70 fb2602 20250925 1256.0 ... 1255.00 1255.50 FB
71 fb2603 20250925 1245.0 ... 1245.50 1246.00 FB
72 fb2604 20250925 0.0 ... 1252.00 1252.00 FB
73 fb2605 20250925 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250925 0.0 ... 1292.00 1292.00 FB
75 fb2607 20250925 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250925 0.0 ... 1308.00 1308.00 FB
77 fb2609 20250925 0.0 ... 1296.00 1296.00 FB
78 i2510 20250925 822.0 ... 821.00 820.00 I
79 i2511 20250925 816.0 ... 816.00 816.00 I
80 i2512 20250925 811.5 ... 811.00 811.00 I
81 i2601 20250925 805.5 ... 804.00 803.50 I
82 i2602 20250925 799.5 ... 799.50 799.00 I
83 i2603 20250925 795.0 ... 794.50 793.00 I
84 i2604 20250925 789.5 ... 791.00 789.50 I
85 i2605 20250925 784.0 ... 784.50 781.50 I
86 i2606 20250925 777.5 ... 779.50 777.00 I
87 i2607 20250925 772.5 ... 774.50 771.50 I
88 i2608 20250925 768.0 ... 769.50 767.00 I
89 i2609 20250925 762.0 ... 764.00 762.00 I
90 j2510 20250925 1630.0 ... 1645.00 1628.00 J
91 j2511 20250925 1657.5 ... 1667.00 1655.00 J
92 j2512 20250925 1705.0 ... 1715.50 1690.50 J
93 j2601 20250925 1730.0 ... 1741.00 1725.50 J
94 j2602 20250925 0.0 ... 1757.50 1747.50 J
95 j2603 20250925 0.0 ... 1783.00 1783.00 J
96 j2604 20250925 0.0 ... 1841.50 1841.50 J
97 j2605 20250925 1863.0 ... 1885.50 1869.50 J
98 j2606 20250925 1888.5 ... 1901.00 1869.50 J
99 j2607 20250925 1900.0 ... 1910.50 1898.50 J
100 j2608 20250925 0.0 ... 1919.50 1919.50 J
101 j2609 20250925 1938.0 ... 1956.50 1943.00 J
102 jd2509 20250925 0.0 ... 3220.00 3250.00 JD
103 jd2510 20250925 2936.0 ... 2977.00 2958.00 JD
104 jd2511 20250925 3055.0 ... 3073.00 3057.00 JD
105 jd2512 20250925 3182.0 ... 3203.00 3182.00 JD
106 jd2601 20250925 3355.0 ... 3365.00 3354.00 JD
107 jd2602 20250925 3122.0 ... 3117.00 3122.00 JD
108 jd2603 20250925 3150.0 ... 3145.00 3144.00 JD
109 jd2604 20250925 3274.0 ... 3265.00 3268.00 JD
110 jd2605 20250925 3394.0 ... 3392.00 3391.00 JD
111 jd2606 20250925 3234.0 ... 3234.00 3228.00 JD
112 jd2607 20250925 3474.0 ... 3478.00 3472.00 JD
113 jd2608 20250925 3921.0 ... 3920.00 3918.00 JD
114 jm2510 20250925 1032.5 ... 1026.00 1025.50 JM
115 jm2511 20250925 1075.0 ... 1080.50 1078.50 JM
116 jm2512 20250925 1155.0 ... 1152.50 1149.50 JM
117 jm2601 20250925 1229.5 ... 1229.00 1222.50 JM
118 jm2602 20250925 1247.5 ... 1250.50 1247.50 JM
119 jm2603 20250925 1269.0 ... 1272.00 1268.00 JM
120 jm2604 20250925 1287.0 ... 1294.50 1289.00 JM
121 jm2605 20250925 1312.0 ... 1318.00 1316.00 JM
122 jm2606 20250925 1331.0 ... 1334.00 1332.00 JM
123 jm2607 20250925 1344.0 ... 1346.50 1346.00 JM
124 jm2608 20250925 1365.5 ... 1362.00 1364.50 JM
125 jm2609 20250925 1382.0 ... 1389.00 1386.00 JM
126 l2510 20250925 7113.0 ... 7096.00 7075.00 L
127 l2511 20250925 7146.0 ... 7123.00 7109.00 L
128 l2512 20250925 7155.0 ... 7151.00 7131.00 L
129 l2601 20250925 7169.0 ... 7168.00 7138.00 L
130 l2602 20250925 7156.0 ... 7163.00 7144.00 L
131 l2603 20250925 7172.0 ... 7176.00 7146.00 L
132 l2604 20250925 7209.0 ... 7212.00 7193.00 L
133 l2605 20250925 7185.0 ... 7203.00 7179.00 L
134 l2606 20250925 7201.0 ... 7201.00 7187.00 L
135 l2607 20250925 7220.0 ... 7220.00 7208.00 L
136 l2608 20250925 0.0 ... 7230.00 7230.00 L
137 l2609 20250925 7218.0 ... 7230.00 7228.00 L
138 lg2509 20250925 0.0 ... 772.00 766.00 LG
139 lg2511 20250925 804.0 ... 804.50 804.50 LG
140 lg2601 20250925 819.0 ... 819.50 820.00 LG
141 lg2603 20250925 824.5 ... 825.00 826.00 LG
142 lg2605 20250925 825.0 ... 827.50 827.50 LG
143 lg2607 20250925 827.0 ... 827.50 828.00 LG
144 lh2509 20250925 0.0 ... 13065.00 12600.00 LH
145 lh2511 20250925 12730.0 ... 12700.00 12700.00 LH
146 lh2601 20250925 13360.0 ... 13325.00 13295.00 LH
147 lh2603 20250925 12750.0 ... 12745.00 12700.00 LH
148 lh2605 20250925 13160.0 ... 13145.00 13140.00 LH
149 lh2607 20250925 13870.0 ... 13805.00 13810.00 LH
150 m2511 20250925 2929.0 ... 2934.00 2895.00 M
151 m2512 20250925 2970.0 ... 2973.00 2937.00 M
152 m2601 20250925 2958.0 ... 2961.00 2922.00 M
153 m2603 20250925 2923.0 ... 2929.00 2897.00 M
154 m2605 20250925 2760.0 ... 2759.00 2743.00 M
155 m2607 20250925 2757.0 ... 2749.00 2737.00 M
156 m2608 20250925 2853.0 ... 2864.00 2848.00 M
157 m2609 20250925 2858.0 ... 2870.00 2851.00 M
158 p2510 20250925 8994.0 ... 9072.00 8904.00 P
159 p2511 20250925 9134.0 ... 9162.00 9044.00 P
160 p2512 20250925 9108.0 ... 9186.00 9052.00 P
161 p2601 20250925 9188.0 ... 9214.00 9078.00 P
162 p2602 20250925 9154.0 ... 9184.00 9062.00 P
163 p2603 20250925 9104.0 ... 9142.00 9018.00 P
164 p2604 20250925 9118.0 ... 9092.00 8982.00 P
165 p2605 20250925 8994.0 ... 9030.00 8902.00 P
166 p2606 20250925 8944.0 ... 8928.00 8798.00 P
167 p2607 20250925 8850.0 ... 8834.00 8718.00 P
168 p2608 20250925 8754.0 ... 8750.00 8618.00 P
169 p2609 20250925 8622.0 ... 8646.00 8546.00 P
170 pg2509 20250925 0.0 ... 3793.00 3810.00 PG
171 pg2510 20250925 4337.0 ... 4352.00 4332.00 PG
172 pg2511 20250925 4254.0 ... 4258.00 4254.00 PG
173 pg2512 20250925 4194.0 ... 4196.00 4193.00 PG
174 pg2601 20250925 4135.0 ... 4137.00 4132.00 PG
175 pg2602 20250925 4067.0 ... 4072.00 4065.00 PG
176 pg2603 20250925 3986.0 ... 3992.00 3989.00 PG
177 pg2604 20250925 4347.0 ... 4357.00 4363.00 PG
178 pg2605 20250925 4263.0 ... 4270.00 4265.00 PG
179 pg2606 20250925 4220.0 ... 4220.00 4220.00 PG
180 pg2607 20250925 4141.0 ... 4154.00 4153.00 PG
181 pg2608 20250925 4102.0 ... 4116.00 4096.00 PG
182 pp2510 20250925 6776.0 ... 6784.00 6763.00 PP
183 pp2511 20250925 6838.0 ... 6827.00 6806.00 PP
184 pp2512 20250925 6848.0 ... 6861.00 6843.00 PP
185 pp2601 20250925 6890.0 ... 6893.00 6870.00 PP
186 pp2602 20250925 6872.0 ... 6877.00 6858.00 PP
187 pp2603 20250925 6878.0 ... 6880.00 6859.00 PP
188 pp2604 20250925 6914.0 ... 6918.00 6904.00 PP
189 pp2605 20250925 6923.0 ... 6935.00 6916.00 PP
190 pp2606 20250925 6908.0 ... 6908.00 6895.00 PP
191 pp2607 20250925 6885.0 ... 6883.00 6871.00 PP
192 pp2608 20250925 6881.0 ... 6884.00 6881.00 PP
193 pp2609 20250925 6902.0 ... 6911.00 6903.00 PP
194 rr2510 20250925 3617.0 ... 3618.00 3622.00 RR
195 rr2511 20250925 3615.0 ... 3612.00 3614.00 RR
196 rr2512 20250925 3615.0 ... 3614.00 3615.00 RR
197 rr2601 20250925 3622.0 ... 3622.00 3621.00 RR
198 rr2602 20250925 3605.0 ... 3605.00 3602.00 RR
199 rr2603 20250925 0.0 ... 3612.00 3612.00 RR
200 rr2604 20250925 3616.0 ... 3616.00 3616.00 RR
201 rr2605 20250925 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250925 0.0 ... 3600.00 3600.00 RR
203 rr2607 20250925 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250925 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250925 0.0 ... 3614.00 3614.00 RR
206 v2510 20250925 4805.0 ... 4808.00 4787.00 V
207 v2511 20250925 4836.0 ... 4838.00 4823.00 V
208 v2512 20250925 4873.0 ... 4877.00 4871.00 V
209 v2601 20250925 4920.0 ... 4925.00 4906.00 V
210 v2602 20250925 4945.0 ... 4964.00 4960.00 V
211 v2603 20250925 4982.0 ... 4996.00 4994.00 V
212 v2604 20250925 5194.0 ... 5191.00 5162.00 V
213 v2605 20250925 5230.0 ... 5226.00 5208.00 V
214 v2606 20250925 5261.0 ... 5262.00 5232.00 V
215 v2607 20250925 5281.0 ... 5294.00 5262.00 V
216 v2608 20250925 5312.0 ... 5331.00 5293.00 V
217 v2609 20250925 5344.0 ... 5355.00 5328.00 V
218 y2511 20250925 8144.0 ... 8188.00 8100.00 Y
219 y2512 20250925 8200.0 ... 8238.00 8154.00 Y
220 y2601 20250925 8166.0 ... 8180.00 8096.00 Y
221 y2603 20250925 8076.0 ... 8112.00 8050.00 Y
222 y2605 20250925 7894.0 ... 7924.00 7852.00 Y
223 y2607 20250925 7848.0 ... 7878.00 7816.00 Y
224 y2608 20250925 7852.0 ... 7880.00 7816.00 Y
225 y2609 20250925 7804.0 ... 7852.00 7782.00 Y
[226 rows x 12 columns]
2025-09-29 18:26:09,749 - future_1d - INFO - ak.get_dce_daily('2025-09-25') done
2025-09-29 18:26:11,511 - future_1d - INFO - save future_daily 2025-09-25 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250926 ... 82500 82080 CU
1 1 CU2511 20250926 ... 82540 82160 CU
2 2 CU2512 20250926 ... 82540 82110 CU
3 3 CU2601 20250926 ... 82530 82090 CU
4 4 CU2602 20250926 ... 82490 81970 CU
5 5 CU2603 20250926 ... 82420 82050 CU
6 6 CU2604 20250926 ... 82450 81900 CU
7 7 CU2605 20250926 ... 82500 82230 CU
8 8 CU2606 20250926 ... 82380 81760 CU
9 9 CU2607 20250926 ... 82200 81710 CU
10 10 CU2608 20250926 ... 82220 81680 CU
11 11 CU2609 20250926 ... 82110 81920 CU
12 12 BC2510 20250926 ... 73250 72920 BC
13 13 BC2511 20250926 ... 73420 73030 BC
14 14 BC2512 20250926 ... 73550 73180 BC
15 15 BC2601 20250926 ... 73160 73160 BC
16 16 BC2602 20250926 ... 73820 73100 BC
17 17 BC2603 20250926 ... 73000 73000 BC
18 18 BC2604 20250926 ... 73000 73000 BC
19 19 BC2605 20250926 ... 72900 72900 BC
20 20 BC2606 20250926 ... 72960 72900 BC
21 21 BC2607 20250926 ... 72840 72800 BC
22 22 BC2608 20250926 ... 73000 73000 BC
23 23 BC2609 20250926 ... 73000 73000 BC
24 24 AL2510 20250926 ... 20765 20765 AL
25 25 AL2511 20250926 ... 20775 20780 AL
26 26 AL2512 20250926 ... 20780 20780 AL
27 27 AL2601 20250926 ... 20780 20780 AL
28 28 AL2602 20250926 ... 20785 20785 AL
29 29 AL2603 20250926 ... 20810 20815 AL
30 30 AL2604 20250926 ... 20840 20830 AL
31 31 AL2605 20250926 ... 20845 20845 AL
32 32 AL2606 20250926 ... 20840 20850 AL
33 33 AL2607 20250926 ... 20860 20850 AL
34 34 AL2608 20250926 ... 20840 20860 AL
35 35 AL2609 20250926 ... 20860 20860 AL
36 36 ZN2510 20250926 ... 22010 21960 ZN
37 37 ZN2511 20250926 ... 22035 21965 ZN
38 38 ZN2512 20250926 ... 22040 21980 ZN
39 39 ZN2601 20250926 ... 22055 21995 ZN
40 40 ZN2602 20250926 ... 22085 22030 ZN
41 41 ZN2603 20250926 ... 22115 22040 ZN
42 42 ZN2604 20250926 ... 22145 22090 ZN
43 43 ZN2605 20250926 ... 22170 22160 ZN
44 44 ZN2606 20250926 ... 22215 22185 ZN
45 45 ZN2607 20250926 ... 22220 22095 ZN
46 46 ZN2608 20250926 ... 22270 22185 ZN
47 47 ZN2609 20250926 ... 22255 22195 ZN
48 48 PB2510 20250926 ... 17055 17070 PB
49 49 PB2511 20250926 ... 17090 17110 PB
50 50 PB2512 20250926 ... 17110 17125 PB
51 51 PB2601 20250926 ... 17125 17135 PB
52 52 PB2602 20250926 ... 17135 17090 PB
53 53 PB2603 20250926 ... 17145 17175 PB
54 54 PB2604 20250926 ... 17150 17215 PB
55 55 PB2605 20250926 ... 17150 17170 PB
56 56 PB2606 20250926 ... 17220 17190 PB
57 57 PB2607 20250926 ... 17175 17175 PB
58 58 PB2608 20250926 ... 17210 17210 PB
59 59 PB2609 20250926 ... 17230 17230 PB
60 60 NI2510 20250926 ... 121620 122390 NI
61 61 NI2511 20250926 ... 121840 122730 NI
62 62 NI2512 20250926 ... 121970 122960 NI
63 63 NI2601 20250926 ... 122210 123080 NI
64 64 NI2602 20250926 ... 122270 123580 NI
65 65 NI2603 20250926 ... 122550 123430 NI
66 66 NI2604 20250926 ... 122830 123660 NI
67 67 NI2605 20250926 ... 123060 123980 NI
68 68 NI2606 20250926 ... 123250 123830 NI
69 69 NI2607 20250926 ... 123370 124190 NI
70 70 NI2608 20250926 ... 123860 125100 NI
71 71 NI2609 20250926 ... 124150 125630 NI
72 72 SN2510 20250926 ... 273130 273150 SN
73 73 SN2511 20250926 ... 273550 273490 SN
74 74 SN2512 20250926 ... 273960 273700 SN
75 75 SN2601 20250926 ... 273970 273840 SN
76 76 SN2602 20250926 ... 274200 273860 SN
77 77 SN2603 20250926 ... 274160 274180 SN
78 78 SN2604 20250926 ... 274280 274410 SN
79 79 SN2605 20250926 ... 274930 274840 SN
80 80 SN2606 20250926 ... 274760 274920 SN
81 81 SN2607 20250926 ... 274780 274910 SN
82 82 SN2608 20250926 ... 275430 275220 SN
83 83 SN2609 20250926 ... 275640 276240 SN
84 84 AO2510 20250926 ... 2871 2875 AO
85 85 AO2511 20250926 ... 2904 2897 AO
86 86 AO2512 20250926 ... 2902 2912 AO
87 87 AO2601 20250926 ... 2916 2927 AO
88 88 AO2602 20250926 ... 2928 2936 AO
89 89 AO2603 20250926 ... 2991 3003 AO
90 90 AO2604 20250926 ... 3001 3007 AO
91 91 AO2605 20250926 ... 3007 3016 AO
92 92 AO2606 20250926 ... 3015 3023 AO
93 93 AO2607 20250926 ... 3021 3032 AO
94 94 AO2608 20250926 ... 3031 3036 AO
95 95 AO2609 20250926 ... 3048 3045 AO
96 96 AD2511 20250926 ... 20315 20360 AD
97 97 AD2512 20250926 ... 20370 20405 AD
98 98 AD2601 20250926 ... 20385 20410 AD
99 99 AD2602 20250926 ... 20410 20440 AD
100 100 AD2603 20250926 ... 20300 20300 AD
101 101 AD2604 20250926 ... 20320 20320 AD
102 102 AD2605 20250926 ... 20320 20320 AD
103 103 AD2606 20250926 ... 20385 20385 AD
104 104 AD2607 20250926 ... 20510 20510 AD
105 105 AD2608 20250926 ... 20515 20515 AD
106 106 AD2609 20250926 ... 20335 20335 AD
107 107 AU2510 20250926 ... 851.5 853.14 AU
108 108 AU2511 20250926 ... 853.38 854.06 AU
109 109 AU2512 20250926 ... 855 855.96 AU
110 110 AU2602 20250926 ... 857.82 858.8 AU
111 111 AU2604 20250926 ... 859.92 860.04 AU
112 112 AU2606 20250926 ... 862.34 863.34 AU
113 113 AU2608 20250926 ... 865.8 865.28 AU
114 114 AU2610 20250926 ... 868.42 869.38 AU
115 115 AG2510 20250926 ... 10483 10358 AG
116 116 AG2511 20250926 ... 10509 10374 AG
117 117 AG2512 20250926 ... 10526 10396 AG
118 118 AG2601 20250926 ... 10528 10407 AG
119 119 AG2602 20250926 ... 10542 10420 AG
120 120 AG2603 20250926 ... 10527 10441 AG
121 121 AG2604 20250926 ... 10545 10454 AG
122 122 AG2605 20250926 ... 10553 10463 AG
123 123 AG2606 20250926 ... 10553 10478 AG
124 124 AG2607 20250926 ... 10548 10491 AG
125 125 AG2608 20250926 ... 10572 10504 AG
126 126 AG2609 20250926 ... 10613 10512 AG
127 127 RB2510 20250926 ... 3050 3072 RB
128 128 RB2511 20250926 ... 3083 3087 RB
129 129 RB2512 20250926 ... 3121 3144 RB
130 130 RB2601 20250926 ... 3139 3164 RB
131 131 RB2602 20250926 ... 3139 3165 RB
132 132 RB2603 20250926 ... 3157 3183 RB
133 133 RB2604 20250926 ... 3177 3204 RB
134 134 RB2605 20250926 ... 3197 3223 RB
135 135 RB2606 20250926 ... 3210 3238 RB
136 136 RB2607 20250926 ... 3217 3247 RB
137 137 RB2608 20250926 ... 3220 3248 RB
138 138 RB2609 20250926 ... 3232 3255 RB
139 139 WR2510 20250926 ... 3219 3233 WR
140 140 WR2511 20250926 ... 3329 3330 WR
141 141 WR2512 20250926 ... 3324 3324 WR
142 142 WR2601 20250926 ... 3342 3339 WR
143 143 WR2602 20250926 ... 3400 3353 WR
144 144 WR2603 20250926 ... 3351 3399 WR
145 145 WR2604 20250926 ... 3370 3389 WR
146 146 WR2605 20250926 ... 3386 3413 WR
147 147 WR2606 20250926 ... 3383 3372 WR
148 148 WR2607 20250926 ... 3390 3390 WR
149 149 WR2608 20250926 ... 3385 3371 WR
150 150 WR2609 20250926 ... 3458 3418 WR
151 151 HC2510 20250926 ... 3404 3415 HC
152 152 HC2511 20250926 ... 3385 3391 HC
153 153 HC2512 20250926 ... 3358 3378 HC
154 154 HC2601 20250926 ... 3330 3354 HC
155 155 HC2602 20250926 ... 3330 3353 HC
156 156 HC2603 20250926 ... 3333 3357 HC
157 157 HC2604 20250926 ... 3337 3358 HC
158 158 HC2605 20250926 ... 3337 3364 HC
159 159 HC2606 20250926 ... 3346 3360 HC
160 160 HC2607 20250926 ... 3355 3376 HC
161 161 HC2608 20250926 ... 3359 3371 HC
162 162 HC2609 20250926 ... 3364 3383 HC
163 163 SS2510 20250926 ... 12735 12800 SS
164 164 SS2511 20250926 ... 12850 12915 SS
165 165 SS2512 20250926 ... 12890 12960 SS
166 166 SS2601 20250926 ... 12950 13020 SS
167 167 SS2602 20250926 ... 12985 13070 SS
168 168 SS2603 20250926 ... 13100 13175 SS
169 169 SS2604 20250926 ... 13160 13215 SS
170 170 SS2605 20250926 ... 13240 13295 SS
171 171 SS2606 20250926 ... 13305 13340 SS
172 172 SS2607 20250926 ... 13350 13410 SS
173 173 SS2608 20250926 ... 13400 13465 SS
174 174 SS2609 20250926 ... 13465 13535 SS
175 175 SC2510 20250926 ... 487.5 489.3 SC
176 176 SC2511 20250926 ... 489.1 488.9 SC
177 177 SC2512 20250926 ... 490.8 489.8 SC
178 178 SC2601 20250926 ... 490.7 489.8 SC
179 179 SC2602 20250926 ... 489.9 488.9 SC
180 180 SC2603 20250926 ... 490 488.3 SC
181 181 SC2604 20250926 ... 490.3 488 SC
182 182 SC2605 20250926 ... 491.2 486.8 SC
183 183 SC2606 20250926 ... 488.9 486.3 SC
184 184 SC2607 20250926 ... 484.9 487.3 SC
185 185 SC2608 20250926 ... 486.6 485.8 SC
186 186 SC2609 20250926 ... 483.8 482.7 SC
187 187 SC2612 20250926 ... 479.5 473.5 SC
188 188 SC2703 20250926 ... 473.1 478.3 SC
189 189 SC2706 20250926 ... 477 476 SC
190 190 SC2709 20250926 ... 477 477 SC
191 191 SC2712 20250926 ... 475.9 477.8 SC
192 192 SC2803 20250926 ... 475 476 SC
193 193 SC2806 20250926 ... 473.8 473.2 SC
194 194 SC2809 20250926 ... 472.1 472.1 SC
195 195 LU2510 20250926 ... 3450 3366 LU
196 196 LU2511 20250926 ... 3470 3435 LU
197 197 LU2512 20250926 ... 3471 3430 LU
198 198 LU2601 20250926 ... 3459 3418 LU
199 199 LU2602 20250926 ... 3440 3400 LU
200 200 LU2603 20250926 ... 3425 3398 LU
201 201 LU2604 20250926 ... 3407 3395 LU
202 202 LU2605 20250926 ... 3437 3390 LU
203 203 LU2606 20250926 ... 3427 3393 LU
204 204 LU2607 20250926 ... 3418 3377 LU
205 205 LU2608 20250926 ... 3392 3366 LU
206 206 LU2609 20250926 ... 3379 3346 LU
207 207 FU2510 20250926 ... 2991 2933 FU
208 208 FU2511 20250926 ... 3002 2948 FU
209 209 FU2512 20250926 ... 2942 2905 FU
210 210 FU2601 20250926 ... 2914 2883 FU
211 211 FU2602 20250926 ... 2893 2865 FU
212 212 FU2603 20250926 ... 2880 2853 FU
213 213 FU2604 20250926 ... 2857 2840 FU
214 214 FU2605 20250926 ... 2843 2827 FU
215 215 FU2606 20250926 ... 2833 2811 FU
216 216 FU2607 20250926 ... 2797 2784 FU
217 217 FU2608 20250926 ... 2769 2758 FU
218 218 FU2609 20250926 ... 2748 2737 FU
219 219 BU2510 20250926 ... 3472 3444 BU
220 220 BU2511 20250926 ... 3451 3426 BU
221 221 BU2512 20250926 ... 3408 3373 BU
222 222 BU2601 20250926 ... 3387 3341 BU
223 223 BU2602 20250926 ... 3389 3348 BU
224 224 BU2603 20250926 ... 3407 3361 BU
225 225 BU2604 20250926 ... 3373 3337 BU
226 226 BU2605 20250926 ... 3416 3365 BU
227 227 BU2606 20250926 ... 3404 3362 BU
228 228 BU2607 20250926 ... 3407 3365 BU
229 229 BU2608 20250926 ... 3384 3344 BU
230 230 BU2609 20250926 ... 3386 3352 BU
231 231 BU2612 20250926 ... 3340 3319 BU
232 232 BU2703 20250926 ... 3329 3329 BU
233 233 BU2706 20250926 ... 3347 3327 BU
234 234 BU2709 20250926 ... 3354 3333 BU
235 235 BR2510 20250926 ... 11385 11560 BR
236 236 BR2511 20250926 ... 11360 11555 BR
237 237 BR2512 20250926 ... 11365 11555 BR
238 238 BR2601 20250926 ... 11340 11545 BR
239 239 BR2602 20250926 ... 11330 11555 BR
240 240 BR2603 20250926 ... 11355 11595 BR
241 241 BR2604 20250926 ... 11385 11640 BR
242 242 BR2605 20250926 ... 11430 11615 BR
243 243 BR2606 20250926 ... 11440 11620 BR
244 244 BR2607 20250926 ... 11635 11745 BR
245 245 BR2608 20250926 ... 11610 11745 BR
246 246 BR2609 20250926 ... 11675 11750 BR
247 247 RU2510 20250926 ... 14530 14680 RU
248 248 RU2511 20250926 ... 14555 14705 RU
249 249 RU2601 20250926 ... 15425 15630 RU
250 250 RU2603 20250926 ... 15425 15625 RU
251 251 RU2604 20250926 ... 15425 15625 RU
252 252 RU2605 20250926 ... 15395 15575 RU
253 253 RU2606 20250926 ... 15400 15635 RU
254 254 RU2607 20250926 ... 15395 15580 RU
255 255 RU2608 20250926 ... 15405 15625 RU
256 256 RU2609 20250926 ... 15370 15550 RU
257 257 NR2510 20250926 ... 12320 12440 NR
258 258 NR2511 20250926 ... 12350 12485 NR
259 259 NR2512 20250926 ... 12375 12500 NR
260 260 NR2601 20250926 ... 12395 12525 NR
261 261 NR2602 20250926 ... 12380 12520 NR
262 262 NR2603 20250926 ... 12455 12530 NR
263 263 NR2604 20250926 ... 12390 12565 NR
264 264 NR2605 20250926 ... 12460 12575 NR
265 265 NR2606 20250926 ... 12465 12600 NR
266 266 NR2607 20250926 ... 12650 12650 NR
267 267 NR2608 20250926 ... 12685 12685 NR
268 268 NR2609 20250926 ... 12510 12510 NR
269 269 SP2510 20250926 ... 5000 5018 SP
270 270 SP2511 20250926 ... 5034 5050 SP
271 271 SP2512 20250926 ... 5050 5068 SP
272 272 SP2601 20250926 ... 5290 5304 SP
273 273 SP2602 20250926 ... 5282 5292 SP
274 274 SP2603 20250926 ... 5302 5310 SP
275 275 SP2604 20250926 ... 5312 5318 SP
276 276 SP2605 20250926 ... 5308 5318 SP
277 277 SP2606 20250926 ... 5296 5324 SP
278 278 SP2607 20250926 ... 5300 5320 SP
279 279 SP2608 20250926 ... 5316 5326 SP
280 280 SP2609 20250926 ... 5318 5328 SP
281 281 OP2601 20250926 ... 4232 4238 OP
282 282 OP2602 20250926 ... 4228 4228 OP
283 283 OP2603 20250926 ... 4260 4266 OP
284 284 OP2604 20250926 ... 4274 4262 OP
285 285 OP2605 20250926 ... 4266 4266 OP
286 286 OP2606 20250926 ... 4236 4236 OP
287 287 OP2607 20250926 ... 4238 4238 OP
288 288 OP2608 20250926 ... 4240 4240 OP
289 289 OP2609 20250926 ... 4334 4336 OP
290 290 EC2510 20250926 ... 1150.8 1160.6 EC
291 291 EC2512 20250926 ... 1780.6 1746.6 EC
292 292 EC2602 20250926 ... 1691.9 1647.8 EC
293 293 EC2604 20250926 ... 1279.1 1276.4 EC
294 294 EC2606 20250926 ... 1482.6 1467.5 EC
295 295 EC2608 20250926 ... 1631 1619.8 EC
296 297 SC_TAS2511 20250926 ... SC_TAS
297 298 SC_TAS2512 20250926 ... SC_TAS
298 299 SC_TAS2601 20250926 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:26:21,194 - future_1d - INFO - ak.get_shfe_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 PS2510 20250926 51070.0 ... 51505.0 51595.0 PS
1 PS2511 20250926 51100.0 ... 51420.0 51360.0 PS
2 PS2512 20250926 53360.0 ... 53780.0 53675.0 PS
3 PS2601 20250926 53010.0 ... 53310.0 53200.0 PS
4 PS2602 20250926 52790.0 ... 53110.0 53205.0 PS
5 PS2603 20250926 52780.0 ... 53220.0 53035.0 PS
6 PS2604 20250926 52690.0 ... 53190.0 53005.0 PS
7 PS2605 20250926 52655.0 ... 53080.0 52930.0 PS
8 PS2606 20250926 54680.0 ... 54975.0 54935.0 PS
9 PS2607 20250926 54820.0 ... 54945.0 54870.0 PS
10 PS2608 20250926 54390.0 ... 54565.0 54605.0 PS
11 PS2609 20250926 54000.0 ... 54550.0 54620.0 PS
13 SI2510 20250926 8965.0 ... 8975.0 9020.0 SI
14 SI2511 20250926 9005.0 ... 9000.0 9030.0 SI
15 SI2512 20250926 9280.0 ... 9395.0 9425.0 SI
16 SI2601 20250926 9365.0 ... 9360.0 9390.0 SI
17 SI2602 20250926 9375.0 ... 9360.0 9390.0 SI
18 SI2603 20250926 9380.0 ... 9395.0 9420.0 SI
19 SI2604 20250926 9355.0 ... 9205.0 9405.0 SI
20 SI2605 20250926 9405.0 ... 9390.0 9420.0 SI
21 SI2606 20250926 9405.0 ... 9400.0 9445.0 SI
22 SI2607 20250926 9340.0 ... 9390.0 9465.0 SI
23 SI2608 20250926 0.0 ... 9415.0 9425.0 SI
24 SI2609 20250926 9335.0 ... 9410.0 9425.0 SI
27 LC2510 20250926 74200.0 ... 72920.0 73100.0 LC
28 LC2511 20250926 73800.0 ... 73240.0 73580.0 LC
29 LC2512 20250926 73840.0 ... 73340.0 73660.0 LC
30 LC2601 20250926 73800.0 ... 73180.0 73620.0 LC
31 LC2602 20250926 73360.0 ... 72840.0 73360.0 LC
32 LC2603 20250926 73340.0 ... 72940.0 73480.0 LC
33 LC2604 20250926 73760.0 ... 73320.0 73760.0 LC
34 LC2605 20250926 73680.0 ... 73340.0 73740.0 LC
35 LC2606 20250926 73740.0 ... 73160.0 73460.0 LC
36 LC2607 20250926 73400.0 ... 73060.0 73360.0 LC
37 LC2608 20250926 73600.0 ... 73020.0 73480.0 LC
38 LC2609 20250926 73780.0 ... 72980.0 73540.0 LC
[36 rows x 12 columns]
2025-09-29 18:26:21,386 - future_1d - INFO - ak.get_gfex_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 IC2510 20250926 7275.200 ... 7219.600 7311.000 IC
1 IC2511 20250926 7192.000 ... 7151.800 7240.200 IC
2 IC2512 20250926 7147.000 ... 7097.600 7185.400 IC
3 IC2603 20250926 6951.200 ... 6922.000 7007.000 IC
4 IF2510 20250926 4575.800 ... 4555.800 4596.600 IF
5 IF2511 20250926 4558.600 ... 4541.800 4581.600 IF
6 IF2512 20250926 4550.000 ... 4535.200 4572.400 IF
7 IF2603 20250926 4520.200 ... 4509.800 4539.600 IF
8 IH2510 20250926 2943.000 ... 2950.200 2958.000 IH
9 IH2511 20250926 2944.000 ... 2948.000 2956.400 IH
10 IH2512 20250926 2946.000 ... 2949.800 2958.400 IH
11 IH2603 20250926 2942.000 ... 2947.400 2955.800 IH
12 IM2510 20250926 7419.600 ... 7360.800 7456.400 IM
13 IM2511 20250926 7335.400 ... 7272.800 7369.200 IM
14 IM2512 20250926 7260.000 ... 7193.400 7290.800 IM
15 IM2603 20250926 7040.000 ... 6974.400 7076.400 IM
16 T2512 20250926 107.655 ... 107.670 107.540 T
17 T2603 20250926 107.270 ... 107.325 107.175 T
18 T2606 20250926 107.150 ... 107.235 107.115 T
19 TF2512 20250926 105.535 ... 105.530 105.475 TF
20 TF2603 20250926 105.390 ... 105.410 105.335 TF
21 TF2606 20250926 105.390 ... 105.400 105.335 TF
22 TL2512 20250926 114.230 ... 114.260 113.960 TL
23 TL2603 20250926 113.910 ... 113.920 113.620 TL
24 TL2606 20250926 113.960 ... 113.910 113.540 TL
25 TS2512 20250926 102.314 ... 102.344 102.300 TS
26 TS2603 20250926 102.258 ... 102.258 102.220 TS
27 TS2606 20250926 102.258 ... 102.262 102.226 TS
[28 rows x 12 columns]
2025-09-29 18:26:21,989 - future_1d - INFO - ak.get_cffex_daily('2025-09-26') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250926 8650.0 8705.0 ... 32830.24 8628.0 8585.0 AP
1 AP511 20250926 8482.0 8551.0 ... 64283.35 8440.0 8440.0 AP
2 AP512 20250926 8408.0 8453.0 ... 4236.59 8373.0 8367.0 AP
3 AP601 20250926 8445.0 8486.0 ... 920217.60 8384.0 8385.0 AP
4 AP603 20250926 8284.0 8335.0 ... 1245.90 8251.0 8244.0 AP
5 AP604 20250926 8293.0 8304.0 ... 322.09 8259.0 8231.0 AP
6 AP605 20250926 8322.0 8342.0 ... 10576.05 8269.0 8264.0 AP
7 CF511 20250926 13550.0 13560.0 ... 244914.87 13500.0 13560.0 CF
8 CF601 20250926 13520.0 13530.0 ... 1320704.33 13460.0 13515.0 CF
9 CF603 20250926 13495.0 13500.0 ... 2295.40 13425.0 13485.0 CF
10 CF605 20250926 13520.0 13530.0 ... 136252.22 13460.0 13510.0 CF
11 CF607 20250926 13530.0 13530.0 ... 1684.50 13475.0 13535.0 CF
12 CF609 20250926 13660.0 13675.0 ... 886.12 13635.0 13695.0 CF
13 CJ512 20250926 10950.0 11240.0 ... 6835.98 11115.0 10905.0 CJ
14 CJ601 20250926 10965.0 11295.0 ... 1387747.55 11175.0 10960.0 CJ
15 CJ603 20250926 10940.0 11265.0 ... 13373.90 11155.0 10925.0 CJ
16 CJ605 20250926 10980.0 11345.0 ... 209953.85 11205.0 10990.0 CJ
17 CJ607 20250926 11085.0 11430.0 ... 3567.35 11325.0 11075.0 CJ
18 CJ609 20250926 11205.0 11500.0 ... 1895.03 11415.0 11210.0 CJ
19 CY510 20250926 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250926 19800.0 19800.0 ... 117911.29 19745.0 19780.0 CY
21 CY512 20250926 0.0 0.0 ... 0.00 19515.0 19515.0 CY
22 CY601 20250926 19710.0 19710.0 ... 4813.33 19645.0 19690.0 CY
23 CY602 20250926 0.0 0.0 ... 0.00 19600.0 19745.0 CY
24 CY603 20250926 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250926 0.0 0.0 ... 0.00 19545.0 19730.0 CY
26 CY605 20250926 0.0 0.0 ... 0.00 19695.0 19735.0 CY
27 CY606 20250926 0.0 0.0 ... 0.00 19555.0 19735.0 CY
28 CY607 20250926 0.0 0.0 ... 0.00 19965.0 20005.0 CY
29 CY608 20250926 19735.0 19735.0 ... 9.87 19735.0 19930.0 CY
30 CY609 20250926 0.0 0.0 ... 0.00 19965.0 20035.0 CY
31 FG510 20250926 1148.0 1149.0 ... 6227.20 1135.0 1135.0 FG
32 FG511 20250926 1152.0 1154.0 ... 248392.91 1140.0 1145.0 FG
33 FG512 20250926 1267.0 1272.0 ... 82814.46 1259.0 1265.0 FG
34 FG601 20250926 1269.0 1269.0 ... 5956727.16 1257.0 1260.0 FG
35 FG602 20250926 1319.0 1320.0 ... 66962.99 1310.0 1308.0 FG
36 FG603 20250926 1318.0 1321.0 ... 4278.31 1314.0 1314.0 FG
37 FG604 20250926 1380.0 1388.0 ... 3062.79 1381.0 1380.0 FG
38 FG605 20250926 1381.0 1386.0 ... 198434.70 1376.0 1373.0 FG
39 FG606 20250926 1410.0 1413.0 ... 2506.00 1403.0 1402.0 FG
40 FG607 20250926 1403.0 1409.0 ... 2477.59 1398.0 1398.0 FG
41 FG608 20250926 1443.0 1445.0 ... 1872.73 1438.0 1435.0 FG
42 FG609 20250926 1450.0 1455.0 ... 7399.11 1440.0 1440.0 FG
43 JR511 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250926 2263.0 2272.0 ... 8466.11 2258.0 2263.0 MA
52 MA511 20250926 2303.0 2315.0 ... 170232.83 2297.0 2298.0 MA
53 MA512 20250926 2334.0 2350.0 ... 115920.38 2330.0 2333.0 MA
54 MA601 20250926 2355.0 2372.0 ... 1308287.12 2352.0 2357.0 MA
55 MA602 20250926 2383.0 2399.0 ... 55043.79 2373.0 2380.0 MA
56 MA603 20250926 2395.0 2412.0 ... 6294.81 2394.0 2397.0 MA
57 MA604 20250926 0.0 0.0 ... 0.00 2394.0 2394.0 MA
58 MA605 20250926 2384.0 2403.0 ... 60556.23 2385.0 2383.0 MA
59 MA606 20250926 0.0 0.0 ... 0.00 2392.0 2392.0 MA
60 MA607 20250926 2358.0 2380.0 ... 42.62 2368.0 2369.0 MA
61 MA608 20250926 2364.0 2382.0 ... 4.75 2373.0 2370.0 MA
62 MA609 20250926 2343.0 2363.0 ... 803.91 2344.0 2345.0 MA
63 OI511 20250926 10334.0 10369.0 ... 576141.43 10320.0 10195.0 OI
64 OI601 20250926 10143.0 10196.0 ... 3072674.19 10146.0 10033.0 OI
65 OI603 20250926 9912.0 9952.0 ... 16712.23 9912.0 9792.0 OI
66 OI605 20250926 9654.0 9681.0 ... 194734.19 9632.0 9551.0 OI
67 OI607 20250926 9620.0 9620.0 ... 1005.92 9580.0 9549.0 OI
68 OI609 20250926 9569.0 9569.0 ... 1087.28 9538.0 9524.0 OI
69 PF510 20250926 6374.0 6374.0 ... 2019.09 6350.0 6358.0 PF
70 PF511 20250926 6364.0 6366.0 ... 644390.00 6344.0 6328.0 PF
71 PF512 20250926 6326.0 6328.0 ... 391647.53 6310.0 6288.0 PF
72 PF601 20250926 6374.0 6374.0 ... 27749.27 6356.0 6346.0 PF
73 PF602 20250926 6370.0 6378.0 ... 107234.64 6354.0 6334.0 PF
74 PF603 20250926 6368.0 6382.0 ... 133.77 6370.0 6350.0 PF
75 PF604 20250926 6418.0 6426.0 ... 22.45 6414.0 6408.0 PF
76 PF605 20250926 6440.0 6450.0 ... 22.54 6440.0 6434.0 PF
77 PF606 20250926 6416.0 6448.0 ... 16.09 6436.0 6414.0 PF
78 PF607 20250926 6440.0 6462.0 ... 9.68 6454.0 6484.0 PF
79 PF608 20250926 0.0 0.0 ... 0.00 6472.0 6496.0 PF
80 PF609 20250926 6504.0 6504.0 ... 3.25 6504.0 6508.0 PF
81 PK510 20250926 7788.0 7808.0 ... 9985.63 7784.0 7770.0 PK
82 PK511 20250926 7784.0 7810.0 ... 258564.65 7784.0 7766.0 PK
83 PK512 20250926 7758.0 7788.0 ... 81961.25 7770.0 7762.0 PK
84 PK601 20250926 7776.0 7786.0 ... 51830.08 7768.0 7776.0 PK
85 PK603 20250926 7798.0 7810.0 ... 62.43 7804.0 7812.0 PK
86 PK604 20250926 7816.0 7836.0 ... 66.47 7820.0 7836.0 PK
87 PK605 20250926 7834.0 7836.0 ... 3842.69 7826.0 7834.0 PK
88 PL601 20250926 6366.0 6401.0 ... 32275.72 6376.0 6372.0 PL
89 PL602 20250926 6385.0 6416.0 ... 563.10 6399.0 6402.0 PL
90 PL603 20250926 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250926 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250926 0.0 0.0 ... 0.00 6350.0 6350.0 PL
93 PL606 20250926 0.0 0.0 ... 0.00 6428.0 6419.0 PL
94 PL607 20250926 6326.0 6472.0 ... 25.60 6399.0 6410.0 PL
95 PL608 20250926 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250926 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250926 5858.0 5858.0 ... 70.17 5848.0 5856.0 PR
104 PR511 20250926 5844.0 5844.0 ... 495894.24 5818.0 5816.0 PR
105 PR512 20250926 5834.0 5844.0 ... 487434.61 5818.0 5814.0 PR
106 PR601 20250926 5828.0 5836.0 ... 163974.75 5808.0 5812.0 PR
107 PR602 20250926 5850.0 5856.0 ... 1612.96 5844.0 5848.0 PR
108 PR603 20250926 5850.0 5850.0 ... 96.21 5832.0 5840.0 PR
109 PR604 20250926 5850.0 5860.0 ... 26.34 5854.0 5868.0 PR
110 PR605 20250926 5858.0 5870.0 ... 17.59 5864.0 5882.0 PR
111 PR606 20250926 0.0 0.0 ... 0.00 5902.0 5918.0 PR
112 PR607 20250926 0.0 0.0 ... 0.00 5902.0 5902.0 PR
113 PR608 20250926 0.0 0.0 ... 0.00 5914.0 5940.0 PR
114 PR609 20250926 0.0 0.0 ... 0.00 5918.0 5924.0 PR
115 PX510 20250926 6672.0 6686.0 ... 2010.23 6668.0 6470.0 PX
116 PX511 20250926 6672.0 6704.0 ... 765735.73 6664.0 6640.0 PX
117 PX512 20250926 6658.0 6684.0 ... 234986.91 6648.0 6638.0 PX
118 PX601 20250926 6662.0 6676.0 ... 146711.28 6646.0 6636.0 PX
119 PX602 20250926 6678.0 6688.0 ... 9167.51 6660.0 6654.0 PX
120 PX603 20250926 6654.0 6654.0 ... 125.97 6630.0 6630.0 PX
121 PX604 20250926 6658.0 6658.0 ... 3.33 6658.0 6690.0 PX
122 PX605 20250926 6680.0 6714.0 ... 1079.85 6686.0 6672.0 PX
123 PX606 20250926 6684.0 6684.0 ... 6.68 6682.0 6692.0 PX
124 PX607 20250926 6670.0 6670.0 ... 6.67 6670.0 6700.0 PX
125 PX608 20250926 6686.0 6686.0 ... 3.34 6686.0 6674.0 PX
126 PX609 20250926 6686.0 6690.0 ... 10.03 6690.0 6678.0 PX
127 RI511 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250926 2479.0 2490.0 ... 6809.30 2474.0 2479.0 RM
134 RM601 20250926 2440.0 2452.0 ... 735276.09 2429.0 2424.0 RM
135 RM603 20250926 2356.0 2363.0 ... 8334.76 2346.0 2343.0 RM
136 RM605 20250926 2343.0 2345.0 ... 125577.81 2334.0 2328.0 RM
137 RM607 20250926 2331.0 2333.0 ... 4549.33 2322.0 2319.0 RM
138 RM608 20250926 2428.0 2429.0 ... 266.48 2423.0 2420.0 RM
139 RM609 20250926 2422.0 2424.0 ... 1778.82 2414.0 2412.0 RM
140 RS511 20250926 5296.0 5458.0 ... 359.68 5368.0 5311.0 RS
141 RS607 20250926 5579.0 5668.0 ... 150.41 5571.0 5562.0 RS
142 RS608 20250926 5531.0 5584.0 ... 211.20 5558.0 5552.0 RS
143 RS609 20250926 5575.0 5583.0 ... 189.00 5559.0 5556.0 RS
144 SA510 20250926 1228.0 1228.0 ... 4908.89 1212.0 1222.0 SA
145 SA511 20250926 1237.0 1237.0 ... 253828.17 1224.0 1232.0 SA
146 SA512 20250926 1300.0 1303.0 ... 200074.68 1287.0 1298.0 SA
147 SA601 20250926 1313.0 1316.0 ... 2932973.47 1301.0 1311.0 SA
148 SA602 20250926 1340.0 1345.0 ... 45541.78 1331.0 1340.0 SA
149 SA603 20250926 1347.0 1348.0 ... 2667.65 1339.0 1347.0 SA
150 SA604 20250926 1392.0 1392.0 ... 1003.41 1386.0 1393.0 SA
151 SA605 20250926 1403.0 1405.0 ... 117671.80 1392.0 1400.0 SA
152 SA606 20250926 1411.0 1415.0 ... 1107.30 1405.0 1413.0 SA
153 SA607 20250926 1418.0 1418.0 ... 1165.75 1408.0 1418.0 SA
154 SA608 20250926 1450.0 1450.0 ... 789.08 1440.0 1449.0 SA
155 SA609 20250926 1459.0 1459.0 ... 5716.70 1446.0 1455.0 SA
156 SF510 20250926 5566.0 5566.0 ... 1715.21 5480.0 5544.0 SF
157 SF511 20250926 5750.0 5750.0 ... 754550.26 5680.0 5724.0 SF
158 SF512 20250926 5720.0 5720.0 ... 199971.93 5658.0 5698.0 SF
159 SF601 20250926 5702.0 5702.0 ... 260170.71 5644.0 5692.0 SF
160 SF602 20250926 5670.0 5670.0 ... 34637.33 5602.0 5648.0 SF
161 SF603 20250926 5788.0 5804.0 ... 389.24 5768.0 5836.0 SF
162 SF604 20250926 5754.0 5754.0 ... 2.88 5754.0 5814.0 SF
163 SF605 20250926 5784.0 5806.0 ... 3292.91 5768.0 5790.0 SF
164 SF606 20250926 5750.0 5760.0 ... 17.22 5738.0 5782.0 SF
165 SF607 20250926 5880.0 5880.0 ... 23.49 5872.0 5910.0 SF
166 SF608 20250926 5884.0 5884.0 ... 2.94 5884.0 5914.0 SF
167 SF609 20250926 5842.0 5858.0 ... 26.30 5844.0 5882.0 SF
168 SH510 20250926 2459.0 2466.0 ... 6024.55 2455.0 2467.0 SH
169 SH511 20250926 2484.0 2500.0 ... 566706.45 2482.0 2488.0 SH
170 SH512 20250926 2536.0 2544.0 ... 350259.68 2530.0 2540.0 SH
171 SH601 20250926 2537.0 2542.0 ... 2097625.08 2530.0 2542.0 SH
172 SH602 20250926 2563.0 2568.0 ... 38984.50 2559.0 2565.0 SH
173 SH603 20250926 2582.0 2584.0 ... 1096.92 2575.0 2582.0 SH
174 SH604 20250926 2619.0 2625.0 ... 109.91 2617.0 2623.0 SH
175 SH605 20250926 2628.0 2634.0 ... 11880.48 2623.0 2633.0 SH
176 SH606 20250926 2639.0 2642.0 ... 71.22 2638.0 2648.0 SH
177 SH607 20250926 2632.0 2632.0 ... 23.66 2629.0 2639.0 SH
178 SH608 20250926 2647.0 2651.0 ... 158.72 2645.0 2648.0 SH
179 SH609 20250926 2662.0 2668.0 ... 95.74 2659.0 2668.0 SH
180 SM510 20250926 5776.0 5776.0 ... 4774.04 5752.0 5732.0 SM
181 SM511 20250926 5876.0 5896.0 ... 455165.98 5846.0 5892.0 SM
182 SM512 20250926 5888.0 5900.0 ... 95268.14 5852.0 5910.0 SM
183 SM601 20250926 5900.0 5912.0 ... 717236.94 5866.0 5904.0 SM
184 SM602 20250926 5906.0 5918.0 ... 327457.78 5872.0 5902.0 SM
185 SM603 20250926 5932.0 5932.0 ... 1396.06 5904.0 5932.0 SM
186 SM604 20250926 5912.0 5912.0 ... 53.19 5910.0 5934.0 SM
187 SM605 20250926 5946.0 5946.0 ... 19752.29 5900.0 5944.0 SM
188 SM606 20250926 5894.0 5906.0 ... 26.53 5896.0 5928.0 SM
189 SM607 20250926 5920.0 5930.0 ... 38.46 5918.0 5938.0 SM
190 SM608 20250926 5918.0 5936.0 ... 35.61 5936.0 5988.0 SM
191 SM609 20250926 5972.0 5976.0 ... 795.93 5940.0 5984.0 SM
192 SR511 20250926 5519.0 5537.0 ... 144411.22 5520.0 5533.0 SR
193 SR601 20250926 5486.0 5510.0 ... 841801.30 5491.0 5497.0 SR
194 SR603 20250926 5469.0 5487.0 ... 2791.06 5473.0 5481.0 SR
195 SR605 20250926 5458.0 5470.0 ... 76268.52 5452.0 5463.0 SR
196 SR607 20250926 5462.0 5466.0 ... 5816.53 5451.0 5468.0 SR
197 SR609 20250926 5469.0 5470.0 ... 14061.67 5457.0 5478.0 SR
198 TA510 20250926 4644.0 4644.0 ... 25825.57 4626.0 4630.0 TA
199 TA511 20250926 4654.0 4656.0 ... 285773.62 4640.0 4638.0 TA
200 TA512 20250926 4660.0 4670.0 ... 115051.07 4650.0 4652.0 TA
201 TA601 20250926 4676.0 4682.0 ... 1475535.99 4664.0 4658.0 TA
202 TA602 20250926 4684.0 4692.0 ... 22745.35 4674.0 4672.0 TA
203 TA603 20250926 4688.0 4696.0 ... 12860.24 4690.0 4630.0 TA
204 TA604 20250926 4698.0 4712.0 ... 2050.62 4698.0 4686.0 TA
205 TA605 20250926 4710.0 4728.0 ... 79999.52 4706.0 4696.0 TA
206 TA606 20250926 4714.0 4714.0 ... 35.29 4706.0 4700.0 TA
207 TA607 20250926 0.0 0.0 ... 0.00 4718.0 4718.0 TA
208 TA608 20250926 0.0 0.0 ... 0.00 4736.0 4744.0 TA
209 TA609 20250926 4762.0 4764.0 ... 173.07 4742.0 4746.0 TA
210 UR510 20250926 1560.0 1560.0 ... 2791.87 1549.0 1567.0 UR
211 UR511 20250926 1650.0 1659.0 ... 61070.09 1649.0 1651.0 UR
212 UR512 20250926 1658.0 1671.0 ... 17063.25 1661.0 1664.0 UR
213 UR601 20250926 1676.0 1683.0 ... 383259.56 1673.0 1675.0 UR
214 UR602 20250926 1684.0 1689.0 ... 551.16 1680.0 1682.0 UR
215 UR603 20250926 1724.0 1732.0 ... 779.52 1725.0 1726.0 UR
216 UR604 20250926 1725.0 1727.0 ... 58.63 1725.0 1726.0 UR
217 UR605 20250926 1721.0 1733.0 ... 17090.61 1725.0 1727.0 UR
218 UR606 20250926 1726.0 1730.0 ... 96.57 1724.0 1728.0 UR
219 UR607 20250926 1750.0 1760.0 ... 49.21 1758.0 1757.0 UR
220 UR608 20250926 1743.0 1746.0 ... 10.47 1745.0 1750.0 UR
221 UR609 20250926 1742.0 1750.0 ... 324.25 1743.0 1747.0 UR
222 WH511 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:26:22,305 - future_1d - INFO - ak.get_czce_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 SC2510 20250926 488 ... 487.5 489.3 SC
1 SC2511 20250926 489.1 ... 489.1 488.9 SC
2 SC2512 20250926 490.8 ... 490.8 489.8 SC
3 SC2601 20250926 491 ... 490.7 489.8 SC
4 SC2602 20250926 489.2 ... 489.9 488.9 SC
5 SC2603 20250926 488.2 ... 490 488.3 SC
6 SC2604 20250926 486.3 ... 490.3 488 SC
7 SC2605 20250926 486.4 ... 491.2 486.8 SC
8 SC2606 20250926 487 ... 488.9 486.3 SC
9 SC2607 20250926 484.9 ... 484.9 487.3 SC
10 SC2608 20250926 484.2 ... 486.6 485.8 SC
11 SC2609 20250926 481.6 ... 483.8 482.7 SC
12 SC2612 20250926 479.7 ... 479.5 473.5 SC
13 SC2703 20250926 473.1 ... 473.1 478.3 SC
14 SC2706 20250926 ... 477 476 SC
15 SC2709 20250926 ... 477 477 SC
16 SC2712 20250926 473.8 ... 475.9 477.8 SC
17 SC2803 20250926 475 ... 475 476 SC
18 SC2806 20250926 472 ... 473.8 473.2 SC
19 SC2809 20250926 472.1 ... 472.1 472.1 SC
21 LU2510 20250926 3450 ... 3450 3366 LU
22 LU2511 20250926 3445 ... 3470 3435 LU
23 LU2512 20250926 3443 ... 3471 3430 LU
24 LU2601 20250926 3430 ... 3459 3418 LU
25 LU2602 20250926 3409 ... 3440 3400 LU
26 LU2603 20250926 3413 ... 3425 3398 LU
27 LU2604 20250926 ... 3407 3395 LU
28 LU2605 20250926 3443 ... 3437 3390 LU
29 LU2606 20250926 3422 ... 3427 3393 LU
30 LU2607 20250926 3383 ... 3418 3377 LU
31 LU2608 20250926 3367 ... 3392 3366 LU
32 LU2609 20250926 3354 ... 3379 3346 LU
34 NR2510 20250926 12415 ... 12320 12440 NR
35 NR2511 20250926 12425 ... 12350 12485 NR
36 NR2512 20250926 12450 ... 12375 12500 NR
37 NR2601 20250926 12480 ... 12395 12525 NR
38 NR2602 20250926 12435 ... 12380 12520 NR
39 NR2603 20250926 12455 ... 12455 12530 NR
40 NR2604 20250926 12435 ... 12390 12565 NR
41 NR2605 20250926 12465 ... 12460 12575 NR
42 NR2606 20250926 12465 ... 12465 12600 NR
43 NR2607 20250926 ... 12650 12650 NR
44 NR2608 20250926 ... 12685 12685 NR
45 NR2609 20250926 ... 12510 12510 NR
47 BC2510 20250926 73050 ... 73250 72920 BC
48 BC2511 20250926 73540 ... 73420 73030 BC
49 BC2512 20250926 73620 ... 73550 73180 BC
50 BC2601 20250926 ... 73160 73160 BC
51 BC2602 20250926 73820 ... 73820 73100 BC
52 BC2603 20250926 ... 73000 73000 BC
53 BC2604 20250926 ... 73000 73000 BC
54 BC2605 20250926 ... 72900 72900 BC
55 BC2606 20250926 ... 72960 72900 BC
56 BC2607 20250926 ... 72840 72800 BC
57 BC2608 20250926 ... 73000 73000 BC
58 BC2609 20250926 ... 73000 73000 BC
60 EC2510 20250926 1176 ... 1150.8 1160.6 EC
61 EC2512 20250926 1790 ... 1780.6 1746.6 EC
62 EC2602 20250926 1692 ... 1691.9 1647.8 EC
63 EC2604 20250926 1281.1 ... 1279.1 1276.4 EC
64 EC2606 20250926 1475.4 ... 1482.6 1467.5 EC
65 EC2608 20250926 1632 ... 1631 1619.8 EC
68 SC_TAS2511 20250926 ... SC_TAS
69 SC_TAS2512 20250926 ... SC_TAS
70 SC_TAS2601 20250926 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:26:22,377 - future_1d - INFO - ak.get_ine_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 a2511 20250926 3931.0 ... 3940.00 3930.00 A
1 a2601 20250926 3910.0 ... 3918.00 3912.00 A
2 a2603 20250926 3917.0 ... 3922.00 3912.00 A
3 a2605 20250926 3949.0 ... 3951.00 3944.00 A
4 a2607 20250926 3949.0 ... 3945.00 3943.00 A
5 a2609 20250926 3949.0 ... 3948.00 3951.00 A
6 b2510 20250926 3654.0 ... 3630.00 3628.00 B
7 b2511 20250926 3655.0 ... 3627.00 3636.00 B
8 b2512 20250926 3665.0 ... 3647.00 3652.00 B
9 b2601 20250926 3662.0 ... 3647.00 3651.00 B
10 b2602 20250926 3665.0 ... 3649.00 3654.00 B
11 b2603 20250926 3629.0 ... 3615.00 3618.00 B
12 b2604 20250926 3521.0 ... 3520.00 3521.00 B
13 b2605 20250926 3460.0 ... 3449.00 3450.00 B
14 b2606 20250926 3427.0 ... 3422.00 3426.00 B
15 b2607 20250926 3470.0 ... 3428.00 3429.00 B
16 b2608 20250926 3527.0 ... 3520.00 3525.00 B
17 b2609 20250926 3541.0 ... 3535.00 3538.00 B
18 bb2511 20250926 141.9 ... 141.90 142.00 BB
19 bb2601 20250926 147.0 ... 147.00 146.95 BB
20 bb2603 20250926 0.0 ... 147.00 147.00 BB
21 bb2605 20250926 0.0 ... 141.70 141.70 BB
22 bb2607 20250926 0.0 ... 146.45 146.45 BB
23 bb2609 20250926 0.0 ... 146.45 146.45 BB
24 bz2603 20250926 5922.0 ... 5906.00 5930.00 BZ
25 bz2604 20250926 5892.0 ... 5880.00 5914.00 BZ
26 bz2605 20250926 0.0 ... 5936.00 5939.00 BZ
27 bz2606 20250926 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250926 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250926 0.0 ... 5883.00 5884.00 BZ
30 bz2609 20250926 0.0 ... 5884.00 5884.00 BZ
31 c2511 20250926 2159.0 ... 2176.00 2166.00 C
32 c2601 20250926 2134.0 ... 2137.00 2136.00 C
33 c2603 20250926 2143.0 ... 2146.00 2144.00 C
34 c2605 20250926 2197.0 ... 2203.00 2199.00 C
35 c2607 20250926 2208.0 ... 2213.00 2211.00 C
36 c2609 20250926 2224.0 ... 2228.00 2227.00 C
37 cs2511 20250926 2474.0 ... 2485.00 2476.00 CS
38 cs2601 20250926 2461.0 ... 2467.00 2466.00 CS
39 cs2603 20250926 2462.0 ... 2466.00 2466.00 CS
40 cs2605 20250926 2538.0 ... 2547.00 2546.00 CS
41 cs2607 20250926 2550.0 ... 2551.00 2551.00 CS
42 cs2609 20250926 2584.0 ... 2586.00 2590.00 CS
43 eb2510 20250926 6919.0 ... 6899.00 6919.00 EB
44 eb2511 20250926 6945.0 ... 6939.00 6958.00 EB
45 eb2512 20250926 6958.0 ... 6954.00 6974.00 EB
46 eb2601 20250926 7004.0 ... 6980.00 7000.00 EB
47 eb2602 20250926 7010.0 ... 7021.00 7030.00 EB
48 eb2603 20250926 7031.0 ... 7058.00 7069.00 EB
49 eb2604 20250926 7106.0 ... 7103.00 7098.00 EB
50 eb2605 20250926 7095.0 ... 7103.00 7111.00 EB
51 eb2606 20250926 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250926 0.0 ... 7134.00 7134.00 EB
53 eb2608 20250926 0.0 ... 7177.00 7177.00 EB
54 eb2609 20250926 0.0 ... 7177.00 7177.00 EB
55 eg2510 20250926 4278.0 ... 4269.00 4300.00 EG
56 eg2511 20250926 4239.0 ... 4221.00 4230.00 EG
57 eg2512 20250926 4212.0 ... 4218.00 4236.00 EG
58 eg2601 20250926 4254.0 ... 4227.00 4249.00 EG
59 eg2602 20250926 4239.0 ... 4231.00 4260.00 EG
60 eg2603 20250926 4249.0 ... 4252.00 4270.00 EG
61 eg2604 20250926 0.0 ... 4276.00 4285.00 EG
62 eg2605 20250926 4310.0 ... 4285.00 4309.00 EG
63 eg2606 20250926 0.0 ... 4300.00 4300.00 EG
64 eg2607 20250926 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250926 0.0 ... 4346.00 4346.00 EG
66 eg2609 20250926 4450.0 ... 4367.00 4346.00 EG
67 fb2510 20250926 1287.0 ... 1270.00 1262.50 FB
68 fb2511 20250926 1256.0 ... 1254.50 1254.50 FB
69 fb2512 20250926 1255.5 ... 1255.00 1253.50 FB
70 fb2601 20250926 1255.5 ... 1254.50 1255.00 FB
71 fb2602 20250926 1253.5 ... 1253.50 1255.00 FB
72 fb2603 20250926 1245.0 ... 1243.50 1245.50 FB
73 fb2604 20250926 1233.5 ... 1254.50 1252.00 FB
74 fb2605 20250926 1311.0 ... 1300.50 1292.50 FB
75 fb2606 20250926 1288.5 ... 1276.50 1292.00 FB
76 fb2607 20250926 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250926 0.0 ... 1308.00 1308.00 FB
78 fb2609 20250926 0.0 ... 1296.00 1296.00 FB
79 i2510 20250926 818.0 ... 813.50 821.00 I
80 i2511 20250926 816.5 ... 809.50 816.00 I
81 i2512 20250926 811.0 ... 805.00 811.00 I
82 i2601 20250926 804.0 ... 796.50 804.00 I
83 i2602 20250926 801.0 ... 790.50 799.50 I
84 i2603 20250926 796.0 ... 787.50 794.50 I
85 i2604 20250926 791.0 ... 784.50 791.00 I
86 i2605 20250926 784.0 ... 776.50 784.50 I
87 i2606 20250926 779.0 ... 772.00 779.50 I
88 i2607 20250926 774.0 ... 767.00 774.50 I
89 i2608 20250926 770.0 ... 763.50 769.50 I
90 i2609 20250926 764.0 ... 755.50 764.00 I
91 j2510 20250926 1631.0 ... 1619.50 1645.00 J
92 j2511 20250926 1663.5 ... 1643.50 1667.00 J
93 j2512 20250926 1695.0 ... 1684.50 1715.50 J
94 j2601 20250926 1751.0 ... 1718.50 1741.00 J
95 j2602 20250926 1751.0 ... 1747.50 1757.50 J
96 j2603 20250926 1778.0 ... 1778.00 1783.00 J
97 j2604 20250926 0.0 ... 1841.50 1841.50 J
98 j2605 20250926 1892.0 ... 1862.50 1885.50 J
99 j2606 20250926 1901.0 ... 1901.00 1901.00 J
100 j2607 20250926 0.0 ... 1903.50 1910.50 J
101 j2608 20250926 0.0 ... 1919.50 1919.50 J
102 j2609 20250926 1948.5 ... 1933.50 1956.50 J
103 jd2510 20250926 2971.0 ... 2952.00 2977.00 JD
104 jd2511 20250926 3068.0 ... 3051.00 3073.00 JD
105 jd2512 20250926 3195.0 ... 3182.00 3203.00 JD
106 jd2601 20250926 3370.0 ... 3360.00 3365.00 JD
107 jd2602 20250926 3116.0 ... 3106.00 3117.00 JD
108 jd2603 20250926 3142.0 ... 3130.00 3145.00 JD
109 jd2604 20250926 3265.0 ... 3253.00 3265.00 JD
110 jd2605 20250926 3391.0 ... 3385.00 3392.00 JD
111 jd2606 20250926 3231.0 ... 3226.00 3234.00 JD
112 jd2607 20250926 3474.0 ... 3470.00 3478.00 JD
113 jd2608 20250926 3920.0 ... 3918.00 3920.00 JD
114 jd2609 20250926 3769.0 ... 3787.00 3920.00 JD
115 jm2510 20250926 1027.0 ... 1037.00 1026.00 JM
116 jm2511 20250926 1086.0 ... 1071.50 1080.50 JM
117 jm2512 20250926 1156.5 ... 1142.00 1152.50 JM
118 jm2601 20250926 1229.5 ... 1214.50 1229.00 JM
119 jm2602 20250926 1252.0 ... 1237.00 1250.50 JM
120 jm2603 20250926 1274.0 ... 1256.50 1272.00 JM
121 jm2604 20250926 1292.0 ... 1278.50 1294.50 JM
122 jm2605 20250926 1327.0 ... 1304.00 1318.00 JM
123 jm2606 20250926 1337.5 ... 1319.00 1334.00 JM
124 jm2607 20250926 1351.0 ... 1333.50 1346.50 JM
125 jm2608 20250926 1371.5 ... 1350.50 1362.00 JM
126 jm2609 20250926 1394.0 ... 1374.00 1389.00 JM
127 l2510 20250926 7067.0 ... 7072.00 7096.00 L
128 l2511 20250926 7117.0 ... 7103.00 7123.00 L
129 l2512 20250926 7140.0 ... 7138.00 7151.00 L
130 l2601 20250926 7161.0 ... 7163.00 7168.00 L
131 l2602 20250926 7154.0 ... 7161.00 7163.00 L
132 l2603 20250926 7170.0 ... 7186.00 7176.00 L
133 l2604 20250926 7187.0 ... 7210.00 7212.00 L
134 l2605 20250926 7208.0 ... 7200.00 7203.00 L
135 l2606 20250926 7176.0 ... 7208.00 7201.00 L
136 l2607 20250926 7213.0 ... 7227.00 7220.00 L
137 l2608 20250926 7217.0 ... 7245.00 7230.00 L
138 l2609 20250926 7205.0 ... 7228.00 7230.00 L
139 lg2511 20250926 806.0 ... 807.50 804.50 LG
140 lg2601 20250926 822.5 ... 820.50 819.50 LG
141 lg2603 20250926 825.5 ... 825.50 825.00 LG
142 lg2605 20250926 829.0 ... 828.50 827.50 LG
143 lg2607 20250926 829.0 ... 829.50 827.50 LG
144 lg2609 20250926 816.5 ... 816.50 827.50 LG
145 lh2511 20250926 12660.0 ... 12625.00 12700.00 LH
146 lh2601 20250926 13300.0 ... 13180.00 13325.00 LH
147 lh2603 20250926 12750.0 ... 12660.00 12745.00 LH
148 lh2605 20250926 13145.0 ... 13070.00 13145.00 LH
149 lh2607 20250926 13810.0 ... 13655.00 13805.00 LH
150 lh2609 20250926 14200.0 ... 14220.00 13805.00 LH
151 m2511 20250926 2942.0 ... 2916.00 2934.00 M
152 m2512 20250926 2979.0 ... 2960.00 2973.00 M
153 m2601 20250926 2972.0 ... 2949.00 2961.00 M
154 m2603 20250926 2936.0 ... 2921.00 2929.00 M
155 m2605 20250926 2768.0 ... 2755.00 2759.00 M
156 m2607 20250926 2753.0 ... 2744.00 2749.00 M
157 m2608 20250926 2870.0 ... 2860.00 2864.00 M
158 m2609 20250926 2877.0 ... 2863.00 2870.00 M
159 p2510 20250926 9060.0 ... 9126.00 9072.00 P
160 p2511 20250926 9156.0 ... 9208.00 9162.00 P
161 p2512 20250926 9212.0 ... 9232.00 9186.00 P
162 p2601 20250926 9242.0 ... 9266.00 9214.00 P
163 p2602 20250926 9212.0 ... 9218.00 9184.00 P
164 p2603 20250926 9142.0 ... 9160.00 9142.00 P
165 p2604 20250926 9152.0 ... 9154.00 9092.00 P
166 p2605 20250926 9066.0 ... 9076.00 9030.00 P
167 p2606 20250926 8936.0 ... 8978.00 8928.00 P
168 p2607 20250926 8858.0 ... 8876.00 8834.00 P
169 p2608 20250926 8770.0 ... 8776.00 8750.00 P
170 p2609 20250926 8654.0 ... 8686.00 8646.00 P
171 pg2510 20250926 4367.0 ... 4432.00 4352.00 PG
172 pg2511 20250926 4267.0 ... 4285.00 4258.00 PG
173 pg2512 20250926 4191.0 ... 4215.00 4196.00 PG
174 pg2601 20250926 4145.0 ... 4150.00 4137.00 PG
175 pg2602 20250926 4079.0 ... 4085.00 4072.00 PG
176 pg2603 20250926 3991.0 ... 4003.00 3992.00 PG
177 pg2604 20250926 4371.0 ... 4367.00 4357.00 PG
178 pg2605 20250926 4280.0 ... 4285.00 4270.00 PG
179 pg2606 20250926 4223.0 ... 4228.00 4220.00 PG
180 pg2607 20250926 0.0 ... 4154.00 4154.00 PG
181 pg2608 20250926 4102.0 ... 4109.00 4116.00 PG
182 pg2609 20250926 4091.0 ... 4093.00 4116.00 PG
183 pp2510 20250926 6782.0 ... 6795.00 6784.00 PP
184 pp2511 20250926 6838.0 ... 6830.00 6827.00 PP
185 pp2512 20250926 6853.0 ... 6869.00 6861.00 PP
186 pp2601 20250926 6890.0 ... 6900.00 6893.00 PP
187 pp2602 20250926 6866.0 ... 6889.00 6877.00 PP
188 pp2603 20250926 6883.0 ... 6890.00 6880.00 PP
189 pp2604 20250926 6894.0 ... 6917.00 6918.00 PP
190 pp2605 20250926 6941.0 ... 6944.00 6935.00 PP
191 pp2606 20250926 6907.0 ... 6921.00 6908.00 PP
192 pp2607 20250926 6892.0 ... 6893.00 6883.00 PP
193 pp2608 20250926 6882.0 ... 6900.00 6884.00 PP
194 pp2609 20250926 6911.0 ... 6924.00 6911.00 PP
195 rr2510 20250926 3623.0 ... 3623.00 3618.00 RR
196 rr2511 20250926 3616.0 ... 3613.00 3612.00 RR
197 rr2512 20250926 3613.0 ... 3614.00 3614.00 RR
198 rr2601 20250926 3624.0 ... 3620.00 3622.00 RR
199 rr2602 20250926 3605.0 ... 3606.00 3605.00 RR
200 rr2603 20250926 3614.0 ... 3614.00 3612.00 RR
201 rr2604 20250926 0.0 ... 3616.00 3616.00 RR
202 rr2605 20250926 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250926 0.0 ... 3600.00 3600.00 RR
204 rr2607 20250926 0.0 ... 3609.00 3609.00 RR
205 rr2608 20250926 0.0 ... 3614.00 3614.00 RR
206 rr2609 20250926 0.0 ... 3614.00 3614.00 RR
207 v2510 20250926 4808.0 ... 4788.00 4808.00 V
208 v2511 20250926 4841.0 ... 4817.00 4838.00 V
209 v2512 20250926 4884.0 ... 4858.00 4877.00 V
210 v2601 20250926 4930.0 ... 4902.00 4925.00 V
211 v2602 20250926 4957.0 ... 4941.00 4964.00 V
212 v2603 20250926 4980.0 ... 4971.00 4996.00 V
213 v2604 20250926 5192.0 ... 5174.00 5191.00 V
214 v2605 20250926 5237.0 ... 5205.00 5226.00 V
215 v2606 20250926 5236.0 ... 5248.00 5262.00 V
216 v2607 20250926 5268.0 ... 5277.00 5294.00 V
217 v2608 20250926 5305.0 ... 5302.00 5331.00 V
218 v2609 20250926 5350.0 ... 5341.00 5355.00 V
219 y2511 20250926 8200.0 ... 8202.00 8188.00 Y
220 y2512 20250926 8266.0 ... 8248.00 8238.00 Y
221 y2601 20250926 8208.0 ... 8192.00 8180.00 Y
222 y2603 20250926 8148.0 ... 8140.00 8112.00 Y
223 y2605 20250926 7940.0 ... 7946.00 7924.00 Y
224 y2607 20250926 7910.0 ... 7908.00 7878.00 Y
225 y2608 20250926 7888.0 ... 7896.00 7880.00 Y
226 y2609 20250926 7868.0 ... 7876.00 7852.00 Y
[227 rows x 12 columns]
2025-09-29 18:26:22,909 - future_1d - INFO - ak.get_dce_daily('2025-09-26') done
2025-09-29 18:26:24,668 - future_1d - INFO - save future_daily 2025-09-26 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250929 ... 82180 82500 CU
1 1 CU2511 20250929 ... 82070 82540 CU
2 2 CU2512 20250929 ... 82100 82540 CU
3 3 CU2601 20250929 ... 82020 82530 CU
4 4 CU2602 20250929 ... 82030 82490 CU
5 5 CU2603 20250929 ... 81970 82420 CU
6 6 CU2604 20250929 ... 81960 82450 CU
7 7 CU2605 20250929 ... 82020 82500 CU
8 8 CU2606 20250929 ... 81880 82380 CU
9 9 CU2607 20250929 ... 81790 82200 CU
10 10 CU2608 20250929 ... 81840 82220 CU
11 11 CU2609 20250929 ... 81780 82110 CU
12 12 BC2510 20250929 ... 72820 73250 BC
13 13 BC2511 20250929 ... 73040 73420 BC
14 14 BC2512 20250929 ... 73080 73550 BC
15 15 BC2601 20250929 ... 73160 73160 BC
16 16 BC2602 20250929 ... 73080 73820 BC
17 17 BC2603 20250929 ... 73290 73000 BC
18 18 BC2604 20250929 ... 73000 73000 BC
19 19 BC2605 20250929 ... 72900 72900 BC
20 20 BC2606 20250929 ... 72960 72960 BC
21 21 BC2607 20250929 ... 72900 72840 BC
22 22 BC2608 20250929 ... 73000 73000 BC
23 23 BC2609 20250929 ... 73000 73000 BC
24 24 AL2510 20250929 ... 20695 20765 AL
25 25 AL2511 20250929 ... 20705 20775 AL
26 26 AL2512 20250929 ... 20710 20780 AL
27 27 AL2601 20250929 ... 20715 20780 AL
28 28 AL2602 20250929 ... 20710 20785 AL
29 29 AL2603 20250929 ... 20740 20810 AL
30 30 AL2604 20250929 ... 20780 20840 AL
31 31 AL2605 20250929 ... 20785 20845 AL
32 32 AL2606 20250929 ... 20785 20840 AL
33 33 AL2607 20250929 ... 20775 20860 AL
34 34 AL2608 20250929 ... 20790 20840 AL
35 35 AL2609 20250929 ... 20800 20860 AL
36 36 ZN2510 20250929 ... 21705 22010 ZN
37 37 ZN2511 20250929 ... 21755 22035 ZN
38 38 ZN2512 20250929 ... 21770 22040 ZN
39 39 ZN2601 20250929 ... 21800 22055 ZN
40 40 ZN2602 20250929 ... 21830 22085 ZN
41 41 ZN2603 20250929 ... 21845 22115 ZN
42 42 ZN2604 20250929 ... 21890 22145 ZN
43 43 ZN2605 20250929 ... 21925 22170 ZN
44 44 ZN2606 20250929 ... 21930 22215 ZN
45 45 ZN2607 20250929 ... 21965 22220 ZN
46 46 ZN2608 20250929 ... 21985 22270 ZN
47 47 ZN2609 20250929 ... 22075 22255 ZN
48 48 PB2510 20250929 ... 16965 17055 PB
49 49 PB2511 20250929 ... 16965 17090 PB
50 50 PB2512 20250929 ... 16980 17110 PB
51 51 PB2601 20250929 ... 16990 17125 PB
52 52 PB2602 20250929 ... 16960 17135 PB
53 53 PB2603 20250929 ... 16970 17145 PB
54 54 PB2604 20250929 ... 17015 17150 PB
55 55 PB2605 20250929 ... 17045 17150 PB
56 56 PB2606 20250929 ... 17025 17220 PB
57 57 PB2607 20250929 ... 17175 17175 PB
58 58 PB2608 20250929 ... 17080 17210 PB
59 59 PB2609 20250929 ... 17230 17230 PB
60 60 NI2510 20250929 ... 120770 121620 NI
61 61 NI2511 20250929 ... 121050 121840 NI
62 62 NI2512 20250929 ... 121260 121970 NI
63 63 NI2601 20250929 ... 121460 122210 NI
64 64 NI2602 20250929 ... 121730 122270 NI
65 65 NI2603 20250929 ... 121850 122550 NI
66 66 NI2604 20250929 ... 122110 122830 NI
67 67 NI2605 20250929 ... 122330 123060 NI
68 68 NI2606 20250929 ... 122550 123250 NI
69 69 NI2607 20250929 ... 122790 123370 NI
70 70 NI2608 20250929 ... 123120 123860 NI
71 71 NI2609 20250929 ... 123490 124150 NI
72 72 SN2510 20250929 ... 272130 273130 SN
73 73 SN2511 20250929 ... 272520 273550 SN
74 74 SN2512 20250929 ... 272770 273960 SN
75 75 SN2601 20250929 ... 272990 273970 SN
76 76 SN2602 20250929 ... 272820 274200 SN
77 77 SN2603 20250929 ... 272840 274160 SN
78 78 SN2604 20250929 ... 273300 274280 SN
79 79 SN2605 20250929 ... 273470 274930 SN
80 80 SN2606 20250929 ... 274360 274760 SN
81 81 SN2607 20250929 ... 274550 274780 SN
82 82 SN2608 20250929 ... 274910 275430 SN
83 83 SN2609 20250929 ... 274820 275640 SN
84 84 AO2510 20250929 ... 2850 2871 AO
85 85 AO2511 20250929 ... 2866 2904 AO
86 86 AO2512 20250929 ... 2884 2902 AO
87 87 AO2601 20250929 ... 2893 2916 AO
88 88 AO2602 20250929 ... 2904 2928 AO
89 89 AO2603 20250929 ... 2976 2991 AO
90 90 AO2604 20250929 ... 2986 3001 AO
91 91 AO2605 20250929 ... 2987 3007 AO
92 92 AO2606 20250929 ... 2997 3015 AO
93 93 AO2607 20250929 ... 3001 3021 AO
94 94 AO2608 20250929 ... 3009 3031 AO
95 95 AO2609 20250929 ... 3027 3048 AO
96 96 AD2511 20250929 ... 20215 20315 AD
97 97 AD2512 20250929 ... 20280 20370 AD
98 98 AD2601 20250929 ... 20310 20385 AD
99 99 AD2602 20250929 ... 20320 20410 AD
100 100 AD2603 20250929 ... 20335 20300 AD
101 101 AD2604 20250929 ... 20320 20320 AD
102 102 AD2605 20250929 ... 20310 20320 AD
103 103 AD2606 20250929 ... 20330 20385 AD
104 104 AD2607 20250929 ... 20510 20510 AD
105 105 AD2608 20250929 ... 20515 20515 AD
106 106 AD2609 20250929 ... 20335 20335 AD
107 107 AU2510 20250929 ... 858 851.5 AU
108 108 AU2511 20250929 ... 858.82 853.38 AU
109 109 AU2512 20250929 ... 861.66 855 AU
110 110 AU2602 20250929 ... 863.72 857.82 AU
111 111 AU2604 20250929 ... 865.32 859.92 AU
112 112 AU2606 20250929 ... 868.74 862.34 AU
113 113 AU2608 20250929 ... 871.46 865.8 AU
114 114 AU2610 20250929 ... 874.82 868.42 AU
115 115 AG2510 20250929 ... 10776 10483 AG
116 116 AG2511 20250929 ... 10819 10509 AG
117 117 AG2512 20250929 ... 10835 10526 AG
118 118 AG2601 20250929 ... 10830 10528 AG
119 119 AG2602 20250929 ... 10855 10542 AG
120 120 AG2603 20250929 ... 10850 10527 AG
121 121 AG2604 20250929 ... 10870 10545 AG
122 122 AG2605 20250929 ... 10879 10553 AG
123 123 AG2606 20250929 ... 10888 10553 AG
124 124 AG2607 20250929 ... 10914 10548 AG
125 125 AG2608 20250929 ... 10902 10572 AG
126 126 AG2609 20250929 ... 10935 10613 AG
127 127 RB2510 20250929 ... 3016 3050 RB
128 128 RB2511 20250929 ... 3032 3083 RB
129 129 RB2512 20250929 ... 3090 3121 RB
130 130 RB2601 20250929 ... 3107 3139 RB
131 131 RB2602 20250929 ... 3111 3139 RB
132 132 RB2603 20250929 ... 3125 3157 RB
133 133 RB2604 20250929 ... 3146 3177 RB
134 134 RB2605 20250929 ... 3164 3197 RB
135 135 RB2606 20250929 ... 3182 3210 RB
136 136 RB2607 20250929 ... 3188 3217 RB
137 137 RB2608 20250929 ... 3194 3220 RB
138 138 RB2609 20250929 ... 3200 3232 RB
139 139 WR2510 20250929 ... 3205 3219 WR
140 140 WR2511 20250929 ... 3300 3329 WR
141 141 WR2512 20250929 ... 3309 3324 WR
142 142 WR2601 20250929 ... 3314 3342 WR
143 143 WR2602 20250929 ... 3301 3400 WR
144 144 WR2603 20250929 ... 3351 3351 WR
145 145 WR2604 20250929 ... 3340 3370 WR
146 146 WR2605 20250929 ... 3386 3386 WR
147 147 WR2606 20250929 ... 3367 3383 WR
148 148 WR2607 20250929 ... 3390 3390 WR
149 149 WR2608 20250929 ... 3378 3385 WR
150 150 WR2609 20250929 ... 3458 3458 WR
151 151 HC2510 20250929 ... 3395 3404 HC
152 152 HC2511 20250929 ... 3352 3385 HC
153 153 HC2512 20250929 ... 3335 3358 HC
154 154 HC2601 20250929 ... 3304 3330 HC
155 155 HC2602 20250929 ... 3304 3330 HC
156 156 HC2603 20250929 ... 3306 3333 HC
157 157 HC2604 20250929 ... 3311 3337 HC
158 158 HC2605 20250929 ... 3310 3337 HC
159 159 HC2606 20250929 ... 3316 3346 HC
160 160 HC2607 20250929 ... 3318 3355 HC
161 161 HC2608 20250929 ... 3327 3359 HC
162 162 HC2609 20250929 ... 3333 3364 HC
163 163 SS2510 20250929 ... 12670 12735 SS
164 164 SS2511 20250929 ... 12785 12850 SS
165 165 SS2512 20250929 ... 12810 12890 SS
166 166 SS2601 20250929 ... 12880 12950 SS
167 167 SS2602 20250929 ... 12930 12985 SS
168 168 SS2603 20250929 ... 13035 13100 SS
169 169 SS2604 20250929 ... 13100 13160 SS
170 170 SS2605 20250929 ... 13170 13240 SS
171 171 SS2606 20250929 ... 13230 13305 SS
172 172 SS2607 20250929 ... 13290 13350 SS
173 173 SS2608 20250929 ... 13350 13400 SS
174 174 SS2609 20250929 ... 13410 13465 SS
175 175 SC2510 20250929 ... 486.4 487.5 SC
176 176 SC2511 20250929 ... 494.5 489.1 SC
177 177 SC2512 20250929 ... 495.1 490.8 SC
178 178 SC2601 20250929 ... 494.9 490.7 SC
179 179 SC2602 20250929 ... 493.7 489.9 SC
180 180 SC2603 20250929 ... 491.7 490 SC
181 181 SC2604 20250929 ... 490.3 490.3 SC
182 182 SC2605 20250929 ... 489.6 491.2 SC
183 183 SC2606 20250929 ... 490 488.9 SC
184 184 SC2607 20250929 ... 490.4 484.9 SC
185 185 SC2608 20250929 ... 492.8 486.6 SC
186 186 SC2609 20250929 ... 489 483.8 SC
187 187 SC2612 20250929 ... 475.2 479.5 SC
188 188 SC2703 20250929 ... 472.1 473.1 SC
189 189 SC2706 20250929 ... 477 477 SC
190 190 SC2709 20250929 ... 477 477 SC
191 191 SC2712 20250929 ... 479.2 475.9 SC
192 192 SC2803 20250929 ... 475.1 475 SC
193 193 SC2806 20250929 ... 473.5 473.8 SC
194 194 SC2809 20250929 ... 472.1 472.1 SC
195 195 LU2510 20250929 ... 3450 3450 LU
196 196 LU2511 20250929 ... 3482 3470 LU
197 197 LU2512 20250929 ... 3494 3471 LU
198 198 LU2601 20250929 ... 3481 3459 LU
199 199 LU2602 20250929 ... 3455 3440 LU
200 200 LU2603 20250929 ... 3456 3425 LU
201 201 LU2604 20250929 ... 3439 3407 LU
202 202 LU2605 20250929 ... 3440 3437 LU
203 203 LU2606 20250929 ... 3459 3427 LU
204 204 LU2607 20250929 ... 3439 3418 LU
205 205 LU2608 20250929 ... 3420 3392 LU
206 206 LU2609 20250929 ... 3409 3379 LU
207 207 FU2510 20250929 ... 3025 2991 FU
208 208 FU2511 20250929 ... 3057 3002 FU
209 209 FU2512 20250929 ... 2977 2942 FU
210 210 FU2601 20250929 ... 2937 2914 FU
211 211 FU2602 20250929 ... 2912 2893 FU
212 212 FU2603 20250929 ... 2900 2880 FU
213 213 FU2604 20250929 ... 2885 2857 FU
214 214 FU2605 20250929 ... 2870 2843 FU
215 215 FU2606 20250929 ... 2849 2833 FU
216 216 FU2607 20250929 ... 2818 2797 FU
217 217 FU2608 20250929 ... 2785 2769 FU
218 218 FU2609 20250929 ... 2764 2748 FU
219 219 BU2510 20250929 ... 3471 3472 BU
220 220 BU2511 20250929 ... 3454 3451 BU
221 221 BU2512 20250929 ... 3411 3408 BU
222 222 BU2601 20250929 ... 3395 3387 BU
223 223 BU2602 20250929 ... 3399 3389 BU
224 224 BU2603 20250929 ... 3412 3407 BU
225 225 BU2604 20250929 ... 3400 3373 BU
226 226 BU2605 20250929 ... 3412 3416 BU
227 227 BU2606 20250929 ... 3403 3404 BU
228 228 BU2607 20250929 ... 3407 3407 BU
229 229 BU2608 20250929 ... 3394 3384 BU
230 230 BU2609 20250929 ... 3396 3386 BU
231 231 BU2612 20250929 ... 3337 3340 BU
232 232 BU2703 20250929 ... 3347 3329 BU
233 233 BU2706 20250929 ... 3346 3347 BU
234 234 BU2709 20250929 ... 3360 3354 BU
235 235 BR2510 20250929 ... 11320 11385 BR
236 236 BR2511 20250929 ... 11285 11360 BR
237 237 BR2512 20250929 ... 11280 11365 BR
238 238 BR2601 20250929 ... 11270 11340 BR
239 239 BR2602 20250929 ... 11245 11330 BR
240 240 BR2603 20250929 ... 11355 11355 BR
241 241 BR2604 20250929 ... 11320 11385 BR
242 242 BR2605 20250929 ... 11345 11430 BR
243 243 BR2606 20250929 ... 11350 11440 BR
244 244 BR2607 20250929 ... 11490 11635 BR
245 245 BR2608 20250929 ... 11490 11610 BR
246 246 BR2609 20250929 ... 11565 11675 BR
247 247 RU2510 20250929 ... 14475 14530 RU
248 248 RU2511 20250929 ... 14475 14555 RU
249 249 RU2601 20250929 ... 15340 15425 RU
250 250 RU2603 20250929 ... 15325 15425 RU
251 251 RU2604 20250929 ... 15335 15425 RU
252 252 RU2605 20250929 ... 15305 15395 RU
253 253 RU2606 20250929 ... 15240 15400 RU
254 254 RU2607 20250929 ... 15350 15395 RU
255 255 RU2608 20250929 ... 15410 15405 RU
256 256 RU2609 20250929 ... 15290 15370 RU
257 257 NR2510 20250929 ... 12370 12320 NR
258 258 NR2511 20250929 ... 12370 12350 NR
259 259 NR2512 20250929 ... 12375 12375 NR
260 260 NR2601 20250929 ... 12405 12395 NR
261 261 NR2602 20250929 ... 12405 12380 NR
262 262 NR2603 20250929 ... 12365 12455 NR
263 263 NR2604 20250929 ... 12435 12390 NR
264 264 NR2605 20250929 ... 12425 12460 NR
265 265 NR2606 20250929 ... 12430 12465 NR
266 266 NR2607 20250929 ... 12550 12650 NR
267 267 NR2608 20250929 ... 12555 12685 NR
268 268 NR2609 20250929 ... 12510 12510 NR
269 269 SP2510 20250929 ... 4866 5000 SP
270 270 SP2511 20250929 ... 4922 5034 SP
271 271 SP2512 20250929 ... 4940 5050 SP
272 272 SP2601 20250929 ... 5204 5290 SP
273 273 SP2602 20250929 ... 5202 5282 SP
274 274 SP2603 20250929 ... 5218 5302 SP
275 275 SP2604 20250929 ... 5250 5312 SP
276 276 SP2605 20250929 ... 5242 5308 SP
277 277 SP2606 20250929 ... 5248 5296 SP
278 278 SP2607 20250929 ... 5244 5300 SP
279 279 SP2608 20250929 ... 5262 5316 SP
280 280 SP2609 20250929 ... 5258 5318 SP
281 281 OP2601 20250929 ... 4232 4232 OP
282 282 OP2602 20250929 ... 4228 4228 OP
283 283 OP2603 20250929 ... 4250 4260 OP
284 284 OP2604 20250929 ... 4262 4274 OP
285 285 OP2605 20250929 ... 4266 4266 OP
286 286 OP2606 20250929 ... 4236 4236 OP
287 287 OP2607 20250929 ... 4238 4238 OP
288 288 OP2608 20250929 ... 4238 4240 OP
289 289 OP2609 20250929 ... 4330 4334 OP
290 290 EC2510 20250929 ... 1122 1150.8 EC
291 291 EC2512 20250929 ... 1735 1780.6 EC
292 292 EC2602 20250929 ... 1644.7 1691.9 EC
293 293 EC2604 20250929 ... 1253.1 1279.1 EC
294 294 EC2606 20250929 ... 1453.8 1482.6 EC
295 295 EC2608 20250929 ... 1598.9 1631 EC
296 296 SC_TAS2511 20250929 ... SC_TAS
297 297 SC_TAS2512 20250929 ... SC_TAS
298 298 SC_TAS2601 20250929 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:26:31,179 - future_1d - INFO - ak.get_shfe_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 PS2510 20250929 51285.0 ... 51180.0 51505.0 PS
1 PS2511 20250929 50950.0 ... 50825.0 51420.0 PS
2 PS2512 20250929 53335.0 ... 53265.0 53780.0 PS
3 PS2601 20250929 52920.0 ... 52840.0 53310.0 PS
4 PS2602 20250929 52740.0 ... 52755.0 53110.0 PS
5 PS2603 20250929 52670.0 ... 52695.0 53220.0 PS
6 PS2604 20250929 52605.0 ... 52835.0 53190.0 PS
7 PS2605 20250929 53415.0 ... 52525.0 53080.0 PS
8 PS2606 20250929 54560.0 ... 54545.0 54975.0 PS
9 PS2607 20250929 54435.0 ... 54395.0 54945.0 PS
10 PS2608 20250929 54175.0 ... 54205.0 54565.0 PS
11 PS2609 20250929 54005.0 ... 54000.0 54550.0 PS
13 SI2510 20250929 8835.0 ... 8675.0 8975.0 SI
14 SI2511 20250929 8850.0 ... 8655.0 9000.0 SI
15 SI2512 20250929 9240.0 ... 9045.0 9395.0 SI
16 SI2601 20250929 9215.0 ... 8995.0 9360.0 SI
17 SI2602 20250929 9255.0 ... 9000.0 9360.0 SI
18 SI2603 20250929 9195.0 ... 9020.0 9395.0 SI
19 SI2604 20250929 9190.0 ... 9035.0 9205.0 SI
20 SI2605 20250929 9265.0 ... 9035.0 9390.0 SI
21 SI2606 20250929 9165.0 ... 9080.0 9400.0 SI
22 SI2607 20250929 9205.0 ... 9070.0 9390.0 SI
23 SI2608 20250929 9180.0 ... 9055.0 9415.0 SI
24 SI2609 20250929 9265.0 ... 9075.0 9410.0 SI
27 LC2510 20250929 72000.0 ... 72720.0 72920.0 LC
28 LC2511 20250929 73100.0 ... 73700.0 73240.0 LC
29 LC2512 20250929 72320.0 ... 73780.0 73340.0 LC
30 LC2601 20250929 72500.0 ... 73640.0 73180.0 LC
31 LC2602 20250929 71960.0 ... 73500.0 72840.0 LC
32 LC2603 20250929 71840.0 ... 73440.0 72940.0 LC
33 LC2604 20250929 72920.0 ... 73840.0 73320.0 LC
34 LC2605 20250929 72460.0 ... 73680.0 73340.0 LC
35 LC2606 20250929 72640.0 ... 73500.0 73160.0 LC
36 LC2607 20250929 72240.0 ... 73380.0 73060.0 LC
37 LC2608 20250929 72700.0 ... 73480.0 73020.0 LC
38 LC2609 20250929 73000.0 ... 73320.0 72980.0 LC
[36 rows x 12 columns]
2025-09-29 18:26:31,291 - future_1d - INFO - ak.get_gfex_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 IC2510 20250929 7224.000 ... 7328.200 7219.600 IC
1 IC2511 20250929 7146.000 ... 7261.200 7151.800 IC
2 IC2512 20250929 7083.800 ... 7210.600 7097.600 IC
3 IC2603 20250929 6926.600 ... 7033.600 6922.000 IC
4 IF2510 20250929 4543.200 ... 4626.200 4555.800 IF
5 IF2511 20250929 4536.600 ... 4614.400 4541.800 IF
6 IF2512 20250929 4530.000 ... 4608.800 4535.200 IF
7 IF2603 20250929 4509.800 ... 4584.000 4509.800 IF
8 IH2510 20250929 2945.000 ... 2985.400 2950.200 IH
9 IH2511 20250929 2944.000 ... 2984.000 2948.000 IH
10 IH2512 20250929 2944.200 ... 2985.400 2949.800 IH
11 IH2603 20250929 2939.600 ... 2985.800 2947.400 IH
12 IM2510 20250929 7372.000 ... 7469.600 7360.800 IM
13 IM2511 20250929 7284.000 ... 7387.800 7272.800 IM
14 IM2512 20250929 7205.000 ... 7316.800 7193.400 IM
15 IM2603 20250929 6988.000 ... 7096.600 6974.400 IM
16 T2512 20250929 107.705 ... 107.660 107.670 T
17 T2603 20250929 107.400 ... 107.340 107.325 T
18 T2606 20250929 107.325 ... 107.260 107.235 T
19 TF2512 20250929 105.575 ... 105.510 105.530 TF
20 TF2603 20250929 105.425 ... 105.395 105.410 TF
21 TF2606 20250929 105.430 ... 105.405 105.400 TF
22 TL2512 20250929 114.350 ... 113.790 114.260 TL
23 TL2603 20250929 114.010 ... 113.440 113.920 TL
24 TL2606 20250929 114.040 ... 113.480 113.910 TL
25 TS2512 20250929 102.350 ... 102.332 102.344 TS
26 TS2603 20250929 102.262 ... 102.244 102.258 TS
27 TS2606 20250929 102.292 ... 102.276 102.262 TS
[28 rows x 12 columns]
2025-09-29 18:26:31,685 - future_1d - INFO - ak.get_cffex_daily('2025-09-29') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250929 8656.0 8699.0 ... 27982.84 8647.0 8628.0 AP
1 AP511 20250929 8401.0 8523.0 ... 42297.98 8444.0 8440.0 AP
2 AP512 20250929 8411.0 8530.0 ... 5029.49 8453.0 8373.0 AP
3 AP601 20250929 8437.0 8619.0 ... 1159018.15 8513.0 8384.0 AP
4 AP603 20250929 8286.0 8419.0 ... 3448.32 8349.0 8251.0 AP
5 AP604 20250929 8362.0 8388.0 ... 783.85 8339.0 8259.0 AP
6 AP605 20250929 8310.0 8433.0 ... 20768.51 8371.0 8269.0 AP
7 CF511 20250929 13405.0 13430.0 ... 281544.73 13345.0 13500.0 CF
8 CF601 20250929 13390.0 13425.0 ... 1640207.09 13365.0 13460.0 CF
9 CF603 20250929 13380.0 13400.0 ... 3818.94 13355.0 13425.0 CF
10 CF605 20250929 13400.0 13425.0 ... 217717.18 13370.0 13460.0 CF
11 CF607 20250929 13425.0 13450.0 ... 2231.37 13400.0 13475.0 CF
12 CF609 20250929 13580.0 13585.0 ... 2545.98 13540.0 13635.0 CF
13 CJ512 20250929 11180.0 11180.0 ... 10855.29 10910.0 11115.0 CJ
14 CJ601 20250929 11270.0 11270.0 ... 1617835.48 10955.0 11175.0 CJ
15 CJ603 20250929 11220.0 11280.0 ... 24991.00 10945.0 11155.0 CJ
16 CJ605 20250929 11330.0 11330.0 ... 255484.38 11020.0 11205.0 CJ
17 CJ607 20250929 11390.0 11400.0 ... 4382.50 11110.0 11325.0 CJ
18 CJ609 20250929 11490.0 11500.0 ... 2175.80 11245.0 11415.0 CJ
19 CY510 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250929 19610.0 19615.0 ... 116020.41 19530.0 19745.0 CY
21 CY512 20250929 0.0 0.0 ... 0.00 19415.0 19515.0 CY
22 CY601 20250929 19545.0 19550.0 ... 6007.06 19505.0 19645.0 CY
23 CY602 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
24 CY603 20250929 0.0 0.0 ... 0.00 19775.0 19830.0 CY
25 CY604 20250929 0.0 0.0 ... 0.00 19545.0 19545.0 CY
26 CY605 20250929 19575.0 19575.0 ... 9.79 19575.0 19695.0 CY
27 CY606 20250929 0.0 0.0 ... 0.00 19555.0 19555.0 CY
28 CY607 20250929 0.0 0.0 ... 0.00 19915.0 19965.0 CY
29 CY608 20250929 0.0 0.0 ... 0.00 19735.0 19735.0 CY
30 CY609 20250929 0.0 0.0 ... 0.00 19885.0 19965.0 CY
31 FG510 20250929 1130.0 1130.0 ... 9258.22 1117.0 1135.0 FG
32 FG511 20250929 1128.0 1132.0 ... 284860.98 1112.0 1140.0 FG
33 FG512 20250929 1252.0 1255.0 ... 140604.75 1230.0 1259.0 FG
34 FG601 20250929 1251.0 1253.0 ... 5591696.92 1229.0 1257.0 FG
35 FG602 20250929 1304.0 1306.0 ... 45248.10 1285.0 1310.0 FG
36 FG603 20250929 1298.0 1307.0 ... 2811.19 1287.0 1314.0 FG
37 FG604 20250929 1359.0 1373.0 ... 1180.58 1348.0 1381.0 FG
38 FG605 20250929 1369.0 1371.0 ... 184698.54 1347.0 1376.0 FG
39 FG606 20250929 1397.0 1398.0 ... 1975.64 1378.0 1403.0 FG
40 FG607 20250929 1390.0 1394.0 ... 2603.30 1372.0 1398.0 FG
41 FG608 20250929 1425.0 1432.0 ... 1279.09 1418.0 1438.0 FG
42 FG609 20250929 1430.0 1434.0 ... 6085.10 1420.0 1440.0 FG
43 JR511 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250929 2258.0 2275.0 ... 3233.71 2261.0 2258.0 MA
52 MA511 20250929 2293.0 2308.0 ... 106475.80 2298.0 2297.0 MA
53 MA512 20250929 2334.0 2345.0 ... 61133.99 2335.0 2330.0 MA
54 MA601 20250929 2360.0 2367.0 ... 1003865.58 2356.0 2352.0 MA
55 MA602 20250929 2383.0 2391.0 ... 33316.36 2383.0 2373.0 MA
56 MA603 20250929 2395.0 2404.0 ... 508.05 2396.0 2394.0 MA
57 MA604 20250929 2398.0 2398.0 ... 114.80 2392.0 2394.0 MA
58 MA605 20250929 2391.0 2394.0 ... 47339.35 2386.0 2385.0 MA
59 MA606 20250929 0.0 0.0 ... 0.00 2396.0 2392.0 MA
60 MA607 20250929 2363.0 2376.0 ... 23.66 2366.0 2368.0 MA
61 MA608 20250929 0.0 0.0 ... 0.00 2373.0 2373.0 MA
62 MA609 20250929 2340.0 2352.0 ... 398.94 2347.0 2344.0 MA
63 OI511 20250929 10338.0 10345.0 ... 482929.50 10288.0 10320.0 OI
64 OI601 20250929 10174.0 10177.0 ... 2347037.86 10128.0 10146.0 OI
65 OI603 20250929 9921.0 9929.0 ... 8380.04 9870.0 9912.0 OI
66 OI605 20250929 9664.0 9664.0 ... 69872.79 9615.0 9632.0 OI
67 OI607 20250929 9580.0 9593.0 ... 726.14 9555.0 9580.0 OI
68 OI609 20250929 9535.0 9547.0 ... 730.81 9491.0 9538.0 OI
69 PF510 20250929 6332.0 6362.0 ... 2031.03 6318.0 6350.0 PF
70 PF511 20250929 6324.0 6356.0 ... 586976.78 6326.0 6344.0 PF
71 PF512 20250929 6288.0 6320.0 ... 346631.01 6294.0 6310.0 PF
72 PF601 20250929 6340.0 6366.0 ... 30760.71 6340.0 6356.0 PF
73 PF602 20250929 6336.0 6368.0 ... 91057.47 6340.0 6354.0 PF
74 PF603 20250929 6352.0 6366.0 ... 117.52 6352.0 6370.0 PF
75 PF604 20250929 6398.0 6442.0 ... 73.85 6422.0 6414.0 PF
76 PF605 20250929 6420.0 6452.0 ... 131.79 6430.0 6440.0 PF
77 PF606 20250929 6424.0 6424.0 ... 6.42 6424.0 6436.0 PF
78 PF607 20250929 6410.0 6446.0 ... 9.65 6432.0 6454.0 PF
79 PF608 20250929 6472.0 6472.0 ... 6.45 6448.0 6472.0 PF
80 PF609 20250929 0.0 0.0 ... 0.00 6498.0 6504.0 PF
81 PK510 20250929 7784.0 7820.0 ... 6758.86 7800.0 7784.0 PK
82 PK511 20250929 7802.0 7868.0 ... 358713.17 7834.0 7784.0 PK
83 PK512 20250929 7776.0 7870.0 ... 119217.42 7826.0 7770.0 PK
84 PK601 20250929 7800.0 7848.0 ... 95841.03 7820.0 7768.0 PK
85 PK603 20250929 7830.0 7862.0 ... 404.03 7846.0 7804.0 PK
86 PK604 20250929 7836.0 7864.0 ... 204.01 7846.0 7820.0 PK
87 PK605 20250929 7840.0 7866.0 ... 5166.75 7846.0 7826.0 PK
88 PL601 20250929 6376.0 6406.0 ... 41908.30 6375.0 6376.0 PL
89 PL602 20250929 6402.0 6413.0 ... 256.11 6403.0 6399.0 PL
90 PL603 20250929 6411.0 6436.0 ... 25.69 6424.0 6402.0 PL
91 PL604 20250929 6419.0 6442.0 ... 38.55 6425.0 6407.0 PL
92 PL605 20250929 6373.0 6386.0 ... 165.65 6371.0 6350.0 PL
93 PL606 20250929 6440.0 6440.0 ... 25.72 6430.0 6428.0 PL
94 PL607 20250929 0.0 0.0 ... 0.00 6399.0 6399.0 PL
95 PL608 20250929 6440.0 6440.0 ... 12.88 6440.0 6499.0 PL
96 PL609 20250929 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250929 5854.0 5854.0 ... 498.23 5828.0 5848.0 PR
104 PR511 20250929 5810.0 5822.0 ... 370379.70 5798.0 5818.0 PR
105 PR512 20250929 5804.0 5826.0 ... 448589.44 5802.0 5818.0 PR
106 PR601 20250929 5806.0 5826.0 ... 197224.95 5802.0 5808.0 PR
107 PR602 20250929 5816.0 5870.0 ... 621.77 5838.0 5844.0 PR
108 PR603 20250929 5810.0 5886.0 ... 764.43 5858.0 5832.0 PR
109 PR604 20250929 5830.0 5916.0 ... 538.82 5890.0 5854.0 PR
110 PR605 20250929 5836.0 5938.0 ... 620.03 5906.0 5864.0 PR
111 PR606 20250929 5916.0 5952.0 ... 71.27 5940.0 5902.0 PR
112 PR607 20250929 5926.0 5954.0 ... 124.75 5940.0 5902.0 PR
113 PR608 20250929 5922.0 5922.0 ... 53.25 5918.0 5914.0 PR
114 PR609 20250929 5940.0 5940.0 ... 62.03 5908.0 5918.0 PR
115 PX510 20250929 6674.0 6682.0 ... 387.90 6632.0 6668.0 PX
116 PX511 20250929 6666.0 6700.0 ... 597824.37 6664.0 6664.0 PX
117 PX512 20250929 6654.0 6682.0 ... 235327.92 6650.0 6648.0 PX
118 PX601 20250929 6652.0 6672.0 ... 145505.81 6640.0 6646.0 PX
119 PX602 20250929 6652.0 6678.0 ... 9133.01 6648.0 6660.0 PX
120 PX603 20250929 6634.0 6664.0 ... 53.06 6634.0 6630.0 PX
121 PX604 20250929 6616.0 6622.0 ... 6.62 6620.0 6658.0 PX
122 PX605 20250929 6658.0 6700.0 ... 617.00 6670.0 6686.0 PX
123 PX606 20250929 6656.0 6656.0 ... 3.33 6656.0 6682.0 PX
124 PX607 20250929 6632.0 6690.0 ... 23.26 6646.0 6670.0 PX
125 PX608 20250929 0.0 0.0 ... 0.00 6686.0 6686.0 PX
126 PX609 20250929 6730.0 6730.0 ... 6.71 6714.0 6690.0 PX
127 RI511 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250929 2467.0 2487.0 ... 8227.56 2472.0 2474.0 RM
134 RM601 20250929 2411.0 2430.0 ... 522729.44 2413.0 2429.0 RM
135 RM603 20250929 2343.0 2346.0 ... 5931.30 2338.0 2346.0 RM
136 RM605 20250929 2330.0 2336.0 ... 101374.11 2328.0 2334.0 RM
137 RM607 20250929 2321.0 2328.0 ... 9704.08 2319.0 2322.0 RM
138 RM608 20250929 2421.0 2427.0 ... 420.85 2419.0 2423.0 RM
139 RM609 20250929 2410.0 2415.0 ... 2280.62 2408.0 2414.0 RM
140 RS511 20250929 5429.0 5429.0 ... 297.83 5318.0 5368.0 RS
141 RS607 20250929 5580.0 5588.0 ... 150.33 5568.0 5571.0 RS
142 RS608 20250929 5543.0 5589.0 ... 122.44 5565.0 5558.0 RS
143 RS609 20250929 5543.0 5583.0 ... 77.86 5561.0 5559.0 RS
144 SA510 20250929 1207.0 1207.0 ... 14570.42 1201.0 1212.0 SA
145 SA511 20250929 1215.0 1219.0 ... 398360.49 1209.0 1224.0 SA
146 SA512 20250929 1278.0 1283.0 ... 258006.82 1272.0 1287.0 SA
147 SA601 20250929 1291.0 1295.0 ... 2455419.25 1284.0 1301.0 SA
148 SA602 20250929 1322.0 1325.0 ... 185719.65 1311.0 1331.0 SA
149 SA603 20250929 1330.0 1333.0 ... 3842.56 1322.0 1339.0 SA
150 SA604 20250929 1371.0 1379.0 ... 1088.96 1365.0 1386.0 SA
151 SA605 20250929 1383.0 1387.0 ... 153744.58 1373.0 1392.0 SA
152 SA606 20250929 1393.0 1401.0 ... 877.84 1389.0 1405.0 SA
153 SA607 20250929 1395.0 1403.0 ... 1861.12 1391.0 1408.0 SA
154 SA608 20250929 1424.0 1436.0 ... 916.92 1428.0 1440.0 SA
155 SA609 20250929 1438.0 1443.0 ... 5361.06 1434.0 1446.0 SA
156 SF510 20250929 5454.0 5478.0 ... 4879.87 5402.0 5480.0 SF
157 SF511 20250929 5620.0 5678.0 ... 957047.42 5590.0 5680.0 SF
158 SF512 20250929 5620.0 5654.0 ... 204478.47 5574.0 5658.0 SF
159 SF601 20250929 5600.0 5638.0 ... 380717.72 5558.0 5644.0 SF
160 SF602 20250929 5550.0 5594.0 ... 47522.51 5524.0 5602.0 SF
161 SF603 20250929 5706.0 5766.0 ... 1214.64 5704.0 5768.0 SF
162 SF604 20250929 5702.0 5740.0 ... 11.42 5708.0 5754.0 SF
163 SF605 20250929 5714.0 5742.0 ... 6198.94 5684.0 5768.0 SF
164 SF606 20250929 5668.0 5704.0 ... 138.26 5644.0 5738.0 SF
165 SF607 20250929 5840.0 5852.0 ... 69.61 5802.0 5872.0 SF
166 SF608 20250929 5784.0 5804.0 ... 11.55 5774.0 5884.0 SF
167 SF609 20250929 5758.0 5828.0 ... 71.99 5760.0 5844.0 SF
168 SH510 20250929 2455.0 2466.0 ... 6784.34 2453.0 2455.0 SH
169 SH511 20250929 2489.0 2496.0 ... 597883.78 2479.0 2482.0 SH
170 SH512 20250929 2530.0 2539.0 ... 344078.99 2519.0 2530.0 SH
171 SH601 20250929 2530.0 2536.0 ... 2488833.56 2513.0 2530.0 SH
172 SH602 20250929 2557.0 2562.0 ... 51761.54 2539.0 2559.0 SH
173 SH603 20250929 2570.0 2580.0 ... 2504.88 2553.0 2575.0 SH
174 SH604 20250929 2608.0 2621.0 ... 358.38 2597.0 2617.0 SH
175 SH605 20250929 2620.0 2629.0 ... 21517.02 2604.0 2623.0 SH
176 SH606 20250929 2629.0 2629.0 ... 242.68 2609.0 2638.0 SH
177 SH607 20250929 2626.0 2632.0 ... 320.31 2604.0 2629.0 SH
178 SH608 20250929 2642.0 2642.0 ... 102.47 2627.0 2645.0 SH
179 SH609 20250929 2656.0 2660.0 ... 531.46 2644.0 2659.0 SH
180 SM510 20250929 5738.0 5748.0 ... 3373.43 5684.0 5752.0 SM
181 SM511 20250929 5818.0 5852.0 ... 398459.35 5786.0 5846.0 SM
182 SM512 20250929 5818.0 5858.0 ... 135876.45 5802.0 5852.0 SM
183 SM601 20250929 5834.0 5868.0 ... 831719.66 5802.0 5866.0 SM
184 SM602 20250929 5836.0 5878.0 ... 243624.84 5812.0 5872.0 SM
185 SM603 20250929 5894.0 5894.0 ... 1247.78 5832.0 5904.0 SM
186 SM604 20250929 5868.0 5882.0 ... 8.81 5874.0 5910.0 SM
187 SM605 20250929 5872.0 5900.0 ... 21467.30 5838.0 5900.0 SM
188 SM606 20250929 5860.0 5900.0 ... 73.00 5840.0 5896.0 SM
189 SM607 20250929 5870.0 5912.0 ... 41.05 5864.0 5918.0 SM
190 SM608 20250929 5914.0 5928.0 ... 17.64 5880.0 5936.0 SM
191 SM609 20250929 5868.0 5928.0 ... 930.02 5868.0 5940.0 SM
192 SR511 20250929 5519.0 5530.0 ... 138166.21 5519.0 5520.0 SR
193 SR601 20250929 5485.0 5505.0 ... 789921.09 5489.0 5491.0 SR
194 SR603 20250929 5467.0 5483.0 ... 1713.04 5473.0 5473.0 SR
195 SR605 20250929 5447.0 5463.0 ... 62060.93 5448.0 5452.0 SR
196 SR607 20250929 5451.0 5460.0 ... 4259.43 5447.0 5451.0 SR
197 SR609 20250929 5454.0 5468.0 ... 5573.82 5449.0 5457.0 SR
198 TA510 20250929 4612.0 4632.0 ... 8162.28 4606.0 4626.0 TA
199 TA511 20250929 4620.0 4652.0 ... 273494.08 4626.0 4640.0 TA
200 TA512 20250929 4638.0 4660.0 ... 142326.03 4638.0 4650.0 TA
201 TA601 20250929 4650.0 4672.0 ... 1350166.41 4650.0 4664.0 TA
202 TA602 20250929 4668.0 4684.0 ... 23176.32 4664.0 4674.0 TA
203 TA603 20250929 4680.0 4692.0 ... 451.18 4676.0 4690.0 TA
204 TA604 20250929 4672.0 4672.0 ... 9.32 4662.0 4698.0 TA
205 TA605 20250929 4692.0 4718.0 ... 47510.47 4694.0 4706.0 TA
206 TA606 20250929 4702.0 4702.0 ... 7.04 4696.0 4706.0 TA
207 TA607 20250929 4710.0 4710.0 ... 9.41 4704.0 4718.0 TA
208 TA608 20250929 4712.0 4732.0 ... 9.43 4718.0 4736.0 TA
209 TA609 20250929 4732.0 4756.0 ... 274.84 4740.0 4742.0 TA
210 UR510 20250929 1546.0 1552.0 ... 2939.37 1541.0 1549.0 UR
211 UR511 20250929 1640.0 1642.0 ... 77585.41 1632.0 1649.0 UR
212 UR512 20250929 1645.0 1655.0 ... 24157.22 1646.0 1661.0 UR
213 UR601 20250929 1666.0 1668.0 ... 563687.81 1657.0 1673.0 UR
214 UR602 20250929 1670.0 1675.0 ... 582.02 1663.0 1680.0 UR
215 UR603 20250929 1712.0 1715.0 ... 167.55 1710.0 1725.0 UR
216 UR604 20250929 1716.0 1718.0 ... 211.73 1708.0 1725.0 UR
217 UR605 20250929 1717.0 1718.0 ... 27474.81 1708.0 1725.0 UR
218 UR606 20250929 1720.0 1720.0 ... 666.53 1709.0 1724.0 UR
219 UR607 20250929 1750.0 1750.0 ... 149.94 1743.0 1758.0 UR
220 UR608 20250929 1739.0 1741.0 ... 135.48 1737.0 1745.0 UR
221 UR609 20250929 1735.0 1738.0 ... 550.11 1730.0 1743.0 UR
222 WH511 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:26:31,987 - future_1d - INFO - ak.get_czce_daily('2025-09-29') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250929 488.1 505 ... 1945.63 486.4 487.5 SC
1 SC2511 20250929 492.1 499.2 ... 4743445.34 494.5 489.1 SC
2 SC2512 20250929 493.3 499.6 ... 1085522.81 495.1 490.8 SC
3 SC2601 20250929 493.3 499.5 ... 237010.04 494.9 490.7 SC
4 SC2602 20250929 494 498.9 ... 63648.63 493.7 489.9 SC
5 SC2603 20250929 492.7 497.8 ... 25421.15 491.7 490 SC
6 SC2604 20250929 495.4 496.8 ... 13338.42 490.3 490.3 SC
7 SC2605 20250929 492.5 497.2 ... 15766.67 489.6 491.2 SC
8 SC2606 20250929 490.6 496.6 ... 16122.84 490 488.9 SC
9 SC2607 20250929 494.6 494.8 ... 392.33 490.4 484.9 SC
10 SC2608 20250929 493.5 493.5 ... 98.56 492.8 486.6 SC
11 SC2609 20250929 491 492.3 ... 293.45 489 483.8 SC
12 SC2612 20250929 475.2 475.2 ... 47.52 475.2 479.5 SC
13 SC2703 20250929 472.1 472.1 ... 47.21 472.1 473.1 SC
14 SC2706 20250929 ... 0 477 477 SC
15 SC2709 20250929 ... 0 477 477 SC
16 SC2712 20250929 477.6 482.2 ... 479.29 479.2 475.9 SC
17 SC2803 20250929 475 477.9 ... 285.07 475.1 475 SC
18 SC2806 20250929 472.4 476.2 ... 520.88 473.5 473.8 SC
19 SC2809 20250929 ... 0 472.1 472.1 SC
21 LU2510 20250929 ... 0 3450 3450 LU
22 LU2511 20250929 3489 3527 ... 238222.826 3482 3470 LU
23 LU2512 20250929 3481 3540 ... 200238.01 3494 3471 LU
24 LU2601 20250929 3480 3528 ... 94948.303 3481 3459 LU
25 LU2602 20250929 3451 3505 ... 3556.073 3455 3440 LU
26 LU2603 20250929 3442 3498 ... 1361.94 3456 3425 LU
27 LU2604 20250929 3454 3461 ... 44.717 3439 3407 LU
28 LU2605 20250929 3451 3454 ... 58.489 3440 3437 LU
29 LU2606 20250929 3449 3467 ... 10.378 3459 3427 LU
30 LU2607 20250929 3418 3458 ... 34.39 3439 3418 LU
31 LU2608 20250929 3415 3439 ... 30.78 3420 3392 LU
32 LU2609 20250929 3396 3429 ... 64.773 3409 3379 LU
34 NR2510 20250929 12425 12455 ... 28212.04 12370 12320 NR
35 NR2511 20250929 12450 12475 ... 1153395.56 12370 12350 NR
36 NR2512 20250929 12430 12485 ... 395493.37 12375 12375 NR
37 NR2601 20250929 12465 12505 ... 211166.935 12405 12395 NR
38 NR2602 20250929 12470 12470 ... 4864.5 12405 12380 NR
39 NR2603 20250929 12390 12485 ... 1422.075 12365 12455 NR
40 NR2604 20250929 12485 12495 ... 348.24 12435 12390 NR
41 NR2605 20250929 12460 12535 ... 186.43 12425 12460 NR
42 NR2606 20250929 12430 12430 ... 12.43 12430 12465 NR
43 NR2607 20250929 12500 12600 ... 25.1 12550 12650 NR
44 NR2608 20250929 12520 12650 ... 50.22 12555 12685 NR
45 NR2609 20250929 ... 0 12510 12510 NR
47 BC2510 20250929 72980 73160 ... 88849.76 72820 73250 BC
48 BC2511 20250929 73090 73350 ... 285677.51 73040 73420 BC
49 BC2512 20250929 73150 73480 ... 5590.91 73080 73550 BC
50 BC2601 20250929 ... 0 73160 73160 BC
51 BC2602 20250929 72990 73600 ... 109.625 73080 73820 BC
52 BC2603 20250929 ... 0 73290 73000 BC
53 BC2604 20250929 ... 0 73000 73000 BC
54 BC2605 20250929 ... 0 72900 72900 BC
55 BC2606 20250929 ... 0 72960 72960 BC
56 BC2607 20250929 ... 0 72900 72840 BC
57 BC2608 20250929 ... 0 73000 73000 BC
58 BC2609 20250929 ... 0 73000 73000 BC
60 EC2510 20250929 1141 1154.5 ... 93576.7345 1122 1150.8 EC
61 EC2512 20250929 1763 1775.3 ... 103054.394 1735 1780.6 EC
62 EC2602 20250929 1668.1 1684.6 ... 32984.4615 1644.7 1691.9 EC
63 EC2604 20250929 1260 1261.5 ... 7450.222 1253.1 1279.1 EC
64 EC2606 20250929 1463.6 1478 ... 705.1215 1453.8 1482.6 EC
65 EC2608 20250929 1601.1 1607.9 ... 599.612 1598.9 1631 EC
68 SC_TAS2511 20250929 ... SC_TAS
69 SC_TAS2512 20250929 ... SC_TAS
70 SC_TAS2601 20250929 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:26:32,049 - future_1d - INFO - ak.get_ine_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 a2511 20250929 3939.00 ... 3931.00 3940.00 A
1 a2601 20250929 3906.00 ... 3897.00 3918.00 A
2 a2603 20250929 3904.00 ... 3897.00 3922.00 A
3 a2605 20250929 3935.00 ... 3929.00 3951.00 A
4 a2607 20250929 3931.00 ... 3927.00 3945.00 A
5 a2609 20250929 3928.00 ... 3932.00 3948.00 A
6 b2510 20250929 3591.00 ... 3628.00 3630.00 B
7 b2511 20250929 3609.00 ... 3605.00 3627.00 B
8 b2512 20250929 3630.00 ... 3629.00 3647.00 B
9 b2601 20250929 3627.00 ... 3629.00 3647.00 B
10 b2602 20250929 3639.00 ... 3641.00 3649.00 B
11 b2603 20250929 3602.00 ... 3606.00 3615.00 B
12 b2604 20250929 3504.00 ... 3508.00 3520.00 B
13 b2605 20250929 3443.00 ... 3440.00 3449.00 B
14 b2606 20250929 3412.00 ... 3412.00 3422.00 B
15 b2607 20250929 3421.00 ... 3414.00 3428.00 B
16 b2608 20250929 3515.00 ... 3513.00 3520.00 B
17 b2609 20250929 3529.00 ... 3530.00 3535.00 B
18 bb2511 20250929 141.05 ... 141.75 141.90 BB
19 bb2601 20250929 146.40 ... 146.80 147.00 BB
20 bb2603 20250929 147.00 ... 147.00 147.00 BB
21 bb2605 20250929 0.00 ... 141.70 141.70 BB
22 bb2607 20250929 0.00 ... 146.45 146.45 BB
23 bb2609 20250929 0.00 ... 146.45 146.45 BB
24 bz2603 20250929 5919.00 ... 5895.00 5906.00 BZ
25 bz2604 20250929 5886.00 ... 5880.00 5880.00 BZ
26 bz2605 20250929 5939.00 ... 5894.00 5936.00 BZ
27 bz2606 20250929 0.00 ... 5902.00 5936.00 BZ
28 bz2607 20250929 0.00 ... 5880.00 5880.00 BZ
29 bz2608 20250929 0.00 ... 5858.00 5883.00 BZ
30 bz2609 20250929 0.00 ... 5884.00 5884.00 BZ
31 c2511 20250929 2178.00 ... 2171.00 2176.00 C
32 c2601 20250929 2140.00 ... 2137.00 2137.00 C
33 c2603 20250929 2150.00 ... 2150.00 2146.00 C
34 c2605 20250929 2203.00 ... 2206.00 2203.00 C
35 c2607 20250929 2216.00 ... 2216.00 2213.00 C
36 c2609 20250929 2231.00 ... 2230.00 2228.00 C
37 cs2511 20250929 2479.00 ... 2486.00 2485.00 CS
38 cs2601 20250929 2463.00 ... 2461.00 2467.00 CS
39 cs2603 20250929 2464.00 ... 2463.00 2466.00 CS
40 cs2605 20250929 2548.00 ... 2548.00 2547.00 CS
41 cs2607 20250929 2551.00 ... 2553.00 2551.00 CS
42 cs2609 20250929 2583.00 ... 2585.00 2586.00 CS
43 eb2510 20250929 6899.00 ... 6888.00 6899.00 EB
44 eb2511 20250929 6961.00 ... 6939.00 6939.00 EB
45 eb2512 20250929 6968.00 ... 6948.00 6954.00 EB
46 eb2601 20250929 6992.00 ... 6987.00 6980.00 EB
47 eb2602 20250929 7038.00 ... 7020.00 7021.00 EB
48 eb2603 20250929 7071.00 ... 7043.00 7058.00 EB
49 eb2604 20250929 7108.00 ... 7108.00 7103.00 EB
50 eb2605 20250929 7106.00 ... 7099.00 7103.00 EB
51 eb2606 20250929 7151.00 ... 7152.00 7117.00 EB
52 eb2607 20250929 7153.00 ... 7153.00 7134.00 EB
53 eb2608 20250929 7178.00 ... 7178.00 7177.00 EB
54 eb2609 20250929 0.00 ... 7177.00 7177.00 EB
55 eg2510 20250929 4256.00 ... 4268.00 4269.00 EG
56 eg2511 20250929 4224.00 ... 4217.00 4221.00 EG
57 eg2512 20250929 0.00 ... 4218.00 4218.00 EG
58 eg2601 20250929 4215.00 ... 4225.00 4227.00 EG
59 eg2602 20250929 4227.00 ... 4233.00 4231.00 EG
60 eg2603 20250929 4235.00 ... 4237.00 4252.00 EG
61 eg2604 20250929 4262.00 ... 4262.00 4276.00 EG
62 eg2605 20250929 4276.00 ... 4287.00 4285.00 EG
63 eg2606 20250929 4270.00 ... 4270.00 4300.00 EG
64 eg2607 20250929 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250929 0.00 ... 4346.00 4346.00 EG
66 eg2609 20250929 0.00 ... 4367.00 4367.00 EG
67 fb2510 20250929 1260.50 ... 1266.00 1270.00 FB
68 fb2511 20250929 1251.50 ... 1252.00 1254.50 FB
69 fb2512 20250929 1254.00 ... 1253.00 1255.00 FB
70 fb2601 20250929 1256.00 ... 1255.00 1254.50 FB
71 fb2602 20250929 1253.00 ... 1254.50 1253.50 FB
72 fb2603 20250929 1241.00 ... 1240.00 1243.50 FB
73 fb2604 20250929 0.00 ... 1254.50 1254.50 FB
74 fb2605 20250929 0.00 ... 1299.00 1300.50 FB
75 fb2606 20250929 0.00 ... 1276.50 1276.50 FB
76 fb2607 20250929 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250929 0.00 ... 1308.00 1308.00 FB
78 fb2609 20250929 0.00 ... 1296.00 1296.00 FB
79 i2510 20250929 805.00 ... 803.50 813.50 I
80 i2511 20250929 804.00 ... 801.50 809.50 I
81 i2512 20250929 797.50 ... 794.00 805.00 I
82 i2601 20250929 790.00 ... 785.50 796.50 I
83 i2602 20250929 784.50 ... 780.50 790.50 I
84 i2603 20250929 777.50 ... 775.50 787.50 I
85 i2604 20250929 774.50 ... 771.50 784.50 I
86 i2605 20250929 769.50 ... 765.00 776.50 I
87 i2606 20250929 763.00 ... 760.00 772.00 I
88 i2607 20250929 758.00 ... 755.00 767.00 I
89 i2608 20250929 753.50 ... 750.50 763.50 I
90 i2609 20250929 750.50 ... 745.50 755.50 I
91 j2510 20250929 1580.00 ... 1578.50 1619.50 J
92 j2511 20250929 1617.00 ... 1595.50 1643.50 J
93 j2512 20250929 1649.50 ... 1637.50 1684.50 J
94 j2601 20250929 1699.50 ... 1666.50 1718.50 J
95 j2602 20250929 1703.00 ... 1688.00 1747.50 J
96 j2603 20250929 0.00 ... 1725.00 1778.00 J
97 j2604 20250929 1767.50 ... 1767.50 1841.50 J
98 j2605 20250929 1844.50 ... 1808.00 1862.50 J
99 j2606 20250929 1843.00 ... 1830.50 1901.00 J
100 j2607 20250929 1875.00 ... 1875.00 1903.50 J
101 j2608 20250929 1869.50 ... 1869.50 1919.50 J
102 j2609 20250929 1909.00 ... 1890.50 1933.50 J
103 jd2510 20250929 2946.00 ... 2928.00 2952.00 JD
104 jd2511 20250929 3029.00 ... 3028.00 3051.00 JD
105 jd2512 20250929 3170.00 ... 3175.00 3182.00 JD
106 jd2601 20250929 3350.00 ... 3348.00 3360.00 JD
107 jd2602 20250929 3090.00 ... 3090.00 3106.00 JD
108 jd2603 20250929 3125.00 ... 3113.00 3130.00 JD
109 jd2604 20250929 3241.00 ... 3236.00 3253.00 JD
110 jd2605 20250929 3380.00 ... 3386.00 3385.00 JD
111 jd2606 20250929 3225.00 ... 3226.00 3226.00 JD
112 jd2607 20250929 3470.00 ... 3472.00 3470.00 JD
113 jd2608 20250929 3918.00 ... 3921.00 3918.00 JD
114 jd2609 20250929 3793.00 ... 3796.00 3787.00 JD
115 jm2510 20250929 1026.00 ... 1010.50 1037.00 JM
116 jm2511 20250929 1061.00 ... 1034.50 1071.50 JM
117 jm2512 20250929 1131.00 ... 1102.50 1142.00 JM
118 jm2601 20250929 1191.00 ... 1171.50 1214.50 JM
119 jm2602 20250929 1218.00 ... 1194.00 1237.00 JM
120 jm2603 20250929 1237.00 ... 1216.00 1256.50 JM
121 jm2604 20250929 1256.50 ... 1233.50 1278.50 JM
122 jm2605 20250929 1278.50 ... 1258.50 1304.00 JM
123 jm2606 20250929 1295.00 ... 1270.00 1319.00 JM
124 jm2607 20250929 1312.00 ... 1292.00 1333.50 JM
125 jm2608 20250929 1320.00 ... 1310.00 1350.50 JM
126 jm2609 20250929 1350.00 ... 1333.50 1374.00 JM
127 l2510 20250929 7071.00 ... 7091.00 7072.00 L
128 l2511 20250929 7114.00 ... 7114.00 7103.00 L
129 l2512 20250929 7136.00 ... 7150.00 7138.00 L
130 l2601 20250929 7173.00 ... 7174.00 7163.00 L
131 l2602 20250929 7163.00 ... 7168.00 7161.00 L
132 l2603 20250929 7180.00 ... 7188.00 7186.00 L
133 l2604 20250929 7212.00 ... 7221.00 7210.00 L
134 l2605 20250929 7200.00 ... 7213.00 7200.00 L
135 l2606 20250929 7203.00 ... 7214.00 7208.00 L
136 l2607 20250929 7209.00 ... 7219.00 7227.00 L
137 l2608 20250929 7229.00 ... 7240.00 7245.00 L
138 l2609 20250929 7228.00 ... 7237.00 7228.00 L
139 lg2511 20250929 808.50 ... 809.00 807.50 LG
140 lg2601 20250929 819.50 ... 820.50 820.50 LG
141 lg2603 20250929 826.00 ... 826.50 825.50 LG
142 lg2605 20250929 828.50 ... 827.50 828.50 LG
143 lg2607 20250929 830.00 ... 828.50 829.50 LG
144 lg2609 20250929 820.50 ... 820.50 816.50 LG
145 lh2511 20250929 12550.00 ... 12345.00 12625.00 LH
146 lh2601 20250929 13045.00 ... 12835.00 13180.00 LH
147 lh2603 20250929 12580.00 ... 12450.00 12660.00 LH
148 lh2605 20250929 12980.00 ... 12845.00 13070.00 LH
149 lh2607 20250929 13600.00 ... 13360.00 13655.00 LH
150 lh2609 20250929 14000.00 ... 13980.00 14220.00 LH
151 m2511 20250929 2906.00 ... 2906.00 2916.00 M
152 m2512 20250929 2951.00 ... 2945.00 2960.00 M
153 m2601 20250929 2938.00 ... 2937.00 2949.00 M
154 m2603 20250929 2918.00 ... 2913.00 2921.00 M
155 m2605 20250929 2753.00 ... 2749.00 2755.00 M
156 m2607 20250929 2739.00 ... 2735.00 2744.00 M
157 m2608 20250929 2858.00 ... 2854.00 2860.00 M
158 m2609 20250929 2858.00 ... 2857.00 2863.00 M
159 p2510 20250929 9126.00 ... 9102.00 9126.00 P
160 p2511 20250929 9168.00 ... 9188.00 9208.00 P
161 p2512 20250929 9194.00 ... 9204.00 9232.00 P
162 p2601 20250929 9236.00 ... 9234.00 9266.00 P
163 p2602 20250929 9216.00 ... 9224.00 9218.00 P
164 p2603 20250929 9188.00 ... 9196.00 9160.00 P
165 p2604 20250929 9150.00 ... 9152.00 9154.00 P
166 p2605 20250929 9060.00 ... 9056.00 9076.00 P
167 p2606 20250929 8986.00 ... 8978.00 8978.00 P
168 p2607 20250929 8888.00 ... 8880.00 8876.00 P
169 p2608 20250929 8768.00 ... 8770.00 8776.00 P
170 p2609 20250929 8676.00 ... 8676.00 8686.00 P
171 pg2510 20250929 4438.00 ... 4448.00 4432.00 PG
172 pg2511 20250929 4302.00 ... 4295.00 4285.00 PG
173 pg2512 20250929 4218.00 ... 4213.00 4215.00 PG
174 pg2601 20250929 4155.00 ... 4143.00 4150.00 PG
175 pg2602 20250929 4089.00 ... 4077.00 4085.00 PG
176 pg2603 20250929 4006.00 ... 3996.00 4003.00 PG
177 pg2604 20250929 4364.00 ... 4352.00 4367.00 PG
178 pg2605 20250929 4270.00 ... 4268.00 4285.00 PG
179 pg2606 20250929 0.00 ... 4212.00 4228.00 PG
180 pg2607 20250929 4153.00 ... 4156.00 4154.00 PG
181 pg2608 20250929 4120.00 ... 4101.00 4109.00 PG
182 pg2609 20250929 4098.00 ... 4093.00 4093.00 PG
183 pp2510 20250929 6786.00 ... 6782.00 6795.00 PP
184 pp2511 20250929 6840.00 ... 6823.00 6830.00 PP
185 pp2512 20250929 6869.00 ... 6862.00 6869.00 PP
186 pp2601 20250929 6899.00 ... 6899.00 6900.00 PP
187 pp2602 20250929 6892.00 ... 6888.00 6889.00 PP
188 pp2603 20250929 6884.00 ... 6890.00 6890.00 PP
189 pp2604 20250929 6917.00 ... 6932.00 6917.00 PP
190 pp2605 20250929 6942.00 ... 6940.00 6944.00 PP
191 pp2606 20250929 6908.00 ... 6908.00 6921.00 PP
192 pp2607 20250929 6865.00 ... 6873.00 6893.00 PP
193 pp2608 20250929 6874.00 ... 6884.00 6900.00 PP
194 pp2609 20250929 6906.00 ... 6915.00 6924.00 PP
195 rr2510 20250929 3623.00 ... 3619.00 3623.00 RR
196 rr2511 20250929 3614.00 ... 3613.00 3613.00 RR
197 rr2512 20250929 3617.00 ... 3610.00 3614.00 RR
198 rr2601 20250929 3621.00 ... 3619.00 3620.00 RR
199 rr2602 20250929 3608.00 ... 3609.00 3606.00 RR
200 rr2603 20250929 3616.00 ... 3613.00 3614.00 RR
201 rr2604 20250929 3621.00 ... 3616.00 3616.00 RR
202 rr2605 20250929 3618.00 ... 3615.00 3618.00 RR
203 rr2606 20250929 0.00 ... 3600.00 3600.00 RR
204 rr2607 20250929 0.00 ... 3609.00 3609.00 RR
205 rr2608 20250929 0.00 ... 3614.00 3614.00 RR
206 rr2609 20250929 0.00 ... 3623.00 3614.00 RR
207 v2510 20250929 4788.00 ... 4780.00 4788.00 V
208 v2511 20250929 4812.00 ... 4808.00 4817.00 V
209 v2512 20250929 4848.00 ... 4850.00 4858.00 V
210 v2601 20250929 4894.00 ... 4895.00 4902.00 V
211 v2602 20250929 4932.00 ... 4934.00 4941.00 V
212 v2603 20250929 4959.00 ... 4964.00 4971.00 V
213 v2604 20250929 5158.00 ... 5165.00 5174.00 V
214 v2605 20250929 5192.00 ... 5202.00 5205.00 V
215 v2606 20250929 5220.00 ... 5239.00 5248.00 V
216 v2607 20250929 5263.00 ... 5263.00 5277.00 V
217 v2608 20250929 5296.00 ... 5296.00 5302.00 V
218 v2609 20250929 5336.00 ... 5331.00 5341.00 V
219 y2511 20250929 8160.00 ... 8166.00 8202.00 Y
220 y2512 20250929 8202.00 ... 8210.00 8248.00 Y
221 y2601 20250929 8150.00 ... 8154.00 8192.00 Y
222 y2603 20250929 8112.00 ... 8114.00 8140.00 Y
223 y2605 20250929 7932.00 ... 7932.00 7946.00 Y
224 y2607 20250929 7888.00 ... 7882.00 7908.00 Y
225 y2608 20250929 7884.00 ... 7878.00 7896.00 Y
226 y2609 20250929 7850.00 ... 7858.00 7876.00 Y
[227 rows x 12 columns]
2025-09-29 18:26:32,609 - future_1d - INFO - ak.get_dce_daily('2025-09-29') done
2025-09-29 18:26:34,372 - future_1d - INFO - save future_daily 2025-09-29 completed