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]
2025-07-08 20:15:49,662 - future_1d - INFO - ak.get_dce_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]
2025-07-08 20:15:49,731 - future_1d - INFO - ak.get_ine_daily('2025-07-04') done
2025-07-08 20:15:51,472 - 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]
2025-07-08 20:16:00,809 - future_1d - INFO - ak.get_gfex_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]
2025-07-08 20:16:00,986 - future_1d - INFO - ak.get_shfe_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]
2025-07-08 20:16:01,166 - future_1d - INFO - ak.get_cffex_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]
2025-07-08 20:16:01,441 - future_1d - INFO - ak.get_czce_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]
2025-07-08 20:16:02,323 - future_1d - INFO - ak.get_dce_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]
2025-07-08 20:16:02,797 - future_1d - INFO - ak.get_ine_daily('2025-07-07') done
2025-07-08 20:16:04,520 - future_1d - INFO - save future_daily 2025-07-07 completed
symbol date open ... settle pre_settle variety
0 PS2507 20250708 36465.0 ... 37535.0 36475.0 PS
1 PS2508 20250708 36505.0 ... 37390.0 35875.0 PS
2 PS2509 20250708 36395.0 ... 37220.0 35645.0 PS
3 PS2510 20250708 35855.0 ... 37130.0 35500.0 PS
4 PS2511 20250708 36100.0 ... 36950.0 35430.0 PS
5 PS2512 20250708 38600.0 ... 39675.0 37900.0 PS
6 PS2601 20250708 38310.0 ... 39670.0 37710.0 PS
7 PS2602 20250708 38025.0 ... 39890.0 37740.0 PS
8 PS2603 20250708 38010.0 ... 39660.0 37710.0 PS
9 PS2604 20250708 38020.0 ... 39050.0 37245.0 PS
10 PS2605 20250708 37955.0 ... 38930.0 37265.0 PS
11 PS2606 20250708 38950.0 ... 40130.0 38355.0 PS
13 SI2507 20250708 8010.0 ... 8035.0 8010.0 SI
14 SI2508 20250708 8050.0 ... 8170.0 8000.0 SI
15 SI2509 20250708 8060.0 ... 8195.0 7990.0 SI
16 SI2510 20250708 8025.0 ... 8195.0 7965.0 SI
17 SI2511 20250708 7990.0 ... 8130.0 7925.0 SI
18 SI2512 20250708 8270.0 ... 8460.0 8240.0 SI
19 SI2601 20250708 8235.0 ... 8415.0 8200.0 SI
20 SI2602 20250708 8245.0 ... 8425.0 8215.0 SI
21 SI2603 20250708 8210.0 ... 8440.0 8210.0 SI
22 SI2604 20250708 8235.0 ... 8450.0 8180.0 SI
23 SI2605 20250708 8270.0 ... 8390.0 8190.0 SI
24 SI2606 20250708 8240.0 ... 8365.0 8205.0 SI
27 LC2507 20250708 63820.0 ... 64320.0 63820.0 LC
28 LC2508 20250708 64280.0 ... 64600.0 63700.0 LC
29 LC2509 20250708 63860.0 ... 64300.0 63440.0 LC
30 LC2510 20250708 63620.0 ... 64180.0 63300.0 LC
31 LC2511 20250708 63480.0 ... 63940.0 63160.0 LC
32 LC2512 20250708 63740.0 ... 64160.0 63340.0 LC
33 LC2601 20250708 63500.0 ... 64200.0 63480.0 LC
34 LC2602 20250708 63760.0 ... 64200.0 63480.0 LC
35 LC2603 20250708 63780.0 ... 64200.0 63500.0 LC
36 LC2604 20250708 64220.0 ... 64540.0 63860.0 LC
37 LC2605 20250708 64120.0 ... 64600.0 63960.0 LC
38 LC2606 20250708 64260.0 ... 64620.0 63920.0 LC
[36 rows x 12 columns]
2025-07-08 20:16:09,298 - future_1d - INFO - ak.get_gfex_daily('2025-07-08') done
index symbol date ... settle pre_settle variety
0 0 CU2507 20250708 ... 79720 79720 CU
1 1 CU2508 20250708 ... 79480 79510 CU
2 2 CU2509 20250708 ... 79310 79290 CU
3 3 CU2510 20250708 ... 79040 79040 CU
4 4 CU2511 20250708 ... 78800 78820 CU
5 5 CU2512 20250708 ... 78630 78640 CU
6 6 CU2601 20250708 ... 78520 78480 CU
7 7 CU2602 20250708 ... 78360 78430 CU
8 8 CU2603 20250708 ... 78250 78350 CU
9 9 CU2604 20250708 ... 78280 78330 CU
10 10 CU2605 20250708 ... 78300 78370 CU
11 11 CU2606 20250708 ... 78440 78230 CU
12 12 BC2507 20250708 ... 70600 70600 BC
13 13 BC2508 20250708 ... 70690 70770 BC
14 14 BC2509 20250708 ... 70530 70590 BC
15 15 BC2510 20250708 ... 70980 70980 BC
16 16 BC2511 20250708 ... 71800 71800 BC
17 17 BC2512 20250708 ... 70700 70700 BC
18 18 BC2601 20250708 ... 70900 71130 BC
19 19 BC2602 20250708 ... 69410 69410 BC
20 20 BC2603 20250708 ... 69290 69290 BC
21 21 BC2604 20250708 ... 70800 70800 BC
22 22 BC2605 20250708 ... 70970 70970 BC
23 23 BC2606 20250708 ... 70490 70490 BC
24 24 AL2507 20250708 ... 20670 20670 AL
25 25 AL2508 20250708 ... 20495 20500 AL
26 26 AL2509 20250708 ... 20435 20425 AL
27 27 AL2510 20250708 ... 20360 20335 AL
28 28 AL2511 20250708 ... 20275 20225 AL
29 29 AL2512 20250708 ... 20185 20160 AL
30 30 AL2601 20250708 ... 20130 20075 AL
31 31 AL2602 20250708 ... 20125 20055 AL
32 32 AL2603 20250708 ... 20145 20055 AL
33 33 AL2604 20250708 ... 20140 20080 AL
34 34 AL2605 20250708 ... 20160 20095 AL
35 35 AL2606 20250708 ... 20165 20105 AL
36 36 ZN2507 20250708 ... 22020 22185 ZN
37 37 ZN2508 20250708 ... 22005 22185 ZN
38 38 ZN2509 20250708 ... 21910 22115 ZN
39 39 ZN2510 20250708 ... 21845 22050 ZN
40 40 ZN2511 20250708 ... 21785 21980 ZN
41 41 ZN2512 20250708 ... 21745 22020 ZN
42 42 ZN2601 20250708 ... 21710 21865 ZN
43 43 ZN2602 20250708 ... 21685 21975 ZN
44 44 ZN2603 20250708 ... 21705 21835 ZN
45 45 ZN2604 20250708 ... 21675 21780 ZN
46 46 ZN2605 20250708 ... 21660 21830 ZN
47 47 ZN2606 20250708 ... 21640 21800 ZN
48 48 PB2507 20250708 ... 17065 17140 PB
49 49 PB2508 20250708 ... 17115 17210 PB
50 50 PB2509 20250708 ... 17135 17220 PB
51 51 PB2510 20250708 ... 17130 17215 PB
52 52 PB2511 20250708 ... 17135 17205 PB
53 53 PB2512 20250708 ... 17150 17205 PB
54 54 PB2601 20250708 ... 17160 17160 PB
55 55 PB2602 20250708 ... 17140 17235 PB
56 56 PB2603 20250708 ... 17125 17190 PB
57 57 PB2604 20250708 ... 17140 17240 PB
58 58 PB2605 20250708 ... 17120 17230 PB
59 59 PB2606 20250708 ... 17115 17205 PB
60 60 NI2507 20250708 ... 120260 120990 NI
61 61 NI2508 20250708 ... 120590 121180 NI
62 62 NI2509 20250708 ... 120670 121230 NI
63 63 NI2510 20250708 ... 120790 121300 NI
64 64 NI2511 20250708 ... 121000 121490 NI
65 65 NI2512 20250708 ... 121160 121580 NI
66 66 NI2601 20250708 ... 121290 121800 NI
67 67 NI2602 20250708 ... 121530 121860 NI
68 68 NI2603 20250708 ... 121700 121940 NI
69 69 NI2604 20250708 ... 121890 122520 NI
70 70 NI2605 20250708 ... 122350 122830 NI
71 71 NI2606 20250708 ... 122370 122890 NI
72 72 SN2507 20250708 ... 264710 265940 SN
73 73 SN2508 20250708 ... 264240 265680 SN
74 74 SN2509 20250708 ... 264440 265560 SN
75 75 SN2510 20250708 ... 264220 265230 SN
76 76 SN2511 20250708 ... 264030 264030 SN
77 77 SN2512 20250708 ... 263910 263190 SN
78 78 SN2601 20250708 ... 263970 262930 SN
79 79 SN2602 20250708 ... 263730 262230 SN
80 80 SN2603 20250708 ... 264130 262980 SN
81 81 SN2604 20250708 ... 263550 262990 SN
82 82 SN2605 20250708 ... 263190 262960 SN
83 83 SN2606 20250708 ... 262100 265830 SN
84 84 AO2507 20250708 ... 3340 3187 AO
85 85 AO2508 20250708 ... 3143 3073 AO
86 86 AO2509 20250708 ... 3064 3026 AO
87 87 AO2510 20250708 ... 3021 2998 AO
88 88 AO2511 20250708 ... 3006 2988 AO
89 89 AO2512 20250708 ... 2996 2982 AO
90 90 AO2601 20250708 ... 2987 2971 AO
91 91 AO2602 20250708 ... 2990 2968 AO
92 92 AO2603 20250708 ... 2979 2962 AO
93 93 AO2604 20250708 ... 2978 2967 AO
94 94 AO2605 20250708 ... 2971 2958 AO
95 95 AO2606 20250708 ... 2971 2963 AO
96 96 AD2511 20250708 ... 19810 19760 AD
97 97 AD2512 20250708 ... 19740 19675 AD
98 98 AD2601 20250708 ... 19645 19615 AD
99 99 AD2602 20250708 ... 19665 19595 AD
100 100 AD2603 20250708 ... 19605 19465 AD
101 101 AD2604 20250708 ... 19670 19670 AD
102 102 AD2605 20250708 ... 19525 19455 AD
103 103 AD2606 20250708 ... 19495 19495 AD
104 104 AU2507 20250708 ... 772.88 770.7 AU
105 105 AU2508 20250708 ... 772.5 770.94 AU
106 106 AU2509 20250708 ... 771.42 771.38 AU
107 107 AU2510 20250708 ... 774.54 772.92 AU
108 108 AU2512 20250708 ... 776.36 774.38 AU
109 109 AU2602 20250708 ... 778.54 776.44 AU
110 110 AU2604 20250708 ... 780.96 778.1 AU
111 111 AU2606 20250708 ... 782.16 780.28 AU
112 112 AG2507 20250708 ... 8909 8881 AG
113 113 AG2508 20250708 ... 8883 8908 AG
114 114 AG2509 20250708 ... 8894 8917 AG
115 115 AG2510 20250708 ... 8917 8933 AG
116 116 AG2511 20250708 ... 8919 8939 AG
117 117 AG2512 20250708 ... 8934 8949 AG
118 118 AG2601 20250708 ... 8942 8963 AG
119 119 AG2602 20250708 ... 8958 8972 AG
120 120 AG2603 20250708 ... 8964 8979 AG
121 121 AG2604 20250708 ... 8986 8993 AG
122 122 AG2605 20250708 ... 8994 9001 AG
123 123 AG2606 20250708 ... 9006 9019 AG
124 124 RB2507 20250708 ... 3070 3082 RB
125 125 RB2508 20250708 ... 3026 3027 RB
126 126 RB2509 20250708 ... 3027 3032 RB
127 127 RB2510 20250708 ... 3061 3067 RB
128 128 RB2511 20250708 ... 3074 3080 RB
129 129 RB2512 20250708 ... 3088 3094 RB
130 130 RB2601 20250708 ... 3081 3086 RB
131 131 RB2602 20250708 ... 3070 3071 RB
132 132 RB2603 20250708 ... 3078 3077 RB
133 133 RB2604 20250708 ... 3078 3075 RB
134 134 RB2605 20250708 ... 3094 3094 RB
135 135 RB2606 20250708 ... 3097 3100 RB
136 136 WR2507 20250708 ... 3356 3356 WR
137 137 WR2508 20250708 ... 3378 3378 WR
138 138 WR2509 20250708 ... 3251 3251 WR
139 139 WR2510 20250708 ... 3306 3305 WR
140 140 WR2511 20250708 ... 3350 3365 WR
141 141 WR2512 20250708 ... 3362 3362 WR
142 142 WR2601 20250708 ... 3298 3245 WR
143 143 WR2602 20250708 ... 3396 3396 WR
144 144 WR2603 20250708 ... 3387 3387 WR
145 145 WR2604 20250708 ... 3392 3392 WR
146 146 WR2605 20250708 ... 3370 3370 WR
147 147 WR2606 20250708 ... 3321 3268 WR
148 148 HC2507 20250708 ... 3191 3195 HC
149 149 HC2508 20250708 ... 3199 3202 HC
150 150 HC2509 20250708 ... 3196 3205 HC
151 151 HC2510 20250708 ... 3187 3193 HC
152 152 HC2511 20250708 ... 3192 3198 HC
153 153 HC2512 20250708 ... 3193 3199 HC
154 154 HC2601 20250708 ... 3198 3201 HC
155 155 HC2602 20250708 ... 3203 3213 HC
156 156 HC2603 20250708 ... 3196 3210 HC
157 157 HC2604 20250708 ... 3207 3208 HC
158 158 HC2605 20250708 ... 3201 3203 HC
159 159 HC2606 20250708 ... 3215 3220 HC
160 160 SS2507 20250708 ... 12560 12525 SS
161 161 SS2508 20250708 ... 12725 12660 SS
162 162 SS2509 20250708 ... 12660 12610 SS
163 163 SS2510 20250708 ... 12650 12595 SS
164 164 SS2511 20250708 ... 12685 12620 SS
165 165 SS2512 20250708 ... 12705 12645 SS
166 166 SS2601 20250708 ... 12745 12685 SS
167 167 SS2602 20250708 ... 12790 12740 SS
168 168 SS2603 20250708 ... 12815 12770 SS
169 169 SS2604 20250708 ... 12855 12780 SS
170 170 SS2605 20250708 ... 12875 12820 SS
171 171 SS2606 20250708 ... 12920 12840 SS
172 172 SC2508 20250708 ... 509.9 501.3 SC
173 173 SC2509 20250708 ... 505 496.9 SC
174 174 SC2510 20250708 ... 497.6 490.6 SC
175 175 SC2511 20250708 ... 491.4 485.9 SC
176 176 SC2512 20250708 ... 487.2 482.5 SC
177 177 SC2601 20250708 ... 484.1 480.5 SC
178 178 SC2602 20250708 ... 477.5 478.5 SC
179 179 SC2603 20250708 ... 478 474.4 SC
180 180 SC2604 20250708 ... 475.6 473.4 SC
181 181 SC2605 20250708 ... 473.2 473.1 SC
182 182 SC2606 20250708 ... 474.7 470.9 SC
183 183 SC2607 20250708 ... 471.9 471.9 SC
184 184 SC2609 20250708 ... 472.4 468 SC
185 185 SC2612 20250708 ... 470.9 465.1 SC
186 186 SC2703 20250708 ... 466.9 466.2 SC
187 187 SC2706 20250708 ... 470.5 464.3 SC
188 188 SC2709 20250708 ... 464.9 464 SC
189 189 SC2712 20250708 ... 466.5 461 SC
190 190 SC2803 20250708 ... 465.3 461.5 SC
191 191 SC2806 20250708 ... 463.2 461.3 SC
192 192 LU2508 20250708 ... 3678 3617 LU
193 193 LU2509 20250708 ... 3662 3602 LU
194 194 LU2510 20250708 ... 3625 3573 LU
195 195 LU2511 20250708 ... 3588 3545 LU
196 196 LU2512 20250708 ... 3550 3501 LU
197 197 LU2601 20250708 ... 3527 3488 LU
198 198 LU2602 20250708 ... 3506 3475 LU
199 199 LU2603 20250708 ... 3489 3475 LU
200 200 LU2604 20250708 ... 3486 3425 LU
201 201 LU2605 20250708 ... 3463 3413 LU
202 202 LU2606 20250708 ... 3449 3398 LU
203 203 LU2607 20250708 ... 3445 3403 LU
204 204 FU2508 20250708 ... 2931 2906 FU
205 205 FU2509 20250708 ... 2967 2940 FU
206 206 FU2510 20250708 ... 2941 2907 FU
207 207 FU2511 20250708 ... 2907 2881 FU
208 208 FU2512 20250708 ... 2877 2848 FU
209 209 FU2601 20250708 ... 2865 2838 FU
210 210 FU2602 20250708 ... 2854 2829 FU
211 211 FU2603 20250708 ... 2836 2813 FU
212 212 FU2604 20250708 ... 2823 2797 FU
213 213 FU2605 20250708 ... 2808 2785 FU
214 214 FU2606 20250708 ... 2793 2775 FU
215 215 FU2607 20250708 ... 2778 2762 FU
216 216 BU2507 20250708 ... 3665 3615 BU
217 217 BU2508 20250708 ... 3620 3589 BU
218 218 BU2509 20250708 ... 3592 3562 BU
219 219 BU2510 20250708 ... 3541 3512 BU
220 220 BU2511 20250708 ... 3471 3444 BU
221 221 BU2512 20250708 ... 3393 3369 BU
222 222 BU2601 20250708 ... 3351 3328 BU
223 223 BU2602 20250708 ... 3345 3319 BU
224 224 BU2603 20250708 ... 3305 3305 BU
225 225 BU2604 20250708 ... 3320 3299 BU
226 226 BU2605 20250708 ... 3315 3288 BU
227 227 BU2606 20250708 ... 3299 3279 BU
228 228 BU2609 20250708 ... 3282 3270 BU
229 229 BU2612 20250708 ... 3243 3226 BU
230 230 BU2703 20250708 ... 3247 3223 BU
231 231 BU2706 20250708 ... 3240 3227 BU
232 232 BR2507 20250708 ... 11200 11160 BR
233 233 BR2508 20250708 ... 11205 11030 BR
234 234 BR2509 20250708 ... 11130 10965 BR
235 235 BR2510 20250708 ... 11100 10935 BR
236 236 BR2511 20250708 ... 11075 10920 BR
237 237 BR2512 20250708 ... 11045 10910 BR
238 238 BR2601 20250708 ... 11060 10920 BR
239 239 BR2602 20250708 ... 11045 10910 BR
240 240 BR2603 20250708 ... 11065 10900 BR
241 241 BR2604 20250708 ... 11015 10895 BR
242 242 BR2605 20250708 ... 11025 10925 BR
243 243 BR2606 20250708 ... 11010 10960 BR
244 244 RU2507 20250708 ... 13855 13845 RU
245 245 RU2508 20250708 ... 13940 13915 RU
246 246 RU2509 20250708 ... 13990 13935 RU
247 247 RU2510 20250708 ... 14040 13950 RU
248 248 RU2511 20250708 ... 14010 13955 RU
249 249 RU2601 20250708 ... 14860 14805 RU
250 250 RU2603 20250708 ... 14840 14820 RU
251 251 RU2604 20250708 ... 14845 14845 RU
252 252 RU2605 20250708 ... 14910 14870 RU
253 253 RU2606 20250708 ... 14950 14950 RU
254 254 NR2507 20250708 ... 11940 11960 NR
255 255 NR2508 20250708 ... 12045 12005 NR
256 256 NR2509 20250708 ... 12050 11995 NR
257 257 NR2510 20250708 ... 12055 12005 NR
258 258 NR2511 20250708 ... 12080 12005 NR
259 259 NR2512 20250708 ... 12105 12030 NR
260 260 NR2601 20250708 ... 12125 12055 NR
261 261 NR2602 20250708 ... 12170 12075 NR
262 262 NR2603 20250708 ... 12155 12070 NR
263 263 NR2604 20250708 ... 12175 12065 NR
264 264 NR2605 20250708 ... 12215 12105 NR
265 265 NR2606 20250708 ... 12260 12260 NR
266 266 SP2507 20250708 ... 5030 5044 SP
267 267 SP2508 20250708 ... 5050 5062 SP
268 268 SP2509 20250708 ... 5072 5080 SP
269 269 SP2510 20250708 ... 5088 5092 SP
270 270 SP2511 20250708 ... 5078 5080 SP
271 271 SP2512 20250708 ... 5078 5078 SP
272 272 SP2601 20250708 ... 5282 5284 SP
273 273 SP2602 20250708 ... 5238 5224 SP
274 274 SP2603 20250708 ... 5224 5222 SP
275 275 SP2604 20250708 ... 5232 5230 SP
276 276 SP2605 20250708 ... 5226 5226 SP
277 277 SP2606 20250708 ... 5234 5236 SP
278 278 EC2508 20250708 ... 1979 1872.2 EC
279 279 EC2510 20250708 ... 1387.7 1341.2 EC
280 280 EC2512 20250708 ... 1571.8 1518.9 EC
281 281 EC2602 20250708 ... 1356.5 1326.2 EC
282 282 EC2604 20250708 ... 1181.4 1163.3 EC
283 283 EC2606 20250708 ... 1333 1314.7 EC
284 284 SC_TAS2508 20250708 ... SC_TAS
285 285 SC_TAS2509 20250708 ... SC_TAS
286 286 SC_TAS2510 20250708 ... SC_TAS
287 287 SC_TAS2511 20250708 ... SC_TAS
[288 rows x 13 columns]
2025-07-08 20:16:09,392 - future_1d - INFO - ak.get_shfe_daily('2025-07-08') done
symbol date open ... settle pre_settle variety
0 IC2507 20250708 5863.600 ... 5952.600 5862.800 IC
1 IC2508 20250708 5804.400 ... 5897.200 5805.800 IC
2 IC2509 20250708 5743.200 ... 5848.000 5751.400 IC
3 IC2512 20250708 5634.000 ... 5726.000 5625.200 IC
4 IF2507 20250708 3942.000 ... 3983.000 3946.400 IF
5 IF2508 20250708 3927.400 ... 3966.200 3929.000 IF
6 IF2509 20250708 3921.200 ... 3959.200 3919.400 IF
7 IF2512 20250708 3884.000 ... 3923.400 3883.200 IF
8 IH2507 20250708 2715.800 ... 2733.400 2714.800 IH
9 IH2508 20250708 2708.400 ... 2729.400 2709.600 IH
10 IH2509 20250708 2710.600 ... 2728.800 2709.000 IH
11 IH2512 20250708 2710.200 ... 2728.600 2708.800 IH
12 IM2507 20250708 6265.000 ... 6369.800 6269.200 IM
13 IM2508 20250708 6190.400 ... 6297.800 6191.200 IM
14 IM2509 20250708 6114.200 ... 6226.200 6112.800 IM
15 IM2512 20250708 5931.200 ... 6040.200 5926.800 IM
16 T2509 20250708 109.105 ... 108.995 109.105 T
17 T2512 20250708 109.180 ... 109.075 109.190 T
18 T2603 20250708 109.125 ... 109.045 109.155 T
19 TF2509 20250708 106.210 ... 106.125 106.220 TF
20 TF2512 20250708 106.295 ... 106.225 106.305 TF
21 TF2603 20250708 106.355 ... 106.270 106.340 TF
22 TL2509 20250708 121.070 ... 120.860 121.190 TL
23 TL2512 20250708 120.940 ... 120.740 121.070 TL
24 TL2603 20250708 120.710 ... 120.560 120.880 TL
25 TS2509 20250708 102.492 ... 102.466 102.496 TS
26 TS2512 20250708 102.610 ... 102.582 102.618 TS
27 TS2603 20250708 102.720 ... 102.690 102.728 TS
[28 rows x 12 columns]
2025-07-08 20:16:09,524 - future_1d - INFO - ak.get_cffex_daily('2025-07-08') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250708 7726.0 7730.0 ... 548642.10 7666.0 7723.0 AP
1 AP511 20250708 7546.0 7553.0 ... 2274.27 7506.0 7562.0 AP
2 AP512 20250708 7575.0 7575.0 ... 173.62 7549.0 7582.0 AP
3 AP601 20250708 7645.0 7645.0 ... 18624.44 7574.0 7627.0 AP
4 AP603 20250708 7600.0 7600.0 ... 83.12 7556.0 7621.0 AP
5 AP604 20250708 7648.0 7648.0 ... 61.11 7638.0 7676.0 AP
6 AP605 20250708 7709.0 7720.0 ... 307.33 7683.0 7723.0 AP
7 CF507 20250708 13545.0 13580.0 ... 1910.57 13550.0 13570.0 CF
8 CF509 20250708 13740.0 13830.0 ... 1095629.92 13760.0 13795.0 CF
9 CF511 20250708 13655.0 13735.0 ... 126299.52 13670.0 13710.0 CF
10 CF601 20250708 13740.0 13795.0 ... 294997.83 13735.0 13790.0 CF
11 CF603 20250708 13710.0 13770.0 ... 739.87 13700.0 13770.0 CF
12 CF605 20250708 13745.0 13780.0 ... 3801.19 13725.0 13770.0 CF
13 CJ507 20250708 0.0 0.0 ... 0.00 9450.0 9450.0 CJ
14 CJ509 20250708 9420.0 9515.0 ... 166933.87 9460.0 9450.0 CJ
15 CJ512 20250708 10295.0 10410.0 ... 9394.90 10330.0 10365.0 CJ
16 CJ601 20250708 10455.0 10555.0 ... 702720.34 10470.0 10495.0 CJ
17 CJ603 20250708 10560.0 10645.0 ... 12623.52 10580.0 10570.0 CJ
18 CJ605 20250708 10810.0 10940.0 ... 79152.98 10855.0 10860.0 CJ
19 CY507 20250708 0.0 0.0 ... 0.00 19840.0 19910.0 CY
20 CY508 20250708 0.0 0.0 ... 0.00 19700.0 19700.0 CY
21 CY509 20250708 19925.0 20020.0 ... 64012.77 19950.0 20020.0 CY
22 CY510 20250708 0.0 0.0 ... 0.00 19570.0 19640.0 CY
23 CY511 20250708 0.0 0.0 ... 0.00 20060.0 20060.0 CY
24 CY512 20250708 0.0 0.0 ... 0.00 19910.0 19910.0 CY
25 CY601 20250708 0.0 0.0 ... 0.00 19935.0 19935.0 CY
26 CY602 20250708 0.0 0.0 ... 0.00 19830.0 19810.0 CY
27 CY603 20250708 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250708 0.0 0.0 ... 0.00 19725.0 19725.0 CY
29 CY605 20250708 0.0 0.0 ... 0.00 20025.0 20025.0 CY
30 CY606 20250708 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250708 956.0 969.0 ... 184.35 960.0 954.0 FG
32 FG508 20250708 1036.0 1051.0 ... 20509.53 1041.0 1040.0 FG
33 FG509 20250708 1017.0 1034.0 ... 2314344.48 1024.0 1025.0 FG
34 FG510 20250708 1075.0 1083.0 ... 12415.79 1075.0 1075.0 FG
35 FG511 20250708 1058.0 1072.0 ... 22652.93 1063.0 1062.0 FG
36 FG512 20250708 1123.0 1139.0 ... 7304.73 1129.0 1127.0 FG
37 FG601 20250708 1112.0 1131.0 ... 279669.86 1120.0 1117.0 FG
38 FG602 20250708 1153.0 1169.0 ... 387.35 1160.0 1154.0 FG
39 FG603 20250708 1152.0 1166.0 ... 418.59 1156.0 1153.0 FG
40 FG604 20250708 1190.0 1205.0 ... 296.32 1195.0 1192.0 FG
41 FG605 20250708 1189.0 1202.0 ... 7420.52 1191.0 1189.0 FG
42 FG606 20250708 1204.0 1216.0 ... 272.91 1208.0 1203.0 FG
43 JR507 20250708 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250708 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250708 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250708 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250708 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250708 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250708 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250708 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250708 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250708 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250708 2353.0 2353.0 ... 2.35 2353.0 2373.0 MA
54 MA508 20250708 2407.0 2407.0 ... 16355.86 2391.0 2407.0 MA
55 MA509 20250708 2396.0 2400.0 ... 1484213.38 2382.0 2393.0 MA
56 MA510 20250708 2402.0 2410.0 ... 55405.27 2394.0 2402.0 MA
57 MA511 20250708 2415.0 2419.0 ... 57345.39 2404.0 2411.0 MA
58 MA512 20250708 2437.0 2440.0 ... 14147.85 2426.0 2430.0 MA
59 MA601 20250708 2437.0 2443.0 ... 133765.05 2428.0 2433.0 MA
60 MA602 20250708 2420.0 2420.0 ... 31.39 2415.0 2418.0 MA
61 MA603 20250708 2423.0 2424.0 ... 48.27 2414.0 2416.0 MA
62 MA604 20250708 2399.0 2400.0 ... 28.72 2393.0 2389.0 MA
63 MA605 20250708 2363.0 2369.0 ... 3066.75 2359.0 2357.0 MA
64 MA606 20250708 2360.0 2360.0 ... 2.36 2360.0 2369.0 MA
65 OI507 20250708 0.0 0.0 ... 0.00 9600.0 9550.0 OI
66 OI509 20250708 9545.0 9617.0 ... 3136464.64 9535.0 9558.0 OI
67 OI511 20250708 9529.0 9609.0 ... 142754.23 9528.0 9547.0 OI
68 OI601 20250708 9481.0 9562.0 ... 479878.54 9484.0 9500.0 OI
69 OI603 20250708 9432.0 9509.0 ... 2467.01 9452.0 9431.0 OI
70 OI605 20250708 9331.0 9400.0 ... 1681.07 9339.0 9326.0 OI
71 PF507 20250708 0.0 0.0 ... 0.00 6626.0 6626.0 PF
72 PF508 20250708 6528.0 6538.0 ... 293314.15 6520.0 6530.0 PF
73 PF509 20250708 6402.0 6418.0 ... 160759.15 6398.0 6402.0 PF
74 PF510 20250708 6394.0 6404.0 ... 44740.19 6388.0 6394.0 PF
75 PF511 20250708 6362.0 6374.0 ... 24942.24 6358.0 6366.0 PF
76 PF512 20250708 6354.0 6358.0 ... 7016.95 6340.0 6340.0 PF
77 PF601 20250708 6340.0 6370.0 ... 1924.31 6352.0 6346.0 PF
78 PF602 20250708 0.0 0.0 ... 0.00 6356.0 6334.0 PF
79 PF603 20250708 6366.0 6366.0 ... 6.37 6366.0 6356.0 PF
80 PF604 20250708 6362.0 6378.0 ... 25.49 6372.0 6376.0 PF
81 PF605 20250708 6364.0 6372.0 ... 19.10 6366.0 6362.0 PF
82 PF606 20250708 6366.0 6366.0 ... 6.37 6366.0 6370.0 PF
83 PK510 20250708 8098.0 8128.0 ... 166387.53 8106.0 8106.0 PK
84 PK511 20250708 7910.0 7934.0 ... 44778.86 7914.0 7894.0 PK
85 PK512 20250708 7906.0 7928.0 ... 173.95 7908.0 7894.0 PK
86 PK601 20250708 7916.0 7926.0 ... 2571.97 7914.0 7898.0 PK
87 PK603 20250708 7912.0 7920.0 ... 106.81 7912.0 7906.0 PK
88 PK604 20250708 7908.0 7932.0 ... 47.55 7924.0 7918.0 PK
89 PK605 20250708 7920.0 7954.0 ... 293.70 7938.0 7926.0 PK
90 PM507 20250708 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250708 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250708 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250708 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250708 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250708 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250708 5922.0 5922.0 ... 88.83 5922.0 5960.0 PR
97 PR508 20250708 5924.0 5928.0 ... 13094.31 5898.0 5910.0 PR
98 PR509 20250708 5884.0 5894.0 ... 288298.09 5870.0 5868.0 PR
99 PR510 20250708 5864.0 5874.0 ... 114788.21 5856.0 5850.0 PR
100 PR511 20250708 5854.0 5860.0 ... 39434.75 5842.0 5828.0 PR
101 PR512 20250708 5850.0 5854.0 ... 43.78 5838.0 5826.0 PR
102 PR601 20250708 5850.0 5856.0 ... 192.72 5840.0 5824.0 PR
103 PR602 20250708 5878.0 5878.0 ... 17.63 5878.0 5888.0 PR
104 PR603 20250708 5882.0 5886.0 ... 35.31 5886.0 5898.0 PR
105 PR604 20250708 5882.0 5882.0 ... 8.82 5882.0 5882.0 PR
106 PR605 20250708 5882.0 5882.0 ... 26.45 5878.0 5876.0 PR
107 PR606 20250708 0.0 0.0 ... 0.00 5858.0 5858.0 PR
108 PX507 20250708 0.0 0.0 ... 0.00 6868.0 6868.0 PX
109 PX508 20250708 6726.0 6752.0 ... 2261.81 6722.0 6704.0 PX
110 PX509 20250708 6698.0 6724.0 ... 602715.95 6696.0 6674.0 PX
111 PX510 20250708 6682.0 6704.0 ... 81425.26 6676.0 6648.0 PX
112 PX511 20250708 6636.0 6672.0 ... 110832.43 6642.0 6610.0 PX
113 PX512 20250708 6610.0 6652.0 ... 13238.85 6624.0 6590.0 PX
114 PX601 20250708 6588.0 6632.0 ... 31953.81 6604.0 6564.0 PX
115 PX602 20250708 6566.0 6566.0 ... 3.28 6566.0 6570.0 PX
116 PX603 20250708 6600.0 6600.0 ... 16.45 6578.0 6546.0 PX
117 PX604 20250708 6576.0 6584.0 ... 45.94 6562.0 6552.0 PX
118 PX605 20250708 6566.0 6580.0 ... 347.63 6560.0 6546.0 PX
119 PX606 20250708 6564.0 6564.0 ... 16.36 6544.0 6548.0 PX
120 RI507 20250708 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250708 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250708 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250708 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250708 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250708 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250708 2460.0 2471.0 ... 974.76 2455.0 2459.0 RM
127 RM508 20250708 2584.0 2591.0 ... 23671.60 2577.0 2601.0 RM
128 RM509 20250708 2585.0 2592.0 ... 634831.45 2581.0 2600.0 RM
129 RM511 20250708 2412.0 2418.0 ... 1968.22 2412.0 2425.0 RM
130 RM601 20250708 2320.0 2322.0 ... 109321.25 2312.0 2327.0 RM
131 RM603 20250708 2298.0 2303.0 ... 12043.91 2294.0 2303.0 RM
132 RM605 20250708 2318.0 2318.0 ... 11464.67 2312.0 2327.0 RM
133 RS507 20250708 0.0 0.0 ... 0.00 4961.0 4950.0 RS
134 RS508 20250708 0.0 0.0 ... 0.00 5107.0 5107.0 RS
135 RS509 20250708 5030.0 5048.0 ... 40.31 5039.0 5028.0 RS
136 RS511 20250708 5029.0 5073.0 ... 20.20 5049.0 5103.0 RS
137 SA507 20250708 1133.0 1139.0 ... 2514.14 1136.0 1133.0 SA
138 SA508 20250708 1160.0 1184.0 ... 24600.14 1174.0 1167.0 SA
139 SA509 20250708 1166.0 1188.0 ... 3082677.17 1177.0 1171.0 SA
140 SA510 20250708 1185.0 1204.0 ... 108192.01 1192.0 1187.0 SA
141 SA511 20250708 1188.0 1207.0 ... 136259.45 1195.0 1189.0 SA
142 SA512 20250708 1208.0 1225.0 ... 25407.26 1216.0 1208.0 SA
143 SA601 20250708 1206.0 1228.0 ... 655391.48 1215.0 1207.0 SA
144 SA602 20250708 1220.0 1237.0 ... 3446.95 1228.0 1219.0 SA
145 SA603 20250708 1222.0 1239.0 ... 3153.84 1228.0 1222.0 SA
146 SA604 20250708 1236.0 1252.0 ... 1243.48 1243.0 1235.0 SA
147 SA605 20250708 1235.0 1254.0 ... 15598.39 1244.0 1235.0 SA
148 SA606 20250708 1245.0 1260.0 ... 1131.98 1255.0 1242.0 SA
149 SF507 20250708 5456.0 5468.0 ... 3621.57 5430.0 5456.0 SF
150 SF508 20250708 5360.0 5398.0 ... 14838.51 5346.0 5380.0 SF
151 SF509 20250708 5360.0 5402.0 ... 329390.50 5352.0 5374.0 SF
152 SF510 20250708 5288.0 5348.0 ... 61128.01 5288.0 5308.0 SF
153 SF511 20250708 5396.0 5478.0 ... 97969.54 5420.0 5438.0 SF
154 SF512 20250708 5384.0 5450.0 ... 17012.16 5400.0 5406.0 SF
155 SF601 20250708 5356.0 5418.0 ... 8907.52 5362.0 5374.0 SF
156 SF602 20250708 5274.0 5350.0 ... 198.74 5300.0 5310.0 SF
157 SF603 20250708 5410.0 5460.0 ... 10.85 5424.0 5450.0 SF
158 SF604 20250708 5388.0 5434.0 ... 5.41 5412.0 5392.0 SF
159 SF605 20250708 5386.0 5450.0 ... 70.34 5412.0 5418.0 SF
160 SF606 20250708 5326.0 5386.0 ... 5.36 5356.0 5374.0 SF
161 SH507 20250708 0.0 0.0 ... 0.00 2380.0 2380.0 SH
162 SH508 20250708 2437.0 2461.0 ... 142520.27 2442.0 2415.0 SH
163 SH509 20250708 2411.0 2439.0 ... 3977284.21 2418.0 2395.0 SH
164 SH510 20250708 2415.0 2455.0 ... 274815.13 2427.0 2411.0 SH
165 SH511 20250708 2387.0 2427.0 ... 181384.84 2403.0 2384.0 SH
166 SH512 20250708 2399.0 2428.0 ... 29380.58 2410.0 2396.0 SH
167 SH601 20250708 2378.0 2401.0 ... 89735.81 2389.0 2375.0 SH
168 SH602 20250708 2405.0 2420.0 ... 1200.22 2410.0 2401.0 SH
169 SH603 20250708 2402.0 2424.0 ... 644.18 2413.0 2400.0 SH
170 SH604 20250708 2431.0 2453.0 ... 285.57 2441.0 2434.0 SH
171 SH605 20250708 2417.0 2442.0 ... 7064.79 2428.0 2421.0 SH
172 SH606 20250708 0.0 0.0 ... 0.00 2446.0 2442.0 SH
173 SM507 20250708 5598.0 5650.0 ... 939.77 5612.0 5604.0 SM
174 SM508 20250708 5640.0 5684.0 ... 14913.18 5644.0 5634.0 SM
175 SM509 20250708 5640.0 5686.0 ... 454696.44 5646.0 5648.0 SM
176 SM510 20250708 5626.0 5670.0 ... 36405.61 5632.0 5638.0 SM
177 SM511 20250708 5704.0 5748.0 ... 77016.53 5716.0 5716.0 SM
178 SM512 20250708 5710.0 5736.0 ... 8856.10 5704.0 5704.0 SM
179 SM601 20250708 5686.0 5730.0 ... 21102.79 5694.0 5696.0 SM
180 SM602 20250708 5692.0 5716.0 ... 22.85 5714.0 5704.0 SM
181 SM603 20250708 5738.0 5738.0 ... 8.59 5728.0 5708.0 SM
182 SM604 20250708 5736.0 5736.0 ... 2.87 5736.0 5720.0 SM
183 SM605 20250708 5722.0 5760.0 ... 263.57 5730.0 5734.0 SM
184 SM606 20250708 5766.0 5766.0 ... 5.76 5764.0 5748.0 SM
185 SR507 20250708 5772.0 5772.0 ... 431.58 5754.0 5769.0 SR
186 SR509 20250708 5764.0 5766.0 ... 789553.08 5744.0 5758.0 SR
187 SR511 20250708 5654.0 5661.0 ... 121185.10 5639.0 5651.0 SR
188 SR601 20250708 5610.0 5610.0 ... 90513.53 5589.0 5598.0 SR
189 SR603 20250708 5574.0 5581.0 ... 962.23 5562.0 5571.0 SR
190 SR605 20250708 5554.0 5559.0 ... 7462.91 5545.0 5549.0 SR
191 TA507 20250708 4800.0 4808.0 ... 3713.95 4786.0 4778.0 TA
192 TA508 20250708 4758.0 4766.0 ... 44175.25 4744.0 4750.0 TA
193 TA509 20250708 4720.0 4730.0 ... 2002040.93 4710.0 4704.0 TA
194 TA510 20250708 4692.0 4706.0 ... 67439.18 4688.0 4676.0 TA
195 TA511 20250708 4676.0 4694.0 ... 49846.13 4678.0 4662.0 TA
196 TA512 20250708 4664.0 4684.0 ... 8862.62 4670.0 4648.0 TA
197 TA601 20250708 4654.0 4678.0 ... 346084.03 4658.0 4632.0 TA
198 TA602 20250708 4660.0 4676.0 ... 46.62 4662.0 4634.0 TA
199 TA603 20250708 4664.0 4668.0 ... 93.12 4656.0 4638.0 TA
200 TA604 20250708 4666.0 4682.0 ... 28.01 4670.0 4638.0 TA
201 TA605 20250708 4662.0 4694.0 ... 3616.90 4670.0 4646.0 TA
202 TA606 20250708 4670.0 4688.0 ... 9.36 4680.0 4648.0 TA
203 UR507 20250708 1744.0 1754.0 ... 52.52 1751.0 1734.0 UR
204 UR508 20250708 1738.0 1761.0 ... 1819.29 1749.0 1746.0 UR
205 UR509 20250708 1745.0 1769.0 ... 678928.14 1755.0 1746.0 UR
206 UR510 20250708 1732.0 1755.0 ... 20017.08 1744.0 1733.0 UR
207 UR511 20250708 1738.0 1756.0 ... 22811.05 1747.0 1737.0 UR
208 UR512 20250708 1729.0 1739.0 ... 287.18 1730.0 1723.0 UR
209 UR601 20250708 1707.0 1729.0 ... 66183.29 1718.0 1710.0 UR
210 UR602 20250708 1702.0 1722.0 ... 367.03 1715.0 1707.0 UR
211 UR603 20250708 1732.0 1742.0 ... 83.40 1737.0 1727.0 UR
212 UR604 20250708 1729.0 1733.0 ... 62.35 1732.0 1722.0 UR
213 UR605 20250708 1711.0 1730.0 ... 2853.76 1721.0 1714.0 UR
214 UR606 20250708 1708.0 1722.0 ... 75.56 1717.0 1711.0 UR
215 WH507 20250708 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250708 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250708 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250708 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250708 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250708 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC508 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC509 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC510 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC511 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC512 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC601 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC602 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC603 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC604 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC605 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC606 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC607 20250708 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-08 20:16:09,798 - future_1d - INFO - ak.get_czce_daily('2025-07-08') done
symbol date open ... settle pre_settle variety
0 a2507 20250708 4150.0 ... 4150.00 4156.00 A
1 a2509 20250708 4083.0 ... 4090.00 4091.00 A
2 a2511 20250708 4033.0 ... 4037.00 4040.00 A
3 a2601 20250708 4018.0 ... 4022.00 4022.00 A
4 a2603 20250708 4012.0 ... 4014.00 4014.00 A
5 a2605 20250708 4040.0 ... 4052.00 4049.00 A
6 b2507 20250708 0.0 ... 3550.00 3550.00 B
7 b2508 20250708 3507.0 ... 3515.00 3533.00 B
8 b2509 20250708 3568.0 ... 3571.00 3579.00 B
9 b2510 20250708 3615.0 ... 3614.00 3626.00 B
10 b2511 20250708 3624.0 ... 3635.00 3642.00 B
11 b2512 20250708 3660.0 ... 3656.00 3670.00 B
12 b2601 20250708 3645.0 ... 3643.00 3655.00 B
13 b2602 20250708 3617.0 ... 3619.00 3628.00 B
14 b2603 20250708 3541.0 ... 3540.00 3543.00 B
15 b2604 20250708 3443.0 ... 3445.00 3449.00 B
16 b2605 20250708 3380.0 ... 3377.00 3382.00 B
17 b2606 20250708 3377.0 ... 3373.00 3380.00 B
18 bb2509 20250708 153.4 ... 154.15 153.70 BB
19 bb2511 20250708 157.5 ... 158.00 156.65 BB
20 bb2601 20250708 156.5 ... 156.25 155.35 BB
21 bb2603 20250708 0.0 ... 165.75 164.80 BB
22 bb2605 20250708 0.0 ... 165.75 164.80 BB
23 bz2603 20250708 5900.0 ... 5922.00 5900.00 BZ
24 bz2604 20250708 5950.0 ... 5919.00 5900.00 BZ
25 bz2605 20250708 6050.0 ... 5924.00 5900.00 BZ
26 bz2606 20250708 5900.0 ... 5913.00 5900.00 BZ
27 c2507 20250708 2335.0 ... 2316.00 2335.00 C
28 c2509 20250708 2326.0 ... 2320.00 2337.00 C
29 c2511 20250708 2284.0 ... 2276.00 2292.00 C
30 c2601 20250708 2245.0 ... 2240.00 2257.00 C
31 c2603 20250708 2244.0 ... 2240.00 2255.00 C
32 c2605 20250708 2280.0 ... 2266.00 2289.00 C
33 cs2507 20250708 0.0 ... 2729.00 2729.00 CS
34 cs2509 20250708 2680.0 ... 2675.00 2692.00 CS
35 cs2511 20250708 2629.0 ... 2630.00 2642.00 CS
36 cs2601 20250708 2630.0 ... 2629.00 2642.00 CS
37 cs2603 20250708 2619.0 ... 2616.00 2627.00 CS
38 cs2605 20250708 2660.0 ... 2652.00 2669.00 CS
39 eb2507 20250708 0.0 ... 7499.00 7539.00 EB
40 eb2508 20250708 7356.0 ... 7334.00 7354.00 EB
41 eb2509 20250708 7275.0 ... 7241.00 7262.00 EB
42 eb2510 20250708 7191.0 ... 7157.00 7178.00 EB
43 eb2511 20250708 7107.0 ... 7087.00 7103.00 EB
44 eb2512 20250708 7069.0 ... 7050.00 7064.00 EB
45 eb2601 20250708 7061.0 ... 7048.00 7061.00 EB
46 eb2602 20250708 7099.0 ... 7062.00 7088.00 EB
47 eb2603 20250708 7093.0 ... 7082.00 7102.00 EB
48 eb2604 20250708 7085.0 ... 7069.00 7082.00 EB
49 eb2605 20250708 7081.0 ... 7056.00 7088.00 EB
50 eb2606 20250708 7080.0 ... 7060.00 7080.00 EB
51 eg2507 20250708 0.0 ... 4226.00 4226.00 EG
52 eg2508 20250708 4262.0 ... 4257.00 4266.00 EG
53 eg2509 20250708 4285.0 ... 4273.00 4282.00 EG
54 eg2510 20250708 4292.0 ... 4284.00 4290.00 EG
55 eg2511 20250708 4305.0 ... 4291.00 4298.00 EG
56 eg2512 20250708 4297.0 ... 4285.00 4308.00 EG
57 eg2601 20250708 4319.0 ... 4300.00 4314.00 EG
58 eg2602 20250708 4298.0 ... 4299.00 4319.00 EG
59 eg2603 20250708 4334.0 ... 4334.00 4318.00 EG
60 eg2604 20250708 0.0 ... 4330.00 4330.00 EG
61 eg2605 20250708 4326.0 ... 4331.00 4325.00 EG
62 eg2606 20250708 4329.0 ... 4329.00 4357.00 EG
63 fb2507 20250708 0.0 ... 1341.50 1341.50 FB
64 fb2508 20250708 1325.0 ... 1325.00 1331.00 FB
65 fb2509 20250708 1310.5 ... 1310.50 1309.00 FB
66 fb2510 20250708 1327.0 ... 1325.00 1327.50 FB
67 fb2511 20250708 1324.0 ... 1325.00 1325.00 FB
68 fb2512 20250708 1322.0 ... 1323.50 1324.00 FB
69 fb2601 20250708 1297.0 ... 1300.50 1306.00 FB
70 fb2602 20250708 0.0 ... 1290.50 1295.50 FB
71 fb2603 20250708 0.0 ... 1313.50 1313.50 FB
72 fb2604 20250708 0.0 ... 1310.50 1310.50 FB
73 fb2605 20250708 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250708 0.0 ... 1292.50 1292.50 FB
75 i2507 20250708 0.0 ... 748.00 729.50 I
76 i2508 20250708 736.0 ... 736.50 737.00 I
77 i2509 20250708 731.0 ... 731.50 732.00 I
78 i2510 20250708 724.5 ... 725.50 725.50 I
79 i2511 20250708 718.5 ... 719.00 720.00 I
80 i2512 20250708 711.0 ... 712.00 713.00 I
81 i2601 20250708 708.0 ... 705.00 706.50 I
82 i2602 20250708 703.0 ... 702.00 704.50 I
83 i2603 20250708 698.5 ... 699.00 700.50 I
84 i2604 20250708 695.5 ... 695.00 696.50 I
85 i2605 20250708 687.5 ... 688.50 688.50 I
86 i2606 20250708 680.5 ... 682.50 683.50 I
87 j2507 20250708 0.0 ... 1304.50 1304.50 J
88 j2508 20250708 1381.5 ... 1392.50 1391.00 J
89 j2509 20250708 1417.0 ... 1421.50 1422.50 J
90 j2510 20250708 1428.0 ... 1433.00 1440.50 J
91 j2511 20250708 0.0 ... 1450.00 1450.00 J
92 j2512 20250708 1459.0 ... 1464.00 1452.00 J
93 j2601 20250708 1468.0 ... 1466.50 1464.00 J
94 j2602 20250708 0.0 ... 1481.50 1481.50 J
95 j2603 20250708 1506.0 ... 1505.00 1522.50 J
96 j2604 20250708 0.0 ... 1499.50 1499.50 J
97 j2605 20250708 1504.0 ... 1509.00 1504.50 J
98 j2606 20250708 0.0 ... 1528.00 1528.00 J
99 jd2507 20250708 2820.0 ... 2778.00 2814.00 JD
100 jd2508 20250708 3450.0 ... 3447.00 3491.00 JD
101 jd2509 20250708 3566.0 ... 3577.00 3609.00 JD
102 jd2510 20250708 3362.0 ... 3369.00 3375.00 JD
103 jd2511 20250708 3411.0 ... 3413.00 3420.00 JD
104 jd2512 20250708 3570.0 ... 3568.00 3575.00 JD
105 jd2601 20250708 3620.0 ... 3628.00 3629.00 JD
106 jd2602 20250708 3196.0 ... 3199.00 3197.00 JD
107 jd2603 20250708 3200.0 ... 3203.00 3203.00 JD
108 jd2604 20250708 3344.0 ... 3340.00 3336.00 JD
109 jd2605 20250708 3410.0 ... 3412.00 3404.00 JD
110 jd2606 20250708 3253.0 ... 3266.00 3258.00 JD
111 jm2507 20250708 822.0 ... 830.00 800.00 JM
112 jm2508 20250708 795.5 ... 798.00 793.50 JM
113 jm2509 20250708 832.0 ... 839.50 836.50 JM
114 jm2510 20250708 852.5 ... 856.50 854.50 JM
115 jm2511 20250708 867.0 ... 869.50 866.50 JM
116 jm2512 20250708 878.0 ... 880.00 878.50 JM
117 jm2601 20250708 885.0 ... 887.50 885.50 JM
118 jm2602 20250708 896.5 ... 896.00 896.00 JM
119 jm2603 20250708 899.0 ... 900.50 897.00 JM
120 jm2604 20250708 916.0 ... 914.00 908.50 JM
121 jm2605 20250708 918.5 ... 918.00 917.00 JM
122 jm2606 20250708 923.5 ... 928.50 926.50 JM
123 l2507 20250708 0.0 ... 7291.00 7291.00 L
124 l2508 20250708 7257.0 ... 7256.00 7257.00 L
125 l2509 20250708 7255.0 ... 7250.00 7250.00 L
126 l2510 20250708 7247.0 ... 7245.00 7241.00 L
127 l2511 20250708 7244.0 ... 7242.00 7240.00 L
128 l2512 20250708 7241.0 ... 7236.00 7233.00 L
129 l2601 20250708 7223.0 ... 7229.00 7220.00 L
130 l2602 20250708 7197.0 ... 7199.00 7210.00 L
131 l2603 20250708 7199.0 ... 7194.00 7214.00 L
132 l2604 20250708 7221.0 ... 7215.00 7291.00 L
133 l2605 20250708 7199.0 ... 7205.00 7201.00 L
134 l2606 20250708 7209.0 ... 7210.00 7215.00 L
135 lg2507 20250708 820.0 ... 819.50 823.00 LG
136 lg2509 20250708 785.0 ... 787.00 788.50 LG
137 lg2511 20250708 784.0 ... 784.00 784.00 LG
138 lg2601 20250708 783.0 ... 783.00 784.00 LG
139 lg2603 20250708 783.5 ... 785.00 786.50 LG
140 lg2605 20250708 787.5 ... 790.50 787.50 LG
141 lh2507 20250708 0.0 ... 13970.00 13970.00 LH
142 lh2509 20250708 14240.0 ... 14270.00 14255.00 LH
143 lh2511 20250708 13700.0 ... 13680.00 13720.00 LH
144 lh2601 20250708 13810.0 ... 13730.00 13800.00 LH
145 lh2603 20250708 12990.0 ... 12995.00 13000.00 LH
146 lh2605 20250708 13200.0 ... 13180.00 13180.00 LH
147 m2507 20250708 2808.0 ... 2802.00 2808.00 M
148 m2508 20250708 2913.0 ... 2919.00 2929.00 M
149 m2509 20250708 2935.0 ... 2938.00 2948.00 M
150 m2511 20250708 2973.0 ... 2975.00 2984.00 M
151 m2512 20250708 3011.0 ... 3012.00 3021.00 M
152 m2601 20250708 2988.0 ... 2990.00 3002.00 M
153 m2603 20250708 2855.0 ... 2856.00 2861.00 M
154 m2605 20250708 2710.0 ... 2706.00 2710.00 M
155 p2507 20250708 0.0 ... 8468.00 8468.00 P
156 p2508 20250708 8496.0 ... 8588.00 8470.00 P
157 p2509 20250708 8476.0 ... 8554.00 8446.00 P
158 p2510 20250708 8482.0 ... 8576.00 8452.00 P
159 p2511 20250708 8492.0 ... 8556.00 8450.00 P
160 p2512 20250708 8486.0 ... 8568.00 8450.00 P
161 p2601 20250708 8480.0 ... 8564.00 8454.00 P
162 p2602 20250708 8466.0 ... 8572.00 8446.00 P
163 p2603 20250708 8434.0 ... 8518.00 8416.00 P
164 p2604 20250708 8394.0 ... 8482.00 8374.00 P
165 p2605 20250708 8350.0 ... 8414.00 8324.00 P
166 p2606 20250708 8328.0 ... 8402.00 8312.00 P
167 pg2507 20250708 0.0 ... 4205.00 4205.00 PG
168 pg2508 20250708 4199.0 ... 4184.00 4179.00 PG
169 pg2509 20250708 4089.0 ... 4078.00 4078.00 PG
170 pg2510 20250708 4494.0 ... 4484.00 4477.00 PG
171 pg2511 20250708 4406.0 ... 4399.00 4393.00 PG
172 pg2512 20250708 4328.0 ... 4319.00 4315.00 PG
173 pg2601 20250708 4248.0 ... 4244.00 4232.00 PG
174 pg2602 20250708 4164.0 ... 4164.00 4158.00 PG
175 pg2603 20250708 4075.0 ... 4083.00 4072.00 PG
176 pg2604 20250708 4370.0 ... 4379.00 4369.00 PG
177 pg2605 20250708 4265.0 ... 4274.00 4267.00 PG
178 pg2606 20250708 4204.0 ... 4204.00 4205.00 PG
179 pp2507 20250708 7068.0 ... 7068.00 7051.00 PP
180 pp2508 20250708 7056.0 ... 7051.00 7057.00 PP
181 pp2509 20250708 7066.0 ... 7054.00 7059.00 PP
182 pp2510 20250708 7033.0 ... 7017.00 7030.00 PP
183 pp2511 20250708 7028.0 ... 7014.00 7028.00 PP
184 pp2512 20250708 7034.0 ... 7017.00 7030.00 PP
185 pp2601 20250708 7026.0 ... 7014.00 7023.00 PP
186 pp2602 20250708 0.0 ... 7015.00 7015.00 PP
187 pp2603 20250708 0.0 ... 7004.00 7004.00 PP
188 pp2604 20250708 7006.0 ... 7006.00 7015.00 PP
189 pp2605 20250708 7016.0 ... 7001.00 7009.00 PP
190 pp2606 20250708 7000.0 ... 7005.00 7011.00 PP
191 rr2507 20250708 0.0 ... 3578.00 3578.00 RR
192 rr2508 20250708 3594.0 ... 3587.00 3585.00 RR
193 rr2509 20250708 3597.0 ... 3595.00 3598.00 RR
194 rr2510 20250708 3610.0 ... 3608.00 3611.00 RR
195 rr2511 20250708 3605.0 ... 3605.00 3606.00 RR
196 rr2512 20250708 3596.0 ... 3596.00 3604.00 RR
197 rr2601 20250708 3603.0 ... 3598.00 3604.00 RR
198 rr2602 20250708 3617.0 ... 3610.00 3614.00 RR
199 rr2603 20250708 3611.0 ... 3611.00 3614.00 RR
200 rr2604 20250708 3625.0 ... 3622.00 3619.00 RR
201 rr2605 20250708 3615.0 ... 3614.00 3617.00 RR
202 rr2606 20250708 0.0 ... 3609.00 3609.00 RR
203 v2507 20250708 4821.0 ... 4812.00 4818.00 V
204 v2508 20250708 4856.0 ... 4848.00 4855.00 V
205 v2509 20250708 4882.0 ... 4886.00 4891.00 V
206 v2510 20250708 4919.0 ... 4915.00 4917.00 V
207 v2511 20250708 4950.0 ... 4944.00 4948.00 V
208 v2512 20250708 4966.0 ... 4969.00 4978.00 V
209 v2601 20250708 4995.0 ... 4991.00 4989.00 V
210 v2602 20250708 5003.0 ... 5013.00 5004.00 V
211 v2603 20250708 5035.0 ... 5035.00 5029.00 V
212 v2604 20250708 5181.0 ... 5177.00 5169.00 V
213 v2605 20250708 5190.0 ... 5198.00 5190.00 V
214 v2606 20250708 5204.0 ... 5209.00 5199.00 V
215 y2507 20250708 0.0 ... 8038.00 8038.00 Y
216 y2508 20250708 7884.0 ... 7884.00 7894.00 Y
217 y2509 20250708 7888.0 ... 7908.00 7896.00 Y
218 y2511 20250708 7920.0 ... 7930.00 7920.00 Y
219 y2512 20250708 7956.0 ... 7972.00 7956.00 Y
220 y2601 20250708 7902.0 ... 7910.00 7896.00 Y
221 y2603 20250708 7818.0 ... 7820.00 7800.00 Y
222 y2605 20250708 7604.0 ... 7612.00 7602.00 Y
[223 rows x 12 columns]
2025-07-08 20:16:10,273 - future_1d - INFO - ak.get_dce_daily('2025-07-08') done
symbol date open high ... turnover settle pre_settle variety
0 SC2508 20250708 505.5 513.8 ... 7741069.04 509.9 501.3 SC
1 SC2509 20250708 502.7 508.4 ... 1711097.24 505 496.9 SC
2 SC2510 20250708 496 500.3 ... 366004.61 497.6 490.6 SC
3 SC2511 20250708 490.6 494.9 ... 50024.83 491.4 485.9 SC
4 SC2512 20250708 486.6 490.7 ... 50669.61 487.2 482.5 SC
5 SC2601 20250708 484.2 487.8 ... 26193.5 484.1 480.5 SC
6 SC2602 20250708 482.2 484.6 ... 13084.75 477.5 478.5 SC
7 SC2603 20250708 476.1 481.6 ... 1386.43 478 474.4 SC
8 SC2604 20250708 475.6 475.6 ... 95.12 475.6 473.4 SC
9 SC2605 20250708 ... 0 473.2 473.1 SC
10 SC2606 20250708 477 477 ... 664.64 474.7 470.9 SC
11 SC2607 20250708 ... 0 471.9 471.9 SC
12 SC2609 20250708 473.4 474.1 ... 141.74 472.4 468 SC
13 SC2612 20250708 468.3 473.8 ... 188.39 470.9 465.1 SC
14 SC2703 20250708 ... 0 466.9 466.2 SC
15 SC2706 20250708 473.5 473.5 ... 94.1 470.5 464.3 SC
16 SC2709 20250708 ... 0 464.9 464 SC
17 SC2712 20250708 466.5 466.5 ... 46.65 466.5 461 SC
18 SC2803 20250708 465.4 465.4 ... 139.6 465.3 461.5 SC
19 SC2806 20250708 463.8 463.9 ... 231.64 463.2 461.3 SC
21 LU2508 20250708 3663 3699 ... 8779.438 3678 3617 LU
22 LU2509 20250708 3637 3684 ... 309091.246 3662 3602 LU
23 LU2510 20250708 3610 3643 ... 92684.189 3625 3573 LU
24 LU2511 20250708 3578 3607 ... 3229.28 3588 3545 LU
25 LU2512 20250708 3547 3568 ... 191.752 3550 3501 LU
26 LU2601 20250708 3524 3537 ... 194.019 3527 3488 LU
27 LU2602 20250708 3503 3512 ... 10.519 3506 3475 LU
28 LU2603 20250708 3484 3498 ... 27.912 3489 3475 LU
29 LU2604 20250708 3485 3487 ... 13.944 3486 3425 LU
30 LU2605 20250708 3456 3470 ... 34.63 3463 3413 LU
31 LU2606 20250708 3450 3450 ... 17.247 3449 3398 LU
32 LU2607 20250708 3445 3445 ... 3.445 3445 3403 LU
34 NR2507 20250708 11980 12060 ... 2865.85 11940 11960 NR
35 NR2508 20250708 12030 12130 ... 671760.75 12045 12005 NR
36 NR2509 20250708 12055 12130 ... 394393.425 12050 11995 NR
37 NR2510 20250708 12045 12135 ... 71143.42 12055 12005 NR
38 NR2511 20250708 12050 12145 ... 10366.365 12080 12005 NR
39 NR2512 20250708 12110 12170 ... 5859.625 12105 12030 NR
40 NR2601 20250708 12120 12190 ... 10453.56 12125 12055 NR
41 NR2602 20250708 12170 12170 ... 24.34 12170 12075 NR
42 NR2603 20250708 12165 12165 ... 48.62 12155 12070 NR
43 NR2604 20250708 12155 12235 ... 60.875 12175 12065 NR
44 NR2605 20250708 12180 12255 ... 73.295 12215 12105 NR
45 NR2606 20250708 ... 0 12260 12260 NR
47 BC2507 20250708 70600 70600 ... 353 70600 70600 BC
48 BC2508 20250708 70660 70900 ... 102008.585 70690 70770 BC
49 BC2509 20250708 70490 70770 ... 7935.07 70530 70590 BC
50 BC2510 20250708 ... 0 70980 70980 BC
51 BC2511 20250708 ... 0 71800 71800 BC
52 BC2512 20250708 ... 0 70700 70700 BC
53 BC2601 20250708 ... 0 70900 71130 BC
54 BC2602 20250708 ... 0 69410 69410 BC
55 BC2603 20250708 ... 0 69290 69290 BC
56 BC2604 20250708 ... 0 70800 70800 BC
57 BC2605 20250708 ... 0 70970 70970 BC
58 BC2606 20250708 ... 0 70490 70490 BC
60 EC2508 20250708 1900 2038 ... 570605.501 1979 1872.2 EC
61 EC2510 20250708 1358 1414 ... 149230.498 1387.7 1341.2 EC
62 EC2512 20250708 1552.1 1611.3 ... 29338.399 1571.8 1518.9 EC
63 EC2602 20250708 1337.1 1380 ... 5019.276 1356.5 1326.2 EC
64 EC2604 20250708 1170 1195 ... 8057.382 1181.4 1163.3 EC
65 EC2606 20250708 1330 1344 ... 866.5095 1333 1314.7 EC
68 SC_TAS2508 20250708 ... SC_TAS
69 SC_TAS2509 20250708 ... SC_TAS
70 SC_TAS2510 20250708 ... SC_TAS
71 SC_TAS2511 20250708 ... SC_TAS
[66 rows x 12 columns]
2025-07-08 20:16:10,348 - future_1d - INFO - ak.get_ine_daily('2025-07-08') done
2025-07-08 20:16:12,103 - future_1d - INFO - save future_daily 2025-07-08 add
2025-07-08 20:16:12,110 - future_1d - INFO - 0 1 2 3 4
symbol a2507 a2509 a2511 a2601 a2603
date 2025-07-08 2025-07-08 2025-07-08 2025-07-08 2025-07-08
opencol 4150.0 4083.0 4033.0 4018.0 4012.0
high 4150.0 4118.0 4051.0 4036.0 4027.0
low 4150.0 4068.0 4022.0 4009.0 4002.0
close 4150.0 4104.0 4042.0 4030.0 4022.0
volume 100.0 142102.0 20054.0 7062.0 2905.0
open_interest 1503.0 199776.0 74617.0 22325.0 24494.0
turnover 415.0 581244.61 80976.43 28409.19 11662.56
settle 4150.0 4090.0 4037.0 4022.0 4014.0
pre_settle 4156.0 4091.0 4040.0 4022.0 4014.0
variety A A A A A
exchange DCE DCE DCE DCE DCE
comd a a a a a
contract a2507 a2509 a2511 a2601 a2603
contract_yymm 2507 2509 2511 2601 2603
maturity_month 0 2 4 6 8
maturity_day -7 55 116 177 236