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2025-09-25 16:25:20 Thu START TASK.01 future_1d future_daily
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2025-09-25 16:25:22,910 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 a2511 20250917 3924.00 ... 3914.00 3934.00 A
1 a2601 20250917 3933.00 ... 3919.00 3937.00 A
2 a2603 20250917 3938.00 ... 3924.00 3943.00 A
3 a2605 20250917 3981.00 ... 3964.00 3984.00 A
4 a2607 20250917 3984.00 ... 3970.00 3990.00 A
5 a2609 20250917 3993.00 ... 3976.00 3998.00 A
6 b2510 20250917 3705.00 ... 3689.00 3704.00 B
7 b2511 20250917 3734.00 ... 3705.00 3745.00 B
8 b2512 20250917 3774.00 ... 3748.00 3778.00 B
9 b2601 20250917 3772.00 ... 3741.00 3765.00 B
10 b2602 20250917 3750.00 ... 3725.00 3748.00 B
11 b2603 20250917 3699.00 ... 3682.00 3701.00 B
12 b2604 20250917 3590.00 ... 3577.00 3589.00 B
13 b2605 20250917 3520.00 ... 3508.00 3519.00 B
14 b2606 20250917 3489.00 ... 3482.00 3489.00 B
15 b2607 20250917 3488.00 ... 3484.00 3488.00 B
16 b2608 20250917 3588.00 ... 3582.00 3586.00 B
17 b2609 20250917 3613.00 ... 3591.00 3607.00 B
18 bb2511 20250917 142.35 ... 142.30 142.25 BB
19 bb2601 20250917 146.95 ... 146.95 147.30 BB
20 bb2603 20250917 0.00 ... 146.90 146.90 BB
21 bb2605 20250917 0.00 ... 141.60 141.90 BB
22 bb2607 20250917 0.00 ... 146.40 146.70 BB
23 bb2609 20250917 0.00 ... 146.40 146.70 BB
24 bz2603 20250917 6090.00 ... 6069.00 6078.00 BZ
25 bz2604 20250917 6069.00 ... 6046.00 6069.00 BZ
26 bz2605 20250917 0.00 ... 6072.00 6072.00 BZ
27 bz2606 20250917 0.00 ... 6008.00 6008.00 BZ
28 bz2607 20250917 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250917 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250917 2166.00 ... 2163.00 2169.00 C
31 c2601 20250917 2153.00 ... 2155.00 2158.00 C
32 c2603 20250917 2166.00 ... 2166.00 2173.00 C
33 c2605 20250917 2226.00 ... 2226.00 2231.00 C
34 c2607 20250917 2243.00 ... 2240.00 2246.00 C
35 c2609 20250917 2256.00 ... 2254.00 2262.00 C
36 cs2511 20250917 2442.00 ... 2448.00 2445.00 CS
37 cs2601 20250917 2467.00 ... 2471.00 2475.00 CS
38 cs2603 20250917 2477.00 ... 2479.00 2485.00 CS
39 cs2605 20250917 2564.00 ... 2562.00 2568.00 CS
40 cs2607 20250917 2568.00 ... 2567.00 2575.00 CS
41 cs2609 20250917 2585.00 ... 2585.00 2592.00 CS
42 eb2509 20250917 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250917 7175.00 ... 7159.00 7158.00 EB
44 eb2511 20250917 7197.00 ... 7176.00 7170.00 EB
45 eb2512 20250917 7195.00 ... 7182.00 7175.00 EB
46 eb2601 20250917 7195.00 ... 7200.00 7195.00 EB
47 eb2602 20250917 7219.00 ... 7220.00 7216.00 EB
48 eb2603 20250917 7254.00 ... 7240.00 7237.00 EB
49 eb2604 20250917 7276.00 ... 7273.00 7272.00 EB
50 eb2605 20250917 7295.00 ... 7288.00 7288.00 EB
51 eb2606 20250917 0.00 ... 7297.00 7297.00 EB
52 eb2607 20250917 0.00 ... 7314.00 7314.00 EB
53 eb2608 20250917 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250917 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250917 4309.00 ... 4312.00 4314.00 EG
56 eg2511 20250917 4287.00 ... 4280.00 4291.00 EG
57 eg2512 20250917 4287.00 ... 4273.00 4306.00 EG
58 eg2601 20250917 4283.00 ... 4289.00 4298.00 EG
59 eg2602 20250917 4293.00 ... 4295.00 4308.00 EG
60 eg2603 20250917 4294.00 ... 4298.00 4302.00 EG
61 eg2604 20250917 4343.00 ... 4340.00 4340.00 EG
62 eg2605 20250917 4341.00 ... 4340.00 4349.00 EG
63 eg2606 20250917 4354.00 ... 4348.00 4332.00 EG
64 eg2607 20250917 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250917 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250917 1269.50 ... 1268.50 1269.00 FB
67 fb2511 20250917 1251.50 ... 1251.00 1257.00 FB
68 fb2512 20250917 1262.50 ... 1259.50 1263.50 FB
69 fb2601 20250917 1253.00 ... 1253.50 1255.50 FB
70 fb2602 20250917 1249.50 ... 1248.50 1249.50 FB
71 fb2603 20250917 1249.00 ... 1249.00 1250.50 FB
72 fb2604 20250917 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250917 0.00 ... 1301.50 1301.50 FB
74 fb2606 20250917 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250917 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250917 0.00 ... 1285.00 1285.00 FB
77 fb2609 20250917 0.00 ... 1296.00 1296.00 FB
78 i2510 20250917 821.00 ... 820.00 824.50 I
79 i2511 20250917 818.00 ... 815.50 819.00 I
80 i2512 20250917 812.50 ... 809.50 814.00 I
81 i2601 20250917 804.00 ... 801.00 805.50 I
82 i2602 20250917 800.00 ... 795.50 800.50 I
83 i2603 20250917 794.00 ... 790.00 795.00 I
84 i2604 20250917 790.00 ... 786.50 791.00 I
85 i2605 20250917 783.00 ... 780.00 783.50 I
86 i2606 20250917 777.50 ... 775.00 777.50 I
87 i2607 20250917 773.50 ... 770.50 773.50 I
88 i2608 20250917 769.00 ... 766.00 768.50 I
89 i2609 20250917 763.00 ... 760.50 764.00 I
90 j2510 20250917 1636.50 ... 1628.50 1628.50 J
91 j2511 20250917 1670.00 ... 1655.50 1662.00 J
92 j2512 20250917 1688.00 ... 1691.00 1690.00 J
93 j2601 20250917 1740.00 ... 1728.00 1726.50 J
94 j2602 20250917 1754.00 ... 1754.00 1755.00 J
95 j2603 20250917 0.00 ... 1763.50 1721.50 J
96 j2604 20250917 0.00 ... 1814.00 1814.00 J
97 j2605 20250917 1873.00 ... 1857.00 1868.50 J
98 j2606 20250917 0.00 ... 1887.00 1887.00 J
99 j2607 20250917 1885.00 ... 1885.00 1900.50 J
100 j2608 20250917 0.00 ... 1906.00 1906.00 J
101 j2609 20250917 1898.00 ... 1895.00 1911.50 J
102 jd2509 20250917 3235.00 ... 3226.00 3265.00 JD
103 jd2510 20250917 3080.00 ... 3063.00 3116.00 JD
104 jd2511 20250917 3098.00 ... 3110.00 3132.00 JD
105 jd2512 20250917 3200.00 ... 3208.00 3232.00 JD
106 jd2601 20250917 3370.00 ... 3375.00 3382.00 JD
107 jd2602 20250917 3125.00 ... 3117.00 3121.00 JD
108 jd2603 20250917 3141.00 ... 3130.00 3133.00 JD
109 jd2604 20250917 3330.00 ... 3318.00 3308.00 JD
110 jd2605 20250917 3435.00 ... 3436.00 3422.00 JD
111 jd2606 20250917 3247.00 ... 3245.00 3228.00 JD
112 jd2607 20250917 3490.00 ... 3487.00 3476.00 JD
113 jd2608 20250917 3915.00 ... 3916.00 3905.00 JD
114 jm2510 20250917 1047.00 ... 1043.00 1037.00 JM
115 jm2511 20250917 1108.00 ... 1094.50 1102.50 JM
116 jm2512 20250917 1180.00 ... 1163.50 1170.50 JM
117 jm2601 20250917 1255.00 ... 1229.50 1228.50 JM
118 jm2602 20250917 1270.50 ... 1252.50 1258.50 JM
119 jm2603 20250917 1298.00 ... 1269.50 1280.50 JM
120 jm2604 20250917 1324.00 ... 1288.50 1304.50 JM
121 jm2605 20250917 1340.00 ... 1309.00 1324.00 JM
122 jm2606 20250917 1350.50 ... 1326.00 1339.00 JM
123 jm2607 20250917 1364.50 ... 1331.50 1349.50 JM
124 jm2608 20250917 1377.50 ... 1342.50 1358.50 JM
125 jm2609 20250917 1395.00 ... 1363.50 1371.50 JM
126 l2510 20250917 7176.00 ... 7165.00 7177.00 L
127 l2511 20250917 7209.00 ... 7195.00 7209.00 L
128 l2512 20250917 7239.00 ... 7225.00 7239.00 L
129 l2601 20250917 7252.00 ... 7249.00 7260.00 L
130 l2602 20250917 7244.00 ... 7241.00 7246.00 L
131 l2603 20250917 7259.00 ... 7257.00 7262.00 L
132 l2604 20250917 7294.00 ... 7290.00 7284.00 L
133 l2605 20250917 7285.00 ... 7290.00 7284.00 L
134 l2606 20250917 7282.00 ... 7280.00 7283.00 L
135 l2607 20250917 7301.00 ... 7302.00 7296.00 L
136 l2608 20250917 7309.00 ... 7310.00 7306.00 L
137 l2609 20250917 7315.00 ... 7311.00 7299.00 L
138 lg2509 20250917 770.00 ... 770.00 768.00 LG
139 lg2511 20250917 806.50 ... 808.50 806.50 LG
140 lg2601 20250917 820.50 ... 822.50 820.50 LG
141 lg2603 20250917 826.00 ... 827.00 826.50 LG
142 lg2605 20250917 832.50 ... 831.50 832.50 LG
143 lg2607 20250917 832.00 ... 832.50 833.00 LG
144 lh2509 20250917 12985.00 ... 12985.00 13100.00 LH
145 lh2511 20250917 13110.00 ... 13055.00 13210.00 LH
146 lh2601 20250917 13690.00 ... 13575.00 13725.00 LH
147 lh2603 20250917 13025.00 ... 13005.00 13025.00 LH
148 lh2605 20250917 13600.00 ... 13540.00 13555.00 LH
149 lh2607 20250917 14400.00 ... 14315.00 14240.00 LH
150 m2511 20250917 3009.00 ... 2980.00 3015.00 M
151 m2512 20250917 3058.00 ... 3031.00 3064.00 M
152 m2601 20250917 3042.00 ... 3019.00 3046.00 M
153 m2603 20250917 2980.00 ... 2960.00 2986.00 M
154 m2605 20250917 2804.00 ... 2790.00 2807.00 M
155 m2607 20250917 2783.00 ... 2774.00 2786.00 M
156 m2608 20250917 2911.00 ... 2901.00 2912.00 M
157 m2609 20250917 2915.00 ... 2904.00 2918.00 M
158 p2510 20250917 9402.00 ... 9408.00 9406.00 P
159 p2511 20250917 9466.00 ... 9416.00 9432.00 P
160 p2512 20250917 9506.00 ... 9464.00 9462.00 P
161 p2601 20250917 9534.00 ... 9494.00 9484.00 P
162 p2602 20250917 9498.00 ... 9464.00 9434.00 P
163 p2603 20250917 9466.00 ... 9416.00 9404.00 P
164 p2604 20250917 9400.00 ... 9340.00 9326.00 P
165 p2605 20250917 9290.00 ... 9258.00 9242.00 P
166 p2606 20250917 9198.00 ... 9140.00 9126.00 P
167 p2607 20250917 9090.00 ... 9060.00 9020.00 P
168 p2608 20250917 9028.00 ... 8988.00 8954.00 P
169 p2609 20250917 8930.00 ... 8922.00 8882.00 P
170 pg2509 20250917 3798.00 ... 3752.00 3750.00 PG
171 pg2510 20250917 4477.00 ... 4485.00 4494.00 PG
172 pg2511 20250917 4428.00 ... 4431.00 4440.00 PG
173 pg2512 20250917 4370.00 ... 4372.00 4377.00 PG
174 pg2601 20250917 4303.00 ... 4305.00 4313.00 PG
175 pg2602 20250917 4235.00 ... 4240.00 4242.00 PG
176 pg2603 20250917 4146.00 ... 4148.00 4151.00 PG
177 pg2604 20250917 4449.00 ... 4476.00 4476.00 PG
178 pg2605 20250917 4375.00 ... 4383.00 4385.00 PG
179 pg2606 20250917 4327.00 ... 4327.00 4323.00 PG
180 pg2607 20250917 0.00 ... 4270.00 4270.00 PG
181 pg2608 20250917 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250917 6898.00 ... 6878.00 6887.00 PP
183 pp2511 20250917 6906.00 ... 6916.00 6922.00 PP
184 pp2512 20250917 6952.00 ... 6951.00 6959.00 PP
185 pp2601 20250917 6977.00 ... 6982.00 6992.00 PP
186 pp2602 20250917 6961.00 ... 6958.00 6966.00 PP
187 pp2603 20250917 6969.00 ... 6969.00 6958.00 PP
188 pp2604 20250917 6992.00 ... 6996.00 6979.00 PP
189 pp2605 20250917 7005.00 ... 7013.00 7010.00 PP
190 pp2606 20250917 6983.00 ... 6982.00 6966.00 PP
191 pp2607 20250917 6952.00 ... 6950.00 6945.00 PP
192 pp2608 20250917 6958.00 ... 6958.00 6944.00 PP
193 pp2609 20250917 6977.00 ... 6983.00 6976.00 PP
194 rr2510 20250917 3604.00 ... 3604.00 3594.00 RR
195 rr2511 20250917 3604.00 ... 3605.00 3602.00 RR
196 rr2512 20250917 3601.00 ... 3599.00 3598.00 RR
197 rr2601 20250917 3621.00 ... 3621.00 3617.00 RR
198 rr2602 20250917 3599.00 ... 3599.00 3597.00 RR
199 rr2603 20250917 3608.00 ... 3608.00 3610.00 RR
200 rr2604 20250917 3611.00 ... 3611.00 3607.00 RR
201 rr2605 20250917 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250917 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250917 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250917 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250917 0.00 ... 3614.00 3614.00 RR
206 v2510 20250917 4853.00 ... 4852.00 4849.00 V
207 v2511 20250917 4881.00 ... 4883.00 4882.00 V
208 v2512 20250917 4929.00 ... 4924.00 4921.00 V
209 v2601 20250917 4966.00 ... 4967.00 4964.00 V
210 v2602 20250917 5003.00 ... 5005.00 4998.00 V
211 v2603 20250917 5038.00 ... 5035.00 5028.00 V
212 v2604 20250917 5234.00 ... 5228.00 5233.00 V
213 v2605 20250917 5266.00 ... 5268.00 5270.00 V
214 v2606 20250917 5301.00 ... 5299.00 5302.00 V
215 v2607 20250917 5321.00 ... 5329.00 5327.00 V
216 v2608 20250917 5371.00 ... 5366.00 5368.00 V
217 v2609 20250917 5373.00 ... 5382.00 5384.00 V
218 y2511 20250917 8458.00 ... 8440.00 8446.00 Y
219 y2512 20250917 8478.00 ... 8476.00 8462.00 Y
220 y2601 20250917 8448.00 ... 8422.00 8418.00 Y
221 y2603 20250917 8356.00 ... 8350.00 8336.00 Y
222 y2605 20250917 8150.00 ... 8132.00 8122.00 Y
223 y2607 20250917 8094.00 ... 8088.00 8076.00 Y
224 y2608 20250917 8114.00 ... 8104.00 8078.00 Y
225 y2609 20250917 8100.00 ... 8080.00 8086.00 Y
[226 rows x 12 columns]
2025-09-25 16:25:23,656 - future_1d - INFO - ak.get_dce_daily('2025-09-17') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250917 ... 80720 81090 CU
1 1 CU2511 20250917 ... 80750 81090 CU
2 2 CU2512 20250917 ... 80730 81090 CU
3 3 CU2601 20250917 ... 80730 81150 CU
4 4 CU2602 20250917 ... 80720 81190 CU
5 5 CU2603 20250917 ... 80730 81130 CU
6 6 CU2604 20250917 ... 80700 81120 CU
7 7 CU2605 20250917 ... 80830 80980 CU
8 8 CU2606 20250917 ... 80700 81080 CU
9 9 CU2607 20250917 ... 80680 81060 CU
10 10 CU2608 20250917 ... 80600 81100 CU
11 11 CU2609 20250917 ... 80650 81100 CU
12 12 BC2510 20250917 ... 71650 72020 BC
13 13 BC2511 20250917 ... 71640 72070 BC
14 14 BC2512 20250917 ... 71670 72120 BC
15 15 BC2601 20250917 ... 72000 72000 BC
16 16 BC2602 20250917 ... 71650 71650 BC
17 17 BC2603 20250917 ... 71950 71950 BC
18 18 BC2604 20250917 ... 71550 71550 BC
19 19 BC2605 20250917 ... 71550 71550 BC
20 20 BC2606 20250917 ... 71500 71500 BC
21 21 BC2607 20250917 ... 71560 71560 BC
22 22 BC2608 20250917 ... 71550 71550 BC
23 23 BC2609 20250917 ... 71550 71550 BC
24 24 AL2510 20250917 ... 20965 20990 AL
25 25 AL2511 20250917 ... 20980 21010 AL
26 26 AL2512 20250917 ... 20965 20985 AL
27 27 AL2601 20250917 ... 20940 20960 AL
28 28 AL2602 20250917 ... 20930 20965 AL
29 29 AL2603 20250917 ... 20935 20990 AL
30 30 AL2604 20250917 ... 20955 21015 AL
31 31 AL2605 20250917 ... 20965 21040 AL
32 32 AL2606 20250917 ... 20960 21005 AL
33 33 AL2607 20250917 ... 20950 21035 AL
34 34 AL2608 20250917 ... 20960 20965 AL
35 35 AL2609 20250917 ... 21010 20985 AL
36 36 ZN2510 20250917 ... 22280 22300 ZN
37 37 ZN2511 20250917 ... 22285 22315 ZN
38 38 ZN2512 20250917 ... 22300 22330 ZN
39 39 ZN2601 20250917 ... 22330 22360 ZN
40 40 ZN2602 20250917 ... 22370 22370 ZN
41 41 ZN2603 20250917 ... 22360 22370 ZN
42 42 ZN2604 20250917 ... 22410 22420 ZN
43 43 ZN2605 20250917 ... 22410 22430 ZN
44 44 ZN2606 20250917 ... 22445 22490 ZN
45 45 ZN2607 20250917 ... 22465 22460 ZN
46 46 ZN2608 20250917 ... 22460 22480 ZN
47 47 ZN2609 20250917 ... 22475 22450 ZN
48 48 PB2510 20250917 ... 17080 17080 PB
49 49 PB2511 20250917 ... 17095 17100 PB
50 50 PB2512 20250917 ... 17105 17105 PB
51 51 PB2601 20250917 ... 17115 17115 PB
52 52 PB2602 20250917 ... 17125 17120 PB
53 53 PB2603 20250917 ... 17190 17130 PB
54 54 PB2604 20250917 ... 17195 17205 PB
55 55 PB2605 20250917 ... 17170 17170 PB
56 56 PB2606 20250917 ... 17145 17105 PB
57 57 PB2607 20250917 ... 17150 17155 PB
58 58 PB2608 20250917 ... 17220 17165 PB
59 59 PB2609 20250917 ... 17220 17165 PB
60 60 NI2510 20250917 ... 122030 122790 NI
61 61 NI2511 20250917 ... 122160 122930 NI
62 62 NI2512 20250917 ... 122290 123120 NI
63 63 NI2601 20250917 ... 122520 123300 NI
64 64 NI2602 20250917 ... 122720 123650 NI
65 65 NI2603 20250917 ... 122830 123590 NI
66 66 NI2604 20250917 ... 122970 123800 NI
67 67 NI2605 20250917 ... 123320 124130 NI
68 68 NI2606 20250917 ... 123320 124360 NI
69 69 NI2607 20250917 ... 123610 124590 NI
70 70 NI2608 20250917 ... 124070 125030 NI
71 71 NI2609 20250917 ... 124300 124490 NI
72 72 SN2510 20250917 ... 273090 272740 SN
73 73 SN2511 20250917 ... 273310 273020 SN
74 74 SN2512 20250917 ... 273260 273040 SN
75 75 SN2601 20250917 ... 272970 273310 SN
76 76 SN2602 20250917 ... 273360 273130 SN
77 77 SN2603 20250917 ... 272790 273430 SN
78 78 SN2604 20250917 ... 274190 273380 SN
79 79 SN2605 20250917 ... 273160 273620 SN
80 80 SN2606 20250917 ... 272960 274060 SN
81 81 SN2607 20250917 ... 273500 275180 SN
82 82 SN2608 20250917 ... 273820 275620 SN
83 83 SN2609 20250917 ... 274140 275630 SN
84 84 AO2510 20250917 ... 2917 2957 AO
85 85 AO2511 20250917 ... 2920 2964 AO
86 86 AO2512 20250917 ... 2934 2979 AO
87 87 AO2601 20250917 ... 2941 2989 AO
88 88 AO2602 20250917 ... 2947 2996 AO
89 89 AO2603 20250917 ... 3018 3052 AO
90 90 AO2604 20250917 ... 3022 3063 AO
91 91 AO2605 20250917 ... 3027 3066 AO
92 92 AO2606 20250917 ... 3035 3077 AO
93 93 AO2607 20250917 ... 3050 3084 AO
94 94 AO2608 20250917 ... 3051 3091 AO
95 95 AO2609 20250917 ... 3069 3107 AO
96 96 AD2511 20250917 ... 20480 20505 AD
97 97 AD2512 20250917 ... 20515 20525 AD
98 98 AD2601 20250917 ... 20540 20550 AD
99 99 AD2602 20250917 ... 20540 20540 AD
100 100 AD2603 20250917 ... 20500 20500 AD
101 101 AD2604 20250917 ... 20485 20485 AD
102 102 AD2605 20250917 ... 20520 20520 AD
103 103 AD2606 20250917 ... 20455 20455 AD
104 104 AD2607 20250917 ... 20510 20510 AD
105 105 AD2608 20250917 ... 20515 20515 AD
106 106 AD2609 20250917 ... 20515 20515 AD
107 107 AU2510 20250917 ... 839 838.12 AU
108 108 AU2511 20250917 ... 839.9 839.4 AU
109 109 AU2512 20250917 ... 841.3 840.76 AU
110 110 AU2602 20250917 ... 843.8 843.2 AU
111 111 AU2604 20250917 ... 846.48 845.18 AU
112 112 AU2606 20250917 ... 848.26 847.54 AU
113 113 AU2608 20250917 ... 850.82 850.08 AU
114 114 AU2610 20250917 ... 853.12 852.26 AU
115 115 AG2510 20250917 ... 10014 10084 AG
116 116 AG2511 20250917 ... 10025 10095 AG
117 117 AG2512 20250917 ... 10030 10111 AG
118 118 AG2601 20250917 ... 10048 10121 AG
119 119 AG2602 20250917 ... 10059 10131 AG
120 120 AG2603 20250917 ... 10069 10146 AG
121 121 AG2604 20250917 ... 10087 10143 AG
122 122 AG2605 20250917 ... 10088 10175 AG
123 123 AG2606 20250917 ... 10098 10188 AG
124 124 AG2607 20250917 ... 10116 10204 AG
125 125 AG2608 20250917 ... 10136 10214 AG
126 126 AG2609 20250917 ... 10132 10233 AG
127 127 RB2510 20250917 ... 3061 3070 RB
128 128 RB2511 20250917 ... 3080 3089 RB
129 129 RB2512 20250917 ... 3133 3134 RB
130 130 RB2601 20250917 ... 3155 3166 RB
131 131 RB2602 20250917 ... 3157 3176 RB
132 132 RB2603 20250917 ... 3180 3193 RB
133 133 RB2604 20250917 ... 3206 3221 RB
134 134 RB2605 20250917 ... 3226 3234 RB
135 135 RB2606 20250917 ... 3241 3248 RB
136 136 RB2607 20250917 ... 3258 3263 RB
137 137 RB2608 20250917 ... 3258 3269 RB
138 138 RB2609 20250917 ... 3270 3277 RB
139 139 WR2510 20250917 ... 3288 3306 WR
140 140 WR2511 20250917 ... 3302 3302 WR
141 141 WR2512 20250917 ... 3324 3324 WR
142 142 WR2601 20250917 ... 3349 3357 WR
143 143 WR2602 20250917 ... 3358 3358 WR
144 144 WR2603 20250917 ... 3395 3395 WR
145 145 WR2604 20250917 ... 3389 3389 WR
146 146 WR2605 20250917 ... 3414 3414 WR
147 147 WR2606 20250917 ... 3372 3372 WR
148 148 WR2607 20250917 ... 3390 3390 WR
149 149 WR2608 20250917 ... 3399 3399 WR
150 150 WR2609 20250917 ... 3558 3581 WR
151 151 HC2510 20250917 ... 3413 3431 HC
152 152 HC2511 20250917 ... 3401 3420 HC
153 153 HC2512 20250917 ... 3391 3409 HC
154 154 HC2601 20250917 ... 3384 3403 HC
155 155 HC2602 20250917 ... 3390 3407 HC
156 156 HC2603 20250917 ... 3385 3405 HC
157 157 HC2604 20250917 ... 3388 3407 HC
158 158 HC2605 20250917 ... 3395 3410 HC
159 159 HC2606 20250917 ... 3394 3414 HC
160 160 HC2607 20250917 ... 3407 3420 HC
161 161 HC2608 20250917 ... 3410 3423 HC
162 162 HC2609 20250917 ... 3412 3419 HC
163 163 SS2510 20250917 ... 12825 12955 SS
164 164 SS2511 20250917 ... 12935 13055 SS
165 165 SS2512 20250917 ... 12980 13090 SS
166 166 SS2601 20250917 ... 13055 13155 SS
167 167 SS2602 20250917 ... 13115 13220 SS
168 168 SS2603 20250917 ... 13165 13250 SS
169 169 SS2604 20250917 ... 13245 13325 SS
170 170 SS2605 20250917 ... 13320 13410 SS
171 171 SS2606 20250917 ... 13350 13435 SS
172 172 SS2607 20250917 ... 13405 13450 SS
173 173 SS2608 20250917 ... 13445 13575 SS
174 174 SS2609 20250917 ... 13515 13605 SS
175 175 SC2510 20250917 ... 498.4 492.1 SC
176 176 SC2511 20250917 ... 499.8 493.5 SC
177 177 SC2512 20250917 ... 496.8 491.1 SC
178 178 SC2601 20250917 ... 494.7 490.1 SC
179 179 SC2602 20250917 ... 492.1 488 SC
180 180 SC2603 20250917 ... 491.8 487.7 SC
181 181 SC2604 20250917 ... 490.3 486.4 SC
182 182 SC2605 20250917 ... 490.5 486.3 SC
183 183 SC2606 20250917 ... 489.4 485.6 SC
184 184 SC2607 20250917 ... 488.3 485.7 SC
185 185 SC2608 20250917 ... 487.5 484.2 SC
186 186 SC2609 20250917 ... 484 481.9 SC
187 187 SC2612 20250917 ... 481 479.8 SC
188 188 SC2703 20250917 ... 475.1 474.6 SC
189 189 SC2706 20250917 ... 476.8 474.7 SC
190 190 SC2709 20250917 ... 473.2 473.2 SC
191 191 SC2712 20250917 ... 473.7 472.1 SC
192 192 SC2803 20250917 ... 473.6 473.6 SC
193 193 SC2806 20250917 ... 473 471.1 SC
194 194 SC2809 20250917 ... 469 469 SC
195 195 LU2510 20250917 ... 3422 3370 LU
196 196 LU2511 20250917 ... 3447 3396 LU
197 197 LU2512 20250917 ... 3429 3377 LU
198 198 LU2601 20250917 ... 3421 3369 LU
199 199 LU2602 20250917 ... 3410 3354 LU
200 200 LU2603 20250917 ... 3387 3350 LU
201 201 LU2604 20250917 ... 3389 3349 LU
202 202 LU2605 20250917 ... 3388 3341 LU
203 203 LU2606 20250917 ... 3399 3348 LU
204 204 LU2607 20250917 ... 3379 3342 LU
205 205 LU2608 20250917 ... 3378 3343 LU
206 206 LU2609 20250917 ... 3360 3336 LU
207 207 FU2510 20250917 ... 2857 2829 FU
208 208 FU2511 20250917 ... 2863 2830 FU
209 209 FU2512 20250917 ... 2847 2815 FU
210 210 FU2601 20250917 ... 2833 2799 FU
211 211 FU2602 20250917 ... 2812 2781 FU
212 212 FU2603 20250917 ... 2803 2771 FU
213 213 FU2604 20250917 ... 2796 2767 FU
214 214 FU2605 20250917 ... 2785 2751 FU
215 215 FU2606 20250917 ... 2774 2744 FU
216 216 FU2607 20250917 ... 2754 2730 FU
217 217 FU2608 20250917 ... 2746 2723 FU
218 218 FU2609 20250917 ... 2723 2703 FU
219 219 BU2510 20250917 ... 3448 3437 BU
220 220 BU2511 20250917 ... 3439 3425 BU
221 221 BU2512 20250917 ... 3401 3384 BU
222 222 BU2601 20250917 ... 3382 3367 BU
223 223 BU2602 20250917 ... 3380 3366 BU
224 224 BU2603 20250917 ... 3383 3355 BU
225 225 BU2604 20250917 ... 3375 3340 BU
226 226 BU2605 20250917 ... 3374 3359 BU
227 227 BU2606 20250917 ... 3374 3358 BU
228 228 BU2607 20250917 ... 3363 3353 BU
229 229 BU2608 20250917 ... 3367 3350 BU
230 230 BU2609 20250917 ... 3357 3345 BU
231 231 BU2612 20250917 ... 3321 3308 BU
232 232 BU2703 20250917 ... 3325 3311 BU
233 233 BU2706 20250917 ... 3325 3319 BU
234 234 BU2709 20250917 ... 3314 3308 BU
235 235 BR2510 20250917 ... 11665 11710 BR
236 236 BR2511 20250917 ... 11620 11670 BR
237 237 BR2512 20250917 ... 11620 11660 BR
238 238 BR2601 20250917 ... 11625 11670 BR
239 239 BR2602 20250917 ... 11605 11635 BR
240 240 BR2603 20250917 ... 11640 11680 BR
241 241 BR2604 20250917 ... 11670 11690 BR
242 242 BR2605 20250917 ... 11635 11735 BR
243 243 BR2606 20250917 ... 11775 11775 BR
244 244 BR2607 20250917 ... 11880 11885 BR
245 245 BR2608 20250917 ... 11855 11900 BR
246 246 BR2609 20250917 ... 11780 11770 BR
247 247 RU2510 20250917 ... 15015 15105 RU
248 248 RU2511 20250917 ... 14960 15050 RU
249 249 RU2601 20250917 ... 15900 16000 RU
250 250 RU2603 20250917 ... 15860 15990 RU
251 251 RU2604 20250917 ... 15830 15990 RU
252 252 RU2605 20250917 ... 15885 15985 RU
253 253 RU2606 20250917 ... 15875 16005 RU
254 254 RU2607 20250917 ... 15960 15915 RU
255 255 RU2608 20250917 ... 15965 16055 RU
256 256 RU2609 20250917 ... 15975 16070 RU
257 257 NR2510 20250917 ... 12570 12640 NR
258 258 NR2511 20250917 ... 12595 12690 NR
259 259 NR2512 20250917 ... 12630 12725 NR
260 260 NR2601 20250917 ... 12660 12755 NR
261 261 NR2602 20250917 ... 12650 12785 NR
262 262 NR2603 20250917 ... 12635 12780 NR
263 263 NR2604 20250917 ... 12665 12795 NR
264 264 NR2605 20250917 ... 12670 12825 NR
265 265 NR2606 20250917 ... 12635 12635 NR
266 266 NR2607 20250917 ... 12655 12655 NR
267 267 NR2608 20250917 ... 12685 12685 NR
268 268 NR2609 20250917 ... 12685 12685 NR
269 269 SP2510 20250917 ... 5030 5048 SP
270 270 SP2511 20250917 ... 5054 5074 SP
271 271 SP2512 20250917 ... 5068 5088 SP
272 272 SP2601 20250917 ... 5344 5348 SP
273 273 SP2602 20250917 ... 5328 5334 SP
274 274 SP2603 20250917 ... 5342 5340 SP
275 275 SP2604 20250917 ... 5346 5344 SP
276 276 SP2605 20250917 ... 5356 5354 SP
277 277 SP2606 20250917 ... 5362 5360 SP
278 278 SP2607 20250917 ... 5366 5358 SP
279 279 SP2608 20250917 ... 5372 5358 SP
280 280 SP2609 20250917 ... 5368 5370 SP
281 281 OP2601 20250917 ... 4258 4258 OP
282 282 OP2602 20250917 ... 4256 4256 OP
283 283 OP2603 20250917 ... 4260 4284 OP
284 284 OP2604 20250917 ... 4278 4272 OP
285 285 OP2605 20250917 ... 4280 4286 OP
286 286 OP2606 20250917 ... 4252 4268 OP
287 287 OP2607 20250917 ... 4262 4276 OP
288 288 OP2608 20250917 ... 4272 4292 OP
289 289 OP2609 20250917 ... 4256 4256 OP
290 290 EC2510 20250917 ... 1129.4 1189.6 EC
291 291 EC2512 20250917 ... 1665.3 1710.7 EC
292 292 EC2602 20250917 ... 1572.8 1583.1 EC
293 293 EC2604 20250917 ... 1278.3 1283.3 EC
294 294 EC2606 20250917 ... 1460.7 1459 EC
295 295 EC2608 20250917 ... 1618.6 1622 EC
296 296 SC_TAS2510 20250917 ... SC_TAS
297 297 SC_TAS2511 20250917 ... SC_TAS
298 298 SC_TAS2512 20250917 ... SC_TAS
299 299 SC_TAS2601 20250917 ... SC_TAS
[300 rows x 13 columns]
2025-09-25 16:25:23,787 - future_1d - INFO - ak.get_shfe_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 PS2510 20250917 53500.0 ... 53465.0 54925.0 PS
1 PS2511 20250917 53665.0 ... 53465.0 54630.0 PS
2 PS2512 20250917 56005.0 ... 56115.0 57220.0 PS
3 PS2601 20250917 56175.0 ... 56020.0 57135.0 PS
4 PS2602 20250917 56165.0 ... 56125.0 57140.0 PS
5 PS2603 20250917 56375.0 ... 56150.0 57205.0 PS
6 PS2604 20250917 56480.0 ... 56195.0 57330.0 PS
7 PS2605 20250917 56580.0 ... 56225.0 57310.0 PS
8 PS2606 20250917 58370.0 ... 58570.0 59625.0 PS
9 PS2607 20250917 58765.0 ... 58665.0 59850.0 PS
10 PS2608 20250917 58890.0 ... 58725.0 59695.0 PS
11 PS2609 20250917 58875.0 ... 58695.0 59740.0 PS
13 SI2510 20250917 8870.0 ... 8910.0 8950.0 SI
14 SI2511 20250917 8895.0 ... 8925.0 8970.0 SI
15 SI2512 20250917 9240.0 ... 9305.0 9360.0 SI
16 SI2601 20250917 9250.0 ... 9305.0 9350.0 SI
17 SI2602 20250917 9265.0 ... 9320.0 9385.0 SI
18 SI2603 20250917 9320.0 ... 9340.0 9355.0 SI
19 SI2604 20250917 9310.0 ... 9325.0 9360.0 SI
20 SI2605 20250917 9305.0 ... 9350.0 9370.0 SI
21 SI2606 20250917 9320.0 ... 9335.0 9350.0 SI
22 SI2607 20250917 9345.0 ... 9355.0 9355.0 SI
23 SI2608 20250917 9355.0 ... 9360.0 9380.0 SI
24 SI2609 20250917 9305.0 ... 9370.0 9345.0 SI
27 LC2510 20250917 73360.0 ... 73280.0 73500.0 LC
28 LC2511 20250917 73160.0 ... 73420.0 73620.0 LC
29 LC2512 20250917 73260.0 ... 73560.0 73920.0 LC
30 LC2601 20250917 73200.0 ... 73560.0 73800.0 LC
31 LC2602 20250917 72920.0 ... 73440.0 73720.0 LC
32 LC2603 20250917 73200.0 ... 73480.0 73660.0 LC
33 LC2604 20250917 73680.0 ... 74080.0 74280.0 LC
34 LC2605 20250917 73820.0 ... 74120.0 74240.0 LC
35 LC2606 20250917 73500.0 ... 73860.0 74280.0 LC
36 LC2607 20250917 73580.0 ... 73760.0 73980.0 LC
37 LC2608 20250917 73520.0 ... 73620.0 73740.0 LC
38 LC2609 20250917 73560.0 ... 73780.0 73900.0 LC
[36 rows x 12 columns]
2025-09-25 16:25:24,136 - future_1d - INFO - ak.get_gfex_daily('2025-09-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250917 8432.0 8438.0 ... 34748.31 8408.0 8421.0 AP
1 AP511 20250917 8221.0 8248.0 ... 4909.52 8196.0 8201.0 AP
2 AP512 20250917 8174.0 8238.0 ... 850.24 8175.0 8205.0 AP
3 AP601 20250917 8277.0 8308.0 ... 390355.14 8252.0 8271.0 AP
4 AP603 20250917 8107.0 8174.0 ... 497.22 8151.0 8161.0 AP
5 AP604 20250917 8137.0 8175.0 ... 73.29 8144.0 8167.0 AP
6 AP605 20250917 8269.0 8269.0 ... 2642.45 8206.0 8225.0 AP
7 CF511 20250917 13775.0 13835.0 ... 287116.09 13780.0 13755.0 CF
8 CF601 20250917 13925.0 13970.0 ... 1475769.50 13915.0 13900.0 CF
9 CF603 20250917 13880.0 13925.0 ... 1852.98 13880.0 13870.0 CF
10 CF605 20250917 13880.0 13925.0 ... 109540.96 13875.0 13860.0 CF
11 CF607 20250917 13905.0 13945.0 ... 820.13 13900.0 13895.0 CF
12 CF609 20250917 14015.0 14045.0 ... 56.08 14020.0 14035.0 CF
13 CJ512 20250917 10820.0 10825.0 ... 1439.07 10780.0 10790.0 CJ
14 CJ601 20250917 10830.0 10865.0 ... 429300.62 10800.0 10830.0 CJ
15 CJ603 20250917 10860.0 10885.0 ... 6084.97 10820.0 10860.0 CJ
16 CJ605 20250917 10950.0 10980.0 ... 86868.32 10915.0 10960.0 CJ
17 CJ607 20250917 11090.0 11110.0 ... 1976.22 11040.0 11105.0 CJ
18 CJ609 20250917 11185.0 11230.0 ... 173.56 11195.0 11250.0 CJ
19 CY510 20250917 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250917 19975.0 20090.0 ... 124022.70 19975.0 19965.0 CY
21 CY512 20250917 19870.0 19870.0 ... 29.58 19720.0 19405.0 CY
22 CY601 20250917 19970.0 20070.0 ... 3125.50 19970.0 19985.0 CY
23 CY602 20250917 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250917 0.0 0.0 ... 0.00 20170.0 20145.0 CY
25 CY604 20250917 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250917 0.0 0.0 ... 0.00 20135.0 20170.0 CY
27 CY606 20250917 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250917 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250917 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250917 0.0 0.0 ... 0.00 20365.0 20540.0 CY
31 FG510 20250917 1122.0 1122.0 ... 18051.74 1109.0 1109.0 FG
32 FG511 20250917 1129.0 1129.0 ... 166395.32 1112.0 1117.0 FG
33 FG512 20250917 1238.0 1243.0 ... 85782.82 1233.0 1234.0 FG
34 FG601 20250917 1240.0 1247.0 ... 4079998.75 1235.0 1236.0 FG
35 FG602 20250917 1289.0 1296.0 ... 32841.02 1283.0 1285.0 FG
36 FG603 20250917 1291.0 1299.0 ... 1998.09 1287.0 1290.0 FG
37 FG604 20250917 1340.0 1349.0 ... 487.80 1340.0 1337.0 FG
38 FG605 20250917 1341.0 1350.0 ... 98671.67 1339.0 1336.0 FG
39 FG606 20250917 1369.0 1377.0 ... 866.46 1367.0 1367.0 FG
40 FG607 20250917 1349.0 1370.0 ... 1044.87 1361.0 1361.0 FG
41 FG608 20250917 1378.0 1398.0 ... 901.70 1387.0 1385.0 FG
42 FG609 20250917 1383.0 1400.0 ... 3513.61 1391.0 1382.0 FG
43 JR511 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250917 2291.0 2296.0 ... 6128.50 2290.0 2298.0 MA
52 MA511 20250917 2316.0 2323.0 ... 104198.39 2315.0 2331.0 MA
53 MA512 20250917 2360.0 2364.0 ... 60887.65 2356.0 2376.0 MA
54 MA601 20250917 2380.0 2388.0 ... 921989.45 2380.0 2394.0 MA
55 MA602 20250917 2404.0 2409.0 ... 28280.29 2401.0 2414.0 MA
56 MA603 20250917 2416.0 2422.0 ... 398.59 2416.0 2428.0 MA
57 MA604 20250917 2421.0 2421.0 ... 24.16 2416.0 2433.0 MA
58 MA605 20250917 2402.0 2408.0 ... 58891.91 2401.0 2412.0 MA
59 MA606 20250917 2414.0 2414.0 ... 9.63 2407.0 2422.0 MA
60 MA607 20250917 2394.0 2394.0 ... 40.62 2389.0 2399.0 MA
61 MA608 20250917 2382.0 2383.0 ... 14.30 2383.0 2394.0 MA
62 MA609 20250917 2375.0 2379.0 ... 1409.08 2372.0 2382.0 MA
63 OI511 20250917 10239.0 10288.0 ... 552062.28 10217.0 10154.0 OI
64 OI601 20250917 10065.0 10116.0 ... 3364787.16 10055.0 9981.0 OI
65 OI603 20250917 9833.0 9867.0 ... 5390.68 9801.0 9733.0 OI
66 OI605 20250917 9600.0 9640.0 ... 233253.68 9572.0 9516.0 OI
67 OI607 20250917 9587.0 9587.0 ... 866.09 9517.0 9468.0 OI
68 OI609 20250917 9558.0 9558.0 ... 910.18 9481.0 9446.0 OI
69 PF510 20250917 6372.0 6414.0 ... 11027.64 6392.0 6378.0 PF
70 PF511 20250917 6376.0 6408.0 ... 524899.72 6382.0 6380.0 PF
71 PF512 20250917 6358.0 6386.0 ... 265943.18 6362.0 6364.0 PF
72 PF601 20250917 6408.0 6424.0 ... 22281.42 6408.0 6400.0 PF
73 PF602 20250917 6404.0 6432.0 ... 57719.21 6410.0 6406.0 PF
74 PF603 20250917 6402.0 6420.0 ... 6.41 6412.0 6420.0 PF
75 PF604 20250917 6438.0 6438.0 ... 3.22 6438.0 6454.0 PF
76 PF605 20250917 6474.0 6474.0 ... 6.47 6470.0 6458.0 PF
77 PF606 20250917 6480.0 6480.0 ... 3.24 6480.0 6480.0 PF
78 PF607 20250917 0.0 0.0 ... 0.00 6504.0 6502.0 PF
79 PF608 20250917 0.0 0.0 ... 0.00 6524.0 6504.0 PF
80 PF609 20250917 0.0 0.0 ... 0.00 6580.0 6580.0 PF
81 PK510 20250917 7808.0 7846.0 ... 8829.25 7818.0 7800.0 PK
82 PK511 20250917 7788.0 7850.0 ... 392386.77 7810.0 7766.0 PK
83 PK512 20250917 7810.0 7858.0 ... 132621.55 7824.0 7798.0 PK
84 PK601 20250917 7820.0 7850.0 ... 33933.10 7830.0 7820.0 PK
85 PK603 20250917 7846.0 7868.0 ... 94.19 7850.0 7844.0 PK
86 PK604 20250917 7864.0 7868.0 ... 47.17 7862.0 7862.0 PK
87 PK605 20250917 7870.0 7880.0 ... 3525.34 7870.0 7864.0 PK
88 PL601 20250917 6453.0 6464.0 ... 57202.98 6449.0 6458.0 PL
89 PL602 20250917 6485.0 6490.0 ... 2228.13 6477.0 6482.0 PL
90 PL603 20250917 0.0 0.0 ... 0.00 6499.0 6498.0 PL
91 PL604 20250917 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250917 0.0 0.0 ... 0.00 6428.0 6428.0 PL
93 PL606 20250917 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250917 6439.0 6439.0 ... 12.88 6439.0 6419.0 PL
95 PL608 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250917 5868.0 5880.0 ... 2077.49 5870.0 5866.0 PR
104 PR511 20250917 5854.0 5870.0 ... 321619.98 5856.0 5860.0 PR
105 PR512 20250917 5852.0 5874.0 ... 314268.80 5858.0 5866.0 PR
106 PR601 20250917 5870.0 5872.0 ... 152845.03 5856.0 5860.0 PR
107 PR602 20250917 5884.0 5900.0 ... 211.91 5886.0 5896.0 PR
108 PR603 20250917 5896.0 5928.0 ... 79.73 5906.0 5908.0 PR
109 PR604 20250917 5920.0 5940.0 ... 17.79 5930.0 5896.0 PR
110 PR605 20250917 5912.0 5930.0 ... 26.66 5924.0 5904.0 PR
111 PR606 20250917 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250917 0.0 0.0 ... 0.00 5962.0 5944.0 PR
113 PR608 20250917 0.0 0.0 ... 0.00 5966.0 5946.0 PR
114 PR609 20250917 0.0 0.0 ... 0.00 5932.0 5924.0 PR
115 PX510 20250917 6828.0 6828.0 ... 3758.07 6796.0 6804.0 PX
116 PX511 20250917 6790.0 6810.0 ... 533359.78 6782.0 6788.0 PX
117 PX512 20250917 6762.0 6784.0 ... 221700.49 6760.0 6758.0 PX
118 PX601 20250917 6740.0 6758.0 ... 213288.97 6732.0 6734.0 PX
119 PX602 20250917 6744.0 6752.0 ... 121861.52 6722.0 6728.0 PX
120 PX603 20250917 0.0 0.0 ... 0.00 6742.0 6742.0 PX
121 PX604 20250917 0.0 0.0 ... 0.00 6742.0 6760.0 PX
122 PX605 20250917 6732.0 6738.0 ... 252.30 6728.0 6714.0 PX
123 PX606 20250917 0.0 0.0 ... 0.00 6718.0 6698.0 PX
124 PX607 20250917 6736.0 6736.0 ... 134.72 6736.0 6736.0 PX
125 PX608 20250917 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250917 6750.0 6750.0 ... 3.38 6750.0 6722.0 PX
127 RI511 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250917 2535.0 2540.0 ... 38101.89 2499.0 2531.0 RM
134 RM601 20250917 2523.0 2528.0 ... 980972.69 2485.0 2517.0 RM
135 RM603 20250917 2422.0 2427.0 ... 14028.55 2392.0 2423.0 RM
136 RM605 20250917 2401.0 2404.0 ... 178362.44 2377.0 2400.0 RM
137 RM607 20250917 2385.0 2402.0 ... 22318.75 2375.0 2385.0 RM
138 RM608 20250917 2484.0 2490.0 ... 2810.84 2472.0 2484.0 RM
139 RM609 20250917 2473.0 2490.0 ... 7954.28 2466.0 2471.0 RM
140 RS511 20250917 5348.0 5348.0 ... 42.36 5295.0 5306.0 RS
141 RS607 20250917 5540.0 5556.0 ... 33.29 5548.0 5555.0 RS
142 RS608 20250917 5589.0 5620.0 ... 116.76 5560.0 5556.0 RS
143 RS609 20250917 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250917 1250.0 1255.0 ... 11411.73 1246.0 1244.0 SA
145 SA511 20250917 1264.0 1267.0 ... 387360.97 1258.0 1258.0 SA
146 SA512 20250917 1331.0 1332.0 ... 204076.82 1321.0 1324.0 SA
147 SA601 20250917 1344.0 1346.0 ... 2897113.14 1333.0 1337.0 SA
148 SA602 20250917 1375.0 1375.0 ... 135893.89 1362.0 1366.0 SA
149 SA603 20250917 1374.0 1376.0 ... 2380.34 1370.0 1369.0 SA
150 SA604 20250917 1417.0 1417.0 ... 902.89 1411.0 1409.0 SA
151 SA605 20250917 1423.0 1425.0 ... 79356.52 1415.0 1415.0 SA
152 SA606 20250917 1431.0 1431.0 ... 863.82 1425.0 1418.0 SA
153 SA607 20250917 1433.0 1433.0 ... 2876.19 1424.0 1420.0 SA
154 SA608 20250917 1448.0 1450.0 ... 2051.39 1443.0 1426.0 SA
155 SA609 20250917 1452.0 1456.0 ... 4124.44 1448.0 1443.0 SA
156 SF510 20250917 5516.0 5588.0 ... 8613.21 5544.0 5572.0 SF
157 SF511 20250917 5696.0 5776.0 ... 474200.97 5726.0 5752.0 SF
158 SF512 20250917 5664.0 5748.0 ... 115486.14 5700.0 5724.0 SF
159 SF601 20250917 5664.0 5746.0 ... 168921.50 5704.0 5716.0 SF
160 SF602 20250917 5634.0 5706.0 ... 34455.30 5666.0 5670.0 SF
161 SF603 20250917 5798.0 5862.0 ... 8.76 5842.0 5856.0 SF
162 SF604 20250917 5854.0 5860.0 ... 8.78 5856.0 5850.0 SF
163 SF605 20250917 5790.0 5854.0 ... 1690.67 5810.0 5824.0 SF
164 SF606 20250917 5750.0 5804.0 ... 48.93 5758.0 5784.0 SF
165 SF607 20250917 5912.0 5966.0 ... 68.40 5948.0 5940.0 SF
166 SF608 20250917 5900.0 5938.0 ... 20.66 5902.0 5894.0 SF
167 SF609 20250917 5878.0 5920.0 ... 26.48 5884.0 5896.0 SF
168 SH510 20250917 2496.0 2530.0 ... 27952.07 2511.0 2506.0 SH
169 SH511 20250917 2524.0 2559.0 ... 551909.54 2538.0 2535.0 SH
170 SH512 20250917 2579.0 2607.0 ... 227232.51 2589.0 2584.0 SH
171 SH601 20250917 2578.0 2610.0 ... 2403637.91 2593.0 2592.0 SH
172 SH602 20250917 2606.0 2629.0 ... 46403.92 2612.0 2614.0 SH
173 SH603 20250917 2625.0 2646.0 ... 3236.56 2631.0 2637.0 SH
174 SH604 20250917 2667.0 2689.0 ... 320.57 2671.0 2680.0 SH
175 SH605 20250917 2670.0 2696.0 ... 11285.68 2683.0 2689.0 SH
176 SH606 20250917 2692.0 2703.0 ... 16.19 2698.0 2707.0 SH
177 SH607 20250917 2681.0 2697.0 ... 72.62 2690.0 2699.0 SH
178 SH608 20250917 2690.0 2694.0 ... 56.48 2689.0 2702.0 SH
179 SH609 20250917 2692.0 2714.0 ... 275.69 2703.0 2701.0 SH
180 SM510 20250917 5822.0 5884.0 ... 6218.22 5848.0 5850.0 SM
181 SM511 20250917 5924.0 5968.0 ... 316808.80 5936.0 5940.0 SM
182 SM512 20250917 5926.0 5976.0 ... 80580.76 5940.0 5948.0 SM
183 SM601 20250917 5942.0 5992.0 ... 504040.77 5956.0 5962.0 SM
184 SM602 20250917 5948.0 5996.0 ... 211007.94 5964.0 5960.0 SM
185 SM603 20250917 5958.0 6004.0 ... 35.87 5978.0 5970.0 SM
186 SM604 20250917 5986.0 5986.0 ... 5.99 5986.0 5990.0 SM
187 SM605 20250917 5980.0 6028.0 ... 7442.32 5984.0 6000.0 SM
188 SM606 20250917 6006.0 6006.0 ... 3.00 6006.0 5986.0 SM
189 SM607 20250917 5972.0 6038.0 ... 6.01 6006.0 6012.0 SM
190 SM608 20250917 0.0 0.0 ... 0.00 6040.0 6030.0 SM
191 SM609 20250917 5986.0 6058.0 ... 307.48 6030.0 6010.0 SM
192 SR511 20250917 5551.0 5551.0 ... 107951.54 5537.0 5549.0 SR
193 SR601 20250917 5546.0 5552.0 ... 883331.28 5538.0 5555.0 SR
194 SR603 20250917 5535.0 5538.0 ... 1855.88 5523.0 5543.0 SR
195 SR605 20250917 5525.0 5526.0 ... 64482.27 5514.0 5532.0 SR
196 SR607 20250917 5521.0 5525.0 ... 2244.01 5514.0 5530.0 SR
197 SR609 20250917 5530.0 5535.0 ... 1242.98 5524.0 5543.0 SR
198 TA510 20250917 4676.0 4686.0 ... 28187.67 4670.0 4662.0 TA
199 TA511 20250917 4680.0 4700.0 ... 266796.06 4682.0 4676.0 TA
200 TA512 20250917 4694.0 4710.0 ... 120458.33 4694.0 4692.0 TA
201 TA601 20250917 4704.0 4716.0 ... 1425656.89 4698.0 4692.0 TA
202 TA602 20250917 4708.0 4726.0 ... 19345.21 4710.0 4704.0 TA
203 TA603 20250917 4718.0 4724.0 ... 176.78 4714.0 4714.0 TA
204 TA604 20250917 4718.0 4732.0 ... 9.44 4720.0 4718.0 TA
205 TA605 20250917 4748.0 4752.0 ... 40164.93 4740.0 4732.0 TA
206 TA606 20250917 0.0 0.0 ... 0.00 4752.0 4750.0 TA
207 TA607 20250917 0.0 0.0 ... 0.00 4762.0 4760.0 TA
208 TA608 20250917 0.0 0.0 ... 0.00 4770.0 4770.0 TA
209 TA609 20250917 4772.0 4786.0 ... 26.26 4776.0 4778.0 TA
210 UR510 20250917 1597.0 1599.0 ... 2590.23 1593.0 1597.0 UR
211 UR511 20250917 1662.0 1671.0 ... 32532.03 1665.0 1672.0 UR
212 UR512 20250917 1677.0 1681.0 ... 7973.81 1675.0 1683.0 UR
213 UR601 20250917 1685.0 1687.0 ... 311810.74 1681.0 1691.0 UR
214 UR602 20250917 1681.0 1691.0 ... 586.28 1685.0 1695.0 UR
215 UR603 20250917 1729.0 1737.0 ... 121.25 1732.0 1737.0 UR
216 UR604 20250917 1738.0 1738.0 ... 6.95 1738.0 1736.0 UR
217 UR605 20250917 1740.0 1740.0 ... 12279.83 1734.0 1740.0 UR
218 UR606 20250917 1729.0 1737.0 ... 48.54 1734.0 1738.0 UR
219 UR607 20250917 1757.0 1766.0 ... 66.92 1761.0 1768.0 UR
220 UR608 20250917 1754.0 1761.0 ... 10.55 1758.0 1764.0 UR
221 UR609 20250917 1753.0 1758.0 ... 84.24 1755.0 1759.0 UR
222 WH511 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 16:25:24,434 - future_1d - INFO - ak.get_czce_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 IC2509 20250917 7151.000 ... 7244.200 7162.000 IC
1 IC2510 20250917 7120.000 ... 7186.400 7103.600 IC
2 IC2512 20250917 6990.000 ... 7068.600 6994.200 IC
3 IC2603 20250917 6835.200 ... 6904.600 6836.200 IC
4 IF2509 20250917 4518.000 ... 4548.400 4517.000 IF
5 IF2510 20250917 4505.000 ... 4538.200 4507.000 IF
6 IF2512 20250917 4493.800 ... 4514.600 4486.600 IF
7 IF2603 20250917 4466.600 ... 4488.200 4462.600 IF
8 IH2509 20250917 2951.200 ... 2953.600 2950.400 IH
9 IH2510 20250917 2952.800 ... 2952.000 2949.400 IH
10 IH2512 20250917 2953.200 ... 2952.800 2950.800 IH
11 IH2603 20250917 2955.000 ... 2956.200 2954.600 IH
12 IM2509 20250917 7453.000 ... 7544.200 7454.000 IM
13 IM2510 20250917 7395.000 ... 7477.800 7384.200 IM
14 IM2512 20250917 7248.000 ... 7324.000 7232.200 IM
15 IM2603 20250917 7039.000 ... 7119.600 7026.800 IM
16 T2512 20250917 107.985 ... 108.135 108.010 T
17 T2603 20250917 107.660 ... 107.845 107.685 T
18 T2606 20250917 107.475 ... 107.670 107.515 T
19 TF2512 20250917 105.760 ... 105.870 105.780 TF
20 TF2603 20250917 105.645 ... 105.730 105.650 TF
21 TF2606 20250917 105.560 ... 105.645 105.535 TF
22 TL2512 20250917 115.440 ... 115.820 115.520 TL
23 TL2603 20250917 115.180 ... 115.490 115.180 TL
24 TL2606 20250917 115.020 ... 115.420 115.120 TL
25 TS2512 20250917 102.406 ... 102.450 102.410 TS
26 TS2603 20250917 102.334 ... 102.366 102.346 TS
27 TS2606 20250917 102.296 ... 102.324 102.302 TS
[28 rows x 12 columns]
2025-09-25 16:25:25,154 - future_1d - INFO - ak.get_cffex_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 SC2510 20250917 498.6 ... 498.4 492.1 SC
1 SC2511 20250917 499.5 ... 499.8 493.5 SC
2 SC2512 20250917 496 ... 496.8 491.1 SC
3 SC2601 20250917 495.5 ... 494.7 490.1 SC
4 SC2602 20250917 492.5 ... 492.1 488 SC
5 SC2603 20250917 491.5 ... 491.8 487.7 SC
6 SC2604 20250917 490.2 ... 490.3 486.4 SC
7 SC2605 20250917 489.8 ... 490.5 486.3 SC
8 SC2606 20250917 487 ... 489.4 485.6 SC
9 SC2607 20250917 488 ... 488.3 485.7 SC
10 SC2608 20250917 487.5 ... 487.5 484.2 SC
11 SC2609 20250917 484 ... 484 481.9 SC
12 SC2612 20250917 481.4 ... 481 479.8 SC
13 SC2703 20250917 ... 475.1 474.6 SC
14 SC2706 20250917 ... 476.8 474.7 SC
15 SC2709 20250917 ... 473.2 473.2 SC
16 SC2712 20250917 473.7 ... 473.7 472.1 SC
17 SC2803 20250917 ... 473.6 473.6 SC
18 SC2806 20250917 474.8 ... 473 471.1 SC
19 SC2809 20250917 ... 469 469 SC
21 LU2510 20250917 3387 ... 3422 3370 LU
22 LU2511 20250917 3425 ... 3447 3396 LU
23 LU2512 20250917 3418 ... 3429 3377 LU
24 LU2601 20250917 3391 ... 3421 3369 LU
25 LU2602 20250917 3384 ... 3410 3354 LU
26 LU2603 20250917 3375 ... 3387 3350 LU
27 LU2604 20250917 3374 ... 3389 3349 LU
28 LU2605 20250917 3378 ... 3388 3341 LU
29 LU2606 20250917 3390 ... 3399 3348 LU
30 LU2607 20250917 3369 ... 3379 3342 LU
31 LU2608 20250917 3370 ... 3378 3343 LU
32 LU2609 20250917 3361 ... 3360 3336 LU
34 NR2510 20250917 12675 ... 12570 12640 NR
35 NR2511 20250917 12715 ... 12595 12690 NR
36 NR2512 20250917 12750 ... 12630 12725 NR
37 NR2601 20250917 12740 ... 12660 12755 NR
38 NR2602 20250917 12770 ... 12650 12785 NR
39 NR2603 20250917 12755 ... 12635 12780 NR
40 NR2604 20250917 12765 ... 12665 12795 NR
41 NR2605 20250917 12735 ... 12670 12825 NR
42 NR2606 20250917 ... 12635 12635 NR
43 NR2607 20250917 ... 12655 12655 NR
44 NR2608 20250917 ... 12685 12685 NR
45 NR2609 20250917 ... 12685 12685 NR
47 BC2510 20250917 71940 ... 71650 72020 BC
48 BC2511 20250917 72050 ... 71640 72070 BC
49 BC2512 20250917 71670 ... 71670 72120 BC
50 BC2601 20250917 ... 72000 72000 BC
51 BC2602 20250917 ... 71650 71650 BC
52 BC2603 20250917 ... 71950 71950 BC
53 BC2604 20250917 ... 71550 71550 BC
54 BC2605 20250917 ... 71550 71550 BC
55 BC2606 20250917 ... 71500 71500 BC
56 BC2607 20250917 ... 71560 71560 BC
57 BC2608 20250917 ... 71550 71550 BC
58 BC2609 20250917 ... 71550 71550 BC
60 EC2510 20250917 1150 ... 1129.4 1189.6 EC
61 EC2512 20250917 1664 ... 1665.3 1710.7 EC
62 EC2602 20250917 1588 ... 1572.8 1583.1 EC
63 EC2604 20250917 1283.7 ... 1278.3 1283.3 EC
64 EC2606 20250917 1460 ... 1460.7 1459 EC
65 EC2608 20250917 1620 ... 1618.6 1622 EC
68 SC_TAS2510 20250917 ... SC_TAS
69 SC_TAS2511 20250917 ... SC_TAS
70 SC_TAS2512 20250917 ... SC_TAS
71 SC_TAS2601 20250917 ... SC_TAS
[66 rows x 12 columns]
2025-09-25 16:25:25,266 - future_1d - INFO - ak.get_ine_daily('2025-09-17') done
2025-09-25 16:25:27,081 - future_1d - INFO - save future_daily 2025-09-17 completed
symbol date open ... settle pre_settle variety
0 a2511 20250918 3896.00 ... 3892.00 3914.00 A
1 a2601 20250918 3910.00 ... 3893.00 3919.00 A
2 a2603 20250918 3911.00 ... 3900.00 3924.00 A
3 a2605 20250918 3953.00 ... 3940.00 3964.00 A
4 a2607 20250918 3957.00 ... 3944.00 3970.00 A
5 a2609 20250918 3972.00 ... 3953.00 3976.00 A
6 b2510 20250918 3675.00 ... 3674.00 3689.00 B
7 b2511 20250918 3683.00 ... 3670.00 3705.00 B
8 b2512 20250918 3723.00 ... 3709.00 3748.00 B
9 b2601 20250918 3719.00 ... 3704.00 3741.00 B
10 b2602 20250918 3705.00 ... 3687.00 3725.00 B
11 b2603 20250918 3670.00 ... 3654.00 3682.00 B
12 b2604 20250918 3560.00 ... 3545.00 3577.00 B
13 b2605 20250918 3495.00 ... 3484.00 3508.00 B
14 b2606 20250918 3476.00 ... 3459.00 3482.00 B
15 b2607 20250918 3468.00 ... 3457.00 3484.00 B
16 b2608 20250918 3566.00 ... 3562.00 3582.00 B
17 b2609 20250918 3585.00 ... 3574.00 3591.00 B
18 bb2511 20250918 142.15 ... 142.20 142.30 BB
19 bb2601 20250918 146.85 ... 146.65 146.95 BB
20 bb2603 20250918 146.80 ... 146.85 146.90 BB
21 bb2605 20250918 0.00 ... 141.60 141.60 BB
22 bb2607 20250918 0.00 ... 146.40 146.40 BB
23 bb2609 20250918 0.00 ... 146.40 146.40 BB
24 bz2603 20250918 6059.00 ... 6021.00 6069.00 BZ
25 bz2604 20250918 6033.00 ... 5974.00 6046.00 BZ
26 bz2605 20250918 5981.00 ... 5981.00 6072.00 BZ
27 bz2606 20250918 5954.00 ... 5954.00 6008.00 BZ
28 bz2607 20250918 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250918 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250918 2165.00 ... 2170.00 2163.00 C
31 c2601 20250918 2157.00 ... 2162.00 2155.00 C
32 c2603 20250918 2167.00 ... 2171.00 2166.00 C
33 c2605 20250918 2225.00 ... 2229.00 2226.00 C
34 c2607 20250918 2239.00 ... 2241.00 2240.00 C
35 c2609 20250918 2253.00 ... 2254.00 2254.00 C
36 cs2511 20250918 2453.00 ... 2465.00 2448.00 CS
37 cs2601 20250918 2550.00 ... 2489.00 2471.00 CS
38 cs2603 20250918 2486.00 ... 2492.00 2479.00 CS
39 cs2605 20250918 2570.00 ... 2573.00 2562.00 CS
40 cs2607 20250918 2578.00 ... 2577.00 2567.00 CS
41 cs2609 20250918 2596.00 ... 2597.00 2585.00 CS
42 eb2509 20250918 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250918 7123.00 ... 7079.00 7159.00 EB
44 eb2511 20250918 7132.00 ... 7090.00 7176.00 EB
45 eb2512 20250918 7160.00 ... 7099.00 7182.00 EB
46 eb2601 20250918 7185.00 ... 7130.00 7200.00 EB
47 eb2602 20250918 7201.00 ... 7156.00 7220.00 EB
48 eb2603 20250918 7217.00 ... 7183.00 7240.00 EB
49 eb2604 20250918 7247.00 ... 7230.00 7273.00 EB
50 eb2605 20250918 7292.00 ... 7251.00 7288.00 EB
51 eb2606 20250918 7260.00 ... 7260.00 7297.00 EB
52 eb2607 20250918 7283.00 ... 7283.00 7314.00 EB
53 eb2608 20250918 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250918 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250918 4333.00 ... 4314.00 4312.00 EG
56 eg2511 20250918 4291.00 ... 4275.00 4280.00 EG
57 eg2512 20250918 4277.00 ... 4275.00 4273.00 EG
58 eg2601 20250918 4290.00 ... 4282.00 4289.00 EG
59 eg2602 20250918 4297.00 ... 4284.00 4295.00 EG
60 eg2603 20250918 4308.00 ... 4298.00 4298.00 EG
61 eg2604 20250918 4338.00 ... 4338.00 4340.00 EG
62 eg2605 20250918 4339.00 ... 4340.00 4340.00 EG
63 eg2606 20250918 4358.00 ... 4358.00 4348.00 EG
64 eg2607 20250918 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250918 0.00 ... 4399.00 4402.00 EG
66 fb2510 20250918 1262.50 ... 1259.50 1268.50 FB
67 fb2511 20250918 1251.00 ... 1252.00 1251.00 FB
68 fb2512 20250918 1261.00 ... 1256.00 1259.50 FB
69 fb2601 20250918 1255.50 ... 1252.00 1253.50 FB
70 fb2602 20250918 1250.00 ... 1250.50 1248.50 FB
71 fb2603 20250918 1251.50 ... 1246.00 1249.00 FB
72 fb2604 20250918 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250918 0.00 ... 1292.50 1301.50 FB
74 fb2606 20250918 0.00 ... 1322.50 1330.00 FB
75 fb2607 20250918 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250918 0.00 ... 1281.00 1285.00 FB
77 fb2609 20250918 0.00 ... 1296.00 1296.00 FB
78 i2510 20250918 822.50 ... 820.50 820.00 I
79 i2511 20250918 816.50 ... 814.50 815.50 I
80 i2512 20250918 813.00 ... 809.00 809.50 I
81 i2601 20250918 805.00 ... 801.00 801.00 I
82 i2602 20250918 798.50 ... 795.50 795.50 I
83 i2603 20250918 792.00 ... 790.50 790.00 I
84 i2604 20250918 789.50 ... 786.50 786.50 I
85 i2605 20250918 782.50 ... 780.00 780.00 I
86 i2606 20250918 777.50 ... 775.00 775.00 I
87 i2607 20250918 772.50 ... 770.50 770.50 I
88 i2608 20250918 768.00 ... 765.50 766.00 I
89 i2609 20250918 762.50 ... 761.00 760.50 I
90 j2510 20250918 1628.50 ... 1626.50 1628.50 J
91 j2511 20250918 1677.50 ... 1655.00 1655.50 J
92 j2512 20250918 1698.00 ... 1691.00 1691.00 J
93 j2601 20250918 1738.00 ... 1725.50 1728.00 J
94 j2602 20250918 0.00 ... 1754.00 1754.00 J
95 j2603 20250918 0.00 ... 1763.50 1763.50 J
96 j2604 20250918 0.00 ... 1814.00 1814.00 J
97 j2605 20250918 1870.00 ... 1853.50 1857.00 J
98 j2606 20250918 1878.00 ... 1879.50 1887.00 J
99 j2607 20250918 1880.50 ... 1878.50 1885.00 J
100 j2608 20250918 0.00 ... 1906.00 1906.00 J
101 j2609 20250918 1906.50 ... 1902.00 1895.00 J
102 jd2509 20250918 3201.00 ... 3193.00 3226.00 JD
103 jd2510 20250918 3044.00 ... 3041.00 3063.00 JD
104 jd2511 20250918 3110.00 ... 3119.00 3110.00 JD
105 jd2512 20250918 3210.00 ... 3242.00 3208.00 JD
106 jd2601 20250918 3373.00 ... 3396.00 3375.00 JD
107 jd2602 20250918 3114.00 ... 3131.00 3117.00 JD
108 jd2603 20250918 3128.00 ... 3148.00 3130.00 JD
109 jd2604 20250918 3310.00 ... 3318.00 3318.00 JD
110 jd2605 20250918 3428.00 ... 3432.00 3436.00 JD
111 jd2606 20250918 3240.00 ... 3245.00 3245.00 JD
112 jd2607 20250918 3479.00 ... 3484.00 3487.00 JD
113 jd2608 20250918 3916.00 ... 3916.00 3916.00 JD
114 jm2510 20250918 1043.00 ... 1034.00 1043.00 JM
115 jm2511 20250918 1094.50 ... 1082.00 1094.50 JM
116 jm2512 20250918 1164.00 ... 1148.50 1163.50 JM
117 jm2601 20250918 1230.00 ... 1215.50 1229.50 JM
118 jm2602 20250918 1258.00 ... 1237.00 1252.50 JM
119 jm2603 20250918 1271.50 ... 1258.50 1269.50 JM
120 jm2604 20250918 1291.50 ... 1281.00 1288.50 JM
121 jm2605 20250918 1304.00 ... 1302.50 1309.00 JM
122 jm2606 20250918 1323.50 ... 1316.00 1326.00 JM
123 jm2607 20250918 1340.00 ... 1326.00 1331.50 JM
124 jm2608 20250918 1346.50 ... 1339.00 1342.50 JM
125 jm2609 20250918 1363.50 ... 1360.50 1363.50 JM
126 l2510 20250918 7131.00 ... 7142.00 7165.00 L
127 l2511 20250918 7193.00 ... 7159.00 7195.00 L
128 l2512 20250918 7218.00 ... 7188.00 7225.00 L
129 l2601 20250918 7235.00 ... 7219.00 7249.00 L
130 l2602 20250918 7229.00 ... 7211.00 7241.00 L
131 l2603 20250918 7259.00 ... 7238.00 7257.00 L
132 l2604 20250918 7295.00 ... 7281.00 7290.00 L
133 l2605 20250918 7292.00 ... 7265.00 7290.00 L
134 l2606 20250918 7296.00 ... 7247.00 7280.00 L
135 l2607 20250918 7301.00 ... 7284.00 7302.00 L
136 l2608 20250918 7299.00 ... 7282.00 7310.00 L
137 l2609 20250918 7302.00 ... 7296.00 7311.00 L
138 lg2509 20250918 770.00 ... 770.00 770.00 LG
139 lg2511 20250918 809.00 ... 806.00 808.50 LG
140 lg2601 20250918 823.50 ... 819.50 822.50 LG
141 lg2603 20250918 825.50 ... 824.50 827.00 LG
142 lg2605 20250918 833.00 ... 828.50 831.50 LG
143 lg2607 20250918 832.00 ... 830.50 832.50 LG
144 lh2509 20250918 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250918 12900.00 ... 12885.00 13055.00 LH
146 lh2601 20250918 13350.00 ... 13395.00 13575.00 LH
147 lh2603 20250918 12985.00 ... 12915.00 13005.00 LH
148 lh2605 20250918 13530.00 ... 13460.00 13540.00 LH
149 lh2607 20250918 14285.00 ... 14215.00 14315.00 LH
150 m2511 20250918 2977.00 ... 2968.00 2980.00 M
151 m2512 20250918 3020.00 ... 3015.00 3031.00 M
152 m2601 20250918 3008.00 ... 3001.00 3019.00 M
153 m2603 20250918 2949.00 ... 2942.00 2960.00 M
154 m2605 20250918 2784.00 ... 2775.00 2790.00 M
155 m2607 20250918 2773.00 ... 2760.00 2774.00 M
156 m2608 20250918 2894.00 ... 2886.00 2901.00 M
157 m2609 20250918 2905.00 ... 2889.00 2904.00 M
158 p2510 20250918 9342.00 ... 9254.00 9408.00 P
159 p2511 20250918 9320.00 ... 9286.00 9416.00 P
160 p2512 20250918 9386.00 ... 9320.00 9464.00 P
161 p2601 20250918 9408.00 ... 9344.00 9494.00 P
162 p2602 20250918 9386.00 ... 9312.00 9464.00 P
163 p2603 20250918 9362.00 ... 9318.00 9416.00 P
164 p2604 20250918 9296.00 ... 9246.00 9340.00 P
165 p2605 20250918 9198.00 ... 9138.00 9258.00 P
166 p2606 20250918 9100.00 ... 9042.00 9140.00 P
167 p2607 20250918 8982.00 ... 8922.00 9060.00 P
168 p2608 20250918 8896.00 ... 8872.00 8988.00 P
169 p2609 20250918 8890.00 ... 8844.00 8922.00 P
170 pg2509 20250918 3805.00 ... 3805.00 3752.00 PG
171 pg2510 20250918 4498.00 ... 4466.00 4485.00 PG
172 pg2511 20250918 4436.00 ... 4400.00 4431.00 PG
173 pg2512 20250918 4370.00 ... 4336.00 4372.00 PG
174 pg2601 20250918 4305.00 ... 4270.00 4305.00 PG
175 pg2602 20250918 4240.00 ... 4209.00 4240.00 PG
176 pg2603 20250918 4148.00 ... 4123.00 4148.00 PG
177 pg2604 20250918 4471.00 ... 4451.00 4476.00 PG
178 pg2605 20250918 4383.00 ... 4379.00 4383.00 PG
179 pg2606 20250918 4300.00 ... 4297.00 4327.00 PG
180 pg2607 20250918 4255.00 ... 4247.00 4270.00 PG
181 pg2608 20250918 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250918 6885.00 ... 6862.00 6878.00 PP
183 pp2511 20250918 6909.00 ... 6886.00 6916.00 PP
184 pp2512 20250918 6951.00 ... 6921.00 6951.00 PP
185 pp2601 20250918 6983.00 ... 6955.00 6982.00 PP
186 pp2602 20250918 6962.00 ... 6930.00 6958.00 PP
187 pp2603 20250918 6969.00 ... 6953.00 6969.00 PP
188 pp2604 20250918 6986.00 ... 6961.00 6996.00 PP
189 pp2605 20250918 7019.00 ... 6993.00 7013.00 PP
190 pp2606 20250918 6981.00 ... 6951.00 6982.00 PP
191 pp2607 20250918 6953.00 ... 6941.00 6950.00 PP
192 pp2608 20250918 6954.00 ... 6950.00 6958.00 PP
193 pp2609 20250918 6974.00 ... 6966.00 6983.00 PP
194 rr2510 20250918 3596.00 ... 3603.00 3604.00 RR
195 rr2511 20250918 3605.00 ... 3605.00 3605.00 RR
196 rr2512 20250918 3597.00 ... 3597.00 3599.00 RR
197 rr2601 20250918 3616.00 ... 3617.00 3621.00 RR
198 rr2602 20250918 0.00 ... 3599.00 3599.00 RR
199 rr2603 20250918 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250918 0.00 ... 3611.00 3611.00 RR
201 rr2605 20250918 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250918 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250918 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250918 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250918 0.00 ... 3614.00 3614.00 RR
206 v2510 20250918 4844.00 ... 4828.00 4852.00 V
207 v2511 20250918 4887.00 ... 4848.00 4883.00 V
208 v2512 20250918 4924.00 ... 4895.00 4924.00 V
209 v2601 20250918 4975.00 ... 4939.00 4967.00 V
210 v2602 20250918 5027.00 ... 4973.00 5005.00 V
211 v2603 20250918 5041.00 ... 5003.00 5035.00 V
212 v2604 20250918 5231.00 ... 5206.00 5228.00 V
213 v2605 20250918 5279.00 ... 5241.00 5268.00 V
214 v2606 20250918 5301.00 ... 5269.00 5299.00 V
215 v2607 20250918 5320.00 ... 5301.00 5329.00 V
216 v2608 20250918 5359.00 ... 5337.00 5366.00 V
217 v2609 20250918 5393.00 ... 5370.00 5382.00 V
218 y2511 20250918 8368.00 ... 8308.00 8440.00 Y
219 y2512 20250918 8422.00 ... 8346.00 8476.00 Y
220 y2601 20250918 8352.00 ... 8306.00 8422.00 Y
221 y2603 20250918 8290.00 ... 8276.00 8350.00 Y
222 y2605 20250918 8090.00 ... 8052.00 8132.00 Y
223 y2607 20250918 8058.00 ... 7998.00 8088.00 Y
224 y2608 20250918 8086.00 ... 8016.00 8104.00 Y
225 y2609 20250918 8038.00 ... 7988.00 8080.00 Y
[226 rows x 12 columns]
2025-09-25 16:25:33,144 - future_1d - INFO - ak.get_dce_daily('2025-09-18') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250918 ... 79800 80720 CU
1 1 CU2511 20250918 ... 79780 80750 CU
2 2 CU2512 20250918 ... 79760 80730 CU
3 3 CU2601 20250918 ... 79800 80730 CU
4 4 CU2602 20250918 ... 79780 80720 CU
5 5 CU2603 20250918 ... 79840 80730 CU
6 6 CU2604 20250918 ... 79790 80700 CU
7 7 CU2605 20250918 ... 79820 80830 CU
8 8 CU2606 20250918 ... 79780 80700 CU
9 9 CU2607 20250918 ... 79720 80680 CU
10 10 CU2608 20250918 ... 79790 80600 CU
11 11 CU2609 20250918 ... 79830 80650 CU
12 12 BC2510 20250918 ... 70760 71650 BC
13 13 BC2511 20250918 ... 70820 71640 BC
14 14 BC2512 20250918 ... 71670 71670 BC
15 15 BC2601 20250918 ... 71000 72000 BC
16 16 BC2602 20250918 ... 71100 71650 BC
17 17 BC2603 20250918 ... 71200 71950 BC
18 18 BC2604 20250918 ... 71300 71550 BC
19 19 BC2605 20250918 ... 71300 71550 BC
20 20 BC2606 20250918 ... 71400 71500 BC
21 21 BC2607 20250918 ... 71400 71560 BC
22 22 BC2608 20250918 ... 71400 71550 BC
23 23 BC2609 20250918 ... 71550 71550 BC
24 24 AL2510 20250918 ... 20775 20965 AL
25 25 AL2511 20250918 ... 20795 20980 AL
26 26 AL2512 20250918 ... 20790 20965 AL
27 27 AL2601 20250918 ... 20790 20940 AL
28 28 AL2602 20250918 ... 20790 20930 AL
29 29 AL2603 20250918 ... 20810 20935 AL
30 30 AL2604 20250918 ... 20820 20955 AL
31 31 AL2605 20250918 ... 20825 20965 AL
32 32 AL2606 20250918 ... 20845 20960 AL
33 33 AL2607 20250918 ... 20825 20950 AL
34 34 AL2608 20250918 ... 20830 20960 AL
35 35 AL2609 20250918 ... 20835 21010 AL
36 36 ZN2510 20250918 ... 22075 22280 ZN
37 37 ZN2511 20250918 ... 22085 22285 ZN
38 38 ZN2512 20250918 ... 22115 22300 ZN
39 39 ZN2601 20250918 ... 22150 22330 ZN
40 40 ZN2602 20250918 ... 22180 22370 ZN
41 41 ZN2603 20250918 ... 22175 22360 ZN
42 42 ZN2604 20250918 ... 22225 22410 ZN
43 43 ZN2605 20250918 ... 22260 22410 ZN
44 44 ZN2606 20250918 ... 22265 22445 ZN
45 45 ZN2607 20250918 ... 22275 22465 ZN
46 46 ZN2608 20250918 ... 22295 22460 ZN
47 47 ZN2609 20250918 ... 22335 22475 ZN
48 48 PB2510 20250918 ... 17110 17080 PB
49 49 PB2511 20250918 ... 17130 17095 PB
50 50 PB2512 20250918 ... 17135 17105 PB
51 51 PB2601 20250918 ... 17135 17115 PB
52 52 PB2602 20250918 ... 17175 17125 PB
53 53 PB2603 20250918 ... 17190 17190 PB
54 54 PB2604 20250918 ... 17195 17195 PB
55 55 PB2605 20250918 ... 17180 17170 PB
56 56 PB2606 20250918 ... 17145 17145 PB
57 57 PB2607 20250918 ... 17185 17150 PB
58 58 PB2608 20250918 ... 17190 17220 PB
59 59 PB2609 20250918 ... 17220 17220 PB
60 60 NI2510 20250918 ... 121570 122030 NI
61 61 NI2511 20250918 ... 121700 122160 NI
62 62 NI2512 20250918 ... 121890 122290 NI
63 63 NI2601 20250918 ... 122100 122520 NI
64 64 NI2602 20250918 ... 122330 122720 NI
65 65 NI2603 20250918 ... 122460 122830 NI
66 66 NI2604 20250918 ... 122640 122970 NI
67 67 NI2605 20250918 ... 122910 123320 NI
68 68 NI2606 20250918 ... 123030 123320 NI
69 69 NI2607 20250918 ... 123210 123610 NI
70 70 NI2608 20250918 ... 123600 124070 NI
71 71 NI2609 20250918 ... 123850 124300 NI
72 72 SN2510 20250918 ... 270240 273090 SN
73 73 SN2511 20250918 ... 270460 273310 SN
74 74 SN2512 20250918 ... 270420 273260 SN
75 75 SN2601 20250918 ... 270430 272970 SN
76 76 SN2602 20250918 ... 270580 273360 SN
77 77 SN2603 20250918 ... 270650 272790 SN
78 78 SN2604 20250918 ... 271420 274190 SN
79 79 SN2605 20250918 ... 270780 273160 SN
80 80 SN2606 20250918 ... 271460 272960 SN
81 81 SN2607 20250918 ... 272240 273500 SN
82 82 SN2608 20250918 ... 272130 273820 SN
83 83 SN2609 20250918 ... 271810 274140 SN
84 84 AO2510 20250918 ... 2923 2917 AO
85 85 AO2511 20250918 ... 2927 2920 AO
86 86 AO2512 20250918 ... 2935 2934 AO
87 87 AO2601 20250918 ... 2948 2941 AO
88 88 AO2602 20250918 ... 2949 2947 AO
89 89 AO2603 20250918 ... 3019 3018 AO
90 90 AO2604 20250918 ... 3025 3022 AO
91 91 AO2605 20250918 ... 3032 3027 AO
92 92 AO2606 20250918 ... 3036 3035 AO
93 93 AO2607 20250918 ... 3043 3050 AO
94 94 AO2608 20250918 ... 3059 3051 AO
95 95 AO2609 20250918 ... 3081 3069 AO
96 96 AD2511 20250918 ... 20325 20480 AD
97 97 AD2512 20250918 ... 20355 20515 AD
98 98 AD2601 20250918 ... 20345 20540 AD
99 99 AD2602 20250918 ... 20365 20540 AD
100 100 AD2603 20250918 ... 20500 20500 AD
101 101 AD2604 20250918 ... 20485 20485 AD
102 102 AD2605 20250918 ... 20355 20520 AD
103 103 AD2606 20250918 ... 20305 20455 AD
104 104 AD2607 20250918 ... 20510 20510 AD
105 105 AD2608 20250918 ... 20515 20515 AD
106 106 AD2609 20250918 ... 20515 20515 AD
107 107 AU2510 20250918 ... 831.8 839 AU
108 108 AU2511 20250918 ... 832.92 839.9 AU
109 109 AU2512 20250918 ... 833.96 841.3 AU
110 110 AU2602 20250918 ... 836.52 843.8 AU
111 111 AU2604 20250918 ... 838.64 846.48 AU
112 112 AU2606 20250918 ... 840.78 848.26 AU
113 113 AU2608 20250918 ... 843.44 850.82 AU
114 114 AU2610 20250918 ... 846.74 853.12 AU
115 115 AG2510 20250918 ... 9882 10014 AG
116 116 AG2511 20250918 ... 9884 10025 AG
117 117 AG2512 20250918 ... 9908 10030 AG
118 118 AG2601 20250918 ... 9921 10048 AG
119 119 AG2602 20250918 ... 9934 10059 AG
120 120 AG2603 20250918 ... 9939 10069 AG
121 121 AG2604 20250918 ... 9961 10087 AG
122 122 AG2605 20250918 ... 9971 10088 AG
123 123 AG2606 20250918 ... 9976 10098 AG
124 124 AG2607 20250918 ... 10001 10116 AG
125 125 AG2608 20250918 ... 10003 10136 AG
126 126 AG2609 20250918 ... 10025 10132 AG
127 127 RB2510 20250918 ... 3057 3061 RB
128 128 RB2511 20250918 ... 3075 3080 RB
129 129 RB2512 20250918 ... 3131 3133 RB
130 130 RB2601 20250918 ... 3149 3155 RB
131 131 RB2602 20250918 ... 3155 3157 RB
132 132 RB2603 20250918 ... 3179 3180 RB
133 133 RB2604 20250918 ... 3217 3206 RB
134 134 RB2605 20250918 ... 3208 3226 RB
135 135 RB2606 20250918 ... 3227 3241 RB
136 136 RB2607 20250918 ... 3240 3258 RB
137 137 RB2608 20250918 ... 3238 3258 RB
138 138 RB2609 20250918 ... 3242 3270 RB
139 139 WR2510 20250918 ... 3279 3288 WR
140 140 WR2511 20250918 ... 3302 3302 WR
141 141 WR2512 20250918 ... 3324 3324 WR
142 142 WR2601 20250918 ... 3349 3349 WR
143 143 WR2602 20250918 ... 3358 3358 WR
144 144 WR2603 20250918 ... 3395 3395 WR
145 145 WR2604 20250918 ... 3389 3389 WR
146 146 WR2605 20250918 ... 3414 3414 WR
147 147 WR2606 20250918 ... 3372 3372 WR
148 148 WR2607 20250918 ... 3390 3390 WR
149 149 WR2608 20250918 ... 3399 3399 WR
150 150 WR2609 20250918 ... 3553 3558 WR
151 151 HC2510 20250918 ... 3403 3413 HC
152 152 HC2511 20250918 ... 3390 3401 HC
153 153 HC2512 20250918 ... 3383 3391 HC
154 154 HC2601 20250918 ... 3368 3384 HC
155 155 HC2602 20250918 ... 3374 3390 HC
156 156 HC2603 20250918 ... 3370 3385 HC
157 157 HC2604 20250918 ... 3373 3388 HC
158 158 HC2605 20250918 ... 3377 3395 HC
159 159 HC2606 20250918 ... 3395 3394 HC
160 160 HC2607 20250918 ... 3402 3407 HC
161 161 HC2608 20250918 ... 3385 3410 HC
162 162 HC2609 20250918 ... 3407 3412 HC
163 163 SS2510 20250918 ... 12790 12825 SS
164 164 SS2511 20250918 ... 12910 12935 SS
165 165 SS2512 20250918 ... 12950 12980 SS
166 166 SS2601 20250918 ... 13020 13055 SS
167 167 SS2602 20250918 ... 13095 13115 SS
168 168 SS2603 20250918 ... 13145 13165 SS
169 169 SS2604 20250918 ... 13205 13245 SS
170 170 SS2605 20250918 ... 13280 13320 SS
171 171 SS2606 20250918 ... 13315 13350 SS
172 172 SS2607 20250918 ... 13350 13405 SS
173 173 SS2608 20250918 ... 13415 13445 SS
174 174 SS2609 20250918 ... 13495 13515 SS
175 175 SC2510 20250918 ... 495.5 498.4 SC
176 176 SC2511 20250918 ... 496.3 499.8 SC
177 177 SC2512 20250918 ... 493.5 496.8 SC
178 178 SC2601 20250918 ... 491.9 494.7 SC
179 179 SC2602 20250918 ... 490.4 492.1 SC
180 180 SC2603 20250918 ... 489.8 491.8 SC
181 181 SC2604 20250918 ... 488 490.3 SC
182 182 SC2605 20250918 ... 487.2 490.5 SC
183 183 SC2606 20250918 ... 487 489.4 SC
184 184 SC2607 20250918 ... 485.2 488.3 SC
185 185 SC2608 20250918 ... 483.9 487.5 SC
186 186 SC2609 20250918 ... 483.8 484 SC
187 187 SC2612 20250918 ... 482.5 481 SC
188 188 SC2703 20250918 ... 475.1 475.1 SC
189 189 SC2706 20250918 ... 476.8 476.8 SC
190 190 SC2709 20250918 ... 473.2 473.2 SC
191 191 SC2712 20250918 ... 474.1 473.7 SC
192 192 SC2803 20250918 ... 471.2 473.6 SC
193 193 SC2806 20250918 ... 472.5 473 SC
194 194 SC2809 20250918 ... 465.7 469 SC
195 195 LU2510 20250918 ... 3418 3422 LU
196 196 LU2511 20250918 ... 3428 3447 LU
197 197 LU2512 20250918 ... 3410 3429 LU
198 198 LU2601 20250918 ... 3403 3421 LU
199 199 LU2602 20250918 ... 3389 3410 LU
200 200 LU2603 20250918 ... 3378 3387 LU
201 201 LU2604 20250918 ... 3365 3389 LU
202 202 LU2605 20250918 ... 3374 3388 LU
203 203 LU2606 20250918 ... 3360 3399 LU
204 204 LU2607 20250918 ... 3358 3379 LU
205 205 LU2608 20250918 ... 3346 3378 LU
206 206 LU2609 20250918 ... 3325 3360 LU
207 207 FU2510 20250918 ... 2811 2857 FU
208 208 FU2511 20250918 ... 2834 2863 FU
209 209 FU2512 20250918 ... 2821 2847 FU
210 210 FU2601 20250918 ... 2807 2833 FU
211 211 FU2602 20250918 ... 2788 2812 FU
212 212 FU2603 20250918 ... 2779 2803 FU
213 213 FU2604 20250918 ... 2773 2796 FU
214 214 FU2605 20250918 ... 2763 2785 FU
215 215 FU2606 20250918 ... 2749 2774 FU
216 216 FU2607 20250918 ... 2738 2754 FU
217 217 FU2608 20250918 ... 2727 2746 FU
218 218 FU2609 20250918 ... 2707 2723 FU
219 219 BU2510 20250918 ... 3443 3448 BU
220 220 BU2511 20250918 ... 3436 3439 BU
221 221 BU2512 20250918 ... 3393 3401 BU
222 222 BU2601 20250918 ... 3375 3382 BU
223 223 BU2602 20250918 ... 3377 3380 BU
224 224 BU2603 20250918 ... 3382 3383 BU
225 225 BU2604 20250918 ... 3367 3375 BU
226 226 BU2605 20250918 ... 3375 3374 BU
227 227 BU2606 20250918 ... 3371 3374 BU
228 228 BU2607 20250918 ... 3348 3363 BU
229 229 BU2608 20250918 ... 3369 3367 BU
230 230 BU2609 20250918 ... 3356 3357 BU
231 231 BU2612 20250918 ... 3314 3321 BU
232 232 BU2703 20250918 ... 3322 3325 BU
233 233 BU2706 20250918 ... 3331 3325 BU
234 234 BU2709 20250918 ... 3314 3314 BU
235 235 BR2510 20250918 ... 11510 11665 BR
236 236 BR2511 20250918 ... 11455 11620 BR
237 237 BR2512 20250918 ... 11450 11620 BR
238 238 BR2601 20250918 ... 11470 11625 BR
239 239 BR2602 20250918 ... 11460 11605 BR
240 240 BR2603 20250918 ... 11490 11640 BR
241 241 BR2604 20250918 ... 11560 11670 BR
242 242 BR2605 20250918 ... 11500 11635 BR
243 243 BR2606 20250918 ... 11635 11775 BR
244 244 BR2607 20250918 ... 11715 11880 BR
245 245 BR2608 20250918 ... 11780 11855 BR
246 246 BR2609 20250918 ... 11675 11780 BR
247 247 RU2510 20250918 ... 14740 15015 RU
248 248 RU2511 20250918 ... 14700 14960 RU
249 249 RU2601 20250918 ... 15630 15900 RU
250 250 RU2603 20250918 ... 15705 15860 RU
251 251 RU2604 20250918 ... 15650 15830 RU
252 252 RU2605 20250918 ... 15610 15885 RU
253 253 RU2606 20250918 ... 15670 15875 RU
254 254 RU2607 20250918 ... 15780 15960 RU
255 255 RU2608 20250918 ... 15660 15965 RU
256 256 RU2609 20250918 ... 15665 15975 RU
257 257 NR2510 20250918 ... 12305 12570 NR
258 258 NR2511 20250918 ... 12330 12595 NR
259 259 NR2512 20250918 ... 12355 12630 NR
260 260 NR2601 20250918 ... 12400 12660 NR
261 261 NR2602 20250918 ... 12455 12650 NR
262 262 NR2603 20250918 ... 12435 12635 NR
263 263 NR2604 20250918 ... 12405 12665 NR
264 264 NR2605 20250918 ... 12455 12670 NR
265 265 NR2606 20250918 ... 12440 12635 NR
266 266 NR2607 20250918 ... 12655 12655 NR
267 267 NR2608 20250918 ... 12685 12685 NR
268 268 NR2609 20250918 ... 12510 12685 NR
269 269 SP2510 20250918 ... 4986 5030 SP
270 270 SP2511 20250918 ... 5008 5054 SP
271 271 SP2512 20250918 ... 5026 5068 SP
272 272 SP2601 20250918 ... 5318 5344 SP
273 273 SP2602 20250918 ... 5316 5328 SP
274 274 SP2603 20250918 ... 5328 5342 SP
275 275 SP2604 20250918 ... 5318 5346 SP
276 276 SP2605 20250918 ... 5336 5356 SP
277 277 SP2606 20250918 ... 5342 5362 SP
278 278 SP2607 20250918 ... 5346 5366 SP
279 279 SP2608 20250918 ... 5338 5372 SP
280 280 SP2609 20250918 ... 5352 5368 SP
281 281 OP2601 20250918 ... 4232 4258 OP
282 282 OP2602 20250918 ... 4234 4256 OP
283 283 OP2603 20250918 ... 4228 4260 OP
284 284 OP2604 20250918 ... 4260 4278 OP
285 285 OP2605 20250918 ... 4256 4280 OP
286 286 OP2606 20250918 ... 4242 4252 OP
287 287 OP2607 20250918 ... 4262 4262 OP
288 288 OP2608 20250918 ... 4242 4272 OP
289 289 OP2609 20250918 ... 4256 4256 OP
290 290 EC2510 20250918 ... 1117.6 1129.4 EC
291 291 EC2512 20250918 ... 1663 1665.3 EC
292 292 EC2602 20250918 ... 1564.7 1572.8 EC
293 293 EC2604 20250918 ... 1271.7 1278.3 EC
294 294 EC2606 20250918 ... 1456.6 1460.7 EC
295 295 EC2608 20250918 ... 1615.3 1618.6 EC
296 297 SC_TAS2510 20250918 ... SC_TAS
297 298 SC_TAS2511 20250918 ... SC_TAS
298 299 SC_TAS2512 20250918 ... SC_TAS
299 300 SC_TAS2601 20250918 ... SC_TAS
[300 rows x 13 columns]
2025-09-25 16:25:33,242 - future_1d - INFO - ak.get_shfe_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 PS2510 20250918 53405.0 ... 53200.0 53465.0 PS
1 PS2511 20250918 53200.0 ... 53160.0 53465.0 PS
2 PS2512 20250918 56000.0 ... 55775.0 56115.0 PS
3 PS2601 20250918 55985.0 ... 55590.0 56020.0 PS
4 PS2602 20250918 55930.0 ... 55695.0 56125.0 PS
5 PS2603 20250918 55955.0 ... 55635.0 56150.0 PS
6 PS2604 20250918 55955.0 ... 55870.0 56195.0 PS
7 PS2605 20250918 56075.0 ... 55705.0 56225.0 PS
8 PS2606 20250918 58385.0 ... 58010.0 58570.0 PS
9 PS2607 20250918 58375.0 ... 57890.0 58665.0 PS
10 PS2608 20250918 58810.0 ... 57885.0 58725.0 PS
11 PS2609 20250918 58530.0 ... 57975.0 58695.0 PS
13 SI2510 20250918 8910.0 ... 8940.0 8910.0 SI
14 SI2511 20250918 8920.0 ... 8980.0 8925.0 SI
15 SI2512 20250918 9290.0 ... 9355.0 9305.0 SI
16 SI2601 20250918 9335.0 ... 9355.0 9305.0 SI
17 SI2602 20250918 9325.0 ... 9350.0 9320.0 SI
18 SI2603 20250918 9340.0 ... 9360.0 9340.0 SI
19 SI2604 20250918 9630.0 ... 9385.0 9325.0 SI
20 SI2605 20250918 9365.0 ... 9390.0 9350.0 SI
21 SI2606 20250918 9340.0 ... 9425.0 9335.0 SI
22 SI2607 20250918 9350.0 ... 9385.0 9355.0 SI
23 SI2608 20250918 9385.0 ... 9410.0 9360.0 SI
24 SI2609 20250918 9330.0 ... 9390.0 9370.0 SI
27 LC2510 20250918 73280.0 ... 72620.0 73280.0 LC
28 LC2511 20250918 73120.0 ... 72780.0 73420.0 LC
29 LC2512 20250918 73140.0 ... 72840.0 73560.0 LC
30 LC2601 20250918 73480.0 ... 72840.0 73560.0 LC
31 LC2602 20250918 73120.0 ... 72580.0 73440.0 LC
32 LC2603 20250918 73300.0 ... 72780.0 73480.0 LC
33 LC2604 20250918 73980.0 ... 73520.0 74080.0 LC
34 LC2605 20250918 74220.0 ... 73420.0 74120.0 LC
35 LC2606 20250918 74040.0 ... 73260.0 73860.0 LC
36 LC2607 20250918 74000.0 ... 73160.0 73760.0 LC
37 LC2608 20250918 74100.0 ... 73060.0 73620.0 LC
38 LC2609 20250918 75060.0 ... 72980.0 73780.0 LC
[36 rows x 12 columns]
2025-09-25 16:25:33,613 - future_1d - INFO - ak.get_gfex_daily('2025-09-18') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250918 8404.0 8455.0 ... 32883.69 8427.0 8408.0 AP
1 AP511 20250918 8216.0 8254.0 ... 2697.90 8227.0 8196.0 AP
2 AP512 20250918 8171.0 8238.0 ... 369.66 8215.0 8175.0 AP
3 AP601 20250918 8260.0 8324.0 ... 381468.68 8286.0 8252.0 AP
4 AP603 20250918 8086.0 8197.0 ... 450.19 8185.0 8151.0 AP
5 AP604 20250918 8107.0 8189.0 ... 106.28 8176.0 8144.0 AP
6 AP605 20250918 8206.0 8262.0 ... 2330.93 8237.0 8206.0 AP
7 CF511 20250918 13775.0 13790.0 ... 287741.64 13710.0 13780.0 CF
8 CF601 20250918 13900.0 13925.0 ... 1751429.51 13835.0 13915.0 CF
9 CF603 20250918 13850.0 13880.0 ... 1566.35 13800.0 13880.0 CF
10 CF605 20250918 13850.0 13885.0 ... 162867.13 13795.0 13875.0 CF
11 CF607 20250918 13890.0 13900.0 ... 1305.99 13820.0 13900.0 CF
12 CF609 20250918 14040.0 14045.0 ... 420.01 14000.0 14020.0 CF
13 CJ512 20250918 10805.0 10825.0 ... 4662.21 10670.0 10780.0 CJ
14 CJ601 20250918 10795.0 10845.0 ... 674660.94 10720.0 10800.0 CJ
15 CJ603 20250918 10855.0 10865.0 ... 15413.58 10735.0 10820.0 CJ
16 CJ605 20250918 10895.0 10955.0 ... 137640.13 10810.0 10915.0 CJ
17 CJ607 20250918 11050.0 11085.0 ... 5259.50 10935.0 11040.0 CJ
18 CJ609 20250918 11200.0 11210.0 ... 696.20 11050.0 11195.0 CJ
19 CY510 20250918 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250918 19995.0 20005.0 ... 109011.48 19880.0 19975.0 CY
21 CY512 20250918 0.0 0.0 ... 0.00 19710.0 19720.0 CY
22 CY601 20250918 19850.0 19980.0 ... 3418.93 19875.0 19970.0 CY
23 CY602 20250918 19810.0 19810.0 ... 9.91 19810.0 20090.0 CY
24 CY603 20250918 0.0 0.0 ... 0.00 20170.0 20170.0 CY
25 CY604 20250918 0.0 0.0 ... 0.00 19995.0 20030.0 CY
26 CY605 20250918 0.0 0.0 ... 0.00 20025.0 20135.0 CY
27 CY606 20250918 0.0 0.0 ... 0.00 19990.0 20010.0 CY
28 CY607 20250918 0.0 0.0 ... 0.00 20290.0 20300.0 CY
29 CY608 20250918 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250918 0.0 0.0 ... 0.00 20305.0 20365.0 CY
31 FG510 20250918 1100.0 1110.0 ... 10745.50 1096.0 1109.0 FG
32 FG511 20250918 1108.0 1113.0 ... 156092.29 1095.0 1112.0 FG
33 FG512 20250918 1226.0 1236.0 ... 89127.26 1215.0 1233.0 FG
34 FG601 20250918 1232.0 1238.0 ... 4233727.55 1219.0 1235.0 FG
35 FG602 20250918 1287.0 1290.0 ... 39262.30 1271.0 1283.0 FG
36 FG603 20250918 1289.0 1293.0 ... 2328.38 1277.0 1287.0 FG
37 FG604 20250918 1341.0 1345.0 ... 1174.93 1332.0 1340.0 FG
38 FG605 20250918 1337.0 1347.0 ... 115814.20 1333.0 1339.0 FG
39 FG606 20250918 1372.0 1373.0 ... 1035.67 1363.0 1367.0 FG
40 FG607 20250918 1365.0 1368.0 ... 1986.01 1358.0 1361.0 FG
41 FG608 20250918 1397.0 1397.0 ... 1471.15 1388.0 1387.0 FG
42 FG609 20250918 1394.0 1398.0 ... 3834.29 1390.0 1391.0 FG
43 JR511 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250918 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250918 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250918 2285.0 2288.0 ... 6458.23 2266.0 2290.0 MA
52 MA511 20250918 2309.0 2312.0 ... 146848.25 2291.0 2315.0 MA
53 MA512 20250918 2354.0 2354.0 ... 97591.61 2334.0 2356.0 MA
54 MA601 20250918 2376.0 2376.0 ... 1402531.94 2356.0 2380.0 MA
55 MA602 20250918 2397.0 2398.0 ... 38398.34 2377.0 2401.0 MA
56 MA603 20250918 2409.0 2409.0 ... 825.11 2392.0 2416.0 MA
57 MA604 20250918 2408.0 2411.0 ... 24.06 2406.0 2416.0 MA
58 MA605 20250918 2396.0 2399.0 ... 97740.83 2389.0 2401.0 MA
59 MA606 20250918 2400.0 2402.0 ... 28.75 2396.0 2407.0 MA
60 MA607 20250918 2381.0 2384.0 ... 30.93 2379.0 2389.0 MA
61 MA608 20250918 2386.0 2386.0 ... 2.39 2386.0 2383.0 MA
62 MA609 20250918 2373.0 2373.0 ... 2916.26 2367.0 2372.0 MA
63 OI511 20250918 10155.0 10176.0 ... 546559.31 10129.0 10217.0 OI
64 OI601 20250918 9991.0 10010.0 ... 2660233.71 9966.0 10055.0 OI
65 OI603 20250918 9756.0 9771.0 ... 3058.76 9741.0 9801.0 OI
66 OI605 20250918 9533.0 9541.0 ... 138039.59 9501.0 9572.0 OI
67 OI607 20250918 9470.0 9512.0 ... 937.47 9469.0 9517.0 OI
68 OI609 20250918 9457.0 9483.0 ... 1039.02 9446.0 9481.0 OI
69 PF510 20250918 6414.0 6452.0 ... 12767.35 6404.0 6392.0 PF
70 PF511 20250918 6406.0 6452.0 ... 884407.61 6406.0 6382.0 PF
71 PF512 20250918 6388.0 6426.0 ... 496371.15 6378.0 6362.0 PF
72 PF601 20250918 6418.0 6462.0 ... 59587.85 6420.0 6408.0 PF
73 PF602 20250918 6432.0 6466.0 ... 106013.77 6414.0 6410.0 PF
74 PF603 20250918 6428.0 6478.0 ... 209.81 6456.0 6412.0 PF
75 PF604 20250918 6464.0 6500.0 ... 188.24 6492.0 6438.0 PF
76 PF605 20250918 6486.0 6530.0 ... 143.14 6506.0 6470.0 PF
77 PF606 20250918 6502.0 6542.0 ... 29.32 6516.0 6480.0 PF
78 PF607 20250918 6522.0 6564.0 ... 26.17 6542.0 6504.0 PF
79 PF608 20250918 6576.0 6576.0 ... 13.13 6566.0 6524.0 PF
80 PF609 20250918 6560.0 6560.0 ... 6.55 6554.0 6580.0 PF
81 PK510 20250918 7818.0 7862.0 ... 6038.10 7842.0 7818.0 PK
82 PK511 20250918 7822.0 7872.0 ... 376133.40 7844.0 7810.0 PK
83 PK512 20250918 7842.0 7872.0 ... 127558.71 7846.0 7824.0 PK
84 PK601 20250918 7826.0 7844.0 ... 30568.69 7834.0 7830.0 PK
85 PK603 20250918 7850.0 7858.0 ... 74.61 7854.0 7850.0 PK
86 PK604 20250918 7868.0 7870.0 ... 23.59 7864.0 7862.0 PK
87 PK605 20250918 7864.0 7878.0 ... 2660.28 7872.0 7870.0 PK
88 PL601 20250918 6466.0 6474.0 ... 67376.72 6443.0 6449.0 PL
89 PL602 20250918 6480.0 6501.0 ... 1967.11 6471.0 6477.0 PL
90 PL603 20250918 6495.0 6515.0 ... 39.01 6502.0 6499.0 PL
91 PL604 20250918 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250918 0.0 0.0 ... 0.00 6419.0 6428.0 PL
93 PL606 20250918 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250918 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250918 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250918 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250918 5880.0 5912.0 ... 2120.51 5866.0 5870.0 PR
104 PR511 20250918 5860.0 5906.0 ... 815102.13 5878.0 5856.0 PR
105 PR512 20250918 5874.0 5908.0 ... 723632.37 5884.0 5858.0 PR
106 PR601 20250918 5862.0 5904.0 ... 112287.43 5866.0 5856.0 PR
107 PR602 20250918 5896.0 5928.0 ... 4506.64 5892.0 5886.0 PR
108 PR603 20250918 5916.0 5930.0 ... 292.30 5906.0 5906.0 PR
109 PR604 20250918 5928.0 5928.0 ... 17.77 5924.0 5930.0 PR
110 PR605 20250918 5960.0 5978.0 ... 35.75 5960.0 5924.0 PR
111 PR606 20250918 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250918 0.0 0.0 ... 0.00 5952.0 5962.0 PR
113 PR608 20250918 0.0 0.0 ... 0.00 5958.0 5966.0 PR
114 PR609 20250918 0.0 0.0 ... 0.00 5932.0 5932.0 PR
115 PX510 20250918 6788.0 6874.0 ... 1735.79 6754.0 6796.0 PX
116 PX511 20250918 6770.0 6850.0 ... 907304.33 6764.0 6782.0 PX
117 PX512 20250918 6750.0 6824.0 ... 315247.99 6748.0 6760.0 PX
118 PX601 20250918 6738.0 6798.0 ... 203714.10 6728.0 6732.0 PX
119 PX602 20250918 6724.0 6790.0 ... 22280.11 6720.0 6722.0 PX
120 PX603 20250918 6732.0 6732.0 ... 6.72 6718.0 6742.0 PX
121 PX604 20250918 6716.0 6720.0 ... 6.72 6718.0 6742.0 PX
122 PX605 20250918 6728.0 6780.0 ... 1110.31 6710.0 6728.0 PX
123 PX606 20250918 0.0 0.0 ... 0.00 6686.0 6718.0 PX
124 PX607 20250918 6736.0 6814.0 ... 87.54 6734.0 6736.0 PX
125 PX608 20250918 6694.0 6694.0 ... 3.35 6694.0 6748.0 PX
126 PX609 20250918 6770.0 6770.0 ... 16.81 6724.0 6750.0 PX
127 RI511 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250918 2490.0 2522.0 ... 29211.27 2500.0 2499.0 RM
134 RM601 20250918 2462.0 2487.0 ... 751591.08 2469.0 2485.0 RM
135 RM603 20250918 2384.0 2394.0 ... 16015.45 2378.0 2392.0 RM
136 RM605 20250918 2364.0 2374.0 ... 106627.58 2362.0 2377.0 RM
137 RM607 20250918 2354.0 2364.0 ... 7553.95 2353.0 2375.0 RM
138 RM608 20250918 2463.0 2463.0 ... 203.96 2457.0 2472.0 RM
139 RM609 20250918 2443.0 2449.0 ... 1717.99 2440.0 2466.0 RM
140 RS511 20250918 5280.0 5299.0 ... 58.03 5276.0 5295.0 RS
141 RS607 20250918 5563.0 5563.0 ... 22.23 5558.0 5548.0 RS
142 RS608 20250918 5539.0 5572.0 ... 77.81 5558.0 5560.0 RS
143 RS609 20250918 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250918 1252.0 1253.0 ... 13273.58 1227.0 1246.0 SA
145 SA511 20250918 1254.0 1265.0 ... 631576.40 1239.0 1258.0 SA
146 SA512 20250918 1322.0 1330.0 ... 256567.90 1303.0 1321.0 SA
147 SA601 20250918 1334.0 1342.0 ... 3940997.80 1317.0 1333.0 SA
148 SA602 20250918 1367.0 1372.0 ... 355908.90 1351.0 1362.0 SA
149 SA603 20250918 1370.0 1378.0 ... 5880.17 1352.0 1370.0 SA
150 SA604 20250918 1414.0 1417.0 ... 1771.09 1397.0 1411.0 SA
151 SA605 20250918 1414.0 1424.0 ... 125919.59 1405.0 1415.0 SA
152 SA606 20250918 1431.0 1433.0 ... 1787.90 1414.0 1425.0 SA
153 SA607 20250918 1428.0 1432.0 ... 3379.94 1415.0 1424.0 SA
154 SA608 20250918 1451.0 1451.0 ... 2731.40 1438.0 1443.0 SA
155 SA609 20250918 1451.0 1457.0 ... 4601.14 1446.0 1448.0 SA
156 SF510 20250918 5564.0 5660.0 ... 11038.72 5602.0 5544.0 SF
157 SF511 20250918 5746.0 5856.0 ... 924236.30 5780.0 5726.0 SF
158 SF512 20250918 5720.0 5828.0 ... 170068.38 5752.0 5700.0 SF
159 SF601 20250918 5720.0 5824.0 ... 312152.99 5760.0 5704.0 SF
160 SF602 20250918 5688.0 5782.0 ... 52658.98 5714.0 5666.0 SF
161 SF603 20250918 5848.0 5890.0 ... 134.95 5868.0 5842.0 SF
162 SF604 20250918 5920.0 5920.0 ... 8.84 5892.0 5856.0 SF
163 SF605 20250918 5840.0 5924.0 ... 5530.89 5860.0 5810.0 SF
164 SF606 20250918 5800.0 5882.0 ... 43.76 5834.0 5758.0 SF
165 SF607 20250918 5926.0 6020.0 ... 107.37 5966.0 5948.0 SF
166 SF608 20250918 5952.0 5978.0 ... 32.75 5954.0 5902.0 SF
167 SF609 20250918 5938.0 5988.0 ... 50.61 5954.0 5884.0 SF
168 SH510 20250918 2500.0 2534.0 ... 55450.55 2503.0 2511.0 SH
169 SH511 20250918 2531.0 2568.0 ... 693793.25 2538.0 2538.0 SH
170 SH512 20250918 2603.0 2621.0 ... 284811.14 2596.0 2589.0 SH
171 SH601 20250918 2610.0 2622.0 ... 3451150.83 2600.0 2593.0 SH
172 SH602 20250918 2620.0 2641.0 ... 96292.71 2623.0 2612.0 SH
173 SH603 20250918 2645.0 2657.0 ... 4184.45 2637.0 2631.0 SH
174 SH604 20250918 2683.0 2700.0 ... 273.99 2686.0 2671.0 SH
175 SH605 20250918 2695.0 2708.0 ... 18960.10 2689.0 2683.0 SH
176 SH606 20250918 2712.0 2718.0 ... 97.40 2705.0 2698.0 SH
177 SH607 20250918 2701.0 2709.0 ... 88.68 2687.0 2690.0 SH
178 SH608 20250918 2690.0 2690.0 ... 16.11 2686.0 2689.0 SH
179 SH609 20250918 2716.0 2724.0 ... 308.92 2710.0 2703.0 SH
180 SM510 20250918 5840.0 5930.0 ... 11614.66 5870.0 5848.0 SM
181 SM511 20250918 5936.0 5998.0 ... 656579.46 5946.0 5936.0 SM
182 SM512 20250918 5952.0 6008.0 ... 141399.49 5954.0 5940.0 SM
183 SM601 20250918 5970.0 6026.0 ... 735194.69 5976.0 5956.0 SM
184 SM602 20250918 5996.0 6028.0 ... 456433.58 5974.0 5964.0 SM
185 SM603 20250918 5964.0 6036.0 ... 437.46 5994.0 5978.0 SM
186 SM604 20250918 5990.0 5990.0 ... 3.00 5990.0 5986.0 SM
187 SM605 20250918 6004.0 6062.0 ... 9724.06 6010.0 5984.0 SM
188 SM606 20250918 6052.0 6052.0 ... 12.04 6020.0 6006.0 SM
189 SM607 20250918 6074.0 6076.0 ... 39.28 6042.0 6006.0 SM
190 SM608 20250918 6040.0 6052.0 ... 9.07 6048.0 6040.0 SM
191 SM609 20250918 6026.0 6088.0 ... 473.91 6038.0 6030.0 SM
192 SR511 20250918 5535.0 5546.0 ... 167263.30 5508.0 5537.0 SR
193 SR601 20250918 5526.0 5536.0 ... 1733746.50 5496.0 5538.0 SR
194 SR603 20250918 5515.0 5524.0 ... 6147.21 5484.0 5523.0 SR
195 SR605 20250918 5507.0 5517.0 ... 186984.65 5472.0 5514.0 SR
196 SR607 20250918 5508.0 5515.0 ... 9120.03 5481.0 5514.0 SR
197 SR609 20250918 5510.0 5523.0 ... 3975.11 5490.0 5524.0 SR
198 TA510 20250918 4674.0 4718.0 ... 25888.62 4674.0 4670.0 TA
199 TA511 20250918 4684.0 4734.0 ... 432739.31 4690.0 4682.0 TA
200 TA512 20250918 4702.0 4746.0 ... 212817.89 4706.0 4694.0 TA
201 TA601 20250918 4704.0 4748.0 ... 2019674.44 4708.0 4698.0 TA
202 TA602 20250918 4710.0 4756.0 ... 30094.94 4712.0 4710.0 TA
203 TA603 20250918 4736.0 4748.0 ... 21.32 4738.0 4714.0 TA
204 TA604 20250918 4744.0 4744.0 ... 52.17 4744.0 4720.0 TA
205 TA605 20250918 4740.0 4780.0 ... 62364.73 4740.0 4740.0 TA
206 TA606 20250918 4730.0 4730.0 ... 2.37 4730.0 4752.0 TA
207 TA607 20250918 4766.0 4770.0 ... 11.90 4760.0 4762.0 TA
208 TA608 20250918 0.0 0.0 ... 0.00 4746.0 4770.0 TA
209 TA609 20250918 4778.0 4810.0 ... 88.05 4760.0 4776.0 TA
210 UR510 20250918 1587.0 1588.0 ... 3670.35 1577.0 1593.0 UR
211 UR511 20250918 1660.0 1664.0 ... 52101.60 1653.0 1665.0 UR
212 UR512 20250918 1674.0 1674.0 ... 14111.41 1664.0 1675.0 UR
213 UR601 20250918 1681.0 1681.0 ... 381294.71 1671.0 1681.0 UR
214 UR602 20250918 1677.0 1683.0 ... 821.81 1677.0 1685.0 UR
215 UR603 20250918 1725.0 1729.0 ... 110.19 1722.0 1732.0 UR
216 UR604 20250918 1727.0 1730.0 ... 75.89 1725.0 1738.0 UR
217 UR605 20250918 1736.0 1736.0 ... 22637.52 1726.0 1734.0 UR
218 UR606 20250918 1729.0 1730.0 ... 306.80 1724.0 1734.0 UR
219 UR607 20250918 1756.0 1760.0 ... 207.29 1757.0 1761.0 UR
220 UR608 20250918 1749.0 1753.0 ... 97.96 1749.0 1758.0 UR
221 UR609 20250918 1754.0 1755.0 ... 268.94 1746.0 1755.0 UR
222 WH511 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 16:25:33,940 - future_1d - INFO - ak.get_czce_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 IC2509 20250918 7238.200 ... 7164.600 7244.200 IC
1 IC2510 20250918 7186.000 ... 7090.800 7186.400 IC
2 IC2512 20250918 7073.000 ... 6960.200 7068.600 IC
3 IC2603 20250918 6922.800 ... 6793.600 6904.600 IC
4 IF2509 20250918 4545.000 ... 4483.400 4548.400 IF
5 IF2510 20250918 4537.400 ... 4470.200 4538.200 IF
6 IF2512 20250918 4512.000 ... 4440.000 4514.600 IF
7 IF2603 20250918 4490.800 ... 4416.400 4488.200 IF
8 IH2509 20250918 2965.600 ... 2907.800 2953.600 IH
9 IH2510 20250918 2958.600 ... 2904.200 2952.000 IH
10 IH2512 20250918 2960.800 ... 2903.400 2952.800 IH
11 IH2603 20250918 2962.000 ... 2906.000 2956.200 IH
12 IM2509 20250918 7520.000 ... 7449.200 7544.200 IM
13 IM2510 20250918 7470.600 ... 7366.800 7477.800 IM
14 IM2512 20250918 7313.800 ... 7206.200 7324.000 IM
15 IM2603 20250918 7133.600 ... 7001.800 7119.600 IM
16 T2512 20250918 108.065 ... 108.065 108.135 T
17 T2603 20250918 107.780 ... 107.735 107.845 T
18 T2606 20250918 107.610 ... 107.565 107.670 T
19 TF2512 20250918 105.840 ... 105.815 105.870 TF
20 TF2603 20250918 105.715 ... 105.685 105.730 TF
21 TF2606 20250918 105.635 ... 105.590 105.645 TF
22 TL2512 20250918 115.700 ... 115.680 115.820 TL
23 TL2603 20250918 115.360 ... 115.360 115.490 TL
24 TL2606 20250918 115.240 ... 115.310 115.420 TL
25 TS2512 20250918 102.438 ... 102.414 102.450 TS
26 TS2603 20250918 102.352 ... 102.340 102.366 TS
27 TS2606 20250918 102.310 ... 102.302 102.324 TS
[28 rows x 12 columns]
2025-09-25 16:25:34,322 - future_1d - INFO - ak.get_cffex_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 SC2510 20250918 497.9 ... 495.5 498.4 SC
1 SC2511 20250918 498.3 ... 496.3 499.8 SC
2 SC2512 20250918 496 ... 493.5 496.8 SC
3 SC2601 20250918 492.8 ... 491.9 494.7 SC
4 SC2602 20250918 489.7 ... 490.4 492.1 SC
5 SC2603 20250918 488 ... 489.8 491.8 SC
6 SC2604 20250918 490.3 ... 488 490.3 SC
7 SC2605 20250918 490 ... 487.2 490.5 SC
8 SC2606 20250918 489.4 ... 487 489.4 SC
9 SC2607 20250918 488.6 ... 485.2 488.3 SC
10 SC2608 20250918 486.4 ... 483.9 487.5 SC
11 SC2609 20250918 485.2 ... 483.8 484 SC
12 SC2612 20250918 482.3 ... 482.5 481 SC
13 SC2703 20250918 ... 475.1 475.1 SC
14 SC2706 20250918 ... 476.8 476.8 SC
15 SC2709 20250918 ... 473.2 473.2 SC
16 SC2712 20250918 476.8 ... 474.1 473.7 SC
17 SC2803 20250918 471.2 ... 471.2 473.6 SC
18 SC2806 20250918 472.5 ... 472.5 473 SC
19 SC2809 20250918 470.1 ... 465.7 469 SC
21 LU2510 20250918 3434 ... 3418 3422 LU
22 LU2511 20250918 3438 ... 3428 3447 LU
23 LU2512 20250918 3424 ... 3410 3429 LU
24 LU2601 20250918 3420 ... 3403 3421 LU
25 LU2602 20250918 3395 ... 3389 3410 LU
26 LU2603 20250918 3369 ... 3378 3387 LU
27 LU2604 20250918 3365 ... 3365 3389 LU
28 LU2605 20250918 3380 ... 3374 3388 LU
29 LU2606 20250918 3355 ... 3360 3399 LU
30 LU2607 20250918 3359 ... 3358 3379 LU
31 LU2608 20250918 3354 ... 3346 3378 LU
32 LU2609 20250918 3336 ... 3325 3360 LU
34 NR2510 20250918 12540 ... 12305 12570 NR
35 NR2511 20250918 12550 ... 12330 12595 NR
36 NR2512 20250918 12600 ... 12355 12630 NR
37 NR2601 20250918 12645 ... 12400 12660 NR
38 NR2602 20250918 12640 ... 12455 12650 NR
39 NR2603 20250918 12610 ... 12435 12635 NR
40 NR2604 20250918 12585 ... 12405 12665 NR
41 NR2605 20250918 12555 ... 12455 12670 NR
42 NR2606 20250918 12440 ... 12440 12635 NR
43 NR2607 20250918 ... 12655 12655 NR
44 NR2608 20250918 ... 12685 12685 NR
45 NR2609 20250918 12585 ... 12510 12685 NR
47 BC2510 20250918 70980 ... 70760 71650 BC
48 BC2511 20250918 71010 ... 70820 71640 BC
49 BC2512 20250918 ... 71670 71670 BC
50 BC2601 20250918 ... 71000 72000 BC
51 BC2602 20250918 ... 71100 71650 BC
52 BC2603 20250918 ... 71200 71950 BC
53 BC2604 20250918 ... 71300 71550 BC
54 BC2605 20250918 ... 71300 71550 BC
55 BC2606 20250918 ... 71400 71500 BC
56 BC2607 20250918 ... 71400 71560 BC
57 BC2608 20250918 ... 71400 71550 BC
58 BC2609 20250918 ... 71550 71550 BC
60 EC2510 20250918 1110 ... 1117.6 1129.4 EC
61 EC2512 20250918 1680 ... 1663 1665.3 EC
62 EC2602 20250918 1574.4 ... 1564.7 1572.8 EC
63 EC2604 20250918 1294 ... 1271.7 1278.3 EC
64 EC2606 20250918 1473.7 ... 1456.6 1460.7 EC
65 EC2608 20250918 1635 ... 1615.3 1618.6 EC
68 SC_TAS2510 20250918 ... SC_TAS
69 SC_TAS2511 20250918 ... SC_TAS
70 SC_TAS2512 20250918 ... SC_TAS
71 SC_TAS2601 20250918 ... SC_TAS
[66 rows x 12 columns]
2025-09-25 16:25:34,418 - future_1d - INFO - ak.get_ine_daily('2025-09-18') done
2025-09-25 16:25:36,178 - future_1d - INFO - save future_daily 2025-09-18 completed
symbol date open ... settle pre_settle variety
0 a2511 20250919 3906.00 ... 3906.00 3892.00 A
1 a2601 20250919 3901.00 ... 3903.00 3893.00 A
2 a2603 20250919 3907.00 ... 3909.00 3900.00 A
3 a2605 20250919 3943.00 ... 3948.00 3940.00 A
4 a2607 20250919 3950.00 ... 3952.00 3944.00 A
5 a2609 20250919 3960.00 ... 3961.00 3953.00 A
6 b2510 20250919 3661.00 ... 3687.00 3674.00 B
7 b2511 20250919 3659.00 ... 3685.00 3670.00 B
8 b2512 20250919 3700.00 ... 3719.00 3709.00 B
9 b2601 20250919 3690.00 ... 3715.00 3704.00 B
10 b2602 20250919 3691.00 ... 3706.00 3687.00 B
11 b2603 20250919 3648.00 ... 3658.00 3654.00 B
12 b2604 20250919 3543.00 ... 3558.00 3545.00 B
13 b2605 20250919 3472.00 ... 3489.00 3484.00 B
14 b2606 20250919 3448.00 ... 3465.00 3459.00 B
15 b2607 20250919 3462.00 ... 3464.00 3457.00 B
16 b2608 20250919 3350.00 ... 3521.00 3562.00 B
17 b2609 20250919 3565.00 ... 3578.00 3574.00 B
18 bb2511 20250919 141.85 ... 142.00 142.20 BB
19 bb2601 20250919 0.00 ... 146.65 146.65 BB
20 bb2603 20250919 0.00 ... 146.85 146.85 BB
21 bb2605 20250919 0.00 ... 141.45 141.60 BB
22 bb2607 20250919 0.00 ... 146.20 146.40 BB
23 bb2609 20250919 0.00 ... 146.20 146.40 BB
24 bz2603 20250919 5999.00 ... 5979.00 6021.00 BZ
25 bz2604 20250919 5964.00 ... 5947.00 5974.00 BZ
26 bz2605 20250919 5982.00 ... 5975.00 5981.00 BZ
27 bz2606 20250919 0.00 ... 5954.00 5954.00 BZ
28 bz2607 20250919 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250919 0.00 ... 5949.00 5955.00 BZ
30 c2511 20250919 2178.00 ... 2171.00 2170.00 C
31 c2601 20250919 2165.00 ... 2161.00 2162.00 C
32 c2603 20250919 2173.00 ... 2171.00 2171.00 C
33 c2605 20250919 2229.00 ... 2228.00 2229.00 C
34 c2607 20250919 2240.00 ... 2239.00 2241.00 C
35 c2609 20250919 2179.00 ... 2234.00 2254.00 C
36 cs2511 20250919 2472.00 ... 2468.00 2465.00 CS
37 cs2601 20250919 2489.00 ... 2483.00 2489.00 CS
38 cs2603 20250919 2492.00 ... 2489.00 2492.00 CS
39 cs2605 20250919 2576.00 ... 2570.00 2573.00 CS
40 cs2607 20250919 2573.00 ... 2573.00 2577.00 CS
41 cs2609 20250919 2597.00 ... 2597.00 2597.00 CS
42 eb2509 20250919 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250919 7072.00 ... 7021.00 7079.00 EB
44 eb2511 20250919 7080.00 ... 7024.00 7090.00 EB
45 eb2512 20250919 7080.00 ... 7033.00 7099.00 EB
46 eb2601 20250919 7120.00 ... 7070.00 7130.00 EB
47 eb2602 20250919 7122.00 ... 7104.00 7156.00 EB
48 eb2603 20250919 7154.00 ... 7131.00 7183.00 EB
49 eb2604 20250919 7181.00 ... 7171.00 7230.00 EB
50 eb2605 20250919 7220.00 ... 7185.00 7251.00 EB
51 eb2606 20250919 0.00 ... 7260.00 7260.00 EB
52 eb2607 20250919 0.00 ... 7276.00 7283.00 EB
53 eb2608 20250919 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250919 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250919 4297.00 ... 4282.00 4314.00 EG
56 eg2511 20250919 4281.00 ... 4247.00 4275.00 EG
57 eg2512 20250919 4236.00 ... 4240.00 4275.00 EG
58 eg2601 20250919 4276.00 ... 4259.00 4282.00 EG
59 eg2602 20250919 4265.00 ... 4265.00 4284.00 EG
60 eg2603 20250919 4270.00 ... 4266.00 4298.00 EG
61 eg2604 20250919 4316.00 ... 4314.00 4338.00 EG
62 eg2605 20250919 4328.00 ... 4314.00 4340.00 EG
63 eg2606 20250919 4317.00 ... 4311.00 4358.00 EG
64 eg2607 20250919 4320.00 ... 4321.00 4343.00 EG
65 eg2608 20250919 0.00 ... 4399.00 4399.00 EG
66 fb2510 20250919 1255.00 ... 1259.50 1259.50 FB
67 fb2511 20250919 1254.00 ... 1254.00 1252.00 FB
68 fb2512 20250919 1257.50 ... 1255.00 1256.00 FB
69 fb2601 20250919 1255.50 ... 1253.50 1252.00 FB
70 fb2602 20250919 1255.00 ... 1254.00 1250.50 FB
71 fb2603 20250919 1247.00 ... 1247.00 1246.00 FB
72 fb2604 20250919 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250919 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250919 1303.50 ... 1298.00 1322.50 FB
75 fb2607 20250919 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250919 1269.50 ... 1270.00 1281.00 FB
77 fb2609 20250919 0.00 ... 1296.00 1296.00 FB
78 i2510 20250919 822.00 ... 823.50 820.50 I
79 i2511 20250919 815.00 ... 819.00 814.50 I
80 i2512 20250919 809.50 ... 813.00 809.00 I
81 i2601 20250919 802.50 ... 805.50 801.00 I
82 i2602 20250919 796.50 ... 801.00 795.50 I
83 i2603 20250919 791.50 ... 795.50 790.50 I
84 i2604 20250919 790.00 ... 790.50 786.50 I
85 i2605 20250919 779.00 ... 784.00 780.00 I
86 i2606 20250919 775.50 ... 778.50 775.00 I
87 i2607 20250919 770.00 ... 773.50 770.50 I
88 i2608 20250919 765.00 ... 768.50 765.50 I
89 i2609 20250919 760.50 ... 762.50 761.00 I
90 j2510 20250919 1623.00 ... 1624.00 1626.50 J
91 j2511 20250919 1641.50 ... 1657.50 1655.00 J
92 j2512 20250919 1700.00 ... 1700.00 1691.00 J
93 j2601 20250919 1709.00 ... 1725.50 1725.50 J
94 j2602 20250919 0.00 ... 1754.00 1754.00 J
95 j2603 20250919 0.00 ... 1763.50 1763.50 J
96 j2604 20250919 0.00 ... 1814.00 1814.00 J
97 j2605 20250919 1854.50 ... 1866.50 1853.50 J
98 j2606 20250919 1866.50 ... 1866.50 1879.50 J
99 j2607 20250919 0.00 ... 1878.50 1878.50 J
100 j2608 20250919 1884.50 ... 1891.00 1906.00 J
101 j2609 20250919 1901.00 ... 1923.50 1902.00 J
102 jd2509 20250919 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250919 3043.00 ... 3038.00 3041.00 JD
104 jd2511 20250919 3130.00 ... 3122.00 3119.00 JD
105 jd2512 20250919 3260.00 ... 3259.00 3242.00 JD
106 jd2601 20250919 3421.00 ... 3423.00 3396.00 JD
107 jd2602 20250919 3138.00 ... 3160.00 3131.00 JD
108 jd2603 20250919 3161.00 ... 3183.00 3148.00 JD
109 jd2604 20250919 3313.00 ... 3349.00 3318.00 JD
110 jd2605 20250919 3448.00 ... 3466.00 3432.00 JD
111 jd2606 20250919 3259.00 ... 3274.00 3245.00 JD
112 jd2607 20250919 3491.00 ... 3504.00 3484.00 JD
113 jd2608 20250919 3919.00 ... 3927.00 3916.00 JD
114 jm2510 20250919 1022.00 ... 1029.50 1034.00 JM
115 jm2511 20250919 1079.00 ... 1078.00 1082.00 JM
116 jm2512 20250919 1150.00 ... 1148.50 1148.50 JM
117 jm2601 20250919 1203.00 ... 1216.00 1215.50 JM
118 jm2602 20250919 1228.00 ... 1244.50 1237.00 JM
119 jm2603 20250919 1257.00 ... 1271.00 1258.50 JM
120 jm2604 20250919 1277.00 ... 1293.50 1281.00 JM
121 jm2605 20250919 1298.00 ... 1312.50 1302.50 JM
122 jm2606 20250919 1312.00 ... 1328.50 1316.00 JM
123 jm2607 20250919 1325.00 ... 1341.50 1326.00 JM
124 jm2608 20250919 1341.00 ... 1357.00 1339.00 JM
125 jm2609 20250919 1365.00 ... 1380.50 1360.50 JM
126 l2510 20250919 7107.00 ... 7095.00 7142.00 L
127 l2511 20250919 7159.00 ... 7128.00 7159.00 L
128 l2512 20250919 7163.00 ... 7158.00 7188.00 L
129 l2601 20250919 7202.00 ... 7181.00 7219.00 L
130 l2602 20250919 7186.00 ... 7177.00 7211.00 L
131 l2603 20250919 7203.00 ... 7193.00 7238.00 L
132 l2604 20250919 7238.00 ... 7233.00 7281.00 L
133 l2605 20250919 7250.00 ... 7228.00 7265.00 L
134 l2606 20250919 7216.00 ... 7225.00 7247.00 L
135 l2607 20250919 7241.00 ... 7238.00 7284.00 L
136 l2608 20250919 7255.00 ... 7256.00 7282.00 L
137 l2609 20250919 7272.00 ... 7264.00 7296.00 L
138 lg2509 20250919 780.00 ... 778.00 770.00 LG
139 lg2511 20250919 800.00 ... 804.00 806.00 LG
140 lg2601 20250919 817.00 ... 818.00 819.50 LG
141 lg2603 20250919 825.50 ... 824.50 824.50 LG
142 lg2605 20250919 830.50 ... 828.50 828.50 LG
143 lg2607 20250919 830.50 ... 828.50 830.50 LG
144 lh2509 20250919 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250919 12815.00 ... 12835.00 12885.00 LH
146 lh2601 20250919 13330.00 ... 13340.00 13395.00 LH
147 lh2603 20250919 12850.00 ... 12850.00 12915.00 LH
148 lh2605 20250919 13395.00 ... 13380.00 13460.00 LH
149 lh2607 20250919 14130.00 ... 14135.00 14215.00 LH
150 m2511 20250919 2968.00 ... 2975.00 2968.00 M
151 m2512 20250919 3011.00 ... 3024.00 3015.00 M
152 m2601 20250919 2995.00 ... 3004.00 3001.00 M
153 m2603 20250919 2932.00 ... 2949.00 2942.00 M
154 m2605 20250919 2768.00 ... 2777.00 2775.00 M
155 m2607 20250919 2754.00 ... 2768.00 2760.00 M
156 m2608 20250919 2874.00 ... 2885.00 2886.00 M
157 m2609 20250919 2882.00 ... 2889.00 2889.00 M
158 p2510 20250919 9186.00 ... 9242.00 9254.00 P
159 p2511 20250919 9256.00 ... 9292.00 9286.00 P
160 p2512 20250919 9292.00 ... 9318.00 9320.00 P
161 p2601 20250919 9314.00 ... 9340.00 9344.00 P
162 p2602 20250919 9300.00 ... 9318.00 9312.00 P
163 p2603 20250919 9248.00 ... 9280.00 9318.00 P
164 p2604 20250919 9214.00 ... 9230.00 9246.00 P
165 p2605 20250919 9118.00 ... 9138.00 9138.00 P
166 p2606 20250919 9032.00 ... 9032.00 9042.00 P
167 p2607 20250919 8932.00 ... 8930.00 8922.00 P
168 p2608 20250919 8864.00 ... 8864.00 8872.00 P
169 p2609 20250919 8814.00 ... 8812.00 8844.00 P
170 pg2509 20250919 3810.00 ... 3801.00 3805.00 PG
171 pg2510 20250919 4461.00 ... 4439.00 4466.00 PG
172 pg2511 20250919 4393.00 ... 4368.00 4400.00 PG
173 pg2512 20250919 4336.00 ... 4307.00 4336.00 PG
174 pg2601 20250919 4271.00 ... 4241.00 4270.00 PG
175 pg2602 20250919 4193.00 ... 4176.00 4209.00 PG
176 pg2603 20250919 4110.00 ... 4090.00 4123.00 PG
177 pg2604 20250919 4429.00 ... 4418.00 4451.00 PG
178 pg2605 20250919 4348.00 ... 4341.00 4379.00 PG
179 pg2606 20250919 4283.00 ... 4283.00 4297.00 PG
180 pg2607 20250919 0.00 ... 4247.00 4247.00 PG
181 pg2608 20250919 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250919 6825.00 ... 6816.00 6862.00 PP
183 pp2511 20250919 6878.00 ... 6846.00 6886.00 PP
184 pp2512 20250919 6895.00 ... 6883.00 6921.00 PP
185 pp2601 20250919 6930.00 ... 6917.00 6955.00 PP
186 pp2602 20250919 6901.00 ... 6900.00 6930.00 PP
187 pp2603 20250919 6898.00 ... 6899.00 6953.00 PP
188 pp2604 20250919 6934.00 ... 6927.00 6961.00 PP
189 pp2605 20250919 6970.00 ... 6959.00 6993.00 PP
190 pp2606 20250919 6917.00 ... 6921.00 6951.00 PP
191 pp2607 20250919 6902.00 ... 6890.00 6941.00 PP
192 pp2608 20250919 6902.00 ... 6900.00 6950.00 PP
193 pp2609 20250919 6931.00 ... 6926.00 6966.00 PP
194 rr2510 20250919 3608.00 ... 3608.00 3603.00 RR
195 rr2511 20250919 3610.00 ... 3614.00 3605.00 RR
196 rr2512 20250919 3600.00 ... 3605.00 3597.00 RR
197 rr2601 20250919 3621.00 ... 3620.00 3617.00 RR
198 rr2602 20250919 3602.00 ... 3603.00 3599.00 RR
199 rr2603 20250919 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250919 3616.00 ... 3616.00 3611.00 RR
201 rr2605 20250919 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250919 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250919 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250919 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250919 0.00 ... 3614.00 3614.00 RR
206 v2510 20250919 4810.00 ... 4834.00 4828.00 V
207 v2511 20250919 4844.00 ... 4867.00 4848.00 V
208 v2512 20250919 4887.00 ... 4908.00 4895.00 V
209 v2601 20250919 4927.00 ... 4949.00 4939.00 V
210 v2602 20250919 4967.00 ... 4984.00 4973.00 V
211 v2603 20250919 4999.00 ... 5016.00 5003.00 V
212 v2604 20250919 5203.00 ... 5222.00 5206.00 V
213 v2605 20250919 5229.00 ... 5252.00 5241.00 V
214 v2606 20250919 5280.00 ... 5286.00 5269.00 V
215 v2607 20250919 5301.00 ... 5314.00 5301.00 V
216 v2608 20250919 5332.00 ... 5342.00 5337.00 V
217 v2609 20250919 5347.00 ... 5374.00 5370.00 V
218 y2511 20250919 8294.00 ... 8350.00 8308.00 Y
219 y2512 20250919 8344.00 ... 8390.00 8346.00 Y
220 y2601 20250919 8298.00 ... 8336.00 8306.00 Y
221 y2603 20250919 8228.00 ... 8276.00 8276.00 Y
222 y2605 20250919 8034.00 ... 8060.00 8052.00 Y
223 y2607 20250919 7990.00 ... 8014.00 7998.00 Y
224 y2608 20250919 8008.00 ... 8024.00 8016.00 Y
225 y2609 20250919 7974.00 ... 7992.00 7988.00 Y
[226 rows x 12 columns]
2025-09-25 16:25:40,443 - future_1d - INFO - ak.get_dce_daily('2025-09-19') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250919 ... 79840 79800 CU
1 1 CU2511 20250919 ... 79820 79780 CU
2 2 CU2512 20250919 ... 79810 79760 CU
3 3 CU2601 20250919 ... 79810 79800 CU
4 4 CU2602 20250919 ... 79800 79780 CU
5 5 CU2603 20250919 ... 79830 79840 CU
6 6 CU2604 20250919 ... 79860 79790 CU
7 7 CU2605 20250919 ... 79910 79820 CU
8 8 CU2606 20250919 ... 79850 79780 CU
9 9 CU2607 20250919 ... 79840 79720 CU
10 10 CU2608 20250919 ... 79800 79790 CU
11 11 CU2609 20250919 ... 79780 79830 CU
12 12 BC2510 20250919 ... 70760 70760 BC
13 13 BC2511 20250919 ... 70890 70820 BC
14 14 BC2512 20250919 ... 71670 71670 BC
15 15 BC2601 20250919 ... 71000 71000 BC
16 16 BC2602 20250919 ... 71100 71100 BC
17 17 BC2603 20250919 ... 71200 71200 BC
18 18 BC2604 20250919 ... 71300 71300 BC
19 19 BC2605 20250919 ... 71300 71300 BC
20 20 BC2606 20250919 ... 71400 71400 BC
21 21 BC2607 20250919 ... 71400 71400 BC
22 22 BC2608 20250919 ... 71400 71400 BC
23 23 BC2609 20250919 ... 71550 71550 BC
24 24 AL2510 20250919 ... 20805 20775 AL
25 25 AL2511 20250919 ... 20820 20795 AL
26 26 AL2512 20250919 ... 20820 20790 AL
27 27 AL2601 20250919 ... 20815 20790 AL
28 28 AL2602 20250919 ... 20815 20790 AL
29 29 AL2603 20250919 ... 20840 20810 AL
30 30 AL2604 20250919 ... 20855 20820 AL
31 31 AL2605 20250919 ... 20865 20825 AL
32 32 AL2606 20250919 ... 20850 20845 AL
33 33 AL2607 20250919 ... 20865 20825 AL
34 34 AL2608 20250919 ... 20885 20830 AL
35 35 AL2609 20250919 ... 20850 20835 AL
36 36 ZN2510 20250919 ... 22065 22075 ZN
37 37 ZN2511 20250919 ... 22060 22085 ZN
38 38 ZN2512 20250919 ... 22080 22115 ZN
39 39 ZN2601 20250919 ... 22100 22150 ZN
40 40 ZN2602 20250919 ... 22125 22180 ZN
41 41 ZN2603 20250919 ... 22160 22175 ZN
42 42 ZN2604 20250919 ... 22200 22225 ZN
43 43 ZN2605 20250919 ... 22230 22260 ZN
44 44 ZN2606 20250919 ... 22240 22265 ZN
45 45 ZN2607 20250919 ... 22260 22275 ZN
46 46 ZN2608 20250919 ... 22290 22295 ZN
47 47 ZN2609 20250919 ... 22305 22335 ZN
48 48 PB2510 20250919 ... 17140 17110 PB
49 49 PB2511 20250919 ... 17170 17130 PB
50 50 PB2512 20250919 ... 17175 17135 PB
51 51 PB2601 20250919 ... 17170 17135 PB
52 52 PB2602 20250919 ... 17175 17175 PB
53 53 PB2603 20250919 ... 17190 17190 PB
54 54 PB2604 20250919 ... 17235 17195 PB
55 55 PB2605 20250919 ... 17210 17180 PB
56 56 PB2606 20250919 ... 17145 17145 PB
57 57 PB2607 20250919 ... 17225 17185 PB
58 58 PB2608 20250919 ... 17245 17190 PB
59 59 PB2609 20250919 ... 17210 17220 PB
60 60 NI2510 20250919 ... 121320 121570 NI
61 61 NI2511 20250919 ... 121520 121700 NI
62 62 NI2512 20250919 ... 121810 121890 NI
63 63 NI2601 20250919 ... 121930 122100 NI
64 64 NI2602 20250919 ... 122110 122330 NI
65 65 NI2603 20250919 ... 122540 122460 NI
66 66 NI2604 20250919 ... 122710 122640 NI
67 67 NI2605 20250919 ... 122950 122910 NI
68 68 NI2606 20250919 ... 123120 123030 NI
69 69 NI2607 20250919 ... 123440 123210 NI
70 70 NI2608 20250919 ... 123490 123600 NI
71 71 NI2609 20250919 ... 123530 123850 NI
72 72 SN2510 20250919 ... 268470 270240 SN
73 73 SN2511 20250919 ... 268840 270460 SN
74 74 SN2512 20250919 ... 269060 270420 SN
75 75 SN2601 20250919 ... 269200 270430 SN
76 76 SN2602 20250919 ... 269420 270580 SN
77 77 SN2603 20250919 ... 269440 270650 SN
78 78 SN2604 20250919 ... 270080 271420 SN
79 79 SN2605 20250919 ... 269840 270780 SN
80 80 SN2606 20250919 ... 269920 271460 SN
81 81 SN2607 20250919 ... 270550 272240 SN
82 82 SN2608 20250919 ... 270360 272130 SN
83 83 SN2609 20250919 ... 271330 271810 SN
84 84 AO2510 20250919 ... 2915 2923 AO
85 85 AO2511 20250919 ... 2919 2927 AO
86 86 AO2512 20250919 ... 2927 2935 AO
87 87 AO2601 20250919 ... 2936 2948 AO
88 88 AO2602 20250919 ... 2947 2949 AO
89 89 AO2603 20250919 ... 3016 3019 AO
90 90 AO2604 20250919 ... 3023 3025 AO
91 91 AO2605 20250919 ... 3029 3032 AO
92 92 AO2606 20250919 ... 3032 3036 AO
93 93 AO2607 20250919 ... 3038 3043 AO
94 94 AO2608 20250919 ... 3048 3059 AO
95 95 AO2609 20250919 ... 3062 3081 AO
96 96 AD2511 20250919 ... 20320 20325 AD
97 97 AD2512 20250919 ... 20350 20355 AD
98 98 AD2601 20250919 ... 20380 20345 AD
99 99 AD2602 20250919 ... 20355 20365 AD
100 100 AD2603 20250919 ... 20415 20500 AD
101 101 AD2604 20250919 ... 20345 20485 AD
102 102 AD2605 20250919 ... 20355 20355 AD
103 103 AD2606 20250919 ... 20305 20305 AD
104 104 AD2607 20250919 ... 20510 20510 AD
105 105 AD2608 20250919 ... 20515 20515 AD
106 106 AD2609 20250919 ... 20515 20515 AD
107 107 AU2510 20250919 ... 826.86 831.8 AU
108 108 AU2511 20250919 ... 828.7 832.92 AU
109 109 AU2512 20250919 ... 829.78 833.96 AU
110 110 AU2602 20250919 ... 832.14 836.52 AU
111 111 AU2604 20250919 ... 834.24 838.64 AU
112 112 AU2606 20250919 ... 836.56 840.78 AU
113 113 AU2608 20250919 ... 839.52 843.44 AU
114 114 AU2610 20250919 ... 842.9 846.74 AU
115 115 AG2510 20250919 ... 9903 9882 AG
116 116 AG2511 20250919 ... 9928 9884 AG
117 117 AG2512 20250919 ... 9938 9908 AG
118 118 AG2601 20250919 ... 9951 9921 AG
119 119 AG2602 20250919 ... 9960 9934 AG
120 120 AG2603 20250919 ... 9983 9939 AG
121 121 AG2604 20250919 ... 9989 9961 AG
122 122 AG2605 20250919 ... 10006 9971 AG
123 123 AG2606 20250919 ... 10021 9976 AG
124 124 AG2607 20250919 ... 10032 10001 AG
125 125 AG2608 20250919 ... 10046 10003 AG
126 126 AG2609 20250919 ... 10059 10025 AG
127 127 RB2510 20250919 ... 3069 3057 RB
128 128 RB2511 20250919 ... 3083 3075 RB
129 129 RB2512 20250919 ... 3139 3131 RB
130 130 RB2601 20250919 ... 3158 3149 RB
131 131 RB2602 20250919 ... 3162 3155 RB
132 132 RB2603 20250919 ... 3184 3179 RB
133 133 RB2604 20250919 ... 3198 3217 RB
134 134 RB2605 20250919 ... 3218 3208 RB
135 135 RB2606 20250919 ... 3230 3227 RB
136 136 RB2607 20250919 ... 3241 3240 RB
137 137 RB2608 20250919 ... 3239 3238 RB
138 138 RB2609 20250919 ... 3253 3242 RB
139 139 WR2510 20250919 ... 3283 3279 WR
140 140 WR2511 20250919 ... 3302 3302 WR
141 141 WR2512 20250919 ... 3324 3324 WR
142 142 WR2601 20250919 ... 3349 3349 WR
143 143 WR2602 20250919 ... 3358 3358 WR
144 144 WR2603 20250919 ... 3399 3395 WR
145 145 WR2604 20250919 ... 3389 3389 WR
146 146 WR2605 20250919 ... 3414 3414 WR
147 147 WR2606 20250919 ... 3372 3372 WR
148 148 WR2607 20250919 ... 3390 3390 WR
149 149 WR2608 20250919 ... 3399 3399 WR
150 150 WR2609 20250919 ... 3466 3553 WR
151 151 HC2510 20250919 ... 3400 3403 HC
152 152 HC2511 20250919 ... 3382 3390 HC
153 153 HC2512 20250919 ... 3370 3383 HC
154 154 HC2601 20250919 ... 3362 3368 HC
155 155 HC2602 20250919 ... 3360 3374 HC
156 156 HC2603 20250919 ... 3365 3370 HC
157 157 HC2604 20250919 ... 3371 3373 HC
158 158 HC2605 20250919 ... 3372 3377 HC
159 159 HC2606 20250919 ... 3377 3395 HC
160 160 HC2607 20250919 ... 3384 3402 HC
161 161 HC2608 20250919 ... 3381 3385 HC
162 162 HC2609 20250919 ... 3401 3407 HC
163 163 SS2510 20250919 ... 12755 12790 SS
164 164 SS2511 20250919 ... 12870 12910 SS
165 165 SS2512 20250919 ... 12910 12950 SS
166 166 SS2601 20250919 ... 12970 13020 SS
167 167 SS2602 20250919 ... 13025 13095 SS
168 168 SS2603 20250919 ... 13105 13145 SS
169 169 SS2604 20250919 ... 13155 13205 SS
170 170 SS2605 20250919 ... 13225 13280 SS
171 171 SS2606 20250919 ... 13315 13315 SS
172 172 SS2607 20250919 ... 13350 13350 SS
173 173 SS2608 20250919 ... 13400 13415 SS
174 174 SS2609 20250919 ... 13475 13495 SS
175 175 SC2510 20250919 ... 492.1 495.5 SC
176 176 SC2511 20250919 ... 491.2 496.3 SC
177 177 SC2512 20250919 ... 489.8 493.5 SC
178 178 SC2601 20250919 ... 488.5 491.9 SC
179 179 SC2602 20250919 ... 486.6 490.4 SC
180 180 SC2603 20250919 ... 486 489.8 SC
181 181 SC2604 20250919 ... 486 488 SC
182 182 SC2605 20250919 ... 485.4 487.2 SC
183 183 SC2606 20250919 ... 485.8 487 SC
184 184 SC2607 20250919 ... 484.6 485.2 SC
185 185 SC2608 20250919 ... 483 483.9 SC
186 186 SC2609 20250919 ... 480.8 483.8 SC
187 187 SC2612 20250919 ... 477.1 482.5 SC
188 188 SC2703 20250919 ... 475.1 475.1 SC
189 189 SC2706 20250919 ... 469.2 476.8 SC
190 190 SC2709 20250919 ... 473.2 473.2 SC
191 191 SC2712 20250919 ... 472.9 474.1 SC
192 192 SC2803 20250919 ... 471 471.2 SC
193 193 SC2806 20250919 ... 467.5 472.5 SC
194 194 SC2809 20250919 ... 465.7 465.7 SC
195 195 LU2510 20250919 ... 3372 3418 LU
196 196 LU2511 20250919 ... 3405 3428 LU
197 197 LU2512 20250919 ... 3388 3410 LU
198 198 LU2601 20250919 ... 3382 3403 LU
199 199 LU2602 20250919 ... 3362 3389 LU
200 200 LU2603 20250919 ... 3362 3378 LU
201 201 LU2604 20250919 ... 3345 3365 LU
202 202 LU2605 20250919 ... 3346 3374 LU
203 203 LU2606 20250919 ... 3352 3360 LU
204 204 LU2607 20250919 ... 3350 3358 LU
205 205 LU2608 20250919 ... 3342 3346 LU
206 206 LU2609 20250919 ... 3329 3325 LU
207 207 FU2510 20250919 ... 2834 2811 FU
208 208 FU2511 20250919 ... 2850 2834 FU
209 209 FU2512 20250919 ... 2830 2821 FU
210 210 FU2601 20250919 ... 2818 2807 FU
211 211 FU2602 20250919 ... 2795 2788 FU
212 212 FU2603 20250919 ... 2788 2779 FU
213 213 FU2604 20250919 ... 2783 2773 FU
214 214 FU2605 20250919 ... 2772 2763 FU
215 215 FU2606 20250919 ... 2756 2749 FU
216 216 FU2607 20250919 ... 2737 2738 FU
217 217 FU2608 20250919 ... 2729 2727 FU
218 218 FU2609 20250919 ... 2711 2707 FU
219 219 BU2510 20250919 ... 3433 3443 BU
220 220 BU2511 20250919 ... 3425 3436 BU
221 221 BU2512 20250919 ... 3381 3393 BU
222 222 BU2601 20250919 ... 3361 3375 BU
223 223 BU2602 20250919 ... 3363 3377 BU
224 224 BU2603 20250919 ... 3364 3382 BU
225 225 BU2604 20250919 ... 3364 3367 BU
226 226 BU2605 20250919 ... 3347 3375 BU
227 227 BU2606 20250919 ... 3356 3371 BU
228 228 BU2607 20250919 ... 3348 3348 BU
229 229 BU2608 20250919 ... 3369 3369 BU
230 230 BU2609 20250919 ... 3349 3356 BU
231 231 BU2612 20250919 ... 3314 3314 BU
232 232 BU2703 20250919 ... 3312 3322 BU
233 233 BU2706 20250919 ... 3318 3331 BU
234 234 BU2709 20250919 ... 3342 3314 BU
235 235 BR2510 20250919 ... 11545 11510 BR
236 236 BR2511 20250919 ... 11470 11455 BR
237 237 BR2512 20250919 ... 11460 11450 BR
238 238 BR2601 20250919 ... 11470 11470 BR
239 239 BR2602 20250919 ... 11500 11460 BR
240 240 BR2603 20250919 ... 11475 11490 BR
241 241 BR2604 20250919 ... 11535 11560 BR
242 242 BR2605 20250919 ... 11525 11500 BR
243 243 BR2606 20250919 ... 11630 11635 BR
244 244 BR2607 20250919 ... 11715 11715 BR
245 245 BR2608 20250919 ... 11770 11780 BR
246 246 BR2609 20250919 ... 11645 11675 BR
247 247 RU2510 20250919 ... 14670 14740 RU
248 248 RU2511 20250919 ... 14645 14700 RU
249 249 RU2601 20250919 ... 15530 15630 RU
250 250 RU2603 20250919 ... 15525 15705 RU
251 251 RU2604 20250919 ... 15505 15650 RU
252 252 RU2605 20250919 ... 15515 15610 RU
253 253 RU2606 20250919 ... 15565 15670 RU
254 254 RU2607 20250919 ... 15585 15780 RU
255 255 RU2608 20250919 ... 15585 15660 RU
256 256 RU2609 20250919 ... 15570 15665 RU
257 257 NR2510 20250919 ... 12280 12305 NR
258 258 NR2511 20250919 ... 12290 12330 NR
259 259 NR2512 20250919 ... 12335 12355 NR
260 260 NR2601 20250919 ... 12370 12400 NR
261 261 NR2602 20250919 ... 12405 12455 NR
262 262 NR2603 20250919 ... 12375 12435 NR
263 263 NR2604 20250919 ... 12435 12405 NR
264 264 NR2605 20250919 ... 12470 12455 NR
265 265 NR2606 20250919 ... 12440 12440 NR
266 266 NR2607 20250919 ... 12650 12655 NR
267 267 NR2608 20250919 ... 12685 12685 NR
268 268 NR2609 20250919 ... 12510 12510 NR
269 269 SP2510 20250919 ... 4990 4986 SP
270 270 SP2511 20250919 ... 5020 5008 SP
271 271 SP2512 20250919 ... 5038 5026 SP
272 272 SP2601 20250919 ... 5320 5318 SP
273 273 SP2602 20250919 ... 5310 5316 SP
274 274 SP2603 20250919 ... 5324 5328 SP
275 275 SP2604 20250919 ... 5322 5318 SP
276 276 SP2605 20250919 ... 5338 5336 SP
277 277 SP2606 20250919 ... 5338 5342 SP
278 278 SP2607 20250919 ... 5346 5346 SP
279 279 SP2608 20250919 ... 5344 5338 SP
280 280 SP2609 20250919 ... 5354 5352 SP
281 281 OP2601 20250919 ... 4232 4232 OP
282 282 OP2602 20250919 ... 4232 4234 OP
283 283 OP2603 20250919 ... 4238 4228 OP
284 284 OP2604 20250919 ... 4260 4260 OP
285 285 OP2605 20250919 ... 4256 4256 OP
286 286 OP2606 20250919 ... 4242 4242 OP
287 287 OP2607 20250919 ... 4258 4262 OP
288 288 OP2608 20250919 ... 4244 4242 OP
289 289 OP2609 20250919 ... 4342 4256 OP
290 290 EC2510 20250919 ... 1072.3 1117.6 EC
291 291 EC2512 20250919 ... 1626.1 1663 EC
292 292 EC2602 20250919 ... 1552.7 1564.7 EC
293 293 EC2604 20250919 ... 1250.7 1271.7 EC
294 294 EC2606 20250919 ... 1438.3 1456.6 EC
295 295 EC2608 20250919 ... 1595 1615.3 EC
296 297 SC_TAS2511 20250919 ... SC_TAS
297 298 SC_TAS2512 20250919 ... SC_TAS
298 299 SC_TAS2601 20250919 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 16:25:40,544 - future_1d - INFO - ak.get_shfe_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 PS2510 20250919 53200.0 ... 53040.0 53200.0 PS
1 PS2511 20250919 53365.0 ... 52910.0 53160.0 PS
2 PS2512 20250919 56000.0 ... 55320.0 55775.0 PS
3 PS2601 20250919 55600.0 ... 55030.0 55590.0 PS
4 PS2602 20250919 55800.0 ... 55135.0 55695.0 PS
5 PS2603 20250919 55775.0 ... 55205.0 55635.0 PS
6 PS2604 20250919 55840.0 ... 54950.0 55870.0 PS
7 PS2605 20250919 55750.0 ... 54930.0 55705.0 PS
8 PS2606 20250919 57620.0 ... 56920.0 58010.0 PS
9 PS2607 20250919 58010.0 ... 56815.0 57890.0 PS
10 PS2608 20250919 58160.0 ... 57180.0 57885.0 PS
11 PS2609 20250919 58200.0 ... 56995.0 57975.0 PS
13 SI2510 20250919 8900.0 ... 8975.0 8940.0 SI
14 SI2511 20250919 8885.0 ... 9025.0 8980.0 SI
15 SI2512 20250919 9300.0 ... 9420.0 9355.0 SI
16 SI2601 20250919 9260.0 ... 9405.0 9355.0 SI
17 SI2602 20250919 9255.0 ... 9425.0 9350.0 SI
18 SI2603 20250919 9365.0 ... 9500.0 9360.0 SI
19 SI2604 20250919 9360.0 ... 9550.0 9385.0 SI
20 SI2605 20250919 9365.0 ... 9405.0 9390.0 SI
21 SI2606 20250919 9375.0 ... 9470.0 9425.0 SI
22 SI2607 20250919 9365.0 ... 9480.0 9385.0 SI
23 SI2608 20250919 9425.0 ... 9475.0 9410.0 SI
24 SI2609 20250919 9345.0 ... 9440.0 9390.0 SI
27 LC2510 20250919 72500.0 ... 73320.0 72620.0 LC
28 LC2511 20250919 72500.0 ... 73460.0 72780.0 LC
29 LC2512 20250919 73000.0 ... 73600.0 72840.0 LC
30 LC2601 20250919 73080.0 ... 73620.0 72840.0 LC
31 LC2602 20250919 72660.0 ... 73280.0 72580.0 LC
32 LC2603 20250919 72520.0 ... 73480.0 72780.0 LC
33 LC2604 20250919 73500.0 ... 74060.0 73520.0 LC
34 LC2605 20250919 73620.0 ... 74040.0 73420.0 LC
35 LC2606 20250919 73280.0 ... 73840.0 73260.0 LC
36 LC2607 20250919 72960.0 ... 73700.0 73160.0 LC
37 LC2608 20250919 73120.0 ... 73740.0 73060.0 LC
38 LC2609 20250919 73320.0 ... 73820.0 72980.0 LC
[36 rows x 12 columns]
2025-09-25 16:25:40,777 - future_1d - INFO - ak.get_gfex_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250919 8412.0 8454.0 ... 20806.00 8437.0 8427.0 AP
1 AP511 20250919 8281.0 8281.0 ... 3663.69 8233.0 8227.0 AP
2 AP512 20250919 8223.0 8248.0 ... 559.32 8225.0 8215.0 AP
3 AP601 20250919 8285.0 8326.0 ... 362333.54 8290.0 8286.0 AP
4 AP603 20250919 8231.0 8231.0 ... 270.04 8183.0 8185.0 AP
5 AP604 20250919 8200.0 8202.0 ... 40.97 8194.0 8176.0 AP
6 AP605 20250919 8260.0 8278.0 ... 3218.40 8252.0 8237.0 AP
7 CF511 20250919 13650.0 13665.0 ... 325013.22 13625.0 13710.0 CF
8 CF601 20250919 13775.0 13785.0 ... 1682261.08 13745.0 13835.0 CF
9 CF603 20250919 13720.0 13745.0 ... 3898.54 13705.0 13800.0 CF
10 CF605 20250919 13735.0 13760.0 ... 226699.17 13715.0 13795.0 CF
11 CF607 20250919 13755.0 13780.0 ... 1112.91 13740.0 13820.0 CF
12 CF609 20250919 13905.0 13910.0 ... 257.13 13900.0 14000.0 CF
13 CJ512 20250919 10575.0 10705.0 ... 1842.54 10650.0 10670.0 CJ
14 CJ601 20250919 10620.0 10750.0 ... 480287.27 10680.0 10720.0 CJ
15 CJ603 20250919 10635.0 10730.0 ... 12481.12 10655.0 10735.0 CJ
16 CJ605 20250919 10715.0 10810.0 ... 98468.07 10725.0 10810.0 CJ
17 CJ607 20250919 10775.0 10915.0 ... 1497.50 10850.0 10935.0 CJ
18 CJ609 20250919 10940.0 11020.0 ... 377.77 10950.0 11050.0 CJ
19 CY510 20250919 0.0 0.0 ... 0.00 19600.0 19705.0 CY
20 CY511 20250919 19760.0 19825.0 ... 114478.44 19775.0 19880.0 CY
21 CY512 20250919 0.0 0.0 ... 0.00 19690.0 19710.0 CY
22 CY601 20250919 19785.0 19835.0 ... 1158.31 19800.0 19875.0 CY
23 CY602 20250919 0.0 0.0 ... 0.00 19810.0 19810.0 CY
24 CY603 20250919 0.0 0.0 ... 0.00 20160.0 20170.0 CY
25 CY604 20250919 0.0 0.0 ... 0.00 19945.0 19995.0 CY
26 CY605 20250919 0.0 0.0 ... 0.00 19990.0 20025.0 CY
27 CY606 20250919 0.0 0.0 ... 0.00 19975.0 19990.0 CY
28 CY607 20250919 0.0 0.0 ... 0.00 20290.0 20290.0 CY
29 CY608 20250919 0.0 0.0 ... 0.00 19935.0 20100.0 CY
30 CY609 20250919 20240.0 20240.0 ... 10.12 20240.0 20305.0 CY
31 FG510 20250919 1091.0 1103.0 ... 6782.74 1093.0 1096.0 FG
32 FG511 20250919 1093.0 1104.0 ... 141220.65 1095.0 1095.0 FG
33 FG512 20250919 1209.0 1224.0 ... 81857.42 1214.0 1215.0 FG
34 FG601 20250919 1207.0 1223.0 ... 3086629.46 1212.0 1219.0 FG
35 FG602 20250919 1259.0 1279.0 ... 31046.93 1268.0 1271.0 FG
36 FG603 20250919 1265.0 1283.0 ... 2208.02 1268.0 1277.0 FG
37 FG604 20250919 1325.0 1343.0 ... 1201.41 1329.0 1332.0 FG
38 FG605 20250919 1326.0 1348.0 ... 122561.49 1337.0 1333.0 FG
39 FG606 20250919 1358.0 1374.0 ... 816.07 1365.0 1363.0 FG
40 FG607 20250919 1357.0 1374.0 ... 2477.42 1363.0 1358.0 FG
41 FG608 20250919 1381.0 1403.0 ... 884.55 1395.0 1388.0 FG
42 FG609 20250919 1387.0 1407.0 ... 4628.07 1397.0 1390.0 FG
43 JR511 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250919 2255.0 2283.0 ... 4617.11 2264.0 2266.0 MA
52 MA511 20250919 2287.0 2309.0 ... 169238.69 2289.0 2291.0 MA
53 MA512 20250919 2325.0 2349.0 ... 79505.69 2333.0 2334.0 MA
54 MA601 20250919 2350.0 2374.0 ... 1782594.23 2356.0 2356.0 MA
55 MA602 20250919 2371.0 2394.0 ... 109582.45 2373.0 2377.0 MA
56 MA603 20250919 2392.0 2412.0 ... 1033.63 2398.0 2392.0 MA
57 MA604 20250919 2391.0 2400.0 ... 59.83 2393.0 2406.0 MA
58 MA605 20250919 2389.0 2390.0 ... 187848.71 2382.0 2389.0 MA
59 MA606 20250919 2382.0 2394.0 ... 9.54 2385.0 2396.0 MA
60 MA607 20250919 2372.0 2378.0 ... 28.48 2373.0 2379.0 MA
61 MA608 20250919 2361.0 2375.0 ... 11.84 2368.0 2386.0 MA
62 MA609 20250919 2360.0 2360.0 ... 1503.31 2353.0 2367.0 MA
63 OI511 20250919 10152.0 10282.0 ... 526388.35 10221.0 10129.0 OI
64 OI601 20250919 9986.0 10114.0 ... 3135766.68 10046.0 9966.0 OI
65 OI603 20250919 9737.0 9844.0 ... 4062.15 9788.0 9741.0 OI
66 OI605 20250919 9501.0 9605.0 ... 110457.56 9558.0 9501.0 OI
67 OI607 20250919 9477.0 9553.0 ... 969.53 9505.0 9469.0 OI
68 OI609 20250919 9448.0 9522.0 ... 455.12 9482.0 9446.0 OI
69 PF510 20250919 6362.0 6366.0 ... 10629.20 6322.0 6404.0 PF
70 PF511 20250919 6352.0 6362.0 ... 681025.57 6320.0 6406.0 PF
71 PF512 20250919 6330.0 6342.0 ... 380648.52 6304.0 6378.0 PF
72 PF601 20250919 6382.0 6386.0 ... 38485.20 6340.0 6420.0 PF
73 PF602 20250919 6386.0 6392.0 ... 104942.44 6358.0 6414.0 PF
74 PF603 20250919 6382.0 6398.0 ... 352.15 6346.0 6456.0 PF
75 PF604 20250919 6444.0 6444.0 ... 291.47 6406.0 6492.0 PF
76 PF605 20250919 6460.0 6460.0 ... 246.97 6416.0 6506.0 PF
77 PF606 20250919 6482.0 6482.0 ... 19.25 6418.0 6516.0 PF
78 PF607 20250919 6414.0 6500.0 ... 16.10 6442.0 6542.0 PF
79 PF608 20250919 0.0 0.0 ... 0.00 6450.0 6566.0 PF
80 PF609 20250919 6480.0 6480.0 ... 6.48 6480.0 6554.0 PF
81 PK510 20250919 7846.0 7918.0 ... 13587.30 7868.0 7842.0 PK
82 PK511 20250919 7866.0 7922.0 ... 677885.13 7876.0 7844.0 PK
83 PK512 20250919 7870.0 7916.0 ... 287234.98 7872.0 7846.0 PK
84 PK601 20250919 7846.0 7906.0 ... 62644.57 7872.0 7834.0 PK
85 PK603 20250919 7866.0 7902.0 ... 622.63 7882.0 7854.0 PK
86 PK604 20250919 7874.0 7900.0 ... 86.72 7884.0 7864.0 PK
87 PK605 20250919 7880.0 7908.0 ... 5897.91 7890.0 7872.0 PK
88 PL601 20250919 6424.0 6462.0 ... 49289.43 6411.0 6443.0 PL
89 PL602 20250919 6458.0 6479.0 ... 2194.38 6454.0 6471.0 PL
90 PL603 20250919 6451.0 6451.0 ... 64.45 6445.0 6502.0 PL
91 PL604 20250919 0.0 0.0 ... 0.00 6463.0 6477.0 PL
92 PL605 20250919 0.0 0.0 ... 0.00 6385.0 6419.0 PL
93 PL606 20250919 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250919 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250919 5830.0 5840.0 ... 3783.29 5812.0 5866.0 PR
104 PR511 20250919 5828.0 5830.0 ... 501945.95 5794.0 5878.0 PR
105 PR512 20250919 5834.0 5836.0 ... 386281.19 5806.0 5884.0 PR
106 PR601 20250919 5836.0 5836.0 ... 126679.54 5802.0 5866.0 PR
107 PR602 20250919 5872.0 5876.0 ... 2863.07 5838.0 5892.0 PR
108 PR603 20250919 5846.0 5846.0 ... 52.50 5834.0 5906.0 PR
109 PR604 20250919 5848.0 5848.0 ... 61.23 5832.0 5924.0 PR
110 PR605 20250919 5836.0 5860.0 ... 61.31 5840.0 5960.0 PR
111 PR606 20250919 0.0 0.0 ... 0.00 5904.0 5936.0 PR
112 PR607 20250919 0.0 0.0 ... 0.00 5912.0 5952.0 PR
113 PR608 20250919 0.0 0.0 ... 0.00 5914.0 5958.0 PR
114 PR609 20250919 0.0 0.0 ... 0.00 5910.0 5932.0 PR
115 PX510 20250919 6754.0 6764.0 ... 1384.74 6690.0 6754.0 PX
116 PX511 20250919 6698.0 6718.0 ... 904148.53 6640.0 6764.0 PX
117 PX512 20250919 6690.0 6708.0 ... 338676.96 6644.0 6748.0 PX
118 PX601 20250919 6680.0 6694.0 ... 180923.08 6634.0 6728.0 PX
119 PX602 20250919 6666.0 6694.0 ... 29964.67 6644.0 6720.0 PX
120 PX603 20250919 6624.0 6624.0 ... 9.92 6614.0 6718.0 PX
121 PX604 20250919 6586.0 6586.0 ... 3.29 6586.0 6718.0 PX
122 PX605 20250919 6686.0 6690.0 ... 5504.77 6628.0 6710.0 PX
123 PX606 20250919 6606.0 6606.0 ... 3.30 6606.0 6686.0 PX
124 PX607 20250919 6596.0 6622.0 ... 9.92 6614.0 6734.0 PX
125 PX608 20250919 6622.0 6622.0 ... 3.31 6622.0 6694.0 PX
126 PX609 20250919 6652.0 6658.0 ... 16.63 6652.0 6724.0 PX
127 RI511 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250919 2508.0 2553.0 ... 26192.61 2527.0 2500.0 RM
134 RM601 20250919 2475.0 2530.0 ... 940248.65 2498.0 2469.0 RM
135 RM603 20250919 2378.0 2417.0 ... 12803.73 2402.0 2378.0 RM
136 RM605 20250919 2361.0 2389.0 ... 139688.21 2374.0 2362.0 RM
137 RM607 20250919 2349.0 2377.0 ... 6926.42 2362.0 2353.0 RM
138 RM608 20250919 2450.0 2470.0 ... 1160.23 2458.0 2457.0 RM
139 RM609 20250919 2436.0 2455.0 ... 3011.98 2447.0 2440.0 RM
140 RS511 20250919 5312.0 5372.0 ... 79.93 5329.0 5276.0 RS
141 RS607 20250919 5567.0 5628.0 ... 194.88 5568.0 5558.0 RS
142 RS608 20250919 5537.0 5638.0 ... 167.11 5570.0 5558.0 RS
143 RS609 20250919 5601.0 5601.0 ... 44.70 5588.0 5555.0 RS
144 SA510 20250919 1221.0 1232.0 ... 8151.28 1223.0 1227.0 SA
145 SA511 20250919 1227.0 1242.0 ... 431111.27 1233.0 1239.0 SA
146 SA512 20250919 1295.0 1309.0 ... 148028.64 1301.0 1303.0 SA
147 SA601 20250919 1305.0 1321.0 ... 2419891.75 1312.0 1317.0 SA
148 SA602 20250919 1338.0 1353.0 ... 291521.27 1344.0 1351.0 SA
149 SA603 20250919 1345.0 1359.0 ... 1823.16 1350.0 1352.0 SA
150 SA604 20250919 1394.0 1404.0 ... 438.40 1396.0 1397.0 SA
151 SA605 20250919 1397.0 1412.0 ... 84988.85 1403.0 1405.0 SA
152 SA606 20250919 1409.0 1424.0 ... 690.31 1415.0 1414.0 SA
153 SA607 20250919 1410.0 1425.0 ... 940.87 1417.0 1415.0 SA
154 SA608 20250919 1437.0 1449.0 ... 653.96 1440.0 1438.0 SA
155 SA609 20250919 1442.0 1456.0 ... 2965.37 1449.0 1446.0 SA
156 SF510 20250919 5598.0 5628.0 ... 17784.47 5594.0 5602.0 SF
157 SF511 20250919 5768.0 5810.0 ... 661962.22 5764.0 5780.0 SF
158 SF512 20250919 5746.0 5790.0 ... 229398.42 5746.0 5752.0 SF
159 SF601 20250919 5752.0 5792.0 ... 172968.35 5752.0 5760.0 SF
160 SF602 20250919 5714.0 5748.0 ... 31571.90 5710.0 5714.0 SF
161 SF603 20250919 5876.0 5876.0 ... 161.44 5870.0 5868.0 SF
162 SF604 20250919 5888.0 5888.0 ... 8.81 5876.0 5892.0 SF
163 SF605 20250919 5858.0 5894.0 ... 2341.56 5854.0 5860.0 SF
164 SF606 20250919 5854.0 5854.0 ... 29.10 5820.0 5834.0 SF
165 SF607 20250919 5986.0 5986.0 ... 71.64 5970.0 5966.0 SF
166 SF608 20250919 5938.0 5968.0 ... 17.86 5952.0 5954.0 SF
167 SF609 20250919 5958.0 5974.0 ... 41.68 5954.0 5954.0 SF
168 SH510 20250919 2512.0 2547.0 ... 26339.48 2523.0 2503.0 SH
169 SH511 20250919 2532.0 2596.0 ... 697787.08 2562.0 2538.0 SH
170 SH512 20250919 2585.0 2655.0 ... 318771.88 2618.0 2596.0 SH
171 SH601 20250919 2583.0 2657.0 ... 3758394.12 2623.0 2600.0 SH
172 SH602 20250919 2591.0 2676.0 ... 133977.83 2636.0 2623.0 SH
173 SH603 20250919 2621.0 2687.0 ... 2166.08 2655.0 2637.0 SH
174 SH604 20250919 2665.0 2727.0 ... 194.74 2705.0 2686.0 SH
175 SH605 20250919 2673.0 2737.0 ... 27644.74 2706.0 2689.0 SH
176 SH606 20250919 2723.0 2745.0 ... 171.79 2727.0 2705.0 SH
177 SH607 20250919 2723.0 2730.0 ... 57.30 2729.0 2687.0 SH
178 SH608 20250919 2720.0 2740.0 ... 81.89 2730.0 2686.0 SH
179 SH609 20250919 2704.0 2746.0 ... 212.73 2727.0 2710.0 SH
180 SM510 20250919 5920.0 5920.0 ... 7796.89 5880.0 5870.0 SM
181 SM511 20250919 5958.0 5988.0 ... 340828.24 5950.0 5946.0 SM
182 SM512 20250919 5958.0 5994.0 ... 68239.48 5966.0 5954.0 SM
183 SM601 20250919 5970.0 6012.0 ... 498718.17 5980.0 5976.0 SM
184 SM602 20250919 5976.0 6014.0 ... 247699.21 5978.0 5974.0 SM
185 SM603 20250919 5984.0 6026.0 ... 125.89 5996.0 5994.0 SM
186 SM604 20250919 5978.0 5978.0 ... 5.98 5978.0 5990.0 SM
187 SM605 20250919 6020.0 6050.0 ... 6701.37 6014.0 6010.0 SM
188 SM606 20250919 6004.0 6016.0 ... 9.01 6010.0 6020.0 SM
189 SM607 20250919 6024.0 6038.0 ... 18.09 6030.0 6042.0 SM
190 SM608 20250919 0.0 0.0 ... 0.00 6048.0 6048.0 SM
191 SM609 20250919 5996.0 6062.0 ... 592.73 6048.0 6038.0 SM
192 SR511 20250919 5494.0 5498.0 ... 129999.26 5483.0 5508.0 SR
193 SR601 20250919 5467.0 5475.0 ... 1231092.02 5460.0 5496.0 SR
194 SR603 20250919 5478.0 5627.0 ... 2518.62 5452.0 5484.0 SR
195 SR605 20250919 5454.0 5458.0 ... 123714.30 5443.0 5472.0 SR
196 SR607 20250919 5468.0 5468.0 ... 7015.44 5451.0 5481.0 SR
197 SR609 20250919 5482.0 5482.0 ... 3208.20 5465.0 5490.0 SR
198 TA510 20250919 4644.0 4652.0 ... 19846.93 4602.0 4674.0 TA
199 TA511 20250919 4660.0 4666.0 ... 337397.94 4620.0 4690.0 TA
200 TA512 20250919 4662.0 4678.0 ... 172696.00 4630.0 4706.0 TA
201 TA601 20250919 4674.0 4688.0 ... 1981431.35 4638.0 4708.0 TA
202 TA602 20250919 4684.0 4698.0 ... 29048.53 4648.0 4712.0 TA
203 TA603 20250919 4704.0 4704.0 ... 79.22 4660.0 4738.0 TA
204 TA604 20250919 0.0 0.0 ... 0.00 4644.0 4744.0 TA
205 TA605 20250919 4710.0 4726.0 ... 66900.31 4672.0 4740.0 TA
206 TA606 20250919 4722.0 4722.0 ... 7.05 4702.0 4730.0 TA
207 TA607 20250919 4708.0 4716.0 ... 7.06 4708.0 4760.0 TA
208 TA608 20250919 0.0 0.0 ... 0.00 4688.0 4746.0 TA
209 TA609 20250919 4752.0 4752.0 ... 159.95 4704.0 4760.0 TA
210 UR510 20250919 1580.0 1581.0 ... 2914.24 1574.0 1577.0 UR
211 UR511 20250919 1662.0 1662.0 ... 52488.70 1647.0 1653.0 UR
212 UR512 20250919 1663.0 1669.0 ... 16142.54 1657.0 1664.0 UR
213 UR601 20250919 1672.0 1676.0 ... 375626.62 1666.0 1671.0 UR
214 UR602 20250919 1679.0 1681.0 ... 672.08 1672.0 1677.0 UR
215 UR603 20250919 1724.0 1727.0 ... 106.45 1717.0 1722.0 UR
216 UR604 20250919 1727.0 1728.0 ... 17.24 1724.0 1725.0 UR
217 UR605 20250919 1725.0 1732.0 ... 25363.67 1724.0 1726.0 UR
218 UR606 20250919 1727.0 1730.0 ... 124.13 1724.0 1724.0 UR
219 UR607 20250919 1760.0 1763.0 ... 84.36 1758.0 1757.0 UR
220 UR608 20250919 1753.0 1753.0 ... 3.51 1753.0 1749.0 UR
221 UR609 20250919 1745.0 1752.0 ... 185.18 1747.0 1746.0 UR
222 WH511 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 16:25:41,125 - future_1d - INFO - ak.get_czce_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 IC2509 20250919 7177.200 ... 7182.620 7164.600 IC
1 IC2510 20250919 7120.000 ... 7117.800 7090.800 IC
2 IC2512 20250919 6995.600 ... 6999.000 6960.200 IC
3 IC2603 20250919 6833.000 ... 6831.000 6793.600 IC
4 IF2509 20250919 4493.000 ... 4509.780 4483.400 IF
5 IF2510 20250919 4478.000 ... 4495.000 4470.200 IF
6 IF2512 20250919 4455.000 ... 4470.400 4440.000 IF
7 IF2603 20250919 4425.000 ... 4446.600 4416.400 IF
8 IH2509 20250919 2911.600 ... 2918.050 2907.800 IH
9 IH2510 20250919 2912.400 ... 2917.400 2904.200 IH
10 IH2512 20250919 2917.400 ... 2917.400 2903.400 IH
11 IH2603 20250919 2916.000 ... 2919.600 2906.000 IH
12 IM2509 20250919 7461.400 ... 7448.680 7449.200 IM
13 IM2510 20250919 7380.000 ... 7361.000 7366.800 IM
14 IM2512 20250919 7224.000 ... 7202.200 7206.200 IM
15 IM2603 20250919 7003.400 ... 6994.000 7001.800 IM
16 T2512 20250919 108.080 ... 107.755 108.065 T
17 T2603 20250919 107.715 ... 107.420 107.735 T
18 T2606 20250919 107.590 ... 107.285 107.565 T
19 TF2512 20250919 105.820 ... 105.630 105.815 TF
20 TF2603 20250919 105.695 ... 105.510 105.685 TF
21 TF2606 20250919 105.570 ... 105.420 105.590 TF
22 TL2512 20250919 115.640 ... 114.880 115.680 TL
23 TL2603 20250919 115.320 ... 114.570 115.360 TL
24 TL2606 20250919 115.330 ... 114.540 115.310 TL
25 TS2512 20250919 102.420 ... 102.358 102.414 TS
26 TS2603 20250919 102.330 ... 102.292 102.340 TS
27 TS2606 20250919 102.288 ... 102.274 102.302 TS
[28 rows x 12 columns]
2025-09-25 16:25:41,467 - future_1d - INFO - ak.get_cffex_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250919 492.4 497 ... 79529.8 492.1 495.5 SC
1 SC2511 20250919 496 496.8 ... 5350084.38 491.2 496.3 SC
2 SC2512 20250919 492.5 495.2 ... 691817.35 489.8 493.5 SC
3 SC2601 20250919 491.4 494 ... 197806.98 488.5 491.9 SC
4 SC2602 20250919 490.2 492 ... 26665.74 486.6 490.4 SC
5 SC2603 20250919 489.5 491.1 ... 17934.02 486 489.8 SC
6 SC2604 20250919 489.4 490.2 ... 12977.04 486 488 SC
7 SC2605 20250919 487.4 488.9 ... 3203.87 485.4 487.2 SC
8 SC2606 20250919 486.1 488.8 ... 10883.51 485.8 487 SC
9 SC2607 20250919 486.3 486.3 ... 484.66 484.6 485.2 SC
10 SC2608 20250919 483.8 483.8 ... 96.6 483 483.9 SC
11 SC2609 20250919 480.2 482.1 ... 144.25 480.8 483.8 SC
12 SC2612 20250919 477.9 477.9 ... 95.42 477.1 482.5 SC
13 SC2703 20250919 ... 0 475.1 475.1 SC
14 SC2706 20250919 469.2 469.2 ... 93.84 469.2 476.8 SC
15 SC2709 20250919 ... 0 473.2 473.2 SC
16 SC2712 20250919 475.8 475.8 ... 331.07 472.9 474.1 SC
17 SC2803 20250919 ... 0 471 471.2 SC
18 SC2806 20250919 466.3 470.4 ... 280.52 467.5 472.5 SC
19 SC2809 20250919 ... 0 465.7 465.7 SC
21 LU2510 20250919 3386 3403 ... 1433.485 3372 3418 LU
22 LU2511 20250919 3423 3435 ... 264241.092 3405 3428 LU
23 LU2512 20250919 3406 3423 ... 124304.829 3388 3410 LU
24 LU2601 20250919 3402 3415 ... 30635.477 3382 3403 LU
25 LU2602 20250919 3384 3400 ... 1701.261 3362 3389 LU
26 LU2603 20250919 3412 3412 ... 43.712 3362 3378 LU
27 LU2604 20250919 3345 3345 ... 3.345 3345 3365 LU
28 LU2605 20250919 3352 3352 ... 10.038 3346 3374 LU
29 LU2606 20250919 3375 3375 ... 13.411 3352 3360 LU
30 LU2607 20250919 3371 3371 ... 10.051 3350 3358 LU
31 LU2608 20250919 3356 3356 ... 23.4 3342 3346 LU
32 LU2609 20250919 3335 3351 ... 43.282 3329 3325 LU
34 NR2510 20250919 12305 12350 ... 45954.425 12280 12305 NR
35 NR2511 20250919 12350 12365 ... 1022204.27 12290 12330 NR
36 NR2512 20250919 12380 12410 ... 203639.26 12335 12355 NR
37 NR2601 20250919 12425 12445 ... 177399.435 12370 12400 NR
38 NR2602 20250919 12440 12440 ... 2394.74 12405 12455 NR
39 NR2603 20250919 12405 12405 ... 136.14 12375 12435 NR
40 NR2604 20250919 12500 12500 ... 410.47 12435 12405 NR
41 NR2605 20250919 12480 12480 ... 24.945 12470 12455 NR
42 NR2606 20250919 ... 0 12440 12440 NR
43 NR2607 20250919 ... 0 12650 12655 NR
44 NR2608 20250919 ... 0 12685 12685 NR
45 NR2609 20250919 ... 0 12510 12510 NR
47 BC2510 20250919 70680 71010 ... 115551.94 70760 70760 BC
48 BC2511 20250919 70700 71080 ... 29847.295 70890 70820 BC
49 BC2512 20250919 ... 0 71670 71670 BC
50 BC2601 20250919 ... 0 71000 71000 BC
51 BC2602 20250919 ... 0 71100 71100 BC
52 BC2603 20250919 ... 0 71200 71200 BC
53 BC2604 20250919 ... 0 71300 71300 BC
54 BC2605 20250919 ... 0 71300 71300 BC
55 BC2606 20250919 ... 0 71400 71400 BC
56 BC2607 20250919 ... 0 71400 71400 BC
57 BC2608 20250919 ... 0 71400 71400 BC
58 BC2609 20250919 ... 0 71550 71550 BC
60 EC2510 20250919 1105 1106 ... 177534.134 1072.3 1117.6 EC
61 EC2512 20250919 1666.1 1666.1 ... 94181.2335 1626.1 1663 EC
62 EC2602 20250919 1564.5 1565 ... 17841.469 1552.7 1564.7 EC
63 EC2604 20250919 1260.5 1262.7 ... 8086.0645 1250.7 1271.7 EC
64 EC2606 20250919 1437.7 1451.6 ... 949.307 1438.3 1456.6 EC
65 EC2608 20250919 1601.2 1606.5 ... 925.154 1595 1615.3 EC
68 SC_TAS2511 20250919 ... SC_TAS
69 SC_TAS2512 20250919 ... SC_TAS
70 SC_TAS2601 20250919 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 16:25:41,563 - future_1d - INFO - ak.get_ine_daily('2025-09-19') done
2025-09-25 16:25:43,331 - future_1d - INFO - save future_daily 2025-09-19 completed
symbol date open ... settle pre_settle variety
0 a2511 20250922 3908.00 ... 3911.00 3906.00 A
1 a2601 20250922 3902.00 ... 3908.00 3903.00 A
2 a2603 20250922 3903.00 ... 3912.00 3909.00 A
3 a2605 20250922 3947.00 ... 3949.00 3948.00 A
4 a2607 20250922 3953.00 ... 3954.00 3952.00 A
5 a2609 20250922 3960.00 ... 3961.00 3961.00 A
6 b2510 20250922 3678.00 ... 3686.00 3687.00 B
7 b2511 20250922 3694.00 ... 3716.00 3685.00 B
8 b2512 20250922 3726.00 ... 3746.00 3719.00 B
9 b2601 20250922 3723.00 ... 3733.00 3715.00 B
10 b2602 20250922 3723.00 ... 3727.00 3706.00 B
11 b2603 20250922 3671.00 ... 3683.00 3658.00 B
12 b2604 20250922 3569.00 ... 3573.00 3558.00 B
13 b2605 20250922 3497.00 ... 3496.00 3489.00 B
14 b2606 20250922 3475.00 ... 3475.00 3465.00 B
15 b2607 20250922 3471.00 ... 3475.00 3464.00 B
16 b2608 20250922 3563.00 ... 3566.00 3521.00 B
17 b2609 20250922 3582.00 ... 3583.00 3578.00 B
18 bb2511 20250922 142.05 ... 142.05 142.00 BB
19 bb2601 20250922 146.05 ... 146.50 146.65 BB
20 bb2603 20250922 147.05 ... 146.80 146.85 BB
21 bb2605 20250922 0.00 ... 141.45 141.45 BB
22 bb2607 20250922 0.00 ... 146.20 146.20 BB
23 bb2609 20250922 0.00 ... 146.20 146.20 BB
24 bz2603 20250922 5977.00 ... 5922.00 5979.00 BZ
25 bz2604 20250922 5949.00 ... 5904.00 5947.00 BZ
26 bz2605 20250922 5953.00 ... 5927.00 5975.00 BZ
27 bz2606 20250922 5936.00 ... 5936.00 5954.00 BZ
28 bz2607 20250922 5935.00 ... 5935.00 5980.00 BZ
29 bz2608 20250922 0.00 ... 5884.00 5949.00 BZ
30 c2511 20250922 2169.00 ... 2163.00 2171.00 C
31 c2601 20250922 2158.00 ... 2148.00 2161.00 C
32 c2603 20250922 2166.00 ... 2159.00 2171.00 C
33 c2605 20250922 2225.00 ... 2218.00 2228.00 C
34 c2607 20250922 2237.00 ... 2231.00 2239.00 C
35 c2609 20250922 2251.00 ... 2247.00 2234.00 C
36 cs2511 20250922 2463.00 ... 2453.00 2468.00 CS
37 cs2601 20250922 2480.00 ... 2467.00 2483.00 CS
38 cs2603 20250922 2483.00 ... 2473.00 2489.00 CS
39 cs2605 20250922 2562.00 ... 2554.00 2570.00 CS
40 cs2607 20250922 2574.00 ... 2562.00 2573.00 CS
41 cs2609 20250922 2597.00 ... 2591.00 2597.00 CS
42 eb2509 20250922 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250922 7000.00 ... 6947.00 7021.00 EB
44 eb2511 20250922 6992.00 ... 6952.00 7024.00 EB
45 eb2512 20250922 7013.00 ... 6970.00 7033.00 EB
46 eb2601 20250922 7050.00 ... 7012.00 7070.00 EB
47 eb2602 20250922 7095.00 ... 7058.00 7104.00 EB
48 eb2603 20250922 7127.00 ... 7095.00 7131.00 EB
49 eb2604 20250922 7149.00 ... 7110.00 7171.00 EB
50 eb2605 20250922 7174.00 ... 7145.00 7185.00 EB
51 eb2606 20250922 7182.00 ... 7173.00 7260.00 EB
52 eb2607 20250922 7137.00 ... 7137.00 7276.00 EB
53 eb2608 20250922 0.00 ... 7243.00 7246.00 EB
54 eg2509 20250922 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250922 4298.00 ... 4279.00 4282.00 EG
56 eg2511 20250922 4234.00 ... 4234.00 4247.00 EG
57 eg2512 20250922 4236.00 ... 4246.00 4240.00 EG
58 eg2601 20250922 4260.00 ... 4249.00 4259.00 EG
59 eg2602 20250922 4241.00 ... 4241.00 4265.00 EG
60 eg2603 20250922 4265.00 ... 4271.00 4266.00 EG
61 eg2604 20250922 4296.00 ... 4294.00 4314.00 EG
62 eg2605 20250922 4326.00 ... 4305.00 4314.00 EG
63 eg2606 20250922 4315.00 ... 4311.00 4311.00 EG
64 eg2607 20250922 4316.00 ... 4321.00 4321.00 EG
65 eg2608 20250922 0.00 ... 4378.00 4399.00 EG
66 fb2510 20250922 1258.50 ... 1259.00 1259.50 FB
67 fb2511 20250922 1255.50 ... 1254.00 1254.00 FB
68 fb2512 20250922 1253.50 ... 1254.50 1255.00 FB
69 fb2601 20250922 1254.50 ... 1255.50 1253.50 FB
70 fb2602 20250922 1256.00 ... 1255.50 1254.00 FB
71 fb2603 20250922 1249.00 ... 1247.50 1247.00 FB
72 fb2604 20250922 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250922 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250922 0.00 ... 1294.50 1298.00 FB
75 fb2607 20250922 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250922 1308.50 ... 1308.00 1270.00 FB
77 fb2609 20250922 0.00 ... 1296.00 1296.00 FB
78 i2510 20250922 827.00 ... 828.50 823.50 I
79 i2511 20250922 822.00 ... 824.50 819.00 I
80 i2512 20250922 817.00 ... 819.00 813.00 I
81 i2601 20250922 811.00 ... 812.50 805.50 I
82 i2602 20250922 806.00 ... 808.00 801.00 I
83 i2603 20250922 800.50 ... 802.00 795.50 I
84 i2604 20250922 796.00 ... 796.50 790.50 I
85 i2605 20250922 787.00 ... 790.00 784.00 I
86 i2606 20250922 783.00 ... 784.00 778.50 I
87 i2607 20250922 777.50 ... 779.50 773.50 I
88 i2608 20250922 772.50 ... 774.50 768.50 I
89 i2609 20250922 766.00 ... 768.50 762.50 I
90 j2510 20250922 1622.50 ... 1621.50 1624.00 J
91 j2511 20250922 1668.50 ... 1653.00 1657.50 J
92 j2512 20250922 1701.50 ... 1698.00 1700.00 J
93 j2601 20250922 1740.00 ... 1729.00 1725.50 J
94 j2602 20250922 1761.00 ... 1760.00 1754.00 J
95 j2603 20250922 1782.50 ... 1783.00 1763.50 J
96 j2604 20250922 0.00 ... 1814.00 1814.00 J
97 j2605 20250922 1875.00 ... 1868.50 1866.50 J
98 j2606 20250922 1899.00 ... 1899.50 1866.50 J
99 j2607 20250922 1910.00 ... 1902.50 1878.50 J
100 j2608 20250922 1931.00 ... 1931.50 1891.00 J
101 j2609 20250922 1954.00 ... 1948.00 1923.50 J
102 jd2509 20250922 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250922 3038.00 ... 3003.00 3038.00 JD
104 jd2511 20250922 3124.00 ... 3096.00 3122.00 JD
105 jd2512 20250922 3256.00 ... 3224.00 3259.00 JD
106 jd2601 20250922 3415.00 ... 3381.00 3423.00 JD
107 jd2602 20250922 3160.00 ... 3135.00 3160.00 JD
108 jd2603 20250922 3181.00 ... 3156.00 3183.00 JD
109 jd2604 20250922 3352.00 ... 3324.00 3349.00 JD
110 jd2605 20250922 3478.00 ... 3443.00 3466.00 JD
111 jd2606 20250922 3276.00 ... 3254.00 3274.00 JD
112 jd2607 20250922 3508.00 ... 3492.00 3504.00 JD
113 jd2608 20250922 3928.00 ... 3924.00 3927.00 JD
114 jm2510 20250922 1040.50 ... 1036.00 1029.50 JM
115 jm2511 20250922 1091.00 ... 1085.50 1078.00 JM
116 jm2512 20250922 1165.00 ... 1155.50 1148.50 JM
117 jm2601 20250922 1236.50 ... 1229.00 1216.00 JM
118 jm2602 20250922 1259.50 ... 1251.00 1244.50 JM
119 jm2603 20250922 1282.50 ... 1277.50 1271.00 JM
120 jm2604 20250922 1308.00 ... 1304.00 1293.50 JM
121 jm2605 20250922 1339.00 ... 1323.00 1312.50 JM
122 jm2606 20250922 1359.00 ... 1347.50 1328.50 JM
123 jm2607 20250922 1367.00 ... 1361.00 1341.50 JM
124 jm2608 20250922 1378.00 ... 1370.00 1357.00 JM
125 jm2609 20250922 1398.00 ... 1389.50 1380.50 JM
126 l2510 20250922 7104.00 ... 7074.00 7095.00 L
127 l2511 20250922 7105.00 ... 7107.00 7128.00 L
128 l2512 20250922 7155.00 ... 7133.00 7158.00 L
129 l2601 20250922 7169.00 ... 7153.00 7181.00 L
130 l2602 20250922 7165.00 ... 7155.00 7177.00 L
131 l2603 20250922 7191.00 ... 7167.00 7193.00 L
132 l2604 20250922 7218.00 ... 7216.00 7233.00 L
133 l2605 20250922 7231.00 ... 7204.00 7228.00 L
134 l2606 20250922 7224.00 ... 7195.00 7225.00 L
135 l2607 20250922 7241.00 ... 7206.00 7238.00 L
136 l2608 20250922 7240.00 ... 7223.00 7256.00 L
137 l2609 20250922 7266.00 ... 7237.00 7264.00 L
138 lg2509 20250922 780.00 ... 780.00 778.00 LG
139 lg2511 20250922 805.00 ... 808.00 804.00 LG
140 lg2601 20250922 818.00 ... 821.00 818.00 LG
141 lg2603 20250922 826.50 ... 826.50 824.50 LG
142 lg2605 20250922 829.00 ... 830.50 828.50 LG
143 lg2607 20250922 829.50 ... 832.50 828.50 LG
144 lh2509 20250922 12600.00 ... 12600.00 12985.00 LH
145 lh2511 20250922 12835.00 ... 12855.00 12835.00 LH
146 lh2601 20250922 13350.00 ... 13405.00 13340.00 LH
147 lh2603 20250922 12850.00 ... 12815.00 12850.00 LH
148 lh2605 20250922 13385.00 ... 13315.00 13380.00 LH
149 lh2607 20250922 14150.00 ... 13990.00 14135.00 LH
150 m2511 20250922 2981.00 ... 3003.00 2975.00 M
151 m2512 20250922 3032.00 ... 3048.00 3024.00 M
152 m2601 20250922 3014.00 ... 3030.00 3004.00 M
153 m2603 20250922 2959.00 ... 2968.00 2949.00 M
154 m2605 20250922 2787.00 ... 2784.00 2777.00 M
155 m2607 20250922 2774.00 ... 2776.00 2768.00 M
156 m2608 20250922 2893.00 ... 2887.00 2885.00 M
157 m2609 20250922 2897.00 ... 2893.00 2889.00 M
158 p2510 20250922 9214.00 ... 9244.00 9242.00 P
159 p2511 20250922 9264.00 ... 9278.00 9292.00 P
160 p2512 20250922 9294.00 ... 9292.00 9318.00 P
161 p2601 20250922 9322.00 ... 9326.00 9340.00 P
162 p2602 20250922 9300.00 ... 9276.00 9318.00 P
163 p2603 20250922 9280.00 ... 9276.00 9280.00 P
164 p2604 20250922 9200.00 ... 9216.00 9230.00 P
165 p2605 20250922 9126.00 ... 9120.00 9138.00 P
166 p2606 20250922 9008.00 ... 9002.00 9032.00 P
167 p2607 20250922 8894.00 ... 8894.00 8930.00 P
168 p2608 20250922 8842.00 ... 8834.00 8864.00 P
169 p2609 20250922 8786.00 ... 8768.00 8812.00 P
170 pg2509 20250922 3830.00 ... 3810.00 3801.00 PG
171 pg2510 20250922 4425.00 ... 4366.00 4439.00 PG
172 pg2511 20250922 4359.00 ... 4293.00 4368.00 PG
173 pg2512 20250922 4295.00 ... 4232.00 4307.00 PG
174 pg2601 20250922 4237.00 ... 4171.00 4241.00 PG
175 pg2602 20250922 4153.00 ... 4100.00 4176.00 PG
176 pg2603 20250922 4070.00 ... 4020.00 4090.00 PG
177 pg2604 20250922 4413.00 ... 4366.00 4418.00 PG
178 pg2605 20250922 4321.00 ... 4281.00 4341.00 PG
179 pg2606 20250922 4196.00 ... 4195.00 4283.00 PG
180 pg2607 20250922 4161.00 ... 4159.00 4247.00 PG
181 pg2608 20250922 4100.00 ... 4095.00 4204.00 PG
182 pp2510 20250922 6819.00 ... 6785.00 6816.00 PP
183 pp2511 20250922 6827.00 ... 6821.00 6846.00 PP
184 pp2512 20250922 6882.00 ... 6857.00 6883.00 PP
185 pp2601 20250922 6917.00 ... 6895.00 6917.00 PP
186 pp2602 20250922 6900.00 ... 6882.00 6900.00 PP
187 pp2603 20250922 6905.00 ... 6870.00 6899.00 PP
188 pp2604 20250922 6941.00 ... 6911.00 6927.00 PP
189 pp2605 20250922 6967.00 ... 6942.00 6959.00 PP
190 pp2606 20250922 6904.00 ... 6903.00 6921.00 PP
191 pp2607 20250922 6906.00 ... 6878.00 6890.00 PP
192 pp2608 20250922 6922.00 ... 6894.00 6900.00 PP
193 pp2609 20250922 6944.00 ... 6931.00 6926.00 PP
194 rr2510 20250922 3609.00 ... 3610.00 3608.00 RR
195 rr2511 20250922 3613.00 ... 3615.00 3614.00 RR
196 rr2512 20250922 3602.00 ... 3613.00 3605.00 RR
197 rr2601 20250922 3616.00 ... 3624.00 3620.00 RR
198 rr2602 20250922 3607.00 ... 3608.00 3603.00 RR
199 rr2603 20250922 3611.00 ... 3611.00 3608.00 RR
200 rr2604 20250922 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250922 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250922 0.00 ... 3600.00 3597.00 RR
203 rr2607 20250922 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250922 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250922 0.00 ... 3614.00 3614.00 RR
206 v2510 20250922 4841.00 ... 4837.00 4834.00 V
207 v2511 20250922 4870.00 ... 4867.00 4867.00 V
208 v2512 20250922 4926.00 ... 4903.00 4908.00 V
209 v2601 20250922 4955.00 ... 4955.00 4949.00 V
210 v2602 20250922 5017.00 ... 5001.00 4984.00 V
211 v2603 20250922 5040.00 ... 5035.00 5016.00 V
212 v2604 20250922 5241.00 ... 5246.00 5222.00 V
213 v2605 20250922 5259.00 ... 5259.00 5252.00 V
214 v2606 20250922 5305.00 ... 5286.00 5286.00 V
215 v2607 20250922 5338.00 ... 5318.00 5314.00 V
216 v2608 20250922 5383.00 ... 5347.00 5342.00 V
217 v2609 20250922 5391.00 ... 5385.00 5374.00 V
218 y2511 20250922 8334.00 ... 8376.00 8350.00 Y
219 y2512 20250922 8380.00 ... 8402.00 8390.00 Y
220 y2601 20250922 8320.00 ... 8348.00 8336.00 Y
221 y2603 20250922 8258.00 ... 8282.00 8276.00 Y
222 y2605 20250922 8048.00 ... 8066.00 8060.00 Y
223 y2607 20250922 8008.00 ... 8026.00 8014.00 Y
224 y2608 20250922 8000.00 ... 8036.00 8024.00 Y
225 y2609 20250922 7988.00 ... 8000.00 7992.00 Y
[226 rows x 12 columns]
2025-09-25 16:25:48,947 - future_1d - INFO - ak.get_dce_daily('2025-09-22') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250922 ... 80130 79840 CU
1 1 CU2511 20250922 ... 80120 79820 CU
2 2 CU2512 20250922 ... 80120 79810 CU
3 3 CU2601 20250922 ... 80110 79810 CU
4 4 CU2602 20250922 ... 80100 79800 CU
5 5 CU2603 20250922 ... 80130 79830 CU
6 6 CU2604 20250922 ... 80170 79860 CU
7 7 CU2605 20250922 ... 80280 79910 CU
8 8 CU2606 20250922 ... 80260 79850 CU
9 9 CU2607 20250922 ... 80290 79840 CU
10 10 CU2608 20250922 ... 80210 79800 CU
11 11 CU2609 20250922 ... 80220 79780 CU
12 12 BC2510 20250922 ... 71050 70760 BC
13 13 BC2511 20250922 ... 71120 70890 BC
14 14 BC2512 20250922 ... 71490 71670 BC
15 15 BC2601 20250922 ... 71300 71000 BC
16 16 BC2602 20250922 ... 71100 71100 BC
17 17 BC2603 20250922 ... 71210 71200 BC
18 18 BC2604 20250922 ... 71300 71300 BC
19 19 BC2605 20250922 ... 71300 71300 BC
20 20 BC2606 20250922 ... 71400 71400 BC
21 21 BC2607 20250922 ... 71400 71400 BC
22 22 BC2608 20250922 ... 71400 71400 BC
23 23 BC2609 20250922 ... 71550 71550 BC
24 24 AL2510 20250922 ... 20760 20805 AL
25 25 AL2511 20250922 ... 20770 20820 AL
26 26 AL2512 20250922 ... 20765 20820 AL
27 27 AL2601 20250922 ... 20760 20815 AL
28 28 AL2602 20250922 ... 20765 20815 AL
29 29 AL2603 20250922 ... 20785 20840 AL
30 30 AL2604 20250922 ... 20840 20855 AL
31 31 AL2605 20250922 ... 20820 20865 AL
32 32 AL2606 20250922 ... 20820 20850 AL
33 33 AL2607 20250922 ... 20840 20865 AL
34 34 AL2608 20250922 ... 20830 20885 AL
35 35 AL2609 20250922 ... 20830 20850 AL
36 36 ZN2510 20250922 ... 21995 22065 ZN
37 37 ZN2511 20250922 ... 21995 22060 ZN
38 38 ZN2512 20250922 ... 22015 22080 ZN
39 39 ZN2601 20250922 ... 22035 22100 ZN
40 40 ZN2602 20250922 ... 22055 22125 ZN
41 41 ZN2603 20250922 ... 22070 22160 ZN
42 42 ZN2604 20250922 ... 22095 22200 ZN
43 43 ZN2605 20250922 ... 22145 22230 ZN
44 44 ZN2606 20250922 ... 22185 22240 ZN
45 45 ZN2607 20250922 ... 22205 22260 ZN
46 46 ZN2608 20250922 ... 22240 22290 ZN
47 47 ZN2609 20250922 ... 22305 22305 ZN
48 48 PB2510 20250922 ... 17120 17140 PB
49 49 PB2511 20250922 ... 17160 17170 PB
50 50 PB2512 20250922 ... 17170 17175 PB
51 51 PB2601 20250922 ... 17160 17170 PB
52 52 PB2602 20250922 ... 17175 17175 PB
53 53 PB2603 20250922 ... 17185 17190 PB
54 54 PB2604 20250922 ... 17185 17235 PB
55 55 PB2605 20250922 ... 17185 17210 PB
56 56 PB2606 20250922 ... 17195 17145 PB
57 57 PB2607 20250922 ... 17215 17225 PB
58 58 PB2608 20250922 ... 17220 17245 PB
59 59 PB2609 20250922 ... 17210 17210 PB
60 60 NI2510 20250922 ... 121440 121320 NI
61 61 NI2511 20250922 ... 121630 121520 NI
62 62 NI2512 20250922 ... 121810 121810 NI
63 63 NI2601 20250922 ... 122020 121930 NI
64 64 NI2602 20250922 ... 122170 122110 NI
65 65 NI2603 20250922 ... 122400 122540 NI
66 66 NI2604 20250922 ... 122780 122710 NI
67 67 NI2605 20250922 ... 122960 122950 NI
68 68 NI2606 20250922 ... 123530 123120 NI
69 69 NI2607 20250922 ... 123500 123440 NI
70 70 NI2608 20250922 ... 123810 123490 NI
71 71 NI2609 20250922 ... 123880 123530 NI
72 72 SN2510 20250922 ... 271360 268470 SN
73 73 SN2511 20250922 ... 271840 268840 SN
74 74 SN2512 20250922 ... 272050 269060 SN
75 75 SN2601 20250922 ... 272270 269200 SN
76 76 SN2602 20250922 ... 271620 269420 SN
77 77 SN2603 20250922 ... 271420 269440 SN
78 78 SN2604 20250922 ... 271610 270080 SN
79 79 SN2605 20250922 ... 272210 269840 SN
80 80 SN2606 20250922 ... 272850 269920 SN
81 81 SN2607 20250922 ... 272590 270550 SN
82 82 SN2608 20250922 ... 271030 270360 SN
83 83 SN2609 20250922 ... 274160 271330 SN
84 84 AO2510 20250922 ... 2915 2915 AO
85 85 AO2511 20250922 ... 2914 2919 AO
86 86 AO2512 20250922 ... 2924 2927 AO
87 87 AO2601 20250922 ... 2934 2936 AO
88 88 AO2602 20250922 ... 2938 2947 AO
89 89 AO2603 20250922 ... 3008 3016 AO
90 90 AO2604 20250922 ... 3016 3023 AO
91 91 AO2605 20250922 ... 3026 3029 AO
92 92 AO2606 20250922 ... 3031 3032 AO
93 93 AO2607 20250922 ... 3040 3038 AO
94 94 AO2608 20250922 ... 3044 3048 AO
95 95 AO2609 20250922 ... 3076 3062 AO
96 96 AD2511 20250922 ... 20315 20320 AD
97 97 AD2512 20250922 ... 20340 20350 AD
98 98 AD2601 20250922 ... 20355 20380 AD
99 99 AD2602 20250922 ... 20355 20355 AD
100 100 AD2603 20250922 ... 20415 20415 AD
101 101 AD2604 20250922 ... 20345 20345 AD
102 102 AD2605 20250922 ... 20340 20355 AD
103 103 AD2606 20250922 ... 20305 20305 AD
104 104 AD2607 20250922 ... 20510 20510 AD
105 105 AD2608 20250922 ... 20515 20515 AD
106 106 AD2609 20250922 ... 20515 20515 AD
107 107 AU2510 20250922 ... 835.38 826.86 AU
108 108 AU2511 20250922 ... 839.18 828.7 AU
109 109 AU2512 20250922 ... 838.74 829.78 AU
110 110 AU2602 20250922 ... 841.9 832.14 AU
111 111 AU2604 20250922 ... 844.64 834.24 AU
112 112 AU2606 20250922 ... 845.2 836.56 AU
113 113 AU2608 20250922 ... 848.34 839.52 AU
114 114 AU2610 20250922 ... 850.26 842.9 AU
115 115 AG2510 20250922 ... 10136 9903 AG
116 116 AG2511 20250922 ... 10147 9928 AG
117 117 AG2512 20250922 ... 10168 9938 AG
118 118 AG2601 20250922 ... 10181 9951 AG
119 119 AG2602 20250922 ... 10181 9960 AG
120 120 AG2603 20250922 ... 10236 9983 AG
121 121 AG2604 20250922 ... 10233 9989 AG
122 122 AG2605 20250922 ... 10242 10006 AG
123 123 AG2606 20250922 ... 10262 10021 AG
124 124 AG2607 20250922 ... 10281 10032 AG
125 125 AG2608 20250922 ... 10291 10046 AG
126 126 AG2609 20250922 ... 10322 10059 AG
127 127 RB2510 20250922 ... 3093 3069 RB
128 128 RB2511 20250922 ... 3109 3083 RB
129 129 RB2512 20250922 ... 3161 3139 RB
130 130 RB2601 20250922 ... 3187 3158 RB
131 131 RB2602 20250922 ... 3188 3162 RB
132 132 RB2603 20250922 ... 3210 3184 RB
133 133 RB2604 20250922 ... 3222 3198 RB
134 134 RB2605 20250922 ... 3245 3218 RB
135 135 RB2606 20250922 ... 3257 3230 RB
136 136 RB2607 20250922 ... 3272 3241 RB
137 137 RB2608 20250922 ... 3266 3239 RB
138 138 RB2609 20250922 ... 3274 3253 RB
139 139 WR2510 20250922 ... 3289 3283 WR
140 140 WR2511 20250922 ... 3302 3302 WR
141 141 WR2512 20250922 ... 3324 3324 WR
142 142 WR2601 20250922 ... 3349 3349 WR
143 143 WR2602 20250922 ... 3358 3358 WR
144 144 WR2603 20250922 ... 3399 3399 WR
145 145 WR2604 20250922 ... 3389 3389 WR
146 146 WR2605 20250922 ... 3414 3414 WR
147 147 WR2606 20250922 ... 3372 3372 WR
148 148 WR2607 20250922 ... 3390 3390 WR
149 149 WR2608 20250922 ... 3399 3399 WR
150 150 WR2609 20250922 ... 3466 3466 WR
151 151 HC2510 20250922 ... 3424 3400 HC
152 152 HC2511 20250922 ... 3408 3382 HC
153 153 HC2512 20250922 ... 3392 3370 HC
154 154 HC2601 20250922 ... 3385 3362 HC
155 155 HC2602 20250922 ... 3383 3360 HC
156 156 HC2603 20250922 ... 3385 3365 HC
157 157 HC2604 20250922 ... 3388 3371 HC
158 158 HC2605 20250922 ... 3393 3372 HC
159 159 HC2606 20250922 ... 3399 3377 HC
160 160 HC2607 20250922 ... 3405 3384 HC
161 161 HC2608 20250922 ... 3392 3381 HC
162 162 HC2609 20250922 ... 3396 3401 HC
163 163 SS2510 20250922 ... 12795 12755 SS
164 164 SS2511 20250922 ... 12910 12870 SS
165 165 SS2512 20250922 ... 12945 12910 SS
166 166 SS2601 20250922 ... 13015 12970 SS
167 167 SS2602 20250922 ... 13075 13025 SS
168 168 SS2603 20250922 ... 13140 13105 SS
169 169 SS2604 20250922 ... 13195 13155 SS
170 170 SS2605 20250922 ... 13265 13225 SS
171 171 SS2606 20250922 ... 13310 13315 SS
172 172 SS2607 20250922 ... 13360 13350 SS
173 173 SS2608 20250922 ... 13395 13400 SS
174 174 SS2609 20250922 ... 13475 13475 SS
175 175 SC2510 20250922 ... 485.5 492.1 SC
176 176 SC2511 20250922 ... 484.2 491.2 SC
177 177 SC2512 20250922 ... 483.6 489.8 SC
178 178 SC2601 20250922 ... 482.9 488.5 SC
179 179 SC2602 20250922 ... 481.8 486.6 SC
180 180 SC2603 20250922 ... 481.1 486 SC
181 181 SC2604 20250922 ... 481.3 486 SC
182 182 SC2605 20250922 ... 480.9 485.4 SC
183 183 SC2606 20250922 ... 480.2 485.8 SC
184 184 SC2607 20250922 ... 480.4 484.6 SC
185 185 SC2608 20250922 ... 478 483 SC
186 186 SC2609 20250922 ... 477.7 480.8 SC
187 187 SC2612 20250922 ... 473.9 477.1 SC
188 188 SC2703 20250922 ... 475.1 475.1 SC
189 189 SC2706 20250922 ... 469.2 469.2 SC
190 190 SC2709 20250922 ... 473.2 473.2 SC
191 191 SC2712 20250922 ... 466.3 472.9 SC
192 192 SC2803 20250922 ... 470 471 SC
193 193 SC2806 20250922 ... 462.8 467.5 SC
194 194 SC2809 20250922 ... 465.7 465.7 SC
195 195 LU2510 20250922 ... 3351 3372 LU
196 196 LU2511 20250922 ... 3373 3405 LU
197 197 LU2512 20250922 ... 3354 3388 LU
198 198 LU2601 20250922 ... 3342 3382 LU
199 199 LU2602 20250922 ... 3334 3362 LU
200 200 LU2603 20250922 ... 3326 3362 LU
201 201 LU2604 20250922 ... 3323 3345 LU
202 202 LU2605 20250922 ... 3326 3346 LU
203 203 LU2606 20250922 ... 3319 3352 LU
204 204 LU2607 20250922 ... 3307 3350 LU
205 205 LU2608 20250922 ... 3306 3342 LU
206 206 LU2609 20250922 ... 3292 3329 LU
207 207 FU2510 20250922 ... 2803 2834 FU
208 208 FU2511 20250922 ... 2818 2850 FU
209 209 FU2512 20250922 ... 2796 2830 FU
210 210 FU2601 20250922 ... 2778 2818 FU
211 211 FU2602 20250922 ... 2761 2795 FU
212 212 FU2603 20250922 ... 2754 2788 FU
213 213 FU2604 20250922 ... 2749 2783 FU
214 214 FU2605 20250922 ... 2739 2772 FU
215 215 FU2606 20250922 ... 2732 2756 FU
216 216 FU2607 20250922 ... 2713 2737 FU
217 217 FU2608 20250922 ... 2708 2729 FU
218 218 FU2609 20250922 ... 2695 2711 FU
219 219 BU2510 20250922 ... 3421 3433 BU
220 220 BU2511 20250922 ... 3414 3425 BU
221 221 BU2512 20250922 ... 3364 3381 BU
222 222 BU2601 20250922 ... 3336 3361 BU
223 223 BU2602 20250922 ... 3340 3363 BU
224 224 BU2603 20250922 ... 3342 3364 BU
225 225 BU2604 20250922 ... 3346 3364 BU
226 226 BU2605 20250922 ... 3346 3347 BU
227 227 BU2606 20250922 ... 3337 3356 BU
228 228 BU2607 20250922 ... 3330 3348 BU
229 229 BU2608 20250922 ... 3337 3369 BU
230 230 BU2609 20250922 ... 3332 3349 BU
231 231 BU2612 20250922 ... 3297 3314 BU
232 232 BU2703 20250922 ... 3312 3312 BU
233 233 BU2706 20250922 ... 3308 3318 BU
234 234 BU2709 20250922 ... 3337 3342 BU
235 235 BR2510 20250922 ... 11565 11545 BR
236 236 BR2511 20250922 ... 11495 11470 BR
237 237 BR2512 20250922 ... 11475 11460 BR
238 238 BR2601 20250922 ... 11475 11470 BR
239 239 BR2602 20250922 ... 11485 11500 BR
240 240 BR2603 20250922 ... 11470 11475 BR
241 241 BR2604 20250922 ... 11535 11535 BR
242 242 BR2605 20250922 ... 11545 11525 BR
243 243 BR2606 20250922 ... 11630 11630 BR
244 244 BR2607 20250922 ... 11730 11715 BR
245 245 BR2608 20250922 ... 11715 11770 BR
246 246 BR2609 20250922 ... 11675 11645 BR
247 247 RU2510 20250922 ... 14745 14670 RU
248 248 RU2511 20250922 ... 14675 14645 RU
249 249 RU2601 20250922 ... 15560 15530 RU
250 250 RU2603 20250922 ... 15560 15525 RU
251 251 RU2604 20250922 ... 15550 15505 RU
252 252 RU2605 20250922 ... 15540 15515 RU
253 253 RU2606 20250922 ... 15580 15565 RU
254 254 RU2607 20250922 ... 15580 15585 RU
255 255 RU2608 20250922 ... 15735 15585 RU
256 256 RU2609 20250922 ... 15610 15570 RU
257 257 NR2510 20250922 ... 12340 12280 NR
258 258 NR2511 20250922 ... 12365 12290 NR
259 259 NR2512 20250922 ... 12385 12335 NR
260 260 NR2601 20250922 ... 12405 12370 NR
261 261 NR2602 20250922 ... 12420 12405 NR
262 262 NR2603 20250922 ... 12385 12375 NR
263 263 NR2604 20250922 ... 12440 12435 NR
264 264 NR2605 20250922 ... 12485 12470 NR
265 265 NR2606 20250922 ... 12495 12440 NR
266 266 NR2607 20250922 ... 12650 12650 NR
267 267 NR2608 20250922 ... 12685 12685 NR
268 268 NR2609 20250922 ... 12510 12510 NR
269 269 SP2510 20250922 ... 4980 4990 SP
270 270 SP2511 20250922 ... 5006 5020 SP
271 271 SP2512 20250922 ... 5024 5038 SP
272 272 SP2601 20250922 ... 5298 5320 SP
273 273 SP2602 20250922 ... 5286 5310 SP
274 274 SP2603 20250922 ... 5304 5324 SP
275 275 SP2604 20250922 ... 5320 5322 SP
276 276 SP2605 20250922 ... 5316 5338 SP
277 277 SP2606 20250922 ... 5320 5338 SP
278 278 SP2607 20250922 ... 5322 5346 SP
279 279 SP2608 20250922 ... 5330 5344 SP
280 280 SP2609 20250922 ... 5340 5354 SP
281 281 OP2601 20250922 ... 4238 4232 OP
282 282 OP2602 20250922 ... 4232 4232 OP
283 283 OP2603 20250922 ... 4258 4238 OP
284 284 OP2604 20250922 ... 4270 4260 OP
285 285 OP2605 20250922 ... 4286 4256 OP
286 286 OP2606 20250922 ... 4242 4242 OP
287 287 OP2607 20250922 ... 4258 4258 OP
288 288 OP2608 20250922 ... 4260 4244 OP
289 289 OP2609 20250922 ... 4342 4342 OP
290 290 EC2510 20250922 ... 1102 1072.3 EC
291 291 EC2512 20250922 ... 1669.2 1626.1 EC
292 292 EC2602 20250922 ... 1586.4 1552.7 EC
293 293 EC2604 20250922 ... 1274.4 1250.7 EC
294 294 EC2606 20250922 ... 1454.8 1438.3 EC
295 295 EC2608 20250922 ... 1606.8 1595 EC
296 296 SC_TAS2511 20250922 ... SC_TAS
297 297 SC_TAS2512 20250922 ... SC_TAS
298 298 SC_TAS2601 20250922 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 16:25:49,076 - future_1d - INFO - ak.get_shfe_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 PS2510 20250922 52995.0 ... 51890.0 53040.0 PS
1 PS2511 20250922 52925.0 ... 51675.0 52910.0 PS
2 PS2512 20250922 55290.0 ... 54225.0 55320.0 PS
3 PS2601 20250922 55300.0 ... 54065.0 55030.0 PS
4 PS2602 20250922 55385.0 ... 54595.0 55135.0 PS
5 PS2603 20250922 55455.0 ... 54490.0 55205.0 PS
6 PS2604 20250922 55475.0 ... 54165.0 54950.0 PS
7 PS2605 20250922 55385.0 ... 53990.0 54930.0 PS
8 PS2606 20250922 57600.0 ... 56335.0 56920.0 PS
9 PS2607 20250922 57685.0 ... 56470.0 56815.0 PS
10 PS2608 20250922 57560.0 ... 56380.0 57180.0 PS
11 PS2609 20250922 56810.0 ... 56245.0 56995.0 PS
13 SI2510 20250922 9275.0 ... 9110.0 8975.0 SI
14 SI2511 20250922 9285.0 ... 9135.0 9025.0 SI
15 SI2512 20250922 9855.0 ... 9520.0 9420.0 SI
16 SI2601 20250922 9690.0 ... 9515.0 9405.0 SI
17 SI2602 20250922 9650.0 ... 9525.0 9425.0 SI
18 SI2603 20250922 9690.0 ... 9510.0 9500.0 SI
19 SI2604 20250922 9665.0 ... 9500.0 9550.0 SI
20 SI2605 20250922 9655.0 ... 9520.0 9405.0 SI
21 SI2606 20250922 9645.0 ... 9545.0 9470.0 SI
22 SI2607 20250922 9640.0 ... 9510.0 9480.0 SI
23 SI2608 20250922 9605.0 ... 9560.0 9475.0 SI
24 SI2609 20250922 9665.0 ... 9575.0 9440.0 SI
27 LC2510 20250922 74020.0 ... 73660.0 73320.0 LC
28 LC2511 20250922 74580.0 ... 73780.0 73460.0 LC
29 LC2512 20250922 74460.0 ... 73940.0 73600.0 LC
30 LC2601 20250922 73840.0 ... 73880.0 73620.0 LC
31 LC2602 20250922 74560.0 ... 73580.0 73280.0 LC
32 LC2603 20250922 74360.0 ... 73840.0 73480.0 LC
33 LC2604 20250922 74640.0 ... 74240.0 74060.0 LC
34 LC2605 20250922 74500.0 ... 74280.0 74040.0 LC
35 LC2606 20250922 74560.0 ... 74180.0 73840.0 LC
36 LC2607 20250922 74080.0 ... 73980.0 73700.0 LC
37 LC2608 20250922 74160.0 ... 74100.0 73740.0 LC
38 LC2609 20250922 74120.0 ... 74020.0 73820.0 LC
[36 rows x 12 columns]
2025-09-25 16:25:49,369 - future_1d - INFO - ak.get_gfex_daily('2025-09-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250922 8479.0 8495.0 ... 35108.28 8448.0 8437.0 AP
1 AP511 20250922 8237.0 8285.0 ... 9132.05 8220.0 8233.0 AP
2 AP512 20250922 8216.0 8278.0 ... 1033.84 8205.0 8225.0 AP
3 AP601 20250922 8273.0 8350.0 ... 699317.95 8256.0 8290.0 AP
4 AP603 20250922 8166.0 8225.0 ... 931.58 8172.0 8183.0 AP
5 AP604 20250922 8107.0 8206.0 ... 326.76 8169.0 8194.0 AP
6 AP605 20250922 8240.0 8242.0 ... 7842.30 8195.0 8252.0 AP
7 CF511 20250922 13615.0 13640.0 ... 333313.68 13520.0 13625.0 CF
8 CF601 20250922 13740.0 13755.0 ... 2286431.97 13635.0 13745.0 CF
9 CF603 20250922 13700.0 13725.0 ... 4414.14 13605.0 13705.0 CF
10 CF605 20250922 13715.0 13745.0 ... 300977.45 13640.0 13715.0 CF
11 CF607 20250922 13735.0 13760.0 ... 2381.47 13645.0 13740.0 CF
12 CF609 20250922 13900.0 13920.0 ... 746.54 13825.0 13900.0 CF
13 CJ512 20250922 10680.0 10815.0 ... 6882.28 10695.0 10650.0 CJ
14 CJ601 20250922 10680.0 10835.0 ... 696790.67 10710.0 10680.0 CJ
15 CJ603 20250922 10620.0 10790.0 ... 17190.45 10665.0 10655.0 CJ
16 CJ605 20250922 10710.0 10825.0 ... 149851.15 10680.0 10725.0 CJ
17 CJ607 20250922 10795.0 10935.0 ... 5888.40 10785.0 10850.0 CJ
18 CJ609 20250922 10865.0 11020.0 ... 998.03 10905.0 10950.0 CJ
19 CY510 20250922 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250922 19765.0 19815.0 ... 120128.69 19665.0 19775.0 CY
21 CY512 20250922 0.0 0.0 ... 0.00 19590.0 19690.0 CY
22 CY601 20250922 19765.0 19825.0 ... 1182.01 19700.0 19800.0 CY
23 CY602 20250922 0.0 0.0 ... 0.00 19790.0 19810.0 CY
24 CY603 20250922 19705.0 19705.0 ... 9.85 19705.0 20160.0 CY
25 CY604 20250922 0.0 0.0 ... 0.00 19790.0 19945.0 CY
26 CY605 20250922 0.0 0.0 ... 0.00 19910.0 19990.0 CY
27 CY606 20250922 0.0 0.0 ... 0.00 19845.0 19975.0 CY
28 CY607 20250922 0.0 0.0 ... 0.00 20150.0 20290.0 CY
29 CY608 20250922 0.0 0.0 ... 0.00 19810.0 19935.0 CY
30 CY609 20250922 19945.0 20120.0 ... 60.10 20035.0 20240.0 CY
31 FG510 20250922 1101.0 1106.0 ... 6999.80 1089.0 1093.0 FG
32 FG511 20250922 1102.0 1107.0 ... 226888.15 1087.0 1095.0 FG
33 FG512 20250922 1216.0 1230.0 ... 123497.19 1211.0 1214.0 FG
34 FG601 20250922 1220.0 1230.0 ... 4208149.81 1212.0 1212.0 FG
35 FG602 20250922 1276.0 1285.0 ... 73961.48 1263.0 1268.0 FG
36 FG603 20250922 1285.0 1290.0 ... 1857.36 1274.0 1268.0 FG
37 FG604 20250922 1346.0 1351.0 ... 695.16 1332.0 1329.0 FG
38 FG605 20250922 1350.0 1355.0 ... 151749.60 1339.0 1337.0 FG
39 FG606 20250922 1376.0 1383.0 ... 614.91 1366.0 1365.0 FG
40 FG607 20250922 1375.0 1382.0 ... 2511.37 1366.0 1363.0 FG
41 FG608 20250922 1408.0 1415.0 ... 1299.50 1400.0 1395.0 FG
42 FG609 20250922 1405.0 1417.0 ... 5698.48 1405.0 1397.0 FG
43 JR511 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250922 2270.0 2274.0 ... 2445.91 2263.0 2264.0 MA
52 MA511 20250922 2296.0 2303.0 ... 166979.42 2291.0 2289.0 MA
53 MA512 20250922 2339.0 2341.0 ... 146417.13 2330.0 2333.0 MA
54 MA601 20250922 2364.0 2366.0 ... 1077703.27 2353.0 2356.0 MA
55 MA602 20250922 2380.0 2386.0 ... 30610.13 2374.0 2373.0 MA
56 MA603 20250922 2396.0 2405.0 ... 812.80 2398.0 2398.0 MA
57 MA604 20250922 2391.0 2400.0 ... 16.75 2393.0 2393.0 MA
58 MA605 20250922 2382.0 2390.0 ... 71305.63 2379.0 2382.0 MA
59 MA606 20250922 2392.0 2392.0 ... 14.31 2386.0 2385.0 MA
60 MA607 20250922 2368.0 2377.0 ... 68.64 2367.0 2373.0 MA
61 MA608 20250922 2355.0 2366.0 ... 61.36 2360.0 2368.0 MA
62 MA609 20250922 2351.0 2351.0 ... 2101.01 2337.0 2353.0 MA
63 OI511 20250922 10252.0 10327.0 ... 539379.81 10272.0 10221.0 OI
64 OI601 20250922 10079.0 10161.0 ... 2782367.67 10102.0 10046.0 OI
65 OI603 20250922 9814.0 9890.0 ... 4088.33 9851.0 9788.0 OI
66 OI605 20250922 9561.0 9647.0 ... 111614.49 9607.0 9558.0 OI
67 OI607 20250922 9552.0 9589.0 ... 1253.45 9568.0 9505.0 OI
68 OI609 20250922 9518.0 9546.0 ... 1058.11 9532.0 9482.0 OI
69 PF510 20250922 6306.0 6318.0 ... 6396.85 6296.0 6322.0 PF
70 PF511 20250922 6288.0 6306.0 ... 628345.90 6278.0 6320.0 PF
71 PF512 20250922 6266.0 6276.0 ... 347956.60 6244.0 6304.0 PF
72 PF601 20250922 6300.0 6322.0 ... 37718.83 6298.0 6340.0 PF
73 PF602 20250922 6310.0 6328.0 ... 64821.82 6300.0 6358.0 PF
74 PF603 20250922 6318.0 6330.0 ... 75.75 6314.0 6346.0 PF
75 PF604 20250922 6372.0 6372.0 ... 12.73 6366.0 6406.0 PF
76 PF605 20250922 6396.0 6396.0 ... 60.58 6378.0 6416.0 PF
77 PF606 20250922 6378.0 6378.0 ... 25.50 6376.0 6418.0 PF
78 PF607 20250922 6412.0 6412.0 ... 3.21 6412.0 6442.0 PF
79 PF608 20250922 0.0 0.0 ... 0.00 6420.0 6450.0 PF
80 PF609 20250922 6424.0 6452.0 ... 9.64 6428.0 6480.0 PF
81 PK510 20250922 7848.0 7856.0 ... 3608.19 7818.0 7868.0 PK
82 PK511 20250922 7834.0 7858.0 ... 322471.80 7820.0 7876.0 PK
83 PK512 20250922 7844.0 7862.0 ... 138594.65 7828.0 7872.0 PK
84 PK601 20250922 7858.0 7862.0 ... 37393.92 7832.0 7872.0 PK
85 PK603 20250922 7860.0 7872.0 ... 129.55 7852.0 7882.0 PK
86 PK604 20250922 7852.0 7864.0 ... 43.17 7850.0 7884.0 PK
87 PK605 20250922 7888.0 7890.0 ... 4625.97 7862.0 7890.0 PK
88 PL601 20250922 6384.0 6405.0 ... 69680.17 6373.0 6411.0 PL
89 PL602 20250922 6436.0 6438.0 ... 1102.88 6412.0 6454.0 PL
90 PL603 20250922 6421.0 6421.0 ... 25.68 6421.0 6445.0 PL
91 PL604 20250922 6415.0 6415.0 ... 25.63 6407.0 6463.0 PL
92 PL605 20250922 6350.0 6373.0 ... 101.51 6345.0 6385.0 PL
93 PL606 20250922 6384.0 6384.0 ... 12.77 6384.0 6424.0 PL
94 PL607 20250922 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250922 5810.0 5810.0 ... 2621.53 5788.0 5812.0 PR
104 PR511 20250922 5762.0 5778.0 ... 301092.80 5756.0 5794.0 PR
105 PR512 20250922 5768.0 5784.0 ... 334515.65 5760.0 5806.0 PR
106 PR601 20250922 5774.0 5782.0 ... 281542.36 5760.0 5802.0 PR
107 PR602 20250922 5796.0 5806.0 ... 3078.01 5780.0 5838.0 PR
108 PR603 20250922 5810.0 5818.0 ... 139.45 5810.0 5834.0 PR
109 PR604 20250922 5818.0 5828.0 ... 43.65 5820.0 5832.0 PR
110 PR605 20250922 5826.0 5828.0 ... 17.48 5828.0 5840.0 PR
111 PR606 20250922 0.0 0.0 ... 0.00 5904.0 5904.0 PR
112 PR607 20250922 0.0 0.0 ... 0.00 5912.0 5912.0 PR
113 PR608 20250922 0.0 0.0 ... 0.00 5914.0 5914.0 PR
114 PR609 20250922 0.0 0.0 ... 0.00 5888.0 5910.0 PR
115 PX510 20250922 6644.0 6678.0 ... 916.44 6666.0 6690.0 PX
116 PX511 20250922 6602.0 6654.0 ... 643956.64 6602.0 6640.0 PX
117 PX512 20250922 6598.0 6642.0 ... 277519.72 6594.0 6644.0 PX
118 PX601 20250922 6608.0 6628.0 ... 115700.73 6588.0 6634.0 PX
119 PX602 20250922 6608.0 6630.0 ... 9627.42 6590.0 6644.0 PX
120 PX603 20250922 0.0 0.0 ... 0.00 6584.0 6614.0 PX
121 PX604 20250922 6600.0 6600.0 ... 9.90 6600.0 6586.0 PX
122 PX605 20250922 6594.0 6624.0 ... 1867.18 6586.0 6628.0 PX
123 PX606 20250922 6620.0 6620.0 ... 3.31 6620.0 6606.0 PX
124 PX607 20250922 6588.0 6588.0 ... 9.88 6586.0 6614.0 PX
125 PX608 20250922 6602.0 6602.0 ... 6.60 6602.0 6622.0 PX
126 PX609 20250922 6644.0 6644.0 ... 6.63 6634.0 6652.0 PX
127 RI511 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250922 2541.0 2568.0 ... 18961.48 2553.0 2527.0 RM
134 RM601 20250922 2519.0 2552.0 ... 860518.75 2533.0 2498.0 RM
135 RM603 20250922 2414.0 2437.0 ... 20569.69 2423.0 2402.0 RM
136 RM605 20250922 2383.0 2397.0 ... 165640.91 2384.0 2374.0 RM
137 RM607 20250922 2375.0 2385.0 ... 7696.50 2373.0 2362.0 RM
138 RM608 20250922 2471.0 2480.0 ... 872.04 2470.0 2458.0 RM
139 RM609 20250922 2454.0 2469.0 ... 6114.84 2458.0 2447.0 RM
140 RS511 20250922 5329.0 5376.0 ... 58.80 5346.0 5329.0 RS
141 RS607 20250922 5595.0 5595.0 ... 155.95 5570.0 5568.0 RS
142 RS608 20250922 5595.0 5624.0 ... 150.64 5579.0 5570.0 RS
143 RS609 20250922 0.0 0.0 ... 0.00 5588.0 5588.0 RS
144 SA510 20250922 1235.0 1236.0 ... 11478.60 1219.0 1223.0 SA
145 SA511 20250922 1241.0 1247.0 ... 576015.20 1233.0 1233.0 SA
146 SA512 20250922 1308.0 1314.0 ... 250273.00 1298.0 1301.0 SA
147 SA601 20250922 1320.0 1326.0 ... 3524980.07 1307.0 1312.0 SA
148 SA602 20250922 1352.0 1357.0 ... 308874.09 1344.0 1344.0 SA
149 SA603 20250922 1357.0 1363.0 ... 3483.28 1345.0 1350.0 SA
150 SA604 20250922 1410.0 1410.0 ... 504.79 1387.0 1396.0 SA
151 SA605 20250922 1408.0 1416.0 ... 104701.84 1397.0 1403.0 SA
152 SA606 20250922 1421.0 1427.0 ... 966.83 1409.0 1415.0 SA
153 SA607 20250922 1423.0 1428.0 ... 3353.40 1411.0 1417.0 SA
154 SA608 20250922 1450.0 1456.0 ... 1683.28 1441.0 1440.0 SA
155 SA609 20250922 1454.0 1463.0 ... 6773.61 1447.0 1449.0 SA
156 SF510 20250922 5606.0 5606.0 ... 5220.47 5510.0 5594.0 SF
157 SF511 20250922 5760.0 5790.0 ... 802136.67 5692.0 5764.0 SF
158 SF512 20250922 5748.0 5784.0 ... 300500.11 5708.0 5746.0 SF
159 SF601 20250922 5760.0 5784.0 ... 236333.21 5672.0 5752.0 SF
160 SF602 20250922 5742.0 5754.0 ... 45401.13 5632.0 5710.0 SF
161 SF603 20250922 5900.0 5900.0 ... 104.57 5810.0 5870.0 SF
162 SF604 20250922 5888.0 5888.0 ... 20.57 5876.0 5876.0 SF
163 SF605 20250922 5868.0 5888.0 ... 4857.15 5794.0 5854.0 SF
164 SF606 20250922 5836.0 5840.0 ... 146.06 5728.0 5820.0 SF
165 SF607 20250922 6000.0 6000.0 ... 79.91 5920.0 5970.0 SF
166 SF608 20250922 5974.0 5974.0 ... 38.38 5906.0 5952.0 SF
167 SF609 20250922 5974.0 5974.0 ... 97.18 5890.0 5954.0 SF
168 SH510 20250922 2542.0 2543.0 ... 15410.73 2517.0 2523.0 SH
169 SH511 20250922 2580.0 2587.0 ... 567814.28 2553.0 2562.0 SH
170 SH512 20250922 2640.0 2649.0 ... 333560.83 2615.0 2618.0 SH
171 SH601 20250922 2645.0 2649.0 ... 2719570.17 2622.0 2623.0 SH
172 SH602 20250922 2670.0 2670.0 ... 56052.40 2640.0 2636.0 SH
173 SH603 20250922 2635.0 2684.0 ... 934.46 2662.0 2655.0 SH
174 SH604 20250922 2715.0 2715.0 ... 89.00 2697.0 2705.0 SH
175 SH605 20250922 2719.0 2731.0 ... 14781.20 2707.0 2706.0 SH
176 SH606 20250922 2739.0 2739.0 ... 89.65 2717.0 2727.0 SH
177 SH607 20250922 2730.0 2730.0 ... 16.30 2716.0 2729.0 SH
178 SH608 20250922 2729.0 2729.0 ... 57.02 2715.0 2730.0 SH
179 SH609 20250922 2740.0 2740.0 ... 163.34 2722.0 2727.0 SH
180 SM510 20250922 5920.0 5920.0 ... 12471.33 5798.0 5880.0 SM
181 SM511 20250922 5964.0 5972.0 ... 508950.22 5896.0 5950.0 SM
182 SM512 20250922 5982.0 5986.0 ... 103550.67 5906.0 5966.0 SM
183 SM601 20250922 5988.0 6002.0 ... 988130.11 5884.0 5980.0 SM
184 SM602 20250922 5966.0 6002.0 ... 334645.76 5936.0 5978.0 SM
185 SM603 20250922 5986.0 5996.0 ... 265.23 5894.0 5996.0 SM
186 SM604 20250922 6002.0 6002.0 ... 11.98 5992.0 5978.0 SM
187 SM605 20250922 6014.0 6042.0 ... 20961.67 5920.0 6014.0 SM
188 SM606 20250922 5964.0 5964.0 ... 23.62 5906.0 6010.0 SM
189 SM607 20250922 6038.0 6044.0 ... 32.91 5984.0 6030.0 SM
190 SM608 20250922 0.0 0.0 ... 0.00 5966.0 6048.0 SM
191 SM609 20250922 6050.0 6064.0 ... 888.25 5962.0 6048.0 SM
192 SR511 20250922 5500.0 5520.0 ... 120511.31 5497.0 5483.0 SR
193 SR601 20250922 5473.0 5478.0 ... 1012332.82 5461.0 5460.0 SR
194 SR603 20250922 5456.0 5466.0 ... 2228.85 5450.0 5452.0 SR
195 SR605 20250922 5454.0 5458.0 ... 83998.60 5442.0 5443.0 SR
196 SR607 20250922 5460.0 5464.0 ... 3106.98 5451.0 5451.0 SR
197 SR609 20250922 5471.0 5476.0 ... 2923.71 5465.0 5465.0 SR
198 TA510 20250922 4562.0 4580.0 ... 22964.55 4562.0 4602.0 TA
199 TA511 20250922 4590.0 4598.0 ... 296397.64 4576.0 4620.0 TA
200 TA512 20250922 4600.0 4608.0 ... 136797.14 4588.0 4630.0 TA
201 TA601 20250922 4608.0 4616.0 ... 1503295.87 4596.0 4638.0 TA
202 TA602 20250922 4622.0 4628.0 ... 22757.20 4606.0 4648.0 TA
203 TA603 20250922 4634.0 4638.0 ... 101.83 4630.0 4660.0 TA
204 TA604 20250922 4616.0 4618.0 ... 18.47 4618.0 4644.0 TA
205 TA605 20250922 4654.0 4660.0 ... 49514.35 4636.0 4672.0 TA
206 TA606 20250922 0.0 0.0 ... 0.00 4640.0 4702.0 TA
207 TA607 20250922 4672.0 4672.0 ... 13.97 4658.0 4708.0 TA
208 TA608 20250922 0.0 0.0 ... 0.00 4676.0 4688.0 TA
209 TA609 20250922 4680.0 4692.0 ... 119.10 4672.0 4704.0 TA
210 UR510 20250922 1552.0 1569.0 ... 3330.43 1561.0 1574.0 UR
211 UR511 20250922 1625.0 1644.0 ... 55147.72 1635.0 1647.0 UR
212 UR512 20250922 1644.0 1656.0 ... 16277.36 1648.0 1657.0 UR
213 UR601 20250922 1655.0 1666.0 ... 377420.58 1658.0 1666.0 UR
214 UR602 20250922 1665.0 1673.0 ... 788.89 1664.0 1672.0 UR
215 UR603 20250922 1717.0 1717.0 ... 68.44 1711.0 1717.0 UR
216 UR604 20250922 1712.0 1712.0 ... 3.42 1712.0 1724.0 UR
217 UR605 20250922 1717.0 1725.0 ... 24739.82 1716.0 1724.0 UR
218 UR606 20250922 1720.0 1725.0 ... 195.74 1717.0 1724.0 UR
219 UR607 20250922 1754.0 1760.0 ... 80.63 1753.0 1758.0 UR
220 UR608 20250922 1747.0 1749.0 ... 76.89 1747.0 1753.0 UR
221 UR609 20250922 1746.0 1747.0 ... 132.24 1740.0 1747.0 UR
222 WH511 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 16:25:49,657 - future_1d - INFO - ak.get_czce_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 IC2510 20250922 7111.000 ... 7124.600 7117.800 IC
1 IC2511 20250922 7088.800 ... 7056.600 7117.800 IC
2 IC2512 20250922 7007.000 ... 6995.000 6999.000 IC
3 IC2603 20250922 6840.000 ... 6825.000 6831.000 IC
4 IF2510 20250922 4492.200 ... 4497.400 4495.000 IF
5 IF2511 20250922 4492.800 ... 4481.800 4495.000 IF
6 IF2512 20250922 4475.000 ... 4472.400 4470.400 IF
7 IF2603 20250922 4447.600 ... 4448.800 4446.600 IF
8 IH2510 20250922 2914.200 ... 2917.000 2917.400 IH
9 IH2511 20250922 2904.400 ... 2915.800 2917.400 IH
10 IH2512 20250922 2914.200 ... 2917.400 2917.400 IH
11 IH2603 20250922 2915.600 ... 2918.800 2919.600 IH
12 IM2510 20250922 7382.000 ... 7373.800 7361.000 IM
13 IM2511 20250922 7311.800 ... 7290.800 7361.000 IM
14 IM2512 20250922 7209.000 ... 7211.000 7202.200 IM
15 IM2603 20250922 7000.000 ... 7002.600 6994.000 IM
16 T2512 20250922 107.810 ... 107.945 107.755 T
17 T2603 20250922 107.510 ... 107.595 107.420 T
18 T2606 20250922 107.335 ... 107.460 107.285 T
19 TF2512 20250922 105.675 ... 105.760 105.630 TF
20 TF2603 20250922 105.515 ... 105.620 105.510 TF
21 TF2606 20250922 105.500 ... 105.555 105.420 TF
22 TL2512 20250922 114.900 ... 115.090 114.880 TL
23 TL2603 20250922 114.620 ... 114.750 114.570 TL
24 TL2606 20250922 114.600 ... 114.770 114.540 TL
25 TS2512 20250922 102.370 ... 102.396 102.358 TS
26 TS2603 20250922 102.276 ... 102.324 102.292 TS
27 TS2606 20250922 102.298 ... 102.300 102.274 TS
[28 rows x 12 columns]
2025-09-25 16:25:50,418 - future_1d - INFO - ak.get_cffex_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 SC2510 20250922 490 ... 485.5 492.1 SC
1 SC2511 20250922 485.2 ... 484.2 491.2 SC
2 SC2512 20250922 485.9 ... 483.6 489.8 SC
3 SC2601 20250922 484.3 ... 482.9 488.5 SC
4 SC2602 20250922 482.6 ... 481.8 486.6 SC
5 SC2603 20250922 482 ... 481.1 486 SC
6 SC2604 20250922 481.2 ... 481.3 486 SC
7 SC2605 20250922 481.2 ... 480.9 485.4 SC
8 SC2606 20250922 481.7 ... 480.2 485.8 SC
9 SC2607 20250922 480 ... 480.4 484.6 SC
10 SC2608 20250922 478.5 ... 478 483 SC
11 SC2609 20250922 477.6 ... 477.7 480.8 SC
12 SC2612 20250922 473.9 ... 473.9 477.1 SC
13 SC2703 20250922 ... 475.1 475.1 SC
14 SC2706 20250922 ... 469.2 469.2 SC
15 SC2709 20250922 ... 473.2 473.2 SC
16 SC2712 20250922 466.3 ... 466.3 472.9 SC
17 SC2803 20250922 ... 470 471 SC
18 SC2806 20250922 462.7 ... 462.8 467.5 SC
19 SC2809 20250922 ... 465.7 465.7 SC
21 LU2510 20250922 3368 ... 3351 3372 LU
22 LU2511 20250922 3392 ... 3373 3405 LU
23 LU2512 20250922 3363 ... 3354 3388 LU
24 LU2601 20250922 3360 ... 3342 3382 LU
25 LU2602 20250922 3335 ... 3334 3362 LU
26 LU2603 20250922 3331 ... 3326 3362 LU
27 LU2604 20250922 3323 ... 3323 3345 LU
28 LU2605 20250922 3320 ... 3326 3346 LU
29 LU2606 20250922 3309 ... 3319 3352 LU
30 LU2607 20250922 3304 ... 3307 3350 LU
31 LU2608 20250922 3305 ... 3306 3342 LU
32 LU2609 20250922 3292 ... 3292 3329 LU
34 NR2510 20250922 12300 ... 12340 12280 NR
35 NR2511 20250922 12340 ... 12365 12290 NR
36 NR2512 20250922 12340 ... 12385 12335 NR
37 NR2601 20250922 12395 ... 12405 12370 NR
38 NR2602 20250922 12425 ... 12420 12405 NR
39 NR2603 20250922 12405 ... 12385 12375 NR
40 NR2604 20250922 12465 ... 12440 12435 NR
41 NR2605 20250922 12485 ... 12485 12470 NR
42 NR2606 20250922 12510 ... 12495 12440 NR
43 NR2607 20250922 ... 12650 12650 NR
44 NR2608 20250922 ... 12685 12685 NR
45 NR2609 20250922 ... 12510 12510 NR
47 BC2510 20250922 70780 ... 71050 70760 BC
48 BC2511 20250922 70970 ... 71120 70890 BC
49 BC2512 20250922 ... 71490 71670 BC
50 BC2601 20250922 71300 ... 71300 71000 BC
51 BC2602 20250922 ... 71100 71100 BC
52 BC2603 20250922 ... 71210 71200 BC
53 BC2604 20250922 ... 71300 71300 BC
54 BC2605 20250922 ... 71300 71300 BC
55 BC2606 20250922 ... 71400 71400 BC
56 BC2607 20250922 ... 71400 71400 BC
57 BC2608 20250922 ... 71400 71400 BC
58 BC2609 20250922 ... 71550 71550 BC
60 EC2510 20250922 1067 ... 1102 1072.3 EC
61 EC2512 20250922 1651.1 ... 1669.2 1626.1 EC
62 EC2602 20250922 1601.7 ... 1586.4 1552.7 EC
63 EC2604 20250922 1265 ... 1274.4 1250.7 EC
64 EC2606 20250922 1449.5 ... 1454.8 1438.3 EC
65 EC2608 20250922 1599 ... 1606.8 1595 EC
68 SC_TAS2511 20250922 ... SC_TAS
69 SC_TAS2512 20250922 ... SC_TAS
70 SC_TAS2601 20250922 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 16:25:50,477 - future_1d - INFO - ak.get_ine_daily('2025-09-22') done
2025-09-25 16:25:52,238 - future_1d - INFO - save future_daily 2025-09-22 completed
symbol date open ... settle pre_settle variety
0 a2511 20250923 3909.00 ... 3876.00 3911.00 A
1 a2601 20250923 3899.00 ... 3870.00 3908.00 A
2 a2603 20250923 3912.00 ... 3872.00 3912.00 A
3 a2605 20250923 3951.00 ... 3911.00 3949.00 A
4 a2607 20250923 3956.00 ... 3917.00 3954.00 A
5 a2609 20250923 3964.00 ... 3927.00 3961.00 A
6 b2510 20250923 3678.00 ... 3576.00 3686.00 B
7 b2511 20250923 3705.00 ... 3607.00 3716.00 B
8 b2512 20250923 3740.00 ... 3645.00 3746.00 B
9 b2601 20250923 3720.00 ... 3639.00 3733.00 B
10 b2602 20250923 3717.00 ... 3635.00 3727.00 B
11 b2603 20250923 3672.00 ... 3586.00 3683.00 B
12 b2604 20250923 3560.00 ... 3494.00 3573.00 B
13 b2605 20250923 3487.00 ... 3426.00 3496.00 B
14 b2606 20250923 3445.00 ... 3401.00 3475.00 B
15 b2607 20250923 3452.00 ... 3406.00 3475.00 B
16 b2608 20250923 3547.00 ... 3510.00 3566.00 B
17 b2609 20250923 3554.00 ... 3510.00 3583.00 B
18 bb2511 20250923 141.80 ... 142.05 142.05 BB
19 bb2601 20250923 146.65 ... 146.65 146.50 BB
20 bb2603 20250923 147.10 ... 147.00 146.80 BB
21 bb2605 20250923 0.00 ... 141.60 141.45 BB
22 bb2607 20250923 0.00 ... 146.35 146.20 BB
23 bb2609 20250923 0.00 ... 146.35 146.20 BB
24 bz2603 20250923 5900.00 ... 5865.00 5922.00 BZ
25 bz2604 20250923 5866.00 ... 5841.00 5904.00 BZ
26 bz2605 20250923 5857.00 ... 5859.00 5927.00 BZ
27 bz2606 20250923 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250923 0.00 ... 5859.00 5935.00 BZ
29 bz2608 20250923 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250923 2144.00 ... 2151.00 2163.00 C
31 c2601 20250923 2135.00 ... 2134.00 2148.00 C
32 c2603 20250923 2146.00 ... 2146.00 2159.00 C
33 c2605 20250923 2210.00 ... 2207.00 2218.00 C
34 c2607 20250923 2222.00 ... 2220.00 2231.00 C
35 c2609 20250923 2238.00 ... 2235.00 2247.00 C
36 cs2511 20250923 2429.00 ... 2436.00 2453.00 CS
37 cs2601 20250923 2450.00 ... 2452.00 2467.00 CS
38 cs2603 20250923 2458.00 ... 2458.00 2473.00 CS
39 cs2605 20250923 2542.00 ... 2541.00 2554.00 CS
40 cs2607 20250923 2552.00 ... 2549.00 2562.00 CS
41 cs2609 20250923 2581.00 ... 2576.00 2591.00 CS
42 eb2509 20250923 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250923 6856.00 ... 6839.00 6947.00 EB
44 eb2511 20250923 6892.00 ... 6865.00 6952.00 EB
45 eb2512 20250923 6916.00 ... 6883.00 6970.00 EB
46 eb2601 20250923 6962.00 ... 6927.00 7012.00 EB
47 eb2602 20250923 6988.00 ... 6966.00 7058.00 EB
48 eb2603 20250923 7027.00 ... 7002.00 7095.00 EB
49 eb2604 20250923 7069.00 ... 7048.00 7110.00 EB
50 eb2605 20250923 7097.00 ... 7065.00 7145.00 EB
51 eb2606 20250923 7103.00 ... 7086.00 7173.00 EB
52 eb2607 20250923 7085.00 ... 7071.00 7137.00 EB
53 eb2608 20250923 7099.00 ... 7099.00 7243.00 EB
54 eg2509 20250923 4078.00 ... 4139.00 4338.00 EG
55 eg2510 20250923 4269.00 ... 4246.00 4279.00 EG
56 eg2511 20250923 4219.00 ... 4201.00 4234.00 EG
57 eg2512 20250923 4204.00 ... 4193.00 4246.00 EG
58 eg2601 20250923 4231.00 ... 4214.00 4249.00 EG
59 eg2602 20250923 4230.00 ... 4226.00 4241.00 EG
60 eg2603 20250923 4237.00 ... 4234.00 4271.00 EG
61 eg2604 20250923 4266.00 ... 4261.00 4294.00 EG
62 eg2605 20250923 4288.00 ... 4271.00 4305.00 EG
63 eg2606 20250923 4288.00 ... 4292.00 4311.00 EG
64 eg2607 20250923 4300.00 ... 4300.00 4321.00 EG
65 eg2608 20250923 0.00 ... 4346.00 4378.00 EG
66 fb2510 20250923 1261.00 ... 1260.00 1259.00 FB
67 fb2511 20250923 1256.00 ... 1254.50 1254.00 FB
68 fb2512 20250923 1254.00 ... 1252.50 1254.50 FB
69 fb2601 20250923 1255.50 ... 1253.50 1255.50 FB
70 fb2602 20250923 1254.50 ... 1254.50 1255.50 FB
71 fb2603 20250923 1247.50 ... 1247.00 1247.50 FB
72 fb2604 20250923 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250923 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250923 0.00 ... 1294.50 1294.50 FB
75 fb2607 20250923 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250923 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250923 0.00 ... 1296.00 1296.00 FB
78 i2510 20250923 820.50 ... 821.00 828.50 I
79 i2511 20250923 819.50 ... 816.00 824.50 I
80 i2512 20250923 817.50 ... 810.50 819.00 I
81 i2601 20250923 808.50 ... 803.50 812.50 I
82 i2602 20250923 803.00 ... 800.00 808.00 I
83 i2603 20250923 796.50 ... 793.00 802.00 I
84 i2604 20250923 793.00 ... 789.50 796.50 I
85 i2605 20250923 785.00 ... 781.00 790.00 I
86 i2606 20250923 779.50 ... 776.00 784.00 I
87 i2607 20250923 778.00 ... 771.50 779.50 I
88 i2608 20250923 773.00 ... 767.00 774.50 I
89 i2609 20250923 803.00 ... 767.50 768.50 I
90 j2510 20250923 1601.00 ... 1604.00 1621.50 J
91 j2511 20250923 1645.00 ... 1632.50 1653.00 J
92 j2512 20250923 1654.50 ... 1664.00 1698.00 J
93 j2601 20250923 1721.00 ... 1710.50 1729.00 J
94 j2602 20250923 1755.50 ... 1747.50 1760.00 J
95 j2603 20250923 0.00 ... 1783.00 1783.00 J
96 j2604 20250923 0.00 ... 1814.00 1814.00 J
97 j2605 20250923 1859.00 ... 1847.00 1868.50 J
98 j2606 20250923 1869.50 ... 1869.50 1899.50 J
99 j2607 20250923 1878.00 ... 1878.00 1902.50 J
100 j2608 20250923 1905.00 ... 1905.00 1931.50 J
101 j2609 20250923 1931.00 ... 1933.50 1948.00 J
102 jd2509 20250923 3120.00 ... 3120.00 3193.00 JD
103 jd2510 20250923 2982.00 ... 2962.00 3003.00 JD
104 jd2511 20250923 3069.00 ... 3070.00 3096.00 JD
105 jd2512 20250923 3182.00 ... 3192.00 3224.00 JD
106 jd2601 20250923 3363.00 ... 3366.00 3381.00 JD
107 jd2602 20250923 3123.00 ... 3125.00 3135.00 JD
108 jd2603 20250923 3142.00 ... 3140.00 3156.00 JD
109 jd2604 20250923 3306.00 ... 3288.00 3324.00 JD
110 jd2605 20250923 3426.00 ... 3406.00 3443.00 JD
111 jd2606 20250923 3240.00 ... 3232.00 3254.00 JD
112 jd2607 20250923 3479.00 ... 3471.00 3492.00 JD
113 jd2608 20250923 3920.00 ... 3918.00 3924.00 JD
114 jm2510 20250923 1036.00 ... 1019.00 1036.00 JM
115 jm2511 20250923 1081.00 ... 1069.50 1085.50 JM
116 jm2512 20250923 1147.50 ... 1140.50 1155.50 JM
117 jm2601 20250923 1214.00 ... 1209.50 1229.00 JM
118 jm2602 20250923 1239.50 ... 1232.50 1251.00 JM
119 jm2603 20250923 1259.00 ... 1254.50 1277.50 JM
120 jm2604 20250923 1275.50 ... 1276.00 1304.00 JM
121 jm2605 20250923 1305.00 ... 1301.00 1323.00 JM
122 jm2606 20250923 1315.00 ... 1314.50 1347.50 JM
123 jm2607 20250923 1326.50 ... 1329.50 1361.00 JM
124 jm2608 20250923 1346.00 ... 1345.50 1370.00 JM
125 jm2609 20250923 1376.00 ... 1370.50 1389.50 JM
126 l2510 20250923 7073.00 ... 7043.00 7074.00 L
127 l2511 20250923 7093.00 ... 7073.00 7107.00 L
128 l2512 20250923 7114.00 ... 7093.00 7133.00 L
129 l2601 20250923 7116.00 ... 7108.00 7153.00 L
130 l2602 20250923 7112.00 ... 7109.00 7155.00 L
131 l2603 20250923 7132.00 ... 7126.00 7167.00 L
132 l2604 20250923 7172.00 ... 7157.00 7216.00 L
133 l2605 20250923 7172.00 ... 7154.00 7204.00 L
134 l2606 20250923 7171.00 ... 7155.00 7195.00 L
135 l2607 20250923 7184.00 ... 7175.00 7206.00 L
136 l2608 20250923 7206.00 ... 7209.00 7223.00 L
137 l2609 20250923 7222.00 ... 7204.00 7237.00 L
138 lg2509 20250923 780.00 ... 780.00 780.00 LG
139 lg2511 20250923 808.00 ... 807.00 808.00 LG
140 lg2601 20250923 823.50 ... 820.00 821.00 LG
141 lg2603 20250923 825.50 ... 825.00 826.50 LG
142 lg2605 20250923 826.00 ... 827.00 830.50 LG
143 lg2607 20250923 830.00 ... 829.50 832.50 LG
144 lh2509 20250923 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250923 12760.00 ... 12730.00 12855.00 LH
146 lh2601 20250923 13310.00 ... 13280.00 13405.00 LH
147 lh2603 20250923 12745.00 ... 12685.00 12815.00 LH
148 lh2605 20250923 13230.00 ... 13130.00 13315.00 LH
149 lh2607 20250923 13905.00 ... 13780.00 13990.00 LH
150 m2511 20250923 2995.00 ... 2922.00 3003.00 M
151 m2512 20250923 3040.00 ... 2968.00 3048.00 M
152 m2601 20250923 3013.00 ... 2954.00 3030.00 M
153 m2603 20250923 2943.00 ... 2906.00 2968.00 M
154 m2605 20250923 2770.00 ... 2739.00 2784.00 M
155 m2607 20250923 2762.00 ... 2736.00 2776.00 M
156 m2608 20250923 2877.00 ... 2843.00 2887.00 M
157 m2609 20250923 2885.00 ... 2847.00 2893.00 M
158 p2510 20250923 9210.00 ... 8948.00 9244.00 P
159 p2511 20250923 9264.00 ... 9052.00 9278.00 P
160 p2512 20250923 9278.00 ... 9072.00 9292.00 P
161 p2601 20250923 9282.00 ... 9086.00 9326.00 P
162 p2602 20250923 9290.00 ... 9078.00 9276.00 P
163 p2603 20250923 9228.00 ... 9008.00 9276.00 P
164 p2604 20250923 9128.00 ... 8938.00 9216.00 P
165 p2605 20250923 9108.00 ... 8866.00 9120.00 P
166 p2606 20250923 8990.00 ... 8762.00 9002.00 P
167 p2607 20250923 8800.00 ... 8648.00 8894.00 P
168 p2608 20250923 8726.00 ... 8574.00 8834.00 P
169 p2609 20250923 8776.00 ... 8520.00 8768.00 P
170 pg2509 20250923 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250923 4314.00 ... 4318.00 4366.00 PG
172 pg2511 20250923 4258.00 ... 4247.00 4293.00 PG
173 pg2512 20250923 4194.00 ... 4185.00 4232.00 PG
174 pg2601 20250923 4132.00 ... 4123.00 4171.00 PG
175 pg2602 20250923 4056.00 ... 4055.00 4100.00 PG
176 pg2603 20250923 3994.00 ... 3977.00 4020.00 PG
177 pg2604 20250923 4348.00 ... 4332.00 4366.00 PG
178 pg2605 20250923 4261.00 ... 4246.00 4281.00 PG
179 pg2606 20250923 4197.00 ... 4197.00 4195.00 PG
180 pg2607 20250923 4134.00 ... 4134.00 4159.00 PG
181 pg2608 20250923 4080.00 ... 4080.00 4095.00 PG
182 pp2510 20250923 6755.00 ... 6750.00 6785.00 PP
183 pp2511 20250923 6796.00 ... 6782.00 6821.00 PP
184 pp2512 20250923 6839.00 ... 6818.00 6857.00 PP
185 pp2601 20250923 6866.00 ... 6850.00 6895.00 PP
186 pp2602 20250923 6852.00 ... 6836.00 6882.00 PP
187 pp2603 20250923 6839.00 ... 6840.00 6870.00 PP
188 pp2604 20250923 6887.00 ... 6876.00 6911.00 PP
189 pp2605 20250923 6905.00 ... 6900.00 6942.00 PP
190 pp2606 20250923 6877.00 ... 6852.00 6903.00 PP
191 pp2607 20250923 6865.00 ... 6842.00 6878.00 PP
192 pp2608 20250923 6871.00 ... 6859.00 6894.00 PP
193 pp2609 20250923 6900.00 ... 6892.00 6931.00 PP
194 rr2510 20250923 3614.00 ... 3619.00 3610.00 RR
195 rr2511 20250923 3616.00 ... 3615.00 3615.00 RR
196 rr2512 20250923 3616.00 ... 3615.00 3613.00 RR
197 rr2601 20250923 3622.00 ... 3620.00 3624.00 RR
198 rr2602 20250923 3606.00 ... 3606.00 3608.00 RR
199 rr2603 20250923 3612.00 ... 3612.00 3611.00 RR
200 rr2604 20250923 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250923 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250923 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250923 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250923 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250923 0.00 ... 3614.00 3614.00 RR
206 v2510 20250923 4798.00 ... 4784.00 4837.00 V
207 v2511 20250923 4848.00 ... 4819.00 4867.00 V
208 v2512 20250923 4884.00 ... 4859.00 4903.00 V
209 v2601 20250923 4927.00 ... 4903.00 4955.00 V
210 v2602 20250923 4969.00 ... 4939.00 5001.00 V
211 v2603 20250923 5002.00 ... 4976.00 5035.00 V
212 v2604 20250923 5198.00 ... 5179.00 5246.00 V
213 v2605 20250923 5232.00 ... 5203.00 5259.00 V
214 v2606 20250923 5251.00 ... 5248.00 5286.00 V
215 v2607 20250923 5281.00 ... 5269.00 5318.00 V
216 v2608 20250923 5333.00 ... 5308.00 5347.00 V
217 v2609 20250923 5352.00 ... 5331.00 5385.00 V
218 y2511 20250923 8354.00 ... 8128.00 8376.00 Y
219 y2512 20250923 8408.00 ... 8178.00 8402.00 Y
220 y2601 20250923 8310.00 ... 8136.00 8348.00 Y
221 y2603 20250923 8286.00 ... 8096.00 8282.00 Y
222 y2605 20250923 8042.00 ... 7860.00 8066.00 Y
223 y2607 20250923 8026.00 ... 7868.00 8026.00 Y
224 y2608 20250923 8000.00 ... 7852.00 8036.00 Y
225 y2609 20250923 8012.00 ... 7804.00 8000.00 Y
[226 rows x 12 columns]
2025-09-25 16:26:00,229 - future_1d - INFO - ak.get_dce_daily('2025-09-23') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250923 ... 79940 80130 CU
1 1 CU2511 20250923 ... 79940 80120 CU
2 2 CU2512 20250923 ... 79940 80120 CU
3 3 CU2601 20250923 ... 79920 80110 CU
4 4 CU2602 20250923 ... 79890 80100 CU
5 5 CU2603 20250923 ... 79880 80130 CU
6 6 CU2604 20250923 ... 79920 80170 CU
7 7 CU2605 20250923 ... 79890 80280 CU
8 8 CU2606 20250923 ... 79940 80260 CU
9 9 CU2607 20250923 ... 79930 80290 CU
10 10 CU2608 20250923 ... 79930 80210 CU
11 11 CU2609 20250923 ... 79940 80220 CU
12 12 BC2510 20250923 ... 70920 71050 BC
13 13 BC2511 20250923 ... 70990 71120 BC
14 14 BC2512 20250923 ... 71110 71490 BC
15 15 BC2601 20250923 ... 71300 71300 BC
16 16 BC2602 20250923 ... 71100 71100 BC
17 17 BC2603 20250923 ... 71210 71210 BC
18 18 BC2604 20250923 ... 71300 71300 BC
19 19 BC2605 20250923 ... 71300 71300 BC
20 20 BC2606 20250923 ... 71400 71400 BC
21 21 BC2607 20250923 ... 71400 71400 BC
22 22 BC2608 20250923 ... 71400 71400 BC
23 23 BC2609 20250923 ... 71550 71550 BC
24 24 AL2510 20250923 ... 20685 20760 AL
25 25 AL2511 20250923 ... 20685 20770 AL
26 26 AL2512 20250923 ... 20690 20765 AL
27 27 AL2601 20250923 ... 20690 20760 AL
28 28 AL2602 20250923 ... 20690 20765 AL
29 29 AL2603 20250923 ... 20715 20785 AL
30 30 AL2604 20250923 ... 20735 20840 AL
31 31 AL2605 20250923 ... 20740 20820 AL
32 32 AL2606 20250923 ... 20745 20820 AL
33 33 AL2607 20250923 ... 20745 20840 AL
34 34 AL2608 20250923 ... 20745 20830 AL
35 35 AL2609 20250923 ... 20775 20830 AL
36 36 ZN2510 20250923 ... 21945 21995 ZN
37 37 ZN2511 20250923 ... 21955 21995 ZN
38 38 ZN2512 20250923 ... 21955 22015 ZN
39 39 ZN2601 20250923 ... 21980 22035 ZN
40 40 ZN2602 20250923 ... 21980 22055 ZN
41 41 ZN2603 20250923 ... 21960 22070 ZN
42 42 ZN2604 20250923 ... 22020 22095 ZN
43 43 ZN2605 20250923 ... 22125 22145 ZN
44 44 ZN2606 20250923 ... 22105 22185 ZN
45 45 ZN2607 20250923 ... 22115 22205 ZN
46 46 ZN2608 20250923 ... 22140 22240 ZN
47 47 ZN2609 20250923 ... 22160 22305 ZN
48 48 PB2510 20250923 ... 17085 17120 PB
49 49 PB2511 20250923 ... 17125 17160 PB
50 50 PB2512 20250923 ... 17125 17170 PB
51 51 PB2601 20250923 ... 17095 17160 PB
52 52 PB2602 20250923 ... 17175 17175 PB
53 53 PB2603 20250923 ... 17125 17185 PB
54 54 PB2604 20250923 ... 17215 17185 PB
55 55 PB2605 20250923 ... 17150 17185 PB
56 56 PB2606 20250923 ... 17165 17195 PB
57 57 PB2607 20250923 ... 17180 17215 PB
58 58 PB2608 20250923 ... 17140 17220 PB
59 59 PB2609 20250923 ... 17185 17210 PB
60 60 NI2510 20250923 ... 121010 121440 NI
61 61 NI2511 20250923 ... 121170 121630 NI
62 62 NI2512 20250923 ... 121300 121810 NI
63 63 NI2601 20250923 ... 121540 122020 NI
64 64 NI2602 20250923 ... 121790 122170 NI
65 65 NI2603 20250923 ... 122010 122400 NI
66 66 NI2604 20250923 ... 122160 122780 NI
67 67 NI2605 20250923 ... 122370 122960 NI
68 68 NI2606 20250923 ... 122520 123530 NI
69 69 NI2607 20250923 ... 122800 123500 NI
70 70 NI2608 20250923 ... 123230 123810 NI
71 71 NI2609 20250923 ... 123490 123880 NI
72 72 SN2510 20250923 ... 270250 271360 SN
73 73 SN2511 20250923 ... 270590 271840 SN
74 74 SN2512 20250923 ... 270770 272050 SN
75 75 SN2601 20250923 ... 270840 272270 SN
76 76 SN2602 20250923 ... 270970 271620 SN
77 77 SN2603 20250923 ... 270870 271420 SN
78 78 SN2604 20250923 ... 271120 271610 SN
79 79 SN2605 20250923 ... 270970 272210 SN
80 80 SN2606 20250923 ... 271080 272850 SN
81 81 SN2607 20250923 ... 272210 272590 SN
82 82 SN2608 20250923 ... 272800 271030 SN
83 83 SN2609 20250923 ... 272720 274160 SN
84 84 AO2510 20250923 ... 2873 2915 AO
85 85 AO2511 20250923 ... 2877 2914 AO
86 86 AO2512 20250923 ... 2887 2924 AO
87 87 AO2601 20250923 ... 2899 2934 AO
88 88 AO2602 20250923 ... 2905 2938 AO
89 89 AO2603 20250923 ... 2974 3008 AO
90 90 AO2604 20250923 ... 2996 3016 AO
91 91 AO2605 20250923 ... 2992 3026 AO
92 92 AO2606 20250923 ... 3007 3031 AO
93 93 AO2607 20250923 ... 3008 3040 AO
94 94 AO2608 20250923 ... 3020 3044 AO
95 95 AO2609 20250923 ... 3030 3076 AO
96 96 AD2511 20250923 ... 20230 20315 AD
97 97 AD2512 20250923 ... 20260 20340 AD
98 98 AD2601 20250923 ... 20275 20355 AD
99 99 AD2602 20250923 ... 20285 20355 AD
100 100 AD2603 20250923 ... 20300 20415 AD
101 101 AD2604 20250923 ... 20320 20345 AD
102 102 AD2605 20250923 ... 20320 20340 AD
103 103 AD2606 20250923 ... 20305 20305 AD
104 104 AD2607 20250923 ... 20510 20510 AD
105 105 AD2608 20250923 ... 20515 20515 AD
106 106 AD2609 20250923 ... 20335 20515 AD
107 107 AU2510 20250923 ... 847.78 835.38 AU
108 108 AU2511 20250923 ... 850.82 839.18 AU
109 109 AU2512 20250923 ... 851.2 838.74 AU
110 110 AU2602 20250923 ... 853.94 841.9 AU
111 111 AU2604 20250923 ... 855.86 844.64 AU
112 112 AU2606 20250923 ... 858.76 845.2 AU
113 113 AU2608 20250923 ... 861.04 848.34 AU
114 114 AU2610 20250923 ... 864.14 850.26 AU
115 115 AG2510 20250923 ... 10273 10136 AG
116 116 AG2511 20250923 ... 10294 10147 AG
117 117 AG2512 20250923 ... 10311 10168 AG
118 118 AG2601 20250923 ... 10318 10181 AG
119 119 AG2602 20250923 ... 10328 10181 AG
120 120 AG2603 20250923 ... 10346 10236 AG
121 121 AG2604 20250923 ... 10349 10233 AG
122 122 AG2605 20250923 ... 10372 10242 AG
123 123 AG2606 20250923 ... 10389 10262 AG
124 124 AG2607 20250923 ... 10399 10281 AG
125 125 AG2608 20250923 ... 10418 10291 AG
126 126 AG2609 20250923 ... 10429 10322 AG
127 127 RB2510 20250923 ... 3074 3093 RB
128 128 RB2511 20250923 ... 3088 3109 RB
129 129 RB2512 20250923 ... 3140 3161 RB
130 130 RB2601 20250923 ... 3163 3187 RB
131 131 RB2602 20250923 ... 3163 3188 RB
132 132 RB2603 20250923 ... 3182 3210 RB
133 133 RB2604 20250923 ... 3200 3222 RB
134 134 RB2605 20250923 ... 3220 3245 RB
135 135 RB2606 20250923 ... 3233 3257 RB
136 136 RB2607 20250923 ... 3248 3272 RB
137 137 RB2608 20250923 ... 3242 3266 RB
138 138 RB2609 20250923 ... 3248 3274 RB
139 139 WR2510 20250923 ... 3275 3289 WR
140 140 WR2511 20250923 ... 3302 3302 WR
141 141 WR2512 20250923 ... 3324 3324 WR
142 142 WR2601 20250923 ... 3337 3349 WR
143 143 WR2602 20250923 ... 3330 3358 WR
144 144 WR2603 20250923 ... 3399 3399 WR
145 145 WR2604 20250923 ... 3389 3389 WR
146 146 WR2605 20250923 ... 3414 3414 WR
147 147 WR2606 20250923 ... 3372 3372 WR
148 148 WR2607 20250923 ... 3390 3390 WR
149 149 WR2608 20250923 ... 3371 3399 WR
150 150 WR2609 20250923 ... 3450 3466 WR
151 151 HC2510 20250923 ... 3396 3424 HC
152 152 HC2511 20250923 ... 3377 3408 HC
153 153 HC2512 20250923 ... 3356 3392 HC
154 154 HC2601 20250923 ... 3349 3385 HC
155 155 HC2602 20250923 ... 3345 3383 HC
156 156 HC2603 20250923 ... 3350 3385 HC
157 157 HC2604 20250923 ... 3356 3388 HC
158 158 HC2605 20250923 ... 3358 3393 HC
159 159 HC2606 20250923 ... 3370 3399 HC
160 160 HC2607 20250923 ... 3376 3405 HC
161 161 HC2608 20250923 ... 3378 3392 HC
162 162 HC2609 20250923 ... 3378 3396 HC
163 163 SS2510 20250923 ... 12790 12795 SS
164 164 SS2511 20250923 ... 12905 12910 SS
165 165 SS2512 20250923 ... 12940 12945 SS
166 166 SS2601 20250923 ... 13005 13015 SS
167 167 SS2602 20250923 ... 13065 13075 SS
168 168 SS2603 20250923 ... 13125 13140 SS
169 169 SS2604 20250923 ... 13190 13195 SS
170 170 SS2605 20250923 ... 13255 13265 SS
171 171 SS2606 20250923 ... 13305 13310 SS
172 172 SS2607 20250923 ... 13340 13360 SS
173 173 SS2608 20250923 ... 13420 13395 SS
174 174 SS2609 20250923 ... 13485 13475 SS
175 175 SC2510 20250923 ... 477.6 485.5 SC
176 176 SC2511 20250923 ... 475.3 484.2 SC
177 177 SC2512 20250923 ... 475.6 483.6 SC
178 178 SC2601 20250923 ... 475.6 482.9 SC
179 179 SC2602 20250923 ... 475.1 481.8 SC
180 180 SC2603 20250923 ... 474.4 481.1 SC
181 181 SC2604 20250923 ... 475.3 481.3 SC
182 182 SC2605 20250923 ... 475 480.9 SC
183 183 SC2606 20250923 ... 474.4 480.2 SC
184 184 SC2607 20250923 ... 472.8 480.4 SC
185 185 SC2608 20250923 ... 472.8 478 SC
186 186 SC2609 20250923 ... 471.8 477.7 SC
187 187 SC2612 20250923 ... 469.8 473.9 SC
188 188 SC2703 20250923 ... 472 475.1 SC
189 189 SC2706 20250923 ... 469.2 469.2 SC
190 190 SC2709 20250923 ... 470 473.2 SC
191 191 SC2712 20250923 ... 466.3 466.3 SC
192 192 SC2803 20250923 ... 468 470 SC
193 193 SC2806 20250923 ... 458.9 462.8 SC
194 194 SC2809 20250923 ... 461 465.7 SC
195 195 LU2510 20250923 ... 3317 3351 LU
196 196 LU2511 20250923 ... 3345 3373 LU
197 197 LU2512 20250923 ... 3328 3354 LU
198 198 LU2601 20250923 ... 3318 3342 LU
199 199 LU2602 20250923 ... 3309 3334 LU
200 200 LU2603 20250923 ... 3301 3326 LU
201 201 LU2604 20250923 ... 3294 3323 LU
202 202 LU2605 20250923 ... 3304 3326 LU
203 203 LU2606 20250923 ... 3297 3319 LU
204 204 LU2607 20250923 ... 3278 3307 LU
205 205 LU2608 20250923 ... 3274 3306 LU
206 206 LU2609 20250923 ... 3268 3292 LU
207 207 FU2510 20250923 ... 2770 2803 FU
208 208 FU2511 20250923 ... 2797 2818 FU
209 209 FU2512 20250923 ... 2776 2796 FU
210 210 FU2601 20250923 ... 2758 2778 FU
211 211 FU2602 20250923 ... 2744 2761 FU
212 212 FU2603 20250923 ... 2736 2754 FU
213 213 FU2604 20250923 ... 2730 2749 FU
214 214 FU2605 20250923 ... 2718 2739 FU
215 215 FU2606 20250923 ... 2710 2732 FU
216 216 FU2607 20250923 ... 2690 2713 FU
217 217 FU2608 20250923 ... 2684 2708 FU
218 218 FU2609 20250923 ... 2674 2695 FU
219 219 BU2510 20250923 ... 3387 3421 BU
220 220 BU2511 20250923 ... 3377 3414 BU
221 221 BU2512 20250923 ... 3324 3364 BU
222 222 BU2601 20250923 ... 3291 3336 BU
223 223 BU2602 20250923 ... 3298 3340 BU
224 224 BU2603 20250923 ... 3306 3342 BU
225 225 BU2604 20250923 ... 3312 3346 BU
226 226 BU2605 20250923 ... 3308 3346 BU
227 227 BU2606 20250923 ... 3309 3337 BU
228 228 BU2607 20250923 ... 3310 3330 BU
229 229 BU2608 20250923 ... 3302 3337 BU
230 230 BU2609 20250923 ... 3304 3332 BU
231 231 BU2612 20250923 ... 3276 3297 BU
232 232 BU2703 20250923 ... 3281 3312 BU
233 233 BU2706 20250923 ... 3289 3308 BU
234 234 BU2709 20250923 ... 3297 3337 BU
235 235 BR2510 20250923 ... 11545 11565 BR
236 236 BR2511 20250923 ... 11480 11495 BR
237 237 BR2512 20250923 ... 11465 11475 BR
238 238 BR2601 20250923 ... 11460 11475 BR
239 239 BR2602 20250923 ... 11500 11485 BR
240 240 BR2603 20250923 ... 11570 11470 BR
241 241 BR2604 20250923 ... 11540 11535 BR
242 242 BR2605 20250923 ... 11510 11545 BR
243 243 BR2606 20250923 ... 11620 11630 BR
244 244 BR2607 20250923 ... 11680 11730 BR
245 245 BR2608 20250923 ... 11685 11715 BR
246 246 BR2609 20250923 ... 11675 11675 BR
247 247 RU2510 20250923 ... 14780 14745 RU
248 248 RU2511 20250923 ... 14695 14675 RU
249 249 RU2601 20250923 ... 15570 15560 RU
250 250 RU2603 20250923 ... 15510 15560 RU
251 251 RU2604 20250923 ... 15505 15550 RU
252 252 RU2605 20250923 ... 15525 15540 RU
253 253 RU2606 20250923 ... 15655 15580 RU
254 254 RU2607 20250923 ... 15575 15580 RU
255 255 RU2608 20250923 ... 15680 15735 RU
256 256 RU2609 20250923 ... 15575 15610 RU
257 257 NR2510 20250923 ... 12390 12340 NR
258 258 NR2511 20250923 ... 12435 12365 NR
259 259 NR2512 20250923 ... 12445 12385 NR
260 260 NR2601 20250923 ... 12475 12405 NR
261 261 NR2602 20250923 ... 12460 12420 NR
262 262 NR2603 20250923 ... 12505 12385 NR
263 263 NR2604 20250923 ... 12525 12440 NR
264 264 NR2605 20250923 ... 12505 12485 NR
265 265 NR2606 20250923 ... 12495 12495 NR
266 266 NR2607 20250923 ... 12650 12650 NR
267 267 NR2608 20250923 ... 12685 12685 NR
268 268 NR2609 20250923 ... 12510 12510 NR
269 269 SP2510 20250923 ... 4984 4980 SP
270 270 SP2511 20250923 ... 5006 5006 SP
271 271 SP2512 20250923 ... 5026 5024 SP
272 272 SP2601 20250923 ... 5274 5298 SP
273 273 SP2602 20250923 ... 5264 5286 SP
274 274 SP2603 20250923 ... 5282 5304 SP
275 275 SP2604 20250923 ... 5286 5320 SP
276 276 SP2605 20250923 ... 5300 5316 SP
277 277 SP2606 20250923 ... 5308 5320 SP
278 278 SP2607 20250923 ... 5310 5322 SP
279 279 SP2608 20250923 ... 5312 5330 SP
280 280 SP2609 20250923 ... 5308 5340 SP
281 281 OP2601 20250923 ... 4230 4238 OP
282 282 OP2602 20250923 ... 4228 4232 OP
283 283 OP2603 20250923 ... 4238 4258 OP
284 284 OP2604 20250923 ... 4262 4270 OP
285 285 OP2605 20250923 ... 4276 4286 OP
286 286 OP2606 20250923 ... 4242 4242 OP
287 287 OP2607 20250923 ... 4258 4258 OP
288 288 OP2608 20250923 ... 4238 4260 OP
289 289 OP2609 20250923 ... 4342 4342 OP
290 290 EC2510 20250923 ... 1085.4 1102 EC
291 291 EC2512 20250923 ... 1622.5 1669.2 EC
292 292 EC2602 20250923 ... 1536.9 1586.4 EC
293 293 EC2604 20250923 ... 1235.7 1274.4 EC
294 294 EC2606 20250923 ... 1422.5 1454.8 EC
295 295 EC2608 20250923 ... 1591.2 1606.8 EC
296 298 SC_TAS2511 20250923 ... SC_TAS
297 299 SC_TAS2512 20250923 ... SC_TAS
298 300 SC_TAS2601 20250923 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 16:26:00,341 - future_1d - INFO - ak.get_shfe_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 PS2510 20250923 51015.0 ... 50335.0 51890.0 PS
1 PS2511 20250923 50900.0 ... 50170.0 51675.0 PS
2 PS2512 20250923 53420.0 ... 52510.0 54225.0 PS
3 PS2601 20250923 53070.0 ... 52240.0 54065.0 PS
4 PS2602 20250923 53345.0 ... 52145.0 54595.0 PS
5 PS2603 20250923 53410.0 ... 51780.0 54490.0 PS
6 PS2604 20250923 53440.0 ... 52115.0 54165.0 PS
7 PS2605 20250923 53100.0 ... 51960.0 53990.0 PS
8 PS2606 20250923 55615.0 ... 54160.0 56335.0 PS
9 PS2607 20250923 55715.0 ... 53800.0 56470.0 PS
10 PS2608 20250923 55385.0 ... 53725.0 56380.0 PS
11 PS2609 20250923 55295.0 ... 53680.0 56245.0 PS
13 SI2510 20250923 8900.0 ... 8905.0 9110.0 SI
14 SI2511 20250923 8930.0 ... 8945.0 9135.0 SI
15 SI2512 20250923 9330.0 ... 9350.0 9520.0 SI
16 SI2601 20250923 9310.0 ... 9305.0 9515.0 SI
17 SI2602 20250923 9320.0 ... 9320.0 9525.0 SI
18 SI2603 20250923 9390.0 ... 9340.0 9510.0 SI
19 SI2604 20250923 9330.0 ... 9335.0 9500.0 SI
20 SI2605 20250923 9330.0 ... 9355.0 9520.0 SI
21 SI2606 20250923 9345.0 ... 9335.0 9545.0 SI
22 SI2607 20250923 9380.0 ... 9355.0 9510.0 SI
23 SI2608 20250923 9340.0 ... 9350.0 9560.0 SI
24 SI2609 20250923 9380.0 ... 9360.0 9575.0 SI
27 LC2510 20250923 72880.0 ... 73160.0 73660.0 LC
28 LC2511 20250923 73040.0 ... 73460.0 73780.0 LC
29 LC2512 20250923 73240.0 ... 73540.0 73940.0 LC
30 LC2601 20250923 74160.0 ... 73440.0 73880.0 LC
31 LC2602 20250923 73120.0 ... 73360.0 73580.0 LC
32 LC2603 20250923 73520.0 ... 73320.0 73840.0 LC
33 LC2604 20250923 74180.0 ... 73900.0 74240.0 LC
34 LC2605 20250923 73860.0 ... 73800.0 74280.0 LC
35 LC2606 20250923 73700.0 ... 73500.0 74180.0 LC
36 LC2607 20250923 73460.0 ... 73440.0 73980.0 LC
37 LC2608 20250923 73600.0 ... 73500.0 74100.0 LC
38 LC2609 20250923 73680.0 ... 73580.0 74020.0 LC
[36 rows x 12 columns]
2025-09-25 16:26:00,564 - future_1d - INFO - ak.get_gfex_daily('2025-09-23') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250923 8450.0 8490.0 ... 23932.02 8472.0 8448.0 AP
1 AP511 20250923 8251.0 8288.0 ... 7593.47 8263.0 8220.0 AP
2 AP512 20250923 8252.0 8254.0 ... 543.07 8228.0 8205.0 AP
3 AP601 20250923 8293.0 8322.0 ... 349547.15 8285.0 8256.0 AP
4 AP603 20250923 8191.0 8208.0 ... 220.83 8179.0 8172.0 AP
5 AP604 20250923 8155.0 8156.0 ... 48.92 8154.0 8169.0 AP
6 AP605 20250923 8238.0 8239.0 ... 2657.67 8203.0 8195.0 AP
7 CF511 20250923 13505.0 13540.0 ... 335967.69 13490.0 13520.0 CF
8 CF601 20250923 13600.0 13605.0 ... 1633174.42 13545.0 13635.0 CF
9 CF603 20250923 13565.0 13565.0 ... 3271.99 13520.0 13605.0 CF
10 CF605 20250923 13620.0 13620.0 ... 227380.36 13560.0 13640.0 CF
11 CF607 20250923 13590.0 13600.0 ... 821.13 13570.0 13645.0 CF
12 CF609 20250923 13760.0 13780.0 ... 336.51 13735.0 13825.0 CF
13 CJ512 20250923 10680.0 10780.0 ... 1889.48 10735.0 10695.0 CJ
14 CJ601 20250923 10700.0 10820.0 ... 569998.00 10760.0 10710.0 CJ
15 CJ603 20250923 10660.0 10795.0 ... 10673.59 10745.0 10665.0 CJ
16 CJ605 20250923 10700.0 10820.0 ... 77130.91 10760.0 10680.0 CJ
17 CJ607 20250923 10825.0 10925.0 ... 1770.36 10860.0 10785.0 CJ
18 CJ609 20250923 10950.0 11000.0 ... 197.45 10970.0 10905.0 CJ
19 CY510 20250923 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250923 19640.0 19695.0 ... 96808.01 19640.0 19665.0 CY
21 CY512 20250923 0.0 0.0 ... 0.00 19495.0 19590.0 CY
22 CY601 20250923 19655.0 19675.0 ... 2238.56 19635.0 19700.0 CY
23 CY602 20250923 0.0 0.0 ... 0.00 19745.0 19790.0 CY
24 CY603 20250923 0.0 0.0 ... 0.00 19735.0 19705.0 CY
25 CY604 20250923 0.0 0.0 ... 0.00 19730.0 19790.0 CY
26 CY605 20250923 19835.0 19835.0 ... 29.67 19780.0 19910.0 CY
27 CY606 20250923 0.0 0.0 ... 0.00 19735.0 19845.0 CY
28 CY607 20250923 0.0 0.0 ... 0.00 20005.0 20150.0 CY
29 CY608 20250923 0.0 0.0 ... 0.00 19810.0 19810.0 CY
30 CY609 20250923 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250923 1082.0 1083.0 ... 8381.67 1073.0 1089.0 FG
32 FG511 20250923 1077.0 1077.0 ... 195070.28 1067.0 1087.0 FG
33 FG512 20250923 1196.0 1197.0 ... 91030.90 1184.0 1211.0 FG
34 FG601 20250923 1195.0 1195.0 ... 4359055.58 1181.0 1212.0 FG
35 FG602 20250923 1248.0 1254.0 ... 77124.71 1240.0 1263.0 FG
36 FG603 20250923 1257.0 1257.0 ... 3286.93 1245.0 1274.0 FG
37 FG604 20250923 1318.0 1321.0 ... 719.35 1308.0 1332.0 FG
38 FG605 20250923 1327.0 1327.0 ... 169356.31 1310.0 1339.0 FG
39 FG606 20250923 1349.0 1349.0 ... 854.70 1340.0 1366.0 FG
40 FG607 20250923 1350.0 1350.0 ... 1643.94 1339.0 1366.0 FG
41 FG608 20250923 1392.0 1392.0 ... 1223.87 1384.0 1400.0 FG
42 FG609 20250923 1399.0 1399.0 ... 5673.52 1388.0 1405.0 FG
43 JR511 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250923 2250.0 2258.0 ... 3747.47 2249.0 2263.0 MA
52 MA511 20250923 2278.0 2289.0 ... 206723.97 2278.0 2291.0 MA
53 MA512 20250923 2324.0 2328.0 ... 194794.73 2320.0 2330.0 MA
54 MA601 20250923 2339.0 2351.0 ... 1088354.07 2340.0 2353.0 MA
55 MA602 20250923 2364.0 2373.0 ... 134806.42 2363.0 2374.0 MA
56 MA603 20250923 2384.0 2396.0 ... 801.17 2384.0 2398.0 MA
57 MA604 20250923 2391.0 2391.0 ... 11.90 2379.0 2393.0 MA
58 MA605 20250923 2371.0 2380.0 ... 53597.43 2371.0 2379.0 MA
59 MA606 20250923 2383.0 2383.0 ... 4.76 2380.0 2386.0 MA
60 MA607 20250923 2360.0 2364.0 ... 37.69 2356.0 2367.0 MA
61 MA608 20250923 2349.0 2361.0 ... 7.06 2354.0 2360.0 MA
62 MA609 20250923 2337.0 2345.0 ... 2365.82 2333.0 2337.0 MA
63 OI511 20250923 10287.0 10290.0 ... 737228.24 10202.0 10272.0 OI
64 OI601 20250923 10118.0 10121.0 ... 4204398.12 10026.0 10102.0 OI
65 OI603 20250923 9838.0 9849.0 ... 5661.95 9745.0 9851.0 OI
66 OI605 20250923 9608.0 9617.0 ... 246149.62 9498.0 9607.0 OI
67 OI607 20250923 9551.0 9551.0 ... 1048.77 9448.0 9568.0 OI
68 OI609 20250923 9501.0 9506.0 ... 649.85 9418.0 9532.0 OI
69 PF510 20250923 6260.0 6262.0 ... 5991.79 6242.0 6296.0 PF
70 PF511 20250923 6254.0 6256.0 ... 499030.51 6234.0 6278.0 PF
71 PF512 20250923 6218.0 6220.0 ... 287371.85 6202.0 6244.0 PF
72 PF601 20250923 6270.0 6270.0 ... 35246.28 6246.0 6298.0 PF
73 PF602 20250923 6260.0 6272.0 ... 81677.67 6258.0 6300.0 PF
74 PF603 20250923 6262.0 6266.0 ... 50.06 6258.0 6314.0 PF
75 PF604 20250923 6314.0 6316.0 ... 22.08 6308.0 6366.0 PF
76 PF605 20250923 6332.0 6332.0 ... 34.82 6332.0 6378.0 PF
77 PF606 20250923 0.0 0.0 ... 0.00 6364.0 6376.0 PF
78 PF607 20250923 0.0 0.0 ... 0.00 6378.0 6412.0 PF
79 PF608 20250923 0.0 0.0 ... 0.00 6392.0 6420.0 PF
80 PF609 20250923 6408.0 6408.0 ... 3.20 6408.0 6428.0 PF
81 PK510 20250923 7794.0 7816.0 ... 3624.08 7794.0 7818.0 PK
82 PK511 20250923 7790.0 7802.0 ... 380149.50 7772.0 7820.0 PK
83 PK512 20250923 7802.0 7812.0 ... 166386.10 7788.0 7828.0 PK
84 PK601 20250923 7820.0 7820.0 ... 58162.67 7796.0 7832.0 PK
85 PK603 20250923 7828.0 7834.0 ... 297.03 7818.0 7852.0 PK
86 PK604 20250923 7836.0 7836.0 ... 58.72 7830.0 7850.0 PK
87 PK605 20250923 7846.0 7846.0 ... 2961.37 7834.0 7862.0 PK
88 PL601 20250923 6319.0 6348.0 ... 53121.68 6332.0 6373.0 PL
89 PL602 20250923 6366.0 6373.0 ... 165.58 6369.0 6412.0 PL
90 PL603 20250923 0.0 0.0 ... 0.00 6402.0 6421.0 PL
91 PL604 20250923 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250923 0.0 0.0 ... 0.00 6327.0 6345.0 PL
93 PL606 20250923 0.0 0.0 ... 0.00 6384.0 6384.0 PL
94 PL607 20250923 0.0 0.0 ... 0.00 6410.0 6439.0 PL
95 PL608 20250923 0.0 0.0 ... 0.00 6499.0 6500.0 PL
96 PL609 20250923 0.0 0.0 ... 0.00 6490.0 6500.0 PL
97 PM511 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250923 5756.0 5784.0 ... 3373.82 5752.0 5788.0 PR
104 PR511 20250923 5732.0 5734.0 ... 474277.75 5708.0 5756.0 PR
105 PR512 20250923 5730.0 5740.0 ... 546543.29 5712.0 5760.0 PR
106 PR601 20250923 5734.0 5734.0 ... 178133.22 5712.0 5760.0 PR
107 PR602 20250923 5756.0 6124.0 ... 397.18 5756.0 5780.0 PR
108 PR603 20250923 5778.0 6136.0 ... 398.15 5770.0 5810.0 PR
109 PR604 20250923 5766.0 5800.0 ... 173.45 5782.0 5820.0 PR
110 PR605 20250923 5794.0 5812.0 ... 130.32 5792.0 5828.0 PR
111 PR606 20250923 0.0 0.0 ... 0.00 5860.0 5904.0 PR
112 PR607 20250923 5848.0 5848.0 ... 8.77 5848.0 5912.0 PR
113 PR608 20250923 0.0 0.0 ... 0.00 5870.0 5914.0 PR
114 PR609 20250923 0.0 0.0 ... 0.00 5870.0 5888.0 PR
115 PX510 20250923 6592.0 6592.0 ... 817.21 6564.0 6666.0 PX
116 PX511 20250923 6566.0 6570.0 ... 536097.15 6534.0 6602.0 PX
117 PX512 20250923 6564.0 6564.0 ... 232067.56 6526.0 6594.0 PX
118 PX601 20250923 6550.0 6550.0 ... 118298.50 6518.0 6588.0 PX
119 PX602 20250923 6548.0 6552.0 ... 10757.76 6524.0 6590.0 PX
120 PX603 20250923 6524.0 6524.0 ... 13.02 6512.0 6584.0 PX
121 PX604 20250923 0.0 0.0 ... 0.00 6540.0 6600.0 PX
122 PX605 20250923 6530.0 6558.0 ... 3227.44 6528.0 6586.0 PX
123 PX606 20250923 0.0 0.0 ... 0.00 6558.0 6620.0 PX
124 PX607 20250923 6528.0 6614.0 ... 45.96 6566.0 6586.0 PX
125 PX608 20250923 6550.0 6550.0 ... 6.55 6548.0 6602.0 PX
126 PX609 20250923 6580.0 6580.0 ... 3.29 6580.0 6634.0 PX
127 RI511 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250923 2534.0 2537.0 ... 33070.36 2493.0 2553.0 RM
134 RM601 20250923 2519.0 2519.0 ... 1206857.30 2468.0 2533.0 RM
135 RM603 20250923 2407.0 2409.0 ... 26030.09 2368.0 2423.0 RM
136 RM605 20250923 2367.0 2369.0 ... 257422.45 2338.0 2384.0 RM
137 RM607 20250923 2356.0 2356.0 ... 16271.20 2328.0 2373.0 RM
138 RM608 20250923 2455.0 2455.0 ... 2317.59 2427.0 2470.0 RM
139 RM609 20250923 2442.0 2462.0 ... 6438.24 2426.0 2458.0 RM
140 RS511 20250923 5306.0 5330.0 ... 90.06 5297.0 5346.0 RS
141 RS607 20250923 5519.0 5574.0 ... 166.34 5545.0 5570.0 RS
142 RS608 20250923 5526.0 5571.0 ... 177.37 5543.0 5579.0 RS
143 RS609 20250923 5534.0 5584.0 ... 122.16 5553.0 5588.0 RS
144 SA510 20250923 1205.0 1209.0 ... 13784.78 1200.0 1219.0 SA
145 SA511 20250923 1217.0 1218.0 ... 630620.16 1209.0 1233.0 SA
146 SA512 20250923 1278.0 1280.0 ... 303270.59 1267.0 1298.0 SA
147 SA601 20250923 1287.0 1290.0 ... 3200531.21 1278.0 1307.0 SA
148 SA602 20250923 1322.0 1323.0 ... 302874.97 1308.0 1344.0 SA
149 SA603 20250923 1329.0 1363.0 ... 5013.19 1317.0 1345.0 SA
150 SA604 20250923 1375.0 1375.0 ... 1850.53 1359.0 1387.0 SA
151 SA605 20250923 1380.0 1385.0 ... 179470.47 1364.0 1397.0 SA
152 SA606 20250923 1391.0 1392.0 ... 1518.85 1378.0 1409.0 SA
153 SA607 20250923 1393.0 1394.0 ... 1744.90 1380.0 1411.0 SA
154 SA608 20250923 1431.0 1431.0 ... 1465.37 1417.0 1441.0 SA
155 SA609 20250923 1438.0 1438.0 ... 6767.03 1423.0 1447.0 SA
156 SF510 20250923 5464.0 5544.0 ... 6162.35 5508.0 5510.0 SF
157 SF511 20250923 5642.0 5734.0 ... 696479.14 5692.0 5692.0 SF
158 SF512 20250923 5658.0 5718.0 ... 225000.00 5676.0 5708.0 SF
159 SF601 20250923 5636.0 5706.0 ... 191019.14 5664.0 5672.0 SF
160 SF602 20250923 5586.0 5668.0 ... 33277.91 5628.0 5632.0 SF
161 SF603 20250923 5810.0 5810.0 ... 54.94 5784.0 5810.0 SF
162 SF604 20250923 0.0 0.0 ... 0.00 5832.0 5876.0 SF
163 SF605 20250923 5758.0 5820.0 ... 2607.62 5776.0 5794.0 SF
164 SF606 20250923 5730.0 5774.0 ... 183.61 5738.0 5728.0 SF
165 SF607 20250923 5900.0 5900.0 ... 41.12 5876.0 5920.0 SF
166 SF608 20250923 5834.0 5856.0 ... 8.77 5846.0 5906.0 SF
167 SF609 20250923 5904.0 5904.0 ... 111.22 5854.0 5890.0 SF
168 SH510 20250923 2497.0 2506.0 ... 23584.32 2474.0 2517.0 SH
169 SH511 20250923 2518.0 2535.0 ... 712883.24 2493.0 2553.0 SH
170 SH512 20250923 2590.0 2598.0 ... 396488.93 2551.0 2615.0 SH
171 SH601 20250923 2594.0 2603.0 ... 3220884.00 2555.0 2622.0 SH
172 SH602 20250923 2618.0 2624.0 ... 58040.99 2573.0 2640.0 SH
173 SH603 20250923 2636.0 2637.0 ... 1941.86 2589.0 2662.0 SH
174 SH604 20250923 2681.0 2681.0 ... 386.46 2629.0 2697.0 SH
175 SH605 20250923 2688.0 2694.0 ... 24995.82 2648.0 2707.0 SH
176 SH606 20250923 2689.0 2695.0 ... 431.06 2661.0 2717.0 SH
177 SH607 20250923 2661.0 2668.0 ... 119.10 2647.0 2716.0 SH
178 SH608 20250923 2699.0 2699.0 ... 87.61 2655.0 2715.0 SH
179 SH609 20250923 2704.0 2704.0 ... 577.67 2674.0 2722.0 SH
180 SM510 20250923 5742.0 5838.0 ... 5693.78 5790.0 5798.0 SM
181 SM511 20250923 5844.0 5918.0 ... 260909.85 5862.0 5896.0 SM
182 SM512 20250923 5858.0 5924.0 ... 95495.91 5866.0 5906.0 SM
183 SM601 20250923 5858.0 5940.0 ... 725733.20 5890.0 5884.0 SM
184 SM602 20250923 5866.0 5948.0 ... 110787.74 5892.0 5936.0 SM
185 SM603 20250923 5902.0 5956.0 ... 381.97 5922.0 5894.0 SM
186 SM604 20250923 5940.0 5944.0 ... 23.75 5938.0 5992.0 SM
187 SM605 20250923 5918.0 5978.0 ... 10115.74 5930.0 5920.0 SM
188 SM606 20250923 5918.0 5918.0 ... 2.96 5918.0 5906.0 SM
189 SM607 20250923 5936.0 5952.0 ... 14.85 5940.0 5984.0 SM
190 SM608 20250923 5928.0 5928.0 ... 2.96 5928.0 5966.0 SM
191 SM609 20250923 5980.0 6008.0 ... 534.55 5974.0 5962.0 SM
192 SR511 20250923 5500.0 5516.0 ... 155873.47 5496.0 5497.0 SR
193 SR601 20250923 5451.0 5457.0 ... 1208829.22 5440.0 5461.0 SR
194 SR603 20250923 5450.0 5450.0 ... 6275.57 5424.0 5450.0 SR
195 SR605 20250923 5430.0 5435.0 ... 126861.56 5414.0 5442.0 SR
196 SR607 20250923 5448.0 5449.0 ... 5980.90 5427.0 5451.0 SR
197 SR609 20250923 5458.0 5459.0 ... 3040.49 5439.0 5465.0 SR
198 TA510 20250923 4522.0 4524.0 ... 18585.90 4512.0 4562.0 TA
199 TA511 20250923 4542.0 4546.0 ... 251751.50 4528.0 4576.0 TA
200 TA512 20250923 4560.0 4560.0 ... 100162.00 4540.0 4588.0 TA
201 TA601 20250923 4562.0 4568.0 ... 1376736.09 4550.0 4596.0 TA
202 TA602 20250923 4566.0 4578.0 ... 19993.68 4560.0 4606.0 TA
203 TA603 20250923 4576.0 4588.0 ... 157.71 4572.0 4630.0 TA
204 TA604 20250923 4580.0 4588.0 ... 6.87 4584.0 4618.0 TA
205 TA605 20250923 4600.0 4610.0 ... 54237.18 4592.0 4636.0 TA
206 TA606 20250923 4608.0 4608.0 ... 20.68 4596.0 4640.0 TA
207 TA607 20250923 4610.0 4624.0 ... 27.66 4610.0 4658.0 TA
208 TA608 20250923 4626.0 4628.0 ... 9.25 4626.0 4676.0 TA
209 TA609 20250923 4634.0 4642.0 ... 243.28 4634.0 4672.0 TA
210 UR510 20250923 1558.0 1566.0 ... 5681.73 1559.0 1561.0 UR
211 UR511 20250923 1630.0 1640.0 ... 57725.64 1634.0 1635.0 UR
212 UR512 20250923 1648.0 1653.0 ... 16640.84 1648.0 1648.0 UR
213 UR601 20250923 1655.0 1664.0 ... 373093.20 1658.0 1658.0 UR
214 UR602 20250923 1665.0 1671.0 ... 589.60 1666.0 1664.0 UR
215 UR603 20250923 1712.0 1714.0 ... 71.83 1710.0 1711.0 UR
216 UR604 20250923 1711.0 1715.0 ... 27.40 1713.0 1712.0 UR
217 UR605 20250923 1712.0 1718.0 ... 18504.79 1713.0 1716.0 UR
218 UR606 20250923 1713.0 1718.0 ... 181.69 1714.0 1717.0 UR
219 UR607 20250923 1748.0 1749.0 ... 188.59 1746.0 1753.0 UR
220 UR608 20250923 1745.0 1745.0 ... 24.39 1742.0 1747.0 UR
221 UR609 20250923 1735.0 1739.0 ... 350.40 1735.0 1740.0 UR
222 WH511 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 16:26:00,835 - future_1d - INFO - ak.get_czce_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 IC2510 20250923 7156.800 ... 7034.000 7124.600 IC
1 IC2511 20250923 7093.200 ... 6972.000 7056.600 IC
2 IC2512 20250923 7033.000 ... 6888.200 6995.000 IC
3 IC2603 20250923 6857.000 ... 6715.600 6825.000 IC
4 IF2510 20250923 4516.800 ... 4482.000 4497.400 IF
5 IF2511 20250923 4502.000 ... 4472.600 4481.800 IF
6 IF2512 20250923 4495.000 ... 4454.600 4472.400 IF
7 IF2603 20250923 4469.000 ... 4425.200 4448.800 IF
8 IH2510 20250923 2917.000 ... 2911.800 2917.000 IH
9 IH2511 20250923 2915.800 ... 2912.600 2915.800 IH
10 IH2512 20250923 2920.000 ... 2912.400 2917.400 IH
11 IH2603 20250923 2921.000 ... 2911.400 2918.800 IH
12 IM2510 20250923 7402.200 ... 7250.400 7373.800 IM
13 IM2511 20250923 7319.800 ... 7160.400 7290.800 IM
14 IM2512 20250923 7236.800 ... 7075.800 7211.000 IM
15 IM2603 20250923 7029.000 ... 6870.200 7002.600 IM
16 T2512 20250923 107.905 ... 107.755 107.945 T
17 T2603 20250923 107.575 ... 107.420 107.595 T
18 T2606 20250923 107.400 ... 107.320 107.460 T
19 TF2512 20250923 105.730 ... 105.645 105.760 TF
20 TF2603 20250923 105.610 ... 105.515 105.620 TF
21 TF2606 20250923 105.530 ... 105.455 105.555 TF
22 TL2512 20250923 114.950 ... 114.540 115.090 TL
23 TL2603 20250923 114.660 ... 114.200 114.750 TL
24 TL2606 20250923 114.510 ... 114.250 114.770 TL
25 TS2512 20250923 102.394 ... 102.352 102.396 TS
26 TS2603 20250923 102.312 ... 102.280 102.324 TS
27 TS2606 20250923 102.274 ... 102.280 102.300 TS
[28 rows x 12 columns]
2025-09-25 16:26:02,177 - future_1d - INFO - ak.get_cffex_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 SC2510 20250923 481.2 ... 477.6 485.5 SC
1 SC2511 20250923 476.6 ... 475.3 484.2 SC
2 SC2512 20250923 477.4 ... 475.6 483.6 SC
3 SC2601 20250923 476.3 ... 475.6 482.9 SC
4 SC2602 20250923 476.6 ... 475.1 481.8 SC
5 SC2603 20250923 476 ... 474.4 481.1 SC
6 SC2604 20250923 476.6 ... 475.3 481.3 SC
7 SC2605 20250923 476.5 ... 475 480.9 SC
8 SC2606 20250923 474.7 ... 474.4 480.2 SC
9 SC2607 20250923 474.2 ... 472.8 480.4 SC
10 SC2608 20250923 473.5 ... 472.8 478 SC
11 SC2609 20250923 471.3 ... 471.8 477.7 SC
12 SC2612 20250923 470.6 ... 469.8 473.9 SC
13 SC2703 20250923 ... 472 475.1 SC
14 SC2706 20250923 ... 469.2 469.2 SC
15 SC2709 20250923 ... 470 473.2 SC
16 SC2712 20250923 ... 466.3 466.3 SC
17 SC2803 20250923 ... 468 470 SC
18 SC2806 20250923 456.5 ... 458.9 462.8 SC
19 SC2809 20250923 ... 461 465.7 SC
21 LU2510 20250923 3322 ... 3317 3351 LU
22 LU2511 20250923 3330 ... 3345 3373 LU
23 LU2512 20250923 3328 ... 3328 3354 LU
24 LU2601 20250923 3320 ... 3318 3342 LU
25 LU2602 20250923 3301 ... 3309 3334 LU
26 LU2603 20250923 3296 ... 3301 3326 LU
27 LU2604 20250923 3289 ... 3294 3323 LU
28 LU2605 20250923 3299 ... 3304 3326 LU
29 LU2606 20250923 3281 ... 3297 3319 LU
30 LU2607 20250923 3280 ... 3278 3307 LU
31 LU2608 20250923 3270 ... 3274 3306 LU
32 LU2609 20250923 3262 ... 3268 3292 LU
34 NR2510 20250923 12400 ... 12390 12340 NR
35 NR2511 20250923 12445 ... 12435 12365 NR
36 NR2512 20250923 12460 ... 12445 12385 NR
37 NR2601 20250923 12505 ... 12475 12405 NR
38 NR2602 20250923 12470 ... 12460 12420 NR
39 NR2603 20250923 12480 ... 12505 12385 NR
40 NR2604 20250923 12545 ... 12525 12440 NR
41 NR2605 20250923 12525 ... 12505 12485 NR
42 NR2606 20250923 ... 12495 12495 NR
43 NR2607 20250923 ... 12650 12650 NR
44 NR2608 20250923 ... 12685 12685 NR
45 NR2609 20250923 ... 12510 12510 NR
47 BC2510 20250923 71080 ... 70920 71050 BC
48 BC2511 20250923 71150 ... 70990 71120 BC
49 BC2512 20250923 71490 ... 71110 71490 BC
50 BC2601 20250923 ... 71300 71300 BC
51 BC2602 20250923 ... 71100 71100 BC
52 BC2603 20250923 ... 71210 71210 BC
53 BC2604 20250923 ... 71300 71300 BC
54 BC2605 20250923 ... 71300 71300 BC
55 BC2606 20250923 ... 71400 71400 BC
56 BC2607 20250923 ... 71400 71400 BC
57 BC2608 20250923 ... 71400 71400 BC
58 BC2609 20250923 ... 71550 71550 BC
60 EC2510 20250923 1101 ... 1085.4 1102 EC
61 EC2512 20250923 1640 ... 1622.5 1669.2 EC
62 EC2602 20250923 1560.1 ... 1536.9 1586.4 EC
63 EC2604 20250923 1270 ... 1235.7 1274.4 EC
64 EC2606 20250923 1453.1 ... 1422.5 1454.8 EC
65 EC2608 20250923 1586.1 ... 1591.2 1606.8 EC
68 SC_TAS2511 20250923 ... SC_TAS
69 SC_TAS2512 20250923 ... SC_TAS
70 SC_TAS2601 20250923 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 16:26:02,245 - future_1d - INFO - ak.get_ine_daily('2025-09-23') done
2025-09-25 16:26:04,008 - future_1d - INFO - save future_daily 2025-09-23 completed
symbol date open ... settle pre_settle variety
0 a2511 20250924 3883.00 ... 3890.00 3876.00 A
1 a2601 20250924 3871.00 ... 3879.00 3870.00 A
2 a2603 20250924 3875.00 ... 3886.00 3872.00 A
3 a2605 20250924 3925.00 ... 3929.00 3911.00 A
4 a2607 20250924 3924.00 ... 3931.00 3917.00 A
5 a2609 20250924 3925.00 ... 3942.00 3927.00 A
6 b2510 20250924 3578.00 ... 3575.00 3576.00 B
7 b2511 20250924 3579.00 ... 3582.00 3607.00 B
8 b2512 20250924 3610.00 ... 3611.00 3645.00 B
9 b2601 20250924 3602.00 ... 3605.00 3639.00 B
10 b2602 20250924 3596.00 ... 3608.00 3635.00 B
11 b2603 20250924 3565.00 ... 3580.00 3586.00 B
12 b2604 20250924 3483.00 ... 3495.00 3494.00 B
13 b2605 20250924 3421.00 ... 3425.00 3426.00 B
14 b2606 20250924 3394.00 ... 3405.00 3401.00 B
15 b2607 20250924 3405.00 ... 3413.00 3406.00 B
16 b2608 20250924 3502.00 ... 3508.00 3510.00 B
17 b2609 20250924 3510.00 ... 3516.00 3510.00 B
18 bb2511 20250924 141.85 ... 142.00 142.05 BB
19 bb2601 20250924 146.80 ... 146.80 146.65 BB
20 bb2603 20250924 147.05 ... 147.00 147.00 BB
21 bb2605 20250924 0.00 ... 141.60 141.60 BB
22 bb2607 20250924 0.00 ... 146.35 146.35 BB
23 bb2609 20250924 0.00 ... 146.35 146.35 BB
24 bz2603 20250924 5882.00 ... 5910.00 5865.00 BZ
25 bz2604 20250924 5891.00 ... 5902.00 5841.00 BZ
26 bz2605 20250924 5916.00 ... 5916.00 5859.00 BZ
27 bz2606 20250924 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250924 5880.00 ... 5880.00 5859.00 BZ
29 bz2608 20250924 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250924 2163.00 ... 2158.00 2151.00 C
31 c2601 20250924 2137.00 ... 2134.00 2134.00 C
32 c2603 20250924 2147.00 ... 2146.00 2146.00 C
33 c2605 20250924 2204.00 ... 2201.00 2207.00 C
34 c2607 20250924 2220.00 ... 2214.00 2220.00 C
35 c2609 20250924 2234.00 ... 2231.00 2235.00 C
36 cs2511 20250924 2448.00 ... 2458.00 2436.00 CS
37 cs2601 20250924 2457.00 ... 2459.00 2452.00 CS
38 cs2603 20250924 2459.00 ... 2461.00 2458.00 CS
39 cs2605 20250924 2541.00 ... 2540.00 2541.00 CS
40 cs2607 20250924 2543.00 ... 2549.00 2549.00 CS
41 cs2609 20250924 2576.00 ... 2588.00 2576.00 CS
42 eb2509 20250924 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250924 6851.00 ... 6884.00 6839.00 EB
44 eb2511 20250924 6900.00 ... 6923.00 6865.00 EB
45 eb2512 20250924 6921.00 ... 6940.00 6883.00 EB
46 eb2601 20250924 6950.00 ... 6978.00 6927.00 EB
47 eb2602 20250924 6994.00 ... 7013.00 6966.00 EB
48 eb2603 20250924 7020.00 ... 7051.00 7002.00 EB
49 eb2604 20250924 7091.00 ... 7085.00 7048.00 EB
50 eb2605 20250924 7105.00 ... 7107.00 7065.00 EB
51 eb2606 20250924 7116.00 ... 7117.00 7086.00 EB
52 eb2607 20250924 0.00 ... 7071.00 7071.00 EB
53 eb2608 20250924 7178.00 ... 7178.00 7099.00 EB
54 eg2509 20250924 0.00 ... 4139.00 4139.00 EG
55 eg2510 20250924 4264.00 ... 4259.00 4246.00 EG
56 eg2511 20250924 4225.00 ... 4219.00 4201.00 EG
57 eg2512 20250924 4203.00 ... 4228.00 4193.00 EG
58 eg2601 20250924 4220.00 ... 4227.00 4214.00 EG
59 eg2602 20250924 4240.00 ... 4240.00 4226.00 EG
60 eg2603 20250924 4244.00 ... 4247.00 4234.00 EG
61 eg2604 20250924 4270.00 ... 4279.00 4261.00 EG
62 eg2605 20250924 4279.00 ... 4286.00 4271.00 EG
63 eg2606 20250924 4290.00 ... 4290.00 4292.00 EG
64 eg2607 20250924 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250924 0.00 ... 4346.00 4346.00 EG
66 fb2510 20250924 1261.00 ... 1259.50 1260.00 FB
67 fb2511 20250924 1256.00 ... 1254.50 1254.50 FB
68 fb2512 20250924 1254.50 ... 1254.00 1252.50 FB
69 fb2601 20250924 1253.50 ... 1254.50 1253.50 FB
70 fb2602 20250924 1256.00 ... 1255.50 1254.50 FB
71 fb2603 20250924 1247.00 ... 1246.00 1247.00 FB
72 fb2604 20250924 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250924 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250924 0.00 ... 1292.00 1294.50 FB
75 fb2607 20250924 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250924 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250924 0.00 ... 1296.00 1296.00 FB
78 i2510 20250924 815.50 ... 820.00 821.00 I
79 i2511 20250924 816.50 ... 816.00 816.00 I
80 i2512 20250924 812.00 ... 811.00 810.50 I
81 i2601 20250924 804.00 ... 803.50 803.50 I
82 i2602 20250924 799.00 ... 799.00 800.00 I
83 i2603 20250924 793.50 ... 793.00 793.00 I
84 i2604 20250924 788.00 ... 789.50 789.50 I
85 i2605 20250924 780.50 ... 781.50 781.00 I
86 i2606 20250924 775.00 ... 777.00 776.00 I
87 i2607 20250924 770.00 ... 771.50 771.50 I
88 i2608 20250924 765.50 ... 767.00 767.00 I
89 i2609 20250924 759.50 ... 762.00 767.50 I
90 j2510 20250924 1631.50 ... 1628.00 1604.00 J
91 j2511 20250924 1645.00 ... 1655.00 1632.50 J
92 j2512 20250924 1687.50 ... 1690.50 1664.00 J
93 j2601 20250924 1720.00 ... 1725.50 1710.50 J
94 j2602 20250924 0.00 ... 1747.50 1747.50 J
95 j2603 20250924 0.00 ... 1783.00 1783.00 J
96 j2604 20250924 1842.00 ... 1841.50 1814.00 J
97 j2605 20250924 1868.50 ... 1869.50 1847.00 J
98 j2606 20250924 0.00 ... 1869.50 1869.50 J
99 j2607 20250924 1898.50 ... 1898.50 1878.00 J
100 j2608 20250924 1922.00 ... 1919.50 1905.00 J
101 j2609 20250924 1936.00 ... 1943.00 1933.50 J
102 jd2509 20250924 3250.00 ... 3250.00 3120.00 JD
103 jd2510 20250924 2949.00 ... 2958.00 2962.00 JD
104 jd2511 20250924 3065.00 ... 3057.00 3070.00 JD
105 jd2512 20250924 3190.00 ... 3182.00 3192.00 JD
106 jd2601 20250924 3362.00 ... 3354.00 3366.00 JD
107 jd2602 20250924 3121.00 ... 3122.00 3125.00 JD
108 jd2603 20250924 3140.00 ... 3144.00 3140.00 JD
109 jd2604 20250924 3274.00 ... 3268.00 3288.00 JD
110 jd2605 20250924 3397.00 ... 3391.00 3406.00 JD
111 jd2606 20250924 3222.00 ... 3228.00 3232.00 JD
112 jd2607 20250924 3467.00 ... 3472.00 3471.00 JD
113 jd2608 20250924 3918.00 ... 3918.00 3918.00 JD
114 jm2510 20250924 1030.00 ... 1025.50 1019.00 JM
115 jm2511 20250924 1082.00 ... 1078.50 1069.50 JM
116 jm2512 20250924 1156.00 ... 1149.50 1140.50 JM
117 jm2601 20250924 1221.00 ... 1222.50 1209.50 JM
118 jm2602 20250924 1245.00 ... 1247.50 1232.50 JM
119 jm2603 20250924 1271.00 ... 1268.00 1254.50 JM
120 jm2604 20250924 1293.50 ... 1289.00 1276.00 JM
121 jm2605 20250924 1319.00 ... 1316.00 1301.00 JM
122 jm2606 20250924 1340.00 ... 1332.00 1314.50 JM
123 jm2607 20250924 1343.00 ... 1346.00 1329.50 JM
124 jm2608 20250924 1369.00 ... 1364.50 1345.50 JM
125 jm2609 20250924 1387.50 ... 1386.00 1370.50 JM
126 l2510 20250924 7062.00 ... 7075.00 7043.00 L
127 l2511 20250924 7073.00 ... 7109.00 7073.00 L
128 l2512 20250924 7106.00 ... 7131.00 7093.00 L
129 l2601 20250924 7117.00 ... 7138.00 7108.00 L
130 l2602 20250924 7117.00 ... 7144.00 7109.00 L
131 l2603 20250924 7130.00 ... 7146.00 7126.00 L
132 l2604 20250924 7169.00 ... 7193.00 7157.00 L
133 l2605 20250924 7160.00 ... 7179.00 7154.00 L
134 l2606 20250924 7180.00 ... 7187.00 7155.00 L
135 l2607 20250924 7191.00 ... 7208.00 7175.00 L
136 l2608 20250924 7230.00 ... 7230.00 7209.00 L
137 l2609 20250924 7213.00 ... 7228.00 7204.00 L
138 lg2509 20250924 770.00 ... 766.00 780.00 LG
139 lg2511 20250924 807.00 ... 804.50 807.00 LG
140 lg2601 20250924 820.00 ... 820.00 820.00 LG
141 lg2603 20250924 825.50 ... 826.00 825.00 LG
142 lg2605 20250924 829.00 ... 827.50 827.00 LG
143 lg2607 20250924 828.00 ... 828.00 829.50 LG
144 lh2509 20250924 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250924 12665.00 ... 12700.00 12730.00 LH
146 lh2601 20250924 13225.00 ... 13295.00 13280.00 LH
147 lh2603 20250924 12650.00 ... 12700.00 12685.00 LH
148 lh2605 20250924 13100.00 ... 13140.00 13130.00 LH
149 lh2607 20250924 13730.00 ... 13810.00 13780.00 LH
150 m2511 20250924 2894.00 ... 2895.00 2922.00 M
151 m2512 20250924 2938.00 ... 2937.00 2968.00 M
152 m2601 20250924 2926.00 ... 2922.00 2954.00 M
153 m2603 20250924 2893.00 ... 2897.00 2906.00 M
154 m2605 20250924 2729.00 ... 2743.00 2739.00 M
155 m2607 20250924 2724.00 ... 2737.00 2736.00 M
156 m2608 20250924 2836.00 ... 2848.00 2843.00 M
157 m2609 20250924 2842.00 ... 2851.00 2847.00 M
158 p2510 20250924 8942.00 ... 8904.00 8948.00 P
159 p2511 20250924 9050.00 ... 9044.00 9052.00 P
160 p2512 20250924 9058.00 ... 9052.00 9072.00 P
161 p2601 20250924 9088.00 ... 9078.00 9086.00 P
162 p2602 20250924 9020.00 ... 9062.00 9078.00 P
163 p2603 20250924 9008.00 ... 9018.00 9008.00 P
164 p2604 20250924 8976.00 ... 8982.00 8938.00 P
165 p2605 20250924 8870.00 ... 8902.00 8866.00 P
166 p2606 20250924 8774.00 ... 8798.00 8762.00 P
167 p2607 20250924 8702.00 ... 8718.00 8648.00 P
168 p2608 20250924 8614.00 ... 8618.00 8574.00 P
169 p2609 20250924 8500.00 ... 8546.00 8520.00 P
170 pg2509 20250924 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250924 4321.00 ... 4332.00 4318.00 PG
172 pg2511 20250924 4256.00 ... 4254.00 4247.00 PG
173 pg2512 20250924 4189.00 ... 4193.00 4185.00 PG
174 pg2601 20250924 4130.00 ... 4132.00 4123.00 PG
175 pg2602 20250924 4059.00 ... 4065.00 4055.00 PG
176 pg2603 20250924 3989.00 ... 3989.00 3977.00 PG
177 pg2604 20250924 4361.00 ... 4363.00 4332.00 PG
178 pg2605 20250924 4257.00 ... 4265.00 4246.00 PG
179 pg2606 20250924 4222.00 ... 4220.00 4197.00 PG
180 pg2607 20250924 4155.00 ... 4153.00 4134.00 PG
181 pg2608 20250924 4098.00 ... 4096.00 4080.00 PG
182 pp2510 20250924 6750.00 ... 6763.00 6750.00 PP
183 pp2511 20250924 6782.00 ... 6806.00 6782.00 PP
184 pp2512 20250924 6818.00 ... 6843.00 6818.00 PP
185 pp2601 20250924 6860.00 ... 6870.00 6850.00 PP
186 pp2602 20250924 6834.00 ... 6858.00 6836.00 PP
187 pp2603 20250924 6841.00 ... 6859.00 6840.00 PP
188 pp2604 20250924 6879.00 ... 6904.00 6876.00 PP
189 pp2605 20250924 6905.00 ... 6916.00 6900.00 PP
190 pp2606 20250924 6879.00 ... 6895.00 6852.00 PP
191 pp2607 20250924 6854.00 ... 6871.00 6842.00 PP
192 pp2608 20250924 6853.00 ... 6881.00 6859.00 PP
193 pp2609 20250924 6887.00 ... 6903.00 6892.00 PP
194 rr2510 20250924 3621.00 ... 3622.00 3619.00 RR
195 rr2511 20250924 3615.00 ... 3614.00 3615.00 RR
196 rr2512 20250924 3619.00 ... 3615.00 3615.00 RR
197 rr2601 20250924 3616.00 ... 3621.00 3620.00 RR
198 rr2602 20250924 3602.00 ... 3602.00 3606.00 RR
199 rr2603 20250924 0.00 ... 3612.00 3612.00 RR
200 rr2604 20250924 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250924 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250924 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250924 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250924 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250924 0.00 ... 3614.00 3614.00 RR
206 v2510 20250924 4786.00 ... 4787.00 4784.00 V
207 v2511 20250924 4819.00 ... 4823.00 4819.00 V
208 v2512 20250924 4847.00 ... 4871.00 4859.00 V
209 v2601 20250924 4899.00 ... 4906.00 4903.00 V
210 v2602 20250924 4931.00 ... 4960.00 4939.00 V
211 v2603 20250924 4957.00 ... 4994.00 4976.00 V
212 v2604 20250924 5161.00 ... 5162.00 5179.00 V
213 v2605 20250924 5198.00 ... 5208.00 5203.00 V
214 v2606 20250924 5217.00 ... 5232.00 5248.00 V
215 v2607 20250924 5247.00 ... 5262.00 5269.00 V
216 v2608 20250924 5285.00 ... 5293.00 5308.00 V
217 v2609 20250924 5309.00 ... 5328.00 5331.00 V
218 y2511 20250924 8110.00 ... 8100.00 8128.00 Y
219 y2512 20250924 8154.00 ... 8154.00 8178.00 Y
220 y2601 20250924 8100.00 ... 8096.00 8136.00 Y
221 y2603 20250924 8058.00 ... 8050.00 8096.00 Y
222 y2605 20250924 7862.00 ... 7852.00 7860.00 Y
223 y2607 20250924 7816.00 ... 7816.00 7868.00 Y
224 y2608 20250924 7818.00 ... 7816.00 7852.00 Y
225 y2609 20250924 7790.00 ... 7782.00 7804.00 Y
[226 rows x 12 columns]
2025-09-25 16:26:08,677 - future_1d - INFO - ak.get_dce_daily('2025-09-24') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250924 ... 79990 79940 CU
1 1 CU2511 20250924 ... 79990 79940 CU
2 2 CU2512 20250924 ... 79980 79940 CU
3 3 CU2601 20250924 ... 79970 79920 CU
4 4 CU2602 20250924 ... 79960 79890 CU
5 5 CU2603 20250924 ... 79950 79880 CU
6 6 CU2604 20250924 ... 79970 79920 CU
7 7 CU2605 20250924 ... 79910 79890 CU
8 8 CU2606 20250924 ... 79860 79940 CU
9 9 CU2607 20250924 ... 79840 79930 CU
10 10 CU2608 20250924 ... 79880 79930 CU
11 11 CU2609 20250924 ... 79890 79940 CU
12 12 BC2510 20250924 ... 70910 70920 BC
13 13 BC2511 20250924 ... 71060 70990 BC
14 14 BC2512 20250924 ... 71110 71110 BC
15 15 BC2601 20250924 ... 71300 71300 BC
16 16 BC2602 20250924 ... 71100 71100 BC
17 17 BC2603 20250924 ... 71210 71210 BC
18 18 BC2604 20250924 ... 71300 71300 BC
19 19 BC2605 20250924 ... 71300 71300 BC
20 20 BC2606 20250924 ... 71400 71400 BC
21 21 BC2607 20250924 ... 71400 71400 BC
22 22 BC2608 20250924 ... 71400 71400 BC
23 23 BC2609 20250924 ... 71550 71550 BC
24 24 AL2510 20250924 ... 20680 20685 AL
25 25 AL2511 20250924 ... 20685 20685 AL
26 26 AL2512 20250924 ... 20690 20690 AL
27 27 AL2601 20250924 ... 20695 20690 AL
28 28 AL2602 20250924 ... 20695 20690 AL
29 29 AL2603 20250924 ... 20725 20715 AL
30 30 AL2604 20250924 ... 20750 20735 AL
31 31 AL2605 20250924 ... 20755 20740 AL
32 32 AL2606 20250924 ... 20785 20745 AL
33 33 AL2607 20250924 ... 20780 20745 AL
34 34 AL2608 20250924 ... 20775 20745 AL
35 35 AL2609 20250924 ... 20775 20775 AL
36 36 ZN2510 20250924 ... 21905 21945 ZN
37 37 ZN2511 20250924 ... 21915 21955 ZN
38 38 ZN2512 20250924 ... 21915 21955 ZN
39 39 ZN2601 20250924 ... 21930 21980 ZN
40 40 ZN2602 20250924 ... 21955 21980 ZN
41 41 ZN2603 20250924 ... 21970 21960 ZN
42 42 ZN2604 20250924 ... 22010 22020 ZN
43 43 ZN2605 20250924 ... 22045 22125 ZN
44 44 ZN2606 20250924 ... 22080 22105 ZN
45 45 ZN2607 20250924 ... 22095 22115 ZN
46 46 ZN2608 20250924 ... 22115 22140 ZN
47 47 ZN2609 20250924 ... 22145 22160 ZN
48 48 PB2510 20250924 ... 17035 17085 PB
49 49 PB2511 20250924 ... 17075 17125 PB
50 50 PB2512 20250924 ... 17090 17125 PB
51 51 PB2601 20250924 ... 17085 17095 PB
52 52 PB2602 20250924 ... 17090 17175 PB
53 53 PB2603 20250924 ... 17125 17125 PB
54 54 PB2604 20250924 ... 17215 17215 PB
55 55 PB2605 20250924 ... 17140 17150 PB
56 56 PB2606 20250924 ... 17160 17165 PB
57 57 PB2607 20250924 ... 17175 17180 PB
58 58 PB2608 20250924 ... 17140 17140 PB
59 59 PB2609 20250924 ... 17185 17185 PB
60 60 NI2510 20250924 ... 121450 121010 NI
61 61 NI2511 20250924 ... 121680 121170 NI
62 62 NI2512 20250924 ... 121810 121300 NI
63 63 NI2601 20250924 ... 122020 121540 NI
64 64 NI2602 20250924 ... 122250 121790 NI
65 65 NI2603 20250924 ... 122510 122010 NI
66 66 NI2604 20250924 ... 122640 122160 NI
67 67 NI2605 20250924 ... 122920 122370 NI
68 68 NI2606 20250924 ... 123050 122520 NI
69 69 NI2607 20250924 ... 123340 122800 NI
70 70 NI2608 20250924 ... 123750 123230 NI
71 71 NI2609 20250924 ... 124090 123490 NI
72 72 SN2510 20250924 ... 271570 270250 SN
73 73 SN2511 20250924 ... 271840 270590 SN
74 74 SN2512 20250924 ... 272030 270770 SN
75 75 SN2601 20250924 ... 272140 270840 SN
76 76 SN2602 20250924 ... 272100 270970 SN
77 77 SN2603 20250924 ... 272640 270870 SN
78 78 SN2604 20250924 ... 272870 271120 SN
79 79 SN2605 20250924 ... 273140 270970 SN
80 80 SN2606 20250924 ... 273310 271080 SN
81 81 SN2607 20250924 ... 273200 272210 SN
82 82 SN2608 20250924 ... 273380 272800 SN
83 83 SN2609 20250924 ... 273670 272720 SN
84 84 AO2510 20250924 ... 2858 2873 AO
85 85 AO2511 20250924 ... 2871 2877 AO
86 86 AO2512 20250924 ... 2882 2887 AO
87 87 AO2601 20250924 ... 2894 2899 AO
88 88 AO2602 20250924 ... 2906 2905 AO
89 89 AO2603 20250924 ... 2975 2974 AO
90 90 AO2604 20250924 ... 2980 2996 AO
91 91 AO2605 20250924 ... 2986 2992 AO
92 92 AO2606 20250924 ... 2993 3007 AO
93 93 AO2607 20250924 ... 2996 3008 AO
94 94 AO2608 20250924 ... 3007 3020 AO
95 95 AO2609 20250924 ... 3020 3030 AO
96 96 AD2511 20250924 ... 20320 20230 AD
97 97 AD2512 20250924 ... 20315 20260 AD
98 98 AD2601 20250924 ... 20320 20275 AD
99 99 AD2602 20250924 ... 20320 20285 AD
100 100 AD2603 20250924 ... 20300 20300 AD
101 101 AD2604 20250924 ... 20320 20320 AD
102 102 AD2605 20250924 ... 20320 20320 AD
103 103 AD2606 20250924 ... 20305 20305 AD
104 104 AD2607 20250924 ... 20510 20510 AD
105 105 AD2608 20250924 ... 20515 20515 AD
106 106 AD2609 20250924 ... 20335 20335 AD
107 107 AU2510 20250924 ... 854.98 847.78 AU
108 108 AU2511 20250924 ... 856.34 850.82 AU
109 109 AU2512 20250924 ... 858.6 851.2 AU
110 110 AU2602 20250924 ... 860.92 853.94 AU
111 111 AU2604 20250924 ... 863.22 855.86 AU
112 112 AU2606 20250924 ... 865.94 858.76 AU
113 113 AU2608 20250924 ... 869.22 861.04 AU
114 114 AU2610 20250924 ... 872.52 864.14 AU
115 115 AG2510 20250924 ... 10356 10273 AG
116 116 AG2511 20250924 ... 10388 10294 AG
117 117 AG2512 20250924 ... 10403 10311 AG
118 118 AG2601 20250924 ... 10415 10318 AG
119 119 AG2602 20250924 ... 10423 10328 AG
120 120 AG2603 20250924 ... 10438 10346 AG
121 121 AG2604 20250924 ... 10454 10349 AG
122 122 AG2605 20250924 ... 10468 10372 AG
123 123 AG2606 20250924 ... 10479 10389 AG
124 124 AG2607 20250924 ... 10496 10399 AG
125 125 AG2608 20250924 ... 10509 10418 AG
126 126 AG2609 20250924 ... 10514 10429 AG
127 127 RB2510 20250924 ... 3066 3074 RB
128 128 RB2511 20250924 ... 3082 3088 RB
129 129 RB2512 20250924 ... 3136 3140 RB
130 130 RB2601 20250924 ... 3157 3163 RB
131 131 RB2602 20250924 ... 3159 3163 RB
132 132 RB2603 20250924 ... 3175 3182 RB
133 133 RB2604 20250924 ... 3193 3200 RB
134 134 RB2605 20250924 ... 3217 3220 RB
135 135 RB2606 20250924 ... 3235 3233 RB
136 136 RB2607 20250924 ... 3246 3248 RB
137 137 RB2608 20250924 ... 3241 3242 RB
138 138 RB2609 20250924 ... 3244 3248 RB
139 139 WR2510 20250924 ... 3233 3275 WR
140 140 WR2511 20250924 ... 3343 3302 WR
141 141 WR2512 20250924 ... 3324 3324 WR
142 142 WR2601 20250924 ... 3349 3337 WR
143 143 WR2602 20250924 ... 3339 3330 WR
144 144 WR2603 20250924 ... 3399 3399 WR
145 145 WR2604 20250924 ... 3389 3389 WR
146 146 WR2605 20250924 ... 3414 3414 WR
147 147 WR2606 20250924 ... 3372 3372 WR
148 148 WR2607 20250924 ... 3390 3390 WR
149 149 WR2608 20250924 ... 3371 3371 WR
150 150 WR2609 20250924 ... 3418 3450 WR
151 151 HC2510 20250924 ... 3401 3396 HC
152 152 HC2511 20250924 ... 3380 3377 HC
153 153 HC2512 20250924 ... 3368 3356 HC
154 154 HC2601 20250924 ... 3350 3349 HC
155 155 HC2602 20250924 ... 3346 3345 HC
156 156 HC2603 20250924 ... 3351 3350 HC
157 157 HC2604 20250924 ... 3349 3356 HC
158 158 HC2605 20250924 ... 3358 3358 HC
159 159 HC2606 20250924 ... 3362 3370 HC
160 160 HC2607 20250924 ... 3369 3376 HC
161 161 HC2608 20250924 ... 3371 3378 HC
162 162 HC2609 20250924 ... 3383 3378 HC
163 163 SS2510 20250924 ... 12790 12790 SS
164 164 SS2511 20250924 ... 12905 12905 SS
165 165 SS2512 20250924 ... 12945 12940 SS
166 166 SS2601 20250924 ... 13005 13005 SS
167 167 SS2602 20250924 ... 13040 13065 SS
168 168 SS2603 20250924 ... 13125 13125 SS
169 169 SS2604 20250924 ... 13180 13190 SS
170 170 SS2605 20250924 ... 13260 13255 SS
171 171 SS2606 20250924 ... 13305 13305 SS
172 172 SS2607 20250924 ... 13395 13340 SS
173 173 SS2608 20250924 ... 13420 13420 SS
174 174 SS2609 20250924 ... 13485 13485 SS
175 175 SC2510 20250924 ... 479.3 477.6 SC
176 176 SC2511 20250924 ... 482.3 475.3 SC
177 177 SC2512 20250924 ... 482.8 475.6 SC
178 178 SC2601 20250924 ... 482.7 475.6 SC
179 179 SC2602 20250924 ... 482.1 475.1 SC
180 180 SC2603 20250924 ... 481.8 474.4 SC
181 181 SC2604 20250924 ... 482.5 475.3 SC
182 182 SC2605 20250924 ... 480.8 475 SC
183 183 SC2606 20250924 ... 480 474.4 SC
184 184 SC2607 20250924 ... 480 472.8 SC
185 185 SC2608 20250924 ... 478.1 472.8 SC
186 186 SC2609 20250924 ... 477.8 471.8 SC
187 187 SC2612 20250924 ... 472 469.8 SC
188 188 SC2703 20250924 ... 473.1 472 SC
189 189 SC2706 20250924 ... 469.2 469.2 SC
190 190 SC2709 20250924 ... 470 470 SC
191 191 SC2712 20250924 ... 469.1 466.3 SC
192 192 SC2803 20250924 ... 468 468 SC
193 193 SC2806 20250924 ... 465.8 458.9 SC
194 194 SC2809 20250924 ... 464.2 461 SC
195 195 LU2510 20250924 ... 3366 3317 LU
196 196 LU2511 20250924 ... 3397 3345 LU
197 197 LU2512 20250924 ... 3385 3328 LU
198 198 LU2601 20250924 ... 3377 3318 LU
199 199 LU2602 20250924 ... 3362 3309 LU
200 200 LU2603 20250924 ... 3358 3301 LU
201 201 LU2604 20250924 ... 3356 3294 LU
202 202 LU2605 20250924 ... 3356 3304 LU
203 203 LU2606 20250924 ... 3347 3297 LU
204 204 LU2607 20250924 ... 3344 3278 LU
205 205 LU2608 20250924 ... 3334 3274 LU
206 206 LU2609 20250924 ... 3320 3268 LU
207 207 FU2510 20250924 ... 2879 2770 FU
208 208 FU2511 20250924 ... 2888 2797 FU
209 209 FU2512 20250924 ... 2867 2776 FU
210 210 FU2601 20250924 ... 2850 2758 FU
211 211 FU2602 20250924 ... 2837 2744 FU
212 212 FU2603 20250924 ... 2822 2736 FU
213 213 FU2604 20250924 ... 2808 2730 FU
214 214 FU2605 20250924 ... 2800 2718 FU
215 215 FU2606 20250924 ... 2782 2710 FU
216 216 FU2607 20250924 ... 2753 2690 FU
217 217 FU2608 20250924 ... 2728 2684 FU
218 218 FU2609 20250924 ... 2719 2674 FU
219 219 BU2510 20250924 ... 3413 3387 BU
220 220 BU2511 20250924 ... 3396 3377 BU
221 221 BU2512 20250924 ... 3346 3324 BU
222 222 BU2601 20250924 ... 3314 3291 BU
223 223 BU2602 20250924 ... 3318 3298 BU
224 224 BU2603 20250924 ... 3335 3306 BU
225 225 BU2604 20250924 ... 3312 3312 BU
226 226 BU2605 20250924 ... 3332 3308 BU
227 227 BU2606 20250924 ... 3333 3309 BU
228 228 BU2607 20250924 ... 3327 3310 BU
229 229 BU2608 20250924 ... 3323 3302 BU
230 230 BU2609 20250924 ... 3333 3304 BU
231 231 BU2612 20250924 ... 3300 3276 BU
232 232 BU2703 20250924 ... 3281 3281 BU
233 233 BU2706 20250924 ... 3312 3289 BU
234 234 BU2709 20250924 ... 3320 3297 BU
235 235 BR2510 20250924 ... 11595 11545 BR
236 236 BR2511 20250924 ... 11545 11480 BR
237 237 BR2512 20250924 ... 11535 11465 BR
238 238 BR2601 20250924 ... 11525 11460 BR
239 239 BR2602 20250924 ... 11545 11500 BR
240 240 BR2603 20250924 ... 11605 11570 BR
241 241 BR2604 20250924 ... 11640 11540 BR
242 242 BR2605 20250924 ... 11580 11510 BR
243 243 BR2606 20250924 ... 11620 11620 BR
244 244 BR2607 20250924 ... 11680 11680 BR
245 245 BR2608 20250924 ... 11745 11685 BR
246 246 BR2609 20250924 ... 11750 11675 BR
247 247 RU2510 20250924 ... 14740 14780 RU
248 248 RU2511 20250924 ... 14715 14695 RU
249 249 RU2601 20250924 ... 15605 15570 RU
250 250 RU2603 20250924 ... 15590 15510 RU
251 251 RU2604 20250924 ... 15570 15505 RU
252 252 RU2605 20250924 ... 15545 15525 RU
253 253 RU2606 20250924 ... 15585 15655 RU
254 254 RU2607 20250924 ... 15600 15575 RU
255 255 RU2608 20250924 ... 15685 15680 RU
256 256 RU2609 20250924 ... 15600 15575 RU
257 257 NR2510 20250924 ... 12415 12390 NR
258 258 NR2511 20250924 ... 12455 12435 NR
259 259 NR2512 20250924 ... 12465 12445 NR
260 260 NR2601 20250924 ... 12490 12475 NR
261 261 NR2602 20250924 ... 12490 12460 NR
262 262 NR2603 20250924 ... 12510 12505 NR
263 263 NR2604 20250924 ... 12530 12525 NR
264 264 NR2605 20250924 ... 12600 12505 NR
265 265 NR2606 20250924 ... 12495 12495 NR
266 266 NR2607 20250924 ... 12650 12650 NR
267 267 NR2608 20250924 ... 12685 12685 NR
268 268 NR2609 20250924 ... 12510 12510 NR
269 269 SP2510 20250924 ... 4984 4984 SP
270 270 SP2511 20250924 ... 5010 5006 SP
271 271 SP2512 20250924 ... 5026 5026 SP
272 272 SP2601 20250924 ... 5268 5274 SP
273 273 SP2602 20250924 ... 5258 5264 SP
274 274 SP2603 20250924 ... 5272 5282 SP
275 275 SP2604 20250924 ... 5282 5286 SP
276 276 SP2605 20250924 ... 5286 5300 SP
277 277 SP2606 20250924 ... 5282 5308 SP
278 278 SP2607 20250924 ... 5268 5310 SP
279 279 SP2608 20250924 ... 5292 5312 SP
280 280 SP2609 20250924 ... 5280 5308 SP
281 281 OP2601 20250924 ... 4230 4230 OP
282 282 OP2602 20250924 ... 4228 4228 OP
283 283 OP2603 20250924 ... 4246 4238 OP
284 284 OP2604 20250924 ... 4262 4262 OP
285 285 OP2605 20250924 ... 4266 4276 OP
286 286 OP2606 20250924 ... 4242 4242 OP
287 287 OP2607 20250924 ... 4238 4258 OP
288 288 OP2608 20250924 ... 4238 4238 OP
289 289 OP2609 20250924 ... 4338 4342 OP
290 290 EC2510 20250924 ... 1128 1085.4 EC
291 291 EC2512 20250924 ... 1678.9 1622.5 EC
292 292 EC2602 20250924 ... 1572.8 1536.9 EC
293 293 EC2604 20250924 ... 1257.3 1235.7 EC
294 294 EC2606 20250924 ... 1436.5 1422.5 EC
295 295 EC2608 20250924 ... 1591.5 1591.2 EC
296 297 SC_TAS2511 20250924 ... SC_TAS
297 298 SC_TAS2512 20250924 ... SC_TAS
298 299 SC_TAS2601 20250924 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 16:26:08,777 - future_1d - INFO - ak.get_shfe_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 PS2510 20250924 50370.0 ... 51390.0 50335.0 PS
1 PS2511 20250924 50300.0 ... 50910.0 50170.0 PS
2 PS2512 20250924 52775.0 ... 53295.0 52510.0 PS
3 PS2601 20250924 52395.0 ... 52905.0 52240.0 PS
4 PS2602 20250924 52260.0 ... 52855.0 52145.0 PS
5 PS2603 20250924 52290.0 ... 52725.0 51780.0 PS
6 PS2604 20250924 52105.0 ... 52925.0 52115.0 PS
7 PS2605 20250924 52010.0 ... 52675.0 51960.0 PS
8 PS2606 20250924 54100.0 ... 54420.0 54160.0 PS
9 PS2607 20250924 53900.0 ... 54480.0 53800.0 PS
10 PS2608 20250924 53370.0 ... 54375.0 53725.0 PS
11 PS2609 20250924 53645.0 ... 54450.0 53680.0 PS
13 SI2510 20250924 8980.0 ... 8925.0 8905.0 SI
14 SI2511 20250924 8950.0 ... 8990.0 8945.0 SI
15 SI2512 20250924 9365.0 ... 9385.0 9350.0 SI
16 SI2601 20250924 9300.0 ... 9355.0 9305.0 SI
17 SI2602 20250924 9290.0 ... 9380.0 9320.0 SI
18 SI2603 20250924 9265.0 ... 9400.0 9340.0 SI
19 SI2604 20250924 9390.0 ... 9410.0 9335.0 SI
20 SI2605 20250924 9350.0 ... 9385.0 9355.0 SI
21 SI2606 20250924 9315.0 ... 9385.0 9335.0 SI
22 SI2607 20250924 9305.0 ... 9415.0 9355.0 SI
23 SI2608 20250924 9300.0 ... 9410.0 9350.0 SI
24 SI2609 20250924 9325.0 ... 9390.0 9360.0 SI
27 LC2510 20250924 73500.0 ... 73280.0 73160.0 LC
28 LC2511 20250924 73700.0 ... 73360.0 73460.0 LC
29 LC2512 20250924 73860.0 ... 73500.0 73540.0 LC
30 LC2601 20250924 73900.0 ... 73360.0 73440.0 LC
31 LC2602 20250924 73620.0 ... 73160.0 73360.0 LC
32 LC2603 20250924 73580.0 ... 73160.0 73320.0 LC
33 LC2604 20250924 74000.0 ... 73580.0 73900.0 LC
34 LC2605 20250924 74020.0 ... 73520.0 73800.0 LC
35 LC2606 20250924 73800.0 ... 73400.0 73500.0 LC
36 LC2607 20250924 73600.0 ... 73200.0 73440.0 LC
37 LC2608 20250924 73660.0 ... 73220.0 73500.0 LC
38 LC2609 20250924 73460.0 ... 73240.0 73580.0 LC
[36 rows x 12 columns]
2025-09-25 16:26:08,902 - future_1d - INFO - ak.get_gfex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 AP510 20250924 8472.0 ... 8525.0 8472.0 AP
1 AP511 20250924 8289.0 ... 8356.0 8263.0 AP
2 AP512 20250924 8252.0 ... 8296.0 8228.0 AP
3 AP601 20250924 8316.0 ... 8344.0 8285.0 AP
4 AP603 20250924 8202.0 ... 8223.0 8179.0 AP
5 AP604 20250924 8188.0 ... 8213.0 8154.0 AP
6 AP605 20250924 8208.0 ... 8248.0 8203.0 AP
7 CF511 20250924 13570.0 ... 13625.0 13490.0 CF
8 CF601 20250924 13560.0 ... 13560.0 13545.0 CF
9 CF603 20250924 13555.0 ... 13535.0 13520.0 CF
10 CF605 20250924 13590.0 ... 13560.0 13560.0 CF
11 CF607 20250924 13600.0 ... 13590.0 13570.0 CF
12 CF609 20250924 13755.0 ... 13735.0 13735.0 CF
13 CJ512 20250924 10800.0 ... 10760.0 10735.0 CJ
14 CJ601 20250924 10840.0 ... 10795.0 10760.0 CJ
15 CJ603 20250924 10820.0 ... 10785.0 10745.0 CJ
16 CJ605 20250924 10870.0 ... 10830.0 10760.0 CJ
17 CJ607 20250924 10960.0 ... 10935.0 10860.0 CJ
18 CJ609 20250924 11050.0 ... 11025.0 10970.0 CJ
19 CY510 20250924 0.0 ... 19600.0 19600.0 CY
20 CY511 20250924 19705.0 ... 19775.0 19640.0 CY
21 CY512 20250924 0.0 ... 19495.0 19495.0 CY
22 CY601 20250924 19680.0 ... 19690.0 19635.0 CY
23 CY602 20250924 0.0 ... 19745.0 19745.0 CY
24 CY603 20250924 0.0 ... 19830.0 19735.0 CY
25 CY604 20250924 0.0 ... 19730.0 19730.0 CY
26 CY605 20250924 0.0 ... 19795.0 19780.0 CY
27 CY606 20250924 0.0 ... 19735.0 19735.0 CY
28 CY607 20250924 0.0 ... 20005.0 20005.0 CY
29 CY608 20250924 19940.0 ... 19940.0 19810.0 CY
30 CY609 20250924 0.0 ... 20035.0 20035.0 CY
31 FG510 20250924 1076.0 ... 1109.0 1073.0 FG
32 FG511 20250924 1070.0 ... 1106.0 1067.0 FG
33 FG512 20250924 1189.0 ... 1228.0 1184.0 FG
34 FG601 20250924 1188.0 ... 1232.0 1181.0 FG
35 FG602 20250924 1247.0 ... 1274.0 1240.0 FG
36 FG603 20250924 1254.0 ... 1289.0 1245.0 FG
37 FG604 20250924 1311.0 ... 1354.0 1308.0 FG
38 FG605 20250924 1316.0 ... 1354.0 1310.0 FG
39 FG606 20250924 1350.0 ... 1382.0 1340.0 FG
40 FG607 20250924 1340.0 ... 1375.0 1339.0 FG
41 FG608 20250924 1385.0 ... 1417.0 1384.0 FG
42 FG609 20250924 1390.0 ... 1414.0 1388.0 FG
43 JR511 20250924 0.0 ... 2662.0 2662.0 JR
44 JR601 20250924 0.0 ... 2662.0 2662.0 JR
45 JR603 20250924 0.0 ... 2662.0 2662.0 JR
46 JR605 20250924 0.0 ... 2662.0 2662.0 JR
47 JR607 20250924 0.0 ... 2662.0 2662.0 JR
48 JR609 20250924 0.0 ... 2662.0 2662.0 JR
49 LR511 20250924 0.0 ... 2360.0 2360.0 LR
50 LR601 20250924 0.0 ... 2360.0 2360.0 LR
51 MA510 20250924 2254.0 ... 2263.0 2249.0 MA
52 MA511 20250924 2291.0 ... 2294.0 2278.0 MA
53 MA512 20250924 2321.0 ... 2332.0 2320.0 MA
54 MA601 20250924 2346.0 ... 2355.0 2340.0 MA
55 MA602 20250924 2371.0 ... 2380.0 2363.0 MA
56 MA603 20250924 2391.0 ... 2396.0 2384.0 MA
57 MA604 20250924 2392.0 ... 2396.0 2379.0 MA
58 MA605 20250924 2375.0 ... 2382.0 2371.0 MA
59 MA606 20250924 2384.0 ... 2389.0 2380.0 MA
60 MA607 20250924 2357.0 ... 2364.0 2356.0 MA
61 MA608 20250924 0.0 ... 2362.0 2354.0 MA
62 MA609 20250924 2333.0 ... 2341.0 2333.0 MA
63 OI511 20250924 10214.0 ... 10110.0 10202.0 OI
64 OI601 20250924 10009.0 ... 9923.0 10026.0 OI
65 OI603 20250924 9757.0 ... 9681.0 9745.0 OI
66 OI605 20250924 9491.0 ... 9437.0 9498.0 OI
67 OI607 20250924 9434.0 ... 9387.0 9448.0 OI
68 OI609 20250924 9400.0 ... 9343.0 9418.0 OI
69 PF510 20250924 6254.0 ... 6274.0 6242.0 PF
70 PF511 20250924 6262.0 ... 6272.0 6234.0 PF
71 PF512 20250924 6216.0 ... 6238.0 6202.0 PF
72 PF601 20250924 6266.0 ... 6284.0 6246.0 PF
73 PF602 20250924 6274.0 ... 6288.0 6258.0 PF
74 PF603 20250924 6274.0 ... 6304.0 6258.0 PF
75 PF604 20250924 6328.0 ... 6342.0 6308.0 PF
76 PF605 20250924 6348.0 ... 6378.0 6332.0 PF
77 PF606 20250924 6372.0 ... 6380.0 6364.0 PF
78 PF607 20250924 6382.0 ... 6394.0 6378.0 PF
79 PF608 20250924 6402.0 ... 6402.0 6392.0 PF
80 PF609 20250924 6442.0 ... 6442.0 6408.0 PF
81 PK510 20250924 7790.0 ... 7796.0 7794.0 PK
82 PK511 20250924 7760.0 ... 7762.0 7772.0 PK
83 PK512 20250924 7786.0 ... 7770.0 7788.0 PK
84 PK601 20250924 7812.0 ... 7790.0 7796.0 PK
85 PK603 20250924 7828.0 ... 7830.0 7818.0 PK
86 PK604 20250924 7836.0 ... 7836.0 7830.0 PK
87 PK605 20250924 7842.0 ... 7836.0 7834.0 PK
88 PL601 20250924 6337.0 ... 6344.0 6332.0 PL
89 PL602 20250924 6377.0 ... 6385.0 6369.0 PL
90 PL603 20250924 0.0 ... 6402.0 6402.0 PL
91 PL604 20250924 0.0 ... 6407.0 6407.0 PL
92 PL605 20250924 0.0 ... 6330.0 6327.0 PL
93 PL606 20250924 0.0 ... 6402.0 6384.0 PL
94 PL607 20250924 0.0 ... 6410.0 6410.0 PL
95 PL608 20250924 0.0 ... 6499.0 6499.0 PL
96 PL609 20250924 0.0 ... 6490.0 6490.0 PL
97 PM511 20250924 0.0 ... 3122.0 3122.0 PM
98 PM601 20250924 0.0 ... 3122.0 3122.0 PM
99 PM603 20250924 0.0 ... 3122.0 3122.0 PM
100 PM605 20250924 0.0 ... 3122.0 3122.0 PM
101 PM607 20250924 0.0 ... 3122.0 3122.0 PM
102 PM609 20250924 0.0 ... 3122.0 3122.0 PM
103 PR510 20250924 5752.0 ... 5798.0 5752.0 PR
104 PR511 20250924 5734.0 ... 5756.0 5708.0 PR
105 PR512 20250924 5742.0 ... 5764.0 5712.0 PR
106 PR601 20250924 5732.0 ... 5746.0 5712.0 PR
107 PR602 20250924 5764.0 ... 5790.0 5756.0 PR
108 PR603 20250924 5774.0 ... 5808.0 5770.0 PR
109 PR604 20250924 5798.0 ... 5826.0 5782.0 PR
110 PR605 20250924 5808.0 ... 5830.0 5792.0 PR
111 PR606 20250924 5860.0 ... 5860.0 5860.0 PR
112 PR607 20250924 5876.0 ... 5876.0 5848.0 PR
113 PR608 20250924 0.0 ... 5892.0 5870.0 PR
114 PR609 20250924 0.0 ... 5882.0 5870.0 PR
115 PX510 20250924 6624.0 ... 6604.0 6564.0 PX
116 PX511 20250924 6562.0 ... 6568.0 6534.0 PX
117 PX512 20250924 6544.0 ... 6576.0 6526.0 PX
118 PX601 20250924 6554.0 ... 6570.0 6518.0 PX
119 PX602 20250924 6560.0 ... 6582.0 6524.0 PX
120 PX603 20250924 6534.0 ... 6570.0 6512.0 PX
121 PX604 20250924 6616.0 ... 6616.0 6540.0 PX
122 PX605 20250924 6570.0 ... 6596.0 6528.0 PX
123 PX606 20250924 0.0 ... 6622.0 6558.0 PX
124 PX607 20250924 6608.0 ... 6608.0 6566.0 PX
125 PX608 20250924 6624.0 ... 6620.0 6548.0 PX
126 PX609 20250924 6628.0 ... 6626.0 6580.0 PX
127 RI511 20250924 0.0 ... 2479.0 2479.0 RI
128 RI601 20250924 0.0 ... 2479.0 2479.0 RI
129 RI603 20250924 0.0 ... 2479.0 2479.0 RI
130 RI605 20250924 0.0 ... 2479.0 2479.0 RI
131 RI607 20250924 0.0 ... 2479.0 2479.0 RI
132 RI609 20250924 0.0 ... 2479.0 2479.0 RI
133 RM511 20250924 2492.0 ... 2459.0 2493.0 RM
134 RM601 20250924 2445.0 ... 2406.0 2468.0 RM
135 RM603 20250924 2357.0 ... 2334.0 2368.0 RM
136 RM605 20250924 2329.0 ... 2321.0 2338.0 RM
137 RM607 20250924 2322.0 ... 2311.0 2328.0 RM
138 RM608 20250924 2421.0 ... 2409.0 2427.0 RM
139 RM609 20250924 2411.0 ... 2396.0 2426.0 RM
140 RS511 20250924 5232.0 ... 5278.0 5297.0 RS
141 RS607 20250924 5525.0 ... 5552.0 5545.0 RS
142 RS608 20250924 5529.0 ... 5543.0 5543.0 RS
143 RS609 20250924 5519.0 ... 5549.0 5553.0 RS
144 SA510 20250924 1202.0 ... 1213.0 1200.0 SA
145 SA511 20250924 1214.0 ... 1218.0 1209.0 SA
146 SA512 20250924 1268.0 ... 1282.0 1267.0 SA
147 SA601 20250924 1278.0 ... 1300.0 1278.0 SA
148 SA602 20250924 1309.0 ... 1318.0 1308.0 SA
149 SA603 20250924 1315.0 ... 1340.0 1317.0 SA
150 SA604 20250924 1355.0 ... 1382.0 1359.0 SA
151 SA605 20250924 1363.0 ... 1389.0 1364.0 SA
152 SA606 20250924 1375.0 ... 1401.0 1378.0 SA
153 SA607 20250924 1376.0 ... 1407.0 1380.0 SA
154 SA608 20250924 1416.0 ... 1437.0 1417.0 SA
155 SA609 20250924 1422.0 ... 1440.0 1423.0 SA
156 SF510 20250924 5510.0 ... 5536.0 5508.0 SF
157 SF511 20250924 5722.0 ... 5732.0 5692.0 SF
158 SF512 20250924 5708.0 ... 5708.0 5676.0 SF
159 SF601 20250924 5692.0 ... 5700.0 5664.0 SF
160 SF602 20250924 5640.0 ... 5662.0 5628.0 SF
161 SF603 20250924 5846.0 ... 5858.0 5784.0 SF
162 SF604 20250924 0.0 ... 5832.0 5832.0 SF
163 SF605 20250924 5776.0 ... 5810.0 5776.0 SF
164 SF606 20250924 5748.0 ... 5786.0 5738.0 SF
165 SF607 20250924 5940.0 ... 5936.0 5876.0 SF
166 SF608 20250924 0.0 ... 5896.0 5846.0 SF
167 SF609 20250924 5884.0 ... 5904.0 5854.0 SF
168 SH510 20250924 2458.0 ... 2471.0 2474.0 SH
169 SH511 20250924 2484.0 ... 2486.0 2493.0 SH
170 SH512 20250924 2536.0 ... 2533.0 2551.0 SH
171 SH601 20250924 2538.0 ... 2533.0 2555.0 SH
172 SH602 20250924 2562.0 ... 2558.0 2573.0 SH
173 SH603 20250924 2577.0 ... 2574.0 2589.0 SH
174 SH604 20250924 2618.0 ... 2620.0 2629.0 SH
175 SH605 20250924 2627.0 ... 2626.0 2648.0 SH
176 SH606 20250924 2640.0 ... 2637.0 2661.0 SH
177 SH607 20250924 2629.0 ... 2631.0 2647.0 SH
178 SH608 20250924 2641.0 ... 2652.0 2655.0 SH
179 SH609 20250924 2662.0 ... 2665.0 2674.0 SH
180 SM510 20250924 5796.0 ... 5814.0 5790.0 SM
181 SM511 20250924 5868.0 ... 5898.0 5862.0 SM
182 SM512 20250924 5880.0 ... 5898.0 5866.0 SM
183 SM601 20250924 5890.0 ... 5910.0 5890.0 SM
184 SM602 20250924 5904.0 ... 5928.0 5892.0 SM
185 SM603 20250924 5904.0 ... 5948.0 5922.0 SM
186 SM604 20250924 5914.0 ... 5954.0 5938.0 SM
187 SM605 20250924 5930.0 ... 5946.0 5930.0 SM
188 SM606 20250924 5966.0 ... 5966.0 5918.0 SM
189 SM607 20250924 5976.0 ... 5978.0 5940.0 SM
190 SM608 20250924 5960.0 ... 5960.0 5928.0 SM
191 SM609 20250924 5950.0 ... 5976.0 5974.0 SM
192 SR511 20250924 5506.0 ... 5538.0 5496.0 SR
193 SR601 20250924 5444.0 ... 5483.0 5440.0 SR
194 SR603 20250924 5437.0 ... 5457.0 5424.0 SR
195 SR605 20250924 5410.0 ... 5446.0 5414.0 SR
196 SR607 20250924 5422.0 ... 5452.0 5427.0 SR
197 SR609 20250924 5450.0 ... 5466.0 5439.0 SR
198 TA510 20250924 4534.0 ... 4558.0 4512.0 TA
199 TA511 20250924 4550.0 ... 4576.0 4528.0 TA
200 TA512 20250924 4566.0 ... 4588.0 4540.0 TA
201 TA601 20250924 4580.0 ... 4598.0 4550.0 TA
202 TA602 20250924 4576.0 ... 4610.0 4560.0 TA
203 TA603 20250924 4594.0 ... 4620.0 4572.0 TA
204 TA604 20250924 4664.0 ... 4660.0 4584.0 TA
205 TA605 20250924 4622.0 ... 4640.0 4592.0 TA
206 TA606 20250924 4618.0 ... 4626.0 4596.0 TA
207 TA607 20250924 4632.0 ... 4662.0 4610.0 TA
208 TA608 20250924 0.0 ... 4690.0 4626.0 TA
209 TA609 20250924 4658.0 ... 4694.0 4634.0 TA
210 UR510 20250924 1559.0 ... 1563.0 1559.0 UR
211 UR511 20250924 1633.0 ... 1649.0 1634.0 UR
212 UR512 20250924 1649.0 ... 1663.0 1648.0 UR
213 UR601 20250924 1662.0 ... 1672.0 1658.0 UR
214 UR602 20250924 1668.0 ... 1681.0 1666.0 UR
215 UR603 20250924 1719.0 ... 1724.0 1710.0 UR
216 UR604 20250924 1725.0 ... 1726.0 1713.0 UR
217 UR605 20250924 1717.0 ... 1723.0 1713.0 UR
218 UR606 20250924 1719.0 ... 1725.0 1714.0 UR
219 UR607 20250924 1748.0 ... 1757.0 1746.0 UR
220 UR608 20250924 1749.0 ... 1751.0 1742.0 UR
221 UR609 20250924 1741.0 ... 1741.0 1735.0 UR
222 WH511 20250924 0.0 ... 3198.0 3198.0 WH
223 WH601 20250924 0.0 ... 3198.0 3198.0 WH
224 WH603 20250924 0.0 ... 3198.0 3198.0 WH
225 WH605 20250924 0.0 ... 3198.0 3198.0 WH
226 WH607 20250924 0.0 ... 3198.0 3198.0 WH
227 WH609 20250924 0.0 ... 3198.0 3198.0 WH
228 ZC510 20250924 0.0 ... 801.4 801.4 ZC
229 ZC511 20250924 0.0 ... 801.4 801.4 ZC
230 ZC512 20250924 0.0 ... 801.4 801.4 ZC
231 ZC601 20250924 0.0 ... 801.4 801.4 ZC
232 ZC602 20250924 0.0 ... 801.4 801.4 ZC
233 ZC603 20250924 0.0 ... 801.4 801.4 ZC
234 ZC604 20250924 0.0 ... 801.4 801.4 ZC
235 ZC605 20250924 0.0 ... 801.4 801.4 ZC
236 ZC606 20250924 0.0 ... 801.4 801.4 ZC
237 ZC607 20250924 0.0 ... 801.4 801.4 ZC
238 ZC608 20250924 0.0 ... 801.4 801.4 ZC
239 ZC609 20250924 0.0 ... 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 16:26:09,159 - future_1d - INFO - ak.get_czce_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 IC2510 20250924 7053.800 ... 7260.400 7034.000 IC
1 IC2511 20250924 6965.800 ... 7190.400 6972.000 IC
2 IC2512 20250924 6910.000 ... 7135.800 6888.200 IC
3 IC2603 20250924 6730.200 ... 6960.000 6715.600 IC
4 IF2510 20250924 4485.200 ... 4547.200 4482.000 IF
5 IF2511 20250924 4476.600 ... 4528.800 4472.600 IF
6 IF2512 20250924 4468.800 ... 4522.600 4454.600 IF
7 IF2603 20250924 4441.800 ... 4493.600 4425.200 IF
8 IH2510 20250924 2916.800 ... 2939.200 2911.800 IH
9 IH2511 20250924 2916.400 ... 2936.600 2912.600 IH
10 IH2512 20250924 2916.800 ... 2938.200 2912.400 IH
11 IH2603 20250924 2916.400 ... 2939.000 2911.400 IH
12 IM2510 20250924 7285.600 ... 7454.800 7250.400 IM
13 IM2511 20250924 7185.000 ... 7370.800 7160.400 IM
14 IM2512 20250924 7100.000 ... 7288.400 7075.800 IM
15 IM2603 20250924 6885.000 ... 7074.000 6870.200 IM
16 T2512 20250924 107.780 ... 107.620 107.755 T
17 T2603 20250924 107.450 ... 107.275 107.420 T
18 T2606 20250924 107.355 ... 107.195 107.320 T
19 TF2512 20250924 105.625 ... 105.540 105.645 TF
20 TF2603 20250924 105.530 ... 105.415 105.515 TF
21 TF2606 20250924 105.470 ... 105.360 105.455 TF
22 TL2512 20250924 114.510 ... 113.990 114.540 TL
23 TL2603 20250924 114.210 ... 113.630 114.200 TL
24 TL2606 20250924 114.150 ... 113.620 114.250 TL
25 TS2512 20250924 102.340 ... 102.324 102.352 TS
26 TS2603 20250924 102.290 ... 102.248 102.280 TS
27 TS2606 20250924 102.308 ... 102.262 102.280 TS
[28 rows x 12 columns]
2025-09-25 16:26:09,524 - future_1d - INFO - ak.get_cffex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 SC2510 20250924 479.3 ... 479.3 477.6 SC
1 SC2511 20250924 479.2 ... 482.3 475.3 SC
2 SC2512 20250924 479.3 ... 482.8 475.6 SC
3 SC2601 20250924 480.2 ... 482.7 475.6 SC
4 SC2602 20250924 479.4 ... 482.1 475.1 SC
5 SC2603 20250924 478.5 ... 481.8 474.4 SC
6 SC2604 20250924 478.5 ... 482.5 475.3 SC
7 SC2605 20250924 478.5 ... 480.8 475 SC
8 SC2606 20250924 478.5 ... 480 474.4 SC
9 SC2607 20250924 479 ... 480 472.8 SC
10 SC2608 20250924 478.2 ... 478.1 472.8 SC
11 SC2609 20250924 477 ... 477.8 471.8 SC
12 SC2612 20250924 ... 472 469.8 SC
13 SC2703 20250924 ... 473.1 472 SC
14 SC2706 20250924 ... 469.2 469.2 SC
15 SC2709 20250924 ... 470 470 SC
16 SC2712 20250924 469.1 ... 469.1 466.3 SC
17 SC2803 20250924 ... 468 468 SC
18 SC2806 20250924 465.3 ... 465.8 458.9 SC
19 SC2809 20250924 464.2 ... 464.2 461 SC
21 LU2510 20250924 3341 ... 3366 3317 LU
22 LU2511 20250924 3386 ... 3397 3345 LU
23 LU2512 20250924 3364 ... 3385 3328 LU
24 LU2601 20250924 3354 ... 3377 3318 LU
25 LU2602 20250924 3348 ... 3362 3309 LU
26 LU2603 20250924 3346 ... 3358 3301 LU
27 LU2604 20250924 3356 ... 3356 3294 LU
28 LU2605 20250924 3330 ... 3356 3304 LU
29 LU2606 20250924 3346 ... 3347 3297 LU
30 LU2607 20250924 3338 ... 3344 3278 LU
31 LU2608 20250924 3325 ... 3334 3274 LU
32 LU2609 20250924 3288 ... 3320 3268 LU
34 NR2510 20250924 12400 ... 12415 12390 NR
35 NR2511 20250924 12385 ... 12455 12435 NR
36 NR2512 20250924 12415 ... 12465 12445 NR
37 NR2601 20250924 12455 ... 12490 12475 NR
38 NR2602 20250924 12460 ... 12490 12460 NR
39 NR2603 20250924 12460 ... 12510 12505 NR
40 NR2604 20250924 12520 ... 12530 12525 NR
41 NR2605 20250924 12590 ... 12600 12505 NR
42 NR2606 20250924 ... 12495 12495 NR
43 NR2607 20250924 ... 12650 12650 NR
44 NR2608 20250924 ... 12685 12685 NR
45 NR2609 20250924 ... 12510 12510 NR
47 BC2510 20250924 71050 ... 70910 70920 BC
48 BC2511 20250924 71050 ... 71060 70990 BC
49 BC2512 20250924 ... 71110 71110 BC
50 BC2601 20250924 ... 71300 71300 BC
51 BC2602 20250924 ... 71100 71100 BC
52 BC2603 20250924 ... 71210 71210 BC
53 BC2604 20250924 ... 71300 71300 BC
54 BC2605 20250924 ... 71300 71300 BC
55 BC2606 20250924 ... 71400 71400 BC
56 BC2607 20250924 ... 71400 71400 BC
57 BC2608 20250924 ... 71400 71400 BC
58 BC2609 20250924 ... 71550 71550 BC
60 EC2510 20250924 1101.6 ... 1128 1085.4 EC
61 EC2512 20250924 1628.8 ... 1678.9 1622.5 EC
62 EC2602 20250924 1548.1 ... 1572.8 1536.9 EC
63 EC2604 20250924 1238.6 ... 1257.3 1235.7 EC
64 EC2606 20250924 1426 ... 1436.5 1422.5 EC
65 EC2608 20250924 1588 ... 1591.5 1591.2 EC
68 SC_TAS2511 20250924 ... SC_TAS
69 SC_TAS2512 20250924 ... SC_TAS
70 SC_TAS2601 20250924 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 16:26:09,584 - future_1d - INFO - ak.get_ine_daily('2025-09-24') done
2025-09-25 16:26:11,352 - future_1d - INFO - save future_daily 2025-09-24 completed
symbol date open ... settle pre_settle variety
0 a2511 20250925 3916.0 ... 3930.00 3890.00 A
1 a2601 20250925 3898.0 ... 3912.00 3879.00 A
2 a2603 20250925 3900.0 ... 3912.00 3886.00 A
3 a2605 20250925 3929.0 ... 3944.00 3929.00 A
4 a2607 20250925 3931.0 ... 3943.00 3931.00 A
5 a2609 20250925 3941.0 ... 3951.00 3942.00 A
6 b2510 20250925 3591.0 ... 3628.00 3575.00 B
7 b2511 20250925 3618.0 ... 3636.00 3582.00 B
8 b2512 20250925 3632.0 ... 3652.00 3611.00 B
9 b2601 20250925 3645.0 ... 3651.00 3605.00 B
10 b2602 20250925 3640.0 ... 3654.00 3608.00 B
11 b2603 20250925 3605.0 ... 3618.00 3580.00 B
12 b2604 20250925 3519.0 ... 3521.00 3495.00 B
13 b2605 20250925 3437.0 ... 3450.00 3425.00 B
14 b2606 20250925 3419.0 ... 3426.00 3405.00 B
15 b2607 20250925 3452.0 ... 3429.00 3413.00 B
16 b2608 20250925 3517.0 ... 3525.00 3508.00 B
17 b2609 20250925 3539.0 ... 3538.00 3516.00 B
18 bb2511 20250925 141.9 ... 142.00 142.00 BB
19 bb2601 20250925 147.0 ... 146.95 146.80 BB
20 bb2603 20250925 0.0 ... 147.00 147.00 BB
21 bb2605 20250925 0.0 ... 141.70 141.60 BB
22 bb2607 20250925 0.0 ... 146.45 146.35 BB
23 bb2609 20250925 0.0 ... 146.45 146.35 BB
24 bz2603 20250925 5916.0 ... 5930.00 5910.00 BZ
25 bz2604 20250925 5908.0 ... 5914.00 5902.00 BZ
26 bz2605 20250925 5929.0 ... 5939.00 5916.00 BZ
27 bz2606 20250925 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250925 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250925 0.0 ... 5884.00 5884.00 BZ
30 c2511 20250925 2167.0 ... 2166.00 2158.00 C
31 c2601 20250925 2137.0 ... 2136.00 2134.00 C
32 c2603 20250925 2147.0 ... 2144.00 2146.00 C
33 c2605 20250925 2204.0 ... 2199.00 2201.00 C
34 c2607 20250925 2216.0 ... 2211.00 2214.00 C
35 c2609 20250925 2231.0 ... 2227.00 2231.00 C
36 cs2511 20250925 2474.0 ... 2476.00 2458.00 CS
37 cs2601 20250925 2469.0 ... 2466.00 2459.00 CS
38 cs2603 20250925 2465.0 ... 2466.00 2461.00 CS
39 cs2605 20250925 2545.0 ... 2546.00 2540.00 CS
40 cs2607 20250925 2558.0 ... 2551.00 2549.00 CS
41 cs2609 20250925 2593.0 ... 2590.00 2588.00 CS
42 eb2509 20250925 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250925 6915.0 ... 6919.00 6884.00 EB
44 eb2511 20250925 6938.0 ... 6958.00 6923.00 EB
45 eb2512 20250925 6970.0 ... 6974.00 6940.00 EB
46 eb2601 20250925 6994.0 ... 7000.00 6978.00 EB
47 eb2602 20250925 7028.0 ... 7030.00 7013.00 EB
48 eb2603 20250925 7064.0 ... 7069.00 7051.00 EB
49 eb2604 20250925 7090.0 ... 7098.00 7085.00 EB
50 eb2605 20250925 7118.0 ... 7111.00 7107.00 EB
51 eb2606 20250925 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250925 7134.0 ... 7134.00 7071.00 EB
53 eb2608 20250925 0.0 ... 7177.00 7178.00 EB
54 eg2509 20250925 0.0 ... 4175.00 4139.00 EG
55 eg2510 20250925 4293.0 ... 4300.00 4259.00 EG
56 eg2511 20250925 4112.0 ... 4230.00 4219.00 EG
57 eg2512 20250925 4231.0 ... 4236.00 4228.00 EG
58 eg2601 20250925 4255.0 ... 4249.00 4227.00 EG
59 eg2602 20250925 4258.0 ... 4260.00 4240.00 EG
60 eg2603 20250925 4269.0 ... 4270.00 4247.00 EG
61 eg2604 20250925 0.0 ... 4285.00 4279.00 EG
62 eg2605 20250925 4315.0 ... 4309.00 4286.00 EG
63 eg2606 20250925 0.0 ... 4300.00 4290.00 EG
64 eg2607 20250925 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250925 0.0 ... 4346.00 4346.00 EG
66 fb2510 20250925 1261.0 ... 1262.50 1259.50 FB
67 fb2511 20250925 1254.0 ... 1254.50 1254.50 FB
68 fb2512 20250925 1253.5 ... 1253.50 1254.00 FB
69 fb2601 20250925 1254.5 ... 1255.00 1254.50 FB
70 fb2602 20250925 1256.0 ... 1255.00 1255.50 FB
71 fb2603 20250925 1245.0 ... 1245.50 1246.00 FB
72 fb2604 20250925 0.0 ... 1252.00 1252.00 FB
73 fb2605 20250925 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250925 0.0 ... 1292.00 1292.00 FB
75 fb2607 20250925 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250925 0.0 ... 1308.00 1308.00 FB
77 fb2609 20250925 0.0 ... 1296.00 1296.00 FB
78 i2510 20250925 822.0 ... 821.00 820.00 I
79 i2511 20250925 816.0 ... 816.00 816.00 I
80 i2512 20250925 811.5 ... 811.00 811.00 I
81 i2601 20250925 805.5 ... 804.00 803.50 I
82 i2602 20250925 799.5 ... 799.50 799.00 I
83 i2603 20250925 795.0 ... 794.50 793.00 I
84 i2604 20250925 789.5 ... 791.00 789.50 I
85 i2605 20250925 784.0 ... 784.50 781.50 I
86 i2606 20250925 777.5 ... 779.50 777.00 I
87 i2607 20250925 772.5 ... 774.50 771.50 I
88 i2608 20250925 768.0 ... 769.50 767.00 I
89 i2609 20250925 762.0 ... 764.00 762.00 I
90 j2510 20250925 1630.0 ... 1645.00 1628.00 J
91 j2511 20250925 1657.5 ... 1667.00 1655.00 J
92 j2512 20250925 1705.0 ... 1715.50 1690.50 J
93 j2601 20250925 1730.0 ... 1741.00 1725.50 J
94 j2602 20250925 0.0 ... 1757.50 1747.50 J
95 j2603 20250925 0.0 ... 1783.00 1783.00 J
96 j2604 20250925 0.0 ... 1841.50 1841.50 J
97 j2605 20250925 1863.0 ... 1885.50 1869.50 J
98 j2606 20250925 1888.5 ... 1901.00 1869.50 J
99 j2607 20250925 1900.0 ... 1910.50 1898.50 J
100 j2608 20250925 0.0 ... 1919.50 1919.50 J
101 j2609 20250925 1938.0 ... 1956.50 1943.00 J
102 jd2509 20250925 0.0 ... 3220.00 3250.00 JD
103 jd2510 20250925 2936.0 ... 2977.00 2958.00 JD
104 jd2511 20250925 3055.0 ... 3073.00 3057.00 JD
105 jd2512 20250925 3182.0 ... 3203.00 3182.00 JD
106 jd2601 20250925 3355.0 ... 3365.00 3354.00 JD
107 jd2602 20250925 3122.0 ... 3117.00 3122.00 JD
108 jd2603 20250925 3150.0 ... 3145.00 3144.00 JD
109 jd2604 20250925 3274.0 ... 3265.00 3268.00 JD
110 jd2605 20250925 3394.0 ... 3392.00 3391.00 JD
111 jd2606 20250925 3234.0 ... 3234.00 3228.00 JD
112 jd2607 20250925 3474.0 ... 3478.00 3472.00 JD
113 jd2608 20250925 3921.0 ... 3920.00 3918.00 JD
114 jm2510 20250925 1032.5 ... 1026.00 1025.50 JM
115 jm2511 20250925 1075.0 ... 1080.50 1078.50 JM
116 jm2512 20250925 1155.0 ... 1152.50 1149.50 JM
117 jm2601 20250925 1229.5 ... 1229.00 1222.50 JM
118 jm2602 20250925 1247.5 ... 1250.50 1247.50 JM
119 jm2603 20250925 1269.0 ... 1272.00 1268.00 JM
120 jm2604 20250925 1287.0 ... 1294.50 1289.00 JM
121 jm2605 20250925 1312.0 ... 1318.00 1316.00 JM
122 jm2606 20250925 1331.0 ... 1334.00 1332.00 JM
123 jm2607 20250925 1344.0 ... 1346.50 1346.00 JM
124 jm2608 20250925 1365.5 ... 1362.00 1364.50 JM
125 jm2609 20250925 1382.0 ... 1389.00 1386.00 JM
126 l2510 20250925 7113.0 ... 7096.00 7075.00 L
127 l2511 20250925 7146.0 ... 7123.00 7109.00 L
128 l2512 20250925 7155.0 ... 7151.00 7131.00 L
129 l2601 20250925 7169.0 ... 7168.00 7138.00 L
130 l2602 20250925 7156.0 ... 7163.00 7144.00 L
131 l2603 20250925 7172.0 ... 7176.00 7146.00 L
132 l2604 20250925 7209.0 ... 7212.00 7193.00 L
133 l2605 20250925 7185.0 ... 7203.00 7179.00 L
134 l2606 20250925 7201.0 ... 7201.00 7187.00 L
135 l2607 20250925 7220.0 ... 7220.00 7208.00 L
136 l2608 20250925 0.0 ... 7230.00 7230.00 L
137 l2609 20250925 7218.0 ... 7230.00 7228.00 L
138 lg2509 20250925 0.0 ... 772.00 766.00 LG
139 lg2511 20250925 804.0 ... 804.50 804.50 LG
140 lg2601 20250925 819.0 ... 819.50 820.00 LG
141 lg2603 20250925 824.5 ... 825.00 826.00 LG
142 lg2605 20250925 825.0 ... 827.50 827.50 LG
143 lg2607 20250925 827.0 ... 827.50 828.00 LG
144 lh2509 20250925 0.0 ... 13065.00 12600.00 LH
145 lh2511 20250925 12730.0 ... 12700.00 12700.00 LH
146 lh2601 20250925 13360.0 ... 13325.00 13295.00 LH
147 lh2603 20250925 12750.0 ... 12745.00 12700.00 LH
148 lh2605 20250925 13160.0 ... 13145.00 13140.00 LH
149 lh2607 20250925 13870.0 ... 13805.00 13810.00 LH
150 m2511 20250925 2929.0 ... 2934.00 2895.00 M
151 m2512 20250925 2970.0 ... 2973.00 2937.00 M
152 m2601 20250925 2958.0 ... 2961.00 2922.00 M
153 m2603 20250925 2923.0 ... 2929.00 2897.00 M
154 m2605 20250925 2760.0 ... 2759.00 2743.00 M
155 m2607 20250925 2757.0 ... 2749.00 2737.00 M
156 m2608 20250925 2853.0 ... 2864.00 2848.00 M
157 m2609 20250925 2858.0 ... 2870.00 2851.00 M
158 p2510 20250925 8994.0 ... 9072.00 8904.00 P
159 p2511 20250925 9134.0 ... 9162.00 9044.00 P
160 p2512 20250925 9108.0 ... 9186.00 9052.00 P
161 p2601 20250925 9188.0 ... 9214.00 9078.00 P
162 p2602 20250925 9154.0 ... 9184.00 9062.00 P
163 p2603 20250925 9104.0 ... 9142.00 9018.00 P
164 p2604 20250925 9118.0 ... 9092.00 8982.00 P
165 p2605 20250925 8994.0 ... 9030.00 8902.00 P
166 p2606 20250925 8944.0 ... 8928.00 8798.00 P
167 p2607 20250925 8850.0 ... 8834.00 8718.00 P
168 p2608 20250925 8754.0 ... 8750.00 8618.00 P
169 p2609 20250925 8622.0 ... 8646.00 8546.00 P
170 pg2509 20250925 0.0 ... 3793.00 3810.00 PG
171 pg2510 20250925 4337.0 ... 4352.00 4332.00 PG
172 pg2511 20250925 4254.0 ... 4258.00 4254.00 PG
173 pg2512 20250925 4194.0 ... 4196.00 4193.00 PG
174 pg2601 20250925 4135.0 ... 4137.00 4132.00 PG
175 pg2602 20250925 4067.0 ... 4072.00 4065.00 PG
176 pg2603 20250925 3986.0 ... 3992.00 3989.00 PG
177 pg2604 20250925 4347.0 ... 4357.00 4363.00 PG
178 pg2605 20250925 4263.0 ... 4270.00 4265.00 PG
179 pg2606 20250925 4220.0 ... 4220.00 4220.00 PG
180 pg2607 20250925 4141.0 ... 4154.00 4153.00 PG
181 pg2608 20250925 4102.0 ... 4116.00 4096.00 PG
182 pp2510 20250925 6776.0 ... 6784.00 6763.00 PP
183 pp2511 20250925 6838.0 ... 6827.00 6806.00 PP
184 pp2512 20250925 6848.0 ... 6861.00 6843.00 PP
185 pp2601 20250925 6890.0 ... 6893.00 6870.00 PP
186 pp2602 20250925 6872.0 ... 6877.00 6858.00 PP
187 pp2603 20250925 6878.0 ... 6880.00 6859.00 PP
188 pp2604 20250925 6914.0 ... 6918.00 6904.00 PP
189 pp2605 20250925 6923.0 ... 6935.00 6916.00 PP
190 pp2606 20250925 6908.0 ... 6908.00 6895.00 PP
191 pp2607 20250925 6885.0 ... 6883.00 6871.00 PP
192 pp2608 20250925 6881.0 ... 6884.00 6881.00 PP
193 pp2609 20250925 6902.0 ... 6911.00 6903.00 PP
194 rr2510 20250925 3617.0 ... 3618.00 3622.00 RR
195 rr2511 20250925 3615.0 ... 3612.00 3614.00 RR
196 rr2512 20250925 3615.0 ... 3614.00 3615.00 RR
197 rr2601 20250925 3622.0 ... 3622.00 3621.00 RR
198 rr2602 20250925 3605.0 ... 3605.00 3602.00 RR
199 rr2603 20250925 0.0 ... 3612.00 3612.00 RR
200 rr2604 20250925 3616.0 ... 3616.00 3616.00 RR
201 rr2605 20250925 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250925 0.0 ... 3600.00 3600.00 RR
203 rr2607 20250925 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250925 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250925 0.0 ... 3614.00 3614.00 RR
206 v2510 20250925 4805.0 ... 4808.00 4787.00 V
207 v2511 20250925 4836.0 ... 4838.00 4823.00 V
208 v2512 20250925 4873.0 ... 4877.00 4871.00 V
209 v2601 20250925 4920.0 ... 4925.00 4906.00 V
210 v2602 20250925 4945.0 ... 4964.00 4960.00 V
211 v2603 20250925 4982.0 ... 4996.00 4994.00 V
212 v2604 20250925 5194.0 ... 5191.00 5162.00 V
213 v2605 20250925 5230.0 ... 5226.00 5208.00 V
214 v2606 20250925 5261.0 ... 5262.00 5232.00 V
215 v2607 20250925 5281.0 ... 5294.00 5262.00 V
216 v2608 20250925 5312.0 ... 5331.00 5293.00 V
217 v2609 20250925 5344.0 ... 5355.00 5328.00 V
218 y2511 20250925 8144.0 ... 8188.00 8100.00 Y
219 y2512 20250925 8200.0 ... 8238.00 8154.00 Y
220 y2601 20250925 8166.0 ... 8180.00 8096.00 Y
221 y2603 20250925 8076.0 ... 8112.00 8050.00 Y
222 y2605 20250925 7894.0 ... 7924.00 7852.00 Y
223 y2607 20250925 7848.0 ... 7878.00 7816.00 Y
224 y2608 20250925 7852.0 ... 7880.00 7816.00 Y
225 y2609 20250925 7804.0 ... 7852.00 7782.00 Y
[226 rows x 12 columns]
2025-09-25 16:26:18,971 - future_1d - INFO - ak.get_dce_daily('2025-09-25') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250925 ... 82080 79990 CU
1 1 CU2511 20250925 ... 82160 79990 CU
2 2 CU2512 20250925 ... 82110 79980 CU
3 3 CU2601 20250925 ... 82090 79970 CU
4 4 CU2602 20250925 ... 81970 79960 CU
5 5 CU2603 20250925 ... 82050 79950 CU
6 6 CU2604 20250925 ... 81900 79970 CU
7 7 CU2605 20250925 ... 82230 79910 CU
8 8 CU2606 20250925 ... 81760 79860 CU
9 9 CU2607 20250925 ... 81710 79840 CU
10 10 CU2608 20250925 ... 81680 79880 CU
11 11 CU2609 20250925 ... 81920 79890 CU
12 12 BC2510 20250925 ... 72920 70910 BC
13 13 BC2511 20250925 ... 73030 71060 BC
14 14 BC2512 20250925 ... 73180 71110 BC
15 15 BC2601 20250925 ... 73160 71300 BC
16 16 BC2602 20250925 ... 73100 71100 BC
17 17 BC2603 20250925 ... 73000 71210 BC
18 18 BC2604 20250925 ... 73000 71300 BC
19 19 BC2605 20250925 ... 72900 71300 BC
20 20 BC2606 20250925 ... 72900 71400 BC
21 21 BC2607 20250925 ... 72800 71400 BC
22 22 BC2608 20250925 ... 73000 71400 BC
23 23 BC2609 20250925 ... 73000 71550 BC
24 24 AL2510 20250925 ... 20765 20680 AL
25 25 AL2511 20250925 ... 20780 20685 AL
26 26 AL2512 20250925 ... 20780 20690 AL
27 27 AL2601 20250925 ... 20780 20695 AL
28 28 AL2602 20250925 ... 20785 20695 AL
29 29 AL2603 20250925 ... 20815 20725 AL
30 30 AL2604 20250925 ... 20830 20750 AL
31 31 AL2605 20250925 ... 20845 20755 AL
32 32 AL2606 20250925 ... 20850 20785 AL
33 33 AL2607 20250925 ... 20850 20780 AL
34 34 AL2608 20250925 ... 20860 20775 AL
35 35 AL2609 20250925 ... 20860 20775 AL
36 36 ZN2510 20250925 ... 21960 21905 ZN
37 37 ZN2511 20250925 ... 21965 21915 ZN
38 38 ZN2512 20250925 ... 21980 21915 ZN
39 39 ZN2601 20250925 ... 21995 21930 ZN
40 40 ZN2602 20250925 ... 22030 21955 ZN
41 41 ZN2603 20250925 ... 22040 21970 ZN
42 42 ZN2604 20250925 ... 22090 22010 ZN
43 43 ZN2605 20250925 ... 22160 22045 ZN
44 44 ZN2606 20250925 ... 22185 22080 ZN
45 45 ZN2607 20250925 ... 22095 22095 ZN
46 46 ZN2608 20250925 ... 22185 22115 ZN
47 47 ZN2609 20250925 ... 22195 22145 ZN
48 48 PB2510 20250925 ... 17070 17035 PB
49 49 PB2511 20250925 ... 17110 17075 PB
50 50 PB2512 20250925 ... 17125 17090 PB
51 51 PB2601 20250925 ... 17135 17085 PB
52 52 PB2602 20250925 ... 17090 17090 PB
53 53 PB2603 20250925 ... 17175 17125 PB
54 54 PB2604 20250925 ... 17215 17215 PB
55 55 PB2605 20250925 ... 17170 17140 PB
56 56 PB2606 20250925 ... 17190 17160 PB
57 57 PB2607 20250925 ... 17175 17175 PB
58 58 PB2608 20250925 ... 17210 17140 PB
59 59 PB2609 20250925 ... 17230 17185 PB
60 60 NI2510 20250925 ... 122390 121450 NI
61 61 NI2511 20250925 ... 122730 121680 NI
62 62 NI2512 20250925 ... 122960 121810 NI
63 63 NI2601 20250925 ... 123080 122020 NI
64 64 NI2602 20250925 ... 123580 122250 NI
65 65 NI2603 20250925 ... 123430 122510 NI
66 66 NI2604 20250925 ... 123660 122640 NI
67 67 NI2605 20250925 ... 123980 122920 NI
68 68 NI2606 20250925 ... 123830 123050 NI
69 69 NI2607 20250925 ... 124190 123340 NI
70 70 NI2608 20250925 ... 125100 123750 NI
71 71 NI2609 20250925 ... 125630 124090 NI
72 72 SN2510 20250925 ... 273150 271570 SN
73 73 SN2511 20250925 ... 273490 271840 SN
74 74 SN2512 20250925 ... 273700 272030 SN
75 75 SN2601 20250925 ... 273840 272140 SN
76 76 SN2602 20250925 ... 273860 272100 SN
77 77 SN2603 20250925 ... 274180 272640 SN
78 78 SN2604 20250925 ... 274410 272870 SN
79 79 SN2605 20250925 ... 274840 273140 SN
80 80 SN2606 20250925 ... 274920 273310 SN
81 81 SN2607 20250925 ... 274910 273200 SN
82 82 SN2608 20250925 ... 275220 273380 SN
83 83 SN2609 20250925 ... 276240 273670 SN
84 84 AO2510 20250925 ... 2875 2858 AO
85 85 AO2511 20250925 ... 2897 2871 AO
86 86 AO2512 20250925 ... 2912 2882 AO
87 87 AO2601 20250925 ... 2927 2894 AO
88 88 AO2602 20250925 ... 2936 2906 AO
89 89 AO2603 20250925 ... 3003 2975 AO
90 90 AO2604 20250925 ... 3007 2980 AO
91 91 AO2605 20250925 ... 3016 2986 AO
92 92 AO2606 20250925 ... 3023 2993 AO
93 93 AO2607 20250925 ... 3032 2996 AO
94 94 AO2608 20250925 ... 3036 3007 AO
95 95 AO2609 20250925 ... 3045 3020 AO
96 96 AD2511 20250925 ... 20360 20320 AD
97 97 AD2512 20250925 ... 20405 20315 AD
98 98 AD2601 20250925 ... 20410 20320 AD
99 99 AD2602 20250925 ... 20440 20320 AD
100 100 AD2603 20250925 ... 20300 20300 AD
101 101 AD2604 20250925 ... 20320 20320 AD
102 102 AD2605 20250925 ... 20320 20320 AD
103 103 AD2606 20250925 ... 20385 20305 AD
104 104 AD2607 20250925 ... 20510 20510 AD
105 105 AD2608 20250925 ... 20515 20515 AD
106 106 AD2609 20250925 ... 20335 20335 AD
107 107 AU2510 20250925 ... 853.14 854.98 AU
108 108 AU2511 20250925 ... 854.06 856.34 AU
109 109 AU2512 20250925 ... 855.96 858.6 AU
110 110 AU2602 20250925 ... 858.8 860.92 AU
111 111 AU2604 20250925 ... 860.04 863.22 AU
112 112 AU2606 20250925 ... 863.34 865.94 AU
113 113 AU2608 20250925 ... 865.28 869.22 AU
114 114 AU2610 20250925 ... 869.38 872.52 AU
115 115 AG2510 20250925 ... 10358 10356 AG
116 116 AG2511 20250925 ... 10374 10388 AG
117 117 AG2512 20250925 ... 10396 10403 AG
118 118 AG2601 20250925 ... 10407 10415 AG
119 119 AG2602 20250925 ... 10420 10423 AG
120 120 AG2603 20250925 ... 10441 10438 AG
121 121 AG2604 20250925 ... 10454 10454 AG
122 122 AG2605 20250925 ... 10463 10468 AG
123 123 AG2606 20250925 ... 10478 10479 AG
124 124 AG2607 20250925 ... 10491 10496 AG
125 125 AG2608 20250925 ... 10504 10509 AG
126 126 AG2609 20250925 ... 10512 10514 AG
127 127 RB2510 20250925 ... 3072 3066 RB
128 128 RB2511 20250925 ... 3087 3082 RB
129 129 RB2512 20250925 ... 3144 3136 RB
130 130 RB2601 20250925 ... 3164 3157 RB
131 131 RB2602 20250925 ... 3165 3159 RB
132 132 RB2603 20250925 ... 3183 3175 RB
133 133 RB2604 20250925 ... 3204 3193 RB
134 134 RB2605 20250925 ... 3223 3217 RB
135 135 RB2606 20250925 ... 3238 3235 RB
136 136 RB2607 20250925 ... 3247 3246 RB
137 137 RB2608 20250925 ... 3248 3241 RB
138 138 RB2609 20250925 ... 3255 3244 RB
139 139 WR2510 20250925 ... 3233 3233 WR
140 140 WR2511 20250925 ... 3330 3343 WR
141 141 WR2512 20250925 ... 3324 3324 WR
142 142 WR2601 20250925 ... 3339 3349 WR
143 143 WR2602 20250925 ... 3353 3339 WR
144 144 WR2603 20250925 ... 3399 3399 WR
145 145 WR2604 20250925 ... 3389 3389 WR
146 146 WR2605 20250925 ... 3413 3414 WR
147 147 WR2606 20250925 ... 3372 3372 WR
148 148 WR2607 20250925 ... 3390 3390 WR
149 149 WR2608 20250925 ... 3371 3371 WR
150 150 WR2609 20250925 ... 3418 3418 WR
151 151 HC2510 20250925 ... 3415 3401 HC
152 152 HC2511 20250925 ... 3391 3380 HC
153 153 HC2512 20250925 ... 3378 3368 HC
154 154 HC2601 20250925 ... 3354 3350 HC
155 155 HC2602 20250925 ... 3353 3346 HC
156 156 HC2603 20250925 ... 3357 3351 HC
157 157 HC2604 20250925 ... 3358 3349 HC
158 158 HC2605 20250925 ... 3364 3358 HC
159 159 HC2606 20250925 ... 3360 3362 HC
160 160 HC2607 20250925 ... 3376 3369 HC
161 161 HC2608 20250925 ... 3371 3371 HC
162 162 HC2609 20250925 ... 3383 3383 HC
163 163 SS2510 20250925 ... 12800 12790 SS
164 164 SS2511 20250925 ... 12915 12905 SS
165 165 SS2512 20250925 ... 12960 12945 SS
166 166 SS2601 20250925 ... 13020 13005 SS
167 167 SS2602 20250925 ... 13070 13040 SS
168 168 SS2603 20250925 ... 13175 13125 SS
169 169 SS2604 20250925 ... 13215 13180 SS
170 170 SS2605 20250925 ... 13295 13260 SS
171 171 SS2606 20250925 ... 13340 13305 SS
172 172 SS2607 20250925 ... 13410 13395 SS
173 173 SS2608 20250925 ... 13465 13420 SS
174 174 SS2609 20250925 ... 13535 13485 SS
175 175 SC2510 20250925 ... 489.3 479.3 SC
176 176 SC2511 20250925 ... 488.9 482.3 SC
177 177 SC2512 20250925 ... 489.8 482.8 SC
178 178 SC2601 20250925 ... 489.8 482.7 SC
179 179 SC2602 20250925 ... 488.9 482.1 SC
180 180 SC2603 20250925 ... 488.3 481.8 SC
181 181 SC2604 20250925 ... 488 482.5 SC
182 182 SC2605 20250925 ... 486.8 480.8 SC
183 183 SC2606 20250925 ... 486.3 480 SC
184 184 SC2607 20250925 ... 487.3 480 SC
185 185 SC2608 20250925 ... 485.8 478.1 SC
186 186 SC2609 20250925 ... 482.7 477.8 SC
187 187 SC2612 20250925 ... 473.5 472 SC
188 188 SC2703 20250925 ... 478.3 473.1 SC
189 189 SC2706 20250925 ... 476 469.2 SC
190 190 SC2709 20250925 ... 477 470 SC
191 191 SC2712 20250925 ... 477.8 469.1 SC
192 192 SC2803 20250925 ... 476 468 SC
193 193 SC2806 20250925 ... 473.2 465.8 SC
194 194 SC2809 20250925 ... 472.1 464.2 SC
195 195 LU2510 20250925 ... 3366 3366 LU
196 196 LU2511 20250925 ... 3435 3397 LU
197 197 LU2512 20250925 ... 3430 3385 LU
198 198 LU2601 20250925 ... 3418 3377 LU
199 199 LU2602 20250925 ... 3400 3362 LU
200 200 LU2603 20250925 ... 3398 3358 LU
201 201 LU2604 20250925 ... 3395 3356 LU
202 202 LU2605 20250925 ... 3390 3356 LU
203 203 LU2606 20250925 ... 3393 3347 LU
204 204 LU2607 20250925 ... 3377 3344 LU
205 205 LU2608 20250925 ... 3366 3334 LU
206 206 LU2609 20250925 ... 3346 3320 LU
207 207 FU2510 20250925 ... 2933 2879 FU
208 208 FU2511 20250925 ... 2948 2888 FU
209 209 FU2512 20250925 ... 2905 2867 FU
210 210 FU2601 20250925 ... 2883 2850 FU
211 211 FU2602 20250925 ... 2865 2837 FU
212 212 FU2603 20250925 ... 2853 2822 FU
213 213 FU2604 20250925 ... 2840 2808 FU
214 214 FU2605 20250925 ... 2827 2800 FU
215 215 FU2606 20250925 ... 2811 2782 FU
216 216 FU2607 20250925 ... 2784 2753 FU
217 217 FU2608 20250925 ... 2758 2728 FU
218 218 FU2609 20250925 ... 2737 2719 FU
219 219 BU2510 20250925 ... 3444 3413 BU
220 220 BU2511 20250925 ... 3426 3396 BU
221 221 BU2512 20250925 ... 3373 3346 BU
222 222 BU2601 20250925 ... 3341 3314 BU
223 223 BU2602 20250925 ... 3348 3318 BU
224 224 BU2603 20250925 ... 3361 3335 BU
225 225 BU2604 20250925 ... 3337 3312 BU
226 226 BU2605 20250925 ... 3365 3332 BU
227 227 BU2606 20250925 ... 3362 3333 BU
228 228 BU2607 20250925 ... 3365 3327 BU
229 229 BU2608 20250925 ... 3344 3323 BU
230 230 BU2609 20250925 ... 3352 3333 BU
231 231 BU2612 20250925 ... 3319 3300 BU
232 232 BU2703 20250925 ... 3329 3281 BU
233 233 BU2706 20250925 ... 3327 3312 BU
234 234 BU2709 20250925 ... 3333 3320 BU
235 235 BR2510 20250925 ... 11560 11595 BR
236 236 BR2511 20250925 ... 11555 11545 BR
237 237 BR2512 20250925 ... 11555 11535 BR
238 238 BR2601 20250925 ... 11545 11525 BR
239 239 BR2602 20250925 ... 11555 11545 BR
240 240 BR2603 20250925 ... 11595 11605 BR
241 241 BR2604 20250925 ... 11640 11640 BR
242 242 BR2605 20250925 ... 11615 11580 BR
243 243 BR2606 20250925 ... 11620 11620 BR
244 244 BR2607 20250925 ... 11745 11680 BR
245 245 BR2608 20250925 ... 11745 11745 BR
246 246 BR2609 20250925 ... 11750 11750 BR
247 247 RU2510 20250925 ... 14680 14740 RU
248 248 RU2511 20250925 ... 14705 14715 RU
249 249 RU2601 20250925 ... 15630 15605 RU
250 250 RU2603 20250925 ... 15625 15590 RU
251 251 RU2604 20250925 ... 15625 15570 RU
252 252 RU2605 20250925 ... 15575 15545 RU
253 253 RU2606 20250925 ... 15635 15585 RU
254 254 RU2607 20250925 ... 15580 15600 RU
255 255 RU2608 20250925 ... 15625 15685 RU
256 256 RU2609 20250925 ... 15550 15600 RU
257 257 NR2510 20250925 ... 12440 12415 NR
258 258 NR2511 20250925 ... 12485 12455 NR
259 259 NR2512 20250925 ... 12500 12465 NR
260 260 NR2601 20250925 ... 12525 12490 NR
261 261 NR2602 20250925 ... 12520 12490 NR
262 262 NR2603 20250925 ... 12530 12510 NR
263 263 NR2604 20250925 ... 12565 12530 NR
264 264 NR2605 20250925 ... 12575 12600 NR
265 265 NR2606 20250925 ... 12600 12495 NR
266 266 NR2607 20250925 ... 12650 12650 NR
267 267 NR2608 20250925 ... 12685 12685 NR
268 268 NR2609 20250925 ... 12510 12510 NR
269 269 SP2510 20250925 ... 5018 4984 SP
270 270 SP2511 20250925 ... 5050 5010 SP
271 271 SP2512 20250925 ... 5068 5026 SP
272 272 SP2601 20250925 ... 5304 5268 SP
273 273 SP2602 20250925 ... 5292 5258 SP
274 274 SP2603 20250925 ... 5310 5272 SP
275 275 SP2604 20250925 ... 5318 5282 SP
276 276 SP2605 20250925 ... 5318 5286 SP
277 277 SP2606 20250925 ... 5324 5282 SP
278 278 SP2607 20250925 ... 5320 5268 SP
279 279 SP2608 20250925 ... 5326 5292 SP
280 280 SP2609 20250925 ... 5328 5280 SP
281 281 OP2601 20250925 ... 4238 4230 OP
282 282 OP2602 20250925 ... 4228 4228 OP
283 283 OP2603 20250925 ... 4266 4246 OP
284 284 OP2604 20250925 ... 4262 4262 OP
285 285 OP2605 20250925 ... 4266 4266 OP
286 286 OP2606 20250925 ... 4236 4242 OP
287 287 OP2607 20250925 ... 4238 4238 OP
288 288 OP2608 20250925 ... 4240 4238 OP
289 289 OP2609 20250925 ... 4336 4338 OP
290 290 EC2510 20250925 ... 1160.6 1128 EC
291 291 EC2512 20250925 ... 1746.6 1678.9 EC
292 292 EC2602 20250925 ... 1647.8 1572.8 EC
293 293 EC2604 20250925 ... 1276.4 1257.3 EC
294 294 EC2606 20250925 ... 1467.5 1436.5 EC
295 295 EC2608 20250925 ... 1619.8 1591.5 EC
296 298 SC_TAS2511 20250925 ... SC_TAS
297 299 SC_TAS2512 20250925 ... SC_TAS
298 300 SC_TAS2601 20250925 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 16:26:19,087 - future_1d - INFO - ak.get_shfe_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 PS2510 20250925 52135.0 ... 51595.0 51390.0 PS
1 PS2511 20250925 51480.0 ... 51360.0 50910.0 PS
2 PS2512 20250925 54010.0 ... 53675.0 53295.0 PS
3 PS2601 20250925 53500.0 ... 53200.0 52905.0 PS
4 PS2602 20250925 53460.0 ... 53205.0 52855.0 PS
5 PS2603 20250925 53235.0 ... 53035.0 52725.0 PS
6 PS2604 20250925 53280.0 ... 53005.0 52925.0 PS
7 PS2605 20250925 53200.0 ... 52930.0 52675.0 PS
8 PS2606 20250925 55500.0 ... 54935.0 54420.0 PS
9 PS2607 20250925 55160.0 ... 54870.0 54480.0 PS
10 PS2608 20250925 55155.0 ... 54605.0 54375.0 PS
11 PS2609 20250925 54815.0 ... 54620.0 54450.0 PS
13 SI2510 20250925 8980.0 ... 9020.0 8925.0 SI
14 SI2511 20250925 9035.0 ... 9030.0 8990.0 SI
15 SI2512 20250925 9405.0 ... 9425.0 9385.0 SI
16 SI2601 20250925 9400.0 ... 9390.0 9355.0 SI
17 SI2602 20250925 9370.0 ... 9390.0 9380.0 SI
18 SI2603 20250925 9395.0 ... 9420.0 9400.0 SI
19 SI2604 20250925 9405.0 ... 9405.0 9410.0 SI
20 SI2605 20250925 9445.0 ... 9420.0 9385.0 SI
21 SI2606 20250925 9435.0 ... 9445.0 9385.0 SI
22 SI2607 20250925 9460.0 ... 9465.0 9415.0 SI
23 SI2608 20250925 9420.0 ... 9425.0 9410.0 SI
24 SI2609 20250925 9405.0 ... 9425.0 9390.0 SI
27 LC2510 20250925 72720.0 ... 73100.0 73280.0 LC
28 LC2511 20250925 72980.0 ... 73580.0 73360.0 LC
29 LC2512 20250925 73060.0 ... 73660.0 73500.0 LC
30 LC2601 20250925 72900.0 ... 73620.0 73360.0 LC
31 LC2602 20250925 72680.0 ... 73360.0 73160.0 LC
32 LC2603 20250925 72800.0 ... 73480.0 73160.0 LC
33 LC2604 20250925 73260.0 ... 73760.0 73580.0 LC
34 LC2605 20250925 73260.0 ... 73740.0 73520.0 LC
35 LC2606 20250925 73040.0 ... 73460.0 73400.0 LC
36 LC2607 20250925 73040.0 ... 73360.0 73200.0 LC
37 LC2608 20250925 73040.0 ... 73480.0 73220.0 LC
38 LC2609 20250925 74000.0 ... 73540.0 73240.0 LC
[36 rows x 12 columns]
2025-09-25 16:26:19,308 - future_1d - INFO - ak.get_gfex_daily('2025-09-25') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250925 8538.0 8648.0 ... 23753.52 8585.0 8525.0 AP
1 AP511 20250925 8378.0 8498.0 ... 20087.47 8440.0 8356.0 AP
2 AP512 20250925 8248.0 8414.0 ... 1899.21 8367.0 8296.0 AP
3 AP601 20250925 8331.0 8450.0 ... 501897.78 8385.0 8344.0 AP
4 AP603 20250925 8242.0 8303.0 ... 890.41 8244.0 8223.0 AP
5 AP604 20250925 8236.0 8269.0 ... 148.16 8231.0 8213.0 AP
6 AP605 20250925 8248.0 8312.0 ... 9355.27 8264.0 8248.0 AP
7 CF511 20250925 13710.0 13725.0 ... 312969.82 13560.0 13625.0 CF
8 CF601 20250925 13555.0 13575.0 ... 1664965.42 13515.0 13560.0 CF
9 CF603 20250925 13520.0 13540.0 ... 6561.00 13485.0 13535.0 CF
10 CF605 20250925 13550.0 13555.0 ... 191722.50 13510.0 13560.0 CF
11 CF607 20250925 13575.0 13580.0 ... 2219.85 13535.0 13590.0 CF
12 CF609 20250925 13730.0 13730.0 ... 691.62 13695.0 13735.0 CF
13 CJ512 20250925 10740.0 11070.0 ... 6390.30 10905.0 10760.0 CJ
14 CJ601 20250925 10825.0 11130.0 ... 1254628.63 10960.0 10795.0 CJ
15 CJ603 20250925 10795.0 11095.0 ... 14645.96 10925.0 10785.0 CJ
16 CJ605 20250925 10875.0 11160.0 ... 208459.47 10990.0 10830.0 CJ
17 CJ607 20250925 10935.0 11255.0 ... 2647.11 11075.0 10935.0 CJ
18 CJ609 20250925 11065.0 11370.0 ... 1031.54 11210.0 11025.0 CJ
19 CY510 20250925 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250925 19880.0 19905.0 ... 119620.88 19780.0 19775.0 CY
21 CY512 20250925 19515.0 19515.0 ... 9.76 19515.0 19495.0 CY
22 CY601 20250925 19710.0 19730.0 ... 6459.10 19690.0 19690.0 CY
23 CY602 20250925 0.0 0.0 ... 0.00 19745.0 19745.0 CY
24 CY603 20250925 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250925 0.0 0.0 ... 0.00 19730.0 19730.0 CY
26 CY605 20250925 19705.0 19765.0 ... 19.74 19735.0 19795.0 CY
27 CY606 20250925 0.0 0.0 ... 0.00 19735.0 19735.0 CY
28 CY607 20250925 0.0 0.0 ... 0.00 20005.0 20005.0 CY
29 CY608 20250925 0.0 0.0 ... 0.00 19930.0 19940.0 CY
30 CY609 20250925 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250925 1130.0 1150.0 ... 9834.72 1135.0 1109.0 FG
32 FG511 20250925 1133.0 1164.0 ... 394480.86 1145.0 1106.0 FG
33 FG512 20250925 1253.0 1282.0 ... 151791.67 1265.0 1228.0 FG
34 FG601 20250925 1252.0 1282.0 ... 9137130.71 1260.0 1232.0 FG
35 FG602 20250925 1298.0 1331.0 ... 113762.92 1308.0 1274.0 FG
36 FG603 20250925 1319.0 1330.0 ... 8819.65 1314.0 1289.0 FG
37 FG604 20250925 1372.0 1391.0 ... 2719.36 1380.0 1354.0 FG
38 FG605 20250925 1365.0 1392.0 ... 335024.93 1373.0 1354.0 FG
39 FG606 20250925 1398.0 1419.0 ... 1893.04 1402.0 1382.0 FG
40 FG607 20250925 1372.0 1412.0 ... 2289.70 1398.0 1375.0 FG
41 FG608 20250925 1434.0 1449.0 ... 1630.58 1435.0 1417.0 FG
42 FG609 20250925 1426.0 1452.0 ... 12590.62 1440.0 1414.0 FG
43 JR511 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250925 2262.0 2269.0 ... 2975.32 2263.0 2263.0 MA
52 MA511 20250925 2303.0 2307.0 ... 129297.32 2298.0 2294.0 MA
53 MA512 20250925 2333.0 2340.0 ... 92047.38 2333.0 2332.0 MA
54 MA601 20250925 2356.0 2364.0 ... 822244.57 2357.0 2355.0 MA
55 MA602 20250925 2382.0 2387.0 ... 33142.05 2380.0 2380.0 MA
56 MA603 20250925 2392.0 2400.0 ... 908.62 2397.0 2396.0 MA
57 MA604 20250925 2395.0 2395.0 ... 23.94 2394.0 2396.0 MA
58 MA605 20250925 2382.0 2391.0 ... 59705.76 2383.0 2382.0 MA
59 MA606 20250925 2394.0 2399.0 ... 45.45 2392.0 2389.0 MA
60 MA607 20250925 2366.0 2371.0 ... 28.43 2369.0 2364.0 MA
61 MA608 20250925 2370.0 2370.0 ... 2.37 2370.0 2362.0 MA
62 MA609 20250925 2347.0 2350.0 ... 264.98 2345.0 2341.0 MA
63 OI511 20250925 10136.0 10344.0 ... 679752.78 10195.0 10110.0 OI
64 OI601 20250925 9949.0 10154.0 ... 4025663.97 10033.0 9923.0 OI
65 OI603 20250925 9703.0 9912.0 ... 6903.28 9792.0 9681.0 OI
66 OI605 20250925 9456.0 9668.0 ... 210491.42 9551.0 9437.0 OI
67 OI607 20250925 9406.0 9611.0 ... 2158.04 9549.0 9387.0 OI
68 OI609 20250925 9385.0 9566.0 ... 2685.78 9524.0 9343.0 OI
69 PF510 20250925 6308.0 6382.0 ... 3524.96 6358.0 6274.0 PF
70 PF511 20250925 6310.0 6380.0 ... 613970.31 6328.0 6272.0 PF
71 PF512 20250925 6262.0 6344.0 ... 338379.21 6288.0 6238.0 PF
72 PF601 20250925 6324.0 6386.0 ... 51277.92 6346.0 6284.0 PF
73 PF602 20250925 6316.0 6390.0 ... 136637.20 6334.0 6288.0 PF
74 PF603 20250925 6340.0 6392.0 ... 34.93 6350.0 6304.0 PF
75 PF604 20250925 6386.0 6418.0 ... 25.63 6408.0 6342.0 PF
76 PF605 20250925 6400.0 6454.0 ... 25.73 6434.0 6378.0 PF
77 PF606 20250925 6414.0 6414.0 ... 3.21 6414.0 6380.0 PF
78 PF607 20250925 6484.0 6484.0 ... 3.24 6484.0 6394.0 PF
79 PF608 20250925 0.0 0.0 ... 0.00 6496.0 6402.0 PF
80 PF609 20250925 6508.0 6508.0 ... 3.25 6508.0 6442.0 PF
81 PK510 20250925 7780.0 7790.0 ... 3624.73 7770.0 7796.0 PK
82 PK511 20250925 7762.0 7784.0 ... 221707.73 7766.0 7762.0 PK
83 PK512 20250925 7762.0 7776.0 ... 85187.60 7762.0 7770.0 PK
84 PK601 20250925 7778.0 7788.0 ... 57441.67 7776.0 7790.0 PK
85 PK603 20250925 7816.0 7818.0 ... 70.30 7812.0 7830.0 PK
86 PK604 20250925 7826.0 7838.0 ... 74.44 7836.0 7836.0 PK
87 PK605 20250925 7832.0 7840.0 ... 1946.70 7834.0 7836.0 PK
88 PL601 20250925 6358.0 6384.0 ... 18325.21 6372.0 6344.0 PL
89 PL602 20250925 6399.0 6409.0 ... 563.36 6402.0 6385.0 PL
90 PL603 20250925 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250925 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250925 0.0 0.0 ... 0.00 6350.0 6330.0 PL
93 PL606 20250925 0.0 0.0 ... 0.00 6419.0 6402.0 PL
94 PL607 20250925 0.0 0.0 ... 0.00 6410.0 6410.0 PL
95 PL608 20250925 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250925 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250925 5832.0 5880.0 ... 2354.18 5856.0 5798.0 PR
104 PR511 20250925 5800.0 5846.0 ... 249600.32 5816.0 5756.0 PR
105 PR512 20250925 5792.0 5850.0 ... 209730.17 5814.0 5764.0 PR
106 PR601 20250925 5794.0 5846.0 ... 127445.00 5812.0 5746.0 PR
107 PR602 20250925 5830.0 5866.0 ... 1534.81 5848.0 5790.0 PR
108 PR603 20250925 5830.0 5866.0 ... 52.56 5840.0 5808.0 PR
109 PR604 20250925 5850.0 5886.0 ... 17.60 5868.0 5826.0 PR
110 PR605 20250925 5852.0 5904.0 ... 61.75 5882.0 5830.0 PR
111 PR606 20250925 0.0 0.0 ... 0.00 5918.0 5860.0 PR
112 PR607 20250925 5902.0 5902.0 ... 8.85 5902.0 5876.0 PR
113 PR608 20250925 0.0 0.0 ... 0.00 5940.0 5892.0 PR
114 PR609 20250925 0.0 0.0 ... 0.00 5924.0 5882.0 PR
115 PX510 20250925 6334.0 6690.0 ... 26287.94 6470.0 6604.0 PX
116 PX511 20250925 6620.0 6686.0 ... 615785.56 6640.0 6568.0 PX
117 PX512 20250925 6614.0 6678.0 ... 210198.60 6638.0 6576.0 PX
118 PX601 20250925 6610.0 6672.0 ... 168342.39 6636.0 6570.0 PX
119 PX602 20250925 6624.0 6688.0 ... 7754.97 6654.0 6582.0 PX
120 PX603 20250925 6628.0 6632.0 ... 9.94 6630.0 6570.0 PX
121 PX604 20250925 6690.0 6690.0 ... 3.35 6690.0 6616.0 PX
122 PX605 20250925 6632.0 6706.0 ... 2464.91 6672.0 6596.0 PX
123 PX606 20250925 0.0 0.0 ... 0.00 6692.0 6622.0 PX
124 PX607 20250925 6700.0 6700.0 ... 3.35 6700.0 6608.0 PX
125 PX608 20250925 0.0 0.0 ... 0.00 6674.0 6620.0 PX
126 PX609 20250925 6658.0 6698.0 ... 6.68 6678.0 6626.0 PX
127 RI511 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250925 2471.0 2494.0 ... 11208.27 2479.0 2459.0 RM
134 RM601 20250925 2408.0 2450.0 ... 897937.89 2424.0 2406.0 RM
135 RM603 20250925 2334.0 2362.0 ... 9498.76 2343.0 2334.0 RM
136 RM605 20250925 2328.0 2345.0 ... 180100.32 2328.0 2321.0 RM
137 RM607 20250925 2315.0 2335.0 ... 12049.28 2319.0 2311.0 RM
138 RM608 20250925 2411.0 2435.0 ... 1529.32 2420.0 2409.0 RM
139 RM609 20250925 2401.0 2426.0 ... 4909.94 2412.0 2396.0 RM
140 RS511 20250925 5270.0 5331.0 ... 100.91 5311.0 5278.0 RS
141 RS607 20250925 5588.0 5588.0 ... 194.69 5562.0 5552.0 RS
142 RS608 20250925 5551.0 5574.0 ... 161.01 5552.0 5543.0 RS
143 RS609 20250925 5576.0 5579.0 ... 133.34 5556.0 5549.0 RS
144 SA510 20250925 1225.0 1229.0 ... 6547.04 1222.0 1213.0 SA
145 SA511 20250925 1229.0 1241.0 ... 438284.40 1232.0 1218.0 SA
146 SA512 20250925 1298.0 1308.0 ... 342124.54 1298.0 1282.0 SA
147 SA601 20250925 1311.0 1320.0 ... 3084478.49 1311.0 1300.0 SA
148 SA602 20250925 1335.0 1349.0 ... 93123.96 1340.0 1318.0 SA
149 SA603 20250925 1344.0 1356.0 ... 3208.99 1347.0 1340.0 SA
150 SA604 20250925 1388.0 1401.0 ... 735.53 1393.0 1382.0 SA
151 SA605 20250925 1395.0 1408.0 ... 115820.62 1400.0 1389.0 SA
152 SA606 20250925 1411.0 1420.0 ... 924.29 1413.0 1401.0 SA
153 SA607 20250925 1416.0 1423.0 ... 1259.04 1418.0 1407.0 SA
154 SA608 20250925 1452.0 1453.0 ... 2568.25 1449.0 1437.0 SA
155 SA609 20250925 1449.0 1460.0 ... 5968.90 1455.0 1440.0 SA
156 SF510 20250925 5540.0 5584.0 ... 2278.10 5544.0 5536.0 SF
157 SF511 20250925 5722.0 5790.0 ... 575802.32 5724.0 5732.0 SF
158 SF512 20250925 5686.0 5758.0 ... 139267.93 5698.0 5708.0 SF
159 SF601 20250925 5692.0 5746.0 ... 169962.64 5692.0 5700.0 SF
160 SF602 20250925 5658.0 5708.0 ... 27586.73 5648.0 5662.0 SF
161 SF603 20250925 5790.0 5878.0 ... 449.34 5836.0 5858.0 SF
162 SF604 20250925 5814.0 5814.0 ... 2.91 5814.0 5832.0 SF
163 SF605 20250925 5808.0 5846.0 ... 3268.64 5790.0 5810.0 SF
164 SF606 20250925 5730.0 5800.0 ... 54.93 5782.0 5786.0 SF
165 SF607 20250925 5880.0 5940.0 ... 20.68 5910.0 5936.0 SF
166 SF608 20250925 5872.0 5950.0 ... 11.83 5914.0 5896.0 SF
167 SF609 20250925 5864.0 5922.0 ... 35.29 5882.0 5904.0 SF
168 SH510 20250925 2484.0 2485.0 ... 6882.09 2467.0 2471.0 SH
169 SH511 20250925 2502.0 2507.0 ... 542872.48 2488.0 2486.0 SH
170 SH512 20250925 2549.0 2555.0 ... 371357.74 2540.0 2533.0 SH
171 SH601 20250925 2552.0 2555.0 ... 1738819.77 2542.0 2533.0 SH
172 SH602 20250925 2572.0 2575.0 ... 38919.23 2565.0 2558.0 SH
173 SH603 20250925 2589.0 2591.0 ... 1092.08 2582.0 2574.0 SH
174 SH604 20250925 2624.0 2624.0 ... 31.47 2623.0 2620.0 SH
175 SH605 20250925 2640.0 2643.0 ... 8540.13 2633.0 2626.0 SH
176 SH606 20250925 2652.0 2652.0 ... 79.43 2648.0 2637.0 SH
177 SH607 20250925 2636.0 2647.0 ... 55.42 2639.0 2631.0 SH
178 SH608 20250925 2650.0 2650.0 ... 15.89 2648.0 2652.0 SH
179 SH609 20250925 2678.0 2678.0 ... 152.05 2668.0 2665.0 SH
180 SM510 20250925 5818.0 5832.0 ... 37009.46 5732.0 5814.0 SM
181 SM511 20250925 5908.0 5938.0 ... 461939.29 5892.0 5898.0 SM
182 SM512 20250925 5880.0 5942.0 ... 229503.51 5910.0 5898.0 SM
183 SM601 20250925 5916.0 5954.0 ... 648883.48 5904.0 5910.0 SM
184 SM602 20250925 5928.0 5960.0 ... 189915.34 5902.0 5928.0 SM
185 SM603 20250925 5948.0 5956.0 ... 940.16 5932.0 5948.0 SM
186 SM604 20250925 5920.0 5962.0 ... 130.54 5934.0 5954.0 SM
187 SM605 20250925 5946.0 5988.0 ... 12387.44 5944.0 5946.0 SM
188 SM606 20250925 5928.0 5968.0 ... 41.50 5928.0 5966.0 SM
189 SM607 20250925 5932.0 5980.0 ... 38.60 5938.0 5978.0 SM
190 SM608 20250925 0.0 0.0 ... 0.00 5988.0 5960.0 SM
191 SM609 20250925 5952.0 6016.0 ... 394.92 5984.0 5976.0 SM
192 SR511 20250925 5542.0 5556.0 ... 197387.15 5533.0 5538.0 SR
193 SR601 20250925 5492.0 5518.0 ... 1170834.61 5497.0 5483.0 SR
194 SR603 20250925 5472.0 5498.0 ... 2998.31 5481.0 5457.0 SR
195 SR605 20250925 5468.0 5483.0 ... 67385.76 5463.0 5446.0 SR
196 SR607 20250925 5466.0 5483.0 ... 3340.88 5468.0 5452.0 SR
197 SR609 20250925 5477.0 5495.0 ... 2114.39 5478.0 5466.0 SR
198 TA510 20250925 4596.0 4654.0 ... 16455.61 4630.0 4558.0 TA
199 TA511 20250925 4608.0 4668.0 ... 326553.23 4638.0 4576.0 TA
200 TA512 20250925 4626.0 4678.0 ... 129291.73 4652.0 4588.0 TA
201 TA601 20250925 4640.0 4688.0 ... 1632322.69 4658.0 4598.0 TA
202 TA602 20250925 4654.0 4698.0 ... 24535.75 4672.0 4610.0 TA
203 TA603 20250925 4620.0 4706.0 ... 437.42 4630.0 4620.0 TA
204 TA604 20250925 4664.0 4712.0 ... 32.80 4686.0 4660.0 TA
205 TA605 20250925 4668.0 4722.0 ... 57245.87 4696.0 4640.0 TA
206 TA606 20250925 4684.0 4732.0 ... 16.45 4700.0 4626.0 TA
207 TA607 20250925 4716.0 4720.0 ... 7.08 4718.0 4662.0 TA
208 TA608 20250925 0.0 0.0 ... 0.00 4744.0 4690.0 TA
209 TA609 20250925 4700.0 4768.0 ... 170.82 4746.0 4694.0 TA
210 UR510 20250925 1570.0 1571.0 ... 1056.31 1567.0 1563.0 UR
211 UR511 20250925 1657.0 1657.0 ... 71609.71 1651.0 1649.0 UR
212 UR512 20250925 1665.0 1668.0 ... 15708.84 1664.0 1663.0 UR
213 UR601 20250925 1677.0 1679.0 ... 320987.42 1675.0 1672.0 UR
214 UR602 20250925 1684.0 1686.0 ... 390.24 1682.0 1681.0 UR
215 UR603 20250925 1725.0 1728.0 ... 37.97 1726.0 1724.0 UR
216 UR604 20250925 1725.0 1727.0 ... 24.16 1726.0 1726.0 UR
217 UR605 20250925 1730.0 1730.0 ... 13083.72 1727.0 1723.0 UR
218 UR606 20250925 1725.0 1730.0 ... 110.60 1728.0 1725.0 UR
219 UR607 20250925 1753.0 1758.0 ... 21.08 1757.0 1757.0 UR
220 UR608 20250925 1750.0 1750.0 ... 14.00 1750.0 1751.0 UR
221 UR609 20250925 1740.0 1749.0 ... 338.83 1747.0 1741.0 UR
222 WH511 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 16:26:19,645 - future_1d - INFO - ak.get_czce_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 IC2510 20250925 7263.000 ... 7311.000 7260.400 IC
1 IC2511 20250925 7209.800 ... 7240.200 7190.400 IC
2 IC2512 20250925 7139.000 ... 7185.400 7135.800 IC
3 IC2603 20250925 6976.000 ... 7007.000 6960.000 IC
4 IF2510 20250925 4548.000 ... 4596.600 4547.200 IF
5 IF2511 20250925 4533.200 ... 4581.600 4528.800 IF
6 IF2512 20250925 4523.400 ... 4572.400 4522.600 IF
7 IF2603 20250925 4493.000 ... 4539.600 4493.600 IF
8 IH2510 20250925 2941.000 ... 2958.000 2939.200 IH
9 IH2511 20250925 2942.000 ... 2956.400 2936.600 IH
10 IH2512 20250925 2941.000 ... 2958.400 2938.200 IH
11 IH2603 20250925 2944.800 ... 2955.800 2939.000 IH
12 IM2510 20250925 7460.600 ... 7456.400 7454.800 IM
13 IM2511 20250925 7383.600 ... 7369.200 7370.800 IM
14 IM2512 20250925 7290.000 ... 7290.800 7288.400 IM
15 IM2603 20250925 7080.000 ... 7076.400 7074.000 IM
16 T2512 20250925 107.600 ... 107.540 107.620 T
17 T2603 20250925 107.235 ... 107.175 107.275 T
18 T2606 20250925 107.205 ... 107.115 107.195 T
19 TF2512 20250925 105.510 ... 105.475 105.540 TF
20 TF2603 20250925 105.380 ... 105.335 105.415 TF
21 TF2606 20250925 105.345 ... 105.335 105.360 TF
22 TL2512 20250925 113.840 ... 113.960 113.990 TL
23 TL2603 20250925 113.490 ... 113.620 113.630 TL
24 TL2606 20250925 113.400 ... 113.540 113.620 TL
25 TS2512 20250925 102.306 ... 102.300 102.324 TS
26 TS2603 20250925 102.226 ... 102.220 102.248 TS
27 TS2606 20250925 102.250 ... 102.226 102.262 TS
[28 rows x 12 columns]
2025-09-25 16:26:19,990 - future_1d - INFO - ak.get_cffex_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 SC2510 20250925 486.8 ... 489.3 479.3 SC
1 SC2511 20250925 486.3 ... 488.9 482.3 SC
2 SC2512 20250925 486.8 ... 489.8 482.8 SC
3 SC2601 20250925 486.5 ... 489.8 482.7 SC
4 SC2602 20250925 487.6 ... 488.9 482.1 SC
5 SC2603 20250925 481.3 ... 488.3 481.8 SC
6 SC2604 20250925 485.8 ... 488 482.5 SC
7 SC2605 20250925 485 ... 486.8 480.8 SC
8 SC2606 20250925 483.7 ... 486.3 480 SC
9 SC2607 20250925 487.4 ... 487.3 480 SC
10 SC2608 20250925 486.1 ... 485.8 478.1 SC
11 SC2609 20250925 482.5 ... 482.7 477.8 SC
12 SC2612 20250925 ... 473.5 472 SC
13 SC2703 20250925 ... 478.3 473.1 SC
14 SC2706 20250925 ... 476 469.2 SC
15 SC2709 20250925 477 ... 477 470 SC
16 SC2712 20250925 477.8 ... 477.8 469.1 SC
17 SC2803 20250925 476 ... 476 468 SC
18 SC2806 20250925 473.5 ... 473.2 465.8 SC
19 SC2809 20250925 472.9 ... 472.1 464.2 SC
21 LU2510 20250925 ... 3366 3366 LU
22 LU2511 20250925 3411 ... 3435 3397 LU
23 LU2512 20250925 3409 ... 3430 3385 LU
24 LU2601 20250925 3393 ... 3418 3377 LU
25 LU2602 20250925 3375 ... 3400 3362 LU
26 LU2603 20250925 3380 ... 3398 3358 LU
27 LU2604 20250925 3394 ... 3395 3356 LU
28 LU2605 20250925 3389 ... 3390 3356 LU
29 LU2606 20250925 3386 ... 3393 3347 LU
30 LU2607 20250925 3376 ... 3377 3344 LU
31 LU2608 20250925 3367 ... 3366 3334 LU
32 LU2609 20250925 3331 ... 3346 3320 LU
34 NR2510 20250925 12425 ... 12440 12415 NR
35 NR2511 20250925 12470 ... 12485 12455 NR
36 NR2512 20250925 12520 ... 12500 12465 NR
37 NR2601 20250925 12490 ... 12525 12490 NR
38 NR2602 20250925 12505 ... 12520 12490 NR
39 NR2603 20250925 12500 ... 12530 12510 NR
40 NR2604 20250925 12560 ... 12565 12530 NR
41 NR2605 20250925 12565 ... 12575 12600 NR
42 NR2606 20250925 12600 ... 12600 12495 NR
43 NR2607 20250925 ... 12650 12650 NR
44 NR2608 20250925 ... 12685 12685 NR
45 NR2609 20250925 ... 12510 12510 NR
47 BC2510 20250925 71790 ... 72920 70910 BC
48 BC2511 20250925 72000 ... 73030 71060 BC
49 BC2512 20250925 72500 ... 73180 71110 BC
50 BC2601 20250925 73350 ... 73160 71300 BC
51 BC2602 20250925 ... 73100 71100 BC
52 BC2603 20250925 ... 73000 71210 BC
53 BC2604 20250925 ... 73000 71300 BC
54 BC2605 20250925 ... 72900 71300 BC
55 BC2606 20250925 ... 72900 71400 BC
56 BC2607 20250925 ... 72800 71400 BC
57 BC2608 20250925 ... 73000 71400 BC
58 BC2609 20250925 ... 73000 71550 BC
60 EC2510 20250925 1161 ... 1160.6 1128 EC
61 EC2512 20250925 1740.1 ... 1746.6 1678.9 EC
62 EC2602 20250925 1620 ... 1647.8 1572.8 EC
63 EC2604 20250925 1282.6 ... 1276.4 1257.3 EC
64 EC2606 20250925 1466 ... 1467.5 1436.5 EC
65 EC2608 20250925 1626 ... 1619.8 1591.5 EC
68 SC_TAS2511 20250925 ... SC_TAS
69 SC_TAS2512 20250925 ... SC_TAS
70 SC_TAS2601 20250925 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 16:26:20,055 - future_1d - INFO - ak.get_ine_daily('2025-09-25') done
2025-09-25 16:26:21,892 - future_1d - INFO - save future_daily 2025-09-25 add
2025-09-25 16:26:21,898 - future_1d - INFO - 0 1 2 3 4
symbol a2511 a2601 a2603 a2605 a2607
date 2025-09-25 2025-09-25 2025-09-25 2025-09-25 2025-09-25
opencol 3916.0 3898.0 3900.0 3929.0 3931.0
high 3951.0 3926.0 3927.0 3960.0 3957.0
low 3907.0 3893.0 3894.0 3929.0 3929.0
close 3929.0 3914.0 3912.0 3945.0 3943.0
volume 171437.0 58517.0 6761.0 4712.0 4516.0
open_interest 179194.0 118749.0 33725.0 8474.0 8875.0
turnover 673864.16 228936.88 26449.58 18586.1 17809.68
settle 3930.0 3912.0 3912.0 3944.0 3943.0
pre_settle 3890.0 3879.0 3886.0 3929.0 3931.0
variety A A A A A
exchange DCE DCE DCE DCE DCE
comd a a a a a
contract a2511 a2601 a2603 a2605 a2607
contract_yymm 2511 2601 2603 2605 2607
maturity_month 2 4 6 8 10
maturity_day 37 98 157 218 279
=========================================================================
2025-09-25 18:25:17 Thu START TASK.01 future_1d future_daily
=========================================================================
2025-09-25 18:25:19,100 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 PS2510 20250917 53500.0 ... 53465.0 54925.0 PS
1 PS2511 20250917 53665.0 ... 53465.0 54630.0 PS
2 PS2512 20250917 56005.0 ... 56115.0 57220.0 PS
3 PS2601 20250917 56175.0 ... 56020.0 57135.0 PS
4 PS2602 20250917 56165.0 ... 56125.0 57140.0 PS
5 PS2603 20250917 56375.0 ... 56150.0 57205.0 PS
6 PS2604 20250917 56480.0 ... 56195.0 57330.0 PS
7 PS2605 20250917 56580.0 ... 56225.0 57310.0 PS
8 PS2606 20250917 58370.0 ... 58570.0 59625.0 PS
9 PS2607 20250917 58765.0 ... 58665.0 59850.0 PS
10 PS2608 20250917 58890.0 ... 58725.0 59695.0 PS
11 PS2609 20250917 58875.0 ... 58695.0 59740.0 PS
13 SI2510 20250917 8870.0 ... 8910.0 8950.0 SI
14 SI2511 20250917 8895.0 ... 8925.0 8970.0 SI
15 SI2512 20250917 9240.0 ... 9305.0 9360.0 SI
16 SI2601 20250917 9250.0 ... 9305.0 9350.0 SI
17 SI2602 20250917 9265.0 ... 9320.0 9385.0 SI
18 SI2603 20250917 9320.0 ... 9340.0 9355.0 SI
19 SI2604 20250917 9310.0 ... 9325.0 9360.0 SI
20 SI2605 20250917 9305.0 ... 9350.0 9370.0 SI
21 SI2606 20250917 9320.0 ... 9335.0 9350.0 SI
22 SI2607 20250917 9345.0 ... 9355.0 9355.0 SI
23 SI2608 20250917 9355.0 ... 9360.0 9380.0 SI
24 SI2609 20250917 9305.0 ... 9370.0 9345.0 SI
27 LC2510 20250917 73360.0 ... 73280.0 73500.0 LC
28 LC2511 20250917 73160.0 ... 73420.0 73620.0 LC
29 LC2512 20250917 73260.0 ... 73560.0 73920.0 LC
30 LC2601 20250917 73200.0 ... 73560.0 73800.0 LC
31 LC2602 20250917 72920.0 ... 73440.0 73720.0 LC
32 LC2603 20250917 73200.0 ... 73480.0 73660.0 LC
33 LC2604 20250917 73680.0 ... 74080.0 74280.0 LC
34 LC2605 20250917 73820.0 ... 74120.0 74240.0 LC
35 LC2606 20250917 73500.0 ... 73860.0 74280.0 LC
36 LC2607 20250917 73580.0 ... 73760.0 73980.0 LC
37 LC2608 20250917 73520.0 ... 73620.0 73740.0 LC
38 LC2609 20250917 73560.0 ... 73780.0 73900.0 LC
[36 rows x 12 columns]
2025-09-25 18:25:19,510 - future_1d - INFO - ak.get_gfex_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 SC2510 20250917 498.6 ... 498.4 492.1 SC
1 SC2511 20250917 499.5 ... 499.8 493.5 SC
2 SC2512 20250917 496 ... 496.8 491.1 SC
3 SC2601 20250917 495.5 ... 494.7 490.1 SC
4 SC2602 20250917 492.5 ... 492.1 488 SC
5 SC2603 20250917 491.5 ... 491.8 487.7 SC
6 SC2604 20250917 490.2 ... 490.3 486.4 SC
7 SC2605 20250917 489.8 ... 490.5 486.3 SC
8 SC2606 20250917 487 ... 489.4 485.6 SC
9 SC2607 20250917 488 ... 488.3 485.7 SC
10 SC2608 20250917 487.5 ... 487.5 484.2 SC
11 SC2609 20250917 484 ... 484 481.9 SC
12 SC2612 20250917 481.4 ... 481 479.8 SC
13 SC2703 20250917 ... 475.1 474.6 SC
14 SC2706 20250917 ... 476.8 474.7 SC
15 SC2709 20250917 ... 473.2 473.2 SC
16 SC2712 20250917 473.7 ... 473.7 472.1 SC
17 SC2803 20250917 ... 473.6 473.6 SC
18 SC2806 20250917 474.8 ... 473 471.1 SC
19 SC2809 20250917 ... 469 469 SC
21 LU2510 20250917 3387 ... 3422 3370 LU
22 LU2511 20250917 3425 ... 3447 3396 LU
23 LU2512 20250917 3418 ... 3429 3377 LU
24 LU2601 20250917 3391 ... 3421 3369 LU
25 LU2602 20250917 3384 ... 3410 3354 LU
26 LU2603 20250917 3375 ... 3387 3350 LU
27 LU2604 20250917 3374 ... 3389 3349 LU
28 LU2605 20250917 3378 ... 3388 3341 LU
29 LU2606 20250917 3390 ... 3399 3348 LU
30 LU2607 20250917 3369 ... 3379 3342 LU
31 LU2608 20250917 3370 ... 3378 3343 LU
32 LU2609 20250917 3361 ... 3360 3336 LU
34 NR2510 20250917 12675 ... 12570 12640 NR
35 NR2511 20250917 12715 ... 12595 12690 NR
36 NR2512 20250917 12750 ... 12630 12725 NR
37 NR2601 20250917 12740 ... 12660 12755 NR
38 NR2602 20250917 12770 ... 12650 12785 NR
39 NR2603 20250917 12755 ... 12635 12780 NR
40 NR2604 20250917 12765 ... 12665 12795 NR
41 NR2605 20250917 12735 ... 12670 12825 NR
42 NR2606 20250917 ... 12635 12635 NR
43 NR2607 20250917 ... 12655 12655 NR
44 NR2608 20250917 ... 12685 12685 NR
45 NR2609 20250917 ... 12685 12685 NR
47 BC2510 20250917 71940 ... 71650 72020 BC
48 BC2511 20250917 72050 ... 71640 72070 BC
49 BC2512 20250917 71670 ... 71670 72120 BC
50 BC2601 20250917 ... 72000 72000 BC
51 BC2602 20250917 ... 71650 71650 BC
52 BC2603 20250917 ... 71950 71950 BC
53 BC2604 20250917 ... 71550 71550 BC
54 BC2605 20250917 ... 71550 71550 BC
55 BC2606 20250917 ... 71500 71500 BC
56 BC2607 20250917 ... 71560 71560 BC
57 BC2608 20250917 ... 71550 71550 BC
58 BC2609 20250917 ... 71550 71550 BC
60 EC2510 20250917 1150 ... 1129.4 1189.6 EC
61 EC2512 20250917 1664 ... 1665.3 1710.7 EC
62 EC2602 20250917 1588 ... 1572.8 1583.1 EC
63 EC2604 20250917 1283.7 ... 1278.3 1283.3 EC
64 EC2606 20250917 1460 ... 1460.7 1459 EC
65 EC2608 20250917 1620 ... 1618.6 1622 EC
68 SC_TAS2510 20250917 ... SC_TAS
69 SC_TAS2511 20250917 ... SC_TAS
70 SC_TAS2512 20250917 ... SC_TAS
71 SC_TAS2601 20250917 ... SC_TAS
[66 rows x 12 columns]
2025-09-25 18:25:19,583 - future_1d - INFO - ak.get_ine_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 a2511 20250917 3924.00 ... 3914.00 3934.00 A
1 a2601 20250917 3933.00 ... 3919.00 3937.00 A
2 a2603 20250917 3938.00 ... 3924.00 3943.00 A
3 a2605 20250917 3981.00 ... 3964.00 3984.00 A
4 a2607 20250917 3984.00 ... 3970.00 3990.00 A
5 a2609 20250917 3993.00 ... 3976.00 3998.00 A
6 b2510 20250917 3705.00 ... 3689.00 3704.00 B
7 b2511 20250917 3734.00 ... 3705.00 3745.00 B
8 b2512 20250917 3774.00 ... 3748.00 3778.00 B
9 b2601 20250917 3772.00 ... 3741.00 3765.00 B
10 b2602 20250917 3750.00 ... 3725.00 3748.00 B
11 b2603 20250917 3699.00 ... 3682.00 3701.00 B
12 b2604 20250917 3590.00 ... 3577.00 3589.00 B
13 b2605 20250917 3520.00 ... 3508.00 3519.00 B
14 b2606 20250917 3489.00 ... 3482.00 3489.00 B
15 b2607 20250917 3488.00 ... 3484.00 3488.00 B
16 b2608 20250917 3588.00 ... 3582.00 3586.00 B
17 b2609 20250917 3613.00 ... 3591.00 3607.00 B
18 bb2511 20250917 142.35 ... 142.30 142.25 BB
19 bb2601 20250917 146.95 ... 146.95 147.30 BB
20 bb2603 20250917 0.00 ... 146.90 146.90 BB
21 bb2605 20250917 0.00 ... 141.60 141.90 BB
22 bb2607 20250917 0.00 ... 146.40 146.70 BB
23 bb2609 20250917 0.00 ... 146.40 146.70 BB
24 bz2603 20250917 6090.00 ... 6069.00 6078.00 BZ
25 bz2604 20250917 6069.00 ... 6046.00 6069.00 BZ
26 bz2605 20250917 0.00 ... 6072.00 6072.00 BZ
27 bz2606 20250917 0.00 ... 6008.00 6008.00 BZ
28 bz2607 20250917 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250917 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250917 2166.00 ... 2163.00 2169.00 C
31 c2601 20250917 2153.00 ... 2155.00 2158.00 C
32 c2603 20250917 2166.00 ... 2166.00 2173.00 C
33 c2605 20250917 2226.00 ... 2226.00 2231.00 C
34 c2607 20250917 2243.00 ... 2240.00 2246.00 C
35 c2609 20250917 2256.00 ... 2254.00 2262.00 C
36 cs2511 20250917 2442.00 ... 2448.00 2445.00 CS
37 cs2601 20250917 2467.00 ... 2471.00 2475.00 CS
38 cs2603 20250917 2477.00 ... 2479.00 2485.00 CS
39 cs2605 20250917 2564.00 ... 2562.00 2568.00 CS
40 cs2607 20250917 2568.00 ... 2567.00 2575.00 CS
41 cs2609 20250917 2585.00 ... 2585.00 2592.00 CS
42 eb2509 20250917 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250917 7175.00 ... 7159.00 7158.00 EB
44 eb2511 20250917 7197.00 ... 7176.00 7170.00 EB
45 eb2512 20250917 7195.00 ... 7182.00 7175.00 EB
46 eb2601 20250917 7195.00 ... 7200.00 7195.00 EB
47 eb2602 20250917 7219.00 ... 7220.00 7216.00 EB
48 eb2603 20250917 7254.00 ... 7240.00 7237.00 EB
49 eb2604 20250917 7276.00 ... 7273.00 7272.00 EB
50 eb2605 20250917 7295.00 ... 7288.00 7288.00 EB
51 eb2606 20250917 0.00 ... 7297.00 7297.00 EB
52 eb2607 20250917 0.00 ... 7314.00 7314.00 EB
53 eb2608 20250917 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250917 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250917 4309.00 ... 4312.00 4314.00 EG
56 eg2511 20250917 4287.00 ... 4280.00 4291.00 EG
57 eg2512 20250917 4287.00 ... 4273.00 4306.00 EG
58 eg2601 20250917 4283.00 ... 4289.00 4298.00 EG
59 eg2602 20250917 4293.00 ... 4295.00 4308.00 EG
60 eg2603 20250917 4294.00 ... 4298.00 4302.00 EG
61 eg2604 20250917 4343.00 ... 4340.00 4340.00 EG
62 eg2605 20250917 4341.00 ... 4340.00 4349.00 EG
63 eg2606 20250917 4354.00 ... 4348.00 4332.00 EG
64 eg2607 20250917 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250917 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250917 1269.50 ... 1268.50 1269.00 FB
67 fb2511 20250917 1251.50 ... 1251.00 1257.00 FB
68 fb2512 20250917 1262.50 ... 1259.50 1263.50 FB
69 fb2601 20250917 1253.00 ... 1253.50 1255.50 FB
70 fb2602 20250917 1249.50 ... 1248.50 1249.50 FB
71 fb2603 20250917 1249.00 ... 1249.00 1250.50 FB
72 fb2604 20250917 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250917 0.00 ... 1301.50 1301.50 FB
74 fb2606 20250917 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250917 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250917 0.00 ... 1285.00 1285.00 FB
77 fb2609 20250917 0.00 ... 1296.00 1296.00 FB
78 i2510 20250917 821.00 ... 820.00 824.50 I
79 i2511 20250917 818.00 ... 815.50 819.00 I
80 i2512 20250917 812.50 ... 809.50 814.00 I
81 i2601 20250917 804.00 ... 801.00 805.50 I
82 i2602 20250917 800.00 ... 795.50 800.50 I
83 i2603 20250917 794.00 ... 790.00 795.00 I
84 i2604 20250917 790.00 ... 786.50 791.00 I
85 i2605 20250917 783.00 ... 780.00 783.50 I
86 i2606 20250917 777.50 ... 775.00 777.50 I
87 i2607 20250917 773.50 ... 770.50 773.50 I
88 i2608 20250917 769.00 ... 766.00 768.50 I
89 i2609 20250917 763.00 ... 760.50 764.00 I
90 j2510 20250917 1636.50 ... 1628.50 1628.50 J
91 j2511 20250917 1670.00 ... 1655.50 1662.00 J
92 j2512 20250917 1688.00 ... 1691.00 1690.00 J
93 j2601 20250917 1740.00 ... 1728.00 1726.50 J
94 j2602 20250917 1754.00 ... 1754.00 1755.00 J
95 j2603 20250917 0.00 ... 1763.50 1721.50 J
96 j2604 20250917 0.00 ... 1814.00 1814.00 J
97 j2605 20250917 1873.00 ... 1857.00 1868.50 J
98 j2606 20250917 0.00 ... 1887.00 1887.00 J
99 j2607 20250917 1885.00 ... 1885.00 1900.50 J
100 j2608 20250917 0.00 ... 1906.00 1906.00 J
101 j2609 20250917 1898.00 ... 1895.00 1911.50 J
102 jd2509 20250917 3235.00 ... 3226.00 3265.00 JD
103 jd2510 20250917 3080.00 ... 3063.00 3116.00 JD
104 jd2511 20250917 3098.00 ... 3110.00 3132.00 JD
105 jd2512 20250917 3200.00 ... 3208.00 3232.00 JD
106 jd2601 20250917 3370.00 ... 3375.00 3382.00 JD
107 jd2602 20250917 3125.00 ... 3117.00 3121.00 JD
108 jd2603 20250917 3141.00 ... 3130.00 3133.00 JD
109 jd2604 20250917 3330.00 ... 3318.00 3308.00 JD
110 jd2605 20250917 3435.00 ... 3436.00 3422.00 JD
111 jd2606 20250917 3247.00 ... 3245.00 3228.00 JD
112 jd2607 20250917 3490.00 ... 3487.00 3476.00 JD
113 jd2608 20250917 3915.00 ... 3916.00 3905.00 JD
114 jm2510 20250917 1047.00 ... 1043.00 1037.00 JM
115 jm2511 20250917 1108.00 ... 1094.50 1102.50 JM
116 jm2512 20250917 1180.00 ... 1163.50 1170.50 JM
117 jm2601 20250917 1255.00 ... 1229.50 1228.50 JM
118 jm2602 20250917 1270.50 ... 1252.50 1258.50 JM
119 jm2603 20250917 1298.00 ... 1269.50 1280.50 JM
120 jm2604 20250917 1324.00 ... 1288.50 1304.50 JM
121 jm2605 20250917 1340.00 ... 1309.00 1324.00 JM
122 jm2606 20250917 1350.50 ... 1326.00 1339.00 JM
123 jm2607 20250917 1364.50 ... 1331.50 1349.50 JM
124 jm2608 20250917 1377.50 ... 1342.50 1358.50 JM
125 jm2609 20250917 1395.00 ... 1363.50 1371.50 JM
126 l2510 20250917 7176.00 ... 7165.00 7177.00 L
127 l2511 20250917 7209.00 ... 7195.00 7209.00 L
128 l2512 20250917 7239.00 ... 7225.00 7239.00 L
129 l2601 20250917 7252.00 ... 7249.00 7260.00 L
130 l2602 20250917 7244.00 ... 7241.00 7246.00 L
131 l2603 20250917 7259.00 ... 7257.00 7262.00 L
132 l2604 20250917 7294.00 ... 7290.00 7284.00 L
133 l2605 20250917 7285.00 ... 7290.00 7284.00 L
134 l2606 20250917 7282.00 ... 7280.00 7283.00 L
135 l2607 20250917 7301.00 ... 7302.00 7296.00 L
136 l2608 20250917 7309.00 ... 7310.00 7306.00 L
137 l2609 20250917 7315.00 ... 7311.00 7299.00 L
138 lg2509 20250917 770.00 ... 770.00 768.00 LG
139 lg2511 20250917 806.50 ... 808.50 806.50 LG
140 lg2601 20250917 820.50 ... 822.50 820.50 LG
141 lg2603 20250917 826.00 ... 827.00 826.50 LG
142 lg2605 20250917 832.50 ... 831.50 832.50 LG
143 lg2607 20250917 832.00 ... 832.50 833.00 LG
144 lh2509 20250917 12985.00 ... 12985.00 13100.00 LH
145 lh2511 20250917 13110.00 ... 13055.00 13210.00 LH
146 lh2601 20250917 13690.00 ... 13575.00 13725.00 LH
147 lh2603 20250917 13025.00 ... 13005.00 13025.00 LH
148 lh2605 20250917 13600.00 ... 13540.00 13555.00 LH
149 lh2607 20250917 14400.00 ... 14315.00 14240.00 LH
150 m2511 20250917 3009.00 ... 2980.00 3015.00 M
151 m2512 20250917 3058.00 ... 3031.00 3064.00 M
152 m2601 20250917 3042.00 ... 3019.00 3046.00 M
153 m2603 20250917 2980.00 ... 2960.00 2986.00 M
154 m2605 20250917 2804.00 ... 2790.00 2807.00 M
155 m2607 20250917 2783.00 ... 2774.00 2786.00 M
156 m2608 20250917 2911.00 ... 2901.00 2912.00 M
157 m2609 20250917 2915.00 ... 2904.00 2918.00 M
158 p2510 20250917 9402.00 ... 9408.00 9406.00 P
159 p2511 20250917 9466.00 ... 9416.00 9432.00 P
160 p2512 20250917 9506.00 ... 9464.00 9462.00 P
161 p2601 20250917 9534.00 ... 9494.00 9484.00 P
162 p2602 20250917 9498.00 ... 9464.00 9434.00 P
163 p2603 20250917 9466.00 ... 9416.00 9404.00 P
164 p2604 20250917 9400.00 ... 9340.00 9326.00 P
165 p2605 20250917 9290.00 ... 9258.00 9242.00 P
166 p2606 20250917 9198.00 ... 9140.00 9126.00 P
167 p2607 20250917 9090.00 ... 9060.00 9020.00 P
168 p2608 20250917 9028.00 ... 8988.00 8954.00 P
169 p2609 20250917 8930.00 ... 8922.00 8882.00 P
170 pg2509 20250917 3798.00 ... 3752.00 3750.00 PG
171 pg2510 20250917 4477.00 ... 4485.00 4494.00 PG
172 pg2511 20250917 4428.00 ... 4431.00 4440.00 PG
173 pg2512 20250917 4370.00 ... 4372.00 4377.00 PG
174 pg2601 20250917 4303.00 ... 4305.00 4313.00 PG
175 pg2602 20250917 4235.00 ... 4240.00 4242.00 PG
176 pg2603 20250917 4146.00 ... 4148.00 4151.00 PG
177 pg2604 20250917 4449.00 ... 4476.00 4476.00 PG
178 pg2605 20250917 4375.00 ... 4383.00 4385.00 PG
179 pg2606 20250917 4327.00 ... 4327.00 4323.00 PG
180 pg2607 20250917 0.00 ... 4270.00 4270.00 PG
181 pg2608 20250917 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250917 6898.00 ... 6878.00 6887.00 PP
183 pp2511 20250917 6906.00 ... 6916.00 6922.00 PP
184 pp2512 20250917 6952.00 ... 6951.00 6959.00 PP
185 pp2601 20250917 6977.00 ... 6982.00 6992.00 PP
186 pp2602 20250917 6961.00 ... 6958.00 6966.00 PP
187 pp2603 20250917 6969.00 ... 6969.00 6958.00 PP
188 pp2604 20250917 6992.00 ... 6996.00 6979.00 PP
189 pp2605 20250917 7005.00 ... 7013.00 7010.00 PP
190 pp2606 20250917 6983.00 ... 6982.00 6966.00 PP
191 pp2607 20250917 6952.00 ... 6950.00 6945.00 PP
192 pp2608 20250917 6958.00 ... 6958.00 6944.00 PP
193 pp2609 20250917 6977.00 ... 6983.00 6976.00 PP
194 rr2510 20250917 3604.00 ... 3604.00 3594.00 RR
195 rr2511 20250917 3604.00 ... 3605.00 3602.00 RR
196 rr2512 20250917 3601.00 ... 3599.00 3598.00 RR
197 rr2601 20250917 3621.00 ... 3621.00 3617.00 RR
198 rr2602 20250917 3599.00 ... 3599.00 3597.00 RR
199 rr2603 20250917 3608.00 ... 3608.00 3610.00 RR
200 rr2604 20250917 3611.00 ... 3611.00 3607.00 RR
201 rr2605 20250917 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250917 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250917 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250917 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250917 0.00 ... 3614.00 3614.00 RR
206 v2510 20250917 4853.00 ... 4852.00 4849.00 V
207 v2511 20250917 4881.00 ... 4883.00 4882.00 V
208 v2512 20250917 4929.00 ... 4924.00 4921.00 V
209 v2601 20250917 4966.00 ... 4967.00 4964.00 V
210 v2602 20250917 5003.00 ... 5005.00 4998.00 V
211 v2603 20250917 5038.00 ... 5035.00 5028.00 V
212 v2604 20250917 5234.00 ... 5228.00 5233.00 V
213 v2605 20250917 5266.00 ... 5268.00 5270.00 V
214 v2606 20250917 5301.00 ... 5299.00 5302.00 V
215 v2607 20250917 5321.00 ... 5329.00 5327.00 V
216 v2608 20250917 5371.00 ... 5366.00 5368.00 V
217 v2609 20250917 5373.00 ... 5382.00 5384.00 V
218 y2511 20250917 8458.00 ... 8440.00 8446.00 Y
219 y2512 20250917 8478.00 ... 8476.00 8462.00 Y
220 y2601 20250917 8448.00 ... 8422.00 8418.00 Y
221 y2603 20250917 8356.00 ... 8350.00 8336.00 Y
222 y2605 20250917 8150.00 ... 8132.00 8122.00 Y
223 y2607 20250917 8094.00 ... 8088.00 8076.00 Y
224 y2608 20250917 8114.00 ... 8104.00 8078.00 Y
225 y2609 20250917 8100.00 ... 8080.00 8086.00 Y
[226 rows x 12 columns]
2025-09-25 18:25:20,186 - future_1d - INFO - ak.get_dce_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 IC2509 20250917 7151.000 ... 7244.200 7162.000 IC
1 IC2510 20250917 7120.000 ... 7186.400 7103.600 IC
2 IC2512 20250917 6990.000 ... 7068.600 6994.200 IC
3 IC2603 20250917 6835.200 ... 6904.600 6836.200 IC
4 IF2509 20250917 4518.000 ... 4548.400 4517.000 IF
5 IF2510 20250917 4505.000 ... 4538.200 4507.000 IF
6 IF2512 20250917 4493.800 ... 4514.600 4486.600 IF
7 IF2603 20250917 4466.600 ... 4488.200 4462.600 IF
8 IH2509 20250917 2951.200 ... 2953.600 2950.400 IH
9 IH2510 20250917 2952.800 ... 2952.000 2949.400 IH
10 IH2512 20250917 2953.200 ... 2952.800 2950.800 IH
11 IH2603 20250917 2955.000 ... 2956.200 2954.600 IH
12 IM2509 20250917 7453.000 ... 7544.200 7454.000 IM
13 IM2510 20250917 7395.000 ... 7477.800 7384.200 IM
14 IM2512 20250917 7248.000 ... 7324.000 7232.200 IM
15 IM2603 20250917 7039.000 ... 7119.600 7026.800 IM
16 T2512 20250917 107.985 ... 108.135 108.010 T
17 T2603 20250917 107.660 ... 107.845 107.685 T
18 T2606 20250917 107.475 ... 107.670 107.515 T
19 TF2512 20250917 105.760 ... 105.870 105.780 TF
20 TF2603 20250917 105.645 ... 105.730 105.650 TF
21 TF2606 20250917 105.560 ... 105.645 105.535 TF
22 TL2512 20250917 115.440 ... 115.820 115.520 TL
23 TL2603 20250917 115.180 ... 115.490 115.180 TL
24 TL2606 20250917 115.020 ... 115.420 115.120 TL
25 TS2512 20250917 102.406 ... 102.450 102.410 TS
26 TS2603 20250917 102.334 ... 102.366 102.346 TS
27 TS2606 20250917 102.296 ... 102.324 102.302 TS
[28 rows x 12 columns]
2025-09-25 18:25:20,552 - future_1d - INFO - ak.get_cffex_daily('2025-09-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250917 8432.0 8438.0 ... 34748.31 8408.0 8421.0 AP
1 AP511 20250917 8221.0 8248.0 ... 4909.52 8196.0 8201.0 AP
2 AP512 20250917 8174.0 8238.0 ... 850.24 8175.0 8205.0 AP
3 AP601 20250917 8277.0 8308.0 ... 390355.14 8252.0 8271.0 AP
4 AP603 20250917 8107.0 8174.0 ... 497.22 8151.0 8161.0 AP
5 AP604 20250917 8137.0 8175.0 ... 73.29 8144.0 8167.0 AP
6 AP605 20250917 8269.0 8269.0 ... 2642.45 8206.0 8225.0 AP
7 CF511 20250917 13775.0 13835.0 ... 287116.09 13780.0 13755.0 CF
8 CF601 20250917 13925.0 13970.0 ... 1475769.50 13915.0 13900.0 CF
9 CF603 20250917 13880.0 13925.0 ... 1852.98 13880.0 13870.0 CF
10 CF605 20250917 13880.0 13925.0 ... 109540.96 13875.0 13860.0 CF
11 CF607 20250917 13905.0 13945.0 ... 820.13 13900.0 13895.0 CF
12 CF609 20250917 14015.0 14045.0 ... 56.08 14020.0 14035.0 CF
13 CJ512 20250917 10820.0 10825.0 ... 1439.07 10780.0 10790.0 CJ
14 CJ601 20250917 10830.0 10865.0 ... 429300.62 10800.0 10830.0 CJ
15 CJ603 20250917 10860.0 10885.0 ... 6084.97 10820.0 10860.0 CJ
16 CJ605 20250917 10950.0 10980.0 ... 86868.32 10915.0 10960.0 CJ
17 CJ607 20250917 11090.0 11110.0 ... 1976.22 11040.0 11105.0 CJ
18 CJ609 20250917 11185.0 11230.0 ... 173.56 11195.0 11250.0 CJ
19 CY510 20250917 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250917 19975.0 20090.0 ... 124022.70 19975.0 19965.0 CY
21 CY512 20250917 19870.0 19870.0 ... 29.58 19720.0 19405.0 CY
22 CY601 20250917 19970.0 20070.0 ... 3125.50 19970.0 19985.0 CY
23 CY602 20250917 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250917 0.0 0.0 ... 0.00 20170.0 20145.0 CY
25 CY604 20250917 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250917 0.0 0.0 ... 0.00 20135.0 20170.0 CY
27 CY606 20250917 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250917 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250917 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250917 0.0 0.0 ... 0.00 20365.0 20540.0 CY
31 FG510 20250917 1122.0 1122.0 ... 18051.74 1109.0 1109.0 FG
32 FG511 20250917 1129.0 1129.0 ... 166395.32 1112.0 1117.0 FG
33 FG512 20250917 1238.0 1243.0 ... 85782.82 1233.0 1234.0 FG
34 FG601 20250917 1240.0 1247.0 ... 4079998.75 1235.0 1236.0 FG
35 FG602 20250917 1289.0 1296.0 ... 32841.02 1283.0 1285.0 FG
36 FG603 20250917 1291.0 1299.0 ... 1998.09 1287.0 1290.0 FG
37 FG604 20250917 1340.0 1349.0 ... 487.80 1340.0 1337.0 FG
38 FG605 20250917 1341.0 1350.0 ... 98671.67 1339.0 1336.0 FG
39 FG606 20250917 1369.0 1377.0 ... 866.46 1367.0 1367.0 FG
40 FG607 20250917 1349.0 1370.0 ... 1044.87 1361.0 1361.0 FG
41 FG608 20250917 1378.0 1398.0 ... 901.70 1387.0 1385.0 FG
42 FG609 20250917 1383.0 1400.0 ... 3513.61 1391.0 1382.0 FG
43 JR511 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250917 2291.0 2296.0 ... 6128.50 2290.0 2298.0 MA
52 MA511 20250917 2316.0 2323.0 ... 104198.39 2315.0 2331.0 MA
53 MA512 20250917 2360.0 2364.0 ... 60887.65 2356.0 2376.0 MA
54 MA601 20250917 2380.0 2388.0 ... 921989.45 2380.0 2394.0 MA
55 MA602 20250917 2404.0 2409.0 ... 28280.29 2401.0 2414.0 MA
56 MA603 20250917 2416.0 2422.0 ... 398.59 2416.0 2428.0 MA
57 MA604 20250917 2421.0 2421.0 ... 24.16 2416.0 2433.0 MA
58 MA605 20250917 2402.0 2408.0 ... 58891.91 2401.0 2412.0 MA
59 MA606 20250917 2414.0 2414.0 ... 9.63 2407.0 2422.0 MA
60 MA607 20250917 2394.0 2394.0 ... 40.62 2389.0 2399.0 MA
61 MA608 20250917 2382.0 2383.0 ... 14.30 2383.0 2394.0 MA
62 MA609 20250917 2375.0 2379.0 ... 1409.08 2372.0 2382.0 MA
63 OI511 20250917 10239.0 10288.0 ... 552062.28 10217.0 10154.0 OI
64 OI601 20250917 10065.0 10116.0 ... 3364787.16 10055.0 9981.0 OI
65 OI603 20250917 9833.0 9867.0 ... 5390.68 9801.0 9733.0 OI
66 OI605 20250917 9600.0 9640.0 ... 233253.68 9572.0 9516.0 OI
67 OI607 20250917 9587.0 9587.0 ... 866.09 9517.0 9468.0 OI
68 OI609 20250917 9558.0 9558.0 ... 910.18 9481.0 9446.0 OI
69 PF510 20250917 6372.0 6414.0 ... 11027.64 6392.0 6378.0 PF
70 PF511 20250917 6376.0 6408.0 ... 524899.72 6382.0 6380.0 PF
71 PF512 20250917 6358.0 6386.0 ... 265943.18 6362.0 6364.0 PF
72 PF601 20250917 6408.0 6424.0 ... 22281.42 6408.0 6400.0 PF
73 PF602 20250917 6404.0 6432.0 ... 57719.21 6410.0 6406.0 PF
74 PF603 20250917 6402.0 6420.0 ... 6.41 6412.0 6420.0 PF
75 PF604 20250917 6438.0 6438.0 ... 3.22 6438.0 6454.0 PF
76 PF605 20250917 6474.0 6474.0 ... 6.47 6470.0 6458.0 PF
77 PF606 20250917 6480.0 6480.0 ... 3.24 6480.0 6480.0 PF
78 PF607 20250917 0.0 0.0 ... 0.00 6504.0 6502.0 PF
79 PF608 20250917 0.0 0.0 ... 0.00 6524.0 6504.0 PF
80 PF609 20250917 0.0 0.0 ... 0.00 6580.0 6580.0 PF
81 PK510 20250917 7808.0 7846.0 ... 8829.25 7818.0 7800.0 PK
82 PK511 20250917 7788.0 7850.0 ... 392386.77 7810.0 7766.0 PK
83 PK512 20250917 7810.0 7858.0 ... 132621.55 7824.0 7798.0 PK
84 PK601 20250917 7820.0 7850.0 ... 33933.10 7830.0 7820.0 PK
85 PK603 20250917 7846.0 7868.0 ... 94.19 7850.0 7844.0 PK
86 PK604 20250917 7864.0 7868.0 ... 47.17 7862.0 7862.0 PK
87 PK605 20250917 7870.0 7880.0 ... 3525.34 7870.0 7864.0 PK
88 PL601 20250917 6453.0 6464.0 ... 57202.98 6449.0 6458.0 PL
89 PL602 20250917 6485.0 6490.0 ... 2228.13 6477.0 6482.0 PL
90 PL603 20250917 0.0 0.0 ... 0.00 6499.0 6498.0 PL
91 PL604 20250917 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250917 0.0 0.0 ... 0.00 6428.0 6428.0 PL
93 PL606 20250917 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250917 6439.0 6439.0 ... 12.88 6439.0 6419.0 PL
95 PL608 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250917 5868.0 5880.0 ... 2077.49 5870.0 5866.0 PR
104 PR511 20250917 5854.0 5870.0 ... 321619.98 5856.0 5860.0 PR
105 PR512 20250917 5852.0 5874.0 ... 314268.80 5858.0 5866.0 PR
106 PR601 20250917 5870.0 5872.0 ... 152845.03 5856.0 5860.0 PR
107 PR602 20250917 5884.0 5900.0 ... 211.91 5886.0 5896.0 PR
108 PR603 20250917 5896.0 5928.0 ... 79.73 5906.0 5908.0 PR
109 PR604 20250917 5920.0 5940.0 ... 17.79 5930.0 5896.0 PR
110 PR605 20250917 5912.0 5930.0 ... 26.66 5924.0 5904.0 PR
111 PR606 20250917 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250917 0.0 0.0 ... 0.00 5962.0 5944.0 PR
113 PR608 20250917 0.0 0.0 ... 0.00 5966.0 5946.0 PR
114 PR609 20250917 0.0 0.0 ... 0.00 5932.0 5924.0 PR
115 PX510 20250917 6828.0 6828.0 ... 3758.07 6796.0 6804.0 PX
116 PX511 20250917 6790.0 6810.0 ... 533359.78 6782.0 6788.0 PX
117 PX512 20250917 6762.0 6784.0 ... 221700.49 6760.0 6758.0 PX
118 PX601 20250917 6740.0 6758.0 ... 213288.97 6732.0 6734.0 PX
119 PX602 20250917 6744.0 6752.0 ... 121861.52 6722.0 6728.0 PX
120 PX603 20250917 0.0 0.0 ... 0.00 6742.0 6742.0 PX
121 PX604 20250917 0.0 0.0 ... 0.00 6742.0 6760.0 PX
122 PX605 20250917 6732.0 6738.0 ... 252.30 6728.0 6714.0 PX
123 PX606 20250917 0.0 0.0 ... 0.00 6718.0 6698.0 PX
124 PX607 20250917 6736.0 6736.0 ... 134.72 6736.0 6736.0 PX
125 PX608 20250917 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250917 6750.0 6750.0 ... 3.38 6750.0 6722.0 PX
127 RI511 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250917 2535.0 2540.0 ... 38101.89 2499.0 2531.0 RM
134 RM601 20250917 2523.0 2528.0 ... 980972.69 2485.0 2517.0 RM
135 RM603 20250917 2422.0 2427.0 ... 14028.55 2392.0 2423.0 RM
136 RM605 20250917 2401.0 2404.0 ... 178362.44 2377.0 2400.0 RM
137 RM607 20250917 2385.0 2402.0 ... 22318.75 2375.0 2385.0 RM
138 RM608 20250917 2484.0 2490.0 ... 2810.84 2472.0 2484.0 RM
139 RM609 20250917 2473.0 2490.0 ... 7954.28 2466.0 2471.0 RM
140 RS511 20250917 5348.0 5348.0 ... 42.36 5295.0 5306.0 RS
141 RS607 20250917 5540.0 5556.0 ... 33.29 5548.0 5555.0 RS
142 RS608 20250917 5589.0 5620.0 ... 116.76 5560.0 5556.0 RS
143 RS609 20250917 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250917 1250.0 1255.0 ... 11411.73 1246.0 1244.0 SA
145 SA511 20250917 1264.0 1267.0 ... 387360.97 1258.0 1258.0 SA
146 SA512 20250917 1331.0 1332.0 ... 204076.82 1321.0 1324.0 SA
147 SA601 20250917 1344.0 1346.0 ... 2897113.14 1333.0 1337.0 SA
148 SA602 20250917 1375.0 1375.0 ... 135893.89 1362.0 1366.0 SA
149 SA603 20250917 1374.0 1376.0 ... 2380.34 1370.0 1369.0 SA
150 SA604 20250917 1417.0 1417.0 ... 902.89 1411.0 1409.0 SA
151 SA605 20250917 1423.0 1425.0 ... 79356.52 1415.0 1415.0 SA
152 SA606 20250917 1431.0 1431.0 ... 863.82 1425.0 1418.0 SA
153 SA607 20250917 1433.0 1433.0 ... 2876.19 1424.0 1420.0 SA
154 SA608 20250917 1448.0 1450.0 ... 2051.39 1443.0 1426.0 SA
155 SA609 20250917 1452.0 1456.0 ... 4124.44 1448.0 1443.0 SA
156 SF510 20250917 5516.0 5588.0 ... 8613.21 5544.0 5572.0 SF
157 SF511 20250917 5696.0 5776.0 ... 474200.97 5726.0 5752.0 SF
158 SF512 20250917 5664.0 5748.0 ... 115486.14 5700.0 5724.0 SF
159 SF601 20250917 5664.0 5746.0 ... 168921.50 5704.0 5716.0 SF
160 SF602 20250917 5634.0 5706.0 ... 34455.30 5666.0 5670.0 SF
161 SF603 20250917 5798.0 5862.0 ... 8.76 5842.0 5856.0 SF
162 SF604 20250917 5854.0 5860.0 ... 8.78 5856.0 5850.0 SF
163 SF605 20250917 5790.0 5854.0 ... 1690.67 5810.0 5824.0 SF
164 SF606 20250917 5750.0 5804.0 ... 48.93 5758.0 5784.0 SF
165 SF607 20250917 5912.0 5966.0 ... 68.40 5948.0 5940.0 SF
166 SF608 20250917 5900.0 5938.0 ... 20.66 5902.0 5894.0 SF
167 SF609 20250917 5878.0 5920.0 ... 26.48 5884.0 5896.0 SF
168 SH510 20250917 2496.0 2530.0 ... 27952.07 2511.0 2506.0 SH
169 SH511 20250917 2524.0 2559.0 ... 551909.54 2538.0 2535.0 SH
170 SH512 20250917 2579.0 2607.0 ... 227232.51 2589.0 2584.0 SH
171 SH601 20250917 2578.0 2610.0 ... 2403637.91 2593.0 2592.0 SH
172 SH602 20250917 2606.0 2629.0 ... 46403.92 2612.0 2614.0 SH
173 SH603 20250917 2625.0 2646.0 ... 3236.56 2631.0 2637.0 SH
174 SH604 20250917 2667.0 2689.0 ... 320.57 2671.0 2680.0 SH
175 SH605 20250917 2670.0 2696.0 ... 11285.68 2683.0 2689.0 SH
176 SH606 20250917 2692.0 2703.0 ... 16.19 2698.0 2707.0 SH
177 SH607 20250917 2681.0 2697.0 ... 72.62 2690.0 2699.0 SH
178 SH608 20250917 2690.0 2694.0 ... 56.48 2689.0 2702.0 SH
179 SH609 20250917 2692.0 2714.0 ... 275.69 2703.0 2701.0 SH
180 SM510 20250917 5822.0 5884.0 ... 6218.22 5848.0 5850.0 SM
181 SM511 20250917 5924.0 5968.0 ... 316808.80 5936.0 5940.0 SM
182 SM512 20250917 5926.0 5976.0 ... 80580.76 5940.0 5948.0 SM
183 SM601 20250917 5942.0 5992.0 ... 504040.77 5956.0 5962.0 SM
184 SM602 20250917 5948.0 5996.0 ... 211007.94 5964.0 5960.0 SM
185 SM603 20250917 5958.0 6004.0 ... 35.87 5978.0 5970.0 SM
186 SM604 20250917 5986.0 5986.0 ... 5.99 5986.0 5990.0 SM
187 SM605 20250917 5980.0 6028.0 ... 7442.32 5984.0 6000.0 SM
188 SM606 20250917 6006.0 6006.0 ... 3.00 6006.0 5986.0 SM
189 SM607 20250917 5972.0 6038.0 ... 6.01 6006.0 6012.0 SM
190 SM608 20250917 0.0 0.0 ... 0.00 6040.0 6030.0 SM
191 SM609 20250917 5986.0 6058.0 ... 307.48 6030.0 6010.0 SM
192 SR511 20250917 5551.0 5551.0 ... 107951.54 5537.0 5549.0 SR
193 SR601 20250917 5546.0 5552.0 ... 883331.28 5538.0 5555.0 SR
194 SR603 20250917 5535.0 5538.0 ... 1855.88 5523.0 5543.0 SR
195 SR605 20250917 5525.0 5526.0 ... 64482.27 5514.0 5532.0 SR
196 SR607 20250917 5521.0 5525.0 ... 2244.01 5514.0 5530.0 SR
197 SR609 20250917 5530.0 5535.0 ... 1242.98 5524.0 5543.0 SR
198 TA510 20250917 4676.0 4686.0 ... 28187.67 4670.0 4662.0 TA
199 TA511 20250917 4680.0 4700.0 ... 266796.06 4682.0 4676.0 TA
200 TA512 20250917 4694.0 4710.0 ... 120458.33 4694.0 4692.0 TA
201 TA601 20250917 4704.0 4716.0 ... 1425656.89 4698.0 4692.0 TA
202 TA602 20250917 4708.0 4726.0 ... 19345.21 4710.0 4704.0 TA
203 TA603 20250917 4718.0 4724.0 ... 176.78 4714.0 4714.0 TA
204 TA604 20250917 4718.0 4732.0 ... 9.44 4720.0 4718.0 TA
205 TA605 20250917 4748.0 4752.0 ... 40164.93 4740.0 4732.0 TA
206 TA606 20250917 0.0 0.0 ... 0.00 4752.0 4750.0 TA
207 TA607 20250917 0.0 0.0 ... 0.00 4762.0 4760.0 TA
208 TA608 20250917 0.0 0.0 ... 0.00 4770.0 4770.0 TA
209 TA609 20250917 4772.0 4786.0 ... 26.26 4776.0 4778.0 TA
210 UR510 20250917 1597.0 1599.0 ... 2590.23 1593.0 1597.0 UR
211 UR511 20250917 1662.0 1671.0 ... 32532.03 1665.0 1672.0 UR
212 UR512 20250917 1677.0 1681.0 ... 7973.81 1675.0 1683.0 UR
213 UR601 20250917 1685.0 1687.0 ... 311810.74 1681.0 1691.0 UR
214 UR602 20250917 1681.0 1691.0 ... 586.28 1685.0 1695.0 UR
215 UR603 20250917 1729.0 1737.0 ... 121.25 1732.0 1737.0 UR
216 UR604 20250917 1738.0 1738.0 ... 6.95 1738.0 1736.0 UR
217 UR605 20250917 1740.0 1740.0 ... 12279.83 1734.0 1740.0 UR
218 UR606 20250917 1729.0 1737.0 ... 48.54 1734.0 1738.0 UR
219 UR607 20250917 1757.0 1766.0 ... 66.92 1761.0 1768.0 UR
220 UR608 20250917 1754.0 1761.0 ... 10.55 1758.0 1764.0 UR
221 UR609 20250917 1753.0 1758.0 ... 84.24 1755.0 1759.0 UR
222 WH511 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 18:25:20,840 - future_1d - INFO - ak.get_czce_daily('2025-09-17') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250917 ... 80720 81090 CU
1 1 CU2511 20250917 ... 80750 81090 CU
2 2 CU2512 20250917 ... 80730 81090 CU
3 3 CU2601 20250917 ... 80730 81150 CU
4 4 CU2602 20250917 ... 80720 81190 CU
5 5 CU2603 20250917 ... 80730 81130 CU
6 6 CU2604 20250917 ... 80700 81120 CU
7 7 CU2605 20250917 ... 80830 80980 CU
8 8 CU2606 20250917 ... 80700 81080 CU
9 9 CU2607 20250917 ... 80680 81060 CU
10 10 CU2608 20250917 ... 80600 81100 CU
11 11 CU2609 20250917 ... 80650 81100 CU
12 12 BC2510 20250917 ... 71650 72020 BC
13 13 BC2511 20250917 ... 71640 72070 BC
14 14 BC2512 20250917 ... 71670 72120 BC
15 15 BC2601 20250917 ... 72000 72000 BC
16 16 BC2602 20250917 ... 71650 71650 BC
17 17 BC2603 20250917 ... 71950 71950 BC
18 18 BC2604 20250917 ... 71550 71550 BC
19 19 BC2605 20250917 ... 71550 71550 BC
20 20 BC2606 20250917 ... 71500 71500 BC
21 21 BC2607 20250917 ... 71560 71560 BC
22 22 BC2608 20250917 ... 71550 71550 BC
23 23 BC2609 20250917 ... 71550 71550 BC
24 24 AL2510 20250917 ... 20965 20990 AL
25 25 AL2511 20250917 ... 20980 21010 AL
26 26 AL2512 20250917 ... 20965 20985 AL
27 27 AL2601 20250917 ... 20940 20960 AL
28 28 AL2602 20250917 ... 20930 20965 AL
29 29 AL2603 20250917 ... 20935 20990 AL
30 30 AL2604 20250917 ... 20955 21015 AL
31 31 AL2605 20250917 ... 20965 21040 AL
32 32 AL2606 20250917 ... 20960 21005 AL
33 33 AL2607 20250917 ... 20950 21035 AL
34 34 AL2608 20250917 ... 20960 20965 AL
35 35 AL2609 20250917 ... 21010 20985 AL
36 36 ZN2510 20250917 ... 22280 22300 ZN
37 37 ZN2511 20250917 ... 22285 22315 ZN
38 38 ZN2512 20250917 ... 22300 22330 ZN
39 39 ZN2601 20250917 ... 22330 22360 ZN
40 40 ZN2602 20250917 ... 22370 22370 ZN
41 41 ZN2603 20250917 ... 22360 22370 ZN
42 42 ZN2604 20250917 ... 22410 22420 ZN
43 43 ZN2605 20250917 ... 22410 22430 ZN
44 44 ZN2606 20250917 ... 22445 22490 ZN
45 45 ZN2607 20250917 ... 22465 22460 ZN
46 46 ZN2608 20250917 ... 22460 22480 ZN
47 47 ZN2609 20250917 ... 22475 22450 ZN
48 48 PB2510 20250917 ... 17080 17080 PB
49 49 PB2511 20250917 ... 17095 17100 PB
50 50 PB2512 20250917 ... 17105 17105 PB
51 51 PB2601 20250917 ... 17115 17115 PB
52 52 PB2602 20250917 ... 17125 17120 PB
53 53 PB2603 20250917 ... 17190 17130 PB
54 54 PB2604 20250917 ... 17195 17205 PB
55 55 PB2605 20250917 ... 17170 17170 PB
56 56 PB2606 20250917 ... 17145 17105 PB
57 57 PB2607 20250917 ... 17150 17155 PB
58 58 PB2608 20250917 ... 17220 17165 PB
59 59 PB2609 20250917 ... 17220 17165 PB
60 60 NI2510 20250917 ... 122030 122790 NI
61 61 NI2511 20250917 ... 122160 122930 NI
62 62 NI2512 20250917 ... 122290 123120 NI
63 63 NI2601 20250917 ... 122520 123300 NI
64 64 NI2602 20250917 ... 122720 123650 NI
65 65 NI2603 20250917 ... 122830 123590 NI
66 66 NI2604 20250917 ... 122970 123800 NI
67 67 NI2605 20250917 ... 123320 124130 NI
68 68 NI2606 20250917 ... 123320 124360 NI
69 69 NI2607 20250917 ... 123610 124590 NI
70 70 NI2608 20250917 ... 124070 125030 NI
71 71 NI2609 20250917 ... 124300 124490 NI
72 72 SN2510 20250917 ... 273090 272740 SN
73 73 SN2511 20250917 ... 273310 273020 SN
74 74 SN2512 20250917 ... 273260 273040 SN
75 75 SN2601 20250917 ... 272970 273310 SN
76 76 SN2602 20250917 ... 273360 273130 SN
77 77 SN2603 20250917 ... 272790 273430 SN
78 78 SN2604 20250917 ... 274190 273380 SN
79 79 SN2605 20250917 ... 273160 273620 SN
80 80 SN2606 20250917 ... 272960 274060 SN
81 81 SN2607 20250917 ... 273500 275180 SN
82 82 SN2608 20250917 ... 273820 275620 SN
83 83 SN2609 20250917 ... 274140 275630 SN
84 84 AO2510 20250917 ... 2917 2957 AO
85 85 AO2511 20250917 ... 2920 2964 AO
86 86 AO2512 20250917 ... 2934 2979 AO
87 87 AO2601 20250917 ... 2941 2989 AO
88 88 AO2602 20250917 ... 2947 2996 AO
89 89 AO2603 20250917 ... 3018 3052 AO
90 90 AO2604 20250917 ... 3022 3063 AO
91 91 AO2605 20250917 ... 3027 3066 AO
92 92 AO2606 20250917 ... 3035 3077 AO
93 93 AO2607 20250917 ... 3050 3084 AO
94 94 AO2608 20250917 ... 3051 3091 AO
95 95 AO2609 20250917 ... 3069 3107 AO
96 96 AD2511 20250917 ... 20480 20505 AD
97 97 AD2512 20250917 ... 20515 20525 AD
98 98 AD2601 20250917 ... 20540 20550 AD
99 99 AD2602 20250917 ... 20540 20540 AD
100 100 AD2603 20250917 ... 20500 20500 AD
101 101 AD2604 20250917 ... 20485 20485 AD
102 102 AD2605 20250917 ... 20520 20520 AD
103 103 AD2606 20250917 ... 20455 20455 AD
104 104 AD2607 20250917 ... 20510 20510 AD
105 105 AD2608 20250917 ... 20515 20515 AD
106 106 AD2609 20250917 ... 20515 20515 AD
107 107 AU2510 20250917 ... 839 838.12 AU
108 108 AU2511 20250917 ... 839.9 839.4 AU
109 109 AU2512 20250917 ... 841.3 840.76 AU
110 110 AU2602 20250917 ... 843.8 843.2 AU
111 111 AU2604 20250917 ... 846.48 845.18 AU
112 112 AU2606 20250917 ... 848.26 847.54 AU
113 113 AU2608 20250917 ... 850.82 850.08 AU
114 114 AU2610 20250917 ... 853.12 852.26 AU
115 115 AG2510 20250917 ... 10014 10084 AG
116 116 AG2511 20250917 ... 10025 10095 AG
117 117 AG2512 20250917 ... 10030 10111 AG
118 118 AG2601 20250917 ... 10048 10121 AG
119 119 AG2602 20250917 ... 10059 10131 AG
120 120 AG2603 20250917 ... 10069 10146 AG
121 121 AG2604 20250917 ... 10087 10143 AG
122 122 AG2605 20250917 ... 10088 10175 AG
123 123 AG2606 20250917 ... 10098 10188 AG
124 124 AG2607 20250917 ... 10116 10204 AG
125 125 AG2608 20250917 ... 10136 10214 AG
126 126 AG2609 20250917 ... 10132 10233 AG
127 127 RB2510 20250917 ... 3061 3070 RB
128 128 RB2511 20250917 ... 3080 3089 RB
129 129 RB2512 20250917 ... 3133 3134 RB
130 130 RB2601 20250917 ... 3155 3166 RB
131 131 RB2602 20250917 ... 3157 3176 RB
132 132 RB2603 20250917 ... 3180 3193 RB
133 133 RB2604 20250917 ... 3206 3221 RB
134 134 RB2605 20250917 ... 3226 3234 RB
135 135 RB2606 20250917 ... 3241 3248 RB
136 136 RB2607 20250917 ... 3258 3263 RB
137 137 RB2608 20250917 ... 3258 3269 RB
138 138 RB2609 20250917 ... 3270 3277 RB
139 139 WR2510 20250917 ... 3288 3306 WR
140 140 WR2511 20250917 ... 3302 3302 WR
141 141 WR2512 20250917 ... 3324 3324 WR
142 142 WR2601 20250917 ... 3349 3357 WR
143 143 WR2602 20250917 ... 3358 3358 WR
144 144 WR2603 20250917 ... 3395 3395 WR
145 145 WR2604 20250917 ... 3389 3389 WR
146 146 WR2605 20250917 ... 3414 3414 WR
147 147 WR2606 20250917 ... 3372 3372 WR
148 148 WR2607 20250917 ... 3390 3390 WR
149 149 WR2608 20250917 ... 3399 3399 WR
150 150 WR2609 20250917 ... 3558 3581 WR
151 151 HC2510 20250917 ... 3413 3431 HC
152 152 HC2511 20250917 ... 3401 3420 HC
153 153 HC2512 20250917 ... 3391 3409 HC
154 154 HC2601 20250917 ... 3384 3403 HC
155 155 HC2602 20250917 ... 3390 3407 HC
156 156 HC2603 20250917 ... 3385 3405 HC
157 157 HC2604 20250917 ... 3388 3407 HC
158 158 HC2605 20250917 ... 3395 3410 HC
159 159 HC2606 20250917 ... 3394 3414 HC
160 160 HC2607 20250917 ... 3407 3420 HC
161 161 HC2608 20250917 ... 3410 3423 HC
162 162 HC2609 20250917 ... 3412 3419 HC
163 163 SS2510 20250917 ... 12825 12955 SS
164 164 SS2511 20250917 ... 12935 13055 SS
165 165 SS2512 20250917 ... 12980 13090 SS
166 166 SS2601 20250917 ... 13055 13155 SS
167 167 SS2602 20250917 ... 13115 13220 SS
168 168 SS2603 20250917 ... 13165 13250 SS
169 169 SS2604 20250917 ... 13245 13325 SS
170 170 SS2605 20250917 ... 13320 13410 SS
171 171 SS2606 20250917 ... 13350 13435 SS
172 172 SS2607 20250917 ... 13405 13450 SS
173 173 SS2608 20250917 ... 13445 13575 SS
174 174 SS2609 20250917 ... 13515 13605 SS
175 175 SC2510 20250917 ... 498.4 492.1 SC
176 176 SC2511 20250917 ... 499.8 493.5 SC
177 177 SC2512 20250917 ... 496.8 491.1 SC
178 178 SC2601 20250917 ... 494.7 490.1 SC
179 179 SC2602 20250917 ... 492.1 488 SC
180 180 SC2603 20250917 ... 491.8 487.7 SC
181 181 SC2604 20250917 ... 490.3 486.4 SC
182 182 SC2605 20250917 ... 490.5 486.3 SC
183 183 SC2606 20250917 ... 489.4 485.6 SC
184 184 SC2607 20250917 ... 488.3 485.7 SC
185 185 SC2608 20250917 ... 487.5 484.2 SC
186 186 SC2609 20250917 ... 484 481.9 SC
187 187 SC2612 20250917 ... 481 479.8 SC
188 188 SC2703 20250917 ... 475.1 474.6 SC
189 189 SC2706 20250917 ... 476.8 474.7 SC
190 190 SC2709 20250917 ... 473.2 473.2 SC
191 191 SC2712 20250917 ... 473.7 472.1 SC
192 192 SC2803 20250917 ... 473.6 473.6 SC
193 193 SC2806 20250917 ... 473 471.1 SC
194 194 SC2809 20250917 ... 469 469 SC
195 195 LU2510 20250917 ... 3422 3370 LU
196 196 LU2511 20250917 ... 3447 3396 LU
197 197 LU2512 20250917 ... 3429 3377 LU
198 198 LU2601 20250917 ... 3421 3369 LU
199 199 LU2602 20250917 ... 3410 3354 LU
200 200 LU2603 20250917 ... 3387 3350 LU
201 201 LU2604 20250917 ... 3389 3349 LU
202 202 LU2605 20250917 ... 3388 3341 LU
203 203 LU2606 20250917 ... 3399 3348 LU
204 204 LU2607 20250917 ... 3379 3342 LU
205 205 LU2608 20250917 ... 3378 3343 LU
206 206 LU2609 20250917 ... 3360 3336 LU
207 207 FU2510 20250917 ... 2857 2829 FU
208 208 FU2511 20250917 ... 2863 2830 FU
209 209 FU2512 20250917 ... 2847 2815 FU
210 210 FU2601 20250917 ... 2833 2799 FU
211 211 FU2602 20250917 ... 2812 2781 FU
212 212 FU2603 20250917 ... 2803 2771 FU
213 213 FU2604 20250917 ... 2796 2767 FU
214 214 FU2605 20250917 ... 2785 2751 FU
215 215 FU2606 20250917 ... 2774 2744 FU
216 216 FU2607 20250917 ... 2754 2730 FU
217 217 FU2608 20250917 ... 2746 2723 FU
218 218 FU2609 20250917 ... 2723 2703 FU
219 219 BU2510 20250917 ... 3448 3437 BU
220 220 BU2511 20250917 ... 3439 3425 BU
221 221 BU2512 20250917 ... 3401 3384 BU
222 222 BU2601 20250917 ... 3382 3367 BU
223 223 BU2602 20250917 ... 3380 3366 BU
224 224 BU2603 20250917 ... 3383 3355 BU
225 225 BU2604 20250917 ... 3375 3340 BU
226 226 BU2605 20250917 ... 3374 3359 BU
227 227 BU2606 20250917 ... 3374 3358 BU
228 228 BU2607 20250917 ... 3363 3353 BU
229 229 BU2608 20250917 ... 3367 3350 BU
230 230 BU2609 20250917 ... 3357 3345 BU
231 231 BU2612 20250917 ... 3321 3308 BU
232 232 BU2703 20250917 ... 3325 3311 BU
233 233 BU2706 20250917 ... 3325 3319 BU
234 234 BU2709 20250917 ... 3314 3308 BU
235 235 BR2510 20250917 ... 11665 11710 BR
236 236 BR2511 20250917 ... 11620 11670 BR
237 237 BR2512 20250917 ... 11620 11660 BR
238 238 BR2601 20250917 ... 11625 11670 BR
239 239 BR2602 20250917 ... 11605 11635 BR
240 240 BR2603 20250917 ... 11640 11680 BR
241 241 BR2604 20250917 ... 11670 11690 BR
242 242 BR2605 20250917 ... 11635 11735 BR
243 243 BR2606 20250917 ... 11775 11775 BR
244 244 BR2607 20250917 ... 11880 11885 BR
245 245 BR2608 20250917 ... 11855 11900 BR
246 246 BR2609 20250917 ... 11780 11770 BR
247 247 RU2510 20250917 ... 15015 15105 RU
248 248 RU2511 20250917 ... 14960 15050 RU
249 249 RU2601 20250917 ... 15900 16000 RU
250 250 RU2603 20250917 ... 15860 15990 RU
251 251 RU2604 20250917 ... 15830 15990 RU
252 252 RU2605 20250917 ... 15885 15985 RU
253 253 RU2606 20250917 ... 15875 16005 RU
254 254 RU2607 20250917 ... 15960 15915 RU
255 255 RU2608 20250917 ... 15965 16055 RU
256 256 RU2609 20250917 ... 15975 16070 RU
257 257 NR2510 20250917 ... 12570 12640 NR
258 258 NR2511 20250917 ... 12595 12690 NR
259 259 NR2512 20250917 ... 12630 12725 NR
260 260 NR2601 20250917 ... 12660 12755 NR
261 261 NR2602 20250917 ... 12650 12785 NR
262 262 NR2603 20250917 ... 12635 12780 NR
263 263 NR2604 20250917 ... 12665 12795 NR
264 264 NR2605 20250917 ... 12670 12825 NR
265 265 NR2606 20250917 ... 12635 12635 NR
266 266 NR2607 20250917 ... 12655 12655 NR
267 267 NR2608 20250917 ... 12685 12685 NR
268 268 NR2609 20250917 ... 12685 12685 NR
269 269 SP2510 20250917 ... 5030 5048 SP
270 270 SP2511 20250917 ... 5054 5074 SP
271 271 SP2512 20250917 ... 5068 5088 SP
272 272 SP2601 20250917 ... 5344 5348 SP
273 273 SP2602 20250917 ... 5328 5334 SP
274 274 SP2603 20250917 ... 5342 5340 SP
275 275 SP2604 20250917 ... 5346 5344 SP
276 276 SP2605 20250917 ... 5356 5354 SP
277 277 SP2606 20250917 ... 5362 5360 SP
278 278 SP2607 20250917 ... 5366 5358 SP
279 279 SP2608 20250917 ... 5372 5358 SP
280 280 SP2609 20250917 ... 5368 5370 SP
281 281 OP2601 20250917 ... 4258 4258 OP
282 282 OP2602 20250917 ... 4256 4256 OP
283 283 OP2603 20250917 ... 4260 4284 OP
284 284 OP2604 20250917 ... 4278 4272 OP
285 285 OP2605 20250917 ... 4280 4286 OP
286 286 OP2606 20250917 ... 4252 4268 OP
287 287 OP2607 20250917 ... 4262 4276 OP
288 288 OP2608 20250917 ... 4272 4292 OP
289 289 OP2609 20250917 ... 4256 4256 OP
290 290 EC2510 20250917 ... 1129.4 1189.6 EC
291 291 EC2512 20250917 ... 1665.3 1710.7 EC
292 292 EC2602 20250917 ... 1572.8 1583.1 EC
293 293 EC2604 20250917 ... 1278.3 1283.3 EC
294 294 EC2606 20250917 ... 1460.7 1459 EC
295 295 EC2608 20250917 ... 1618.6 1622 EC
296 296 SC_TAS2510 20250917 ... SC_TAS
297 297 SC_TAS2511 20250917 ... SC_TAS
298 298 SC_TAS2512 20250917 ... SC_TAS
299 299 SC_TAS2601 20250917 ... SC_TAS
[300 rows x 13 columns]
2025-09-25 18:25:20,965 - future_1d - INFO - ak.get_shfe_daily('2025-09-17') done
2025-09-25 18:25:22,735 - future_1d - INFO - save future_daily 2025-09-17 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250918 53405.0 ... 53200.0 53465.0 PS
1 PS2511 20250918 53200.0 ... 53160.0 53465.0 PS
2 PS2512 20250918 56000.0 ... 55775.0 56115.0 PS
3 PS2601 20250918 55985.0 ... 55590.0 56020.0 PS
4 PS2602 20250918 55930.0 ... 55695.0 56125.0 PS
5 PS2603 20250918 55955.0 ... 55635.0 56150.0 PS
6 PS2604 20250918 55955.0 ... 55870.0 56195.0 PS
7 PS2605 20250918 56075.0 ... 55705.0 56225.0 PS
8 PS2606 20250918 58385.0 ... 58010.0 58570.0 PS
9 PS2607 20250918 58375.0 ... 57890.0 58665.0 PS
10 PS2608 20250918 58810.0 ... 57885.0 58725.0 PS
11 PS2609 20250918 58530.0 ... 57975.0 58695.0 PS
13 SI2510 20250918 8910.0 ... 8940.0 8910.0 SI
14 SI2511 20250918 8920.0 ... 8980.0 8925.0 SI
15 SI2512 20250918 9290.0 ... 9355.0 9305.0 SI
16 SI2601 20250918 9335.0 ... 9355.0 9305.0 SI
17 SI2602 20250918 9325.0 ... 9350.0 9320.0 SI
18 SI2603 20250918 9340.0 ... 9360.0 9340.0 SI
19 SI2604 20250918 9630.0 ... 9385.0 9325.0 SI
20 SI2605 20250918 9365.0 ... 9390.0 9350.0 SI
21 SI2606 20250918 9340.0 ... 9425.0 9335.0 SI
22 SI2607 20250918 9350.0 ... 9385.0 9355.0 SI
23 SI2608 20250918 9385.0 ... 9410.0 9360.0 SI
24 SI2609 20250918 9330.0 ... 9390.0 9370.0 SI
27 LC2510 20250918 73280.0 ... 72620.0 73280.0 LC
28 LC2511 20250918 73120.0 ... 72780.0 73420.0 LC
29 LC2512 20250918 73140.0 ... 72840.0 73560.0 LC
30 LC2601 20250918 73480.0 ... 72840.0 73560.0 LC
31 LC2602 20250918 73120.0 ... 72580.0 73440.0 LC
32 LC2603 20250918 73300.0 ... 72780.0 73480.0 LC
33 LC2604 20250918 73980.0 ... 73520.0 74080.0 LC
34 LC2605 20250918 74220.0 ... 73420.0 74120.0 LC
35 LC2606 20250918 74040.0 ... 73260.0 73860.0 LC
36 LC2607 20250918 74000.0 ... 73160.0 73760.0 LC
37 LC2608 20250918 74100.0 ... 73060.0 73620.0 LC
38 LC2609 20250918 75060.0 ... 72980.0 73780.0 LC
[36 rows x 12 columns]
2025-09-25 18:25:30,824 - future_1d - INFO - ak.get_gfex_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 SC2510 20250918 497.9 ... 495.5 498.4 SC
1 SC2511 20250918 498.3 ... 496.3 499.8 SC
2 SC2512 20250918 496 ... 493.5 496.8 SC
3 SC2601 20250918 492.8 ... 491.9 494.7 SC
4 SC2602 20250918 489.7 ... 490.4 492.1 SC
5 SC2603 20250918 488 ... 489.8 491.8 SC
6 SC2604 20250918 490.3 ... 488 490.3 SC
7 SC2605 20250918 490 ... 487.2 490.5 SC
8 SC2606 20250918 489.4 ... 487 489.4 SC
9 SC2607 20250918 488.6 ... 485.2 488.3 SC
10 SC2608 20250918 486.4 ... 483.9 487.5 SC
11 SC2609 20250918 485.2 ... 483.8 484 SC
12 SC2612 20250918 482.3 ... 482.5 481 SC
13 SC2703 20250918 ... 475.1 475.1 SC
14 SC2706 20250918 ... 476.8 476.8 SC
15 SC2709 20250918 ... 473.2 473.2 SC
16 SC2712 20250918 476.8 ... 474.1 473.7 SC
17 SC2803 20250918 471.2 ... 471.2 473.6 SC
18 SC2806 20250918 472.5 ... 472.5 473 SC
19 SC2809 20250918 470.1 ... 465.7 469 SC
21 LU2510 20250918 3434 ... 3418 3422 LU
22 LU2511 20250918 3438 ... 3428 3447 LU
23 LU2512 20250918 3424 ... 3410 3429 LU
24 LU2601 20250918 3420 ... 3403 3421 LU
25 LU2602 20250918 3395 ... 3389 3410 LU
26 LU2603 20250918 3369 ... 3378 3387 LU
27 LU2604 20250918 3365 ... 3365 3389 LU
28 LU2605 20250918 3380 ... 3374 3388 LU
29 LU2606 20250918 3355 ... 3360 3399 LU
30 LU2607 20250918 3359 ... 3358 3379 LU
31 LU2608 20250918 3354 ... 3346 3378 LU
32 LU2609 20250918 3336 ... 3325 3360 LU
34 NR2510 20250918 12540 ... 12305 12570 NR
35 NR2511 20250918 12550 ... 12330 12595 NR
36 NR2512 20250918 12600 ... 12355 12630 NR
37 NR2601 20250918 12645 ... 12400 12660 NR
38 NR2602 20250918 12640 ... 12455 12650 NR
39 NR2603 20250918 12610 ... 12435 12635 NR
40 NR2604 20250918 12585 ... 12405 12665 NR
41 NR2605 20250918 12555 ... 12455 12670 NR
42 NR2606 20250918 12440 ... 12440 12635 NR
43 NR2607 20250918 ... 12655 12655 NR
44 NR2608 20250918 ... 12685 12685 NR
45 NR2609 20250918 12585 ... 12510 12685 NR
47 BC2510 20250918 70980 ... 70760 71650 BC
48 BC2511 20250918 71010 ... 70820 71640 BC
49 BC2512 20250918 ... 71670 71670 BC
50 BC2601 20250918 ... 71000 72000 BC
51 BC2602 20250918 ... 71100 71650 BC
52 BC2603 20250918 ... 71200 71950 BC
53 BC2604 20250918 ... 71300 71550 BC
54 BC2605 20250918 ... 71300 71550 BC
55 BC2606 20250918 ... 71400 71500 BC
56 BC2607 20250918 ... 71400 71560 BC
57 BC2608 20250918 ... 71400 71550 BC
58 BC2609 20250918 ... 71550 71550 BC
60 EC2510 20250918 1110 ... 1117.6 1129.4 EC
61 EC2512 20250918 1680 ... 1663 1665.3 EC
62 EC2602 20250918 1574.4 ... 1564.7 1572.8 EC
63 EC2604 20250918 1294 ... 1271.7 1278.3 EC
64 EC2606 20250918 1473.7 ... 1456.6 1460.7 EC
65 EC2608 20250918 1635 ... 1615.3 1618.6 EC
68 SC_TAS2510 20250918 ... SC_TAS
69 SC_TAS2511 20250918 ... SC_TAS
70 SC_TAS2512 20250918 ... SC_TAS
71 SC_TAS2601 20250918 ... SC_TAS
[66 rows x 12 columns]
2025-09-25 18:25:30,901 - future_1d - INFO - ak.get_ine_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 a2511 20250918 3896.00 ... 3892.00 3914.00 A
1 a2601 20250918 3910.00 ... 3893.00 3919.00 A
2 a2603 20250918 3911.00 ... 3900.00 3924.00 A
3 a2605 20250918 3953.00 ... 3940.00 3964.00 A
4 a2607 20250918 3957.00 ... 3944.00 3970.00 A
5 a2609 20250918 3972.00 ... 3953.00 3976.00 A
6 b2510 20250918 3675.00 ... 3674.00 3689.00 B
7 b2511 20250918 3683.00 ... 3670.00 3705.00 B
8 b2512 20250918 3723.00 ... 3709.00 3748.00 B
9 b2601 20250918 3719.00 ... 3704.00 3741.00 B
10 b2602 20250918 3705.00 ... 3687.00 3725.00 B
11 b2603 20250918 3670.00 ... 3654.00 3682.00 B
12 b2604 20250918 3560.00 ... 3545.00 3577.00 B
13 b2605 20250918 3495.00 ... 3484.00 3508.00 B
14 b2606 20250918 3476.00 ... 3459.00 3482.00 B
15 b2607 20250918 3468.00 ... 3457.00 3484.00 B
16 b2608 20250918 3566.00 ... 3562.00 3582.00 B
17 b2609 20250918 3585.00 ... 3574.00 3591.00 B
18 bb2511 20250918 142.15 ... 142.20 142.30 BB
19 bb2601 20250918 146.85 ... 146.65 146.95 BB
20 bb2603 20250918 146.80 ... 146.85 146.90 BB
21 bb2605 20250918 0.00 ... 141.60 141.60 BB
22 bb2607 20250918 0.00 ... 146.40 146.40 BB
23 bb2609 20250918 0.00 ... 146.40 146.40 BB
24 bz2603 20250918 6059.00 ... 6021.00 6069.00 BZ
25 bz2604 20250918 6033.00 ... 5974.00 6046.00 BZ
26 bz2605 20250918 5981.00 ... 5981.00 6072.00 BZ
27 bz2606 20250918 5954.00 ... 5954.00 6008.00 BZ
28 bz2607 20250918 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250918 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250918 2165.00 ... 2170.00 2163.00 C
31 c2601 20250918 2157.00 ... 2162.00 2155.00 C
32 c2603 20250918 2167.00 ... 2171.00 2166.00 C
33 c2605 20250918 2225.00 ... 2229.00 2226.00 C
34 c2607 20250918 2239.00 ... 2241.00 2240.00 C
35 c2609 20250918 2253.00 ... 2254.00 2254.00 C
36 cs2511 20250918 2453.00 ... 2465.00 2448.00 CS
37 cs2601 20250918 2550.00 ... 2489.00 2471.00 CS
38 cs2603 20250918 2486.00 ... 2492.00 2479.00 CS
39 cs2605 20250918 2570.00 ... 2573.00 2562.00 CS
40 cs2607 20250918 2578.00 ... 2577.00 2567.00 CS
41 cs2609 20250918 2596.00 ... 2597.00 2585.00 CS
42 eb2509 20250918 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250918 7123.00 ... 7079.00 7159.00 EB
44 eb2511 20250918 7132.00 ... 7090.00 7176.00 EB
45 eb2512 20250918 7160.00 ... 7099.00 7182.00 EB
46 eb2601 20250918 7185.00 ... 7130.00 7200.00 EB
47 eb2602 20250918 7201.00 ... 7156.00 7220.00 EB
48 eb2603 20250918 7217.00 ... 7183.00 7240.00 EB
49 eb2604 20250918 7247.00 ... 7230.00 7273.00 EB
50 eb2605 20250918 7292.00 ... 7251.00 7288.00 EB
51 eb2606 20250918 7260.00 ... 7260.00 7297.00 EB
52 eb2607 20250918 7283.00 ... 7283.00 7314.00 EB
53 eb2608 20250918 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250918 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250918 4333.00 ... 4314.00 4312.00 EG
56 eg2511 20250918 4291.00 ... 4275.00 4280.00 EG
57 eg2512 20250918 4277.00 ... 4275.00 4273.00 EG
58 eg2601 20250918 4290.00 ... 4282.00 4289.00 EG
59 eg2602 20250918 4297.00 ... 4284.00 4295.00 EG
60 eg2603 20250918 4308.00 ... 4298.00 4298.00 EG
61 eg2604 20250918 4338.00 ... 4338.00 4340.00 EG
62 eg2605 20250918 4339.00 ... 4340.00 4340.00 EG
63 eg2606 20250918 4358.00 ... 4358.00 4348.00 EG
64 eg2607 20250918 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250918 0.00 ... 4399.00 4402.00 EG
66 fb2510 20250918 1262.50 ... 1259.50 1268.50 FB
67 fb2511 20250918 1251.00 ... 1252.00 1251.00 FB
68 fb2512 20250918 1261.00 ... 1256.00 1259.50 FB
69 fb2601 20250918 1255.50 ... 1252.00 1253.50 FB
70 fb2602 20250918 1250.00 ... 1250.50 1248.50 FB
71 fb2603 20250918 1251.50 ... 1246.00 1249.00 FB
72 fb2604 20250918 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250918 0.00 ... 1292.50 1301.50 FB
74 fb2606 20250918 0.00 ... 1322.50 1330.00 FB
75 fb2607 20250918 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250918 0.00 ... 1281.00 1285.00 FB
77 fb2609 20250918 0.00 ... 1296.00 1296.00 FB
78 i2510 20250918 822.50 ... 820.50 820.00 I
79 i2511 20250918 816.50 ... 814.50 815.50 I
80 i2512 20250918 813.00 ... 809.00 809.50 I
81 i2601 20250918 805.00 ... 801.00 801.00 I
82 i2602 20250918 798.50 ... 795.50 795.50 I
83 i2603 20250918 792.00 ... 790.50 790.00 I
84 i2604 20250918 789.50 ... 786.50 786.50 I
85 i2605 20250918 782.50 ... 780.00 780.00 I
86 i2606 20250918 777.50 ... 775.00 775.00 I
87 i2607 20250918 772.50 ... 770.50 770.50 I
88 i2608 20250918 768.00 ... 765.50 766.00 I
89 i2609 20250918 762.50 ... 761.00 760.50 I
90 j2510 20250918 1628.50 ... 1626.50 1628.50 J
91 j2511 20250918 1677.50 ... 1655.00 1655.50 J
92 j2512 20250918 1698.00 ... 1691.00 1691.00 J
93 j2601 20250918 1738.00 ... 1725.50 1728.00 J
94 j2602 20250918 0.00 ... 1754.00 1754.00 J
95 j2603 20250918 0.00 ... 1763.50 1763.50 J
96 j2604 20250918 0.00 ... 1814.00 1814.00 J
97 j2605 20250918 1870.00 ... 1853.50 1857.00 J
98 j2606 20250918 1878.00 ... 1879.50 1887.00 J
99 j2607 20250918 1880.50 ... 1878.50 1885.00 J
100 j2608 20250918 0.00 ... 1906.00 1906.00 J
101 j2609 20250918 1906.50 ... 1902.00 1895.00 J
102 jd2509 20250918 3201.00 ... 3193.00 3226.00 JD
103 jd2510 20250918 3044.00 ... 3041.00 3063.00 JD
104 jd2511 20250918 3110.00 ... 3119.00 3110.00 JD
105 jd2512 20250918 3210.00 ... 3242.00 3208.00 JD
106 jd2601 20250918 3373.00 ... 3396.00 3375.00 JD
107 jd2602 20250918 3114.00 ... 3131.00 3117.00 JD
108 jd2603 20250918 3128.00 ... 3148.00 3130.00 JD
109 jd2604 20250918 3310.00 ... 3318.00 3318.00 JD
110 jd2605 20250918 3428.00 ... 3432.00 3436.00 JD
111 jd2606 20250918 3240.00 ... 3245.00 3245.00 JD
112 jd2607 20250918 3479.00 ... 3484.00 3487.00 JD
113 jd2608 20250918 3916.00 ... 3916.00 3916.00 JD
114 jm2510 20250918 1043.00 ... 1034.00 1043.00 JM
115 jm2511 20250918 1094.50 ... 1082.00 1094.50 JM
116 jm2512 20250918 1164.00 ... 1148.50 1163.50 JM
117 jm2601 20250918 1230.00 ... 1215.50 1229.50 JM
118 jm2602 20250918 1258.00 ... 1237.00 1252.50 JM
119 jm2603 20250918 1271.50 ... 1258.50 1269.50 JM
120 jm2604 20250918 1291.50 ... 1281.00 1288.50 JM
121 jm2605 20250918 1304.00 ... 1302.50 1309.00 JM
122 jm2606 20250918 1323.50 ... 1316.00 1326.00 JM
123 jm2607 20250918 1340.00 ... 1326.00 1331.50 JM
124 jm2608 20250918 1346.50 ... 1339.00 1342.50 JM
125 jm2609 20250918 1363.50 ... 1360.50 1363.50 JM
126 l2510 20250918 7131.00 ... 7142.00 7165.00 L
127 l2511 20250918 7193.00 ... 7159.00 7195.00 L
128 l2512 20250918 7218.00 ... 7188.00 7225.00 L
129 l2601 20250918 7235.00 ... 7219.00 7249.00 L
130 l2602 20250918 7229.00 ... 7211.00 7241.00 L
131 l2603 20250918 7259.00 ... 7238.00 7257.00 L
132 l2604 20250918 7295.00 ... 7281.00 7290.00 L
133 l2605 20250918 7292.00 ... 7265.00 7290.00 L
134 l2606 20250918 7296.00 ... 7247.00 7280.00 L
135 l2607 20250918 7301.00 ... 7284.00 7302.00 L
136 l2608 20250918 7299.00 ... 7282.00 7310.00 L
137 l2609 20250918 7302.00 ... 7296.00 7311.00 L
138 lg2509 20250918 770.00 ... 770.00 770.00 LG
139 lg2511 20250918 809.00 ... 806.00 808.50 LG
140 lg2601 20250918 823.50 ... 819.50 822.50 LG
141 lg2603 20250918 825.50 ... 824.50 827.00 LG
142 lg2605 20250918 833.00 ... 828.50 831.50 LG
143 lg2607 20250918 832.00 ... 830.50 832.50 LG
144 lh2509 20250918 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250918 12900.00 ... 12885.00 13055.00 LH
146 lh2601 20250918 13350.00 ... 13395.00 13575.00 LH
147 lh2603 20250918 12985.00 ... 12915.00 13005.00 LH
148 lh2605 20250918 13530.00 ... 13460.00 13540.00 LH
149 lh2607 20250918 14285.00 ... 14215.00 14315.00 LH
150 m2511 20250918 2977.00 ... 2968.00 2980.00 M
151 m2512 20250918 3020.00 ... 3015.00 3031.00 M
152 m2601 20250918 3008.00 ... 3001.00 3019.00 M
153 m2603 20250918 2949.00 ... 2942.00 2960.00 M
154 m2605 20250918 2784.00 ... 2775.00 2790.00 M
155 m2607 20250918 2773.00 ... 2760.00 2774.00 M
156 m2608 20250918 2894.00 ... 2886.00 2901.00 M
157 m2609 20250918 2905.00 ... 2889.00 2904.00 M
158 p2510 20250918 9342.00 ... 9254.00 9408.00 P
159 p2511 20250918 9320.00 ... 9286.00 9416.00 P
160 p2512 20250918 9386.00 ... 9320.00 9464.00 P
161 p2601 20250918 9408.00 ... 9344.00 9494.00 P
162 p2602 20250918 9386.00 ... 9312.00 9464.00 P
163 p2603 20250918 9362.00 ... 9318.00 9416.00 P
164 p2604 20250918 9296.00 ... 9246.00 9340.00 P
165 p2605 20250918 9198.00 ... 9138.00 9258.00 P
166 p2606 20250918 9100.00 ... 9042.00 9140.00 P
167 p2607 20250918 8982.00 ... 8922.00 9060.00 P
168 p2608 20250918 8896.00 ... 8872.00 8988.00 P
169 p2609 20250918 8890.00 ... 8844.00 8922.00 P
170 pg2509 20250918 3805.00 ... 3805.00 3752.00 PG
171 pg2510 20250918 4498.00 ... 4466.00 4485.00 PG
172 pg2511 20250918 4436.00 ... 4400.00 4431.00 PG
173 pg2512 20250918 4370.00 ... 4336.00 4372.00 PG
174 pg2601 20250918 4305.00 ... 4270.00 4305.00 PG
175 pg2602 20250918 4240.00 ... 4209.00 4240.00 PG
176 pg2603 20250918 4148.00 ... 4123.00 4148.00 PG
177 pg2604 20250918 4471.00 ... 4451.00 4476.00 PG
178 pg2605 20250918 4383.00 ... 4379.00 4383.00 PG
179 pg2606 20250918 4300.00 ... 4297.00 4327.00 PG
180 pg2607 20250918 4255.00 ... 4247.00 4270.00 PG
181 pg2608 20250918 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250918 6885.00 ... 6862.00 6878.00 PP
183 pp2511 20250918 6909.00 ... 6886.00 6916.00 PP
184 pp2512 20250918 6951.00 ... 6921.00 6951.00 PP
185 pp2601 20250918 6983.00 ... 6955.00 6982.00 PP
186 pp2602 20250918 6962.00 ... 6930.00 6958.00 PP
187 pp2603 20250918 6969.00 ... 6953.00 6969.00 PP
188 pp2604 20250918 6986.00 ... 6961.00 6996.00 PP
189 pp2605 20250918 7019.00 ... 6993.00 7013.00 PP
190 pp2606 20250918 6981.00 ... 6951.00 6982.00 PP
191 pp2607 20250918 6953.00 ... 6941.00 6950.00 PP
192 pp2608 20250918 6954.00 ... 6950.00 6958.00 PP
193 pp2609 20250918 6974.00 ... 6966.00 6983.00 PP
194 rr2510 20250918 3596.00 ... 3603.00 3604.00 RR
195 rr2511 20250918 3605.00 ... 3605.00 3605.00 RR
196 rr2512 20250918 3597.00 ... 3597.00 3599.00 RR
197 rr2601 20250918 3616.00 ... 3617.00 3621.00 RR
198 rr2602 20250918 0.00 ... 3599.00 3599.00 RR
199 rr2603 20250918 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250918 0.00 ... 3611.00 3611.00 RR
201 rr2605 20250918 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250918 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250918 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250918 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250918 0.00 ... 3614.00 3614.00 RR
206 v2510 20250918 4844.00 ... 4828.00 4852.00 V
207 v2511 20250918 4887.00 ... 4848.00 4883.00 V
208 v2512 20250918 4924.00 ... 4895.00 4924.00 V
209 v2601 20250918 4975.00 ... 4939.00 4967.00 V
210 v2602 20250918 5027.00 ... 4973.00 5005.00 V
211 v2603 20250918 5041.00 ... 5003.00 5035.00 V
212 v2604 20250918 5231.00 ... 5206.00 5228.00 V
213 v2605 20250918 5279.00 ... 5241.00 5268.00 V
214 v2606 20250918 5301.00 ... 5269.00 5299.00 V
215 v2607 20250918 5320.00 ... 5301.00 5329.00 V
216 v2608 20250918 5359.00 ... 5337.00 5366.00 V
217 v2609 20250918 5393.00 ... 5370.00 5382.00 V
218 y2511 20250918 8368.00 ... 8308.00 8440.00 Y
219 y2512 20250918 8422.00 ... 8346.00 8476.00 Y
220 y2601 20250918 8352.00 ... 8306.00 8422.00 Y
221 y2603 20250918 8290.00 ... 8276.00 8350.00 Y
222 y2605 20250918 8090.00 ... 8052.00 8132.00 Y
223 y2607 20250918 8058.00 ... 7998.00 8088.00 Y
224 y2608 20250918 8086.00 ... 8016.00 8104.00 Y
225 y2609 20250918 8038.00 ... 7988.00 8080.00 Y
[226 rows x 12 columns]
2025-09-25 18:25:31,464 - future_1d - INFO - ak.get_dce_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 IC2509 20250918 7238.200 ... 7164.600 7244.200 IC
1 IC2510 20250918 7186.000 ... 7090.800 7186.400 IC
2 IC2512 20250918 7073.000 ... 6960.200 7068.600 IC
3 IC2603 20250918 6922.800 ... 6793.600 6904.600 IC
4 IF2509 20250918 4545.000 ... 4483.400 4548.400 IF
5 IF2510 20250918 4537.400 ... 4470.200 4538.200 IF
6 IF2512 20250918 4512.000 ... 4440.000 4514.600 IF
7 IF2603 20250918 4490.800 ... 4416.400 4488.200 IF
8 IH2509 20250918 2965.600 ... 2907.800 2953.600 IH
9 IH2510 20250918 2958.600 ... 2904.200 2952.000 IH
10 IH2512 20250918 2960.800 ... 2903.400 2952.800 IH
11 IH2603 20250918 2962.000 ... 2906.000 2956.200 IH
12 IM2509 20250918 7520.000 ... 7449.200 7544.200 IM
13 IM2510 20250918 7470.600 ... 7366.800 7477.800 IM
14 IM2512 20250918 7313.800 ... 7206.200 7324.000 IM
15 IM2603 20250918 7133.600 ... 7001.800 7119.600 IM
16 T2512 20250918 108.065 ... 108.065 108.135 T
17 T2603 20250918 107.780 ... 107.735 107.845 T
18 T2606 20250918 107.610 ... 107.565 107.670 T
19 TF2512 20250918 105.840 ... 105.815 105.870 TF
20 TF2603 20250918 105.715 ... 105.685 105.730 TF
21 TF2606 20250918 105.635 ... 105.590 105.645 TF
22 TL2512 20250918 115.700 ... 115.680 115.820 TL
23 TL2603 20250918 115.360 ... 115.360 115.490 TL
24 TL2606 20250918 115.240 ... 115.310 115.420 TL
25 TS2512 20250918 102.438 ... 102.414 102.450 TS
26 TS2603 20250918 102.352 ... 102.340 102.366 TS
27 TS2606 20250918 102.310 ... 102.302 102.324 TS
[28 rows x 12 columns]
2025-09-25 18:25:31,817 - future_1d - INFO - ak.get_cffex_daily('2025-09-18') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250918 8404.0 8455.0 ... 32883.69 8427.0 8408.0 AP
1 AP511 20250918 8216.0 8254.0 ... 2697.90 8227.0 8196.0 AP
2 AP512 20250918 8171.0 8238.0 ... 369.66 8215.0 8175.0 AP
3 AP601 20250918 8260.0 8324.0 ... 381468.68 8286.0 8252.0 AP
4 AP603 20250918 8086.0 8197.0 ... 450.19 8185.0 8151.0 AP
5 AP604 20250918 8107.0 8189.0 ... 106.28 8176.0 8144.0 AP
6 AP605 20250918 8206.0 8262.0 ... 2330.93 8237.0 8206.0 AP
7 CF511 20250918 13775.0 13790.0 ... 287741.64 13710.0 13780.0 CF
8 CF601 20250918 13900.0 13925.0 ... 1751429.51 13835.0 13915.0 CF
9 CF603 20250918 13850.0 13880.0 ... 1566.35 13800.0 13880.0 CF
10 CF605 20250918 13850.0 13885.0 ... 162867.13 13795.0 13875.0 CF
11 CF607 20250918 13890.0 13900.0 ... 1305.99 13820.0 13900.0 CF
12 CF609 20250918 14040.0 14045.0 ... 420.01 14000.0 14020.0 CF
13 CJ512 20250918 10805.0 10825.0 ... 4662.21 10670.0 10780.0 CJ
14 CJ601 20250918 10795.0 10845.0 ... 674660.94 10720.0 10800.0 CJ
15 CJ603 20250918 10855.0 10865.0 ... 15413.58 10735.0 10820.0 CJ
16 CJ605 20250918 10895.0 10955.0 ... 137640.13 10810.0 10915.0 CJ
17 CJ607 20250918 11050.0 11085.0 ... 5259.50 10935.0 11040.0 CJ
18 CJ609 20250918 11200.0 11210.0 ... 696.20 11050.0 11195.0 CJ
19 CY510 20250918 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250918 19995.0 20005.0 ... 109011.48 19880.0 19975.0 CY
21 CY512 20250918 0.0 0.0 ... 0.00 19710.0 19720.0 CY
22 CY601 20250918 19850.0 19980.0 ... 3418.93 19875.0 19970.0 CY
23 CY602 20250918 19810.0 19810.0 ... 9.91 19810.0 20090.0 CY
24 CY603 20250918 0.0 0.0 ... 0.00 20170.0 20170.0 CY
25 CY604 20250918 0.0 0.0 ... 0.00 19995.0 20030.0 CY
26 CY605 20250918 0.0 0.0 ... 0.00 20025.0 20135.0 CY
27 CY606 20250918 0.0 0.0 ... 0.00 19990.0 20010.0 CY
28 CY607 20250918 0.0 0.0 ... 0.00 20290.0 20300.0 CY
29 CY608 20250918 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250918 0.0 0.0 ... 0.00 20305.0 20365.0 CY
31 FG510 20250918 1100.0 1110.0 ... 10745.50 1096.0 1109.0 FG
32 FG511 20250918 1108.0 1113.0 ... 156092.29 1095.0 1112.0 FG
33 FG512 20250918 1226.0 1236.0 ... 89127.26 1215.0 1233.0 FG
34 FG601 20250918 1232.0 1238.0 ... 4233727.55 1219.0 1235.0 FG
35 FG602 20250918 1287.0 1290.0 ... 39262.30 1271.0 1283.0 FG
36 FG603 20250918 1289.0 1293.0 ... 2328.38 1277.0 1287.0 FG
37 FG604 20250918 1341.0 1345.0 ... 1174.93 1332.0 1340.0 FG
38 FG605 20250918 1337.0 1347.0 ... 115814.20 1333.0 1339.0 FG
39 FG606 20250918 1372.0 1373.0 ... 1035.67 1363.0 1367.0 FG
40 FG607 20250918 1365.0 1368.0 ... 1986.01 1358.0 1361.0 FG
41 FG608 20250918 1397.0 1397.0 ... 1471.15 1388.0 1387.0 FG
42 FG609 20250918 1394.0 1398.0 ... 3834.29 1390.0 1391.0 FG
43 JR511 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250918 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250918 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250918 2285.0 2288.0 ... 6458.23 2266.0 2290.0 MA
52 MA511 20250918 2309.0 2312.0 ... 146848.25 2291.0 2315.0 MA
53 MA512 20250918 2354.0 2354.0 ... 97591.61 2334.0 2356.0 MA
54 MA601 20250918 2376.0 2376.0 ... 1402531.94 2356.0 2380.0 MA
55 MA602 20250918 2397.0 2398.0 ... 38398.34 2377.0 2401.0 MA
56 MA603 20250918 2409.0 2409.0 ... 825.11 2392.0 2416.0 MA
57 MA604 20250918 2408.0 2411.0 ... 24.06 2406.0 2416.0 MA
58 MA605 20250918 2396.0 2399.0 ... 97740.83 2389.0 2401.0 MA
59 MA606 20250918 2400.0 2402.0 ... 28.75 2396.0 2407.0 MA
60 MA607 20250918 2381.0 2384.0 ... 30.93 2379.0 2389.0 MA
61 MA608 20250918 2386.0 2386.0 ... 2.39 2386.0 2383.0 MA
62 MA609 20250918 2373.0 2373.0 ... 2916.26 2367.0 2372.0 MA
63 OI511 20250918 10155.0 10176.0 ... 546559.31 10129.0 10217.0 OI
64 OI601 20250918 9991.0 10010.0 ... 2660233.71 9966.0 10055.0 OI
65 OI603 20250918 9756.0 9771.0 ... 3058.76 9741.0 9801.0 OI
66 OI605 20250918 9533.0 9541.0 ... 138039.59 9501.0 9572.0 OI
67 OI607 20250918 9470.0 9512.0 ... 937.47 9469.0 9517.0 OI
68 OI609 20250918 9457.0 9483.0 ... 1039.02 9446.0 9481.0 OI
69 PF510 20250918 6414.0 6452.0 ... 12767.35 6404.0 6392.0 PF
70 PF511 20250918 6406.0 6452.0 ... 884407.61 6406.0 6382.0 PF
71 PF512 20250918 6388.0 6426.0 ... 496371.15 6378.0 6362.0 PF
72 PF601 20250918 6418.0 6462.0 ... 59587.85 6420.0 6408.0 PF
73 PF602 20250918 6432.0 6466.0 ... 106013.77 6414.0 6410.0 PF
74 PF603 20250918 6428.0 6478.0 ... 209.81 6456.0 6412.0 PF
75 PF604 20250918 6464.0 6500.0 ... 188.24 6492.0 6438.0 PF
76 PF605 20250918 6486.0 6530.0 ... 143.14 6506.0 6470.0 PF
77 PF606 20250918 6502.0 6542.0 ... 29.32 6516.0 6480.0 PF
78 PF607 20250918 6522.0 6564.0 ... 26.17 6542.0 6504.0 PF
79 PF608 20250918 6576.0 6576.0 ... 13.13 6566.0 6524.0 PF
80 PF609 20250918 6560.0 6560.0 ... 6.55 6554.0 6580.0 PF
81 PK510 20250918 7818.0 7862.0 ... 6038.10 7842.0 7818.0 PK
82 PK511 20250918 7822.0 7872.0 ... 376133.40 7844.0 7810.0 PK
83 PK512 20250918 7842.0 7872.0 ... 127558.71 7846.0 7824.0 PK
84 PK601 20250918 7826.0 7844.0 ... 30568.69 7834.0 7830.0 PK
85 PK603 20250918 7850.0 7858.0 ... 74.61 7854.0 7850.0 PK
86 PK604 20250918 7868.0 7870.0 ... 23.59 7864.0 7862.0 PK
87 PK605 20250918 7864.0 7878.0 ... 2660.28 7872.0 7870.0 PK
88 PL601 20250918 6466.0 6474.0 ... 67376.72 6443.0 6449.0 PL
89 PL602 20250918 6480.0 6501.0 ... 1967.11 6471.0 6477.0 PL
90 PL603 20250918 6495.0 6515.0 ... 39.01 6502.0 6499.0 PL
91 PL604 20250918 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250918 0.0 0.0 ... 0.00 6419.0 6428.0 PL
93 PL606 20250918 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250918 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250918 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250918 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250918 5880.0 5912.0 ... 2120.51 5866.0 5870.0 PR
104 PR511 20250918 5860.0 5906.0 ... 815102.13 5878.0 5856.0 PR
105 PR512 20250918 5874.0 5908.0 ... 723632.37 5884.0 5858.0 PR
106 PR601 20250918 5862.0 5904.0 ... 112287.43 5866.0 5856.0 PR
107 PR602 20250918 5896.0 5928.0 ... 4506.64 5892.0 5886.0 PR
108 PR603 20250918 5916.0 5930.0 ... 292.30 5906.0 5906.0 PR
109 PR604 20250918 5928.0 5928.0 ... 17.77 5924.0 5930.0 PR
110 PR605 20250918 5960.0 5978.0 ... 35.75 5960.0 5924.0 PR
111 PR606 20250918 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250918 0.0 0.0 ... 0.00 5952.0 5962.0 PR
113 PR608 20250918 0.0 0.0 ... 0.00 5958.0 5966.0 PR
114 PR609 20250918 0.0 0.0 ... 0.00 5932.0 5932.0 PR
115 PX510 20250918 6788.0 6874.0 ... 1735.79 6754.0 6796.0 PX
116 PX511 20250918 6770.0 6850.0 ... 907304.33 6764.0 6782.0 PX
117 PX512 20250918 6750.0 6824.0 ... 315247.99 6748.0 6760.0 PX
118 PX601 20250918 6738.0 6798.0 ... 203714.10 6728.0 6732.0 PX
119 PX602 20250918 6724.0 6790.0 ... 22280.11 6720.0 6722.0 PX
120 PX603 20250918 6732.0 6732.0 ... 6.72 6718.0 6742.0 PX
121 PX604 20250918 6716.0 6720.0 ... 6.72 6718.0 6742.0 PX
122 PX605 20250918 6728.0 6780.0 ... 1110.31 6710.0 6728.0 PX
123 PX606 20250918 0.0 0.0 ... 0.00 6686.0 6718.0 PX
124 PX607 20250918 6736.0 6814.0 ... 87.54 6734.0 6736.0 PX
125 PX608 20250918 6694.0 6694.0 ... 3.35 6694.0 6748.0 PX
126 PX609 20250918 6770.0 6770.0 ... 16.81 6724.0 6750.0 PX
127 RI511 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250918 2490.0 2522.0 ... 29211.27 2500.0 2499.0 RM
134 RM601 20250918 2462.0 2487.0 ... 751591.08 2469.0 2485.0 RM
135 RM603 20250918 2384.0 2394.0 ... 16015.45 2378.0 2392.0 RM
136 RM605 20250918 2364.0 2374.0 ... 106627.58 2362.0 2377.0 RM
137 RM607 20250918 2354.0 2364.0 ... 7553.95 2353.0 2375.0 RM
138 RM608 20250918 2463.0 2463.0 ... 203.96 2457.0 2472.0 RM
139 RM609 20250918 2443.0 2449.0 ... 1717.99 2440.0 2466.0 RM
140 RS511 20250918 5280.0 5299.0 ... 58.03 5276.0 5295.0 RS
141 RS607 20250918 5563.0 5563.0 ... 22.23 5558.0 5548.0 RS
142 RS608 20250918 5539.0 5572.0 ... 77.81 5558.0 5560.0 RS
143 RS609 20250918 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250918 1252.0 1253.0 ... 13273.58 1227.0 1246.0 SA
145 SA511 20250918 1254.0 1265.0 ... 631576.40 1239.0 1258.0 SA
146 SA512 20250918 1322.0 1330.0 ... 256567.90 1303.0 1321.0 SA
147 SA601 20250918 1334.0 1342.0 ... 3940997.80 1317.0 1333.0 SA
148 SA602 20250918 1367.0 1372.0 ... 355908.90 1351.0 1362.0 SA
149 SA603 20250918 1370.0 1378.0 ... 5880.17 1352.0 1370.0 SA
150 SA604 20250918 1414.0 1417.0 ... 1771.09 1397.0 1411.0 SA
151 SA605 20250918 1414.0 1424.0 ... 125919.59 1405.0 1415.0 SA
152 SA606 20250918 1431.0 1433.0 ... 1787.90 1414.0 1425.0 SA
153 SA607 20250918 1428.0 1432.0 ... 3379.94 1415.0 1424.0 SA
154 SA608 20250918 1451.0 1451.0 ... 2731.40 1438.0 1443.0 SA
155 SA609 20250918 1451.0 1457.0 ... 4601.14 1446.0 1448.0 SA
156 SF510 20250918 5564.0 5660.0 ... 11038.72 5602.0 5544.0 SF
157 SF511 20250918 5746.0 5856.0 ... 924236.30 5780.0 5726.0 SF
158 SF512 20250918 5720.0 5828.0 ... 170068.38 5752.0 5700.0 SF
159 SF601 20250918 5720.0 5824.0 ... 312152.99 5760.0 5704.0 SF
160 SF602 20250918 5688.0 5782.0 ... 52658.98 5714.0 5666.0 SF
161 SF603 20250918 5848.0 5890.0 ... 134.95 5868.0 5842.0 SF
162 SF604 20250918 5920.0 5920.0 ... 8.84 5892.0 5856.0 SF
163 SF605 20250918 5840.0 5924.0 ... 5530.89 5860.0 5810.0 SF
164 SF606 20250918 5800.0 5882.0 ... 43.76 5834.0 5758.0 SF
165 SF607 20250918 5926.0 6020.0 ... 107.37 5966.0 5948.0 SF
166 SF608 20250918 5952.0 5978.0 ... 32.75 5954.0 5902.0 SF
167 SF609 20250918 5938.0 5988.0 ... 50.61 5954.0 5884.0 SF
168 SH510 20250918 2500.0 2534.0 ... 55450.55 2503.0 2511.0 SH
169 SH511 20250918 2531.0 2568.0 ... 693793.25 2538.0 2538.0 SH
170 SH512 20250918 2603.0 2621.0 ... 284811.14 2596.0 2589.0 SH
171 SH601 20250918 2610.0 2622.0 ... 3451150.83 2600.0 2593.0 SH
172 SH602 20250918 2620.0 2641.0 ... 96292.71 2623.0 2612.0 SH
173 SH603 20250918 2645.0 2657.0 ... 4184.45 2637.0 2631.0 SH
174 SH604 20250918 2683.0 2700.0 ... 273.99 2686.0 2671.0 SH
175 SH605 20250918 2695.0 2708.0 ... 18960.10 2689.0 2683.0 SH
176 SH606 20250918 2712.0 2718.0 ... 97.40 2705.0 2698.0 SH
177 SH607 20250918 2701.0 2709.0 ... 88.68 2687.0 2690.0 SH
178 SH608 20250918 2690.0 2690.0 ... 16.11 2686.0 2689.0 SH
179 SH609 20250918 2716.0 2724.0 ... 308.92 2710.0 2703.0 SH
180 SM510 20250918 5840.0 5930.0 ... 11614.66 5870.0 5848.0 SM
181 SM511 20250918 5936.0 5998.0 ... 656579.46 5946.0 5936.0 SM
182 SM512 20250918 5952.0 6008.0 ... 141399.49 5954.0 5940.0 SM
183 SM601 20250918 5970.0 6026.0 ... 735194.69 5976.0 5956.0 SM
184 SM602 20250918 5996.0 6028.0 ... 456433.58 5974.0 5964.0 SM
185 SM603 20250918 5964.0 6036.0 ... 437.46 5994.0 5978.0 SM
186 SM604 20250918 5990.0 5990.0 ... 3.00 5990.0 5986.0 SM
187 SM605 20250918 6004.0 6062.0 ... 9724.06 6010.0 5984.0 SM
188 SM606 20250918 6052.0 6052.0 ... 12.04 6020.0 6006.0 SM
189 SM607 20250918 6074.0 6076.0 ... 39.28 6042.0 6006.0 SM
190 SM608 20250918 6040.0 6052.0 ... 9.07 6048.0 6040.0 SM
191 SM609 20250918 6026.0 6088.0 ... 473.91 6038.0 6030.0 SM
192 SR511 20250918 5535.0 5546.0 ... 167263.30 5508.0 5537.0 SR
193 SR601 20250918 5526.0 5536.0 ... 1733746.50 5496.0 5538.0 SR
194 SR603 20250918 5515.0 5524.0 ... 6147.21 5484.0 5523.0 SR
195 SR605 20250918 5507.0 5517.0 ... 186984.65 5472.0 5514.0 SR
196 SR607 20250918 5508.0 5515.0 ... 9120.03 5481.0 5514.0 SR
197 SR609 20250918 5510.0 5523.0 ... 3975.11 5490.0 5524.0 SR
198 TA510 20250918 4674.0 4718.0 ... 25888.62 4674.0 4670.0 TA
199 TA511 20250918 4684.0 4734.0 ... 432739.31 4690.0 4682.0 TA
200 TA512 20250918 4702.0 4746.0 ... 212817.89 4706.0 4694.0 TA
201 TA601 20250918 4704.0 4748.0 ... 2019674.44 4708.0 4698.0 TA
202 TA602 20250918 4710.0 4756.0 ... 30094.94 4712.0 4710.0 TA
203 TA603 20250918 4736.0 4748.0 ... 21.32 4738.0 4714.0 TA
204 TA604 20250918 4744.0 4744.0 ... 52.17 4744.0 4720.0 TA
205 TA605 20250918 4740.0 4780.0 ... 62364.73 4740.0 4740.0 TA
206 TA606 20250918 4730.0 4730.0 ... 2.37 4730.0 4752.0 TA
207 TA607 20250918 4766.0 4770.0 ... 11.90 4760.0 4762.0 TA
208 TA608 20250918 0.0 0.0 ... 0.00 4746.0 4770.0 TA
209 TA609 20250918 4778.0 4810.0 ... 88.05 4760.0 4776.0 TA
210 UR510 20250918 1587.0 1588.0 ... 3670.35 1577.0 1593.0 UR
211 UR511 20250918 1660.0 1664.0 ... 52101.60 1653.0 1665.0 UR
212 UR512 20250918 1674.0 1674.0 ... 14111.41 1664.0 1675.0 UR
213 UR601 20250918 1681.0 1681.0 ... 381294.71 1671.0 1681.0 UR
214 UR602 20250918 1677.0 1683.0 ... 821.81 1677.0 1685.0 UR
215 UR603 20250918 1725.0 1729.0 ... 110.19 1722.0 1732.0 UR
216 UR604 20250918 1727.0 1730.0 ... 75.89 1725.0 1738.0 UR
217 UR605 20250918 1736.0 1736.0 ... 22637.52 1726.0 1734.0 UR
218 UR606 20250918 1729.0 1730.0 ... 306.80 1724.0 1734.0 UR
219 UR607 20250918 1756.0 1760.0 ... 207.29 1757.0 1761.0 UR
220 UR608 20250918 1749.0 1753.0 ... 97.96 1749.0 1758.0 UR
221 UR609 20250918 1754.0 1755.0 ... 268.94 1746.0 1755.0 UR
222 WH511 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 18:25:32,178 - future_1d - INFO - ak.get_czce_daily('2025-09-18') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250918 ... 79800 80720 CU
1 1 CU2511 20250918 ... 79780 80750 CU
2 2 CU2512 20250918 ... 79760 80730 CU
3 3 CU2601 20250918 ... 79800 80730 CU
4 4 CU2602 20250918 ... 79780 80720 CU
5 5 CU2603 20250918 ... 79840 80730 CU
6 6 CU2604 20250918 ... 79790 80700 CU
7 7 CU2605 20250918 ... 79820 80830 CU
8 8 CU2606 20250918 ... 79780 80700 CU
9 9 CU2607 20250918 ... 79720 80680 CU
10 10 CU2608 20250918 ... 79790 80600 CU
11 11 CU2609 20250918 ... 79830 80650 CU
12 12 BC2510 20250918 ... 70760 71650 BC
13 13 BC2511 20250918 ... 70820 71640 BC
14 14 BC2512 20250918 ... 71670 71670 BC
15 15 BC2601 20250918 ... 71000 72000 BC
16 16 BC2602 20250918 ... 71100 71650 BC
17 17 BC2603 20250918 ... 71200 71950 BC
18 18 BC2604 20250918 ... 71300 71550 BC
19 19 BC2605 20250918 ... 71300 71550 BC
20 20 BC2606 20250918 ... 71400 71500 BC
21 21 BC2607 20250918 ... 71400 71560 BC
22 22 BC2608 20250918 ... 71400 71550 BC
23 23 BC2609 20250918 ... 71550 71550 BC
24 24 AL2510 20250918 ... 20775 20965 AL
25 25 AL2511 20250918 ... 20795 20980 AL
26 26 AL2512 20250918 ... 20790 20965 AL
27 27 AL2601 20250918 ... 20790 20940 AL
28 28 AL2602 20250918 ... 20790 20930 AL
29 29 AL2603 20250918 ... 20810 20935 AL
30 30 AL2604 20250918 ... 20820 20955 AL
31 31 AL2605 20250918 ... 20825 20965 AL
32 32 AL2606 20250918 ... 20845 20960 AL
33 33 AL2607 20250918 ... 20825 20950 AL
34 34 AL2608 20250918 ... 20830 20960 AL
35 35 AL2609 20250918 ... 20835 21010 AL
36 36 ZN2510 20250918 ... 22075 22280 ZN
37 37 ZN2511 20250918 ... 22085 22285 ZN
38 38 ZN2512 20250918 ... 22115 22300 ZN
39 39 ZN2601 20250918 ... 22150 22330 ZN
40 40 ZN2602 20250918 ... 22180 22370 ZN
41 41 ZN2603 20250918 ... 22175 22360 ZN
42 42 ZN2604 20250918 ... 22225 22410 ZN
43 43 ZN2605 20250918 ... 22260 22410 ZN
44 44 ZN2606 20250918 ... 22265 22445 ZN
45 45 ZN2607 20250918 ... 22275 22465 ZN
46 46 ZN2608 20250918 ... 22295 22460 ZN
47 47 ZN2609 20250918 ... 22335 22475 ZN
48 48 PB2510 20250918 ... 17110 17080 PB
49 49 PB2511 20250918 ... 17130 17095 PB
50 50 PB2512 20250918 ... 17135 17105 PB
51 51 PB2601 20250918 ... 17135 17115 PB
52 52 PB2602 20250918 ... 17175 17125 PB
53 53 PB2603 20250918 ... 17190 17190 PB
54 54 PB2604 20250918 ... 17195 17195 PB
55 55 PB2605 20250918 ... 17180 17170 PB
56 56 PB2606 20250918 ... 17145 17145 PB
57 57 PB2607 20250918 ... 17185 17150 PB
58 58 PB2608 20250918 ... 17190 17220 PB
59 59 PB2609 20250918 ... 17220 17220 PB
60 60 NI2510 20250918 ... 121570 122030 NI
61 61 NI2511 20250918 ... 121700 122160 NI
62 62 NI2512 20250918 ... 121890 122290 NI
63 63 NI2601 20250918 ... 122100 122520 NI
64 64 NI2602 20250918 ... 122330 122720 NI
65 65 NI2603 20250918 ... 122460 122830 NI
66 66 NI2604 20250918 ... 122640 122970 NI
67 67 NI2605 20250918 ... 122910 123320 NI
68 68 NI2606 20250918 ... 123030 123320 NI
69 69 NI2607 20250918 ... 123210 123610 NI
70 70 NI2608 20250918 ... 123600 124070 NI
71 71 NI2609 20250918 ... 123850 124300 NI
72 72 SN2510 20250918 ... 270240 273090 SN
73 73 SN2511 20250918 ... 270460 273310 SN
74 74 SN2512 20250918 ... 270420 273260 SN
75 75 SN2601 20250918 ... 270430 272970 SN
76 76 SN2602 20250918 ... 270580 273360 SN
77 77 SN2603 20250918 ... 270650 272790 SN
78 78 SN2604 20250918 ... 271420 274190 SN
79 79 SN2605 20250918 ... 270780 273160 SN
80 80 SN2606 20250918 ... 271460 272960 SN
81 81 SN2607 20250918 ... 272240 273500 SN
82 82 SN2608 20250918 ... 272130 273820 SN
83 83 SN2609 20250918 ... 271810 274140 SN
84 84 AO2510 20250918 ... 2923 2917 AO
85 85 AO2511 20250918 ... 2927 2920 AO
86 86 AO2512 20250918 ... 2935 2934 AO
87 87 AO2601 20250918 ... 2948 2941 AO
88 88 AO2602 20250918 ... 2949 2947 AO
89 89 AO2603 20250918 ... 3019 3018 AO
90 90 AO2604 20250918 ... 3025 3022 AO
91 91 AO2605 20250918 ... 3032 3027 AO
92 92 AO2606 20250918 ... 3036 3035 AO
93 93 AO2607 20250918 ... 3043 3050 AO
94 94 AO2608 20250918 ... 3059 3051 AO
95 95 AO2609 20250918 ... 3081 3069 AO
96 96 AD2511 20250918 ... 20325 20480 AD
97 97 AD2512 20250918 ... 20355 20515 AD
98 98 AD2601 20250918 ... 20345 20540 AD
99 99 AD2602 20250918 ... 20365 20540 AD
100 100 AD2603 20250918 ... 20500 20500 AD
101 101 AD2604 20250918 ... 20485 20485 AD
102 102 AD2605 20250918 ... 20355 20520 AD
103 103 AD2606 20250918 ... 20305 20455 AD
104 104 AD2607 20250918 ... 20510 20510 AD
105 105 AD2608 20250918 ... 20515 20515 AD
106 106 AD2609 20250918 ... 20515 20515 AD
107 107 AU2510 20250918 ... 831.8 839 AU
108 108 AU2511 20250918 ... 832.92 839.9 AU
109 109 AU2512 20250918 ... 833.96 841.3 AU
110 110 AU2602 20250918 ... 836.52 843.8 AU
111 111 AU2604 20250918 ... 838.64 846.48 AU
112 112 AU2606 20250918 ... 840.78 848.26 AU
113 113 AU2608 20250918 ... 843.44 850.82 AU
114 114 AU2610 20250918 ... 846.74 853.12 AU
115 115 AG2510 20250918 ... 9882 10014 AG
116 116 AG2511 20250918 ... 9884 10025 AG
117 117 AG2512 20250918 ... 9908 10030 AG
118 118 AG2601 20250918 ... 9921 10048 AG
119 119 AG2602 20250918 ... 9934 10059 AG
120 120 AG2603 20250918 ... 9939 10069 AG
121 121 AG2604 20250918 ... 9961 10087 AG
122 122 AG2605 20250918 ... 9971 10088 AG
123 123 AG2606 20250918 ... 9976 10098 AG
124 124 AG2607 20250918 ... 10001 10116 AG
125 125 AG2608 20250918 ... 10003 10136 AG
126 126 AG2609 20250918 ... 10025 10132 AG
127 127 RB2510 20250918 ... 3057 3061 RB
128 128 RB2511 20250918 ... 3075 3080 RB
129 129 RB2512 20250918 ... 3131 3133 RB
130 130 RB2601 20250918 ... 3149 3155 RB
131 131 RB2602 20250918 ... 3155 3157 RB
132 132 RB2603 20250918 ... 3179 3180 RB
133 133 RB2604 20250918 ... 3217 3206 RB
134 134 RB2605 20250918 ... 3208 3226 RB
135 135 RB2606 20250918 ... 3227 3241 RB
136 136 RB2607 20250918 ... 3240 3258 RB
137 137 RB2608 20250918 ... 3238 3258 RB
138 138 RB2609 20250918 ... 3242 3270 RB
139 139 WR2510 20250918 ... 3279 3288 WR
140 140 WR2511 20250918 ... 3302 3302 WR
141 141 WR2512 20250918 ... 3324 3324 WR
142 142 WR2601 20250918 ... 3349 3349 WR
143 143 WR2602 20250918 ... 3358 3358 WR
144 144 WR2603 20250918 ... 3395 3395 WR
145 145 WR2604 20250918 ... 3389 3389 WR
146 146 WR2605 20250918 ... 3414 3414 WR
147 147 WR2606 20250918 ... 3372 3372 WR
148 148 WR2607 20250918 ... 3390 3390 WR
149 149 WR2608 20250918 ... 3399 3399 WR
150 150 WR2609 20250918 ... 3553 3558 WR
151 151 HC2510 20250918 ... 3403 3413 HC
152 152 HC2511 20250918 ... 3390 3401 HC
153 153 HC2512 20250918 ... 3383 3391 HC
154 154 HC2601 20250918 ... 3368 3384 HC
155 155 HC2602 20250918 ... 3374 3390 HC
156 156 HC2603 20250918 ... 3370 3385 HC
157 157 HC2604 20250918 ... 3373 3388 HC
158 158 HC2605 20250918 ... 3377 3395 HC
159 159 HC2606 20250918 ... 3395 3394 HC
160 160 HC2607 20250918 ... 3402 3407 HC
161 161 HC2608 20250918 ... 3385 3410 HC
162 162 HC2609 20250918 ... 3407 3412 HC
163 163 SS2510 20250918 ... 12790 12825 SS
164 164 SS2511 20250918 ... 12910 12935 SS
165 165 SS2512 20250918 ... 12950 12980 SS
166 166 SS2601 20250918 ... 13020 13055 SS
167 167 SS2602 20250918 ... 13095 13115 SS
168 168 SS2603 20250918 ... 13145 13165 SS
169 169 SS2604 20250918 ... 13205 13245 SS
170 170 SS2605 20250918 ... 13280 13320 SS
171 171 SS2606 20250918 ... 13315 13350 SS
172 172 SS2607 20250918 ... 13350 13405 SS
173 173 SS2608 20250918 ... 13415 13445 SS
174 174 SS2609 20250918 ... 13495 13515 SS
175 175 SC2510 20250918 ... 495.5 498.4 SC
176 176 SC2511 20250918 ... 496.3 499.8 SC
177 177 SC2512 20250918 ... 493.5 496.8 SC
178 178 SC2601 20250918 ... 491.9 494.7 SC
179 179 SC2602 20250918 ... 490.4 492.1 SC
180 180 SC2603 20250918 ... 489.8 491.8 SC
181 181 SC2604 20250918 ... 488 490.3 SC
182 182 SC2605 20250918 ... 487.2 490.5 SC
183 183 SC2606 20250918 ... 487 489.4 SC
184 184 SC2607 20250918 ... 485.2 488.3 SC
185 185 SC2608 20250918 ... 483.9 487.5 SC
186 186 SC2609 20250918 ... 483.8 484 SC
187 187 SC2612 20250918 ... 482.5 481 SC
188 188 SC2703 20250918 ... 475.1 475.1 SC
189 189 SC2706 20250918 ... 476.8 476.8 SC
190 190 SC2709 20250918 ... 473.2 473.2 SC
191 191 SC2712 20250918 ... 474.1 473.7 SC
192 192 SC2803 20250918 ... 471.2 473.6 SC
193 193 SC2806 20250918 ... 472.5 473 SC
194 194 SC2809 20250918 ... 465.7 469 SC
195 195 LU2510 20250918 ... 3418 3422 LU
196 196 LU2511 20250918 ... 3428 3447 LU
197 197 LU2512 20250918 ... 3410 3429 LU
198 198 LU2601 20250918 ... 3403 3421 LU
199 199 LU2602 20250918 ... 3389 3410 LU
200 200 LU2603 20250918 ... 3378 3387 LU
201 201 LU2604 20250918 ... 3365 3389 LU
202 202 LU2605 20250918 ... 3374 3388 LU
203 203 LU2606 20250918 ... 3360 3399 LU
204 204 LU2607 20250918 ... 3358 3379 LU
205 205 LU2608 20250918 ... 3346 3378 LU
206 206 LU2609 20250918 ... 3325 3360 LU
207 207 FU2510 20250918 ... 2811 2857 FU
208 208 FU2511 20250918 ... 2834 2863 FU
209 209 FU2512 20250918 ... 2821 2847 FU
210 210 FU2601 20250918 ... 2807 2833 FU
211 211 FU2602 20250918 ... 2788 2812 FU
212 212 FU2603 20250918 ... 2779 2803 FU
213 213 FU2604 20250918 ... 2773 2796 FU
214 214 FU2605 20250918 ... 2763 2785 FU
215 215 FU2606 20250918 ... 2749 2774 FU
216 216 FU2607 20250918 ... 2738 2754 FU
217 217 FU2608 20250918 ... 2727 2746 FU
218 218 FU2609 20250918 ... 2707 2723 FU
219 219 BU2510 20250918 ... 3443 3448 BU
220 220 BU2511 20250918 ... 3436 3439 BU
221 221 BU2512 20250918 ... 3393 3401 BU
222 222 BU2601 20250918 ... 3375 3382 BU
223 223 BU2602 20250918 ... 3377 3380 BU
224 224 BU2603 20250918 ... 3382 3383 BU
225 225 BU2604 20250918 ... 3367 3375 BU
226 226 BU2605 20250918 ... 3375 3374 BU
227 227 BU2606 20250918 ... 3371 3374 BU
228 228 BU2607 20250918 ... 3348 3363 BU
229 229 BU2608 20250918 ... 3369 3367 BU
230 230 BU2609 20250918 ... 3356 3357 BU
231 231 BU2612 20250918 ... 3314 3321 BU
232 232 BU2703 20250918 ... 3322 3325 BU
233 233 BU2706 20250918 ... 3331 3325 BU
234 234 BU2709 20250918 ... 3314 3314 BU
235 235 BR2510 20250918 ... 11510 11665 BR
236 236 BR2511 20250918 ... 11455 11620 BR
237 237 BR2512 20250918 ... 11450 11620 BR
238 238 BR2601 20250918 ... 11470 11625 BR
239 239 BR2602 20250918 ... 11460 11605 BR
240 240 BR2603 20250918 ... 11490 11640 BR
241 241 BR2604 20250918 ... 11560 11670 BR
242 242 BR2605 20250918 ... 11500 11635 BR
243 243 BR2606 20250918 ... 11635 11775 BR
244 244 BR2607 20250918 ... 11715 11880 BR
245 245 BR2608 20250918 ... 11780 11855 BR
246 246 BR2609 20250918 ... 11675 11780 BR
247 247 RU2510 20250918 ... 14740 15015 RU
248 248 RU2511 20250918 ... 14700 14960 RU
249 249 RU2601 20250918 ... 15630 15900 RU
250 250 RU2603 20250918 ... 15705 15860 RU
251 251 RU2604 20250918 ... 15650 15830 RU
252 252 RU2605 20250918 ... 15610 15885 RU
253 253 RU2606 20250918 ... 15670 15875 RU
254 254 RU2607 20250918 ... 15780 15960 RU
255 255 RU2608 20250918 ... 15660 15965 RU
256 256 RU2609 20250918 ... 15665 15975 RU
257 257 NR2510 20250918 ... 12305 12570 NR
258 258 NR2511 20250918 ... 12330 12595 NR
259 259 NR2512 20250918 ... 12355 12630 NR
260 260 NR2601 20250918 ... 12400 12660 NR
261 261 NR2602 20250918 ... 12455 12650 NR
262 262 NR2603 20250918 ... 12435 12635 NR
263 263 NR2604 20250918 ... 12405 12665 NR
264 264 NR2605 20250918 ... 12455 12670 NR
265 265 NR2606 20250918 ... 12440 12635 NR
266 266 NR2607 20250918 ... 12655 12655 NR
267 267 NR2608 20250918 ... 12685 12685 NR
268 268 NR2609 20250918 ... 12510 12685 NR
269 269 SP2510 20250918 ... 4986 5030 SP
270 270 SP2511 20250918 ... 5008 5054 SP
271 271 SP2512 20250918 ... 5026 5068 SP
272 272 SP2601 20250918 ... 5318 5344 SP
273 273 SP2602 20250918 ... 5316 5328 SP
274 274 SP2603 20250918 ... 5328 5342 SP
275 275 SP2604 20250918 ... 5318 5346 SP
276 276 SP2605 20250918 ... 5336 5356 SP
277 277 SP2606 20250918 ... 5342 5362 SP
278 278 SP2607 20250918 ... 5346 5366 SP
279 279 SP2608 20250918 ... 5338 5372 SP
280 280 SP2609 20250918 ... 5352 5368 SP
281 281 OP2601 20250918 ... 4232 4258 OP
282 282 OP2602 20250918 ... 4234 4256 OP
283 283 OP2603 20250918 ... 4228 4260 OP
284 284 OP2604 20250918 ... 4260 4278 OP
285 285 OP2605 20250918 ... 4256 4280 OP
286 286 OP2606 20250918 ... 4242 4252 OP
287 287 OP2607 20250918 ... 4262 4262 OP
288 288 OP2608 20250918 ... 4242 4272 OP
289 289 OP2609 20250918 ... 4256 4256 OP
290 290 EC2510 20250918 ... 1117.6 1129.4 EC
291 291 EC2512 20250918 ... 1663 1665.3 EC
292 292 EC2602 20250918 ... 1564.7 1572.8 EC
293 293 EC2604 20250918 ... 1271.7 1278.3 EC
294 294 EC2606 20250918 ... 1456.6 1460.7 EC
295 295 EC2608 20250918 ... 1615.3 1618.6 EC
296 297 SC_TAS2510 20250918 ... SC_TAS
297 298 SC_TAS2511 20250918 ... SC_TAS
298 299 SC_TAS2512 20250918 ... SC_TAS
299 300 SC_TAS2601 20250918 ... SC_TAS
[300 rows x 13 columns]
2025-09-25 18:25:32,285 - future_1d - INFO - ak.get_shfe_daily('2025-09-18') done
2025-09-25 18:25:34,040 - future_1d - INFO - save future_daily 2025-09-18 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250919 53200.0 ... 53040.0 53200.0 PS
1 PS2511 20250919 53365.0 ... 52910.0 53160.0 PS
2 PS2512 20250919 56000.0 ... 55320.0 55775.0 PS
3 PS2601 20250919 55600.0 ... 55030.0 55590.0 PS
4 PS2602 20250919 55800.0 ... 55135.0 55695.0 PS
5 PS2603 20250919 55775.0 ... 55205.0 55635.0 PS
6 PS2604 20250919 55840.0 ... 54950.0 55870.0 PS
7 PS2605 20250919 55750.0 ... 54930.0 55705.0 PS
8 PS2606 20250919 57620.0 ... 56920.0 58010.0 PS
9 PS2607 20250919 58010.0 ... 56815.0 57890.0 PS
10 PS2608 20250919 58160.0 ... 57180.0 57885.0 PS
11 PS2609 20250919 58200.0 ... 56995.0 57975.0 PS
13 SI2510 20250919 8900.0 ... 8975.0 8940.0 SI
14 SI2511 20250919 8885.0 ... 9025.0 8980.0 SI
15 SI2512 20250919 9300.0 ... 9420.0 9355.0 SI
16 SI2601 20250919 9260.0 ... 9405.0 9355.0 SI
17 SI2602 20250919 9255.0 ... 9425.0 9350.0 SI
18 SI2603 20250919 9365.0 ... 9500.0 9360.0 SI
19 SI2604 20250919 9360.0 ... 9550.0 9385.0 SI
20 SI2605 20250919 9365.0 ... 9405.0 9390.0 SI
21 SI2606 20250919 9375.0 ... 9470.0 9425.0 SI
22 SI2607 20250919 9365.0 ... 9480.0 9385.0 SI
23 SI2608 20250919 9425.0 ... 9475.0 9410.0 SI
24 SI2609 20250919 9345.0 ... 9440.0 9390.0 SI
27 LC2510 20250919 72500.0 ... 73320.0 72620.0 LC
28 LC2511 20250919 72500.0 ... 73460.0 72780.0 LC
29 LC2512 20250919 73000.0 ... 73600.0 72840.0 LC
30 LC2601 20250919 73080.0 ... 73620.0 72840.0 LC
31 LC2602 20250919 72660.0 ... 73280.0 72580.0 LC
32 LC2603 20250919 72520.0 ... 73480.0 72780.0 LC
33 LC2604 20250919 73500.0 ... 74060.0 73520.0 LC
34 LC2605 20250919 73620.0 ... 74040.0 73420.0 LC
35 LC2606 20250919 73280.0 ... 73840.0 73260.0 LC
36 LC2607 20250919 72960.0 ... 73700.0 73160.0 LC
37 LC2608 20250919 73120.0 ... 73740.0 73060.0 LC
38 LC2609 20250919 73320.0 ... 73820.0 72980.0 LC
[36 rows x 12 columns]
2025-09-25 18:25:40,107 - future_1d - INFO - ak.get_gfex_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250919 492.4 497 ... 79529.8 492.1 495.5 SC
1 SC2511 20250919 496 496.8 ... 5350084.38 491.2 496.3 SC
2 SC2512 20250919 492.5 495.2 ... 691817.35 489.8 493.5 SC
3 SC2601 20250919 491.4 494 ... 197806.98 488.5 491.9 SC
4 SC2602 20250919 490.2 492 ... 26665.74 486.6 490.4 SC
5 SC2603 20250919 489.5 491.1 ... 17934.02 486 489.8 SC
6 SC2604 20250919 489.4 490.2 ... 12977.04 486 488 SC
7 SC2605 20250919 487.4 488.9 ... 3203.87 485.4 487.2 SC
8 SC2606 20250919 486.1 488.8 ... 10883.51 485.8 487 SC
9 SC2607 20250919 486.3 486.3 ... 484.66 484.6 485.2 SC
10 SC2608 20250919 483.8 483.8 ... 96.6 483 483.9 SC
11 SC2609 20250919 480.2 482.1 ... 144.25 480.8 483.8 SC
12 SC2612 20250919 477.9 477.9 ... 95.42 477.1 482.5 SC
13 SC2703 20250919 ... 0 475.1 475.1 SC
14 SC2706 20250919 469.2 469.2 ... 93.84 469.2 476.8 SC
15 SC2709 20250919 ... 0 473.2 473.2 SC
16 SC2712 20250919 475.8 475.8 ... 331.07 472.9 474.1 SC
17 SC2803 20250919 ... 0 471 471.2 SC
18 SC2806 20250919 466.3 470.4 ... 280.52 467.5 472.5 SC
19 SC2809 20250919 ... 0 465.7 465.7 SC
21 LU2510 20250919 3386 3403 ... 1433.485 3372 3418 LU
22 LU2511 20250919 3423 3435 ... 264241.092 3405 3428 LU
23 LU2512 20250919 3406 3423 ... 124304.829 3388 3410 LU
24 LU2601 20250919 3402 3415 ... 30635.477 3382 3403 LU
25 LU2602 20250919 3384 3400 ... 1701.261 3362 3389 LU
26 LU2603 20250919 3412 3412 ... 43.712 3362 3378 LU
27 LU2604 20250919 3345 3345 ... 3.345 3345 3365 LU
28 LU2605 20250919 3352 3352 ... 10.038 3346 3374 LU
29 LU2606 20250919 3375 3375 ... 13.411 3352 3360 LU
30 LU2607 20250919 3371 3371 ... 10.051 3350 3358 LU
31 LU2608 20250919 3356 3356 ... 23.4 3342 3346 LU
32 LU2609 20250919 3335 3351 ... 43.282 3329 3325 LU
34 NR2510 20250919 12305 12350 ... 45954.425 12280 12305 NR
35 NR2511 20250919 12350 12365 ... 1022204.27 12290 12330 NR
36 NR2512 20250919 12380 12410 ... 203639.26 12335 12355 NR
37 NR2601 20250919 12425 12445 ... 177399.435 12370 12400 NR
38 NR2602 20250919 12440 12440 ... 2394.74 12405 12455 NR
39 NR2603 20250919 12405 12405 ... 136.14 12375 12435 NR
40 NR2604 20250919 12500 12500 ... 410.47 12435 12405 NR
41 NR2605 20250919 12480 12480 ... 24.945 12470 12455 NR
42 NR2606 20250919 ... 0 12440 12440 NR
43 NR2607 20250919 ... 0 12650 12655 NR
44 NR2608 20250919 ... 0 12685 12685 NR
45 NR2609 20250919 ... 0 12510 12510 NR
47 BC2510 20250919 70680 71010 ... 115551.94 70760 70760 BC
48 BC2511 20250919 70700 71080 ... 29847.295 70890 70820 BC
49 BC2512 20250919 ... 0 71670 71670 BC
50 BC2601 20250919 ... 0 71000 71000 BC
51 BC2602 20250919 ... 0 71100 71100 BC
52 BC2603 20250919 ... 0 71200 71200 BC
53 BC2604 20250919 ... 0 71300 71300 BC
54 BC2605 20250919 ... 0 71300 71300 BC
55 BC2606 20250919 ... 0 71400 71400 BC
56 BC2607 20250919 ... 0 71400 71400 BC
57 BC2608 20250919 ... 0 71400 71400 BC
58 BC2609 20250919 ... 0 71550 71550 BC
60 EC2510 20250919 1105 1106 ... 177534.134 1072.3 1117.6 EC
61 EC2512 20250919 1666.1 1666.1 ... 94181.2335 1626.1 1663 EC
62 EC2602 20250919 1564.5 1565 ... 17841.469 1552.7 1564.7 EC
63 EC2604 20250919 1260.5 1262.7 ... 8086.0645 1250.7 1271.7 EC
64 EC2606 20250919 1437.7 1451.6 ... 949.307 1438.3 1456.6 EC
65 EC2608 20250919 1601.2 1606.5 ... 925.154 1595 1615.3 EC
68 SC_TAS2511 20250919 ... SC_TAS
69 SC_TAS2512 20250919 ... SC_TAS
70 SC_TAS2601 20250919 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 18:25:40,221 - future_1d - INFO - ak.get_ine_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 a2511 20250919 3906.00 ... 3906.00 3892.00 A
1 a2601 20250919 3901.00 ... 3903.00 3893.00 A
2 a2603 20250919 3907.00 ... 3909.00 3900.00 A
3 a2605 20250919 3943.00 ... 3948.00 3940.00 A
4 a2607 20250919 3950.00 ... 3952.00 3944.00 A
5 a2609 20250919 3960.00 ... 3961.00 3953.00 A
6 b2510 20250919 3661.00 ... 3687.00 3674.00 B
7 b2511 20250919 3659.00 ... 3685.00 3670.00 B
8 b2512 20250919 3700.00 ... 3719.00 3709.00 B
9 b2601 20250919 3690.00 ... 3715.00 3704.00 B
10 b2602 20250919 3691.00 ... 3706.00 3687.00 B
11 b2603 20250919 3648.00 ... 3658.00 3654.00 B
12 b2604 20250919 3543.00 ... 3558.00 3545.00 B
13 b2605 20250919 3472.00 ... 3489.00 3484.00 B
14 b2606 20250919 3448.00 ... 3465.00 3459.00 B
15 b2607 20250919 3462.00 ... 3464.00 3457.00 B
16 b2608 20250919 3350.00 ... 3521.00 3562.00 B
17 b2609 20250919 3565.00 ... 3578.00 3574.00 B
18 bb2511 20250919 141.85 ... 142.00 142.20 BB
19 bb2601 20250919 0.00 ... 146.65 146.65 BB
20 bb2603 20250919 0.00 ... 146.85 146.85 BB
21 bb2605 20250919 0.00 ... 141.45 141.60 BB
22 bb2607 20250919 0.00 ... 146.20 146.40 BB
23 bb2609 20250919 0.00 ... 146.20 146.40 BB
24 bz2603 20250919 5999.00 ... 5979.00 6021.00 BZ
25 bz2604 20250919 5964.00 ... 5947.00 5974.00 BZ
26 bz2605 20250919 5982.00 ... 5975.00 5981.00 BZ
27 bz2606 20250919 0.00 ... 5954.00 5954.00 BZ
28 bz2607 20250919 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250919 0.00 ... 5949.00 5955.00 BZ
30 c2511 20250919 2178.00 ... 2171.00 2170.00 C
31 c2601 20250919 2165.00 ... 2161.00 2162.00 C
32 c2603 20250919 2173.00 ... 2171.00 2171.00 C
33 c2605 20250919 2229.00 ... 2228.00 2229.00 C
34 c2607 20250919 2240.00 ... 2239.00 2241.00 C
35 c2609 20250919 2179.00 ... 2234.00 2254.00 C
36 cs2511 20250919 2472.00 ... 2468.00 2465.00 CS
37 cs2601 20250919 2489.00 ... 2483.00 2489.00 CS
38 cs2603 20250919 2492.00 ... 2489.00 2492.00 CS
39 cs2605 20250919 2576.00 ... 2570.00 2573.00 CS
40 cs2607 20250919 2573.00 ... 2573.00 2577.00 CS
41 cs2609 20250919 2597.00 ... 2597.00 2597.00 CS
42 eb2509 20250919 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250919 7072.00 ... 7021.00 7079.00 EB
44 eb2511 20250919 7080.00 ... 7024.00 7090.00 EB
45 eb2512 20250919 7080.00 ... 7033.00 7099.00 EB
46 eb2601 20250919 7120.00 ... 7070.00 7130.00 EB
47 eb2602 20250919 7122.00 ... 7104.00 7156.00 EB
48 eb2603 20250919 7154.00 ... 7131.00 7183.00 EB
49 eb2604 20250919 7181.00 ... 7171.00 7230.00 EB
50 eb2605 20250919 7220.00 ... 7185.00 7251.00 EB
51 eb2606 20250919 0.00 ... 7260.00 7260.00 EB
52 eb2607 20250919 0.00 ... 7276.00 7283.00 EB
53 eb2608 20250919 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250919 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250919 4297.00 ... 4282.00 4314.00 EG
56 eg2511 20250919 4281.00 ... 4247.00 4275.00 EG
57 eg2512 20250919 4236.00 ... 4240.00 4275.00 EG
58 eg2601 20250919 4276.00 ... 4259.00 4282.00 EG
59 eg2602 20250919 4265.00 ... 4265.00 4284.00 EG
60 eg2603 20250919 4270.00 ... 4266.00 4298.00 EG
61 eg2604 20250919 4316.00 ... 4314.00 4338.00 EG
62 eg2605 20250919 4328.00 ... 4314.00 4340.00 EG
63 eg2606 20250919 4317.00 ... 4311.00 4358.00 EG
64 eg2607 20250919 4320.00 ... 4321.00 4343.00 EG
65 eg2608 20250919 0.00 ... 4399.00 4399.00 EG
66 fb2510 20250919 1255.00 ... 1259.50 1259.50 FB
67 fb2511 20250919 1254.00 ... 1254.00 1252.00 FB
68 fb2512 20250919 1257.50 ... 1255.00 1256.00 FB
69 fb2601 20250919 1255.50 ... 1253.50 1252.00 FB
70 fb2602 20250919 1255.00 ... 1254.00 1250.50 FB
71 fb2603 20250919 1247.00 ... 1247.00 1246.00 FB
72 fb2604 20250919 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250919 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250919 1303.50 ... 1298.00 1322.50 FB
75 fb2607 20250919 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250919 1269.50 ... 1270.00 1281.00 FB
77 fb2609 20250919 0.00 ... 1296.00 1296.00 FB
78 i2510 20250919 822.00 ... 823.50 820.50 I
79 i2511 20250919 815.00 ... 819.00 814.50 I
80 i2512 20250919 809.50 ... 813.00 809.00 I
81 i2601 20250919 802.50 ... 805.50 801.00 I
82 i2602 20250919 796.50 ... 801.00 795.50 I
83 i2603 20250919 791.50 ... 795.50 790.50 I
84 i2604 20250919 790.00 ... 790.50 786.50 I
85 i2605 20250919 779.00 ... 784.00 780.00 I
86 i2606 20250919 775.50 ... 778.50 775.00 I
87 i2607 20250919 770.00 ... 773.50 770.50 I
88 i2608 20250919 765.00 ... 768.50 765.50 I
89 i2609 20250919 760.50 ... 762.50 761.00 I
90 j2510 20250919 1623.00 ... 1624.00 1626.50 J
91 j2511 20250919 1641.50 ... 1657.50 1655.00 J
92 j2512 20250919 1700.00 ... 1700.00 1691.00 J
93 j2601 20250919 1709.00 ... 1725.50 1725.50 J
94 j2602 20250919 0.00 ... 1754.00 1754.00 J
95 j2603 20250919 0.00 ... 1763.50 1763.50 J
96 j2604 20250919 0.00 ... 1814.00 1814.00 J
97 j2605 20250919 1854.50 ... 1866.50 1853.50 J
98 j2606 20250919 1866.50 ... 1866.50 1879.50 J
99 j2607 20250919 0.00 ... 1878.50 1878.50 J
100 j2608 20250919 1884.50 ... 1891.00 1906.00 J
101 j2609 20250919 1901.00 ... 1923.50 1902.00 J
102 jd2509 20250919 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250919 3043.00 ... 3038.00 3041.00 JD
104 jd2511 20250919 3130.00 ... 3122.00 3119.00 JD
105 jd2512 20250919 3260.00 ... 3259.00 3242.00 JD
106 jd2601 20250919 3421.00 ... 3423.00 3396.00 JD
107 jd2602 20250919 3138.00 ... 3160.00 3131.00 JD
108 jd2603 20250919 3161.00 ... 3183.00 3148.00 JD
109 jd2604 20250919 3313.00 ... 3349.00 3318.00 JD
110 jd2605 20250919 3448.00 ... 3466.00 3432.00 JD
111 jd2606 20250919 3259.00 ... 3274.00 3245.00 JD
112 jd2607 20250919 3491.00 ... 3504.00 3484.00 JD
113 jd2608 20250919 3919.00 ... 3927.00 3916.00 JD
114 jm2510 20250919 1022.00 ... 1029.50 1034.00 JM
115 jm2511 20250919 1079.00 ... 1078.00 1082.00 JM
116 jm2512 20250919 1150.00 ... 1148.50 1148.50 JM
117 jm2601 20250919 1203.00 ... 1216.00 1215.50 JM
118 jm2602 20250919 1228.00 ... 1244.50 1237.00 JM
119 jm2603 20250919 1257.00 ... 1271.00 1258.50 JM
120 jm2604 20250919 1277.00 ... 1293.50 1281.00 JM
121 jm2605 20250919 1298.00 ... 1312.50 1302.50 JM
122 jm2606 20250919 1312.00 ... 1328.50 1316.00 JM
123 jm2607 20250919 1325.00 ... 1341.50 1326.00 JM
124 jm2608 20250919 1341.00 ... 1357.00 1339.00 JM
125 jm2609 20250919 1365.00 ... 1380.50 1360.50 JM
126 l2510 20250919 7107.00 ... 7095.00 7142.00 L
127 l2511 20250919 7159.00 ... 7128.00 7159.00 L
128 l2512 20250919 7163.00 ... 7158.00 7188.00 L
129 l2601 20250919 7202.00 ... 7181.00 7219.00 L
130 l2602 20250919 7186.00 ... 7177.00 7211.00 L
131 l2603 20250919 7203.00 ... 7193.00 7238.00 L
132 l2604 20250919 7238.00 ... 7233.00 7281.00 L
133 l2605 20250919 7250.00 ... 7228.00 7265.00 L
134 l2606 20250919 7216.00 ... 7225.00 7247.00 L
135 l2607 20250919 7241.00 ... 7238.00 7284.00 L
136 l2608 20250919 7255.00 ... 7256.00 7282.00 L
137 l2609 20250919 7272.00 ... 7264.00 7296.00 L
138 lg2509 20250919 780.00 ... 778.00 770.00 LG
139 lg2511 20250919 800.00 ... 804.00 806.00 LG
140 lg2601 20250919 817.00 ... 818.00 819.50 LG
141 lg2603 20250919 825.50 ... 824.50 824.50 LG
142 lg2605 20250919 830.50 ... 828.50 828.50 LG
143 lg2607 20250919 830.50 ... 828.50 830.50 LG
144 lh2509 20250919 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250919 12815.00 ... 12835.00 12885.00 LH
146 lh2601 20250919 13330.00 ... 13340.00 13395.00 LH
147 lh2603 20250919 12850.00 ... 12850.00 12915.00 LH
148 lh2605 20250919 13395.00 ... 13380.00 13460.00 LH
149 lh2607 20250919 14130.00 ... 14135.00 14215.00 LH
150 m2511 20250919 2968.00 ... 2975.00 2968.00 M
151 m2512 20250919 3011.00 ... 3024.00 3015.00 M
152 m2601 20250919 2995.00 ... 3004.00 3001.00 M
153 m2603 20250919 2932.00 ... 2949.00 2942.00 M
154 m2605 20250919 2768.00 ... 2777.00 2775.00 M
155 m2607 20250919 2754.00 ... 2768.00 2760.00 M
156 m2608 20250919 2874.00 ... 2885.00 2886.00 M
157 m2609 20250919 2882.00 ... 2889.00 2889.00 M
158 p2510 20250919 9186.00 ... 9242.00 9254.00 P
159 p2511 20250919 9256.00 ... 9292.00 9286.00 P
160 p2512 20250919 9292.00 ... 9318.00 9320.00 P
161 p2601 20250919 9314.00 ... 9340.00 9344.00 P
162 p2602 20250919 9300.00 ... 9318.00 9312.00 P
163 p2603 20250919 9248.00 ... 9280.00 9318.00 P
164 p2604 20250919 9214.00 ... 9230.00 9246.00 P
165 p2605 20250919 9118.00 ... 9138.00 9138.00 P
166 p2606 20250919 9032.00 ... 9032.00 9042.00 P
167 p2607 20250919 8932.00 ... 8930.00 8922.00 P
168 p2608 20250919 8864.00 ... 8864.00 8872.00 P
169 p2609 20250919 8814.00 ... 8812.00 8844.00 P
170 pg2509 20250919 3810.00 ... 3801.00 3805.00 PG
171 pg2510 20250919 4461.00 ... 4439.00 4466.00 PG
172 pg2511 20250919 4393.00 ... 4368.00 4400.00 PG
173 pg2512 20250919 4336.00 ... 4307.00 4336.00 PG
174 pg2601 20250919 4271.00 ... 4241.00 4270.00 PG
175 pg2602 20250919 4193.00 ... 4176.00 4209.00 PG
176 pg2603 20250919 4110.00 ... 4090.00 4123.00 PG
177 pg2604 20250919 4429.00 ... 4418.00 4451.00 PG
178 pg2605 20250919 4348.00 ... 4341.00 4379.00 PG
179 pg2606 20250919 4283.00 ... 4283.00 4297.00 PG
180 pg2607 20250919 0.00 ... 4247.00 4247.00 PG
181 pg2608 20250919 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250919 6825.00 ... 6816.00 6862.00 PP
183 pp2511 20250919 6878.00 ... 6846.00 6886.00 PP
184 pp2512 20250919 6895.00 ... 6883.00 6921.00 PP
185 pp2601 20250919 6930.00 ... 6917.00 6955.00 PP
186 pp2602 20250919 6901.00 ... 6900.00 6930.00 PP
187 pp2603 20250919 6898.00 ... 6899.00 6953.00 PP
188 pp2604 20250919 6934.00 ... 6927.00 6961.00 PP
189 pp2605 20250919 6970.00 ... 6959.00 6993.00 PP
190 pp2606 20250919 6917.00 ... 6921.00 6951.00 PP
191 pp2607 20250919 6902.00 ... 6890.00 6941.00 PP
192 pp2608 20250919 6902.00 ... 6900.00 6950.00 PP
193 pp2609 20250919 6931.00 ... 6926.00 6966.00 PP
194 rr2510 20250919 3608.00 ... 3608.00 3603.00 RR
195 rr2511 20250919 3610.00 ... 3614.00 3605.00 RR
196 rr2512 20250919 3600.00 ... 3605.00 3597.00 RR
197 rr2601 20250919 3621.00 ... 3620.00 3617.00 RR
198 rr2602 20250919 3602.00 ... 3603.00 3599.00 RR
199 rr2603 20250919 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250919 3616.00 ... 3616.00 3611.00 RR
201 rr2605 20250919 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250919 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250919 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250919 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250919 0.00 ... 3614.00 3614.00 RR
206 v2510 20250919 4810.00 ... 4834.00 4828.00 V
207 v2511 20250919 4844.00 ... 4867.00 4848.00 V
208 v2512 20250919 4887.00 ... 4908.00 4895.00 V
209 v2601 20250919 4927.00 ... 4949.00 4939.00 V
210 v2602 20250919 4967.00 ... 4984.00 4973.00 V
211 v2603 20250919 4999.00 ... 5016.00 5003.00 V
212 v2604 20250919 5203.00 ... 5222.00 5206.00 V
213 v2605 20250919 5229.00 ... 5252.00 5241.00 V
214 v2606 20250919 5280.00 ... 5286.00 5269.00 V
215 v2607 20250919 5301.00 ... 5314.00 5301.00 V
216 v2608 20250919 5332.00 ... 5342.00 5337.00 V
217 v2609 20250919 5347.00 ... 5374.00 5370.00 V
218 y2511 20250919 8294.00 ... 8350.00 8308.00 Y
219 y2512 20250919 8344.00 ... 8390.00 8346.00 Y
220 y2601 20250919 8298.00 ... 8336.00 8306.00 Y
221 y2603 20250919 8228.00 ... 8276.00 8276.00 Y
222 y2605 20250919 8034.00 ... 8060.00 8052.00 Y
223 y2607 20250919 7990.00 ... 8014.00 7998.00 Y
224 y2608 20250919 8008.00 ... 8024.00 8016.00 Y
225 y2609 20250919 7974.00 ... 7992.00 7988.00 Y
[226 rows x 12 columns]
2025-09-25 18:25:40,861 - future_1d - INFO - ak.get_dce_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 IC2509 20250919 7177.200 ... 7182.620 7164.600 IC
1 IC2510 20250919 7120.000 ... 7117.800 7090.800 IC
2 IC2512 20250919 6995.600 ... 6999.000 6960.200 IC
3 IC2603 20250919 6833.000 ... 6831.000 6793.600 IC
4 IF2509 20250919 4493.000 ... 4509.780 4483.400 IF
5 IF2510 20250919 4478.000 ... 4495.000 4470.200 IF
6 IF2512 20250919 4455.000 ... 4470.400 4440.000 IF
7 IF2603 20250919 4425.000 ... 4446.600 4416.400 IF
8 IH2509 20250919 2911.600 ... 2918.050 2907.800 IH
9 IH2510 20250919 2912.400 ... 2917.400 2904.200 IH
10 IH2512 20250919 2917.400 ... 2917.400 2903.400 IH
11 IH2603 20250919 2916.000 ... 2919.600 2906.000 IH
12 IM2509 20250919 7461.400 ... 7448.680 7449.200 IM
13 IM2510 20250919 7380.000 ... 7361.000 7366.800 IM
14 IM2512 20250919 7224.000 ... 7202.200 7206.200 IM
15 IM2603 20250919 7003.400 ... 6994.000 7001.800 IM
16 T2512 20250919 108.080 ... 107.755 108.065 T
17 T2603 20250919 107.715 ... 107.420 107.735 T
18 T2606 20250919 107.590 ... 107.285 107.565 T
19 TF2512 20250919 105.820 ... 105.630 105.815 TF
20 TF2603 20250919 105.695 ... 105.510 105.685 TF
21 TF2606 20250919 105.570 ... 105.420 105.590 TF
22 TL2512 20250919 115.640 ... 114.880 115.680 TL
23 TL2603 20250919 115.320 ... 114.570 115.360 TL
24 TL2606 20250919 115.330 ... 114.540 115.310 TL
25 TS2512 20250919 102.420 ... 102.358 102.414 TS
26 TS2603 20250919 102.330 ... 102.292 102.340 TS
27 TS2606 20250919 102.288 ... 102.274 102.302 TS
[28 rows x 12 columns]
2025-09-25 18:25:41,199 - future_1d - INFO - ak.get_cffex_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250919 8412.0 8454.0 ... 20806.00 8437.0 8427.0 AP
1 AP511 20250919 8281.0 8281.0 ... 3663.69 8233.0 8227.0 AP
2 AP512 20250919 8223.0 8248.0 ... 559.32 8225.0 8215.0 AP
3 AP601 20250919 8285.0 8326.0 ... 362333.54 8290.0 8286.0 AP
4 AP603 20250919 8231.0 8231.0 ... 270.04 8183.0 8185.0 AP
5 AP604 20250919 8200.0 8202.0 ... 40.97 8194.0 8176.0 AP
6 AP605 20250919 8260.0 8278.0 ... 3218.40 8252.0 8237.0 AP
7 CF511 20250919 13650.0 13665.0 ... 325013.22 13625.0 13710.0 CF
8 CF601 20250919 13775.0 13785.0 ... 1682261.08 13745.0 13835.0 CF
9 CF603 20250919 13720.0 13745.0 ... 3898.54 13705.0 13800.0 CF
10 CF605 20250919 13735.0 13760.0 ... 226699.17 13715.0 13795.0 CF
11 CF607 20250919 13755.0 13780.0 ... 1112.91 13740.0 13820.0 CF
12 CF609 20250919 13905.0 13910.0 ... 257.13 13900.0 14000.0 CF
13 CJ512 20250919 10575.0 10705.0 ... 1842.54 10650.0 10670.0 CJ
14 CJ601 20250919 10620.0 10750.0 ... 480287.27 10680.0 10720.0 CJ
15 CJ603 20250919 10635.0 10730.0 ... 12481.12 10655.0 10735.0 CJ
16 CJ605 20250919 10715.0 10810.0 ... 98468.07 10725.0 10810.0 CJ
17 CJ607 20250919 10775.0 10915.0 ... 1497.50 10850.0 10935.0 CJ
18 CJ609 20250919 10940.0 11020.0 ... 377.77 10950.0 11050.0 CJ
19 CY510 20250919 0.0 0.0 ... 0.00 19600.0 19705.0 CY
20 CY511 20250919 19760.0 19825.0 ... 114478.44 19775.0 19880.0 CY
21 CY512 20250919 0.0 0.0 ... 0.00 19690.0 19710.0 CY
22 CY601 20250919 19785.0 19835.0 ... 1158.31 19800.0 19875.0 CY
23 CY602 20250919 0.0 0.0 ... 0.00 19810.0 19810.0 CY
24 CY603 20250919 0.0 0.0 ... 0.00 20160.0 20170.0 CY
25 CY604 20250919 0.0 0.0 ... 0.00 19945.0 19995.0 CY
26 CY605 20250919 0.0 0.0 ... 0.00 19990.0 20025.0 CY
27 CY606 20250919 0.0 0.0 ... 0.00 19975.0 19990.0 CY
28 CY607 20250919 0.0 0.0 ... 0.00 20290.0 20290.0 CY
29 CY608 20250919 0.0 0.0 ... 0.00 19935.0 20100.0 CY
30 CY609 20250919 20240.0 20240.0 ... 10.12 20240.0 20305.0 CY
31 FG510 20250919 1091.0 1103.0 ... 6782.74 1093.0 1096.0 FG
32 FG511 20250919 1093.0 1104.0 ... 141220.65 1095.0 1095.0 FG
33 FG512 20250919 1209.0 1224.0 ... 81857.42 1214.0 1215.0 FG
34 FG601 20250919 1207.0 1223.0 ... 3086629.46 1212.0 1219.0 FG
35 FG602 20250919 1259.0 1279.0 ... 31046.93 1268.0 1271.0 FG
36 FG603 20250919 1265.0 1283.0 ... 2208.02 1268.0 1277.0 FG
37 FG604 20250919 1325.0 1343.0 ... 1201.41 1329.0 1332.0 FG
38 FG605 20250919 1326.0 1348.0 ... 122561.49 1337.0 1333.0 FG
39 FG606 20250919 1358.0 1374.0 ... 816.07 1365.0 1363.0 FG
40 FG607 20250919 1357.0 1374.0 ... 2477.42 1363.0 1358.0 FG
41 FG608 20250919 1381.0 1403.0 ... 884.55 1395.0 1388.0 FG
42 FG609 20250919 1387.0 1407.0 ... 4628.07 1397.0 1390.0 FG
43 JR511 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250919 2255.0 2283.0 ... 4617.11 2264.0 2266.0 MA
52 MA511 20250919 2287.0 2309.0 ... 169238.69 2289.0 2291.0 MA
53 MA512 20250919 2325.0 2349.0 ... 79505.69 2333.0 2334.0 MA
54 MA601 20250919 2350.0 2374.0 ... 1782594.23 2356.0 2356.0 MA
55 MA602 20250919 2371.0 2394.0 ... 109582.45 2373.0 2377.0 MA
56 MA603 20250919 2392.0 2412.0 ... 1033.63 2398.0 2392.0 MA
57 MA604 20250919 2391.0 2400.0 ... 59.83 2393.0 2406.0 MA
58 MA605 20250919 2389.0 2390.0 ... 187848.71 2382.0 2389.0 MA
59 MA606 20250919 2382.0 2394.0 ... 9.54 2385.0 2396.0 MA
60 MA607 20250919 2372.0 2378.0 ... 28.48 2373.0 2379.0 MA
61 MA608 20250919 2361.0 2375.0 ... 11.84 2368.0 2386.0 MA
62 MA609 20250919 2360.0 2360.0 ... 1503.31 2353.0 2367.0 MA
63 OI511 20250919 10152.0 10282.0 ... 526388.35 10221.0 10129.0 OI
64 OI601 20250919 9986.0 10114.0 ... 3135766.68 10046.0 9966.0 OI
65 OI603 20250919 9737.0 9844.0 ... 4062.15 9788.0 9741.0 OI
66 OI605 20250919 9501.0 9605.0 ... 110457.56 9558.0 9501.0 OI
67 OI607 20250919 9477.0 9553.0 ... 969.53 9505.0 9469.0 OI
68 OI609 20250919 9448.0 9522.0 ... 455.12 9482.0 9446.0 OI
69 PF510 20250919 6362.0 6366.0 ... 10629.20 6322.0 6404.0 PF
70 PF511 20250919 6352.0 6362.0 ... 681025.57 6320.0 6406.0 PF
71 PF512 20250919 6330.0 6342.0 ... 380648.52 6304.0 6378.0 PF
72 PF601 20250919 6382.0 6386.0 ... 38485.20 6340.0 6420.0 PF
73 PF602 20250919 6386.0 6392.0 ... 104942.44 6358.0 6414.0 PF
74 PF603 20250919 6382.0 6398.0 ... 352.15 6346.0 6456.0 PF
75 PF604 20250919 6444.0 6444.0 ... 291.47 6406.0 6492.0 PF
76 PF605 20250919 6460.0 6460.0 ... 246.97 6416.0 6506.0 PF
77 PF606 20250919 6482.0 6482.0 ... 19.25 6418.0 6516.0 PF
78 PF607 20250919 6414.0 6500.0 ... 16.10 6442.0 6542.0 PF
79 PF608 20250919 0.0 0.0 ... 0.00 6450.0 6566.0 PF
80 PF609 20250919 6480.0 6480.0 ... 6.48 6480.0 6554.0 PF
81 PK510 20250919 7846.0 7918.0 ... 13587.30 7868.0 7842.0 PK
82 PK511 20250919 7866.0 7922.0 ... 677885.13 7876.0 7844.0 PK
83 PK512 20250919 7870.0 7916.0 ... 287234.98 7872.0 7846.0 PK
84 PK601 20250919 7846.0 7906.0 ... 62644.57 7872.0 7834.0 PK
85 PK603 20250919 7866.0 7902.0 ... 622.63 7882.0 7854.0 PK
86 PK604 20250919 7874.0 7900.0 ... 86.72 7884.0 7864.0 PK
87 PK605 20250919 7880.0 7908.0 ... 5897.91 7890.0 7872.0 PK
88 PL601 20250919 6424.0 6462.0 ... 49289.43 6411.0 6443.0 PL
89 PL602 20250919 6458.0 6479.0 ... 2194.38 6454.0 6471.0 PL
90 PL603 20250919 6451.0 6451.0 ... 64.45 6445.0 6502.0 PL
91 PL604 20250919 0.0 0.0 ... 0.00 6463.0 6477.0 PL
92 PL605 20250919 0.0 0.0 ... 0.00 6385.0 6419.0 PL
93 PL606 20250919 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250919 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250919 5830.0 5840.0 ... 3783.29 5812.0 5866.0 PR
104 PR511 20250919 5828.0 5830.0 ... 501945.95 5794.0 5878.0 PR
105 PR512 20250919 5834.0 5836.0 ... 386281.19 5806.0 5884.0 PR
106 PR601 20250919 5836.0 5836.0 ... 126679.54 5802.0 5866.0 PR
107 PR602 20250919 5872.0 5876.0 ... 2863.07 5838.0 5892.0 PR
108 PR603 20250919 5846.0 5846.0 ... 52.50 5834.0 5906.0 PR
109 PR604 20250919 5848.0 5848.0 ... 61.23 5832.0 5924.0 PR
110 PR605 20250919 5836.0 5860.0 ... 61.31 5840.0 5960.0 PR
111 PR606 20250919 0.0 0.0 ... 0.00 5904.0 5936.0 PR
112 PR607 20250919 0.0 0.0 ... 0.00 5912.0 5952.0 PR
113 PR608 20250919 0.0 0.0 ... 0.00 5914.0 5958.0 PR
114 PR609 20250919 0.0 0.0 ... 0.00 5910.0 5932.0 PR
115 PX510 20250919 6754.0 6764.0 ... 1384.74 6690.0 6754.0 PX
116 PX511 20250919 6698.0 6718.0 ... 904148.53 6640.0 6764.0 PX
117 PX512 20250919 6690.0 6708.0 ... 338676.96 6644.0 6748.0 PX
118 PX601 20250919 6680.0 6694.0 ... 180923.08 6634.0 6728.0 PX
119 PX602 20250919 6666.0 6694.0 ... 29964.67 6644.0 6720.0 PX
120 PX603 20250919 6624.0 6624.0 ... 9.92 6614.0 6718.0 PX
121 PX604 20250919 6586.0 6586.0 ... 3.29 6586.0 6718.0 PX
122 PX605 20250919 6686.0 6690.0 ... 5504.77 6628.0 6710.0 PX
123 PX606 20250919 6606.0 6606.0 ... 3.30 6606.0 6686.0 PX
124 PX607 20250919 6596.0 6622.0 ... 9.92 6614.0 6734.0 PX
125 PX608 20250919 6622.0 6622.0 ... 3.31 6622.0 6694.0 PX
126 PX609 20250919 6652.0 6658.0 ... 16.63 6652.0 6724.0 PX
127 RI511 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250919 2508.0 2553.0 ... 26192.61 2527.0 2500.0 RM
134 RM601 20250919 2475.0 2530.0 ... 940248.65 2498.0 2469.0 RM
135 RM603 20250919 2378.0 2417.0 ... 12803.73 2402.0 2378.0 RM
136 RM605 20250919 2361.0 2389.0 ... 139688.21 2374.0 2362.0 RM
137 RM607 20250919 2349.0 2377.0 ... 6926.42 2362.0 2353.0 RM
138 RM608 20250919 2450.0 2470.0 ... 1160.23 2458.0 2457.0 RM
139 RM609 20250919 2436.0 2455.0 ... 3011.98 2447.0 2440.0 RM
140 RS511 20250919 5312.0 5372.0 ... 79.93 5329.0 5276.0 RS
141 RS607 20250919 5567.0 5628.0 ... 194.88 5568.0 5558.0 RS
142 RS608 20250919 5537.0 5638.0 ... 167.11 5570.0 5558.0 RS
143 RS609 20250919 5601.0 5601.0 ... 44.70 5588.0 5555.0 RS
144 SA510 20250919 1221.0 1232.0 ... 8151.28 1223.0 1227.0 SA
145 SA511 20250919 1227.0 1242.0 ... 431111.27 1233.0 1239.0 SA
146 SA512 20250919 1295.0 1309.0 ... 148028.64 1301.0 1303.0 SA
147 SA601 20250919 1305.0 1321.0 ... 2419891.75 1312.0 1317.0 SA
148 SA602 20250919 1338.0 1353.0 ... 291521.27 1344.0 1351.0 SA
149 SA603 20250919 1345.0 1359.0 ... 1823.16 1350.0 1352.0 SA
150 SA604 20250919 1394.0 1404.0 ... 438.40 1396.0 1397.0 SA
151 SA605 20250919 1397.0 1412.0 ... 84988.85 1403.0 1405.0 SA
152 SA606 20250919 1409.0 1424.0 ... 690.31 1415.0 1414.0 SA
153 SA607 20250919 1410.0 1425.0 ... 940.87 1417.0 1415.0 SA
154 SA608 20250919 1437.0 1449.0 ... 653.96 1440.0 1438.0 SA
155 SA609 20250919 1442.0 1456.0 ... 2965.37 1449.0 1446.0 SA
156 SF510 20250919 5598.0 5628.0 ... 17784.47 5594.0 5602.0 SF
157 SF511 20250919 5768.0 5810.0 ... 661962.22 5764.0 5780.0 SF
158 SF512 20250919 5746.0 5790.0 ... 229398.42 5746.0 5752.0 SF
159 SF601 20250919 5752.0 5792.0 ... 172968.35 5752.0 5760.0 SF
160 SF602 20250919 5714.0 5748.0 ... 31571.90 5710.0 5714.0 SF
161 SF603 20250919 5876.0 5876.0 ... 161.44 5870.0 5868.0 SF
162 SF604 20250919 5888.0 5888.0 ... 8.81 5876.0 5892.0 SF
163 SF605 20250919 5858.0 5894.0 ... 2341.56 5854.0 5860.0 SF
164 SF606 20250919 5854.0 5854.0 ... 29.10 5820.0 5834.0 SF
165 SF607 20250919 5986.0 5986.0 ... 71.64 5970.0 5966.0 SF
166 SF608 20250919 5938.0 5968.0 ... 17.86 5952.0 5954.0 SF
167 SF609 20250919 5958.0 5974.0 ... 41.68 5954.0 5954.0 SF
168 SH510 20250919 2512.0 2547.0 ... 26339.48 2523.0 2503.0 SH
169 SH511 20250919 2532.0 2596.0 ... 697787.08 2562.0 2538.0 SH
170 SH512 20250919 2585.0 2655.0 ... 318771.88 2618.0 2596.0 SH
171 SH601 20250919 2583.0 2657.0 ... 3758394.12 2623.0 2600.0 SH
172 SH602 20250919 2591.0 2676.0 ... 133977.83 2636.0 2623.0 SH
173 SH603 20250919 2621.0 2687.0 ... 2166.08 2655.0 2637.0 SH
174 SH604 20250919 2665.0 2727.0 ... 194.74 2705.0 2686.0 SH
175 SH605 20250919 2673.0 2737.0 ... 27644.74 2706.0 2689.0 SH
176 SH606 20250919 2723.0 2745.0 ... 171.79 2727.0 2705.0 SH
177 SH607 20250919 2723.0 2730.0 ... 57.30 2729.0 2687.0 SH
178 SH608 20250919 2720.0 2740.0 ... 81.89 2730.0 2686.0 SH
179 SH609 20250919 2704.0 2746.0 ... 212.73 2727.0 2710.0 SH
180 SM510 20250919 5920.0 5920.0 ... 7796.89 5880.0 5870.0 SM
181 SM511 20250919 5958.0 5988.0 ... 340828.24 5950.0 5946.0 SM
182 SM512 20250919 5958.0 5994.0 ... 68239.48 5966.0 5954.0 SM
183 SM601 20250919 5970.0 6012.0 ... 498718.17 5980.0 5976.0 SM
184 SM602 20250919 5976.0 6014.0 ... 247699.21 5978.0 5974.0 SM
185 SM603 20250919 5984.0 6026.0 ... 125.89 5996.0 5994.0 SM
186 SM604 20250919 5978.0 5978.0 ... 5.98 5978.0 5990.0 SM
187 SM605 20250919 6020.0 6050.0 ... 6701.37 6014.0 6010.0 SM
188 SM606 20250919 6004.0 6016.0 ... 9.01 6010.0 6020.0 SM
189 SM607 20250919 6024.0 6038.0 ... 18.09 6030.0 6042.0 SM
190 SM608 20250919 0.0 0.0 ... 0.00 6048.0 6048.0 SM
191 SM609 20250919 5996.0 6062.0 ... 592.73 6048.0 6038.0 SM
192 SR511 20250919 5494.0 5498.0 ... 129999.26 5483.0 5508.0 SR
193 SR601 20250919 5467.0 5475.0 ... 1231092.02 5460.0 5496.0 SR
194 SR603 20250919 5478.0 5627.0 ... 2518.62 5452.0 5484.0 SR
195 SR605 20250919 5454.0 5458.0 ... 123714.30 5443.0 5472.0 SR
196 SR607 20250919 5468.0 5468.0 ... 7015.44 5451.0 5481.0 SR
197 SR609 20250919 5482.0 5482.0 ... 3208.20 5465.0 5490.0 SR
198 TA510 20250919 4644.0 4652.0 ... 19846.93 4602.0 4674.0 TA
199 TA511 20250919 4660.0 4666.0 ... 337397.94 4620.0 4690.0 TA
200 TA512 20250919 4662.0 4678.0 ... 172696.00 4630.0 4706.0 TA
201 TA601 20250919 4674.0 4688.0 ... 1981431.35 4638.0 4708.0 TA
202 TA602 20250919 4684.0 4698.0 ... 29048.53 4648.0 4712.0 TA
203 TA603 20250919 4704.0 4704.0 ... 79.22 4660.0 4738.0 TA
204 TA604 20250919 0.0 0.0 ... 0.00 4644.0 4744.0 TA
205 TA605 20250919 4710.0 4726.0 ... 66900.31 4672.0 4740.0 TA
206 TA606 20250919 4722.0 4722.0 ... 7.05 4702.0 4730.0 TA
207 TA607 20250919 4708.0 4716.0 ... 7.06 4708.0 4760.0 TA
208 TA608 20250919 0.0 0.0 ... 0.00 4688.0 4746.0 TA
209 TA609 20250919 4752.0 4752.0 ... 159.95 4704.0 4760.0 TA
210 UR510 20250919 1580.0 1581.0 ... 2914.24 1574.0 1577.0 UR
211 UR511 20250919 1662.0 1662.0 ... 52488.70 1647.0 1653.0 UR
212 UR512 20250919 1663.0 1669.0 ... 16142.54 1657.0 1664.0 UR
213 UR601 20250919 1672.0 1676.0 ... 375626.62 1666.0 1671.0 UR
214 UR602 20250919 1679.0 1681.0 ... 672.08 1672.0 1677.0 UR
215 UR603 20250919 1724.0 1727.0 ... 106.45 1717.0 1722.0 UR
216 UR604 20250919 1727.0 1728.0 ... 17.24 1724.0 1725.0 UR
217 UR605 20250919 1725.0 1732.0 ... 25363.67 1724.0 1726.0 UR
218 UR606 20250919 1727.0 1730.0 ... 124.13 1724.0 1724.0 UR
219 UR607 20250919 1760.0 1763.0 ... 84.36 1758.0 1757.0 UR
220 UR608 20250919 1753.0 1753.0 ... 3.51 1753.0 1749.0 UR
221 UR609 20250919 1745.0 1752.0 ... 185.18 1747.0 1746.0 UR
222 WH511 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 18:25:41,480 - future_1d - INFO - ak.get_czce_daily('2025-09-19') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250919 ... 79840 79800 CU
1 1 CU2511 20250919 ... 79820 79780 CU
2 2 CU2512 20250919 ... 79810 79760 CU
3 3 CU2601 20250919 ... 79810 79800 CU
4 4 CU2602 20250919 ... 79800 79780 CU
5 5 CU2603 20250919 ... 79830 79840 CU
6 6 CU2604 20250919 ... 79860 79790 CU
7 7 CU2605 20250919 ... 79910 79820 CU
8 8 CU2606 20250919 ... 79850 79780 CU
9 9 CU2607 20250919 ... 79840 79720 CU
10 10 CU2608 20250919 ... 79800 79790 CU
11 11 CU2609 20250919 ... 79780 79830 CU
12 12 BC2510 20250919 ... 70760 70760 BC
13 13 BC2511 20250919 ... 70890 70820 BC
14 14 BC2512 20250919 ... 71670 71670 BC
15 15 BC2601 20250919 ... 71000 71000 BC
16 16 BC2602 20250919 ... 71100 71100 BC
17 17 BC2603 20250919 ... 71200 71200 BC
18 18 BC2604 20250919 ... 71300 71300 BC
19 19 BC2605 20250919 ... 71300 71300 BC
20 20 BC2606 20250919 ... 71400 71400 BC
21 21 BC2607 20250919 ... 71400 71400 BC
22 22 BC2608 20250919 ... 71400 71400 BC
23 23 BC2609 20250919 ... 71550 71550 BC
24 24 AL2510 20250919 ... 20805 20775 AL
25 25 AL2511 20250919 ... 20820 20795 AL
26 26 AL2512 20250919 ... 20820 20790 AL
27 27 AL2601 20250919 ... 20815 20790 AL
28 28 AL2602 20250919 ... 20815 20790 AL
29 29 AL2603 20250919 ... 20840 20810 AL
30 30 AL2604 20250919 ... 20855 20820 AL
31 31 AL2605 20250919 ... 20865 20825 AL
32 32 AL2606 20250919 ... 20850 20845 AL
33 33 AL2607 20250919 ... 20865 20825 AL
34 34 AL2608 20250919 ... 20885 20830 AL
35 35 AL2609 20250919 ... 20850 20835 AL
36 36 ZN2510 20250919 ... 22065 22075 ZN
37 37 ZN2511 20250919 ... 22060 22085 ZN
38 38 ZN2512 20250919 ... 22080 22115 ZN
39 39 ZN2601 20250919 ... 22100 22150 ZN
40 40 ZN2602 20250919 ... 22125 22180 ZN
41 41 ZN2603 20250919 ... 22160 22175 ZN
42 42 ZN2604 20250919 ... 22200 22225 ZN
43 43 ZN2605 20250919 ... 22230 22260 ZN
44 44 ZN2606 20250919 ... 22240 22265 ZN
45 45 ZN2607 20250919 ... 22260 22275 ZN
46 46 ZN2608 20250919 ... 22290 22295 ZN
47 47 ZN2609 20250919 ... 22305 22335 ZN
48 48 PB2510 20250919 ... 17140 17110 PB
49 49 PB2511 20250919 ... 17170 17130 PB
50 50 PB2512 20250919 ... 17175 17135 PB
51 51 PB2601 20250919 ... 17170 17135 PB
52 52 PB2602 20250919 ... 17175 17175 PB
53 53 PB2603 20250919 ... 17190 17190 PB
54 54 PB2604 20250919 ... 17235 17195 PB
55 55 PB2605 20250919 ... 17210 17180 PB
56 56 PB2606 20250919 ... 17145 17145 PB
57 57 PB2607 20250919 ... 17225 17185 PB
58 58 PB2608 20250919 ... 17245 17190 PB
59 59 PB2609 20250919 ... 17210 17220 PB
60 60 NI2510 20250919 ... 121320 121570 NI
61 61 NI2511 20250919 ... 121520 121700 NI
62 62 NI2512 20250919 ... 121810 121890 NI
63 63 NI2601 20250919 ... 121930 122100 NI
64 64 NI2602 20250919 ... 122110 122330 NI
65 65 NI2603 20250919 ... 122540 122460 NI
66 66 NI2604 20250919 ... 122710 122640 NI
67 67 NI2605 20250919 ... 122950 122910 NI
68 68 NI2606 20250919 ... 123120 123030 NI
69 69 NI2607 20250919 ... 123440 123210 NI
70 70 NI2608 20250919 ... 123490 123600 NI
71 71 NI2609 20250919 ... 123530 123850 NI
72 72 SN2510 20250919 ... 268470 270240 SN
73 73 SN2511 20250919 ... 268840 270460 SN
74 74 SN2512 20250919 ... 269060 270420 SN
75 75 SN2601 20250919 ... 269200 270430 SN
76 76 SN2602 20250919 ... 269420 270580 SN
77 77 SN2603 20250919 ... 269440 270650 SN
78 78 SN2604 20250919 ... 270080 271420 SN
79 79 SN2605 20250919 ... 269840 270780 SN
80 80 SN2606 20250919 ... 269920 271460 SN
81 81 SN2607 20250919 ... 270550 272240 SN
82 82 SN2608 20250919 ... 270360 272130 SN
83 83 SN2609 20250919 ... 271330 271810 SN
84 84 AO2510 20250919 ... 2915 2923 AO
85 85 AO2511 20250919 ... 2919 2927 AO
86 86 AO2512 20250919 ... 2927 2935 AO
87 87 AO2601 20250919 ... 2936 2948 AO
88 88 AO2602 20250919 ... 2947 2949 AO
89 89 AO2603 20250919 ... 3016 3019 AO
90 90 AO2604 20250919 ... 3023 3025 AO
91 91 AO2605 20250919 ... 3029 3032 AO
92 92 AO2606 20250919 ... 3032 3036 AO
93 93 AO2607 20250919 ... 3038 3043 AO
94 94 AO2608 20250919 ... 3048 3059 AO
95 95 AO2609 20250919 ... 3062 3081 AO
96 96 AD2511 20250919 ... 20320 20325 AD
97 97 AD2512 20250919 ... 20350 20355 AD
98 98 AD2601 20250919 ... 20380 20345 AD
99 99 AD2602 20250919 ... 20355 20365 AD
100 100 AD2603 20250919 ... 20415 20500 AD
101 101 AD2604 20250919 ... 20345 20485 AD
102 102 AD2605 20250919 ... 20355 20355 AD
103 103 AD2606 20250919 ... 20305 20305 AD
104 104 AD2607 20250919 ... 20510 20510 AD
105 105 AD2608 20250919 ... 20515 20515 AD
106 106 AD2609 20250919 ... 20515 20515 AD
107 107 AU2510 20250919 ... 826.86 831.8 AU
108 108 AU2511 20250919 ... 828.7 832.92 AU
109 109 AU2512 20250919 ... 829.78 833.96 AU
110 110 AU2602 20250919 ... 832.14 836.52 AU
111 111 AU2604 20250919 ... 834.24 838.64 AU
112 112 AU2606 20250919 ... 836.56 840.78 AU
113 113 AU2608 20250919 ... 839.52 843.44 AU
114 114 AU2610 20250919 ... 842.9 846.74 AU
115 115 AG2510 20250919 ... 9903 9882 AG
116 116 AG2511 20250919 ... 9928 9884 AG
117 117 AG2512 20250919 ... 9938 9908 AG
118 118 AG2601 20250919 ... 9951 9921 AG
119 119 AG2602 20250919 ... 9960 9934 AG
120 120 AG2603 20250919 ... 9983 9939 AG
121 121 AG2604 20250919 ... 9989 9961 AG
122 122 AG2605 20250919 ... 10006 9971 AG
123 123 AG2606 20250919 ... 10021 9976 AG
124 124 AG2607 20250919 ... 10032 10001 AG
125 125 AG2608 20250919 ... 10046 10003 AG
126 126 AG2609 20250919 ... 10059 10025 AG
127 127 RB2510 20250919 ... 3069 3057 RB
128 128 RB2511 20250919 ... 3083 3075 RB
129 129 RB2512 20250919 ... 3139 3131 RB
130 130 RB2601 20250919 ... 3158 3149 RB
131 131 RB2602 20250919 ... 3162 3155 RB
132 132 RB2603 20250919 ... 3184 3179 RB
133 133 RB2604 20250919 ... 3198 3217 RB
134 134 RB2605 20250919 ... 3218 3208 RB
135 135 RB2606 20250919 ... 3230 3227 RB
136 136 RB2607 20250919 ... 3241 3240 RB
137 137 RB2608 20250919 ... 3239 3238 RB
138 138 RB2609 20250919 ... 3253 3242 RB
139 139 WR2510 20250919 ... 3283 3279 WR
140 140 WR2511 20250919 ... 3302 3302 WR
141 141 WR2512 20250919 ... 3324 3324 WR
142 142 WR2601 20250919 ... 3349 3349 WR
143 143 WR2602 20250919 ... 3358 3358 WR
144 144 WR2603 20250919 ... 3399 3395 WR
145 145 WR2604 20250919 ... 3389 3389 WR
146 146 WR2605 20250919 ... 3414 3414 WR
147 147 WR2606 20250919 ... 3372 3372 WR
148 148 WR2607 20250919 ... 3390 3390 WR
149 149 WR2608 20250919 ... 3399 3399 WR
150 150 WR2609 20250919 ... 3466 3553 WR
151 151 HC2510 20250919 ... 3400 3403 HC
152 152 HC2511 20250919 ... 3382 3390 HC
153 153 HC2512 20250919 ... 3370 3383 HC
154 154 HC2601 20250919 ... 3362 3368 HC
155 155 HC2602 20250919 ... 3360 3374 HC
156 156 HC2603 20250919 ... 3365 3370 HC
157 157 HC2604 20250919 ... 3371 3373 HC
158 158 HC2605 20250919 ... 3372 3377 HC
159 159 HC2606 20250919 ... 3377 3395 HC
160 160 HC2607 20250919 ... 3384 3402 HC
161 161 HC2608 20250919 ... 3381 3385 HC
162 162 HC2609 20250919 ... 3401 3407 HC
163 163 SS2510 20250919 ... 12755 12790 SS
164 164 SS2511 20250919 ... 12870 12910 SS
165 165 SS2512 20250919 ... 12910 12950 SS
166 166 SS2601 20250919 ... 12970 13020 SS
167 167 SS2602 20250919 ... 13025 13095 SS
168 168 SS2603 20250919 ... 13105 13145 SS
169 169 SS2604 20250919 ... 13155 13205 SS
170 170 SS2605 20250919 ... 13225 13280 SS
171 171 SS2606 20250919 ... 13315 13315 SS
172 172 SS2607 20250919 ... 13350 13350 SS
173 173 SS2608 20250919 ... 13400 13415 SS
174 174 SS2609 20250919 ... 13475 13495 SS
175 175 SC2510 20250919 ... 492.1 495.5 SC
176 176 SC2511 20250919 ... 491.2 496.3 SC
177 177 SC2512 20250919 ... 489.8 493.5 SC
178 178 SC2601 20250919 ... 488.5 491.9 SC
179 179 SC2602 20250919 ... 486.6 490.4 SC
180 180 SC2603 20250919 ... 486 489.8 SC
181 181 SC2604 20250919 ... 486 488 SC
182 182 SC2605 20250919 ... 485.4 487.2 SC
183 183 SC2606 20250919 ... 485.8 487 SC
184 184 SC2607 20250919 ... 484.6 485.2 SC
185 185 SC2608 20250919 ... 483 483.9 SC
186 186 SC2609 20250919 ... 480.8 483.8 SC
187 187 SC2612 20250919 ... 477.1 482.5 SC
188 188 SC2703 20250919 ... 475.1 475.1 SC
189 189 SC2706 20250919 ... 469.2 476.8 SC
190 190 SC2709 20250919 ... 473.2 473.2 SC
191 191 SC2712 20250919 ... 472.9 474.1 SC
192 192 SC2803 20250919 ... 471 471.2 SC
193 193 SC2806 20250919 ... 467.5 472.5 SC
194 194 SC2809 20250919 ... 465.7 465.7 SC
195 195 LU2510 20250919 ... 3372 3418 LU
196 196 LU2511 20250919 ... 3405 3428 LU
197 197 LU2512 20250919 ... 3388 3410 LU
198 198 LU2601 20250919 ... 3382 3403 LU
199 199 LU2602 20250919 ... 3362 3389 LU
200 200 LU2603 20250919 ... 3362 3378 LU
201 201 LU2604 20250919 ... 3345 3365 LU
202 202 LU2605 20250919 ... 3346 3374 LU
203 203 LU2606 20250919 ... 3352 3360 LU
204 204 LU2607 20250919 ... 3350 3358 LU
205 205 LU2608 20250919 ... 3342 3346 LU
206 206 LU2609 20250919 ... 3329 3325 LU
207 207 FU2510 20250919 ... 2834 2811 FU
208 208 FU2511 20250919 ... 2850 2834 FU
209 209 FU2512 20250919 ... 2830 2821 FU
210 210 FU2601 20250919 ... 2818 2807 FU
211 211 FU2602 20250919 ... 2795 2788 FU
212 212 FU2603 20250919 ... 2788 2779 FU
213 213 FU2604 20250919 ... 2783 2773 FU
214 214 FU2605 20250919 ... 2772 2763 FU
215 215 FU2606 20250919 ... 2756 2749 FU
216 216 FU2607 20250919 ... 2737 2738 FU
217 217 FU2608 20250919 ... 2729 2727 FU
218 218 FU2609 20250919 ... 2711 2707 FU
219 219 BU2510 20250919 ... 3433 3443 BU
220 220 BU2511 20250919 ... 3425 3436 BU
221 221 BU2512 20250919 ... 3381 3393 BU
222 222 BU2601 20250919 ... 3361 3375 BU
223 223 BU2602 20250919 ... 3363 3377 BU
224 224 BU2603 20250919 ... 3364 3382 BU
225 225 BU2604 20250919 ... 3364 3367 BU
226 226 BU2605 20250919 ... 3347 3375 BU
227 227 BU2606 20250919 ... 3356 3371 BU
228 228 BU2607 20250919 ... 3348 3348 BU
229 229 BU2608 20250919 ... 3369 3369 BU
230 230 BU2609 20250919 ... 3349 3356 BU
231 231 BU2612 20250919 ... 3314 3314 BU
232 232 BU2703 20250919 ... 3312 3322 BU
233 233 BU2706 20250919 ... 3318 3331 BU
234 234 BU2709 20250919 ... 3342 3314 BU
235 235 BR2510 20250919 ... 11545 11510 BR
236 236 BR2511 20250919 ... 11470 11455 BR
237 237 BR2512 20250919 ... 11460 11450 BR
238 238 BR2601 20250919 ... 11470 11470 BR
239 239 BR2602 20250919 ... 11500 11460 BR
240 240 BR2603 20250919 ... 11475 11490 BR
241 241 BR2604 20250919 ... 11535 11560 BR
242 242 BR2605 20250919 ... 11525 11500 BR
243 243 BR2606 20250919 ... 11630 11635 BR
244 244 BR2607 20250919 ... 11715 11715 BR
245 245 BR2608 20250919 ... 11770 11780 BR
246 246 BR2609 20250919 ... 11645 11675 BR
247 247 RU2510 20250919 ... 14670 14740 RU
248 248 RU2511 20250919 ... 14645 14700 RU
249 249 RU2601 20250919 ... 15530 15630 RU
250 250 RU2603 20250919 ... 15525 15705 RU
251 251 RU2604 20250919 ... 15505 15650 RU
252 252 RU2605 20250919 ... 15515 15610 RU
253 253 RU2606 20250919 ... 15565 15670 RU
254 254 RU2607 20250919 ... 15585 15780 RU
255 255 RU2608 20250919 ... 15585 15660 RU
256 256 RU2609 20250919 ... 15570 15665 RU
257 257 NR2510 20250919 ... 12280 12305 NR
258 258 NR2511 20250919 ... 12290 12330 NR
259 259 NR2512 20250919 ... 12335 12355 NR
260 260 NR2601 20250919 ... 12370 12400 NR
261 261 NR2602 20250919 ... 12405 12455 NR
262 262 NR2603 20250919 ... 12375 12435 NR
263 263 NR2604 20250919 ... 12435 12405 NR
264 264 NR2605 20250919 ... 12470 12455 NR
265 265 NR2606 20250919 ... 12440 12440 NR
266 266 NR2607 20250919 ... 12650 12655 NR
267 267 NR2608 20250919 ... 12685 12685 NR
268 268 NR2609 20250919 ... 12510 12510 NR
269 269 SP2510 20250919 ... 4990 4986 SP
270 270 SP2511 20250919 ... 5020 5008 SP
271 271 SP2512 20250919 ... 5038 5026 SP
272 272 SP2601 20250919 ... 5320 5318 SP
273 273 SP2602 20250919 ... 5310 5316 SP
274 274 SP2603 20250919 ... 5324 5328 SP
275 275 SP2604 20250919 ... 5322 5318 SP
276 276 SP2605 20250919 ... 5338 5336 SP
277 277 SP2606 20250919 ... 5338 5342 SP
278 278 SP2607 20250919 ... 5346 5346 SP
279 279 SP2608 20250919 ... 5344 5338 SP
280 280 SP2609 20250919 ... 5354 5352 SP
281 281 OP2601 20250919 ... 4232 4232 OP
282 282 OP2602 20250919 ... 4232 4234 OP
283 283 OP2603 20250919 ... 4238 4228 OP
284 284 OP2604 20250919 ... 4260 4260 OP
285 285 OP2605 20250919 ... 4256 4256 OP
286 286 OP2606 20250919 ... 4242 4242 OP
287 287 OP2607 20250919 ... 4258 4262 OP
288 288 OP2608 20250919 ... 4244 4242 OP
289 289 OP2609 20250919 ... 4342 4256 OP
290 290 EC2510 20250919 ... 1072.3 1117.6 EC
291 291 EC2512 20250919 ... 1626.1 1663 EC
292 292 EC2602 20250919 ... 1552.7 1564.7 EC
293 293 EC2604 20250919 ... 1250.7 1271.7 EC
294 294 EC2606 20250919 ... 1438.3 1456.6 EC
295 295 EC2608 20250919 ... 1595 1615.3 EC
296 297 SC_TAS2511 20250919 ... SC_TAS
297 298 SC_TAS2512 20250919 ... SC_TAS
298 299 SC_TAS2601 20250919 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 18:25:41,588 - future_1d - INFO - ak.get_shfe_daily('2025-09-19') done
2025-09-25 18:25:43,348 - future_1d - INFO - save future_daily 2025-09-19 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250922 52995.0 ... 51890.0 53040.0 PS
1 PS2511 20250922 52925.0 ... 51675.0 52910.0 PS
2 PS2512 20250922 55290.0 ... 54225.0 55320.0 PS
3 PS2601 20250922 55300.0 ... 54065.0 55030.0 PS
4 PS2602 20250922 55385.0 ... 54595.0 55135.0 PS
5 PS2603 20250922 55455.0 ... 54490.0 55205.0 PS
6 PS2604 20250922 55475.0 ... 54165.0 54950.0 PS
7 PS2605 20250922 55385.0 ... 53990.0 54930.0 PS
8 PS2606 20250922 57600.0 ... 56335.0 56920.0 PS
9 PS2607 20250922 57685.0 ... 56470.0 56815.0 PS
10 PS2608 20250922 57560.0 ... 56380.0 57180.0 PS
11 PS2609 20250922 56810.0 ... 56245.0 56995.0 PS
13 SI2510 20250922 9275.0 ... 9110.0 8975.0 SI
14 SI2511 20250922 9285.0 ... 9135.0 9025.0 SI
15 SI2512 20250922 9855.0 ... 9520.0 9420.0 SI
16 SI2601 20250922 9690.0 ... 9515.0 9405.0 SI
17 SI2602 20250922 9650.0 ... 9525.0 9425.0 SI
18 SI2603 20250922 9690.0 ... 9510.0 9500.0 SI
19 SI2604 20250922 9665.0 ... 9500.0 9550.0 SI
20 SI2605 20250922 9655.0 ... 9520.0 9405.0 SI
21 SI2606 20250922 9645.0 ... 9545.0 9470.0 SI
22 SI2607 20250922 9640.0 ... 9510.0 9480.0 SI
23 SI2608 20250922 9605.0 ... 9560.0 9475.0 SI
24 SI2609 20250922 9665.0 ... 9575.0 9440.0 SI
27 LC2510 20250922 74020.0 ... 73660.0 73320.0 LC
28 LC2511 20250922 74580.0 ... 73780.0 73460.0 LC
29 LC2512 20250922 74460.0 ... 73940.0 73600.0 LC
30 LC2601 20250922 73840.0 ... 73880.0 73620.0 LC
31 LC2602 20250922 74560.0 ... 73580.0 73280.0 LC
32 LC2603 20250922 74360.0 ... 73840.0 73480.0 LC
33 LC2604 20250922 74640.0 ... 74240.0 74060.0 LC
34 LC2605 20250922 74500.0 ... 74280.0 74040.0 LC
35 LC2606 20250922 74560.0 ... 74180.0 73840.0 LC
36 LC2607 20250922 74080.0 ... 73980.0 73700.0 LC
37 LC2608 20250922 74160.0 ... 74100.0 73740.0 LC
38 LC2609 20250922 74120.0 ... 74020.0 73820.0 LC
[36 rows x 12 columns]
2025-09-25 18:25:52,333 - future_1d - INFO - ak.get_gfex_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 SC2510 20250922 490 ... 485.5 492.1 SC
1 SC2511 20250922 485.2 ... 484.2 491.2 SC
2 SC2512 20250922 485.9 ... 483.6 489.8 SC
3 SC2601 20250922 484.3 ... 482.9 488.5 SC
4 SC2602 20250922 482.6 ... 481.8 486.6 SC
5 SC2603 20250922 482 ... 481.1 486 SC
6 SC2604 20250922 481.2 ... 481.3 486 SC
7 SC2605 20250922 481.2 ... 480.9 485.4 SC
8 SC2606 20250922 481.7 ... 480.2 485.8 SC
9 SC2607 20250922 480 ... 480.4 484.6 SC
10 SC2608 20250922 478.5 ... 478 483 SC
11 SC2609 20250922 477.6 ... 477.7 480.8 SC
12 SC2612 20250922 473.9 ... 473.9 477.1 SC
13 SC2703 20250922 ... 475.1 475.1 SC
14 SC2706 20250922 ... 469.2 469.2 SC
15 SC2709 20250922 ... 473.2 473.2 SC
16 SC2712 20250922 466.3 ... 466.3 472.9 SC
17 SC2803 20250922 ... 470 471 SC
18 SC2806 20250922 462.7 ... 462.8 467.5 SC
19 SC2809 20250922 ... 465.7 465.7 SC
21 LU2510 20250922 3368 ... 3351 3372 LU
22 LU2511 20250922 3392 ... 3373 3405 LU
23 LU2512 20250922 3363 ... 3354 3388 LU
24 LU2601 20250922 3360 ... 3342 3382 LU
25 LU2602 20250922 3335 ... 3334 3362 LU
26 LU2603 20250922 3331 ... 3326 3362 LU
27 LU2604 20250922 3323 ... 3323 3345 LU
28 LU2605 20250922 3320 ... 3326 3346 LU
29 LU2606 20250922 3309 ... 3319 3352 LU
30 LU2607 20250922 3304 ... 3307 3350 LU
31 LU2608 20250922 3305 ... 3306 3342 LU
32 LU2609 20250922 3292 ... 3292 3329 LU
34 NR2510 20250922 12300 ... 12340 12280 NR
35 NR2511 20250922 12340 ... 12365 12290 NR
36 NR2512 20250922 12340 ... 12385 12335 NR
37 NR2601 20250922 12395 ... 12405 12370 NR
38 NR2602 20250922 12425 ... 12420 12405 NR
39 NR2603 20250922 12405 ... 12385 12375 NR
40 NR2604 20250922 12465 ... 12440 12435 NR
41 NR2605 20250922 12485 ... 12485 12470 NR
42 NR2606 20250922 12510 ... 12495 12440 NR
43 NR2607 20250922 ... 12650 12650 NR
44 NR2608 20250922 ... 12685 12685 NR
45 NR2609 20250922 ... 12510 12510 NR
47 BC2510 20250922 70780 ... 71050 70760 BC
48 BC2511 20250922 70970 ... 71120 70890 BC
49 BC2512 20250922 ... 71490 71670 BC
50 BC2601 20250922 71300 ... 71300 71000 BC
51 BC2602 20250922 ... 71100 71100 BC
52 BC2603 20250922 ... 71210 71200 BC
53 BC2604 20250922 ... 71300 71300 BC
54 BC2605 20250922 ... 71300 71300 BC
55 BC2606 20250922 ... 71400 71400 BC
56 BC2607 20250922 ... 71400 71400 BC
57 BC2608 20250922 ... 71400 71400 BC
58 BC2609 20250922 ... 71550 71550 BC
60 EC2510 20250922 1067 ... 1102 1072.3 EC
61 EC2512 20250922 1651.1 ... 1669.2 1626.1 EC
62 EC2602 20250922 1601.7 ... 1586.4 1552.7 EC
63 EC2604 20250922 1265 ... 1274.4 1250.7 EC
64 EC2606 20250922 1449.5 ... 1454.8 1438.3 EC
65 EC2608 20250922 1599 ... 1606.8 1595 EC
68 SC_TAS2511 20250922 ... SC_TAS
69 SC_TAS2512 20250922 ... SC_TAS
70 SC_TAS2601 20250922 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 18:25:52,442 - future_1d - INFO - ak.get_ine_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 a2511 20250922 3908.00 ... 3911.00 3906.00 A
1 a2601 20250922 3902.00 ... 3908.00 3903.00 A
2 a2603 20250922 3903.00 ... 3912.00 3909.00 A
3 a2605 20250922 3947.00 ... 3949.00 3948.00 A
4 a2607 20250922 3953.00 ... 3954.00 3952.00 A
5 a2609 20250922 3960.00 ... 3961.00 3961.00 A
6 b2510 20250922 3678.00 ... 3686.00 3687.00 B
7 b2511 20250922 3694.00 ... 3716.00 3685.00 B
8 b2512 20250922 3726.00 ... 3746.00 3719.00 B
9 b2601 20250922 3723.00 ... 3733.00 3715.00 B
10 b2602 20250922 3723.00 ... 3727.00 3706.00 B
11 b2603 20250922 3671.00 ... 3683.00 3658.00 B
12 b2604 20250922 3569.00 ... 3573.00 3558.00 B
13 b2605 20250922 3497.00 ... 3496.00 3489.00 B
14 b2606 20250922 3475.00 ... 3475.00 3465.00 B
15 b2607 20250922 3471.00 ... 3475.00 3464.00 B
16 b2608 20250922 3563.00 ... 3566.00 3521.00 B
17 b2609 20250922 3582.00 ... 3583.00 3578.00 B
18 bb2511 20250922 142.05 ... 142.05 142.00 BB
19 bb2601 20250922 146.05 ... 146.50 146.65 BB
20 bb2603 20250922 147.05 ... 146.80 146.85 BB
21 bb2605 20250922 0.00 ... 141.45 141.45 BB
22 bb2607 20250922 0.00 ... 146.20 146.20 BB
23 bb2609 20250922 0.00 ... 146.20 146.20 BB
24 bz2603 20250922 5977.00 ... 5922.00 5979.00 BZ
25 bz2604 20250922 5949.00 ... 5904.00 5947.00 BZ
26 bz2605 20250922 5953.00 ... 5927.00 5975.00 BZ
27 bz2606 20250922 5936.00 ... 5936.00 5954.00 BZ
28 bz2607 20250922 5935.00 ... 5935.00 5980.00 BZ
29 bz2608 20250922 0.00 ... 5884.00 5949.00 BZ
30 c2511 20250922 2169.00 ... 2163.00 2171.00 C
31 c2601 20250922 2158.00 ... 2148.00 2161.00 C
32 c2603 20250922 2166.00 ... 2159.00 2171.00 C
33 c2605 20250922 2225.00 ... 2218.00 2228.00 C
34 c2607 20250922 2237.00 ... 2231.00 2239.00 C
35 c2609 20250922 2251.00 ... 2247.00 2234.00 C
36 cs2511 20250922 2463.00 ... 2453.00 2468.00 CS
37 cs2601 20250922 2480.00 ... 2467.00 2483.00 CS
38 cs2603 20250922 2483.00 ... 2473.00 2489.00 CS
39 cs2605 20250922 2562.00 ... 2554.00 2570.00 CS
40 cs2607 20250922 2574.00 ... 2562.00 2573.00 CS
41 cs2609 20250922 2597.00 ... 2591.00 2597.00 CS
42 eb2509 20250922 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250922 7000.00 ... 6947.00 7021.00 EB
44 eb2511 20250922 6992.00 ... 6952.00 7024.00 EB
45 eb2512 20250922 7013.00 ... 6970.00 7033.00 EB
46 eb2601 20250922 7050.00 ... 7012.00 7070.00 EB
47 eb2602 20250922 7095.00 ... 7058.00 7104.00 EB
48 eb2603 20250922 7127.00 ... 7095.00 7131.00 EB
49 eb2604 20250922 7149.00 ... 7110.00 7171.00 EB
50 eb2605 20250922 7174.00 ... 7145.00 7185.00 EB
51 eb2606 20250922 7182.00 ... 7173.00 7260.00 EB
52 eb2607 20250922 7137.00 ... 7137.00 7276.00 EB
53 eb2608 20250922 0.00 ... 7243.00 7246.00 EB
54 eg2509 20250922 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250922 4298.00 ... 4279.00 4282.00 EG
56 eg2511 20250922 4234.00 ... 4234.00 4247.00 EG
57 eg2512 20250922 4236.00 ... 4246.00 4240.00 EG
58 eg2601 20250922 4260.00 ... 4249.00 4259.00 EG
59 eg2602 20250922 4241.00 ... 4241.00 4265.00 EG
60 eg2603 20250922 4265.00 ... 4271.00 4266.00 EG
61 eg2604 20250922 4296.00 ... 4294.00 4314.00 EG
62 eg2605 20250922 4326.00 ... 4305.00 4314.00 EG
63 eg2606 20250922 4315.00 ... 4311.00 4311.00 EG
64 eg2607 20250922 4316.00 ... 4321.00 4321.00 EG
65 eg2608 20250922 0.00 ... 4378.00 4399.00 EG
66 fb2510 20250922 1258.50 ... 1259.00 1259.50 FB
67 fb2511 20250922 1255.50 ... 1254.00 1254.00 FB
68 fb2512 20250922 1253.50 ... 1254.50 1255.00 FB
69 fb2601 20250922 1254.50 ... 1255.50 1253.50 FB
70 fb2602 20250922 1256.00 ... 1255.50 1254.00 FB
71 fb2603 20250922 1249.00 ... 1247.50 1247.00 FB
72 fb2604 20250922 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250922 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250922 0.00 ... 1294.50 1298.00 FB
75 fb2607 20250922 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250922 1308.50 ... 1308.00 1270.00 FB
77 fb2609 20250922 0.00 ... 1296.00 1296.00 FB
78 i2510 20250922 827.00 ... 828.50 823.50 I
79 i2511 20250922 822.00 ... 824.50 819.00 I
80 i2512 20250922 817.00 ... 819.00 813.00 I
81 i2601 20250922 811.00 ... 812.50 805.50 I
82 i2602 20250922 806.00 ... 808.00 801.00 I
83 i2603 20250922 800.50 ... 802.00 795.50 I
84 i2604 20250922 796.00 ... 796.50 790.50 I
85 i2605 20250922 787.00 ... 790.00 784.00 I
86 i2606 20250922 783.00 ... 784.00 778.50 I
87 i2607 20250922 777.50 ... 779.50 773.50 I
88 i2608 20250922 772.50 ... 774.50 768.50 I
89 i2609 20250922 766.00 ... 768.50 762.50 I
90 j2510 20250922 1622.50 ... 1621.50 1624.00 J
91 j2511 20250922 1668.50 ... 1653.00 1657.50 J
92 j2512 20250922 1701.50 ... 1698.00 1700.00 J
93 j2601 20250922 1740.00 ... 1729.00 1725.50 J
94 j2602 20250922 1761.00 ... 1760.00 1754.00 J
95 j2603 20250922 1782.50 ... 1783.00 1763.50 J
96 j2604 20250922 0.00 ... 1814.00 1814.00 J
97 j2605 20250922 1875.00 ... 1868.50 1866.50 J
98 j2606 20250922 1899.00 ... 1899.50 1866.50 J
99 j2607 20250922 1910.00 ... 1902.50 1878.50 J
100 j2608 20250922 1931.00 ... 1931.50 1891.00 J
101 j2609 20250922 1954.00 ... 1948.00 1923.50 J
102 jd2509 20250922 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250922 3038.00 ... 3003.00 3038.00 JD
104 jd2511 20250922 3124.00 ... 3096.00 3122.00 JD
105 jd2512 20250922 3256.00 ... 3224.00 3259.00 JD
106 jd2601 20250922 3415.00 ... 3381.00 3423.00 JD
107 jd2602 20250922 3160.00 ... 3135.00 3160.00 JD
108 jd2603 20250922 3181.00 ... 3156.00 3183.00 JD
109 jd2604 20250922 3352.00 ... 3324.00 3349.00 JD
110 jd2605 20250922 3478.00 ... 3443.00 3466.00 JD
111 jd2606 20250922 3276.00 ... 3254.00 3274.00 JD
112 jd2607 20250922 3508.00 ... 3492.00 3504.00 JD
113 jd2608 20250922 3928.00 ... 3924.00 3927.00 JD
114 jm2510 20250922 1040.50 ... 1036.00 1029.50 JM
115 jm2511 20250922 1091.00 ... 1085.50 1078.00 JM
116 jm2512 20250922 1165.00 ... 1155.50 1148.50 JM
117 jm2601 20250922 1236.50 ... 1229.00 1216.00 JM
118 jm2602 20250922 1259.50 ... 1251.00 1244.50 JM
119 jm2603 20250922 1282.50 ... 1277.50 1271.00 JM
120 jm2604 20250922 1308.00 ... 1304.00 1293.50 JM
121 jm2605 20250922 1339.00 ... 1323.00 1312.50 JM
122 jm2606 20250922 1359.00 ... 1347.50 1328.50 JM
123 jm2607 20250922 1367.00 ... 1361.00 1341.50 JM
124 jm2608 20250922 1378.00 ... 1370.00 1357.00 JM
125 jm2609 20250922 1398.00 ... 1389.50 1380.50 JM
126 l2510 20250922 7104.00 ... 7074.00 7095.00 L
127 l2511 20250922 7105.00 ... 7107.00 7128.00 L
128 l2512 20250922 7155.00 ... 7133.00 7158.00 L
129 l2601 20250922 7169.00 ... 7153.00 7181.00 L
130 l2602 20250922 7165.00 ... 7155.00 7177.00 L
131 l2603 20250922 7191.00 ... 7167.00 7193.00 L
132 l2604 20250922 7218.00 ... 7216.00 7233.00 L
133 l2605 20250922 7231.00 ... 7204.00 7228.00 L
134 l2606 20250922 7224.00 ... 7195.00 7225.00 L
135 l2607 20250922 7241.00 ... 7206.00 7238.00 L
136 l2608 20250922 7240.00 ... 7223.00 7256.00 L
137 l2609 20250922 7266.00 ... 7237.00 7264.00 L
138 lg2509 20250922 780.00 ... 780.00 778.00 LG
139 lg2511 20250922 805.00 ... 808.00 804.00 LG
140 lg2601 20250922 818.00 ... 821.00 818.00 LG
141 lg2603 20250922 826.50 ... 826.50 824.50 LG
142 lg2605 20250922 829.00 ... 830.50 828.50 LG
143 lg2607 20250922 829.50 ... 832.50 828.50 LG
144 lh2509 20250922 12600.00 ... 12600.00 12985.00 LH
145 lh2511 20250922 12835.00 ... 12855.00 12835.00 LH
146 lh2601 20250922 13350.00 ... 13405.00 13340.00 LH
147 lh2603 20250922 12850.00 ... 12815.00 12850.00 LH
148 lh2605 20250922 13385.00 ... 13315.00 13380.00 LH
149 lh2607 20250922 14150.00 ... 13990.00 14135.00 LH
150 m2511 20250922 2981.00 ... 3003.00 2975.00 M
151 m2512 20250922 3032.00 ... 3048.00 3024.00 M
152 m2601 20250922 3014.00 ... 3030.00 3004.00 M
153 m2603 20250922 2959.00 ... 2968.00 2949.00 M
154 m2605 20250922 2787.00 ... 2784.00 2777.00 M
155 m2607 20250922 2774.00 ... 2776.00 2768.00 M
156 m2608 20250922 2893.00 ... 2887.00 2885.00 M
157 m2609 20250922 2897.00 ... 2893.00 2889.00 M
158 p2510 20250922 9214.00 ... 9244.00 9242.00 P
159 p2511 20250922 9264.00 ... 9278.00 9292.00 P
160 p2512 20250922 9294.00 ... 9292.00 9318.00 P
161 p2601 20250922 9322.00 ... 9326.00 9340.00 P
162 p2602 20250922 9300.00 ... 9276.00 9318.00 P
163 p2603 20250922 9280.00 ... 9276.00 9280.00 P
164 p2604 20250922 9200.00 ... 9216.00 9230.00 P
165 p2605 20250922 9126.00 ... 9120.00 9138.00 P
166 p2606 20250922 9008.00 ... 9002.00 9032.00 P
167 p2607 20250922 8894.00 ... 8894.00 8930.00 P
168 p2608 20250922 8842.00 ... 8834.00 8864.00 P
169 p2609 20250922 8786.00 ... 8768.00 8812.00 P
170 pg2509 20250922 3830.00 ... 3810.00 3801.00 PG
171 pg2510 20250922 4425.00 ... 4366.00 4439.00 PG
172 pg2511 20250922 4359.00 ... 4293.00 4368.00 PG
173 pg2512 20250922 4295.00 ... 4232.00 4307.00 PG
174 pg2601 20250922 4237.00 ... 4171.00 4241.00 PG
175 pg2602 20250922 4153.00 ... 4100.00 4176.00 PG
176 pg2603 20250922 4070.00 ... 4020.00 4090.00 PG
177 pg2604 20250922 4413.00 ... 4366.00 4418.00 PG
178 pg2605 20250922 4321.00 ... 4281.00 4341.00 PG
179 pg2606 20250922 4196.00 ... 4195.00 4283.00 PG
180 pg2607 20250922 4161.00 ... 4159.00 4247.00 PG
181 pg2608 20250922 4100.00 ... 4095.00 4204.00 PG
182 pp2510 20250922 6819.00 ... 6785.00 6816.00 PP
183 pp2511 20250922 6827.00 ... 6821.00 6846.00 PP
184 pp2512 20250922 6882.00 ... 6857.00 6883.00 PP
185 pp2601 20250922 6917.00 ... 6895.00 6917.00 PP
186 pp2602 20250922 6900.00 ... 6882.00 6900.00 PP
187 pp2603 20250922 6905.00 ... 6870.00 6899.00 PP
188 pp2604 20250922 6941.00 ... 6911.00 6927.00 PP
189 pp2605 20250922 6967.00 ... 6942.00 6959.00 PP
190 pp2606 20250922 6904.00 ... 6903.00 6921.00 PP
191 pp2607 20250922 6906.00 ... 6878.00 6890.00 PP
192 pp2608 20250922 6922.00 ... 6894.00 6900.00 PP
193 pp2609 20250922 6944.00 ... 6931.00 6926.00 PP
194 rr2510 20250922 3609.00 ... 3610.00 3608.00 RR
195 rr2511 20250922 3613.00 ... 3615.00 3614.00 RR
196 rr2512 20250922 3602.00 ... 3613.00 3605.00 RR
197 rr2601 20250922 3616.00 ... 3624.00 3620.00 RR
198 rr2602 20250922 3607.00 ... 3608.00 3603.00 RR
199 rr2603 20250922 3611.00 ... 3611.00 3608.00 RR
200 rr2604 20250922 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250922 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250922 0.00 ... 3600.00 3597.00 RR
203 rr2607 20250922 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250922 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250922 0.00 ... 3614.00 3614.00 RR
206 v2510 20250922 4841.00 ... 4837.00 4834.00 V
207 v2511 20250922 4870.00 ... 4867.00 4867.00 V
208 v2512 20250922 4926.00 ... 4903.00 4908.00 V
209 v2601 20250922 4955.00 ... 4955.00 4949.00 V
210 v2602 20250922 5017.00 ... 5001.00 4984.00 V
211 v2603 20250922 5040.00 ... 5035.00 5016.00 V
212 v2604 20250922 5241.00 ... 5246.00 5222.00 V
213 v2605 20250922 5259.00 ... 5259.00 5252.00 V
214 v2606 20250922 5305.00 ... 5286.00 5286.00 V
215 v2607 20250922 5338.00 ... 5318.00 5314.00 V
216 v2608 20250922 5383.00 ... 5347.00 5342.00 V
217 v2609 20250922 5391.00 ... 5385.00 5374.00 V
218 y2511 20250922 8334.00 ... 8376.00 8350.00 Y
219 y2512 20250922 8380.00 ... 8402.00 8390.00 Y
220 y2601 20250922 8320.00 ... 8348.00 8336.00 Y
221 y2603 20250922 8258.00 ... 8282.00 8276.00 Y
222 y2605 20250922 8048.00 ... 8066.00 8060.00 Y
223 y2607 20250922 8008.00 ... 8026.00 8014.00 Y
224 y2608 20250922 8000.00 ... 8036.00 8024.00 Y
225 y2609 20250922 7988.00 ... 8000.00 7992.00 Y
[226 rows x 12 columns]
2025-09-25 18:25:53,059 - future_1d - INFO - ak.get_dce_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 IC2510 20250922 7111.000 ... 7124.600 7117.800 IC
1 IC2511 20250922 7088.800 ... 7056.600 7117.800 IC
2 IC2512 20250922 7007.000 ... 6995.000 6999.000 IC
3 IC2603 20250922 6840.000 ... 6825.000 6831.000 IC
4 IF2510 20250922 4492.200 ... 4497.400 4495.000 IF
5 IF2511 20250922 4492.800 ... 4481.800 4495.000 IF
6 IF2512 20250922 4475.000 ... 4472.400 4470.400 IF
7 IF2603 20250922 4447.600 ... 4448.800 4446.600 IF
8 IH2510 20250922 2914.200 ... 2917.000 2917.400 IH
9 IH2511 20250922 2904.400 ... 2915.800 2917.400 IH
10 IH2512 20250922 2914.200 ... 2917.400 2917.400 IH
11 IH2603 20250922 2915.600 ... 2918.800 2919.600 IH
12 IM2510 20250922 7382.000 ... 7373.800 7361.000 IM
13 IM2511 20250922 7311.800 ... 7290.800 7361.000 IM
14 IM2512 20250922 7209.000 ... 7211.000 7202.200 IM
15 IM2603 20250922 7000.000 ... 7002.600 6994.000 IM
16 T2512 20250922 107.810 ... 107.945 107.755 T
17 T2603 20250922 107.510 ... 107.595 107.420 T
18 T2606 20250922 107.335 ... 107.460 107.285 T
19 TF2512 20250922 105.675 ... 105.760 105.630 TF
20 TF2603 20250922 105.515 ... 105.620 105.510 TF
21 TF2606 20250922 105.500 ... 105.555 105.420 TF
22 TL2512 20250922 114.900 ... 115.090 114.880 TL
23 TL2603 20250922 114.620 ... 114.750 114.570 TL
24 TL2606 20250922 114.600 ... 114.770 114.540 TL
25 TS2512 20250922 102.370 ... 102.396 102.358 TS
26 TS2603 20250922 102.276 ... 102.324 102.292 TS
27 TS2606 20250922 102.298 ... 102.300 102.274 TS
[28 rows x 12 columns]
2025-09-25 18:25:53,397 - future_1d - INFO - ak.get_cffex_daily('2025-09-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250922 8479.0 8495.0 ... 35108.28 8448.0 8437.0 AP
1 AP511 20250922 8237.0 8285.0 ... 9132.05 8220.0 8233.0 AP
2 AP512 20250922 8216.0 8278.0 ... 1033.84 8205.0 8225.0 AP
3 AP601 20250922 8273.0 8350.0 ... 699317.95 8256.0 8290.0 AP
4 AP603 20250922 8166.0 8225.0 ... 931.58 8172.0 8183.0 AP
5 AP604 20250922 8107.0 8206.0 ... 326.76 8169.0 8194.0 AP
6 AP605 20250922 8240.0 8242.0 ... 7842.30 8195.0 8252.0 AP
7 CF511 20250922 13615.0 13640.0 ... 333313.68 13520.0 13625.0 CF
8 CF601 20250922 13740.0 13755.0 ... 2286431.97 13635.0 13745.0 CF
9 CF603 20250922 13700.0 13725.0 ... 4414.14 13605.0 13705.0 CF
10 CF605 20250922 13715.0 13745.0 ... 300977.45 13640.0 13715.0 CF
11 CF607 20250922 13735.0 13760.0 ... 2381.47 13645.0 13740.0 CF
12 CF609 20250922 13900.0 13920.0 ... 746.54 13825.0 13900.0 CF
13 CJ512 20250922 10680.0 10815.0 ... 6882.28 10695.0 10650.0 CJ
14 CJ601 20250922 10680.0 10835.0 ... 696790.67 10710.0 10680.0 CJ
15 CJ603 20250922 10620.0 10790.0 ... 17190.45 10665.0 10655.0 CJ
16 CJ605 20250922 10710.0 10825.0 ... 149851.15 10680.0 10725.0 CJ
17 CJ607 20250922 10795.0 10935.0 ... 5888.40 10785.0 10850.0 CJ
18 CJ609 20250922 10865.0 11020.0 ... 998.03 10905.0 10950.0 CJ
19 CY510 20250922 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250922 19765.0 19815.0 ... 120128.69 19665.0 19775.0 CY
21 CY512 20250922 0.0 0.0 ... 0.00 19590.0 19690.0 CY
22 CY601 20250922 19765.0 19825.0 ... 1182.01 19700.0 19800.0 CY
23 CY602 20250922 0.0 0.0 ... 0.00 19790.0 19810.0 CY
24 CY603 20250922 19705.0 19705.0 ... 9.85 19705.0 20160.0 CY
25 CY604 20250922 0.0 0.0 ... 0.00 19790.0 19945.0 CY
26 CY605 20250922 0.0 0.0 ... 0.00 19910.0 19990.0 CY
27 CY606 20250922 0.0 0.0 ... 0.00 19845.0 19975.0 CY
28 CY607 20250922 0.0 0.0 ... 0.00 20150.0 20290.0 CY
29 CY608 20250922 0.0 0.0 ... 0.00 19810.0 19935.0 CY
30 CY609 20250922 19945.0 20120.0 ... 60.10 20035.0 20240.0 CY
31 FG510 20250922 1101.0 1106.0 ... 6999.80 1089.0 1093.0 FG
32 FG511 20250922 1102.0 1107.0 ... 226888.15 1087.0 1095.0 FG
33 FG512 20250922 1216.0 1230.0 ... 123497.19 1211.0 1214.0 FG
34 FG601 20250922 1220.0 1230.0 ... 4208149.81 1212.0 1212.0 FG
35 FG602 20250922 1276.0 1285.0 ... 73961.48 1263.0 1268.0 FG
36 FG603 20250922 1285.0 1290.0 ... 1857.36 1274.0 1268.0 FG
37 FG604 20250922 1346.0 1351.0 ... 695.16 1332.0 1329.0 FG
38 FG605 20250922 1350.0 1355.0 ... 151749.60 1339.0 1337.0 FG
39 FG606 20250922 1376.0 1383.0 ... 614.91 1366.0 1365.0 FG
40 FG607 20250922 1375.0 1382.0 ... 2511.37 1366.0 1363.0 FG
41 FG608 20250922 1408.0 1415.0 ... 1299.50 1400.0 1395.0 FG
42 FG609 20250922 1405.0 1417.0 ... 5698.48 1405.0 1397.0 FG
43 JR511 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250922 2270.0 2274.0 ... 2445.91 2263.0 2264.0 MA
52 MA511 20250922 2296.0 2303.0 ... 166979.42 2291.0 2289.0 MA
53 MA512 20250922 2339.0 2341.0 ... 146417.13 2330.0 2333.0 MA
54 MA601 20250922 2364.0 2366.0 ... 1077703.27 2353.0 2356.0 MA
55 MA602 20250922 2380.0 2386.0 ... 30610.13 2374.0 2373.0 MA
56 MA603 20250922 2396.0 2405.0 ... 812.80 2398.0 2398.0 MA
57 MA604 20250922 2391.0 2400.0 ... 16.75 2393.0 2393.0 MA
58 MA605 20250922 2382.0 2390.0 ... 71305.63 2379.0 2382.0 MA
59 MA606 20250922 2392.0 2392.0 ... 14.31 2386.0 2385.0 MA
60 MA607 20250922 2368.0 2377.0 ... 68.64 2367.0 2373.0 MA
61 MA608 20250922 2355.0 2366.0 ... 61.36 2360.0 2368.0 MA
62 MA609 20250922 2351.0 2351.0 ... 2101.01 2337.0 2353.0 MA
63 OI511 20250922 10252.0 10327.0 ... 539379.81 10272.0 10221.0 OI
64 OI601 20250922 10079.0 10161.0 ... 2782367.67 10102.0 10046.0 OI
65 OI603 20250922 9814.0 9890.0 ... 4088.33 9851.0 9788.0 OI
66 OI605 20250922 9561.0 9647.0 ... 111614.49 9607.0 9558.0 OI
67 OI607 20250922 9552.0 9589.0 ... 1253.45 9568.0 9505.0 OI
68 OI609 20250922 9518.0 9546.0 ... 1058.11 9532.0 9482.0 OI
69 PF510 20250922 6306.0 6318.0 ... 6396.85 6296.0 6322.0 PF
70 PF511 20250922 6288.0 6306.0 ... 628345.90 6278.0 6320.0 PF
71 PF512 20250922 6266.0 6276.0 ... 347956.60 6244.0 6304.0 PF
72 PF601 20250922 6300.0 6322.0 ... 37718.83 6298.0 6340.0 PF
73 PF602 20250922 6310.0 6328.0 ... 64821.82 6300.0 6358.0 PF
74 PF603 20250922 6318.0 6330.0 ... 75.75 6314.0 6346.0 PF
75 PF604 20250922 6372.0 6372.0 ... 12.73 6366.0 6406.0 PF
76 PF605 20250922 6396.0 6396.0 ... 60.58 6378.0 6416.0 PF
77 PF606 20250922 6378.0 6378.0 ... 25.50 6376.0 6418.0 PF
78 PF607 20250922 6412.0 6412.0 ... 3.21 6412.0 6442.0 PF
79 PF608 20250922 0.0 0.0 ... 0.00 6420.0 6450.0 PF
80 PF609 20250922 6424.0 6452.0 ... 9.64 6428.0 6480.0 PF
81 PK510 20250922 7848.0 7856.0 ... 3608.19 7818.0 7868.0 PK
82 PK511 20250922 7834.0 7858.0 ... 322471.80 7820.0 7876.0 PK
83 PK512 20250922 7844.0 7862.0 ... 138594.65 7828.0 7872.0 PK
84 PK601 20250922 7858.0 7862.0 ... 37393.92 7832.0 7872.0 PK
85 PK603 20250922 7860.0 7872.0 ... 129.55 7852.0 7882.0 PK
86 PK604 20250922 7852.0 7864.0 ... 43.17 7850.0 7884.0 PK
87 PK605 20250922 7888.0 7890.0 ... 4625.97 7862.0 7890.0 PK
88 PL601 20250922 6384.0 6405.0 ... 69680.17 6373.0 6411.0 PL
89 PL602 20250922 6436.0 6438.0 ... 1102.88 6412.0 6454.0 PL
90 PL603 20250922 6421.0 6421.0 ... 25.68 6421.0 6445.0 PL
91 PL604 20250922 6415.0 6415.0 ... 25.63 6407.0 6463.0 PL
92 PL605 20250922 6350.0 6373.0 ... 101.51 6345.0 6385.0 PL
93 PL606 20250922 6384.0 6384.0 ... 12.77 6384.0 6424.0 PL
94 PL607 20250922 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250922 5810.0 5810.0 ... 2621.53 5788.0 5812.0 PR
104 PR511 20250922 5762.0 5778.0 ... 301092.80 5756.0 5794.0 PR
105 PR512 20250922 5768.0 5784.0 ... 334515.65 5760.0 5806.0 PR
106 PR601 20250922 5774.0 5782.0 ... 281542.36 5760.0 5802.0 PR
107 PR602 20250922 5796.0 5806.0 ... 3078.01 5780.0 5838.0 PR
108 PR603 20250922 5810.0 5818.0 ... 139.45 5810.0 5834.0 PR
109 PR604 20250922 5818.0 5828.0 ... 43.65 5820.0 5832.0 PR
110 PR605 20250922 5826.0 5828.0 ... 17.48 5828.0 5840.0 PR
111 PR606 20250922 0.0 0.0 ... 0.00 5904.0 5904.0 PR
112 PR607 20250922 0.0 0.0 ... 0.00 5912.0 5912.0 PR
113 PR608 20250922 0.0 0.0 ... 0.00 5914.0 5914.0 PR
114 PR609 20250922 0.0 0.0 ... 0.00 5888.0 5910.0 PR
115 PX510 20250922 6644.0 6678.0 ... 916.44 6666.0 6690.0 PX
116 PX511 20250922 6602.0 6654.0 ... 643956.64 6602.0 6640.0 PX
117 PX512 20250922 6598.0 6642.0 ... 277519.72 6594.0 6644.0 PX
118 PX601 20250922 6608.0 6628.0 ... 115700.73 6588.0 6634.0 PX
119 PX602 20250922 6608.0 6630.0 ... 9627.42 6590.0 6644.0 PX
120 PX603 20250922 0.0 0.0 ... 0.00 6584.0 6614.0 PX
121 PX604 20250922 6600.0 6600.0 ... 9.90 6600.0 6586.0 PX
122 PX605 20250922 6594.0 6624.0 ... 1867.18 6586.0 6628.0 PX
123 PX606 20250922 6620.0 6620.0 ... 3.31 6620.0 6606.0 PX
124 PX607 20250922 6588.0 6588.0 ... 9.88 6586.0 6614.0 PX
125 PX608 20250922 6602.0 6602.0 ... 6.60 6602.0 6622.0 PX
126 PX609 20250922 6644.0 6644.0 ... 6.63 6634.0 6652.0 PX
127 RI511 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250922 2541.0 2568.0 ... 18961.48 2553.0 2527.0 RM
134 RM601 20250922 2519.0 2552.0 ... 860518.75 2533.0 2498.0 RM
135 RM603 20250922 2414.0 2437.0 ... 20569.69 2423.0 2402.0 RM
136 RM605 20250922 2383.0 2397.0 ... 165640.91 2384.0 2374.0 RM
137 RM607 20250922 2375.0 2385.0 ... 7696.50 2373.0 2362.0 RM
138 RM608 20250922 2471.0 2480.0 ... 872.04 2470.0 2458.0 RM
139 RM609 20250922 2454.0 2469.0 ... 6114.84 2458.0 2447.0 RM
140 RS511 20250922 5329.0 5376.0 ... 58.80 5346.0 5329.0 RS
141 RS607 20250922 5595.0 5595.0 ... 155.95 5570.0 5568.0 RS
142 RS608 20250922 5595.0 5624.0 ... 150.64 5579.0 5570.0 RS
143 RS609 20250922 0.0 0.0 ... 0.00 5588.0 5588.0 RS
144 SA510 20250922 1235.0 1236.0 ... 11478.60 1219.0 1223.0 SA
145 SA511 20250922 1241.0 1247.0 ... 576015.20 1233.0 1233.0 SA
146 SA512 20250922 1308.0 1314.0 ... 250273.00 1298.0 1301.0 SA
147 SA601 20250922 1320.0 1326.0 ... 3524980.07 1307.0 1312.0 SA
148 SA602 20250922 1352.0 1357.0 ... 308874.09 1344.0 1344.0 SA
149 SA603 20250922 1357.0 1363.0 ... 3483.28 1345.0 1350.0 SA
150 SA604 20250922 1410.0 1410.0 ... 504.79 1387.0 1396.0 SA
151 SA605 20250922 1408.0 1416.0 ... 104701.84 1397.0 1403.0 SA
152 SA606 20250922 1421.0 1427.0 ... 966.83 1409.0 1415.0 SA
153 SA607 20250922 1423.0 1428.0 ... 3353.40 1411.0 1417.0 SA
154 SA608 20250922 1450.0 1456.0 ... 1683.28 1441.0 1440.0 SA
155 SA609 20250922 1454.0 1463.0 ... 6773.61 1447.0 1449.0 SA
156 SF510 20250922 5606.0 5606.0 ... 5220.47 5510.0 5594.0 SF
157 SF511 20250922 5760.0 5790.0 ... 802136.67 5692.0 5764.0 SF
158 SF512 20250922 5748.0 5784.0 ... 300500.11 5708.0 5746.0 SF
159 SF601 20250922 5760.0 5784.0 ... 236333.21 5672.0 5752.0 SF
160 SF602 20250922 5742.0 5754.0 ... 45401.13 5632.0 5710.0 SF
161 SF603 20250922 5900.0 5900.0 ... 104.57 5810.0 5870.0 SF
162 SF604 20250922 5888.0 5888.0 ... 20.57 5876.0 5876.0 SF
163 SF605 20250922 5868.0 5888.0 ... 4857.15 5794.0 5854.0 SF
164 SF606 20250922 5836.0 5840.0 ... 146.06 5728.0 5820.0 SF
165 SF607 20250922 6000.0 6000.0 ... 79.91 5920.0 5970.0 SF
166 SF608 20250922 5974.0 5974.0 ... 38.38 5906.0 5952.0 SF
167 SF609 20250922 5974.0 5974.0 ... 97.18 5890.0 5954.0 SF
168 SH510 20250922 2542.0 2543.0 ... 15410.73 2517.0 2523.0 SH
169 SH511 20250922 2580.0 2587.0 ... 567814.28 2553.0 2562.0 SH
170 SH512 20250922 2640.0 2649.0 ... 333560.83 2615.0 2618.0 SH
171 SH601 20250922 2645.0 2649.0 ... 2719570.17 2622.0 2623.0 SH
172 SH602 20250922 2670.0 2670.0 ... 56052.40 2640.0 2636.0 SH
173 SH603 20250922 2635.0 2684.0 ... 934.46 2662.0 2655.0 SH
174 SH604 20250922 2715.0 2715.0 ... 89.00 2697.0 2705.0 SH
175 SH605 20250922 2719.0 2731.0 ... 14781.20 2707.0 2706.0 SH
176 SH606 20250922 2739.0 2739.0 ... 89.65 2717.0 2727.0 SH
177 SH607 20250922 2730.0 2730.0 ... 16.30 2716.0 2729.0 SH
178 SH608 20250922 2729.0 2729.0 ... 57.02 2715.0 2730.0 SH
179 SH609 20250922 2740.0 2740.0 ... 163.34 2722.0 2727.0 SH
180 SM510 20250922 5920.0 5920.0 ... 12471.33 5798.0 5880.0 SM
181 SM511 20250922 5964.0 5972.0 ... 508950.22 5896.0 5950.0 SM
182 SM512 20250922 5982.0 5986.0 ... 103550.67 5906.0 5966.0 SM
183 SM601 20250922 5988.0 6002.0 ... 988130.11 5884.0 5980.0 SM
184 SM602 20250922 5966.0 6002.0 ... 334645.76 5936.0 5978.0 SM
185 SM603 20250922 5986.0 5996.0 ... 265.23 5894.0 5996.0 SM
186 SM604 20250922 6002.0 6002.0 ... 11.98 5992.0 5978.0 SM
187 SM605 20250922 6014.0 6042.0 ... 20961.67 5920.0 6014.0 SM
188 SM606 20250922 5964.0 5964.0 ... 23.62 5906.0 6010.0 SM
189 SM607 20250922 6038.0 6044.0 ... 32.91 5984.0 6030.0 SM
190 SM608 20250922 0.0 0.0 ... 0.00 5966.0 6048.0 SM
191 SM609 20250922 6050.0 6064.0 ... 888.25 5962.0 6048.0 SM
192 SR511 20250922 5500.0 5520.0 ... 120511.31 5497.0 5483.0 SR
193 SR601 20250922 5473.0 5478.0 ... 1012332.82 5461.0 5460.0 SR
194 SR603 20250922 5456.0 5466.0 ... 2228.85 5450.0 5452.0 SR
195 SR605 20250922 5454.0 5458.0 ... 83998.60 5442.0 5443.0 SR
196 SR607 20250922 5460.0 5464.0 ... 3106.98 5451.0 5451.0 SR
197 SR609 20250922 5471.0 5476.0 ... 2923.71 5465.0 5465.0 SR
198 TA510 20250922 4562.0 4580.0 ... 22964.55 4562.0 4602.0 TA
199 TA511 20250922 4590.0 4598.0 ... 296397.64 4576.0 4620.0 TA
200 TA512 20250922 4600.0 4608.0 ... 136797.14 4588.0 4630.0 TA
201 TA601 20250922 4608.0 4616.0 ... 1503295.87 4596.0 4638.0 TA
202 TA602 20250922 4622.0 4628.0 ... 22757.20 4606.0 4648.0 TA
203 TA603 20250922 4634.0 4638.0 ... 101.83 4630.0 4660.0 TA
204 TA604 20250922 4616.0 4618.0 ... 18.47 4618.0 4644.0 TA
205 TA605 20250922 4654.0 4660.0 ... 49514.35 4636.0 4672.0 TA
206 TA606 20250922 0.0 0.0 ... 0.00 4640.0 4702.0 TA
207 TA607 20250922 4672.0 4672.0 ... 13.97 4658.0 4708.0 TA
208 TA608 20250922 0.0 0.0 ... 0.00 4676.0 4688.0 TA
209 TA609 20250922 4680.0 4692.0 ... 119.10 4672.0 4704.0 TA
210 UR510 20250922 1552.0 1569.0 ... 3330.43 1561.0 1574.0 UR
211 UR511 20250922 1625.0 1644.0 ... 55147.72 1635.0 1647.0 UR
212 UR512 20250922 1644.0 1656.0 ... 16277.36 1648.0 1657.0 UR
213 UR601 20250922 1655.0 1666.0 ... 377420.58 1658.0 1666.0 UR
214 UR602 20250922 1665.0 1673.0 ... 788.89 1664.0 1672.0 UR
215 UR603 20250922 1717.0 1717.0 ... 68.44 1711.0 1717.0 UR
216 UR604 20250922 1712.0 1712.0 ... 3.42 1712.0 1724.0 UR
217 UR605 20250922 1717.0 1725.0 ... 24739.82 1716.0 1724.0 UR
218 UR606 20250922 1720.0 1725.0 ... 195.74 1717.0 1724.0 UR
219 UR607 20250922 1754.0 1760.0 ... 80.63 1753.0 1758.0 UR
220 UR608 20250922 1747.0 1749.0 ... 76.89 1747.0 1753.0 UR
221 UR609 20250922 1746.0 1747.0 ... 132.24 1740.0 1747.0 UR
222 WH511 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 18:25:53,687 - future_1d - INFO - ak.get_czce_daily('2025-09-22') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250922 ... 80130 79840 CU
1 1 CU2511 20250922 ... 80120 79820 CU
2 2 CU2512 20250922 ... 80120 79810 CU
3 3 CU2601 20250922 ... 80110 79810 CU
4 4 CU2602 20250922 ... 80100 79800 CU
5 5 CU2603 20250922 ... 80130 79830 CU
6 6 CU2604 20250922 ... 80170 79860 CU
7 7 CU2605 20250922 ... 80280 79910 CU
8 8 CU2606 20250922 ... 80260 79850 CU
9 9 CU2607 20250922 ... 80290 79840 CU
10 10 CU2608 20250922 ... 80210 79800 CU
11 11 CU2609 20250922 ... 80220 79780 CU
12 12 BC2510 20250922 ... 71050 70760 BC
13 13 BC2511 20250922 ... 71120 70890 BC
14 14 BC2512 20250922 ... 71490 71670 BC
15 15 BC2601 20250922 ... 71300 71000 BC
16 16 BC2602 20250922 ... 71100 71100 BC
17 17 BC2603 20250922 ... 71210 71200 BC
18 18 BC2604 20250922 ... 71300 71300 BC
19 19 BC2605 20250922 ... 71300 71300 BC
20 20 BC2606 20250922 ... 71400 71400 BC
21 21 BC2607 20250922 ... 71400 71400 BC
22 22 BC2608 20250922 ... 71400 71400 BC
23 23 BC2609 20250922 ... 71550 71550 BC
24 24 AL2510 20250922 ... 20760 20805 AL
25 25 AL2511 20250922 ... 20770 20820 AL
26 26 AL2512 20250922 ... 20765 20820 AL
27 27 AL2601 20250922 ... 20760 20815 AL
28 28 AL2602 20250922 ... 20765 20815 AL
29 29 AL2603 20250922 ... 20785 20840 AL
30 30 AL2604 20250922 ... 20840 20855 AL
31 31 AL2605 20250922 ... 20820 20865 AL
32 32 AL2606 20250922 ... 20820 20850 AL
33 33 AL2607 20250922 ... 20840 20865 AL
34 34 AL2608 20250922 ... 20830 20885 AL
35 35 AL2609 20250922 ... 20830 20850 AL
36 36 ZN2510 20250922 ... 21995 22065 ZN
37 37 ZN2511 20250922 ... 21995 22060 ZN
38 38 ZN2512 20250922 ... 22015 22080 ZN
39 39 ZN2601 20250922 ... 22035 22100 ZN
40 40 ZN2602 20250922 ... 22055 22125 ZN
41 41 ZN2603 20250922 ... 22070 22160 ZN
42 42 ZN2604 20250922 ... 22095 22200 ZN
43 43 ZN2605 20250922 ... 22145 22230 ZN
44 44 ZN2606 20250922 ... 22185 22240 ZN
45 45 ZN2607 20250922 ... 22205 22260 ZN
46 46 ZN2608 20250922 ... 22240 22290 ZN
47 47 ZN2609 20250922 ... 22305 22305 ZN
48 48 PB2510 20250922 ... 17120 17140 PB
49 49 PB2511 20250922 ... 17160 17170 PB
50 50 PB2512 20250922 ... 17170 17175 PB
51 51 PB2601 20250922 ... 17160 17170 PB
52 52 PB2602 20250922 ... 17175 17175 PB
53 53 PB2603 20250922 ... 17185 17190 PB
54 54 PB2604 20250922 ... 17185 17235 PB
55 55 PB2605 20250922 ... 17185 17210 PB
56 56 PB2606 20250922 ... 17195 17145 PB
57 57 PB2607 20250922 ... 17215 17225 PB
58 58 PB2608 20250922 ... 17220 17245 PB
59 59 PB2609 20250922 ... 17210 17210 PB
60 60 NI2510 20250922 ... 121440 121320 NI
61 61 NI2511 20250922 ... 121630 121520 NI
62 62 NI2512 20250922 ... 121810 121810 NI
63 63 NI2601 20250922 ... 122020 121930 NI
64 64 NI2602 20250922 ... 122170 122110 NI
65 65 NI2603 20250922 ... 122400 122540 NI
66 66 NI2604 20250922 ... 122780 122710 NI
67 67 NI2605 20250922 ... 122960 122950 NI
68 68 NI2606 20250922 ... 123530 123120 NI
69 69 NI2607 20250922 ... 123500 123440 NI
70 70 NI2608 20250922 ... 123810 123490 NI
71 71 NI2609 20250922 ... 123880 123530 NI
72 72 SN2510 20250922 ... 271360 268470 SN
73 73 SN2511 20250922 ... 271840 268840 SN
74 74 SN2512 20250922 ... 272050 269060 SN
75 75 SN2601 20250922 ... 272270 269200 SN
76 76 SN2602 20250922 ... 271620 269420 SN
77 77 SN2603 20250922 ... 271420 269440 SN
78 78 SN2604 20250922 ... 271610 270080 SN
79 79 SN2605 20250922 ... 272210 269840 SN
80 80 SN2606 20250922 ... 272850 269920 SN
81 81 SN2607 20250922 ... 272590 270550 SN
82 82 SN2608 20250922 ... 271030 270360 SN
83 83 SN2609 20250922 ... 274160 271330 SN
84 84 AO2510 20250922 ... 2915 2915 AO
85 85 AO2511 20250922 ... 2914 2919 AO
86 86 AO2512 20250922 ... 2924 2927 AO
87 87 AO2601 20250922 ... 2934 2936 AO
88 88 AO2602 20250922 ... 2938 2947 AO
89 89 AO2603 20250922 ... 3008 3016 AO
90 90 AO2604 20250922 ... 3016 3023 AO
91 91 AO2605 20250922 ... 3026 3029 AO
92 92 AO2606 20250922 ... 3031 3032 AO
93 93 AO2607 20250922 ... 3040 3038 AO
94 94 AO2608 20250922 ... 3044 3048 AO
95 95 AO2609 20250922 ... 3076 3062 AO
96 96 AD2511 20250922 ... 20315 20320 AD
97 97 AD2512 20250922 ... 20340 20350 AD
98 98 AD2601 20250922 ... 20355 20380 AD
99 99 AD2602 20250922 ... 20355 20355 AD
100 100 AD2603 20250922 ... 20415 20415 AD
101 101 AD2604 20250922 ... 20345 20345 AD
102 102 AD2605 20250922 ... 20340 20355 AD
103 103 AD2606 20250922 ... 20305 20305 AD
104 104 AD2607 20250922 ... 20510 20510 AD
105 105 AD2608 20250922 ... 20515 20515 AD
106 106 AD2609 20250922 ... 20515 20515 AD
107 107 AU2510 20250922 ... 835.38 826.86 AU
108 108 AU2511 20250922 ... 839.18 828.7 AU
109 109 AU2512 20250922 ... 838.74 829.78 AU
110 110 AU2602 20250922 ... 841.9 832.14 AU
111 111 AU2604 20250922 ... 844.64 834.24 AU
112 112 AU2606 20250922 ... 845.2 836.56 AU
113 113 AU2608 20250922 ... 848.34 839.52 AU
114 114 AU2610 20250922 ... 850.26 842.9 AU
115 115 AG2510 20250922 ... 10136 9903 AG
116 116 AG2511 20250922 ... 10147 9928 AG
117 117 AG2512 20250922 ... 10168 9938 AG
118 118 AG2601 20250922 ... 10181 9951 AG
119 119 AG2602 20250922 ... 10181 9960 AG
120 120 AG2603 20250922 ... 10236 9983 AG
121 121 AG2604 20250922 ... 10233 9989 AG
122 122 AG2605 20250922 ... 10242 10006 AG
123 123 AG2606 20250922 ... 10262 10021 AG
124 124 AG2607 20250922 ... 10281 10032 AG
125 125 AG2608 20250922 ... 10291 10046 AG
126 126 AG2609 20250922 ... 10322 10059 AG
127 127 RB2510 20250922 ... 3093 3069 RB
128 128 RB2511 20250922 ... 3109 3083 RB
129 129 RB2512 20250922 ... 3161 3139 RB
130 130 RB2601 20250922 ... 3187 3158 RB
131 131 RB2602 20250922 ... 3188 3162 RB
132 132 RB2603 20250922 ... 3210 3184 RB
133 133 RB2604 20250922 ... 3222 3198 RB
134 134 RB2605 20250922 ... 3245 3218 RB
135 135 RB2606 20250922 ... 3257 3230 RB
136 136 RB2607 20250922 ... 3272 3241 RB
137 137 RB2608 20250922 ... 3266 3239 RB
138 138 RB2609 20250922 ... 3274 3253 RB
139 139 WR2510 20250922 ... 3289 3283 WR
140 140 WR2511 20250922 ... 3302 3302 WR
141 141 WR2512 20250922 ... 3324 3324 WR
142 142 WR2601 20250922 ... 3349 3349 WR
143 143 WR2602 20250922 ... 3358 3358 WR
144 144 WR2603 20250922 ... 3399 3399 WR
145 145 WR2604 20250922 ... 3389 3389 WR
146 146 WR2605 20250922 ... 3414 3414 WR
147 147 WR2606 20250922 ... 3372 3372 WR
148 148 WR2607 20250922 ... 3390 3390 WR
149 149 WR2608 20250922 ... 3399 3399 WR
150 150 WR2609 20250922 ... 3466 3466 WR
151 151 HC2510 20250922 ... 3424 3400 HC
152 152 HC2511 20250922 ... 3408 3382 HC
153 153 HC2512 20250922 ... 3392 3370 HC
154 154 HC2601 20250922 ... 3385 3362 HC
155 155 HC2602 20250922 ... 3383 3360 HC
156 156 HC2603 20250922 ... 3385 3365 HC
157 157 HC2604 20250922 ... 3388 3371 HC
158 158 HC2605 20250922 ... 3393 3372 HC
159 159 HC2606 20250922 ... 3399 3377 HC
160 160 HC2607 20250922 ... 3405 3384 HC
161 161 HC2608 20250922 ... 3392 3381 HC
162 162 HC2609 20250922 ... 3396 3401 HC
163 163 SS2510 20250922 ... 12795 12755 SS
164 164 SS2511 20250922 ... 12910 12870 SS
165 165 SS2512 20250922 ... 12945 12910 SS
166 166 SS2601 20250922 ... 13015 12970 SS
167 167 SS2602 20250922 ... 13075 13025 SS
168 168 SS2603 20250922 ... 13140 13105 SS
169 169 SS2604 20250922 ... 13195 13155 SS
170 170 SS2605 20250922 ... 13265 13225 SS
171 171 SS2606 20250922 ... 13310 13315 SS
172 172 SS2607 20250922 ... 13360 13350 SS
173 173 SS2608 20250922 ... 13395 13400 SS
174 174 SS2609 20250922 ... 13475 13475 SS
175 175 SC2510 20250922 ... 485.5 492.1 SC
176 176 SC2511 20250922 ... 484.2 491.2 SC
177 177 SC2512 20250922 ... 483.6 489.8 SC
178 178 SC2601 20250922 ... 482.9 488.5 SC
179 179 SC2602 20250922 ... 481.8 486.6 SC
180 180 SC2603 20250922 ... 481.1 486 SC
181 181 SC2604 20250922 ... 481.3 486 SC
182 182 SC2605 20250922 ... 480.9 485.4 SC
183 183 SC2606 20250922 ... 480.2 485.8 SC
184 184 SC2607 20250922 ... 480.4 484.6 SC
185 185 SC2608 20250922 ... 478 483 SC
186 186 SC2609 20250922 ... 477.7 480.8 SC
187 187 SC2612 20250922 ... 473.9 477.1 SC
188 188 SC2703 20250922 ... 475.1 475.1 SC
189 189 SC2706 20250922 ... 469.2 469.2 SC
190 190 SC2709 20250922 ... 473.2 473.2 SC
191 191 SC2712 20250922 ... 466.3 472.9 SC
192 192 SC2803 20250922 ... 470 471 SC
193 193 SC2806 20250922 ... 462.8 467.5 SC
194 194 SC2809 20250922 ... 465.7 465.7 SC
195 195 LU2510 20250922 ... 3351 3372 LU
196 196 LU2511 20250922 ... 3373 3405 LU
197 197 LU2512 20250922 ... 3354 3388 LU
198 198 LU2601 20250922 ... 3342 3382 LU
199 199 LU2602 20250922 ... 3334 3362 LU
200 200 LU2603 20250922 ... 3326 3362 LU
201 201 LU2604 20250922 ... 3323 3345 LU
202 202 LU2605 20250922 ... 3326 3346 LU
203 203 LU2606 20250922 ... 3319 3352 LU
204 204 LU2607 20250922 ... 3307 3350 LU
205 205 LU2608 20250922 ... 3306 3342 LU
206 206 LU2609 20250922 ... 3292 3329 LU
207 207 FU2510 20250922 ... 2803 2834 FU
208 208 FU2511 20250922 ... 2818 2850 FU
209 209 FU2512 20250922 ... 2796 2830 FU
210 210 FU2601 20250922 ... 2778 2818 FU
211 211 FU2602 20250922 ... 2761 2795 FU
212 212 FU2603 20250922 ... 2754 2788 FU
213 213 FU2604 20250922 ... 2749 2783 FU
214 214 FU2605 20250922 ... 2739 2772 FU
215 215 FU2606 20250922 ... 2732 2756 FU
216 216 FU2607 20250922 ... 2713 2737 FU
217 217 FU2608 20250922 ... 2708 2729 FU
218 218 FU2609 20250922 ... 2695 2711 FU
219 219 BU2510 20250922 ... 3421 3433 BU
220 220 BU2511 20250922 ... 3414 3425 BU
221 221 BU2512 20250922 ... 3364 3381 BU
222 222 BU2601 20250922 ... 3336 3361 BU
223 223 BU2602 20250922 ... 3340 3363 BU
224 224 BU2603 20250922 ... 3342 3364 BU
225 225 BU2604 20250922 ... 3346 3364 BU
226 226 BU2605 20250922 ... 3346 3347 BU
227 227 BU2606 20250922 ... 3337 3356 BU
228 228 BU2607 20250922 ... 3330 3348 BU
229 229 BU2608 20250922 ... 3337 3369 BU
230 230 BU2609 20250922 ... 3332 3349 BU
231 231 BU2612 20250922 ... 3297 3314 BU
232 232 BU2703 20250922 ... 3312 3312 BU
233 233 BU2706 20250922 ... 3308 3318 BU
234 234 BU2709 20250922 ... 3337 3342 BU
235 235 BR2510 20250922 ... 11565 11545 BR
236 236 BR2511 20250922 ... 11495 11470 BR
237 237 BR2512 20250922 ... 11475 11460 BR
238 238 BR2601 20250922 ... 11475 11470 BR
239 239 BR2602 20250922 ... 11485 11500 BR
240 240 BR2603 20250922 ... 11470 11475 BR
241 241 BR2604 20250922 ... 11535 11535 BR
242 242 BR2605 20250922 ... 11545 11525 BR
243 243 BR2606 20250922 ... 11630 11630 BR
244 244 BR2607 20250922 ... 11730 11715 BR
245 245 BR2608 20250922 ... 11715 11770 BR
246 246 BR2609 20250922 ... 11675 11645 BR
247 247 RU2510 20250922 ... 14745 14670 RU
248 248 RU2511 20250922 ... 14675 14645 RU
249 249 RU2601 20250922 ... 15560 15530 RU
250 250 RU2603 20250922 ... 15560 15525 RU
251 251 RU2604 20250922 ... 15550 15505 RU
252 252 RU2605 20250922 ... 15540 15515 RU
253 253 RU2606 20250922 ... 15580 15565 RU
254 254 RU2607 20250922 ... 15580 15585 RU
255 255 RU2608 20250922 ... 15735 15585 RU
256 256 RU2609 20250922 ... 15610 15570 RU
257 257 NR2510 20250922 ... 12340 12280 NR
258 258 NR2511 20250922 ... 12365 12290 NR
259 259 NR2512 20250922 ... 12385 12335 NR
260 260 NR2601 20250922 ... 12405 12370 NR
261 261 NR2602 20250922 ... 12420 12405 NR
262 262 NR2603 20250922 ... 12385 12375 NR
263 263 NR2604 20250922 ... 12440 12435 NR
264 264 NR2605 20250922 ... 12485 12470 NR
265 265 NR2606 20250922 ... 12495 12440 NR
266 266 NR2607 20250922 ... 12650 12650 NR
267 267 NR2608 20250922 ... 12685 12685 NR
268 268 NR2609 20250922 ... 12510 12510 NR
269 269 SP2510 20250922 ... 4980 4990 SP
270 270 SP2511 20250922 ... 5006 5020 SP
271 271 SP2512 20250922 ... 5024 5038 SP
272 272 SP2601 20250922 ... 5298 5320 SP
273 273 SP2602 20250922 ... 5286 5310 SP
274 274 SP2603 20250922 ... 5304 5324 SP
275 275 SP2604 20250922 ... 5320 5322 SP
276 276 SP2605 20250922 ... 5316 5338 SP
277 277 SP2606 20250922 ... 5320 5338 SP
278 278 SP2607 20250922 ... 5322 5346 SP
279 279 SP2608 20250922 ... 5330 5344 SP
280 280 SP2609 20250922 ... 5340 5354 SP
281 281 OP2601 20250922 ... 4238 4232 OP
282 282 OP2602 20250922 ... 4232 4232 OP
283 283 OP2603 20250922 ... 4258 4238 OP
284 284 OP2604 20250922 ... 4270 4260 OP
285 285 OP2605 20250922 ... 4286 4256 OP
286 286 OP2606 20250922 ... 4242 4242 OP
287 287 OP2607 20250922 ... 4258 4258 OP
288 288 OP2608 20250922 ... 4260 4244 OP
289 289 OP2609 20250922 ... 4342 4342 OP
290 290 EC2510 20250922 ... 1102 1072.3 EC
291 291 EC2512 20250922 ... 1669.2 1626.1 EC
292 292 EC2602 20250922 ... 1586.4 1552.7 EC
293 293 EC2604 20250922 ... 1274.4 1250.7 EC
294 294 EC2606 20250922 ... 1454.8 1438.3 EC
295 295 EC2608 20250922 ... 1606.8 1595 EC
296 296 SC_TAS2511 20250922 ... SC_TAS
297 297 SC_TAS2512 20250922 ... SC_TAS
298 298 SC_TAS2601 20250922 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 18:25:53,805 - future_1d - INFO - ak.get_shfe_daily('2025-09-22') done
2025-09-25 18:25:56,025 - future_1d - INFO - save future_daily 2025-09-22 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250923 51015.0 ... 50335.0 51890.0 PS
1 PS2511 20250923 50900.0 ... 50170.0 51675.0 PS
2 PS2512 20250923 53420.0 ... 52510.0 54225.0 PS
3 PS2601 20250923 53070.0 ... 52240.0 54065.0 PS
4 PS2602 20250923 53345.0 ... 52145.0 54595.0 PS
5 PS2603 20250923 53410.0 ... 51780.0 54490.0 PS
6 PS2604 20250923 53440.0 ... 52115.0 54165.0 PS
7 PS2605 20250923 53100.0 ... 51960.0 53990.0 PS
8 PS2606 20250923 55615.0 ... 54160.0 56335.0 PS
9 PS2607 20250923 55715.0 ... 53800.0 56470.0 PS
10 PS2608 20250923 55385.0 ... 53725.0 56380.0 PS
11 PS2609 20250923 55295.0 ... 53680.0 56245.0 PS
13 SI2510 20250923 8900.0 ... 8905.0 9110.0 SI
14 SI2511 20250923 8930.0 ... 8945.0 9135.0 SI
15 SI2512 20250923 9330.0 ... 9350.0 9520.0 SI
16 SI2601 20250923 9310.0 ... 9305.0 9515.0 SI
17 SI2602 20250923 9320.0 ... 9320.0 9525.0 SI
18 SI2603 20250923 9390.0 ... 9340.0 9510.0 SI
19 SI2604 20250923 9330.0 ... 9335.0 9500.0 SI
20 SI2605 20250923 9330.0 ... 9355.0 9520.0 SI
21 SI2606 20250923 9345.0 ... 9335.0 9545.0 SI
22 SI2607 20250923 9380.0 ... 9355.0 9510.0 SI
23 SI2608 20250923 9340.0 ... 9350.0 9560.0 SI
24 SI2609 20250923 9380.0 ... 9360.0 9575.0 SI
27 LC2510 20250923 72880.0 ... 73160.0 73660.0 LC
28 LC2511 20250923 73040.0 ... 73460.0 73780.0 LC
29 LC2512 20250923 73240.0 ... 73540.0 73940.0 LC
30 LC2601 20250923 74160.0 ... 73440.0 73880.0 LC
31 LC2602 20250923 73120.0 ... 73360.0 73580.0 LC
32 LC2603 20250923 73520.0 ... 73320.0 73840.0 LC
33 LC2604 20250923 74180.0 ... 73900.0 74240.0 LC
34 LC2605 20250923 73860.0 ... 73800.0 74280.0 LC
35 LC2606 20250923 73700.0 ... 73500.0 74180.0 LC
36 LC2607 20250923 73460.0 ... 73440.0 73980.0 LC
37 LC2608 20250923 73600.0 ... 73500.0 74100.0 LC
38 LC2609 20250923 73680.0 ... 73580.0 74020.0 LC
[36 rows x 12 columns]
2025-09-25 18:26:03,259 - future_1d - INFO - ak.get_gfex_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 SC2510 20250923 481.2 ... 477.6 485.5 SC
1 SC2511 20250923 476.6 ... 475.3 484.2 SC
2 SC2512 20250923 477.4 ... 475.6 483.6 SC
3 SC2601 20250923 476.3 ... 475.6 482.9 SC
4 SC2602 20250923 476.6 ... 475.1 481.8 SC
5 SC2603 20250923 476 ... 474.4 481.1 SC
6 SC2604 20250923 476.6 ... 475.3 481.3 SC
7 SC2605 20250923 476.5 ... 475 480.9 SC
8 SC2606 20250923 474.7 ... 474.4 480.2 SC
9 SC2607 20250923 474.2 ... 472.8 480.4 SC
10 SC2608 20250923 473.5 ... 472.8 478 SC
11 SC2609 20250923 471.3 ... 471.8 477.7 SC
12 SC2612 20250923 470.6 ... 469.8 473.9 SC
13 SC2703 20250923 ... 472 475.1 SC
14 SC2706 20250923 ... 469.2 469.2 SC
15 SC2709 20250923 ... 470 473.2 SC
16 SC2712 20250923 ... 466.3 466.3 SC
17 SC2803 20250923 ... 468 470 SC
18 SC2806 20250923 456.5 ... 458.9 462.8 SC
19 SC2809 20250923 ... 461 465.7 SC
21 LU2510 20250923 3322 ... 3317 3351 LU
22 LU2511 20250923 3330 ... 3345 3373 LU
23 LU2512 20250923 3328 ... 3328 3354 LU
24 LU2601 20250923 3320 ... 3318 3342 LU
25 LU2602 20250923 3301 ... 3309 3334 LU
26 LU2603 20250923 3296 ... 3301 3326 LU
27 LU2604 20250923 3289 ... 3294 3323 LU
28 LU2605 20250923 3299 ... 3304 3326 LU
29 LU2606 20250923 3281 ... 3297 3319 LU
30 LU2607 20250923 3280 ... 3278 3307 LU
31 LU2608 20250923 3270 ... 3274 3306 LU
32 LU2609 20250923 3262 ... 3268 3292 LU
34 NR2510 20250923 12400 ... 12390 12340 NR
35 NR2511 20250923 12445 ... 12435 12365 NR
36 NR2512 20250923 12460 ... 12445 12385 NR
37 NR2601 20250923 12505 ... 12475 12405 NR
38 NR2602 20250923 12470 ... 12460 12420 NR
39 NR2603 20250923 12480 ... 12505 12385 NR
40 NR2604 20250923 12545 ... 12525 12440 NR
41 NR2605 20250923 12525 ... 12505 12485 NR
42 NR2606 20250923 ... 12495 12495 NR
43 NR2607 20250923 ... 12650 12650 NR
44 NR2608 20250923 ... 12685 12685 NR
45 NR2609 20250923 ... 12510 12510 NR
47 BC2510 20250923 71080 ... 70920 71050 BC
48 BC2511 20250923 71150 ... 70990 71120 BC
49 BC2512 20250923 71490 ... 71110 71490 BC
50 BC2601 20250923 ... 71300 71300 BC
51 BC2602 20250923 ... 71100 71100 BC
52 BC2603 20250923 ... 71210 71210 BC
53 BC2604 20250923 ... 71300 71300 BC
54 BC2605 20250923 ... 71300 71300 BC
55 BC2606 20250923 ... 71400 71400 BC
56 BC2607 20250923 ... 71400 71400 BC
57 BC2608 20250923 ... 71400 71400 BC
58 BC2609 20250923 ... 71550 71550 BC
60 EC2510 20250923 1101 ... 1085.4 1102 EC
61 EC2512 20250923 1640 ... 1622.5 1669.2 EC
62 EC2602 20250923 1560.1 ... 1536.9 1586.4 EC
63 EC2604 20250923 1270 ... 1235.7 1274.4 EC
64 EC2606 20250923 1453.1 ... 1422.5 1454.8 EC
65 EC2608 20250923 1586.1 ... 1591.2 1606.8 EC
68 SC_TAS2511 20250923 ... SC_TAS
69 SC_TAS2512 20250923 ... SC_TAS
70 SC_TAS2601 20250923 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 18:26:03,364 - future_1d - INFO - ak.get_ine_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 a2511 20250923 3909.00 ... 3876.00 3911.00 A
1 a2601 20250923 3899.00 ... 3870.00 3908.00 A
2 a2603 20250923 3912.00 ... 3872.00 3912.00 A
3 a2605 20250923 3951.00 ... 3911.00 3949.00 A
4 a2607 20250923 3956.00 ... 3917.00 3954.00 A
5 a2609 20250923 3964.00 ... 3927.00 3961.00 A
6 b2510 20250923 3678.00 ... 3576.00 3686.00 B
7 b2511 20250923 3705.00 ... 3607.00 3716.00 B
8 b2512 20250923 3740.00 ... 3645.00 3746.00 B
9 b2601 20250923 3720.00 ... 3639.00 3733.00 B
10 b2602 20250923 3717.00 ... 3635.00 3727.00 B
11 b2603 20250923 3672.00 ... 3586.00 3683.00 B
12 b2604 20250923 3560.00 ... 3494.00 3573.00 B
13 b2605 20250923 3487.00 ... 3426.00 3496.00 B
14 b2606 20250923 3445.00 ... 3401.00 3475.00 B
15 b2607 20250923 3452.00 ... 3406.00 3475.00 B
16 b2608 20250923 3547.00 ... 3510.00 3566.00 B
17 b2609 20250923 3554.00 ... 3510.00 3583.00 B
18 bb2511 20250923 141.80 ... 142.05 142.05 BB
19 bb2601 20250923 146.65 ... 146.65 146.50 BB
20 bb2603 20250923 147.10 ... 147.00 146.80 BB
21 bb2605 20250923 0.00 ... 141.60 141.45 BB
22 bb2607 20250923 0.00 ... 146.35 146.20 BB
23 bb2609 20250923 0.00 ... 146.35 146.20 BB
24 bz2603 20250923 5900.00 ... 5865.00 5922.00 BZ
25 bz2604 20250923 5866.00 ... 5841.00 5904.00 BZ
26 bz2605 20250923 5857.00 ... 5859.00 5927.00 BZ
27 bz2606 20250923 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250923 0.00 ... 5859.00 5935.00 BZ
29 bz2608 20250923 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250923 2144.00 ... 2151.00 2163.00 C
31 c2601 20250923 2135.00 ... 2134.00 2148.00 C
32 c2603 20250923 2146.00 ... 2146.00 2159.00 C
33 c2605 20250923 2210.00 ... 2207.00 2218.00 C
34 c2607 20250923 2222.00 ... 2220.00 2231.00 C
35 c2609 20250923 2238.00 ... 2235.00 2247.00 C
36 cs2511 20250923 2429.00 ... 2436.00 2453.00 CS
37 cs2601 20250923 2450.00 ... 2452.00 2467.00 CS
38 cs2603 20250923 2458.00 ... 2458.00 2473.00 CS
39 cs2605 20250923 2542.00 ... 2541.00 2554.00 CS
40 cs2607 20250923 2552.00 ... 2549.00 2562.00 CS
41 cs2609 20250923 2581.00 ... 2576.00 2591.00 CS
42 eb2509 20250923 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250923 6856.00 ... 6839.00 6947.00 EB
44 eb2511 20250923 6892.00 ... 6865.00 6952.00 EB
45 eb2512 20250923 6916.00 ... 6883.00 6970.00 EB
46 eb2601 20250923 6962.00 ... 6927.00 7012.00 EB
47 eb2602 20250923 6988.00 ... 6966.00 7058.00 EB
48 eb2603 20250923 7027.00 ... 7002.00 7095.00 EB
49 eb2604 20250923 7069.00 ... 7048.00 7110.00 EB
50 eb2605 20250923 7097.00 ... 7065.00 7145.00 EB
51 eb2606 20250923 7103.00 ... 7086.00 7173.00 EB
52 eb2607 20250923 7085.00 ... 7071.00 7137.00 EB
53 eb2608 20250923 7099.00 ... 7099.00 7243.00 EB
54 eg2509 20250923 4078.00 ... 4139.00 4338.00 EG
55 eg2510 20250923 4269.00 ... 4246.00 4279.00 EG
56 eg2511 20250923 4219.00 ... 4201.00 4234.00 EG
57 eg2512 20250923 4204.00 ... 4193.00 4246.00 EG
58 eg2601 20250923 4231.00 ... 4214.00 4249.00 EG
59 eg2602 20250923 4230.00 ... 4226.00 4241.00 EG
60 eg2603 20250923 4237.00 ... 4234.00 4271.00 EG
61 eg2604 20250923 4266.00 ... 4261.00 4294.00 EG
62 eg2605 20250923 4288.00 ... 4271.00 4305.00 EG
63 eg2606 20250923 4288.00 ... 4292.00 4311.00 EG
64 eg2607 20250923 4300.00 ... 4300.00 4321.00 EG
65 eg2608 20250923 0.00 ... 4346.00 4378.00 EG
66 fb2510 20250923 1261.00 ... 1260.00 1259.00 FB
67 fb2511 20250923 1256.00 ... 1254.50 1254.00 FB
68 fb2512 20250923 1254.00 ... 1252.50 1254.50 FB
69 fb2601 20250923 1255.50 ... 1253.50 1255.50 FB
70 fb2602 20250923 1254.50 ... 1254.50 1255.50 FB
71 fb2603 20250923 1247.50 ... 1247.00 1247.50 FB
72 fb2604 20250923 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250923 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250923 0.00 ... 1294.50 1294.50 FB
75 fb2607 20250923 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250923 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250923 0.00 ... 1296.00 1296.00 FB
78 i2510 20250923 820.50 ... 821.00 828.50 I
79 i2511 20250923 819.50 ... 816.00 824.50 I
80 i2512 20250923 817.50 ... 810.50 819.00 I
81 i2601 20250923 808.50 ... 803.50 812.50 I
82 i2602 20250923 803.00 ... 800.00 808.00 I
83 i2603 20250923 796.50 ... 793.00 802.00 I
84 i2604 20250923 793.00 ... 789.50 796.50 I
85 i2605 20250923 785.00 ... 781.00 790.00 I
86 i2606 20250923 779.50 ... 776.00 784.00 I
87 i2607 20250923 778.00 ... 771.50 779.50 I
88 i2608 20250923 773.00 ... 767.00 774.50 I
89 i2609 20250923 803.00 ... 767.50 768.50 I
90 j2510 20250923 1601.00 ... 1604.00 1621.50 J
91 j2511 20250923 1645.00 ... 1632.50 1653.00 J
92 j2512 20250923 1654.50 ... 1664.00 1698.00 J
93 j2601 20250923 1721.00 ... 1710.50 1729.00 J
94 j2602 20250923 1755.50 ... 1747.50 1760.00 J
95 j2603 20250923 0.00 ... 1783.00 1783.00 J
96 j2604 20250923 0.00 ... 1814.00 1814.00 J
97 j2605 20250923 1859.00 ... 1847.00 1868.50 J
98 j2606 20250923 1869.50 ... 1869.50 1899.50 J
99 j2607 20250923 1878.00 ... 1878.00 1902.50 J
100 j2608 20250923 1905.00 ... 1905.00 1931.50 J
101 j2609 20250923 1931.00 ... 1933.50 1948.00 J
102 jd2509 20250923 3120.00 ... 3120.00 3193.00 JD
103 jd2510 20250923 2982.00 ... 2962.00 3003.00 JD
104 jd2511 20250923 3069.00 ... 3070.00 3096.00 JD
105 jd2512 20250923 3182.00 ... 3192.00 3224.00 JD
106 jd2601 20250923 3363.00 ... 3366.00 3381.00 JD
107 jd2602 20250923 3123.00 ... 3125.00 3135.00 JD
108 jd2603 20250923 3142.00 ... 3140.00 3156.00 JD
109 jd2604 20250923 3306.00 ... 3288.00 3324.00 JD
110 jd2605 20250923 3426.00 ... 3406.00 3443.00 JD
111 jd2606 20250923 3240.00 ... 3232.00 3254.00 JD
112 jd2607 20250923 3479.00 ... 3471.00 3492.00 JD
113 jd2608 20250923 3920.00 ... 3918.00 3924.00 JD
114 jm2510 20250923 1036.00 ... 1019.00 1036.00 JM
115 jm2511 20250923 1081.00 ... 1069.50 1085.50 JM
116 jm2512 20250923 1147.50 ... 1140.50 1155.50 JM
117 jm2601 20250923 1214.00 ... 1209.50 1229.00 JM
118 jm2602 20250923 1239.50 ... 1232.50 1251.00 JM
119 jm2603 20250923 1259.00 ... 1254.50 1277.50 JM
120 jm2604 20250923 1275.50 ... 1276.00 1304.00 JM
121 jm2605 20250923 1305.00 ... 1301.00 1323.00 JM
122 jm2606 20250923 1315.00 ... 1314.50 1347.50 JM
123 jm2607 20250923 1326.50 ... 1329.50 1361.00 JM
124 jm2608 20250923 1346.00 ... 1345.50 1370.00 JM
125 jm2609 20250923 1376.00 ... 1370.50 1389.50 JM
126 l2510 20250923 7073.00 ... 7043.00 7074.00 L
127 l2511 20250923 7093.00 ... 7073.00 7107.00 L
128 l2512 20250923 7114.00 ... 7093.00 7133.00 L
129 l2601 20250923 7116.00 ... 7108.00 7153.00 L
130 l2602 20250923 7112.00 ... 7109.00 7155.00 L
131 l2603 20250923 7132.00 ... 7126.00 7167.00 L
132 l2604 20250923 7172.00 ... 7157.00 7216.00 L
133 l2605 20250923 7172.00 ... 7154.00 7204.00 L
134 l2606 20250923 7171.00 ... 7155.00 7195.00 L
135 l2607 20250923 7184.00 ... 7175.00 7206.00 L
136 l2608 20250923 7206.00 ... 7209.00 7223.00 L
137 l2609 20250923 7222.00 ... 7204.00 7237.00 L
138 lg2509 20250923 780.00 ... 780.00 780.00 LG
139 lg2511 20250923 808.00 ... 807.00 808.00 LG
140 lg2601 20250923 823.50 ... 820.00 821.00 LG
141 lg2603 20250923 825.50 ... 825.00 826.50 LG
142 lg2605 20250923 826.00 ... 827.00 830.50 LG
143 lg2607 20250923 830.00 ... 829.50 832.50 LG
144 lh2509 20250923 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250923 12760.00 ... 12730.00 12855.00 LH
146 lh2601 20250923 13310.00 ... 13280.00 13405.00 LH
147 lh2603 20250923 12745.00 ... 12685.00 12815.00 LH
148 lh2605 20250923 13230.00 ... 13130.00 13315.00 LH
149 lh2607 20250923 13905.00 ... 13780.00 13990.00 LH
150 m2511 20250923 2995.00 ... 2922.00 3003.00 M
151 m2512 20250923 3040.00 ... 2968.00 3048.00 M
152 m2601 20250923 3013.00 ... 2954.00 3030.00 M
153 m2603 20250923 2943.00 ... 2906.00 2968.00 M
154 m2605 20250923 2770.00 ... 2739.00 2784.00 M
155 m2607 20250923 2762.00 ... 2736.00 2776.00 M
156 m2608 20250923 2877.00 ... 2843.00 2887.00 M
157 m2609 20250923 2885.00 ... 2847.00 2893.00 M
158 p2510 20250923 9210.00 ... 8948.00 9244.00 P
159 p2511 20250923 9264.00 ... 9052.00 9278.00 P
160 p2512 20250923 9278.00 ... 9072.00 9292.00 P
161 p2601 20250923 9282.00 ... 9086.00 9326.00 P
162 p2602 20250923 9290.00 ... 9078.00 9276.00 P
163 p2603 20250923 9228.00 ... 9008.00 9276.00 P
164 p2604 20250923 9128.00 ... 8938.00 9216.00 P
165 p2605 20250923 9108.00 ... 8866.00 9120.00 P
166 p2606 20250923 8990.00 ... 8762.00 9002.00 P
167 p2607 20250923 8800.00 ... 8648.00 8894.00 P
168 p2608 20250923 8726.00 ... 8574.00 8834.00 P
169 p2609 20250923 8776.00 ... 8520.00 8768.00 P
170 pg2509 20250923 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250923 4314.00 ... 4318.00 4366.00 PG
172 pg2511 20250923 4258.00 ... 4247.00 4293.00 PG
173 pg2512 20250923 4194.00 ... 4185.00 4232.00 PG
174 pg2601 20250923 4132.00 ... 4123.00 4171.00 PG
175 pg2602 20250923 4056.00 ... 4055.00 4100.00 PG
176 pg2603 20250923 3994.00 ... 3977.00 4020.00 PG
177 pg2604 20250923 4348.00 ... 4332.00 4366.00 PG
178 pg2605 20250923 4261.00 ... 4246.00 4281.00 PG
179 pg2606 20250923 4197.00 ... 4197.00 4195.00 PG
180 pg2607 20250923 4134.00 ... 4134.00 4159.00 PG
181 pg2608 20250923 4080.00 ... 4080.00 4095.00 PG
182 pp2510 20250923 6755.00 ... 6750.00 6785.00 PP
183 pp2511 20250923 6796.00 ... 6782.00 6821.00 PP
184 pp2512 20250923 6839.00 ... 6818.00 6857.00 PP
185 pp2601 20250923 6866.00 ... 6850.00 6895.00 PP
186 pp2602 20250923 6852.00 ... 6836.00 6882.00 PP
187 pp2603 20250923 6839.00 ... 6840.00 6870.00 PP
188 pp2604 20250923 6887.00 ... 6876.00 6911.00 PP
189 pp2605 20250923 6905.00 ... 6900.00 6942.00 PP
190 pp2606 20250923 6877.00 ... 6852.00 6903.00 PP
191 pp2607 20250923 6865.00 ... 6842.00 6878.00 PP
192 pp2608 20250923 6871.00 ... 6859.00 6894.00 PP
193 pp2609 20250923 6900.00 ... 6892.00 6931.00 PP
194 rr2510 20250923 3614.00 ... 3619.00 3610.00 RR
195 rr2511 20250923 3616.00 ... 3615.00 3615.00 RR
196 rr2512 20250923 3616.00 ... 3615.00 3613.00 RR
197 rr2601 20250923 3622.00 ... 3620.00 3624.00 RR
198 rr2602 20250923 3606.00 ... 3606.00 3608.00 RR
199 rr2603 20250923 3612.00 ... 3612.00 3611.00 RR
200 rr2604 20250923 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250923 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250923 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250923 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250923 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250923 0.00 ... 3614.00 3614.00 RR
206 v2510 20250923 4798.00 ... 4784.00 4837.00 V
207 v2511 20250923 4848.00 ... 4819.00 4867.00 V
208 v2512 20250923 4884.00 ... 4859.00 4903.00 V
209 v2601 20250923 4927.00 ... 4903.00 4955.00 V
210 v2602 20250923 4969.00 ... 4939.00 5001.00 V
211 v2603 20250923 5002.00 ... 4976.00 5035.00 V
212 v2604 20250923 5198.00 ... 5179.00 5246.00 V
213 v2605 20250923 5232.00 ... 5203.00 5259.00 V
214 v2606 20250923 5251.00 ... 5248.00 5286.00 V
215 v2607 20250923 5281.00 ... 5269.00 5318.00 V
216 v2608 20250923 5333.00 ... 5308.00 5347.00 V
217 v2609 20250923 5352.00 ... 5331.00 5385.00 V
218 y2511 20250923 8354.00 ... 8128.00 8376.00 Y
219 y2512 20250923 8408.00 ... 8178.00 8402.00 Y
220 y2601 20250923 8310.00 ... 8136.00 8348.00 Y
221 y2603 20250923 8286.00 ... 8096.00 8282.00 Y
222 y2605 20250923 8042.00 ... 7860.00 8066.00 Y
223 y2607 20250923 8026.00 ... 7868.00 8026.00 Y
224 y2608 20250923 8000.00 ... 7852.00 8036.00 Y
225 y2609 20250923 8012.00 ... 7804.00 8000.00 Y
[226 rows x 12 columns]
2025-09-25 18:26:03,924 - future_1d - INFO - ak.get_dce_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 IC2510 20250923 7156.800 ... 7034.000 7124.600 IC
1 IC2511 20250923 7093.200 ... 6972.000 7056.600 IC
2 IC2512 20250923 7033.000 ... 6888.200 6995.000 IC
3 IC2603 20250923 6857.000 ... 6715.600 6825.000 IC
4 IF2510 20250923 4516.800 ... 4482.000 4497.400 IF
5 IF2511 20250923 4502.000 ... 4472.600 4481.800 IF
6 IF2512 20250923 4495.000 ... 4454.600 4472.400 IF
7 IF2603 20250923 4469.000 ... 4425.200 4448.800 IF
8 IH2510 20250923 2917.000 ... 2911.800 2917.000 IH
9 IH2511 20250923 2915.800 ... 2912.600 2915.800 IH
10 IH2512 20250923 2920.000 ... 2912.400 2917.400 IH
11 IH2603 20250923 2921.000 ... 2911.400 2918.800 IH
12 IM2510 20250923 7402.200 ... 7250.400 7373.800 IM
13 IM2511 20250923 7319.800 ... 7160.400 7290.800 IM
14 IM2512 20250923 7236.800 ... 7075.800 7211.000 IM
15 IM2603 20250923 7029.000 ... 6870.200 7002.600 IM
16 T2512 20250923 107.905 ... 107.755 107.945 T
17 T2603 20250923 107.575 ... 107.420 107.595 T
18 T2606 20250923 107.400 ... 107.320 107.460 T
19 TF2512 20250923 105.730 ... 105.645 105.760 TF
20 TF2603 20250923 105.610 ... 105.515 105.620 TF
21 TF2606 20250923 105.530 ... 105.455 105.555 TF
22 TL2512 20250923 114.950 ... 114.540 115.090 TL
23 TL2603 20250923 114.660 ... 114.200 114.750 TL
24 TL2606 20250923 114.510 ... 114.250 114.770 TL
25 TS2512 20250923 102.394 ... 102.352 102.396 TS
26 TS2603 20250923 102.312 ... 102.280 102.324 TS
27 TS2606 20250923 102.274 ... 102.280 102.300 TS
[28 rows x 12 columns]
2025-09-25 18:26:04,282 - future_1d - INFO - ak.get_cffex_daily('2025-09-23') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250923 8450.0 8490.0 ... 23932.02 8472.0 8448.0 AP
1 AP511 20250923 8251.0 8288.0 ... 7593.47 8263.0 8220.0 AP
2 AP512 20250923 8252.0 8254.0 ... 543.07 8228.0 8205.0 AP
3 AP601 20250923 8293.0 8322.0 ... 349547.15 8285.0 8256.0 AP
4 AP603 20250923 8191.0 8208.0 ... 220.83 8179.0 8172.0 AP
5 AP604 20250923 8155.0 8156.0 ... 48.92 8154.0 8169.0 AP
6 AP605 20250923 8238.0 8239.0 ... 2657.67 8203.0 8195.0 AP
7 CF511 20250923 13505.0 13540.0 ... 335967.69 13490.0 13520.0 CF
8 CF601 20250923 13600.0 13605.0 ... 1633174.42 13545.0 13635.0 CF
9 CF603 20250923 13565.0 13565.0 ... 3271.99 13520.0 13605.0 CF
10 CF605 20250923 13620.0 13620.0 ... 227380.36 13560.0 13640.0 CF
11 CF607 20250923 13590.0 13600.0 ... 821.13 13570.0 13645.0 CF
12 CF609 20250923 13760.0 13780.0 ... 336.51 13735.0 13825.0 CF
13 CJ512 20250923 10680.0 10780.0 ... 1889.48 10735.0 10695.0 CJ
14 CJ601 20250923 10700.0 10820.0 ... 569998.00 10760.0 10710.0 CJ
15 CJ603 20250923 10660.0 10795.0 ... 10673.59 10745.0 10665.0 CJ
16 CJ605 20250923 10700.0 10820.0 ... 77130.91 10760.0 10680.0 CJ
17 CJ607 20250923 10825.0 10925.0 ... 1770.36 10860.0 10785.0 CJ
18 CJ609 20250923 10950.0 11000.0 ... 197.45 10970.0 10905.0 CJ
19 CY510 20250923 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250923 19640.0 19695.0 ... 96808.01 19640.0 19665.0 CY
21 CY512 20250923 0.0 0.0 ... 0.00 19495.0 19590.0 CY
22 CY601 20250923 19655.0 19675.0 ... 2238.56 19635.0 19700.0 CY
23 CY602 20250923 0.0 0.0 ... 0.00 19745.0 19790.0 CY
24 CY603 20250923 0.0 0.0 ... 0.00 19735.0 19705.0 CY
25 CY604 20250923 0.0 0.0 ... 0.00 19730.0 19790.0 CY
26 CY605 20250923 19835.0 19835.0 ... 29.67 19780.0 19910.0 CY
27 CY606 20250923 0.0 0.0 ... 0.00 19735.0 19845.0 CY
28 CY607 20250923 0.0 0.0 ... 0.00 20005.0 20150.0 CY
29 CY608 20250923 0.0 0.0 ... 0.00 19810.0 19810.0 CY
30 CY609 20250923 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250923 1082.0 1083.0 ... 8381.67 1073.0 1089.0 FG
32 FG511 20250923 1077.0 1077.0 ... 195070.28 1067.0 1087.0 FG
33 FG512 20250923 1196.0 1197.0 ... 91030.90 1184.0 1211.0 FG
34 FG601 20250923 1195.0 1195.0 ... 4359055.58 1181.0 1212.0 FG
35 FG602 20250923 1248.0 1254.0 ... 77124.71 1240.0 1263.0 FG
36 FG603 20250923 1257.0 1257.0 ... 3286.93 1245.0 1274.0 FG
37 FG604 20250923 1318.0 1321.0 ... 719.35 1308.0 1332.0 FG
38 FG605 20250923 1327.0 1327.0 ... 169356.31 1310.0 1339.0 FG
39 FG606 20250923 1349.0 1349.0 ... 854.70 1340.0 1366.0 FG
40 FG607 20250923 1350.0 1350.0 ... 1643.94 1339.0 1366.0 FG
41 FG608 20250923 1392.0 1392.0 ... 1223.87 1384.0 1400.0 FG
42 FG609 20250923 1399.0 1399.0 ... 5673.52 1388.0 1405.0 FG
43 JR511 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250923 2250.0 2258.0 ... 3747.47 2249.0 2263.0 MA
52 MA511 20250923 2278.0 2289.0 ... 206723.97 2278.0 2291.0 MA
53 MA512 20250923 2324.0 2328.0 ... 194794.73 2320.0 2330.0 MA
54 MA601 20250923 2339.0 2351.0 ... 1088354.07 2340.0 2353.0 MA
55 MA602 20250923 2364.0 2373.0 ... 134806.42 2363.0 2374.0 MA
56 MA603 20250923 2384.0 2396.0 ... 801.17 2384.0 2398.0 MA
57 MA604 20250923 2391.0 2391.0 ... 11.90 2379.0 2393.0 MA
58 MA605 20250923 2371.0 2380.0 ... 53597.43 2371.0 2379.0 MA
59 MA606 20250923 2383.0 2383.0 ... 4.76 2380.0 2386.0 MA
60 MA607 20250923 2360.0 2364.0 ... 37.69 2356.0 2367.0 MA
61 MA608 20250923 2349.0 2361.0 ... 7.06 2354.0 2360.0 MA
62 MA609 20250923 2337.0 2345.0 ... 2365.82 2333.0 2337.0 MA
63 OI511 20250923 10287.0 10290.0 ... 737228.24 10202.0 10272.0 OI
64 OI601 20250923 10118.0 10121.0 ... 4204398.12 10026.0 10102.0 OI
65 OI603 20250923 9838.0 9849.0 ... 5661.95 9745.0 9851.0 OI
66 OI605 20250923 9608.0 9617.0 ... 246149.62 9498.0 9607.0 OI
67 OI607 20250923 9551.0 9551.0 ... 1048.77 9448.0 9568.0 OI
68 OI609 20250923 9501.0 9506.0 ... 649.85 9418.0 9532.0 OI
69 PF510 20250923 6260.0 6262.0 ... 5991.79 6242.0 6296.0 PF
70 PF511 20250923 6254.0 6256.0 ... 499030.51 6234.0 6278.0 PF
71 PF512 20250923 6218.0 6220.0 ... 287371.85 6202.0 6244.0 PF
72 PF601 20250923 6270.0 6270.0 ... 35246.28 6246.0 6298.0 PF
73 PF602 20250923 6260.0 6272.0 ... 81677.67 6258.0 6300.0 PF
74 PF603 20250923 6262.0 6266.0 ... 50.06 6258.0 6314.0 PF
75 PF604 20250923 6314.0 6316.0 ... 22.08 6308.0 6366.0 PF
76 PF605 20250923 6332.0 6332.0 ... 34.82 6332.0 6378.0 PF
77 PF606 20250923 0.0 0.0 ... 0.00 6364.0 6376.0 PF
78 PF607 20250923 0.0 0.0 ... 0.00 6378.0 6412.0 PF
79 PF608 20250923 0.0 0.0 ... 0.00 6392.0 6420.0 PF
80 PF609 20250923 6408.0 6408.0 ... 3.20 6408.0 6428.0 PF
81 PK510 20250923 7794.0 7816.0 ... 3624.08 7794.0 7818.0 PK
82 PK511 20250923 7790.0 7802.0 ... 380149.50 7772.0 7820.0 PK
83 PK512 20250923 7802.0 7812.0 ... 166386.10 7788.0 7828.0 PK
84 PK601 20250923 7820.0 7820.0 ... 58162.67 7796.0 7832.0 PK
85 PK603 20250923 7828.0 7834.0 ... 297.03 7818.0 7852.0 PK
86 PK604 20250923 7836.0 7836.0 ... 58.72 7830.0 7850.0 PK
87 PK605 20250923 7846.0 7846.0 ... 2961.37 7834.0 7862.0 PK
88 PL601 20250923 6319.0 6348.0 ... 53121.68 6332.0 6373.0 PL
89 PL602 20250923 6366.0 6373.0 ... 165.58 6369.0 6412.0 PL
90 PL603 20250923 0.0 0.0 ... 0.00 6402.0 6421.0 PL
91 PL604 20250923 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250923 0.0 0.0 ... 0.00 6327.0 6345.0 PL
93 PL606 20250923 0.0 0.0 ... 0.00 6384.0 6384.0 PL
94 PL607 20250923 0.0 0.0 ... 0.00 6410.0 6439.0 PL
95 PL608 20250923 0.0 0.0 ... 0.00 6499.0 6500.0 PL
96 PL609 20250923 0.0 0.0 ... 0.00 6490.0 6500.0 PL
97 PM511 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250923 5756.0 5784.0 ... 3373.82 5752.0 5788.0 PR
104 PR511 20250923 5732.0 5734.0 ... 474277.75 5708.0 5756.0 PR
105 PR512 20250923 5730.0 5740.0 ... 546543.29 5712.0 5760.0 PR
106 PR601 20250923 5734.0 5734.0 ... 178133.22 5712.0 5760.0 PR
107 PR602 20250923 5756.0 6124.0 ... 397.18 5756.0 5780.0 PR
108 PR603 20250923 5778.0 6136.0 ... 398.15 5770.0 5810.0 PR
109 PR604 20250923 5766.0 5800.0 ... 173.45 5782.0 5820.0 PR
110 PR605 20250923 5794.0 5812.0 ... 130.32 5792.0 5828.0 PR
111 PR606 20250923 0.0 0.0 ... 0.00 5860.0 5904.0 PR
112 PR607 20250923 5848.0 5848.0 ... 8.77 5848.0 5912.0 PR
113 PR608 20250923 0.0 0.0 ... 0.00 5870.0 5914.0 PR
114 PR609 20250923 0.0 0.0 ... 0.00 5870.0 5888.0 PR
115 PX510 20250923 6592.0 6592.0 ... 817.21 6564.0 6666.0 PX
116 PX511 20250923 6566.0 6570.0 ... 536097.15 6534.0 6602.0 PX
117 PX512 20250923 6564.0 6564.0 ... 232067.56 6526.0 6594.0 PX
118 PX601 20250923 6550.0 6550.0 ... 118298.50 6518.0 6588.0 PX
119 PX602 20250923 6548.0 6552.0 ... 10757.76 6524.0 6590.0 PX
120 PX603 20250923 6524.0 6524.0 ... 13.02 6512.0 6584.0 PX
121 PX604 20250923 0.0 0.0 ... 0.00 6540.0 6600.0 PX
122 PX605 20250923 6530.0 6558.0 ... 3227.44 6528.0 6586.0 PX
123 PX606 20250923 0.0 0.0 ... 0.00 6558.0 6620.0 PX
124 PX607 20250923 6528.0 6614.0 ... 45.96 6566.0 6586.0 PX
125 PX608 20250923 6550.0 6550.0 ... 6.55 6548.0 6602.0 PX
126 PX609 20250923 6580.0 6580.0 ... 3.29 6580.0 6634.0 PX
127 RI511 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250923 2534.0 2537.0 ... 33070.36 2493.0 2553.0 RM
134 RM601 20250923 2519.0 2519.0 ... 1206857.30 2468.0 2533.0 RM
135 RM603 20250923 2407.0 2409.0 ... 26030.09 2368.0 2423.0 RM
136 RM605 20250923 2367.0 2369.0 ... 257422.45 2338.0 2384.0 RM
137 RM607 20250923 2356.0 2356.0 ... 16271.20 2328.0 2373.0 RM
138 RM608 20250923 2455.0 2455.0 ... 2317.59 2427.0 2470.0 RM
139 RM609 20250923 2442.0 2462.0 ... 6438.24 2426.0 2458.0 RM
140 RS511 20250923 5306.0 5330.0 ... 90.06 5297.0 5346.0 RS
141 RS607 20250923 5519.0 5574.0 ... 166.34 5545.0 5570.0 RS
142 RS608 20250923 5526.0 5571.0 ... 177.37 5543.0 5579.0 RS
143 RS609 20250923 5534.0 5584.0 ... 122.16 5553.0 5588.0 RS
144 SA510 20250923 1205.0 1209.0 ... 13784.78 1200.0 1219.0 SA
145 SA511 20250923 1217.0 1218.0 ... 630620.16 1209.0 1233.0 SA
146 SA512 20250923 1278.0 1280.0 ... 303270.59 1267.0 1298.0 SA
147 SA601 20250923 1287.0 1290.0 ... 3200531.21 1278.0 1307.0 SA
148 SA602 20250923 1322.0 1323.0 ... 302874.97 1308.0 1344.0 SA
149 SA603 20250923 1329.0 1363.0 ... 5013.19 1317.0 1345.0 SA
150 SA604 20250923 1375.0 1375.0 ... 1850.53 1359.0 1387.0 SA
151 SA605 20250923 1380.0 1385.0 ... 179470.47 1364.0 1397.0 SA
152 SA606 20250923 1391.0 1392.0 ... 1518.85 1378.0 1409.0 SA
153 SA607 20250923 1393.0 1394.0 ... 1744.90 1380.0 1411.0 SA
154 SA608 20250923 1431.0 1431.0 ... 1465.37 1417.0 1441.0 SA
155 SA609 20250923 1438.0 1438.0 ... 6767.03 1423.0 1447.0 SA
156 SF510 20250923 5464.0 5544.0 ... 6162.35 5508.0 5510.0 SF
157 SF511 20250923 5642.0 5734.0 ... 696479.14 5692.0 5692.0 SF
158 SF512 20250923 5658.0 5718.0 ... 225000.00 5676.0 5708.0 SF
159 SF601 20250923 5636.0 5706.0 ... 191019.14 5664.0 5672.0 SF
160 SF602 20250923 5586.0 5668.0 ... 33277.91 5628.0 5632.0 SF
161 SF603 20250923 5810.0 5810.0 ... 54.94 5784.0 5810.0 SF
162 SF604 20250923 0.0 0.0 ... 0.00 5832.0 5876.0 SF
163 SF605 20250923 5758.0 5820.0 ... 2607.62 5776.0 5794.0 SF
164 SF606 20250923 5730.0 5774.0 ... 183.61 5738.0 5728.0 SF
165 SF607 20250923 5900.0 5900.0 ... 41.12 5876.0 5920.0 SF
166 SF608 20250923 5834.0 5856.0 ... 8.77 5846.0 5906.0 SF
167 SF609 20250923 5904.0 5904.0 ... 111.22 5854.0 5890.0 SF
168 SH510 20250923 2497.0 2506.0 ... 23584.32 2474.0 2517.0 SH
169 SH511 20250923 2518.0 2535.0 ... 712883.24 2493.0 2553.0 SH
170 SH512 20250923 2590.0 2598.0 ... 396488.93 2551.0 2615.0 SH
171 SH601 20250923 2594.0 2603.0 ... 3220884.00 2555.0 2622.0 SH
172 SH602 20250923 2618.0 2624.0 ... 58040.99 2573.0 2640.0 SH
173 SH603 20250923 2636.0 2637.0 ... 1941.86 2589.0 2662.0 SH
174 SH604 20250923 2681.0 2681.0 ... 386.46 2629.0 2697.0 SH
175 SH605 20250923 2688.0 2694.0 ... 24995.82 2648.0 2707.0 SH
176 SH606 20250923 2689.0 2695.0 ... 431.06 2661.0 2717.0 SH
177 SH607 20250923 2661.0 2668.0 ... 119.10 2647.0 2716.0 SH
178 SH608 20250923 2699.0 2699.0 ... 87.61 2655.0 2715.0 SH
179 SH609 20250923 2704.0 2704.0 ... 577.67 2674.0 2722.0 SH
180 SM510 20250923 5742.0 5838.0 ... 5693.78 5790.0 5798.0 SM
181 SM511 20250923 5844.0 5918.0 ... 260909.85 5862.0 5896.0 SM
182 SM512 20250923 5858.0 5924.0 ... 95495.91 5866.0 5906.0 SM
183 SM601 20250923 5858.0 5940.0 ... 725733.20 5890.0 5884.0 SM
184 SM602 20250923 5866.0 5948.0 ... 110787.74 5892.0 5936.0 SM
185 SM603 20250923 5902.0 5956.0 ... 381.97 5922.0 5894.0 SM
186 SM604 20250923 5940.0 5944.0 ... 23.75 5938.0 5992.0 SM
187 SM605 20250923 5918.0 5978.0 ... 10115.74 5930.0 5920.0 SM
188 SM606 20250923 5918.0 5918.0 ... 2.96 5918.0 5906.0 SM
189 SM607 20250923 5936.0 5952.0 ... 14.85 5940.0 5984.0 SM
190 SM608 20250923 5928.0 5928.0 ... 2.96 5928.0 5966.0 SM
191 SM609 20250923 5980.0 6008.0 ... 534.55 5974.0 5962.0 SM
192 SR511 20250923 5500.0 5516.0 ... 155873.47 5496.0 5497.0 SR
193 SR601 20250923 5451.0 5457.0 ... 1208829.22 5440.0 5461.0 SR
194 SR603 20250923 5450.0 5450.0 ... 6275.57 5424.0 5450.0 SR
195 SR605 20250923 5430.0 5435.0 ... 126861.56 5414.0 5442.0 SR
196 SR607 20250923 5448.0 5449.0 ... 5980.90 5427.0 5451.0 SR
197 SR609 20250923 5458.0 5459.0 ... 3040.49 5439.0 5465.0 SR
198 TA510 20250923 4522.0 4524.0 ... 18585.90 4512.0 4562.0 TA
199 TA511 20250923 4542.0 4546.0 ... 251751.50 4528.0 4576.0 TA
200 TA512 20250923 4560.0 4560.0 ... 100162.00 4540.0 4588.0 TA
201 TA601 20250923 4562.0 4568.0 ... 1376736.09 4550.0 4596.0 TA
202 TA602 20250923 4566.0 4578.0 ... 19993.68 4560.0 4606.0 TA
203 TA603 20250923 4576.0 4588.0 ... 157.71 4572.0 4630.0 TA
204 TA604 20250923 4580.0 4588.0 ... 6.87 4584.0 4618.0 TA
205 TA605 20250923 4600.0 4610.0 ... 54237.18 4592.0 4636.0 TA
206 TA606 20250923 4608.0 4608.0 ... 20.68 4596.0 4640.0 TA
207 TA607 20250923 4610.0 4624.0 ... 27.66 4610.0 4658.0 TA
208 TA608 20250923 4626.0 4628.0 ... 9.25 4626.0 4676.0 TA
209 TA609 20250923 4634.0 4642.0 ... 243.28 4634.0 4672.0 TA
210 UR510 20250923 1558.0 1566.0 ... 5681.73 1559.0 1561.0 UR
211 UR511 20250923 1630.0 1640.0 ... 57725.64 1634.0 1635.0 UR
212 UR512 20250923 1648.0 1653.0 ... 16640.84 1648.0 1648.0 UR
213 UR601 20250923 1655.0 1664.0 ... 373093.20 1658.0 1658.0 UR
214 UR602 20250923 1665.0 1671.0 ... 589.60 1666.0 1664.0 UR
215 UR603 20250923 1712.0 1714.0 ... 71.83 1710.0 1711.0 UR
216 UR604 20250923 1711.0 1715.0 ... 27.40 1713.0 1712.0 UR
217 UR605 20250923 1712.0 1718.0 ... 18504.79 1713.0 1716.0 UR
218 UR606 20250923 1713.0 1718.0 ... 181.69 1714.0 1717.0 UR
219 UR607 20250923 1748.0 1749.0 ... 188.59 1746.0 1753.0 UR
220 UR608 20250923 1745.0 1745.0 ... 24.39 1742.0 1747.0 UR
221 UR609 20250923 1735.0 1739.0 ... 350.40 1735.0 1740.0 UR
222 WH511 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 18:26:04,560 - future_1d - INFO - ak.get_czce_daily('2025-09-23') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250923 ... 79940 80130 CU
1 1 CU2511 20250923 ... 79940 80120 CU
2 2 CU2512 20250923 ... 79940 80120 CU
3 3 CU2601 20250923 ... 79920 80110 CU
4 4 CU2602 20250923 ... 79890 80100 CU
5 5 CU2603 20250923 ... 79880 80130 CU
6 6 CU2604 20250923 ... 79920 80170 CU
7 7 CU2605 20250923 ... 79890 80280 CU
8 8 CU2606 20250923 ... 79940 80260 CU
9 9 CU2607 20250923 ... 79930 80290 CU
10 10 CU2608 20250923 ... 79930 80210 CU
11 11 CU2609 20250923 ... 79940 80220 CU
12 12 BC2510 20250923 ... 70920 71050 BC
13 13 BC2511 20250923 ... 70990 71120 BC
14 14 BC2512 20250923 ... 71110 71490 BC
15 15 BC2601 20250923 ... 71300 71300 BC
16 16 BC2602 20250923 ... 71100 71100 BC
17 17 BC2603 20250923 ... 71210 71210 BC
18 18 BC2604 20250923 ... 71300 71300 BC
19 19 BC2605 20250923 ... 71300 71300 BC
20 20 BC2606 20250923 ... 71400 71400 BC
21 21 BC2607 20250923 ... 71400 71400 BC
22 22 BC2608 20250923 ... 71400 71400 BC
23 23 BC2609 20250923 ... 71550 71550 BC
24 24 AL2510 20250923 ... 20685 20760 AL
25 25 AL2511 20250923 ... 20685 20770 AL
26 26 AL2512 20250923 ... 20690 20765 AL
27 27 AL2601 20250923 ... 20690 20760 AL
28 28 AL2602 20250923 ... 20690 20765 AL
29 29 AL2603 20250923 ... 20715 20785 AL
30 30 AL2604 20250923 ... 20735 20840 AL
31 31 AL2605 20250923 ... 20740 20820 AL
32 32 AL2606 20250923 ... 20745 20820 AL
33 33 AL2607 20250923 ... 20745 20840 AL
34 34 AL2608 20250923 ... 20745 20830 AL
35 35 AL2609 20250923 ... 20775 20830 AL
36 36 ZN2510 20250923 ... 21945 21995 ZN
37 37 ZN2511 20250923 ... 21955 21995 ZN
38 38 ZN2512 20250923 ... 21955 22015 ZN
39 39 ZN2601 20250923 ... 21980 22035 ZN
40 40 ZN2602 20250923 ... 21980 22055 ZN
41 41 ZN2603 20250923 ... 21960 22070 ZN
42 42 ZN2604 20250923 ... 22020 22095 ZN
43 43 ZN2605 20250923 ... 22125 22145 ZN
44 44 ZN2606 20250923 ... 22105 22185 ZN
45 45 ZN2607 20250923 ... 22115 22205 ZN
46 46 ZN2608 20250923 ... 22140 22240 ZN
47 47 ZN2609 20250923 ... 22160 22305 ZN
48 48 PB2510 20250923 ... 17085 17120 PB
49 49 PB2511 20250923 ... 17125 17160 PB
50 50 PB2512 20250923 ... 17125 17170 PB
51 51 PB2601 20250923 ... 17095 17160 PB
52 52 PB2602 20250923 ... 17175 17175 PB
53 53 PB2603 20250923 ... 17125 17185 PB
54 54 PB2604 20250923 ... 17215 17185 PB
55 55 PB2605 20250923 ... 17150 17185 PB
56 56 PB2606 20250923 ... 17165 17195 PB
57 57 PB2607 20250923 ... 17180 17215 PB
58 58 PB2608 20250923 ... 17140 17220 PB
59 59 PB2609 20250923 ... 17185 17210 PB
60 60 NI2510 20250923 ... 121010 121440 NI
61 61 NI2511 20250923 ... 121170 121630 NI
62 62 NI2512 20250923 ... 121300 121810 NI
63 63 NI2601 20250923 ... 121540 122020 NI
64 64 NI2602 20250923 ... 121790 122170 NI
65 65 NI2603 20250923 ... 122010 122400 NI
66 66 NI2604 20250923 ... 122160 122780 NI
67 67 NI2605 20250923 ... 122370 122960 NI
68 68 NI2606 20250923 ... 122520 123530 NI
69 69 NI2607 20250923 ... 122800 123500 NI
70 70 NI2608 20250923 ... 123230 123810 NI
71 71 NI2609 20250923 ... 123490 123880 NI
72 72 SN2510 20250923 ... 270250 271360 SN
73 73 SN2511 20250923 ... 270590 271840 SN
74 74 SN2512 20250923 ... 270770 272050 SN
75 75 SN2601 20250923 ... 270840 272270 SN
76 76 SN2602 20250923 ... 270970 271620 SN
77 77 SN2603 20250923 ... 270870 271420 SN
78 78 SN2604 20250923 ... 271120 271610 SN
79 79 SN2605 20250923 ... 270970 272210 SN
80 80 SN2606 20250923 ... 271080 272850 SN
81 81 SN2607 20250923 ... 272210 272590 SN
82 82 SN2608 20250923 ... 272800 271030 SN
83 83 SN2609 20250923 ... 272720 274160 SN
84 84 AO2510 20250923 ... 2873 2915 AO
85 85 AO2511 20250923 ... 2877 2914 AO
86 86 AO2512 20250923 ... 2887 2924 AO
87 87 AO2601 20250923 ... 2899 2934 AO
88 88 AO2602 20250923 ... 2905 2938 AO
89 89 AO2603 20250923 ... 2974 3008 AO
90 90 AO2604 20250923 ... 2996 3016 AO
91 91 AO2605 20250923 ... 2992 3026 AO
92 92 AO2606 20250923 ... 3007 3031 AO
93 93 AO2607 20250923 ... 3008 3040 AO
94 94 AO2608 20250923 ... 3020 3044 AO
95 95 AO2609 20250923 ... 3030 3076 AO
96 96 AD2511 20250923 ... 20230 20315 AD
97 97 AD2512 20250923 ... 20260 20340 AD
98 98 AD2601 20250923 ... 20275 20355 AD
99 99 AD2602 20250923 ... 20285 20355 AD
100 100 AD2603 20250923 ... 20300 20415 AD
101 101 AD2604 20250923 ... 20320 20345 AD
102 102 AD2605 20250923 ... 20320 20340 AD
103 103 AD2606 20250923 ... 20305 20305 AD
104 104 AD2607 20250923 ... 20510 20510 AD
105 105 AD2608 20250923 ... 20515 20515 AD
106 106 AD2609 20250923 ... 20335 20515 AD
107 107 AU2510 20250923 ... 847.78 835.38 AU
108 108 AU2511 20250923 ... 850.82 839.18 AU
109 109 AU2512 20250923 ... 851.2 838.74 AU
110 110 AU2602 20250923 ... 853.94 841.9 AU
111 111 AU2604 20250923 ... 855.86 844.64 AU
112 112 AU2606 20250923 ... 858.76 845.2 AU
113 113 AU2608 20250923 ... 861.04 848.34 AU
114 114 AU2610 20250923 ... 864.14 850.26 AU
115 115 AG2510 20250923 ... 10273 10136 AG
116 116 AG2511 20250923 ... 10294 10147 AG
117 117 AG2512 20250923 ... 10311 10168 AG
118 118 AG2601 20250923 ... 10318 10181 AG
119 119 AG2602 20250923 ... 10328 10181 AG
120 120 AG2603 20250923 ... 10346 10236 AG
121 121 AG2604 20250923 ... 10349 10233 AG
122 122 AG2605 20250923 ... 10372 10242 AG
123 123 AG2606 20250923 ... 10389 10262 AG
124 124 AG2607 20250923 ... 10399 10281 AG
125 125 AG2608 20250923 ... 10418 10291 AG
126 126 AG2609 20250923 ... 10429 10322 AG
127 127 RB2510 20250923 ... 3074 3093 RB
128 128 RB2511 20250923 ... 3088 3109 RB
129 129 RB2512 20250923 ... 3140 3161 RB
130 130 RB2601 20250923 ... 3163 3187 RB
131 131 RB2602 20250923 ... 3163 3188 RB
132 132 RB2603 20250923 ... 3182 3210 RB
133 133 RB2604 20250923 ... 3200 3222 RB
134 134 RB2605 20250923 ... 3220 3245 RB
135 135 RB2606 20250923 ... 3233 3257 RB
136 136 RB2607 20250923 ... 3248 3272 RB
137 137 RB2608 20250923 ... 3242 3266 RB
138 138 RB2609 20250923 ... 3248 3274 RB
139 139 WR2510 20250923 ... 3275 3289 WR
140 140 WR2511 20250923 ... 3302 3302 WR
141 141 WR2512 20250923 ... 3324 3324 WR
142 142 WR2601 20250923 ... 3337 3349 WR
143 143 WR2602 20250923 ... 3330 3358 WR
144 144 WR2603 20250923 ... 3399 3399 WR
145 145 WR2604 20250923 ... 3389 3389 WR
146 146 WR2605 20250923 ... 3414 3414 WR
147 147 WR2606 20250923 ... 3372 3372 WR
148 148 WR2607 20250923 ... 3390 3390 WR
149 149 WR2608 20250923 ... 3371 3399 WR
150 150 WR2609 20250923 ... 3450 3466 WR
151 151 HC2510 20250923 ... 3396 3424 HC
152 152 HC2511 20250923 ... 3377 3408 HC
153 153 HC2512 20250923 ... 3356 3392 HC
154 154 HC2601 20250923 ... 3349 3385 HC
155 155 HC2602 20250923 ... 3345 3383 HC
156 156 HC2603 20250923 ... 3350 3385 HC
157 157 HC2604 20250923 ... 3356 3388 HC
158 158 HC2605 20250923 ... 3358 3393 HC
159 159 HC2606 20250923 ... 3370 3399 HC
160 160 HC2607 20250923 ... 3376 3405 HC
161 161 HC2608 20250923 ... 3378 3392 HC
162 162 HC2609 20250923 ... 3378 3396 HC
163 163 SS2510 20250923 ... 12790 12795 SS
164 164 SS2511 20250923 ... 12905 12910 SS
165 165 SS2512 20250923 ... 12940 12945 SS
166 166 SS2601 20250923 ... 13005 13015 SS
167 167 SS2602 20250923 ... 13065 13075 SS
168 168 SS2603 20250923 ... 13125 13140 SS
169 169 SS2604 20250923 ... 13190 13195 SS
170 170 SS2605 20250923 ... 13255 13265 SS
171 171 SS2606 20250923 ... 13305 13310 SS
172 172 SS2607 20250923 ... 13340 13360 SS
173 173 SS2608 20250923 ... 13420 13395 SS
174 174 SS2609 20250923 ... 13485 13475 SS
175 175 SC2510 20250923 ... 477.6 485.5 SC
176 176 SC2511 20250923 ... 475.3 484.2 SC
177 177 SC2512 20250923 ... 475.6 483.6 SC
178 178 SC2601 20250923 ... 475.6 482.9 SC
179 179 SC2602 20250923 ... 475.1 481.8 SC
180 180 SC2603 20250923 ... 474.4 481.1 SC
181 181 SC2604 20250923 ... 475.3 481.3 SC
182 182 SC2605 20250923 ... 475 480.9 SC
183 183 SC2606 20250923 ... 474.4 480.2 SC
184 184 SC2607 20250923 ... 472.8 480.4 SC
185 185 SC2608 20250923 ... 472.8 478 SC
186 186 SC2609 20250923 ... 471.8 477.7 SC
187 187 SC2612 20250923 ... 469.8 473.9 SC
188 188 SC2703 20250923 ... 472 475.1 SC
189 189 SC2706 20250923 ... 469.2 469.2 SC
190 190 SC2709 20250923 ... 470 473.2 SC
191 191 SC2712 20250923 ... 466.3 466.3 SC
192 192 SC2803 20250923 ... 468 470 SC
193 193 SC2806 20250923 ... 458.9 462.8 SC
194 194 SC2809 20250923 ... 461 465.7 SC
195 195 LU2510 20250923 ... 3317 3351 LU
196 196 LU2511 20250923 ... 3345 3373 LU
197 197 LU2512 20250923 ... 3328 3354 LU
198 198 LU2601 20250923 ... 3318 3342 LU
199 199 LU2602 20250923 ... 3309 3334 LU
200 200 LU2603 20250923 ... 3301 3326 LU
201 201 LU2604 20250923 ... 3294 3323 LU
202 202 LU2605 20250923 ... 3304 3326 LU
203 203 LU2606 20250923 ... 3297 3319 LU
204 204 LU2607 20250923 ... 3278 3307 LU
205 205 LU2608 20250923 ... 3274 3306 LU
206 206 LU2609 20250923 ... 3268 3292 LU
207 207 FU2510 20250923 ... 2770 2803 FU
208 208 FU2511 20250923 ... 2797 2818 FU
209 209 FU2512 20250923 ... 2776 2796 FU
210 210 FU2601 20250923 ... 2758 2778 FU
211 211 FU2602 20250923 ... 2744 2761 FU
212 212 FU2603 20250923 ... 2736 2754 FU
213 213 FU2604 20250923 ... 2730 2749 FU
214 214 FU2605 20250923 ... 2718 2739 FU
215 215 FU2606 20250923 ... 2710 2732 FU
216 216 FU2607 20250923 ... 2690 2713 FU
217 217 FU2608 20250923 ... 2684 2708 FU
218 218 FU2609 20250923 ... 2674 2695 FU
219 219 BU2510 20250923 ... 3387 3421 BU
220 220 BU2511 20250923 ... 3377 3414 BU
221 221 BU2512 20250923 ... 3324 3364 BU
222 222 BU2601 20250923 ... 3291 3336 BU
223 223 BU2602 20250923 ... 3298 3340 BU
224 224 BU2603 20250923 ... 3306 3342 BU
225 225 BU2604 20250923 ... 3312 3346 BU
226 226 BU2605 20250923 ... 3308 3346 BU
227 227 BU2606 20250923 ... 3309 3337 BU
228 228 BU2607 20250923 ... 3310 3330 BU
229 229 BU2608 20250923 ... 3302 3337 BU
230 230 BU2609 20250923 ... 3304 3332 BU
231 231 BU2612 20250923 ... 3276 3297 BU
232 232 BU2703 20250923 ... 3281 3312 BU
233 233 BU2706 20250923 ... 3289 3308 BU
234 234 BU2709 20250923 ... 3297 3337 BU
235 235 BR2510 20250923 ... 11545 11565 BR
236 236 BR2511 20250923 ... 11480 11495 BR
237 237 BR2512 20250923 ... 11465 11475 BR
238 238 BR2601 20250923 ... 11460 11475 BR
239 239 BR2602 20250923 ... 11500 11485 BR
240 240 BR2603 20250923 ... 11570 11470 BR
241 241 BR2604 20250923 ... 11540 11535 BR
242 242 BR2605 20250923 ... 11510 11545 BR
243 243 BR2606 20250923 ... 11620 11630 BR
244 244 BR2607 20250923 ... 11680 11730 BR
245 245 BR2608 20250923 ... 11685 11715 BR
246 246 BR2609 20250923 ... 11675 11675 BR
247 247 RU2510 20250923 ... 14780 14745 RU
248 248 RU2511 20250923 ... 14695 14675 RU
249 249 RU2601 20250923 ... 15570 15560 RU
250 250 RU2603 20250923 ... 15510 15560 RU
251 251 RU2604 20250923 ... 15505 15550 RU
252 252 RU2605 20250923 ... 15525 15540 RU
253 253 RU2606 20250923 ... 15655 15580 RU
254 254 RU2607 20250923 ... 15575 15580 RU
255 255 RU2608 20250923 ... 15680 15735 RU
256 256 RU2609 20250923 ... 15575 15610 RU
257 257 NR2510 20250923 ... 12390 12340 NR
258 258 NR2511 20250923 ... 12435 12365 NR
259 259 NR2512 20250923 ... 12445 12385 NR
260 260 NR2601 20250923 ... 12475 12405 NR
261 261 NR2602 20250923 ... 12460 12420 NR
262 262 NR2603 20250923 ... 12505 12385 NR
263 263 NR2604 20250923 ... 12525 12440 NR
264 264 NR2605 20250923 ... 12505 12485 NR
265 265 NR2606 20250923 ... 12495 12495 NR
266 266 NR2607 20250923 ... 12650 12650 NR
267 267 NR2608 20250923 ... 12685 12685 NR
268 268 NR2609 20250923 ... 12510 12510 NR
269 269 SP2510 20250923 ... 4984 4980 SP
270 270 SP2511 20250923 ... 5006 5006 SP
271 271 SP2512 20250923 ... 5026 5024 SP
272 272 SP2601 20250923 ... 5274 5298 SP
273 273 SP2602 20250923 ... 5264 5286 SP
274 274 SP2603 20250923 ... 5282 5304 SP
275 275 SP2604 20250923 ... 5286 5320 SP
276 276 SP2605 20250923 ... 5300 5316 SP
277 277 SP2606 20250923 ... 5308 5320 SP
278 278 SP2607 20250923 ... 5310 5322 SP
279 279 SP2608 20250923 ... 5312 5330 SP
280 280 SP2609 20250923 ... 5308 5340 SP
281 281 OP2601 20250923 ... 4230 4238 OP
282 282 OP2602 20250923 ... 4228 4232 OP
283 283 OP2603 20250923 ... 4238 4258 OP
284 284 OP2604 20250923 ... 4262 4270 OP
285 285 OP2605 20250923 ... 4276 4286 OP
286 286 OP2606 20250923 ... 4242 4242 OP
287 287 OP2607 20250923 ... 4258 4258 OP
288 288 OP2608 20250923 ... 4238 4260 OP
289 289 OP2609 20250923 ... 4342 4342 OP
290 290 EC2510 20250923 ... 1085.4 1102 EC
291 291 EC2512 20250923 ... 1622.5 1669.2 EC
292 292 EC2602 20250923 ... 1536.9 1586.4 EC
293 293 EC2604 20250923 ... 1235.7 1274.4 EC
294 294 EC2606 20250923 ... 1422.5 1454.8 EC
295 295 EC2608 20250923 ... 1591.2 1606.8 EC
296 298 SC_TAS2511 20250923 ... SC_TAS
297 299 SC_TAS2512 20250923 ... SC_TAS
298 300 SC_TAS2601 20250923 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 18:26:04,667 - future_1d - INFO - ak.get_shfe_daily('2025-09-23') done
2025-09-25 18:26:06,428 - future_1d - INFO - save future_daily 2025-09-23 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250924 50370.0 ... 51390.0 50335.0 PS
1 PS2511 20250924 50300.0 ... 50910.0 50170.0 PS
2 PS2512 20250924 52775.0 ... 53295.0 52510.0 PS
3 PS2601 20250924 52395.0 ... 52905.0 52240.0 PS
4 PS2602 20250924 52260.0 ... 52855.0 52145.0 PS
5 PS2603 20250924 52290.0 ... 52725.0 51780.0 PS
6 PS2604 20250924 52105.0 ... 52925.0 52115.0 PS
7 PS2605 20250924 52010.0 ... 52675.0 51960.0 PS
8 PS2606 20250924 54100.0 ... 54420.0 54160.0 PS
9 PS2607 20250924 53900.0 ... 54480.0 53800.0 PS
10 PS2608 20250924 53370.0 ... 54375.0 53725.0 PS
11 PS2609 20250924 53645.0 ... 54450.0 53680.0 PS
13 SI2510 20250924 8980.0 ... 8925.0 8905.0 SI
14 SI2511 20250924 8950.0 ... 8990.0 8945.0 SI
15 SI2512 20250924 9365.0 ... 9385.0 9350.0 SI
16 SI2601 20250924 9300.0 ... 9355.0 9305.0 SI
17 SI2602 20250924 9290.0 ... 9380.0 9320.0 SI
18 SI2603 20250924 9265.0 ... 9400.0 9340.0 SI
19 SI2604 20250924 9390.0 ... 9410.0 9335.0 SI
20 SI2605 20250924 9350.0 ... 9385.0 9355.0 SI
21 SI2606 20250924 9315.0 ... 9385.0 9335.0 SI
22 SI2607 20250924 9305.0 ... 9415.0 9355.0 SI
23 SI2608 20250924 9300.0 ... 9410.0 9350.0 SI
24 SI2609 20250924 9325.0 ... 9390.0 9360.0 SI
27 LC2510 20250924 73500.0 ... 73280.0 73160.0 LC
28 LC2511 20250924 73700.0 ... 73360.0 73460.0 LC
29 LC2512 20250924 73860.0 ... 73500.0 73540.0 LC
30 LC2601 20250924 73900.0 ... 73360.0 73440.0 LC
31 LC2602 20250924 73620.0 ... 73160.0 73360.0 LC
32 LC2603 20250924 73580.0 ... 73160.0 73320.0 LC
33 LC2604 20250924 74000.0 ... 73580.0 73900.0 LC
34 LC2605 20250924 74020.0 ... 73520.0 73800.0 LC
35 LC2606 20250924 73800.0 ... 73400.0 73500.0 LC
36 LC2607 20250924 73600.0 ... 73200.0 73440.0 LC
37 LC2608 20250924 73660.0 ... 73220.0 73500.0 LC
38 LC2609 20250924 73460.0 ... 73240.0 73580.0 LC
[36 rows x 12 columns]
2025-09-25 18:26:12,687 - future_1d - INFO - ak.get_gfex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 SC2510 20250924 479.3 ... 479.3 477.6 SC
1 SC2511 20250924 479.2 ... 482.3 475.3 SC
2 SC2512 20250924 479.3 ... 482.8 475.6 SC
3 SC2601 20250924 480.2 ... 482.7 475.6 SC
4 SC2602 20250924 479.4 ... 482.1 475.1 SC
5 SC2603 20250924 478.5 ... 481.8 474.4 SC
6 SC2604 20250924 478.5 ... 482.5 475.3 SC
7 SC2605 20250924 478.5 ... 480.8 475 SC
8 SC2606 20250924 478.5 ... 480 474.4 SC
9 SC2607 20250924 479 ... 480 472.8 SC
10 SC2608 20250924 478.2 ... 478.1 472.8 SC
11 SC2609 20250924 477 ... 477.8 471.8 SC
12 SC2612 20250924 ... 472 469.8 SC
13 SC2703 20250924 ... 473.1 472 SC
14 SC2706 20250924 ... 469.2 469.2 SC
15 SC2709 20250924 ... 470 470 SC
16 SC2712 20250924 469.1 ... 469.1 466.3 SC
17 SC2803 20250924 ... 468 468 SC
18 SC2806 20250924 465.3 ... 465.8 458.9 SC
19 SC2809 20250924 464.2 ... 464.2 461 SC
21 LU2510 20250924 3341 ... 3366 3317 LU
22 LU2511 20250924 3386 ... 3397 3345 LU
23 LU2512 20250924 3364 ... 3385 3328 LU
24 LU2601 20250924 3354 ... 3377 3318 LU
25 LU2602 20250924 3348 ... 3362 3309 LU
26 LU2603 20250924 3346 ... 3358 3301 LU
27 LU2604 20250924 3356 ... 3356 3294 LU
28 LU2605 20250924 3330 ... 3356 3304 LU
29 LU2606 20250924 3346 ... 3347 3297 LU
30 LU2607 20250924 3338 ... 3344 3278 LU
31 LU2608 20250924 3325 ... 3334 3274 LU
32 LU2609 20250924 3288 ... 3320 3268 LU
34 NR2510 20250924 12400 ... 12415 12390 NR
35 NR2511 20250924 12385 ... 12455 12435 NR
36 NR2512 20250924 12415 ... 12465 12445 NR
37 NR2601 20250924 12455 ... 12490 12475 NR
38 NR2602 20250924 12460 ... 12490 12460 NR
39 NR2603 20250924 12460 ... 12510 12505 NR
40 NR2604 20250924 12520 ... 12530 12525 NR
41 NR2605 20250924 12590 ... 12600 12505 NR
42 NR2606 20250924 ... 12495 12495 NR
43 NR2607 20250924 ... 12650 12650 NR
44 NR2608 20250924 ... 12685 12685 NR
45 NR2609 20250924 ... 12510 12510 NR
47 BC2510 20250924 71050 ... 70910 70920 BC
48 BC2511 20250924 71050 ... 71060 70990 BC
49 BC2512 20250924 ... 71110 71110 BC
50 BC2601 20250924 ... 71300 71300 BC
51 BC2602 20250924 ... 71100 71100 BC
52 BC2603 20250924 ... 71210 71210 BC
53 BC2604 20250924 ... 71300 71300 BC
54 BC2605 20250924 ... 71300 71300 BC
55 BC2606 20250924 ... 71400 71400 BC
56 BC2607 20250924 ... 71400 71400 BC
57 BC2608 20250924 ... 71400 71400 BC
58 BC2609 20250924 ... 71550 71550 BC
60 EC2510 20250924 1101.6 ... 1128 1085.4 EC
61 EC2512 20250924 1628.8 ... 1678.9 1622.5 EC
62 EC2602 20250924 1548.1 ... 1572.8 1536.9 EC
63 EC2604 20250924 1238.6 ... 1257.3 1235.7 EC
64 EC2606 20250924 1426 ... 1436.5 1422.5 EC
65 EC2608 20250924 1588 ... 1591.5 1591.2 EC
68 SC_TAS2511 20250924 ... SC_TAS
69 SC_TAS2512 20250924 ... SC_TAS
70 SC_TAS2601 20250924 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 18:26:12,753 - future_1d - INFO - ak.get_ine_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 a2511 20250924 3883.00 ... 3890.00 3876.00 A
1 a2601 20250924 3871.00 ... 3879.00 3870.00 A
2 a2603 20250924 3875.00 ... 3886.00 3872.00 A
3 a2605 20250924 3925.00 ... 3929.00 3911.00 A
4 a2607 20250924 3924.00 ... 3931.00 3917.00 A
5 a2609 20250924 3925.00 ... 3942.00 3927.00 A
6 b2510 20250924 3578.00 ... 3575.00 3576.00 B
7 b2511 20250924 3579.00 ... 3582.00 3607.00 B
8 b2512 20250924 3610.00 ... 3611.00 3645.00 B
9 b2601 20250924 3602.00 ... 3605.00 3639.00 B
10 b2602 20250924 3596.00 ... 3608.00 3635.00 B
11 b2603 20250924 3565.00 ... 3580.00 3586.00 B
12 b2604 20250924 3483.00 ... 3495.00 3494.00 B
13 b2605 20250924 3421.00 ... 3425.00 3426.00 B
14 b2606 20250924 3394.00 ... 3405.00 3401.00 B
15 b2607 20250924 3405.00 ... 3413.00 3406.00 B
16 b2608 20250924 3502.00 ... 3508.00 3510.00 B
17 b2609 20250924 3510.00 ... 3516.00 3510.00 B
18 bb2511 20250924 141.85 ... 142.00 142.05 BB
19 bb2601 20250924 146.80 ... 146.80 146.65 BB
20 bb2603 20250924 147.05 ... 147.00 147.00 BB
21 bb2605 20250924 0.00 ... 141.60 141.60 BB
22 bb2607 20250924 0.00 ... 146.35 146.35 BB
23 bb2609 20250924 0.00 ... 146.35 146.35 BB
24 bz2603 20250924 5882.00 ... 5910.00 5865.00 BZ
25 bz2604 20250924 5891.00 ... 5902.00 5841.00 BZ
26 bz2605 20250924 5916.00 ... 5916.00 5859.00 BZ
27 bz2606 20250924 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250924 5880.00 ... 5880.00 5859.00 BZ
29 bz2608 20250924 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250924 2163.00 ... 2158.00 2151.00 C
31 c2601 20250924 2137.00 ... 2134.00 2134.00 C
32 c2603 20250924 2147.00 ... 2146.00 2146.00 C
33 c2605 20250924 2204.00 ... 2201.00 2207.00 C
34 c2607 20250924 2220.00 ... 2214.00 2220.00 C
35 c2609 20250924 2234.00 ... 2231.00 2235.00 C
36 cs2511 20250924 2448.00 ... 2458.00 2436.00 CS
37 cs2601 20250924 2457.00 ... 2459.00 2452.00 CS
38 cs2603 20250924 2459.00 ... 2461.00 2458.00 CS
39 cs2605 20250924 2541.00 ... 2540.00 2541.00 CS
40 cs2607 20250924 2543.00 ... 2549.00 2549.00 CS
41 cs2609 20250924 2576.00 ... 2588.00 2576.00 CS
42 eb2509 20250924 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250924 6851.00 ... 6884.00 6839.00 EB
44 eb2511 20250924 6900.00 ... 6923.00 6865.00 EB
45 eb2512 20250924 6921.00 ... 6940.00 6883.00 EB
46 eb2601 20250924 6950.00 ... 6978.00 6927.00 EB
47 eb2602 20250924 6994.00 ... 7013.00 6966.00 EB
48 eb2603 20250924 7020.00 ... 7051.00 7002.00 EB
49 eb2604 20250924 7091.00 ... 7085.00 7048.00 EB
50 eb2605 20250924 7105.00 ... 7107.00 7065.00 EB
51 eb2606 20250924 7116.00 ... 7117.00 7086.00 EB
52 eb2607 20250924 0.00 ... 7071.00 7071.00 EB
53 eb2608 20250924 7178.00 ... 7178.00 7099.00 EB
54 eg2509 20250924 0.00 ... 4139.00 4139.00 EG
55 eg2510 20250924 4264.00 ... 4259.00 4246.00 EG
56 eg2511 20250924 4225.00 ... 4219.00 4201.00 EG
57 eg2512 20250924 4203.00 ... 4228.00 4193.00 EG
58 eg2601 20250924 4220.00 ... 4227.00 4214.00 EG
59 eg2602 20250924 4240.00 ... 4240.00 4226.00 EG
60 eg2603 20250924 4244.00 ... 4247.00 4234.00 EG
61 eg2604 20250924 4270.00 ... 4279.00 4261.00 EG
62 eg2605 20250924 4279.00 ... 4286.00 4271.00 EG
63 eg2606 20250924 4290.00 ... 4290.00 4292.00 EG
64 eg2607 20250924 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250924 0.00 ... 4346.00 4346.00 EG
66 fb2510 20250924 1261.00 ... 1259.50 1260.00 FB
67 fb2511 20250924 1256.00 ... 1254.50 1254.50 FB
68 fb2512 20250924 1254.50 ... 1254.00 1252.50 FB
69 fb2601 20250924 1253.50 ... 1254.50 1253.50 FB
70 fb2602 20250924 1256.00 ... 1255.50 1254.50 FB
71 fb2603 20250924 1247.00 ... 1246.00 1247.00 FB
72 fb2604 20250924 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250924 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250924 0.00 ... 1292.00 1294.50 FB
75 fb2607 20250924 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250924 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250924 0.00 ... 1296.00 1296.00 FB
78 i2510 20250924 815.50 ... 820.00 821.00 I
79 i2511 20250924 816.50 ... 816.00 816.00 I
80 i2512 20250924 812.00 ... 811.00 810.50 I
81 i2601 20250924 804.00 ... 803.50 803.50 I
82 i2602 20250924 799.00 ... 799.00 800.00 I
83 i2603 20250924 793.50 ... 793.00 793.00 I
84 i2604 20250924 788.00 ... 789.50 789.50 I
85 i2605 20250924 780.50 ... 781.50 781.00 I
86 i2606 20250924 775.00 ... 777.00 776.00 I
87 i2607 20250924 770.00 ... 771.50 771.50 I
88 i2608 20250924 765.50 ... 767.00 767.00 I
89 i2609 20250924 759.50 ... 762.00 767.50 I
90 j2510 20250924 1631.50 ... 1628.00 1604.00 J
91 j2511 20250924 1645.00 ... 1655.00 1632.50 J
92 j2512 20250924 1687.50 ... 1690.50 1664.00 J
93 j2601 20250924 1720.00 ... 1725.50 1710.50 J
94 j2602 20250924 0.00 ... 1747.50 1747.50 J
95 j2603 20250924 0.00 ... 1783.00 1783.00 J
96 j2604 20250924 1842.00 ... 1841.50 1814.00 J
97 j2605 20250924 1868.50 ... 1869.50 1847.00 J
98 j2606 20250924 0.00 ... 1869.50 1869.50 J
99 j2607 20250924 1898.50 ... 1898.50 1878.00 J
100 j2608 20250924 1922.00 ... 1919.50 1905.00 J
101 j2609 20250924 1936.00 ... 1943.00 1933.50 J
102 jd2509 20250924 3250.00 ... 3250.00 3120.00 JD
103 jd2510 20250924 2949.00 ... 2958.00 2962.00 JD
104 jd2511 20250924 3065.00 ... 3057.00 3070.00 JD
105 jd2512 20250924 3190.00 ... 3182.00 3192.00 JD
106 jd2601 20250924 3362.00 ... 3354.00 3366.00 JD
107 jd2602 20250924 3121.00 ... 3122.00 3125.00 JD
108 jd2603 20250924 3140.00 ... 3144.00 3140.00 JD
109 jd2604 20250924 3274.00 ... 3268.00 3288.00 JD
110 jd2605 20250924 3397.00 ... 3391.00 3406.00 JD
111 jd2606 20250924 3222.00 ... 3228.00 3232.00 JD
112 jd2607 20250924 3467.00 ... 3472.00 3471.00 JD
113 jd2608 20250924 3918.00 ... 3918.00 3918.00 JD
114 jm2510 20250924 1030.00 ... 1025.50 1019.00 JM
115 jm2511 20250924 1082.00 ... 1078.50 1069.50 JM
116 jm2512 20250924 1156.00 ... 1149.50 1140.50 JM
117 jm2601 20250924 1221.00 ... 1222.50 1209.50 JM
118 jm2602 20250924 1245.00 ... 1247.50 1232.50 JM
119 jm2603 20250924 1271.00 ... 1268.00 1254.50 JM
120 jm2604 20250924 1293.50 ... 1289.00 1276.00 JM
121 jm2605 20250924 1319.00 ... 1316.00 1301.00 JM
122 jm2606 20250924 1340.00 ... 1332.00 1314.50 JM
123 jm2607 20250924 1343.00 ... 1346.00 1329.50 JM
124 jm2608 20250924 1369.00 ... 1364.50 1345.50 JM
125 jm2609 20250924 1387.50 ... 1386.00 1370.50 JM
126 l2510 20250924 7062.00 ... 7075.00 7043.00 L
127 l2511 20250924 7073.00 ... 7109.00 7073.00 L
128 l2512 20250924 7106.00 ... 7131.00 7093.00 L
129 l2601 20250924 7117.00 ... 7138.00 7108.00 L
130 l2602 20250924 7117.00 ... 7144.00 7109.00 L
131 l2603 20250924 7130.00 ... 7146.00 7126.00 L
132 l2604 20250924 7169.00 ... 7193.00 7157.00 L
133 l2605 20250924 7160.00 ... 7179.00 7154.00 L
134 l2606 20250924 7180.00 ... 7187.00 7155.00 L
135 l2607 20250924 7191.00 ... 7208.00 7175.00 L
136 l2608 20250924 7230.00 ... 7230.00 7209.00 L
137 l2609 20250924 7213.00 ... 7228.00 7204.00 L
138 lg2509 20250924 770.00 ... 766.00 780.00 LG
139 lg2511 20250924 807.00 ... 804.50 807.00 LG
140 lg2601 20250924 820.00 ... 820.00 820.00 LG
141 lg2603 20250924 825.50 ... 826.00 825.00 LG
142 lg2605 20250924 829.00 ... 827.50 827.00 LG
143 lg2607 20250924 828.00 ... 828.00 829.50 LG
144 lh2509 20250924 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250924 12665.00 ... 12700.00 12730.00 LH
146 lh2601 20250924 13225.00 ... 13295.00 13280.00 LH
147 lh2603 20250924 12650.00 ... 12700.00 12685.00 LH
148 lh2605 20250924 13100.00 ... 13140.00 13130.00 LH
149 lh2607 20250924 13730.00 ... 13810.00 13780.00 LH
150 m2511 20250924 2894.00 ... 2895.00 2922.00 M
151 m2512 20250924 2938.00 ... 2937.00 2968.00 M
152 m2601 20250924 2926.00 ... 2922.00 2954.00 M
153 m2603 20250924 2893.00 ... 2897.00 2906.00 M
154 m2605 20250924 2729.00 ... 2743.00 2739.00 M
155 m2607 20250924 2724.00 ... 2737.00 2736.00 M
156 m2608 20250924 2836.00 ... 2848.00 2843.00 M
157 m2609 20250924 2842.00 ... 2851.00 2847.00 M
158 p2510 20250924 8942.00 ... 8904.00 8948.00 P
159 p2511 20250924 9050.00 ... 9044.00 9052.00 P
160 p2512 20250924 9058.00 ... 9052.00 9072.00 P
161 p2601 20250924 9088.00 ... 9078.00 9086.00 P
162 p2602 20250924 9020.00 ... 9062.00 9078.00 P
163 p2603 20250924 9008.00 ... 9018.00 9008.00 P
164 p2604 20250924 8976.00 ... 8982.00 8938.00 P
165 p2605 20250924 8870.00 ... 8902.00 8866.00 P
166 p2606 20250924 8774.00 ... 8798.00 8762.00 P
167 p2607 20250924 8702.00 ... 8718.00 8648.00 P
168 p2608 20250924 8614.00 ... 8618.00 8574.00 P
169 p2609 20250924 8500.00 ... 8546.00 8520.00 P
170 pg2509 20250924 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250924 4321.00 ... 4332.00 4318.00 PG
172 pg2511 20250924 4256.00 ... 4254.00 4247.00 PG
173 pg2512 20250924 4189.00 ... 4193.00 4185.00 PG
174 pg2601 20250924 4130.00 ... 4132.00 4123.00 PG
175 pg2602 20250924 4059.00 ... 4065.00 4055.00 PG
176 pg2603 20250924 3989.00 ... 3989.00 3977.00 PG
177 pg2604 20250924 4361.00 ... 4363.00 4332.00 PG
178 pg2605 20250924 4257.00 ... 4265.00 4246.00 PG
179 pg2606 20250924 4222.00 ... 4220.00 4197.00 PG
180 pg2607 20250924 4155.00 ... 4153.00 4134.00 PG
181 pg2608 20250924 4098.00 ... 4096.00 4080.00 PG
182 pp2510 20250924 6750.00 ... 6763.00 6750.00 PP
183 pp2511 20250924 6782.00 ... 6806.00 6782.00 PP
184 pp2512 20250924 6818.00 ... 6843.00 6818.00 PP
185 pp2601 20250924 6860.00 ... 6870.00 6850.00 PP
186 pp2602 20250924 6834.00 ... 6858.00 6836.00 PP
187 pp2603 20250924 6841.00 ... 6859.00 6840.00 PP
188 pp2604 20250924 6879.00 ... 6904.00 6876.00 PP
189 pp2605 20250924 6905.00 ... 6916.00 6900.00 PP
190 pp2606 20250924 6879.00 ... 6895.00 6852.00 PP
191 pp2607 20250924 6854.00 ... 6871.00 6842.00 PP
192 pp2608 20250924 6853.00 ... 6881.00 6859.00 PP
193 pp2609 20250924 6887.00 ... 6903.00 6892.00 PP
194 rr2510 20250924 3621.00 ... 3622.00 3619.00 RR
195 rr2511 20250924 3615.00 ... 3614.00 3615.00 RR
196 rr2512 20250924 3619.00 ... 3615.00 3615.00 RR
197 rr2601 20250924 3616.00 ... 3621.00 3620.00 RR
198 rr2602 20250924 3602.00 ... 3602.00 3606.00 RR
199 rr2603 20250924 0.00 ... 3612.00 3612.00 RR
200 rr2604 20250924 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250924 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250924 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250924 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250924 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250924 0.00 ... 3614.00 3614.00 RR
206 v2510 20250924 4786.00 ... 4787.00 4784.00 V
207 v2511 20250924 4819.00 ... 4823.00 4819.00 V
208 v2512 20250924 4847.00 ... 4871.00 4859.00 V
209 v2601 20250924 4899.00 ... 4906.00 4903.00 V
210 v2602 20250924 4931.00 ... 4960.00 4939.00 V
211 v2603 20250924 4957.00 ... 4994.00 4976.00 V
212 v2604 20250924 5161.00 ... 5162.00 5179.00 V
213 v2605 20250924 5198.00 ... 5208.00 5203.00 V
214 v2606 20250924 5217.00 ... 5232.00 5248.00 V
215 v2607 20250924 5247.00 ... 5262.00 5269.00 V
216 v2608 20250924 5285.00 ... 5293.00 5308.00 V
217 v2609 20250924 5309.00 ... 5328.00 5331.00 V
218 y2511 20250924 8110.00 ... 8100.00 8128.00 Y
219 y2512 20250924 8154.00 ... 8154.00 8178.00 Y
220 y2601 20250924 8100.00 ... 8096.00 8136.00 Y
221 y2603 20250924 8058.00 ... 8050.00 8096.00 Y
222 y2605 20250924 7862.00 ... 7852.00 7860.00 Y
223 y2607 20250924 7816.00 ... 7816.00 7868.00 Y
224 y2608 20250924 7818.00 ... 7816.00 7852.00 Y
225 y2609 20250924 7790.00 ... 7782.00 7804.00 Y
[226 rows x 12 columns]
2025-09-25 18:26:13,338 - future_1d - INFO - ak.get_dce_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 IC2510 20250924 7053.800 ... 7260.400 7034.000 IC
1 IC2511 20250924 6965.800 ... 7190.400 6972.000 IC
2 IC2512 20250924 6910.000 ... 7135.800 6888.200 IC
3 IC2603 20250924 6730.200 ... 6960.000 6715.600 IC
4 IF2510 20250924 4485.200 ... 4547.200 4482.000 IF
5 IF2511 20250924 4476.600 ... 4528.800 4472.600 IF
6 IF2512 20250924 4468.800 ... 4522.600 4454.600 IF
7 IF2603 20250924 4441.800 ... 4493.600 4425.200 IF
8 IH2510 20250924 2916.800 ... 2939.200 2911.800 IH
9 IH2511 20250924 2916.400 ... 2936.600 2912.600 IH
10 IH2512 20250924 2916.800 ... 2938.200 2912.400 IH
11 IH2603 20250924 2916.400 ... 2939.000 2911.400 IH
12 IM2510 20250924 7285.600 ... 7454.800 7250.400 IM
13 IM2511 20250924 7185.000 ... 7370.800 7160.400 IM
14 IM2512 20250924 7100.000 ... 7288.400 7075.800 IM
15 IM2603 20250924 6885.000 ... 7074.000 6870.200 IM
16 T2512 20250924 107.780 ... 107.620 107.755 T
17 T2603 20250924 107.450 ... 107.275 107.420 T
18 T2606 20250924 107.355 ... 107.195 107.320 T
19 TF2512 20250924 105.625 ... 105.540 105.645 TF
20 TF2603 20250924 105.530 ... 105.415 105.515 TF
21 TF2606 20250924 105.470 ... 105.360 105.455 TF
22 TL2512 20250924 114.510 ... 113.990 114.540 TL
23 TL2603 20250924 114.210 ... 113.630 114.200 TL
24 TL2606 20250924 114.150 ... 113.620 114.250 TL
25 TS2512 20250924 102.340 ... 102.324 102.352 TS
26 TS2603 20250924 102.290 ... 102.248 102.280 TS
27 TS2606 20250924 102.308 ... 102.262 102.280 TS
[28 rows x 12 columns]
2025-09-25 18:26:13,677 - future_1d - INFO - ak.get_cffex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 AP510 20250924 8472.0 ... 8525.0 8472.0 AP
1 AP511 20250924 8289.0 ... 8356.0 8263.0 AP
2 AP512 20250924 8252.0 ... 8296.0 8228.0 AP
3 AP601 20250924 8316.0 ... 8344.0 8285.0 AP
4 AP603 20250924 8202.0 ... 8223.0 8179.0 AP
5 AP604 20250924 8188.0 ... 8213.0 8154.0 AP
6 AP605 20250924 8208.0 ... 8248.0 8203.0 AP
7 CF511 20250924 13570.0 ... 13625.0 13490.0 CF
8 CF601 20250924 13560.0 ... 13560.0 13545.0 CF
9 CF603 20250924 13555.0 ... 13535.0 13520.0 CF
10 CF605 20250924 13590.0 ... 13560.0 13560.0 CF
11 CF607 20250924 13600.0 ... 13590.0 13570.0 CF
12 CF609 20250924 13755.0 ... 13735.0 13735.0 CF
13 CJ512 20250924 10800.0 ... 10760.0 10735.0 CJ
14 CJ601 20250924 10840.0 ... 10795.0 10760.0 CJ
15 CJ603 20250924 10820.0 ... 10785.0 10745.0 CJ
16 CJ605 20250924 10870.0 ... 10830.0 10760.0 CJ
17 CJ607 20250924 10960.0 ... 10935.0 10860.0 CJ
18 CJ609 20250924 11050.0 ... 11025.0 10970.0 CJ
19 CY510 20250924 0.0 ... 19600.0 19600.0 CY
20 CY511 20250924 19705.0 ... 19775.0 19640.0 CY
21 CY512 20250924 0.0 ... 19495.0 19495.0 CY
22 CY601 20250924 19680.0 ... 19690.0 19635.0 CY
23 CY602 20250924 0.0 ... 19745.0 19745.0 CY
24 CY603 20250924 0.0 ... 19830.0 19735.0 CY
25 CY604 20250924 0.0 ... 19730.0 19730.0 CY
26 CY605 20250924 0.0 ... 19795.0 19780.0 CY
27 CY606 20250924 0.0 ... 19735.0 19735.0 CY
28 CY607 20250924 0.0 ... 20005.0 20005.0 CY
29 CY608 20250924 19940.0 ... 19940.0 19810.0 CY
30 CY609 20250924 0.0 ... 20035.0 20035.0 CY
31 FG510 20250924 1076.0 ... 1109.0 1073.0 FG
32 FG511 20250924 1070.0 ... 1106.0 1067.0 FG
33 FG512 20250924 1189.0 ... 1228.0 1184.0 FG
34 FG601 20250924 1188.0 ... 1232.0 1181.0 FG
35 FG602 20250924 1247.0 ... 1274.0 1240.0 FG
36 FG603 20250924 1254.0 ... 1289.0 1245.0 FG
37 FG604 20250924 1311.0 ... 1354.0 1308.0 FG
38 FG605 20250924 1316.0 ... 1354.0 1310.0 FG
39 FG606 20250924 1350.0 ... 1382.0 1340.0 FG
40 FG607 20250924 1340.0 ... 1375.0 1339.0 FG
41 FG608 20250924 1385.0 ... 1417.0 1384.0 FG
42 FG609 20250924 1390.0 ... 1414.0 1388.0 FG
43 JR511 20250924 0.0 ... 2662.0 2662.0 JR
44 JR601 20250924 0.0 ... 2662.0 2662.0 JR
45 JR603 20250924 0.0 ... 2662.0 2662.0 JR
46 JR605 20250924 0.0 ... 2662.0 2662.0 JR
47 JR607 20250924 0.0 ... 2662.0 2662.0 JR
48 JR609 20250924 0.0 ... 2662.0 2662.0 JR
49 LR511 20250924 0.0 ... 2360.0 2360.0 LR
50 LR601 20250924 0.0 ... 2360.0 2360.0 LR
51 MA510 20250924 2254.0 ... 2263.0 2249.0 MA
52 MA511 20250924 2291.0 ... 2294.0 2278.0 MA
53 MA512 20250924 2321.0 ... 2332.0 2320.0 MA
54 MA601 20250924 2346.0 ... 2355.0 2340.0 MA
55 MA602 20250924 2371.0 ... 2380.0 2363.0 MA
56 MA603 20250924 2391.0 ... 2396.0 2384.0 MA
57 MA604 20250924 2392.0 ... 2396.0 2379.0 MA
58 MA605 20250924 2375.0 ... 2382.0 2371.0 MA
59 MA606 20250924 2384.0 ... 2389.0 2380.0 MA
60 MA607 20250924 2357.0 ... 2364.0 2356.0 MA
61 MA608 20250924 0.0 ... 2362.0 2354.0 MA
62 MA609 20250924 2333.0 ... 2341.0 2333.0 MA
63 OI511 20250924 10214.0 ... 10110.0 10202.0 OI
64 OI601 20250924 10009.0 ... 9923.0 10026.0 OI
65 OI603 20250924 9757.0 ... 9681.0 9745.0 OI
66 OI605 20250924 9491.0 ... 9437.0 9498.0 OI
67 OI607 20250924 9434.0 ... 9387.0 9448.0 OI
68 OI609 20250924 9400.0 ... 9343.0 9418.0 OI
69 PF510 20250924 6254.0 ... 6274.0 6242.0 PF
70 PF511 20250924 6262.0 ... 6272.0 6234.0 PF
71 PF512 20250924 6216.0 ... 6238.0 6202.0 PF
72 PF601 20250924 6266.0 ... 6284.0 6246.0 PF
73 PF602 20250924 6274.0 ... 6288.0 6258.0 PF
74 PF603 20250924 6274.0 ... 6304.0 6258.0 PF
75 PF604 20250924 6328.0 ... 6342.0 6308.0 PF
76 PF605 20250924 6348.0 ... 6378.0 6332.0 PF
77 PF606 20250924 6372.0 ... 6380.0 6364.0 PF
78 PF607 20250924 6382.0 ... 6394.0 6378.0 PF
79 PF608 20250924 6402.0 ... 6402.0 6392.0 PF
80 PF609 20250924 6442.0 ... 6442.0 6408.0 PF
81 PK510 20250924 7790.0 ... 7796.0 7794.0 PK
82 PK511 20250924 7760.0 ... 7762.0 7772.0 PK
83 PK512 20250924 7786.0 ... 7770.0 7788.0 PK
84 PK601 20250924 7812.0 ... 7790.0 7796.0 PK
85 PK603 20250924 7828.0 ... 7830.0 7818.0 PK
86 PK604 20250924 7836.0 ... 7836.0 7830.0 PK
87 PK605 20250924 7842.0 ... 7836.0 7834.0 PK
88 PL601 20250924 6337.0 ... 6344.0 6332.0 PL
89 PL602 20250924 6377.0 ... 6385.0 6369.0 PL
90 PL603 20250924 0.0 ... 6402.0 6402.0 PL
91 PL604 20250924 0.0 ... 6407.0 6407.0 PL
92 PL605 20250924 0.0 ... 6330.0 6327.0 PL
93 PL606 20250924 0.0 ... 6402.0 6384.0 PL
94 PL607 20250924 0.0 ... 6410.0 6410.0 PL
95 PL608 20250924 0.0 ... 6499.0 6499.0 PL
96 PL609 20250924 0.0 ... 6490.0 6490.0 PL
97 PM511 20250924 0.0 ... 3122.0 3122.0 PM
98 PM601 20250924 0.0 ... 3122.0 3122.0 PM
99 PM603 20250924 0.0 ... 3122.0 3122.0 PM
100 PM605 20250924 0.0 ... 3122.0 3122.0 PM
101 PM607 20250924 0.0 ... 3122.0 3122.0 PM
102 PM609 20250924 0.0 ... 3122.0 3122.0 PM
103 PR510 20250924 5752.0 ... 5798.0 5752.0 PR
104 PR511 20250924 5734.0 ... 5756.0 5708.0 PR
105 PR512 20250924 5742.0 ... 5764.0 5712.0 PR
106 PR601 20250924 5732.0 ... 5746.0 5712.0 PR
107 PR602 20250924 5764.0 ... 5790.0 5756.0 PR
108 PR603 20250924 5774.0 ... 5808.0 5770.0 PR
109 PR604 20250924 5798.0 ... 5826.0 5782.0 PR
110 PR605 20250924 5808.0 ... 5830.0 5792.0 PR
111 PR606 20250924 5860.0 ... 5860.0 5860.0 PR
112 PR607 20250924 5876.0 ... 5876.0 5848.0 PR
113 PR608 20250924 0.0 ... 5892.0 5870.0 PR
114 PR609 20250924 0.0 ... 5882.0 5870.0 PR
115 PX510 20250924 6624.0 ... 6604.0 6564.0 PX
116 PX511 20250924 6562.0 ... 6568.0 6534.0 PX
117 PX512 20250924 6544.0 ... 6576.0 6526.0 PX
118 PX601 20250924 6554.0 ... 6570.0 6518.0 PX
119 PX602 20250924 6560.0 ... 6582.0 6524.0 PX
120 PX603 20250924 6534.0 ... 6570.0 6512.0 PX
121 PX604 20250924 6616.0 ... 6616.0 6540.0 PX
122 PX605 20250924 6570.0 ... 6596.0 6528.0 PX
123 PX606 20250924 0.0 ... 6622.0 6558.0 PX
124 PX607 20250924 6608.0 ... 6608.0 6566.0 PX
125 PX608 20250924 6624.0 ... 6620.0 6548.0 PX
126 PX609 20250924 6628.0 ... 6626.0 6580.0 PX
127 RI511 20250924 0.0 ... 2479.0 2479.0 RI
128 RI601 20250924 0.0 ... 2479.0 2479.0 RI
129 RI603 20250924 0.0 ... 2479.0 2479.0 RI
130 RI605 20250924 0.0 ... 2479.0 2479.0 RI
131 RI607 20250924 0.0 ... 2479.0 2479.0 RI
132 RI609 20250924 0.0 ... 2479.0 2479.0 RI
133 RM511 20250924 2492.0 ... 2459.0 2493.0 RM
134 RM601 20250924 2445.0 ... 2406.0 2468.0 RM
135 RM603 20250924 2357.0 ... 2334.0 2368.0 RM
136 RM605 20250924 2329.0 ... 2321.0 2338.0 RM
137 RM607 20250924 2322.0 ... 2311.0 2328.0 RM
138 RM608 20250924 2421.0 ... 2409.0 2427.0 RM
139 RM609 20250924 2411.0 ... 2396.0 2426.0 RM
140 RS511 20250924 5232.0 ... 5278.0 5297.0 RS
141 RS607 20250924 5525.0 ... 5552.0 5545.0 RS
142 RS608 20250924 5529.0 ... 5543.0 5543.0 RS
143 RS609 20250924 5519.0 ... 5549.0 5553.0 RS
144 SA510 20250924 1202.0 ... 1213.0 1200.0 SA
145 SA511 20250924 1214.0 ... 1218.0 1209.0 SA
146 SA512 20250924 1268.0 ... 1282.0 1267.0 SA
147 SA601 20250924 1278.0 ... 1300.0 1278.0 SA
148 SA602 20250924 1309.0 ... 1318.0 1308.0 SA
149 SA603 20250924 1315.0 ... 1340.0 1317.0 SA
150 SA604 20250924 1355.0 ... 1382.0 1359.0 SA
151 SA605 20250924 1363.0 ... 1389.0 1364.0 SA
152 SA606 20250924 1375.0 ... 1401.0 1378.0 SA
153 SA607 20250924 1376.0 ... 1407.0 1380.0 SA
154 SA608 20250924 1416.0 ... 1437.0 1417.0 SA
155 SA609 20250924 1422.0 ... 1440.0 1423.0 SA
156 SF510 20250924 5510.0 ... 5536.0 5508.0 SF
157 SF511 20250924 5722.0 ... 5732.0 5692.0 SF
158 SF512 20250924 5708.0 ... 5708.0 5676.0 SF
159 SF601 20250924 5692.0 ... 5700.0 5664.0 SF
160 SF602 20250924 5640.0 ... 5662.0 5628.0 SF
161 SF603 20250924 5846.0 ... 5858.0 5784.0 SF
162 SF604 20250924 0.0 ... 5832.0 5832.0 SF
163 SF605 20250924 5776.0 ... 5810.0 5776.0 SF
164 SF606 20250924 5748.0 ... 5786.0 5738.0 SF
165 SF607 20250924 5940.0 ... 5936.0 5876.0 SF
166 SF608 20250924 0.0 ... 5896.0 5846.0 SF
167 SF609 20250924 5884.0 ... 5904.0 5854.0 SF
168 SH510 20250924 2458.0 ... 2471.0 2474.0 SH
169 SH511 20250924 2484.0 ... 2486.0 2493.0 SH
170 SH512 20250924 2536.0 ... 2533.0 2551.0 SH
171 SH601 20250924 2538.0 ... 2533.0 2555.0 SH
172 SH602 20250924 2562.0 ... 2558.0 2573.0 SH
173 SH603 20250924 2577.0 ... 2574.0 2589.0 SH
174 SH604 20250924 2618.0 ... 2620.0 2629.0 SH
175 SH605 20250924 2627.0 ... 2626.0 2648.0 SH
176 SH606 20250924 2640.0 ... 2637.0 2661.0 SH
177 SH607 20250924 2629.0 ... 2631.0 2647.0 SH
178 SH608 20250924 2641.0 ... 2652.0 2655.0 SH
179 SH609 20250924 2662.0 ... 2665.0 2674.0 SH
180 SM510 20250924 5796.0 ... 5814.0 5790.0 SM
181 SM511 20250924 5868.0 ... 5898.0 5862.0 SM
182 SM512 20250924 5880.0 ... 5898.0 5866.0 SM
183 SM601 20250924 5890.0 ... 5910.0 5890.0 SM
184 SM602 20250924 5904.0 ... 5928.0 5892.0 SM
185 SM603 20250924 5904.0 ... 5948.0 5922.0 SM
186 SM604 20250924 5914.0 ... 5954.0 5938.0 SM
187 SM605 20250924 5930.0 ... 5946.0 5930.0 SM
188 SM606 20250924 5966.0 ... 5966.0 5918.0 SM
189 SM607 20250924 5976.0 ... 5978.0 5940.0 SM
190 SM608 20250924 5960.0 ... 5960.0 5928.0 SM
191 SM609 20250924 5950.0 ... 5976.0 5974.0 SM
192 SR511 20250924 5506.0 ... 5538.0 5496.0 SR
193 SR601 20250924 5444.0 ... 5483.0 5440.0 SR
194 SR603 20250924 5437.0 ... 5457.0 5424.0 SR
195 SR605 20250924 5410.0 ... 5446.0 5414.0 SR
196 SR607 20250924 5422.0 ... 5452.0 5427.0 SR
197 SR609 20250924 5450.0 ... 5466.0 5439.0 SR
198 TA510 20250924 4534.0 ... 4558.0 4512.0 TA
199 TA511 20250924 4550.0 ... 4576.0 4528.0 TA
200 TA512 20250924 4566.0 ... 4588.0 4540.0 TA
201 TA601 20250924 4580.0 ... 4598.0 4550.0 TA
202 TA602 20250924 4576.0 ... 4610.0 4560.0 TA
203 TA603 20250924 4594.0 ... 4620.0 4572.0 TA
204 TA604 20250924 4664.0 ... 4660.0 4584.0 TA
205 TA605 20250924 4622.0 ... 4640.0 4592.0 TA
206 TA606 20250924 4618.0 ... 4626.0 4596.0 TA
207 TA607 20250924 4632.0 ... 4662.0 4610.0 TA
208 TA608 20250924 0.0 ... 4690.0 4626.0 TA
209 TA609 20250924 4658.0 ... 4694.0 4634.0 TA
210 UR510 20250924 1559.0 ... 1563.0 1559.0 UR
211 UR511 20250924 1633.0 ... 1649.0 1634.0 UR
212 UR512 20250924 1649.0 ... 1663.0 1648.0 UR
213 UR601 20250924 1662.0 ... 1672.0 1658.0 UR
214 UR602 20250924 1668.0 ... 1681.0 1666.0 UR
215 UR603 20250924 1719.0 ... 1724.0 1710.0 UR
216 UR604 20250924 1725.0 ... 1726.0 1713.0 UR
217 UR605 20250924 1717.0 ... 1723.0 1713.0 UR
218 UR606 20250924 1719.0 ... 1725.0 1714.0 UR
219 UR607 20250924 1748.0 ... 1757.0 1746.0 UR
220 UR608 20250924 1749.0 ... 1751.0 1742.0 UR
221 UR609 20250924 1741.0 ... 1741.0 1735.0 UR
222 WH511 20250924 0.0 ... 3198.0 3198.0 WH
223 WH601 20250924 0.0 ... 3198.0 3198.0 WH
224 WH603 20250924 0.0 ... 3198.0 3198.0 WH
225 WH605 20250924 0.0 ... 3198.0 3198.0 WH
226 WH607 20250924 0.0 ... 3198.0 3198.0 WH
227 WH609 20250924 0.0 ... 3198.0 3198.0 WH
228 ZC510 20250924 0.0 ... 801.4 801.4 ZC
229 ZC511 20250924 0.0 ... 801.4 801.4 ZC
230 ZC512 20250924 0.0 ... 801.4 801.4 ZC
231 ZC601 20250924 0.0 ... 801.4 801.4 ZC
232 ZC602 20250924 0.0 ... 801.4 801.4 ZC
233 ZC603 20250924 0.0 ... 801.4 801.4 ZC
234 ZC604 20250924 0.0 ... 801.4 801.4 ZC
235 ZC605 20250924 0.0 ... 801.4 801.4 ZC
236 ZC606 20250924 0.0 ... 801.4 801.4 ZC
237 ZC607 20250924 0.0 ... 801.4 801.4 ZC
238 ZC608 20250924 0.0 ... 801.4 801.4 ZC
239 ZC609 20250924 0.0 ... 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 18:26:13,955 - future_1d - INFO - ak.get_czce_daily('2025-09-24') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250924 ... 79990 79940 CU
1 1 CU2511 20250924 ... 79990 79940 CU
2 2 CU2512 20250924 ... 79980 79940 CU
3 3 CU2601 20250924 ... 79970 79920 CU
4 4 CU2602 20250924 ... 79960 79890 CU
5 5 CU2603 20250924 ... 79950 79880 CU
6 6 CU2604 20250924 ... 79970 79920 CU
7 7 CU2605 20250924 ... 79910 79890 CU
8 8 CU2606 20250924 ... 79860 79940 CU
9 9 CU2607 20250924 ... 79840 79930 CU
10 10 CU2608 20250924 ... 79880 79930 CU
11 11 CU2609 20250924 ... 79890 79940 CU
12 12 BC2510 20250924 ... 70910 70920 BC
13 13 BC2511 20250924 ... 71060 70990 BC
14 14 BC2512 20250924 ... 71110 71110 BC
15 15 BC2601 20250924 ... 71300 71300 BC
16 16 BC2602 20250924 ... 71100 71100 BC
17 17 BC2603 20250924 ... 71210 71210 BC
18 18 BC2604 20250924 ... 71300 71300 BC
19 19 BC2605 20250924 ... 71300 71300 BC
20 20 BC2606 20250924 ... 71400 71400 BC
21 21 BC2607 20250924 ... 71400 71400 BC
22 22 BC2608 20250924 ... 71400 71400 BC
23 23 BC2609 20250924 ... 71550 71550 BC
24 24 AL2510 20250924 ... 20680 20685 AL
25 25 AL2511 20250924 ... 20685 20685 AL
26 26 AL2512 20250924 ... 20690 20690 AL
27 27 AL2601 20250924 ... 20695 20690 AL
28 28 AL2602 20250924 ... 20695 20690 AL
29 29 AL2603 20250924 ... 20725 20715 AL
30 30 AL2604 20250924 ... 20750 20735 AL
31 31 AL2605 20250924 ... 20755 20740 AL
32 32 AL2606 20250924 ... 20785 20745 AL
33 33 AL2607 20250924 ... 20780 20745 AL
34 34 AL2608 20250924 ... 20775 20745 AL
35 35 AL2609 20250924 ... 20775 20775 AL
36 36 ZN2510 20250924 ... 21905 21945 ZN
37 37 ZN2511 20250924 ... 21915 21955 ZN
38 38 ZN2512 20250924 ... 21915 21955 ZN
39 39 ZN2601 20250924 ... 21930 21980 ZN
40 40 ZN2602 20250924 ... 21955 21980 ZN
41 41 ZN2603 20250924 ... 21970 21960 ZN
42 42 ZN2604 20250924 ... 22010 22020 ZN
43 43 ZN2605 20250924 ... 22045 22125 ZN
44 44 ZN2606 20250924 ... 22080 22105 ZN
45 45 ZN2607 20250924 ... 22095 22115 ZN
46 46 ZN2608 20250924 ... 22115 22140 ZN
47 47 ZN2609 20250924 ... 22145 22160 ZN
48 48 PB2510 20250924 ... 17035 17085 PB
49 49 PB2511 20250924 ... 17075 17125 PB
50 50 PB2512 20250924 ... 17090 17125 PB
51 51 PB2601 20250924 ... 17085 17095 PB
52 52 PB2602 20250924 ... 17090 17175 PB
53 53 PB2603 20250924 ... 17125 17125 PB
54 54 PB2604 20250924 ... 17215 17215 PB
55 55 PB2605 20250924 ... 17140 17150 PB
56 56 PB2606 20250924 ... 17160 17165 PB
57 57 PB2607 20250924 ... 17175 17180 PB
58 58 PB2608 20250924 ... 17140 17140 PB
59 59 PB2609 20250924 ... 17185 17185 PB
60 60 NI2510 20250924 ... 121450 121010 NI
61 61 NI2511 20250924 ... 121680 121170 NI
62 62 NI2512 20250924 ... 121810 121300 NI
63 63 NI2601 20250924 ... 122020 121540 NI
64 64 NI2602 20250924 ... 122250 121790 NI
65 65 NI2603 20250924 ... 122510 122010 NI
66 66 NI2604 20250924 ... 122640 122160 NI
67 67 NI2605 20250924 ... 122920 122370 NI
68 68 NI2606 20250924 ... 123050 122520 NI
69 69 NI2607 20250924 ... 123340 122800 NI
70 70 NI2608 20250924 ... 123750 123230 NI
71 71 NI2609 20250924 ... 124090 123490 NI
72 72 SN2510 20250924 ... 271570 270250 SN
73 73 SN2511 20250924 ... 271840 270590 SN
74 74 SN2512 20250924 ... 272030 270770 SN
75 75 SN2601 20250924 ... 272140 270840 SN
76 76 SN2602 20250924 ... 272100 270970 SN
77 77 SN2603 20250924 ... 272640 270870 SN
78 78 SN2604 20250924 ... 272870 271120 SN
79 79 SN2605 20250924 ... 273140 270970 SN
80 80 SN2606 20250924 ... 273310 271080 SN
81 81 SN2607 20250924 ... 273200 272210 SN
82 82 SN2608 20250924 ... 273380 272800 SN
83 83 SN2609 20250924 ... 273670 272720 SN
84 84 AO2510 20250924 ... 2858 2873 AO
85 85 AO2511 20250924 ... 2871 2877 AO
86 86 AO2512 20250924 ... 2882 2887 AO
87 87 AO2601 20250924 ... 2894 2899 AO
88 88 AO2602 20250924 ... 2906 2905 AO
89 89 AO2603 20250924 ... 2975 2974 AO
90 90 AO2604 20250924 ... 2980 2996 AO
91 91 AO2605 20250924 ... 2986 2992 AO
92 92 AO2606 20250924 ... 2993 3007 AO
93 93 AO2607 20250924 ... 2996 3008 AO
94 94 AO2608 20250924 ... 3007 3020 AO
95 95 AO2609 20250924 ... 3020 3030 AO
96 96 AD2511 20250924 ... 20320 20230 AD
97 97 AD2512 20250924 ... 20315 20260 AD
98 98 AD2601 20250924 ... 20320 20275 AD
99 99 AD2602 20250924 ... 20320 20285 AD
100 100 AD2603 20250924 ... 20300 20300 AD
101 101 AD2604 20250924 ... 20320 20320 AD
102 102 AD2605 20250924 ... 20320 20320 AD
103 103 AD2606 20250924 ... 20305 20305 AD
104 104 AD2607 20250924 ... 20510 20510 AD
105 105 AD2608 20250924 ... 20515 20515 AD
106 106 AD2609 20250924 ... 20335 20335 AD
107 107 AU2510 20250924 ... 854.98 847.78 AU
108 108 AU2511 20250924 ... 856.34 850.82 AU
109 109 AU2512 20250924 ... 858.6 851.2 AU
110 110 AU2602 20250924 ... 860.92 853.94 AU
111 111 AU2604 20250924 ... 863.22 855.86 AU
112 112 AU2606 20250924 ... 865.94 858.76 AU
113 113 AU2608 20250924 ... 869.22 861.04 AU
114 114 AU2610 20250924 ... 872.52 864.14 AU
115 115 AG2510 20250924 ... 10356 10273 AG
116 116 AG2511 20250924 ... 10388 10294 AG
117 117 AG2512 20250924 ... 10403 10311 AG
118 118 AG2601 20250924 ... 10415 10318 AG
119 119 AG2602 20250924 ... 10423 10328 AG
120 120 AG2603 20250924 ... 10438 10346 AG
121 121 AG2604 20250924 ... 10454 10349 AG
122 122 AG2605 20250924 ... 10468 10372 AG
123 123 AG2606 20250924 ... 10479 10389 AG
124 124 AG2607 20250924 ... 10496 10399 AG
125 125 AG2608 20250924 ... 10509 10418 AG
126 126 AG2609 20250924 ... 10514 10429 AG
127 127 RB2510 20250924 ... 3066 3074 RB
128 128 RB2511 20250924 ... 3082 3088 RB
129 129 RB2512 20250924 ... 3136 3140 RB
130 130 RB2601 20250924 ... 3157 3163 RB
131 131 RB2602 20250924 ... 3159 3163 RB
132 132 RB2603 20250924 ... 3175 3182 RB
133 133 RB2604 20250924 ... 3193 3200 RB
134 134 RB2605 20250924 ... 3217 3220 RB
135 135 RB2606 20250924 ... 3235 3233 RB
136 136 RB2607 20250924 ... 3246 3248 RB
137 137 RB2608 20250924 ... 3241 3242 RB
138 138 RB2609 20250924 ... 3244 3248 RB
139 139 WR2510 20250924 ... 3233 3275 WR
140 140 WR2511 20250924 ... 3343 3302 WR
141 141 WR2512 20250924 ... 3324 3324 WR
142 142 WR2601 20250924 ... 3349 3337 WR
143 143 WR2602 20250924 ... 3339 3330 WR
144 144 WR2603 20250924 ... 3399 3399 WR
145 145 WR2604 20250924 ... 3389 3389 WR
146 146 WR2605 20250924 ... 3414 3414 WR
147 147 WR2606 20250924 ... 3372 3372 WR
148 148 WR2607 20250924 ... 3390 3390 WR
149 149 WR2608 20250924 ... 3371 3371 WR
150 150 WR2609 20250924 ... 3418 3450 WR
151 151 HC2510 20250924 ... 3401 3396 HC
152 152 HC2511 20250924 ... 3380 3377 HC
153 153 HC2512 20250924 ... 3368 3356 HC
154 154 HC2601 20250924 ... 3350 3349 HC
155 155 HC2602 20250924 ... 3346 3345 HC
156 156 HC2603 20250924 ... 3351 3350 HC
157 157 HC2604 20250924 ... 3349 3356 HC
158 158 HC2605 20250924 ... 3358 3358 HC
159 159 HC2606 20250924 ... 3362 3370 HC
160 160 HC2607 20250924 ... 3369 3376 HC
161 161 HC2608 20250924 ... 3371 3378 HC
162 162 HC2609 20250924 ... 3383 3378 HC
163 163 SS2510 20250924 ... 12790 12790 SS
164 164 SS2511 20250924 ... 12905 12905 SS
165 165 SS2512 20250924 ... 12945 12940 SS
166 166 SS2601 20250924 ... 13005 13005 SS
167 167 SS2602 20250924 ... 13040 13065 SS
168 168 SS2603 20250924 ... 13125 13125 SS
169 169 SS2604 20250924 ... 13180 13190 SS
170 170 SS2605 20250924 ... 13260 13255 SS
171 171 SS2606 20250924 ... 13305 13305 SS
172 172 SS2607 20250924 ... 13395 13340 SS
173 173 SS2608 20250924 ... 13420 13420 SS
174 174 SS2609 20250924 ... 13485 13485 SS
175 175 SC2510 20250924 ... 479.3 477.6 SC
176 176 SC2511 20250924 ... 482.3 475.3 SC
177 177 SC2512 20250924 ... 482.8 475.6 SC
178 178 SC2601 20250924 ... 482.7 475.6 SC
179 179 SC2602 20250924 ... 482.1 475.1 SC
180 180 SC2603 20250924 ... 481.8 474.4 SC
181 181 SC2604 20250924 ... 482.5 475.3 SC
182 182 SC2605 20250924 ... 480.8 475 SC
183 183 SC2606 20250924 ... 480 474.4 SC
184 184 SC2607 20250924 ... 480 472.8 SC
185 185 SC2608 20250924 ... 478.1 472.8 SC
186 186 SC2609 20250924 ... 477.8 471.8 SC
187 187 SC2612 20250924 ... 472 469.8 SC
188 188 SC2703 20250924 ... 473.1 472 SC
189 189 SC2706 20250924 ... 469.2 469.2 SC
190 190 SC2709 20250924 ... 470 470 SC
191 191 SC2712 20250924 ... 469.1 466.3 SC
192 192 SC2803 20250924 ... 468 468 SC
193 193 SC2806 20250924 ... 465.8 458.9 SC
194 194 SC2809 20250924 ... 464.2 461 SC
195 195 LU2510 20250924 ... 3366 3317 LU
196 196 LU2511 20250924 ... 3397 3345 LU
197 197 LU2512 20250924 ... 3385 3328 LU
198 198 LU2601 20250924 ... 3377 3318 LU
199 199 LU2602 20250924 ... 3362 3309 LU
200 200 LU2603 20250924 ... 3358 3301 LU
201 201 LU2604 20250924 ... 3356 3294 LU
202 202 LU2605 20250924 ... 3356 3304 LU
203 203 LU2606 20250924 ... 3347 3297 LU
204 204 LU2607 20250924 ... 3344 3278 LU
205 205 LU2608 20250924 ... 3334 3274 LU
206 206 LU2609 20250924 ... 3320 3268 LU
207 207 FU2510 20250924 ... 2879 2770 FU
208 208 FU2511 20250924 ... 2888 2797 FU
209 209 FU2512 20250924 ... 2867 2776 FU
210 210 FU2601 20250924 ... 2850 2758 FU
211 211 FU2602 20250924 ... 2837 2744 FU
212 212 FU2603 20250924 ... 2822 2736 FU
213 213 FU2604 20250924 ... 2808 2730 FU
214 214 FU2605 20250924 ... 2800 2718 FU
215 215 FU2606 20250924 ... 2782 2710 FU
216 216 FU2607 20250924 ... 2753 2690 FU
217 217 FU2608 20250924 ... 2728 2684 FU
218 218 FU2609 20250924 ... 2719 2674 FU
219 219 BU2510 20250924 ... 3413 3387 BU
220 220 BU2511 20250924 ... 3396 3377 BU
221 221 BU2512 20250924 ... 3346 3324 BU
222 222 BU2601 20250924 ... 3314 3291 BU
223 223 BU2602 20250924 ... 3318 3298 BU
224 224 BU2603 20250924 ... 3335 3306 BU
225 225 BU2604 20250924 ... 3312 3312 BU
226 226 BU2605 20250924 ... 3332 3308 BU
227 227 BU2606 20250924 ... 3333 3309 BU
228 228 BU2607 20250924 ... 3327 3310 BU
229 229 BU2608 20250924 ... 3323 3302 BU
230 230 BU2609 20250924 ... 3333 3304 BU
231 231 BU2612 20250924 ... 3300 3276 BU
232 232 BU2703 20250924 ... 3281 3281 BU
233 233 BU2706 20250924 ... 3312 3289 BU
234 234 BU2709 20250924 ... 3320 3297 BU
235 235 BR2510 20250924 ... 11595 11545 BR
236 236 BR2511 20250924 ... 11545 11480 BR
237 237 BR2512 20250924 ... 11535 11465 BR
238 238 BR2601 20250924 ... 11525 11460 BR
239 239 BR2602 20250924 ... 11545 11500 BR
240 240 BR2603 20250924 ... 11605 11570 BR
241 241 BR2604 20250924 ... 11640 11540 BR
242 242 BR2605 20250924 ... 11580 11510 BR
243 243 BR2606 20250924 ... 11620 11620 BR
244 244 BR2607 20250924 ... 11680 11680 BR
245 245 BR2608 20250924 ... 11745 11685 BR
246 246 BR2609 20250924 ... 11750 11675 BR
247 247 RU2510 20250924 ... 14740 14780 RU
248 248 RU2511 20250924 ... 14715 14695 RU
249 249 RU2601 20250924 ... 15605 15570 RU
250 250 RU2603 20250924 ... 15590 15510 RU
251 251 RU2604 20250924 ... 15570 15505 RU
252 252 RU2605 20250924 ... 15545 15525 RU
253 253 RU2606 20250924 ... 15585 15655 RU
254 254 RU2607 20250924 ... 15600 15575 RU
255 255 RU2608 20250924 ... 15685 15680 RU
256 256 RU2609 20250924 ... 15600 15575 RU
257 257 NR2510 20250924 ... 12415 12390 NR
258 258 NR2511 20250924 ... 12455 12435 NR
259 259 NR2512 20250924 ... 12465 12445 NR
260 260 NR2601 20250924 ... 12490 12475 NR
261 261 NR2602 20250924 ... 12490 12460 NR
262 262 NR2603 20250924 ... 12510 12505 NR
263 263 NR2604 20250924 ... 12530 12525 NR
264 264 NR2605 20250924 ... 12600 12505 NR
265 265 NR2606 20250924 ... 12495 12495 NR
266 266 NR2607 20250924 ... 12650 12650 NR
267 267 NR2608 20250924 ... 12685 12685 NR
268 268 NR2609 20250924 ... 12510 12510 NR
269 269 SP2510 20250924 ... 4984 4984 SP
270 270 SP2511 20250924 ... 5010 5006 SP
271 271 SP2512 20250924 ... 5026 5026 SP
272 272 SP2601 20250924 ... 5268 5274 SP
273 273 SP2602 20250924 ... 5258 5264 SP
274 274 SP2603 20250924 ... 5272 5282 SP
275 275 SP2604 20250924 ... 5282 5286 SP
276 276 SP2605 20250924 ... 5286 5300 SP
277 277 SP2606 20250924 ... 5282 5308 SP
278 278 SP2607 20250924 ... 5268 5310 SP
279 279 SP2608 20250924 ... 5292 5312 SP
280 280 SP2609 20250924 ... 5280 5308 SP
281 281 OP2601 20250924 ... 4230 4230 OP
282 282 OP2602 20250924 ... 4228 4228 OP
283 283 OP2603 20250924 ... 4246 4238 OP
284 284 OP2604 20250924 ... 4262 4262 OP
285 285 OP2605 20250924 ... 4266 4276 OP
286 286 OP2606 20250924 ... 4242 4242 OP
287 287 OP2607 20250924 ... 4238 4258 OP
288 288 OP2608 20250924 ... 4238 4238 OP
289 289 OP2609 20250924 ... 4338 4342 OP
290 290 EC2510 20250924 ... 1128 1085.4 EC
291 291 EC2512 20250924 ... 1678.9 1622.5 EC
292 292 EC2602 20250924 ... 1572.8 1536.9 EC
293 293 EC2604 20250924 ... 1257.3 1235.7 EC
294 294 EC2606 20250924 ... 1436.5 1422.5 EC
295 295 EC2608 20250924 ... 1591.5 1591.2 EC
296 297 SC_TAS2511 20250924 ... SC_TAS
297 298 SC_TAS2512 20250924 ... SC_TAS
298 299 SC_TAS2601 20250924 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 18:26:14,064 - future_1d - INFO - ak.get_shfe_daily('2025-09-24') done
2025-09-25 18:26:15,858 - future_1d - INFO - save future_daily 2025-09-24 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250925 52135.0 ... 51595.0 51390.0 PS
1 PS2511 20250925 51480.0 ... 51360.0 50910.0 PS
2 PS2512 20250925 54010.0 ... 53675.0 53295.0 PS
3 PS2601 20250925 53500.0 ... 53200.0 52905.0 PS
4 PS2602 20250925 53460.0 ... 53205.0 52855.0 PS
5 PS2603 20250925 53235.0 ... 53035.0 52725.0 PS
6 PS2604 20250925 53280.0 ... 53005.0 52925.0 PS
7 PS2605 20250925 53200.0 ... 52930.0 52675.0 PS
8 PS2606 20250925 55500.0 ... 54935.0 54420.0 PS
9 PS2607 20250925 55160.0 ... 54870.0 54480.0 PS
10 PS2608 20250925 55155.0 ... 54605.0 54375.0 PS
11 PS2609 20250925 54815.0 ... 54620.0 54450.0 PS
13 SI2510 20250925 8980.0 ... 9020.0 8925.0 SI
14 SI2511 20250925 9035.0 ... 9030.0 8990.0 SI
15 SI2512 20250925 9405.0 ... 9425.0 9385.0 SI
16 SI2601 20250925 9400.0 ... 9390.0 9355.0 SI
17 SI2602 20250925 9370.0 ... 9390.0 9380.0 SI
18 SI2603 20250925 9395.0 ... 9420.0 9400.0 SI
19 SI2604 20250925 9405.0 ... 9405.0 9410.0 SI
20 SI2605 20250925 9445.0 ... 9420.0 9385.0 SI
21 SI2606 20250925 9435.0 ... 9445.0 9385.0 SI
22 SI2607 20250925 9460.0 ... 9465.0 9415.0 SI
23 SI2608 20250925 9420.0 ... 9425.0 9410.0 SI
24 SI2609 20250925 9405.0 ... 9425.0 9390.0 SI
27 LC2510 20250925 72720.0 ... 73100.0 73280.0 LC
28 LC2511 20250925 72980.0 ... 73580.0 73360.0 LC
29 LC2512 20250925 73060.0 ... 73660.0 73500.0 LC
30 LC2601 20250925 72900.0 ... 73620.0 73360.0 LC
31 LC2602 20250925 72680.0 ... 73360.0 73160.0 LC
32 LC2603 20250925 72800.0 ... 73480.0 73160.0 LC
33 LC2604 20250925 73260.0 ... 73760.0 73580.0 LC
34 LC2605 20250925 73260.0 ... 73740.0 73520.0 LC
35 LC2606 20250925 73040.0 ... 73460.0 73400.0 LC
36 LC2607 20250925 73040.0 ... 73360.0 73200.0 LC
37 LC2608 20250925 73040.0 ... 73480.0 73220.0 LC
38 LC2609 20250925 74000.0 ... 73540.0 73240.0 LC
[36 rows x 12 columns]
2025-09-25 18:26:22,206 - future_1d - INFO - ak.get_gfex_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 SC2510 20250925 486.8 ... 489.3 479.3 SC
1 SC2511 20250925 486.3 ... 488.9 482.3 SC
2 SC2512 20250925 486.8 ... 489.8 482.8 SC
3 SC2601 20250925 486.5 ... 489.8 482.7 SC
4 SC2602 20250925 487.6 ... 488.9 482.1 SC
5 SC2603 20250925 481.3 ... 488.3 481.8 SC
6 SC2604 20250925 485.8 ... 488 482.5 SC
7 SC2605 20250925 485 ... 486.8 480.8 SC
8 SC2606 20250925 483.7 ... 486.3 480 SC
9 SC2607 20250925 487.4 ... 487.3 480 SC
10 SC2608 20250925 486.1 ... 485.8 478.1 SC
11 SC2609 20250925 482.5 ... 482.7 477.8 SC
12 SC2612 20250925 ... 473.5 472 SC
13 SC2703 20250925 ... 478.3 473.1 SC
14 SC2706 20250925 ... 476 469.2 SC
15 SC2709 20250925 477 ... 477 470 SC
16 SC2712 20250925 477.8 ... 477.8 469.1 SC
17 SC2803 20250925 476 ... 476 468 SC
18 SC2806 20250925 473.5 ... 473.2 465.8 SC
19 SC2809 20250925 472.9 ... 472.1 464.2 SC
21 LU2510 20250925 ... 3366 3366 LU
22 LU2511 20250925 3411 ... 3435 3397 LU
23 LU2512 20250925 3409 ... 3430 3385 LU
24 LU2601 20250925 3393 ... 3418 3377 LU
25 LU2602 20250925 3375 ... 3400 3362 LU
26 LU2603 20250925 3380 ... 3398 3358 LU
27 LU2604 20250925 3394 ... 3395 3356 LU
28 LU2605 20250925 3389 ... 3390 3356 LU
29 LU2606 20250925 3386 ... 3393 3347 LU
30 LU2607 20250925 3376 ... 3377 3344 LU
31 LU2608 20250925 3367 ... 3366 3334 LU
32 LU2609 20250925 3331 ... 3346 3320 LU
34 NR2510 20250925 12425 ... 12440 12415 NR
35 NR2511 20250925 12470 ... 12485 12455 NR
36 NR2512 20250925 12520 ... 12500 12465 NR
37 NR2601 20250925 12490 ... 12525 12490 NR
38 NR2602 20250925 12505 ... 12520 12490 NR
39 NR2603 20250925 12500 ... 12530 12510 NR
40 NR2604 20250925 12560 ... 12565 12530 NR
41 NR2605 20250925 12565 ... 12575 12600 NR
42 NR2606 20250925 12600 ... 12600 12495 NR
43 NR2607 20250925 ... 12650 12650 NR
44 NR2608 20250925 ... 12685 12685 NR
45 NR2609 20250925 ... 12510 12510 NR
47 BC2510 20250925 71790 ... 72920 70910 BC
48 BC2511 20250925 72000 ... 73030 71060 BC
49 BC2512 20250925 72500 ... 73180 71110 BC
50 BC2601 20250925 73350 ... 73160 71300 BC
51 BC2602 20250925 ... 73100 71100 BC
52 BC2603 20250925 ... 73000 71210 BC
53 BC2604 20250925 ... 73000 71300 BC
54 BC2605 20250925 ... 72900 71300 BC
55 BC2606 20250925 ... 72900 71400 BC
56 BC2607 20250925 ... 72800 71400 BC
57 BC2608 20250925 ... 73000 71400 BC
58 BC2609 20250925 ... 73000 71550 BC
60 EC2510 20250925 1161 ... 1160.6 1128 EC
61 EC2512 20250925 1740.1 ... 1746.6 1678.9 EC
62 EC2602 20250925 1620 ... 1647.8 1572.8 EC
63 EC2604 20250925 1282.6 ... 1276.4 1257.3 EC
64 EC2606 20250925 1466 ... 1467.5 1436.5 EC
65 EC2608 20250925 1626 ... 1619.8 1591.5 EC
68 SC_TAS2511 20250925 ... SC_TAS
69 SC_TAS2512 20250925 ... SC_TAS
70 SC_TAS2601 20250925 ... SC_TAS
[65 rows x 12 columns]
2025-09-25 18:26:22,271 - future_1d - INFO - ak.get_ine_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 a2511 20250925 3916.0 ... 3930.00 3890.00 A
1 a2601 20250925 3898.0 ... 3912.00 3879.00 A
2 a2603 20250925 3900.0 ... 3912.00 3886.00 A
3 a2605 20250925 3929.0 ... 3944.00 3929.00 A
4 a2607 20250925 3931.0 ... 3943.00 3931.00 A
5 a2609 20250925 3941.0 ... 3951.00 3942.00 A
6 b2510 20250925 3591.0 ... 3628.00 3575.00 B
7 b2511 20250925 3618.0 ... 3636.00 3582.00 B
8 b2512 20250925 3632.0 ... 3652.00 3611.00 B
9 b2601 20250925 3645.0 ... 3651.00 3605.00 B
10 b2602 20250925 3640.0 ... 3654.00 3608.00 B
11 b2603 20250925 3605.0 ... 3618.00 3580.00 B
12 b2604 20250925 3519.0 ... 3521.00 3495.00 B
13 b2605 20250925 3437.0 ... 3450.00 3425.00 B
14 b2606 20250925 3419.0 ... 3426.00 3405.00 B
15 b2607 20250925 3452.0 ... 3429.00 3413.00 B
16 b2608 20250925 3517.0 ... 3525.00 3508.00 B
17 b2609 20250925 3539.0 ... 3538.00 3516.00 B
18 bb2511 20250925 141.9 ... 142.00 142.00 BB
19 bb2601 20250925 147.0 ... 146.95 146.80 BB
20 bb2603 20250925 0.0 ... 147.00 147.00 BB
21 bb2605 20250925 0.0 ... 141.70 141.60 BB
22 bb2607 20250925 0.0 ... 146.45 146.35 BB
23 bb2609 20250925 0.0 ... 146.45 146.35 BB
24 bz2603 20250925 5916.0 ... 5930.00 5910.00 BZ
25 bz2604 20250925 5908.0 ... 5914.00 5902.00 BZ
26 bz2605 20250925 5929.0 ... 5939.00 5916.00 BZ
27 bz2606 20250925 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250925 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250925 0.0 ... 5884.00 5884.00 BZ
30 c2511 20250925 2167.0 ... 2166.00 2158.00 C
31 c2601 20250925 2137.0 ... 2136.00 2134.00 C
32 c2603 20250925 2147.0 ... 2144.00 2146.00 C
33 c2605 20250925 2204.0 ... 2199.00 2201.00 C
34 c2607 20250925 2216.0 ... 2211.00 2214.00 C
35 c2609 20250925 2231.0 ... 2227.00 2231.00 C
36 cs2511 20250925 2474.0 ... 2476.00 2458.00 CS
37 cs2601 20250925 2469.0 ... 2466.00 2459.00 CS
38 cs2603 20250925 2465.0 ... 2466.00 2461.00 CS
39 cs2605 20250925 2545.0 ... 2546.00 2540.00 CS
40 cs2607 20250925 2558.0 ... 2551.00 2549.00 CS
41 cs2609 20250925 2593.0 ... 2590.00 2588.00 CS
42 eb2509 20250925 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250925 6915.0 ... 6919.00 6884.00 EB
44 eb2511 20250925 6938.0 ... 6958.00 6923.00 EB
45 eb2512 20250925 6970.0 ... 6974.00 6940.00 EB
46 eb2601 20250925 6994.0 ... 7000.00 6978.00 EB
47 eb2602 20250925 7028.0 ... 7030.00 7013.00 EB
48 eb2603 20250925 7064.0 ... 7069.00 7051.00 EB
49 eb2604 20250925 7090.0 ... 7098.00 7085.00 EB
50 eb2605 20250925 7118.0 ... 7111.00 7107.00 EB
51 eb2606 20250925 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250925 7134.0 ... 7134.00 7071.00 EB
53 eb2608 20250925 0.0 ... 7177.00 7178.00 EB
54 eg2509 20250925 0.0 ... 4175.00 4139.00 EG
55 eg2510 20250925 4293.0 ... 4300.00 4259.00 EG
56 eg2511 20250925 4112.0 ... 4230.00 4219.00 EG
57 eg2512 20250925 4231.0 ... 4236.00 4228.00 EG
58 eg2601 20250925 4255.0 ... 4249.00 4227.00 EG
59 eg2602 20250925 4258.0 ... 4260.00 4240.00 EG
60 eg2603 20250925 4269.0 ... 4270.00 4247.00 EG
61 eg2604 20250925 0.0 ... 4285.00 4279.00 EG
62 eg2605 20250925 4315.0 ... 4309.00 4286.00 EG
63 eg2606 20250925 0.0 ... 4300.00 4290.00 EG
64 eg2607 20250925 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250925 0.0 ... 4346.00 4346.00 EG
66 fb2510 20250925 1261.0 ... 1262.50 1259.50 FB
67 fb2511 20250925 1254.0 ... 1254.50 1254.50 FB
68 fb2512 20250925 1253.5 ... 1253.50 1254.00 FB
69 fb2601 20250925 1254.5 ... 1255.00 1254.50 FB
70 fb2602 20250925 1256.0 ... 1255.00 1255.50 FB
71 fb2603 20250925 1245.0 ... 1245.50 1246.00 FB
72 fb2604 20250925 0.0 ... 1252.00 1252.00 FB
73 fb2605 20250925 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250925 0.0 ... 1292.00 1292.00 FB
75 fb2607 20250925 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250925 0.0 ... 1308.00 1308.00 FB
77 fb2609 20250925 0.0 ... 1296.00 1296.00 FB
78 i2510 20250925 822.0 ... 821.00 820.00 I
79 i2511 20250925 816.0 ... 816.00 816.00 I
80 i2512 20250925 811.5 ... 811.00 811.00 I
81 i2601 20250925 805.5 ... 804.00 803.50 I
82 i2602 20250925 799.5 ... 799.50 799.00 I
83 i2603 20250925 795.0 ... 794.50 793.00 I
84 i2604 20250925 789.5 ... 791.00 789.50 I
85 i2605 20250925 784.0 ... 784.50 781.50 I
86 i2606 20250925 777.5 ... 779.50 777.00 I
87 i2607 20250925 772.5 ... 774.50 771.50 I
88 i2608 20250925 768.0 ... 769.50 767.00 I
89 i2609 20250925 762.0 ... 764.00 762.00 I
90 j2510 20250925 1630.0 ... 1645.00 1628.00 J
91 j2511 20250925 1657.5 ... 1667.00 1655.00 J
92 j2512 20250925 1705.0 ... 1715.50 1690.50 J
93 j2601 20250925 1730.0 ... 1741.00 1725.50 J
94 j2602 20250925 0.0 ... 1757.50 1747.50 J
95 j2603 20250925 0.0 ... 1783.00 1783.00 J
96 j2604 20250925 0.0 ... 1841.50 1841.50 J
97 j2605 20250925 1863.0 ... 1885.50 1869.50 J
98 j2606 20250925 1888.5 ... 1901.00 1869.50 J
99 j2607 20250925 1900.0 ... 1910.50 1898.50 J
100 j2608 20250925 0.0 ... 1919.50 1919.50 J
101 j2609 20250925 1938.0 ... 1956.50 1943.00 J
102 jd2509 20250925 0.0 ... 3220.00 3250.00 JD
103 jd2510 20250925 2936.0 ... 2977.00 2958.00 JD
104 jd2511 20250925 3055.0 ... 3073.00 3057.00 JD
105 jd2512 20250925 3182.0 ... 3203.00 3182.00 JD
106 jd2601 20250925 3355.0 ... 3365.00 3354.00 JD
107 jd2602 20250925 3122.0 ... 3117.00 3122.00 JD
108 jd2603 20250925 3150.0 ... 3145.00 3144.00 JD
109 jd2604 20250925 3274.0 ... 3265.00 3268.00 JD
110 jd2605 20250925 3394.0 ... 3392.00 3391.00 JD
111 jd2606 20250925 3234.0 ... 3234.00 3228.00 JD
112 jd2607 20250925 3474.0 ... 3478.00 3472.00 JD
113 jd2608 20250925 3921.0 ... 3920.00 3918.00 JD
114 jm2510 20250925 1032.5 ... 1026.00 1025.50 JM
115 jm2511 20250925 1075.0 ... 1080.50 1078.50 JM
116 jm2512 20250925 1155.0 ... 1152.50 1149.50 JM
117 jm2601 20250925 1229.5 ... 1229.00 1222.50 JM
118 jm2602 20250925 1247.5 ... 1250.50 1247.50 JM
119 jm2603 20250925 1269.0 ... 1272.00 1268.00 JM
120 jm2604 20250925 1287.0 ... 1294.50 1289.00 JM
121 jm2605 20250925 1312.0 ... 1318.00 1316.00 JM
122 jm2606 20250925 1331.0 ... 1334.00 1332.00 JM
123 jm2607 20250925 1344.0 ... 1346.50 1346.00 JM
124 jm2608 20250925 1365.5 ... 1362.00 1364.50 JM
125 jm2609 20250925 1382.0 ... 1389.00 1386.00 JM
126 l2510 20250925 7113.0 ... 7096.00 7075.00 L
127 l2511 20250925 7146.0 ... 7123.00 7109.00 L
128 l2512 20250925 7155.0 ... 7151.00 7131.00 L
129 l2601 20250925 7169.0 ... 7168.00 7138.00 L
130 l2602 20250925 7156.0 ... 7163.00 7144.00 L
131 l2603 20250925 7172.0 ... 7176.00 7146.00 L
132 l2604 20250925 7209.0 ... 7212.00 7193.00 L
133 l2605 20250925 7185.0 ... 7203.00 7179.00 L
134 l2606 20250925 7201.0 ... 7201.00 7187.00 L
135 l2607 20250925 7220.0 ... 7220.00 7208.00 L
136 l2608 20250925 0.0 ... 7230.00 7230.00 L
137 l2609 20250925 7218.0 ... 7230.00 7228.00 L
138 lg2509 20250925 0.0 ... 772.00 766.00 LG
139 lg2511 20250925 804.0 ... 804.50 804.50 LG
140 lg2601 20250925 819.0 ... 819.50 820.00 LG
141 lg2603 20250925 824.5 ... 825.00 826.00 LG
142 lg2605 20250925 825.0 ... 827.50 827.50 LG
143 lg2607 20250925 827.0 ... 827.50 828.00 LG
144 lh2509 20250925 0.0 ... 13065.00 12600.00 LH
145 lh2511 20250925 12730.0 ... 12700.00 12700.00 LH
146 lh2601 20250925 13360.0 ... 13325.00 13295.00 LH
147 lh2603 20250925 12750.0 ... 12745.00 12700.00 LH
148 lh2605 20250925 13160.0 ... 13145.00 13140.00 LH
149 lh2607 20250925 13870.0 ... 13805.00 13810.00 LH
150 m2511 20250925 2929.0 ... 2934.00 2895.00 M
151 m2512 20250925 2970.0 ... 2973.00 2937.00 M
152 m2601 20250925 2958.0 ... 2961.00 2922.00 M
153 m2603 20250925 2923.0 ... 2929.00 2897.00 M
154 m2605 20250925 2760.0 ... 2759.00 2743.00 M
155 m2607 20250925 2757.0 ... 2749.00 2737.00 M
156 m2608 20250925 2853.0 ... 2864.00 2848.00 M
157 m2609 20250925 2858.0 ... 2870.00 2851.00 M
158 p2510 20250925 8994.0 ... 9072.00 8904.00 P
159 p2511 20250925 9134.0 ... 9162.00 9044.00 P
160 p2512 20250925 9108.0 ... 9186.00 9052.00 P
161 p2601 20250925 9188.0 ... 9214.00 9078.00 P
162 p2602 20250925 9154.0 ... 9184.00 9062.00 P
163 p2603 20250925 9104.0 ... 9142.00 9018.00 P
164 p2604 20250925 9118.0 ... 9092.00 8982.00 P
165 p2605 20250925 8994.0 ... 9030.00 8902.00 P
166 p2606 20250925 8944.0 ... 8928.00 8798.00 P
167 p2607 20250925 8850.0 ... 8834.00 8718.00 P
168 p2608 20250925 8754.0 ... 8750.00 8618.00 P
169 p2609 20250925 8622.0 ... 8646.00 8546.00 P
170 pg2509 20250925 0.0 ... 3793.00 3810.00 PG
171 pg2510 20250925 4337.0 ... 4352.00 4332.00 PG
172 pg2511 20250925 4254.0 ... 4258.00 4254.00 PG
173 pg2512 20250925 4194.0 ... 4196.00 4193.00 PG
174 pg2601 20250925 4135.0 ... 4137.00 4132.00 PG
175 pg2602 20250925 4067.0 ... 4072.00 4065.00 PG
176 pg2603 20250925 3986.0 ... 3992.00 3989.00 PG
177 pg2604 20250925 4347.0 ... 4357.00 4363.00 PG
178 pg2605 20250925 4263.0 ... 4270.00 4265.00 PG
179 pg2606 20250925 4220.0 ... 4220.00 4220.00 PG
180 pg2607 20250925 4141.0 ... 4154.00 4153.00 PG
181 pg2608 20250925 4102.0 ... 4116.00 4096.00 PG
182 pp2510 20250925 6776.0 ... 6784.00 6763.00 PP
183 pp2511 20250925 6838.0 ... 6827.00 6806.00 PP
184 pp2512 20250925 6848.0 ... 6861.00 6843.00 PP
185 pp2601 20250925 6890.0 ... 6893.00 6870.00 PP
186 pp2602 20250925 6872.0 ... 6877.00 6858.00 PP
187 pp2603 20250925 6878.0 ... 6880.00 6859.00 PP
188 pp2604 20250925 6914.0 ... 6918.00 6904.00 PP
189 pp2605 20250925 6923.0 ... 6935.00 6916.00 PP
190 pp2606 20250925 6908.0 ... 6908.00 6895.00 PP
191 pp2607 20250925 6885.0 ... 6883.00 6871.00 PP
192 pp2608 20250925 6881.0 ... 6884.00 6881.00 PP
193 pp2609 20250925 6902.0 ... 6911.00 6903.00 PP
194 rr2510 20250925 3617.0 ... 3618.00 3622.00 RR
195 rr2511 20250925 3615.0 ... 3612.00 3614.00 RR
196 rr2512 20250925 3615.0 ... 3614.00 3615.00 RR
197 rr2601 20250925 3622.0 ... 3622.00 3621.00 RR
198 rr2602 20250925 3605.0 ... 3605.00 3602.00 RR
199 rr2603 20250925 0.0 ... 3612.00 3612.00 RR
200 rr2604 20250925 3616.0 ... 3616.00 3616.00 RR
201 rr2605 20250925 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250925 0.0 ... 3600.00 3600.00 RR
203 rr2607 20250925 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250925 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250925 0.0 ... 3614.00 3614.00 RR
206 v2510 20250925 4805.0 ... 4808.00 4787.00 V
207 v2511 20250925 4836.0 ... 4838.00 4823.00 V
208 v2512 20250925 4873.0 ... 4877.00 4871.00 V
209 v2601 20250925 4920.0 ... 4925.00 4906.00 V
210 v2602 20250925 4945.0 ... 4964.00 4960.00 V
211 v2603 20250925 4982.0 ... 4996.00 4994.00 V
212 v2604 20250925 5194.0 ... 5191.00 5162.00 V
213 v2605 20250925 5230.0 ... 5226.00 5208.00 V
214 v2606 20250925 5261.0 ... 5262.00 5232.00 V
215 v2607 20250925 5281.0 ... 5294.00 5262.00 V
216 v2608 20250925 5312.0 ... 5331.00 5293.00 V
217 v2609 20250925 5344.0 ... 5355.00 5328.00 V
218 y2511 20250925 8144.0 ... 8188.00 8100.00 Y
219 y2512 20250925 8200.0 ... 8238.00 8154.00 Y
220 y2601 20250925 8166.0 ... 8180.00 8096.00 Y
221 y2603 20250925 8076.0 ... 8112.00 8050.00 Y
222 y2605 20250925 7894.0 ... 7924.00 7852.00 Y
223 y2607 20250925 7848.0 ... 7878.00 7816.00 Y
224 y2608 20250925 7852.0 ... 7880.00 7816.00 Y
225 y2609 20250925 7804.0 ... 7852.00 7782.00 Y
[226 rows x 12 columns]
2025-09-25 18:26:22,963 - future_1d - INFO - ak.get_dce_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 IC2510 20250925 7263.000 ... 7311.000 7260.400 IC
1 IC2511 20250925 7209.800 ... 7240.200 7190.400 IC
2 IC2512 20250925 7139.000 ... 7185.400 7135.800 IC
3 IC2603 20250925 6976.000 ... 7007.000 6960.000 IC
4 IF2510 20250925 4548.000 ... 4596.600 4547.200 IF
5 IF2511 20250925 4533.200 ... 4581.600 4528.800 IF
6 IF2512 20250925 4523.400 ... 4572.400 4522.600 IF
7 IF2603 20250925 4493.000 ... 4539.600 4493.600 IF
8 IH2510 20250925 2941.000 ... 2958.000 2939.200 IH
9 IH2511 20250925 2942.000 ... 2956.400 2936.600 IH
10 IH2512 20250925 2941.000 ... 2958.400 2938.200 IH
11 IH2603 20250925 2944.800 ... 2955.800 2939.000 IH
12 IM2510 20250925 7460.600 ... 7456.400 7454.800 IM
13 IM2511 20250925 7383.600 ... 7369.200 7370.800 IM
14 IM2512 20250925 7290.000 ... 7290.800 7288.400 IM
15 IM2603 20250925 7080.000 ... 7076.400 7074.000 IM
16 T2512 20250925 107.600 ... 107.540 107.620 T
17 T2603 20250925 107.235 ... 107.175 107.275 T
18 T2606 20250925 107.205 ... 107.115 107.195 T
19 TF2512 20250925 105.510 ... 105.475 105.540 TF
20 TF2603 20250925 105.380 ... 105.335 105.415 TF
21 TF2606 20250925 105.345 ... 105.335 105.360 TF
22 TL2512 20250925 113.840 ... 113.960 113.990 TL
23 TL2603 20250925 113.490 ... 113.620 113.630 TL
24 TL2606 20250925 113.400 ... 113.540 113.620 TL
25 TS2512 20250925 102.306 ... 102.300 102.324 TS
26 TS2603 20250925 102.226 ... 102.220 102.248 TS
27 TS2606 20250925 102.250 ... 102.226 102.262 TS
[28 rows x 12 columns]
2025-09-25 18:26:23,311 - future_1d - INFO - ak.get_cffex_daily('2025-09-25') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250925 8538.0 8648.0 ... 23753.52 8585.0 8525.0 AP
1 AP511 20250925 8378.0 8498.0 ... 20087.47 8440.0 8356.0 AP
2 AP512 20250925 8248.0 8414.0 ... 1899.21 8367.0 8296.0 AP
3 AP601 20250925 8331.0 8450.0 ... 501897.78 8385.0 8344.0 AP
4 AP603 20250925 8242.0 8303.0 ... 890.41 8244.0 8223.0 AP
5 AP604 20250925 8236.0 8269.0 ... 148.16 8231.0 8213.0 AP
6 AP605 20250925 8248.0 8312.0 ... 9355.27 8264.0 8248.0 AP
7 CF511 20250925 13710.0 13725.0 ... 312969.82 13560.0 13625.0 CF
8 CF601 20250925 13555.0 13575.0 ... 1664965.42 13515.0 13560.0 CF
9 CF603 20250925 13520.0 13540.0 ... 6561.00 13485.0 13535.0 CF
10 CF605 20250925 13550.0 13555.0 ... 191722.50 13510.0 13560.0 CF
11 CF607 20250925 13575.0 13580.0 ... 2219.85 13535.0 13590.0 CF
12 CF609 20250925 13730.0 13730.0 ... 691.62 13695.0 13735.0 CF
13 CJ512 20250925 10740.0 11070.0 ... 6390.30 10905.0 10760.0 CJ
14 CJ601 20250925 10825.0 11130.0 ... 1254628.63 10960.0 10795.0 CJ
15 CJ603 20250925 10795.0 11095.0 ... 14645.96 10925.0 10785.0 CJ
16 CJ605 20250925 10875.0 11160.0 ... 208459.47 10990.0 10830.0 CJ
17 CJ607 20250925 10935.0 11255.0 ... 2647.11 11075.0 10935.0 CJ
18 CJ609 20250925 11065.0 11370.0 ... 1031.54 11210.0 11025.0 CJ
19 CY510 20250925 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250925 19880.0 19905.0 ... 119620.88 19780.0 19775.0 CY
21 CY512 20250925 19515.0 19515.0 ... 9.76 19515.0 19495.0 CY
22 CY601 20250925 19710.0 19730.0 ... 6459.10 19690.0 19690.0 CY
23 CY602 20250925 0.0 0.0 ... 0.00 19745.0 19745.0 CY
24 CY603 20250925 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250925 0.0 0.0 ... 0.00 19730.0 19730.0 CY
26 CY605 20250925 19705.0 19765.0 ... 19.74 19735.0 19795.0 CY
27 CY606 20250925 0.0 0.0 ... 0.00 19735.0 19735.0 CY
28 CY607 20250925 0.0 0.0 ... 0.00 20005.0 20005.0 CY
29 CY608 20250925 0.0 0.0 ... 0.00 19930.0 19940.0 CY
30 CY609 20250925 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250925 1130.0 1150.0 ... 9834.72 1135.0 1109.0 FG
32 FG511 20250925 1133.0 1164.0 ... 394480.86 1145.0 1106.0 FG
33 FG512 20250925 1253.0 1282.0 ... 151791.67 1265.0 1228.0 FG
34 FG601 20250925 1252.0 1282.0 ... 9137130.71 1260.0 1232.0 FG
35 FG602 20250925 1298.0 1331.0 ... 113762.92 1308.0 1274.0 FG
36 FG603 20250925 1319.0 1330.0 ... 8819.65 1314.0 1289.0 FG
37 FG604 20250925 1372.0 1391.0 ... 2719.36 1380.0 1354.0 FG
38 FG605 20250925 1365.0 1392.0 ... 335024.93 1373.0 1354.0 FG
39 FG606 20250925 1398.0 1419.0 ... 1893.04 1402.0 1382.0 FG
40 FG607 20250925 1372.0 1412.0 ... 2289.70 1398.0 1375.0 FG
41 FG608 20250925 1434.0 1449.0 ... 1630.58 1435.0 1417.0 FG
42 FG609 20250925 1426.0 1452.0 ... 12590.62 1440.0 1414.0 FG
43 JR511 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250925 2262.0 2269.0 ... 2975.32 2263.0 2263.0 MA
52 MA511 20250925 2303.0 2307.0 ... 129297.32 2298.0 2294.0 MA
53 MA512 20250925 2333.0 2340.0 ... 92047.38 2333.0 2332.0 MA
54 MA601 20250925 2356.0 2364.0 ... 822244.57 2357.0 2355.0 MA
55 MA602 20250925 2382.0 2387.0 ... 33142.05 2380.0 2380.0 MA
56 MA603 20250925 2392.0 2400.0 ... 908.62 2397.0 2396.0 MA
57 MA604 20250925 2395.0 2395.0 ... 23.94 2394.0 2396.0 MA
58 MA605 20250925 2382.0 2391.0 ... 59705.76 2383.0 2382.0 MA
59 MA606 20250925 2394.0 2399.0 ... 45.45 2392.0 2389.0 MA
60 MA607 20250925 2366.0 2371.0 ... 28.43 2369.0 2364.0 MA
61 MA608 20250925 2370.0 2370.0 ... 2.37 2370.0 2362.0 MA
62 MA609 20250925 2347.0 2350.0 ... 264.98 2345.0 2341.0 MA
63 OI511 20250925 10136.0 10344.0 ... 679752.78 10195.0 10110.0 OI
64 OI601 20250925 9949.0 10154.0 ... 4025663.97 10033.0 9923.0 OI
65 OI603 20250925 9703.0 9912.0 ... 6903.28 9792.0 9681.0 OI
66 OI605 20250925 9456.0 9668.0 ... 210491.42 9551.0 9437.0 OI
67 OI607 20250925 9406.0 9611.0 ... 2158.04 9549.0 9387.0 OI
68 OI609 20250925 9385.0 9566.0 ... 2685.78 9524.0 9343.0 OI
69 PF510 20250925 6308.0 6382.0 ... 3524.96 6358.0 6274.0 PF
70 PF511 20250925 6310.0 6380.0 ... 613970.31 6328.0 6272.0 PF
71 PF512 20250925 6262.0 6344.0 ... 338379.21 6288.0 6238.0 PF
72 PF601 20250925 6324.0 6386.0 ... 51277.92 6346.0 6284.0 PF
73 PF602 20250925 6316.0 6390.0 ... 136637.20 6334.0 6288.0 PF
74 PF603 20250925 6340.0 6392.0 ... 34.93 6350.0 6304.0 PF
75 PF604 20250925 6386.0 6418.0 ... 25.63 6408.0 6342.0 PF
76 PF605 20250925 6400.0 6454.0 ... 25.73 6434.0 6378.0 PF
77 PF606 20250925 6414.0 6414.0 ... 3.21 6414.0 6380.0 PF
78 PF607 20250925 6484.0 6484.0 ... 3.24 6484.0 6394.0 PF
79 PF608 20250925 0.0 0.0 ... 0.00 6496.0 6402.0 PF
80 PF609 20250925 6508.0 6508.0 ... 3.25 6508.0 6442.0 PF
81 PK510 20250925 7780.0 7790.0 ... 3624.73 7770.0 7796.0 PK
82 PK511 20250925 7762.0 7784.0 ... 221707.73 7766.0 7762.0 PK
83 PK512 20250925 7762.0 7776.0 ... 85187.60 7762.0 7770.0 PK
84 PK601 20250925 7778.0 7788.0 ... 57441.67 7776.0 7790.0 PK
85 PK603 20250925 7816.0 7818.0 ... 70.30 7812.0 7830.0 PK
86 PK604 20250925 7826.0 7838.0 ... 74.44 7836.0 7836.0 PK
87 PK605 20250925 7832.0 7840.0 ... 1946.70 7834.0 7836.0 PK
88 PL601 20250925 6358.0 6384.0 ... 18325.21 6372.0 6344.0 PL
89 PL602 20250925 6399.0 6409.0 ... 563.36 6402.0 6385.0 PL
90 PL603 20250925 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250925 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250925 0.0 0.0 ... 0.00 6350.0 6330.0 PL
93 PL606 20250925 0.0 0.0 ... 0.00 6419.0 6402.0 PL
94 PL607 20250925 0.0 0.0 ... 0.00 6410.0 6410.0 PL
95 PL608 20250925 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250925 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250925 5832.0 5880.0 ... 2354.18 5856.0 5798.0 PR
104 PR511 20250925 5800.0 5846.0 ... 249600.32 5816.0 5756.0 PR
105 PR512 20250925 5792.0 5850.0 ... 209730.17 5814.0 5764.0 PR
106 PR601 20250925 5794.0 5846.0 ... 127445.00 5812.0 5746.0 PR
107 PR602 20250925 5830.0 5866.0 ... 1534.81 5848.0 5790.0 PR
108 PR603 20250925 5830.0 5866.0 ... 52.56 5840.0 5808.0 PR
109 PR604 20250925 5850.0 5886.0 ... 17.60 5868.0 5826.0 PR
110 PR605 20250925 5852.0 5904.0 ... 61.75 5882.0 5830.0 PR
111 PR606 20250925 0.0 0.0 ... 0.00 5918.0 5860.0 PR
112 PR607 20250925 5902.0 5902.0 ... 8.85 5902.0 5876.0 PR
113 PR608 20250925 0.0 0.0 ... 0.00 5940.0 5892.0 PR
114 PR609 20250925 0.0 0.0 ... 0.00 5924.0 5882.0 PR
115 PX510 20250925 6334.0 6690.0 ... 26287.94 6470.0 6604.0 PX
116 PX511 20250925 6620.0 6686.0 ... 615785.56 6640.0 6568.0 PX
117 PX512 20250925 6614.0 6678.0 ... 210198.60 6638.0 6576.0 PX
118 PX601 20250925 6610.0 6672.0 ... 168342.39 6636.0 6570.0 PX
119 PX602 20250925 6624.0 6688.0 ... 7754.97 6654.0 6582.0 PX
120 PX603 20250925 6628.0 6632.0 ... 9.94 6630.0 6570.0 PX
121 PX604 20250925 6690.0 6690.0 ... 3.35 6690.0 6616.0 PX
122 PX605 20250925 6632.0 6706.0 ... 2464.91 6672.0 6596.0 PX
123 PX606 20250925 0.0 0.0 ... 0.00 6692.0 6622.0 PX
124 PX607 20250925 6700.0 6700.0 ... 3.35 6700.0 6608.0 PX
125 PX608 20250925 0.0 0.0 ... 0.00 6674.0 6620.0 PX
126 PX609 20250925 6658.0 6698.0 ... 6.68 6678.0 6626.0 PX
127 RI511 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250925 2471.0 2494.0 ... 11208.27 2479.0 2459.0 RM
134 RM601 20250925 2408.0 2450.0 ... 897937.89 2424.0 2406.0 RM
135 RM603 20250925 2334.0 2362.0 ... 9498.76 2343.0 2334.0 RM
136 RM605 20250925 2328.0 2345.0 ... 180100.32 2328.0 2321.0 RM
137 RM607 20250925 2315.0 2335.0 ... 12049.28 2319.0 2311.0 RM
138 RM608 20250925 2411.0 2435.0 ... 1529.32 2420.0 2409.0 RM
139 RM609 20250925 2401.0 2426.0 ... 4909.94 2412.0 2396.0 RM
140 RS511 20250925 5270.0 5331.0 ... 100.91 5311.0 5278.0 RS
141 RS607 20250925 5588.0 5588.0 ... 194.69 5562.0 5552.0 RS
142 RS608 20250925 5551.0 5574.0 ... 161.01 5552.0 5543.0 RS
143 RS609 20250925 5576.0 5579.0 ... 133.34 5556.0 5549.0 RS
144 SA510 20250925 1225.0 1229.0 ... 6547.04 1222.0 1213.0 SA
145 SA511 20250925 1229.0 1241.0 ... 438284.40 1232.0 1218.0 SA
146 SA512 20250925 1298.0 1308.0 ... 342124.54 1298.0 1282.0 SA
147 SA601 20250925 1311.0 1320.0 ... 3084478.49 1311.0 1300.0 SA
148 SA602 20250925 1335.0 1349.0 ... 93123.96 1340.0 1318.0 SA
149 SA603 20250925 1344.0 1356.0 ... 3208.99 1347.0 1340.0 SA
150 SA604 20250925 1388.0 1401.0 ... 735.53 1393.0 1382.0 SA
151 SA605 20250925 1395.0 1408.0 ... 115820.62 1400.0 1389.0 SA
152 SA606 20250925 1411.0 1420.0 ... 924.29 1413.0 1401.0 SA
153 SA607 20250925 1416.0 1423.0 ... 1259.04 1418.0 1407.0 SA
154 SA608 20250925 1452.0 1453.0 ... 2568.25 1449.0 1437.0 SA
155 SA609 20250925 1449.0 1460.0 ... 5968.90 1455.0 1440.0 SA
156 SF510 20250925 5540.0 5584.0 ... 2278.10 5544.0 5536.0 SF
157 SF511 20250925 5722.0 5790.0 ... 575802.32 5724.0 5732.0 SF
158 SF512 20250925 5686.0 5758.0 ... 139267.93 5698.0 5708.0 SF
159 SF601 20250925 5692.0 5746.0 ... 169962.64 5692.0 5700.0 SF
160 SF602 20250925 5658.0 5708.0 ... 27586.73 5648.0 5662.0 SF
161 SF603 20250925 5790.0 5878.0 ... 449.34 5836.0 5858.0 SF
162 SF604 20250925 5814.0 5814.0 ... 2.91 5814.0 5832.0 SF
163 SF605 20250925 5808.0 5846.0 ... 3268.64 5790.0 5810.0 SF
164 SF606 20250925 5730.0 5800.0 ... 54.93 5782.0 5786.0 SF
165 SF607 20250925 5880.0 5940.0 ... 20.68 5910.0 5936.0 SF
166 SF608 20250925 5872.0 5950.0 ... 11.83 5914.0 5896.0 SF
167 SF609 20250925 5864.0 5922.0 ... 35.29 5882.0 5904.0 SF
168 SH510 20250925 2484.0 2485.0 ... 6882.09 2467.0 2471.0 SH
169 SH511 20250925 2502.0 2507.0 ... 542872.48 2488.0 2486.0 SH
170 SH512 20250925 2549.0 2555.0 ... 371357.74 2540.0 2533.0 SH
171 SH601 20250925 2552.0 2555.0 ... 1738819.77 2542.0 2533.0 SH
172 SH602 20250925 2572.0 2575.0 ... 38919.23 2565.0 2558.0 SH
173 SH603 20250925 2589.0 2591.0 ... 1092.08 2582.0 2574.0 SH
174 SH604 20250925 2624.0 2624.0 ... 31.47 2623.0 2620.0 SH
175 SH605 20250925 2640.0 2643.0 ... 8540.13 2633.0 2626.0 SH
176 SH606 20250925 2652.0 2652.0 ... 79.43 2648.0 2637.0 SH
177 SH607 20250925 2636.0 2647.0 ... 55.42 2639.0 2631.0 SH
178 SH608 20250925 2650.0 2650.0 ... 15.89 2648.0 2652.0 SH
179 SH609 20250925 2678.0 2678.0 ... 152.05 2668.0 2665.0 SH
180 SM510 20250925 5818.0 5832.0 ... 37009.46 5732.0 5814.0 SM
181 SM511 20250925 5908.0 5938.0 ... 461939.29 5892.0 5898.0 SM
182 SM512 20250925 5880.0 5942.0 ... 229503.51 5910.0 5898.0 SM
183 SM601 20250925 5916.0 5954.0 ... 648883.48 5904.0 5910.0 SM
184 SM602 20250925 5928.0 5960.0 ... 189915.34 5902.0 5928.0 SM
185 SM603 20250925 5948.0 5956.0 ... 940.16 5932.0 5948.0 SM
186 SM604 20250925 5920.0 5962.0 ... 130.54 5934.0 5954.0 SM
187 SM605 20250925 5946.0 5988.0 ... 12387.44 5944.0 5946.0 SM
188 SM606 20250925 5928.0 5968.0 ... 41.50 5928.0 5966.0 SM
189 SM607 20250925 5932.0 5980.0 ... 38.60 5938.0 5978.0 SM
190 SM608 20250925 0.0 0.0 ... 0.00 5988.0 5960.0 SM
191 SM609 20250925 5952.0 6016.0 ... 394.92 5984.0 5976.0 SM
192 SR511 20250925 5542.0 5556.0 ... 197387.15 5533.0 5538.0 SR
193 SR601 20250925 5492.0 5518.0 ... 1170834.61 5497.0 5483.0 SR
194 SR603 20250925 5472.0 5498.0 ... 2998.31 5481.0 5457.0 SR
195 SR605 20250925 5468.0 5483.0 ... 67385.76 5463.0 5446.0 SR
196 SR607 20250925 5466.0 5483.0 ... 3340.88 5468.0 5452.0 SR
197 SR609 20250925 5477.0 5495.0 ... 2114.39 5478.0 5466.0 SR
198 TA510 20250925 4596.0 4654.0 ... 16455.61 4630.0 4558.0 TA
199 TA511 20250925 4608.0 4668.0 ... 326553.23 4638.0 4576.0 TA
200 TA512 20250925 4626.0 4678.0 ... 129291.73 4652.0 4588.0 TA
201 TA601 20250925 4640.0 4688.0 ... 1632322.69 4658.0 4598.0 TA
202 TA602 20250925 4654.0 4698.0 ... 24535.75 4672.0 4610.0 TA
203 TA603 20250925 4620.0 4706.0 ... 437.42 4630.0 4620.0 TA
204 TA604 20250925 4664.0 4712.0 ... 32.80 4686.0 4660.0 TA
205 TA605 20250925 4668.0 4722.0 ... 57245.87 4696.0 4640.0 TA
206 TA606 20250925 4684.0 4732.0 ... 16.45 4700.0 4626.0 TA
207 TA607 20250925 4716.0 4720.0 ... 7.08 4718.0 4662.0 TA
208 TA608 20250925 0.0 0.0 ... 0.00 4744.0 4690.0 TA
209 TA609 20250925 4700.0 4768.0 ... 170.82 4746.0 4694.0 TA
210 UR510 20250925 1570.0 1571.0 ... 1056.31 1567.0 1563.0 UR
211 UR511 20250925 1657.0 1657.0 ... 71609.71 1651.0 1649.0 UR
212 UR512 20250925 1665.0 1668.0 ... 15708.84 1664.0 1663.0 UR
213 UR601 20250925 1677.0 1679.0 ... 320987.42 1675.0 1672.0 UR
214 UR602 20250925 1684.0 1686.0 ... 390.24 1682.0 1681.0 UR
215 UR603 20250925 1725.0 1728.0 ... 37.97 1726.0 1724.0 UR
216 UR604 20250925 1725.0 1727.0 ... 24.16 1726.0 1726.0 UR
217 UR605 20250925 1730.0 1730.0 ... 13083.72 1727.0 1723.0 UR
218 UR606 20250925 1725.0 1730.0 ... 110.60 1728.0 1725.0 UR
219 UR607 20250925 1753.0 1758.0 ... 21.08 1757.0 1757.0 UR
220 UR608 20250925 1750.0 1750.0 ... 14.00 1750.0 1751.0 UR
221 UR609 20250925 1740.0 1749.0 ... 338.83 1747.0 1741.0 UR
222 WH511 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-25 18:26:23,576 - future_1d - INFO - ak.get_czce_daily('2025-09-25') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250925 ... 82080 79990 CU
1 1 CU2511 20250925 ... 82160 79990 CU
2 2 CU2512 20250925 ... 82110 79980 CU
3 3 CU2601 20250925 ... 82090 79970 CU
4 4 CU2602 20250925 ... 81970 79960 CU
5 5 CU2603 20250925 ... 82050 79950 CU
6 6 CU2604 20250925 ... 81900 79970 CU
7 7 CU2605 20250925 ... 82230 79910 CU
8 8 CU2606 20250925 ... 81760 79860 CU
9 9 CU2607 20250925 ... 81710 79840 CU
10 10 CU2608 20250925 ... 81680 79880 CU
11 11 CU2609 20250925 ... 81920 79890 CU
12 12 BC2510 20250925 ... 72920 70910 BC
13 13 BC2511 20250925 ... 73030 71060 BC
14 14 BC2512 20250925 ... 73180 71110 BC
15 15 BC2601 20250925 ... 73160 71300 BC
16 16 BC2602 20250925 ... 73100 71100 BC
17 17 BC2603 20250925 ... 73000 71210 BC
18 18 BC2604 20250925 ... 73000 71300 BC
19 19 BC2605 20250925 ... 72900 71300 BC
20 20 BC2606 20250925 ... 72900 71400 BC
21 21 BC2607 20250925 ... 72800 71400 BC
22 22 BC2608 20250925 ... 73000 71400 BC
23 23 BC2609 20250925 ... 73000 71550 BC
24 24 AL2510 20250925 ... 20765 20680 AL
25 25 AL2511 20250925 ... 20780 20685 AL
26 26 AL2512 20250925 ... 20780 20690 AL
27 27 AL2601 20250925 ... 20780 20695 AL
28 28 AL2602 20250925 ... 20785 20695 AL
29 29 AL2603 20250925 ... 20815 20725 AL
30 30 AL2604 20250925 ... 20830 20750 AL
31 31 AL2605 20250925 ... 20845 20755 AL
32 32 AL2606 20250925 ... 20850 20785 AL
33 33 AL2607 20250925 ... 20850 20780 AL
34 34 AL2608 20250925 ... 20860 20775 AL
35 35 AL2609 20250925 ... 20860 20775 AL
36 36 ZN2510 20250925 ... 21960 21905 ZN
37 37 ZN2511 20250925 ... 21965 21915 ZN
38 38 ZN2512 20250925 ... 21980 21915 ZN
39 39 ZN2601 20250925 ... 21995 21930 ZN
40 40 ZN2602 20250925 ... 22030 21955 ZN
41 41 ZN2603 20250925 ... 22040 21970 ZN
42 42 ZN2604 20250925 ... 22090 22010 ZN
43 43 ZN2605 20250925 ... 22160 22045 ZN
44 44 ZN2606 20250925 ... 22185 22080 ZN
45 45 ZN2607 20250925 ... 22095 22095 ZN
46 46 ZN2608 20250925 ... 22185 22115 ZN
47 47 ZN2609 20250925 ... 22195 22145 ZN
48 48 PB2510 20250925 ... 17070 17035 PB
49 49 PB2511 20250925 ... 17110 17075 PB
50 50 PB2512 20250925 ... 17125 17090 PB
51 51 PB2601 20250925 ... 17135 17085 PB
52 52 PB2602 20250925 ... 17090 17090 PB
53 53 PB2603 20250925 ... 17175 17125 PB
54 54 PB2604 20250925 ... 17215 17215 PB
55 55 PB2605 20250925 ... 17170 17140 PB
56 56 PB2606 20250925 ... 17190 17160 PB
57 57 PB2607 20250925 ... 17175 17175 PB
58 58 PB2608 20250925 ... 17210 17140 PB
59 59 PB2609 20250925 ... 17230 17185 PB
60 60 NI2510 20250925 ... 122390 121450 NI
61 61 NI2511 20250925 ... 122730 121680 NI
62 62 NI2512 20250925 ... 122960 121810 NI
63 63 NI2601 20250925 ... 123080 122020 NI
64 64 NI2602 20250925 ... 123580 122250 NI
65 65 NI2603 20250925 ... 123430 122510 NI
66 66 NI2604 20250925 ... 123660 122640 NI
67 67 NI2605 20250925 ... 123980 122920 NI
68 68 NI2606 20250925 ... 123830 123050 NI
69 69 NI2607 20250925 ... 124190 123340 NI
70 70 NI2608 20250925 ... 125100 123750 NI
71 71 NI2609 20250925 ... 125630 124090 NI
72 72 SN2510 20250925 ... 273150 271570 SN
73 73 SN2511 20250925 ... 273490 271840 SN
74 74 SN2512 20250925 ... 273700 272030 SN
75 75 SN2601 20250925 ... 273840 272140 SN
76 76 SN2602 20250925 ... 273860 272100 SN
77 77 SN2603 20250925 ... 274180 272640 SN
78 78 SN2604 20250925 ... 274410 272870 SN
79 79 SN2605 20250925 ... 274840 273140 SN
80 80 SN2606 20250925 ... 274920 273310 SN
81 81 SN2607 20250925 ... 274910 273200 SN
82 82 SN2608 20250925 ... 275220 273380 SN
83 83 SN2609 20250925 ... 276240 273670 SN
84 84 AO2510 20250925 ... 2875 2858 AO
85 85 AO2511 20250925 ... 2897 2871 AO
86 86 AO2512 20250925 ... 2912 2882 AO
87 87 AO2601 20250925 ... 2927 2894 AO
88 88 AO2602 20250925 ... 2936 2906 AO
89 89 AO2603 20250925 ... 3003 2975 AO
90 90 AO2604 20250925 ... 3007 2980 AO
91 91 AO2605 20250925 ... 3016 2986 AO
92 92 AO2606 20250925 ... 3023 2993 AO
93 93 AO2607 20250925 ... 3032 2996 AO
94 94 AO2608 20250925 ... 3036 3007 AO
95 95 AO2609 20250925 ... 3045 3020 AO
96 96 AD2511 20250925 ... 20360 20320 AD
97 97 AD2512 20250925 ... 20405 20315 AD
98 98 AD2601 20250925 ... 20410 20320 AD
99 99 AD2602 20250925 ... 20440 20320 AD
100 100 AD2603 20250925 ... 20300 20300 AD
101 101 AD2604 20250925 ... 20320 20320 AD
102 102 AD2605 20250925 ... 20320 20320 AD
103 103 AD2606 20250925 ... 20385 20305 AD
104 104 AD2607 20250925 ... 20510 20510 AD
105 105 AD2608 20250925 ... 20515 20515 AD
106 106 AD2609 20250925 ... 20335 20335 AD
107 107 AU2510 20250925 ... 853.14 854.98 AU
108 108 AU2511 20250925 ... 854.06 856.34 AU
109 109 AU2512 20250925 ... 855.96 858.6 AU
110 110 AU2602 20250925 ... 858.8 860.92 AU
111 111 AU2604 20250925 ... 860.04 863.22 AU
112 112 AU2606 20250925 ... 863.34 865.94 AU
113 113 AU2608 20250925 ... 865.28 869.22 AU
114 114 AU2610 20250925 ... 869.38 872.52 AU
115 115 AG2510 20250925 ... 10358 10356 AG
116 116 AG2511 20250925 ... 10374 10388 AG
117 117 AG2512 20250925 ... 10396 10403 AG
118 118 AG2601 20250925 ... 10407 10415 AG
119 119 AG2602 20250925 ... 10420 10423 AG
120 120 AG2603 20250925 ... 10441 10438 AG
121 121 AG2604 20250925 ... 10454 10454 AG
122 122 AG2605 20250925 ... 10463 10468 AG
123 123 AG2606 20250925 ... 10478 10479 AG
124 124 AG2607 20250925 ... 10491 10496 AG
125 125 AG2608 20250925 ... 10504 10509 AG
126 126 AG2609 20250925 ... 10512 10514 AG
127 127 RB2510 20250925 ... 3072 3066 RB
128 128 RB2511 20250925 ... 3087 3082 RB
129 129 RB2512 20250925 ... 3144 3136 RB
130 130 RB2601 20250925 ... 3164 3157 RB
131 131 RB2602 20250925 ... 3165 3159 RB
132 132 RB2603 20250925 ... 3183 3175 RB
133 133 RB2604 20250925 ... 3204 3193 RB
134 134 RB2605 20250925 ... 3223 3217 RB
135 135 RB2606 20250925 ... 3238 3235 RB
136 136 RB2607 20250925 ... 3247 3246 RB
137 137 RB2608 20250925 ... 3248 3241 RB
138 138 RB2609 20250925 ... 3255 3244 RB
139 139 WR2510 20250925 ... 3233 3233 WR
140 140 WR2511 20250925 ... 3330 3343 WR
141 141 WR2512 20250925 ... 3324 3324 WR
142 142 WR2601 20250925 ... 3339 3349 WR
143 143 WR2602 20250925 ... 3353 3339 WR
144 144 WR2603 20250925 ... 3399 3399 WR
145 145 WR2604 20250925 ... 3389 3389 WR
146 146 WR2605 20250925 ... 3413 3414 WR
147 147 WR2606 20250925 ... 3372 3372 WR
148 148 WR2607 20250925 ... 3390 3390 WR
149 149 WR2608 20250925 ... 3371 3371 WR
150 150 WR2609 20250925 ... 3418 3418 WR
151 151 HC2510 20250925 ... 3415 3401 HC
152 152 HC2511 20250925 ... 3391 3380 HC
153 153 HC2512 20250925 ... 3378 3368 HC
154 154 HC2601 20250925 ... 3354 3350 HC
155 155 HC2602 20250925 ... 3353 3346 HC
156 156 HC2603 20250925 ... 3357 3351 HC
157 157 HC2604 20250925 ... 3358 3349 HC
158 158 HC2605 20250925 ... 3364 3358 HC
159 159 HC2606 20250925 ... 3360 3362 HC
160 160 HC2607 20250925 ... 3376 3369 HC
161 161 HC2608 20250925 ... 3371 3371 HC
162 162 HC2609 20250925 ... 3383 3383 HC
163 163 SS2510 20250925 ... 12800 12790 SS
164 164 SS2511 20250925 ... 12915 12905 SS
165 165 SS2512 20250925 ... 12960 12945 SS
166 166 SS2601 20250925 ... 13020 13005 SS
167 167 SS2602 20250925 ... 13070 13040 SS
168 168 SS2603 20250925 ... 13175 13125 SS
169 169 SS2604 20250925 ... 13215 13180 SS
170 170 SS2605 20250925 ... 13295 13260 SS
171 171 SS2606 20250925 ... 13340 13305 SS
172 172 SS2607 20250925 ... 13410 13395 SS
173 173 SS2608 20250925 ... 13465 13420 SS
174 174 SS2609 20250925 ... 13535 13485 SS
175 175 SC2510 20250925 ... 489.3 479.3 SC
176 176 SC2511 20250925 ... 488.9 482.3 SC
177 177 SC2512 20250925 ... 489.8 482.8 SC
178 178 SC2601 20250925 ... 489.8 482.7 SC
179 179 SC2602 20250925 ... 488.9 482.1 SC
180 180 SC2603 20250925 ... 488.3 481.8 SC
181 181 SC2604 20250925 ... 488 482.5 SC
182 182 SC2605 20250925 ... 486.8 480.8 SC
183 183 SC2606 20250925 ... 486.3 480 SC
184 184 SC2607 20250925 ... 487.3 480 SC
185 185 SC2608 20250925 ... 485.8 478.1 SC
186 186 SC2609 20250925 ... 482.7 477.8 SC
187 187 SC2612 20250925 ... 473.5 472 SC
188 188 SC2703 20250925 ... 478.3 473.1 SC
189 189 SC2706 20250925 ... 476 469.2 SC
190 190 SC2709 20250925 ... 477 470 SC
191 191 SC2712 20250925 ... 477.8 469.1 SC
192 192 SC2803 20250925 ... 476 468 SC
193 193 SC2806 20250925 ... 473.2 465.8 SC
194 194 SC2809 20250925 ... 472.1 464.2 SC
195 195 LU2510 20250925 ... 3366 3366 LU
196 196 LU2511 20250925 ... 3435 3397 LU
197 197 LU2512 20250925 ... 3430 3385 LU
198 198 LU2601 20250925 ... 3418 3377 LU
199 199 LU2602 20250925 ... 3400 3362 LU
200 200 LU2603 20250925 ... 3398 3358 LU
201 201 LU2604 20250925 ... 3395 3356 LU
202 202 LU2605 20250925 ... 3390 3356 LU
203 203 LU2606 20250925 ... 3393 3347 LU
204 204 LU2607 20250925 ... 3377 3344 LU
205 205 LU2608 20250925 ... 3366 3334 LU
206 206 LU2609 20250925 ... 3346 3320 LU
207 207 FU2510 20250925 ... 2933 2879 FU
208 208 FU2511 20250925 ... 2948 2888 FU
209 209 FU2512 20250925 ... 2905 2867 FU
210 210 FU2601 20250925 ... 2883 2850 FU
211 211 FU2602 20250925 ... 2865 2837 FU
212 212 FU2603 20250925 ... 2853 2822 FU
213 213 FU2604 20250925 ... 2840 2808 FU
214 214 FU2605 20250925 ... 2827 2800 FU
215 215 FU2606 20250925 ... 2811 2782 FU
216 216 FU2607 20250925 ... 2784 2753 FU
217 217 FU2608 20250925 ... 2758 2728 FU
218 218 FU2609 20250925 ... 2737 2719 FU
219 219 BU2510 20250925 ... 3444 3413 BU
220 220 BU2511 20250925 ... 3426 3396 BU
221 221 BU2512 20250925 ... 3373 3346 BU
222 222 BU2601 20250925 ... 3341 3314 BU
223 223 BU2602 20250925 ... 3348 3318 BU
224 224 BU2603 20250925 ... 3361 3335 BU
225 225 BU2604 20250925 ... 3337 3312 BU
226 226 BU2605 20250925 ... 3365 3332 BU
227 227 BU2606 20250925 ... 3362 3333 BU
228 228 BU2607 20250925 ... 3365 3327 BU
229 229 BU2608 20250925 ... 3344 3323 BU
230 230 BU2609 20250925 ... 3352 3333 BU
231 231 BU2612 20250925 ... 3319 3300 BU
232 232 BU2703 20250925 ... 3329 3281 BU
233 233 BU2706 20250925 ... 3327 3312 BU
234 234 BU2709 20250925 ... 3333 3320 BU
235 235 BR2510 20250925 ... 11560 11595 BR
236 236 BR2511 20250925 ... 11555 11545 BR
237 237 BR2512 20250925 ... 11555 11535 BR
238 238 BR2601 20250925 ... 11545 11525 BR
239 239 BR2602 20250925 ... 11555 11545 BR
240 240 BR2603 20250925 ... 11595 11605 BR
241 241 BR2604 20250925 ... 11640 11640 BR
242 242 BR2605 20250925 ... 11615 11580 BR
243 243 BR2606 20250925 ... 11620 11620 BR
244 244 BR2607 20250925 ... 11745 11680 BR
245 245 BR2608 20250925 ... 11745 11745 BR
246 246 BR2609 20250925 ... 11750 11750 BR
247 247 RU2510 20250925 ... 14680 14740 RU
248 248 RU2511 20250925 ... 14705 14715 RU
249 249 RU2601 20250925 ... 15630 15605 RU
250 250 RU2603 20250925 ... 15625 15590 RU
251 251 RU2604 20250925 ... 15625 15570 RU
252 252 RU2605 20250925 ... 15575 15545 RU
253 253 RU2606 20250925 ... 15635 15585 RU
254 254 RU2607 20250925 ... 15580 15600 RU
255 255 RU2608 20250925 ... 15625 15685 RU
256 256 RU2609 20250925 ... 15550 15600 RU
257 257 NR2510 20250925 ... 12440 12415 NR
258 258 NR2511 20250925 ... 12485 12455 NR
259 259 NR2512 20250925 ... 12500 12465 NR
260 260 NR2601 20250925 ... 12525 12490 NR
261 261 NR2602 20250925 ... 12520 12490 NR
262 262 NR2603 20250925 ... 12530 12510 NR
263 263 NR2604 20250925 ... 12565 12530 NR
264 264 NR2605 20250925 ... 12575 12600 NR
265 265 NR2606 20250925 ... 12600 12495 NR
266 266 NR2607 20250925 ... 12650 12650 NR
267 267 NR2608 20250925 ... 12685 12685 NR
268 268 NR2609 20250925 ... 12510 12510 NR
269 269 SP2510 20250925 ... 5018 4984 SP
270 270 SP2511 20250925 ... 5050 5010 SP
271 271 SP2512 20250925 ... 5068 5026 SP
272 272 SP2601 20250925 ... 5304 5268 SP
273 273 SP2602 20250925 ... 5292 5258 SP
274 274 SP2603 20250925 ... 5310 5272 SP
275 275 SP2604 20250925 ... 5318 5282 SP
276 276 SP2605 20250925 ... 5318 5286 SP
277 277 SP2606 20250925 ... 5324 5282 SP
278 278 SP2607 20250925 ... 5320 5268 SP
279 279 SP2608 20250925 ... 5326 5292 SP
280 280 SP2609 20250925 ... 5328 5280 SP
281 281 OP2601 20250925 ... 4238 4230 OP
282 282 OP2602 20250925 ... 4228 4228 OP
283 283 OP2603 20250925 ... 4266 4246 OP
284 284 OP2604 20250925 ... 4262 4262 OP
285 285 OP2605 20250925 ... 4266 4266 OP
286 286 OP2606 20250925 ... 4236 4242 OP
287 287 OP2607 20250925 ... 4238 4238 OP
288 288 OP2608 20250925 ... 4240 4238 OP
289 289 OP2609 20250925 ... 4336 4338 OP
290 290 EC2510 20250925 ... 1160.6 1128 EC
291 291 EC2512 20250925 ... 1746.6 1678.9 EC
292 292 EC2602 20250925 ... 1647.8 1572.8 EC
293 293 EC2604 20250925 ... 1276.4 1257.3 EC
294 294 EC2606 20250925 ... 1467.5 1436.5 EC
295 295 EC2608 20250925 ... 1619.8 1591.5 EC
296 298 SC_TAS2511 20250925 ... SC_TAS
297 299 SC_TAS2512 20250925 ... SC_TAS
298 300 SC_TAS2601 20250925 ... SC_TAS
[299 rows x 13 columns]
2025-09-25 18:26:23,678 - future_1d - INFO - ak.get_shfe_daily('2025-09-25') done
2025-09-25 18:26:25,447 - future_1d - INFO - save future_daily 2025-09-25 completed