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]
2025-09-23 18:26:29,730 - future_1d - INFO - ak.get_dce_daily('2025-09-19') done
2025-09-23 18:26:31,493 - future_1d - INFO - save future_daily 2025-09-19 completed
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]
2025-09-23 18:26:39,932 - 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]
2025-09-23 18:26:40,160 - 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]
2025-09-23 18:26:40,225 - future_1d - INFO - ak.get_ine_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]
2025-09-23 18:26:40,506 - 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]
2025-09-23 18:26:40,817 - future_1d - INFO - ak.get_cffex_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]
2025-09-23 18:26:41,342 - future_1d - INFO - ak.get_dce_daily('2025-09-22') done
2025-09-23 18:26:43,097 - future_1d - INFO - save future_daily 2025-09-22 completed
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]
2025-09-23 18:26:51,036 - 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]
2025-09-23 18:26:51,182 - 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]
2025-09-23 18:26:51,246 - future_1d - INFO - ak.get_ine_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]
2025-09-23 18:26:51,511 - 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]
2025-09-23 18:26:51,822 - future_1d - INFO - ak.get_cffex_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]
2025-09-23 18:26:52,500 - future_1d - INFO - ak.get_dce_daily('2025-09-23') done
2025-09-23 18:26:54,266 - future_1d - INFO - save future_daily 2025-09-23 completed