3111 3136 RB
137 137 RB2608 20251016 ... 3122 3134 RB
138 138 RB2609 20251016 ... 3129 3143 RB
139 139 RB2610 20251016 ... 3134 3143 RB
140 140 WR2511 20251016 ... 3270 3270 WR
141 141 WR2512 20251016 ... 3353 3353 WR
142 142 WR2601 20251016 ... 3336 3342 WR
143 143 WR2602 20251016 ... 3383 3370 WR
144 144 WR2603 20251016 ... 3361 3361 WR
145 145 WR2604 20251016 ... 3369 3369 WR
146 146 WR2605 20251016 ... 3365 3364 WR
147 147 WR2606 20251016 ... 3363 3363 WR
148 148 WR2607 20251016 ... 3416 3416 WR
149 149 WR2608 20251016 ... 3461 3431 WR
150 150 WR2609 20251016 ... 3430 3430 WR
151 151 WR2610 20251016 ... 3430 3430 WR
152 152 HC2511 20251016 ... 3255 3282 HC
153 153 HC2512 20251016 ... 3249 3254 HC
154 154 HC2601 20251016 ... 3209 3225 HC
155 155 HC2602 20251016 ... 3215 3223 HC
156 156 HC2603 20251016 ... 3215 3233 HC
157 157 HC2604 20251016 ... 3215 3228 HC
158 158 HC2605 20251016 ... 3220 3235 HC
159 159 HC2606 20251016 ... 3226 3237 HC
160 160 HC2607 20251016 ... 3228 3245 HC
161 161 HC2608 20251016 ... 3231 3253 HC
162 162 HC2609 20251016 ... 3240 3259 HC
163 163 HC2610 20251016 ... 3240 3259 HC
164 164 SS2511 20251016 ... 12515 12525 SS
165 165 SS2512 20251016 ... 12545 12555 SS
166 166 SS2601 20251016 ... 12635 12655 SS
167 167 SS2602 20251016 ... 12690 12715 SS
168 168 SS2603 20251016 ... 12760 12795 SS
169 169 SS2604 20251016 ... 12845 12870 SS
170 170 SS2605 20251016 ... 12910 12925 SS
171 171 SS2606 20251016 ... 12960 13000 SS
172 172 SS2607 20251016 ... 13000 13035 SS
173 173 SS2608 20251016 ... 13080 13095 SS
174 174 SS2609 20251016 ... 13120 13170 SS
175 175 SS2610 20251016 ... 13210 13170 SS
176 176 SC2511 20251016 ... 443.2 443.2 SC
177 177 SC2512 20251016 ... 445.6 444.9 SC
178 178 SC2601 20251016 ... 446 445.5 SC
179 179 SC2602 20251016 ... 446.7 445.9 SC
180 180 SC2603 20251016 ... 447.3 447.3 SC
181 181 SC2604 20251016 ... 448.3 448.5 SC
182 182 SC2605 20251016 ... 449.4 448.9 SC
183 183 SC2606 20251016 ... 449.9 450.1 SC
184 184 SC2607 20251016 ... 451.9 450 SC
185 185 SC2608 20251016 ... 452.2 450.6 SC
186 186 SC2609 20251016 ... 451.7 450.6 SC
187 187 SC2610 20251016 ... 449.7 449.7 SC
188 188 SC2612 20251016 ... 451.8 451.5 SC
189 189 SC2703 20251016 ... 450.7 448.6 SC
190 190 SC2706 20251016 ... 453.6 453.6 SC
191 191 SC2709 20251016 ... 450.2 449.9 SC
192 192 SC2712 20251016 ... 450.6 455 SC
193 193 SC2803 20251016 ... 449.9 449 SC
194 194 SC2806 20251016 ... 453.5 448 SC
195 195 SC2809 20251016 ... 451.8 448.9 SC
196 196 LU2511 20251016 ... 3147 3141 LU
197 197 LU2512 20251016 ... 3163 3158 LU
198 198 LU2601 20251016 ... 3163 3161 LU
199 199 LU2602 20251016 ... 3166 3162 LU
200 200 LU2603 20251016 ... 3165 3160 LU
201 201 LU2604 20251016 ... 3176 3161 LU
202 202 LU2605 20251016 ... 3184 3163 LU
203 203 LU2606 20251016 ... 3192 3160 LU
204 204 LU2607 20251016 ... 3191 3175 LU
205 205 LU2608 20251016 ... 3192 3173 LU
206 206 LU2609 20251016 ... 3192 3159 LU
207 207 LU2610 20251016 ... 3185 3152 LU
208 208 FU2511 20251016 ... 2761 2725 FU
209 209 FU2512 20251016 ... 2718 2685 FU
210 210 FU2601 20251016 ... 2694 2669 FU
211 211 FU2602 20251016 ... 2675 2652 FU
212 212 FU2603 20251016 ... 2666 2649 FU
213 213 FU2604 20251016 ... 2663 2647 FU
214 214 FU2605 20251016 ... 2657 2641 FU
215 215 FU2606 20251016 ... 2647 2634 FU
216 216 FU2607 20251016 ... 2642 2626 FU
217 217 FU2608 20251016 ... 2612 2600 FU
218 218 FU2609 20251016 ... 2606 2594 FU
219 219 FU2610 20251016 ... 2595 2584 FU
220 220 BU2511 20251016 ... 3265 3261 BU
221 221 BU2512 20251016 ... 3191 3185 BU
222 222 BU2601 20251016 ... 3161 3149 BU
223 223 BU2602 20251016 ... 3171 3157 BU
224 224 BU2603 20251016 ... 3195 3180 BU
225 225 BU2604 20251016 ... 3199 3188 BU
226 226 BU2605 20251016 ... 3202 3194 BU
227 227 BU2606 20251016 ... 3206 3199 BU
228 228 BU2607 20251016 ... 3213 3222 BU
229 229 BU2608 20251016 ... 3202 3202 BU
230 230 BU2609 20251016 ... 3208 3202 BU
231 231 BU2610 20251016 ... 3187 3202 BU
232 232 BU2612 20251016 ... 3149 3148 BU
233 233 BU2703 20251016 ... 3154 3161 BU
234 234 BU2706 20251016 ... 3168 3168 BU
235 235 BU2709 20251016 ... 3171 3172 BU
236 236 BR2511 20251016 ... 11005 10805 BR
237 237 BR2512 20251016 ... 10930 10745 BR
238 238 BR2601 20251016 ... 10930 10740 BR
239 239 BR2602 20251016 ... 10925 10755 BR
240 240 BR2603 20251016 ... 10890 10760 BR
241 241 BR2604 20251016 ... 10875 10795 BR
242 242 BR2605 20251016 ... 10915 10800 BR
243 243 BR2606 20251016 ... 10980 10865 BR
244 244 BR2607 20251016 ... 11065 11025 BR
245 245 BR2608 20251016 ... 11080 11040 BR
246 246 BR2609 20251016 ... 11180 11080 BR
247 247 BR2610 20251016 ... 11080 11080 BR
248 248 RU2511 20251016 ... 14105 14095 RU
249 249 RU2601 20251016 ... 14845 14850 RU
250 250 RU2603 20251016 ... 14820 14835 RU
251 251 RU2604 20251016 ... 14885 14860 RU
252 252 RU2605 20251016 ... 14830 14855 RU
253 253 RU2606 20251016 ... 14815 14865 RU
254 254 RU2607 20251016 ... 14885 14905 RU
255 255 RU2608 20251016 ... 14865 14915 RU
256 256 RU2609 20251016 ... 14825 14905 RU
257 257 RU2610 20251016 ... 14810 14905 RU
258 258 NR2511 20251016 ... 12295 12110 NR
259 259 NR2512 20251016 ... 12245 12085 NR
260 260 NR2601 20251016 ... 12215 12075 NR
261 261 NR2602 20251016 ... 12195 12055 NR
262 262 NR2603 20251016 ... 12185 12085 NR
263 263 NR2604 20251016 ... 12145 12050 NR
264 264 NR2605 20251016 ... 12165 12045 NR
265 265 NR2606 20251016 ... 12140 12110 NR
266 266 NR2607 20251016 ... 12100 12155 NR
267 267 NR2608 20251016 ... 12090 12090 NR
268 268 NR2609 20251016 ... 12180 12185 NR
269 269 NR2610 20251016 ... 12185 12185 NR
270 270 SP2511 20251016 ... 4850 4854 SP
271 271 SP2512 20251016 ... 4874 4878 SP
272 272 SP2601 20251016 ... 5154 5174 SP
273 273 SP2602 20251016 ... 5168 5188 SP
274 274 SP2603 20251016 ... 5188 5206 SP
275 275 SP2604 20251016 ... 5196 5226 SP
276 276 SP2605 20251016 ... 5220 5240 SP
277 277 SP2606 20251016 ... 5228 5252 SP
278 278 SP2607 20251016 ... 5220 5248 SP
279 279 SP2608 20251016 ... 5234 5248 SP
280 280 SP2609 20251016 ... 5220 5244 SP
281 281 SP2610 20251016 ... 5244 5244 SP
282 282 OP2601 20251016 ... 4210 4214 OP
283 283 OP2602 20251016 ... 4224 4224 OP
284 284 OP2603 20251016 ... 4216 4216 OP
285 285 OP2604 20251016 ... 4232 4232 OP
286 286 OP2605 20251016 ... 4216 4236 OP
287 287 OP2606 20251016 ... 4184 4202 OP
288 288 OP2607 20251016 ... 4242 4242 OP
289 289 OP2608 20251016 ... 4268 4268 OP
290 290 OP2609 20251016 ... 4220 4220 OP
291 291 OP2610 20251016 ... 4220 4220 OP
292 292 EC2510 20251016 ... 1112 1128.2 EC
293 293 EC2512 20251016 ... 1663 1713.4 EC
294 294 EC2602 20251016 ... 1427.9 1481.1 EC
295 295 EC2604 20251016 ... 1114.5 1148.9 EC
296 296 EC2606 20251016 ... 1283.7 1315.7 EC
297 297 EC2608 20251016 ... 1418.2 1458.2 EC
298 298 SC_TAS2511 20251016 ... SC_TAS
299 299 SC_TAS2512 20251016 ... SC_TAS
300 300 SC_TAS2601 20251016 ... SC_TAS
301 301 SC_TAS2602 20251016 ... SC_TAS
[302 rows x 13 columns]
2025-10-17 18:26:33,777 - future_1d - INFO - ak.get_shfe_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 IC2510 20251016 7242.200 ... 7212.600 7272.000 IC
1 IC2511 20251016 7183.200 ... 7111.800 7190.400 IC
2 IC2512 20251016 7123.000 ... 7046.600 7134.400 IC
3 IC2603 20251016 6957.800 ... 6881.600 6972.000 IC
4 IF2510 20251016 4596.400 ... 4611.200 4596.400 IF
5 IF2511 20251016 4573.000 ... 4596.800 4583.800 IF
6 IF2512 20251016 4561.000 ... 4585.800 4572.600 IF
7 IF2603 20251016 4546.400 ... 4564.200 4551.200 IF
8 IH2510 20251016 2994.600 ... 3018.000 2996.800 IH
9 IH2511 20251016 2994.200 ... 3017.200 2994.000 IH
10 IH2512 20251016 2991.000 ... 3017.400 2995.000 IH
11 IH2603 20251016 2989.600 ... 3016.800 2996.000 IH
12 IM2510 20251016 7440.400 ... 7394.000 7451.600 IM
13 IM2511 20251016 7334.000 ... 7276.800 7357.600 IM
14 IM2512 20251016 7255.000 ... 7190.600 7273.800 IM
15 IM2603 20251016 7040.000 ... 6971.400 7054.200 IM
16 T2512 20251016 108.115 ... 108.160 108.100 T
17 T2603 20251016 107.800 ... 107.865 107.780 T
18 T2606 20251016 107.720 ... 107.775 107.705 T
19 TF2512 20251016 105.710 ... 105.705 105.715 TF
20 TF2603 20251016 105.640 ... 105.610 105.610 TF
21 TF2606 20251016 105.610 ... 105.630 105.615 TF
22 TL2512 20251016 114.660 ... 115.020 114.480 TL
23 TL2603 20251016 114.450 ... 114.720 114.160 TL
24 TL2606 20251016 114.280 ... 114.590 114.100 TL
25 TS2512 20251016 102.382 ... 102.368 102.372 TS
26 TS2603 20251016 102.276 ... 102.280 102.274 TS
27 TS2606 20251016 102.316 ... 102.316 102.316 TS
[28 rows x 12 columns]
2025-10-17 18:26:33,927 - future_1d - INFO - ak.get_cffex_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 PS2510 20251016 0.0 ... 52555.0 50755.0 PS
1 PS2511 20251016 50690.0 ... 51755.0 50805.0 PS
2 PS2512 20251016 53160.0 ... 54225.0 53270.0 PS
3 PS2601 20251016 53280.0 ... 54180.0 53165.0 PS
4 PS2602 20251016 52830.0 ... 53995.0 52840.0 PS
5 PS2603 20251016 52705.0 ... 53925.0 52690.0 PS
6 PS2604 20251016 52790.0 ... 53825.0 52600.0 PS
7 PS2605 20251016 52985.0 ... 53700.0 52730.0 PS
8 PS2606 20251016 54475.0 ... 55560.0 54525.0 PS
9 PS2607 20251016 54050.0 ... 55495.0 54410.0 PS
10 PS2608 20251016 53775.0 ... 55065.0 54125.0 PS
11 PS2609 20251016 53780.0 ... 54750.0 53855.0 PS
13 SI2510 20251016 8620.0 ... 8615.0 8620.0 SI
14 SI2511 20251016 8555.0 ... 8575.0 8595.0 SI
15 SI2512 20251016 8955.0 ... 8955.0 8965.0 SI
16 SI2601 20251016 8885.0 ... 8895.0 8905.0 SI
17 SI2602 20251016 8915.0 ... 8890.0 8885.0 SI
18 SI2603 20251016 8890.0 ... 8895.0 8910.0 SI
19 SI2604 20251016 8880.0 ... 8920.0 8940.0 SI
20 SI2605 20251016 8880.0 ... 8925.0 8935.0 SI
21 SI2606 20251016 8940.0 ... 8930.0 8960.0 SI
22 SI2607 20251016 8950.0 ... 8950.0 8935.0 SI
23 SI2608 20251016 8895.0 ... 8965.0 8960.0 SI
24 SI2609 20251016 8950.0 ... 8965.0 8975.0 SI
27 LC2510 20251016 73600.0 ... 73660.0 73220.0 LC
28 LC2511 20251016 72820.0 ... 73820.0 73100.0 LC
29 LC2512 20251016 73000.0 ... 74080.0 73200.0 LC
30 LC2601 20251016 73200.0 ... 74060.0 73200.0 LC
31 LC2602 20251016 72720.0 ... 73780.0 73100.0 LC
32 LC2603 20251016 72800.0 ... 73820.0 72980.0 LC
33 LC2604 20251016 73540.0 ... 74340.0 73640.0 LC
34 LC2605 20251016 73500.0 ... 74320.0 73680.0 LC
35 LC2606 20251016 73580.0 ... 74200.0 73620.0 LC
36 LC2607 20251016 73320.0 ... 74220.0 73560.0 LC
37 LC2608 20251016 73980.0 ... 74460.0 73840.0 LC
38 LC2609 20251016 73820.0 ... 74460.0 73940.0 LC
[36 rows x 12 columns]
2025-10-17 18:26:34,212 - future_1d - INFO - ak.get_gfex_daily('2025-10-16') done
2025-10-17 18:26:35,982 - future_1d - INFO - save future_daily 2025-10-16 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251017 9170.0 9205.0 ... 128.61 9187.0 9182.0 AP
1 AP511 20251017 8605.0 8894.0 ... 5300.07 8760.0 8631.0 AP
2 AP512 20251017 8602.0 8800.0 ... 4850.62 8677.0 8565.0 AP
3 AP601 20251017 8550.0 8850.0 ... 1421456.27 8669.0 8565.0 AP
4 AP603 20251017 8459.0 8694.0 ... 6020.74 8564.0 8454.0 AP
5 AP604 20251017 8459.0 8741.0 ... 2925.21 8604.0 8506.0 AP
6 AP605 20251017 8520.0 8868.0 ... 144209.77 8654.0 8553.0 AP
7 CF511 20251017 13355.0 13425.0 ... 41938.11 13375.0 13355.0 CF
8 CF601 20251017 13320.0 13380.0 ... 1200405.96 13335.0 13290.0 CF
9 CF603 20251017 13345.0 13400.0 ... 120791.63 13360.0 13310.0 CF
10 CF605 20251017 13370.0 13435.0 ... 271007.61 13390.0 13345.0 CF
11 CF607 20251017 13390.0 13450.0 ... 971.95 13405.0 13375.0 CF
12 CF609 20251017 13530.0 13600.0 ... 3382.27 13555.0 13525.0 CF
13 CJ512 20251017 11215.0 11330.0 ... 8309.27 11250.0 11115.0 CJ
14 CJ601 20251017 11355.0 11480.0 ... 1131335.38 11405.0 11240.0 CJ
15 CJ603 20251017 11255.0 11415.0 ... 16874.78 11340.0 11200.0 CJ
16 CJ605 20251017 11400.0 11520.0 ... 226913.15 11435.0 11310.0 CJ
17 CJ607 20251017 11485.0 11600.0 ... 4037.87 11520.0 11415.0 CJ
18 CJ609 20251017 11620.0 11725.0 ... 2464.54 11655.0 11535.0 CJ
19 CY510 20251017 0.0 0.0 ... 0.00 19545.0 19475.0 CY
20 CY511 20251017 19755.0 19800.0 ... 1404.23 19780.0 19720.0 CY
21 CY512 20251017 0.0 0.0 ... 0.00 19150.0 19150.0 CY
22 CY601 20251017 19385.0 19505.0 ... 122154.26 19445.0 19375.0 CY
23 CY602 20251017 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251017 19520.0 19530.0 ... 29.29 19525.0 19540.0 CY
25 CY604 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251017 0.0 0.0 ... 0.00 19590.0 19570.0 CY
27 CY606 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251017 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251017 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251017 0.0 0.0 ... 0.00 19740.0 19725.0 CY
31 FG510 20251017 1010.0 1010.0 ... 20.20 1010.0 1024.0 FG
32 FG511 20251017 1035.0 1038.0 ... 28607.10 1019.0 1031.0 FG
33 FG512 20251017 1147.0 1147.0 ... 119233.84 1122.0 1138.0 FG
34 FG601 20251017 1145.0 1145.0 ... 5017632.55 1118.0 1137.0 FG
35 FG602 20251017 1213.0 1213.0 ... 70352.69 1184.0 1204.0 FG
36 FG603 20251017 1215.0 1215.0 ... 155715.52 1188.0 1206.0 FG
37 FG604 20251017 1282.0 1283.0 ... 1227.05 1252.0 1271.0 FG
38 FG605 20251017 1284.0 1284.0 ... 216091.54 1252.0 1271.0 FG
39 FG606 20251017 1311.0 1311.0 ... 3098.04 1289.0 1310.0 FG
40 FG607 20251017 1300.0 1303.0 ... 1762.20 1283.0 1301.0 FG
41 FG608 20251017 1356.0 1356.0 ... 1606.99 1337.0 1353.0 FG
42 FG609 20251017 1357.0 1358.0 ... 8075.22 1336.0 1353.0 FG
43 JR511 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251017 2380.0 2380.0 ... 242.47 2245.0 2245.0 MA
52 MA511 20251017 2296.0 2298.0 ... 11643.74 2267.0 2282.0 MA
53 MA512 20251017 2308.0 2309.0 ... 67525.69 2280.0 2293.0 MA
54 MA601 20251017 2314.0 2318.0 ... 1496104.42 2289.0 2296.0 MA
55 MA602 20251017 2338.0 2351.0 ... 39245.75 2314.0 2316.0 MA
56 MA603 20251017 2348.0 2349.0 ... 70874.63 2320.0 2328.0 MA
57 MA604 20251017 2326.0 2328.0 ... 37.13 2321.0 2334.0 MA
58 MA605 20251017 2322.0 2335.0 ... 146210.61 2304.0 2314.0 MA
59 MA606 20251017 2316.0 2316.0 ... 18.41 2302.0 2312.0 MA
60 MA607 20251017 2302.0 2302.0 ... 50.18 2281.0 2295.0 MA
61 MA608 20251017 2293.0 2299.0 ... 29.65 2280.0 2291.0 MA
62 MA609 20251017 2280.0 2290.0 ... 2051.74 2260.0 2266.0 MA
63 OI511 20251017 10099.0 10103.0 ... 34091.60 10048.0 10099.0 OI
64 OI601 20251017 9936.0 9946.0 ... 2244069.40 9894.0 9937.0 OI
65 OI603 20251017 9738.0 9742.0 ... 260093.44 9690.0 9735.0 OI
66 OI605 20251017 9491.0 9512.0 ... 119267.03 9488.0 9494.0 OI
67 OI607 20251017 9438.0 9459.0 ... 1198.94 9440.0 9445.0 OI
68 OI609 20251017 9415.0 9419.0 ... 564.11 9402.0 9414.0 OI
69 PF510 20251017 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251017 6104.0 6140.0 ... 26196.09 6100.0 6098.0 PF
71 PF512 20251017 6090.0 6100.0 ... 539301.68 6068.0 6072.0 PF
72 PF601 20251017 6102.0 6110.0 ... 70178.51 6076.0 6088.0 PF
73 PF602 20251017 6096.0 6096.0 ... 476154.77 6062.0 6066.0 PF
74 PF603 20251017 6082.0 6082.0 ... 299434.93 6050.0 6052.0 PF
75 PF604 20251017 6124.0 6124.0 ... 60.93 6094.0 6104.0 PF
76 PF605 20251017 6116.0 6118.0 ... 82.30 6096.0 6112.0 PF
77 PF606 20251017 0.0 0.0 ... 0.00 6090.0 6100.0 PF
78 PF607 20251017 6112.0 6112.0 ... 3.06 6112.0 6136.0 PF
79 PF608 20251017 6128.0 6128.0 ... 3.06 6128.0 6182.0 PF
80 PF609 20251017 6132.0 6132.0 ... 3.07 6132.0 6174.0 PF
81 PK510 20251017 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251017 7772.0 7786.0 ... 18300.19 7758.0 7806.0 PK
83 PK512 20251017 7858.0 7890.0 ... 107238.90 7864.0 7890.0 PK
84 PK601 20251017 7972.0 8016.0 ... 376924.22 7968.0 7998.0 PK
85 PK603 20251017 8022.0 8080.0 ... 118303.92 8048.0 8058.0 PK
86 PK604 20251017 8038.0 8078.0 ... 627.23 8042.0 8050.0 PK
87 PK605 20251017 8064.0 8102.0 ... 17665.48 8066.0 8074.0 PK
88 PL601 20251017 6115.0 6117.0 ... 109614.61 6049.0 6087.0 PL
89 PL602 20251017 6146.0 6146.0 ... 41693.45 6085.0 6124.0 PL
90 PL603 20251017 6144.0 6144.0 ... 27985.18 6078.0 6129.0 PL
91 PL604 20251017 0.0 0.0 ... 0.00 6078.0 6132.0 PL
92 PL605 20251017 6105.0 6105.0 ... 121.36 6068.0 6106.0 PL
93 PL606 20251017 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251017 6245.0 6245.0 ... 24.98 6245.0 6120.0 PL
95 PL608 20251017 0.0 0.0 ... 0.00 6106.0 6106.0 PL
96 PL609 20251017 0.0 0.0 ... 0.00 6166.0 6232.0 PL
97 PM511 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251017 5648.0 5658.0 ... 4999.66 5650.0 5586.0 PR
104 PR511 20251017 5602.0 5612.0 ... 23601.10 5582.0 5596.0 PR
105 PR512 20251017 5604.0 5616.0 ... 648443.66 5578.0 5592.0 PR
106 PR601 20251017 5580.0 5584.0 ... 647871.80 5542.0 5560.0 PR
107 PR602 20251017 5622.0 5622.0 ... 144456.76 5586.0 5612.0 PR
108 PR603 20251017 5600.0 5600.0 ... 209.10 5576.0 5602.0 PR
109 PR604 20251017 5582.0 5604.0 ... 92.32 5596.0 5606.0 PR
110 PR605 20251017 5618.0 5620.0 ... 176.84 5614.0 5624.0 PR
111 PR606 20251017 0.0 0.0 ... 0.00 5650.0 5656.0 PR
112 PR607 20251017 0.0 0.0 ... 0.00 5652.0 5656.0 PR
113 PR608 20251017 0.0 0.0 ... 0.00 5666.0 5702.0 PR
114 PR609 20251017 0.0 0.0 ... 0.00 5662.0 5678.0 PR
115 PX510 20251017 0.0 0.0 ... 0.00 6314.0 6326.0 PX
116 PX511 20251017 6382.0 6390.0 ... 29548.75 6330.0 6356.0 PX
117 PX512 20251017 6382.0 6400.0 ... 133131.92 6350.0 6354.0 PX
118 PX601 20251017 6376.0 6394.0 ... 458670.60 6334.0 6346.0 PX
119 PX602 20251017 6384.0 6404.0 ... 266298.41 6346.0 6356.0 PX
120 PX603 20251017 6382.0 6402.0 ... 158222.09 6332.0 6358.0 PX
121 PX604 20251017 0.0 0.0 ... 0.00 6312.0 6358.0 PX
122 PX605 20251017 6402.0 6424.0 ... 1919.63 6356.0 6394.0 PX
123 PX606 20251017 6412.0 6412.0 ... 12.76 6382.0 6424.0 PX
124 PX607 20251017 0.0 0.0 ... 0.00 6344.0 6418.0 PX
125 PX608 20251017 0.0 0.0 ... 0.00 6362.0 6434.0 PX
126 PX609 20251017 6396.0 6398.0 ... 31.93 6386.0 6452.0 PX
127 RI511 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251017 2409.0 2413.0 ... 2953.16 2395.0 2398.0 RM
134 RM601 20251017 2366.0 2376.0 ... 607340.54 2338.0 2365.0 RM
135 RM603 20251017 2308.0 2316.0 ... 11487.95 2292.0 2304.0 RM
136 RM605 20251017 2311.0 2313.0 ... 117894.23 2292.0 2302.0 RM
137 RM607 20251017 2298.0 2303.0 ... 9980.30 2284.0 2294.0 RM
138 RM608 20251017 2408.0 2408.0 ... 502.38 2392.0 2402.0 RM
139 RM609 20251017 2398.0 2400.0 ... 3459.53 2386.0 2394.0 RM
140 RS511 20251017 5272.0 5380.0 ... 36.96 5280.0 5256.0 RS
141 RS607 20251017 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251017 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251017 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251017 1150.0 1150.0 ... 644.17 1130.0 1138.0 SA
145 SA511 20251017 1165.0 1165.0 ... 18116.76 1147.0 1155.0 SA
146 SA512 20251017 1224.0 1227.0 ... 153891.39 1208.0 1217.0 SA
147 SA601 20251017 1240.0 1240.0 ... 2547460.89 1219.0 1227.0 SA
148 SA602 20251017 1273.0 1275.0 ... 74440.35 1255.0 1262.0 SA
149 SA603 20251017 1283.0 1284.0 ... 219249.67 1264.0 1269.0 SA
150 SA604 20251017 1318.0 1318.0 ... 2844.80 1298.0 1311.0 SA
151 SA605 20251017 1324.0 1327.0 ... 150285.20 1305.0 1317.0 SA
152 SA606 20251017 1336.0 1337.0 ... 1192.92 1325.0 1336.0 SA
153 SA607 20251017 1340.0 1341.0 ... 2364.60 1331.0 1340.0 SA
154 SA608 20251017 1379.0 1379.0 ... 946.82 1360.0 1375.0 SA
155 SA609 20251017 1384.0 1384.0 ... 6970.24 1370.0 1382.0 SA
156 SF510 20251017 5300.0 5300.0 ... 200.50 5276.0 5266.0 SF
157 SF511 20251017 5464.0 5480.0 ... 73119.39 5440.0 5430.0 SF
158 SF512 20251017 5466.0 5466.0 ... 94354.58 5424.0 5434.0 SF
159 SF601 20251017 5450.0 5456.0 ... 365728.12 5414.0 5410.0 SF
160 SF602 20251017 5410.0 5410.0 ... 58167.88 5370.0 5362.0 SF
161 SF603 20251017 5576.0 5584.0 ... 129522.15 5520.0 5532.0 SF
162 SF604 20251017 5510.0 5510.0 ... 5.51 5508.0 5504.0 SF
163 SF605 20251017 5548.0 5548.0 ... 3772.21 5500.0 5498.0 SF
164 SF606 20251017 5460.0 5460.0 ... 2.73 5460.0 5440.0 SF
165 SF607 20251017 5628.0 5638.0 ... 8.45 5632.0 5630.0 SF
166 SF608 20251017 0.0 0.0 ... 0.00 5632.0 5632.0 SF
167 SF609 20251017 5606.0 5622.0 ... 78.41 5602.0 5620.0 SF
168 SH510 20251017 0.0 0.0 ... 0.00 2367.0 2417.0 SH
169 SH511 20251017 2424.0 2428.0 ... 52350.70 2368.0 2424.0 SH
170 SH512 20251017 2480.0 2480.0 ... 135955.48 2415.0 2475.0 SH
171 SH601 20251017 2455.0 2455.0 ... 3009243.57 2400.0 2451.0 SH
172 SH602 20251017 2488.0 2488.0 ... 580436.98 2451.0 2477.0 SH
173 SH603 20251017 2490.0 2490.0 ... 480021.16 2463.0 2483.0 SH
174 SH604 20251017 2533.0 2535.0 ... 515.93 2492.0 2540.0 SH
175 SH605 20251017 2550.0 2550.0 ... 27719.27 2499.0 2546.0 SH
176 SH606 20251017 2571.0 2572.0 ... 535.21 2513.0 2584.0 SH
177 SH607 20251017 2570.0 2570.0 ... 386.78 2528.0 2584.0 SH
178 SH608 20251017 2584.0 2584.0 ... 130.35 2556.0 2607.0 SH
179 SH609 20251017 2596.0 2600.0 ... 702.38 2573.0 2606.0 SH
180 SM510 20251017 5620.0 5620.0 ... 1991.75 5612.0 5634.0 SM
181 SM511 20251017 5750.0 5754.0 ... 7294.98 5716.0 5744.0 SM
182 SM512 20251017 5750.0 5760.0 ... 274740.52 5726.0 5760.0 SM
183 SM601 20251017 5770.0 5774.0 ... 462441.93 5724.0 5758.0 SM
184 SM602 20251017 5764.0 5774.0 ... 157530.17 5732.0 5766.0 SM
185 SM603 20251017 5752.0 5788.0 ... 322807.03 5746.0 5778.0 SM
186 SM604 20251017 0.0 0.0 ... 0.00 5754.0 5788.0 SM
187 SM605 20251017 5798.0 5808.0 ... 13881.25 5768.0 5796.0 SM
188 SM606 20251017 5770.0 5772.0 ... 28.83 5766.0 5796.0 SM
189 SM607 20251017 5782.0 5782.0 ... 5.77 5766.0 5800.0 SM
190 SM608 20251017 5792.0 5792.0 ... 5.78 5776.0 5808.0 SM
191 SM609 20251017 5812.0 5824.0 ... 1152.91 5794.0 5828.0 SM
192 SR511 20251017 5408.0 5415.0 ... 12079.94 5398.0 5395.0 SR
193 SR601 20251017 5420.0 5430.0 ... 830319.30 5415.0 5403.0 SR
194 SR603 20251017 5398.0 5412.0 ... 204704.93 5399.0 5387.0 SR
195 SR605 20251017 5390.0 5393.0 ... 91801.35 5380.0 5368.0 SR
196 SR607 20251017 5384.0 5397.0 ... 3619.99 5387.0 5375.0 SR
197 SR609 20251017 5400.0 5406.0 ... 2848.80 5395.0 5381.0 SR
198 TA510 20251017 4400.0 4400.0 ... 754.96 4378.0 4400.0 TA
199 TA511 20251017 4416.0 4426.0 ... 31606.79 4392.0 4410.0 TA
200 TA512 20251017 4410.0 4438.0 ... 228955.64 4406.0 4420.0 TA
201 TA601 20251017 4456.0 4458.0 ... 1236124.38 4424.0 4442.0 TA
202 TA602 20251017 4466.0 4470.0 ... 258362.88 4436.0 4452.0 TA
203 TA603 20251017 4476.0 4486.0 ... 101488.76 4450.0 4470.0 TA
204 TA604 20251017 4490.0 4490.0 ... 4.49 4490.0 4480.0 TA
205 TA605 20251017 4514.0 4514.0 ... 97387.38 4482.0 4504.0 TA
206 TA606 20251017 0.0 0.0 ... 0.00 4474.0 4524.0 TA
207 TA607 20251017 0.0 0.0 ... 0.00 4490.0 4526.0 TA
208 TA608 20251017 0.0 0.0 ... 0.00 4508.0 4538.0 TA
209 TA609 20251017 4556.0 4556.0 ... 1280.55 4518.0 4538.0 TA
210 UR510 20251017 1495.0 1500.0 ... 622.04 1495.0 1495.0 UR
211 UR511 20251017 1581.0 1584.0 ... 8656.18 1576.0 1573.0 UR
212 UR512 20251017 1587.0 1594.0 ... 21963.87 1587.0 1587.0 UR
213 UR601 20251017 1604.0 1608.0 ... 349464.13 1600.0 1597.0 UR
214 UR602 20251017 1614.0 1614.0 ... 14233.11 1606.0 1608.0 UR
215 UR603 20251017 1658.0 1667.0 ... 216.10 1662.0 1655.0 UR
216 UR604 20251017 1667.0 1670.0 ... 106.77 1668.0 1669.0 UR
217 UR605 20251017 1673.0 1679.0 ... 32217.57 1671.0 1670.0 UR
218 UR606 20251017 1681.0 1682.0 ... 160.98 1677.0 1674.0 UR
219 UR607 20251017 1714.0 1714.0 ... 23.95 1711.0 1707.0 UR
220 UR608 20251017 1709.0 1710.0 ... 20.49 1708.0 1706.0 UR
221 UR609 20251017 1704.0 1708.0 ... 228.34 1704.0 1704.0 UR
222 WH511 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:26:41,487 - future_1d - INFO - ak.get_czce_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251017 442.6 443.4 ... 2711807.83 437.9 443.2 SC
1 SC2512 20251017 444 445.6 ... 3930667.83 439.6 445.6 SC
2 SC2601 20251017 444.2 445.7 ... 619601.49 439.5 446 SC
3 SC2602 20251017 444.8 446.2 ... 66816.54 439.2 446.7 SC
4 SC2603 20251017 446.2 447 ... 18022.51 440.6 447.3 SC
5 SC2604 20251017 446.6 446.6 ... 6111.94 439.7 448.3 SC
6 SC2605 20251017 447.6 448 ... 9077.28 440.6 449.4 SC
7 SC2606 20251017 447.7 449 ... 11005.71 441.9 449.9 SC
8 SC2607 20251017 449 449.4 ... 932.48 444 451.9 SC
9 SC2608 20251017 449.8 450.6 ... 668.35 445.5 452.2 SC
10 SC2609 20251017 449.4 452.8 ... 1069.69 445.7 451.7 SC
11 SC2610 20251017 ... 0 447.3 449.7 SC
12 SC2612 20251017 445.1 446.8 ... 267.39 445.6 451.8 SC
13 SC2703 20251017 448.1 448.1 ... 89.62 448.1 450.7 SC
14 SC2706 20251017 ... 0 451.7 453.6 SC
15 SC2709 20251017 ... 0 450.2 450.2 SC
16 SC2712 20251017 444.1 447.6 ... 133.57 445.2 450.6 SC
17 SC2803 20251017 446 446 ... 44.6 446 449.9 SC
18 SC2806 20251017 445.9 449.6 ... 312.99 447.1 453.5 SC
19 SC2809 20251017 447 450.1 ... 1572.51 449.2 451.8 SC
21 LU2511 20251017 3136 3142 ... 17529.145 3069 3147 LU
22 LU2512 20251017 3161 3161 ... 339143.027 3096 3163 LU
23 LU2601 20251017 3156 3156 ... 216954.143 3101 3163 LU
24 LU2602 20251017 3159 3159 ... 49381.996 3115 3166 LU
25 LU2603 20251017 3156 3157 ... 4964.75 3116 3165 LU
26 LU2604 20251017 3140 3140 ... 43.579 3112 3176 LU
27 LU2605 20251017 3148 3161 ... 127.562 3111 3184 LU
28 LU2606 20251017 3157 3157 ... 24.939 3117 3192 LU
29 LU2607 20251017 3160 3168 ... 110.012 3143 3191 LU
30 LU2608 20251017 3157 3161 ... 84.601 3133 3192 LU
31 LU2609 20251017 3170 3178 ... 129.337 3154 3192 LU
32 LU2610 20251017 3150 3150 ... 25.038 3129 3185 LU
34 NR2511 20251017 12325 12425 ... 274418.315 12340 12295 NR
35 NR2512 20251017 12300 12360 ... 798817.15 12290 12245 NR
36 NR2601 20251017 12240 12290 ... 219539.39 12215 12215 NR
37 NR2602 20251017 12165 12240 ... 20717.32 12155 12195 NR
38 NR2603 20251017 12160 12210 ... 4097.445 12120 12185 NR
39 NR2604 20251017 12130 12195 ... 993.87 12120 12145 NR
40 NR2605 20251017 12165 12215 ... 654.505 12120 12165 NR
41 NR2606 20251017 12195 12195 ... 121.27 12125 12140 NR
42 NR2607 20251017 12160 12160 ... 36.44 12145 12100 NR
43 NR2608 20251017 12175 12175 ... 12.175 12175 12090 NR
44 NR2609 20251017 12195 12245 ... 36.655 12215 12180 NR
45 NR2610 20251017 12285 12285 ... 24.535 12265 12185 NR
47 BC2511 20251017 75010 75860 ... 310009.74 75250 75500 BC
48 BC2512 20251017 75200 75880 ... 40882.03 75350 75590 BC
49 BC2601 20251017 75510 75510 ... 37.755 75510 76570 BC
50 BC2602 20251017 ... 0 75800 75800 BC
51 BC2603 20251017 ... 0 75870 75870 BC
52 BC2604 20251017 ... 0 76440 76520 BC
53 BC2605 20251017 ... 0 75900 75900 BC
54 BC2606 20251017 ... 0 75880 75880 BC
55 BC2607 20251017 ... 0 76570 76570 BC
56 BC2608 20251017 ... 0 75800 75800 BC
57 BC2609 20251017 ... 0 76130 76130 BC
58 BC2610 20251017 ... 0 76130 76130 BC
60 EC2510 20251017 1107.9 1108.2 ... 8680.6755 1098.8 1112 EC
61 EC2512 20251017 1658.1 1698.6 ... 247387.476 1658.2 1663 EC
62 EC2602 20251017 1430 1484.5 ... 37672.6205 1459.8 1427.9 EC
63 EC2604 20251017 1130 1144 ... 17065.984 1126.4 1114.5 EC
64 EC2606 20251017 1298 1306.2 ... 1108.1375 1288.5 1283.7 EC
65 EC2608 20251017 1410 1428 ... 1002.164 1411.4 1418.2 EC
68 SC_TAS2511 20251017 ... SC_TAS
69 SC_TAS2512 20251017 ... SC_TAS
70 SC_TAS2601 20251017 ... SC_TAS
71 SC_TAS2602 20251017 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 18:26:41,560 - future_1d - INFO - ak.get_ine_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 a2511 20251017 4012.00 ... 4012.00 4000.00 A
1 a2601 20251017 4026.00 ... 4034.00 4020.00 A
2 a2603 20251017 4016.00 ... 4034.00 4022.00 A
3 a2605 20251017 4056.00 ... 4066.00 4053.00 A
4 a2607 20251017 4055.00 ... 4060.00 4049.00 A
5 a2609 20251017 4060.00 ... 4063.00 4053.00 A
6 b2510 20251017 0.00 ... 3600.00 3600.00 B
7 b2511 20251017 3583.00 ... 3582.00 3604.00 B
8 b2512 20251017 3607.00 ... 3595.00 3619.00 B
9 b2601 20251017 3626.00 ... 3609.00 3631.00 B
10 b2602 20251017 3640.00 ... 3618.00 3641.00 B
11 b2603 20251017 3604.00 ... 3585.00 3603.00 B
12 b2604 20251017 3512.00 ... 3504.00 3509.00 B
13 b2605 20251017 3450.00 ... 3441.00 3447.00 B
14 b2606 20251017 3423.00 ... 3408.00 3418.00 B
15 b2607 20251017 3428.00 ... 3410.00 3424.00 B
16 b2608 20251017 3527.00 ... 3511.00 3520.00 B
17 b2609 20251017 3549.00 ... 3534.00 3544.00 B
18 bb2511 20251017 0.00 ... 144.50 144.50 BB
19 bb2601 20251017 147.15 ... 147.15 147.35 BB
20 bb2603 20251017 0.00 ... 146.90 146.90 BB
21 bb2605 20251017 0.00 ... 147.70 147.70 BB
22 bb2607 20251017 0.00 ... 152.20 152.40 BB
23 bb2609 20251017 0.00 ... 152.20 152.40 BB
24 bz2603 20251017 5662.00 ... 5594.00 5589.00 BZ
25 bz2604 20251017 5644.00 ... 5583.00 5593.00 BZ
26 bz2605 20251017 5630.00 ... 5587.00 5571.00 BZ
27 bz2606 20251017 0.00 ... 5597.00 5597.00 BZ
28 bz2607 20251017 5609.00 ... 5603.00 5530.00 BZ
29 bz2608 20251017 5586.00 ... 5586.00 5601.00 BZ
30 bz2609 20251017 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251017 2111.00 ... 2114.00 2106.00 C
32 c2601 20251017 2135.00 ... 2128.00 2131.00 C
33 c2603 20251017 2164.00 ... 2158.00 2161.00 C
34 c2605 20251017 2238.00 ... 2231.00 2227.00 C
35 c2607 20251017 2248.00 ... 2243.00 2240.00 C
36 c2609 20251017 2262.00 ... 2259.00 2255.00 C
37 cs2511 20251017 2374.00 ... 2373.00 2389.00 CS
38 cs2601 20251017 2414.00 ... 2402.00 2416.00 CS
39 cs2603 20251017 2436.00 ... 2423.00 2434.00 CS
40 cs2605 20251017 2538.00 ... 2528.00 2535.00 CS
41 cs2607 20251017 2549.00 ... 2541.00 2549.00 CS
42 cs2609 20251017 2592.00 ... 2583.00 2587.00 CS
43 eb2510 20251017 6498.00 ... 6495.00 6442.00 EB
44 eb2511 20251017 6600.00 ... 6519.00 6524.00 EB
45 eb2512 20251017 6610.00 ... 6542.00 6552.00 EB
46 eb2601 20251017 6667.00 ... 6587.00 6597.00 EB
47 eb2602 20251017 6710.00 ... 6640.00 6648.00 EB
48 eb2603 20251017 6767.00 ... 6696.00 6711.00 EB
49 eb2604 20251017 6804.00 ... 6747.00 6741.00 EB
50 eb2605 20251017 6847.00 ... 6795.00 6714.00 EB
51 eb2606 20251017 6799.00 ... 6870.00 6809.00 EB
52 eb2607 20251017 0.00 ... 6836.00 6836.00 EB
53 eb2608 20251017 0.00 ... 6840.00 6840.00 EB
54 eb2609 20251017 6877.00 ... 6869.00 6896.00 EB
55 eg2510 20251017 4076.00 ... 4082.00 4092.00 EG
56 eg2511 20251017 4103.00 ... 4043.00 4071.00 EG
57 eg2512 20251017 4083.00 ... 4038.00 4053.00 EG
58 eg2601 20251017 4088.00 ... 4037.00 4056.00 EG
59 eg2602 20251017 4080.00 ... 4051.00 4082.00 EG
60 eg2603 20251017 4090.00 ... 4065.00 4073.00 EG
61 eg2604 20251017 4136.00 ... 4131.00 4150.00 EG
62 eg2605 20251017 4151.00 ... 4122.00 4144.00 EG
63 eg2606 20251017 4162.00 ... 4131.00 4159.00 EG
64 eg2607 20251017 4177.00 ... 4166.00 4171.00 EG
65 eg2608 20251017 4190.00 ... 4180.00 4163.00 EG
66 eg2609 20251017 4195.00 ... 4150.00 4171.00 EG
67 fb2510 20251017 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251017 1252.00 ... 1240.00 1253.50 FB
69 fb2512 20251017 1258.00 ... 1259.50 1255.50 FB
70 fb2601 20251017 1269.00 ... 1268.00 1263.00 FB
71 fb2602 20251017 1267.50 ... 1266.50 1264.00 FB
72 fb2603 20251017 1262.50 ... 1261.50 1260.00 FB
73 fb2604 20251017 1266.50 ... 1265.00 1261.50 FB
74 fb2605 20251017 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251017 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251017 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251017 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251017 0.00 ... 1296.00 1296.00 FB
79 i2510 20251017 0.00 ... 806.00 806.00 I
80 i2511 20251017 795.00 ... 789.00 790.50 I
81 i2512 20251017 786.00 ... 783.00 784.00 I
82 i2601 20251017 774.00 ... 771.50 772.50 I
83 i2602 20251017 772.50 ... 769.50 770.50 I
84 i2603 20251017 768.50 ... 766.00 765.50 I
85 i2604 20251017 765.00 ... 761.00 761.00 I
86 i2605 20251017 753.00 ... 750.50 750.50 I
87 i2606 20251017 748.50 ... 745.00 745.50 I
88 i2607 20251017 745.00 ... 740.50 741.00 I
89 i2608 20251017 739.00 ... 736.00 736.00 I
90 i2609 20251017 731.50 ... 729.00 729.50 I
91 j2510 20251017 0.00 ... 1600.00 1600.00 J
92 j2511 20251017 1624.50 ... 1621.00 1588.00 J
93 j2512 20251017 1655.50 ... 1649.00 1611.00 J
94 j2601 20251017 1672.50 ... 1682.50 1649.00 J
95 j2602 20251017 1708.00 ... 1707.00 1674.50 J
96 j2603 20251017 1749.50 ... 1738.50 1714.50 J
97 j2604 20251017 1808.00 ... 1808.00 1765.50 J
98 j2605 20251017 1828.00 ... 1828.50 1797.00 J
99 j2606 20251017 0.00 ... 1820.50 1820.50 J
100 j2607 20251017 0.00 ... 1833.50 1833.50 J
101 j2608 20251017 0.00 ... 1865.00 1865.00 J
102 j2609 20251017 1919.00 ... 1909.50 1876.00 J
103 jd2510 20251017 2798.00 ... 2734.00 2750.00 JD
104 jd2511 20251017 2810.00 ... 2819.00 2834.00 JD
105 jd2512 20251017 2972.00 ... 2965.00 2990.00 JD
106 jd2601 20251017 3168.00 ... 3176.00 3180.00 JD
107 jd2602 20251017 2983.00 ... 2968.00 3000.00 JD
108 jd2603 20251017 3000.00 ... 2974.00 3015.00 JD
109 jd2604 20251017 3131.00 ... 3108.00 3137.00 JD
110 jd2605 20251017 3340.00 ... 3310.00 3342.00 JD
111 jd2606 20251017 3233.00 ... 3211.00 3233.00 JD
112 jd2607 20251017 3475.00 ... 3459.00 3482.00 JD
113 jd2608 20251017 3962.00 ... 3951.00 3966.00 JD
114 jd2609 20251017 3860.00 ... 3845.00 3862.00 JD
115 jm2510 20251017 960.00 ... 960.00 999.00 JM
116 jm2511 20251017 1082.00 ... 1067.50 1057.00 JM
117 jm2512 20251017 1126.00 ... 1120.00 1098.50 JM
118 jm2601 20251017 1190.50 ... 1184.50 1162.00 JM
119 jm2602 20251017 1212.00 ... 1206.50 1188.00 JM
120 jm2603 20251017 1230.50 ... 1225.00 1208.50 JM
121 jm2604 20251017 1248.00 ... 1245.50 1227.00 JM
122 jm2605 20251017 1269.50 ... 1266.50 1244.00 JM
123 jm2606 20251017 1291.50 ... 1283.50 1267.00 JM
124 jm2607 20251017 1309.50 ... 1303.50 1282.00 JM
125 jm2608 20251017 1327.50 ... 1323.50 1303.00 JM
126 jm2609 20251017 1351.50 ... 1346.50 1327.50 JM
127 l2510 20251017 0.00 ... 6856.00 6856.00 L
128 l2511 20251017 6914.00 ... 6868.00 6889.00 L
129 l2512 20251017 6922.00 ... 6883.00 6899.00 L
130 l2601 20251017 6936.00 ... 6893.00 6907.00 L
131 l2602 20251017 6927.00 ... 6890.00 6911.00 L
132 l2603 20251017 6930.00 ... 6892.00 6926.00 L
133 l2604 20251017 6963.00 ... 6945.00 6961.00 L
134 l2605 20251017 6951.00 ... 6927.00 6947.00 L
135 l2606 20251017 6950.00 ... 6919.00 6960.00 L
136 l2607 20251017 6989.00 ... 6952.00 6977.00 L
137 l2608 20251017 6993.00 ... 6934.00 6991.00 L
138 l2609 20251017 7014.00 ... 6922.00 6983.00 L
139 lg2511 20251017 798.00 ... 800.50 796.00 LG
140 lg2601 20251017 823.50 ... 830.50 823.50 LG
141 lg2603 20251017 830.00 ... 832.50 829.50 LG
142 lg2605 20251017 832.00 ... 834.00 830.00 LG
143 lg2607 20251017 833.00 ... 834.00 829.50 LG
144 lg2609 20251017 835.50 ... 835.50 831.50 LG
145 lh2511 20251017 11135.00 ... 11105.00 11300.00 LH
146 lh2601 20251017 11910.00 ... 11815.00 11975.00 LH
147 lh2603 20251017 11545.00 ... 11375.00 11565.00 LH
148 lh2605 20251017 12125.00 ... 12000.00 12185.00 LH
149 lh2607 20251017 12945.00 ... 12770.00 12990.00 LH
150 lh2609 20251017 13740.00 ... 13580.00 13805.00 LH
151 m2511 20251017 2881.00 ... 2857.00 2893.00 M
152 m2512 20251017 2921.00 ... 2900.00 2931.00 M
153 m2601 20251017 2910.00 ... 2882.00 2915.00 M
154 m2603 20251017 2895.00 ... 2872.00 2896.00 M
155 m2605 20251017 2741.00 ... 2730.00 2741.00 M
156 m2607 20251017 2724.00 ... 2715.00 2725.00 M
157 m2608 20251017 2848.00 ... 2837.00 2848.00 M
158 m2609 20251017 2857.00 ... 2840.00 2854.00 M
159 p2510 20251017 0.00 ... 9120.00 9120.00 P
160 p2511 20251017 9218.00 ... 9254.00 9236.00 P
161 p2512 20251017 9278.00 ... 9282.00 9278.00 P
162 p2601 20251017 9328.00 ... 9334.00 9326.00 P
163 p2602 20251017 9338.00 ... 9336.00 9328.00 P
164 p2603 20251017 9338.00 ... 9352.00 9336.00 P
165 p2604 20251017 9330.00 ... 9330.00 9322.00 P
166 p2605 20251017 9260.00 ... 9294.00 9256.00 P
167 p2606 20251017 9226.00 ... 9208.00 9168.00 P
168 p2607 20251017 9104.00 ... 9126.00 9078.00 P
169 p2608 20251017 9058.00 ... 9034.00 9000.00 P
170 p2609 20251017 8962.00 ... 8974.00 8952.00 P
171 pg2510 20251017 0.00 ... 4339.00 4340.00 PG
172 pg2511 20251017 4268.00 ... 4241.00 4199.00 PG
173 pg2512 20251017 4130.00 ... 4109.00 4079.00 PG
174 pg2601 20251017 4029.00 ... 4001.00 3987.00 PG
175 pg2602 20251017 3930.00 ... 3907.00 3897.00 PG
176 pg2603 20251017 3850.00 ... 3821.00 3818.00 PG
177 pg2604 20251017 4209.00 ... 4180.00 4193.00 PG
178 pg2605 20251017 4136.00 ... 4078.00 4113.00 PG
179 pg2606 20251017 4057.00 ... 4011.00 4053.00 PG
180 pg2607 20251017 3983.00 ... 3972.00 3980.00 PG
181 pg2608 20251017 3936.00 ... 3902.00 3944.00 PG
182 pg2609 20251017 3892.00 ... 3842.00 3869.00 PG
183 pp2510 20251017 6455.00 ... 6455.00 6482.00 PP
184 pp2511 20251017 6557.00 ... 6508.00 6524.00 PP
185 pp2512 20251017 6591.00 ... 6550.00 6571.00 PP
186 pp2601 20251017 6620.00 ... 6583.00 6598.00 PP
187 pp2602 20251017 6625.00 ... 6585.00 6594.00 PP
188 pp2603 20251017 6621.00 ... 6585.00 6587.00 PP
189 pp2604 20251017 6642.00 ... 6604.00 6641.00 PP
190 pp2605 20251017 6669.00 ... 6630.00 6643.00 PP
191 pp2606 20251017 6618.00 ... 6583.00 6609.00 PP
192 pp2607 20251017 6623.00 ... 6587.00 6591.00 PP
193 pp2608 20251017 6639.00 ... 6616.00 6639.00 PP
194 pp2609 20251017 6691.00 ... 6657.00 6666.00 PP
195 rr2510 20251017 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251017 3613.00 ... 3616.00 3615.00 RR
197 rr2512 20251017 3608.00 ... 3598.00 3606.00 RR
198 rr2601 20251017 3629.00 ... 3627.00 3626.00 RR
199 rr2602 20251017 3615.00 ... 3617.00 3614.00 RR
200 rr2603 20251017 3616.00 ... 3614.00 3612.00 RR
201 rr2604 20251017 3621.00 ... 3622.00 3615.00 RR
202 rr2605 20251017 3615.00 ... 3625.00 3609.00 RR
203 rr2606 20251017 3620.00 ... 3612.00 3606.00 RR
204 rr2607 20251017 3609.00 ... 3609.00 3611.00 RR
205 rr2608 20251017 3610.00 ... 3606.00 3601.00 RR
206 rr2609 20251017 3629.00 ... 3623.00 3608.00 RR
207 v2510 20251017 4590.00 ... 4586.00 4543.00 V
208 v2511 20251017 4594.00 ... 4617.00 4581.00 V
209 v2512 20251017 4649.00 ... 4658.00 4625.00 V
210 v2601 20251017 4698.00 ... 4706.00 4667.00 V
211 v2602 20251017 4740.00 ... 4748.00 4709.00 V
212 v2603 20251017 4771.00 ... 4777.00 4742.00 V
213 v2604 20251017 4978.00 ... 4970.00 4932.00 V
214 v2605 20251017 5011.00 ... 5012.00 4981.00 V
215 v2606 20251017 5045.00 ... 5045.00 5007.00 V
216 v2607 20251017 5087.00 ... 5090.00 5042.00 V
217 v2608 20251017 5120.00 ... 5116.00 5087.00 V
218 v2609 20251017 5136.00 ... 5140.00 5124.00 V
219 y2511 20251017 8260.00 ... 8272.00 8248.00 Y
220 y2512 20251017 8306.00 ... 8316.00 8294.00 Y
221 y2601 20251017 8276.00 ... 8286.00 8252.00 Y
222 y2603 20251017 8232.00 ... 8230.00 8214.00 Y
223 y2605 20251017 8064.00 ... 8078.00 8054.00 Y
224 y2607 20251017 8018.00 ... 8018.00 8004.00 Y
225 y2608 20251017 8006.00 ... 8008.00 8010.00 Y
226 y2609 20251017 7984.00 ... 7986.00 7966.00 Y
[227 rows x 12 columns]
2025-10-17 18:26:42,267 - future_1d - INFO - ak.get_dce_daily('2025-10-17') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251017 ... 84720 85040 CU
1 1 CU2512 20251017 ... 84760 85060 CU
2 2 CU2601 20251017 ... 84710 85010 CU
3 3 CU2602 20251017 ... 84610 84870 CU
4 4 CU2603 20251017 ... 84560 84830 CU
5 5 CU2604 20251017 ... 84440 84800 CU
6 6 CU2605 20251017 ... 84470 84710 CU
7 7 CU2606 20251017 ... 84350 84690 CU
8 8 CU2607 20251017 ... 84200 84460 CU
9 9 CU2608 20251017 ... 84120 84470 CU
10 10 CU2609 20251017 ... 83990 84310 CU
11 11 CU2610 20251017 ... 83980 84110 CU
12 12 BC2511 20251017 ... 75250 75500 BC
13 13 BC2512 20251017 ... 75350 75590 BC
14 14 BC2601 20251017 ... 75510 76570 BC
15 15 BC2602 20251017 ... 75800 75800 BC
16 16 BC2603 20251017 ... 75870 75870 BC
17 17 BC2604 20251017 ... 76440 76520 BC
18 18 BC2605 20251017 ... 75900 75900 BC
19 19 BC2606 20251017 ... 75880 75880 BC
20 20 BC2607 20251017 ... 76570 76570 BC
21 21 BC2608 20251017 ... 75800 75800 BC
22 22 BC2609 20251017 ... 76130 76130 BC
23 23 BC2610 20251017 ... 76130 76130 BC
24 24 AL2511 20251017 ... 20960 20910 AL
25 25 AL2512 20251017 ... 20990 20935 AL
26 26 AL2601 20251017 ... 20995 20940 AL
27 27 AL2602 20251017 ... 21005 20935 AL
28 28 AL2603 20251017 ... 21010 20955 AL
29 29 AL2604 20251017 ... 21025 20985 AL
30 30 AL2605 20251017 ... 21040 20990 AL
31 31 AL2606 20251017 ... 21040 21010 AL
32 32 AL2607 20251017 ... 21070 20970 AL
33 33 AL2608 20251017 ... 21025 20990 AL
34 34 AL2609 20251017 ... 21035 20970 AL
35 35 AL2610 20251017 ... 21060 20985 AL
36 36 ZN2511 20251017 ... 21910 21950 ZN
37 37 ZN2512 20251017 ... 21925 21980 ZN
38 38 ZN2601 20251017 ... 21955 22015 ZN
39 39 ZN2602 20251017 ... 21990 22050 ZN
40 40 ZN2603 20251017 ... 22005 22080 ZN
41 41 ZN2604 20251017 ... 22010 22120 ZN
42 42 ZN2605 20251017 ... 22065 22140 ZN
43 43 ZN2606 20251017 ... 22075 22175 ZN
44 44 ZN2607 20251017 ... 22175 22175 ZN
45 45 ZN2608 20251017 ... 22205 22225 ZN
46 46 ZN2609 20251017 ... 22195 22255 ZN
47 47 ZN2610 20251017 ... 22210 22100 ZN
48 48 PB2511 20251017 ... 17050 17115 PB
49 49 PB2512 20251017 ... 17070 17135 PB
50 50 PB2601 20251017 ... 17070 17135 PB
51 51 PB2602 20251017 ... 17070 17120 PB
52 52 PB2603 20251017 ... 17120 17170 PB
53 53 PB2604 20251017 ... 17120 17190 PB
54 54 PB2605 20251017 ... 17150 17230 PB
55 55 PB2606 20251017 ... 17205 17230 PB
56 56 PB2607 20251017 ... 17160 17160 PB
57 57 PB2608 20251017 ... 17235 17245 PB
58 58 PB2609 20251017 ... 17175 17255 PB
59 59 PB2610 20251017 ... 17230 17235 PB
60 60 NI2511 20251017 ... 121340 120920 NI
61 61 NI2512 20251017 ... 121490 121070 NI
62 62 NI2601 20251017 ... 121690 121290 NI
63 63 NI2602 20251017 ... 121870 121520 NI
64 64 NI2603 20251017 ... 122040 121790 NI
65 65 NI2604 20251017 ... 122430 122050 NI
66 66 NI2605 20251017 ... 122570 122200 NI
67 67 NI2606 20251017 ... 122810 122390 NI
68 68 NI2607 20251017 ... 123110 122720 NI
69 69 NI2608 20251017 ... 123310 123000 NI
70 70 NI2609 20251017 ... 124290 123310 NI
71 71 NI2610 20251017 ... 123530 123480 NI
72 72 SN2511 20251017 ... 281380 280030 SN
73 73 SN2512 20251017 ... 281840 280450 SN
74 74 SN2601 20251017 ... 281930 280580 SN
75 75 SN2602 20251017 ... 282070 280680 SN
76 76 SN2603 20251017 ... 281950 280540 SN
77 77 SN2604 20251017 ... 282360 280560 SN
78 78 SN2605 20251017 ... 282090 280280 SN
79 79 SN2606 20251017 ... 282500 280690 SN
80 80 SN2607 20251017 ... 282610 281020 SN
81 81 SN2608 20251017 ... 282980 281860 SN
82 82 SN2609 20251017 ... 283360 282990 SN
83 83 SN2610 20251017 ... 282070 282070 SN
84 84 AO2511 20251017 ... 2779 2763 AO
85 85 AO2512 20251017 ... 2788 2773 AO
86 86 AO2601 20251017 ... 2802 2784 AO
87 87 AO2602 20251017 ... 2821 2806 AO
88 88 AO2603 20251017 ... 2893 2878 AO
89 89 AO2604 20251017 ... 2906 2894 AO
90 90 AO2605 20251017 ... 2919 2900 AO
91 91 AO2606 20251017 ... 2928 2914 AO
92 92 AO2607 20251017 ... 2934 2923 AO
93 93 AO2608 20251017 ... 2941 2932 AO
94 94 AO2609 20251017 ... 2962 2949 AO
95 95 AO2610 20251017 ... 2976 2946 AO
96 96 AD2511 20251017 ... 20395 20370 AD
97 97 AD2512 20251017 ... 20475 20435 AD
98 98 AD2601 20251017 ... 20515 20480 AD
99 99 AD2602 20251017 ... 20495 20460 AD
100 100 AD2603 20251017 ... 20530 20420 AD
101 101 AD2604 20251017 ... 20420 20420 AD
102 102 AD2605 20251017 ... 20375 20405 AD
103 103 AD2606 20251017 ... 20300 20300 AD
104 104 AD2607 20251017 ... 20270 20270 AD
105 105 AD2608 20251017 ... 20390 20495 AD
106 106 AD2609 20251017 ... 20640 20495 AD
107 107 AD2610 20251017 ... 20495 20495 AD
108 108 AU2511 20251017 ... 988.7 963.74 AU
109 109 AU2512 20251017 ... 986.38 963 AU
110 110 AU2601 20251017 ... 989.44 966.54 AU
111 111 AU2602 20251017 ... 989.9 965.94 AU
112 112 AU2604 20251017 ... 992.24 967.76 AU
113 113 AU2606 20251017 ... 995.6 970.88 AU
114 114 AU2608 20251017 ... 997.1 973.76 AU
115 115 AU2610 20251017 ... 1000.74 976.74 AU
116 116 AG2511 20251017 ... 12215 12004 AG
117 117 AG2512 20251017 ... 12230 12002 AG
118 118 AG2601 20251017 ... 12236 12009 AG
119 119 AG2602 20251017 ... 12249 12026 AG
120 120 AG2603 20251017 ... 12258 12045 AG
121 121 AG2604 20251017 ... 12270 12045 AG
122 122 AG2605 20251017 ... 12282 12055 AG
123 123 AG2606 20251017 ... 12293 12077 AG
124 124 AG2607 20251017 ... 12316 12085 AG
125 125 AG2608 20251017 ... 12310 12095 AG
126 126 AG2609 20251017 ... 12327 12125 AG
127 127 AG2610 20251017 ... 12340 12147 AG
128 128 RB2511 20251017 ... 2985 2971 RB
129 129 RB2512 20251017 ... 3033 3017 RB
130 130 RB2601 20251017 ... 3046 3036 RB
131 131 RB2602 20251017 ... 3052 3043 RB
132 132 RB2603 20251017 ... 3075 3064 RB
133 133 RB2604 20251017 ... 3092 3079 RB
134 134 RB2605 20251017 ... 3103 3087 RB
135 135 RB2606 20251017 ... 3118 3103 RB
136 136 RB2607 20251017 ... 3125 3111 RB
137 137 RB2608 20251017 ... 3136 3122 RB
138 138 RB2609 20251017 ... 3139 3129 RB
139 139 RB2610 20251017 ... 3142 3134 RB
140 140 WR2511 20251017 ... 3270 3270 WR
141 141 WR2512 20251017 ... 3355 3353 WR
142 142 WR2601 20251017 ... 3365 3336 WR
143 143 WR2602 20251017 ... 3403 3383 WR
144 144 WR2603 20251017 ... 3361 3361 WR
145 145 WR2604 20251017 ... 3369 3369 WR
146 146 WR2605 20251017 ... 3365 3365 WR
147 147 WR2606 20251017 ... 3363 3363 WR
148 148 WR2607 20251017 ... 3416 3416 WR
149 149 WR2608 20251017 ... 3461 3461 WR
150 150 WR2609 20251017 ... 3430 3430 WR
151 151 WR2610 20251017 ... 3430 3430 WR
152 152 HC2511 20251017 ... 3265 3255 HC
153 153 HC2512 20251017 ... 3255 3249 HC
154 154 HC2601 20251017 ... 3219 3209 HC
155 155 HC2602 20251017 ... 3226 3215 HC
156 156 HC2603 20251017 ... 3226 3215 HC
157 157 HC2604 20251017 ... 3230 3215 HC
158 158 HC2605 20251017 ... 3234 3220 HC
159 159 HC2606 20251017 ... 3228 3226 HC
160 160 HC2607 20251017 ... 3244 3228 HC
161 161 HC2608 20251017 ... 3249 3231 HC
162 162 HC2609 20251017 ... 3252 3240 HC
163 163 HC2610 20251017 ... 3256 3240 HC
164 164 SS2511 20251017 ... 12585 12515 SS
165 165 SS2512 20251017 ... 12615 12545 SS
166 166 SS2601 20251017 ... 12705 12635 SS
167 167 SS2602 20251017 ... 12760 12690 SS
168 168 SS2603 20251017 ... 12845 12760 SS
169 169 SS2604 20251017 ... 12910 12845 SS
170 170 SS2605 20251017 ... 12965 12910 SS
171 171 SS2606 20251017 ... 13045 12960 SS
172 172 SS2607 20251017 ... 13085 13000 SS
173 173 SS2608 20251017 ... 13125 13080 SS
174 174 SS2609 20251017 ... 13175 13120 SS
175 175 SS2610 20251017 ... 13230 13210 SS
176 176 SC2511 20251017 ... 437.9 443.2 SC
177 177 SC2512 20251017 ... 439.6 445.6 SC
178 178 SC2601 20251017 ... 439.5 446 SC
179 179 SC2602 20251017 ... 439.2 446.7 SC
180 180 SC2603 20251017 ... 440.6 447.3 SC
181 181 SC2604 20251017 ... 439.7 448.3 SC
182 182 SC2605 20251017 ... 440.6 449.4 SC
183 183 SC2606 20251017 ... 441.9 449.9 SC
184 184 SC2607 20251017 ... 444 451.9 SC
185 185 SC2608 20251017 ... 445.5 452.2 SC
186 186 SC2609 20251017 ... 445.7 451.7 SC
187 187 SC2610 20251017 ... 447.3 449.7 SC
188 188 SC2612 20251017 ... 445.6 451.8 SC
189 189 SC2703 20251017 ... 448.1 450.7 SC
190 190 SC2706 20251017 ... 451.7 453.6 SC
191 191 SC2709 20251017 ... 450.2 450.2 SC
192 192 SC2712 20251017 ... 445.2 450.6 SC
193 193 SC2803 20251017 ... 446 449.9 SC
194 194 SC2806 20251017 ... 447.1 453.5 SC
195 195 SC2809 20251017 ... 449.2 451.8 SC
196 196 LU2511 20251017 ... 3069 3147 LU
197 197 LU2512 20251017 ... 3096 3163 LU
198 198 LU2601 20251017 ... 3101 3163 LU
199 199 LU2602 20251017 ... 3115 3166 LU
200 200 LU2603 20251017 ... 3116 3165 LU
201 201 LU2604 20251017 ... 3112 3176 LU
202 202 LU2605 20251017 ... 3111 3184 LU
203 203 LU2606 20251017 ... 3117 3192 LU
204 204 LU2607 20251017 ... 3143 3191 LU
205 205 LU2608 20251017 ... 3133 3192 LU
206 206 LU2609 20251017 ... 3154 3192 LU
207 207 LU2610 20251017 ... 3129 3185 LU
208 208 FU2511 20251017 ... 2719 2761 FU
209 209 FU2512 20251017 ... 2674 2718 FU
210 210 FU2601 20251017 ... 2644 2694 FU
211 211 FU2602 20251017 ... 2631 2675 FU
212 212 FU2603 20251017 ... 2620 2666 FU
213 213 FU2604 20251017 ... 2618 2663 FU
214 214 FU2605 20251017 ... 2613 2657 FU
215 215 FU2606 20251017 ... 2609 2647 FU
216 216 FU2607 20251017 ... 2602 2642 FU
217 217 FU2608 20251017 ... 2574 2612 FU
218 218 FU2609 20251017 ... 2575 2606 FU
219 219 FU2610 20251017 ... 2564 2595 FU
220 220 BU2511 20251017 ... 3247 3265 BU
221 221 BU2512 20251017 ... 3172 3191 BU
222 222 BU2601 20251017 ... 3137 3161 BU
223 223 BU2602 20251017 ... 3146 3171 BU
224 224 BU2603 20251017 ... 3164 3195 BU
225 225 BU2604 20251017 ... 3171 3199 BU
226 226 BU2605 20251017 ... 3177 3202 BU
227 227 BU2606 20251017 ... 3182 3206 BU
228 228 BU2607 20251017 ... 3186 3213 BU
229 229 BU2608 20251017 ... 3177 3202 BU
230 230 BU2609 20251017 ... 3184 3208 BU
231 231 BU2610 20251017 ... 3168 3187 BU
232 232 BU2612 20251017 ... 3125 3149 BU
233 233 BU2703 20251017 ... 3150 3154 BU
234 234 BU2706 20251017 ... 3151 3168 BU
235 235 BU2709 20251017 ... 3158 3171 BU
236 236 BR2511 20251017 ... 11035 11005 BR
237 237 BR2512 20251017 ... 10940 10930 BR
238 238 BR2601 20251017 ... 10915 10930 BR
239 239 BR2602 20251017 ... 10890 10925 BR
240 240 BR2603 20251017 ... 10880 10890 BR
241 241 BR2604 20251017 ... 10850 10875 BR
242 242 BR2605 20251017 ... 10945 10915 BR
243 243 BR2606 20251017 ... 10910 10980 BR
244 244 BR2607 20251017 ... 11150 11065 BR
245 245 BR2608 20251017 ... 11185 11080 BR
246 246 BR2609 20251017 ... 11245 11180 BR
247 247 BR2610 20251017 ... 11215 11080 BR
248 248 RU2511 20251017 ... 14065 14105 RU
249 249 RU2601 20251017 ... 14820 14845 RU
250 250 RU2603 20251017 ... 14810 14820 RU
251 251 RU2604 20251017 ... 14800 14885 RU
252 252 RU2605 20251017 ... 14790 14830 RU
253 253 RU2606 20251017 ... 14815 14815 RU
254 254 RU2607 20251017 ... 14840 14885 RU
255 255 RU2608 20251017 ... 14810 14865 RU
256 256 RU2609 20251017 ... 14815 14825 RU
257 257 RU2610 20251017 ... 14855 14810 RU
258 258 NR2511 20251017 ... 12340 12295 NR
259 259 NR2512 20251017 ... 12290 12245 NR
260 260 NR2601 20251017 ... 12215 12215 NR
261 261 NR2602 20251017 ... 12155 12195 NR
262 262 NR2603 20251017 ... 12120 12185 NR
263 263 NR2604 20251017 ... 12120 12145 NR
264 264 NR2605 20251017 ... 12120 12165 NR
265 265 NR2606 20251017 ... 12125 12140 NR
266 266 NR2607 20251017 ... 12145 12100 NR
267 267 NR2608 20251017 ... 12175 12090 NR
268 268 NR2609 20251017 ... 12215 12180 NR
269 269 NR2610 20251017 ... 12265 12185 NR
270 270 SP2511 20251017 ... 4850 4850 SP
271 271 SP2512 20251017 ... 4870 4874 SP
272 272 SP2601 20251017 ... 5124 5154 SP
273 273 SP2602 20251017 ... 5142 5168 SP
274 274 SP2603 20251017 ... 5156 5188 SP
275 275 SP2604 20251017 ... 5174 5196 SP
276 276 SP2605 20251017 ... 5186 5220 SP
277 277 SP2606 20251017 ... 5184 5228 SP
278 278 SP2607 20251017 ... 5190 5220 SP
279 279 SP2608 20251017 ... 5196 5234 SP
280 280 SP2609 20251017 ... 5186 5220 SP
281 281 SP2610 20251017 ... 5190 5244 SP
282 282 OP2601 20251017 ... 4206 4210 OP
283 283 OP2602 20251017 ... 4220 4224 OP
284 284 OP2603 20251017 ... 4216 4216 OP
285 285 OP2604 20251017 ... 4228 4232 OP
286 286 OP2605 20251017 ... 4216 4216 OP
287 287 OP2606 20251017 ... 4198 4184 OP
288 288 OP2607 20251017 ... 4242 4242 OP
289 289 OP2608 20251017 ... 4258 4268 OP
290 290 OP2609 20251017 ... 4220 4220 OP
291 291 OP2610 20251017 ... 4220 4220 OP
292 292 EC2510 20251017 ... 1098.8 1112 EC
293 293 EC2512 20251017 ... 1658.2 1663 EC
294 294 EC2602 20251017 ... 1459.8 1427.9 EC
295 295 EC2604 20251017 ... 1126.4 1114.5 EC
296 296 EC2606 20251017 ... 1288.5 1283.7 EC
297 297 EC2608 20251017 ... 1411.4 1418.2 EC
298 298 SC_TAS2511 20251017 ... SC_TAS
299 299 SC_TAS2512 20251017 ... SC_TAS
300 300 SC_TAS2601 20251017 ... SC_TAS
301 301 SC_TAS2602 20251017 ... SC_TAS
[302 rows x 13 columns]
2025-10-17 18:26:42,369 - future_1d - INFO - ak.get_shfe_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 IC2510 20251017 7212.200 ... 7064.340 7212.600 IC
1 IC2511 20251017 7135.600 ... 6921.800 7111.800 IC
2 IC2512 20251017 7062.000 ... 6865.000 7046.600 IC
3 IC2603 20251017 6880.200 ... 6703.600 6881.600 IC
4 IF2510 20251017 4613.000 ... 4539.860 4611.200 IF
5 IF2511 20251017 4605.600 ... 4497.400 4596.800 IF
6 IF2512 20251017 4582.000 ... 4484.600 4585.800 IF
7 IF2603 20251017 4564.200 ... 4463.000 4564.200 IF
8 IH2510 20251017 3016.600 ... 2983.270 3018.000 IH
9 IH2511 20251017 3024.000 ... 2963.000 3017.200 IH
10 IH2512 20251017 3015.400 ... 2961.600 3017.400 IH
11 IH2603 20251017 3024.000 ... 2962.600 3016.800 IH
12 IM2510 20251017 7402.800 ... 7230.330 7394.000 IM
13 IM2511 20251017 7300.200 ... 7104.000 7276.800 IM
14 IM2512 20251017 7204.800 ... 7024.200 7190.600 IM
15 IM2603 20251017 6975.000 ... 6808.000 6971.400 IM
16 T2512 20251017 108.215 ... 108.265 108.160 T
17 T2603 20251017 108.000 ... 107.955 107.865 T
18 T2606 20251017 107.855 ... 107.845 107.775 T
19 TF2512 20251017 105.740 ... 105.775 105.705 TF
20 TF2603 20251017 105.630 ... 105.680 105.610 TF
21 TF2606 20251017 105.655 ... 105.690 105.630 TF
22 TL2512 20251017 115.220 ... 115.730 115.020 TL
23 TL2603 20251017 114.900 ... 115.410 114.720 TL
24 TL2606 20251017 114.800 ... 115.260 114.590 TL
25 TS2512 20251017 102.362 ... 102.378 102.368 TS
26 TS2603 20251017 102.286 ... 102.290 102.280 TS
27 TS2606 20251017 102.322 ... 102.318 102.316 TS
[28 rows x 12 columns]
2025-10-17 18:26:42,601 - future_1d - INFO - ak.get_cffex_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 PS2510 20251017 0.0 ... 52545.0 52555.0 PS
1 PS2511 20251017 52020.0 ... 52250.0 51755.0 PS
2 PS2512 20251017 54450.0 ... 54780.0 54225.0 PS
3 PS2601 20251017 54475.0 ... 54780.0 54180.0 PS
4 PS2602 20251017 54100.0 ... 54550.0 53995.0 PS
5 PS2603 20251017 53690.0 ... 54420.0 53925.0 PS
6 PS2604 20251017 54140.0 ... 54355.0 53825.0 PS
7 PS2605 20251017 54200.0 ... 54265.0 53700.0 PS
8 PS2606 20251017 55605.0 ... 55905.0 55560.0 PS
9 PS2607 20251017 55040.0 ... 55630.0 55495.0 PS
10 PS2608 20251017 54770.0 ... 55400.0 55065.0 PS
11 PS2609 20251017 54505.0 ... 55225.0 54750.0 PS
13 SI2510 20251017 8615.0 ... 8615.0 8615.0 SI
14 SI2511 20251017 8580.0 ... 8490.0 8575.0 SI
15 SI2512 20251017 8985.0 ... 8900.0 8955.0 SI
16 SI2601 20251017 8945.0 ... 8850.0 8895.0 SI
17 SI2602 20251017 8945.0 ... 8850.0 8890.0 SI
18 SI2603 20251017 8915.0 ... 8835.0 8895.0 SI
19 SI2604 20251017 8855.0 ... 8865.0 8920.0 SI
20 SI2605 20251017 8960.0 ... 8875.0 8925.0 SI
21 SI2606 20251017 8950.0 ... 8890.0 8930.0 SI
22 SI2607 20251017 8990.0 ... 8890.0 8950.0 SI
23 SI2608 20251017 8940.0 ... 8900.0 8965.0 SI
24 SI2609 20251017 8970.0 ... 8930.0 8965.0 SI
27 LC2510 20251017 75300.0 ... 76180.0 73660.0 LC
28 LC2511 20251017 74900.0 ... 75760.0 73820.0 LC
29 LC2512 20251017 74980.0 ... 75940.0 74080.0 LC
30 LC2601 20251017 75200.0 ... 75900.0 74060.0 LC
31 LC2602 20251017 74760.0 ... 75580.0 73780.0 LC
32 LC2603 20251017 75700.0 ... 75440.0 73820.0 LC
33 LC2604 20251017 74940.0 ... 75880.0 74340.0 LC
34 LC2605 20251017 74960.0 ... 75960.0 74320.0 LC
35 LC2606 20251017 74920.0 ... 75900.0 74200.0 LC
36 LC2607 20251017 75000.0 ... 75580.0 74220.0 LC
37 LC2608 20251017 75020.0 ... 75740.0 74460.0 LC
38 LC2609 20251017 75000.0 ... 75980.0 74460.0 LC
[36 rows x 12 columns]
2025-10-17 18:26:42,758 - future_1d - INFO - ak.get_gfex_daily('2025-10-17') done
2025-10-17 18:26:44,551 - future_1d - INFO - save future_daily 2025-10-17 add
2025-10-17 18:26:44,558 - future_1d - INFO - 0 1 2 3 4
symbol IC2510 IC2511 IC2512 IC2603 IF2510
date 2025-10-17 2025-10-17 2025-10-17 2025-10-17 2025-10-17
opencol 7212.2 7135.6 7062.0 6880.2 4613.0
high 7257.6 7165.8 7098.2 6930.0 4618.0
low 7063.4 6401.2 6840.0 6680.0 4539.0
close 7064.0 6922.4 6863.2 6702.0 4539.6
volume 18020.0 36648.0 97770.0 19962.0 19019.0
open_interest 0.0 52676.0 140473.0 53438.0 0.0
turnover 2571859.588 5124659.572 13551450.72 2700680.588 2606689.71
settle 7064.34 6921.8 6865.0 6703.6 4539.86
pre_settle 7212.6 7111.8 7046.6 6881.6 4611.2
variety IC IC IC IC IF
exchange CFFEX CFFEX CFFEX CFFEX CFFEX
comd IC IC IC IC IF
contract IC2510 IC2511 IC2512 IC2603 IF2510
contract_yymm 2510 2511 2512 2603 2510
maturity_month 0 1 2 5 0
maturity_day -16 15 45 135 -16