13 b2602 20250703 3624.00 ... 3645.00 3610.00 B
14 b2603 20250703 3522.00 ... 3556.00 3514.00 B
15 b2604 20250703 3432.00 ... 3452.00 3420.00 B
16 b2605 20250703 3375.00 ... 3383.00 3364.00 B
17 b2606 20250703 3374.00 ... 3385.00 3367.00 B
18 bb2509 20250703 153.05 ... 153.45 153.35 BB
19 bb2511 20250703 154.25 ... 154.35 153.20 BB
20 bb2601 20250703 0.00 ... 162.00 170.50 BB
21 bb2603 20250703 0.00 ... 171.85 170.60 BB
22 bb2605 20250703 0.00 ... 171.85 170.60 BB
23 c2507 20250703 2347.00 ... 2347.00 2356.00 C
24 c2509 20250703 2363.00 ... 2364.00 2369.00 C
25 c2511 20250703 2305.00 ... 2307.00 2309.00 C
26 c2601 20250703 2264.00 ... 2264.00 2267.00 C
27 c2603 20250703 2257.00 ... 2260.00 2263.00 C
28 c2605 20250703 2289.00 ... 2294.00 2294.00 C
29 cs2507 20250703 0.00 ... 2729.00 2729.00 CS
30 cs2509 20250703 2731.00 ... 2731.00 2735.00 CS
31 cs2511 20250703 2669.00 ... 2670.00 2671.00 CS
32 cs2601 20250703 2663.00 ... 2667.00 2667.00 CS
33 cs2603 20250703 2647.00 ... 2649.00 2647.00 CS
34 cs2605 20250703 2681.00 ... 2684.00 2685.00 CS
35 eb2507 20250703 7410.00 ... 7422.00 7397.00 EB
36 eb2508 20250703 7289.00 ... 7288.00 7250.00 EB
37 eb2509 20250703 7210.00 ... 7209.00 7166.00 EB
38 eb2510 20250703 7126.00 ... 7130.00 7082.00 EB
39 eb2511 20250703 7044.00 ... 7062.00 7012.00 EB
40 eb2512 20250703 7027.00 ... 7035.00 6987.00 EB
41 eb2601 20250703 7017.00 ... 7037.00 6998.00 EB
42 eb2602 20250703 7049.00 ... 7058.00 7016.00 EB
43 eb2603 20250703 7067.00 ... 7077.00 7022.00 EB
44 eb2604 20250703 7066.00 ... 7066.00 7019.00 EB
45 eb2605 20250703 7045.00 ... 7057.00 7016.00 EB
46 eb2606 20250703 0.00 ... 7037.00 7037.00 EB
47 eg2507 20250703 0.00 ... 4226.00 4226.00 EG
48 eg2508 20250703 4290.00 ... 4275.00 4272.00 EG
49 eg2509 20250703 4310.00 ... 4295.00 4289.00 EG
50 eg2510 20250703 4313.00 ... 4311.00 4297.00 EG
51 eg2511 20250703 4323.00 ... 4325.00 4309.00 EG
52 eg2512 20250703 4338.00 ... 4327.00 4310.00 EG
53 eg2601 20250703 4345.00 ... 4329.00 4314.00 EG
54 eg2602 20250703 4355.00 ... 4337.00 4311.00 EG
55 eg2603 20250703 0.00 ... 4311.00 4311.00 EG
56 eg2604 20250703 4369.00 ... 4367.00 4345.00 EG
57 eg2605 20250703 4358.00 ... 4342.00 4321.00 EG
58 eg2606 20250703 4378.00 ... 4378.00 4297.00 EG
59 fb2507 20250703 0.00 ... 1341.50 1341.50 FB
60 fb2508 20250703 1331.50 ... 1329.50 1327.50 FB
61 fb2509 20250703 1310.50 ... 1313.00 1309.00 FB
62 fb2510 20250703 1328.00 ... 1327.50 1326.50 FB
63 fb2511 20250703 1325.00 ... 1325.00 1325.00 FB
64 fb2512 20250703 1325.00 ... 1324.50 1323.50 FB
65 fb2601 20250703 1302.50 ... 1312.50 1311.00 FB
66 fb2602 20250703 0.00 ... 1295.50 1295.50 FB
67 fb2603 20250703 0.00 ... 1313.50 1313.50 FB
68 fb2604 20250703 0.00 ... 1310.50 1310.50 FB
69 fb2605 20250703 0.00 ... 1292.50 1292.50 FB
70 fb2606 20250703 0.00 ... 1292.50 1292.50 FB
71 i2507 20250703 725.00 ... 722.50 710.50 I
72 i2508 20250703 732.00 ... 734.50 722.50 I
73 i2509 20250703 724.50 ... 728.00 715.50 I
74 i2510 20250703 719.00 ... 722.00 708.00 I
75 i2511 20250703 712.00 ... 715.00 702.00 I
76 i2512 20250703 705.00 ... 709.00 697.00 I
77 i2601 20250703 701.00 ... 702.50 689.50 I
78 i2602 20250703 696.50 ... 699.50 685.50 I
79 i2603 20250703 694.50 ... 697.50 683.00 I
80 i2604 20250703 689.00 ... 692.00 680.00 I
81 i2605 20250703 681.00 ... 685.50 672.00 I
82 i2606 20250703 675.00 ... 679.00 667.50 I
83 j2507 20250703 0.00 ... 1304.50 1304.50 J
84 j2508 20250703 1404.50 ... 1404.50 1393.00 J
85 j2509 20250703 1442.00 ... 1439.00 1416.50 J
86 j2510 20250703 1458.50 ... 1457.00 1440.50 J
87 j2511 20250703 1464.00 ... 1466.50 1428.50 J
88 j2512 20250703 1480.50 ... 1476.00 1432.00 J
89 j2601 20250703 1476.50 ... 1481.50 1453.50 J
90 j2602 20250703 1484.00 ... 1484.00 1460.50 J
91 j2603 20250703 1522.50 ... 1522.50 1491.00 J
92 j2604 20250703 1499.50 ... 1499.50 1497.50 J
93 j2605 20250703 1517.00 ... 1519.50 1477.00 J
94 j2606 20250703 0.00 ... 1528.00 1485.50 J
95 jd2507 20250703 2857.00 ... 2859.00 2836.00 JD
96 jd2508 20250703 3547.00 ... 3558.00 3561.00 JD
97 jd2509 20250703 3690.00 ... 3685.00 3687.00 JD
98 jd2510 20250703 3390.00 ... 3405.00 3412.00 JD
99 jd2511 20250703 3413.00 ... 3413.00 3418.00 JD
100 jd2512 20250703 3578.00 ... 3581.00 3583.00 JD
101 jd2601 20250703 3632.00 ... 3636.00 3629.00 JD
102 jd2602 20250703 3203.00 ... 3205.00 3199.00 JD
103 jd2603 20250703 3203.00 ... 3205.00 3202.00 JD
104 jd2604 20250703 3336.00 ... 3332.00 3329.00 JD
105 jd2605 20250703 3407.00 ... 3406.00 3404.00 JD
106 jd2606 20250703 3247.00 ... 3256.00 3250.00 JD
107 jm2507 20250703 0.00 ... 814.00 811.00 JM
108 jm2508 20250703 794.50 ... 801.50 780.00 JM
109 jm2509 20250703 847.00 ... 848.50 825.00 JM
110 jm2510 20250703 858.50 ... 864.00 844.50 JM
111 jm2511 20250703 872.00 ... 874.50 854.50 JM
112 jm2512 20250703 887.50 ... 887.00 865.00 JM
113 jm2601 20250703 891.50 ... 901.00 871.50 JM
114 jm2602 20250703 903.00 ... 907.00 885.00 JM
115 jm2603 20250703 905.00 ... 916.50 888.00 JM
116 jm2604 20250703 909.00 ... 917.00 893.50 JM
117 jm2605 20250703 916.00 ... 927.00 896.00 JM
118 jm2606 20250703 924.50 ... 940.50 911.00 JM
119 l2507 20250703 7327.00 ... 7298.00 7294.00 L
120 l2508 20250703 7295.00 ... 7295.00 7270.00 L
121 l2509 20250703 7300.00 ... 7293.00 7263.00 L
122 l2510 20250703 7311.00 ... 7287.00 7256.00 L
123 l2511 20250703 7291.00 ... 7283.00 7250.00 L
124 l2512 20250703 7303.00 ... 7281.00 7247.00 L
125 l2601 20250703 7270.00 ... 7269.00 7236.00 L
126 l2602 20250703 7231.00 ... 7253.00 7218.00 L
127 l2603 20250703 0.00 ... 7224.00 7224.00 L
128 l2604 20250703 7273.00 ... 7263.00 7248.00 L
129 l2605 20250703 7255.00 ... 7245.00 7214.00 L
130 l2606 20250703 7247.00 ... 7242.00 7235.00 L
131 lg2507 20250703 822.00 ... 822.00 818.50 LG
132 lg2509 20250703 793.00 ... 795.00 790.50 LG
133 lg2511 20250703 791.00 ... 788.50 784.50 LG
134 lg2601 20250703 782.00 ... 785.50 783.00 LG
135 lg2603 20250703 796.50 ... 786.50 783.50 LG
136 lg2605 20250703 806.00 ... 793.50 791.50 LG
137 lh2507 20250703 13915.00 ... 13920.00 13950.00 LH
138 lh2509 20250703 14345.00 ... 14315.00 14190.00 LH
139 lh2511 20250703 13530.00 ... 13585.00 13510.00 LH
140 lh2601 20250703 13575.00 ... 13685.00 13555.00 LH
141 lh2603 20250703 12895.00 ... 12940.00 12850.00 LH
142 lh2605 20250703 13050.00 ... 13085.00 13010.00 LH
143 m2507 20250703 2797.00 ... 2799.00 2824.00 M
144 m2508 20250703 2933.00 ... 2941.00 2929.00 M
145 m2509 20250703 2952.00 ... 2960.00 2947.00 M
146 m2511 20250703 2989.00 ... 3000.00 2985.00 M
147 m2512 20250703 3014.00 ... 3027.00 3009.00 M
148 m2601 20250703 2990.00 ... 3008.00 2990.00 M
149 m2603 20250703 2854.00 ... 2855.00 2849.00 M
150 m2605 20250703 2704.00 ... 2711.00 2698.00 M
151 p2507 20250703 0.00 ... 8452.00 8452.00 P
152 p2508 20250703 8506.00 ... 8516.00 8428.00 P
153 p2509 20250703 8470.00 ... 8478.00 8376.00 P
154 p2510 20250703 8470.00 ... 8486.00 8384.00 P
155 p2511 20250703 8448.00 ... 8482.00 8374.00 P
156 p2512 20250703 8450.00 ... 8484.00 8394.00 P
157 p2601 20250703 8466.00 ... 8482.00 8402.00 P
158 p2602 20250703 8440.00 ... 8458.00 8374.00 P
159 p2603 20250703 8414.00 ... 8416.00 8328.00 P
160 p2604 20250703 8374.00 ... 8372.00 8298.00 P
161 p2605 20250703 8332.00 ... 8336.00 8272.00 P
162 p2606 20250703 8308.00 ... 8312.00 8262.00 P
163 pg2507 20250703 0.00 ... 4205.00 4205.00 PG
164 pg2508 20250703 4221.00 ... 4219.00 4202.00 PG
165 pg2509 20250703 4120.00 ... 4115.00 4100.00 PG
166 pg2510 20250703 4503.00 ... 4494.00 4480.00 PG
167 pg2511 20250703 4408.00 ... 4408.00 4392.00 PG
168 pg2512 20250703 4341.00 ... 4330.00 4322.00 PG
169 pg2601 20250703 4255.00 ... 4256.00 4240.00 PG
170 pg2602 20250703 4182.00 ... 4170.00 4163.00 PG
171 pg2603 20250703 4092.00 ... 4097.00 4084.00 PG
172 pg2604 20250703 4396.00 ... 4389.00 4374.00 PG
173 pg2605 20250703 4294.00 ... 4282.00 4266.00 PG
174 pg2606 20250703 0.00 ... 4204.00 4204.00 PG
175 pp2507 20250703 7095.00 ... 7085.00 7073.00 PP
176 pp2508 20250703 7100.00 ... 7086.00 7064.00 PP
177 pp2509 20250703 7086.00 ... 7084.00 7058.00 PP
178 pp2510 20250703 7045.00 ... 7046.00 7017.00 PP
179 pp2511 20250703 7042.00 ... 7044.00 7016.00 PP
180 pp2512 20250703 7042.00 ... 7042.00 7021.00 PP
181 pp2601 20250703 7033.00 ... 7043.00 7012.00 PP
182 pp2602 20250703 7028.00 ... 7024.00 6981.00 PP
183 pp2603 20250703 0.00 ... 7008.00 6971.00 PP
184 pp2604 20250703 0.00 ... 6989.00 6989.00 PP
185 pp2605 20250703 7030.00 ... 7035.00 6990.00 PP
186 pp2606 20250703 7010.00 ... 7007.00 6974.00 PP
187 rr2507 20250703 0.00 ... 3578.00 3578.00 RR
188 rr2508 20250703 3542.00 ... 3539.00 3549.00 RR
189 rr2509 20250703 3598.00 ... 3595.00 3600.00 RR
190 rr2510 20250703 3602.00 ... 3602.00 3602.00 RR
191 rr2511 20250703 3603.00 ... 3603.00 3608.00 RR
192 rr2512 20250703 3608.00 ... 3598.00 3608.00 RR
193 rr2601 20250703 3606.00 ... 3587.00 3610.00 RR
194 rr2602 20250703 3612.00 ... 3606.00 3612.00 RR
195 rr2603 20250703 3596.00 ... 3608.00 3607.00 RR
196 rr2604 20250703 3615.00 ... 3615.00 3619.00 RR
197 rr2605 20250703 3604.00 ... 3605.00 3602.00 RR
198 rr2606 20250703 0.00 ... 3608.00 3608.00 RR
199 v2507 20250703 4865.00 ... 4820.00 4819.00 V
200 v2508 20250703 4901.00 ... 4871.00 4847.00 V
201 v2509 20250703 4934.00 ... 4907.00 4877.00 V
202 v2510 20250703 4955.00 ... 4932.00 4906.00 V
203 v2511 20250703 4993.00 ... 4963.00 4932.00 V
204 v2512 20250703 5008.00 ... 4995.00 4968.00 V
205 v2601 20250703 5040.00 ... 5014.00 4975.00 V
206 v2602 20250703 5051.00 ... 5030.00 5000.00 V
207 v2603 20250703 5070.00 ... 5048.00 5029.00 V
208 v2604 20250703 5173.00 ... 5169.00 5127.00 V
209 v2605 20250703 5201.00 ... 5192.00 5146.00 V
210 v2606 20250703 5210.00 ... 5194.00 5174.00 V
211 y2507 20250703 8008.00 ... 8038.00 8038.00 Y
212 y2508 20250703 8036.00 ... 8028.00 7994.00 Y
213 y2509 20250703 8046.00 ... 8020.00 7982.00 Y
214 y2511 20250703 8040.00 ... 8030.00 7980.00 Y
215 y2512 20250703 8060.00 ... 8066.00 8010.00 Y
216 y2601 20250703 7988.00 ... 7988.00 7932.00 Y
217 y2603 20250703 7850.00 ... 7856.00 7800.00 Y
218 y2605 20250703 7636.00 ... 7648.00 7586.00 Y
[219 rows x 12 columns]
2025-07-07 18:25:56,774 - future_1d - INFO - ak.get_dce_daily('2025-07-03') done
2025-07-07 18:25:58,515 - future_1d - INFO - save future_daily 2025-07-03 completed
symbol date open ... settle pre_settle variety
0 PS2507 20250704 35130.0 ... 35390.0 35130.0 PS
1 PS2508 20250704 35880.0 ... 35500.0 35270.0 PS
2 PS2509 20250704 35060.0 ... 34925.0 34670.0 PS
3 PS2510 20250704 34570.0 ... 34760.0 34460.0 PS
4 PS2511 20250704 34900.0 ... 34590.0 34260.0 PS
5 PS2512 20250704 36235.0 ... 36615.0 36235.0 PS
6 PS2601 20250704 36180.0 ... 36455.0 36035.0 PS
7 PS2602 20250704 36450.0 ... 36290.0 35925.0 PS
8 PS2603 20250704 36305.0 ... 36245.0 35820.0 PS
9 PS2604 20250704 36285.0 ... 36210.0 35765.0 PS
10 PS2605 20250704 36000.0 ... 36160.0 35535.0 PS
11 PS2606 20250704 37495.0 ... 37345.0 37040.0 PS
13 SI2507 20250704 8130.0 ... 8095.0 8055.0 SI
14 SI2508 20250704 8050.0 ... 8000.0 8050.0 SI
15 SI2509 20250704 8060.0 ... 7990.0 8035.0 SI
16 SI2510 20250704 8015.0 ... 7965.0 8015.0 SI
17 SI2511 20250704 8020.0 ... 7935.0 7975.0 SI
18 SI2512 20250704 8290.0 ... 8260.0 8300.0 SI
19 SI2601 20250704 8215.0 ... 8220.0 8260.0 SI
20 SI2602 20250704 8320.0 ... 8215.0 8240.0 SI
21 SI2603 20250704 8310.0 ... 8220.0 8255.0 SI
22 SI2604 20250704 8340.0 ... 8245.0 8260.0 SI
23 SI2605 20250704 8240.0 ... 8215.0 8235.0 SI
24 SI2606 20250704 8255.0 ... 8220.0 8250.0 SI
27 LC2507 20250704 64300.0 ... 63920.0 63920.0 LC
28 LC2508 20250704 63960.0 ... 63780.0 63940.0 LC
29 LC2509 20250704 64100.0 ... 63660.0 63760.0 LC
30 LC2510 20250704 63960.0 ... 63420.0 63620.0 LC
31 LC2511 20250704 63840.0 ... 63300.0 63420.0 LC
32 LC2512 20250704 64300.0 ... 63580.0 63700.0 LC
33 LC2601 20250704 64300.0 ... 63780.0 63840.0 LC
34 LC2602 20250704 64500.0 ... 63860.0 63860.0 LC
35 LC2603 20250704 64220.0 ... 63700.0 63760.0 LC
36 LC2604 20250704 64600.0 ... 64180.0 64260.0 LC
37 LC2605 20250704 64620.0 ... 64200.0 64380.0 LC
38 LC2606 20250704 64920.0 ... 64240.0 64460.0 LC
[36 rows x 12 columns]
2025-07-07 18:26:03,316 - future_1d - INFO - ak.get_gfex_daily('2025-07-04') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250704 7774.0 7835.0 ... 485163.28 7776.0 7747.0 AP
1 AP511 20250704 7651.0 7663.0 ... 1126.37 7611.0 7581.0 AP
2 AP512 20250704 7668.0 7688.0 ... 282.48 7634.0 7613.0 AP
3 AP601 20250704 7665.0 7731.0 ... 15887.37 7664.0 7649.0 AP
4 AP603 20250704 7725.0 7725.0 ... 314.28 7665.0 7653.0 AP
5 AP604 20250704 7771.0 7771.0 ... 69.42 7714.0 7703.0 AP
6 AP605 20250704 7789.0 7789.0 ... 217.11 7754.0 7762.0 AP
7 CF507 20250704 13565.0 13600.0 ... 25372.20 13585.0 13555.0 CF
8 CF509 20250704 13785.0 13830.0 ... 816508.67 13790.0 13790.0 CF
9 CF511 20250704 13705.0 13730.0 ... 113330.61 13695.0 13710.0 CF
10 CF601 20250704 13795.0 13815.0 ... 214873.44 13780.0 13790.0 CF
11 CF603 20250704 13755.0 13785.0 ... 742.65 13755.0 13760.0 CF
12 CF605 20250704 13770.0 13800.0 ... 4784.35 13770.0 13775.0 CF
13 CJ507 20250704 9450.0 9450.0 ... 23.63 9450.0 9660.0 CJ
14 CJ509 20250704 9675.0 9720.0 ... 642524.98 9530.0 9675.0 CJ
15 CJ512 20250704 10810.0 10825.0 ... 31179.50 10475.0 10785.0 CJ
16 CJ601 20250704 10955.0 10990.0 ... 2223923.43 10615.0 10940.0 CJ
17 CJ603 20250704 11150.0 11195.0 ... 46555.32 10745.0 11160.0 CJ
18 CJ605 20250704 11410.0 11500.0 ... 244248.07 11040.0 11465.0 CJ
19 CY507 20250704 0.0 0.0 ... 0.00 19920.0 19950.0 CY
20 CY508 20250704 0.0 0.0 ... 0.00 19700.0 19700.0 CY
21 CY509 20250704 20035.0 20080.0 ... 76790.18 20030.0 20060.0 CY
22 CY510 20250704 0.0 0.0 ... 0.00 19650.0 19680.0 CY
23 CY511 20250704 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY512 20250704 0.0 0.0 ... 0.00 19910.0 19910.0 CY
25 CY601 20250704 0.0 0.0 ... 0.00 20010.0 20040.0 CY
26 CY602 20250704 0.0 0.0 ... 0.00 19810.0 19810.0 CY
27 CY603 20250704 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250704 0.0 0.0 ... 0.00 19725.0 19725.0 CY
29 CY605 20250704 0.0 0.0 ... 0.00 20070.0 20070.0 CY
30 CY606 20250704 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250704 959.0 959.0 ... 3.84 959.0 951.0 FG
32 FG508 20250704 1038.0 1057.0 ... 32311.18 1045.0 1051.0 FG
33 FG509 20250704 1029.0 1044.0 ... 4612467.69 1031.0 1042.0 FG
34 FG510 20250704 1080.0 1093.0 ... 21896.58 1083.0 1089.0 FG
35 FG511 20250704 1070.0 1085.0 ... 35672.04 1072.0 1081.0 FG
36 FG512 20250704 1134.0 1150.0 ... 17461.46 1136.0 1143.0 FG
37 FG601 20250704 1121.0 1140.0 ... 432831.81 1126.0 1130.0 FG
38 FG602 20250704 1157.0 1175.0 ... 859.29 1161.0 1163.0 FG
39 FG603 20250704 1156.0 1172.0 ... 937.49 1160.0 1161.0 FG
40 FG604 20250704 1185.0 1208.0 ... 771.52 1194.0 1190.0 FG
41 FG605 20250704 1179.0 1205.0 ... 12056.28 1191.0 1187.0 FG
42 FG606 20250704 1195.0 1220.0 ... 376.41 1206.0 1200.0 FG
43 JR507 20250704 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250704 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250704 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250704 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250704 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250704 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250704 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250704 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250704 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250704 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250704 2419.0 2419.0 ... 45.78 2409.0 2418.0 MA
54 MA508 20250704 2436.0 2457.0 ... 11984.30 2436.0 2436.0 MA
55 MA509 20250704 2415.0 2432.0 ... 1701498.65 2415.0 2408.0 MA
56 MA510 20250704 2425.0 2440.0 ... 82042.41 2420.0 2416.0 MA
57 MA511 20250704 2433.0 2447.0 ... 70700.63 2426.0 2424.0 MA
58 MA512 20250704 2452.0 2461.0 ... 18231.02 2443.0 2442.0 MA
59 MA601 20250704 2457.0 2464.0 ... 124510.92 2450.0 2444.0 MA
60 MA602 20250704 2441.0 2443.0 ... 68.13 2433.0 2425.0 MA
61 MA603 20250704 2434.0 2438.0 ... 55.88 2429.0 2420.0 MA
62 MA604 20250704 2410.0 2410.0 ... 23.97 2397.0 2395.0 MA
63 MA605 20250704 2369.0 2378.0 ... 2796.55 2364.0 2360.0 MA
64 MA606 20250704 2378.0 2378.0 ... 37.87 2367.0 2362.0 MA
65 OI507 20250704 9913.0 9913.0 ... 9.91 9913.0 9719.0 OI
66 OI509 20250704 9638.0 9642.0 ... 2071615.91 9614.0 9641.0 OI
67 OI511 20250704 9627.0 9634.0 ... 100659.85 9603.0 9629.0 OI
68 OI601 20250704 9567.0 9577.0 ... 234035.79 9547.0 9569.0 OI
69 OI603 20250704 9490.0 9508.0 ... 1071.29 9480.0 9500.0 OI
70 OI605 20250704 9388.0 9397.0 ... 1415.29 9373.0 9402.0 OI
71 PF507 20250704 6700.0 6700.0 ... 453.78 6674.0 6700.0 PF
72 PF508 20250704 6564.0 6588.0 ... 351323.27 6550.0 6594.0 PF
73 PF509 20250704 6444.0 6466.0 ... 173517.06 6434.0 6472.0 PF
74 PF510 20250704 6434.0 6470.0 ... 65954.13 6432.0 6458.0 PF
75 PF511 20250704 6406.0 6440.0 ... 39119.55 6400.0 6422.0 PF
76 PF512 20250704 6378.0 6412.0 ... 8302.61 6378.0 6398.0 PF
77 PF601 20250704 6392.0 6420.0 ... 849.61 6388.0 6410.0 PF
78 PF602 20250704 6404.0 6404.0 ... 6.38 6380.0 6418.0 PF
79 PF603 20250704 0.0 0.0 ... 0.00 6384.0 6412.0 PF
80 PF604 20250704 6402.0 6402.0 ... 3.20 6402.0 6410.0 PF
81 PF605 20250704 6392.0 6432.0 ... 12.81 6406.0 6412.0 PF
82 PF606 20250704 6372.0 6372.0 ... 3.19 6372.0 6390.0 PF
83 PK510 20250704 8260.0 8274.0 ... 188400.09 8218.0 8262.0 PK
84 PK511 20250704 7990.0 7998.0 ... 64715.80 7944.0 7994.0 PK
85 PK512 20250704 7964.0 7966.0 ... 888.66 7934.0 7982.0 PK
86 PK601 20250704 7982.0 7984.0 ... 6718.98 7938.0 7980.0 PK
87 PK603 20250704 7956.0 7956.0 ... 131.03 7942.0 7980.0 PK
88 PK604 20250704 7974.0 7974.0 ... 35.83 7964.0 7982.0 PK
89 PK605 20250704 7978.0 7980.0 ... 401.58 7952.0 7976.0 PK
90 PM507 20250704 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250704 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250704 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250704 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250704 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250704 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250704 5960.0 5960.0 ... 125.15 5960.0 5968.0 PR
97 PR508 20250704 5954.0 5972.0 ... 23740.43 5938.0 5958.0 PR
98 PR509 20250704 5906.0 5926.0 ... 456941.35 5894.0 5916.0 PR
99 PR510 20250704 5876.0 5912.0 ... 213618.41 5880.0 5892.0 PR
100 PR511 20250704 5862.0 5892.0 ... 44122.20 5858.0 5874.0 PR
101 PR512 20250704 5848.0 5872.0 ... 105.07 5838.0 5866.0 PR
102 PR601 20250704 5858.0 5866.0 ... 455.70 5842.0 5854.0 PR
103 PR602 20250704 5858.0 5858.0 ... 8.79 5858.0 5900.0 PR
104 PR603 20250704 0.0 0.0 ... 0.00 5874.0 5904.0 PR
105 PR604 20250704 0.0 0.0 ... 0.00 5882.0 5904.0 PR
106 PR605 20250704 0.0 0.0 ... 0.00 5882.0 5898.0 PR
107 PR606 20250704 0.0 0.0 ... 0.00 5860.0 5860.0 PR
108 PX507 20250704 6922.0 6922.0 ... 10.38 6922.0 6922.0 PX
109 PX508 20250704 6818.0 6856.0 ... 4283.99 6800.0 6822.0 PX
110 PX509 20250704 6744.0 6786.0 ... 810776.54 6726.0 6748.0 PX
111 PX510 20250704 6710.0 6766.0 ... 93427.25 6698.0 6706.0 PX
112 PX511 20250704 6668.0 6722.0 ... 153399.84 6662.0 6664.0 PX
113 PX512 20250704 6700.0 6700.0 ... 11440.22 6636.0 6644.0 PX
114 PX601 20250704 6640.0 6666.0 ... 51714.14 6622.0 6632.0 PX
115 PX602 20250704 0.0 0.0 ... 0.00 6578.0 6618.0 PX
116 PX603 20250704 6642.0 6642.0 ... 6.64 6642.0 6616.0 PX
117 PX604 20250704 6584.0 6626.0 ... 9.92 6612.0 6568.0 PX
118 PX605 20250704 6594.0 6602.0 ... 68.99 6570.0 6588.0 PX
119 PX606 20250704 6548.0 6548.0 ... 3.27 6548.0 6558.0 PX
120 RI507 20250704 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250704 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250704 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250704 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250704 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250704 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250704 2468.0 2481.0 ... 1379.21 2463.0 2468.0 RM
127 RM508 20250704 2612.0 2624.0 ... 15179.33 2606.0 2610.0 RM
128 RM509 20250704 2607.0 2622.0 ... 775359.77 2607.0 2601.0 RM
129 RM511 20250704 2431.0 2439.0 ... 2386.31 2428.0 2421.0 RM
130 RM601 20250704 2328.0 2337.0 ... 149395.45 2329.0 2318.0 RM
131 RM603 20250704 2303.0 2315.0 ... 10071.29 2307.0 2299.0 RM
132 RM605 20250704 2332.0 2339.0 ... 12657.69 2331.0 2327.0 RM
133 RS507 20250704 0.0 0.0 ... 0.00 4950.0 4950.0 RS
134 RS508 20250704 0.0 0.0 ... 0.00 5107.0 5107.0 RS
135 RS509 20250704 5077.0 5099.0 ... 273.92 5073.0 5061.0 RS
136 RS511 20250704 0.0 0.0 ... 0.00 5109.0 5131.0 RS
137 SA507 20250704 1165.0 1165.0 ... 679.74 1152.0 1166.0 SA
138 SA508 20250704 1179.0 1201.0 ... 26220.77 1182.0 1188.0 SA
139 SA509 20250704 1175.0 1201.0 ... 5045284.33 1184.0 1188.0 SA
140 SA510 20250704 1188.0 1211.0 ... 60681.61 1194.0 1199.0 SA
141 SA511 20250704 1190.0 1212.0 ... 103839.37 1194.0 1200.0 SA
142 SA512 20250704 1208.0 1230.0 ... 61873.03 1213.0 1215.0 SA
143 SA601 20250704 1205.0 1231.0 ... 898039.41 1215.0 1213.0 SA
144 SA602 20250704 1216.0 1237.0 ... 6911.66 1225.0 1224.0 SA
145 SA603 20250704 1214.0 1239.0 ... 6179.11 1226.0 1221.0 SA
146 SA604 20250704 1233.0 1248.0 ... 1498.29 1238.0 1235.0 SA
147 SA605 20250704 1226.0 1248.0 ... 27464.50 1237.0 1233.0 SA
148 SA606 20250704 1235.0 1255.0 ... 898.29 1244.0 1242.0 SA
149 SF507 20250704 5550.0 5550.0 ... 154.74 5528.0 5496.0 SF
150 SF508 20250704 5420.0 5472.0 ... 9965.90 5408.0 5404.0 SF
151 SF509 20250704 5400.0 5462.0 ... 384091.66 5404.0 5400.0 SF
152 SF510 20250704 5330.0 5382.0 ... 68973.85 5326.0 5318.0 SF
153 SF511 20250704 5444.0 5518.0 ... 104407.47 5464.0 5446.0 SF
154 SF512 20250704 5430.0 5480.0 ... 19212.81 5430.0 5410.0 SF
155 SF601 20250704 5402.0 5452.0 ... 8047.42 5398.0 5382.0 SF
156 SF602 20250704 5338.0 5380.0 ... 638.38 5342.0 5310.0 SF
157 SF603 20250704 5482.0 5516.0 ... 475.20 5462.0 5440.0 SF
158 SF604 20250704 5490.0 5490.0 ... 5.46 5462.0 5444.0 SF
159 SF605 20250704 5466.0 5492.0 ... 453.83 5436.0 5414.0 SF
160 SF606 20250704 5368.0 5368.0 ... 16.09 5366.0 5370.0 SF
161 SH507 20250704 2330.0 2330.0 ... 244.65 2330.0 2349.0 SH
162 SH508 20250704 2360.0 2400.0 ... 240104.58 2375.0 2371.0 SH
163 SH509 20250704 2377.0 2407.0 ... 3604654.17 2384.0 2382.0 SH
164 SH510 20250704 2410.0 2442.0 ... 301620.55 2419.0 2418.0 SH
165 SH511 20250704 2399.0 2427.0 ... 219344.33 2400.0 2404.0 SH
166 SH512 20250704 2405.0 2430.0 ... 60394.41 2405.0 2409.0 SH
167 SH601 20250704 2377.0 2398.0 ... 72912.11 2380.0 2379.0 SH
168 SH602 20250704 2388.0 2413.0 ... 230.07 2397.0 2392.0 SH
169 SH603 20250704 2393.0 2410.0 ... 100.72 2398.0 2402.0 SH
170 SH604 20250704 2434.0 2445.0 ... 36.56 2438.0 2446.0 SH
171 SH605 20250704 2420.0 2453.0 ... 1454.72 2437.0 2437.0 SH
172 SH606 20250704 2455.0 2455.0 ... 22.06 2451.0 2451.0 SH
173 SM507 20250704 5706.0 5706.0 ... 350.14 5648.0 5670.0 SM
174 SM508 20250704 5698.0 5734.0 ... 15140.00 5672.0 5698.0 SM
175 SM509 20250704 5712.0 5746.0 ... 585074.28 5690.0 5706.0 SM
176 SM510 20250704 5710.0 5720.0 ... 43335.50 5672.0 5676.0 SM
177 SM511 20250704 5766.0 5798.0 ... 76139.45 5748.0 5764.0 SM
178 SM512 20250704 5746.0 5780.0 ... 15587.83 5738.0 5746.0 SM
179 SM601 20250704 5756.0 5784.0 ... 41792.12 5734.0 5746.0 SM
180 SM602 20250704 5728.0 5788.0 ... 166.32 5736.0 5728.0 SM
181 SM603 20250704 5798.0 5798.0 ... 71.87 5750.0 5774.0 SM
182 SM604 20250704 5800.0 5802.0 ... 23.12 5780.0 5778.0 SM
183 SM605 20250704 5806.0 5814.0 ... 470.29 5770.0 5780.0 SM
184 SM606 20250704 5800.0 5800.0 ... 2.90 5800.0 5784.0 SM
185 SR507 20250704 5800.0 5808.0 ... 2761.02 5788.0 5779.0 SR
186 SR509 20250704 5792.0 5810.0 ... 1173939.01 5790.0 5763.0 SR
187 SR511 20250704 5669.0 5673.0 ... 139592.16 5658.0 5632.0 SR
188 SR601 20250704 5601.0 5619.0 ... 186726.95 5608.0 5577.0 SR
189 SR603 20250704 5576.0 5589.0 ... 4848.61 5580.0 5548.0 SR
190 SR605 20250704 5551.0 5569.0 ... 6726.71 5555.0 5522.0 SR
191 TA507 20250704 4864.0 4882.0 ... 10826.34 4828.0 4878.0 TA
192 TA508 20250704 4802.0 4828.0 ... 60722.79 4782.0 4820.0 TA
193 TA509 20250704 4744.0 4780.0 ... 2503382.54 4738.0 4762.0 TA
194 TA510 20250704 4704.0 4742.0 ... 84392.60 4704.0 4720.0 TA
195 TA511 20250704 4698.0 4726.0 ... 52859.38 4690.0 4704.0 TA
196 TA512 20250704 4682.0 4712.0 ... 6578.22 4682.0 4690.0 TA
197 TA601 20250704 4670.0 4698.0 ... 346543.56 4664.0 4678.0 TA
198 TA602 20250704 4682.0 4694.0 ... 25.71 4674.0 4678.0 TA
199 TA603 20250704 4680.0 4688.0 ... 35.07 4676.0 4678.0 TA
200 TA604 20250704 4684.0 4702.0 ... 25.76 4684.0 4688.0 TA
201 TA605 20250704 4686.0 4712.0 ... 2509.16 4686.0 4688.0 TA
202 TA606 20250704 4688.0 4688.0 ... 11.69 4678.0 4672.0 TA
203 UR507 20250704 1744.0 1761.0 ... 1564.12 1753.0 1744.0 UR
204 UR508 20250704 1753.0 1779.0 ... 3069.42 1764.0 1740.0 UR
205 UR509 20250704 1740.0 1775.0 ... 1286912.07 1754.0 1733.0 UR
206 UR510 20250704 1726.0 1758.0 ... 24065.27 1739.0 1719.0 UR
207 UR511 20250704 1736.0 1762.0 ... 19302.52 1743.0 1728.0 UR
208 UR512 20250704 1719.0 1737.0 ... 96.91 1731.0 1715.0 UR
209 UR601 20250704 1698.0 1724.0 ... 112387.59 1712.0 1697.0 UR
210 UR602 20250704 1704.0 1717.0 ... 799.50 1708.0 1691.0 UR
211 UR603 20250704 1731.0 1740.0 ... 343.18 1733.0 1720.0 UR
212 UR604 20250704 1722.0 1732.0 ... 141.50 1726.0 1715.0 UR
213 UR605 20250704 1716.0 1726.0 ... 6027.13 1717.0 1708.0 UR
214 UR606 20250704 1714.0 1722.0 ... 370.48 1715.0 1703.0 UR
215 WH507 20250704 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250704 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250704 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250704 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250704 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250704 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC507 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC508 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC509 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC510 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC511 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC512 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC601 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC602 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC603 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC604 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC605 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC606 20250704 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-07 18:26:03,612 - future_1d - INFO - ak.get_czce_daily('2025-07-04') done
index symbol date ... settle pre_settle variety
0 0 CU2507 20250704 ... 80370 80910 CU
1 1 CU2508 20250704 ... 80170 80760 CU
2 2 CU2509 20250704 ... 79970 80560 CU
3 3 CU2510 20250704 ... 79670 80300 CU
4 4 CU2511 20250704 ... 79430 80040 CU
5 5 CU2512 20250704 ... 79180 79900 CU
6 6 CU2601 20250704 ... 79130 79680 CU
7 7 CU2602 20250704 ... 78880 79620 CU
8 8 CU2603 20250704 ... 78830 79580 CU
9 9 CU2604 20250704 ... 78880 79470 CU
10 10 CU2605 20250704 ... 78930 79470 CU
11 11 CU2606 20250704 ... 78810 79420 CU
12 12 BC2507 20250704 ... 71300 71480 BC
13 13 BC2508 20250704 ... 71430 71970 BC
14 14 BC2509 20250704 ... 71380 71740 BC
15 15 BC2510 20250704 ... 71250 71400 BC
16 16 BC2511 20250704 ... 71800 71800 BC
17 17 BC2512 20250704 ... 70950 70950 BC
18 18 BC2601 20250704 ... 71130 71390 BC
19 19 BC2602 20250704 ... 69410 69410 BC
20 20 BC2603 20250704 ... 69290 69290 BC
21 21 BC2604 20250704 ... 71340 71360 BC
22 22 BC2605 20250704 ... 71340 71400 BC
23 23 BC2606 20250704 ... 69700 71590 BC
24 24 AL2507 20250704 ... 20800 20870 AL
25 25 AL2508 20250704 ... 20640 20685 AL
26 26 AL2509 20250704 ... 20585 20620 AL
27 27 AL2510 20250704 ... 20510 20530 AL
28 28 AL2511 20250704 ... 20420 20435 AL
29 29 AL2512 20250704 ... 20335 20370 AL
30 30 AL2601 20250704 ... 20290 20320 AL
31 31 AL2602 20250704 ... 20285 20315 AL
32 32 AL2603 20250704 ... 20290 20300 AL
33 33 AL2604 20250704 ... 20305 20325 AL
34 34 AL2605 20250704 ... 20280 20335 AL
35 35 AL2606 20250704 ... 20285 20315 AL
36 36 ZN2507 20250704 ... 22395 22390 ZN
37 37 ZN2508 20250704 ... 22350 22335 ZN
38 38 ZN2509 20250704 ... 22290 22275 ZN
39 39 ZN2510 20250704 ... 22230 22225 ZN
40 40 ZN2511 20250704 ... 22175 22200 ZN
41 41 ZN2512 20250704 ... 22120 22135 ZN
42 42 ZN2601 20250704 ... 22060 22080 ZN
43 43 ZN2602 20250704 ... 22050 22060 ZN
44 44 ZN2603 20250704 ... 22055 22050 ZN
45 45 ZN2604 20250704 ... 22030 22065 ZN
46 46 ZN2605 20250704 ... 22020 22025 ZN
47 47 ZN2606 20250704 ... 22000 22020 ZN
48 48 PB2507 20250704 ... 17230 17220 PB
49 49 PB2508 20250704 ... 17270 17260 PB
50 50 PB2509 20250704 ... 17290 17275 PB
51 51 PB2510 20250704 ... 17285 17260 PB
52 52 PB2511 20250704 ... 17280 17260 PB
53 53 PB2512 20250704 ... 17260 17265 PB
54 54 PB2601 20250704 ... 17265 17245 PB
55 55 PB2602 20250704 ... 17255 17245 PB
56 56 PB2603 20250704 ... 17240 17255 PB
57 57 PB2604 20250704 ... 17240 17160 PB
58 58 PB2605 20250704 ... 17155 17155 PB
59 59 PB2606 20250704 ... 17275 17235 PB
60 60 NI2507 20250704 ... 122320 121410 NI
61 61 NI2508 20250704 ... 122480 121490 NI
62 62 NI2509 20250704 ... 122580 121620 NI
63 63 NI2510 20250704 ... 122700 121780 NI
64 64 NI2511 20250704 ... 122930 121940 NI
65 65 NI2512 20250704 ... 123060 122160 NI
66 66 NI2601 20250704 ... 123270 122330 NI
67 67 NI2602 20250704 ... 123280 122610 NI
68 68 NI2603 20250704 ... 123590 122760 NI
69 69 NI2604 20250704 ... 123810 122880 NI
70 70 NI2605 20250704 ... 123930 123150 NI
71 71 NI2606 20250704 ... 123740 123310 NI
72 72 SN2507 20250704 ... 268030 268540 SN
73 73 SN2508 20250704 ... 268980 269010 SN
74 74 SN2509 20250704 ... 268820 269000 SN
75 75 SN2510 20250704 ... 268840 268890 SN
76 76 SN2511 20250704 ... 268220 268190 SN
77 77 SN2512 20250704 ... 267490 268110 SN
78 78 SN2601 20250704 ... 267640 267660 SN
79 79 SN2602 20250704 ... 267100 267970 SN
80 80 SN2603 20250704 ... 268070 267790 SN
81 81 SN2604 20250704 ... 267020 266950 SN
82 82 SN2605 20250704 ... 266910 267460 SN
83 83 SN2606 20250704 ... 268060 266880 SN
84 84 AO2507 20250704 ... 3160 3152 AO
85 85 AO2508 20250704 ... 3071 3078 AO
86 86 AO2509 20250704 ... 3036 3042 AO
87 87 AO2510 20250704 ... 3009 3016 AO
88 88 AO2511 20250704 ... 2998 3004 AO
89 89 AO2512 20250704 ... 2990 2993 AO
90 90 AO2601 20250704 ... 2981 2988 AO
91 91 AO2602 20250704 ... 2975 2987 AO
92 92 AO2603 20250704 ... 2970 2971 AO
93 93 AO2604 20250704 ... 2971 2970 AO
94 94 AO2605 20250704 ... 2965 2961 AO
95 95 AO2606 20250704 ... 2967 2962 AO
96 96 AD2511 20250704 ... 19905 19935 AD
97 97 AD2512 20250704 ... 19820 19845 AD
98 98 AD2601 20250704 ... 19780 19775 AD
99 99 AD2602 20250704 ... 19725 19725 AD
100 100 AD2603 20250704 ... 19690 19690 AD
101 101 AD2604 20250704 ... 19670 19670 AD
102 102 AD2605 20250704 ... 19570 19620 AD
103 103 AD2606 20250704 ... 19495 19495 AD
104 104 AU2507 20250704 ... 771.62 774.52 AU
105 105 AU2508 20250704 ... 773.28 776.62 AU
106 106 AU2509 20250704 ... 774.44 778.12 AU
107 107 AU2510 20250704 ... 775.52 778.78 AU
108 108 AU2512 20250704 ... 777.5 780.88 AU
109 109 AU2602 20250704 ... 779.54 782.84 AU
110 110 AU2604 20250704 ... 781.36 785.02 AU
111 111 AU2606 20250704 ... 783.5 787.34 AU
112 112 AG2507 20250704 ... 8909 8843 AG
113 113 AG2508 20250704 ... 8917 8867 AG
114 114 AG2509 20250704 ... 8930 8881 AG
115 115 AG2510 20250704 ... 8944 8893 AG
116 116 AG2511 20250704 ... 8952 8903 AG
117 117 AG2512 20250704 ... 8961 8931 AG
118 118 AG2601 20250704 ... 8973 8933 AG
119 119 AG2602 20250704 ... 8984 8945 AG
120 120 AG2603 20250704 ... 8995 8963 AG
121 121 AG2604 20250704 ... 9007 8985 AG
122 122 AG2605 20250704 ... 9017 8983 AG
123 123 AG2606 20250704 ... 9031 8996 AG
124 124 RB2507 20250704 ... 3078 3049 RB
125 125 RB2508 20250704 ... 3042 3031 RB
126 126 RB2509 20250704 ... 3048 3032 RB
127 127 RB2510 20250704 ... 3082 3065 RB
128 128 RB2511 20250704 ... 3094 3072 RB
129 129 RB2512 20250704 ... 3106 3085 RB
130 130 RB2601 20250704 ... 3100 3083 RB
131 131 RB2602 20250704 ... 3087 3068 RB
132 132 RB2603 20250704 ... 3090 3068 RB
133 133 RB2604 20250704 ... 3097 3083 RB
134 134 RB2605 20250704 ... 3109 3090 RB
135 135 RB2606 20250704 ... 3114 3093 RB
136 136 WR2507 20250704 ... 3356 3356 WR
137 137 WR2508 20250704 ... 3378 3378 WR
138 138 WR2509 20250704 ... 3251 3297 WR
139 139 WR2510 20250704 ... 3343 3328 WR
140 140 WR2511 20250704 ... 3365 3365 WR
141 141 WR2512 20250704 ... 3362 3362 WR
142 142 WR2601 20250704 ... 3329 3368 WR
143 143 WR2602 20250704 ... 3396 3396 WR
144 144 WR2603 20250704 ... 3387 3387 WR
145 145 WR2604 20250704 ... 3392 3392 WR
146 146 WR2605 20250704 ... 3370 3370 WR
147 147 WR2606 20250704 ... 3352 3392 WR
148 148 HC2507 20250704 ... 3195 3195 HC
149 149 HC2508 20250704 ... 3222 3209 HC
150 150 HC2509 20250704 ... 3220 3205 HC
151 151 HC2510 20250704 ... 3211 3193 HC
152 152 HC2511 20250704 ... 3215 3195 HC
153 153 HC2512 20250704 ... 3219 3196 HC
154 154 HC2601 20250704 ... 3219 3196 HC
155 155 HC2602 20250704 ... 3222 3199 HC
156 156 HC2603 20250704 ... 3225 3195 HC
157 157 HC2604 20250704 ... 3233 3211 HC
158 158 HC2605 20250704 ... 3221 3195 HC
159 159 HC2606 20250704 ... 3229 3207 HC
160 160 SS2507 20250704 ... 12640 12575 SS
161 161 SS2508 20250704 ... 12760 12680 SS
162 162 SS2509 20250704 ... 12705 12640 SS
163 163 SS2510 20250704 ... 12685 12625 SS
164 164 SS2511 20250704 ... 12705 12625 SS
165 165 SS2512 20250704 ... 12725 12670 SS
166 166 SS2601 20250704 ... 12765 12705 SS
167 167 SS2602 20250704 ... 12775 12735 SS
168 168 SS2603 20250704 ... 12830 12755 SS
169 169 SS2604 20250704 ... 12865 12800 SS
170 170 SS2605 20250704 ... 12905 12830 SS
171 171 SS2606 20250704 ... 12930 12880 SS
172 172 SC2508 20250704 ... 506.4 503.7 SC
173 173 SC2509 20250704 ... 501.1 498.1 SC
174 174 SC2510 20250704 ... 494.8 492.4 SC
175 175 SC2511 20250704 ... 489.4 487.2 SC
176 176 SC2512 20250704 ... 486 484 SC
177 177 SC2601 20250704 ... 482.8 481.6 SC
178 178 SC2602 20250704 ... 480.5 480.4 SC
179 179 SC2603 20250704 ... 477.4 478 SC
180 180 SC2604 20250704 ... 476.6 476.8 SC
181 181 SC2605 20250704 ... 473.1 475.7 SC
182 182 SC2606 20250704 ... 473.7 475.7 SC
183 183 SC2607 20250704 ... 475.9 470.9 SC
184 184 SC2609 20250704 ... 471.5 474.2 SC
185 185 SC2612 20250704 ... 465.1 465.1 SC
186 186 SC2703 20250704 ... 467.6 465 SC
187 187 SC2706 20250704 ... 464.2 464.2 SC
188 188 SC2709 20250704 ... 464 464 SC
189 189 SC2712 20250704 ... 465.8 465.8 SC
190 190 SC2803 20250704 ... 464.7 464.7 SC
191 191 SC2806 20250704 ... 463.8 464.6 SC
192 192 LU2508 20250704 ... 3643 3622 LU
193 193 LU2509 20250704 ... 3636 3616 LU
194 194 LU2510 20250704 ... 3605 3593 LU
195 195 LU2511 20250704 ... 3571 3568 LU
196 196 LU2512 20250704 ... 3532 3546 LU
197 197 LU2601 20250704 ... 3527 3526 LU
198 198 LU2602 20250704 ... 3518 3503 LU
199 199 LU2603 20250704 ... 3489 3499 LU
200 200 LU2604 20250704 ... 3459 3495 LU
201 201 LU2605 20250704 ... 3447 3476 LU
202 202 LU2606 20250704 ... 3444 3461 LU
203 203 LU2607 20250704 ... 3425 3442 LU
204 204 FU2508 20250704 ... 2939 2950 FU
205 205 FU2509 20250704 ... 2977 2982 FU
206 206 FU2510 20250704 ... 2936 2938 FU
207 207 FU2511 20250704 ... 2907 2905 FU
208 208 FU2512 20250704 ... 2872 2875 FU
209 209 FU2601 20250704 ... 2864 2868 FU
210 210 FU2602 20250704 ... 2852 2853 FU
211 211 FU2603 20250704 ... 2837 2842 FU
212 212 FU2604 20250704 ... 2822 2830 FU
213 213 FU2605 20250704 ... 2809 2814 FU
214 214 FU2606 20250704 ... 2797 2800 FU
215 215 FU2607 20250704 ... 2785 2790 FU
216 216 BU2507 20250704 ... 3628 3612 BU
217 217 BU2508 20250704 ... 3608 3600 BU
218 218 BU2509 20250704 ... 3588 3580 BU
219 219 BU2510 20250704 ... 3536 3529 BU
220 220 BU2511 20250704 ... 3470 3464 BU
221 221 BU2512 20250704 ... 3391 3388 BU
222 222 BU2601 20250704 ... 3351 3359 BU
223 223 BU2602 20250704 ... 3322 3322 BU
224 224 BU2603 20250704 ... 3333 3320 BU
225 225 BU2604 20250704 ... 3313 3315 BU
226 226 BU2605 20250704 ... 3305 3305 BU
227 227 BU2606 20250704 ... 3292 3285 BU
228 228 BU2609 20250704 ... 3270 3268 BU
229 229 BU2612 20250704 ... 3235 3234 BU
230 230 BU2703 20250704 ... 3235 3243 BU
231 231 BU2706 20250704 ... 3227 3242 BU
232 232 BR2507 20250704 ... 11350 11395 BR
233 233 BR2508 20250704 ... 11270 11270 BR
234 234 BR2509 20250704 ... 11185 11175 BR
235 235 BR2510 20250704 ... 11150 11130 BR
236 236 BR2511 20250704 ... 11140 11100 BR
237 237 BR2512 20250704 ... 11140 11080 BR
238 238 BR2601 20250704 ... 11125 11100 BR
239 239 BR2602 20250704 ... 11115 11100 BR
240 240 BR2603 20250704 ... 11095 11140 BR
241 241 BR2604 20250704 ... 11150 11065 BR
242 242 BR2605 20250704 ... 11125 11105 BR
243 243 BR2606 20250704 ... 11155 11110 BR
244 244 RU2507 20250704 ... 13985 13945 RU
245 245 RU2508 20250704 ... 14045 13985 RU
246 246 RU2509 20250704 ... 14075 14055 RU
247 247 RU2510 20250704 ... 14095 14130 RU
248 248 RU2511 20250704 ... 14075 14045 RU
249 249 RU2601 20250704 ... 14935 14910 RU
250 250 RU2603 20250704 ... 14935 14910 RU
251 251 RU2604 20250704 ... 14975 14875 RU
252 252 RU2605 20250704 ... 15005 14980 RU
253 253 RU2606 20250704 ... 14950 14950 RU
254 254 NR2507 20250704 ... 12145 12140 NR
255 255 NR2508 20250704 ... 12180 12145 NR
256 256 NR2509 20250704 ... 12160 12135 NR
257 257 NR2510 20250704 ... 12155 12125 NR
258 258 NR2511 20250704 ... 12165 12120 NR
259 259 NR2512 20250704 ... 12195 12135 NR
260 260 NR2601 20250704 ... 12185 12155 NR
261 261 NR2602 20250704 ... 12235 12245 NR
262 262 NR2603 20250704 ... 12195 12090 NR
263 263 NR2604 20250704 ... 12195 12195 NR
264 264 NR2605 20250704 ... 12230 12215 NR
265 265 NR2606 20250704 ... 12260 12260 NR
266 266 SP2507 20250704 ... 5060 5060 SP
267 267 SP2508 20250704 ... 5068 5076 SP
268 268 SP2509 20250704 ... 5080 5086 SP
269 269 SP2510 20250704 ... 5090 5090 SP
270 270 SP2511 20250704 ... 5078 5080 SP
271 271 SP2512 20250704 ... 5072 5072 SP
272 272 SP2601 20250704 ... 5294 5292 SP
273 273 SP2602 20250704 ... 5220 5228 SP
274 274 SP2603 20250704 ... 5232 5232 SP
275 275 SP2604 20250704 ... 5224 5228 SP
276 276 SP2605 20250704 ... 5244 5238 SP
277 277 SP2606 20250704 ... 5226 5240 SP
278 278 EC2508 20250704 ... 1892.3 1882.1 EC
279 279 EC2510 20250704 ... 1362.4 1366.8 EC
280 280 EC2512 20250704 ... 1526.7 1531.6 EC
281 281 EC2602 20250704 ... 1326.5 1332.6 EC
282 282 EC2604 20250704 ... 1165.2 1167.8 EC
283 283 EC2606 20250704 ... 1312.5 1316.1 EC
284 284 SC_TAS2508 20250704 ... SC_TAS
285 285 SC_TAS2509 20250704 ... SC_TAS
286 286 SC_TAS2510 20250704 ... SC_TAS
287 287 SC_TAS2511 20250704 ... SC_TAS
[288 rows x 13 columns]
2025-07-07 18:26:03,714 - future_1d - INFO - ak.get_shfe_daily('2025-07-04') done
symbol date open high ... turnover settle pre_settle variety
0 SC2508 20250704 508.3 509.2 ... 6845017.9 506.4 503.7 SC
1 SC2509 20250704 503.3 503.6 ... 1304782.79 501.1 498.1 SC
2 SC2510 20250704 496.6 496.6 ... 274692.18 494.8 492.4 SC
3 SC2511 20250704 489.6 490.9 ... 32988 489.4 487.2 SC
4 SC2512 20250704 486.2 487.3 ... 23766.61 486 484 SC
5 SC2601 20250704 482.1 484.3 ... 14484.42 482.8 481.6 SC
6 SC2602 20250704 481.6 481.9 ... 15616.73 480.5 480.4 SC
7 SC2603 20250704 479 479 ... 2244.09 477.4 478 SC
8 SC2604 20250704 477.3 478 ... 142.98 476.6 476.8 SC
9 SC2605 20250704 473.1 473.1 ... 94.62 473.1 475.7 SC
10 SC2606 20250704 474 474.5 ... 663.31 473.7 475.7 SC
11 SC2607 20250704 485.5 485.5 ... 190.39 475.9 470.9 SC
12 SC2609 20250704 471 472 ... 94.3 471.5 474.2 SC
13 SC2612 20250704 ... 0 465.1 465.1 SC
14 SC2703 20250704 468 468 ... 140.29 467.6 465 SC
15 SC2706 20250704 ... 0 464.2 464.2 SC
16 SC2709 20250704 ... 0 464 464 SC
17 SC2712 20250704 ... 0 465.8 465.8 SC
18 SC2803 20250704 ... 0 464.7 464.7 SC
19 SC2806 20250704 463 464.3 ... 139.16 463.8 464.6 SC
21 LU2508 20250704 3660 3664 ... 13030.825 3643 3622 LU
22 LU2509 20250704 3641 3661 ... 243761.453 3636 3616 LU
23 LU2510 20250704 3625 3628 ... 94898.205 3605 3593 LU
24 LU2511 20250704 3587 3592 ... 2535.595 3571 3568 LU
25 LU2512 20250704 3557 3558 ... 434.487 3532 3546 LU
26 LU2601 20250704 3540 3541 ... 222.219 3527 3526 LU
27 LU2602 20250704 3521 3521 ... 17.594 3518 3503 LU
28 LU2603 20250704 3502 3502 ... 24.423 3489 3499 LU
29 LU2604 20250704 3475 3475 ... 10.377 3459 3495 LU
30 LU2605 20250704 3459 3459 ... 27.583 3447 3476 LU
31 LU2606 20250704 3453 3463 ... 34.441 3444 3461 LU
32 LU2607 20250704 3429 3429 ... 10.275 3425 3442 LU
34 NR2507 20250704 12160 12200 ... 4980.05 12145 12140 NR
35 NR2508 20250704 12120 12250 ... 847072.545 12180 12145 NR
36 NR2509 20250704 12140 12225 ... 469990.8 12160 12135 NR
37 NR2510 20250704 12105 12220 ... 42293.865 12155 12125 NR
38 NR2511 20250704 12155 12220 ... 2725.645 12165 12120 NR
39 NR2512 20250704 12180 12230 ... 134.175 12195 12135 NR
40 NR2601 20250704 12145 12230 ... 1754.815 12185 12155 NR
41 NR2602 20250704 12235 12235 ... 24.47 12235 12245 NR
42 NR2603 20250704 12205 12205 ... 24.395 12195 12090 NR
43 NR2604 20250704 ... 0 12195 12195 NR
44 NR2605 20250704 12195 12270 ... 24.465 12230 12215 NR
45 NR2606 20250704 ... 0 12260 12260 NR
47 BC2507 20250704 ... 0 71300 71480 BC
48 BC2508 20250704 71640 71940 ... 192088.51 71430 71970 BC
49 BC2509 20250704 71540 71790 ... 12957.175 71380 71740 BC
50 BC2510 20250704 71250 71250 ... 35.625 71250 71400 BC
51 BC2511 20250704 ... 0 71800 71800 BC
52 BC2512 20250704 ... 0 70950 70950 BC
53 BC2601 20250704 ... 0 71130 71390 BC
54 BC2602 20250704 ... 0 69410 69410 BC
55 BC2603 20250704 ... 0 69290 69290 BC
56 BC2604 20250704 ... 0 71340 71360 BC
57 BC2605 20250704 ... 0 71340 71400 BC
58 BC2606 20250704 69700 69700 ... 34.85 69700 71590 BC
60 EC2508 20250704 1889 1946 ... 451980.7905 1892.3 1882.1 EC
61 EC2510 20250704 1362.6 1392 ... 123740.117 1362.4 1366.8 EC
62 EC2512 20250704 1540.7 1564 ... 17473.25 1526.7 1531.6 EC
63 EC2602 20250704 1338.7 1355 ... 4026.0895 1326.5 1332.6 EC
64 EC2604 20250704 1175 1183 ... 5668.9265 1165.2 1167.8 EC
65 EC2606 20250704 1324 1328 ... 885.947 1312.5 1316.1 EC
68 SC_TAS2508 20250704 ... SC_TAS
69 SC_TAS2509 20250704 ... SC_TAS
70 SC_TAS2510 20250704 ... SC_TAS
71 SC_TAS2511 20250704 ... SC_TAS
[66 rows x 12 columns]
2025-07-07 18:26:03,781 - future_1d - INFO - ak.get_ine_daily('2025-07-04') done
symbol date open ... settle pre_settle variety
0 IC2507 20250704 5866.000 ... 5870.000 5874.600 IC
1 IC2508 20250704 5819.800 ... 5812.400 5821.400 IC
2 IC2509 20250704 5761.800 ... 5760.000 5770.200 IC
3 IC2512 20250704 5639.600 ... 5635.000 5644.600 IC
4 IF2507 20250704 3938.400 ... 3957.400 3946.400 IF
5 IF2508 20250704 3922.400 ... 3938.000 3929.000 IF
6 IF2509 20250704 3918.200 ... 3930.000 3917.800 IF
7 IF2512 20250704 3878.000 ... 3892.200 3880.800 IF
8 IH2507 20250704 2705.000 ... 2717.400 2706.600 IH
9 IH2508 20250704 2698.800 ... 2710.600 2701.600 IH
10 IH2509 20250704 2699.800 ... 2711.200 2700.400 IH
11 IH2512 20250704 2699.600 ... 2709.400 2699.200 IH
12 IM2507 20250704 6279.600 ... 6259.200 6280.200 IM
13 IM2508 20250704 6205.000 ... 6184.400 6209.000 IM
14 IM2509 20250704 6130.000 ... 6107.200 6138.600 IM
15 IM2512 20250704 5953.800 ... 5929.600 5960.400 IM
16 T2509 20250704 109.090 ... 109.110 109.070 T
17 T2512 20250704 109.130 ... 109.195 109.155 T
18 T2603 20250704 109.165 ... 109.170 109.130 T
19 TF2509 20250704 106.230 ... 106.250 106.230 TF
20 TF2512 20250704 106.355 ... 106.335 106.335 TF
21 TF2603 20250704 106.385 ... 106.380 106.375 TF
22 TL2509 20250704 121.110 ... 121.200 121.070 TL
23 TL2512 20250704 121.050 ... 121.070 120.940 TL
24 TL2603 20250704 120.860 ... 120.880 120.780 TL
25 TS2509 20250704 102.510 ... 102.508 102.506 TS
26 TS2512 20250704 102.644 ... 102.632 102.636 TS
27 TS2603 20250704 102.746 ... 102.742 102.744 TS
[28 rows x 12 columns]
2025-07-07 18:26:03,896 - future_1d - INFO - ak.get_cffex_daily('2025-07-04') done
symbol date open ... settle pre_settle variety
0 a2507 20250704 4190.00 ... 4190.00 4205.00 A
1 a2509 20250704 4147.00 ... 4133.00 4148.00 A
2 a2511 20250704 4073.00 ... 4067.00 4077.00 A
3 a2601 20250704 4055.00 ... 4048.00 4059.00 A
4 a2603 20250704 4044.00 ... 4036.00 4049.00 A
5 a2605 20250704 4084.00 ... 4072.00 4085.00 A
6 b2507 20250704 0.00 ... 3550.00 3550.00 B
7 b2508 20250704 3572.00 ... 3555.00 3565.00 B
8 b2509 20250704 3618.00 ... 3603.00 3616.00 B
9 b2510 20250704 3675.00 ... 3655.00 3664.00 B
10 b2511 20250704 3684.00 ... 3670.00 3674.00 B
11 b2512 20250704 3704.00 ... 3689.00 3693.00 B
12 b2601 20250704 3682.00 ... 3674.00 3675.00 B
13 b2602 20250704 3649.00 ... 3652.00 3645.00 B
14 b2603 20250704 3564.00 ... 3567.00 3556.00 B
15 b2604 20250704 3463.00 ... 3465.00 3452.00 B
16 b2605 20250704 3393.00 ... 3391.00 3383.00 B
17 b2606 20250704 3388.00 ... 3386.00 3385.00 B
18 bb2509 20250704 154.00 ... 153.20 153.45 BB
19 bb2511 20250704 154.85 ... 154.90 154.35 BB
20 bb2601 20250704 156.10 ... 155.25 162.00 BB
21 bb2603 20250704 0.00 ... 164.70 171.85 BB
22 bb2605 20250704 0.00 ... 164.70 171.85 BB
23 c2507 20250704 2350.00 ... 2337.00 2347.00 C
24 c2509 20250704 2363.00 ... 2358.00 2364.00 C
25 c2511 20250704 2307.00 ... 2304.00 2307.00 C
26 c2601 20250704 2265.00 ... 2264.00 2264.00 C
27 c2603 20250704 2258.00 ... 2259.00 2260.00 C
28 c2605 20250704 2294.00 ... 2294.00 2294.00 C
29 cs2507 20250704 0.00 ... 2729.00 2729.00 CS
30 cs2509 20250704 2731.00 ... 2727.00 2731.00 CS
31 cs2511 20250704 2671.00 ... 2666.00 2670.00 CS
32 cs2601 20250704 2667.00 ... 2663.00 2667.00 CS
33 cs2603 20250704 2651.00 ... 2648.00 2649.00 CS
34 cs2605 20250704 2683.00 ... 2684.00 2684.00 CS
35 eb2507 20250704 7465.00 ... 7539.00 7422.00 EB
36 eb2508 20250704 7308.00 ... 7357.00 7288.00 EB
37 eb2509 20250704 7226.00 ... 7273.00 7209.00 EB
38 eb2510 20250704 7143.00 ... 7190.00 7130.00 EB
39 eb2511 20250704 7067.00 ... 7113.00 7062.00 EB
40 eb2512 20250704 7040.00 ... 7082.00 7035.00 EB
41 eb2601 20250704 7046.00 ... 7085.00 7037.00 EB
42 eb2602 20250704 7086.00 ... 7106.00 7058.00 EB
43 eb2603 20250704 7075.00 ... 7131.00 7077.00 EB
44 eb2604 20250704 7121.00 ... 7122.00 7066.00 EB
45 eb2605 20250704 7063.00 ... 7111.00 7057.00 EB
46 eb2606 20250704 0.00 ... 7037.00 7037.00 EB
47 eg2507 20250704 0.00 ... 4226.00 4226.00 EG
48 eg2508 20250704 4271.00 ... 4274.00 4275.00 EG
49 eg2509 20250704 4290.00 ... 4293.00 4295.00 EG
50 eg2510 20250704 4310.00 ... 4305.00 4311.00 EG
51 eg2511 20250704 4326.00 ... 4321.00 4325.00 EG
52 eg2512 20250704 4332.00 ... 4327.00 4327.00 EG
53 eg2601 20250704 4317.00 ... 4325.00 4329.00 EG
54 eg2602 20250704 4341.00 ... 4337.00 4337.00 EG
55 eg2603 20250704 4326.00 ... 4326.00 4311.00 EG
56 eg2604 20250704 4330.00 ... 4330.00 4367.00 EG
57 eg2605 20250704 4346.00 ... 4352.00 4342.00 EG
58 eg2606 20250704 4352.00 ... 4357.00 4378.00 EG
59 fb2507 20250704 0.00 ... 1341.50 1341.50 FB
60 fb2508 20250704 1328.50 ... 1331.50 1329.50 FB
61 fb2509 20250704 1309.00 ... 1312.50 1313.00 FB
62 fb2510 20250704 1326.00 ... 1326.00 1327.50 FB
63 fb2511 20250704 1324.50 ... 1324.50 1325.00 FB
64 fb2512 20250704 1326.00 ... 1326.50 1324.50 FB
65 fb2601 20250704 1311.00 ... 1312.00 1312.50 FB
66 fb2602 20250704 0.00 ... 1295.50 1295.50 FB
67 fb2603 20250704 0.00 ... 1313.50 1313.50 FB
68 fb2604 20250704 0.00 ... 1310.50 1310.50 FB
69 fb2605 20250704 0.00 ... 1292.50 1292.50 FB
70 fb2606 20250704 0.00 ... 1292.50 1292.50 FB
71 i2507 20250704 750.00 ... 768.00 722.50 I
72 i2508 20250704 737.50 ... 740.50 734.50 I
73 i2509 20250704 731.00 ... 736.00 728.00 I
74 i2510 20250704 726.00 ... 729.00 722.00 I
75 i2511 20250704 720.00 ... 723.00 715.00 I
76 i2512 20250704 714.00 ... 717.00 709.00 I
77 i2601 20250704 708.50 ... 710.00 702.50 I
78 i2602 20250704 704.50 ... 708.00 699.50 I
79 i2603 20250704 700.50 ... 704.50 697.50 I
80 i2604 20250704 695.50 ... 699.50 692.00 I
81 i2605 20250704 688.50 ... 692.50 685.50 I
82 i2606 20250704 684.00 ... 687.00 679.00 I
83 j2507 20250704 0.00 ... 1304.50 1304.50 J
84 j2508 20250704 1406.00 ... 1405.50 1404.50 J
85 j2509 20250704 1435.00 ... 1436.00 1439.00 J
86 j2510 20250704 1456.00 ... 1454.50 1457.00 J
87 j2511 20250704 1465.00 ... 1464.50 1466.50 J
88 j2512 20250704 1466.00 ... 1473.50 1476.00 J
89 j2601 20250704 1488.00 ... 1479.00 1481.50 J
90 j2602 20250704 1485.50 ... 1481.50 1484.00 J
91 j2603 20250704 0.00 ... 1522.50 1522.50 J
92 j2604 20250704 0.00 ... 1499.50 1499.50 J
93 j2605 20250704 1523.00 ... 1521.50 1519.50 J
94 j2606 20250704 0.00 ... 1528.00 1528.00 J
95 jd2507 20250704 2860.00 ... 2872.00 2859.00 JD
96 jd2508 20250704 3577.00 ... 3583.00 3558.00 JD
97 jd2509 20250704 3698.00 ... 3697.00 3685.00 JD
98 jd2510 20250704 3420.00 ... 3422.00 3405.00 JD
99 jd2511 20250704 3430.00 ... 3428.00 3413.00 JD
100 jd2512 20250704 3588.00 ... 3583.00 3581.00 JD
101 jd2601 20250704 3644.00 ... 3634.00 3636.00 JD
102 jd2602 20250704 3209.00 ... 3204.00 3205.00 JD
103 jd2603 20250704 3211.00 ... 3208.00 3205.00 JD
104 jd2604 20250704 3341.00 ... 3332.00 3332.00 JD
105 jd2605 20250704 3410.00 ... 3405.00 3406.00 JD
106 jd2606 20250704 3260.00 ... 3260.00 3256.00 JD
107 jm2507 20250704 813.00 ... 841.00 814.00 JM
108 jm2508 20250704 808.00 ... 805.00 801.50 JM
109 jm2509 20250704 852.50 ... 850.00 848.50 JM
110 jm2510 20250704 869.00 ... 867.50 864.00 JM
111 jm2511 20250704 883.00 ... 881.00 874.50 JM
112 jm2512 20250704 900.50 ... 894.00 887.00 JM
113 jm2601 20250704 920.00 ... 905.00 901.00 JM
114 jm2602 20250704 920.00 ... 913.00 907.00 JM
115 jm2603 20250704 921.00 ... 913.50 916.50 JM
116 jm2604 20250704 917.00 ... 924.00 917.00 JM
117 jm2605 20250704 940.00 ... 934.00 927.00 JM
118 jm2606 20250704 947.50 ... 940.50 940.50 JM
119 l2507 20250704 7311.00 ... 7328.00 7298.00 L
120 l2508 20250704 7290.00 ... 7313.00 7295.00 L
121 l2509 20250704 7298.00 ... 7308.00 7293.00 L
122 l2510 20250704 7285.00 ... 7296.00 7287.00 L
123 l2511 20250704 7282.00 ... 7296.00 7283.00 L
124 l2512 20250704 7289.00 ... 7289.00 7281.00 L
125 l2601 20250704 7262.00 ... 7272.00 7269.00 L
126 l2602 20250704 7279.00 ... 7245.00 7253.00 L
127 l2603 20250704 7282.00 ... 7271.00 7224.00 L
128 l2604 20250704 7275.00 ... 7291.00 7263.00 L
129 l2605 20250704 7265.00 ... 7266.00 7245.00 L
130 l2606 20250704 7247.00 ... 7265.00 7242.00 L
131 lg2507 20250704 828.00 ... 828.50 822.00 LG
132 lg2509 20250704 796.00 ... 794.00 795.00 LG
133 lg2511 20250704 787.50 ... 787.00 788.50 LG
134 lg2601 20250704 785.50 ... 786.00 785.50 LG
135 lg2603 20250704 788.00 ... 787.00 786.50 LG
136 lg2605 20250704 793.50 ... 790.50 793.50 LG
137 lh2507 20250704 13915.00 ... 13935.00 13920.00 LH
138 lh2509 20250704 14310.00 ... 14340.00 14315.00 LH
139 lh2511 20250704 13655.00 ... 13730.00 13585.00 LH
140 lh2601 20250704 13835.00 ... 13820.00 13685.00 LH
141 lh2603 20250704 12940.00 ... 13010.00 12940.00 LH
142 lh2605 20250704 13070.00 ... 13165.00 13085.00 LH
143 m2507 20250704 2800.00 ... 2806.00 2799.00 M
144 m2508 20250704 2949.00 ... 2942.00 2941.00 M
145 m2509 20250704 2967.00 ... 2962.00 2960.00 M
146 m2511 20250704 3006.00 ... 3000.00 3000.00 M
147 m2512 20250704 3036.00 ... 3030.00 3027.00 M
148 m2601 20250704 3019.00 ... 3012.00 3008.00 M
149 m2603 20250704 2867.00 ... 2865.00 2855.00 M
150 m2605 20250704 2720.00 ... 2718.00 2711.00 M
151 p2507 20250704 8452.00 ... 8468.00 8452.00 P
152 p2508 20250704 8540.00 ... 8502.00 8516.00 P
153 p2509 20250704 8498.00 ... 8492.00 8478.00 P
154 p2510 20250704 8516.00 ... 8500.00 8486.00 P
155 p2511 20250704 8512.00 ... 8498.00 8482.00 P
156 p2512 20250704 8502.00 ... 8494.00 8484.00 P
157 p2601 20250704 8498.00 ... 8498.00 8482.00 P
158 p2602 20250704 8490.00 ... 8490.00 8458.00 P
159 p2603 20250704 8452.00 ... 8430.00 8416.00 P
160 p2604 20250704 8398.00 ... 8384.00 8372.00 P
161 p2605 20250704 8348.00 ... 8360.00 8336.00 P
162 p2606 20250704 8340.00 ... 8334.00 8312.00 P
163 pg2507 20250704 0.00 ... 4205.00 4205.00 PG
164 pg2508 20250704 4229.00 ... 4215.00 4219.00 PG
165 pg2509 20250704 4123.00 ... 4108.00 4115.00 PG
166 pg2510 20250704 4494.00 ... 4489.00 4494.00 PG
167 pg2511 20250704 4409.00 ... 4403.00 4408.00 PG
168 pg2512 20250704 4336.00 ... 4331.00 4330.00 PG
169 pg2601 20250704 4259.00 ... 4252.00 4256.00 PG
170 pg2602 20250704 4173.00 ... 4177.00 4170.00 PG
171 pg2603 20250704 4097.00 ... 4096.00 4097.00 PG
172 pg2604 20250704 4399.00 ... 4383.00 4389.00 PG
173 pg2605 20250704 4295.00 ... 4274.00 4282.00 PG
174 pg2606 20250704 0.00 ... 4204.00 4204.00 PG
175 pp2507 20250704 7080.00 ... 7080.00 7085.00 PP
176 pp2508 20250704 7075.00 ... 7089.00 7086.00 PP
177 pp2509 20250704 7088.00 ... 7091.00 7084.00 PP
178 pp2510 20250704 7048.00 ... 7065.00 7046.00 PP
179 pp2511 20250704 7045.00 ... 7059.00 7044.00 PP
180 pp2512 20250704 7047.00 ... 7057.00 7042.00 PP
181 pp2601 20250704 7044.00 ... 7053.00 7043.00 PP
182 pp2602 20250704 7034.00 ... 7034.00 7024.00 PP
183 pp2603 20250704 7032.00 ... 7032.00 7008.00 PP
184 pp2604 20250704 7051.00 ... 7051.00 6989.00 PP
185 pp2605 20250704 7040.00 ... 7043.00 7035.00 PP
186 pp2606 20250704 7033.00 ... 7036.00 7007.00 PP
187 rr2507 20250704 0.00 ... 3578.00 3578.00 RR
188 rr2508 20250704 3529.00 ... 3552.00 3539.00 RR
189 rr2509 20250704 3595.00 ... 3601.00 3595.00 RR
190 rr2510 20250704 3605.00 ... 3602.00 3602.00 RR
191 rr2511 20250704 3602.00 ... 3600.00 3603.00 RR
192 rr2512 20250704 3601.00 ... 3599.00 3598.00 RR
193 rr2601 20250704 3598.00 ... 3602.00 3587.00 RR
194 rr2602 20250704 3614.00 ... 3609.00 3606.00 RR
195 rr2603 20250704 3615.00 ... 3612.00 3608.00 RR
196 rr2604 20250704 3612.00 ... 3614.00 3615.00 RR
197 rr2605 20250704 3606.00 ... 3613.00 3605.00 RR
198 rr2606 20250704 3606.00 ... 3606.00 3608.00 RR
199 v2507 20250704 4848.00 ... 4849.00 4820.00 V
200 v2508 20250704 4875.00 ... 4880.00 4871.00 V
201 v2509 20250704 4907.00 ... 4919.00 4907.00 V
202 v2510 20250704 4939.00 ... 4947.00 4932.00 V
203 v2511 20250704 4972.00 ... 4967.00 4963.00 V
204 v2512 20250704 4991.00 ... 5002.00 4995.00 V
205 v2601 20250704 5020.00 ... 5024.00 5014.00 V
206 v2602 20250704 5044.00 ... 5040.00 5030.00 V
207 v2603 20250704 5066.00 ... 5064.00 5048.00 V
208 v2604 20250704 5162.00 ... 5192.00 5169.00 V
209 v2605 20250704 5192.00 ... 5211.00 5192.00 V
210 v2606 20250704 5204.00 ... 5213.00 5194.00 V
211 y2507 20250704 0.00 ... 8038.00 8038.00 Y
212 y2508 20250704 8002.00 ... 7964.00 8028.00 Y
213 y2509 20250704 8010.00 ... 7968.00 8020.00 Y
214 y2511 20250704 8018.00 ... 7990.00 8030.00 Y
215 y2512 20250704 8030.00 ... 8014.00 8066.00 Y
216 y2601 20250704 7994.00 ... 7958.00 7988.00 Y
217 y2603 20250704 7856.00 ... 7850.00 7856.00 Y
218 y2605 20250704 7654.00 ... 7640.00 7648.00 Y
[219 rows x 12 columns]
2025-07-07 18:26:04,576 - future_1d - INFO - ak.get_dce_daily('2025-07-04') done
2025-07-07 18:26:06,307 - future_1d - INFO - save future_daily 2025-07-04 completed
symbol date open ... settle pre_settle variety
0 PS2507 20250707 0.0 ... 36475.0 35390.0 PS
1 PS2508 20250707 35100.0 ... 35875.0 35500.0 PS
2 PS2509 20250707 34950.0 ... 35645.0 34925.0 PS
3 PS2510 20250707 34730.0 ... 35500.0 34760.0 PS
4 PS2511 20250707 34450.0 ... 35430.0 34590.0 PS
5 PS2512 20250707 36895.0 ... 37900.0 36615.0 PS
6 PS2601 20250707 36220.0 ... 37710.0 36455.0 PS
7 PS2602 20250707 36620.0 ... 37740.0 36290.0 PS
8 PS2603 20250707 36340.0 ... 37710.0 36245.0 PS
9 PS2604 20250707 36020.0 ... 37245.0 36210.0 PS
10 PS2605 20250707 37000.0 ... 37265.0 36160.0 PS
11 PS2606 20250707 37355.0 ... 38355.0 37345.0 PS
13 SI2507 20250707 8080.0 ... 8010.0 8095.0 SI
14 SI2508 20250707 7870.0 ... 8000.0 8000.0 SI
15 SI2509 20250707 7980.0 ... 7990.0 7990.0 SI
16 SI2510 20250707 8030.0 ... 7965.0 7965.0 SI
17 SI2511 20250707 7915.0 ... 7925.0 7935.0 SI
18 SI2512 20250707 8250.0 ... 8240.0 8260.0 SI
19 SI2601 20250707 8220.0 ... 8200.0 8220.0 SI
20 SI2602 20250707 8195.0 ... 8215.0 8215.0 SI
21 SI2603 20250707 8170.0 ... 8210.0 8220.0 SI
22 SI2604 20250707 8110.0 ... 8180.0 8245.0 SI
23 SI2605 20250707 8120.0 ... 8190.0 8215.0 SI
24 SI2606 20250707 8150.0 ... 8205.0 8220.0 SI
27 LC2507 20250707 64000.0 ... 63820.0 63920.0 LC
28 LC2508 20250707 63760.0 ... 63700.0 63780.0 LC
29 LC2509 20250707 63200.0 ... 63440.0 63660.0 LC
30 LC2510 20250707 63020.0 ... 63300.0 63420.0 LC
31 LC2511 20250707 63200.0 ... 63160.0 63300.0 LC
32 LC2512 20250707 63060.0 ... 63340.0 63580.0 LC
33 LC2601 20250707 63500.0 ... 63480.0 63780.0 LC
34 LC2602 20250707 63420.0 ... 63480.0 63860.0 LC
35 LC2603 20250707 63320.0 ... 63500.0 63700.0 LC
36 LC2604 20250707 63420.0 ... 63860.0 64180.0 LC
37 LC2605 20250707 63620.0 ... 63960.0 64200.0 LC
38 LC2606 20250707 63560.0 ... 63920.0 64240.0 LC
[36 rows x 12 columns]
2025-07-07 18:26:12,836 - future_1d - INFO - ak.get_gfex_daily('2025-07-07') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250707 7736.0 7750.0 ... 295800.71 7723.0 7776.0 AP
1 AP511 20250707 7569.0 7583.0 ... 960.37 7562.0 7611.0 AP
2 AP512 20250707 7584.0 7606.0 ... 75.82 7582.0 7634.0 AP
3 AP601 20250707 7628.0 7652.0 ... 9709.30 7627.0 7664.0 AP
4 AP603 20250707 7604.0 7637.0 ... 45.72 7621.0 7665.0 AP
5 AP604 20250707 7665.0 7690.0 ... 30.70 7676.0 7714.0 AP
6 AP605 20250707 7727.0 7730.0 ... 208.51 7723.0 7754.0 AP
7 CF507 20250707 13585.0 13600.0 ... 7692.53 13570.0 13585.0 CF
8 CF509 20250707 13770.0 13875.0 ... 1342565.81 13795.0 13790.0 CF
9 CF511 20250707 13690.0 13775.0 ... 163909.80 13710.0 13695.0 CF
10 CF601 20250707 13770.0 13850.0 ... 288021.22 13790.0 13780.0 CF
11 CF603 20250707 13750.0 13820.0 ... 833.14 13770.0 13755.0 CF
12 CF605 20250707 13765.0 13835.0 ... 4806.12 13770.0 13770.0 CF
13 CJ507 20250707 0.0 0.0 ... 0.00 9450.0 9450.0 CJ
14 CJ509 20250707 9480.0 9535.0 ... 238293.74 9450.0 9530.0 CJ
15 CJ512 20250707 10345.0 10465.0 ... 14007.26 10365.0 10475.0 CJ
16 CJ601 20250707 10520.0 10590.0 ... 1007981.53 10495.0 10615.0 CJ
17 CJ603 20250707 10650.0 10715.0 ... 18983.84 10570.0 10745.0 CJ
18 CJ605 20250707 10855.0 11010.0 ... 109445.94 10860.0 11040.0 CJ
19 CY507 20250707 0.0 0.0 ... 0.00 19910.0 19920.0 CY
20 CY508 20250707 0.0 0.0 ... 0.00 19700.0 19700.0 CY
21 CY509 20250707 19995.0 20090.0 ... 67880.59 20020.0 20030.0 CY
22 CY510 20250707 0.0 0.0 ... 0.00 19640.0 19650.0 CY
23 CY511 20250707 0.0 0.0 ... 0.00 20060.0 20090.0 CY
24 CY512 20250707 0.0 0.0 ... 0.00 19910.0 19910.0 CY
25 CY601 20250707 20070.0 20070.0 ... 259.18 19935.0 20010.0 CY
26 CY602 20250707 0.0 0.0 ... 0.00 19810.0 19810.0 CY
27 CY603 20250707 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250707 0.0 0.0 ... 0.00 19725.0 19725.0 CY
29 CY605 20250707 0.0 0.0 ... 0.00 20025.0 20070.0 CY
30 CY606 20250707 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250707 947.0 960.0 ... 522.83 954.0 959.0 FG
32 FG508 20250707 1042.0 1048.0 ... 17716.37 1040.0 1045.0 FG
33 FG509 20250707 1024.0 1035.0 ... 2832555.17 1025.0 1031.0 FG
34 FG510 20250707 1080.0 1085.0 ... 14946.93 1075.0 1083.0 FG
35 FG511 20250707 1066.0 1072.0 ... 22484.89 1062.0 1072.0 FG
36 FG512 20250707 1130.0 1136.0 ... 8026.04 1127.0 1136.0 FG
37 FG601 20250707 1118.0 1126.0 ... 298495.09 1117.0 1126.0 FG
38 FG602 20250707 1156.0 1163.0 ... 593.17 1154.0 1161.0 FG
39 FG603 20250707 1153.0 1161.0 ... 608.67 1153.0 1160.0 FG
40 FG604 20250707 1190.0 1199.0 ... 479.26 1192.0 1194.0 FG
41 FG605 20250707 1183.0 1196.0 ... 4590.62 1189.0 1191.0 FG
42 FG606 20250707 1200.0 1207.0 ... 127.49 1203.0 1206.0 FG
43 JR507 20250707 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250707 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250707 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250707 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250707 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250707 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250707 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250707 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250707 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250707 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250707 2399.0 2399.0 ... 97.31 2373.0 2409.0 MA
54 MA508 20250707 2414.0 2427.0 ... 14327.98 2407.0 2436.0 MA
55 MA509 20250707 2390.0 2404.0 ... 1309483.88 2393.0 2415.0 MA
56 MA510 20250707 2406.0 2412.0 ... 57181.11 2402.0 2420.0 MA
57 MA511 20250707 2411.0 2421.0 ... 63287.28 2411.0 2426.0 MA
58 MA512 20250707 2430.0 2441.0 ... 23646.21 2430.0 2443.0 MA
59 MA601 20250707 2433.0 2443.0 ... 116718.00 2433.0 2450.0 MA
60 MA602 20250707 2420.0 2424.0 ... 65.28 2418.0 2433.0 MA
61 MA603 20250707 2414.0 2425.0 ... 207.77 2416.0 2429.0 MA
62 MA604 20250707 2389.0 2394.0 ... 21.50 2389.0 2397.0 MA
63 MA605 20250707 2354.0 2367.0 ... 2564.89 2357.0 2364.0 MA
64 MA606 20250707 2364.0 2371.0 ... 11.84 2369.0 2367.0 MA
65 OI507 20250707 9550.0 9550.0 ... 9.55 9550.0 9913.0 OI
66 OI509 20250707 9590.0 9608.0 ... 2534887.64 9558.0 9614.0 OI
67 OI511 20250707 9586.0 9597.0 ... 114648.36 9547.0 9603.0 OI
68 OI601 20250707 9522.0 9549.0 ... 343837.72 9500.0 9547.0 OI
69 OI603 20250707 9446.0 9482.0 ... 2055.87 9431.0 9480.0 OI
70 OI605 20250707 9336.0 9369.0 ... 1669.44 9326.0 9373.0 OI
71 PF507 20250707 6626.0 6626.0 ... 46.38 6626.0 6674.0 PF
72 PF508 20250707 6506.0 6560.0 ... 279885.34 6530.0 6550.0 PF
73 PF509 20250707 6392.0 6424.0 ... 143673.73 6402.0 6434.0 PF
74 PF510 20250707 6394.0 6408.0 ... 54243.15 6394.0 6432.0 PF
75 PF511 20250707 6366.0 6380.0 ... 26725.54 6366.0 6400.0 PF
76 PF512 20250707 6338.0 6354.0 ... 7489.81 6340.0 6378.0 PF
77 PF601 20250707 6350.0 6360.0 ... 1021.54 6346.0 6388.0 PF
78 PF602 20250707 6310.0 6348.0 ... 12.67 6334.0 6380.0 PF
79 PF603 20250707 6314.0 6372.0 ... 28.60 6356.0 6384.0 PF
80 PF604 20250707 6366.0 6380.0 ... 31.88 6376.0 6402.0 PF
81 PF605 20250707 6362.0 6362.0 ... 3.18 6362.0 6406.0 PF
82 PF606 20250707 0.0 0.0 ... 0.00 6370.0 6372.0 PF
83 PK510 20250707 8154.0 8156.0 ... 298398.11 8106.0 8218.0 PK
84 PK511 20250707 7900.0 7922.0 ... 78503.02 7894.0 7944.0 PK
85 PK512 20250707 7900.0 7924.0 ... 1491.93 7894.0 7934.0 PK
86 PK601 20250707 7902.0 7920.0 ... 6220.06 7898.0 7938.0 PK
87 PK603 20250707 7896.0 7916.0 ... 98.82 7906.0 7942.0 PK
88 PK604 20250707 7916.0 7924.0 ... 11.88 7918.0 7964.0 PK
89 PK605 20250707 7930.0 7942.0 ... 202.10 7926.0 7952.0 PK
90 PM507 20250707 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250707 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250707 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250707 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250707 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250707 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250707 0.0 0.0 ... 0.00 5960.0 5960.0 PR
97 PR508 20250707 5904.0 5928.0 ... 13252.17 5910.0 5938.0 PR
98 PR509 20250707 5864.0 5882.0 ... 337274.04 5868.0 5894.0 PR
99 PR510 20250707 5846.0 5864.0 ... 163586.09 5850.0 5880.0 PR
100 PR511 20250707 5830.0 5848.0 ... 36290.51 5828.0 5858.0 PR
101 PR512 20250707 5834.0 5834.0 ... 17.48 5826.0 5838.0 PR
102 PR601 20250707 5812.0 5838.0 ... 419.30 5824.0 5842.0 PR
103 PR602 20250707 5894.0 5894.0 ... 17.66 5888.0 5858.0 PR
104 PR603 20250707 5906.0 5906.0 ... 17.69 5898.0 5874.0 PR
105 PR604 20250707 0.0 0.0 ... 0.00 5882.0 5882.0 PR
106 PR605 20250707 5876.0 5878.0 ... 35.26 5876.0 5882.0 PR
107 PR606 20250707 5860.0 5860.0 ... 17.57 5858.0 5860.0 PR
108 PX507 20250707 0.0 0.0 ... 0.00 6868.0 6922.0 PX
109 PX508 20250707 6726.0 6732.0 ... 4400.72 6704.0 6800.0 PX
110 PX509 20250707 6662.0 6704.0 ... 538155.45 6674.0 6726.0 PX
111 PX510 20250707 6644.0 6672.0 ... 55412.39 6648.0 6698.0 PX
112 PX511 20250707 6620.0 6632.0 ... 90476.33 6610.0 6662.0 PX
113 PX512 20250707 6600.0 6616.0 ... 8295.73 6590.0 6636.0 PX
114 PX601 20250707 6584.0 6592.0 ... 33634.30 6564.0 6622.0 PX
115 PX602 20250707 0.0 0.0 ... 0.00 6570.0 6578.0 PX
116 PX603 20250707 6546.0 6546.0 ... 6.55 6546.0 6642.0 PX
117 PX604 20250707 6552.0 6552.0 ... 6.55 6552.0 6612.0 PX
118 PX605 20250707 6540.0 6552.0 ... 134.20 6546.0 6570.0 PX
119 PX606 20250707 0.0 0.0 ... 0.00 6548.0 6548.0 PX
120 RI507 20250707 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250707 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250707 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250707 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250707 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250707 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250707 2463.0 2471.0 ... 1819.92 2459.0 2463.0 RM
127 RM508 20250707 2601.0 2624.0 ... 17549.20 2601.0 2606.0 RM
128 RM509 20250707 2597.0 2621.0 ... 866651.19 2600.0 2607.0 RM
129 RM511 20250707 2424.0 2439.0 ... 2693.98 2425.0 2428.0 RM
130 RM601 20250707 2326.0 2343.0 ... 169696.47 2327.0 2329.0 RM
131 RM603 20250707 2304.0 2315.0 ... 17000.17 2303.0 2307.0 RM
132 RM605 20250707 2328.0 2346.0 ... 27412.63 2327.0 2331.0 RM
133 RS507 20250707 0.0 0.0 ... 0.00 4950.0 4950.0 RS
134 RS508 20250707 0.0 0.0 ... 0.00 5107.0 5107.0 RS
135 RS509 20250707 5021.0 5058.0 ... 211.16 5028.0 5073.0 RS
136 RS511 20250707 0.0 0.0 ... 0.00 5103.0 5109.0 RS
137 SA507 20250707 1145.0 1145.0 ... 516.81 1133.0 1152.0 SA
138 SA508 20250707 1170.0 1174.0 ... 14346.09 1167.0 1182.0 SA
139 SA509 20250707 1170.0 1177.0 ... 2699801.84 1171.0 1184.0 SA
140 SA510 20250707 1183.0 1192.0 ... 72683.84 1187.0 1194.0 SA
141 SA511 20250707 1188.0 1194.0 ... 93553.44 1189.0 1194.0 SA
142 SA512 20250707 1208.0 1215.0 ... 26825.45 1208.0 1213.0 SA
143 SA601 20250707 1203.0 1215.0 ... 511144.59 1207.0 1215.0 SA
144 SA602 20250707 1220.0 1224.0 ... 1029.23 1219.0 1225.0 SA
145 SA603 20250707 1219.0 1226.0 ... 1945.23 1222.0 1226.0 SA
146 SA604 20250707 1231.0 1240.0 ... 2289.35 1235.0 1238.0 SA
147 SA605 20250707 1226.0 1240.0 ... 15579.77 1235.0 1237.0 SA
148 SA606 20250707 1238.0 1247.0 ... 757.66 1242.0 1244.0 SA
149 SF507 20250707 5482.0 5490.0 ... 1688.53 5456.0 5528.0 SF
150 SF508 20250707 5382.0 5412.0 ... 13771.74 5380.0 5408.0 SF
151 SF509 20250707 5372.0 5404.0 ... 263498.48 5374.0 5404.0 SF
152 SF510 20250707 5314.0 5342.0 ... 50767.07 5308.0 5326.0 SF
153 SF511 20250707 5418.0 5470.0 ... 77218.27 5438.0 5464.0 SF
154 SF512 20250707 5404.0 5432.0 ... 16066.21 5406.0 5430.0 SF
155 SF601 20250707 5366.0 5408.0 ... 6433.03 5374.0 5398.0 SF
156 SF602 20250707 5318.0 5340.0 ... 201.75 5310.0 5342.0 SF
157 SF603 20250707 5454.0 5468.0 ... 19.07 5450.0 5462.0 SF
158 SF604 20250707 5392.0 5392.0 ... 8.09 5392.0 5462.0 SF
159 SF605 20250707 5410.0 5432.0 ... 51.46 5418.0 5436.0 SF
160 SF606 20250707 5374.0 5374.0 ... 2.69 5374.0 5366.0 SF
161 SH507 20250707 0.0 0.0 ... 0.00 2380.0 2330.0 SH
162 SH508 20250707 2378.0 2446.0 ... 202969.48 2415.0 2375.0 SH
163 SH509 20250707 2376.0 2416.0 ... 3653001.47 2395.0 2384.0 SH
164 SH510 20250707 2410.0 2422.0 ... 386334.43 2411.0 2419.0 SH
165 SH511 20250707 2371.0 2395.0 ... 195862.33 2384.0 2400.0 SH
166 SH512 20250707 2393.0 2408.0 ... 29589.02 2396.0 2405.0 SH
167 SH601 20250707 2370.0 2384.0 ... 86386.57 2375.0 2380.0 SH
168 SH602 20250707 2392.0 2432.0 ... 1008.44 2401.0 2397.0 SH
169 SH603 20250707 2390.0 2409.0 ... 669.48 2400.0 2398.0 SH
170 SH604 20250707 2435.0 2451.0 ... 335.87 2434.0 2438.0 SH
171 SH605 20250707 2430.0 2434.0 ... 4241.15 2421.0 2437.0 SH
172 SH606 20250707 2445.0 2449.0 ... 51.28 2442.0 2451.0 SH
173 SM507 20250707 5624.0 5624.0 ... 252.12 5604.0 5648.0 SM
174 SM508 20250707 5636.0 5672.0 ... 9232.58 5634.0 5672.0 SM
175 SM509 20250707 5654.0 5682.0 ... 430362.77 5648.0 5690.0 SM
176 SM510 20250707 5660.0 5666.0 ... 40079.73 5638.0 5672.0 SM
177 SM511 20250707 5728.0 5744.0 ... 70547.82 5716.0 5748.0 SM
178 SM512 20250707 5722.0 5730.0 ... 8850.41 5704.0 5738.0 SM
179 SM601 20250707 5698.0 5724.0 ... 17761.44 5696.0 5734.0 SM
180 SM602 20250707 5714.0 5720.0 ... 225.30 5704.0 5736.0 SM
181 SM603 20250707 5738.0 5738.0 ... 185.51 5708.0 5750.0 SM
182 SM604 20250707 5740.0 5740.0 ... 34.32 5720.0 5780.0 SM
183 SM605 20250707 5756.0 5766.0 ... 430.03 5734.0 5770.0 SM
184 SM606 20250707 5748.0 5748.0 ... 2.87 5748.0 5800.0 SM
185 SR507 20250707 5771.0 5788.0 ... 1309.54 5769.0 5788.0 SR
186 SR509 20250707 5764.0 5785.0 ... 856237.72 5758.0 5790.0 SR
187 SR511 20250707 5648.0 5673.0 ... 105939.28 5651.0 5658.0 SR
188 SR601 20250707 5603.0 5615.0 ... 98023.92 5598.0 5608.0 SR
189 SR603 20250707 5573.0 5585.0 ... 1292.37 5571.0 5580.0 SR
190 SR605 20250707 5542.0 5562.0 ... 5820.87 5549.0 5555.0 SR
191 TA507 20250707 4772.0 4816.0 ... 9405.99 4778.0 4828.0 TA
192 TA508 20250707 4756.0 4770.0 ... 53850.79 4750.0 4782.0 TA
193 TA509 20250707 4696.0 4722.0 ... 2030700.87 4704.0 4738.0 TA
194 TA510 20250707 4672.0 4688.0 ... 70711.02 4676.0 4704.0 TA
195 TA511 20250707 4652.0 4674.0 ... 53810.87 4662.0 4690.0 TA
196 TA512 20250707 4650.0 4662.0 ... 8860.90 4648.0 4682.0 TA
197 TA601 20250707 4650.0 4652.0 ... 393147.12 4632.0 4664.0 TA
198 TA602 20250707 4630.0 4640.0 ... 27.80 4634.0 4674.0 TA
199 TA603 20250707 4638.0 4646.0 ... 60.29 4638.0 4676.0 TA
200 TA604 20250707 4646.0 4648.0 ... 13.92 4638.0 4684.0 TA
201 TA605 20250707 4664.0 4666.0 ... 1749.22 4646.0 4686.0 TA
202 TA606 20250707 4648.0 4654.0 ... 39.50 4648.0 4678.0 TA
203 UR507 20250707 1736.0 1744.0 ... 353.82 1734.0 1753.0 UR
204 UR508 20250707 1750.0 1753.0 ... 1201.04 1746.0 1764.0 UR
205 UR509 20250707 1739.0 1755.0 ... 493610.64 1746.0 1754.0 UR
206 UR510 20250707 1731.0 1742.0 ... 13722.03 1733.0 1739.0 UR
207 UR511 20250707 1729.0 1746.0 ... 17833.24 1737.0 1743.0 UR
208 UR512 20250707 1722.0 1730.0 ... 55.13 1723.0 1731.0 UR
209 UR601 20250707 1702.0 1719.0 ... 50835.61 1710.0 1712.0 UR
210 UR602 20250707 1709.0 1712.0 ... 382.31 1707.0 1708.0 UR
211 UR603 20250707 1724.0 1731.0 ... 165.84 1727.0 1733.0 UR
212 UR604 20250707 1719.0 1727.0 ... 61.98 1722.0 1726.0 UR
213 UR605 20250707 1713.0 1724.0 ... 2135.96 1714.0 1717.0 UR
214 UR606 20250707 1705.0 1713.0 ... 102.66 1711.0 1715.0 UR
215 WH507 20250707 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250707 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250707 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250707 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250707 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250707 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC507 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC508 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC509 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC510 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC511 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC512 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC601 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC602 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC603 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC604 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC605 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC606 20250707 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-07 18:26:13,194 - future_1d - INFO - ak.get_czce_daily('2025-07-07') done
index symbol date ... settle pre_settle variety
0 0 CU2507 20250707 ... 79720 80370 CU
1 1 CU2508 20250707 ... 79510 80170 CU
2 2 CU2509 20250707 ... 79290 79970 CU
3 3 CU2510 20250707 ... 79040 79670 CU
4 4 CU2511 20250707 ... 78820 79430 CU
5 5 CU2512 20250707 ... 78640 79180 CU
6 6 CU2601 20250707 ... 78480 79130 CU
7 7 CU2602 20250707 ... 78430 78880 CU
8 8 CU2603 20250707 ... 78350 78830 CU
9 9 CU2604 20250707 ... 78330 78880 CU
10 10 CU2605 20250707 ... 78370 78930 CU
11 11 CU2606 20250707 ... 78230 78810 CU
12 12 BC2507 20250707 ... 70600 71300 BC
13 13 BC2508 20250707 ... 70770 71430 BC
14 14 BC2509 20250707 ... 70590 71380 BC
15 15 BC2510 20250707 ... 70980 71250 BC
16 16 BC2511 20250707 ... 71800 71800 BC
17 17 BC2512 20250707 ... 70700 70950 BC
18 18 BC2601 20250707 ... 71130 71130 BC
19 19 BC2602 20250707 ... 69410 69410 BC
20 20 BC2603 20250707 ... 69290 69290 BC
21 21 BC2604 20250707 ... 70800 71340 BC
22 22 BC2605 20250707 ... 70970 71340 BC
23 23 BC2606 20250707 ... 70490 69700 BC
24 24 AL2507 20250707 ... 20670 20800 AL
25 25 AL2508 20250707 ... 20500 20640 AL
26 26 AL2509 20250707 ... 20425 20585 AL
27 27 AL2510 20250707 ... 20335 20510 AL
28 28 AL2511 20250707 ... 20225 20420 AL
29 29 AL2512 20250707 ... 20160 20335 AL
30 30 AL2601 20250707 ... 20075 20290 AL
31 31 AL2602 20250707 ... 20055 20285 AL
32 32 AL2603 20250707 ... 20055 20290 AL
33 33 AL2604 20250707 ... 20080 20305 AL
34 34 AL2605 20250707 ... 20095 20280 AL
35 35 AL2606 20250707 ... 20105 20285 AL
36 36 ZN2507 20250707 ... 22185 22395 ZN
37 37 ZN2508 20250707 ... 22185 22350 ZN
38 38 ZN2509 20250707 ... 22115 22290 ZN
39 39 ZN2510 20250707 ... 22050 22230 ZN
40 40 ZN2511 20250707 ... 21980 22175 ZN
41 41 ZN2512 20250707 ... 22020 22120 ZN
42 42 ZN2601 20250707 ... 21865 22060 ZN
43 43 ZN2602 20250707 ... 21975 22050 ZN
44 44 ZN2603 20250707 ... 21835 22055 ZN
45 45 ZN2604 20250707 ... 21780 22030 ZN
46 46 ZN2605 20250707 ... 21830 22020 ZN
47 47 ZN2606 20250707 ... 21800 22000 ZN
48 48 PB2507 20250707 ... 17140 17230 PB
49 49 PB2508 20250707 ... 17210 17270 PB
50 50 PB2509 20250707 ... 17220 17290 PB
51 51 PB2510 20250707 ... 17215 17285 PB
52 52 PB2511 20250707 ... 17205 17280 PB
53 53 PB2512 20250707 ... 17205 17260 PB
54 54 PB2601 20250707 ... 17160 17265 PB
55 55 PB2602 20250707 ... 17235 17255 PB
56 56 PB2603 20250707 ... 17190 17240 PB
57 57 PB2604 20250707 ... 17240 17240 PB
58 58 PB2605 20250707 ... 17230 17155 PB
59 59 PB2606 20250707 ... 17205 17275 PB
60 60 NI2507 20250707 ... 120990 122320 NI
61 61 NI2508 20250707 ... 121180 122480 NI
62 62 NI2509 20250707 ... 121230 122580 NI
63 63 NI2510 20250707 ... 121300 122700 NI
64 64 NI2511 20250707 ... 121490 122930 NI
65 65 NI2512 20250707 ... 121580 123060 NI
66 66 NI2601 20250707 ... 121800 123270 NI
67 67 NI2602 20250707 ... 121860 123280 NI
68 68 NI2603 20250707 ... 121940 123590 NI
69 69 NI2604 20250707 ... 122520 123810 NI
70 70 NI2605 20250707 ... 122830 123930 NI
71 71 NI2606 20250707 ... 122890 123740 NI
72 72 SN2507 20250707 ... 265940 268030 SN
73 73 SN2508 20250707 ... 265680 268980 SN
74 74 SN2509 20250707 ... 265560 268820 SN
75 75 SN2510 20250707 ... 265230 268840 SN
76 76 SN2511 20250707 ... 264030 268220 SN
77 77 SN2512 20250707 ... 263190 267490 SN
78 78 SN2601 20250707 ... 262930 267640 SN
79 79 SN2602 20250707 ... 262230 267100 SN
80 80 SN2603 20250707 ... 262980 268070 SN
81 81 SN2604 20250707 ... 262990 267020 SN
82 82 SN2605 20250707 ... 262960 266910 SN
83 83 SN2606 20250707 ... 265830 268060 SN
84 84 AO2507 20250707 ... 3187 3160 AO
85 85 AO2508 20250707 ... 3073 3071 AO
86 86 AO2509 20250707 ... 3026 3036 AO
87 87 AO2510 20250707 ... 2998 3009 AO
88 88 AO2511 20250707 ... 2988 2998 AO
89 89 AO2512 20250707 ... 2982 2990 AO
90 90 AO2601 20250707 ... 2971 2981 AO
91 91 AO2602 20250707 ... 2968 2975 AO
92 92 AO2603 20250707 ... 2962 2970 AO
93 93 AO2604 20250707 ... 2967 2971 AO
94 94 AO2605 20250707 ... 2958 2965 AO
95 95 AO2606 20250707 ... 2963 2967 AO
96 96 AD2511 20250707 ... 19760 19905 AD
97 97 AD2512 20250707 ... 19675 19820 AD
98 98 AD2601 20250707 ... 19615 19780 AD
99 99 AD2602 20250707 ... 19595 19725 AD
100 100 AD2603 20250707 ... 19465 19690 AD
101 101 AD2604 20250707 ... 19670 19670 AD
102 102 AD2605 20250707 ... 19455 19570 AD
103 103 AD2606 20250707 ... 19495 19495 AD
104 104 AU2507 20250707 ... 770.7 771.62 AU
105 105 AU2508 20250707 ... 770.94 773.28 AU
106 106 AU2509 20250707 ... 771.38 774.44 AU
107 107 AU2510 20250707 ... 772.92 775.52 AU
108 108 AU2512 20250707 ... 774.38 777.5 AU
109 109 AU2602 20250707 ... 776.44 779.54 AU
110 110 AU2604 20250707 ... 778.1 781.36 AU
111 111 AU2606 20250707 ... 780.28 783.5 AU
112 112 AG2507 20250707 ... 8881 8909 AG
113 113 AG2508 20250707 ... 8908 8917 AG
114 114 AG2509 20250707 ... 8917 8930 AG
115 115 AG2510 20250707 ... 8933 8944 AG
116 116 AG2511 20250707 ... 8939 8952 AG
117 117 AG2512 20250707 ... 8949 8961 AG
118 118 AG2601 20250707 ... 8963 8973 AG
119 119 AG2602 20250707 ... 8972 8984 AG
120 120 AG2603 20250707 ... 8979 8995 AG
121 121 AG2604 20250707 ... 8993 9007 AG
122 122 AG2605 20250707 ... 9001 9017 AG
123 123 AG2606 20250707 ... 9019 9031 AG
124 124 RB2507 20250707 ... 3082 3078 RB
125 125 RB2508 20250707 ... 3027 3042 RB
126 126 RB2509 20250707 ... 3032 3048 RB
127 127 RB2510 20250707 ... 3067 3082 RB
128 128 RB2511 20250707 ... 3080 3094 RB
129 129 RB2512 20250707 ... 3094 3106 RB
130 130 RB2601 20250707 ... 3086 3100 RB
131 131 RB2602 20250707 ... 3071 3087 RB
132 132 RB2603 20250707 ... 3077 3090 RB
133 133 RB2604 20250707 ... 3075 3097 RB
134 134 RB2605 20250707 ... 3094 3109 RB
135 135 RB2606 20250707 ... 3100 3114 RB
136 136 WR2507 20250707 ... 3356 3356 WR
137 137 WR2508 20250707 ... 3378 3378 WR
138 138 WR2509 20250707 ... 3251 3251 WR
139 139 WR2510 20250707 ... 3305 3343 WR
140 140 WR2511 20250707 ... 3365 3365 WR
141 141 WR2512 20250707 ... 3362 3362 WR
142 142 WR2601 20250707 ... 3245 3329 WR
143 143 WR2602 20250707 ... 3396 3396 WR
144 144 WR2603 20250707 ... 3387 3387 WR
145 145 WR2604 20250707 ... 3392 3392 WR
146 146 WR2605 20250707 ... 3370 3370 WR
147 147 WR2606 20250707 ... 3268 3352 WR
148 148 HC2507 20250707 ... 3195 3195 HC
149 149 HC2508 20250707 ... 3202 3222 HC
150 150 HC2509 20250707 ... 3205 3220 HC
151 151 HC2510 20250707 ... 3193 3211 HC
152 152 HC2511 20250707 ... 3198 3215 HC
153 153 HC2512 20250707 ... 3199 3219 HC
154 154 HC2601 20250707 ... 3201 3219 HC
155 155 HC2602 20250707 ... 3213 3222 HC
156 156 HC2603 20250707 ... 3210 3225 HC
157 157 HC2604 20250707 ... 3208 3233 HC
158 158 HC2605 20250707 ... 3203 3221 HC
159 159 HC2606 20250707 ... 3220 3229 HC
160 160 SS2507 20250707 ... 12525 12640 SS
161 161 SS2508 20250707 ... 12660 12760 SS
162 162 SS2509 20250707 ... 12610 12705 SS
163 163 SS2510 20250707 ... 12595 12685 SS
164 164 SS2511 20250707 ... 12620 12705 SS
165 165 SS2512 20250707 ... 12645 12725 SS
166 166 SS2601 20250707 ... 12685 12765 SS
167 167 SS2602 20250707 ... 12740 12775 SS
168 168 SS2603 20250707 ... 12770 12830 SS
169 169 SS2604 20250707 ... 12780 12865 SS
170 170 SS2605 20250707 ... 12820 12905 SS
171 171 SS2606 20250707 ... 12840 12930 SS
172 172 SC2508 20250707 ... 501.3 506.4 SC
173 173 SC2509 20250707 ... 496.9 501.1 SC
174 174 SC2510 20250707 ... 490.6 494.8 SC
175 175 SC2511 20250707 ... 485.9 489.4 SC
176 176 SC2512 20250707 ... 482.5 486 SC
177 177 SC2601 20250707 ... 480.5 482.8 SC
178 178 SC2602 20250707 ... 478.5 480.5 SC
179 179 SC2603 20250707 ... 474.4 477.4 SC
180 180 SC2604 20250707 ... 473.4 476.6 SC
181 181 SC2605 20250707 ... 473.1 473.1 SC
182 182 SC2606 20250707 ... 470.9 473.7 SC
183 183 SC2607 20250707 ... 471.9 475.9 SC
184 184 SC2609 20250707 ... 468 471.5 SC
185 185 SC2612 20250707 ... 465.1 465.1 SC
186 186 SC2703 20250707 ... 466.2 467.6 SC
187 187 SC2706 20250707 ... 464.3 464.2 SC
188 188 SC2709 20250707 ... 464 464 SC
189 189 SC2712 20250707 ... 461 465.8 SC
190 190 SC2803 20250707 ... 461.5 464.7 SC
191 191 SC2806 20250707 ... 461.3 463.8 SC
192 192 LU2508 20250707 ... 3617 3643 LU
193 193 LU2509 20250707 ... 3602 3636 LU
194 194 LU2510 20250707 ... 3573 3605 LU
195 195 LU2511 20250707 ... 3545 3571 LU
196 196 LU2512 20250707 ... 3501 3532 LU
197 197 LU2601 20250707 ... 3488 3527 LU
198 198 LU2602 20250707 ... 3475 3518 LU
199 199 LU2603 20250707 ... 3475 3489 LU
200 200 LU2604 20250707 ... 3425 3459 LU
201 201 LU2605 20250707 ... 3413 3447 LU
202 202 LU2606 20250707 ... 3398 3444 LU
203 203 LU2607 20250707 ... 3403 3425 LU
204 204 FU2508 20250707 ... 2906 2939 FU
205 205 FU2509 20250707 ... 2940 2977 FU
206 206 FU2510 20250707 ... 2907 2936 FU
207 207 FU2511 20250707 ... 2881 2907 FU
208 208 FU2512 20250707 ... 2848 2872 FU
209 209 FU2601 20250707 ... 2838 2864 FU
210 210 FU2602 20250707 ... 2829 2852 FU
211 211 FU2603 20250707 ... 2813 2837 FU
212 212 FU2604 20250707 ... 2797 2822 FU
213 213 FU2605 20250707 ... 2785 2809 FU
214 214 FU2606 20250707 ... 2775 2797 FU
215 215 FU2607 20250707 ... 2762 2785 FU
216 216 BU2507 20250707 ... 3615 3628 BU
217 217 BU2508 20250707 ... 3589 3608 BU
218 218 BU2509 20250707 ... 3562 3588 BU
219 219 BU2510 20250707 ... 3512 3536 BU
220 220 BU2511 20250707 ... 3444 3470 BU
221 221 BU2512 20250707 ... 3369 3391 BU
222 222 BU2601 20250707 ... 3328 3351 BU
223 223 BU2602 20250707 ... 3319 3322 BU
224 224 BU2603 20250707 ... 3305 3333 BU
225 225 BU2604 20250707 ... 3299 3313 BU
226 226 BU2605 20250707 ... 3288 3305 BU
227 227 BU2606 20250707 ... 3279 3292 BU
228 228 BU2609 20250707 ... 3270 3270 BU
229 229 BU2612 20250707 ... 3226 3235 BU
230 230 BU2703 20250707 ... 3223 3235 BU
231 231 BU2706 20250707 ... 3227 3227 BU
232 232 BR2507 20250707 ... 11160 11350 BR
233 233 BR2508 20250707 ... 11030 11270 BR
234 234 BR2509 20250707 ... 10965 11185 BR
235 235 BR2510 20250707 ... 10935 11150 BR
236 236 BR2511 20250707 ... 10920 11140 BR
237 237 BR2512 20250707 ... 10910 11140 BR
238 238 BR2601 20250707 ... 10920 11125 BR
239 239 BR2602 20250707 ... 10910 11115 BR
240 240 BR2603 20250707 ... 10900 11095 BR
241 241 BR2604 20250707 ... 10895 11150 BR
242 242 BR2605 20250707 ... 10925 11125 BR
243 243 BR2606 20250707 ... 10960 11155 BR
244 244 RU2507 20250707 ... 13845 13985 RU
245 245 RU2508 20250707 ... 13915 14045 RU
246 246 RU2509 20250707 ... 13935 14075 RU
247 247 RU2510 20250707 ... 13950 14095 RU
248 248 RU2511 20250707 ... 13955 14075 RU
249 249 RU2601 20250707 ... 14805 14935 RU
250 250 RU2603 20250707 ... 14820 14935 RU
251 251 RU2604 20250707 ... 14845 14975 RU
252 252 RU2605 20250707 ... 14870 15005 RU
253 253 RU2606 20250707 ... 14950 14950 RU
254 254 NR2507 20250707 ... 11960 12145 NR
255 255 NR2508 20250707 ... 12005 12180 NR
256 256 NR2509 20250707 ... 11995 12160 NR
257 257 NR2510 20250707 ... 12005 12155 NR
258 258 NR2511 20250707 ... 12005 12165 NR
259 259 NR2512 20250707 ... 12030 12195 NR
260 260 NR2601 20250707 ... 12055 12185 NR
261 261 NR2602 20250707 ... 12075 12235 NR
262 262 NR2603 20250707 ... 12070 12195 NR
263 263 NR2604 20250707 ... 12065 12195 NR
264 264 NR2605 20250707 ... 12105 12230 NR
265 265 NR2606 20250707 ... 12260 12260 NR
266 266 SP2507 20250707 ... 5044 5060 SP
267 267 SP2508 20250707 ... 5062 5068 SP
268 268 SP2509 20250707 ... 5080 5080 SP
269 269 SP2510 20250707 ... 5092 5090 SP
270 270 SP2511 20250707 ... 5080 5078 SP
271 271 SP2512 20250707 ... 5078 5072 SP
272 272 SP2601 20250707 ... 5284 5294 SP
273 273 SP2602 20250707 ... 5224 5220 SP
274 274 SP2603 20250707 ... 5222 5232 SP
275 275 SP2604 20250707 ... 5230 5224 SP
276 276 SP2605 20250707 ... 5226 5244 SP
277 277 SP2606 20250707 ... 5236 5226 SP
278 278 EC2508 20250707 ... 1872.2 1892.3 EC
279 279 EC2510 20250707 ... 1341.2 1362.4 EC
280 280 EC2512 20250707 ... 1518.9 1526.7 EC
281 281 EC2602 20250707 ... 1326.2 1326.5 EC
282 282 EC2604 20250707 ... 1163.3 1165.2 EC
283 283 EC2606 20250707 ... 1314.7 1312.5 EC
284 284 SC_TAS2508 20250707 ... SC_TAS
285 285 SC_TAS2509 20250707 ... SC_TAS
286 286 SC_TAS2510 20250707 ... SC_TAS
287 287 SC_TAS2511 20250707 ... SC_TAS
[288 rows x 13 columns]
2025-07-07 18:26:13,296 - future_1d - INFO - ak.get_shfe_daily('2025-07-07') done
symbol date open high ... turnover settle pre_settle variety
0 SC2508 20250707 501.6 505.6 ... 6692519.93 501.3 506.4 SC
1 SC2509 20250707 497.4 500.9 ... 1209278.78 496.9 501.1 SC
2 SC2510 20250707 491.8 494.6 ... 187003.4 490.6 494.8 SC
3 SC2511 20250707 486.6 489.3 ... 22644.28 485.9 489.4 SC
4 SC2512 20250707 483.7 485.8 ... 12595 482.5 486 SC
5 SC2601 20250707 482 482.8 ... 8264.69 480.5 482.8 SC
6 SC2602 20250707 478.8 480.9 ... 5694.36 478.5 480.5 SC
7 SC2603 20250707 472.2 475.4 ... 2562.08 474.4 477.4 SC
8 SC2604 20250707 473.6 473.6 ... 236.7 473.4 476.6 SC
9 SC2605 20250707 ... 0 473.1 473.1 SC
10 SC2606 20250707 472.1 472.2 ... 565.19 470.9 473.7 SC
11 SC2607 20250707 ... 0 471.9 475.9 SC
12 SC2609 20250707 469.3 469.3 ... 140.4 468 471.5 SC
13 SC2612 20250707 ... 0 465.1 465.1 SC
14 SC2703 20250707 468 468 ... 233.14 466.2 467.6 SC
15 SC2706 20250707 463.6 467 ... 185.75 464.3 464.2 SC
16 SC2709 20250707 ... 0 464 464 SC
17 SC2712 20250707 461 461 ... 46.1 461 465.8 SC
18 SC2803 20250707 461.4 461.7 ... 138.45 461.5 464.7 SC
19 SC2806 20250707 462.8 462.8 ... 276.78 461.3 463.8 SC
21 LU2508 20250707 3626 3640 ... 10808.435 3617 3643 LU
22 LU2509 20250707 3599 3627 ... 231604.198 3602 3636 LU
23 LU2510 20250707 3578 3597 ... 72674.591 3573 3605 LU
24 LU2511 20250707 3544 3565 ... 3382.013 3545 3571 LU
25 LU2512 20250707 3523 3523 ... 73.539 3501 3532 LU
26 LU2601 20250707 3501 3505 ... 132.551 3488 3527 LU
27 LU2602 20250707 3469 3482 ... 6.951 3475 3518 LU
28 LU2603 20250707 ... 0 3475 3489 LU
29 LU2604 20250707 3424 3426 ... 6.85 3425 3459 LU
30 LU2605 20250707 3412 3426 ... 27.31 3413 3447 LU
31 LU2606 20250707 3398 3398 ... 3.398 3398 3444 LU
32 LU2607 20250707 3405 3405 ... 10.211 3403 3425 LU
34 NR2507 20250707 12010 12090 ... 7176.75 11960 12145 NR
35 NR2508 20250707 12085 12095 ... 846431.395 12005 12180 NR
36 NR2509 20250707 12070 12085 ... 504155.71 11995 12160 NR
37 NR2510 20250707 12070 12090 ... 68792.105 12005 12155 NR
38 NR2511 20250707 12040 12090 ... 4983.63 12005 12165 NR
39 NR2512 20250707 12025 12100 ... 1672.25 12030 12195 NR
40 NR2601 20250707 12070 12125 ... 9210.315 12055 12185 NR
41 NR2602 20250707 12085 12085 ... 36.235 12075 12235 NR
42 NR2603 20250707 12060 12085 ... 84.49 12070 12195 NR
43 NR2604 20250707 12065 12075 ... 48.27 12065 12195 NR
44 NR2605 20250707 12150 12150 ... 84.74 12105 12230 NR
45 NR2606 20250707 ... 0 12260 12260 NR
47 BC2507 20250707 ... 0 70600 71300 BC
48 BC2508 20250707 71060 71170 ... 130500.34 70770 71430 BC
49 BC2509 20250707 70930 71030 ... 8577.72 70590 71380 BC
50 BC2510 20250707 70980 70980 ... 35.49 70980 71250 BC
51 BC2511 20250707 ... 0 71800 71800 BC
52 BC2512 20250707 ... 0 70700 70950 BC
53 BC2601 20250707 ... 0 71130 71130 BC
54 BC2602 20250707 ... 0 69410 69410 BC
55 BC2603 20250707 ... 0 69290 69290 BC
56 BC2604 20250707 ... 0 70800 71340 BC
57 BC2605 20250707 ... 0 70970 71340 BC
58 BC2606 20250707 70490 70490 ... 35.245 70490 69700 BC
60 EC2508 20250707 1860 1896 ... 197359.7185 1872.2 1892.3 EC
61 EC2510 20250707 1313 1353 ... 50665.5525 1341.2 1362.4 EC
62 EC2512 20250707 1540 1540 ... 8855.7095 1518.9 1526.7 EC
63 EC2602 20250707 1310.3 1340 ... 2393.9695 1326.2 1326.5 EC
64 EC2604 20250707 1166.5 1170 ... 2955.0315 1163.3 1165.2 EC
65 EC2606 20250707 1301.1 1321 ... 440.4575 1314.7 1312.5 EC
68 SC_TAS2508 20250707 ... SC_TAS
69 SC_TAS2509 20250707 ... SC_TAS
70 SC_TAS2510 20250707 ... SC_TAS
71 SC_TAS2511 20250707 ... SC_TAS
[66 rows x 12 columns]
2025-07-07 18:26:13,365 - future_1d - INFO - ak.get_ine_daily('2025-07-07') done
symbol date open ... settle pre_settle variety
0 IC2507 20250707 5870.200 ... 5862.800 5870.000 IC
1 IC2508 20250707 5817.000 ... 5805.800 5812.400 IC
2 IC2509 20250707 5757.000 ... 5751.400 5760.000 IC
3 IC2512 20250707 5638.000 ... 5625.200 5635.000 IC
4 IF2507 20250707 3963.000 ... 3946.400 3957.400 IF
5 IF2508 20250707 3940.400 ... 3929.000 3938.000 IF
6 IF2509 20250707 3932.200 ... 3919.400 3930.000 IF
7 IF2512 20250707 3889.800 ... 3883.200 3892.200 IF
8 IH2507 20250707 2719.000 ... 2714.800 2717.400 IH
9 IH2508 20250707 2710.800 ... 2709.600 2710.600 IH
10 IH2509 20250707 2712.000 ... 2709.000 2711.200 IH
11 IH2512 20250707 2714.000 ... 2708.800 2709.400 IH
12 IM2507 20250707 6264.000 ... 6269.200 6259.200 IM
13 IM2508 20250707 6173.200 ... 6191.200 6184.400 IM
14 IM2509 20250707 6100.000 ... 6112.800 6107.200 IM
15 IM2512 20250707 5928.000 ... 5926.800 5929.600 IM
16 T2509 20250707 109.125 ... 109.105 109.110 T
17 T2512 20250707 109.210 ... 109.190 109.195 T
18 T2603 20250707 109.190 ... 109.155 109.170 T
19 TF2509 20250707 106.270 ... 106.220 106.250 TF
20 TF2512 20250707 106.335 ... 106.305 106.335 TF
21 TF2603 20250707 106.420 ... 106.340 106.380 TF
22 TL2509 20250707 121.250 ... 121.190 121.200 TL
23 TL2512 20250707 121.060 ... 121.070 121.070 TL
24 TL2603 20250707 120.950 ... 120.880 120.880 TL
25 TS2509 20250707 102.512 ... 102.496 102.508 TS
26 TS2512 20250707 102.640 ... 102.618 102.632 TS
27 TS2603 20250707 102.740 ... 102.728 102.742 TS
[28 rows x 12 columns]
2025-07-07 18:26:13,485 - future_1d - INFO - ak.get_cffex_daily('2025-07-07') done
symbol date open ... settle pre_settle variety
0 a2507 20250707 4170.00 ... 4156.00 4190.00 A
1 a2509 20250707 4103.00 ... 4091.00 4133.00 A
2 a2511 20250707 4050.00 ... 4040.00 4067.00 A
3 a2601 20250707 4039.00 ... 4022.00 4048.00 A
4 a2603 20250707 4031.00 ... 4014.00 4036.00 A
5 a2605 20250707 4053.00 ... 4049.00 4072.00 A
6 b2507 20250707 0.00 ... 3550.00 3550.00 B
7 b2508 20250707 3536.00 ... 3533.00 3555.00 B
8 b2509 20250707 3591.00 ... 3579.00 3603.00 B
9 b2510 20250707 3646.00 ... 3626.00 3655.00 B
10 b2511 20250707 3659.00 ... 3642.00 3670.00 B
11 b2512 20250707 3683.00 ... 3670.00 3689.00 B
12 b2601 20250707 3663.00 ... 3655.00 3674.00 B
13 b2602 20250707 3631.00 ... 3628.00 3652.00 B
14 b2603 20250707 3545.00 ... 3543.00 3567.00 B
15 b2604 20250707 3450.00 ... 3449.00 3465.00 B
16 b2605 20250707 3383.00 ... 3382.00 3391.00 B
17 b2606 20250707 3380.00 ... 3380.00 3386.00 B
18 bb2509 20250707 153.30 ... 153.70 153.20 BB
19 bb2511 20250707 154.60 ... 156.65 154.90 BB
20 bb2601 20250707 155.55 ... 155.35 155.25 BB
21 bb2603 20250707 0.00 ... 164.80 164.70 BB
22 bb2605 20250707 0.00 ... 164.80 164.70 BB
23 c2507 20250707 2337.00 ... 2335.00 2337.00 C
24 c2509 20250707 2351.00 ... 2337.00 2358.00 C
25 c2511 20250707 2301.00 ... 2292.00 2304.00 C
26 c2601 20250707 2261.00 ... 2257.00 2264.00 C
27 c2603 20250707 2260.00 ... 2255.00 2259.00 C
28 c2605 20250707 2294.00 ... 2289.00 2294.00 C
29 cs2507 20250707 0.00 ... 2729.00 2729.00 CS
30 cs2509 20250707 2717.00 ... 2692.00 2727.00 CS
31 cs2511 20250707 2658.00 ... 2642.00 2666.00 CS
32 cs2601 20250707 2656.00 ... 2642.00 2663.00 CS
33 cs2603 20250707 2641.00 ... 2627.00 2648.00 CS
34 cs2605 20250707 2675.00 ... 2669.00 2684.00 CS
35 eb2507 20250707 0.00 ... 7539.00 7539.00 EB
36 eb2508 20250707 7335.00 ... 7354.00 7357.00 EB
37 eb2509 20250707 7233.00 ... 7262.00 7273.00 EB
38 eb2510 20250707 7153.00 ... 7178.00 7190.00 EB
39 eb2511 20250707 7093.00 ... 7103.00 7113.00 EB
40 eb2512 20250707 7066.00 ... 7064.00 7082.00 EB
41 eb2601 20250707 7052.00 ... 7061.00 7085.00 EB
42 eb2602 20250707 7081.00 ... 7088.00 7106.00 EB
43 eb2603 20250707 7116.00 ... 7102.00 7131.00 EB
44 eb2604 20250707 7103.00 ... 7082.00 7122.00 EB
45 eb2605 20250707 7093.00 ... 7088.00 7111.00 EB
46 eb2606 20250707 7103.00 ... 7080.00 7037.00 EB
47 eg2507 20250707 0.00 ... 4226.00 4226.00 EG
48 eg2508 20250707 4263.00 ... 4266.00 4274.00 EG
49 eg2509 20250707 4288.00 ... 4282.00 4293.00 EG
50 eg2510 20250707 4294.00 ... 4290.00 4305.00 EG
51 eg2511 20250707 4300.00 ... 4298.00 4321.00 EG
52 eg2512 20250707 4318.00 ... 4308.00 4327.00 EG
53 eg2601 20250707 4319.00 ... 4314.00 4325.00 EG
54 eg2602 20250707 4328.00 ... 4319.00 4337.00 EG
55 eg2603 20250707 4319.00 ... 4318.00 4326.00 EG
56 eg2604 20250707 0.00 ... 4330.00 4330.00 EG
57 eg2605 20250707 4326.00 ... 4325.00 4352.00 EG
58 eg2606 20250707 0.00 ... 4357.00 4357.00 EG
59 fb2507 20250707 0.00 ... 1341.50 1341.50 FB
60 fb2508 20250707 1331.50 ... 1331.00 1331.50 FB
61 fb2509 20250707 1308.50 ... 1309.00 1312.50 FB
62 fb2510 20250707 1327.50 ... 1327.50 1326.00 FB
63 fb2511 20250707 1327.50 ... 1325.00 1324.50 FB
64 fb2512 20250707 1326.50 ... 1324.00 1326.50 FB
65 fb2601 20250707 1306.00 ... 1306.00 1312.00 FB
66 fb2602 20250707 0.00 ... 1295.50 1295.50 FB
67 fb2603 20250707 0.00 ... 1313.50 1313.50 FB
68 fb2604 20250707 0.00 ... 1310.50 1310.50 FB
69 fb2605 20250707 0.00 ... 1292.50 1292.50 FB
70 fb2606 20250707 0.00 ... 1292.50 1292.50 FB
71 i2507 20250707 720.00 ... 729.50 768.00 I
72 i2508 20250707 735.50 ... 737.00 740.50 I
73 i2509 20250707 732.00 ... 732.00 736.00 I
74 i2510 20250707 726.50 ... 725.50 729.00 I
75 i2511 20250707 719.50 ... 720.00 723.00 I
76 i2512 20250707 714.50 ... 713.00 717.00 I
77 i2601 20250707 705.00 ... 706.50 710.00 I
78 i2602 20250707 705.50 ... 704.50 708.00 I
79 i2603 20250707 702.00 ... 700.50 704.50 I
80 i2604 20250707 695.50 ... 696.50 699.50 I
81 i2605 20250707 689.50 ... 688.50 692.50 I
82 i2606 20250707 685.00 ... 683.50 687.00 I
83 j2507 20250707 0.00 ... 1304.50 1304.50 J
84 j2508 20250707 1395.00 ... 1391.00 1405.50 J
85 j2509 20250707 1433.00 ... 1422.50 1436.00 J
86 j2510 20250707 1448.00 ... 1440.50 1454.50 J
87 j2511 20250707 1447.00 ... 1450.00 1464.50 J
88 j2512 20250707 1452.00 ... 1452.00 1473.50 J
89 j2601 20250707 1466.50 ... 1464.00 1479.00 J
90 j2602 20250707 0.00 ... 1481.50 1481.50 J
91 j2603 20250707 0.00 ... 1522.50 1522.50 J
92 j2604 20250707 0.00 ... 1499.50 1499.50 J
93 j2605 20250707 1509.50 ... 1504.50 1521.50 J
94 j2606 20250707 0.00 ... 1528.00 1528.00 J
95 jd2507 20250707 2828.00 ... 2814.00 2872.00 JD
96 jd2508 20250707 3532.00 ... 3491.00 3583.00 JD
97 jd2509 20250707 3636.00 ... 3609.00 3697.00 JD
98 jd2510 20250707 3400.00 ... 3375.00 3422.00 JD
99 jd2511 20250707 3408.00 ... 3420.00 3428.00 JD
100 jd2512 20250707 3577.00 ... 3575.00 3583.00 JD
101 jd2601 20250707 3645.00 ... 3629.00 3634.00 JD
102 jd2602 20250707 3198.00 ... 3197.00 3204.00 JD
103 jd2603 20250707 3207.00 ... 3203.00 3208.00 JD
104 jd2604 20250707 3330.00 ... 3336.00 3332.00 JD
105 jd2605 20250707 3405.00 ... 3404.00 3405.00 JD
106 jd2606 20250707 3250.00 ... 3258.00 3260.00 JD
107 jm2507 20250707 800.00 ... 800.00 841.00 JM
108 jm2508 20250707 794.00 ... 793.50 805.00 JM
109 jm2509 20250707 836.00 ... 836.50 850.00 JM
110 jm2510 20250707 855.50 ... 854.50 867.50 JM
111 jm2511 20250707 868.00 ... 866.50 881.00 JM
112 jm2512 20250707 881.50 ... 878.50 894.00 JM
113 jm2601 20250707 883.00 ... 885.50 905.00 JM
114 jm2602 20250707 901.00 ... 896.00 913.00 JM
115 jm2603 20250707 898.50 ... 897.00 913.50 JM
116 jm2604 20250707 908.00 ... 908.50 924.00 JM
117 jm2605 20250707 916.50 ... 917.00 934.00 JM
118 jm2606 20250707 924.50 ... 926.50 940.50 JM
119 l2507 20250707 7270.00 ... 7291.00 7328.00 L
120 l2508 20250707 7297.00 ... 7257.00 7313.00 L
121 l2509 20250707 7272.00 ... 7250.00 7308.00 L
122 l2510 20250707 7262.00 ... 7241.00 7296.00 L
123 l2511 20250707 7256.00 ... 7240.00 7296.00 L
124 l2512 20250707 7264.00 ... 7233.00 7289.00 L
125 l2601 20250707 7232.00 ... 7220.00 7272.00 L
126 l2602 20250707 7219.00 ... 7210.00 7245.00 L
127 l2603 20250707 7219.00 ... 7214.00 7271.00 L
128 l2604 20250707 0.00 ... 7291.00 7291.00 L
129 l2605 20250707 7219.00 ... 7201.00 7266.00 L
130 l2606 20250707 7274.00 ... 7215.00 7265.00 L
131 lg2507 20250707 821.00 ... 823.00 828.50 LG
132 lg2509 20250707 791.00 ... 788.50 794.00 LG
133 lg2511 20250707 786.00 ... 784.00 787.00 LG
134 lg2601 20250707 786.50 ... 784.00 786.00 LG
135 lg2603 20250707 787.50 ... 786.50 787.00 LG
136 lg2605 20250707 789.50 ... 787.50 790.50 LG
137 lh2507 20250707 13925.00 ... 13970.00 13935.00 LH
138 lh2509 20250707 14250.00 ... 14255.00 14340.00 LH
139 lh2511 20250707 13655.00 ... 13720.00 13730.00 LH
140 lh2601 20250707 13750.00 ... 13800.00 13820.00 LH
141 lh2603 20250707 12980.00 ... 13000.00 13010.00 LH
142 lh2605 20250707 13145.00 ... 13180.00 13165.00 LH
143 m2507 20250707 2820.00 ... 2808.00 2806.00 M
144 m2508 20250707 2934.00 ... 2929.00 2942.00 M
145 m2509 20250707 2954.00 ... 2948.00 2962.00 M
146 m2511 20250707 2992.00 ... 2984.00 3000.00 M
147 m2512 20250707 3023.00 ... 3021.00 3030.00 M
148 m2601 20250707 3007.00 ... 3002.00 3012.00 M
149 m2603 20250707 2864.00 ... 2861.00 2865.00 M
150 m2605 20250707 2711.00 ... 2710.00 2718.00 M
151 p2507 20250707 0.00 ... 8468.00 8468.00 P
152 p2508 20250707 8464.00 ... 8470.00 8502.00 P
153 p2509 20250707 8450.00 ... 8446.00 8492.00 P
154 p2510 20250707 8466.00 ... 8452.00 8500.00 P
155 p2511 20250707 8462.00 ... 8450.00 8498.00 P
156 p2512 20250707 8460.00 ... 8450.00 8494.00 P
157 p2601 20250707 8452.00 ... 8454.00 8498.00 P
158 p2602 20250707 8418.00 ... 8446.00 8490.00 P
159 p2603 20250707 8394.00 ... 8416.00 8430.00 P
160 p2604 20250707 8366.00 ... 8374.00 8384.00 P
161 p2605 20250707 8312.00 ... 8324.00 8360.00 P
162 p2606 20250707 8300.00 ... 8312.00 8334.00 P
163 pg2507 20250707 0.00 ... 4205.00 4205.00 PG
164 pg2508 20250707 4176.00 ... 4179.00 4215.00 PG
165 pg2509 20250707 4089.00 ... 4078.00 4108.00 PG
166 pg2510 20250707 4472.00 ... 4477.00 4489.00 PG
167 pg2511 20250707 4391.00 ... 4393.00 4403.00 PG
168 pg2512 20250707 4328.00 ... 4315.00 4331.00 PG
169 pg2601 20250707 4237.00 ... 4232.00 4252.00 PG
170 pg2602 20250707 4156.00 ... 4158.00 4177.00 PG
171 pg2603 20250707 4081.00 ... 4072.00 4096.00 PG
172 pg2604 20250707 4374.00 ... 4369.00 4383.00 PG
173 pg2605 20250707 4269.00 ... 4267.00 4274.00 PG
174 pg2606 20250707 4204.00 ... 4205.00 4204.00 PG
175 pp2507 20250707 7050.00 ... 7051.00 7080.00 PP
176 pp2508 20250707 7058.00 ... 7057.00 7089.00 PP
177 pp2509 20250707 7074.00 ... 7059.00 7091.00 PP
178 pp2510 20250707 7059.00 ... 7030.00 7065.00 PP
179 pp2511 20250707 7055.00 ... 7028.00 7059.00 PP
180 pp2512 20250707 7052.00 ... 7030.00 7057.00 PP
181 pp2601 20250707 7042.00 ... 7023.00 7053.00 PP
182 pp2602 20250707 7020.00 ... 7015.00 7034.00 PP
183 pp2603 20250707 7018.00 ... 7004.00 7032.00 PP
184 pp2604 20250707 7019.00 ... 7015.00 7051.00 PP
185 pp2605 20250707 7016.00 ... 7009.00 7043.00 PP
186 pp2606 20250707 0.00 ... 7011.00 7036.00 PP
187 rr2507 20250707 0.00 ... 3578.00 3578.00 RR
188 rr2508 20250707 3582.00 ... 3585.00 3552.00 RR
189 rr2509 20250707 3602.00 ... 3598.00 3601.00 RR
190 rr2510 20250707 3609.00 ... 3611.00 3602.00 RR
191 rr2511 20250707 3610.00 ... 3606.00 3600.00 RR
192 rr2512 20250707 0.00 ... 3604.00 3599.00 RR
193 rr2601 20250707 3602.00 ... 3604.00 3602.00 RR
194 rr2602 20250707 3609.00 ... 3614.00 3609.00 RR
195 rr2603 20250707 3612.00 ... 3614.00 3612.00 RR
196 rr2604 20250707 3616.00 ... 3619.00 3614.00 RR
197 rr2605 20250707 3610.00 ... 3617.00 3613.00 RR
198 rr2606 20250707 3604.00 ... 3609.00 3606.00 RR
199 v2507 20250707 4837.00 ... 4818.00 4849.00 V
200 v2508 20250707 4872.00 ... 4855.00 4880.00 V
201 v2509 20250707 4905.00 ... 4891.00 4919.00 V
202 v2510 20250707 4936.00 ... 4917.00 4947.00 V
203 v2511 20250707 4954.00 ... 4948.00 4967.00 V
204 v2512 20250707 4981.00 ... 4978.00 5002.00 V
205 v2601 20250707 5000.00 ... 4989.00 5024.00 V
206 v2602 20250707 5018.00 ... 5004.00 5040.00 V
207 v2603 20250707 5032.00 ... 5029.00 5064.00 V
208 v2604 20250707 5186.00 ... 5169.00 5192.00 V
209 v2605 20250707 5184.00 ... 5190.00 5211.00 V
210 v2606 20250707 5212.00 ... 5199.00 5213.00 V
211 y2507 20250707 0.00 ... 8038.00 8038.00 Y
212 y2508 20250707 7920.00 ... 7894.00 7964.00 Y
213 y2509 20250707 7936.00 ... 7896.00 7968.00 Y
214 y2511 20250707 7958.00 ... 7920.00 7990.00 Y
215 y2512 20250707 7972.00 ... 7956.00 8014.00 Y
216 y2601 20250707 7930.00 ... 7896.00 7958.00 Y
217 y2603 20250707 7812.00 ... 7800.00 7850.00 Y
218 y2605 20250707 7628.00 ... 7602.00 7640.00 Y
[219 rows x 12 columns]
2025-07-07 18:26:14,348 - future_1d - INFO - ak.get_dce_daily('2025-07-07') done
2025-07-07 18:26:16,087 - future_1d - INFO - save future_daily 2025-07-07 completed