44 eb2512 20250708 7069.0 ... 7050.00 7064.00 EB
45 eb2601 20250708 7061.0 ... 7048.00 7061.00 EB
46 eb2602 20250708 7099.0 ... 7062.00 7088.00 EB
47 eb2603 20250708 7093.0 ... 7082.00 7102.00 EB
48 eb2604 20250708 7085.0 ... 7069.00 7082.00 EB
49 eb2605 20250708 7081.0 ... 7056.00 7088.00 EB
50 eb2606 20250708 7080.0 ... 7060.00 7080.00 EB
51 eg2507 20250708 0.0 ... 4226.00 4226.00 EG
52 eg2508 20250708 4262.0 ... 4257.00 4266.00 EG
53 eg2509 20250708 4285.0 ... 4273.00 4282.00 EG
54 eg2510 20250708 4292.0 ... 4284.00 4290.00 EG
55 eg2511 20250708 4305.0 ... 4291.00 4298.00 EG
56 eg2512 20250708 4297.0 ... 4285.00 4308.00 EG
57 eg2601 20250708 4319.0 ... 4300.00 4314.00 EG
58 eg2602 20250708 4298.0 ... 4299.00 4319.00 EG
59 eg2603 20250708 4334.0 ... 4334.00 4318.00 EG
60 eg2604 20250708 0.0 ... 4330.00 4330.00 EG
61 eg2605 20250708 4326.0 ... 4331.00 4325.00 EG
62 eg2606 20250708 4329.0 ... 4329.00 4357.00 EG
63 fb2507 20250708 0.0 ... 1341.50 1341.50 FB
64 fb2508 20250708 1325.0 ... 1325.00 1331.00 FB
65 fb2509 20250708 1310.5 ... 1310.50 1309.00 FB
66 fb2510 20250708 1327.0 ... 1325.00 1327.50 FB
67 fb2511 20250708 1324.0 ... 1325.00 1325.00 FB
68 fb2512 20250708 1322.0 ... 1323.50 1324.00 FB
69 fb2601 20250708 1297.0 ... 1300.50 1306.00 FB
70 fb2602 20250708 0.0 ... 1290.50 1295.50 FB
71 fb2603 20250708 0.0 ... 1313.50 1313.50 FB
72 fb2604 20250708 0.0 ... 1310.50 1310.50 FB
73 fb2605 20250708 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250708 0.0 ... 1292.50 1292.50 FB
75 i2507 20250708 0.0 ... 748.00 729.50 I
76 i2508 20250708 736.0 ... 736.50 737.00 I
77 i2509 20250708 731.0 ... 731.50 732.00 I
78 i2510 20250708 724.5 ... 725.50 725.50 I
79 i2511 20250708 718.5 ... 719.00 720.00 I
80 i2512 20250708 711.0 ... 712.00 713.00 I
81 i2601 20250708 708.0 ... 705.00 706.50 I
82 i2602 20250708 703.0 ... 702.00 704.50 I
83 i2603 20250708 698.5 ... 699.00 700.50 I
84 i2604 20250708 695.5 ... 695.00 696.50 I
85 i2605 20250708 687.5 ... 688.50 688.50 I
86 i2606 20250708 680.5 ... 682.50 683.50 I
87 j2507 20250708 0.0 ... 1304.50 1304.50 J
88 j2508 20250708 1381.5 ... 1392.50 1391.00 J
89 j2509 20250708 1417.0 ... 1421.50 1422.50 J
90 j2510 20250708 1428.0 ... 1433.00 1440.50 J
91 j2511 20250708 0.0 ... 1450.00 1450.00 J
92 j2512 20250708 1459.0 ... 1464.00 1452.00 J
93 j2601 20250708 1468.0 ... 1466.50 1464.00 J
94 j2602 20250708 0.0 ... 1481.50 1481.50 J
95 j2603 20250708 1506.0 ... 1505.00 1522.50 J
96 j2604 20250708 0.0 ... 1499.50 1499.50 J
97 j2605 20250708 1504.0 ... 1509.00 1504.50 J
98 j2606 20250708 0.0 ... 1528.00 1528.00 J
99 jd2507 20250708 2820.0 ... 2778.00 2814.00 JD
100 jd2508 20250708 3450.0 ... 3447.00 3491.00 JD
101 jd2509 20250708 3566.0 ... 3577.00 3609.00 JD
102 jd2510 20250708 3362.0 ... 3369.00 3375.00 JD
103 jd2511 20250708 3411.0 ... 3413.00 3420.00 JD
104 jd2512 20250708 3570.0 ... 3568.00 3575.00 JD
105 jd2601 20250708 3620.0 ... 3628.00 3629.00 JD
106 jd2602 20250708 3196.0 ... 3199.00 3197.00 JD
107 jd2603 20250708 3200.0 ... 3203.00 3203.00 JD
108 jd2604 20250708 3344.0 ... 3340.00 3336.00 JD
109 jd2605 20250708 3410.0 ... 3412.00 3404.00 JD
110 jd2606 20250708 3253.0 ... 3266.00 3258.00 JD
111 jm2507 20250708 822.0 ... 830.00 800.00 JM
112 jm2508 20250708 795.5 ... 798.00 793.50 JM
113 jm2509 20250708 832.0 ... 839.50 836.50 JM
114 jm2510 20250708 852.5 ... 856.50 854.50 JM
115 jm2511 20250708 867.0 ... 869.50 866.50 JM
116 jm2512 20250708 878.0 ... 880.00 878.50 JM
117 jm2601 20250708 885.0 ... 887.50 885.50 JM
118 jm2602 20250708 896.5 ... 896.00 896.00 JM
119 jm2603 20250708 899.0 ... 900.50 897.00 JM
120 jm2604 20250708 916.0 ... 914.00 908.50 JM
121 jm2605 20250708 918.5 ... 918.00 917.00 JM
122 jm2606 20250708 923.5 ... 928.50 926.50 JM
123 l2507 20250708 0.0 ... 7291.00 7291.00 L
124 l2508 20250708 7257.0 ... 7256.00 7257.00 L
125 l2509 20250708 7255.0 ... 7250.00 7250.00 L
126 l2510 20250708 7247.0 ... 7245.00 7241.00 L
127 l2511 20250708 7244.0 ... 7242.00 7240.00 L
128 l2512 20250708 7241.0 ... 7236.00 7233.00 L
129 l2601 20250708 7223.0 ... 7229.00 7220.00 L
130 l2602 20250708 7197.0 ... 7199.00 7210.00 L
131 l2603 20250708 7199.0 ... 7194.00 7214.00 L
132 l2604 20250708 7221.0 ... 7215.00 7291.00 L
133 l2605 20250708 7199.0 ... 7205.00 7201.00 L
134 l2606 20250708 7209.0 ... 7210.00 7215.00 L
135 lg2507 20250708 820.0 ... 819.50 823.00 LG
136 lg2509 20250708 785.0 ... 787.00 788.50 LG
137 lg2511 20250708 784.0 ... 784.00 784.00 LG
138 lg2601 20250708 783.0 ... 783.00 784.00 LG
139 lg2603 20250708 783.5 ... 785.00 786.50 LG
140 lg2605 20250708 787.5 ... 790.50 787.50 LG
141 lh2507 20250708 0.0 ... 13970.00 13970.00 LH
142 lh2509 20250708 14240.0 ... 14270.00 14255.00 LH
143 lh2511 20250708 13700.0 ... 13680.00 13720.00 LH
144 lh2601 20250708 13810.0 ... 13730.00 13800.00 LH
145 lh2603 20250708 12990.0 ... 12995.00 13000.00 LH
146 lh2605 20250708 13200.0 ... 13180.00 13180.00 LH
147 m2507 20250708 2808.0 ... 2802.00 2808.00 M
148 m2508 20250708 2913.0 ... 2919.00 2929.00 M
149 m2509 20250708 2935.0 ... 2938.00 2948.00 M
150 m2511 20250708 2973.0 ... 2975.00 2984.00 M
151 m2512 20250708 3011.0 ... 3012.00 3021.00 M
152 m2601 20250708 2988.0 ... 2990.00 3002.00 M
153 m2603 20250708 2855.0 ... 2856.00 2861.00 M
154 m2605 20250708 2710.0 ... 2706.00 2710.00 M
155 p2507 20250708 0.0 ... 8468.00 8468.00 P
156 p2508 20250708 8496.0 ... 8588.00 8470.00 P
157 p2509 20250708 8476.0 ... 8554.00 8446.00 P
158 p2510 20250708 8482.0 ... 8576.00 8452.00 P
159 p2511 20250708 8492.0 ... 8556.00 8450.00 P
160 p2512 20250708 8486.0 ... 8568.00 8450.00 P
161 p2601 20250708 8480.0 ... 8564.00 8454.00 P
162 p2602 20250708 8466.0 ... 8572.00 8446.00 P
163 p2603 20250708 8434.0 ... 8518.00 8416.00 P
164 p2604 20250708 8394.0 ... 8482.00 8374.00 P
165 p2605 20250708 8350.0 ... 8414.00 8324.00 P
166 p2606 20250708 8328.0 ... 8402.00 8312.00 P
167 pg2507 20250708 0.0 ... 4205.00 4205.00 PG
168 pg2508 20250708 4199.0 ... 4184.00 4179.00 PG
169 pg2509 20250708 4089.0 ... 4078.00 4078.00 PG
170 pg2510 20250708 4494.0 ... 4484.00 4477.00 PG
171 pg2511 20250708 4406.0 ... 4399.00 4393.00 PG
172 pg2512 20250708 4328.0 ... 4319.00 4315.00 PG
173 pg2601 20250708 4248.0 ... 4244.00 4232.00 PG
174 pg2602 20250708 4164.0 ... 4164.00 4158.00 PG
175 pg2603 20250708 4075.0 ... 4083.00 4072.00 PG
176 pg2604 20250708 4370.0 ... 4379.00 4369.00 PG
177 pg2605 20250708 4265.0 ... 4274.00 4267.00 PG
178 pg2606 20250708 4204.0 ... 4204.00 4205.00 PG
179 pp2507 20250708 7068.0 ... 7068.00 7051.00 PP
180 pp2508 20250708 7056.0 ... 7051.00 7057.00 PP
181 pp2509 20250708 7066.0 ... 7054.00 7059.00 PP
182 pp2510 20250708 7033.0 ... 7017.00 7030.00 PP
183 pp2511 20250708 7028.0 ... 7014.00 7028.00 PP
184 pp2512 20250708 7034.0 ... 7017.00 7030.00 PP
185 pp2601 20250708 7026.0 ... 7014.00 7023.00 PP
186 pp2602 20250708 0.0 ... 7015.00 7015.00 PP
187 pp2603 20250708 0.0 ... 7004.00 7004.00 PP
188 pp2604 20250708 7006.0 ... 7006.00 7015.00 PP
189 pp2605 20250708 7016.0 ... 7001.00 7009.00 PP
190 pp2606 20250708 7000.0 ... 7005.00 7011.00 PP
191 rr2507 20250708 0.0 ... 3578.00 3578.00 RR
192 rr2508 20250708 3594.0 ... 3587.00 3585.00 RR
193 rr2509 20250708 3597.0 ... 3595.00 3598.00 RR
194 rr2510 20250708 3610.0 ... 3608.00 3611.00 RR
195 rr2511 20250708 3605.0 ... 3605.00 3606.00 RR
196 rr2512 20250708 3596.0 ... 3596.00 3604.00 RR
197 rr2601 20250708 3603.0 ... 3598.00 3604.00 RR
198 rr2602 20250708 3617.0 ... 3610.00 3614.00 RR
199 rr2603 20250708 3611.0 ... 3611.00 3614.00 RR
200 rr2604 20250708 3625.0 ... 3622.00 3619.00 RR
201 rr2605 20250708 3615.0 ... 3614.00 3617.00 RR
202 rr2606 20250708 0.0 ... 3609.00 3609.00 RR
203 v2507 20250708 4821.0 ... 4812.00 4818.00 V
204 v2508 20250708 4856.0 ... 4848.00 4855.00 V
205 v2509 20250708 4882.0 ... 4886.00 4891.00 V
206 v2510 20250708 4919.0 ... 4915.00 4917.00 V
207 v2511 20250708 4950.0 ... 4944.00 4948.00 V
208 v2512 20250708 4966.0 ... 4969.00 4978.00 V
209 v2601 20250708 4995.0 ... 4991.00 4989.00 V
210 v2602 20250708 5003.0 ... 5013.00 5004.00 V
211 v2603 20250708 5035.0 ... 5035.00 5029.00 V
212 v2604 20250708 5181.0 ... 5177.00 5169.00 V
213 v2605 20250708 5190.0 ... 5198.00 5190.00 V
214 v2606 20250708 5204.0 ... 5209.00 5199.00 V
215 y2507 20250708 0.0 ... 8038.00 8038.00 Y
216 y2508 20250708 7884.0 ... 7884.00 7894.00 Y
217 y2509 20250708 7888.0 ... 7908.00 7896.00 Y
218 y2511 20250708 7920.0 ... 7930.00 7920.00 Y
219 y2512 20250708 7956.0 ... 7972.00 7956.00 Y
220 y2601 20250708 7902.0 ... 7910.00 7896.00 Y
221 y2603 20250708 7818.0 ... 7820.00 7800.00 Y
222 y2605 20250708 7604.0 ... 7612.00 7602.00 Y
[223 rows x 12 columns]
2025-07-10 23:52:22,481 - future_1d - INFO - ak.get_dce_daily('2025-07-08') done
2025-07-10 23:52:24,209 - future_1d - INFO - save future_daily 2025-07-08 completed
index symbol date ... settle pre_settle variety
0 0 CU2507 20250709 ... 79110 79720 CU
1 1 CU2508 20250709 ... 78910 79480 CU
2 2 CU2509 20250709 ... 78740 79310 CU
3 3 CU2510 20250709 ... 78500 79040 CU
4 4 CU2511 20250709 ... 78260 78800 CU
5 5 CU2512 20250709 ... 78160 78630 CU
6 6 CU2601 20250709 ... 77950 78520 CU
7 7 CU2602 20250709 ... 77920 78360 CU
8 8 CU2603 20250709 ... 77960 78250 CU
9 9 CU2604 20250709 ... 77960 78280 CU
10 10 CU2605 20250709 ... 77910 78300 CU
11 11 CU2606 20250709 ... 77950 78440 CU
12 12 BC2507 20250709 ... 70600 70600 BC
13 13 BC2508 20250709 ... 70140 70690 BC
14 14 BC2509 20250709 ... 69880 70530 BC
15 15 BC2510 20250709 ... 70060 70980 BC
16 16 BC2511 20250709 ... 69080 71800 BC
17 17 BC2512 20250709 ... 69750 70700 BC
18 18 BC2601 20250709 ... 69810 70900 BC
19 19 BC2602 20250709 ... 69410 69410 BC
20 20 BC2603 20250709 ... 69290 69290 BC
21 21 BC2604 20250709 ... 69750 70800 BC
22 22 BC2605 20250709 ... 68280 70970 BC
23 23 BC2606 20250709 ... 67820 70490 BC
24 24 AL2507 20250709 ... 20690 20670 AL
25 25 AL2508 20250709 ... 20515 20495 AL
26 26 AL2509 20250709 ... 20455 20435 AL
27 27 AL2510 20250709 ... 20380 20360 AL
28 28 AL2511 20250709 ... 20295 20275 AL
29 29 AL2512 20250709 ... 20215 20185 AL
30 30 AL2601 20250709 ... 20170 20130 AL
31 31 AL2602 20250709 ... 20165 20125 AL
32 32 AL2603 20250709 ... 20170 20145 AL
33 33 AL2604 20250709 ... 20180 20140 AL
34 34 AL2605 20250709 ... 20180 20160 AL
35 35 AL2606 20250709 ... 20220 20165 AL
36 36 ZN2507 20250709 ... 22100 22020 ZN
37 37 ZN2508 20250709 ... 22080 22005 ZN
38 38 ZN2509 20250709 ... 22015 21910 ZN
39 39 ZN2510 20250709 ... 21960 21845 ZN
40 40 ZN2511 20250709 ... 21895 21785 ZN
41 41 ZN2512 20250709 ... 21840 21745 ZN
42 42 ZN2601 20250709 ... 21805 21710 ZN
43 43 ZN2602 20250709 ... 21795 21685 ZN
44 44 ZN2603 20250709 ... 21795 21705 ZN
45 45 ZN2604 20250709 ... 21790 21675 ZN
46 46 ZN2605 20250709 ... 21800 21660 ZN
47 47 ZN2606 20250709 ... 21790 21640 ZN
48 48 PB2507 20250709 ... 17145 17065 PB
49 49 PB2508 20250709 ... 17200 17115 PB
50 50 PB2509 20250709 ... 17220 17135 PB
51 51 PB2510 20250709 ... 17210 17130 PB
52 52 PB2511 20250709 ... 17215 17135 PB
53 53 PB2512 20250709 ... 17245 17150 PB
54 54 PB2601 20250709 ... 17220 17160 PB
55 55 PB2602 20250709 ... 17140 17140 PB
56 56 PB2603 20250709 ... 17175 17125 PB
57 57 PB2604 20250709 ... 17185 17140 PB
58 58 PB2605 20250709 ... 17120 17120 PB
59 59 PB2606 20250709 ... 17160 17115 PB
60 60 NI2507 20250709 ... 119770 120260 NI
61 61 NI2508 20250709 ... 119460 120590 NI
62 62 NI2509 20250709 ... 119540 120670 NI
63 63 NI2510 20250709 ... 119730 120790 NI
64 64 NI2511 20250709 ... 119920 121000 NI
65 65 NI2512 20250709 ... 120230 121160 NI
66 66 NI2601 20250709 ... 120290 121290 NI
67 67 NI2602 20250709 ... 120650 121530 NI
68 68 NI2603 20250709 ... 120920 121700 NI
69 69 NI2604 20250709 ... 121200 121890 NI
70 70 NI2605 20250709 ... 121220 122350 NI
71 71 NI2606 20250709 ... 121450 122370 NI
72 72 SN2507 20250709 ... 264600 264710 SN
73 73 SN2508 20250709 ... 263570 264240 SN
74 74 SN2509 20250709 ... 263430 264440 SN
75 75 SN2510 20250709 ... 262820 264220 SN
76 76 SN2511 20250709 ... 262210 264030 SN
77 77 SN2512 20250709 ... 262080 263910 SN
78 78 SN2601 20250709 ... 262340 263970 SN
79 79 SN2602 20250709 ... 263000 263730 SN
80 80 SN2603 20250709 ... 262630 264130 SN
81 81 SN2604 20250709 ... 263820 263550 SN
82 82 SN2605 20250709 ... 262010 263190 SN
83 83 SN2606 20250709 ... 262420 262100 SN
84 84 AO2507 20250709 ... 3304 3340 AO
85 85 AO2508 20250709 ... 3182 3143 AO
86 86 AO2509 20250709 ... 3122 3064 AO
87 87 AO2510 20250709 ... 3080 3021 AO
88 88 AO2511 20250709 ... 3062 3006 AO
89 89 AO2512 20250709 ... 3048 2996 AO
90 90 AO2601 20250709 ... 3035 2987 AO
91 91 AO2602 20250709 ... 3029 2990 AO
92 92 AO2603 20250709 ... 3015 2979 AO
93 93 AO2604 20250709 ... 3010 2978 AO
94 94 AO2605 20250709 ... 3003 2971 AO
95 95 AO2606 20250709 ... 2999 2971 AO
96 96 AD2511 20250709 ... 19835 19810 AD
97 97 AD2512 20250709 ... 19750 19740 AD
98 98 AD2601 20250709 ... 19725 19645 AD
99 99 AD2602 20250709 ... 19690 19665 AD
100 100 AD2603 20250709 ... 19610 19605 AD
101 101 AD2604 20250709 ... 19565 19670 AD
102 102 AD2605 20250709 ... 19505 19525 AD
103 103 AD2606 20250709 ... 19495 19495 AD
104 104 AU2507 20250709 ... 765.62 772.88 AU
105 105 AU2508 20250709 ... 767.12 772.5 AU
106 106 AU2509 20250709 ... 766.68 771.42 AU
107 107 AU2510 20250709 ... 769.52 774.54 AU
108 108 AU2512 20250709 ... 771.1 776.36 AU
109 109 AU2602 20250709 ... 773.08 778.54 AU
110 110 AU2604 20250709 ... 774.44 780.96 AU
111 111 AU2606 20250709 ... 774.6 782.16 AU
112 112 AG2507 20250709 ... 8881 8909 AG
113 113 AG2508 20250709 ... 8873 8883 AG
114 114 AG2509 20250709 ... 8888 8894 AG
115 115 AG2510 20250709 ... 8899 8917 AG
116 116 AG2511 20250709 ... 8910 8919 AG
117 117 AG2512 20250709 ... 8921 8934 AG
118 118 AG2601 20250709 ... 8934 8942 AG
119 119 AG2602 20250709 ... 8944 8958 AG
120 120 AG2603 20250709 ... 8958 8964 AG
121 121 AG2604 20250709 ... 8966 8986 AG
122 122 AG2605 20250709 ... 8980 8994 AG
123 123 AG2606 20250709 ... 8992 9006 AG
124 124 RB2507 20250709 ... 3055 3070 RB
125 125 RB2508 20250709 ... 3033 3026 RB
126 126 RB2509 20250709 ... 3033 3027 RB
127 127 RB2510 20250709 ... 3065 3061 RB
128 128 RB2511 20250709 ... 3079 3074 RB
129 129 RB2512 20250709 ... 3096 3088 RB
130 130 RB2601 20250709 ... 3088 3081 RB
131 131 RB2602 20250709 ... 3076 3070 RB
132 132 RB2603 20250709 ... 3083 3078 RB
133 133 RB2604 20250709 ... 3084 3078 RB
134 134 RB2605 20250709 ... 3100 3094 RB
135 135 RB2606 20250709 ... 3106 3097 RB
136 136 WR2507 20250709 ... 3356 3356 WR
137 137 WR2508 20250709 ... 3190 3378 WR
138 138 WR2509 20250709 ... 3251 3251 WR
139 139 WR2510 20250709 ... 3299 3306 WR
140 140 WR2511 20250709 ... 3350 3350 WR
141 141 WR2512 20250709 ... 3362 3362 WR
142 142 WR2601 20250709 ... 3333 3298 WR
143 143 WR2602 20250709 ... 3396 3396 WR
144 144 WR2603 20250709 ... 3387 3387 WR
145 145 WR2604 20250709 ... 3392 3392 WR
146 146 WR2605 20250709 ... 3370 3370 WR
147 147 WR2606 20250709 ... 3356 3321 WR
148 148 HC2507 20250709 ... 3176 3191 HC
149 149 HC2508 20250709 ... 3196 3199 HC
150 150 HC2509 20250709 ... 3202 3196 HC
151 151 HC2510 20250709 ... 3193 3187 HC
152 152 HC2511 20250709 ... 3197 3192 HC
153 153 HC2512 20250709 ... 3209 3193 HC
154 154 HC2601 20250709 ... 3203 3198 HC
155 155 HC2602 20250709 ... 3207 3203 HC
156 156 HC2603 20250709 ... 3209 3196 HC
157 157 HC2604 20250709 ... 3217 3207 HC
158 158 HC2605 20250709 ... 3206 3201 HC
159 159 HC2606 20250709 ... 3215 3215 HC
160 160 SS2507 20250709 ... 12595 12560 SS
161 161 SS2508 20250709 ... 12730 12725 SS
162 162 SS2509 20250709 ... 12655 12660 SS
163 163 SS2510 20250709 ... 12650 12650 SS
164 164 SS2511 20250709 ... 12675 12685 SS
165 165 SS2512 20250709 ... 12710 12705 SS
166 166 SS2601 20250709 ... 12760 12745 SS
167 167 SS2602 20250709 ... 12800 12790 SS
168 168 SS2603 20250709 ... 12840 12815 SS
169 169 SS2604 20250709 ... 12865 12855 SS
170 170 SS2605 20250709 ... 12900 12875 SS
171 171 SS2606 20250709 ... 12930 12920 SS
172 172 SC2508 20250709 ... 515.7 509.9 SC
173 173 SC2509 20250709 ... 510.6 505 SC
174 174 SC2510 20250709 ... 503.3 497.6 SC
175 175 SC2511 20250709 ... 496.9 491.4 SC
176 176 SC2512 20250709 ... 492.3 487.2 SC
177 177 SC2601 20250709 ... 489.2 484.1 SC
178 178 SC2602 20250709 ... 485.4 477.5 SC
179 179 SC2603 20250709 ... 483.1 478 SC
180 180 SC2604 20250709 ... 478.6 475.6 SC
181 181 SC2605 20250709 ... 477.6 473.2 SC
182 182 SC2606 20250709 ... 477.7 474.7 SC
183 183 SC2607 20250709 ... 472.5 471.9 SC
184 184 SC2609 20250709 ... 472.6 472.4 SC
185 185 SC2612 20250709 ... 472.2 470.9 SC
186 186 SC2703 20250709 ... 467.9 466.9 SC
187 187 SC2706 20250709 ... 470.7 470.5 SC
188 188 SC2709 20250709 ... 466.8 464.9 SC
189 189 SC2712 20250709 ... 466.5 466.5 SC
190 190 SC2803 20250709 ... 465.8 465.3 SC
191 191 SC2806 20250709 ... 463.2 463.2 SC
192 192 LU2508 20250709 ... 3709 3678 LU
193 193 LU2509 20250709 ... 3697 3662 LU
194 194 LU2510 20250709 ... 3662 3625 LU
195 195 LU2511 20250709 ... 3626 3588 LU
196 196 LU2512 20250709 ... 3596 3550 LU
197 197 LU2601 20250709 ... 3561 3527 LU
198 198 LU2602 20250709 ... 3543 3506 LU
199 199 LU2603 20250709 ... 3510 3489 LU
200 200 LU2604 20250709 ... 3486 3486 LU
201 201 LU2605 20250709 ... 3483 3463 LU
202 202 LU2606 20250709 ... 3477 3449 LU
203 203 LU2607 20250709 ... 3459 3445 LU
204 204 FU2508 20250709 ... 2945 2931 FU
205 205 FU2509 20250709 ... 2982 2967 FU
206 206 FU2510 20250709 ... 2966 2941 FU
207 207 FU2511 20250709 ... 2934 2907 FU
208 208 FU2512 20250709 ... 2904 2877 FU
209 209 FU2601 20250709 ... 2890 2865 FU
210 210 FU2602 20250709 ... 2877 2854 FU
211 211 FU2603 20250709 ... 2857 2836 FU
212 212 FU2604 20250709 ... 2843 2823 FU
213 213 FU2605 20250709 ... 2827 2808 FU
214 214 FU2606 20250709 ... 2805 2793 FU
215 215 FU2607 20250709 ... 2787 2778 FU
216 216 BU2507 20250709 ... 3663 3665 BU
217 217 BU2508 20250709 ... 3650 3620 BU
218 218 BU2509 20250709 ... 3619 3592 BU
219 219 BU2510 20250709 ... 3569 3541 BU
220 220 BU2511 20250709 ... 3503 3471 BU
221 221 BU2512 20250709 ... 3428 3393 BU
222 222 BU2601 20250709 ... 3388 3351 BU
223 223 BU2602 20250709 ... 3382 3345 BU
224 224 BU2603 20250709 ... 3381 3305 BU
225 225 BU2604 20250709 ... 3353 3320 BU
226 226 BU2605 20250709 ... 3341 3315 BU
227 227 BU2606 20250709 ... 3338 3299 BU
228 228 BU2609 20250709 ... 3308 3282 BU
229 229 BU2612 20250709 ... 3262 3243 BU
230 230 BU2703 20250709 ... 3266 3247 BU
231 231 BU2706 20250709 ... 3265 3240 BU
232 232 BR2507 20250709 ... 11200 11200 BR
233 233 BR2508 20250709 ... 11315 11205 BR
234 234 BR2509 20250709 ... 11245 11130 BR
235 235 BR2510 20250709 ... 11220 11100 BR
236 236 BR2511 20250709 ... 11200 11075 BR
237 237 BR2512 20250709 ... 11195 11045 BR
238 238 BR2601 20250709 ... 11185 11060 BR
239 239 BR2602 20250709 ... 11170 11045 BR
240 240 BR2603 20250709 ... 11160 11065 BR
241 241 BR2604 20250709 ... 11205 11015 BR
242 242 BR2605 20250709 ... 11185 11025 BR
243 243 BR2606 20250709 ... 11150 11010 BR
244 244 RU2507 20250709 ... 13845 13855 RU
245 245 RU2508 20250709 ... 13935 13940 RU
246 246 RU2509 20250709 ... 14005 13990 RU
247 247 RU2510 20250709 ... 14030 14040 RU
248 248 RU2511 20250709 ... 14025 14010 RU
249 249 RU2601 20250709 ... 14885 14860 RU
250 250 RU2603 20250709 ... 14880 14840 RU
251 251 RU2604 20250709 ... 14860 14845 RU
252 252 RU2605 20250709 ... 14935 14910 RU
253 253 RU2606 20250709 ... 14950 14950 RU
254 254 NR2507 20250709 ... 12015 11940 NR
255 255 NR2508 20250709 ... 12040 12045 NR
256 256 NR2509 20250709 ... 12060 12050 NR
257 257 NR2510 20250709 ... 12075 12055 NR
258 258 NR2511 20250709 ... 12095 12080 NR
259 259 NR2512 20250709 ... 12105 12105 NR
260 260 NR2601 20250709 ... 12130 12125 NR
261 261 NR2602 20250709 ... 12200 12170 NR
262 262 NR2603 20250709 ... 12180 12155 NR
263 263 NR2604 20250709 ... 12195 12175 NR
264 264 NR2605 20250709 ... 12250 12215 NR
265 265 NR2606 20250709 ... 12225 12260 NR
266 266 SP2507 20250709 ... 5050 5030 SP
267 267 SP2508 20250709 ... 5070 5050 SP
268 268 SP2509 20250709 ... 5094 5072 SP
269 269 SP2510 20250709 ... 5108 5088 SP
270 270 SP2511 20250709 ... 5098 5078 SP
271 271 SP2512 20250709 ... 5092 5078 SP
272 272 SP2601 20250709 ... 5308 5282 SP
273 273 SP2602 20250709 ... 5248 5238 SP
274 274 SP2603 20250709 ... 5248 5224 SP
275 275 SP2604 20250709 ... 5252 5232 SP
276 276 SP2605 20250709 ... 5250 5226 SP
277 277 SP2606 20250709 ... 5254 5234 SP
278 278 EC2508 20250709 ... 1990.2 1979 EC
279 279 EC2510 20250709 ... 1382.4 1387.7 EC
280 280 EC2512 20250709 ... 1551.1 1571.8 EC
281 281 EC2602 20250709 ... 1348.7 1356.5 EC
282 282 EC2604 20250709 ... 1184.2 1181.4 EC
283 283 EC2606 20250709 ... 1325.2 1333 EC
284 285 SC_TAS2508 20250709 ... SC_TAS
285 286 SC_TAS2509 20250709 ... SC_TAS
286 287 SC_TAS2510 20250709 ... SC_TAS
287 288 SC_TAS2511 20250709 ... SC_TAS
[288 rows x 13 columns]
2025-07-10 23:52:34,720 - future_1d - INFO - ak.get_shfe_daily('2025-07-09') done
symbol date open ... settle pre_settle variety
0 PS2507 20250709 37535.0 ... 38185.0 37535.0 PS
1 PS2508 20250709 38480.0 ... 39190.0 37390.0 PS
2 PS2509 20250709 38140.0 ... 38810.0 37220.0 PS
3 PS2510 20250709 38045.0 ... 38630.0 37130.0 PS
4 PS2511 20250709 37980.0 ... 38440.0 36950.0 PS
5 PS2512 20250709 40275.0 ... 40765.0 39675.0 PS
6 PS2601 20250709 39860.0 ... 40680.0 39670.0 PS
7 PS2602 20250709 40205.0 ... 40535.0 39890.0 PS
8 PS2603 20250709 40305.0 ... 40575.0 39660.0 PS
9 PS2604 20250709 40070.0 ... 40345.0 39050.0 PS
10 PS2605 20250709 39840.0 ... 40305.0 38930.0 PS
11 PS2606 20250709 40425.0 ... 41000.0 40130.0 PS
13 SI2507 20250709 8160.0 ... 8160.0 8035.0 SI
14 SI2508 20250709 8200.0 ... 8175.0 8170.0 SI
15 SI2509 20250709 8200.0 ... 8165.0 8195.0 SI
16 SI2510 20250709 8200.0 ... 8145.0 8195.0 SI
17 SI2511 20250709 8135.0 ... 8115.0 8130.0 SI
18 SI2512 20250709 8505.0 ... 8430.0 8460.0 SI
19 SI2601 20250709 8465.0 ... 8385.0 8415.0 SI
20 SI2602 20250709 8465.0 ... 8395.0 8425.0 SI
21 SI2603 20250709 8465.0 ... 8400.0 8440.0 SI
22 SI2604 20250709 8440.0 ... 8410.0 8450.0 SI
23 SI2605 20250709 8475.0 ... 8390.0 8390.0 SI
24 SI2606 20250709 8435.0 ... 8385.0 8365.0 SI
27 LC2507 20250709 64320.0 ... 64400.0 64320.0 LC
28 LC2508 20250709 64000.0 ... 64700.0 64600.0 LC
29 LC2509 20250709 63860.0 ... 64460.0 64300.0 LC
30 LC2510 20250709 63840.0 ... 64280.0 64180.0 LC
31 LC2511 20250709 63660.0 ... 64100.0 63940.0 LC
32 LC2512 20250709 63860.0 ... 64260.0 64160.0 LC
33 LC2601 20250709 64000.0 ... 64300.0 64200.0 LC
34 LC2602 20250709 63860.0 ... 64200.0 64200.0 LC
35 LC2603 20250709 63900.0 ... 64260.0 64200.0 LC
36 LC2604 20250709 64340.0 ... 64800.0 64540.0 LC
37 LC2605 20250709 64420.0 ... 64600.0 64600.0 LC
38 LC2606 20250709 64320.0 ... 64820.0 64620.0 LC
[36 rows x 12 columns]
2025-07-10 23:52:34,853 - future_1d - INFO - ak.get_gfex_daily('2025-07-09') done
symbol date open high ... turnover settle pre_settle variety
0 SC2508 20250709 513 521 ... 6649274.55 515.7 509.9 SC
1 SC2509 20250709 508.4 513.8 ... 1940966.17 510.6 505 SC
2 SC2510 20250709 501.6 506.7 ... 388812.8 503.3 497.6 SC
3 SC2511 20250709 495.5 500.4 ... 36921.48 496.9 491.4 SC
4 SC2512 20250709 490.6 495.9 ... 20532.6 492.3 487.2 SC
5 SC2601 20250709 487.6 491.8 ... 25686.98 489.2 484.1 SC
6 SC2602 20250709 484.2 488 ... 20924.01 485.4 477.5 SC
7 SC2603 20250709 481.5 484.5 ... 4300.42 483.1 478 SC
8 SC2604 20250709 478.2 479.1 ... 95.73 478.6 475.6 SC
9 SC2605 20250709 ... 0 477.6 473.2 SC
10 SC2606 20250709 477 478.5 ... 429.98 477.7 474.7 SC
11 SC2607 20250709 ... 0 472.5 471.9 SC
12 SC2609 20250709 ... 0 472.6 472.4 SC
13 SC2612 20250709 472.2 472.2 ... 47.22 472.2 470.9 SC
14 SC2703 20250709 ... 0 467.9 466.9 SC
15 SC2706 20250709 469.9 471.6 ... 94.15 470.7 470.5 SC
16 SC2709 20250709 ... 0 466.8 464.9 SC
17 SC2712 20250709 ... 0 466.5 466.5 SC
18 SC2803 20250709 465.4 466.3 ... 186.33 465.8 465.3 SC
19 SC2806 20250709 ... 0 463.2 463.2 SC
21 LU2508 20250709 3698 3728 ... 7441.74 3709 3678 LU
22 LU2509 20250709 3680 3714 ... 265176.029 3697 3662 LU
23 LU2510 20250709 3643 3678 ... 133650.787 3662 3625 LU
24 LU2511 20250709 3606 3644 ... 5005.086 3626 3588 LU
25 LU2512 20250709 3580 3607 ... 86.326 3596 3550 LU
26 LU2601 20250709 3550 3575 ... 616.067 3561 3527 LU
27 LU2602 20250709 3543 3543 ... 3.543 3543 3506 LU
28 LU2603 20250709 3498 3523 ... 42.122 3510 3489 LU
29 LU2604 20250709 ... 0 3486 3486 LU
30 LU2605 20250709 3475 3495 ... 83.614 3483 3463 LU
31 LU2606 20250709 3467 3483 ... 121.719 3477 3449 LU
32 LU2607 20250709 3444 3469 ... 51.885 3459 3445 LU
34 NR2507 20250709 12030 12050 ... 1081.35 12015 11940 NR
35 NR2508 20250709 12075 12125 ... 741056.375 12040 12045 NR
36 NR2509 20250709 12080 12135 ... 473102.555 12060 12050 NR
37 NR2510 20250709 12085 12140 ... 72289.935 12075 12055 NR
38 NR2511 20250709 12080 12145 ... 1282.45 12095 12080 NR
39 NR2512 20250709 12100 12165 ... 859.745 12105 12105 NR
40 NR2601 20250709 12130 12190 ... 4538.14 12130 12125 NR
41 NR2602 20250709 12200 12200 ... 183 12200 12170 NR
42 NR2603 20250709 12195 12230 ... 85.29 12180 12155 NR
43 NR2604 20250709 12200 12200 ... 24.39 12195 12175 NR
44 NR2605 20250709 12250 12285 ... 85.75 12250 12215 NR
45 NR2606 20250709 12225 12225 ... 12.225 12225 12260 NR
47 BC2507 20250709 ... 0 70600 70600 BC
48 BC2508 20250709 70810 71340 ... 386873.235 70140 70690 BC
49 BC2509 20250709 70710 70900 ... 39587.96 69880 70530 BC
50 BC2510 20250709 70620 70620 ... 245.215 70060 70980 BC
51 BC2511 20250709 69510 69510 ... 483.565 69080 71800 BC
52 BC2512 20250709 ... 0 69750 70700 BC
53 BC2601 20250709 ... 0 69810 70900 BC
54 BC2602 20250709 ... 0 69410 69410 BC
55 BC2603 20250709 ... 0 69290 69290 BC
56 BC2604 20250709 ... 0 69750 70800 BC
57 BC2605 20250709 ... 0 68280 70970 BC
58 BC2606 20250709 ... 0 67820 70490 BC
60 EC2508 20250709 2015.2 2030 ... 252742.326 1990.2 1979 EC
61 EC2510 20250709 1385 1395.8 ... 71128.793 1382.4 1387.7 EC
62 EC2512 20250709 1555.4 1580 ... 16171.0555 1551.1 1571.8 EC
63 EC2602 20250709 1358.6 1359.5 ... 2110.858 1348.7 1356.5 EC
64 EC2604 20250709 1196 1196 ... 3890.1385 1184.2 1181.4 EC
65 EC2606 20250709 1339.8 1339.8 ... 662.649 1325.2 1333 EC
68 SC_TAS2508 20250709 ... SC_TAS
69 SC_TAS2509 20250709 ... SC_TAS
70 SC_TAS2510 20250709 ... SC_TAS
71 SC_TAS2511 20250709 ... SC_TAS
[66 rows x 12 columns]
2025-07-10 23:52:34,913 - future_1d - INFO - ak.get_ine_daily('2025-07-09') done
symbol date open ... settle pre_settle variety
0 IC2507 20250709 5959.800 ... 5937.200 5952.600 IC
1 IC2508 20250709 5906.400 ... 5882.400 5897.200 IC
2 IC2509 20250709 5850.000 ... 5830.000 5848.000 IC
3 IC2512 20250709 5735.600 ... 5706.800 5726.000 IC
4 IF2507 20250709 3981.600 ... 3981.800 3983.000 IF
5 IF2508 20250709 3966.000 ... 3964.400 3966.200 IF
6 IF2509 20250709 3958.600 ... 3957.000 3959.200 IF
7 IF2512 20250709 3925.000 ... 3923.400 3923.400 IF
8 IH2507 20250709 2730.000 ... 2731.400 2733.400 IH
9 IH2508 20250709 2726.200 ... 2726.600 2729.400 IH
10 IH2509 20250709 2727.000 ... 2727.000 2728.800 IH
11 IH2512 20250709 2728.200 ... 2727.400 2728.600 IH
12 IM2507 20250709 6369.800 ... 6365.000 6369.800 IM
13 IM2508 20250709 6308.000 ... 6292.800 6297.800 IM
14 IM2509 20250709 6240.000 ... 6219.800 6226.200 IM
15 IM2512 20250709 6050.000 ... 6032.200 6040.200 IM
16 T2509 20250709 109.020 ... 109.020 108.995 T
17 T2512 20250709 109.100 ... 109.100 109.075 T
18 T2603 20250709 109.075 ... 109.075 109.045 T
19 TF2509 20250709 106.145 ... 106.135 106.125 TF
20 TF2512 20250709 106.250 ... 106.225 106.225 TF
21 TF2603 20250709 106.255 ... 106.270 106.270 TF
22 TL2509 20250709 120.900 ... 120.960 120.860 TL
23 TL2512 20250709 120.710 ... 120.810 120.740 TL
24 TL2603 20250709 120.650 ... 120.610 120.560 TL
25 TS2509 20250709 102.472 ... 102.456 102.466 TS
26 TS2512 20250709 102.600 ... 102.576 102.582 TS
27 TS2603 20250709 102.682 ... 102.684 102.690 TS
[28 rows x 12 columns]
2025-07-10 23:52:35,079 - future_1d - INFO - ak.get_cffex_daily('2025-07-09') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250709 7670.0 7800.0 ... 717100.00 7751.0 7666.0 AP
1 AP511 20250709 7540.0 7620.0 ... 2425.16 7579.0 7506.0 AP
2 AP512 20250709 7600.0 7646.0 ... 144.67 7614.0 7549.0 AP
3 AP601 20250709 7581.0 7678.0 ... 28720.63 7636.0 7574.0 AP
4 AP603 20250709 7608.0 7647.0 ... 213.38 7621.0 7556.0 AP
5 AP604 20250709 7691.0 7691.0 ... 306.98 7674.0 7638.0 AP
6 AP605 20250709 7699.0 7758.0 ... 681.15 7740.0 7683.0 AP
7 CF507 20250709 13560.0 13610.0 ... 2280.25 13535.0 13550.0 CF
8 CF509 20250709 13790.0 13855.0 ... 1487327.69 13770.0 13760.0 CF
9 CF511 20250709 13685.0 13745.0 ... 197156.00 13675.0 13670.0 CF
10 CF601 20250709 13750.0 13800.0 ... 406722.73 13740.0 13735.0 CF
11 CF603 20250709 13710.0 13765.0 ... 1330.90 13720.0 13700.0 CF
12 CF605 20250709 13745.0 13790.0 ... 6412.57 13715.0 13725.0 CF
13 CJ507 20250709 9450.0 9450.0 ... 47.03 9405.0 9450.0 CJ
14 CJ509 20250709 9400.0 9455.0 ... 211023.82 9380.0 9460.0 CJ
15 CJ512 20250709 10285.0 10330.0 ... 16923.27 10245.0 10330.0 CJ
16 CJ601 20250709 10400.0 10445.0 ... 1046991.67 10360.0 10470.0 CJ
17 CJ603 20250709 10505.0 10570.0 ... 21742.29 10490.0 10580.0 CJ
18 CJ605 20250709 10755.0 10810.0 ... 84099.51 10735.0 10855.0 CJ
19 CY507 20250709 0.0 0.0 ... 0.00 19805.0 19840.0 CY
20 CY508 20250709 0.0 0.0 ... 0.00 19700.0 19700.0 CY
21 CY509 20250709 19940.0 20005.0 ... 90368.84 19915.0 19950.0 CY
22 CY510 20250709 0.0 0.0 ... 0.00 19535.0 19570.0 CY
23 CY511 20250709 0.0 0.0 ... 0.00 20060.0 20060.0 CY
24 CY512 20250709 0.0 0.0 ... 0.00 19910.0 19910.0 CY
25 CY601 20250709 19900.0 19955.0 ... 89.37 19860.0 19935.0 CY
26 CY602 20250709 0.0 0.0 ... 0.00 19830.0 19830.0 CY
27 CY603 20250709 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250709 0.0 0.0 ... 0.00 19725.0 19725.0 CY
29 CY605 20250709 19915.0 19915.0 ... 9.96 19915.0 20025.0 CY
30 CY606 20250709 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250709 966.0 971.0 ... 139.72 970.0 960.0 FG
32 FG508 20250709 1042.0 1055.0 ... 19791.80 1047.0 1041.0 FG
33 FG509 20250709 1026.0 1037.0 ... 2504679.29 1029.0 1024.0 FG
34 FG510 20250709 1080.0 1087.0 ... 35154.50 1082.0 1075.0 FG
35 FG511 20250709 1067.0 1076.0 ... 47101.91 1071.0 1063.0 FG
36 FG512 20250709 1135.0 1143.0 ... 11175.48 1135.0 1129.0 FG
37 FG601 20250709 1121.0 1134.0 ... 311079.97 1125.0 1120.0 FG
38 FG602 20250709 1166.0 1172.0 ... 393.40 1164.0 1160.0 FG
39 FG603 20250709 1160.0 1169.0 ... 397.36 1162.0 1156.0 FG
40 FG604 20250709 1198.0 1207.0 ... 485.14 1201.0 1195.0 FG
41 FG605 20250709 1190.0 1203.0 ... 5510.66 1197.0 1191.0 FG
42 FG606 20250709 1214.0 1219.0 ... 230.58 1214.0 1208.0 FG
43 JR507 20250709 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250709 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250709 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250709 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250709 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250709 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250709 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250709 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250709 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250709 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250709 0.0 0.0 ... 0.00 2353.0 2353.0 MA
54 MA508 20250709 2382.0 2398.0 ... 19338.97 2382.0 2391.0 MA
55 MA509 20250709 2365.0 2380.0 ... 1934445.25 2365.0 2382.0 MA
56 MA510 20250709 2385.0 2397.0 ... 55009.54 2384.0 2394.0 MA
57 MA511 20250709 2401.0 2411.0 ... 55678.76 2396.0 2404.0 MA
58 MA512 20250709 2418.0 2434.0 ... 13120.86 2419.0 2426.0 MA
59 MA601 20250709 2415.0 2438.0 ... 198591.85 2422.0 2428.0 MA
60 MA602 20250709 2407.0 2421.0 ... 24.09 2409.0 2415.0 MA
61 MA603 20250709 2401.0 2415.0 ... 103.42 2405.0 2414.0 MA
62 MA604 20250709 2376.0 2376.0 ... 4.75 2376.0 2393.0 MA
63 MA605 20250709 2351.0 2360.0 ... 3346.64 2347.0 2359.0 MA
64 MA606 20250709 2357.0 2359.0 ... 42.37 2354.0 2360.0 MA
65 OI507 20250709 0.0 0.0 ... 0.00 9600.0 9600.0 OI
66 OI509 20250709 9588.0 9598.0 ... 2607031.01 9546.0 9535.0 OI
67 OI511 20250709 9583.0 9583.0 ... 140518.82 9539.0 9528.0 OI
68 OI601 20250709 9525.0 9540.0 ... 397715.17 9486.0 9484.0 OI
69 OI603 20250709 9477.0 9481.0 ... 3659.10 9431.0 9452.0 OI
70 OI605 20250709 9376.0 9376.0 ... 3615.18 9342.0 9339.0 OI
71 PF507 20250709 6568.0 6630.0 ... 132.51 6626.0 6626.0 PF
72 PF508 20250709 6522.0 6544.0 ... 279642.93 6528.0 6520.0 PF
73 PF509 20250709 6406.0 6432.0 ... 193303.73 6412.0 6398.0 PF
74 PF510 20250709 6402.0 6422.0 ... 61793.94 6400.0 6388.0 PF
75 PF511 20250709 6374.0 6390.0 ... 78746.78 6370.0 6358.0 PF
76 PF512 20250709 6346.0 6372.0 ... 49565.08 6360.0 6340.0 PF
77 PF601 20250709 6360.0 6386.0 ... 3592.77 6370.0 6352.0 PF
78 PF602 20250709 6370.0 6404.0 ... 44.59 6370.0 6356.0 PF
79 PF603 20250709 6376.0 6416.0 ... 66.94 6376.0 6366.0 PF
80 PF604 20250709 6378.0 6416.0 ... 44.70 6386.0 6372.0 PF
81 PF605 20250709 6380.0 6426.0 ... 108.75 6398.0 6366.0 PF
82 PF606 20250709 6374.0 6388.0 ... 6.38 6382.0 6366.0 PF
83 PK510 20250709 8130.0 8196.0 ... 197959.13 8158.0 8106.0 PK
84 PK511 20250709 7934.0 8024.0 ... 95661.77 7986.0 7914.0 PK
85 PK512 20250709 7934.0 7984.0 ... 3549.71 7968.0 7908.0 PK
86 PK601 20250709 7922.0 7968.0 ... 7811.18 7946.0 7914.0 PK
87 PK603 20250709 7932.0 7958.0 ... 39.74 7948.0 7912.0 PK
88 PK604 20250709 7956.0 7956.0 ... 7.95 7952.0 7924.0 PK
89 PK605 20250709 7952.0 7968.0 ... 338.25 7960.0 7938.0 PK
90 PM507 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250709 5920.0 5920.0 ... 17.76 5920.0 5922.0 PR
97 PR508 20250709 5908.0 5908.0 ... 12670.50 5892.0 5898.0 PR
98 PR509 20250709 5872.0 5890.0 ... 366098.76 5874.0 5870.0 PR
99 PR510 20250709 5856.0 5884.0 ... 248328.55 5866.0 5856.0 PR
100 PR511 20250709 5852.0 5876.0 ... 65277.52 5854.0 5842.0 PR
101 PR512 20250709 5848.0 5848.0 ... 8.77 5848.0 5838.0 PR
102 PR601 20250709 5850.0 5866.0 ... 105.36 5854.0 5840.0 PR
103 PR602 20250709 0.0 0.0 ... 0.00 5898.0 5878.0 PR
104 PR603 20250709 5898.0 5930.0 ... 17.74 5914.0 5886.0 PR
105 PR604 20250709 5892.0 5930.0 ... 17.73 5912.0 5882.0 PR
106 PR605 20250709 5896.0 5896.0 ... 17.67 5892.0 5878.0 PR
107 PR606 20250709 0.0 0.0 ... 0.00 5858.0 5858.0 PR
108 PX507 20250709 0.0 0.0 ... 0.00 6890.0 6868.0 PX
109 PX508 20250709 6734.0 6768.0 ... 486.13 6752.0 6722.0 PX
110 PX509 20250709 6710.0 6748.0 ... 594486.99 6716.0 6696.0 PX
111 PX510 20250709 6696.0 6730.0 ... 59893.48 6698.0 6676.0 PX
112 PX511 20250709 6658.0 6704.0 ... 114440.83 6664.0 6642.0 PX
113 PX512 20250709 6638.0 6688.0 ... 35806.53 6644.0 6624.0 PX
114 PX601 20250709 6624.0 6660.0 ... 52120.77 6636.0 6604.0 PX
115 PX602 20250709 0.0 0.0 ... 0.00 6628.0 6566.0 PX
116 PX603 20250709 0.0 0.0 ... 0.00 6618.0 6578.0 PX
117 PX604 20250709 0.0 0.0 ... 0.00 6606.0 6562.0 PX
118 PX605 20250709 6576.0 6610.0 ... 52.75 6594.0 6560.0 PX
119 PX606 20250709 6562.0 6562.0 ... 3.28 6562.0 6544.0 PX
120 RI507 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250709 2440.0 2461.0 ... 899.68 2445.0 2455.0 RM
127 RM508 20250709 2564.0 2594.0 ... 15942.76 2572.0 2577.0 RM
128 RM509 20250709 2568.0 2595.0 ... 721970.44 2573.0 2581.0 RM
129 RM511 20250709 2408.0 2420.0 ... 2486.37 2407.0 2412.0 RM
130 RM601 20250709 2303.0 2317.0 ... 168883.86 2305.0 2312.0 RM
131 RM603 20250709 2291.0 2297.0 ... 11757.00 2287.0 2294.0 RM
132 RM605 20250709 2308.0 2313.0 ... 35468.30 2305.0 2312.0 RM
133 RS507 20250709 0.0 0.0 ... 0.00 4991.0 4961.0 RS
134 RS508 20250709 0.0 0.0 ... 0.00 5107.0 5107.0 RS
135 RS509 20250709 5018.0 5097.0 ... 395.37 5069.0 5039.0 RS
136 RS511 20250709 5009.0 5074.0 ... 100.74 5037.0 5049.0 RS
137 SA507 20250709 1140.0 1154.0 ... 270.34 1146.0 1136.0 SA
138 SA508 20250709 1178.0 1197.0 ... 24946.06 1187.0 1174.0 SA
139 SA509 20250709 1178.0 1198.0 ... 3503226.20 1187.0 1177.0 SA
140 SA510 20250709 1196.0 1212.0 ... 93566.02 1201.0 1192.0 SA
141 SA511 20250709 1198.0 1211.0 ... 130134.16 1202.0 1195.0 SA
142 SA512 20250709 1217.0 1236.0 ... 42233.44 1225.0 1216.0 SA
143 SA601 20250709 1220.0 1239.0 ... 772014.38 1226.0 1215.0 SA
144 SA602 20250709 1228.0 1247.0 ... 12342.25 1238.0 1228.0 SA
145 SA603 20250709 1231.0 1247.0 ... 6414.73 1236.0 1228.0 SA
146 SA604 20250709 1246.0 1260.0 ... 2910.42 1250.0 1243.0 SA
147 SA605 20250709 1245.0 1260.0 ... 29619.14 1251.0 1244.0 SA
148 SA606 20250709 1257.0 1263.0 ... 2486.52 1260.0 1255.0 SA
149 SF507 20250709 5466.0 5484.0 ... 1182.38 5436.0 5430.0 SF
150 SF508 20250709 5346.0 5406.0 ... 11221.56 5374.0 5346.0 SF
151 SF509 20250709 5358.0 5418.0 ... 290240.89 5380.0 5352.0 SF
152 SF510 20250709 5312.0 5372.0 ... 60549.78 5328.0 5288.0 SF
153 SF511 20250709 5440.0 5512.0 ... 99059.99 5466.0 5420.0 SF
154 SF512 20250709 5426.0 5488.0 ... 12017.42 5440.0 5400.0 SF
155 SF601 20250709 5396.0 5456.0 ... 6835.09 5412.0 5362.0 SF
156 SF602 20250709 5332.0 5388.0 ... 315.85 5354.0 5300.0 SF
157 SF603 20250709 5466.0 5516.0 ... 16.47 5490.0 5424.0 SF
158 SF604 20250709 0.0 0.0 ... 0.00 5460.0 5412.0 SF
159 SF605 20250709 5444.0 5492.0 ... 101.01 5460.0 5412.0 SF
160 SF606 20250709 5386.0 5388.0 ... 18.79 5370.0 5356.0 SF
161 SH507 20250709 0.0 0.0 ... 0.00 2381.0 2380.0 SH
162 SH508 20250709 2427.0 2473.0 ... 144128.62 2434.0 2442.0 SH
163 SH509 20250709 2405.0 2456.0 ... 3965465.00 2419.0 2418.0 SH
164 SH510 20250709 2413.0 2477.0 ... 438972.92 2439.0 2427.0 SH
165 SH511 20250709 2393.0 2463.0 ... 311045.45 2426.0 2403.0 SH
166 SH512 20250709 2399.0 2468.0 ... 25143.72 2426.0 2410.0 SH
167 SH601 20250709 2383.0 2440.0 ... 101220.63 2403.0 2389.0 SH
168 SH602 20250709 2402.0 2456.0 ... 1192.79 2424.0 2410.0 SH
169 SH603 20250709 2416.0 2455.0 ... 860.28 2430.0 2413.0 SH
170 SH604 20250709 2450.0 2483.0 ... 324.18 2456.0 2441.0 SH
171 SH605 20250709 2435.0 2487.0 ... 2495.18 2453.0 2428.0 SH
172 SH606 20250709 2457.0 2495.0 ... 66.92 2479.0 2446.0 SH
173 SM507 20250709 5638.0 5680.0 ... 1150.66 5654.0 5612.0 SM
174 SM508 20250709 5644.0 5730.0 ... 16082.16 5682.0 5644.0 SM
175 SM509 20250709 5666.0 5742.0 ... 554857.53 5682.0 5646.0 SM
176 SM510 20250709 5644.0 5724.0 ... 39475.30 5664.0 5632.0 SM
177 SM511 20250709 5726.0 5800.0 ... 74115.41 5742.0 5716.0 SM
178 SM512 20250709 5726.0 5786.0 ... 9529.31 5728.0 5704.0 SM
179 SM601 20250709 5726.0 5774.0 ... 40045.37 5724.0 5694.0 SM
180 SM602 20250709 5718.0 5758.0 ... 154.36 5718.0 5714.0 SM
181 SM603 20250709 5722.0 5766.0 ... 85.79 5720.0 5728.0 SM
182 SM604 20250709 5730.0 5762.0 ... 63.12 5738.0 5736.0 SM
183 SM605 20250709 5756.0 5804.0 ... 894.45 5752.0 5730.0 SM
184 SM606 20250709 5758.0 5766.0 ... 43.16 5756.0 5764.0 SM
185 SR507 20250709 5748.0 5781.0 ... 1828.85 5751.0 5754.0 SR
186 SR509 20250709 5755.0 5783.0 ... 816826.20 5763.0 5744.0 SR
187 SR511 20250709 5647.0 5676.0 ... 132157.70 5653.0 5639.0 SR
188 SR601 20250709 5595.0 5612.0 ... 98857.55 5599.0 5589.0 SR
189 SR603 20250709 5567.0 5585.0 ... 1365.73 5574.0 5562.0 SR
190 SR605 20250709 5549.0 5560.0 ... 3053.06 5551.0 5545.0 SR
191 TA507 20250709 4786.0 4792.0 ... 4694.65 4770.0 4786.0 TA
192 TA508 20250709 4750.0 4770.0 ... 34276.83 4740.0 4744.0 TA
193 TA509 20250709 4722.0 4738.0 ... 2044731.35 4714.0 4710.0 TA
194 TA510 20250709 4696.0 4722.0 ... 71822.15 4702.0 4688.0 TA
195 TA511 20250709 4694.0 4712.0 ... 54880.96 4692.0 4678.0 TA
196 TA512 20250709 4678.0 4700.0 ... 11011.77 4684.0 4670.0 TA
197 TA601 20250709 4670.0 4694.0 ... 377403.21 4678.0 4658.0 TA
198 TA602 20250709 4674.0 4696.0 ... 18.75 4688.0 4662.0 TA
199 TA603 20250709 4672.0 4688.0 ... 18.73 4682.0 4656.0 TA
200 TA604 20250709 4684.0 4696.0 ... 9.38 4688.0 4670.0 TA
201 TA605 20250709 4678.0 4708.0 ... 2473.15 4694.0 4670.0 TA
202 TA606 20250709 4698.0 4710.0 ... 9.40 4702.0 4680.0 TA
203 UR507 20250709 1767.0 1768.0 ... 813.70 1759.0 1751.0 UR
204 UR508 20250709 1763.0 1771.0 ... 1187.60 1767.0 1749.0 UR
205 UR509 20250709 1775.0 1781.0 ... 588943.97 1771.0 1755.0 UR
206 UR510 20250709 1761.0 1766.0 ... 19088.87 1755.0 1744.0 UR
207 UR511 20250709 1758.0 1766.0 ... 18258.17 1755.0 1747.0 UR
208 UR512 20250709 1743.0 1749.0 ... 38.42 1747.0 1730.0 UR
209 UR601 20250709 1730.0 1740.0 ... 84018.51 1731.0 1718.0 UR
210 UR602 20250709 1725.0 1731.0 ... 600.41 1725.0 1715.0 UR
211 UR603 20250709 1741.0 1752.0 ... 157.26 1747.0 1737.0 UR
212 UR604 20250709 1735.0 1746.0 ... 87.00 1740.0 1732.0 UR
213 UR605 20250709 1731.0 1740.0 ... 4058.35 1730.0 1721.0 UR
214 UR606 20250709 1723.0 1731.0 ... 62.18 1727.0 1717.0 UR
215 WH507 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC508 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC509 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC510 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC511 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC512 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC601 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC602 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC603 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC604 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC605 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC606 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC607 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-10 23:52:35,391 - future_1d - INFO - ak.get_czce_daily('2025-07-09') done
symbol date open ... settle pre_settle variety
0 a2507 20250709 0.00 ... 4150.00 4150.00 A
1 a2509 20250709 4103.00 ... 4112.00 4090.00 A
2 a2511 20250709 4042.00 ... 4048.00 4037.00 A
3 a2601 20250709 4029.00 ... 4033.00 4022.00 A
4 a2603 20250709 4020.00 ... 4027.00 4014.00 A
5 a2605 20250709 4056.00 ... 4059.00 4052.00 A
6 b2507 20250709 3480.00 ... 3480.00 3550.00 B
7 b2508 20250709 3518.00 ... 3518.00 3515.00 B
8 b2509 20250709 3570.00 ... 3576.00 3571.00 B
9 b2510 20250709 3617.00 ... 3610.00 3614.00 B
10 b2511 20250709 3632.00 ... 3639.00 3635.00 B
11 b2512 20250709 3654.00 ... 3661.00 3656.00 B
12 b2601 20250709 3643.00 ... 3652.00 3643.00 B
13 b2602 20250709 3629.00 ... 3624.00 3619.00 B
14 b2603 20250709 3540.00 ... 3535.00 3540.00 B
15 b2604 20250709 3445.00 ... 3443.00 3445.00 B
16 b2605 20250709 3374.00 ... 3375.00 3377.00 B
17 b2606 20250709 3371.00 ... 3371.00 3373.00 B
18 bb2509 20250709 153.65 ... 153.50 154.15 BB
19 bb2511 20250709 158.10 ... 157.15 158.00 BB
20 bb2601 20250709 156.75 ... 156.40 156.25 BB
21 bb2603 20250709 0.00 ... 165.90 165.75 BB
22 bb2605 20250709 0.00 ... 165.90 165.75 BB
23 bz2603 20250709 5935.00 ... 6015.00 5922.00 BZ
24 bz2604 20250709 5965.00 ... 6010.00 5919.00 BZ
25 bz2605 20250709 5948.00 ... 6013.00 5924.00 BZ
26 bz2606 20250709 5942.00 ... 6003.00 5913.00 BZ
27 c2507 20250709 2289.00 ... 2296.00 2316.00 C
28 c2509 20250709 2315.00 ... 2322.00 2320.00 C
29 c2511 20250709 2277.00 ... 2275.00 2276.00 C
30 c2601 20250709 2241.00 ... 2237.00 2240.00 C
31 c2603 20250709 2241.00 ... 2238.00 2240.00 C
32 c2605 20250709 2270.00 ... 2266.00 2266.00 C
33 cs2507 20250709 2700.00 ... 2700.00 2729.00 CS
34 cs2509 20250709 2676.00 ... 2676.00 2675.00 CS
35 cs2511 20250709 2627.00 ... 2630.00 2630.00 CS
36 cs2601 20250709 2627.00 ... 2626.00 2629.00 CS
37 cs2603 20250709 2614.00 ... 2615.00 2616.00 CS
38 cs2605 20250709 2649.00 ... 2650.00 2652.00 CS
39 eb2507 20250709 0.00 ... 7499.00 7499.00 EB
40 eb2508 20250709 7305.00 ... 7320.00 7334.00 EB
41 eb2509 20250709 7213.00 ... 7234.00 7241.00 EB
42 eb2510 20250709 7131.00 ... 7153.00 7157.00 EB
43 eb2511 20250709 7064.00 ... 7089.00 7087.00 EB
44 eb2512 20250709 7033.00 ... 7058.00 7050.00 EB
45 eb2601 20250709 7028.00 ... 7053.00 7048.00 EB
46 eb2602 20250709 7048.00 ... 7069.00 7062.00 EB
47 eb2603 20250709 7056.00 ... 7073.00 7082.00 EB
48 eb2604 20250709 7033.00 ... 7062.00 7069.00 EB
49 eb2605 20250709 7028.00 ... 7086.00 7056.00 EB
50 eb2606 20250709 7069.00 ... 7089.00 7060.00 EB
51 eg2507 20250709 0.00 ... 4226.00 4226.00 EG
52 eg2508 20250709 4257.00 ... 4259.00 4257.00 EG
53 eg2509 20250709 4270.00 ... 4275.00 4273.00 EG
54 eg2510 20250709 4288.00 ... 4289.00 4284.00 EG
55 eg2511 20250709 4298.00 ... 4296.00 4291.00 EG
56 eg2512 20250709 4290.00 ... 4292.00 4285.00 EG
57 eg2601 20250709 4295.00 ... 4300.00 4300.00 EG
58 eg2602 20250709 4301.00 ... 4301.00 4299.00 EG
59 eg2603 20250709 4314.00 ... 4313.00 4334.00 EG
60 eg2604 20250709 4328.00 ... 4331.00 4330.00 EG
61 eg2605 20250709 4331.00 ... 4332.00 4331.00 EG
62 eg2606 20250709 0.00 ... 4329.00 4329.00 EG
63 fb2507 20250709 0.00 ... 1341.50 1341.50 FB
64 fb2508 20250709 1332.50 ... 1332.50 1325.00 FB
65 fb2509 20250709 1314.50 ... 1317.00 1310.50 FB
66 fb2510 20250709 1325.50 ... 1328.00 1325.00 FB
67 fb2511 20250709 1324.50 ... 1325.00 1325.00 FB
68 fb2512 20250709 1323.50 ... 1324.50 1323.50 FB
69 fb2601 20250709 1305.00 ... 1310.00 1300.50 FB
70 fb2602 20250709 0.00 ... 1290.50 1290.50 FB
71 fb2603 20250709 0.00 ... 1313.50 1313.50 FB
72 fb2604 20250709 0.00 ... 1310.50 1310.50 FB
73 fb2605 20250709 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250709 0.00 ... 1292.50 1292.50 FB
75 i2507 20250709 0.00 ... 748.00 748.00 I
76 i2508 20250709 737.50 ... 740.50 736.50 I
77 i2509 20250709 731.50 ... 736.50 731.50 I
78 i2510 20250709 727.50 ... 731.00 725.50 I
79 i2511 20250709 722.00 ... 724.50 719.00 I
80 i2512 20250709 715.00 ... 718.00 712.00 I
81 i2601 20250709 707.00 ... 710.00 705.00 I
82 i2602 20250709 704.50 ... 708.00 702.00 I
83 i2603 20250709 701.50 ... 704.50 699.00 I
84 i2604 20250709 698.00 ... 700.50 695.00 I
85 i2605 20250709 691.50 ... 693.00 688.50 I
86 i2606 20250709 684.50 ... 687.00 682.50 I
87 j2507 20250709 0.00 ... 1304.50 1304.50 J
88 j2508 20250709 1396.50 ... 1416.00 1392.50 J
89 j2509 20250709 1428.00 ... 1445.50 1421.50 J
90 j2510 20250709 1442.00 ... 1461.50 1433.00 J
91 j2511 20250709 0.00 ... 1450.50 1450.00 J
92 j2512 20250709 0.00 ... 1471.00 1464.00 J
93 j2601 20250709 1476.50 ... 1486.50 1466.50 J
94 j2602 20250709 0.00 ... 1494.50 1481.50 J
95 j2603 20250709 1507.50 ... 1507.50 1505.00 J
96 j2604 20250709 0.00 ... 1499.50 1499.50 J
97 j2605 20250709 1528.50 ... 1526.50 1509.00 J
98 j2606 20250709 0.00 ... 1528.00 1528.00 J
99 jd2507 20250709 2806.00 ... 2778.00 2778.00 JD
100 jd2508 20250709 3453.00 ... 3470.00 3447.00 JD
101 jd2509 20250709 3580.00 ... 3585.00 3577.00 JD
102 jd2510 20250709 3370.00 ... 3373.00 3369.00 JD
103 jd2511 20250709 3403.00 ... 3401.00 3413.00 JD
104 jd2512 20250709 3548.00 ... 3559.00 3568.00 JD
105 jd2601 20250709 3602.00 ... 3616.00 3628.00 JD
106 jd2602 20250709 3193.00 ... 3195.00 3199.00 JD
107 jd2603 20250709 3206.00 ... 3199.00 3203.00 JD
108 jd2604 20250709 3349.00 ... 3335.00 3340.00 JD
109 jd2605 20250709 3409.00 ... 3413.00 3412.00 JD
110 jd2606 20250709 3267.00 ... 3266.00 3266.00 JD
111 jm2507 20250709 836.00 ... 846.50 830.00 JM
112 jm2508 20250709 800.00 ... 812.00 798.00 JM
113 jm2509 20250709 849.50 ... 860.50 839.50 JM
114 jm2510 20250709 862.50 ... 877.00 856.50 JM
115 jm2511 20250709 875.00 ... 886.00 869.50 JM
116 jm2512 20250709 886.50 ... 897.50 880.00 JM
117 jm2601 20250709 896.00 ... 905.00 887.50 JM
118 jm2602 20250709 914.50 ... 908.00 896.00 JM
119 jm2603 20250709 916.00 ... 919.50 900.50 JM
120 jm2604 20250709 920.50 ... 925.00 914.00 JM
121 jm2605 20250709 923.50 ... 932.50 918.00 JM
122 jm2606 20250709 944.00 ... 945.00 928.50 JM
123 l2507 20250709 0.00 ... 7291.00 7291.00 L
124 l2508 20250709 7254.00 ... 7255.00 7256.00 L
125 l2509 20250709 7246.00 ... 7257.00 7250.00 L
126 l2510 20250709 7237.00 ... 7254.00 7245.00 L
127 l2511 20250709 7239.00 ... 7253.00 7242.00 L
128 l2512 20250709 7235.00 ... 7248.00 7236.00 L
129 l2601 20250709 7225.00 ... 7237.00 7229.00 L
130 l2602 20250709 7218.00 ... 7214.00 7199.00 L
131 l2603 20250709 7221.00 ... 7210.00 7194.00 L
132 l2604 20250709 0.00 ... 7215.00 7215.00 L
133 l2605 20250709 7202.00 ... 7212.00 7205.00 L
134 l2606 20250709 7212.00 ... 7212.00 7210.00 L
135 lg2507 20250709 819.00 ... 819.50 819.50 LG
136 lg2509 20250709 785.00 ... 783.50 787.00 LG
137 lg2511 20250709 781.00 ... 781.50 784.00 LG
138 lg2601 20250709 781.00 ... 781.50 783.00 LG
139 lg2603 20250709 784.00 ... 783.50 785.00 LG
140 lg2605 20250709 792.50 ... 789.50 790.50 LG
141 lh2507 20250709 13955.00 ... 13950.00 13970.00 LH
142 lh2509 20250709 14240.00 ... 14220.00 14270.00 LH
143 lh2511 20250709 13640.00 ... 13590.00 13680.00 LH
144 lh2601 20250709 13740.00 ... 13680.00 13730.00 LH
145 lh2603 20250709 12995.00 ... 12965.00 12995.00 LH
146 lh2605 20250709 13160.00 ... 13135.00 13180.00 LH
147 m2507 20250709 0.00 ... 2802.00 2802.00 M
148 m2508 20250709 2914.00 ... 2921.00 2919.00 M
149 m2509 20250709 2930.00 ... 2940.00 2938.00 M
150 m2511 20250709 2967.00 ... 2981.00 2975.00 M
151 m2512 20250709 3007.00 ... 3016.00 3012.00 M
152 m2601 20250709 2983.00 ... 2992.00 2990.00 M
153 m2603 20250709 2849.00 ... 2854.00 2856.00 M
154 m2605 20250709 2702.00 ... 2703.00 2706.00 M
155 p2507 20250709 8620.00 ... 8620.00 8468.00 P
156 p2508 20250709 8662.00 ... 8676.00 8588.00 P
157 p2509 20250709 8644.00 ... 8656.00 8554.00 P
158 p2510 20250709 8648.00 ... 8656.00 8576.00 P
159 p2511 20250709 8628.00 ... 8626.00 8556.00 P
160 p2512 20250709 8636.00 ... 8626.00 8568.00 P
161 p2601 20250709 8624.00 ... 8634.00 8564.00 P
162 p2602 20250709 8588.00 ... 8592.00 8572.00 P
163 p2603 20250709 8542.00 ... 8540.00 8518.00 P
164 p2604 20250709 8486.00 ... 8494.00 8482.00 P
165 p2605 20250709 8418.00 ... 8434.00 8414.00 P
166 p2606 20250709 8400.00 ... 8406.00 8402.00 P
167 pg2507 20250709 0.00 ... 4205.00 4205.00 PG
168 pg2508 20250709 4173.00 ... 4178.00 4184.00 PG
169 pg2509 20250709 4082.00 ... 4077.00 4078.00 PG
170 pg2510 20250709 4477.00 ... 4480.00 4484.00 PG
171 pg2511 20250709 4402.00 ... 4397.00 4399.00 PG
172 pg2512 20250709 4324.00 ... 4321.00 4319.00 PG
173 pg2601 20250709 4235.00 ... 4241.00 4244.00 PG
174 pg2602 20250709 0.00 ... 4164.00 4164.00 PG
175 pg2603 20250709 4065.00 ... 4082.00 4083.00 PG
176 pg2604 20250709 4361.00 ... 4373.00 4379.00 PG
177 pg2605 20250709 4262.00 ... 4266.00 4274.00 PG
178 pg2606 20250709 0.00 ... 4205.00 4204.00 PG
179 pp2507 20250709 7068.00 ... 7068.00 7068.00 PP
180 pp2508 20250709 7044.00 ... 7057.00 7051.00 PP
181 pp2509 20250709 7048.00 ... 7056.00 7054.00 PP
182 pp2510 20250709 7008.00 ... 7017.00 7017.00 PP
183 pp2511 20250709 7004.00 ... 7009.00 7014.00 PP
184 pp2512 20250709 7008.00 ... 7014.00 7017.00 PP
185 pp2601 20250709 7011.00 ... 7015.00 7014.00 PP
186 pp2602 20250709 6989.00 ... 6995.00 7015.00 PP
187 pp2603 20250709 0.00 ... 7004.00 7004.00 PP
188 pp2604 20250709 0.00 ... 7006.00 7006.00 PP
189 pp2605 20250709 7001.00 ... 7008.00 7001.00 PP
190 pp2606 20250709 6991.00 ... 6990.00 7005.00 PP
191 rr2507 20250709 0.00 ... 3578.00 3578.00 RR
192 rr2508 20250709 3587.00 ... 3587.00 3587.00 RR
193 rr2509 20250709 3593.00 ... 3595.00 3595.00 RR
194 rr2510 20250709 3603.00 ... 3607.00 3608.00 RR
195 rr2511 20250709 0.00 ... 3605.00 3605.00 RR
196 rr2512 20250709 3601.00 ... 3601.00 3596.00 RR
197 rr2601 20250709 3602.00 ... 3600.00 3598.00 RR
198 rr2602 20250709 3605.00 ... 3606.00 3610.00 RR
199 rr2603 20250709 3607.00 ... 3606.00 3611.00 RR
200 rr2604 20250709 3613.00 ... 3613.00 3622.00 RR
201 rr2605 20250709 3606.00 ... 3606.00 3614.00 RR
202 rr2606 20250709 0.00 ... 3609.00 3609.00 RR
203 v2507 20250709 4828.00 ... 4839.00 4812.00 V
204 v2508 20250709 4855.00 ... 4890.00 4848.00 V
205 v2509 20250709 4891.00 ... 4929.00 4886.00 V
206 v2510 20250709 4930.00 ... 4957.00 4915.00 V
207 v2511 20250709 4957.00 ... 4981.00 4944.00 V
208 v2512 20250709 4981.00 ... 5006.00 4969.00 V
209 v2601 20250709 5000.00 ... 5031.00 4991.00 V
210 v2602 20250709 5030.00 ... 5044.00 5013.00 V
211 v2603 20250709 5043.00 ... 5062.00 5035.00 V
212 v2604 20250709 5198.00 ... 5213.00 5177.00 V
213 v2605 20250709 5180.00 ... 5221.00 5198.00 V
214 v2606 20250709 5218.00 ... 5234.00 5209.00 V
215 y2507 20250709 0.00 ... 8038.00 8038.00 Y
216 y2508 20250709 7910.00 ... 7902.00 7884.00 Y
217 y2509 20250709 7938.00 ... 7922.00 7908.00 Y
218 y2511 20250709 7948.00 ... 7936.00 7930.00 Y
219 y2512 20250709 7964.00 ... 7962.00 7972.00 Y
220 y2601 20250709 7928.00 ... 7916.00 7910.00 Y
221 y2603 20250709 7822.00 ... 7818.00 7820.00 Y
222 y2605 20250709 7622.00 ... 7594.00 7612.00 Y
[223 rows x 12 columns]
2025-07-10 23:52:35,995 - future_1d - INFO - ak.get_dce_daily('2025-07-09') done
2025-07-10 23:52:37,724 - future_1d - INFO - save future_daily 2025-07-09 completed
index symbol date ... settle pre_settle variety
0 0 CU2507 20250710 ... 78670 79110 CU
1 1 CU2508 20250710 ... 78390 78910 CU
2 2 CU2509 20250710 ... 78240 78740 CU
3 3 CU2510 20250710 ... 78050 78500 CU
4 4 CU2511 20250710 ... 77950 78260 CU
5 5 CU2512 20250710 ... 77860 78160 CU
6 6 CU2601 20250710 ... 77780 77950 CU
7 7 CU2602 20250710 ... 77790 77920 CU
8 8 CU2603 20250710 ... 77680 77960 CU
9 9 CU2604 20250710 ... 77620 77960 CU
10 10 CU2605 20250710 ... 77690 77910 CU
11 11 CU2606 20250710 ... 77750 77950 CU
12 12 BC2507 20250710 ... 70600 70600 BC
13 13 BC2508 20250710 ... 69560 70140 BC
14 14 BC2509 20250710 ... 69510 69880 BC
15 15 BC2510 20250710 ... 69340 70060 BC
16 16 BC2511 20250710 ... 69130 69080 BC
17 17 BC2512 20250710 ... 69320 69750 BC
18 18 BC2601 20250710 ... 69810 69810 BC
19 19 BC2602 20250710 ... 69410 69410 BC
20 20 BC2603 20250710 ... 69290 69290 BC
21 21 BC2604 20250710 ... 69750 69750 BC
22 22 BC2605 20250710 ... 69530 68280 BC
23 23 BC2606 20250710 ... 67820 67820 BC
24 24 AL2507 20250710 ... 20835 20690 AL
25 25 AL2508 20250710 ... 20670 20515 AL
26 26 AL2509 20250710 ... 20610 20455 AL
27 27 AL2510 20250710 ... 20515 20380 AL
28 28 AL2511 20250710 ... 20415 20295 AL
29 29 AL2512 20250710 ... 20340 20215 AL
30 30 AL2601 20250710 ... 20305 20170 AL
31 31 AL2602 20250710 ... 20290 20165 AL
32 32 AL2603 20250710 ... 20295 20170 AL
33 33 AL2604 20250710 ... 20310 20180 AL
34 34 AL2605 20250710 ... 20335 20180 AL
35 35 AL2606 20250710 ... 20335 20220 AL
36 36 ZN2507 20250710 ... 22265 22100 ZN
37 37 ZN2508 20250710 ... 22285 22080 ZN
38 38 ZN2509 20250710 ... 22245 22015 ZN
39 39 ZN2510 20250710 ... 22205 21960 ZN
40 40 ZN2511 20250710 ... 22160 21895 ZN
41 41 ZN2512 20250710 ... 22090 21840 ZN
42 42 ZN2601 20250710 ... 22050 21805 ZN
43 43 ZN2602 20250710 ... 22035 21795 ZN
44 44 ZN2603 20250710 ... 22020 21795 ZN
45 45 ZN2604 20250710 ... 22070 21790 ZN
46 46 ZN2605 20250710 ... 22005 21800 ZN
47 47 ZN2606 20250710 ... 22040 21790 ZN
48 48 PB2507 20250710 ... 17155 17145 PB
49 49 PB2508 20250710 ... 17215 17200 PB
50 50 PB2509 20250710 ... 17240 17220 PB
51 51 PB2510 20250710 ... 17250 17210 PB
52 52 PB2511 20250710 ... 17260 17215 PB
53 53 PB2512 20250710 ... 17230 17245 PB
54 54 PB2601 20250710 ... 17295 17220 PB
55 55 PB2602 20250710 ... 17215 17140 PB
56 56 PB2603 20250710 ... 17225 17175 PB
57 57 PB2604 20250710 ... 17230 17185 PB
58 58 PB2605 20250710 ... 17230 17120 PB
59 59 PB2606 20250710 ... 17205 17160 PB
60 60 NI2507 20250710 ... 119420 119770 NI
61 61 NI2508 20250710 ... 119910 119460 NI
62 62 NI2509 20250710 ... 120070 119540 NI
63 63 NI2510 20250710 ... 120190 119730 NI
64 64 NI2511 20250710 ... 120370 119920 NI
65 65 NI2512 20250710 ... 120870 120230 NI
66 66 NI2601 20250710 ... 120920 120290 NI
67 67 NI2602 20250710 ... 120840 120650 NI
68 68 NI2603 20250710 ... 121380 120920 NI
69 69 NI2604 20250710 ... 121650 121200 NI
70 70 NI2605 20250710 ... 121620 121220 NI
71 71 NI2606 20250710 ... 121790 121450 NI
72 72 SN2507 20250710 ... 264160 264600 SN
73 73 SN2508 20250710 ... 265000 263570 SN
74 74 SN2509 20250710 ... 265160 263430 SN
75 75 SN2510 20250710 ... 265030 262820 SN
76 76 SN2511 20250710 ... 265400 262210 SN
77 77 SN2512 20250710 ... 265030 262080 SN
78 78 SN2601 20250710 ... 265160 262340 SN
79 79 SN2602 20250710 ... 263950 263000 SN
80 80 SN2603 20250710 ... 264800 262630 SN
81 81 SN2604 20250710 ... 265340 263820 SN
82 82 SN2605 20250710 ... 265020 262010 SN
83 83 SN2606 20250710 ... 263950 262420 SN
84 84 AO2507 20250710 ... 3249 3304 AO
85 85 AO2508 20250710 ... 3229 3182 AO
86 86 AO2509 20250710 ... 3195 3122 AO
87 87 AO2510 20250710 ... 3154 3080 AO
88 88 AO2511 20250710 ... 3131 3062 AO
89 89 AO2512 20250710 ... 3118 3048 AO
90 90 AO2601 20250710 ... 3105 3035 AO
91 91 AO2602 20250710 ... 3097 3029 AO
92 92 AO2603 20250710 ... 3085 3015 AO
93 93 AO2604 20250710 ... 3073 3010 AO
94 94 AO2605 20250710 ... 3062 3003 AO
95 95 AO2606 20250710 ... 3054 2999 AO
96 96 AD2511 20250710 ... 19935 19835 AD
97 97 AD2512 20250710 ... 19855 19750 AD
98 98 AD2601 20250710 ... 19825 19725 AD
99 99 AD2602 20250710 ... 19770 19690 AD
100 100 AD2603 20250710 ... 19705 19610 AD
101 101 AD2604 20250710 ... 19685 19565 AD
102 102 AD2605 20250710 ... 19670 19505 AD
103 103 AD2606 20250710 ... 19660 19495 AD
104 104 AU2507 20250710 ... 770.48 765.62 AU
105 105 AU2508 20250710 ... 769.02 767.12 AU
106 106 AU2509 20250710 ... 770.5 766.68 AU
107 107 AU2510 20250710 ... 771.16 769.52 AU
108 108 AU2512 20250710 ... 773.12 771.1 AU
109 109 AU2602 20250710 ... 774.42 773.08 AU
110 110 AU2604 20250710 ... 777.02 774.44 AU
111 111 AU2606 20250710 ... 778.86 774.6 AU
112 112 AG2507 20250710 ... 8863 8881 AG
113 113 AG2508 20250710 ... 8859 8873 AG
114 114 AG2509 20250710 ... 8872 8888 AG
115 115 AG2510 20250710 ... 8885 8899 AG
116 116 AG2511 20250710 ... 8895 8910 AG
117 117 AG2512 20250710 ... 8906 8921 AG
118 118 AG2601 20250710 ... 8918 8934 AG
119 119 AG2602 20250710 ... 8929 8944 AG
120 120 AG2603 20250710 ... 8943 8958 AG
121 121 AG2604 20250710 ... 8954 8966 AG
122 122 AG2605 20250710 ... 8967 8980 AG
123 123 AG2606 20250710 ... 8980 8992 AG
124 124 RB2507 20250710 ... 3091 3055 RB
125 125 RB2508 20250710 ... 3063 3033 RB
126 126 RB2509 20250710 ... 3068 3033 RB
127 127 RB2510 20250710 ... 3099 3065 RB
128 128 RB2511 20250710 ... 3112 3079 RB
129 129 RB2512 20250710 ... 3129 3096 RB
130 130 RB2601 20250710 ... 3125 3088 RB
131 131 RB2602 20250710 ... 3117 3076 RB
132 132 RB2603 20250710 ... 3116 3083 RB
133 133 RB2604 20250710 ... 3112 3084 RB
134 134 RB2605 20250710 ... 3135 3100 RB
135 135 RB2606 20250710 ... 3136 3106 RB
136 136 WR2507 20250710 ... 3356 3356 WR
137 137 WR2508 20250710 ... 3190 3190 WR
138 138 WR2509 20250710 ... 3265 3251 WR
139 139 WR2510 20250710 ... 3329 3299 WR
140 140 WR2511 20250710 ... 3350 3350 WR
141 141 WR2512 20250710 ... 3362 3362 WR
142 142 WR2601 20250710 ... 3329 3333 WR
143 143 WR2602 20250710 ... 3396 3396 WR
144 144 WR2603 20250710 ... 3387 3387 WR
145 145 WR2604 20250710 ... 3392 3392 WR
146 146 WR2605 20250710 ... 3370 3370 WR
147 147 WR2606 20250710 ... 3356 3356 WR
148 148 HC2507 20250710 ... 3237 3176 HC
149 149 HC2508 20250710 ... 3228 3196 HC
150 150 HC2509 20250710 ... 3241 3202 HC
151 151 HC2510 20250710 ... 3233 3193 HC
152 152 HC2511 20250710 ... 3235 3197 HC
153 153 HC2512 20250710 ... 3230 3209 HC
154 154 HC2601 20250710 ... 3247 3203 HC
155 155 HC2602 20250710 ... 3247 3207 HC
156 156 HC2603 20250710 ... 3234 3209 HC
157 157 HC2604 20250710 ... 3257 3217 HC
158 158 HC2605 20250710 ... 3245 3206 HC
159 159 HC2606 20250710 ... 3270 3215 HC
160 160 SS2507 20250710 ... 12720 12595 SS
161 161 SS2508 20250710 ... 12815 12730 SS
162 162 SS2509 20250710 ... 12735 12655 SS
163 163 SS2510 20250710 ... 12740 12650 SS
164 164 SS2511 20250710 ... 12760 12675 SS
165 165 SS2512 20250710 ... 12780 12710 SS
166 166 SS2601 20250710 ... 12845 12760 SS
167 167 SS2602 20250710 ... 12890 12800 SS
168 168 SS2603 20250710 ... 12920 12840 SS
169 169 SS2604 20250710 ... 12945 12865 SS
170 170 SS2605 20250710 ... 12975 12900 SS
171 171 SS2606 20250710 ... 13015 12930 SS
172 172 SC2508 20250710 ... 520.3 515.7 SC
173 173 SC2509 20250710 ... 511 510.6 SC
174 174 SC2510 20250710 ... 503.4 503.3 SC
175 175 SC2511 20250710 ... 497.5 496.9 SC
176 176 SC2512 20250710 ... 492.2 492.3 SC
177 177 SC2601 20250710 ... 487.8 489.2 SC
178 178 SC2602 20250710 ... 484.1 485.4 SC
179 179 SC2603 20250710 ... 482.9 483.1 SC
180 180 SC2604 20250710 ... 480.7 478.6 SC
181 181 SC2605 20250710 ... 478.8 477.6 SC
182 182 SC2606 20250710 ... 476.7 477.7 SC
183 183 SC2607 20250710 ... 475 472.5 SC
184 184 SC2609 20250710 ... 472.9 472.6 SC
185 185 SC2612 20250710 ... 468.1 472.2 SC
186 186 SC2703 20250710 ... 468 467.9 SC
187 187 SC2706 20250710 ... 468.9 470.7 SC
188 188 SC2709 20250710 ... 464.6 466.8 SC
189 189 SC2712 20250710 ... 465.8 466.5 SC
190 190 SC2803 20250710 ... 465.8 465.8 SC
191 191 SC2806 20250710 ... 464.4 463.2 SC
192 192 LU2508 20250710 ... 3688 3709 LU
193 193 LU2509 20250710 ... 3678 3697 LU
194 194 LU2510 20250710 ... 3648 3662 LU
195 195 LU2511 20250710 ... 3619 3626 LU
196 196 LU2512 20250710 ... 3590 3596 LU
197 197 LU2601 20250710 ... 3558 3561 LU
198 198 LU2602 20250710 ... 3523 3543 LU
199 199 LU2603 20250710 ... 3510 3510 LU
200 200 LU2604 20250710 ... 3489 3486 LU
201 201 LU2605 20250710 ... 3472 3483 LU
202 202 LU2606 20250710 ... 3455 3477 LU
203 203 LU2607 20250710 ... 3449 3459 LU
204 204 FU2508 20250710 ... 2931 2945 FU
205 205 FU2509 20250710 ... 2962 2982 FU
206 206 FU2510 20250710 ... 2952 2966 FU
207 207 FU2511 20250710 ... 2931 2934 FU
208 208 FU2512 20250710 ... 2903 2904 FU
209 209 FU2601 20250710 ... 2893 2890 FU
210 210 FU2602 20250710 ... 2885 2877 FU
211 211 FU2603 20250710 ... 2861 2857 FU
212 212 FU2604 20250710 ... 2850 2843 FU
213 213 FU2605 20250710 ... 2835 2827 FU
214 214 FU2606 20250710 ... 2813 2805 FU
215 215 FU2607 20250710 ... 2794 2787 FU
216 216 BU2507 20250710 ... 3652 3663 BU
217 217 BU2508 20250710 ... 3657 3650 BU
218 218 BU2509 20250710 ... 3625 3619 BU
219 219 BU2510 20250710 ... 3573 3569 BU
220 220 BU2511 20250710 ... 3513 3503 BU
221 221 BU2512 20250710 ... 3441 3428 BU
222 222 BU2601 20250710 ... 3410 3388 BU
223 223 BU2602 20250710 ... 3386 3382 BU
224 224 BU2603 20250710 ... 3384 3381 BU
225 225 BU2604 20250710 ... 3376 3353 BU
226 226 BU2605 20250710 ... 3361 3341 BU
227 227 BU2606 20250710 ... 3361 3338 BU
228 228 BU2609 20250710 ... 3332 3308 BU
229 229 BU2612 20250710 ... 3276 3262 BU
230 230 BU2703 20250710 ... 3282 3266 BU
231 231 BU2706 20250710 ... 3272 3265 BU
232 232 BR2507 20250710 ... 11545 11200 BR
233 233 BR2508 20250710 ... 11460 11315 BR
234 234 BR2509 20250710 ... 11420 11245 BR
235 235 BR2510 20250710 ... 11395 11220 BR
236 236 BR2511 20250710 ... 11415 11200 BR
237 237 BR2512 20250710 ... 11415 11195 BR
238 238 BR2601 20250710 ... 11355 11185 BR
239 239 BR2602 20250710 ... 11385 11170 BR
240 240 BR2603 20250710 ... 11350 11160 BR
241 241 BR2604 20250710 ... 11365 11205 BR
242 242 BR2605 20250710 ... 11350 11185 BR
243 243 BR2606 20250710 ... 11340 11150 BR
244 244 RU2507 20250710 ... 14140 13845 RU
245 245 RU2508 20250710 ... 14225 13935 RU
246 246 RU2509 20250710 ... 14240 14005 RU
247 247 RU2510 20250710 ... 14210 14030 RU
248 248 RU2511 20250710 ... 14270 14025 RU
249 249 RU2601 20250710 ... 15135 14885 RU
250 250 RU2603 20250710 ... 15100 14880 RU
251 251 RU2604 20250710 ... 15180 14860 RU
252 252 RU2605 20250710 ... 15210 14935 RU
253 253 RU2606 20250710 ... 15300 14950 RU
254 254 NR2507 20250710 ... 12315 12015 NR
255 255 NR2508 20250710 ... 12275 12040 NR
256 256 NR2509 20250710 ... 12305 12060 NR
257 257 NR2510 20250710 ... 12320 12075 NR
258 258 NR2511 20250710 ... 12340 12095 NR
259 259 NR2512 20250710 ... 12340 12105 NR
260 260 NR2601 20250710 ... 12365 12130 NR
261 261 NR2602 20250710 ... 12400 12200 NR
262 262 NR2603 20250710 ... 12465 12180 NR
263 263 NR2604 20250710 ... 12470 12195 NR
264 264 NR2605 20250710 ... 12515 12250 NR
265 265 NR2606 20250710 ... 12540 12225 NR
266 266 SP2507 20250710 ... 5120 5050 SP
267 267 SP2508 20250710 ... 5138 5070 SP
268 268 SP2509 20250710 ... 5166 5094 SP
269 269 SP2510 20250710 ... 5168 5108 SP
270 270 SP2511 20250710 ... 5164 5098 SP
271 271 SP2512 20250710 ... 5152 5092 SP
272 272 SP2601 20250710 ... 5360 5308 SP
273 273 SP2602 20250710 ... 5304 5248 SP
274 274 SP2603 20250710 ... 5296 5248 SP
275 275 SP2604 20250710 ... 5300 5252 SP
276 276 SP2605 20250710 ... 5298 5250 SP
277 277 SP2606 20250710 ... 5292 5254 SP
278 278 EC2508 20250710 ... 2045.2 1990.2 EC
279 279 EC2510 20250710 ... 1401.6 1382.4 EC
280 280 EC2512 20250710 ... 1564.1 1551.1 EC
281 281 EC2602 20250710 ... 1368.4 1348.7 EC
282 282 EC2604 20250710 ... 1198.3 1184.2 EC
283 283 EC2606 20250710 ... 1341.1 1325.2 EC
284 284 SC_TAS2508 20250710 ... SC_TAS
285 285 SC_TAS2509 20250710 ... SC_TAS
286 286 SC_TAS2510 20250710 ... SC_TAS
287 287 SC_TAS2511 20250710 ... SC_TAS
[288 rows x 13 columns]
2025-07-10 23:52:47,037 - future_1d - INFO - ak.get_shfe_daily('2025-07-10') done
symbol date open ... settle pre_settle variety
0 PS2507 20250710 0.0 ... 38185.0 38185.0 PS
1 PS2508 20250710 39500.0 ... 40545.0 39190.0 PS
2 PS2509 20250710 39150.0 ... 40190.0 38810.0 PS
3 PS2510 20250710 39005.0 ... 40140.0 38630.0 PS
4 PS2511 20250710 38860.0 ... 39745.0 38440.0 PS
5 PS2512 20250710 41000.0 ... 41860.0 40765.0 PS
6 PS2601 20250710 40470.0 ... 41870.0 40680.0 PS
7 PS2602 20250710 40745.0 ... 41475.0 40535.0 PS
8 PS2603 20250710 40775.0 ... 41465.0 40575.0 PS
9 PS2604 20250710 40695.0 ... 41385.0 40345.0 PS
10 PS2605 20250710 40200.0 ... 41215.0 40305.0 PS
11 PS2606 20250710 40800.0 ... 42025.0 41000.0 PS
13 SI2507 20250710 8540.0 ... 8540.0 8160.0 SI
14 SI2508 20250710 8190.0 ... 8380.0 8175.0 SI
15 SI2509 20250710 8250.0 ... 8375.0 8165.0 SI
16 SI2510 20250710 8160.0 ... 8350.0 8145.0 SI
17 SI2511 20250710 8190.0 ... 8305.0 8115.0 SI
18 SI2512 20250710 8450.0 ... 8620.0 8430.0 SI
19 SI2601 20250710 8395.0 ... 8570.0 8385.0 SI
20 SI2602 20250710 8405.0 ... 8565.0 8395.0 SI
21 SI2603 20250710 8460.0 ... 8565.0 8400.0 SI
22 SI2604 20250710 8400.0 ... 8565.0 8410.0 SI
23 SI2605 20250710 8390.0 ... 8550.0 8390.0 SI
24 SI2606 20250710 8420.0 ... 8565.0 8385.0 SI
27 LC2507 20250710 64920.0 ... 64580.0 64400.0 LC
28 LC2508 20250710 64900.0 ... 64740.0 64700.0 LC
29 LC2509 20250710 64560.0 ... 64460.0 64460.0 LC
30 LC2510 20250710 64420.0 ... 64340.0 64280.0 LC
31 LC2511 20250710 64200.0 ... 64160.0 64100.0 LC
32 LC2512 20250710 64460.0 ... 64420.0 64260.0 LC
33 LC2601 20250710 64460.0 ... 64540.0 64300.0 LC
34 LC2602 20250710 64520.0 ... 64540.0 64200.0 LC
35 LC2603 20250710 64500.0 ... 64540.0 64260.0 LC
36 LC2604 20250710 65060.0 ... 65100.0 64800.0 LC
37 LC2605 20250710 64960.0 ... 65160.0 64600.0 LC
38 LC2606 20250710 65020.0 ... 65160.0 64820.0 LC
[36 rows x 12 columns]
2025-07-10 23:52:47,168 - future_1d - INFO - ak.get_gfex_daily('2025-07-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2508 20250710 519.7 523.6 ... 5931943.05 520.3 515.7 SC
1 SC2509 20250710 511.8 513.5 ... 1656332.75 511 510.6 SC
2 SC2510 20250710 503.7 506 ... 313834.23 503.4 503.3 SC
3 SC2511 20250710 497.5 500.2 ... 42189.34 497.5 496.9 SC
4 SC2512 20250710 493.7 495.5 ... 24023.71 492.2 492.3 SC
5 SC2601 20250710 490.8 491.5 ... 18049.7 487.8 489.2 SC
6 SC2602 20250710 486.7 488.6 ... 13652.57 484.1 485.4 SC
7 SC2603 20250710 483.5 485.8 ... 2318.12 482.9 483.1 SC
8 SC2604 20250710 480.2 481.1 ... 144.21 480.7 478.6 SC
9 SC2605 20250710 478.9 479.4 ... 191.54 478.8 477.6 SC
10 SC2606 20250710 478.5 479.1 ... 1239.55 476.7 477.7 SC
11 SC2607 20250710 475 475 ... 47.5 475 472.5 SC
12 SC2609 20250710 473.2 475.6 ... 472.92 472.9 472.6 SC
13 SC2612 20250710 467 469.5 ... 468.14 468.1 472.2 SC
14 SC2703 20250710 468 468 ... 46.8 468 467.9 SC
15 SC2706 20250710 471.4 471.4 ... 281.36 468.9 470.7 SC
16 SC2709 20250710 464.6 464.6 ... 46.46 464.6 466.8 SC
17 SC2712 20250710 464.4 467 ... 232.92 465.8 466.5 SC
18 SC2803 20250710 ... 0 465.8 465.8 SC
19 SC2806 20250710 464 465.3 ... 371.57 464.4 463.2 SC
21 LU2508 20250710 3701 3702 ... 7519.878 3688 3709 LU
22 LU2509 20250710 3681 3697 ... 240102.187 3678 3697 LU
23 LU2510 20250710 3655 3668 ... 110126.556 3648 3662 LU
24 LU2511 20250710 3631 3640 ... 4545.82 3619 3626 LU
25 LU2512 20250710 3593 3605 ... 93.354 3590 3596 LU
26 LU2601 20250710 3550 3575 ... 177.916 3558 3561 LU
27 LU2602 20250710 3517 3542 ... 17.618 3523 3543 LU
28 LU2603 20250710 3503 3520 ... 21.065 3510 3510 LU
29 LU2604 20250710 3489 3489 ... 3.489 3489 3486 LU
30 LU2605 20250710 3463 3491 ... 27.78 3472 3483 LU
31 LU2606 20250710 3447 3468 ... 17.275 3455 3477 LU
32 LU2607 20250710 3449 3449 ... 3.449 3449 3459 LU
34 NR2507 20250710 12110 12420 ... 1355 12315 12015 NR
35 NR2508 20250710 12070 12450 ... 1041204.92 12275 12040 NR
36 NR2509 20250710 12100 12480 ... 883136.305 12305 12060 NR
37 NR2510 20250710 12120 12480 ... 145932.43 12320 12075 NR
38 NR2511 20250710 12100 12495 ... 9961.33 12340 12095 NR
39 NR2512 20250710 12125 12475 ... 3344.94 12340 12105 NR
40 NR2601 20250710 12100 12505 ... 12851.475 12365 12130 NR
41 NR2602 20250710 12400 12495 ... 285.245 12400 12200 NR
42 NR2603 20250710 12425 12570 ... 236.895 12465 12180 NR
43 NR2604 20250710 12450 12530 ... 74.845 12470 12195 NR
44 NR2605 20250710 12415 12575 ... 62.59 12515 12250 NR
45 NR2606 20250710 12540 12540 ... 12.54 12540 12225 NR
47 BC2507 20250710 ... 0 70600 70600 BC
48 BC2508 20250710 69410 69870 ... 272837.03 69560 70140 BC
49 BC2509 20250710 69250 69820 ... 35487.12 69510 69880 BC
50 BC2510 20250710 68920 69680 ... 658.775 69340 70060 BC
51 BC2511 20250710 ... 0 69130 69080 BC
52 BC2512 20250710 69320 69320 ... 34.66 69320 69750 BC
53 BC2601 20250710 ... 0 69810 69810 BC
54 BC2602 20250710 ... 0 69410 69410 BC
55 BC2603 20250710 ... 0 69290 69290 BC
56 BC2604 20250710 ... 0 69750 69750 BC
57 BC2605 20250710 69590 69590 ... 69.53 69530 68280 BC
58 BC2606 20250710 ... 0 67820 67820 BC
60 EC2508 20250710 2030 2078 ... 353485.971 2045.2 1990.2 EC
61 EC2510 20250710 1400 1412.4 ... 95201.5625 1401.6 1382.4 EC
62 EC2512 20250710 1556 1579.8 ... 12857.5735 1564.1 1551.1 EC
63 EC2602 20250710 1353.4 1375.7 ... 2846.402 1368.4 1348.7 EC
64 EC2604 20250710 1192 1209.9 ... 5919.8025 1198.3 1184.2 EC
65 EC2606 20250710 1344.2 1354.5 ... 730.922 1341.1 1325.2 EC
68 SC_TAS2508 20250710 ... SC_TAS
69 SC_TAS2509 20250710 ... SC_TAS
70 SC_TAS2510 20250710 ... SC_TAS
71 SC_TAS2511 20250710 ... SC_TAS
[66 rows x 12 columns]
2025-07-10 23:52:47,261 - future_1d - INFO - ak.get_ine_daily('2025-07-10') done
symbol date open ... settle pre_settle variety
0 IC2507 20250710 5930.000 ... 5968.000 5937.200 IC
1 IC2508 20250710 5879.800 ... 5911.200 5882.400 IC
2 IC2509 20250710 5831.000 ... 5859.800 5830.000 IC
3 IC2512 20250710 5691.600 ... 5736.200 5706.800 IC
4 IF2507 20250710 3981.000 ... 4006.800 3981.800 IF
5 IF2508 20250710 3962.000 ... 3989.800 3964.400 IF
6 IF2509 20250710 3956.200 ... 3981.800 3957.000 IF
7 IF2512 20250710 3920.000 ... 3948.400 3923.400 IF
8 IH2507 20250710 2727.600 ... 2754.000 2731.400 IH
9 IH2508 20250710 2723.800 ... 2750.800 2726.600 IH
10 IH2509 20250710 2724.000 ... 2749.200 2727.000 IH
11 IH2512 20250710 2725.000 ... 2748.800 2727.400 IH
12 IM2507 20250710 6356.600 ... 6386.200 6365.000 IM
13 IM2508 20250710 6289.000 ... 6316.000 6292.800 IM
14 IM2509 20250710 6214.000 ... 6241.800 6219.800 IM
15 IM2512 20250710 6028.200 ... 6057.000 6032.200 IM
16 T2509 20250710 109.015 ... 108.855 109.020 T
17 T2512 20250710 109.090 ... 108.910 109.100 T
18 T2603 20250710 109.055 ... 108.900 109.075 T
19 TF2509 20250710 106.140 ... 106.005 106.135 TF
20 TF2512 20250710 106.230 ... 106.110 106.225 TF
21 TF2603 20250710 106.270 ... 106.160 106.270 TF
22 TL2509 20250710 121.020 ... 120.550 120.960 TL
23 TL2512 20250710 120.850 ... 120.410 120.810 TL
24 TL2603 20250710 120.670 ... 120.210 120.610 TL
25 TS2509 20250710 102.466 ... 102.418 102.456 TS
26 TS2512 20250710 102.582 ... 102.530 102.576 TS
27 TS2603 20250710 102.666 ... 102.636 102.684 TS
[28 rows x 12 columns]
2025-07-10 23:52:47,402 - future_1d - INFO - ak.get_cffex_daily('2025-07-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250710 7735.0 7794.0 ... 350267.34 7768.0 7751.0 AP
1 AP511 20250710 7562.0 7619.0 ... 980.12 7598.0 7579.0 AP
2 AP512 20250710 7627.0 7638.0 ... 45.77 7629.0 7614.0 AP
3 AP601 20250710 7602.0 7659.0 ... 13228.08 7642.0 7636.0 AP
4 AP603 20250710 7613.0 7619.0 ... 106.61 7615.0 7621.0 AP
5 AP604 20250710 7676.0 7676.0 ... 122.62 7664.0 7674.0 AP
6 AP605 20250710 7719.0 7748.0 ... 201.26 7741.0 7740.0 AP
7 CF507 20250710 13610.0 13665.0 ... 5401.78 13625.0 13535.0 CF
8 CF509 20250710 13845.0 13920.0 ... 1457543.80 13865.0 13770.0 CF
9 CF511 20250710 13740.0 13805.0 ... 189084.23 13755.0 13675.0 CF
10 CF601 20250710 13785.0 13860.0 ... 321935.30 13810.0 13740.0 CF
11 CF603 20250710 13770.0 13830.0 ... 1708.92 13780.0 13720.0 CF
12 CF605 20250710 13780.0 13845.0 ... 13361.47 13790.0 13715.0 CF
13 CJ507 20250710 9600.0 9600.0 ... 9.60 9600.0 9405.0 CJ
14 CJ509 20250710 9500.0 9570.0 ... 175043.87 9495.0 9380.0 CJ
15 CJ512 20250710 10355.0 10490.0 ... 12499.45 10400.0 10245.0 CJ
16 CJ601 20250710 10495.0 10620.0 ... 1058820.16 10500.0 10360.0 CJ
17 CJ603 20250710 10640.0 10720.0 ... 13605.71 10630.0 10490.0 CJ
18 CJ605 20250710 10810.0 10960.0 ... 93993.76 10865.0 10735.0 CJ
19 CY507 20250710 0.0 0.0 ... 0.00 19895.0 19805.0 CY
20 CY508 20250710 0.0 0.0 ... 0.00 19700.0 19700.0 CY
21 CY509 20250710 19985.0 20060.0 ... 70700.61 20005.0 19915.0 CY
22 CY510 20250710 0.0 0.0 ... 0.00 19625.0 19535.0 CY
23 CY511 20250710 20045.0 20045.0 ... 10.02 20045.0 20060.0 CY
24 CY512 20250710 0.0 0.0 ... 0.00 19910.0 19910.0 CY
25 CY601 20250710 20020.0 20060.0 ... 310.43 20030.0 19860.0 CY
26 CY602 20250710 0.0 0.0 ... 0.00 19830.0 19830.0 CY
27 CY603 20250710 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250710 0.0 0.0 ... 0.00 19725.0 19725.0 CY
29 CY605 20250710 0.0 0.0 ... 0.00 20010.0 19915.0 CY
30 CY606 20250710 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250710 994.0 995.0 ... 927.51 991.0 970.0 FG
32 FG508 20250710 1051.0 1113.0 ... 57526.86 1078.0 1047.0 FG
33 FG509 20250710 1035.0 1100.0 ... 6521658.63 1063.0 1029.0 FG
34 FG510 20250710 1084.0 1147.0 ... 69473.41 1108.0 1082.0 FG
35 FG511 20250710 1077.0 1134.0 ... 87926.48 1097.0 1071.0 FG
36 FG512 20250710 1143.0 1199.0 ... 21113.70 1164.0 1135.0 FG
37 FG601 20250710 1134.0 1189.0 ... 715374.66 1155.0 1125.0 FG
38 FG602 20250710 1173.0 1223.0 ... 1397.34 1198.0 1164.0 FG
39 FG603 20250710 1164.0 1219.0 ... 1880.89 1195.0 1162.0 FG
40 FG604 20250710 1209.0 1251.0 ... 1181.06 1228.0 1201.0 FG
41 FG605 20250710 1202.0 1245.0 ... 16612.39 1221.0 1197.0 FG
42 FG606 20250710 1216.0 1260.0 ... 741.29 1235.0 1214.0 FG
43 JR507 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250710 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250710 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250710 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250710 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250710 0.0 0.0 ... 0.00 2353.0 2353.0 MA
54 MA508 20250710 2381.0 2417.0 ... 13688.91 2404.0 2382.0 MA
55 MA509 20250710 2370.0 2408.0 ... 1619920.95 2393.0 2365.0 MA
56 MA510 20250710 2393.0 2429.0 ... 67151.21 2415.0 2384.0 MA
57 MA511 20250710 2407.0 2443.0 ... 64933.03 2428.0 2396.0 MA
58 MA512 20250710 2430.0 2466.0 ... 12419.58 2450.0 2419.0 MA
59 MA601 20250710 2430.0 2471.0 ... 197727.72 2454.0 2422.0 MA
60 MA602 20250710 2424.0 2454.0 ... 53.58 2436.0 2409.0 MA
61 MA603 20250710 2420.0 2446.0 ... 189.85 2434.0 2405.0 MA
62 MA604 20250710 2398.0 2418.0 ... 26.45 2405.0 2376.0 MA
63 MA605 20250710 2358.0 2388.0 ... 2070.85 2375.0 2347.0 MA
64 MA606 20250710 2366.0 2386.0 ... 28.50 2375.0 2354.0 MA
65 OI507 20250710 0.0 0.0 ... 0.00 9600.0 9600.0 OI
66 OI509 20250710 9512.0 9512.0 ... 2957046.13 9457.0 9546.0 OI
67 OI511 20250710 9502.0 9502.0 ... 165665.26 9451.0 9539.0 OI
68 OI601 20250710 9448.0 9448.0 ... 516467.24 9404.0 9486.0 OI
69 OI603 20250710 9365.0 9383.0 ... 4348.34 9351.0 9431.0 OI
70 OI605 20250710 9301.0 9301.0 ... 6596.39 9252.0 9342.0 OI
71 PF507 20250710 6590.0 6662.0 ... 1185.42 6642.0 6626.0 PF
72 PF508 20250710 6526.0 6578.0 ... 248023.36 6554.0 6528.0 PF
73 PF509 20250710 6418.0 6458.0 ... 198283.88 6434.0 6412.0 PF
74 PF510 20250710 6402.0 6476.0 ... 156173.97 6434.0 6400.0 PF
75 PF511 20250710 6370.0 6438.0 ... 162712.69 6394.0 6370.0 PF
76 PF512 20250710 6352.0 6416.0 ... 45051.33 6376.0 6360.0 PF
77 PF601 20250710 6370.0 6424.0 ... 3670.46 6400.0 6370.0 PF
78 PF602 20250710 6366.0 6376.0 ... 9.56 6372.0 6370.0 PF
79 PF603 20250710 6378.0 6388.0 ... 22.35 6386.0 6376.0 PF
80 PF604 20250710 6402.0 6402.0 ... 3.20 6402.0 6386.0 PF
81 PF605 20250710 6414.0 6440.0 ... 6.43 6428.0 6398.0 PF
82 PF606 20250710 0.0 0.0 ... 0.00 6424.0 6382.0 PF
83 PK510 20250710 8180.0 8194.0 ... 107002.83 8172.0 8158.0 PK
84 PK511 20250710 8020.0 8032.0 ... 53630.46 8010.0 7986.0 PK
85 PK512 20250710 7978.0 7978.0 ... 943.97 7966.0 7968.0 PK
86 PK601 20250710 7966.0 7972.0 ... 4181.97 7958.0 7946.0 PK
87 PK603 20250710 7970.0 7980.0 ... 75.58 7956.0 7948.0 PK
88 PK604 20250710 7952.0 7972.0 ... 23.88 7958.0 7952.0 PK
89 PK605 20250710 7990.0 8004.0 ... 875.73 7962.0 7960.0 PK
90 PM507 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250710 0.0 0.0 ... 0.00 5942.0 5920.0 PR
97 PR508 20250710 5898.0 5946.0 ... 8475.90 5918.0 5892.0 PR
98 PR509 20250710 5876.0 5930.0 ... 419987.68 5896.0 5874.0 PR
99 PR510 20250710 5878.0 5938.0 ... 225096.37 5902.0 5866.0 PR
100 PR511 20250710 5868.0 5926.0 ... 33896.50 5892.0 5854.0 PR
101 PR512 20250710 0.0 0.0 ... 0.00 5900.0 5848.0 PR
102 PR601 20250710 5862.0 5916.0 ... 335.81 5892.0 5854.0 PR
103 PR602 20250710 5910.0 5954.0 ... 44.52 5936.0 5898.0 PR
104 PR603 20250710 5940.0 5958.0 ... 80.18 5940.0 5914.0 PR
105 PR604 20250710 5958.0 5958.0 ... 8.94 5958.0 5912.0 PR
106 PR605 20250710 5912.0 5952.0 ... 115.71 5934.0 5892.0 PR
107 PR606 20250710 0.0 0.0 ... 0.00 5926.0 5858.0 PR
108 PX507 20250710 0.0 0.0 ... 0.00 6926.0 6890.0 PX
109 PX508 20250710 6748.0 6842.0 ... 2642.42 6802.0 6752.0 PX
110 PX509 20250710 6716.0 6800.0 ... 616982.01 6750.0 6716.0 PX
111 PX510 20250710 6698.0 6796.0 ... 92207.48 6746.0 6698.0 PX
112 PX511 20250710 6690.0 6776.0 ... 132206.80 6720.0 6664.0 PX
113 PX512 20250710 6670.0 6762.0 ... 30215.13 6704.0 6644.0 PX
114 PX601 20250710 6636.0 6742.0 ... 61437.15 6682.0 6636.0 PX
115 PX602 20250710 6680.0 6730.0 ... 40.13 6688.0 6628.0 PX
116 PX603 20250710 6604.0 6640.0 ... 6.62 6622.0 6618.0 PX
117 PX604 20250710 0.0 0.0 ... 0.00 6676.0 6606.0 PX
118 PX605 20250710 6620.0 6686.0 ... 182.51 6638.0 6594.0 PX
119 PX606 20250710 6650.0 6650.0 ... 3.33 6650.0 6562.0 PX
120 RI507 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250710 2451.0 2491.0 ... 371.16 2474.0 2445.0 RM
127 RM508 20250710 2581.0 2617.0 ... 25372.91 2596.0 2572.0 RM
128 RM509 20250710 2582.0 2622.0 ... 926076.49 2595.0 2573.0 RM
129 RM511 20250710 2415.0 2434.0 ... 2812.39 2418.0 2407.0 RM
130 RM601 20250710 2309.0 2326.0 ... 168149.86 2313.0 2305.0 RM
131 RM603 20250710 2291.0 2306.0 ... 14060.22 2294.0 2287.0 RM
132 RM605 20250710 2305.0 2316.0 ... 26768.97 2307.0 2305.0 RM
133 RS507 20250710 0.0 0.0 ... 0.00 4993.0 4991.0 RS
134 RS508 20250710 0.0 0.0 ... 0.00 5107.0 5107.0 RS
135 RS509 20250710 5053.0 5100.0 ... 233.26 5071.0 5069.0 RS
136 RS511 20250710 5097.0 5097.0 ... 30.43 5072.0 5037.0 RS
137 SA507 20250710 1167.0 1189.0 ... 587.46 1175.0 1146.0 SA
138 SA508 20250710 1190.0 1235.0 ... 55375.42 1213.0 1187.0 SA
139 SA509 20250710 1194.0 1244.0 ... 7001237.69 1213.0 1187.0 SA
140 SA510 20250710 1209.0 1249.0 ... 139343.32 1227.0 1201.0 SA
141 SA511 20250710 1205.0 1251.0 ... 236375.53 1228.0 1202.0 SA
142 SA512 20250710 1235.0 1278.0 ... 130693.80 1254.0 1225.0 SA
143 SA601 20250710 1240.0 1281.0 ... 1688094.85 1255.0 1226.0 SA
144 SA602 20250710 1246.0 1287.0 ... 20636.43 1266.0 1238.0 SA
145 SA603 20250710 1248.0 1284.0 ... 12386.31 1264.0 1236.0 SA
146 SA604 20250710 1261.0 1294.0 ... 5054.16 1280.0 1250.0 SA
147 SA605 20250710 1257.0 1297.0 ... 62205.85 1276.0 1251.0 SA
148 SA606 20250710 1266.0 1300.0 ... 3467.31 1289.0 1260.0 SA
149 SF507 20250710 5436.0 5626.0 ... 6288.50 5520.0 5436.0 SF
150 SF508 20250710 5402.0 5596.0 ... 33354.73 5530.0 5374.0 SF
151 SF509 20250710 5426.0 5594.0 ... 802072.62 5532.0 5380.0 SF
152 SF510 20250710 5378.0 5542.0 ... 109262.36 5484.0 5328.0 SF
153 SF511 20250710 5510.0 5684.0 ... 184665.82 5630.0 5466.0 SF
154 SF512 20250710 5506.0 5656.0 ... 20691.84 5594.0 5440.0 SF
155 SF601 20250710 5464.0 5624.0 ... 15775.87 5562.0 5412.0 SF
156 SF602 20250710 5388.0 5554.0 ... 856.30 5490.0 5354.0 SF
157 SF603 20250710 5586.0 5678.0 ... 56.43 5644.0 5490.0 SF
158 SF604 20250710 5518.0 5662.0 ... 16.86 5620.0 5460.0 SF
159 SF605 20250710 5480.0 5664.0 ... 552.16 5606.0 5460.0 SF
160 SF606 20250710 5466.0 5604.0 ... 86.24 5564.0 5370.0 SF
161 SH507 20250710 0.0 0.0 ... 0.00 2456.0 2381.0 SH
162 SH508 20250710 2476.0 2569.0 ... 224790.46 2525.0 2434.0 SH
163 SH509 20250710 2462.0 2525.0 ... 4717396.77 2495.0 2419.0 SH
164 SH510 20250710 2475.0 2544.0 ... 403590.71 2515.0 2439.0 SH
165 SH511 20250710 2468.0 2530.0 ... 252459.83 2500.0 2426.0 SH
166 SH512 20250710 2475.0 2532.0 ... 35751.81 2500.0 2426.0 SH
167 SH601 20250710 2444.0 2500.0 ... 127184.09 2469.0 2403.0 SH
168 SH602 20250710 2460.0 2513.0 ... 740.65 2494.0 2424.0 SH
169 SH603 20250710 2462.0 2517.0 ... 606.43 2496.0 2430.0 SH
170 SH604 20250710 2497.0 2551.0 ... 220.59 2536.0 2456.0 SH
171 SH605 20250710 2485.0 2550.0 ... 6047.14 2523.0 2453.0 SH
172 SH606 20250710 2506.0 2560.0 ... 174.24 2525.0 2479.0 SH
173 SM507 20250710 0.0 0.0 ... 0.00 5756.0 5654.0 SM
174 SM508 20250710 5738.0 5820.0 ... 28007.41 5790.0 5682.0 SM
175 SM509 20250710 5746.0 5826.0 ... 994605.73 5792.0 5682.0 SM
176 SM510 20250710 5716.0 5798.0 ... 58556.00 5770.0 5664.0 SM
177 SM511 20250710 5800.0 5868.0 ... 125749.58 5844.0 5742.0 SM
178 SM512 20250710 5788.0 5858.0 ... 10839.24 5832.0 5728.0 SM
179 SM601 20250710 5774.0 5854.0 ... 75772.12 5822.0 5724.0 SM
180 SM602 20250710 5800.0 5868.0 ... 273.00 5810.0 5718.0 SM
181 SM603 20250710 5800.0 5864.0 ... 107.88 5832.0 5720.0 SM
182 SM604 20250710 5814.0 5852.0 ... 20.43 5838.0 5738.0 SM
183 SM605 20250710 5830.0 5880.0 ... 1456.83 5852.0 5752.0 SM
184 SM606 20250710 5880.0 5896.0 ... 55.90 5886.0 5756.0 SM
185 SR507 20250710 5795.0 5808.0 ... 527.32 5795.0 5751.0 SR
186 SR509 20250710 5795.0 5815.0 ... 950652.62 5800.0 5763.0 SR
187 SR511 20250710 5684.0 5703.0 ... 132693.11 5688.0 5653.0 SR
188 SR601 20250710 5615.0 5636.0 ... 119605.24 5625.0 5599.0 SR
189 SR603 20250710 5592.0 5606.0 ... 1449.65 5597.0 5574.0 SR
190 SR605 20250710 5563.0 5580.0 ... 5008.83 5572.0 5551.0 SR
191 TA507 20250710 4740.0 4748.0 ... 4453.91 4732.0 4770.0 TA
192 TA508 20250710 4722.0 4758.0 ... 32524.04 4740.0 4740.0 TA
193 TA509 20250710 4712.0 4752.0 ... 2244708.08 4728.0 4714.0 TA
194 TA510 20250710 4708.0 4760.0 ... 65699.06 4724.0 4702.0 TA
195 TA511 20250710 4706.0 4754.0 ... 67158.46 4720.0 4692.0 TA
196 TA512 20250710 4694.0 4750.0 ... 15954.45 4716.0 4684.0 TA
197 TA601 20250710 4682.0 4748.0 ... 446291.84 4712.0 4678.0 TA
198 TA602 20250710 4698.0 4748.0 ... 40.14 4722.0 4688.0 TA
199 TA603 20250710 4698.0 4738.0 ... 103.84 4720.0 4682.0 TA
200 TA604 20250710 4714.0 4732.0 ... 11.80 4720.0 4688.0 TA
201 TA605 20250710 4704.0 4760.0 ... 3753.78 4728.0 4694.0 TA
202 TA606 20250710 4750.0 4750.0 ... 4.75 4750.0 4702.0 TA
203 UR507 20250710 1759.0 1774.0 ... 360.00 1765.0 1759.0 UR
204 UR508 20250710 1774.0 1784.0 ... 2110.91 1774.0 1767.0 UR
205 UR509 20250710 1780.0 1790.0 ... 900403.33 1777.0 1771.0 UR
206 UR510 20250710 1764.0 1775.0 ... 23123.69 1762.0 1755.0 UR
207 UR511 20250710 1766.0 1775.0 ... 22098.41 1760.0 1755.0 UR
208 UR512 20250710 1755.0 1763.0 ... 111.86 1748.0 1747.0 UR
209 UR601 20250710 1744.0 1750.0 ... 118802.75 1736.0 1731.0 UR
210 UR602 20250710 1736.0 1744.0 ... 1197.13 1730.0 1725.0 UR
211 UR603 20250710 1755.0 1761.0 ... 157.40 1749.0 1747.0 UR
212 UR604 20250710 1748.0 1749.0 ... 69.66 1741.0 1740.0 UR
213 UR605 20250710 1742.0 1748.0 ... 5998.86 1736.0 1730.0 UR
214 UR606 20250710 1733.0 1740.0 ... 505.97 1733.0 1727.0 UR
215 WH507 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC508 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC509 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC510 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC511 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC512 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC601 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC602 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC603 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC604 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC605 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC606 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC607 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-10 23:52:47,723 - future_1d - INFO - ak.get_czce_daily('2025-07-10') done
symbol date open ... settle pre_settle variety
0 a2507 20250710 0.0 ... 4150.00 4150.00 A
1 a2509 20250710 4112.0 ... 4110.00 4112.00 A
2 a2511 20250710 4048.0 ... 4042.00 4048.00 A
3 a2601 20250710 4035.0 ... 4025.00 4033.00 A
4 a2603 20250710 4023.0 ... 4018.00 4027.00 A
5 a2605 20250710 4055.0 ... 4051.00 4059.00 A
6 b2507 20250710 0.0 ... 3480.00 3480.00 B
7 b2508 20250710 3519.0 ... 3527.00 3518.00 B
8 b2509 20250710 3578.0 ... 3581.00 3576.00 B
9 b2510 20250710 3614.0 ... 3618.00 3610.00 B
10 b2511 20250710 3635.0 ... 3641.00 3639.00 B
11 b2512 20250710 3658.0 ... 3659.00 3661.00 B
12 b2601 20250710 3652.0 ... 3648.00 3652.00 B
13 b2602 20250710 3613.0 ... 3614.00 3624.00 B
14 b2603 20250710 3529.0 ... 3517.00 3535.00 B
15 b2604 20250710 3438.0 ... 3431.00 3443.00 B
16 b2605 20250710 3375.0 ... 3371.00 3375.00 B
17 b2606 20250710 3370.0 ... 3366.00 3371.00 B
18 bb2509 20250710 153.2 ... 152.75 153.50 BB
19 bb2511 20250710 155.1 ... 154.60 157.15 BB
20 bb2601 20250710 0.0 ... 156.40 156.40 BB
21 bb2603 20250710 0.0 ... 163.25 165.90 BB
22 bb2605 20250710 0.0 ... 163.25 165.90 BB
23 bz2603 20250710 6070.0 ... 6215.00 6015.00 BZ
24 bz2604 20250710 6070.0 ... 6226.00 6010.00 BZ
25 bz2605 20250710 6056.0 ... 6202.00 6013.00 BZ
26 bz2606 20250710 6100.0 ... 6180.00 6003.00 BZ
27 c2507 20250710 0.0 ... 2296.00 2296.00 C
28 c2509 20250710 2317.0 ... 2318.00 2322.00 C
29 c2511 20250710 2271.0 ... 2272.00 2275.00 C
30 c2601 20250710 2234.0 ... 2233.00 2237.00 C
31 c2603 20250710 2235.0 ... 2235.00 2238.00 C
32 c2605 20250710 2265.0 ... 2264.00 2266.00 C
33 cs2507 20250710 0.0 ... 2700.00 2700.00 CS
34 cs2509 20250710 2675.0 ... 2675.00 2676.00 CS
35 cs2511 20250710 2626.0 ... 2626.00 2630.00 CS
36 cs2601 20250710 2623.0 ... 2622.00 2626.00 CS
37 cs2603 20250710 2610.0 ... 2608.00 2615.00 CS
38 cs2605 20250710 2646.0 ... 2647.00 2650.00 CS
39 eb2507 20250710 0.0 ... 7499.00 7499.00 EB
40 eb2508 20250710 7356.0 ... 7436.00 7320.00 EB
41 eb2509 20250710 7251.0 ... 7348.00 7234.00 EB
42 eb2510 20250710 7190.0 ... 7277.00 7153.00 EB
43 eb2511 20250710 7122.0 ... 7206.00 7089.00 EB
44 eb2512 20250710 7088.0 ... 7169.00 7058.00 EB
45 eb2601 20250710 7088.0 ... 7169.00 7053.00 EB
46 eb2602 20250710 7108.0 ... 7212.00 7069.00 EB
47 eb2603 20250710 7102.0 ... 7228.00 7073.00 EB
48 eb2604 20250710 7148.0 ... 7198.00 7062.00 EB
49 eb2605 20250710 7117.0 ... 7185.00 7086.00 EB
50 eb2606 20250710 7163.0 ... 7181.00 7089.00 EB
51 eg2507 20250710 0.0 ... 4226.00 4226.00 EG
52 eg2508 20250710 4258.0 ... 4296.00 4259.00 EG
53 eg2509 20250710 4280.0 ... 4307.00 4275.00 EG
54 eg2510 20250710 4292.0 ... 4321.00 4289.00 EG
55 eg2511 20250710 4306.0 ... 4328.00 4296.00 EG
56 eg2512 20250710 4328.0 ... 4328.00 4292.00 EG
57 eg2601 20250710 4302.0 ... 4336.00 4300.00 EG
58 eg2602 20250710 4328.0 ... 4343.00 4301.00 EG
59 eg2603 20250710 4340.0 ... 4340.00 4313.00 EG
60 eg2604 20250710 4344.0 ... 4355.00 4331.00 EG
61 eg2605 20250710 4340.0 ... 4355.00 4332.00 EG
62 eg2606 20250710 4344.0 ... 4364.00 4329.00 EG
63 fb2507 20250710 0.0 ... 1341.50 1341.50 FB
64 fb2508 20250710 1335.0 ... 1335.50 1332.50 FB
65 fb2509 20250710 1325.0 ... 1323.50 1317.00 FB
66 fb2510 20250710 1330.0 ... 1329.50 1328.00 FB
67 fb2511 20250710 1327.0 ... 1329.00 1325.00 FB
68 fb2512 20250710 1327.5 ... 1329.00 1324.50 FB
69 fb2601 20250710 1314.5 ... 1315.50 1310.00 FB
70 fb2602 20250710 0.0 ... 1290.50 1290.50 FB
71 fb2603 20250710 0.0 ... 1313.50 1313.50 FB
72 fb2604 20250710 0.0 ... 1310.50 1310.50 FB
73 fb2605 20250710 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250710 0.0 ... 1292.50 1292.50 FB
75 i2507 20250710 0.0 ... 748.00 748.00 I
76 i2508 20250710 743.0 ... 754.50 740.50 I
77 i2509 20250710 736.0 ... 750.50 736.50 I
78 i2510 20250710 730.5 ... 747.50 731.00 I
79 i2511 20250710 724.5 ... 739.50 724.50 I
80 i2512 20250710 718.0 ... 734.00 718.00 I
81 i2601 20250710 710.0 ... 724.00 710.00 I
82 i2602 20250710 707.0 ... 721.00 708.00 I
83 i2603 20250710 704.0 ... 716.50 704.50 I
84 i2604 20250710 700.0 ... 711.50 700.50 I
85 i2605 20250710 692.5 ... 705.00 693.00 I
86 i2606 20250710 685.5 ... 698.50 687.00 I
87 j2507 20250710 0.0 ... 1304.50 1304.50 J
88 j2508 20250710 1429.5 ... 1448.00 1416.00 J
89 j2509 20250710 1456.0 ... 1478.00 1445.50 J
90 j2510 20250710 1470.5 ... 1488.00 1461.50 J
91 j2511 20250710 1485.5 ... 1500.00 1450.50 J
92 j2512 20250710 1497.5 ... 1497.50 1471.00 J
93 j2601 20250710 1486.0 ... 1507.50 1486.50 J
94 j2602 20250710 0.0 ... 1515.50 1494.50 J
95 j2603 20250710 0.0 ... 1528.50 1507.50 J
96 j2604 20250710 0.0 ... 1520.50 1499.50 J
97 j2605 20250710 1535.0 ... 1540.00 1526.50 J
98 j2606 20250710 1543.5 ... 1555.50 1528.00 J
99 jd2507 20250710 2701.0 ... 2728.00 2778.00 JD
100 jd2508 20250710 3485.0 ... 3447.00 3470.00 JD
101 jd2509 20250710 3600.0 ... 3572.00 3585.00 JD
102 jd2510 20250710 3373.0 ... 3362.00 3373.00 JD
103 jd2511 20250710 3393.0 ... 3381.00 3401.00 JD
104 jd2512 20250710 3556.0 ... 3547.00 3559.00 JD
105 jd2601 20250710 3616.0 ... 3606.00 3616.00 JD
106 jd2602 20250710 3194.0 ... 3189.00 3195.00 JD
107 jd2603 20250710 3198.0 ... 3199.00 3199.00 JD
108 jd2604 20250710 3340.0 ... 3340.00 3335.00 JD
109 jd2605 20250710 3406.0 ... 3411.00 3413.00 JD
110 jd2606 20250710 3266.0 ... 3264.00 3266.00 JD
111 jm2507 20250710 848.0 ... 861.00 846.50 JM
112 jm2508 20250710 822.0 ... 834.50 812.00 JM
113 jm2509 20250710 871.0 ... 883.50 860.50 JM
114 jm2510 20250710 881.0 ... 897.50 877.00 JM
115 jm2511 20250710 894.0 ... 907.50 886.00 JM
116 jm2512 20250710 905.0 ... 919.50 897.50 JM
117 jm2601 20250710 909.0 ... 922.00 905.00 JM
118 jm2602 20250710 916.0 ... 931.00 908.00 JM
119 jm2603 20250710 925.5 ... 942.50 919.50 JM
120 jm2604 20250710 931.5 ... 941.00 925.00 JM
121 jm2605 20250710 935.5 ... 947.50 932.50 JM
122 jm2606 20250710 951.5 ... 958.00 945.00 JM
123 l2507 20250710 0.0 ... 7300.00 7291.00 L
124 l2508 20250710 7276.0 ... 7302.00 7255.00 L
125 l2509 20250710 7282.0 ... 7309.00 7257.00 L
126 l2510 20250710 7267.0 ... 7309.00 7254.00 L
127 l2511 20250710 7273.0 ... 7300.00 7253.00 L
128 l2512 20250710 7266.0 ... 7286.00 7248.00 L
129 l2601 20250710 7254.0 ... 7283.00 7237.00 L
130 l2602 20250710 7273.0 ... 7260.00 7214.00 L
131 l2603 20250710 7273.0 ... 7265.00 7210.00 L
132 l2604 20250710 7278.0 ... 7292.00 7215.00 L
133 l2605 20250710 7231.0 ... 7255.00 7212.00 L
134 l2606 20250710 7261.0 ... 7261.00 7212.00 L
135 lg2507 20250710 819.5 ... 813.00 819.50 LG
136 lg2509 20250710 785.0 ... 785.00 783.50 LG
137 lg2511 20250710 785.0 ... 783.50 781.50 LG
138 lg2601 20250710 784.5 ... 785.50 781.50 LG
139 lg2603 20250710 785.0 ... 787.00 783.50 LG
140 lg2605 20250710 790.0 ... 792.00 789.50 LG
141 lh2507 20250710 13955.0 ... 13970.00 13950.00 LH
142 lh2509 20250710 14255.0 ... 14330.00 14220.00 LH
143 lh2511 20250710 13595.0 ... 13650.00 13590.00 LH
144 lh2601 20250710 13695.0 ... 13725.00 13680.00 LH
145 lh2603 20250710 12965.0 ... 12980.00 12965.00 LH
146 lh2605 20250710 13135.0 ... 13175.00 13135.00 LH
147 m2507 20250710 0.0 ... 2802.00 2802.00 M
148 m2508 20250710 2920.0 ... 2925.00 2921.00 M
149 m2509 20250710 2940.0 ... 2943.00 2940.00 M
150 m2511 20250710 2980.0 ... 2983.00 2981.00 M
151 m2512 20250710 3018.0 ... 3011.00 3016.00 M
152 m2601 20250710 2994.0 ... 2988.00 2992.00 M
153 m2603 20250710 2850.0 ... 2854.00 2854.00 M
154 m2605 20250710 2702.0 ... 2701.00 2703.00 M
155 p2507 20250710 0.0 ... 8620.00 8620.00 P
156 p2508 20250710 8696.0 ... 8664.00 8676.00 P
157 p2509 20250710 8652.0 ... 8628.00 8656.00 P
158 p2510 20250710 8666.0 ... 8628.00 8656.00 P
159 p2511 20250710 8644.0 ... 8606.00 8626.00 P
160 p2512 20250710 8634.0 ... 8606.00 8626.00 P
161 p2601 20250710 8622.0 ... 8602.00 8634.00 P
162 p2602 20250710 8560.0 ... 8574.00 8592.00 P
163 p2603 20250710 8502.0 ... 8520.00 8540.00 P
164 p2604 20250710 8438.0 ... 8452.00 8494.00 P
165 p2605 20250710 8412.0 ... 8400.00 8434.00 P
166 p2606 20250710 8378.0 ... 8368.00 8406.00 P
167 pg2507 20250710 4219.0 ... 4223.00 4205.00 PG
168 pg2508 20250710 4190.0 ... 4199.00 4178.00 PG
169 pg2509 20250710 4088.0 ... 4096.00 4077.00 PG
170 pg2510 20250710 4493.0 ... 4510.00 4480.00 PG
171 pg2511 20250710 4407.0 ... 4423.00 4397.00 PG
172 pg2512 20250710 4321.0 ... 4349.00 4321.00 PG
173 pg2601 20250710 4259.0 ... 4273.00 4241.00 PG
174 pg2602 20250710 4208.0 ... 4221.00 4164.00 PG
175 pg2603 20250710 4114.0 ... 4115.00 4082.00 PG
176 pg2604 20250710 4410.0 ... 4407.00 4373.00 PG
177 pg2605 20250710 4289.0 ... 4292.00 4266.00 PG
178 pg2606 20250710 4224.0 ... 4221.00 4205.00 PG
179 pp2507 20250710 0.0 ... 7068.00 7068.00 PP
180 pp2508 20250710 7078.0 ... 7096.00 7057.00 PP
181 pp2509 20250710 7080.0 ... 7101.00 7056.00 PP
182 pp2510 20250710 7038.0 ... 7071.00 7017.00 PP
183 pp2511 20250710 7034.0 ... 7063.00 7009.00 PP
184 pp2512 20250710 7035.0 ... 7066.00 7014.00 PP
185 pp2601 20250710 7034.0 ... 7068.00 7015.00 PP
186 pp2602 20250710 7010.0 ... 7043.00 6995.00 PP
187 pp2603 20250710 7023.0 ... 7023.00 7004.00 PP
188 pp2604 20250710 7038.0 ... 7038.00 7006.00 PP
189 pp2605 20250710 7023.0 ... 7053.00 7008.00 PP
190 pp2606 20250710 7035.0 ... 7048.00 6990.00 PP
191 rr2507 20250710 0.0 ... 3578.00 3578.00 RR
192 rr2508 20250710 3588.0 ... 3585.00 3587.00 RR
193 rr2509 20250710 3596.0 ... 3595.00 3595.00 RR
194 rr2510 20250710 3609.0 ... 3610.00 3607.00 RR
195 rr2511 20250710 3605.0 ... 3605.00 3605.00 RR
196 rr2512 20250710 3600.0 ... 3603.00 3601.00 RR
197 rr2601 20250710 3604.0 ... 3602.00 3600.00 RR
198 rr2602 20250710 3610.0 ... 3610.00 3606.00 RR
199 rr2603 20250710 3610.0 ... 3611.00 3606.00 RR
200 rr2604 20250710 3620.0 ... 3617.00 3613.00 RR
201 rr2605 20250710 3612.0 ... 3612.00 3606.00 RR
202 rr2606 20250710 3615.0 ... 3610.00 3609.00 RR
203 v2507 20250710 4839.0 ... 4926.00 4839.00 V
204 v2508 20250710 4926.0 ... 4972.00 4890.00 V
205 v2509 20250710 4963.0 ... 5005.00 4929.00 V
206 v2510 20250710 4995.0 ... 5033.00 4957.00 V
207 v2511 20250710 5017.0 ... 5066.00 4981.00 V
208 v2512 20250710 5063.0 ... 5089.00 5006.00 V
209 v2601 20250710 5067.0 ... 5109.00 5031.00 V
210 v2602 20250710 5085.0 ... 5130.00 5044.00 V
211 v2603 20250710 5103.0 ... 5152.00 5062.00 V
212 v2604 20250710 5235.0 ... 5287.00 5213.00 V
213 v2605 20250710 5239.0 ... 5306.00 5221.00 V
214 v2606 20250710 5261.0 ... 5312.00 5234.00 V
215 y2507 20250710 0.0 ... 7970.00 8038.00 Y
216 y2508 20250710 7900.0 ... 7924.00 7902.00 Y
217 y2509 20250710 7912.0 ... 7928.00 7922.00 Y
218 y2511 20250710 7930.0 ... 7942.00 7936.00 Y
219 y2512 20250710 7966.0 ... 7962.00 7962.00 Y
220 y2601 20250710 7906.0 ... 7906.00 7916.00 Y
221 y2603 20250710 7824.0 ... 7820.00 7818.00 Y
222 y2605 20250710 7600.0 ... 7592.00 7594.00 Y
[223 rows x 12 columns]
2025-07-10 23:52:48,167 - future_1d - INFO - ak.get_dce_daily('2025-07-10') done
2025-07-10 23:52:49,938 - future_1d - INFO - save future_daily 2025-07-10 add
2025-07-10 23:52:49,944 - future_1d - INFO - 0 1 2 3 4
symbol CU2507 CU2508 CU2509 CU2510 CU2511
date 2025-07-10 2025-07-10 2025-07-10 2025-07-10 2025-07-10
opencol 78630.0 78340.0 78130.0 77870.0 77560.0
high 78910.0 78680.0 78560.0 78410.0 78290.0
low 78500.0 78160.0 78010.0 77730.0 77560.0
close 78850.0 78600.0 78460.0 78310.0 78210.0
volume 18830.0 99231.0 57205.0 19860.0 6896.0
open_interest 32590.0 181068.0 138287.0 57347.0 34848.0
turnover 740713.125 3889713.575 2238047.085 775133.11 268796.805
settle 78670.0 78390.0 78240.0 78050.0 77950.0
pre_settle 79110.0 78910.0 78740.0 78500.0 78260.0
variety CU CU CU CU CU
exchange SHFE SHFE SHFE SHFE SHFE
comd cu cu cu cu cu
contract cu2507 cu2508 cu2509 cu2510 cu2511
contract_yymm 2507 2508 2509 2510 2511
maturity_month 0 1 2 3 4
maturity_day -9 22 53 83 114