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2025-10-22 16:25:29 Wed START TASK.01 future_1d future_daily
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2025-10-22 16:25:31,871 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 PS2510 20251014 0.0 ... 49980.0 48935.0 PS
1 PS2511 20251014 48695.0 ... 49205.0 48745.0 PS
2 PS2512 20251014 51205.0 ... 51630.0 51255.0 PS
3 PS2601 20251014 51000.0 ... 51570.0 51225.0 PS
4 PS2602 20251014 51015.0 ... 51585.0 50965.0 PS
5 PS2603 20251014 50795.0 ... 51545.0 51050.0 PS
6 PS2604 20251014 50610.0 ... 51450.0 50915.0 PS
7 PS2605 20251014 50800.0 ... 51340.0 50960.0 PS
8 PS2606 20251014 52750.0 ... 53195.0 53035.0 PS
9 PS2607 20251014 52870.0 ... 53105.0 52870.0 PS
10 PS2608 20251014 52200.0 ... 52925.0 52975.0 PS
11 PS2609 20251014 52075.0 ... 52655.0 52870.0 PS
13 SI2510 20251014 8695.0 ... 8555.0 8695.0 SI
14 SI2511 20251014 8715.0 ... 8580.0 8710.0 SI
15 SI2512 20251014 9120.0 ... 8970.0 9075.0 SI
16 SI2601 20251014 9060.0 ... 8905.0 9025.0 SI
17 SI2602 20251014 9065.0 ... 8915.0 9025.0 SI
18 SI2603 20251014 9030.0 ... 8980.0 9030.0 SI
19 SI2604 20251014 9030.0 ... 8900.0 9050.0 SI
20 SI2605 20251014 9075.0 ... 8925.0 9055.0 SI
21 SI2606 20251014 9050.0 ... 8930.0 9040.0 SI
22 SI2607 20251014 9035.0 ... 8940.0 9085.0 SI
23 SI2608 20251014 9080.0 ... 8960.0 9095.0 SI
24 SI2609 20251014 9030.0 ... 8980.0 9095.0 SI
27 LC2510 20251014 72040.0 ... 72720.0 72040.0 LC
28 LC2511 20251014 72600.0 ... 73160.0 72320.0 LC
29 LC2512 20251014 72240.0 ... 73220.0 72520.0 LC
30 LC2601 20251014 72600.0 ... 73160.0 72520.0 LC
31 LC2602 20251014 72200.0 ... 72960.0 72440.0 LC
32 LC2603 20251014 72260.0 ... 73080.0 72460.0 LC
33 LC2604 20251014 72960.0 ... 73680.0 72880.0 LC
34 LC2605 20251014 72800.0 ... 73660.0 72960.0 LC
35 LC2606 20251014 72920.0 ... 73600.0 72920.0 LC
36 LC2607 20251014 72980.0 ... 73560.0 72900.0 LC
37 LC2608 20251014 73640.0 ... 73720.0 73020.0 LC
38 LC2609 20251014 73780.0 ... 73800.0 73080.0 LC
[36 rows x 12 columns]
2025-10-22 16:25:32,238 - future_1d - INFO - ak.get_gfex_daily('2025-10-14') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251014 ... 85820 84900 CU
1 1 CU2511 20251014 ... 85710 84810 CU
2 2 CU2512 20251014 ... 85690 84890 CU
3 3 CU2601 20251014 ... 85610 84840 CU
4 4 CU2602 20251014 ... 85570 84840 CU
5 5 CU2603 20251014 ... 85750 85000 CU
6 6 CU2604 20251014 ... 85680 85080 CU
7 7 CU2605 20251014 ... 85680 85420 CU
8 8 CU2606 20251014 ... 85390 84990 CU
9 9 CU2607 20251014 ... 84950 85020 CU
10 10 CU2608 20251014 ... 85220 85030 CU
11 11 CU2609 20251014 ... 85270 84920 CU
12 12 BC2510 20251014 ... 75040 75030 BC
13 13 BC2511 20251014 ... 76190 75420 BC
14 14 BC2512 20251014 ... 76240 75700 BC
15 15 BC2601 20251014 ... 76860 75730 BC
16 16 BC2602 20251014 ... 75800 76660 BC
17 17 BC2603 20251014 ... 75800 76740 BC
18 18 BC2604 20251014 ... 76520 76740 BC
19 19 BC2605 20251014 ... 75900 75900 BC
20 20 BC2606 20251014 ... 75880 75880 BC
21 21 BC2607 20251014 ... 76570 76850 BC
22 22 BC2608 20251014 ... 75800 75800 BC
23 23 BC2609 20251014 ... 76130 76130 BC
24 24 AL2510 20251014 ... 20905 20855 AL
25 25 AL2511 20251014 ... 20930 20860 AL
26 26 AL2512 20251014 ... 20945 20870 AL
27 27 AL2601 20251014 ... 20950 20865 AL
28 28 AL2602 20251014 ... 20945 20875 AL
29 29 AL2603 20251014 ... 20945 20900 AL
30 30 AL2604 20251014 ... 20980 20910 AL
31 31 AL2605 20251014 ... 20995 20920 AL
32 32 AL2606 20251014 ... 20995 20935 AL
33 33 AL2607 20251014 ... 21015 20945 AL
34 34 AL2608 20251014 ... 21010 20905 AL
35 35 AL2609 20251014 ... 20995 20970 AL
36 36 ZN2510 20251014 ... 22205 22220 ZN
37 37 ZN2511 20251014 ... 22275 22285 ZN
38 38 ZN2512 20251014 ... 22310 22310 ZN
39 39 ZN2601 20251014 ... 22340 22335 ZN
40 40 ZN2602 20251014 ... 22370 22350 ZN
41 41 ZN2603 20251014 ... 22395 22370 ZN
42 42 ZN2604 20251014 ... 22415 22390 ZN
43 43 ZN2605 20251014 ... 22435 22430 ZN
44 44 ZN2606 20251014 ... 22475 22420 ZN
45 45 ZN2607 20251014 ... 22470 22435 ZN
46 46 ZN2608 20251014 ... 22475 22460 ZN
47 47 ZN2609 20251014 ... 22535 22490 ZN
48 48 PB2510 20251014 ... 17045 17110 PB
49 49 PB2511 20251014 ... 17085 17155 PB
50 50 PB2512 20251014 ... 17095 17160 PB
51 51 PB2601 20251014 ... 17090 17145 PB
52 52 PB2602 20251014 ... 17115 17150 PB
53 53 PB2603 20251014 ... 17105 17170 PB
54 54 PB2604 20251014 ... 17115 17300 PB
55 55 PB2605 20251014 ... 17125 17190 PB
56 56 PB2606 20251014 ... 17145 17200 PB
57 57 PB2607 20251014 ... 17160 17175 PB
58 58 PB2608 20251014 ... 17170 17195 PB
59 59 PB2609 20251014 ... 17225 17235 PB
60 60 NI2510 20251014 ... 120560 121270 NI
61 61 NI2511 20251014 ... 121080 121650 NI
62 62 NI2512 20251014 ... 121210 121790 NI
63 63 NI2601 20251014 ... 121470 122050 NI
64 64 NI2602 20251014 ... 121680 122160 NI
65 65 NI2603 20251014 ... 122000 122400 NI
66 66 NI2604 20251014 ... 122110 122570 NI
67 67 NI2605 20251014 ... 122240 122990 NI
68 68 NI2606 20251014 ... 122600 123150 NI
69 69 NI2607 20251014 ... 122680 123230 NI
70 70 NI2608 20251014 ... 123140 123580 NI
71 71 NI2609 20251014 ... 123520 123920 NI
72 72 SN2510 20251014 ... 281340 282760 SN
73 73 SN2511 20251014 ... 282140 283550 SN
74 74 SN2512 20251014 ... 282320 283610 SN
75 75 SN2601 20251014 ... 282460 283460 SN
76 76 SN2602 20251014 ... 282390 283290 SN
77 77 SN2603 20251014 ... 282460 283900 SN
78 78 SN2604 20251014 ... 282290 283870 SN
79 79 SN2605 20251014 ... 282370 283660 SN
80 80 SN2606 20251014 ... 282730 282530 SN
81 81 SN2607 20251014 ... 282610 283050 SN
82 82 SN2608 20251014 ... 283550 283690 SN
83 83 SN2609 20251014 ... 282990 284540 SN
84 84 AO2510 20251014 ... 2775 2782 AO
85 85 AO2511 20251014 ... 2783 2798 AO
86 86 AO2512 20251014 ... 2797 2816 AO
87 87 AO2601 20251014 ... 2807 2825 AO
88 88 AO2602 20251014 ... 2826 2842 AO
89 89 AO2603 20251014 ... 2897 2913 AO
90 90 AO2604 20251014 ... 2910 2925 AO
91 91 AO2605 20251014 ... 2918 2933 AO
92 92 AO2606 20251014 ... 2928 2941 AO
93 93 AO2607 20251014 ... 2937 2952 AO
94 94 AO2608 20251014 ... 2949 2969 AO
95 95 AO2609 20251014 ... 2967 2986 AO
96 96 AD2511 20251014 ... 20380 20360 AD
97 97 AD2512 20251014 ... 20440 20385 AD
98 98 AD2601 20251014 ... 20490 20455 AD
99 99 AD2602 20251014 ... 20485 20475 AD
100 100 AD2603 20251014 ... 20440 20515 AD
101 101 AD2604 20251014 ... 20420 20535 AD
102 102 AD2605 20251014 ... 20370 20445 AD
103 103 AD2606 20251014 ... 20420 20415 AD
104 104 AD2607 20251014 ... 20340 20510 AD
105 105 AD2608 20251014 ... 20495 20495 AD
106 106 AD2609 20251014 ... 20410 20410 AD
107 107 AU2510 20251014 ... 942.4 917.92 AU
108 108 AU2511 20251014 ... 939.32 912.52 AU
109 109 AU2512 20251014 ... 940.64 914.3 AU
110 110 AU2602 20251014 ... 943.96 917.5 AU
111 111 AU2604 20251014 ... 946.46 920.14 AU
112 112 AU2606 20251014 ... 947.86 923.4 AU
113 113 AU2608 20251014 ... 952.96 928.54 AU
114 114 AU2610 20251014 ... 952.34 931.62 AU
115 115 AG2510 20251014 ... 11714 11261 AG
116 116 AG2511 20251014 ... 11696 11233 AG
117 117 AG2512 20251014 ... 11697 11236 AG
118 118 AG2601 20251014 ... 11724 11240 AG
119 119 AG2602 20251014 ... 11734 11266 AG
120 120 AG2603 20251014 ... 11775 11298 AG
121 121 AG2604 20251014 ... 11788 11311 AG
122 122 AG2605 20251014 ... 11796 11296 AG
123 123 AG2606 20251014 ... 11791 11320 AG
124 124 AG2607 20251014 ... 11829 11321 AG
125 125 AG2608 20251014 ... 11813 11303 AG
126 126 AG2609 20251014 ... 11799 11362 AG
127 127 RB2510 20251014 ... 2975 2998 RB
128 128 RB2511 20251014 ... 2997 3021 RB
129 129 RB2512 20251014 ... 3043 3068 RB
130 130 RB2601 20251014 ... 3060 3086 RB
131 131 RB2602 20251014 ... 3067 3091 RB
132 132 RB2603 20251014 ... 3087 3112 RB
133 133 RB2604 20251014 ... 3102 3133 RB
134 134 RB2605 20251014 ... 3116 3140 RB
135 135 RB2606 20251014 ... 3130 3151 RB
136 136 RB2607 20251014 ... 3139 3166 RB
137 137 RB2608 20251014 ... 3151 3176 RB
138 138 RB2609 20251014 ... 3161 3178 RB
139 139 WR2510 20251014 ... 3069 3069 WR
140 140 WR2511 20251014 ... 3270 3270 WR
141 141 WR2512 20251014 ... 3309 3309 WR
142 142 WR2601 20251014 ... 3329 3351 WR
143 143 WR2602 20251014 ... 3370 3384 WR
144 144 WR2603 20251014 ... 3361 3361 WR
145 145 WR2604 20251014 ... 3369 3369 WR
146 146 WR2605 20251014 ... 3364 3353 WR
147 147 WR2606 20251014 ... 3360 3360 WR
148 148 WR2607 20251014 ... 3390 3390 WR
149 149 WR2608 20251014 ... 3431 3431 WR
150 150 WR2609 20251014 ... 3430 3430 WR
151 151 HC2510 20251014 ... 3442 3417 HC
152 152 HC2511 20251014 ... 3282 3304 HC
153 153 HC2512 20251014 ... 3262 3285 HC
154 154 HC2601 20251014 ... 3240 3264 HC
155 155 HC2602 20251014 ... 3240 3281 HC
156 156 HC2603 20251014 ... 3243 3274 HC
157 157 HC2604 20251014 ... 3241 3278 HC
158 158 HC2605 20251014 ... 3251 3274 HC
159 159 HC2606 20251014 ... 3245 3277 HC
160 160 HC2607 20251014 ... 3273 3278 HC
161 161 HC2608 20251014 ... 3277 3295 HC
162 162 HC2609 20251014 ... 3270 3293 HC
163 163 SS2510 20251014 ... 12315 12535 SS
164 164 SS2511 20251014 ... 12565 12675 SS
165 165 SS2512 20251014 ... 12590 12685 SS
166 166 SS2601 20251014 ... 12680 12775 SS
167 167 SS2602 20251014 ... 12745 12820 SS
168 168 SS2603 20251014 ... 12815 12895 SS
169 169 SS2604 20251014 ... 12885 12980 SS
170 170 SS2605 20251014 ... 12945 13035 SS
171 171 SS2606 20251014 ... 13025 13120 SS
172 172 SS2607 20251014 ... 13100 13170 SS
173 173 SS2608 20251014 ... 13125 13220 SS
174 174 SS2609 20251014 ... 13230 13295 SS
175 175 SC2511 20251014 ... 451.8 451.5 SC
176 176 SC2512 20251014 ... 452.5 453.7 SC
177 177 SC2601 20251014 ... 452.5 454.1 SC
178 178 SC2602 20251014 ... 453 453.8 SC
179 179 SC2603 20251014 ... 452.7 454.8 SC
180 180 SC2604 20251014 ... 453.6 455.4 SC
181 181 SC2605 20251014 ... 454.5 455.9 SC
182 182 SC2606 20251014 ... 455.6 453.1 SC
183 183 SC2607 20251014 ... 454.8 454.9 SC
184 184 SC2608 20251014 ... 455.3 454.1 SC
185 185 SC2609 20251014 ... 454.6 454 SC
186 186 SC2610 20251014 ... 449.7 449.7 SC
187 187 SC2612 20251014 ... 452.6 452.6 SC
188 188 SC2703 20251014 ... 451.6 451.6 SC
189 189 SC2706 20251014 ... 453.6 450.1 SC
190 190 SC2709 20251014 ... 450.6 450.6 SC
191 191 SC2712 20251014 ... 455 451 SC
192 192 SC2803 20251014 ... 449 449 SC
193 193 SC2806 20251014 ... 451.7 449.9 SC
194 194 SC2809 20251014 ... 452.9 451.2 SC
195 195 LU2511 20251014 ... 3204 3220 LU
196 196 LU2512 20251014 ... 3216 3240 LU
197 197 LU2601 20251014 ... 3210 3232 LU
198 198 LU2602 20251014 ... 3205 3229 LU
199 199 LU2603 20251014 ... 3206 3232 LU
200 200 LU2604 20251014 ... 3192 3247 LU
201 201 LU2605 20251014 ... 3200 3222 LU
202 202 LU2606 20251014 ... 3177 3210 LU
203 203 LU2607 20251014 ... 3206 3208 LU
204 204 LU2608 20251014 ... 3205 3205 LU
205 205 LU2609 20251014 ... 3188 3208 LU
206 206 LU2610 20251014 ... 3187 3209 LU
207 207 FU2511 20251014 ... 2763 2794 FU
208 208 FU2512 20251014 ... 2733 2750 FU
209 209 FU2601 20251014 ... 2714 2730 FU
210 210 FU2602 20251014 ... 2697 2712 FU
211 211 FU2603 20251014 ... 2693 2704 FU
212 212 FU2604 20251014 ... 2690 2702 FU
213 213 FU2605 20251014 ... 2680 2694 FU
214 214 FU2606 20251014 ... 2670 2688 FU
215 215 FU2607 20251014 ... 2659 2675 FU
216 216 FU2608 20251014 ... 2634 2651 FU
217 217 FU2609 20251014 ... 2628 2645 FU
218 218 FU2610 20251014 ... 2615 2628 FU
219 219 BU2510 20251014 ... 3470 3448 BU
220 220 BU2511 20251014 ... 3286 3310 BU
221 221 BU2512 20251014 ... 3208 3240 BU
222 222 BU2601 20251014 ... 3166 3201 BU
223 223 BU2602 20251014 ... 3172 3207 BU
224 224 BU2603 20251014 ... 3193 3220 BU
225 225 BU2604 20251014 ... 3191 3215 BU
226 226 BU2605 20251014 ... 3206 3217 BU
227 227 BU2606 20251014 ... 3207 3236 BU
228 228 BU2607 20251014 ... 3222 3230 BU
229 229 BU2608 20251014 ... 3197 3216 BU
230 230 BU2609 20251014 ... 3207 3221 BU
231 231 BU2612 20251014 ... 3155 3170 BU
232 232 BU2703 20251014 ... 3172 3178 BU
233 233 BU2706 20251014 ... 3175 3184 BU
234 234 BU2709 20251014 ... 3198 3195 BU
235 235 BR2510 20251014 ... 10670 10905 BR
236 236 BR2511 20251014 ... 10825 10935 BR
237 237 BR2512 20251014 ... 10790 10900 BR
238 238 BR2601 20251014 ... 10790 10905 BR
239 239 BR2602 20251014 ... 10780 10895 BR
240 240 BR2603 20251014 ... 10770 10895 BR
241 241 BR2604 20251014 ... 10795 10935 BR
242 242 BR2605 20251014 ... 10805 10940 BR
243 243 BR2606 20251014 ... 10810 10985 BR
244 244 BR2607 20251014 ... 11035 11140 BR
245 245 BR2608 20251014 ... 11040 11070 BR
246 246 BR2609 20251014 ... 11080 11185 BR
247 247 RU2510 20251014 ... 14165 14165 RU
248 248 RU2511 20251014 ... 14060 14195 RU
249 249 RU2601 20251014 ... 14855 14990 RU
250 250 RU2603 20251014 ... 14815 14945 RU
251 251 RU2604 20251014 ... 14855 14960 RU
252 252 RU2605 20251014 ... 14845 14975 RU
253 253 RU2606 20251014 ... 14850 14930 RU
254 254 RU2607 20251014 ... 14900 14930 RU
255 255 RU2608 20251014 ... 14925 15000 RU
256 256 RU2609 20251014 ... 14880 15005 RU
257 257 NR2510 20251014 ... 11925 11960 NR
258 258 NR2511 20251014 ... 11990 12085 NR
259 259 NR2512 20251014 ... 11985 12080 NR
260 260 NR2601 20251014 ... 11995 12100 NR
261 261 NR2602 20251014 ... 11995 12035 NR
262 262 NR2603 20251014 ... 12020 12085 NR
263 263 NR2604 20251014 ... 12000 12090 NR
264 264 NR2605 20251014 ... 12020 12095 NR
265 265 NR2606 20251014 ... 12040 12095 NR
266 266 NR2607 20251014 ... 12115 12115 NR
267 267 NR2608 20251014 ... 12145 12205 NR
268 268 NR2609 20251014 ... 12250 12250 NR
269 269 SP2510 20251014 ... 4812 4772 SP
270 270 SP2511 20251014 ... 4840 4798 SP
271 271 SP2512 20251014 ... 4864 4828 SP
272 272 SP2601 20251014 ... 5160 5098 SP
273 273 SP2602 20251014 ... 5170 5120 SP
274 274 SP2603 20251014 ... 5194 5132 SP
275 275 SP2604 20251014 ... 5206 5132 SP
276 276 SP2605 20251014 ... 5226 5170 SP
277 277 SP2606 20251014 ... 5234 5232 SP
278 278 SP2607 20251014 ... 5234 5158 SP
279 279 SP2608 20251014 ... 5240 5164 SP
280 280 SP2609 20251014 ... 5238 5200 SP
281 281 OP2601 20251014 ... 4208 4216 OP
282 282 OP2602 20251014 ... 4224 4226 OP
283 283 OP2603 20251014 ... 4218 4228 OP
284 284 OP2604 20251014 ... 4240 4258 OP
285 285 OP2605 20251014 ... 4232 4242 OP
286 286 OP2606 20251014 ... 4202 4202 OP
287 287 OP2607 20251014 ... 4242 4242 OP
288 288 OP2608 20251014 ... 4274 4274 OP
289 289 OP2609 20251014 ... 4220 4186 OP
290 290 EC2510 20251014 ... 1134.4 1133.1 EC
291 291 EC2512 20251014 ... 1639 1559.4 EC
292 292 EC2602 20251014 ... 1416.6 1358 EC
293 293 EC2604 20251014 ... 1112.5 1090.9 EC
294 294 EC2606 20251014 ... 1286.2 1254.5 EC
295 295 EC2608 20251014 ... 1424.4 1388.7 EC
296 298 SC_TAS2511 20251014 ... SC_TAS
297 299 SC_TAS2512 20251014 ... SC_TAS
298 300 SC_TAS2601 20251014 ... SC_TAS
299 301 SC_TAS2602 20251014 ... SC_TAS
[300 rows x 13 columns]
2025-10-22 16:25:32,339 - future_1d - INFO - ak.get_shfe_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 IC2510 20251014 7410.000 ... 7159.800 7342.600 IC
1 IC2511 20251014 7331.400 ... 7072.000 7267.400 IC
2 IC2512 20251014 7252.000 ... 7018.600 7221.400 IC
3 IC2603 20251014 7110.000 ... 6857.000 7055.200 IC
4 IF2510 20251014 4603.000 ... 4531.000 4580.400 IF
5 IF2511 20251014 4600.000 ... 4513.400 4569.800 IF
6 IF2512 20251014 4588.600 ... 4499.200 4559.400 IF
7 IF2603 20251014 4570.000 ... 4477.200 4539.400 IF
8 IH2510 20251014 2979.000 ... 2958.400 2964.200 IH
9 IH2511 20251014 2985.000 ... 2952.200 2961.000 IH
10 IH2512 20251014 2972.200 ... 2953.000 2961.200 IH
11 IH2603 20251014 2980.000 ... 2953.800 2962.000 IH
12 IM2510 20251014 7506.000 ... 7338.200 7473.000 IM
13 IM2511 20251014 7436.600 ... 7234.400 7381.400 IM
14 IM2512 20251014 7360.000 ... 7148.600 7303.800 IM
15 IM2603 20251014 7120.000 ... 6926.000 7076.600 IM
16 T2512 20251014 107.975 ... 108.190 108.050 T
17 T2603 20251014 107.630 ... 107.880 107.720 T
18 T2606 20251014 107.505 ... 107.795 107.625 T
19 TF2512 20251014 105.630 ... 105.765 105.665 TF
20 TF2603 20251014 105.525 ... 105.650 105.560 TF
21 TF2606 20251014 105.555 ... 105.650 105.570 TF
22 TL2512 20251014 114.050 ... 114.740 114.370 TL
23 TL2603 20251014 113.700 ... 114.420 114.030 TL
24 TL2606 20251014 113.600 ... 114.360 113.990 TL
25 TS2512 20251014 102.354 ... 102.386 102.366 TS
26 TS2603 20251014 102.260 ... 102.292 102.270 TS
27 TS2606 20251014 102.298 ... 102.334 102.332 TS
[28 rows x 12 columns]
2025-10-22 16:25:32,528 - future_1d - INFO - ak.get_cffex_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251014 451.1 455.2 ... 3443966.95 451.8 451.5 SC
1 SC2512 20251014 451.7 456.1 ... 1971504.29 452.5 453.7 SC
2 SC2601 20251014 452.6 456.1 ... 458112.6 452.5 454.1 SC
3 SC2602 20251014 453.8 456.3 ... 117972.08 453 453.8 SC
4 SC2603 20251014 453.2 456.7 ... 12451.61 452.7 454.8 SC
5 SC2604 20251014 453.1 456.8 ... 3357.22 453.6 455.4 SC
6 SC2605 20251014 454.2 457.2 ... 1681.87 454.5 455.9 SC
7 SC2606 20251014 453.8 457.6 ... 28932.84 455.6 453.1 SC
8 SC2607 20251014 456 456.9 ... 500.28 454.8 454.9 SC
9 SC2608 20251014 453.8 457.4 ... 318.73 455.3 454.1 SC
10 SC2609 20251014 457 457 ... 454.67 454.6 454 SC
11 SC2610 20251014 ... 0 449.7 449.7 SC
12 SC2612 20251014 ... 0 452.6 452.6 SC
13 SC2703 20251014 ... 0 451.6 451.6 SC
14 SC2706 20251014 453.6 453.6 ... 45.36 453.6 450.1 SC
15 SC2709 20251014 ... 0 450.6 450.6 SC
16 SC2712 20251014 457.9 457.9 ... 91.01 455 451 SC
17 SC2803 20251014 ... 0 449 449 SC
18 SC2806 20251014 451.9 452 ... 225.89 451.7 449.9 SC
19 SC2809 20251014 454.3 454.4 ... 271.79 452.9 451.2 SC
21 LU2511 20251014 3202 3224 ... 24280.1 3204 3220 LU
22 LU2512 20251014 3215 3236 ... 245899.633 3216 3240 LU
23 LU2601 20251014 3206 3230 ... 124896.377 3210 3232 LU
24 LU2602 20251014 3209 3224 ... 6668.175 3205 3229 LU
25 LU2603 20251014 3210 3222 ... 2921.346 3206 3232 LU
26 LU2604 20251014 3188 3197 ... 15.964 3192 3247 LU
27 LU2605 20251014 3212 3212 ... 25.602 3200 3222 LU
28 LU2606 20251014 3189 3194 ... 60.369 3177 3210 LU
29 LU2607 20251014 3211 3211 ... 141.077 3206 3208 LU
30 LU2608 20251014 3213 3213 ... 153.883 3205 3205 LU
31 LU2609 20251014 3201 3204 ... 331.634 3188 3208 LU
32 LU2610 20251014 3187 3187 ... 3.187 3187 3209 LU
34 NR2510 20251014 11930 11940 ... 1550.8 11925 11960 NR
35 NR2511 20251014 12080 12085 ... 461017.135 11990 12085 NR
36 NR2512 20251014 12095 12095 ... 434734.275 11985 12080 NR
37 NR2601 20251014 12100 12115 ... 138884.58 11995 12100 NR
38 NR2602 20251014 12050 12060 ... 13100.385 11995 12035 NR
39 NR2603 20251014 12045 12050 ... 3595.09 12020 12085 NR
40 NR2604 20251014 12060 12060 ... 3120.5 12000 12090 NR
41 NR2605 20251014 12070 12095 ... 456.89 12020 12095 NR
42 NR2606 20251014 12060 12060 ... 24.08 12040 12095 NR
43 NR2607 20251014 ... 0 12115 12115 NR
44 NR2608 20251014 12145 12145 ... 12.145 12145 12205 NR
45 NR2609 20251014 ... 0 12250 12250 NR
47 BC2510 20251014 75040 75040 ... 1125.6 75040 75030 BC
48 BC2511 20251014 76080 77210 ... 782156.205 76190 75420 BC
49 BC2512 20251014 76130 77210 ... 94503.635 76240 75700 BC
50 BC2601 20251014 76860 76860 ... 38.43 76860 75730 BC
51 BC2602 20251014 ... 0 75800 76660 BC
52 BC2603 20251014 76820 76820 ... 75.8 75800 76740 BC
53 BC2604 20251014 ... 0 76520 76740 BC
54 BC2605 20251014 ... 0 75900 75900 BC
55 BC2606 20251014 ... 0 75880 75880 BC
56 BC2607 20251014 ... 0 76570 76850 BC
57 BC2608 20251014 ... 0 75800 75800 BC
58 BC2609 20251014 ... 0 76130 76130 BC
60 EC2510 20251014 1135 1141 ... 27776.0825 1134.4 1133.1 EC
61 EC2512 20251014 1558 1712 ... 382788.063 1639 1559.4 EC
62 EC2602 20251014 1360 1497.2 ... 72949.841 1416.6 1358 EC
63 EC2604 20251014 1085 1164 ... 38989.607 1112.5 1090.9 EC
64 EC2606 20251014 1266.8 1330.1 ... 4019.408 1286.2 1254.5 EC
65 EC2608 20251014 1389.2 1469.4 ... 2172.2325 1424.4 1388.7 EC
69 SC_TAS2511 20251014 ... SC_TAS
70 SC_TAS2512 20251014 ... SC_TAS
71 SC_TAS2601 20251014 ... SC_TAS
72 SC_TAS2602 20251014 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 16:25:32,592 - future_1d - INFO - ak.get_ine_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251014 9150.0 9980.0 ... 332.10 9225.0 9170.0 AP
1 AP511 20251014 8700.0 8747.0 ... 10991.58 8675.0 8697.0 AP
2 AP512 20251014 8676.0 8694.0 ... 3715.81 8641.0 8644.0 AP
3 AP601 20251014 8640.0 8705.0 ... 632953.82 8660.0 8665.0 AP
4 AP603 20251014 8578.0 8601.0 ... 1662.46 8569.0 8556.0 AP
5 AP604 20251014 8586.0 8622.0 ... 945.21 8593.0 8586.0 AP
6 AP605 20251014 8612.0 8698.0 ... 37848.44 8657.0 8651.0 AP
7 CF511 20251014 13350.0 13365.0 ... 77321.90 13310.0 13330.0 CF
8 CF601 20251014 13315.0 13315.0 ... 1219748.31 13255.0 13285.0 CF
9 CF603 20251014 13320.0 13340.0 ... 133064.14 13270.0 13300.0 CF
10 CF605 20251014 13360.0 13370.0 ... 277016.43 13315.0 13325.0 CF
11 CF607 20251014 13355.0 13360.0 ... 899.95 13335.0 13340.0 CF
12 CF609 20251014 13525.0 13530.0 ... 3001.69 13490.0 13510.0 CF
13 CJ512 20251014 11030.0 11085.0 ... 7333.84 10980.0 11065.0 CJ
14 CJ601 20251014 11150.0 11185.0 ... 756986.99 11100.0 11150.0 CJ
15 CJ603 20251014 11080.0 11135.0 ... 9401.39 11060.0 11100.0 CJ
16 CJ605 20251014 11230.0 11270.0 ... 113635.99 11185.0 11220.0 CJ
17 CJ607 20251014 11275.0 11340.0 ... 1419.14 11265.0 11290.0 CJ
18 CJ609 20251014 11405.0 11460.0 ... 1594.31 11390.0 11405.0 CJ
19 CY510 20251014 0.0 0.0 ... 0.00 19410.0 19455.0 CY
20 CY511 20251014 19680.0 19720.0 ... 3687.06 19665.0 19720.0 CY
21 CY512 20251014 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251014 19395.0 19395.0 ... 103148.13 19310.0 19355.0 CY
23 CY602 20251014 0.0 0.0 ... 0.00 19455.0 19595.0 CY
24 CY603 20251014 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251014 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251014 0.0 0.0 ... 0.00 19795.0 19845.0 CY
29 CY608 20251014 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251014 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251014 1024.0 1024.0 ... 2.05 1024.0 1086.0 FG
32 FG511 20251014 1079.0 1079.0 ... 84038.06 1051.0 1085.0 FG
33 FG512 20251014 1186.0 1188.0 ... 79998.03 1155.0 1186.0 FG
34 FG601 20251014 1180.0 1180.0 ... 4594440.33 1149.0 1178.0 FG
35 FG602 20251014 1251.0 1251.0 ... 41054.25 1210.0 1240.0 FG
36 FG603 20251014 1255.0 1255.0 ... 75206.53 1214.0 1244.0 FG
37 FG604 20251014 1292.0 1316.0 ... 1161.13 1284.0 1312.0 FG
38 FG605 20251014 1312.0 1314.0 ... 198953.56 1283.0 1310.0 FG
39 FG606 20251014 1346.0 1348.0 ... 1538.46 1322.0 1344.0 FG
40 FG607 20251014 1339.0 1344.0 ... 2753.79 1311.0 1338.0 FG
41 FG608 20251014 1389.0 1391.0 ... 2498.67 1367.0 1389.0 FG
42 FG609 20251014 1391.0 1394.0 ... 10955.76 1366.0 1390.0 FG
43 JR511 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251014 2260.0 2260.0 ... 363.72 2245.0 2216.0 MA
52 MA511 20251014 2306.0 2316.0 ... 46598.57 2275.0 2288.0 MA
53 MA512 20251014 2327.0 2332.0 ... 112225.14 2276.0 2319.0 MA
54 MA601 20251014 2345.0 2345.0 ... 2842382.13 2297.0 2335.0 MA
55 MA602 20251014 2365.0 2365.0 ... 68774.50 2318.0 2364.0 MA
56 MA603 20251014 2375.0 2378.0 ... 148506.72 2325.0 2380.0 MA
57 MA604 20251014 2361.0 2365.0 ... 156.68 2338.0 2381.0 MA
58 MA605 20251014 2354.0 2356.0 ... 384339.96 2319.0 2361.0 MA
59 MA606 20251014 2363.0 2363.0 ... 60.56 2329.0 2368.0 MA
60 MA607 20251014 2330.0 2330.0 ... 253.81 2287.0 2347.0 MA
61 MA608 20251014 2316.0 2318.0 ... 48.09 2290.0 2338.0 MA
62 MA609 20251014 2317.0 2317.0 ... 5833.98 2277.0 2319.0 MA
63 OI511 20251014 10165.0 10186.0 ... 91439.15 10140.0 10149.0 OI
64 OI601 20251014 10012.0 10030.0 ... 2220839.75 9983.0 9987.0 OI
65 OI603 20251014 9846.0 9851.0 ... 242647.09 9764.0 9818.0 OI
66 OI605 20251014 9572.0 9594.0 ... 210805.72 9498.0 9549.0 OI
67 OI607 20251014 9526.0 9526.0 ... 1386.72 9433.0 9489.0 OI
68 OI609 20251014 9439.0 9456.0 ... 929.00 9384.0 9437.0 OI
69 PF510 20251014 6136.0 6136.0 ... 143.72 6116.0 6160.0 PF
70 PF511 20251014 6160.0 6180.0 ... 167643.67 6126.0 6184.0 PF
71 PF512 20251014 6120.0 6134.0 ... 839258.23 6076.0 6136.0 PF
72 PF601 20251014 6176.0 6176.0 ... 138491.86 6110.0 6180.0 PF
73 PF602 20251014 6128.0 6132.0 ... 385324.06 6086.0 6146.0 PF
74 PF603 20251014 6116.0 6116.0 ... 101201.48 6076.0 6126.0 PF
75 PF604 20251014 6182.0 6182.0 ... 107.57 6148.0 6208.0 PF
76 PF605 20251014 6172.0 6178.0 ... 289.00 6150.0 6208.0 PF
77 PF606 20251014 6154.0 6154.0 ... 15.34 6138.0 6214.0 PF
78 PF607 20251014 6178.0 6206.0 ... 21.62 6178.0 6238.0 PF
79 PF608 20251014 6192.0 6214.0 ... 6.20 6204.0 6268.0 PF
80 PF609 20251014 6204.0 6220.0 ... 24.81 6204.0 6274.0 PF
81 PK510 20251014 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251014 7912.0 7934.0 ... 297014.58 7872.0 7866.0 PK
83 PK512 20251014 7944.0 8008.0 ... 371955.80 7924.0 7874.0 PK
84 PK601 20251014 8010.0 8090.0 ... 674432.00 8016.0 7934.0 PK
85 PK603 20251014 8080.0 8152.0 ... 336570.97 8034.0 7994.0 PK
86 PK604 20251014 8090.0 8150.0 ... 3289.93 8044.0 8018.0 PK
87 PK605 20251014 8108.0 8184.0 ... 57742.42 8070.0 8044.0 PK
88 PL601 20251014 6188.0 6188.0 ... 98894.35 6109.0 6190.0 PL
89 PL602 20251014 6167.0 6195.0 ... 27545.22 6151.0 6228.0 PL
90 PL603 20251014 6169.0 6191.0 ... 33307.96 6152.0 6221.0 PL
91 PL604 20251014 0.0 0.0 ... 0.00 6132.0 6239.0 PL
92 PL605 20251014 6156.0 6156.0 ... 195.81 6119.0 6197.0 PL
93 PL606 20251014 6153.0 6160.0 ... 36.85 6142.0 6183.0 PL
94 PL607 20251014 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251014 0.0 0.0 ... 0.00 6280.0 6415.0 PL
96 PL609 20251014 0.0 0.0 ... 0.00 6239.0 6331.0 PL
97 PM511 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251014 5678.0 5680.0 ... 476.99 5678.0 5710.0 PR
104 PR511 20251014 5650.0 5656.0 ... 32272.78 5612.0 5674.0 PR
105 PR512 20251014 5646.0 5650.0 ... 247538.80 5600.0 5650.0 PR
106 PR601 20251014 5618.0 5622.0 ... 226644.97 5572.0 5628.0 PR
107 PR602 20251014 5662.0 5662.0 ... 61520.77 5608.0 5666.0 PR
108 PR603 20251014 5656.0 5674.0 ... 320.84 5630.0 5682.0 PR
109 PR604 20251014 5674.0 5694.0 ... 135.66 5654.0 5706.0 PR
110 PR605 20251014 5696.0 5696.0 ... 76.67 5680.0 5730.0 PR
111 PR606 20251014 5696.0 5696.0 ... 8.54 5696.0 5774.0 PR
112 PR607 20251014 5730.0 5730.0 ... 25.72 5716.0 5756.0 PR
113 PR608 20251014 5716.0 5724.0 ... 25.75 5722.0 5770.0 PR
114 PR609 20251014 5718.0 5718.0 ... 17.15 5718.0 5768.0 PR
115 PX510 20251014 0.0 0.0 ... 6458.00 6332.0 6402.0 PX
116 PX511 20251014 6448.0 6482.0 ... 238441.56 6416.0 6464.0 PX
117 PX512 20251014 6424.0 6452.0 ... 159238.50 6386.0 6444.0 PX
118 PX601 20251014 6412.0 6440.0 ... 519846.55 6370.0 6440.0 PX
119 PX602 20251014 6436.0 6446.0 ... 183048.02 6374.0 6454.0 PX
120 PX603 20251014 6436.0 6438.0 ... 131718.97 6378.0 6450.0 PX
121 PX604 20251014 6470.0 6470.0 ... 25.77 6444.0 6468.0 PX
122 PX605 20251014 6472.0 6472.0 ... 3579.37 6416.0 6472.0 PX
123 PX606 20251014 0.0 0.0 ... 0.00 6400.0 6480.0 PX
124 PX607 20251014 0.0 0.0 ... 0.00 6412.0 6498.0 PX
125 PX608 20251014 0.0 0.0 ... 0.00 6424.0 6506.0 PX
126 PX609 20251014 6462.0 6462.0 ... 16.06 6424.0 6482.0 PX
127 RI511 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251014 2397.0 2440.0 ... 20567.30 2404.0 2414.0 RM
134 RM601 20251014 2390.0 2407.0 ... 650501.43 2369.0 2398.0 RM
135 RM603 20251014 2318.0 2326.0 ... 8717.98 2305.0 2328.0 RM
136 RM605 20251014 2315.0 2318.0 ... 194239.80 2299.0 2323.0 RM
137 RM607 20251014 2306.0 2308.0 ... 17984.60 2294.0 2313.0 RM
138 RM608 20251014 2411.0 2411.0 ... 1155.72 2398.0 2419.0 RM
139 RM609 20251014 2402.0 2405.0 ... 4071.81 2388.0 2408.0 RM
140 RS511 20251014 5430.0 5430.0 ... 199.24 5243.0 5399.0 RS
141 RS607 20251014 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251014 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251014 5468.0 5468.0 ... 10.92 5460.0 5463.0 RS
144 SA510 20251014 1154.0 1154.0 ... 688.07 1147.0 1156.0 SA
145 SA511 20251014 1173.0 1173.0 ... 68184.11 1161.0 1175.0 SA
146 SA512 20251014 1234.0 1236.0 ... 209611.55 1218.0 1233.0 SA
147 SA601 20251014 1247.0 1249.0 ... 2996684.46 1229.0 1243.0 SA
148 SA602 20251014 1282.0 1284.0 ... 93718.97 1266.0 1281.0 SA
149 SA603 20251014 1289.0 1291.0 ... 240648.99 1272.0 1287.0 SA
150 SA604 20251014 1330.0 1330.0 ... 3130.28 1312.0 1331.0 SA
151 SA605 20251014 1341.0 1341.0 ... 162486.80 1317.0 1333.0 SA
152 SA606 20251014 1353.0 1357.0 ... 813.38 1338.0 1354.0 SA
153 SA607 20251014 1357.0 1359.0 ... 2389.82 1349.0 1357.0 SA
154 SA608 20251014 1396.0 1399.0 ... 707.90 1383.0 1397.0 SA
155 SA609 20251014 1404.0 1407.0 ... 6429.53 1388.0 1403.0 SA
156 SF510 20251014 5250.0 5250.0 ... 104.57 5230.0 5248.0 SF
157 SF511 20251014 5402.0 5418.0 ... 249544.20 5378.0 5402.0 SF
158 SF512 20251014 5364.0 5386.0 ... 112568.78 5334.0 5370.0 SF
159 SF601 20251014 5360.0 5374.0 ... 233507.72 5334.0 5362.0 SF
160 SF602 20251014 5304.0 5322.0 ... 54383.32 5276.0 5320.0 SF
161 SF603 20251014 5494.0 5496.0 ... 108589.86 5450.0 5504.0 SF
162 SF604 20251014 5458.0 5458.0 ... 13.59 5436.0 5482.0 SF
163 SF605 20251014 5472.0 5480.0 ... 2195.07 5440.0 5478.0 SF
164 SF606 20251014 5400.0 5416.0 ... 143.13 5402.0 5444.0 SF
165 SF607 20251014 5578.0 5580.0 ... 36.22 5572.0 5614.0 SF
166 SF608 20251014 5574.0 5584.0 ... 13.94 5576.0 5628.0 SF
167 SF609 20251014 5568.0 5568.0 ... 33.33 5556.0 5604.0 SF
168 SH510 20251014 0.0 0.0 ... 0.00 2395.0 2418.0 SH
169 SH511 20251014 2424.0 2425.0 ... 161956.37 2405.0 2408.0 SH
170 SH512 20251014 2479.0 2479.0 ... 195681.95 2446.0 2463.0 SH
171 SH601 20251014 2465.0 2465.0 ... 2397631.54 2429.0 2452.0 SH
172 SH602 20251014 2494.0 2503.0 ... 331200.30 2467.0 2488.0 SH
173 SH603 20251014 2501.0 2515.0 ... 316187.63 2473.0 2497.0 SH
174 SH604 20251014 2550.0 2550.0 ... 1273.74 2527.0 2538.0 SH
175 SH605 20251014 2560.0 2563.0 ... 18318.87 2534.0 2549.0 SH
176 SH606 20251014 2578.0 2581.0 ... 848.15 2570.0 2569.0 SH
177 SH607 20251014 2577.0 2584.0 ... 517.68 2576.0 2568.0 SH
178 SH608 20251014 2590.0 2619.0 ... 436.99 2601.0 2588.0 SH
179 SH609 20251014 2602.0 2608.0 ... 490.91 2597.0 2597.0 SH
180 SM510 20251014 5608.0 5626.0 ... 668.00 5614.0 5628.0 SM
181 SM511 20251014 5732.0 5744.0 ... 25133.11 5720.0 5736.0 SM
182 SM512 20251014 5738.0 5750.0 ... 167605.64 5720.0 5742.0 SM
183 SM601 20251014 5750.0 5754.0 ... 383388.98 5728.0 5746.0 SM
184 SM602 20251014 5748.0 5760.0 ... 42325.65 5734.0 5754.0 SM
185 SM603 20251014 5750.0 5774.0 ... 200233.49 5742.0 5766.0 SM
186 SM604 20251014 0.0 0.0 ... 0.00 5768.0 5768.0 SM
187 SM605 20251014 5778.0 5782.0 ... 21406.93 5758.0 5770.0 SM
188 SM606 20251014 5766.0 5768.0 ... 31.67 5760.0 5784.0 SM
189 SM607 20251014 5780.0 5788.0 ... 17.33 5778.0 5796.0 SM
190 SM608 20251014 5790.0 5800.0 ... 17.37 5792.0 5822.0 SM
191 SM609 20251014 5804.0 5804.0 ... 1330.82 5800.0 5806.0 SM
192 SR511 20251014 5469.0 5469.0 ... 22885.62 5442.0 5515.0 SR
193 SR601 20251014 5430.0 5432.0 ... 1775983.16 5400.0 5474.0 SR
194 SR603 20251014 5420.0 5420.0 ... 199888.73 5384.0 5461.0 SR
195 SR605 20251014 5410.0 5410.0 ... 192474.80 5374.0 5444.0 SR
196 SR607 20251014 5412.0 5417.0 ... 8152.31 5385.0 5446.0 SR
197 SR609 20251014 5424.0 5425.0 ... 8327.11 5393.0 5452.0 SR
198 TA510 20251014 4454.0 4456.0 ... 12681.93 4420.0 4470.0 TA
199 TA511 20251014 4470.0 4486.0 ... 155508.23 4432.0 4486.0 TA
200 TA512 20251014 4472.0 4490.0 ... 250204.77 4454.0 4500.0 TA
201 TA601 20251014 4504.0 4506.0 ... 1536053.60 4464.0 4512.0 TA
202 TA602 20251014 4516.0 4518.0 ... 248809.03 4486.0 4524.0 TA
203 TA603 20251014 4526.0 4528.0 ... 89055.07 4496.0 4536.0 TA
204 TA604 20251014 4536.0 4544.0 ... 33.98 4532.0 4554.0 TA
205 TA605 20251014 4560.0 4562.0 ... 102617.67 4522.0 4560.0 TA
206 TA606 20251014 4510.0 4510.0 ... 2.26 4510.0 4574.0 TA
207 TA607 20251014 4572.0 4572.0 ... 6.83 4550.0 4588.0 TA
208 TA608 20251014 4586.0 4586.0 ... 11.39 4558.0 4598.0 TA
209 TA609 20251014 4590.0 4592.0 ... 2278.42 4552.0 4590.0 TA
210 UR510 20251014 1511.0 1513.0 ... 547.43 1504.0 1505.0 UR
211 UR511 20251014 1582.0 1592.0 ... 19945.01 1578.0 1582.0 UR
212 UR512 20251014 1593.0 1603.0 ... 28663.04 1587.0 1594.0 UR
213 UR601 20251014 1606.0 1616.0 ... 452004.36 1602.0 1605.0 UR
214 UR602 20251014 1613.0 1622.0 ... 20540.45 1607.0 1616.0 UR
215 UR603 20251014 1670.0 1670.0 ... 199.27 1661.0 1665.0 UR
216 UR604 20251014 1675.0 1675.0 ... 6.67 1669.0 1672.0 UR
217 UR605 20251014 1675.0 1683.0 ... 34023.43 1672.0 1673.0 UR
218 UR606 20251014 1687.0 1687.0 ... 204.48 1676.0 1677.0 UR
219 UR607 20251014 1716.0 1716.0 ... 20.52 1710.0 1712.0 UR
220 UR608 20251014 1713.0 1713.0 ... 27.31 1707.0 1709.0 UR
221 UR609 20251014 1711.0 1711.0 ... 456.97 1705.0 1707.0 UR
222 WH511 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 16:25:32,919 - future_1d - INFO - ak.get_czce_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 a2511 20251014 3959.00 ... 3957.00 3968.00 A
1 a2601 20251014 3967.00 ... 3969.00 3969.00 A
2 a2603 20251014 3965.00 ... 3972.00 3971.00 A
3 a2605 20251014 4009.00 ... 4011.00 4004.00 A
4 a2607 20251014 4010.00 ... 4012.00 4003.00 A
5 a2609 20251014 4011.00 ... 4011.00 4008.00 A
6 b2510 20251014 0.00 ... 3619.00 3619.00 B
7 b2511 20251014 3639.00 ... 3607.00 3628.00 B
8 b2512 20251014 3653.00 ... 3636.00 3656.00 B
9 b2601 20251014 3633.00 ... 3628.00 3651.00 B
10 b2602 20251014 3650.00 ... 3632.00 3656.00 B
11 b2603 20251014 3612.00 ... 3599.00 3617.00 B
12 b2604 20251014 3530.00 ... 3500.00 3537.00 B
13 b2605 20251014 3453.00 ... 3444.00 3459.00 B
14 b2606 20251014 3432.00 ... 3409.00 3436.00 B
15 b2607 20251014 3434.00 ... 3415.00 3434.00 B
16 b2608 20251014 3526.00 ... 3511.00 3529.00 B
17 b2609 20251014 3552.00 ... 3543.00 3548.00 B
18 bb2511 20251014 0.00 ... 144.65 144.65 BB
19 bb2601 20251014 146.75 ... 147.00 146.60 BB
20 bb2603 20251014 146.70 ... 147.25 146.50 BB
21 bb2605 20251014 147.75 ... 147.95 146.70 BB
22 bb2607 20251014 0.00 ... 152.85 151.60 BB
23 bb2609 20251014 0.00 ... 152.85 151.60 BB
24 bz2603 20251014 5670.00 ... 5624.00 5707.00 BZ
25 bz2604 20251014 5645.00 ... 5615.00 5691.00 BZ
26 bz2605 20251014 5645.00 ... 5634.00 5697.00 BZ
27 bz2606 20251014 0.00 ... 5672.00 5672.00 BZ
28 bz2607 20251014 0.00 ... 5685.00 5689.00 BZ
29 bz2608 20251014 5601.00 ... 5601.00 5646.00 BZ
30 bz2609 20251014 0.00 ... 5720.00 5803.00 BZ
31 c2511 20251014 2088.00 ... 2087.00 2107.00 C
32 c2601 20251014 2103.00 ... 2105.00 2114.00 C
33 c2603 20251014 2127.00 ... 2131.00 2130.00 C
34 c2605 20251014 2192.00 ... 2198.00 2197.00 C
35 c2607 20251014 2207.00 ... 2214.00 2211.00 C
36 c2609 20251014 2223.00 ... 2230.00 2227.00 C
37 cs2511 20251014 2400.00 ... 2393.00 2413.00 CS
38 cs2601 20251014 2396.00 ... 2402.00 2413.00 CS
39 cs2603 20251014 2415.00 ... 2421.00 2426.00 CS
40 cs2605 20251014 2513.00 ... 2517.00 2522.00 CS
41 cs2607 20251014 2520.00 ... 2530.00 2535.00 CS
42 cs2609 20251014 2565.00 ... 2571.00 2576.00 CS
43 eb2510 20251014 6589.00 ... 6559.00 6670.00 EB
44 eb2511 20251014 6688.00 ... 6608.00 6714.00 EB
45 eb2512 20251014 6682.00 ... 6627.00 6723.00 EB
46 eb2601 20251014 6730.00 ... 6668.00 6754.00 EB
47 eb2602 20251014 6763.00 ... 6714.00 6802.00 EB
48 eb2603 20251014 6807.00 ... 6760.00 6843.00 EB
49 eb2604 20251014 6830.00 ... 6821.00 6871.00 EB
50 eb2605 20251014 6859.00 ... 6845.00 6906.00 EB
51 eb2606 20251014 6897.00 ... 6873.00 6923.00 EB
52 eb2607 20251014 6898.00 ... 6872.00 6918.00 EB
53 eb2608 20251014 6862.00 ... 6895.00 6943.00 EB
54 eb2609 20251014 6856.00 ... 6888.00 6964.00 EB
55 eg2510 20251014 4102.00 ... 4094.00 4156.00 EG
56 eg2511 20251014 4113.00 ... 4087.00 4129.00 EG
57 eg2512 20251014 4112.00 ... 4067.00 4112.00 EG
58 eg2601 20251014 4111.00 ... 4072.00 4112.00 EG
59 eg2602 20251014 4076.00 ... 4077.00 4126.00 EG
60 eg2603 20251014 4084.00 ... 4079.00 4140.00 EG
61 eg2604 20251014 4166.00 ... 4146.00 4181.00 EG
62 eg2605 20251014 4182.00 ... 4161.00 4197.00 EG
63 eg2606 20251014 4160.00 ... 4163.00 4211.00 EG
64 eg2607 20251014 4177.00 ... 4175.00 4193.00 EG
65 eg2608 20251014 4193.00 ... 4185.00 4200.00 EG
66 eg2609 20251014 4204.00 ... 4199.00 4267.00 EG
67 fb2510 20251014 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251014 1259.00 ... 1257.50 1262.00 FB
69 fb2512 20251014 1264.00 ... 1261.00 1263.50 FB
70 fb2601 20251014 1272.00 ... 1271.00 1269.00 FB
71 fb2602 20251014 1287.00 ... 1273.50 1271.50 FB
72 fb2603 20251014 1287.00 ... 1266.00 1261.50 FB
73 fb2604 20251014 1270.50 ... 1271.00 1269.00 FB
74 fb2605 20251014 1273.00 ... 1273.00 1273.00 FB
75 fb2606 20251014 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251014 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251014 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251014 0.00 ... 1296.00 1296.00 FB
79 i2510 20251014 810.00 ... 808.50 813.50 I
80 i2511 20251014 822.50 ... 805.00 814.00 I
81 i2512 20251014 817.00 ... 797.50 808.50 I
82 i2601 20251014 806.50 ... 788.00 798.50 I
83 i2602 20251014 802.50 ... 781.50 795.00 I
84 i2603 20251014 797.00 ... 779.50 788.00 I
85 i2604 20251014 792.00 ... 773.50 784.50 I
86 i2605 20251014 784.50 ... 765.00 776.00 I
87 i2606 20251014 778.00 ... 762.00 770.00 I
88 i2607 20251014 773.00 ... 757.50 766.00 I
89 i2608 20251014 768.00 ... 753.00 761.00 I
90 i2609 20251014 759.00 ... 747.00 755.50 I
91 j2510 20251014 0.00 ... 1600.00 1600.00 J
92 j2511 20251014 1598.00 ... 1586.00 1586.50 J
93 j2512 20251014 1627.00 ... 1608.00 1617.00 J
94 j2601 20251014 1650.00 ... 1636.50 1648.50 J
95 j2602 20251014 1653.00 ... 1653.00 1679.00 J
96 j2603 20251014 1676.50 ... 1676.50 1705.50 J
97 j2604 20251014 0.00 ... 1773.50 1773.50 J
98 j2605 20251014 1802.50 ... 1781.00 1797.00 J
99 j2606 20251014 1823.50 ... 1814.00 1823.50 J
100 j2607 20251014 0.00 ... 1833.50 1833.50 J
101 j2608 20251014 0.00 ... 1865.00 1865.00 J
102 j2609 20251014 1886.00 ... 1866.50 1879.50 J
103 jd2510 20251014 2664.00 ... 2685.00 2552.00 JD
104 jd2511 20251014 2830.00 ... 2847.00 2804.00 JD
105 jd2512 20251014 3005.00 ... 3028.00 2965.00 JD
106 jd2601 20251014 3210.00 ... 3232.00 3183.00 JD
107 jd2602 20251014 3038.00 ... 3044.00 3020.00 JD
108 jd2603 20251014 3067.00 ... 3060.00 3059.00 JD
109 jd2604 20251014 3191.00 ... 3168.00 3187.00 JD
110 jd2605 20251014 3375.00 ... 3345.00 3372.00 JD
111 jd2606 20251014 3260.00 ... 3235.00 3257.00 JD
112 jd2607 20251014 3510.00 ... 3479.00 3504.00 JD
113 jd2608 20251014 3977.00 ... 3966.00 3978.00 JD
114 jd2609 20251014 3873.00 ... 3866.00 3870.00 JD
115 jm2510 20251014 996.00 ... 951.00 924.00 JM
116 jm2511 20251014 1011.00 ... 1009.00 1001.50 JM
117 jm2512 20251014 1077.00 ... 1072.50 1071.00 JM
118 jm2601 20251014 1150.00 ... 1139.50 1145.00 JM
119 jm2602 20251014 1180.50 ... 1167.50 1176.50 JM
120 jm2603 20251014 1202.50 ... 1185.50 1198.50 JM
121 jm2604 20251014 1224.00 ... 1207.00 1221.00 JM
122 jm2605 20251014 1245.00 ... 1223.00 1240.50 JM
123 jm2606 20251014 1267.50 ... 1247.00 1255.00 JM
124 jm2607 20251014 1293.50 ... 1260.50 1281.00 JM
125 jm2608 20251014 1305.00 ... 1279.00 1304.50 JM
126 jm2609 20251014 1330.50 ... 1309.00 1327.00 JM
127 l2510 20251014 6901.00 ... 6856.00 6948.00 L
128 l2511 20251014 6957.00 ... 6922.00 6989.00 L
129 l2512 20251014 6973.00 ... 6928.00 6999.00 L
130 l2601 20251014 6996.00 ... 6936.00 7005.00 L
131 l2602 20251014 6977.00 ... 6924.00 7001.00 L
132 l2603 20251014 6992.00 ... 6944.00 7013.00 L
133 l2604 20251014 7011.00 ... 6984.00 7059.00 L
134 l2605 20251014 7039.00 ... 6975.00 7039.00 L
135 l2606 20251014 6964.00 ... 6953.00 7047.00 L
136 l2607 20251014 7031.00 ... 7007.00 7065.00 L
137 l2608 20251014 7049.00 ... 7015.00 7079.00 L
138 l2609 20251014 7060.00 ... 7018.00 7083.00 L
139 lg2511 20251014 800.00 ... 791.00 808.00 LG
140 lg2601 20251014 825.00 ... 820.00 823.00 LG
141 lg2603 20251014 829.50 ... 827.50 829.00 LG
142 lg2605 20251014 830.00 ... 828.50 830.00 LG
143 lg2607 20251014 832.00 ... 830.00 831.50 LG
144 lg2609 20251014 831.00 ... 831.50 832.00 LG
145 lh2511 20251014 11200.00 ... 11355.00 11225.00 LH
146 lh2601 20251014 12160.00 ... 12335.00 12150.00 LH
147 lh2603 20251014 11725.00 ... 11825.00 11835.00 LH
148 lh2605 20251014 12365.00 ... 12445.00 12440.00 LH
149 lh2607 20251014 13220.00 ... 13250.00 13220.00 LH
150 lh2609 20251014 13885.00 ... 13945.00 13880.00 LH
151 m2511 20251014 2926.00 ... 2896.00 2918.00 M
152 m2512 20251014 2956.00 ... 2936.00 2954.00 M
153 m2601 20251014 2936.00 ... 2912.00 2936.00 M
154 m2603 20251014 2912.00 ... 2890.00 2911.00 M
155 m2605 20251014 2747.00 ... 2736.00 2751.00 M
156 m2607 20251014 2734.00 ... 2719.00 2736.00 M
157 m2608 20251014 2854.00 ... 2841.00 2858.00 M
158 m2609 20251014 2858.00 ... 2846.00 2861.00 M
159 p2510 20251014 9198.00 ... 9184.00 9214.00 P
160 p2511 20251014 9270.00 ... 9266.00 9274.00 P
161 p2512 20251014 9308.00 ... 9314.00 9326.00 P
162 p2601 20251014 9364.00 ... 9366.00 9376.00 P
163 p2602 20251014 9368.00 ... 9358.00 9358.00 P
164 p2603 20251014 9338.00 ... 9332.00 9352.00 P
165 p2604 20251014 9336.00 ... 9312.00 9298.00 P
166 p2605 20251014 9232.00 ... 9238.00 9218.00 P
167 p2606 20251014 9146.00 ... 9108.00 9120.00 P
168 p2607 20251014 9052.00 ... 9012.00 9012.00 P
169 p2608 20251014 8976.00 ... 8956.00 8958.00 P
170 p2609 20251014 8874.00 ... 8884.00 8866.00 P
171 pg2510 20251014 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251014 4072.00 ... 4118.00 4069.00 PG
173 pg2512 20251014 3965.00 ... 3981.00 3978.00 PG
174 pg2601 20251014 3895.00 ... 3904.00 3909.00 PG
175 pg2602 20251014 3827.00 ... 3835.00 3848.00 PG
176 pg2603 20251014 3756.00 ... 3762.00 3781.00 PG
177 pg2604 20251014 4159.00 ... 4147.00 4166.00 PG
178 pg2605 20251014 4081.00 ... 4076.00 4093.00 PG
179 pg2606 20251014 4017.00 ... 4017.00 4047.00 PG
180 pg2607 20251014 3973.00 ... 3974.00 3984.00 PG
181 pg2608 20251014 3918.00 ... 3917.00 3930.00 PG
182 pg2609 20251014 3855.00 ... 3859.00 3876.00 PG
183 pp2510 20251014 6576.00 ... 6536.00 6611.00 PP
184 pp2511 20251014 6635.00 ... 6551.00 6639.00 PP
185 pp2512 20251014 6642.00 ... 6593.00 6679.00 PP
186 pp2601 20251014 6679.00 ... 6628.00 6708.00 PP
187 pp2602 20251014 6671.00 ... 6620.00 6704.00 PP
188 pp2603 20251014 6662.00 ... 6624.00 6705.00 PP
189 pp2604 20251014 6707.00 ... 6647.00 6738.00 PP
190 pp2605 20251014 6755.00 ... 6683.00 6763.00 PP
191 pp2606 20251014 6690.00 ... 6644.00 6733.00 PP
192 pp2607 20251014 6674.00 ... 6647.00 6694.00 PP
193 pp2608 20251014 6698.00 ... 6670.00 6709.00 PP
194 pp2609 20251014 6729.00 ... 6695.00 6754.00 PP
195 rr2510 20251014 3620.00 ... 3620.00 3604.00 RR
196 rr2511 20251014 3610.00 ... 3615.00 3619.00 RR
197 rr2512 20251014 3610.00 ... 3608.00 3611.00 RR
198 rr2601 20251014 3624.00 ... 3625.00 3642.00 RR
199 rr2602 20251014 3611.00 ... 3613.00 3628.00 RR
200 rr2603 20251014 3611.00 ... 3614.00 3621.00 RR
201 rr2604 20251014 3620.00 ... 3617.00 3622.00 RR
202 rr2605 20251014 3612.00 ... 3612.00 3618.00 RR
203 rr2606 20251014 3602.00 ... 3602.00 3615.00 RR
204 rr2607 20251014 0.00 ... 3624.00 3636.00 RR
205 rr2608 20251014 3596.00 ... 3589.00 3595.00 RR
206 rr2609 20251014 3623.00 ... 3612.00 3636.00 RR
207 v2510 20251014 4607.00 ... 4567.00 4606.00 V
208 v2511 20251014 4620.00 ... 4596.00 4636.00 V
209 v2512 20251014 4674.00 ... 4641.00 4675.00 V
210 v2601 20251014 4717.00 ... 4684.00 4720.00 V
211 v2602 20251014 4753.00 ... 4727.00 4758.00 V
212 v2603 20251014 4790.00 ... 4754.00 4792.00 V
213 v2604 20251014 4990.00 ... 4957.00 5000.00 V
214 v2605 20251014 5043.00 ... 4998.00 5037.00 V
215 v2606 20251014 5055.00 ... 5029.00 5070.00 V
216 v2607 20251014 5091.00 ... 5072.00 5108.00 V
217 v2608 20251014 5113.00 ... 5103.00 5148.00 V
218 v2609 20251014 5162.00 ... 5137.00 5176.00 V
219 y2511 20251014 8284.00 ... 8272.00 8284.00 Y
220 y2512 20251014 8306.00 ... 8306.00 8322.00 Y
221 y2601 20251014 8280.00 ... 8270.00 8282.00 Y
222 y2603 20251014 8234.00 ... 8206.00 8214.00 Y
223 y2605 20251014 8036.00 ... 8040.00 8030.00 Y
224 y2607 20251014 7982.00 ... 7980.00 7974.00 Y
225 y2608 20251014 7990.00 ... 7966.00 7968.00 Y
226 y2609 20251014 7948.00 ... 7924.00 7940.00 Y
[227 rows x 12 columns]
2025-10-22 16:25:33,585 - future_1d - INFO - ak.get_dce_daily('2025-10-14') done
2025-10-22 16:25:35,384 - future_1d - INFO - save future_daily 2025-10-14 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251015 0.0 ... 50755.0 49980.0 PS
1 PS2511 20251015 49975.0 ... 50805.0 49205.0 PS
2 PS2512 20251015 52595.0 ... 53270.0 51630.0 PS
3 PS2601 20251015 52050.0 ... 53165.0 51570.0 PS
4 PS2602 20251015 52050.0 ... 52840.0 51585.0 PS
5 PS2603 20251015 52030.0 ... 52690.0 51545.0 PS
6 PS2604 20251015 51925.0 ... 52600.0 51450.0 PS
7 PS2605 20251015 51800.0 ... 52730.0 51340.0 PS
8 PS2606 20251015 53000.0 ... 54525.0 53195.0 PS
9 PS2607 20251015 53105.0 ... 54410.0 53105.0 PS
10 PS2608 20251015 53125.0 ... 54125.0 52925.0 PS
11 PS2609 20251015 53015.0 ... 53855.0 52655.0 PS
13 SI2510 20251015 8585.0 ... 8620.0 8555.0 SI
14 SI2511 20251015 8495.0 ... 8595.0 8580.0 SI
15 SI2512 20251015 8910.0 ... 8965.0 8970.0 SI
16 SI2601 20251015 8835.0 ... 8905.0 8905.0 SI
17 SI2602 20251015 8800.0 ... 8885.0 8915.0 SI
18 SI2603 20251015 8925.0 ... 8910.0 8980.0 SI
19 SI2604 20251015 8870.0 ... 8940.0 8900.0 SI
20 SI2605 20251015 8850.0 ... 8935.0 8925.0 SI
21 SI2606 20251015 8935.0 ... 8960.0 8930.0 SI
22 SI2607 20251015 8885.0 ... 8935.0 8940.0 SI
23 SI2608 20251015 0.0 ... 8960.0 8960.0 SI
24 SI2609 20251015 8930.0 ... 8975.0 8980.0 SI
27 LC2510 20251015 73120.0 ... 73220.0 72720.0 LC
28 LC2511 20251015 73000.0 ... 73100.0 73160.0 LC
29 LC2512 20251015 72900.0 ... 73200.0 73220.0 LC
30 LC2601 20251015 73140.0 ... 73200.0 73160.0 LC
31 LC2602 20251015 73000.0 ... 73100.0 72960.0 LC
32 LC2603 20251015 72640.0 ... 72980.0 73080.0 LC
33 LC2604 20251015 73260.0 ... 73640.0 73680.0 LC
34 LC2605 20251015 73180.0 ... 73680.0 73660.0 LC
35 LC2606 20251015 73400.0 ... 73620.0 73600.0 LC
36 LC2607 20251015 73400.0 ... 73560.0 73560.0 LC
37 LC2608 20251015 73600.0 ... 73840.0 73720.0 LC
38 LC2609 20251015 73960.0 ... 73940.0 73800.0 LC
[36 rows x 12 columns]
2025-10-22 16:25:42,960 - future_1d - INFO - ak.get_gfex_daily('2025-10-15') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251015 ... 85080 85820 CU
1 1 CU2511 20251015 ... 84960 85710 CU
2 2 CU2512 20251015 ... 85000 85690 CU
3 3 CU2601 20251015 ... 84840 85610 CU
4 4 CU2602 20251015 ... 84750 85570 CU
5 5 CU2603 20251015 ... 84570 85750 CU
6 6 CU2604 20251015 ... 84860 85680 CU
7 7 CU2605 20251015 ... 84510 85680 CU
8 8 CU2606 20251015 ... 84560 85390 CU
9 9 CU2607 20251015 ... 84370 84950 CU
10 10 CU2608 20251015 ... 84550 85220 CU
11 11 CU2609 20251015 ... 84340 85270 CU
12 12 BC2510 20251015 ... 75040 75040 BC
13 13 BC2511 20251015 ... 75490 76190 BC
14 14 BC2512 20251015 ... 75350 76240 BC
15 15 BC2601 20251015 ... 76860 76860 BC
16 16 BC2602 20251015 ... 75800 75800 BC
17 17 BC2603 20251015 ... 75870 75800 BC
18 18 BC2604 20251015 ... 76520 76520 BC
19 19 BC2605 20251015 ... 75900 75900 BC
20 20 BC2606 20251015 ... 75880 75880 BC
21 21 BC2607 20251015 ... 76570 76570 BC
22 22 BC2608 20251015 ... 75800 75800 BC
23 23 BC2609 20251015 ... 76130 76130 BC
24 24 AL2510 20251015 ... 20850 20905 AL
25 25 AL2511 20251015 ... 20875 20930 AL
26 26 AL2512 20251015 ... 20895 20945 AL
27 27 AL2601 20251015 ... 20900 20950 AL
28 28 AL2602 20251015 ... 20890 20945 AL
29 29 AL2603 20251015 ... 20885 20945 AL
30 30 AL2604 20251015 ... 20910 20980 AL
31 31 AL2605 20251015 ... 20915 20995 AL
32 32 AL2606 20251015 ... 20890 20995 AL
33 33 AL2607 20251015 ... 20925 21015 AL
34 34 AL2608 20251015 ... 20930 21010 AL
35 35 AL2609 20251015 ... 20940 20995 AL
36 36 ZN2510 20251015 ... 21985 22205 ZN
37 37 ZN2511 20251015 ... 21995 22275 ZN
38 38 ZN2512 20251015 ... 22035 22310 ZN
39 39 ZN2601 20251015 ... 22065 22340 ZN
40 40 ZN2602 20251015 ... 22090 22370 ZN
41 41 ZN2603 20251015 ... 22125 22395 ZN
42 42 ZN2604 20251015 ... 22150 22415 ZN
43 43 ZN2605 20251015 ... 22180 22435 ZN
44 44 ZN2606 20251015 ... 22215 22475 ZN
45 45 ZN2607 20251015 ... 22200 22470 ZN
46 46 ZN2608 20251015 ... 22220 22475 ZN
47 47 ZN2609 20251015 ... 22275 22535 ZN
48 48 PB2510 20251015 ... 17080 17045 PB
49 49 PB2511 20251015 ... 17055 17085 PB
50 50 PB2512 20251015 ... 17085 17095 PB
51 51 PB2601 20251015 ... 17085 17090 PB
52 52 PB2602 20251015 ... 16990 17115 PB
53 53 PB2603 20251015 ... 17105 17105 PB
54 54 PB2604 20251015 ... 17190 17115 PB
55 55 PB2605 20251015 ... 17145 17125 PB
56 56 PB2606 20251015 ... 17195 17145 PB
57 57 PB2607 20251015 ... 17160 17160 PB
58 58 PB2608 20251015 ... 17200 17170 PB
59 59 PB2609 20251015 ... 17235 17225 PB
60 60 NI2510 20251015 ... 120650 120560 NI
61 61 NI2511 20251015 ... 121020 121080 NI
62 62 NI2512 20251015 ... 121170 121210 NI
63 63 NI2601 20251015 ... 121390 121470 NI
64 64 NI2602 20251015 ... 121600 121680 NI
65 65 NI2603 20251015 ... 121920 122000 NI
66 66 NI2604 20251015 ... 122100 122110 NI
67 67 NI2605 20251015 ... 122360 122240 NI
68 68 NI2606 20251015 ... 122570 122600 NI
69 69 NI2607 20251015 ... 122850 122680 NI
70 70 NI2608 20251015 ... 123210 123140 NI
71 71 NI2609 20251015 ... 123450 123520 NI
72 72 SN2510 20251015 ... 280420 281340 SN
73 73 SN2511 20251015 ... 280410 282140 SN
74 74 SN2512 20251015 ... 280740 282320 SN
75 75 SN2601 20251015 ... 281030 282460 SN
76 76 SN2602 20251015 ... 280790 282390 SN
77 77 SN2603 20251015 ... 280770 282460 SN
78 78 SN2604 20251015 ... 280770 282290 SN
79 79 SN2605 20251015 ... 280720 282370 SN
80 80 SN2606 20251015 ... 281340 282730 SN
81 81 SN2607 20251015 ... 280840 282610 SN
82 82 SN2608 20251015 ... 281330 283550 SN
83 83 SN2609 20251015 ... 282990 282990 SN
84 84 AO2510 20251015 ... 2757 2775 AO
85 85 AO2511 20251015 ... 2776 2783 AO
86 86 AO2512 20251015 ... 2788 2797 AO
87 87 AO2601 20251015 ... 2799 2807 AO
88 88 AO2602 20251015 ... 2818 2826 AO
89 89 AO2603 20251015 ... 2889 2897 AO
90 90 AO2604 20251015 ... 2901 2910 AO
91 91 AO2605 20251015 ... 2910 2918 AO
92 92 AO2606 20251015 ... 2922 2928 AO
93 93 AO2607 20251015 ... 2930 2937 AO
94 94 AO2608 20251015 ... 2945 2949 AO
95 95 AO2609 20251015 ... 2960 2967 AO
96 96 AD2511 20251015 ... 20330 20380 AD
97 97 AD2512 20251015 ... 20400 20440 AD
98 98 AD2601 20251015 ... 20445 20490 AD
99 99 AD2602 20251015 ... 20425 20485 AD
100 100 AD2603 20251015 ... 20420 20440 AD
101 101 AD2604 20251015 ... 20405 20420 AD
102 102 AD2605 20251015 ... 20340 20370 AD
103 103 AD2606 20251015 ... 20300 20420 AD
104 104 AD2607 20251015 ... 20270 20340 AD
105 105 AD2608 20251015 ... 20495 20495 AD
106 106 AD2609 20251015 ... 20495 20410 AD
107 107 AU2510 20251015 ... 962.24 942.4 AU
108 108 AU2511 20251015 ... 947.9 939.32 AU
109 109 AU2512 20251015 ... 948.92 940.64 AU
110 110 AU2602 20251015 ... 952.1 943.96 AU
111 111 AU2604 20251015 ... 953.3 946.46 AU
112 112 AU2606 20251015 ... 957.1 947.86 AU
113 113 AU2608 20251015 ... 958.84 952.96 AU
114 114 AU2610 20251015 ... 961.32 952.34 AU
115 115 AG2510 20251015 ... 12200 11714 AG
116 116 AG2511 20251015 ... 11689 11696 AG
117 117 AG2512 20251015 ... 11675 11697 AG
118 118 AG2601 20251015 ... 11677 11724 AG
119 119 AG2602 20251015 ... 11708 11734 AG
120 120 AG2603 20251015 ... 11700 11775 AG
121 121 AG2604 20251015 ... 11712 11788 AG
122 122 AG2605 20251015 ... 11712 11796 AG
123 123 AG2606 20251015 ... 11756 11791 AG
124 124 AG2607 20251015 ... 11765 11829 AG
125 125 AG2608 20251015 ... 11754 11813 AG
126 126 AG2609 20251015 ... 11808 11799 AG
127 127 RB2510 20251015 ... 2954 2975 RB
128 128 RB2511 20251015 ... 2987 2997 RB
129 129 RB2512 20251015 ... 3031 3043 RB
130 130 RB2601 20251015 ... 3044 3060 RB
131 131 RB2602 20251015 ... 3049 3067 RB
132 132 RB2603 20251015 ... 3074 3087 RB
133 133 RB2604 20251015 ... 3096 3102 RB
134 134 RB2605 20251015 ... 3099 3116 RB
135 135 RB2606 20251015 ... 3114 3130 RB
136 136 RB2607 20251015 ... 3136 3139 RB
137 137 RB2608 20251015 ... 3134 3151 RB
138 138 RB2609 20251015 ... 3143 3161 RB
139 139 WR2510 20251015 ... 3100 3069 WR
140 140 WR2511 20251015 ... 3270 3270 WR
141 141 WR2512 20251015 ... 3353 3309 WR
142 142 WR2601 20251015 ... 3342 3329 WR
143 143 WR2602 20251015 ... 3370 3370 WR
144 144 WR2603 20251015 ... 3361 3361 WR
145 145 WR2604 20251015 ... 3369 3369 WR
146 146 WR2605 20251015 ... 3364 3364 WR
147 147 WR2606 20251015 ... 3363 3360 WR
148 148 WR2607 20251015 ... 3416 3390 WR
149 149 WR2608 20251015 ... 3431 3431 WR
150 150 WR2609 20251015 ... 3430 3430 WR
151 151 HC2510 20251015 ... 3534 3442 HC
152 152 HC2511 20251015 ... 3282 3282 HC
153 153 HC2512 20251015 ... 3254 3262 HC
154 154 HC2601 20251015 ... 3225 3240 HC
155 155 HC2602 20251015 ... 3223 3240 HC
156 156 HC2603 20251015 ... 3233 3243 HC
157 157 HC2604 20251015 ... 3228 3241 HC
158 158 HC2605 20251015 ... 3235 3251 HC
159 159 HC2606 20251015 ... 3237 3245 HC
160 160 HC2607 20251015 ... 3245 3273 HC
161 161 HC2608 20251015 ... 3253 3277 HC
162 162 HC2609 20251015 ... 3259 3270 HC
163 163 SS2510 20251015 ... 12345 12315 SS
164 164 SS2511 20251015 ... 12525 12565 SS
165 165 SS2512 20251015 ... 12555 12590 SS
166 166 SS2601 20251015 ... 12655 12680 SS
167 167 SS2602 20251015 ... 12715 12745 SS
168 168 SS2603 20251015 ... 12795 12815 SS
169 169 SS2604 20251015 ... 12870 12885 SS
170 170 SS2605 20251015 ... 12925 12945 SS
171 171 SS2606 20251015 ... 13000 13025 SS
172 172 SS2607 20251015 ... 13035 13100 SS
173 173 SS2608 20251015 ... 13095 13125 SS
174 174 SS2609 20251015 ... 13170 13230 SS
175 175 SC2511 20251015 ... 443.2 451.8 SC
176 176 SC2512 20251015 ... 444.9 452.5 SC
177 177 SC2601 20251015 ... 445.5 452.5 SC
178 178 SC2602 20251015 ... 445.9 453 SC
179 179 SC2603 20251015 ... 447.3 452.7 SC
180 180 SC2604 20251015 ... 448.5 453.6 SC
181 181 SC2605 20251015 ... 448.9 454.5 SC
182 182 SC2606 20251015 ... 450.1 455.6 SC
183 183 SC2607 20251015 ... 450 454.8 SC
184 184 SC2608 20251015 ... 450.6 455.3 SC
185 185 SC2609 20251015 ... 450.6 454.6 SC
186 186 SC2610 20251015 ... 449.7 449.7 SC
187 187 SC2612 20251015 ... 451.5 452.6 SC
188 188 SC2703 20251015 ... 448.6 451.6 SC
189 189 SC2706 20251015 ... 453.6 453.6 SC
190 190 SC2709 20251015 ... 449.9 450.6 SC
191 191 SC2712 20251015 ... 455 455 SC
192 192 SC2803 20251015 ... 449 449 SC
193 193 SC2806 20251015 ... 448 451.7 SC
194 194 SC2809 20251015 ... 448.9 452.9 SC
195 195 LU2511 20251015 ... 3141 3204 LU
196 196 LU2512 20251015 ... 3158 3216 LU
197 197 LU2601 20251015 ... 3161 3210 LU
198 198 LU2602 20251015 ... 3162 3205 LU
199 199 LU2603 20251015 ... 3160 3206 LU
200 200 LU2604 20251015 ... 3161 3192 LU
201 201 LU2605 20251015 ... 3163 3200 LU
202 202 LU2606 20251015 ... 3160 3177 LU
203 203 LU2607 20251015 ... 3175 3206 LU
204 204 LU2608 20251015 ... 3173 3205 LU
205 205 LU2609 20251015 ... 3159 3188 LU
206 206 LU2610 20251015 ... 3152 3187 LU
207 207 FU2511 20251015 ... 2725 2763 FU
208 208 FU2512 20251015 ... 2685 2733 FU
209 209 FU2601 20251015 ... 2669 2714 FU
210 210 FU2602 20251015 ... 2652 2697 FU
211 211 FU2603 20251015 ... 2649 2693 FU
212 212 FU2604 20251015 ... 2647 2690 FU
213 213 FU2605 20251015 ... 2641 2680 FU
214 214 FU2606 20251015 ... 2634 2670 FU
215 215 FU2607 20251015 ... 2626 2659 FU
216 216 FU2608 20251015 ... 2600 2634 FU
217 217 FU2609 20251015 ... 2594 2628 FU
218 218 FU2610 20251015 ... 2584 2615 FU
219 219 BU2510 20251015 ... 3470 3470 BU
220 220 BU2511 20251015 ... 3261 3286 BU
221 221 BU2512 20251015 ... 3185 3208 BU
222 222 BU2601 20251015 ... 3149 3166 BU
223 223 BU2602 20251015 ... 3157 3172 BU
224 224 BU2603 20251015 ... 3180 3193 BU
225 225 BU2604 20251015 ... 3188 3191 BU
226 226 BU2605 20251015 ... 3194 3206 BU
227 227 BU2606 20251015 ... 3199 3207 BU
228 228 BU2607 20251015 ... 3222 3222 BU
229 229 BU2608 20251015 ... 3202 3197 BU
230 230 BU2609 20251015 ... 3202 3207 BU
231 231 BU2612 20251015 ... 3148 3155 BU
232 232 BU2703 20251015 ... 3161 3172 BU
233 233 BU2706 20251015 ... 3168 3175 BU
234 234 BU2709 20251015 ... 3172 3198 BU
235 235 BR2510 20251015 ... 10670 10670 BR
236 236 BR2511 20251015 ... 10805 10825 BR
237 237 BR2512 20251015 ... 10745 10790 BR
238 238 BR2601 20251015 ... 10740 10790 BR
239 239 BR2602 20251015 ... 10755 10780 BR
240 240 BR2603 20251015 ... 10760 10770 BR
241 241 BR2604 20251015 ... 10795 10795 BR
242 242 BR2605 20251015 ... 10800 10805 BR
243 243 BR2606 20251015 ... 10865 10810 BR
244 244 BR2607 20251015 ... 11025 11035 BR
245 245 BR2608 20251015 ... 11040 11040 BR
246 246 BR2609 20251015 ... 11080 11080 BR
247 247 RU2510 20251015 ... 14030 14165 RU
248 248 RU2511 20251015 ... 14095 14060 RU
249 249 RU2601 20251015 ... 14850 14855 RU
250 250 RU2603 20251015 ... 14835 14815 RU
251 251 RU2604 20251015 ... 14860 14855 RU
252 252 RU2605 20251015 ... 14855 14845 RU
253 253 RU2606 20251015 ... 14865 14850 RU
254 254 RU2607 20251015 ... 14905 14900 RU
255 255 RU2608 20251015 ... 14915 14925 RU
256 256 RU2609 20251015 ... 14905 14880 RU
257 257 NR2510 20251015 ... 12105 11925 NR
258 258 NR2511 20251015 ... 12110 11990 NR
259 259 NR2512 20251015 ... 12085 11985 NR
260 260 NR2601 20251015 ... 12075 11995 NR
261 261 NR2602 20251015 ... 12055 11995 NR
262 262 NR2603 20251015 ... 12085 12020 NR
263 263 NR2604 20251015 ... 12050 12000 NR
264 264 NR2605 20251015 ... 12045 12020 NR
265 265 NR2606 20251015 ... 12110 12040 NR
266 266 NR2607 20251015 ... 12155 12115 NR
267 267 NR2608 20251015 ... 12090 12145 NR
268 268 NR2609 20251015 ... 12185 12250 NR
269 269 SP2510 20251015 ... 4812 4812 SP
270 270 SP2511 20251015 ... 4854 4840 SP
271 271 SP2512 20251015 ... 4878 4864 SP
272 272 SP2601 20251015 ... 5174 5160 SP
273 273 SP2602 20251015 ... 5188 5170 SP
274 274 SP2603 20251015 ... 5206 5194 SP
275 275 SP2604 20251015 ... 5226 5206 SP
276 276 SP2605 20251015 ... 5240 5226 SP
277 277 SP2606 20251015 ... 5252 5234 SP
278 278 SP2607 20251015 ... 5248 5234 SP
279 279 SP2608 20251015 ... 5248 5240 SP
280 280 SP2609 20251015 ... 5244 5238 SP
281 281 OP2601 20251015 ... 4214 4208 OP
282 282 OP2602 20251015 ... 4224 4224 OP
283 283 OP2603 20251015 ... 4216 4218 OP
284 284 OP2604 20251015 ... 4232 4240 OP
285 285 OP2605 20251015 ... 4236 4232 OP
286 286 OP2606 20251015 ... 4202 4202 OP
287 287 OP2607 20251015 ... 4242 4242 OP
288 288 OP2608 20251015 ... 4268 4274 OP
289 289 OP2609 20251015 ... 4220 4220 OP
290 290 EC2510 20251015 ... 1128.2 1134.4 EC
291 291 EC2512 20251015 ... 1713.4 1639 EC
292 292 EC2602 20251015 ... 1481.1 1416.6 EC
293 293 EC2604 20251015 ... 1148.9 1112.5 EC
294 294 EC2606 20251015 ... 1315.7 1286.2 EC
295 295 EC2608 20251015 ... 1458.2 1424.4 EC
296 296 SC_TAS2511 20251015 ... SC_TAS
297 297 SC_TAS2512 20251015 ... SC_TAS
298 298 SC_TAS2601 20251015 ... SC_TAS
299 299 SC_TAS2602 20251015 ... SC_TAS
[300 rows x 13 columns]
2025-10-22 16:25:43,067 - future_1d - INFO - ak.get_shfe_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 IC2510 20251015 7196.600 ... 7272.000 7159.800 IC
1 IC2511 20251015 7090.800 ... 7190.400 7072.000 IC
2 IC2512 20251015 7068.000 ... 7134.400 7018.600 IC
3 IC2603 20251015 6880.000 ... 6972.000 6857.000 IC
4 IF2510 20251015 4544.000 ... 4596.400 4531.000 IF
5 IF2511 20251015 4532.200 ... 4583.800 4513.400 IF
6 IF2512 20251015 4522.000 ... 4572.600 4499.200 IF
7 IF2603 20251015 4496.000 ... 4551.200 4477.200 IF
8 IH2510 20251015 2967.000 ... 2996.800 2958.400 IH
9 IH2511 20251015 2964.200 ... 2994.000 2952.200 IH
10 IH2512 20251015 2968.000 ... 2995.000 2953.000 IH
11 IH2603 20251015 2965.200 ... 2996.000 2953.800 IH
12 IM2510 20251015 7377.800 ... 7451.600 7338.200 IM
13 IM2511 20251015 7260.000 ... 7357.600 7234.400 IM
14 IM2512 20251015 7194.800 ... 7273.800 7148.600 IM
15 IM2603 20251015 6949.000 ... 7054.200 6926.000 IM
16 T2512 20251015 108.105 ... 108.100 108.190 T
17 T2603 20251015 107.785 ... 107.780 107.880 T
18 T2606 20251015 107.660 ... 107.705 107.795 T
19 TF2512 20251015 105.740 ... 105.715 105.765 TF
20 TF2603 20251015 105.630 ... 105.610 105.650 TF
21 TF2606 20251015 105.575 ... 105.615 105.650 TF
22 TL2512 20251015 114.450 ... 114.480 114.740 TL
23 TL2603 20251015 113.940 ... 114.160 114.420 TL
24 TL2606 20251015 114.170 ... 114.100 114.360 TL
25 TS2512 20251015 102.382 ... 102.372 102.386 TS
26 TS2603 20251015 102.292 ... 102.274 102.292 TS
27 TS2606 20251015 102.312 ... 102.316 102.334 TS
[28 rows x 12 columns]
2025-10-22 16:25:43,260 - future_1d - INFO - ak.get_cffex_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251015 442.4 447.1 ... 3636243.41 443.2 451.8 SC
1 SC2512 20251015 443.3 448.3 ... 2159802.1 444.9 452.5 SC
2 SC2601 20251015 444.2 449 ... 428988.28 445.5 452.5 SC
3 SC2602 20251015 444.1 449.1 ... 63456.69 445.9 453 SC
4 SC2603 20251015 446 448.8 ... 20087.83 447.3 452.7 SC
5 SC2604 20251015 445.6 450.2 ... 9106.51 448.5 453.6 SC
6 SC2605 20251015 445.6 450.8 ... 12840.45 448.9 454.5 SC
7 SC2606 20251015 446.2 451 ... 38123.9 450.1 455.6 SC
8 SC2607 20251015 450.3 450.5 ... 270.04 450 454.8 SC
9 SC2608 20251015 451.3 451.3 ... 225.31 450.6 455.3 SC
10 SC2609 20251015 451.5 452.4 ... 585.8 450.6 454.6 SC
11 SC2610 20251015 ... 0 449.7 449.7 SC
12 SC2612 20251015 452.2 452.2 ... 90.31 451.5 452.6 SC
13 SC2703 20251015 448.6 448.7 ... 89.73 448.6 451.6 SC
14 SC2706 20251015 ... 0 453.6 453.6 SC
15 SC2709 20251015 449.9 450 ... 89.99 449.9 450.6 SC
16 SC2712 20251015 ... 0 455 455 SC
17 SC2803 20251015 ... 0 449 449 SC
18 SC2806 20251015 447.2 449 ... 134.42 448 451.7 SC
19 SC2809 20251015 449.6 450 ... 493.86 448.9 452.9 SC
21 LU2511 20251015 3152 3163 ... 26735.659 3141 3204 LU
22 LU2512 20251015 3159 3178 ... 276488.889 3158 3216 LU
23 LU2601 20251015 3157 3182 ... 175230.353 3161 3210 LU
24 LU2602 20251015 3159 3178 ... 21516.756 3162 3205 LU
25 LU2603 20251015 3150 3177 ... 3154.537 3160 3206 LU
26 LU2604 20251015 3163 3169 ... 25.293 3161 3192 LU
27 LU2605 20251015 3166 3174 ... 104.406 3163 3200 LU
28 LU2606 20251015 3146 3170 ... 41.083 3160 3177 LU
29 LU2607 20251015 3186 3186 ... 241.356 3175 3206 LU
30 LU2608 20251015 3184 3184 ... 257.069 3173 3205 LU
31 LU2609 20251015 3147 3176 ... 151.669 3159 3188 LU
32 LU2610 20251015 3147 3161 ... 25.222 3152 3187 LU
34 NR2510 20251015 12015 12200 ... 484.3 12105 11925 NR
35 NR2511 20251015 11995 12240 ... 564802.63 12110 11990 NR
36 NR2512 20251015 11980 12195 ... 739506.95 12085 11985 NR
37 NR2601 20251015 12020 12180 ... 230462.74 12075 11995 NR
38 NR2602 20251015 11995 12195 ... 11119 12055 11995 NR
39 NR2603 20251015 12005 12115 ... 2284.07 12085 12020 NR
40 NR2604 20251015 11995 12100 ... 940.095 12050 12000 NR
41 NR2605 20251015 11900 12095 ... 337.335 12045 12020 NR
42 NR2606 20251015 12095 12135 ... 121.145 12110 12040 NR
43 NR2607 20251015 12170 12170 ... 36.47 12155 12115 NR
44 NR2608 20251015 12090 12090 ... 12.09 12090 12145 NR
45 NR2609 20251015 12125 12220 ... 36.565 12185 12250 NR
47 BC2510 20251015 ... 0 75040 75040 BC
48 BC2511 20251015 74820 76450 ... 485745.945 75490 76190 BC
49 BC2512 20251015 75020 76470 ... 34587.805 75350 76240 BC
50 BC2601 20251015 ... 0 76860 76860 BC
51 BC2602 20251015 ... 0 75800 75800 BC
52 BC2603 20251015 ... 0 75870 75800 BC
53 BC2604 20251015 ... 0 76520 76520 BC
54 BC2605 20251015 ... 0 75900 75900 BC
55 BC2606 20251015 ... 0 75880 75880 BC
56 BC2607 20251015 ... 0 76570 76570 BC
57 BC2608 20251015 ... 0 75800 75800 BC
58 BC2609 20251015 ... 0 76130 76130 BC
60 EC2510 20251015 1134.6 1135.5 ... 19247.4025 1128.2 1134.4 EC
61 EC2512 20251015 1690 1749.9 ... 365103.323 1713.4 1639 EC
62 EC2602 20251015 1482 1517.6 ... 60793.811 1481.1 1416.6 EC
63 EC2604 20251015 1150 1168 ... 25839.0295 1148.9 1112.5 EC
64 EC2606 20251015 1338 1338 ... 2532.7455 1315.7 1286.2 EC
65 EC2608 20251015 1445 1487.9 ... 1173.9275 1458.2 1424.4 EC
68 SC_TAS2511 20251015 ... SC_TAS
69 SC_TAS2512 20251015 ... SC_TAS
70 SC_TAS2601 20251015 ... SC_TAS
71 SC_TAS2602 20251015 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 16:25:43,323 - future_1d - INFO - ak.get_ine_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251015 8650.0 9203.0 ... 311.45 9160.0 9225.0 AP
1 AP511 20251015 8668.0 8735.0 ... 7208.03 8695.0 8675.0 AP
2 AP512 20251015 8632.0 8683.0 ... 1411.55 8660.0 8641.0 AP
3 AP601 20251015 8670.0 8696.0 ... 375010.85 8668.0 8660.0 AP
4 AP603 20251015 8577.0 8585.0 ... 282.87 8572.0 8569.0 AP
5 AP604 20251015 8605.0 8621.0 ... 249.60 8607.0 8593.0 AP
6 AP605 20251015 8700.0 8700.0 ... 20982.63 8678.0 8657.0 AP
7 CF511 20251015 13260.0 13335.0 ... 64280.81 13275.0 13310.0 CF
8 CF601 20251015 13250.0 13300.0 ... 1195996.07 13255.0 13255.0 CF
9 CF603 20251015 13275.0 13325.0 ... 120020.26 13285.0 13270.0 CF
10 CF605 20251015 13320.0 13355.0 ... 256311.20 13315.0 13315.0 CF
11 CF607 20251015 13330.0 13375.0 ... 366.99 13345.0 13335.0 CF
12 CF609 20251015 13475.0 13530.0 ... 2894.97 13495.0 13490.0 CF
13 CJ512 20251015 10955.0 11010.0 ... 4340.14 10975.0 10980.0 CJ
14 CJ601 20251015 11085.0 11160.0 ... 512785.26 11105.0 11100.0 CJ
15 CJ603 20251015 10970.0 11105.0 ... 7418.93 11055.0 11060.0 CJ
16 CJ605 20251015 11100.0 11235.0 ... 75721.81 11185.0 11185.0 CJ
17 CJ607 20251015 11245.0 11315.0 ... 788.76 11270.0 11265.0 CJ
18 CJ609 20251015 11365.0 11450.0 ... 695.82 11405.0 11390.0 CJ
19 CY510 20251015 0.0 0.0 ... 0.00 19395.0 19410.0 CY
20 CY511 20251015 19675.0 19705.0 ... 2134.57 19675.0 19665.0 CY
21 CY512 20251015 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251015 19320.0 19345.0 ... 95212.73 19295.0 19310.0 CY
23 CY602 20251015 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251015 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251015 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251015 0.0 0.0 ... 0.00 19760.0 19795.0 CY
29 CY608 20251015 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251015 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251015 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251015 1035.0 1043.0 ... 33090.46 1031.0 1051.0 FG
33 FG512 20251015 1141.0 1152.0 ... 76940.78 1137.0 1155.0 FG
34 FG601 20251015 1137.0 1145.0 ... 3471765.23 1134.0 1149.0 FG
35 FG602 20251015 1207.0 1215.0 ... 29526.72 1203.0 1210.0 FG
36 FG603 20251015 1209.0 1217.0 ... 67082.12 1206.0 1214.0 FG
37 FG604 20251015 1272.0 1288.0 ... 570.31 1273.0 1284.0 FG
38 FG605 20251015 1275.0 1288.0 ... 128853.40 1273.0 1283.0 FG
39 FG606 20251015 1313.0 1325.0 ... 703.22 1312.0 1322.0 FG
40 FG607 20251015 1302.0 1317.0 ... 779.62 1304.0 1311.0 FG
41 FG608 20251015 1353.0 1367.0 ... 1767.84 1356.0 1367.0 FG
42 FG609 20251015 1363.0 1367.0 ... 5518.60 1356.0 1366.0 FG
43 JR511 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251015 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251015 2243.0 2292.0 ... 26781.53 2277.0 2275.0 MA
53 MA512 20251015 2266.0 2311.0 ... 82291.71 2287.0 2276.0 MA
54 MA601 20251015 2275.0 2309.0 ... 1688952.69 2292.0 2297.0 MA
55 MA602 20251015 2292.0 2329.0 ... 59933.04 2308.0 2318.0 MA
56 MA603 20251015 2302.0 2336.0 ... 75533.52 2322.0 2325.0 MA
57 MA604 20251015 2312.0 2329.0 ... 74.20 2319.0 2338.0 MA
58 MA605 20251015 2298.0 2322.0 ... 179036.64 2308.0 2319.0 MA
59 MA606 20251015 2304.0 2321.0 ... 25.44 2312.0 2329.0 MA
60 MA607 20251015 2277.0 2300.0 ... 130.65 2292.0 2287.0 MA
61 MA608 20251015 2270.0 2288.0 ... 38.77 2281.0 2290.0 MA
62 MA609 20251015 2265.0 2276.0 ... 3113.06 2266.0 2277.0 MA
63 OI511 20251015 10106.0 10143.0 ... 50666.56 10099.0 10140.0 OI
64 OI601 20251015 9950.0 9984.0 ... 2017868.33 9939.0 9983.0 OI
65 OI603 20251015 9704.0 9753.0 ... 221873.75 9706.0 9764.0 OI
66 OI605 20251015 9462.0 9530.0 ... 170578.36 9485.0 9498.0 OI
67 OI607 20251015 9398.0 9477.0 ... 1846.22 9420.0 9433.0 OI
68 OI609 20251015 9347.0 9437.0 ... 1184.52 9401.0 9384.0 OI
69 PF510 20251015 6102.0 6102.0 ... 130.89 6088.0 6116.0 PF
70 PF511 20251015 6084.0 6084.0 ... 65369.66 6072.0 6126.0 PF
71 PF512 20251015 6050.0 6058.0 ... 701762.09 6040.0 6076.0 PF
72 PF601 20251015 6068.0 6070.0 ... 92500.99 6054.0 6110.0 PF
73 PF602 20251015 6038.0 6044.0 ... 462025.43 6024.0 6086.0 PF
74 PF603 20251015 6028.0 6032.0 ... 132959.59 6016.0 6076.0 PF
75 PF604 20251015 6090.0 6102.0 ... 70.01 6088.0 6148.0 PF
76 PF605 20251015 6100.0 6132.0 ... 490.64 6096.0 6150.0 PF
77 PF606 20251015 6082.0 6120.0 ... 79.30 6100.0 6138.0 PF
78 PF607 20251015 6102.0 6162.0 ... 61.23 6124.0 6178.0 PF
79 PF608 20251015 6122.0 6152.0 ... 12.28 6140.0 6204.0 PF
80 PF609 20251015 6138.0 6166.0 ... 30.77 6154.0 6204.0 PF
81 PK510 20251015 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251015 7876.0 7922.0 ... 97457.25 7884.0 7872.0 PK
83 PK512 20251015 7972.0 7992.0 ... 184644.76 7958.0 7924.0 PK
84 PK601 20251015 8034.0 8096.0 ... 500962.20 8058.0 8016.0 PK
85 PK603 20251015 8036.0 8118.0 ... 172633.28 8084.0 8034.0 PK
86 PK604 20251015 8058.0 8116.0 ... 1799.08 8086.0 8044.0 PK
87 PK605 20251015 8080.0 8138.0 ... 17832.92 8110.0 8070.0 PK
88 PL601 20251015 6081.0 6108.0 ... 142549.79 6085.0 6109.0 PL
89 PL602 20251015 6108.0 6143.0 ... 106410.87 6124.0 6151.0 PL
90 PL603 20251015 6105.0 6146.0 ... 85611.28 6124.0 6152.0 PL
91 PL604 20251015 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251015 6076.0 6094.0 ... 109.43 6080.0 6119.0 PL
93 PL606 20251015 6088.0 6088.0 ... 24.35 6088.0 6142.0 PL
94 PL607 20251015 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251015 0.0 0.0 ... 0.00 6277.0 6280.0 PL
96 PL609 20251015 0.0 0.0 ... 0.00 6232.0 6239.0 PL
97 PM511 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251015 0.0 0.0 ... 0.00 5638.0 5678.0 PR
104 PR511 20251015 5572.0 5582.0 ... 17495.21 5568.0 5612.0 PR
105 PR512 20251015 5570.0 5580.0 ... 197902.61 5560.0 5600.0 PR
106 PR601 20251015 5552.0 5552.0 ... 197998.02 5532.0 5572.0 PR
107 PR602 20251015 5586.0 5592.0 ... 33581.81 5576.0 5608.0 PR
108 PR603 20251015 5578.0 5608.0 ... 911.33 5574.0 5630.0 PR
109 PR604 20251015 5592.0 5634.0 ... 293.63 5594.0 5654.0 PR
110 PR605 20251015 5616.0 5632.0 ... 597.60 5612.0 5680.0 PR
111 PR606 20251015 5658.0 5658.0 ... 16.96 5652.0 5696.0 PR
112 PR607 20251015 5662.0 5682.0 ... 68.03 5670.0 5716.0 PR
113 PR608 20251015 5692.0 5692.0 ... 17.06 5688.0 5722.0 PR
114 PR609 20251015 5718.0 5718.0 ... 25.61 5692.0 5718.0 PR
115 PX510 20251015 6326.0 6326.0 ... 15.82 6326.0 6332.0 PX
116 PX511 20251015 6324.0 6348.0 ... 119679.53 6316.0 6416.0 PX
117 PX512 20251015 6306.0 6338.0 ... 91641.78 6304.0 6386.0 PX
118 PX601 20251015 6306.0 6328.0 ... 490661.67 6296.0 6370.0 PX
119 PX602 20251015 6318.0 6342.0 ... 227109.04 6314.0 6374.0 PX
120 PX603 20251015 6316.0 6344.0 ... 132539.79 6320.0 6378.0 PX
121 PX604 20251015 6344.0 6344.0 ... 6.34 6344.0 6444.0 PX
122 PX605 20251015 6344.0 6380.0 ... 1205.07 6342.0 6416.0 PX
123 PX606 20251015 6352.0 6352.0 ... 9.53 6352.0 6400.0 PX
124 PX607 20251015 6374.0 6374.0 ... 6.37 6374.0 6412.0 PX
125 PX608 20251015 6374.0 6392.0 ... 12.77 6386.0 6424.0 PX
126 PX609 20251015 6390.0 6412.0 ... 19.18 6394.0 6424.0 PX
127 RI511 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251015 2382.0 2410.0 ... 5240.82 2387.0 2404.0 RM
134 RM601 20251015 2345.0 2380.0 ... 434336.03 2359.0 2369.0 RM
135 RM603 20251015 2285.0 2309.0 ... 3644.73 2297.0 2305.0 RM
136 RM605 20251015 2285.0 2307.0 ... 85660.02 2295.0 2299.0 RM
137 RM607 20251015 2281.0 2296.0 ... 7759.77 2286.0 2294.0 RM
138 RM608 20251015 2385.0 2401.0 ... 521.58 2393.0 2398.0 RM
139 RM609 20251015 2388.0 2398.0 ... 2607.16 2388.0 2388.0 RM
140 RS511 20251015 5157.0 5291.0 ... 83.78 5236.0 5243.0 RS
141 RS607 20251015 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251015 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251015 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251015 1150.0 1155.0 ... 1166.05 1151.0 1147.0 SA
145 SA511 20251015 1153.0 1170.0 ... 39303.14 1162.0 1161.0 SA
146 SA512 20251015 1222.0 1227.0 ... 123729.43 1220.0 1218.0 SA
147 SA601 20251015 1233.0 1238.0 ... 1956030.89 1231.0 1229.0 SA
148 SA602 20251015 1270.0 1274.0 ... 66808.09 1267.0 1266.0 SA
149 SA603 20251015 1277.0 1280.0 ... 140664.09 1273.0 1272.0 SA
150 SA604 20251015 1315.0 1319.0 ... 622.82 1314.0 1312.0 SA
151 SA605 20251015 1324.0 1325.0 ... 80051.48 1319.0 1317.0 SA
152 SA606 20251015 1344.0 1344.0 ... 661.44 1339.0 1338.0 SA
153 SA607 20251015 1335.0 1348.0 ... 665.99 1343.0 1349.0 SA
154 SA608 20251015 1382.0 1384.0 ... 311.79 1380.0 1383.0 SA
155 SA609 20251015 1394.0 1394.0 ... 2715.10 1385.0 1388.0 SA
156 SF510 20251015 5230.0 5240.0 ... 269.15 5226.0 5230.0 SF
157 SF511 20251015 5388.0 5452.0 ... 222611.24 5410.0 5378.0 SF
158 SF512 20251015 5334.0 5420.0 ... 124007.39 5388.0 5334.0 SF
159 SF601 20251015 5328.0 5408.0 ... 294943.74 5370.0 5334.0 SF
160 SF602 20251015 5274.0 5342.0 ... 101388.83 5314.0 5276.0 SF
161 SF603 20251015 5466.0 5518.0 ... 185376.43 5490.0 5450.0 SF
162 SF604 20251015 0.0 0.0 ... 0.00 5438.0 5436.0 SF
163 SF605 20251015 5430.0 5492.0 ... 4127.02 5464.0 5440.0 SF
164 SF606 20251015 5420.0 5454.0 ... 24.46 5436.0 5402.0 SF
165 SF607 20251015 5598.0 5624.0 ... 14.00 5602.0 5572.0 SF
166 SF608 20251015 5618.0 5618.0 ... 8.40 5598.0 5576.0 SF
167 SF609 20251015 5552.0 5594.0 ... 89.30 5582.0 5556.0 SF
168 SH510 20251015 0.0 0.0 ... 0.00 2400.0 2395.0 SH
169 SH511 20251015 2395.0 2431.0 ... 76267.25 2407.0 2405.0 SH
170 SH512 20251015 2445.0 2477.0 ... 119282.61 2458.0 2446.0 SH
171 SH601 20251015 2425.0 2454.0 ... 1873788.30 2434.0 2429.0 SH
172 SH602 20251015 2457.0 2486.0 ... 250959.48 2466.0 2467.0 SH
173 SH603 20251015 2467.0 2494.0 ... 222406.58 2475.0 2473.0 SH
174 SH604 20251015 2516.0 2537.0 ... 280.38 2526.0 2527.0 SH
175 SH605 20251015 2529.0 2550.0 ... 11536.77 2535.0 2534.0 SH
176 SH606 20251015 2559.0 2575.0 ... 223.03 2564.0 2570.0 SH
177 SH607 20251015 2560.0 2580.0 ... 169.50 2568.0 2576.0 SH
178 SH608 20251015 2585.0 2602.0 ... 171.05 2592.0 2601.0 SH
179 SH609 20251015 2589.0 2601.0 ... 210.30 2596.0 2597.0 SH
180 SM510 20251015 5662.0 5666.0 ... 676.38 5660.0 5614.0 SM
181 SM511 20251015 5736.0 5786.0 ... 26486.40 5754.0 5720.0 SM
182 SM512 20251015 5724.0 5794.0 ... 207807.25 5762.0 5720.0 SM
183 SM601 20251015 5726.0 5798.0 ... 481383.31 5766.0 5728.0 SM
184 SM602 20251015 5734.0 5802.0 ... 54919.11 5770.0 5734.0 SM
185 SM603 20251015 5744.0 5814.0 ... 284636.25 5782.0 5742.0 SM
186 SM604 20251015 5802.0 5802.0 ... 2.90 5802.0 5768.0 SM
187 SM605 20251015 5766.0 5826.0 ... 10073.96 5794.0 5758.0 SM
188 SM606 20251015 5816.0 5816.0 ... 5.80 5796.0 5760.0 SM
189 SM607 20251015 0.0 0.0 ... 0.00 5790.0 5778.0 SM
190 SM608 20251015 0.0 0.0 ... 0.00 5794.0 5792.0 SM
191 SM609 20251015 5814.0 5858.0 ... 588.33 5826.0 5800.0 SM
192 SR511 20251015 5430.0 5453.0 ... 27885.71 5427.0 5442.0 SR
193 SR601 20251015 5391.0 5416.0 ... 886959.35 5402.0 5400.0 SR
194 SR603 20251015 5384.0 5401.0 ... 171069.69 5388.0 5384.0 SR
195 SR605 20251015 5366.0 5385.0 ... 100926.42 5373.0 5374.0 SR
196 SR607 20251015 5378.0 5392.0 ... 3219.34 5384.0 5385.0 SR
197 SR609 20251015 5383.0 5402.0 ... 4563.29 5394.0 5393.0 SR
198 TA510 20251015 4346.0 4378.0 ... 2401.28 4370.0 4420.0 TA
199 TA511 20251015 4388.0 4392.0 ... 72997.90 4378.0 4432.0 TA
200 TA512 20251015 4394.0 4410.0 ... 152469.12 4394.0 4454.0 TA
201 TA601 20251015 4422.0 4428.0 ... 1264069.93 4412.0 4464.0 TA
202 TA602 20251015 4430.0 4442.0 ... 120455.17 4424.0 4486.0 TA
203 TA603 20251015 4446.0 4456.0 ... 51664.33 4438.0 4496.0 TA
204 TA604 20251015 4456.0 4466.0 ... 26.74 4456.0 4532.0 TA
205 TA605 20251015 4480.0 4488.0 ... 88227.81 4474.0 4522.0 TA
206 TA606 20251015 4482.0 4484.0 ... 26.85 4476.0 4510.0 TA
207 TA607 20251015 4482.0 4500.0 ... 17.96 4492.0 4550.0 TA
208 TA608 20251015 0.0 0.0 ... 0.00 4526.0 4558.0 TA
209 TA609 20251015 4540.0 4540.0 ... 3079.34 4512.0 4552.0 TA
210 UR510 20251015 1495.0 1509.0 ... 245.23 1495.0 1504.0 UR
211 UR511 20251015 1585.0 1586.0 ... 16278.40 1580.0 1578.0 UR
212 UR512 20251015 1585.0 1597.0 ... 25277.80 1590.0 1587.0 UR
213 UR601 20251015 1600.0 1611.0 ... 378430.22 1604.0 1602.0 UR
214 UR602 20251015 1601.0 1618.0 ... 14897.60 1612.0 1607.0 UR
215 UR603 20251015 1671.0 1673.0 ... 136.59 1666.0 1661.0 UR
216 UR604 20251015 1670.0 1671.0 ... 40.06 1669.0 1669.0 UR
217 UR605 20251015 1670.0 1680.0 ... 23994.85 1674.0 1672.0 UR
218 UR606 20251015 1682.0 1684.0 ... 235.17 1680.0 1676.0 UR
219 UR607 20251015 1708.0 1708.0 ... 6.83 1708.0 1710.0 UR
220 UR608 20251015 0.0 0.0 ... 0.00 1707.0 1707.0 UR
221 UR609 20251015 1709.0 1710.0 ... 204.83 1707.0 1705.0 UR
222 WH511 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 16:25:43,600 - future_1d - INFO - ak.get_czce_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 a2511 20251015 3946.00 ... 3969.00 3957.00 A
1 a2601 20251015 3973.00 ... 3988.00 3969.00 A
2 a2603 20251015 3974.00 ... 3992.00 3972.00 A
3 a2605 20251015 4012.00 ... 4026.00 4011.00 A
4 a2607 20251015 4013.00 ... 4025.00 4012.00 A
5 a2609 20251015 4013.00 ... 4026.00 4011.00 A
6 b2510 20251015 3600.00 ... 3600.00 3619.00 B
7 b2511 20251015 3596.00 ... 3603.00 3607.00 B
8 b2512 20251015 3608.00 ... 3614.00 3636.00 B
9 b2601 20251015 3611.00 ... 3624.00 3628.00 B
10 b2602 20251015 3614.00 ... 3632.00 3632.00 B
11 b2603 20251015 3581.00 ... 3594.00 3599.00 B
12 b2604 20251015 3496.00 ... 3508.00 3500.00 B
13 b2605 20251015 3432.00 ... 3442.00 3444.00 B
14 b2606 20251015 3405.00 ... 3414.00 3409.00 B
15 b2607 20251015 3406.00 ... 3420.00 3415.00 B
16 b2608 20251015 3509.00 ... 3516.00 3511.00 B
17 b2609 20251015 3526.00 ... 3536.00 3543.00 B
18 bb2511 20251015 144.50 ... 144.50 144.65 BB
19 bb2601 20251015 146.80 ... 146.95 147.00 BB
20 bb2603 20251015 147.25 ... 147.10 147.25 BB
21 bb2605 20251015 147.70 ... 147.70 147.95 BB
22 bb2607 20251015 0.00 ... 152.60 152.85 BB
23 bb2609 20251015 0.00 ... 152.60 152.85 BB
24 bz2603 20251015 5575.00 ... 5585.00 5624.00 BZ
25 bz2604 20251015 5574.00 ... 5576.00 5615.00 BZ
26 bz2605 20251015 5593.00 ... 5588.00 5634.00 BZ
27 bz2606 20251015 5573.00 ... 5573.00 5672.00 BZ
28 bz2607 20251015 0.00 ... 5660.00 5685.00 BZ
29 bz2608 20251015 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251015 0.00 ... 5695.00 5720.00 BZ
31 c2511 20251015 2093.00 ... 2097.00 2087.00 C
32 c2601 20251015 2109.00 ... 2119.00 2105.00 C
33 c2603 20251015 2142.00 ... 2148.00 2131.00 C
34 c2605 20251015 2200.00 ... 2208.00 2198.00 C
35 c2607 20251015 2218.00 ... 2223.00 2214.00 C
36 c2609 20251015 2235.00 ... 2238.00 2230.00 C
37 cs2511 20251015 2386.00 ... 2390.00 2393.00 CS
38 cs2601 20251015 2399.00 ... 2407.00 2402.00 CS
39 cs2603 20251015 2420.00 ... 2427.00 2421.00 CS
40 cs2605 20251015 2523.00 ... 2521.00 2517.00 CS
41 cs2607 20251015 2527.00 ... 2532.00 2530.00 CS
42 cs2609 20251015 2571.00 ... 2570.00 2571.00 CS
43 eb2510 20251015 6416.00 ... 6442.00 6559.00 EB
44 eb2511 20251015 6513.00 ... 6544.00 6608.00 EB
45 eb2512 20251015 6550.00 ... 6566.00 6627.00 EB
46 eb2601 20251015 6590.00 ... 6609.00 6668.00 EB
47 eb2602 20251015 6647.00 ... 6667.00 6714.00 EB
48 eb2603 20251015 6712.00 ... 6727.00 6760.00 EB
49 eb2604 20251015 6731.00 ... 6765.00 6821.00 EB
50 eb2605 20251015 6777.00 ... 6795.00 6845.00 EB
51 eb2606 20251015 6825.00 ... 6828.00 6873.00 EB
52 eb2607 20251015 6828.00 ... 6852.00 6872.00 EB
53 eb2608 20251015 6870.00 ... 6870.00 6895.00 EB
54 eb2609 20251015 6875.00 ... 6889.00 6888.00 EB
55 eg2510 20251015 4080.00 ... 4089.00 4094.00 EG
56 eg2511 20251015 4060.00 ... 4073.00 4087.00 EG
57 eg2512 20251015 4040.00 ... 4054.00 4067.00 EG
58 eg2601 20251015 4037.00 ... 4048.00 4072.00 EG
59 eg2602 20251015 4058.00 ... 4053.00 4077.00 EG
60 eg2603 20251015 4073.00 ... 4074.00 4079.00 EG
61 eg2604 20251015 4116.00 ... 4135.00 4146.00 EG
62 eg2605 20251015 4129.00 ... 4134.00 4161.00 EG
63 eg2606 20251015 4131.00 ... 4143.00 4163.00 EG
64 eg2607 20251015 4171.00 ... 4171.00 4175.00 EG
65 eg2608 20251015 4161.00 ... 4170.00 4185.00 EG
66 eg2609 20251015 4202.00 ... 4202.00 4199.00 EG
67 fb2510 20251015 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251015 1247.00 ... 1256.00 1257.50 FB
69 fb2512 20251015 1259.50 ... 1256.00 1261.00 FB
70 fb2601 20251015 1266.00 ... 1264.50 1271.00 FB
71 fb2602 20251015 1269.00 ... 1270.50 1273.50 FB
72 fb2603 20251015 1263.50 ... 1264.50 1266.00 FB
73 fb2604 20251015 1265.50 ... 1264.50 1271.00 FB
74 fb2605 20251015 1288.50 ... 1288.50 1273.00 FB
75 fb2606 20251015 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251015 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251015 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251015 0.00 ... 1296.00 1296.00 FB
79 i2510 20251015 805.50 ... 806.00 808.50 I
80 i2511 20251015 800.50 ... 798.00 805.00 I
81 i2512 20251015 793.50 ... 792.00 797.50 I
82 i2601 20251015 784.00 ... 780.50 788.00 I
83 i2602 20251015 780.00 ... 779.50 781.50 I
84 i2603 20251015 775.00 ... 773.50 779.50 I
85 i2604 20251015 769.50 ... 768.50 773.50 I
86 i2605 20251015 761.00 ... 759.00 765.00 I
87 i2606 20251015 756.50 ... 753.00 762.00 I
88 i2607 20251015 750.00 ... 748.50 757.50 I
89 i2608 20251015 747.00 ... 743.00 753.00 I
90 i2609 20251015 740.00 ... 736.50 747.00 I
91 j2510 20251015 0.00 ... 1600.00 1600.00 J
92 j2511 20251015 1580.00 ... 1578.00 1586.00 J
93 j2512 20251015 1609.50 ... 1607.00 1608.00 J
94 j2601 20251015 1640.50 ... 1635.50 1636.50 J
95 j2602 20251015 1663.00 ... 1663.00 1653.00 J
96 j2603 20251015 0.00 ... 1676.50 1676.50 J
97 j2604 20251015 1778.00 ... 1762.50 1773.50 J
98 j2605 20251015 1802.50 ... 1781.50 1781.00 J
99 j2606 20251015 0.00 ... 1814.00 1814.00 J
100 j2607 20251015 0.00 ... 1833.50 1833.50 J
101 j2608 20251015 0.00 ... 1865.00 1865.00 J
102 j2609 20251015 1865.00 ... 1864.50 1866.50 J
103 jd2510 20251015 2701.00 ... 2708.00 2685.00 JD
104 jd2511 20251015 2870.00 ... 2848.00 2847.00 JD
105 jd2512 20251015 3040.00 ... 3021.00 3028.00 JD
106 jd2601 20251015 3245.00 ... 3209.00 3232.00 JD
107 jd2602 20251015 3048.00 ... 3026.00 3044.00 JD
108 jd2603 20251015 3065.00 ... 3037.00 3060.00 JD
109 jd2604 20251015 3168.00 ... 3157.00 3168.00 JD
110 jd2605 20251015 3340.00 ... 3343.00 3345.00 JD
111 jd2606 20251015 3231.00 ... 3233.00 3235.00 JD
112 jd2607 20251015 3479.00 ... 3471.00 3479.00 JD
113 jd2608 20251015 3966.00 ... 3966.00 3966.00 JD
114 jd2609 20251015 3868.00 ... 3867.00 3866.00 JD
115 jm2510 20251015 1047.00 ... 999.00 951.00 JM
116 jm2511 20251015 1015.00 ... 1024.00 1009.00 JM
117 jm2512 20251015 1080.50 ... 1080.50 1072.50 JM
118 jm2601 20251015 1150.00 ... 1147.00 1139.50 JM
119 jm2602 20251015 1178.00 ... 1172.50 1167.50 JM
120 jm2603 20251015 1197.50 ... 1190.00 1185.50 JM
121 jm2604 20251015 1206.50 ... 1204.50 1207.00 JM
122 jm2605 20251015 1234.00 ... 1222.00 1223.00 JM
123 jm2606 20251015 1248.00 ... 1241.50 1247.00 JM
124 jm2607 20251015 1268.00 ... 1262.50 1260.50 JM
125 jm2608 20251015 1288.00 ... 1284.50 1279.00 JM
126 jm2609 20251015 1310.00 ... 1305.00 1309.00 JM
127 l2510 20251015 0.00 ... 6856.00 6856.00 L
128 l2511 20251015 6873.00 ... 6895.00 6922.00 L
129 l2512 20251015 6887.00 ... 6906.00 6928.00 L
130 l2601 20251015 6890.00 ... 6908.00 6936.00 L
131 l2602 20251015 6889.00 ... 6910.00 6924.00 L
132 l2603 20251015 6906.00 ... 6931.00 6944.00 L
133 l2604 20251015 6931.00 ... 6940.00 6984.00 L
134 l2605 20251015 6949.00 ... 6940.00 6975.00 L
135 l2606 20251015 6943.00 ... 6947.00 6953.00 L
136 l2607 20251015 6975.00 ... 6975.00 7007.00 L
137 l2608 20251015 6986.00 ... 6994.00 7015.00 L
138 l2609 20251015 6980.00 ... 6969.00 7018.00 L
139 lg2511 20251015 790.00 ... 792.50 791.00 LG
140 lg2601 20251015 823.00 ... 821.00 820.00 LG
141 lg2603 20251015 831.00 ... 828.00 827.50 LG
142 lg2605 20251015 831.50 ... 829.50 828.50 LG
143 lg2607 20251015 830.00 ... 830.00 830.00 LG
144 lg2609 20251015 830.50 ... 830.00 831.50 LG
145 lh2511 20251015 11555.00 ... 11485.00 11355.00 LH
146 lh2601 20251015 12405.00 ... 12300.00 12335.00 LH
147 lh2603 20251015 11850.00 ... 11735.00 11825.00 LH
148 lh2605 20251015 12470.00 ... 12335.00 12445.00 LH
149 lh2607 20251015 13265.00 ... 13170.00 13250.00 LH
150 lh2609 20251015 13920.00 ... 13925.00 13945.00 LH
151 m2511 20251015 2887.00 ... 2894.00 2896.00 M
152 m2512 20251015 2921.00 ... 2930.00 2936.00 M
153 m2601 20251015 2902.00 ... 2914.00 2912.00 M
154 m2603 20251015 2879.00 ... 2893.00 2890.00 M
155 m2605 20251015 2734.00 ... 2737.00 2736.00 M
156 m2607 20251015 2713.00 ... 2721.00 2719.00 M
157 m2608 20251015 2838.00 ... 2845.00 2841.00 M
158 m2609 20251015 2838.00 ... 2850.00 2846.00 M
159 p2510 20251015 9118.00 ... 9120.00 9184.00 P
160 p2511 20251015 9232.00 ... 9210.00 9266.00 P
161 p2512 20251015 9248.00 ... 9262.00 9314.00 P
162 p2601 20251015 9302.00 ... 9316.00 9366.00 P
163 p2602 20251015 9326.00 ... 9330.00 9358.00 P
164 p2603 20251015 9304.00 ... 9322.00 9332.00 P
165 p2604 20251015 9264.00 ... 9290.00 9312.00 P
166 p2605 20251015 9200.00 ... 9228.00 9238.00 P
167 p2606 20251015 9120.00 ... 9142.00 9108.00 P
168 p2607 20251015 9036.00 ... 9056.00 9012.00 P
169 p2608 20251015 8982.00 ... 8976.00 8956.00 P
170 p2609 20251015 8838.00 ... 8896.00 8884.00 P
171 pg2510 20251015 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251015 4115.00 ... 4141.00 4118.00 PG
173 pg2512 20251015 3955.00 ... 3993.00 3981.00 PG
174 pg2601 20251015 3883.00 ... 3908.00 3904.00 PG
175 pg2602 20251015 3808.00 ... 3836.00 3835.00 PG
176 pg2603 20251015 3740.00 ... 3757.00 3762.00 PG
177 pg2604 20251015 4119.00 ... 4152.00 4147.00 PG
178 pg2605 20251015 4044.00 ... 4067.00 4076.00 PG
179 pg2606 20251015 4007.00 ... 4006.00 4017.00 PG
180 pg2607 20251015 3946.00 ... 3950.00 3974.00 PG
181 pg2608 20251015 3910.00 ... 3905.00 3917.00 PG
182 pg2609 20251015 3840.00 ... 3848.00 3859.00 PG
183 pp2510 20251015 6482.00 ... 6482.00 6536.00 PP
184 pp2511 20251015 6508.00 ... 6519.00 6551.00 PP
185 pp2512 20251015 6565.00 ... 6562.00 6593.00 PP
186 pp2601 20251015 6575.00 ... 6590.00 6628.00 PP
187 pp2602 20251015 6572.00 ... 6585.00 6620.00 PP
188 pp2603 20251015 6571.00 ... 6593.00 6624.00 PP
189 pp2604 20251015 6600.00 ... 6611.00 6647.00 PP
190 pp2605 20251015 6636.00 ... 6642.00 6683.00 PP
191 pp2606 20251015 6604.00 ... 6612.00 6644.00 PP
192 pp2607 20251015 6600.00 ... 6603.00 6647.00 PP
193 pp2608 20251015 6617.00 ... 6628.00 6670.00 PP
194 pp2609 20251015 6658.00 ... 6673.00 6695.00 PP
195 rr2510 20251015 3631.00 ... 3635.00 3620.00 RR
196 rr2511 20251015 3615.00 ... 3614.00 3615.00 RR
197 rr2512 20251015 3603.00 ... 3608.00 3608.00 RR
198 rr2601 20251015 3626.00 ... 3626.00 3625.00 RR
199 rr2602 20251015 3615.00 ... 3612.00 3613.00 RR
200 rr2603 20251015 3611.00 ... 3613.00 3614.00 RR
201 rr2604 20251015 3614.00 ... 3613.00 3617.00 RR
202 rr2605 20251015 3608.00 ... 3609.00 3612.00 RR
203 rr2606 20251015 3607.00 ... 3603.00 3602.00 RR
204 rr2607 20251015 0.00 ... 3624.00 3624.00 RR
205 rr2608 20251015 3599.00 ... 3605.00 3589.00 RR
206 rr2609 20251015 3616.00 ... 3616.00 3612.00 RR
207 v2510 20251015 4550.00 ... 4561.00 4567.00 V
208 v2511 20251015 4588.00 ... 4593.00 4596.00 V
209 v2512 20251015 4636.00 ... 4635.00 4641.00 V
210 v2601 20251015 4680.00 ... 4680.00 4684.00 V
211 v2602 20251015 4719.00 ... 4727.00 4727.00 V
212 v2603 20251015 4751.00 ... 4758.00 4754.00 V
213 v2604 20251015 4940.00 ... 4953.00 4957.00 V
214 v2605 20251015 5004.00 ... 4993.00 4998.00 V
215 v2606 20251015 5032.00 ... 5028.00 5029.00 V
216 v2607 20251015 5074.00 ... 5067.00 5072.00 V
217 v2608 20251015 5110.00 ... 5102.00 5103.00 V
218 v2609 20251015 5142.00 ... 5129.00 5137.00 V
219 y2511 20251015 8220.00 ... 8246.00 8272.00 Y
220 y2512 20251015 8268.00 ... 8280.00 8306.00 Y
221 y2601 20251015 8224.00 ... 8244.00 8270.00 Y
222 y2603 20251015 8174.00 ... 8198.00 8206.00 Y
223 y2605 20251015 8012.00 ... 8040.00 8040.00 Y
224 y2607 20251015 7940.00 ... 7982.00 7980.00 Y
225 y2608 20251015 7944.00 ... 7968.00 7966.00 Y
226 y2609 20251015 7886.00 ... 7946.00 7924.00 Y
[227 rows x 12 columns]
2025-10-22 16:25:44,310 - future_1d - INFO - ak.get_dce_daily('2025-10-15') done
2025-10-22 16:25:46,093 - future_1d - INFO - save future_daily 2025-10-15 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251016 0.0 ... 52555.0 50755.0 PS
1 PS2511 20251016 50690.0 ... 51755.0 50805.0 PS
2 PS2512 20251016 53160.0 ... 54225.0 53270.0 PS
3 PS2601 20251016 53280.0 ... 54180.0 53165.0 PS
4 PS2602 20251016 52830.0 ... 53995.0 52840.0 PS
5 PS2603 20251016 52705.0 ... 53925.0 52690.0 PS
6 PS2604 20251016 52790.0 ... 53825.0 52600.0 PS
7 PS2605 20251016 52985.0 ... 53700.0 52730.0 PS
8 PS2606 20251016 54475.0 ... 55560.0 54525.0 PS
9 PS2607 20251016 54050.0 ... 55495.0 54410.0 PS
10 PS2608 20251016 53775.0 ... 55065.0 54125.0 PS
11 PS2609 20251016 53780.0 ... 54750.0 53855.0 PS
13 SI2510 20251016 8620.0 ... 8615.0 8620.0 SI
14 SI2511 20251016 8555.0 ... 8575.0 8595.0 SI
15 SI2512 20251016 8955.0 ... 8955.0 8965.0 SI
16 SI2601 20251016 8885.0 ... 8895.0 8905.0 SI
17 SI2602 20251016 8915.0 ... 8890.0 8885.0 SI
18 SI2603 20251016 8890.0 ... 8895.0 8910.0 SI
19 SI2604 20251016 8880.0 ... 8920.0 8940.0 SI
20 SI2605 20251016 8880.0 ... 8925.0 8935.0 SI
21 SI2606 20251016 8940.0 ... 8930.0 8960.0 SI
22 SI2607 20251016 8950.0 ... 8950.0 8935.0 SI
23 SI2608 20251016 8895.0 ... 8965.0 8960.0 SI
24 SI2609 20251016 8950.0 ... 8965.0 8975.0 SI
27 LC2510 20251016 73600.0 ... 73660.0 73220.0 LC
28 LC2511 20251016 72820.0 ... 73820.0 73100.0 LC
29 LC2512 20251016 73000.0 ... 74080.0 73200.0 LC
30 LC2601 20251016 73200.0 ... 74060.0 73200.0 LC
31 LC2602 20251016 72720.0 ... 73780.0 73100.0 LC
32 LC2603 20251016 72800.0 ... 73820.0 72980.0 LC
33 LC2604 20251016 73540.0 ... 74340.0 73640.0 LC
34 LC2605 20251016 73500.0 ... 74320.0 73680.0 LC
35 LC2606 20251016 73580.0 ... 74200.0 73620.0 LC
36 LC2607 20251016 73320.0 ... 74220.0 73560.0 LC
37 LC2608 20251016 73980.0 ... 74460.0 73840.0 LC
38 LC2609 20251016 73820.0 ... 74460.0 73940.0 LC
[36 rows x 12 columns]
2025-10-22 16:25:53,469 - future_1d - INFO - ak.get_gfex_daily('2025-10-16') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251016 ... 85040 84960 CU
1 1 CU2512 20251016 ... 85060 85000 CU
2 2 CU2601 20251016 ... 85010 84840 CU
3 3 CU2602 20251016 ... 84870 84750 CU
4 4 CU2603 20251016 ... 84830 84570 CU
5 5 CU2604 20251016 ... 84800 84860 CU
6 6 CU2605 20251016 ... 84710 84510 CU
7 7 CU2606 20251016 ... 84690 84560 CU
8 8 CU2607 20251016 ... 84460 84370 CU
9 9 CU2608 20251016 ... 84470 84550 CU
10 10 CU2609 20251016 ... 84310 84340 CU
11 11 CU2610 20251016 ... 84110 84340 CU
12 12 BC2511 20251016 ... 75500 75490 BC
13 13 BC2512 20251016 ... 75590 75350 BC
14 14 BC2601 20251016 ... 76570 76860 BC
15 15 BC2602 20251016 ... 75800 75800 BC
16 16 BC2603 20251016 ... 75870 75870 BC
17 17 BC2604 20251016 ... 76520 76520 BC
18 18 BC2605 20251016 ... 75900 75900 BC
19 19 BC2606 20251016 ... 75880 75880 BC
20 20 BC2607 20251016 ... 76570 76570 BC
21 21 BC2608 20251016 ... 75800 75800 BC
22 22 BC2609 20251016 ... 76130 76130 BC
23 23 BC2610 20251016 ... 76130 76130 BC
24 24 AL2511 20251016 ... 20910 20875 AL
25 25 AL2512 20251016 ... 20935 20895 AL
26 26 AL2601 20251016 ... 20940 20900 AL
27 27 AL2602 20251016 ... 20935 20890 AL
28 28 AL2603 20251016 ... 20955 20885 AL
29 29 AL2604 20251016 ... 20985 20910 AL
30 30 AL2605 20251016 ... 20990 20915 AL
31 31 AL2606 20251016 ... 21010 20890 AL
32 32 AL2607 20251016 ... 20970 20925 AL
33 33 AL2608 20251016 ... 20990 20930 AL
34 34 AL2609 20251016 ... 20970 20940 AL
35 35 AL2610 20251016 ... 20985 20940 AL
36 36 ZN2511 20251016 ... 21950 21995 ZN
37 37 ZN2512 20251016 ... 21980 22035 ZN
38 38 ZN2601 20251016 ... 22015 22065 ZN
39 39 ZN2602 20251016 ... 22050 22090 ZN
40 40 ZN2603 20251016 ... 22080 22125 ZN
41 41 ZN2604 20251016 ... 22120 22150 ZN
42 42 ZN2605 20251016 ... 22140 22180 ZN
43 43 ZN2606 20251016 ... 22175 22215 ZN
44 44 ZN2607 20251016 ... 22175 22200 ZN
45 45 ZN2608 20251016 ... 22225 22220 ZN
46 46 ZN2609 20251016 ... 22255 22275 ZN
47 47 ZN2610 20251016 ... 22100 22275 ZN
48 48 PB2511 20251016 ... 17115 17055 PB
49 49 PB2512 20251016 ... 17135 17085 PB
50 50 PB2601 20251016 ... 17135 17085 PB
51 51 PB2602 20251016 ... 17120 16990 PB
52 52 PB2603 20251016 ... 17170 17105 PB
53 53 PB2604 20251016 ... 17190 17190 PB
54 54 PB2605 20251016 ... 17230 17145 PB
55 55 PB2606 20251016 ... 17230 17195 PB
56 56 PB2607 20251016 ... 17160 17160 PB
57 57 PB2608 20251016 ... 17245 17200 PB
58 58 PB2609 20251016 ... 17255 17235 PB
59 59 PB2610 20251016 ... 17235 17235 PB
60 60 NI2511 20251016 ... 120920 121020 NI
61 61 NI2512 20251016 ... 121070 121170 NI
62 62 NI2601 20251016 ... 121290 121390 NI
63 63 NI2602 20251016 ... 121520 121600 NI
64 64 NI2603 20251016 ... 121790 121920 NI
65 65 NI2604 20251016 ... 122050 122100 NI
66 66 NI2605 20251016 ... 122200 122360 NI
67 67 NI2606 20251016 ... 122390 122570 NI
68 68 NI2607 20251016 ... 122720 122850 NI
69 69 NI2608 20251016 ... 123000 123210 NI
70 70 NI2609 20251016 ... 123310 123450 NI
71 71 NI2610 20251016 ... 123480 123450 NI
72 72 SN2511 20251016 ... 280030 280410 SN
73 73 SN2512 20251016 ... 280450 280740 SN
74 74 SN2601 20251016 ... 280580 281030 SN
75 75 SN2602 20251016 ... 280680 280790 SN
76 76 SN2603 20251016 ... 280540 280770 SN
77 77 SN2604 20251016 ... 280560 280770 SN
78 78 SN2605 20251016 ... 280280 280720 SN
79 79 SN2606 20251016 ... 280690 281340 SN
80 80 SN2607 20251016 ... 281020 280840 SN
81 81 SN2608 20251016 ... 281860 281330 SN
82 82 SN2609 20251016 ... 282990 282990 SN
83 83 SN2610 20251016 ... 282070 282990 SN
84 84 AO2511 20251016 ... 2763 2776 AO
85 85 AO2512 20251016 ... 2773 2788 AO
86 86 AO2601 20251016 ... 2784 2799 AO
87 87 AO2602 20251016 ... 2806 2818 AO
88 88 AO2603 20251016 ... 2878 2889 AO
89 89 AO2604 20251016 ... 2894 2901 AO
90 90 AO2605 20251016 ... 2900 2910 AO
91 91 AO2606 20251016 ... 2914 2922 AO
92 92 AO2607 20251016 ... 2923 2930 AO
93 93 AO2608 20251016 ... 2932 2945 AO
94 94 AO2609 20251016 ... 2949 2960 AO
95 95 AO2610 20251016 ... 2946 2960 AO
96 96 AD2511 20251016 ... 20370 20330 AD
97 97 AD2512 20251016 ... 20435 20400 AD
98 98 AD2601 20251016 ... 20480 20445 AD
99 99 AD2602 20251016 ... 20460 20425 AD
100 100 AD2603 20251016 ... 20420 20420 AD
101 101 AD2604 20251016 ... 20420 20405 AD
102 102 AD2605 20251016 ... 20405 20340 AD
103 103 AD2606 20251016 ... 20300 20300 AD
104 104 AD2607 20251016 ... 20270 20270 AD
105 105 AD2608 20251016 ... 20495 20495 AD
106 106 AD2609 20251016 ... 20495 20495 AD
107 107 AD2610 20251016 ... 20495 20495 AD
108 108 AU2511 20251016 ... 963.74 947.9 AU
109 109 AU2512 20251016 ... 963 948.92 AU
110 110 AU2601 20251016 ... 966.54 948.92 AU
111 111 AU2602 20251016 ... 965.94 952.1 AU
112 112 AU2604 20251016 ... 967.76 953.3 AU
113 113 AU2606 20251016 ... 970.88 957.1 AU
114 114 AU2608 20251016 ... 973.76 958.84 AU
115 115 AU2610 20251016 ... 976.74 961.32 AU
116 116 AG2511 20251016 ... 12004 11689 AG
117 117 AG2512 20251016 ... 12002 11675 AG
118 118 AG2601 20251016 ... 12009 11677 AG
119 119 AG2602 20251016 ... 12026 11708 AG
120 120 AG2603 20251016 ... 12045 11700 AG
121 121 AG2604 20251016 ... 12045 11712 AG
122 122 AG2605 20251016 ... 12055 11712 AG
123 123 AG2606 20251016 ... 12077 11756 AG
124 124 AG2607 20251016 ... 12085 11765 AG
125 125 AG2608 20251016 ... 12095 11754 AG
126 126 AG2609 20251016 ... 12125 11808 AG
127 127 AG2610 20251016 ... 12147 11808 AG
128 128 RB2511 20251016 ... 2971 2987 RB
129 129 RB2512 20251016 ... 3017 3031 RB
130 130 RB2601 20251016 ... 3036 3044 RB
131 131 RB2602 20251016 ... 3043 3049 RB
132 132 RB2603 20251016 ... 3064 3074 RB
133 133 RB2604 20251016 ... 3079 3096 RB
134 134 RB2605 20251016 ... 3087 3099 RB
135 135 RB2606 20251016 ... 3103 3114 RB
136 136 RB2607 20251016 ... 3111 3136 RB
137 137 RB2608 20251016 ... 3122 3134 RB
138 138 RB2609 20251016 ... 3129 3143 RB
139 139 RB2610 20251016 ... 3134 3143 RB
140 140 WR2511 20251016 ... 3270 3270 WR
141 141 WR2512 20251016 ... 3353 3353 WR
142 142 WR2601 20251016 ... 3336 3342 WR
143 143 WR2602 20251016 ... 3383 3370 WR
144 144 WR2603 20251016 ... 3361 3361 WR
145 145 WR2604 20251016 ... 3369 3369 WR
146 146 WR2605 20251016 ... 3365 3364 WR
147 147 WR2606 20251016 ... 3363 3363 WR
148 148 WR2607 20251016 ... 3416 3416 WR
149 149 WR2608 20251016 ... 3461 3431 WR
150 150 WR2609 20251016 ... 3430 3430 WR
151 151 WR2610 20251016 ... 3430 3430 WR
152 152 HC2511 20251016 ... 3255 3282 HC
153 153 HC2512 20251016 ... 3249 3254 HC
154 154 HC2601 20251016 ... 3209 3225 HC
155 155 HC2602 20251016 ... 3215 3223 HC
156 156 HC2603 20251016 ... 3215 3233 HC
157 157 HC2604 20251016 ... 3215 3228 HC
158 158 HC2605 20251016 ... 3220 3235 HC
159 159 HC2606 20251016 ... 3226 3237 HC
160 160 HC2607 20251016 ... 3228 3245 HC
161 161 HC2608 20251016 ... 3231 3253 HC
162 162 HC2609 20251016 ... 3240 3259 HC
163 163 HC2610 20251016 ... 3240 3259 HC
164 164 SS2511 20251016 ... 12515 12525 SS
165 165 SS2512 20251016 ... 12545 12555 SS
166 166 SS2601 20251016 ... 12635 12655 SS
167 167 SS2602 20251016 ... 12690 12715 SS
168 168 SS2603 20251016 ... 12760 12795 SS
169 169 SS2604 20251016 ... 12845 12870 SS
170 170 SS2605 20251016 ... 12910 12925 SS
171 171 SS2606 20251016 ... 12960 13000 SS
172 172 SS2607 20251016 ... 13000 13035 SS
173 173 SS2608 20251016 ... 13080 13095 SS
174 174 SS2609 20251016 ... 13120 13170 SS
175 175 SS2610 20251016 ... 13210 13170 SS
176 176 SC2511 20251016 ... 443.2 443.2 SC
177 177 SC2512 20251016 ... 445.6 444.9 SC
178 178 SC2601 20251016 ... 446 445.5 SC
179 179 SC2602 20251016 ... 446.7 445.9 SC
180 180 SC2603 20251016 ... 447.3 447.3 SC
181 181 SC2604 20251016 ... 448.3 448.5 SC
182 182 SC2605 20251016 ... 449.4 448.9 SC
183 183 SC2606 20251016 ... 449.9 450.1 SC
184 184 SC2607 20251016 ... 451.9 450 SC
185 185 SC2608 20251016 ... 452.2 450.6 SC
186 186 SC2609 20251016 ... 451.7 450.6 SC
187 187 SC2610 20251016 ... 449.7 449.7 SC
188 188 SC2612 20251016 ... 451.8 451.5 SC
189 189 SC2703 20251016 ... 450.7 448.6 SC
190 190 SC2706 20251016 ... 453.6 453.6 SC
191 191 SC2709 20251016 ... 450.2 449.9 SC
192 192 SC2712 20251016 ... 450.6 455 SC
193 193 SC2803 20251016 ... 449.9 449 SC
194 194 SC2806 20251016 ... 453.5 448 SC
195 195 SC2809 20251016 ... 451.8 448.9 SC
196 196 LU2511 20251016 ... 3147 3141 LU
197 197 LU2512 20251016 ... 3163 3158 LU
198 198 LU2601 20251016 ... 3163 3161 LU
199 199 LU2602 20251016 ... 3166 3162 LU
200 200 LU2603 20251016 ... 3165 3160 LU
201 201 LU2604 20251016 ... 3176 3161 LU
202 202 LU2605 20251016 ... 3184 3163 LU
203 203 LU2606 20251016 ... 3192 3160 LU
204 204 LU2607 20251016 ... 3191 3175 LU
205 205 LU2608 20251016 ... 3192 3173 LU
206 206 LU2609 20251016 ... 3192 3159 LU
207 207 LU2610 20251016 ... 3185 3152 LU
208 208 FU2511 20251016 ... 2761 2725 FU
209 209 FU2512 20251016 ... 2718 2685 FU
210 210 FU2601 20251016 ... 2694 2669 FU
211 211 FU2602 20251016 ... 2675 2652 FU
212 212 FU2603 20251016 ... 2666 2649 FU
213 213 FU2604 20251016 ... 2663 2647 FU
214 214 FU2605 20251016 ... 2657 2641 FU
215 215 FU2606 20251016 ... 2647 2634 FU
216 216 FU2607 20251016 ... 2642 2626 FU
217 217 FU2608 20251016 ... 2612 2600 FU
218 218 FU2609 20251016 ... 2606 2594 FU
219 219 FU2610 20251016 ... 2595 2584 FU
220 220 BU2511 20251016 ... 3265 3261 BU
221 221 BU2512 20251016 ... 3191 3185 BU
222 222 BU2601 20251016 ... 3161 3149 BU
223 223 BU2602 20251016 ... 3171 3157 BU
224 224 BU2603 20251016 ... 3195 3180 BU
225 225 BU2604 20251016 ... 3199 3188 BU
226 226 BU2605 20251016 ... 3202 3194 BU
227 227 BU2606 20251016 ... 3206 3199 BU
228 228 BU2607 20251016 ... 3213 3222 BU
229 229 BU2608 20251016 ... 3202 3202 BU
230 230 BU2609 20251016 ... 3208 3202 BU
231 231 BU2610 20251016 ... 3187 3202 BU
232 232 BU2612 20251016 ... 3149 3148 BU
233 233 BU2703 20251016 ... 3154 3161 BU
234 234 BU2706 20251016 ... 3168 3168 BU
235 235 BU2709 20251016 ... 3171 3172 BU
236 236 BR2511 20251016 ... 11005 10805 BR
237 237 BR2512 20251016 ... 10930 10745 BR
238 238 BR2601 20251016 ... 10930 10740 BR
239 239 BR2602 20251016 ... 10925 10755 BR
240 240 BR2603 20251016 ... 10890 10760 BR
241 241 BR2604 20251016 ... 10875 10795 BR
242 242 BR2605 20251016 ... 10915 10800 BR
243 243 BR2606 20251016 ... 10980 10865 BR
244 244 BR2607 20251016 ... 11065 11025 BR
245 245 BR2608 20251016 ... 11080 11040 BR
246 246 BR2609 20251016 ... 11180 11080 BR
247 247 BR2610 20251016 ... 11080 11080 BR
248 248 RU2511 20251016 ... 14105 14095 RU
249 249 RU2601 20251016 ... 14845 14850 RU
250 250 RU2603 20251016 ... 14820 14835 RU
251 251 RU2604 20251016 ... 14885 14860 RU
252 252 RU2605 20251016 ... 14830 14855 RU
253 253 RU2606 20251016 ... 14815 14865 RU
254 254 RU2607 20251016 ... 14885 14905 RU
255 255 RU2608 20251016 ... 14865 14915 RU
256 256 RU2609 20251016 ... 14825 14905 RU
257 257 RU2610 20251016 ... 14810 14905 RU
258 258 NR2511 20251016 ... 12295 12110 NR
259 259 NR2512 20251016 ... 12245 12085 NR
260 260 NR2601 20251016 ... 12215 12075 NR
261 261 NR2602 20251016 ... 12195 12055 NR
262 262 NR2603 20251016 ... 12185 12085 NR
263 263 NR2604 20251016 ... 12145 12050 NR
264 264 NR2605 20251016 ... 12165 12045 NR
265 265 NR2606 20251016 ... 12140 12110 NR
266 266 NR2607 20251016 ... 12100 12155 NR
267 267 NR2608 20251016 ... 12090 12090 NR
268 268 NR2609 20251016 ... 12180 12185 NR
269 269 NR2610 20251016 ... 12185 12185 NR
270 270 SP2511 20251016 ... 4850 4854 SP
271 271 SP2512 20251016 ... 4874 4878 SP
272 272 SP2601 20251016 ... 5154 5174 SP
273 273 SP2602 20251016 ... 5168 5188 SP
274 274 SP2603 20251016 ... 5188 5206 SP
275 275 SP2604 20251016 ... 5196 5226 SP
276 276 SP2605 20251016 ... 5220 5240 SP
277 277 SP2606 20251016 ... 5228 5252 SP
278 278 SP2607 20251016 ... 5220 5248 SP
279 279 SP2608 20251016 ... 5234 5248 SP
280 280 SP2609 20251016 ... 5220 5244 SP
281 281 SP2610 20251016 ... 5244 5244 SP
282 282 OP2601 20251016 ... 4210 4214 OP
283 283 OP2602 20251016 ... 4224 4224 OP
284 284 OP2603 20251016 ... 4216 4216 OP
285 285 OP2604 20251016 ... 4232 4232 OP
286 286 OP2605 20251016 ... 4216 4236 OP
287 287 OP2606 20251016 ... 4184 4202 OP
288 288 OP2607 20251016 ... 4242 4242 OP
289 289 OP2608 20251016 ... 4268 4268 OP
290 290 OP2609 20251016 ... 4220 4220 OP
291 291 OP2610 20251016 ... 4220 4220 OP
292 292 EC2510 20251016 ... 1112 1128.2 EC
293 293 EC2512 20251016 ... 1663 1713.4 EC
294 294 EC2602 20251016 ... 1427.9 1481.1 EC
295 295 EC2604 20251016 ... 1114.5 1148.9 EC
296 296 EC2606 20251016 ... 1283.7 1315.7 EC
297 297 EC2608 20251016 ... 1418.2 1458.2 EC
298 298 SC_TAS2511 20251016 ... SC_TAS
299 299 SC_TAS2512 20251016 ... SC_TAS
300 300 SC_TAS2601 20251016 ... SC_TAS
301 301 SC_TAS2602 20251016 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 16:25:53,566 - future_1d - INFO - ak.get_shfe_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 IC2510 20251016 7242.200 ... 7212.600 7272.000 IC
1 IC2511 20251016 7183.200 ... 7111.800 7190.400 IC
2 IC2512 20251016 7123.000 ... 7046.600 7134.400 IC
3 IC2603 20251016 6957.800 ... 6881.600 6972.000 IC
4 IF2510 20251016 4596.400 ... 4611.200 4596.400 IF
5 IF2511 20251016 4573.000 ... 4596.800 4583.800 IF
6 IF2512 20251016 4561.000 ... 4585.800 4572.600 IF
7 IF2603 20251016 4546.400 ... 4564.200 4551.200 IF
8 IH2510 20251016 2994.600 ... 3018.000 2996.800 IH
9 IH2511 20251016 2994.200 ... 3017.200 2994.000 IH
10 IH2512 20251016 2991.000 ... 3017.400 2995.000 IH
11 IH2603 20251016 2989.600 ... 3016.800 2996.000 IH
12 IM2510 20251016 7440.400 ... 7394.000 7451.600 IM
13 IM2511 20251016 7334.000 ... 7276.800 7357.600 IM
14 IM2512 20251016 7255.000 ... 7190.600 7273.800 IM
15 IM2603 20251016 7040.000 ... 6971.400 7054.200 IM
16 T2512 20251016 108.115 ... 108.160 108.100 T
17 T2603 20251016 107.800 ... 107.865 107.780 T
18 T2606 20251016 107.720 ... 107.775 107.705 T
19 TF2512 20251016 105.710 ... 105.705 105.715 TF
20 TF2603 20251016 105.640 ... 105.610 105.610 TF
21 TF2606 20251016 105.610 ... 105.630 105.615 TF
22 TL2512 20251016 114.660 ... 115.020 114.480 TL
23 TL2603 20251016 114.450 ... 114.720 114.160 TL
24 TL2606 20251016 114.280 ... 114.590 114.100 TL
25 TS2512 20251016 102.382 ... 102.368 102.372 TS
26 TS2603 20251016 102.276 ... 102.280 102.274 TS
27 TS2606 20251016 102.316 ... 102.316 102.316 TS
[28 rows x 12 columns]
2025-10-22 16:25:53,753 - future_1d - INFO - ak.get_cffex_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 SC2511 20251016 446.7 ... 443.2 443.2 SC
1 SC2512 20251016 449.6 ... 445.6 444.9 SC
2 SC2601 20251016 450 ... 446 445.5 SC
3 SC2602 20251016 448 ... 446.7 445.9 SC
4 SC2603 20251016 449.5 ... 447.3 447.3 SC
5 SC2604 20251016 452.9 ... 448.3 448.5 SC
6 SC2605 20251016 451.2 ... 449.4 448.9 SC
7 SC2606 20251016 451.9 ... 449.9 450.1 SC
8 SC2607 20251016 453.3 ... 451.9 450 SC
9 SC2608 20251016 448 ... 452.2 450.6 SC
10 SC2609 20251016 453.2 ... 451.7 450.6 SC
11 SC2610 20251016 ... 449.7 449.7 SC
12 SC2612 20251016 451.8 ... 451.8 451.5 SC
13 SC2703 20251016 ... 450.7 448.6 SC
14 SC2706 20251016 ... 453.6 453.6 SC
15 SC2709 20251016 ... 450.2 449.9 SC
16 SC2712 20251016 450.6 ... 450.6 455 SC
17 SC2803 20251016 ... 449.9 449 SC
18 SC2806 20251016 456.9 ... 453.5 448 SC
19 SC2809 20251016 450 ... 451.8 448.9 SC
21 LU2511 20251016 3164 ... 3147 3141 LU
22 LU2512 20251016 3175 ... 3163 3158 LU
23 LU2601 20251016 3179 ... 3163 3161 LU
24 LU2602 20251016 3182 ... 3166 3162 LU
25 LU2603 20251016 3197 ... 3165 3160 LU
26 LU2604 20251016 3191 ... 3176 3161 LU
27 LU2605 20251016 3190 ... 3184 3163 LU
28 LU2606 20251016 3190 ... 3192 3160 LU
29 LU2607 20251016 3191 ... 3191 3175 LU
30 LU2608 20251016 3197 ... 3192 3173 LU
31 LU2609 20251016 3197 ... 3192 3159 LU
32 LU2610 20251016 3182 ... 3185 3152 LU
34 NR2511 20251016 12240 ... 12295 12110 NR
35 NR2512 20251016 12205 ... 12245 12085 NR
36 NR2601 20251016 12215 ... 12215 12075 NR
37 NR2602 20251016 12120 ... 12195 12055 NR
38 NR2603 20251016 12105 ... 12185 12085 NR
39 NR2604 20251016 12110 ... 12145 12050 NR
40 NR2605 20251016 12065 ... 12165 12045 NR
41 NR2606 20251016 ... 12140 12110 NR
42 NR2607 20251016 12100 ... 12100 12155 NR
43 NR2608 20251016 ... 12090 12090 NR
44 NR2609 20251016 12180 ... 12180 12185 NR
45 NR2610 20251016 ... 12185 12185 NR
47 BC2511 20251016 75750 ... 75500 75490 BC
48 BC2512 20251016 75850 ... 75590 75350 BC
49 BC2601 20251016 ... 76570 76860 BC
50 BC2602 20251016 ... 75800 75800 BC
51 BC2603 20251016 ... 75870 75870 BC
52 BC2604 20251016 ... 76520 76520 BC
53 BC2605 20251016 ... 75900 75900 BC
54 BC2606 20251016 ... 75880 75880 BC
55 BC2607 20251016 ... 76570 76570 BC
56 BC2608 20251016 ... 75800 75800 BC
57 BC2609 20251016 ... 76130 76130 BC
58 BC2610 20251016 ... 76130 76130 BC
60 EC2510 20251016 1120 ... 1112 1128.2 EC
61 EC2512 20251016 1690.1 ... 1663 1713.4 EC
62 EC2602 20251016 1452.5 ... 1427.9 1481.1 EC
63 EC2604 20251016 1133 ... 1114.5 1148.9 EC
64 EC2606 20251016 1306.6 ... 1283.7 1315.7 EC
65 EC2608 20251016 1440.4 ... 1418.2 1458.2 EC
68 SC_TAS2511 20251016 ... SC_TAS
69 SC_TAS2512 20251016 ... SC_TAS
70 SC_TAS2601 20251016 ... SC_TAS
71 SC_TAS2602 20251016 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 16:25:53,845 - future_1d - INFO - ak.get_ine_daily('2025-10-16') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251016 9185.0 9185.0 ... 266.28 9182.0 9160.0 AP
1 AP511 20251016 8694.0 8734.0 ... 4660.57 8631.0 8695.0 AP
2 AP512 20251016 8661.0 8661.0 ... 3014.99 8565.0 8660.0 AP
3 AP601 20251016 8677.0 8691.0 ... 1123836.67 8565.0 8668.0 AP
4 AP603 20251016 8594.0 8594.0 ... 1225.84 8454.0 8572.0 AP
5 AP604 20251016 8618.0 8622.0 ... 603.96 8506.0 8607.0 AP
6 AP605 20251016 8678.0 8705.0 ... 81915.60 8553.0 8678.0 AP
7 CF511 20251016 13285.0 13395.0 ... 52906.93 13355.0 13275.0 CF
8 CF601 20251016 13260.0 13335.0 ... 1114456.10 13290.0 13255.0 CF
9 CF603 20251016 13290.0 13355.0 ... 120126.53 13310.0 13285.0 CF
10 CF605 20251016 13325.0 13390.0 ... 209550.20 13345.0 13315.0 CF
11 CF607 20251016 13335.0 13400.0 ... 1103.38 13375.0 13345.0 CF
12 CF609 20251016 13495.0 13545.0 ... 2839.98 13525.0 13495.0 CF
13 CJ512 20251016 10945.0 11220.0 ... 5706.67 11115.0 10975.0 CJ
14 CJ601 20251016 11100.0 11375.0 ... 1285269.52 11240.0 11105.0 CJ
15 CJ603 20251016 11060.0 11310.0 ... 13742.26 11200.0 11055.0 CJ
16 CJ605 20251016 11185.0 11420.0 ... 201495.93 11310.0 11185.0 CJ
17 CJ607 20251016 11290.0 11500.0 ... 3395.35 11415.0 11270.0 CJ
18 CJ609 20251016 11400.0 11625.0 ... 2964.85 11535.0 11405.0 CJ
19 CY510 20251016 0.0 0.0 ... 0.00 19475.0 19395.0 CY
20 CY511 20251016 19675.0 19770.0 ... 2464.93 19720.0 19675.0 CY
21 CY512 20251016 0.0 0.0 ... 0.00 19150.0 19100.0 CY
22 CY601 20251016 19310.0 19415.0 ... 94728.78 19375.0 19295.0 CY
23 CY602 20251016 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251016 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251016 0.0 0.0 ... 0.00 19570.0 19555.0 CY
27 CY606 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251016 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251016 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251016 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251016 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251016 1024.0 1042.0 ... 24408.65 1031.0 1031.0 FG
33 FG512 20251016 1139.0 1151.0 ... 92643.61 1138.0 1137.0 FG
34 FG601 20251016 1137.0 1148.0 ... 3410490.29 1137.0 1134.0 FG
35 FG602 20251016 1206.0 1217.0 ... 36946.81 1204.0 1203.0 FG
36 FG603 20251016 1211.0 1219.0 ... 110594.34 1206.0 1206.0 FG
37 FG604 20251016 1279.0 1285.0 ... 589.81 1271.0 1273.0 FG
38 FG605 20251016 1274.0 1285.0 ... 132654.29 1271.0 1273.0 FG
39 FG606 20251016 1316.0 1325.0 ... 835.95 1310.0 1312.0 FG
40 FG607 20251016 1318.0 1318.0 ... 879.77 1301.0 1304.0 FG
41 FG608 20251016 1355.0 1360.0 ... 1119.94 1353.0 1356.0 FG
42 FG609 20251016 1357.0 1360.0 ... 5266.15 1353.0 1356.0 FG
43 JR511 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251016 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251016 2280.0 2302.0 ... 11338.26 2282.0 2277.0 MA
53 MA512 20251016 2301.0 2312.0 ... 88851.39 2293.0 2287.0 MA
54 MA601 20251016 2299.0 2320.0 ... 1764885.50 2296.0 2292.0 MA
55 MA602 20251016 2321.0 2342.0 ... 55981.34 2316.0 2308.0 MA
56 MA603 20251016 2329.0 2351.0 ... 101811.39 2328.0 2322.0 MA
57 MA604 20251016 2318.0 2344.0 ... 60.69 2334.0 2319.0 MA
58 MA605 20251016 2320.0 2327.0 ... 224906.55 2314.0 2308.0 MA
59 MA606 20251016 2321.0 2322.0 ... 53.18 2312.0 2312.0 MA
60 MA607 20251016 2300.0 2303.0 ... 41.30 2295.0 2292.0 MA
61 MA608 20251016 2283.0 2297.0 ... 16.04 2291.0 2281.0 MA
62 MA609 20251016 2272.0 2283.0 ... 2879.63 2266.0 2266.0 MA
63 OI511 20251016 10093.0 10132.0 ... 27428.07 10099.0 10099.0 OI
64 OI601 20251016 9935.0 9972.0 ... 1585087.06 9937.0 9939.0 OI
65 OI603 20251016 9737.0 9759.0 ... 185129.21 9735.0 9706.0 OI
66 OI605 20251016 9506.0 9517.0 ... 64679.88 9494.0 9485.0 OI
67 OI607 20251016 9456.0 9466.0 ... 982.26 9445.0 9420.0 OI
68 OI609 20251016 9404.0 9427.0 ... 960.26 9414.0 9401.0 OI
69 PF510 20251016 6080.0 6120.0 ... 48.72 6090.0 6088.0 PF
70 PF511 20251016 6084.0 6122.0 ... 48420.17 6098.0 6072.0 PF
71 PF512 20251016 6062.0 6098.0 ... 478410.44 6072.0 6040.0 PF
72 PF601 20251016 6090.0 6114.0 ... 94846.20 6088.0 6054.0 PF
73 PF602 20251016 6040.0 6100.0 ... 206910.32 6066.0 6024.0 PF
74 PF603 20251016 6026.0 6090.0 ... 62719.05 6052.0 6016.0 PF
75 PF604 20251016 6102.0 6140.0 ... 115.97 6104.0 6088.0 PF
76 PF605 20251016 6118.0 6138.0 ... 262.80 6112.0 6096.0 PF
77 PF606 20251016 6098.0 6102.0 ... 6.10 6100.0 6100.0 PF
78 PF607 20251016 6116.0 6154.0 ... 6.14 6136.0 6124.0 PF
79 PF608 20251016 6182.0 6182.0 ... 3.09 6182.0 6140.0 PF
80 PF609 20251016 6150.0 6198.0 ... 12.35 6174.0 6154.0 PF
81 PK510 20251016 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251016 7900.0 7900.0 ... 67678.11 7806.0 7884.0 PK
83 PK512 20251016 7930.0 7944.0 ... 157584.11 7890.0 7958.0 PK
84 PK601 20251016 8060.0 8060.0 ... 518144.61 7998.0 8058.0 PK
85 PK603 20251016 8110.0 8110.0 ... 159904.99 8058.0 8084.0 PK
86 PK604 20251016 8092.0 8094.0 ... 1344.17 8050.0 8086.0 PK
87 PK605 20251016 8126.0 8126.0 ... 22406.29 8074.0 8110.0 PK
88 PL601 20251016 6093.0 6124.0 ... 104191.85 6087.0 6085.0 PL
89 PL602 20251016 6116.0 6158.0 ... 32973.02 6124.0 6124.0 PL
90 PL603 20251016 6130.0 6159.0 ... 21462.11 6129.0 6124.0 PL
91 PL604 20251016 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251016 6097.0 6114.0 ... 36.63 6106.0 6080.0 PL
93 PL606 20251016 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251016 6103.0 6138.0 ... 73.43 6120.0 6211.0 PL
95 PL608 20251016 6106.0 6106.0 ... 12.21 6106.0 6277.0 PL
96 PL609 20251016 0.0 0.0 ... 0.00 6232.0 6232.0 PL
97 PM511 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251016 5586.0 5586.0 ... 16.76 5586.0 5638.0 PR
104 PR511 20251016 5582.0 5618.0 ... 20178.12 5596.0 5568.0 PR
105 PR512 20251016 5596.0 5622.0 ... 346068.28 5592.0 5560.0 PR
106 PR601 20251016 5562.0 5590.0 ... 356592.49 5560.0 5532.0 PR
107 PR602 20251016 5610.0 5632.0 ... 109032.49 5612.0 5576.0 PR
108 PR603 20251016 5590.0 5622.0 ... 117.65 5602.0 5574.0 PR
109 PR604 20251016 5600.0 5622.0 ... 50.45 5606.0 5594.0 PR
110 PR605 20251016 5620.0 5650.0 ... 118.09 5624.0 5612.0 PR
111 PR606 20251016 5656.0 5656.0 ... 8.48 5656.0 5652.0 PR
112 PR607 20251016 5660.0 5660.0 ... 25.45 5656.0 5670.0 PR
113 PR608 20251016 0.0 0.0 ... 0.00 5702.0 5688.0 PR
114 PR609 20251016 5678.0 5678.0 ... 8.52 5678.0 5692.0 PR
115 PX510 20251016 0.0 0.0 ... 3156.00 6326.0 6326.0 PX
116 PX511 20251016 6370.0 6392.0 ... 51062.42 6356.0 6316.0 PX
117 PX512 20251016 6358.0 6390.0 ... 116295.88 6354.0 6304.0 PX
118 PX601 20251016 6342.0 6386.0 ... 553914.28 6346.0 6296.0 PX
119 PX602 20251016 6354.0 6398.0 ... 202869.55 6356.0 6314.0 PX
120 PX603 20251016 6356.0 6400.0 ... 146825.16 6358.0 6320.0 PX
121 PX604 20251016 6358.0 6358.0 ... 3.18 6358.0 6344.0 PX
122 PX605 20251016 6398.0 6422.0 ... 3027.79 6394.0 6342.0 PX
123 PX606 20251016 6418.0 6426.0 ... 12.85 6424.0 6352.0 PX
124 PX607 20251016 0.0 0.0 ... 0.00 6418.0 6374.0 PX
125 PX608 20251016 0.0 0.0 ... 0.00 6434.0 6386.0 PX
126 PX609 20251016 6450.0 6454.0 ... 9.68 6452.0 6394.0 PX
127 RI511 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251016 2385.0 2409.0 ... 2813.23 2398.0 2387.0 RM
134 RM601 20251016 2361.0 2377.0 ... 328359.72 2365.0 2359.0 RM
135 RM603 20251016 2301.0 2313.0 ... 2947.40 2304.0 2297.0 RM
136 RM605 20251016 2300.0 2310.0 ... 68500.38 2302.0 2295.0 RM
137 RM607 20251016 2288.0 2299.0 ... 8377.28 2294.0 2286.0 RM
138 RM608 20251016 2396.0 2405.0 ... 309.84 2402.0 2393.0 RM
139 RM609 20251016 2389.0 2399.0 ... 2420.57 2394.0 2388.0 RM
140 RS511 20251016 5270.0 5275.0 ... 31.53 5256.0 5236.0 RS
141 RS607 20251016 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251016 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251016 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251016 1140.0 1148.0 ... 618.84 1138.0 1151.0 SA
145 SA511 20251016 1160.0 1166.0 ... 24200.26 1155.0 1162.0 SA
146 SA512 20251016 1225.0 1228.0 ... 161424.89 1217.0 1220.0 SA
147 SA601 20251016 1235.0 1240.0 ... 2821122.25 1227.0 1231.0 SA
148 SA602 20251016 1271.0 1277.0 ... 100529.67 1262.0 1267.0 SA
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150 SA604 20251016 1318.0 1322.0 ... 839.13 1311.0 1314.0 SA
151 SA605 20251016 1312.0 1327.0 ... 126298.26 1317.0 1319.0 SA
152 SA606 20251016 1335.0 1344.0 ... 777.83 1336.0 1339.0 SA
153 SA607 20251016 1337.0 1348.0 ... 1115.16 1340.0 1343.0 SA
154 SA608 20251016 1376.0 1383.0 ... 395.93 1375.0 1380.0 SA
155 SA609 20251016 1385.0 1389.0 ... 4943.81 1382.0 1385.0 SA
156 SF510 20251016 5250.0 5300.0 ... 147.45 5266.0 5226.0 SF
157 SF511 20251016 5374.0 5482.0 ... 153306.18 5430.0 5410.0 SF
158 SF512 20251016 5342.0 5470.0 ... 66454.87 5434.0 5388.0 SF
159 SF601 20251016 5332.0 5456.0 ... 423091.83 5410.0 5370.0 SF
160 SF602 20251016 5286.0 5414.0 ... 68186.85 5362.0 5314.0 SF
161 SF603 20251016 5464.0 5586.0 ... 108780.59 5532.0 5490.0 SF
162 SF604 20251016 5468.0 5538.0 ... 5.50 5504.0 5438.0 SF
163 SF605 20251016 5420.0 5556.0 ... 4437.25 5498.0 5464.0 SF
164 SF606 20251016 5410.0 5508.0 ... 51.68 5440.0 5436.0 SF
165 SF607 20251016 5580.0 5674.0 ... 47.85 5630.0 5602.0 SF
166 SF608 20251016 5632.0 5632.0 ... 2.82 5632.0 5598.0 SF
167 SF609 20251016 5554.0 5660.0 ... 106.79 5620.0 5582.0 SF
168 SH510 20251016 0.0 0.0 ... 0.00 2417.0 2400.0 SH
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172 SH602 20251016 2475.0 2495.0 ... 297506.00 2477.0 2466.0 SH
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179 SH609 20251016 2597.0 2610.0 ... 148.52 2606.0 2596.0 SH
180 SM510 20251016 5610.0 5642.0 ... 1174.49 5634.0 5660.0 SM
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188 SM606 20251016 0.0 0.0 ... 0.00 5796.0 5796.0 SM
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195 SR605 20251016 5365.0 5377.0 ... 64185.43 5368.0 5373.0 SR
196 SR607 20251016 5370.0 5384.0 ... 1591.05 5375.0 5384.0 SR
197 SR609 20251016 5382.0 5393.0 ... 3960.57 5381.0 5394.0 SR
198 TA510 20251016 4382.0 4410.0 ... 2056.70 4400.0 4370.0 TA
199 TA511 20251016 4400.0 4430.0 ... 44114.52 4410.0 4378.0 TA
200 TA512 20251016 4410.0 4446.0 ... 151516.62 4420.0 4394.0 TA
201 TA601 20251016 4442.0 4466.0 ... 1398005.58 4442.0 4412.0 TA
202 TA602 20251016 4460.0 4480.0 ... 153250.12 4452.0 4424.0 TA
203 TA603 20251016 4480.0 4496.0 ... 79583.40 4470.0 4438.0 TA
204 TA604 20251016 4488.0 4504.0 ... 38.07 4480.0 4456.0 TA
205 TA605 20251016 4490.0 4524.0 ... 91544.22 4504.0 4474.0 TA
206 TA606 20251016 4520.0 4526.0 ... 15.84 4524.0 4476.0 TA
207 TA607 20251016 0.0 0.0 ... 0.00 4526.0 4492.0 TA
208 TA608 20251016 0.0 0.0 ... 0.00 4538.0 4526.0 TA
209 TA609 20251016 4532.0 4550.0 ... 1390.92 4538.0 4512.0 TA
210 UR510 20251016 1495.0 1495.0 ... 301.99 1495.0 1495.0 UR
211 UR511 20251016 1575.0 1585.0 ... 11581.73 1573.0 1580.0 UR
212 UR512 20251016 1585.0 1597.0 ... 31846.83 1587.0 1590.0 UR
213 UR601 20251016 1599.0 1610.0 ... 495547.68 1597.0 1604.0 UR
214 UR602 20251016 1606.0 1617.0 ... 18143.87 1608.0 1612.0 UR
215 UR603 20251016 1665.0 1668.0 ... 238.29 1655.0 1666.0 UR
216 UR604 20251016 1667.0 1673.0 ... 36.71 1669.0 1669.0 UR
217 UR605 20251016 1669.0 1680.0 ... 46618.44 1670.0 1674.0 UR
218 UR606 20251016 1670.0 1686.0 ... 338.12 1674.0 1680.0 UR
219 UR607 20251016 1703.0 1719.0 ... 81.94 1707.0 1708.0 UR
220 UR608 20251016 1700.0 1715.0 ... 102.37 1706.0 1707.0 UR
221 UR609 20251016 1700.0 1712.0 ... 446.55 1704.0 1707.0 UR
222 WH511 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 16:25:54,141 - future_1d - INFO - ak.get_czce_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 a2511 20251016 3971.00 ... 4000.00 3969.00 A
1 a2601 20251016 4002.00 ... 4020.00 3988.00 A
2 a2603 20251016 4001.00 ... 4022.00 3992.00 A
3 a2605 20251016 4026.00 ... 4053.00 4026.00 A
4 a2607 20251016 4032.00 ... 4049.00 4025.00 A
5 a2609 20251016 4033.00 ... 4053.00 4026.00 A
6 b2510 20251016 0.00 ... 3600.00 3600.00 B
7 b2511 20251016 3609.00 ... 3604.00 3603.00 B
8 b2512 20251016 3623.00 ... 3619.00 3614.00 B
9 b2601 20251016 3631.00 ... 3631.00 3624.00 B
10 b2602 20251016 3634.00 ... 3641.00 3632.00 B
11 b2603 20251016 3600.00 ... 3603.00 3594.00 B
12 b2604 20251016 3509.00 ... 3509.00 3508.00 B
13 b2605 20251016 3447.00 ... 3447.00 3442.00 B
14 b2606 20251016 3413.00 ... 3418.00 3414.00 B
15 b2607 20251016 3425.00 ... 3424.00 3420.00 B
16 b2608 20251016 3521.00 ... 3520.00 3516.00 B
17 b2609 20251016 3546.00 ... 3544.00 3536.00 B
18 bb2511 20251016 0.00 ... 144.50 144.50 BB
19 bb2601 20251016 147.35 ... 147.35 146.95 BB
20 bb2603 20251016 146.80 ... 146.90 147.10 BB
21 bb2605 20251016 0.00 ... 147.70 147.70 BB
22 bb2607 20251016 0.00 ... 152.40 152.60 BB
23 bb2609 20251016 0.00 ... 152.40 152.60 BB
24 bz2603 20251016 5595.00 ... 5589.00 5585.00 BZ
25 bz2604 20251016 5586.00 ... 5593.00 5576.00 BZ
26 bz2605 20251016 5586.00 ... 5571.00 5588.00 BZ
27 bz2606 20251016 5517.00 ... 5597.00 5573.00 BZ
28 bz2607 20251016 5530.00 ... 5530.00 5660.00 BZ
29 bz2608 20251016 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251016 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251016 2107.00 ... 2106.00 2097.00 C
32 c2601 20251016 2124.00 ... 2131.00 2119.00 C
33 c2603 20251016 2157.00 ... 2161.00 2148.00 C
34 c2605 20251016 2218.00 ... 2227.00 2208.00 C
35 c2607 20251016 2232.00 ... 2240.00 2223.00 C
36 c2609 20251016 2247.00 ... 2255.00 2238.00 C
37 cs2511 20251016 2399.00 ... 2389.00 2390.00 CS
38 cs2601 20251016 2415.00 ... 2416.00 2407.00 CS
39 cs2603 20251016 2434.00 ... 2434.00 2427.00 CS
40 cs2605 20251016 2530.00 ... 2535.00 2521.00 CS
41 cs2607 20251016 2541.00 ... 2549.00 2532.00 CS
42 cs2609 20251016 2583.00 ... 2587.00 2570.00 CS
43 eb2510 20251016 0.00 ... 6442.00 6442.00 EB
44 eb2511 20251016 6550.00 ... 6524.00 6544.00 EB
45 eb2512 20251016 6611.00 ... 6552.00 6566.00 EB
46 eb2601 20251016 6622.00 ... 6597.00 6609.00 EB
47 eb2602 20251016 6686.00 ... 6648.00 6667.00 EB
48 eb2603 20251016 6737.00 ... 6711.00 6727.00 EB
49 eb2604 20251016 6764.00 ... 6741.00 6765.00 EB
50 eb2605 20251016 6804.00 ... 6714.00 6795.00 EB
51 eb2606 20251016 6837.00 ... 6809.00 6828.00 EB
52 eb2607 20251016 6881.00 ... 6836.00 6852.00 EB
53 eb2608 20251016 6815.00 ... 6840.00 6870.00 EB
54 eb2609 20251016 6851.00 ... 6896.00 6889.00 EB
55 eg2510 20251016 4086.00 ... 4092.00 4089.00 EG
56 eg2511 20251016 4094.00 ... 4071.00 4073.00 EG
57 eg2512 20251016 4059.00 ... 4053.00 4054.00 EG
58 eg2601 20251016 4057.00 ... 4056.00 4048.00 EG
59 eg2602 20251016 4060.00 ... 4082.00 4053.00 EG
60 eg2603 20251016 4071.00 ... 4073.00 4074.00 EG
61 eg2604 20251016 4124.00 ... 4150.00 4135.00 EG
62 eg2605 20251016 4138.00 ... 4144.00 4134.00 EG
63 eg2606 20251016 4123.00 ... 4159.00 4143.00 EG
64 eg2607 20251016 0.00 ... 4171.00 4171.00 EG
65 eg2608 20251016 4161.00 ... 4163.00 4170.00 EG
66 eg2609 20251016 4171.00 ... 4171.00 4202.00 EG
67 fb2510 20251016 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251016 1253.50 ... 1253.50 1256.00 FB
69 fb2512 20251016 1255.00 ... 1255.50 1256.00 FB
70 fb2601 20251016 1262.50 ... 1263.00 1264.50 FB
71 fb2602 20251016 1265.00 ... 1264.00 1270.50 FB
72 fb2603 20251016 1262.50 ... 1260.00 1264.50 FB
73 fb2604 20251016 1263.00 ... 1261.50 1264.50 FB
74 fb2605 20251016 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251016 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251016 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251016 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251016 0.00 ... 1296.00 1296.00 FB
79 i2510 20251016 0.00 ... 806.00 806.00 I
80 i2511 20251016 796.50 ... 790.50 798.00 I
81 i2512 20251016 790.50 ... 784.00 792.00 I
82 i2601 20251016 780.00 ... 772.50 780.50 I
83 i2602 20251016 775.50 ... 770.50 779.50 I
84 i2603 20251016 772.50 ... 765.50 773.50 I
85 i2604 20251016 767.00 ... 761.00 768.50 I
86 i2605 20251016 757.00 ... 750.50 759.00 I
87 i2606 20251016 751.50 ... 745.50 753.00 I
88 i2607 20251016 747.00 ... 741.00 748.50 I
89 i2608 20251016 742.50 ... 736.00 743.00 I
90 i2609 20251016 734.00 ... 729.50 736.50 I
91 j2510 20251016 0.00 ... 1600.00 1600.00 J
92 j2511 20251016 1581.50 ... 1588.00 1578.00 J
93 j2512 20251016 1611.50 ... 1611.00 1607.00 J
94 j2601 20251016 1642.00 ... 1649.00 1635.50 J
95 j2602 20251016 1670.50 ... 1674.50 1663.00 J
96 j2603 20251016 1690.50 ... 1714.50 1676.50 J
97 j2604 20251016 1774.50 ... 1765.50 1762.50 J
98 j2605 20251016 1800.00 ... 1797.00 1781.50 J
99 j2606 20251016 1805.00 ... 1820.50 1814.00 J
100 j2607 20251016 0.00 ... 1833.50 1833.50 J
101 j2608 20251016 0.00 ... 1865.00 1865.00 J
102 j2609 20251016 1870.50 ... 1876.00 1864.50 J
103 jd2510 20251016 2790.00 ... 2750.00 2708.00 JD
104 jd2511 20251016 2856.00 ... 2834.00 2848.00 JD
105 jd2512 20251016 3013.00 ... 2990.00 3021.00 JD
106 jd2601 20251016 3203.00 ... 3180.00 3209.00 JD
107 jd2602 20251016 3027.00 ... 3000.00 3026.00 JD
108 jd2603 20251016 3037.00 ... 3015.00 3037.00 JD
109 jd2604 20251016 3156.00 ... 3137.00 3157.00 JD
110 jd2605 20251016 3346.00 ... 3342.00 3343.00 JD
111 jd2606 20251016 3234.00 ... 3233.00 3233.00 JD
112 jd2607 20251016 3474.00 ... 3482.00 3471.00 JD
113 jd2608 20251016 3973.00 ... 3966.00 3966.00 JD
114 jd2609 20251016 3868.00 ... 3862.00 3867.00 JD
115 jm2510 20251016 0.00 ... 999.00 999.00 JM
116 jm2511 20251016 1034.00 ... 1057.00 1024.00 JM
117 jm2512 20251016 1088.00 ... 1098.50 1080.50 JM
118 jm2601 20251016 1155.00 ... 1162.00 1147.00 JM
119 jm2602 20251016 1181.00 ... 1188.00 1172.50 JM
120 jm2603 20251016 1198.00 ... 1208.50 1190.00 JM
121 jm2604 20251016 1214.00 ... 1227.00 1204.50 JM
122 jm2605 20251016 1236.50 ... 1244.00 1222.00 JM
123 jm2606 20251016 1241.50 ... 1267.00 1241.50 JM
124 jm2607 20251016 1274.50 ... 1282.00 1262.50 JM
125 jm2608 20251016 1282.50 ... 1303.00 1284.50 JM
126 jm2609 20251016 1315.00 ... 1327.50 1305.00 JM
127 l2510 20251016 0.00 ... 6856.00 6856.00 L
128 l2511 20251016 6898.00 ... 6889.00 6895.00 L
129 l2512 20251016 6912.00 ... 6899.00 6906.00 L
130 l2601 20251016 6912.00 ... 6907.00 6908.00 L
131 l2602 20251016 6923.00 ... 6911.00 6910.00 L
132 l2603 20251016 6945.00 ... 6926.00 6931.00 L
133 l2604 20251016 6943.00 ... 6961.00 6940.00 L
134 l2605 20251016 6957.00 ... 6947.00 6940.00 L
135 l2606 20251016 6961.00 ... 6960.00 6947.00 L
136 l2607 20251016 6954.00 ... 6977.00 6975.00 L
137 l2608 20251016 6958.00 ... 6991.00 6994.00 L
138 l2609 20251016 6978.00 ... 6983.00 6969.00 L
139 lg2511 20251016 798.00 ... 796.00 792.50 LG
140 lg2601 20251016 820.00 ... 823.50 821.00 LG
141 lg2603 20251016 829.50 ... 829.50 828.00 LG
142 lg2605 20251016 827.50 ... 830.00 829.50 LG
143 lg2607 20251016 828.00 ... 829.50 830.00 LG
144 lg2609 20251016 0.00 ... 831.50 830.00 LG
145 lh2511 20251016 11430.00 ... 11300.00 11485.00 LH
146 lh2601 20251016 12175.00 ... 11975.00 12300.00 LH
147 lh2603 20251016 11665.00 ... 11565.00 11735.00 LH
148 lh2605 20251016 12300.00 ... 12185.00 12335.00 LH
149 lh2607 20251016 13180.00 ... 12990.00 13170.00 LH
150 lh2609 20251016 13900.00 ... 13805.00 13925.00 LH
151 m2511 20251016 2885.00 ... 2893.00 2894.00 M
152 m2512 20251016 2932.00 ... 2931.00 2930.00 M
153 m2601 20251016 2913.00 ... 2915.00 2914.00 M
154 m2603 20251016 2897.00 ... 2896.00 2893.00 M
155 m2605 20251016 2738.00 ... 2741.00 2737.00 M
156 m2607 20251016 2723.00 ... 2725.00 2721.00 M
157 m2608 20251016 2848.00 ... 2848.00 2845.00 M
158 m2609 20251016 2859.00 ... 2854.00 2850.00 M
159 p2510 20251016 0.00 ... 9120.00 9120.00 P
160 p2511 20251016 9242.00 ... 9236.00 9210.00 P
161 p2512 20251016 9280.00 ... 9278.00 9262.00 P
162 p2601 20251016 9330.00 ... 9326.00 9316.00 P
163 p2602 20251016 9326.00 ... 9328.00 9330.00 P
164 p2603 20251016 9342.00 ... 9336.00 9322.00 P
165 p2604 20251016 9306.00 ... 9322.00 9290.00 P
166 p2605 20251016 9246.00 ... 9256.00 9228.00 P
167 p2606 20251016 9158.00 ... 9168.00 9142.00 P
168 p2607 20251016 9064.00 ... 9078.00 9056.00 P
169 p2608 20251016 9000.00 ... 9000.00 8976.00 P
170 p2609 20251016 8930.00 ... 8952.00 8896.00 P
171 pg2510 20251016 4350.00 ... 4340.00 4248.00 PG
172 pg2511 20251016 4165.00 ... 4199.00 4141.00 PG
173 pg2512 20251016 4030.00 ... 4079.00 3993.00 PG
174 pg2601 20251016 3947.00 ... 3987.00 3908.00 PG
175 pg2602 20251016 3868.00 ... 3897.00 3836.00 PG
176 pg2603 20251016 3783.00 ... 3818.00 3757.00 PG
177 pg2604 20251016 4164.00 ... 4193.00 4152.00 PG
178 pg2605 20251016 4086.00 ... 4113.00 4067.00 PG
179 pg2606 20251016 4020.00 ... 4053.00 4006.00 PG
180 pg2607 20251016 3958.00 ... 3980.00 3950.00 PG
181 pg2608 20251016 3938.00 ... 3944.00 3905.00 PG
182 pg2609 20251016 3879.00 ... 3869.00 3848.00 PG
183 pp2510 20251016 6482.00 ... 6482.00 6482.00 PP
184 pp2511 20251016 6539.00 ... 6524.00 6519.00 PP
185 pp2512 20251016 6572.00 ... 6571.00 6562.00 PP
186 pp2601 20251016 6597.00 ... 6598.00 6590.00 PP
187 pp2602 20251016 6584.00 ... 6594.00 6585.00 PP
188 pp2603 20251016 6594.00 ... 6587.00 6593.00 PP
189 pp2604 20251016 6630.00 ... 6641.00 6611.00 PP
190 pp2605 20251016 6653.00 ... 6643.00 6642.00 PP
191 pp2606 20251016 6622.00 ... 6609.00 6612.00 PP
192 pp2607 20251016 6608.00 ... 6591.00 6603.00 PP
193 pp2608 20251016 6621.00 ... 6639.00 6628.00 PP
194 pp2609 20251016 6680.00 ... 6666.00 6673.00 PP
195 rr2510 20251016 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251016 3624.00 ... 3615.00 3614.00 RR
197 rr2512 20251016 3607.00 ... 3606.00 3608.00 RR
198 rr2601 20251016 3627.00 ... 3626.00 3626.00 RR
199 rr2602 20251016 3617.00 ... 3614.00 3612.00 RR
200 rr2603 20251016 3613.00 ... 3612.00 3613.00 RR
201 rr2604 20251016 3615.00 ... 3615.00 3613.00 RR
202 rr2605 20251016 3609.00 ... 3609.00 3609.00 RR
203 rr2606 20251016 3610.00 ... 3606.00 3603.00 RR
204 rr2607 20251016 3617.00 ... 3611.00 3624.00 RR
205 rr2608 20251016 3601.00 ... 3601.00 3605.00 RR
206 rr2609 20251016 3608.00 ... 3608.00 3616.00 RR
207 v2510 20251016 4545.00 ... 4543.00 4561.00 V
208 v2511 20251016 4593.00 ... 4581.00 4593.00 V
209 v2512 20251016 4646.00 ... 4625.00 4635.00 V
210 v2601 20251016 4673.00 ... 4667.00 4680.00 V
211 v2602 20251016 4725.00 ... 4709.00 4727.00 V
212 v2603 20251016 4752.00 ... 4742.00 4758.00 V
213 v2604 20251016 4953.00 ... 4932.00 4953.00 V
214 v2605 20251016 4996.00 ... 4981.00 4993.00 V
215 v2606 20251016 5007.00 ... 5007.00 5028.00 V
216 v2607 20251016 5039.00 ... 5042.00 5067.00 V
217 v2608 20251016 5087.00 ... 5087.00 5102.00 V
218 v2609 20251016 5130.00 ... 5124.00 5129.00 V
219 y2511 20251016 8254.00 ... 8248.00 8246.00 Y
220 y2512 20251016 8290.00 ... 8294.00 8280.00 Y
221 y2601 20251016 8250.00 ... 8252.00 8244.00 Y
222 y2603 20251016 8196.00 ... 8214.00 8198.00 Y
223 y2605 20251016 8050.00 ... 8054.00 8040.00 Y
224 y2607 20251016 8006.00 ... 8004.00 7982.00 Y
225 y2608 20251016 8014.00 ... 8010.00 7968.00 Y
226 y2609 20251016 7966.00 ... 7966.00 7946.00 Y
[227 rows x 12 columns]
2025-10-22 16:25:54,686 - future_1d - INFO - ak.get_dce_daily('2025-10-16') done
2025-10-22 16:25:56,504 - future_1d - INFO - save future_daily 2025-10-16 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251017 0.0 ... 52545.0 52555.0 PS
1 PS2511 20251017 52020.0 ... 52250.0 51755.0 PS
2 PS2512 20251017 54450.0 ... 54780.0 54225.0 PS
3 PS2601 20251017 54475.0 ... 54780.0 54180.0 PS
4 PS2602 20251017 54100.0 ... 54550.0 53995.0 PS
5 PS2603 20251017 53690.0 ... 54420.0 53925.0 PS
6 PS2604 20251017 54140.0 ... 54355.0 53825.0 PS
7 PS2605 20251017 54200.0 ... 54265.0 53700.0 PS
8 PS2606 20251017 55605.0 ... 55905.0 55560.0 PS
9 PS2607 20251017 55040.0 ... 55630.0 55495.0 PS
10 PS2608 20251017 54770.0 ... 55400.0 55065.0 PS
11 PS2609 20251017 54505.0 ... 55225.0 54750.0 PS
13 SI2510 20251017 8615.0 ... 8615.0 8615.0 SI
14 SI2511 20251017 8580.0 ... 8490.0 8575.0 SI
15 SI2512 20251017 8985.0 ... 8900.0 8955.0 SI
16 SI2601 20251017 8945.0 ... 8850.0 8895.0 SI
17 SI2602 20251017 8945.0 ... 8850.0 8890.0 SI
18 SI2603 20251017 8915.0 ... 8835.0 8895.0 SI
19 SI2604 20251017 8855.0 ... 8865.0 8920.0 SI
20 SI2605 20251017 8960.0 ... 8875.0 8925.0 SI
21 SI2606 20251017 8950.0 ... 8890.0 8930.0 SI
22 SI2607 20251017 8990.0 ... 8890.0 8950.0 SI
23 SI2608 20251017 8940.0 ... 8900.0 8965.0 SI
24 SI2609 20251017 8970.0 ... 8930.0 8965.0 SI
27 LC2510 20251017 75300.0 ... 76180.0 73660.0 LC
28 LC2511 20251017 74900.0 ... 75760.0 73820.0 LC
29 LC2512 20251017 74980.0 ... 75940.0 74080.0 LC
30 LC2601 20251017 75200.0 ... 75900.0 74060.0 LC
31 LC2602 20251017 74760.0 ... 75580.0 73780.0 LC
32 LC2603 20251017 75700.0 ... 75440.0 73820.0 LC
33 LC2604 20251017 74940.0 ... 75880.0 74340.0 LC
34 LC2605 20251017 74960.0 ... 75960.0 74320.0 LC
35 LC2606 20251017 74920.0 ... 75900.0 74200.0 LC
36 LC2607 20251017 75000.0 ... 75580.0 74220.0 LC
37 LC2608 20251017 75020.0 ... 75740.0 74460.0 LC
38 LC2609 20251017 75000.0 ... 75980.0 74460.0 LC
[36 rows x 12 columns]
2025-10-22 16:26:00,650 - future_1d - INFO - ak.get_gfex_daily('2025-10-17') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251017 ... 84720 85040 CU
1 1 CU2512 20251017 ... 84760 85060 CU
2 2 CU2601 20251017 ... 84710 85010 CU
3 3 CU2602 20251017 ... 84610 84870 CU
4 4 CU2603 20251017 ... 84560 84830 CU
5 5 CU2604 20251017 ... 84440 84800 CU
6 6 CU2605 20251017 ... 84470 84710 CU
7 7 CU2606 20251017 ... 84350 84690 CU
8 8 CU2607 20251017 ... 84200 84460 CU
9 9 CU2608 20251017 ... 84120 84470 CU
10 10 CU2609 20251017 ... 83990 84310 CU
11 11 CU2610 20251017 ... 83980 84110 CU
12 12 BC2511 20251017 ... 75250 75500 BC
13 13 BC2512 20251017 ... 75350 75590 BC
14 14 BC2601 20251017 ... 75510 76570 BC
15 15 BC2602 20251017 ... 75800 75800 BC
16 16 BC2603 20251017 ... 75870 75870 BC
17 17 BC2604 20251017 ... 76440 76520 BC
18 18 BC2605 20251017 ... 75900 75900 BC
19 19 BC2606 20251017 ... 75880 75880 BC
20 20 BC2607 20251017 ... 76570 76570 BC
21 21 BC2608 20251017 ... 75800 75800 BC
22 22 BC2609 20251017 ... 76130 76130 BC
23 23 BC2610 20251017 ... 76130 76130 BC
24 24 AL2511 20251017 ... 20960 20910 AL
25 25 AL2512 20251017 ... 20990 20935 AL
26 26 AL2601 20251017 ... 20995 20940 AL
27 27 AL2602 20251017 ... 21005 20935 AL
28 28 AL2603 20251017 ... 21010 20955 AL
29 29 AL2604 20251017 ... 21025 20985 AL
30 30 AL2605 20251017 ... 21040 20990 AL
31 31 AL2606 20251017 ... 21040 21010 AL
32 32 AL2607 20251017 ... 21070 20970 AL
33 33 AL2608 20251017 ... 21025 20990 AL
34 34 AL2609 20251017 ... 21035 20970 AL
35 35 AL2610 20251017 ... 21060 20985 AL
36 36 ZN2511 20251017 ... 21910 21950 ZN
37 37 ZN2512 20251017 ... 21925 21980 ZN
38 38 ZN2601 20251017 ... 21955 22015 ZN
39 39 ZN2602 20251017 ... 21990 22050 ZN
40 40 ZN2603 20251017 ... 22005 22080 ZN
41 41 ZN2604 20251017 ... 22010 22120 ZN
42 42 ZN2605 20251017 ... 22065 22140 ZN
43 43 ZN2606 20251017 ... 22075 22175 ZN
44 44 ZN2607 20251017 ... 22175 22175 ZN
45 45 ZN2608 20251017 ... 22205 22225 ZN
46 46 ZN2609 20251017 ... 22195 22255 ZN
47 47 ZN2610 20251017 ... 22210 22100 ZN
48 48 PB2511 20251017 ... 17050 17115 PB
49 49 PB2512 20251017 ... 17070 17135 PB
50 50 PB2601 20251017 ... 17070 17135 PB
51 51 PB2602 20251017 ... 17070 17120 PB
52 52 PB2603 20251017 ... 17120 17170 PB
53 53 PB2604 20251017 ... 17120 17190 PB
54 54 PB2605 20251017 ... 17150 17230 PB
55 55 PB2606 20251017 ... 17205 17230 PB
56 56 PB2607 20251017 ... 17160 17160 PB
57 57 PB2608 20251017 ... 17235 17245 PB
58 58 PB2609 20251017 ... 17175 17255 PB
59 59 PB2610 20251017 ... 17230 17235 PB
60 60 NI2511 20251017 ... 121340 120920 NI
61 61 NI2512 20251017 ... 121490 121070 NI
62 62 NI2601 20251017 ... 121690 121290 NI
63 63 NI2602 20251017 ... 121870 121520 NI
64 64 NI2603 20251017 ... 122040 121790 NI
65 65 NI2604 20251017 ... 122430 122050 NI
66 66 NI2605 20251017 ... 122570 122200 NI
67 67 NI2606 20251017 ... 122810 122390 NI
68 68 NI2607 20251017 ... 123110 122720 NI
69 69 NI2608 20251017 ... 123310 123000 NI
70 70 NI2609 20251017 ... 124290 123310 NI
71 71 NI2610 20251017 ... 123530 123480 NI
72 72 SN2511 20251017 ... 281380 280030 SN
73 73 SN2512 20251017 ... 281840 280450 SN
74 74 SN2601 20251017 ... 281930 280580 SN
75 75 SN2602 20251017 ... 282070 280680 SN
76 76 SN2603 20251017 ... 281950 280540 SN
77 77 SN2604 20251017 ... 282360 280560 SN
78 78 SN2605 20251017 ... 282090 280280 SN
79 79 SN2606 20251017 ... 282500 280690 SN
80 80 SN2607 20251017 ... 282610 281020 SN
81 81 SN2608 20251017 ... 282980 281860 SN
82 82 SN2609 20251017 ... 283360 282990 SN
83 83 SN2610 20251017 ... 282070 282070 SN
84 84 AO2511 20251017 ... 2779 2763 AO
85 85 AO2512 20251017 ... 2788 2773 AO
86 86 AO2601 20251017 ... 2802 2784 AO
87 87 AO2602 20251017 ... 2821 2806 AO
88 88 AO2603 20251017 ... 2893 2878 AO
89 89 AO2604 20251017 ... 2906 2894 AO
90 90 AO2605 20251017 ... 2919 2900 AO
91 91 AO2606 20251017 ... 2928 2914 AO
92 92 AO2607 20251017 ... 2934 2923 AO
93 93 AO2608 20251017 ... 2941 2932 AO
94 94 AO2609 20251017 ... 2962 2949 AO
95 95 AO2610 20251017 ... 2976 2946 AO
96 96 AD2511 20251017 ... 20395 20370 AD
97 97 AD2512 20251017 ... 20475 20435 AD
98 98 AD2601 20251017 ... 20515 20480 AD
99 99 AD2602 20251017 ... 20495 20460 AD
100 100 AD2603 20251017 ... 20530 20420 AD
101 101 AD2604 20251017 ... 20420 20420 AD
102 102 AD2605 20251017 ... 20375 20405 AD
103 103 AD2606 20251017 ... 20300 20300 AD
104 104 AD2607 20251017 ... 20270 20270 AD
105 105 AD2608 20251017 ... 20390 20495 AD
106 106 AD2609 20251017 ... 20640 20495 AD
107 107 AD2610 20251017 ... 20495 20495 AD
108 108 AU2511 20251017 ... 988.7 963.74 AU
109 109 AU2512 20251017 ... 986.38 963 AU
110 110 AU2601 20251017 ... 989.44 966.54 AU
111 111 AU2602 20251017 ... 989.9 965.94 AU
112 112 AU2604 20251017 ... 992.24 967.76 AU
113 113 AU2606 20251017 ... 995.6 970.88 AU
114 114 AU2608 20251017 ... 997.1 973.76 AU
115 115 AU2610 20251017 ... 1000.74 976.74 AU
116 116 AG2511 20251017 ... 12215 12004 AG
117 117 AG2512 20251017 ... 12230 12002 AG
118 118 AG2601 20251017 ... 12236 12009 AG
119 119 AG2602 20251017 ... 12249 12026 AG
120 120 AG2603 20251017 ... 12258 12045 AG
121 121 AG2604 20251017 ... 12270 12045 AG
122 122 AG2605 20251017 ... 12282 12055 AG
123 123 AG2606 20251017 ... 12293 12077 AG
124 124 AG2607 20251017 ... 12316 12085 AG
125 125 AG2608 20251017 ... 12310 12095 AG
126 126 AG2609 20251017 ... 12327 12125 AG
127 127 AG2610 20251017 ... 12340 12147 AG
128 128 RB2511 20251017 ... 2985 2971 RB
129 129 RB2512 20251017 ... 3033 3017 RB
130 130 RB2601 20251017 ... 3046 3036 RB
131 131 RB2602 20251017 ... 3052 3043 RB
132 132 RB2603 20251017 ... 3075 3064 RB
133 133 RB2604 20251017 ... 3092 3079 RB
134 134 RB2605 20251017 ... 3103 3087 RB
135 135 RB2606 20251017 ... 3118 3103 RB
136 136 RB2607 20251017 ... 3125 3111 RB
137 137 RB2608 20251017 ... 3136 3122 RB
138 138 RB2609 20251017 ... 3139 3129 RB
139 139 RB2610 20251017 ... 3142 3134 RB
140 140 WR2511 20251017 ... 3270 3270 WR
141 141 WR2512 20251017 ... 3355 3353 WR
142 142 WR2601 20251017 ... 3365 3336 WR
143 143 WR2602 20251017 ... 3403 3383 WR
144 144 WR2603 20251017 ... 3361 3361 WR
145 145 WR2604 20251017 ... 3369 3369 WR
146 146 WR2605 20251017 ... 3365 3365 WR
147 147 WR2606 20251017 ... 3363 3363 WR
148 148 WR2607 20251017 ... 3416 3416 WR
149 149 WR2608 20251017 ... 3461 3461 WR
150 150 WR2609 20251017 ... 3430 3430 WR
151 151 WR2610 20251017 ... 3430 3430 WR
152 152 HC2511 20251017 ... 3265 3255 HC
153 153 HC2512 20251017 ... 3255 3249 HC
154 154 HC2601 20251017 ... 3219 3209 HC
155 155 HC2602 20251017 ... 3226 3215 HC
156 156 HC2603 20251017 ... 3226 3215 HC
157 157 HC2604 20251017 ... 3230 3215 HC
158 158 HC2605 20251017 ... 3234 3220 HC
159 159 HC2606 20251017 ... 3228 3226 HC
160 160 HC2607 20251017 ... 3244 3228 HC
161 161 HC2608 20251017 ... 3249 3231 HC
162 162 HC2609 20251017 ... 3252 3240 HC
163 163 HC2610 20251017 ... 3256 3240 HC
164 164 SS2511 20251017 ... 12585 12515 SS
165 165 SS2512 20251017 ... 12615 12545 SS
166 166 SS2601 20251017 ... 12705 12635 SS
167 167 SS2602 20251017 ... 12760 12690 SS
168 168 SS2603 20251017 ... 12845 12760 SS
169 169 SS2604 20251017 ... 12910 12845 SS
170 170 SS2605 20251017 ... 12965 12910 SS
171 171 SS2606 20251017 ... 13045 12960 SS
172 172 SS2607 20251017 ... 13085 13000 SS
173 173 SS2608 20251017 ... 13125 13080 SS
174 174 SS2609 20251017 ... 13175 13120 SS
175 175 SS2610 20251017 ... 13230 13210 SS
176 176 SC2511 20251017 ... 437.9 443.2 SC
177 177 SC2512 20251017 ... 439.6 445.6 SC
178 178 SC2601 20251017 ... 439.5 446 SC
179 179 SC2602 20251017 ... 439.2 446.7 SC
180 180 SC2603 20251017 ... 440.6 447.3 SC
181 181 SC2604 20251017 ... 439.7 448.3 SC
182 182 SC2605 20251017 ... 440.6 449.4 SC
183 183 SC2606 20251017 ... 441.9 449.9 SC
184 184 SC2607 20251017 ... 444 451.9 SC
185 185 SC2608 20251017 ... 445.5 452.2 SC
186 186 SC2609 20251017 ... 445.7 451.7 SC
187 187 SC2610 20251017 ... 447.3 449.7 SC
188 188 SC2612 20251017 ... 445.6 451.8 SC
189 189 SC2703 20251017 ... 448.1 450.7 SC
190 190 SC2706 20251017 ... 451.7 453.6 SC
191 191 SC2709 20251017 ... 450.2 450.2 SC
192 192 SC2712 20251017 ... 445.2 450.6 SC
193 193 SC2803 20251017 ... 446 449.9 SC
194 194 SC2806 20251017 ... 447.1 453.5 SC
195 195 SC2809 20251017 ... 449.2 451.8 SC
196 196 LU2511 20251017 ... 3069 3147 LU
197 197 LU2512 20251017 ... 3096 3163 LU
198 198 LU2601 20251017 ... 3101 3163 LU
199 199 LU2602 20251017 ... 3115 3166 LU
200 200 LU2603 20251017 ... 3116 3165 LU
201 201 LU2604 20251017 ... 3112 3176 LU
202 202 LU2605 20251017 ... 3111 3184 LU
203 203 LU2606 20251017 ... 3117 3192 LU
204 204 LU2607 20251017 ... 3143 3191 LU
205 205 LU2608 20251017 ... 3133 3192 LU
206 206 LU2609 20251017 ... 3154 3192 LU
207 207 LU2610 20251017 ... 3129 3185 LU
208 208 FU2511 20251017 ... 2719 2761 FU
209 209 FU2512 20251017 ... 2674 2718 FU
210 210 FU2601 20251017 ... 2644 2694 FU
211 211 FU2602 20251017 ... 2631 2675 FU
212 212 FU2603 20251017 ... 2620 2666 FU
213 213 FU2604 20251017 ... 2618 2663 FU
214 214 FU2605 20251017 ... 2613 2657 FU
215 215 FU2606 20251017 ... 2609 2647 FU
216 216 FU2607 20251017 ... 2602 2642 FU
217 217 FU2608 20251017 ... 2574 2612 FU
218 218 FU2609 20251017 ... 2575 2606 FU
219 219 FU2610 20251017 ... 2564 2595 FU
220 220 BU2511 20251017 ... 3247 3265 BU
221 221 BU2512 20251017 ... 3172 3191 BU
222 222 BU2601 20251017 ... 3137 3161 BU
223 223 BU2602 20251017 ... 3146 3171 BU
224 224 BU2603 20251017 ... 3164 3195 BU
225 225 BU2604 20251017 ... 3171 3199 BU
226 226 BU2605 20251017 ... 3177 3202 BU
227 227 BU2606 20251017 ... 3182 3206 BU
228 228 BU2607 20251017 ... 3186 3213 BU
229 229 BU2608 20251017 ... 3177 3202 BU
230 230 BU2609 20251017 ... 3184 3208 BU
231 231 BU2610 20251017 ... 3168 3187 BU
232 232 BU2612 20251017 ... 3125 3149 BU
233 233 BU2703 20251017 ... 3150 3154 BU
234 234 BU2706 20251017 ... 3151 3168 BU
235 235 BU2709 20251017 ... 3158 3171 BU
236 236 BR2511 20251017 ... 11035 11005 BR
237 237 BR2512 20251017 ... 10940 10930 BR
238 238 BR2601 20251017 ... 10915 10930 BR
239 239 BR2602 20251017 ... 10890 10925 BR
240 240 BR2603 20251017 ... 10880 10890 BR
241 241 BR2604 20251017 ... 10850 10875 BR
242 242 BR2605 20251017 ... 10945 10915 BR
243 243 BR2606 20251017 ... 10910 10980 BR
244 244 BR2607 20251017 ... 11150 11065 BR
245 245 BR2608 20251017 ... 11185 11080 BR
246 246 BR2609 20251017 ... 11245 11180 BR
247 247 BR2610 20251017 ... 11215 11080 BR
248 248 RU2511 20251017 ... 14065 14105 RU
249 249 RU2601 20251017 ... 14820 14845 RU
250 250 RU2603 20251017 ... 14810 14820 RU
251 251 RU2604 20251017 ... 14800 14885 RU
252 252 RU2605 20251017 ... 14790 14830 RU
253 253 RU2606 20251017 ... 14815 14815 RU
254 254 RU2607 20251017 ... 14840 14885 RU
255 255 RU2608 20251017 ... 14810 14865 RU
256 256 RU2609 20251017 ... 14815 14825 RU
257 257 RU2610 20251017 ... 14855 14810 RU
258 258 NR2511 20251017 ... 12340 12295 NR
259 259 NR2512 20251017 ... 12290 12245 NR
260 260 NR2601 20251017 ... 12215 12215 NR
261 261 NR2602 20251017 ... 12155 12195 NR
262 262 NR2603 20251017 ... 12120 12185 NR
263 263 NR2604 20251017 ... 12120 12145 NR
264 264 NR2605 20251017 ... 12120 12165 NR
265 265 NR2606 20251017 ... 12125 12140 NR
266 266 NR2607 20251017 ... 12145 12100 NR
267 267 NR2608 20251017 ... 12175 12090 NR
268 268 NR2609 20251017 ... 12215 12180 NR
269 269 NR2610 20251017 ... 12265 12185 NR
270 270 SP2511 20251017 ... 4850 4850 SP
271 271 SP2512 20251017 ... 4870 4874 SP
272 272 SP2601 20251017 ... 5124 5154 SP
273 273 SP2602 20251017 ... 5142 5168 SP
274 274 SP2603 20251017 ... 5156 5188 SP
275 275 SP2604 20251017 ... 5174 5196 SP
276 276 SP2605 20251017 ... 5186 5220 SP
277 277 SP2606 20251017 ... 5184 5228 SP
278 278 SP2607 20251017 ... 5190 5220 SP
279 279 SP2608 20251017 ... 5196 5234 SP
280 280 SP2609 20251017 ... 5186 5220 SP
281 281 SP2610 20251017 ... 5190 5244 SP
282 282 OP2601 20251017 ... 4206 4210 OP
283 283 OP2602 20251017 ... 4220 4224 OP
284 284 OP2603 20251017 ... 4216 4216 OP
285 285 OP2604 20251017 ... 4228 4232 OP
286 286 OP2605 20251017 ... 4216 4216 OP
287 287 OP2606 20251017 ... 4198 4184 OP
288 288 OP2607 20251017 ... 4242 4242 OP
289 289 OP2608 20251017 ... 4258 4268 OP
290 290 OP2609 20251017 ... 4220 4220 OP
291 291 OP2610 20251017 ... 4220 4220 OP
292 292 EC2510 20251017 ... 1098.8 1112 EC
293 293 EC2512 20251017 ... 1658.2 1663 EC
294 294 EC2602 20251017 ... 1459.8 1427.9 EC
295 295 EC2604 20251017 ... 1126.4 1114.5 EC
296 296 EC2606 20251017 ... 1288.5 1283.7 EC
297 297 EC2608 20251017 ... 1411.4 1418.2 EC
298 298 SC_TAS2511 20251017 ... SC_TAS
299 299 SC_TAS2512 20251017 ... SC_TAS
300 300 SC_TAS2601 20251017 ... SC_TAS
301 301 SC_TAS2602 20251017 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 16:26:00,753 - future_1d - INFO - ak.get_shfe_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 IC2510 20251017 7212.200 ... 7064.340 7212.600 IC
1 IC2511 20251017 7135.600 ... 6921.800 7111.800 IC
2 IC2512 20251017 7062.000 ... 6865.000 7046.600 IC
3 IC2603 20251017 6880.200 ... 6703.600 6881.600 IC
4 IF2510 20251017 4613.000 ... 4539.860 4611.200 IF
5 IF2511 20251017 4605.600 ... 4497.400 4596.800 IF
6 IF2512 20251017 4582.000 ... 4484.600 4585.800 IF
7 IF2603 20251017 4564.200 ... 4463.000 4564.200 IF
8 IH2510 20251017 3016.600 ... 2983.270 3018.000 IH
9 IH2511 20251017 3024.000 ... 2963.000 3017.200 IH
10 IH2512 20251017 3015.400 ... 2961.600 3017.400 IH
11 IH2603 20251017 3024.000 ... 2962.600 3016.800 IH
12 IM2510 20251017 7402.800 ... 7230.330 7394.000 IM
13 IM2511 20251017 7300.200 ... 7104.000 7276.800 IM
14 IM2512 20251017 7204.800 ... 7024.200 7190.600 IM
15 IM2603 20251017 6975.000 ... 6808.000 6971.400 IM
16 T2512 20251017 108.215 ... 108.265 108.160 T
17 T2603 20251017 108.000 ... 107.955 107.865 T
18 T2606 20251017 107.855 ... 107.845 107.775 T
19 TF2512 20251017 105.740 ... 105.775 105.705 TF
20 TF2603 20251017 105.630 ... 105.680 105.610 TF
21 TF2606 20251017 105.655 ... 105.690 105.630 TF
22 TL2512 20251017 115.220 ... 115.730 115.020 TL
23 TL2603 20251017 114.900 ... 115.410 114.720 TL
24 TL2606 20251017 114.800 ... 115.260 114.590 TL
25 TS2512 20251017 102.362 ... 102.378 102.368 TS
26 TS2603 20251017 102.286 ... 102.290 102.280 TS
27 TS2606 20251017 102.322 ... 102.318 102.316 TS
[28 rows x 12 columns]
2025-10-22 16:26:01,148 - future_1d - INFO - ak.get_cffex_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251017 442.6 443.4 ... 2711807.83 437.9 443.2 SC
1 SC2512 20251017 444 445.6 ... 3930667.83 439.6 445.6 SC
2 SC2601 20251017 444.2 445.7 ... 619601.49 439.5 446 SC
3 SC2602 20251017 444.8 446.2 ... 66816.54 439.2 446.7 SC
4 SC2603 20251017 446.2 447 ... 18022.51 440.6 447.3 SC
5 SC2604 20251017 446.6 446.6 ... 6111.94 439.7 448.3 SC
6 SC2605 20251017 447.6 448 ... 9077.28 440.6 449.4 SC
7 SC2606 20251017 447.7 449 ... 11005.71 441.9 449.9 SC
8 SC2607 20251017 449 449.4 ... 932.48 444 451.9 SC
9 SC2608 20251017 449.8 450.6 ... 668.35 445.5 452.2 SC
10 SC2609 20251017 449.4 452.8 ... 1069.69 445.7 451.7 SC
11 SC2610 20251017 ... 0 447.3 449.7 SC
12 SC2612 20251017 445.1 446.8 ... 267.39 445.6 451.8 SC
13 SC2703 20251017 448.1 448.1 ... 89.62 448.1 450.7 SC
14 SC2706 20251017 ... 0 451.7 453.6 SC
15 SC2709 20251017 ... 0 450.2 450.2 SC
16 SC2712 20251017 444.1 447.6 ... 133.57 445.2 450.6 SC
17 SC2803 20251017 446 446 ... 44.6 446 449.9 SC
18 SC2806 20251017 445.9 449.6 ... 312.99 447.1 453.5 SC
19 SC2809 20251017 447 450.1 ... 1572.51 449.2 451.8 SC
21 LU2511 20251017 3136 3142 ... 17529.145 3069 3147 LU
22 LU2512 20251017 3161 3161 ... 339143.027 3096 3163 LU
23 LU2601 20251017 3156 3156 ... 216954.143 3101 3163 LU
24 LU2602 20251017 3159 3159 ... 49381.996 3115 3166 LU
25 LU2603 20251017 3156 3157 ... 4964.75 3116 3165 LU
26 LU2604 20251017 3140 3140 ... 43.579 3112 3176 LU
27 LU2605 20251017 3148 3161 ... 127.562 3111 3184 LU
28 LU2606 20251017 3157 3157 ... 24.939 3117 3192 LU
29 LU2607 20251017 3160 3168 ... 110.012 3143 3191 LU
30 LU2608 20251017 3157 3161 ... 84.601 3133 3192 LU
31 LU2609 20251017 3170 3178 ... 129.337 3154 3192 LU
32 LU2610 20251017 3150 3150 ... 25.038 3129 3185 LU
34 NR2511 20251017 12325 12425 ... 274418.315 12340 12295 NR
35 NR2512 20251017 12300 12360 ... 798817.15 12290 12245 NR
36 NR2601 20251017 12240 12290 ... 219539.39 12215 12215 NR
37 NR2602 20251017 12165 12240 ... 20717.32 12155 12195 NR
38 NR2603 20251017 12160 12210 ... 4097.445 12120 12185 NR
39 NR2604 20251017 12130 12195 ... 993.87 12120 12145 NR
40 NR2605 20251017 12165 12215 ... 654.505 12120 12165 NR
41 NR2606 20251017 12195 12195 ... 121.27 12125 12140 NR
42 NR2607 20251017 12160 12160 ... 36.44 12145 12100 NR
43 NR2608 20251017 12175 12175 ... 12.175 12175 12090 NR
44 NR2609 20251017 12195 12245 ... 36.655 12215 12180 NR
45 NR2610 20251017 12285 12285 ... 24.535 12265 12185 NR
47 BC2511 20251017 75010 75860 ... 310009.74 75250 75500 BC
48 BC2512 20251017 75200 75880 ... 40882.03 75350 75590 BC
49 BC2601 20251017 75510 75510 ... 37.755 75510 76570 BC
50 BC2602 20251017 ... 0 75800 75800 BC
51 BC2603 20251017 ... 0 75870 75870 BC
52 BC2604 20251017 ... 0 76440 76520 BC
53 BC2605 20251017 ... 0 75900 75900 BC
54 BC2606 20251017 ... 0 75880 75880 BC
55 BC2607 20251017 ... 0 76570 76570 BC
56 BC2608 20251017 ... 0 75800 75800 BC
57 BC2609 20251017 ... 0 76130 76130 BC
58 BC2610 20251017 ... 0 76130 76130 BC
60 EC2510 20251017 1107.9 1108.2 ... 8680.6755 1098.8 1112 EC
61 EC2512 20251017 1658.1 1698.6 ... 247387.476 1658.2 1663 EC
62 EC2602 20251017 1430 1484.5 ... 37672.6205 1459.8 1427.9 EC
63 EC2604 20251017 1130 1144 ... 17065.984 1126.4 1114.5 EC
64 EC2606 20251017 1298 1306.2 ... 1108.1375 1288.5 1283.7 EC
65 EC2608 20251017 1410 1428 ... 1002.164 1411.4 1418.2 EC
68 SC_TAS2511 20251017 ... SC_TAS
69 SC_TAS2512 20251017 ... SC_TAS
70 SC_TAS2601 20251017 ... SC_TAS
71 SC_TAS2602 20251017 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 16:26:01,221 - future_1d - INFO - ak.get_ine_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251017 9170.0 9205.0 ... 128.61 9187.0 9182.0 AP
1 AP511 20251017 8605.0 8894.0 ... 5300.07 8760.0 8631.0 AP
2 AP512 20251017 8602.0 8800.0 ... 4850.62 8677.0 8565.0 AP
3 AP601 20251017 8550.0 8850.0 ... 1421456.27 8669.0 8565.0 AP
4 AP603 20251017 8459.0 8694.0 ... 6020.74 8564.0 8454.0 AP
5 AP604 20251017 8459.0 8741.0 ... 2925.21 8604.0 8506.0 AP
6 AP605 20251017 8520.0 8868.0 ... 144209.77 8654.0 8553.0 AP
7 CF511 20251017 13355.0 13425.0 ... 41938.11 13375.0 13355.0 CF
8 CF601 20251017 13320.0 13380.0 ... 1200405.96 13335.0 13290.0 CF
9 CF603 20251017 13345.0 13400.0 ... 120791.63 13360.0 13310.0 CF
10 CF605 20251017 13370.0 13435.0 ... 271007.61 13390.0 13345.0 CF
11 CF607 20251017 13390.0 13450.0 ... 971.95 13405.0 13375.0 CF
12 CF609 20251017 13530.0 13600.0 ... 3382.27 13555.0 13525.0 CF
13 CJ512 20251017 11215.0 11330.0 ... 8309.27 11250.0 11115.0 CJ
14 CJ601 20251017 11355.0 11480.0 ... 1131335.38 11405.0 11240.0 CJ
15 CJ603 20251017 11255.0 11415.0 ... 16874.78 11340.0 11200.0 CJ
16 CJ605 20251017 11400.0 11520.0 ... 226913.15 11435.0 11310.0 CJ
17 CJ607 20251017 11485.0 11600.0 ... 4037.87 11520.0 11415.0 CJ
18 CJ609 20251017 11620.0 11725.0 ... 2464.54 11655.0 11535.0 CJ
19 CY510 20251017 0.0 0.0 ... 0.00 19545.0 19475.0 CY
20 CY511 20251017 19755.0 19800.0 ... 1404.23 19780.0 19720.0 CY
21 CY512 20251017 0.0 0.0 ... 0.00 19150.0 19150.0 CY
22 CY601 20251017 19385.0 19505.0 ... 122154.26 19445.0 19375.0 CY
23 CY602 20251017 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251017 19520.0 19530.0 ... 29.29 19525.0 19540.0 CY
25 CY604 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251017 0.0 0.0 ... 0.00 19590.0 19570.0 CY
27 CY606 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251017 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251017 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251017 0.0 0.0 ... 0.00 19740.0 19725.0 CY
31 FG510 20251017 1010.0 1010.0 ... 20.20 1010.0 1024.0 FG
32 FG511 20251017 1035.0 1038.0 ... 28607.10 1019.0 1031.0 FG
33 FG512 20251017 1147.0 1147.0 ... 119233.84 1122.0 1138.0 FG
34 FG601 20251017 1145.0 1145.0 ... 5017632.55 1118.0 1137.0 FG
35 FG602 20251017 1213.0 1213.0 ... 70352.69 1184.0 1204.0 FG
36 FG603 20251017 1215.0 1215.0 ... 155715.52 1188.0 1206.0 FG
37 FG604 20251017 1282.0 1283.0 ... 1227.05 1252.0 1271.0 FG
38 FG605 20251017 1284.0 1284.0 ... 216091.54 1252.0 1271.0 FG
39 FG606 20251017 1311.0 1311.0 ... 3098.04 1289.0 1310.0 FG
40 FG607 20251017 1300.0 1303.0 ... 1762.20 1283.0 1301.0 FG
41 FG608 20251017 1356.0 1356.0 ... 1606.99 1337.0 1353.0 FG
42 FG609 20251017 1357.0 1358.0 ... 8075.22 1336.0 1353.0 FG
43 JR511 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251017 2380.0 2380.0 ... 242.47 2245.0 2245.0 MA
52 MA511 20251017 2296.0 2298.0 ... 11643.74 2267.0 2282.0 MA
53 MA512 20251017 2308.0 2309.0 ... 67525.69 2280.0 2293.0 MA
54 MA601 20251017 2314.0 2318.0 ... 1496104.42 2289.0 2296.0 MA
55 MA602 20251017 2338.0 2351.0 ... 39245.75 2314.0 2316.0 MA
56 MA603 20251017 2348.0 2349.0 ... 70874.63 2320.0 2328.0 MA
57 MA604 20251017 2326.0 2328.0 ... 37.13 2321.0 2334.0 MA
58 MA605 20251017 2322.0 2335.0 ... 146210.61 2304.0 2314.0 MA
59 MA606 20251017 2316.0 2316.0 ... 18.41 2302.0 2312.0 MA
60 MA607 20251017 2302.0 2302.0 ... 50.18 2281.0 2295.0 MA
61 MA608 20251017 2293.0 2299.0 ... 29.65 2280.0 2291.0 MA
62 MA609 20251017 2280.0 2290.0 ... 2051.74 2260.0 2266.0 MA
63 OI511 20251017 10099.0 10103.0 ... 34091.60 10048.0 10099.0 OI
64 OI601 20251017 9936.0 9946.0 ... 2244069.40 9894.0 9937.0 OI
65 OI603 20251017 9738.0 9742.0 ... 260093.44 9690.0 9735.0 OI
66 OI605 20251017 9491.0 9512.0 ... 119267.03 9488.0 9494.0 OI
67 OI607 20251017 9438.0 9459.0 ... 1198.94 9440.0 9445.0 OI
68 OI609 20251017 9415.0 9419.0 ... 564.11 9402.0 9414.0 OI
69 PF510 20251017 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251017 6104.0 6140.0 ... 26196.09 6100.0 6098.0 PF
71 PF512 20251017 6090.0 6100.0 ... 539301.68 6068.0 6072.0 PF
72 PF601 20251017 6102.0 6110.0 ... 70178.51 6076.0 6088.0 PF
73 PF602 20251017 6096.0 6096.0 ... 476154.77 6062.0 6066.0 PF
74 PF603 20251017 6082.0 6082.0 ... 299434.93 6050.0 6052.0 PF
75 PF604 20251017 6124.0 6124.0 ... 60.93 6094.0 6104.0 PF
76 PF605 20251017 6116.0 6118.0 ... 82.30 6096.0 6112.0 PF
77 PF606 20251017 0.0 0.0 ... 0.00 6090.0 6100.0 PF
78 PF607 20251017 6112.0 6112.0 ... 3.06 6112.0 6136.0 PF
79 PF608 20251017 6128.0 6128.0 ... 3.06 6128.0 6182.0 PF
80 PF609 20251017 6132.0 6132.0 ... 3.07 6132.0 6174.0 PF
81 PK510 20251017 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251017 7772.0 7786.0 ... 18300.19 7758.0 7806.0 PK
83 PK512 20251017 7858.0 7890.0 ... 107238.90 7864.0 7890.0 PK
84 PK601 20251017 7972.0 8016.0 ... 376924.22 7968.0 7998.0 PK
85 PK603 20251017 8022.0 8080.0 ... 118303.92 8048.0 8058.0 PK
86 PK604 20251017 8038.0 8078.0 ... 627.23 8042.0 8050.0 PK
87 PK605 20251017 8064.0 8102.0 ... 17665.48 8066.0 8074.0 PK
88 PL601 20251017 6115.0 6117.0 ... 109614.61 6049.0 6087.0 PL
89 PL602 20251017 6146.0 6146.0 ... 41693.45 6085.0 6124.0 PL
90 PL603 20251017 6144.0 6144.0 ... 27985.18 6078.0 6129.0 PL
91 PL604 20251017 0.0 0.0 ... 0.00 6078.0 6132.0 PL
92 PL605 20251017 6105.0 6105.0 ... 121.36 6068.0 6106.0 PL
93 PL606 20251017 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251017 6245.0 6245.0 ... 24.98 6245.0 6120.0 PL
95 PL608 20251017 0.0 0.0 ... 0.00 6106.0 6106.0 PL
96 PL609 20251017 0.0 0.0 ... 0.00 6166.0 6232.0 PL
97 PM511 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251017 5648.0 5658.0 ... 4999.66 5650.0 5586.0 PR
104 PR511 20251017 5602.0 5612.0 ... 23601.10 5582.0 5596.0 PR
105 PR512 20251017 5604.0 5616.0 ... 648443.66 5578.0 5592.0 PR
106 PR601 20251017 5580.0 5584.0 ... 647871.80 5542.0 5560.0 PR
107 PR602 20251017 5622.0 5622.0 ... 144456.76 5586.0 5612.0 PR
108 PR603 20251017 5600.0 5600.0 ... 209.10 5576.0 5602.0 PR
109 PR604 20251017 5582.0 5604.0 ... 92.32 5596.0 5606.0 PR
110 PR605 20251017 5618.0 5620.0 ... 176.84 5614.0 5624.0 PR
111 PR606 20251017 0.0 0.0 ... 0.00 5650.0 5656.0 PR
112 PR607 20251017 0.0 0.0 ... 0.00 5652.0 5656.0 PR
113 PR608 20251017 0.0 0.0 ... 0.00 5666.0 5702.0 PR
114 PR609 20251017 0.0 0.0 ... 0.00 5662.0 5678.0 PR
115 PX510 20251017 0.0 0.0 ... 0.00 6314.0 6326.0 PX
116 PX511 20251017 6382.0 6390.0 ... 29548.75 6330.0 6356.0 PX
117 PX512 20251017 6382.0 6400.0 ... 133131.92 6350.0 6354.0 PX
118 PX601 20251017 6376.0 6394.0 ... 458670.60 6334.0 6346.0 PX
119 PX602 20251017 6384.0 6404.0 ... 266298.41 6346.0 6356.0 PX
120 PX603 20251017 6382.0 6402.0 ... 158222.09 6332.0 6358.0 PX
121 PX604 20251017 0.0 0.0 ... 0.00 6312.0 6358.0 PX
122 PX605 20251017 6402.0 6424.0 ... 1919.63 6356.0 6394.0 PX
123 PX606 20251017 6412.0 6412.0 ... 12.76 6382.0 6424.0 PX
124 PX607 20251017 0.0 0.0 ... 0.00 6344.0 6418.0 PX
125 PX608 20251017 0.0 0.0 ... 0.00 6362.0 6434.0 PX
126 PX609 20251017 6396.0 6398.0 ... 31.93 6386.0 6452.0 PX
127 RI511 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251017 2409.0 2413.0 ... 2953.16 2395.0 2398.0 RM
134 RM601 20251017 2366.0 2376.0 ... 607340.54 2338.0 2365.0 RM
135 RM603 20251017 2308.0 2316.0 ... 11487.95 2292.0 2304.0 RM
136 RM605 20251017 2311.0 2313.0 ... 117894.23 2292.0 2302.0 RM
137 RM607 20251017 2298.0 2303.0 ... 9980.30 2284.0 2294.0 RM
138 RM608 20251017 2408.0 2408.0 ... 502.38 2392.0 2402.0 RM
139 RM609 20251017 2398.0 2400.0 ... 3459.53 2386.0 2394.0 RM
140 RS511 20251017 5272.0 5380.0 ... 36.96 5280.0 5256.0 RS
141 RS607 20251017 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251017 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251017 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251017 1150.0 1150.0 ... 644.17 1130.0 1138.0 SA
145 SA511 20251017 1165.0 1165.0 ... 18116.76 1147.0 1155.0 SA
146 SA512 20251017 1224.0 1227.0 ... 153891.39 1208.0 1217.0 SA
147 SA601 20251017 1240.0 1240.0 ... 2547460.89 1219.0 1227.0 SA
148 SA602 20251017 1273.0 1275.0 ... 74440.35 1255.0 1262.0 SA
149 SA603 20251017 1283.0 1284.0 ... 219249.67 1264.0 1269.0 SA
150 SA604 20251017 1318.0 1318.0 ... 2844.80 1298.0 1311.0 SA
151 SA605 20251017 1324.0 1327.0 ... 150285.20 1305.0 1317.0 SA
152 SA606 20251017 1336.0 1337.0 ... 1192.92 1325.0 1336.0 SA
153 SA607 20251017 1340.0 1341.0 ... 2364.60 1331.0 1340.0 SA
154 SA608 20251017 1379.0 1379.0 ... 946.82 1360.0 1375.0 SA
155 SA609 20251017 1384.0 1384.0 ... 6970.24 1370.0 1382.0 SA
156 SF510 20251017 5300.0 5300.0 ... 200.50 5276.0 5266.0 SF
157 SF511 20251017 5464.0 5480.0 ... 73119.39 5440.0 5430.0 SF
158 SF512 20251017 5466.0 5466.0 ... 94354.58 5424.0 5434.0 SF
159 SF601 20251017 5450.0 5456.0 ... 365728.12 5414.0 5410.0 SF
160 SF602 20251017 5410.0 5410.0 ... 58167.88 5370.0 5362.0 SF
161 SF603 20251017 5576.0 5584.0 ... 129522.15 5520.0 5532.0 SF
162 SF604 20251017 5510.0 5510.0 ... 5.51 5508.0 5504.0 SF
163 SF605 20251017 5548.0 5548.0 ... 3772.21 5500.0 5498.0 SF
164 SF606 20251017 5460.0 5460.0 ... 2.73 5460.0 5440.0 SF
165 SF607 20251017 5628.0 5638.0 ... 8.45 5632.0 5630.0 SF
166 SF608 20251017 0.0 0.0 ... 0.00 5632.0 5632.0 SF
167 SF609 20251017 5606.0 5622.0 ... 78.41 5602.0 5620.0 SF
168 SH510 20251017 0.0 0.0 ... 0.00 2367.0 2417.0 SH
169 SH511 20251017 2424.0 2428.0 ... 52350.70 2368.0 2424.0 SH
170 SH512 20251017 2480.0 2480.0 ... 135955.48 2415.0 2475.0 SH
171 SH601 20251017 2455.0 2455.0 ... 3009243.57 2400.0 2451.0 SH
172 SH602 20251017 2488.0 2488.0 ... 580436.98 2451.0 2477.0 SH
173 SH603 20251017 2490.0 2490.0 ... 480021.16 2463.0 2483.0 SH
174 SH604 20251017 2533.0 2535.0 ... 515.93 2492.0 2540.0 SH
175 SH605 20251017 2550.0 2550.0 ... 27719.27 2499.0 2546.0 SH
176 SH606 20251017 2571.0 2572.0 ... 535.21 2513.0 2584.0 SH
177 SH607 20251017 2570.0 2570.0 ... 386.78 2528.0 2584.0 SH
178 SH608 20251017 2584.0 2584.0 ... 130.35 2556.0 2607.0 SH
179 SH609 20251017 2596.0 2600.0 ... 702.38 2573.0 2606.0 SH
180 SM510 20251017 5620.0 5620.0 ... 1991.75 5612.0 5634.0 SM
181 SM511 20251017 5750.0 5754.0 ... 7294.98 5716.0 5744.0 SM
182 SM512 20251017 5750.0 5760.0 ... 274740.52 5726.0 5760.0 SM
183 SM601 20251017 5770.0 5774.0 ... 462441.93 5724.0 5758.0 SM
184 SM602 20251017 5764.0 5774.0 ... 157530.17 5732.0 5766.0 SM
185 SM603 20251017 5752.0 5788.0 ... 322807.03 5746.0 5778.0 SM
186 SM604 20251017 0.0 0.0 ... 0.00 5754.0 5788.0 SM
187 SM605 20251017 5798.0 5808.0 ... 13881.25 5768.0 5796.0 SM
188 SM606 20251017 5770.0 5772.0 ... 28.83 5766.0 5796.0 SM
189 SM607 20251017 5782.0 5782.0 ... 5.77 5766.0 5800.0 SM
190 SM608 20251017 5792.0 5792.0 ... 5.78 5776.0 5808.0 SM
191 SM609 20251017 5812.0 5824.0 ... 1152.91 5794.0 5828.0 SM
192 SR511 20251017 5408.0 5415.0 ... 12079.94 5398.0 5395.0 SR
193 SR601 20251017 5420.0 5430.0 ... 830319.30 5415.0 5403.0 SR
194 SR603 20251017 5398.0 5412.0 ... 204704.93 5399.0 5387.0 SR
195 SR605 20251017 5390.0 5393.0 ... 91801.35 5380.0 5368.0 SR
196 SR607 20251017 5384.0 5397.0 ... 3619.99 5387.0 5375.0 SR
197 SR609 20251017 5400.0 5406.0 ... 2848.80 5395.0 5381.0 SR
198 TA510 20251017 4400.0 4400.0 ... 754.96 4378.0 4400.0 TA
199 TA511 20251017 4416.0 4426.0 ... 31606.79 4392.0 4410.0 TA
200 TA512 20251017 4410.0 4438.0 ... 228955.64 4406.0 4420.0 TA
201 TA601 20251017 4456.0 4458.0 ... 1236124.38 4424.0 4442.0 TA
202 TA602 20251017 4466.0 4470.0 ... 258362.88 4436.0 4452.0 TA
203 TA603 20251017 4476.0 4486.0 ... 101488.76 4450.0 4470.0 TA
204 TA604 20251017 4490.0 4490.0 ... 4.49 4490.0 4480.0 TA
205 TA605 20251017 4514.0 4514.0 ... 97387.38 4482.0 4504.0 TA
206 TA606 20251017 0.0 0.0 ... 0.00 4474.0 4524.0 TA
207 TA607 20251017 0.0 0.0 ... 0.00 4490.0 4526.0 TA
208 TA608 20251017 0.0 0.0 ... 0.00 4508.0 4538.0 TA
209 TA609 20251017 4556.0 4556.0 ... 1280.55 4518.0 4538.0 TA
210 UR510 20251017 1495.0 1500.0 ... 622.04 1495.0 1495.0 UR
211 UR511 20251017 1581.0 1584.0 ... 8656.18 1576.0 1573.0 UR
212 UR512 20251017 1587.0 1594.0 ... 21963.87 1587.0 1587.0 UR
213 UR601 20251017 1604.0 1608.0 ... 349464.13 1600.0 1597.0 UR
214 UR602 20251017 1614.0 1614.0 ... 14233.11 1606.0 1608.0 UR
215 UR603 20251017 1658.0 1667.0 ... 216.10 1662.0 1655.0 UR
216 UR604 20251017 1667.0 1670.0 ... 106.77 1668.0 1669.0 UR
217 UR605 20251017 1673.0 1679.0 ... 32217.57 1671.0 1670.0 UR
218 UR606 20251017 1681.0 1682.0 ... 160.98 1677.0 1674.0 UR
219 UR607 20251017 1714.0 1714.0 ... 23.95 1711.0 1707.0 UR
220 UR608 20251017 1709.0 1710.0 ... 20.49 1708.0 1706.0 UR
221 UR609 20251017 1704.0 1708.0 ... 228.34 1704.0 1704.0 UR
222 WH511 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 16:26:01,533 - future_1d - INFO - ak.get_czce_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 a2511 20251017 4012.00 ... 4012.00 4000.00 A
1 a2601 20251017 4026.00 ... 4034.00 4020.00 A
2 a2603 20251017 4016.00 ... 4034.00 4022.00 A
3 a2605 20251017 4056.00 ... 4066.00 4053.00 A
4 a2607 20251017 4055.00 ... 4060.00 4049.00 A
5 a2609 20251017 4060.00 ... 4063.00 4053.00 A
6 b2510 20251017 0.00 ... 3600.00 3600.00 B
7 b2511 20251017 3583.00 ... 3582.00 3604.00 B
8 b2512 20251017 3607.00 ... 3595.00 3619.00 B
9 b2601 20251017 3626.00 ... 3609.00 3631.00 B
10 b2602 20251017 3640.00 ... 3618.00 3641.00 B
11 b2603 20251017 3604.00 ... 3585.00 3603.00 B
12 b2604 20251017 3512.00 ... 3504.00 3509.00 B
13 b2605 20251017 3450.00 ... 3441.00 3447.00 B
14 b2606 20251017 3423.00 ... 3408.00 3418.00 B
15 b2607 20251017 3428.00 ... 3410.00 3424.00 B
16 b2608 20251017 3527.00 ... 3511.00 3520.00 B
17 b2609 20251017 3549.00 ... 3534.00 3544.00 B
18 bb2511 20251017 0.00 ... 144.50 144.50 BB
19 bb2601 20251017 147.15 ... 147.15 147.35 BB
20 bb2603 20251017 0.00 ... 146.90 146.90 BB
21 bb2605 20251017 0.00 ... 147.70 147.70 BB
22 bb2607 20251017 0.00 ... 152.20 152.40 BB
23 bb2609 20251017 0.00 ... 152.20 152.40 BB
24 bz2603 20251017 5662.00 ... 5594.00 5589.00 BZ
25 bz2604 20251017 5644.00 ... 5583.00 5593.00 BZ
26 bz2605 20251017 5630.00 ... 5587.00 5571.00 BZ
27 bz2606 20251017 0.00 ... 5597.00 5597.00 BZ
28 bz2607 20251017 5609.00 ... 5603.00 5530.00 BZ
29 bz2608 20251017 5586.00 ... 5586.00 5601.00 BZ
30 bz2609 20251017 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251017 2111.00 ... 2114.00 2106.00 C
32 c2601 20251017 2135.00 ... 2128.00 2131.00 C
33 c2603 20251017 2164.00 ... 2158.00 2161.00 C
34 c2605 20251017 2238.00 ... 2231.00 2227.00 C
35 c2607 20251017 2248.00 ... 2243.00 2240.00 C
36 c2609 20251017 2262.00 ... 2259.00 2255.00 C
37 cs2511 20251017 2374.00 ... 2373.00 2389.00 CS
38 cs2601 20251017 2414.00 ... 2402.00 2416.00 CS
39 cs2603 20251017 2436.00 ... 2423.00 2434.00 CS
40 cs2605 20251017 2538.00 ... 2528.00 2535.00 CS
41 cs2607 20251017 2549.00 ... 2541.00 2549.00 CS
42 cs2609 20251017 2592.00 ... 2583.00 2587.00 CS
43 eb2510 20251017 6498.00 ... 6495.00 6442.00 EB
44 eb2511 20251017 6600.00 ... 6519.00 6524.00 EB
45 eb2512 20251017 6610.00 ... 6542.00 6552.00 EB
46 eb2601 20251017 6667.00 ... 6587.00 6597.00 EB
47 eb2602 20251017 6710.00 ... 6640.00 6648.00 EB
48 eb2603 20251017 6767.00 ... 6696.00 6711.00 EB
49 eb2604 20251017 6804.00 ... 6747.00 6741.00 EB
50 eb2605 20251017 6847.00 ... 6795.00 6714.00 EB
51 eb2606 20251017 6799.00 ... 6870.00 6809.00 EB
52 eb2607 20251017 0.00 ... 6836.00 6836.00 EB
53 eb2608 20251017 0.00 ... 6840.00 6840.00 EB
54 eb2609 20251017 6877.00 ... 6869.00 6896.00 EB
55 eg2510 20251017 4076.00 ... 4082.00 4092.00 EG
56 eg2511 20251017 4103.00 ... 4043.00 4071.00 EG
57 eg2512 20251017 4083.00 ... 4038.00 4053.00 EG
58 eg2601 20251017 4088.00 ... 4037.00 4056.00 EG
59 eg2602 20251017 4080.00 ... 4051.00 4082.00 EG
60 eg2603 20251017 4090.00 ... 4065.00 4073.00 EG
61 eg2604 20251017 4136.00 ... 4131.00 4150.00 EG
62 eg2605 20251017 4151.00 ... 4122.00 4144.00 EG
63 eg2606 20251017 4162.00 ... 4131.00 4159.00 EG
64 eg2607 20251017 4177.00 ... 4166.00 4171.00 EG
65 eg2608 20251017 4190.00 ... 4180.00 4163.00 EG
66 eg2609 20251017 4195.00 ... 4150.00 4171.00 EG
67 fb2510 20251017 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251017 1252.00 ... 1240.00 1253.50 FB
69 fb2512 20251017 1258.00 ... 1259.50 1255.50 FB
70 fb2601 20251017 1269.00 ... 1268.00 1263.00 FB
71 fb2602 20251017 1267.50 ... 1266.50 1264.00 FB
72 fb2603 20251017 1262.50 ... 1261.50 1260.00 FB
73 fb2604 20251017 1266.50 ... 1265.00 1261.50 FB
74 fb2605 20251017 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251017 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251017 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251017 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251017 0.00 ... 1296.00 1296.00 FB
79 i2510 20251017 0.00 ... 806.00 806.00 I
80 i2511 20251017 795.00 ... 789.00 790.50 I
81 i2512 20251017 786.00 ... 783.00 784.00 I
82 i2601 20251017 774.00 ... 771.50 772.50 I
83 i2602 20251017 772.50 ... 769.50 770.50 I
84 i2603 20251017 768.50 ... 766.00 765.50 I
85 i2604 20251017 765.00 ... 761.00 761.00 I
86 i2605 20251017 753.00 ... 750.50 750.50 I
87 i2606 20251017 748.50 ... 745.00 745.50 I
88 i2607 20251017 745.00 ... 740.50 741.00 I
89 i2608 20251017 739.00 ... 736.00 736.00 I
90 i2609 20251017 731.50 ... 729.00 729.50 I
91 j2510 20251017 0.00 ... 1600.00 1600.00 J
92 j2511 20251017 1624.50 ... 1621.00 1588.00 J
93 j2512 20251017 1655.50 ... 1649.00 1611.00 J
94 j2601 20251017 1672.50 ... 1682.50 1649.00 J
95 j2602 20251017 1708.00 ... 1707.00 1674.50 J
96 j2603 20251017 1749.50 ... 1738.50 1714.50 J
97 j2604 20251017 1808.00 ... 1808.00 1765.50 J
98 j2605 20251017 1828.00 ... 1828.50 1797.00 J
99 j2606 20251017 0.00 ... 1820.50 1820.50 J
100 j2607 20251017 0.00 ... 1833.50 1833.50 J
101 j2608 20251017 0.00 ... 1865.00 1865.00 J
102 j2609 20251017 1919.00 ... 1909.50 1876.00 J
103 jd2510 20251017 2798.00 ... 2734.00 2750.00 JD
104 jd2511 20251017 2810.00 ... 2819.00 2834.00 JD
105 jd2512 20251017 2972.00 ... 2965.00 2990.00 JD
106 jd2601 20251017 3168.00 ... 3176.00 3180.00 JD
107 jd2602 20251017 2983.00 ... 2968.00 3000.00 JD
108 jd2603 20251017 3000.00 ... 2974.00 3015.00 JD
109 jd2604 20251017 3131.00 ... 3108.00 3137.00 JD
110 jd2605 20251017 3340.00 ... 3310.00 3342.00 JD
111 jd2606 20251017 3233.00 ... 3211.00 3233.00 JD
112 jd2607 20251017 3475.00 ... 3459.00 3482.00 JD
113 jd2608 20251017 3962.00 ... 3951.00 3966.00 JD
114 jd2609 20251017 3860.00 ... 3845.00 3862.00 JD
115 jm2510 20251017 960.00 ... 960.00 999.00 JM
116 jm2511 20251017 1082.00 ... 1067.50 1057.00 JM
117 jm2512 20251017 1126.00 ... 1120.00 1098.50 JM
118 jm2601 20251017 1190.50 ... 1184.50 1162.00 JM
119 jm2602 20251017 1212.00 ... 1206.50 1188.00 JM
120 jm2603 20251017 1230.50 ... 1225.00 1208.50 JM
121 jm2604 20251017 1248.00 ... 1245.50 1227.00 JM
122 jm2605 20251017 1269.50 ... 1266.50 1244.00 JM
123 jm2606 20251017 1291.50 ... 1283.50 1267.00 JM
124 jm2607 20251017 1309.50 ... 1303.50 1282.00 JM
125 jm2608 20251017 1327.50 ... 1323.50 1303.00 JM
126 jm2609 20251017 1351.50 ... 1346.50 1327.50 JM
127 l2510 20251017 0.00 ... 6856.00 6856.00 L
128 l2511 20251017 6914.00 ... 6868.00 6889.00 L
129 l2512 20251017 6922.00 ... 6883.00 6899.00 L
130 l2601 20251017 6936.00 ... 6893.00 6907.00 L
131 l2602 20251017 6927.00 ... 6890.00 6911.00 L
132 l2603 20251017 6930.00 ... 6892.00 6926.00 L
133 l2604 20251017 6963.00 ... 6945.00 6961.00 L
134 l2605 20251017 6951.00 ... 6927.00 6947.00 L
135 l2606 20251017 6950.00 ... 6919.00 6960.00 L
136 l2607 20251017 6989.00 ... 6952.00 6977.00 L
137 l2608 20251017 6993.00 ... 6934.00 6991.00 L
138 l2609 20251017 7014.00 ... 6922.00 6983.00 L
139 lg2511 20251017 798.00 ... 800.50 796.00 LG
140 lg2601 20251017 823.50 ... 830.50 823.50 LG
141 lg2603 20251017 830.00 ... 832.50 829.50 LG
142 lg2605 20251017 832.00 ... 834.00 830.00 LG
143 lg2607 20251017 833.00 ... 834.00 829.50 LG
144 lg2609 20251017 835.50 ... 835.50 831.50 LG
145 lh2511 20251017 11135.00 ... 11105.00 11300.00 LH
146 lh2601 20251017 11910.00 ... 11815.00 11975.00 LH
147 lh2603 20251017 11545.00 ... 11375.00 11565.00 LH
148 lh2605 20251017 12125.00 ... 12000.00 12185.00 LH
149 lh2607 20251017 12945.00 ... 12770.00 12990.00 LH
150 lh2609 20251017 13740.00 ... 13580.00 13805.00 LH
151 m2511 20251017 2881.00 ... 2857.00 2893.00 M
152 m2512 20251017 2921.00 ... 2900.00 2931.00 M
153 m2601 20251017 2910.00 ... 2882.00 2915.00 M
154 m2603 20251017 2895.00 ... 2872.00 2896.00 M
155 m2605 20251017 2741.00 ... 2730.00 2741.00 M
156 m2607 20251017 2724.00 ... 2715.00 2725.00 M
157 m2608 20251017 2848.00 ... 2837.00 2848.00 M
158 m2609 20251017 2857.00 ... 2840.00 2854.00 M
159 p2510 20251017 0.00 ... 9120.00 9120.00 P
160 p2511 20251017 9218.00 ... 9254.00 9236.00 P
161 p2512 20251017 9278.00 ... 9282.00 9278.00 P
162 p2601 20251017 9328.00 ... 9334.00 9326.00 P
163 p2602 20251017 9338.00 ... 9336.00 9328.00 P
164 p2603 20251017 9338.00 ... 9352.00 9336.00 P
165 p2604 20251017 9330.00 ... 9330.00 9322.00 P
166 p2605 20251017 9260.00 ... 9294.00 9256.00 P
167 p2606 20251017 9226.00 ... 9208.00 9168.00 P
168 p2607 20251017 9104.00 ... 9126.00 9078.00 P
169 p2608 20251017 9058.00 ... 9034.00 9000.00 P
170 p2609 20251017 8962.00 ... 8974.00 8952.00 P
171 pg2510 20251017 0.00 ... 4339.00 4340.00 PG
172 pg2511 20251017 4268.00 ... 4241.00 4199.00 PG
173 pg2512 20251017 4130.00 ... 4109.00 4079.00 PG
174 pg2601 20251017 4029.00 ... 4001.00 3987.00 PG
175 pg2602 20251017 3930.00 ... 3907.00 3897.00 PG
176 pg2603 20251017 3850.00 ... 3821.00 3818.00 PG
177 pg2604 20251017 4209.00 ... 4180.00 4193.00 PG
178 pg2605 20251017 4136.00 ... 4078.00 4113.00 PG
179 pg2606 20251017 4057.00 ... 4011.00 4053.00 PG
180 pg2607 20251017 3983.00 ... 3972.00 3980.00 PG
181 pg2608 20251017 3936.00 ... 3902.00 3944.00 PG
182 pg2609 20251017 3892.00 ... 3842.00 3869.00 PG
183 pp2510 20251017 6455.00 ... 6455.00 6482.00 PP
184 pp2511 20251017 6557.00 ... 6508.00 6524.00 PP
185 pp2512 20251017 6591.00 ... 6550.00 6571.00 PP
186 pp2601 20251017 6620.00 ... 6583.00 6598.00 PP
187 pp2602 20251017 6625.00 ... 6585.00 6594.00 PP
188 pp2603 20251017 6621.00 ... 6585.00 6587.00 PP
189 pp2604 20251017 6642.00 ... 6604.00 6641.00 PP
190 pp2605 20251017 6669.00 ... 6630.00 6643.00 PP
191 pp2606 20251017 6618.00 ... 6583.00 6609.00 PP
192 pp2607 20251017 6623.00 ... 6587.00 6591.00 PP
193 pp2608 20251017 6639.00 ... 6616.00 6639.00 PP
194 pp2609 20251017 6691.00 ... 6657.00 6666.00 PP
195 rr2510 20251017 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251017 3613.00 ... 3616.00 3615.00 RR
197 rr2512 20251017 3608.00 ... 3598.00 3606.00 RR
198 rr2601 20251017 3629.00 ... 3627.00 3626.00 RR
199 rr2602 20251017 3615.00 ... 3617.00 3614.00 RR
200 rr2603 20251017 3616.00 ... 3614.00 3612.00 RR
201 rr2604 20251017 3621.00 ... 3622.00 3615.00 RR
202 rr2605 20251017 3615.00 ... 3625.00 3609.00 RR
203 rr2606 20251017 3620.00 ... 3612.00 3606.00 RR
204 rr2607 20251017 3609.00 ... 3609.00 3611.00 RR
205 rr2608 20251017 3610.00 ... 3606.00 3601.00 RR
206 rr2609 20251017 3629.00 ... 3623.00 3608.00 RR
207 v2510 20251017 4590.00 ... 4586.00 4543.00 V
208 v2511 20251017 4594.00 ... 4617.00 4581.00 V
209 v2512 20251017 4649.00 ... 4658.00 4625.00 V
210 v2601 20251017 4698.00 ... 4706.00 4667.00 V
211 v2602 20251017 4740.00 ... 4748.00 4709.00 V
212 v2603 20251017 4771.00 ... 4777.00 4742.00 V
213 v2604 20251017 4978.00 ... 4970.00 4932.00 V
214 v2605 20251017 5011.00 ... 5012.00 4981.00 V
215 v2606 20251017 5045.00 ... 5045.00 5007.00 V
216 v2607 20251017 5087.00 ... 5090.00 5042.00 V
217 v2608 20251017 5120.00 ... 5116.00 5087.00 V
218 v2609 20251017 5136.00 ... 5140.00 5124.00 V
219 y2511 20251017 8260.00 ... 8272.00 8248.00 Y
220 y2512 20251017 8306.00 ... 8316.00 8294.00 Y
221 y2601 20251017 8276.00 ... 8286.00 8252.00 Y
222 y2603 20251017 8232.00 ... 8230.00 8214.00 Y
223 y2605 20251017 8064.00 ... 8078.00 8054.00 Y
224 y2607 20251017 8018.00 ... 8018.00 8004.00 Y
225 y2608 20251017 8006.00 ... 8008.00 8010.00 Y
226 y2609 20251017 7984.00 ... 7986.00 7966.00 Y
[227 rows x 12 columns]
2025-10-22 16:26:02,109 - future_1d - INFO - ak.get_dce_daily('2025-10-17') done
2025-10-22 16:26:04,034 - future_1d - INFO - save future_daily 2025-10-17 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251020 0.0 ... 52345.0 52545.0 PS
1 PS2511 20251020 52700.0 ... 51345.0 52250.0 PS
2 PS2512 20251020 54500.0 ... 53755.0 54780.0 PS
3 PS2601 20251020 55300.0 ... 53700.0 54780.0 PS
4 PS2602 20251020 54930.0 ... 53565.0 54550.0 PS
5 PS2603 20251020 54655.0 ... 53340.0 54420.0 PS
6 PS2604 20251020 54555.0 ... 53250.0 54355.0 PS
7 PS2605 20251020 54670.0 ... 53180.0 54265.0 PS
8 PS2606 20251020 56600.0 ... 54935.0 55905.0 PS
9 PS2607 20251020 56355.0 ... 54860.0 55630.0 PS
10 PS2608 20251020 55465.0 ... 54340.0 55400.0 PS
11 PS2609 20251020 55000.0 ... 54110.0 55225.0 PS
13 SI2510 20251020 8545.0 ... 8580.0 8615.0 SI
14 SI2511 20251020 8500.0 ... 8585.0 8490.0 SI
15 SI2512 20251020 8820.0 ... 8955.0 8900.0 SI
16 SI2601 20251020 8860.0 ... 8905.0 8850.0 SI
17 SI2602 20251020 8900.0 ... 8910.0 8850.0 SI
18 SI2603 20251020 8895.0 ... 8910.0 8835.0 SI
19 SI2604 20251020 8905.0 ... 8920.0 8865.0 SI
20 SI2605 20251020 8915.0 ... 8935.0 8875.0 SI
21 SI2606 20251020 8930.0 ... 8940.0 8890.0 SI
22 SI2607 20251020 8970.0 ... 8950.0 8890.0 SI
23 SI2608 20251020 8970.0 ... 8960.0 8900.0 SI
24 SI2609 20251020 8865.0 ... 8975.0 8930.0 SI
27 LC2510 20251020 0.0 ... 75560.0 76180.0 LC
28 LC2511 20251020 76260.0 ... 75900.0 75760.0 LC
29 LC2512 20251020 76800.0 ... 76140.0 75940.0 LC
30 LC2601 20251020 76600.0 ... 76180.0 75900.0 LC
31 LC2602 20251020 76420.0 ... 75920.0 75580.0 LC
32 LC2603 20251020 76440.0 ... 75800.0 75440.0 LC
33 LC2604 20251020 76560.0 ... 76160.0 75880.0 LC
34 LC2605 20251020 76500.0 ... 76140.0 75960.0 LC
35 LC2606 20251020 76460.0 ... 75900.0 75900.0 LC
36 LC2607 20251020 76360.0 ... 75980.0 75580.0 LC
37 LC2608 20251020 76440.0 ... 76200.0 75740.0 LC
38 LC2609 20251020 76380.0 ... 76180.0 75980.0 LC
[36 rows x 12 columns]
2025-10-22 16:26:11,232 - future_1d - INFO - ak.get_gfex_daily('2025-10-20') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251020 ... 85300 84720 CU
1 1 CU2512 20251020 ... 85260 84760 CU
2 2 CU2601 20251020 ... 85230 84710 CU
3 3 CU2602 20251020 ... 85160 84610 CU
4 4 CU2603 20251020 ... 85120 84560 CU
5 5 CU2604 20251020 ... 85040 84440 CU
6 6 CU2605 20251020 ... 84970 84470 CU
7 7 CU2606 20251020 ... 84990 84350 CU
8 8 CU2607 20251020 ... 84890 84200 CU
9 9 CU2608 20251020 ... 84710 84120 CU
10 10 CU2609 20251020 ... 84510 83990 CU
11 11 CU2610 20251020 ... 84660 83980 CU
12 12 BC2511 20251020 ... 75720 75250 BC
13 13 BC2512 20251020 ... 75960 75350 BC
14 14 BC2601 20251020 ... 75860 75510 BC
15 15 BC2602 20251020 ... 75800 75800 BC
16 16 BC2603 20251020 ... 75870 75870 BC
17 17 BC2604 20251020 ... 76440 76440 BC
18 18 BC2605 20251020 ... 75900 75900 BC
19 19 BC2606 20251020 ... 75880 75880 BC
20 20 BC2607 20251020 ... 76570 76570 BC
21 21 BC2608 20251020 ... 75800 75800 BC
22 22 BC2609 20251020 ... 76130 76130 BC
23 23 BC2610 20251020 ... 76130 76130 BC
24 24 AL2511 20251020 ... 20900 20960 AL
25 25 AL2512 20251020 ... 20930 20990 AL
26 26 AL2601 20251020 ... 20930 20995 AL
27 27 AL2602 20251020 ... 20940 21005 AL
28 28 AL2603 20251020 ... 20955 21010 AL
29 29 AL2604 20251020 ... 20970 21025 AL
30 30 AL2605 20251020 ... 20985 21040 AL
31 31 AL2606 20251020 ... 20985 21040 AL
32 32 AL2607 20251020 ... 20995 21070 AL
33 33 AL2608 20251020 ... 21000 21025 AL
34 34 AL2609 20251020 ... 20995 21035 AL
35 35 AL2610 20251020 ... 20980 21060 AL
36 36 ZN2511 20251020 ... 21880 21910 ZN
37 37 ZN2512 20251020 ... 21885 21925 ZN
38 38 ZN2601 20251020 ... 21915 21955 ZN
39 39 ZN2602 20251020 ... 21945 21990 ZN
40 40 ZN2603 20251020 ... 21980 22005 ZN
41 41 ZN2604 20251020 ... 22010 22010 ZN
42 42 ZN2605 20251020 ... 22025 22065 ZN
43 43 ZN2606 20251020 ... 22080 22075 ZN
44 44 ZN2607 20251020 ... 22080 22175 ZN
45 45 ZN2608 20251020 ... 22105 22205 ZN
46 46 ZN2609 20251020 ... 22150 22195 ZN
47 47 ZN2610 20251020 ... 22210 22210 ZN
48 48 PB2511 20251020 ... 17100 17050 PB
49 49 PB2512 20251020 ... 17120 17070 PB
50 50 PB2601 20251020 ... 17110 17070 PB
51 51 PB2602 20251020 ... 17140 17070 PB
52 52 PB2603 20251020 ... 17155 17120 PB
53 53 PB2604 20251020 ... 17165 17120 PB
54 54 PB2605 20251020 ... 17175 17150 PB
55 55 PB2606 20251020 ... 17200 17205 PB
56 56 PB2607 20251020 ... 17210 17160 PB
57 57 PB2608 20251020 ... 17240 17235 PB
58 58 PB2609 20251020 ... 17270 17175 PB
59 59 PB2610 20251020 ... 17195 17230 PB
60 60 NI2511 20251020 ... 120750 121340 NI
61 61 NI2512 20251020 ... 120920 121490 NI
62 62 NI2601 20251020 ... 121140 121690 NI
63 63 NI2602 20251020 ... 121320 121870 NI
64 64 NI2603 20251020 ... 121540 122040 NI
65 65 NI2604 20251020 ... 121810 122430 NI
66 66 NI2605 20251020 ... 122070 122570 NI
67 67 NI2606 20251020 ... 122230 122810 NI
68 68 NI2607 20251020 ... 122530 123110 NI
69 69 NI2608 20251020 ... 122820 123310 NI
70 70 NI2609 20251020 ... 123150 124290 NI
71 71 NI2610 20251020 ... 123160 123530 NI
72 72 SN2511 20251020 ... 278950 281380 SN
73 73 SN2512 20251020 ... 279380 281840 SN
74 74 SN2601 20251020 ... 279520 281930 SN
75 75 SN2602 20251020 ... 279580 282070 SN
76 76 SN2603 20251020 ... 279470 281950 SN
77 77 SN2604 20251020 ... 279690 282360 SN
78 78 SN2605 20251020 ... 279650 282090 SN
79 79 SN2606 20251020 ... 279860 282500 SN
80 80 SN2607 20251020 ... 280420 282610 SN
81 81 SN2608 20251020 ... 280550 282980 SN
82 82 SN2609 20251020 ... 280620 283360 SN
83 83 SN2610 20251020 ... 281950 282070 SN
84 84 AO2511 20251020 ... 2788 2779 AO
85 85 AO2512 20251020 ... 2806 2788 AO
86 86 AO2601 20251020 ... 2816 2802 AO
87 87 AO2602 20251020 ... 2837 2821 AO
88 88 AO2603 20251020 ... 2903 2893 AO
89 89 AO2604 20251020 ... 2914 2906 AO
90 90 AO2605 20251020 ... 2927 2919 AO
91 91 AO2606 20251020 ... 2933 2928 AO
92 92 AO2607 20251020 ... 2942 2934 AO
93 93 AO2608 20251020 ... 2960 2941 AO
94 94 AO2609 20251020 ... 2975 2962 AO
95 95 AO2610 20251020 ... 2990 2976 AO
96 96 AD2511 20251020 ... 20330 20395 AD
97 97 AD2512 20251020 ... 20400 20475 AD
98 98 AD2601 20251020 ... 20440 20515 AD
99 99 AD2602 20251020 ... 20435 20495 AD
100 100 AD2603 20251020 ... 20350 20530 AD
101 101 AD2604 20251020 ... 20420 20420 AD
102 102 AD2605 20251020 ... 20360 20375 AD
103 103 AD2606 20251020 ... 20335 20300 AD
104 104 AD2607 20251020 ... 20270 20270 AD
105 105 AD2608 20251020 ... 20390 20390 AD
106 106 AD2609 20251020 ... 20640 20640 AD
107 107 AD2610 20251020 ... 20495 20495 AD
108 108 AU2511 20251020 ... 973.38 988.7 AU
109 109 AU2512 20251020 ... 974.4 986.38 AU
110 110 AU2601 20251020 ... 977.04 989.44 AU
111 111 AU2602 20251020 ... 976.78 989.9 AU
112 112 AU2604 20251020 ... 979.42 992.24 AU
113 113 AU2606 20251020 ... 982.34 995.6 AU
114 114 AU2608 20251020 ... 984.54 997.1 AU
115 115 AU2610 20251020 ... 986.66 1000.74 AU
116 116 AG2511 20251020 ... 11784 12215 AG
117 117 AG2512 20251020 ... 11782 12230 AG
118 118 AG2601 20251020 ... 11802 12236 AG
119 119 AG2602 20251020 ... 11809 12249 AG
120 120 AG2603 20251020 ... 11833 12258 AG
121 121 AG2604 20251020 ... 11834 12270 AG
122 122 AG2605 20251020 ... 11850 12282 AG
123 123 AG2606 20251020 ... 11857 12293 AG
124 124 AG2607 20251020 ... 11865 12316 AG
125 125 AG2608 20251020 ... 11872 12310 AG
126 126 AG2609 20251020 ... 11885 12327 AG
127 127 AG2610 20251020 ... 11910 12340 AG
128 128 RB2511 20251020 ... 2997 2985 RB
129 129 RB2512 20251020 ... 3041 3033 RB
130 130 RB2601 20251020 ... 3058 3046 RB
131 131 RB2602 20251020 ... 3063 3052 RB
132 132 RB2603 20251020 ... 3087 3075 RB
133 133 RB2604 20251020 ... 3105 3092 RB
134 134 RB2605 20251020 ... 3114 3103 RB
135 135 RB2606 20251020 ... 3129 3118 RB
136 136 RB2607 20251020 ... 3137 3125 RB
137 137 RB2608 20251020 ... 3145 3136 RB
138 138 RB2609 20251020 ... 3152 3139 RB
139 139 RB2610 20251020 ... 3151 3142 RB
140 140 WR2511 20251020 ... 3310 3270 WR
141 141 WR2512 20251020 ... 3262 3355 WR
142 142 WR2601 20251020 ... 3362 3365 WR
143 143 WR2602 20251020 ... 3403 3403 WR
144 144 WR2603 20251020 ... 3361 3361 WR
145 145 WR2604 20251020 ... 3369 3369 WR
146 146 WR2605 20251020 ... 3365 3365 WR
147 147 WR2606 20251020 ... 3363 3363 WR
148 148 WR2607 20251020 ... 3430 3416 WR
149 149 WR2608 20251020 ... 3461 3461 WR
150 150 WR2609 20251020 ... 3430 3430 WR
151 151 WR2610 20251020 ... 3430 3430 WR
152 152 HC2511 20251020 ... 3275 3265 HC
153 153 HC2512 20251020 ... 3261 3255 HC
154 154 HC2601 20251020 ... 3229 3219 HC
155 155 HC2602 20251020 ... 3231 3226 HC
156 156 HC2603 20251020 ... 3235 3226 HC
157 157 HC2604 20251020 ... 3240 3230 HC
158 158 HC2605 20251020 ... 3245 3234 HC
159 159 HC2606 20251020 ... 3247 3228 HC
160 160 HC2607 20251020 ... 3256 3244 HC
161 161 HC2608 20251020 ... 3262 3249 HC
162 162 HC2609 20251020 ... 3267 3252 HC
163 163 HC2610 20251020 ... 3267 3256 HC
164 164 SS2511 20251020 ... 12590 12585 SS
165 165 SS2512 20251020 ... 12610 12615 SS
166 166 SS2601 20251020 ... 12700 12705 SS
167 167 SS2602 20251020 ... 12755 12760 SS
168 168 SS2603 20251020 ... 12845 12845 SS
169 169 SS2604 20251020 ... 12925 12910 SS
170 170 SS2605 20251020 ... 12950 12965 SS
171 171 SS2606 20251020 ... 13025 13045 SS
172 172 SS2607 20251020 ... 13070 13085 SS
173 173 SS2608 20251020 ... 13135 13125 SS
174 174 SS2609 20251020 ... 13180 13175 SS
175 175 SS2610 20251020 ... 13230 13230 SS
176 176 SC2511 20251020 ... 436.3 437.9 SC
177 177 SC2512 20251020 ... 439.1 439.6 SC
178 178 SC2601 20251020 ... 439.9 439.5 SC
179 179 SC2602 20251020 ... 441.3 439.2 SC
180 180 SC2603 20251020 ... 442.4 440.6 SC
181 181 SC2604 20251020 ... 443.9 439.7 SC
182 182 SC2605 20251020 ... 444.6 440.6 SC
183 183 SC2606 20251020 ... 445.5 441.9 SC
184 184 SC2607 20251020 ... 447.3 444 SC
185 185 SC2608 20251020 ... 448.1 445.5 SC
186 186 SC2609 20251020 ... 447.8 445.7 SC
187 187 SC2610 20251020 ... 447.3 447.3 SC
188 188 SC2612 20251020 ... 450.4 445.6 SC
189 189 SC2703 20251020 ... 448.1 448.1 SC
190 190 SC2706 20251020 ... 451.7 451.7 SC
191 191 SC2709 20251020 ... 450.2 450.2 SC
192 192 SC2712 20251020 ... 451.8 445.2 SC
193 193 SC2803 20251020 ... 448.9 446 SC
194 194 SC2806 20251020 ... 454.8 447.1 SC
195 195 SC2809 20251020 ... 456.3 449.2 SC
196 196 LU2511 20251020 ... 3054 3069 LU
197 197 LU2512 20251020 ... 3085 3096 LU
198 198 LU2601 20251020 ... 3090 3101 LU
199 199 LU2602 20251020 ... 3098 3115 LU
200 200 LU2603 20251020 ... 3099 3116 LU
201 201 LU2604 20251020 ... 3112 3112 LU
202 202 LU2605 20251020 ... 3115 3111 LU
203 203 LU2606 20251020 ... 3124 3117 LU
204 204 LU2607 20251020 ... 3128 3143 LU
205 205 LU2608 20251020 ... 3130 3133 LU
206 206 LU2609 20251020 ... 3137 3154 LU
207 207 LU2610 20251020 ... 3137 3129 LU
208 208 FU2511 20251020 ... 2772 2719 FU
209 209 FU2512 20251020 ... 2684 2674 FU
210 210 FU2601 20251020 ... 2650 2644 FU
211 211 FU2602 20251020 ... 2633 2631 FU
212 212 FU2603 20251020 ... 2626 2620 FU
213 213 FU2604 20251020 ... 2625 2618 FU
214 214 FU2605 20251020 ... 2619 2613 FU
215 215 FU2606 20251020 ... 2611 2609 FU
216 216 FU2607 20251020 ... 2606 2602 FU
217 217 FU2608 20251020 ... 2581 2574 FU
218 218 FU2609 20251020 ... 2575 2575 FU
219 219 FU2610 20251020 ... 2567 2564 FU
220 220 BU2511 20251020 ... 3245 3247 BU
221 221 BU2512 20251020 ... 3172 3172 BU
222 222 BU2601 20251020 ... 3144 3137 BU
223 223 BU2602 20251020 ... 3153 3146 BU
224 224 BU2603 20251020 ... 3171 3164 BU
225 225 BU2604 20251020 ... 3180 3171 BU
226 226 BU2605 20251020 ... 3185 3177 BU
227 227 BU2606 20251020 ... 3193 3182 BU
228 228 BU2607 20251020 ... 3198 3186 BU
229 229 BU2608 20251020 ... 3190 3177 BU
230 230 BU2609 20251020 ... 3195 3184 BU
231 231 BU2610 20251020 ... 3168 3168 BU
232 232 BU2612 20251020 ... 3140 3125 BU
233 233 BU2703 20251020 ... 3150 3150 BU
234 234 BU2706 20251020 ... 3166 3151 BU
235 235 BU2709 20251020 ... 3166 3158 BU
236 236 BR2511 20251020 ... 10985 11035 BR
237 237 BR2512 20251020 ... 10880 10940 BR
238 238 BR2601 20251020 ... 10855 10915 BR
239 239 BR2602 20251020 ... 10850 10890 BR
240 240 BR2603 20251020 ... 10840 10880 BR
241 241 BR2604 20251020 ... 10890 10850 BR
242 242 BR2605 20251020 ... 10890 10945 BR
243 243 BR2606 20251020 ... 10910 10910 BR
244 244 BR2607 20251020 ... 11120 11150 BR
245 245 BR2608 20251020 ... 11185 11185 BR
246 246 BR2609 20251020 ... 11140 11245 BR
247 247 BR2610 20251020 ... 11210 11215 BR
248 248 RU2511 20251020 ... 14105 14065 RU
249 249 RU2601 20251020 ... 14865 14820 RU
250 250 RU2603 20251020 ... 14865 14810 RU
251 251 RU2604 20251020 ... 14880 14800 RU
252 252 RU2605 20251020 ... 14845 14790 RU
253 253 RU2606 20251020 ... 14855 14815 RU
254 254 RU2607 20251020 ... 14905 14840 RU
255 255 RU2608 20251020 ... 14915 14810 RU
256 256 RU2609 20251020 ... 14890 14815 RU
257 257 RU2610 20251020 ... 14890 14855 RU
258 258 NR2511 20251020 ... 12275 12340 NR
259 259 NR2512 20251020 ... 12240 12290 NR
260 260 NR2601 20251020 ... 12185 12215 NR
261 261 NR2602 20251020 ... 12115 12155 NR
262 262 NR2603 20251020 ... 12095 12120 NR
263 263 NR2604 20251020 ... 12090 12120 NR
264 264 NR2605 20251020 ... 12130 12120 NR
265 265 NR2606 20251020 ... 12150 12125 NR
266 266 NR2607 20251020 ... 12150 12145 NR
267 267 NR2608 20251020 ... 12135 12175 NR
268 268 NR2609 20251020 ... 12215 12215 NR
269 269 NR2610 20251020 ... 12225 12265 NR
270 270 SP2511 20251020 ... 4858 4850 SP
271 271 SP2512 20251020 ... 4884 4870 SP
272 272 SP2601 20251020 ... 5158 5124 SP
273 273 SP2602 20251020 ... 5166 5142 SP
274 274 SP2603 20251020 ... 5186 5156 SP
275 275 SP2604 20251020 ... 5202 5174 SP
276 276 SP2605 20251020 ... 5214 5186 SP
277 277 SP2606 20251020 ... 5212 5184 SP
278 278 SP2607 20251020 ... 5212 5190 SP
279 279 SP2608 20251020 ... 5214 5196 SP
280 280 SP2609 20251020 ... 5212 5186 SP
281 281 SP2610 20251020 ... 5212 5190 SP
282 282 OP2601 20251020 ... 4174 4206 OP
283 283 OP2602 20251020 ... 4166 4220 OP
284 284 OP2603 20251020 ... 4172 4216 OP
285 285 OP2604 20251020 ... 4208 4228 OP
286 286 OP2605 20251020 ... 4204 4216 OP
287 287 OP2606 20251020 ... 4176 4198 OP
288 288 OP2607 20251020 ... 4210 4242 OP
289 289 OP2608 20251020 ... 4212 4258 OP
290 290 OP2609 20251020 ... 4198 4220 OP
291 291 OP2610 20251020 ... 4202 4220 OP
292 292 EC2510 20251020 ... 1102.6 1098.8 EC
293 293 EC2512 20251020 ... 1683.4 1658.2 EC
294 294 EC2602 20251020 ... 1524.2 1459.8 EC
295 295 EC2604 20251020 ... 1152.4 1126.4 EC
296 296 EC2606 20251020 ... 1328.9 1288.5 EC
297 297 EC2608 20251020 ... 1445.3 1411.4 EC
298 298 SC_TAS2511 20251020 ... SC_TAS
299 299 SC_TAS2512 20251020 ... SC_TAS
300 300 SC_TAS2601 20251020 ... SC_TAS
301 301 SC_TAS2602 20251020 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 16:26:11,339 - future_1d - INFO - ak.get_shfe_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 IC2511 20251020 6998.000 ... 6970.400 6921.800 IC
1 IC2512 20251020 6968.400 ... 6908.800 6865.000 IC
2 IC2603 20251020 6790.000 ... 6745.800 6703.600 IC
3 IC2606 20251020 6649.000 ... 6564.400 6703.600 IC
4 IF2511 20251020 4532.600 ... 4517.600 4497.400 IF
5 IF2512 20251020 4523.000 ... 4504.200 4484.600 IF
6 IF2603 20251020 4501.000 ... 4479.000 4463.000 IF
7 IF2606 20251020 4502.800 ... 4444.000 4463.000 IF
8 IH2511 20251020 2984.000 ... 2971.200 2963.000 IH
9 IH2512 20251020 2981.000 ... 2969.600 2961.600 IH
10 IH2603 20251020 2982.000 ... 2970.400 2962.600 IH
11 IH2606 20251020 2977.000 ... 2968.800 2962.600 IH
12 IM2511 20251020 7189.000 ... 7134.600 7104.000 IM
13 IM2512 20251020 7100.000 ... 7053.400 7024.200 IM
14 IM2603 20251020 6870.400 ... 6836.600 6808.000 IM
15 IM2606 20251020 6744.600 ... 6627.200 6808.000 IM
16 T2512 20251020 108.185 ... 108.090 108.265 T
17 T2603 20251020 107.945 ... 107.800 107.955 T
18 T2606 20251020 107.820 ... 107.730 107.845 T
19 TF2512 20251020 105.730 ... 105.660 105.775 TF
20 TF2603 20251020 105.645 ... 105.580 105.680 TF
21 TF2606 20251020 105.640 ... 105.605 105.690 TF
22 TL2512 20251020 115.580 ... 115.410 115.730 TL
23 TL2603 20251020 115.100 ... 115.130 115.410 TL
24 TL2606 20251020 115.000 ... 115.030 115.260 TL
25 TS2512 20251020 102.370 ... 102.336 102.378 TS
26 TS2603 20251020 102.280 ... 102.256 102.290 TS
27 TS2606 20251020 102.296 ... 102.288 102.318 TS
[28 rows x 12 columns]
2025-10-22 16:26:12,097 - future_1d - INFO - ak.get_cffex_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 SC2511 20251020 436.7 ... 436.3 437.9 SC
1 SC2512 20251020 438.6 ... 439.1 439.6 SC
2 SC2601 20251020 438.7 ... 439.9 439.5 SC
3 SC2602 20251020 441.4 ... 441.3 439.2 SC
4 SC2603 20251020 442 ... 442.4 440.6 SC
5 SC2604 20251020 442.9 ... 443.9 439.7 SC
6 SC2605 20251020 443.7 ... 444.6 440.6 SC
7 SC2606 20251020 445.1 ... 445.5 441.9 SC
8 SC2607 20251020 447.8 ... 447.3 444 SC
9 SC2608 20251020 449.3 ... 448.1 445.5 SC
10 SC2609 20251020 448 ... 447.8 445.7 SC
11 SC2610 20251020 ... 447.3 447.3 SC
12 SC2612 20251020 446 ... 450.4 445.6 SC
13 SC2703 20251020 ... 448.1 448.1 SC
14 SC2706 20251020 ... 451.7 451.7 SC
15 SC2709 20251020 ... 450.2 450.2 SC
16 SC2712 20251020 451.8 ... 451.8 445.2 SC
17 SC2803 20251020 ... 448.9 446 SC
18 SC2806 20251020 455.9 ... 454.8 447.1 SC
19 SC2809 20251020 455.1 ... 456.3 449.2 SC
21 LU2511 20251020 3067 ... 3054 3069 LU
22 LU2512 20251020 3088 ... 3085 3096 LU
23 LU2601 20251020 3088 ... 3090 3101 LU
24 LU2602 20251020 3091 ... 3098 3115 LU
25 LU2603 20251020 3099 ... 3099 3116 LU
26 LU2604 20251020 ... 3112 3112 LU
27 LU2605 20251020 3114 ... 3115 3111 LU
28 LU2606 20251020 3117 ... 3124 3117 LU
29 LU2607 20251020 3122 ... 3128 3143 LU
30 LU2608 20251020 3131 ... 3130 3133 LU
31 LU2609 20251020 3125 ... 3137 3154 LU
32 LU2610 20251020 3121 ... 3137 3129 LU
34 NR2511 20251020 12225 ... 12275 12340 NR
35 NR2512 20251020 12150 ... 12240 12290 NR
36 NR2601 20251020 12115 ... 12185 12215 NR
37 NR2602 20251020 12030 ... 12115 12155 NR
38 NR2603 20251020 12010 ... 12095 12120 NR
39 NR2604 20251020 12000 ... 12090 12120 NR
40 NR2605 20251020 12100 ... 12130 12120 NR
41 NR2606 20251020 12075 ... 12150 12125 NR
42 NR2607 20251020 12150 ... 12150 12145 NR
43 NR2608 20251020 ... 12135 12175 NR
44 NR2609 20251020 ... 12215 12215 NR
45 NR2610 20251020 ... 12225 12265 NR
47 BC2511 20251020 75110 ... 75720 75250 BC
48 BC2512 20251020 75230 ... 75960 75350 BC
49 BC2601 20251020 75570 ... 75860 75510 BC
50 BC2602 20251020 ... 75800 75800 BC
51 BC2603 20251020 ... 75870 75870 BC
52 BC2604 20251020 ... 76440 76440 BC
53 BC2605 20251020 ... 75900 75900 BC
54 BC2606 20251020 ... 75880 75880 BC
55 BC2607 20251020 ... 76570 76570 BC
56 BC2608 20251020 ... 75800 75800 BC
57 BC2609 20251020 ... 76130 76130 BC
58 BC2610 20251020 ... 76130 76130 BC
60 EC2510 20251020 1107.8 ... 1102.6 1098.8 EC
61 EC2512 20251020 1672 ... 1683.4 1658.2 EC
62 EC2602 20251020 1571.6 ... 1524.2 1459.8 EC
63 EC2604 20251020 1150 ... 1152.4 1126.4 EC
64 EC2606 20251020 1302.5 ... 1328.9 1288.5 EC
65 EC2608 20251020 1445 ... 1445.3 1411.4 EC
68 SC_TAS2511 20251020 ... SC_TAS
69 SC_TAS2512 20251020 ... SC_TAS
70 SC_TAS2601 20251020 ... SC_TAS
71 SC_TAS2602 20251020 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 16:26:12,173 - future_1d - INFO - ak.get_ine_daily('2025-10-20') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251020 9205.0 9400.0 ... 250.93 9294.0 9187.0 AP
1 AP511 20251020 8796.0 8970.0 ... 3455.28 8882.0 8760.0 AP
2 AP512 20251020 8686.0 8862.0 ... 6547.42 8730.0 8677.0 AP
3 AP601 20251020 8688.0 8888.0 ... 1405291.35 8798.0 8669.0 AP
4 AP603 20251020 8604.0 8916.0 ... 8262.33 8771.0 8564.0 AP
5 AP604 20251020 8663.0 9160.0 ... 5813.67 8972.0 8604.0 AP
6 AP605 20251020 8761.0 9373.0 ... 404073.49 9142.0 8654.0 AP
7 CF511 20251020 13405.0 13555.0 ... 42452.59 13490.0 13375.0 CF
8 CF601 20251020 13360.0 13495.0 ... 1946627.52 13435.0 13335.0 CF
9 CF603 20251020 13380.0 13515.0 ... 141687.96 13480.0 13360.0 CF
10 CF605 20251020 13420.0 13555.0 ... 557778.31 13505.0 13390.0 CF
11 CF607 20251020 13440.0 13575.0 ... 2781.67 13535.0 13405.0 CF
12 CF609 20251020 13615.0 13730.0 ... 4342.52 13675.0 13555.0 CF
13 CJ512 20251020 11280.0 11340.0 ... 7322.28 11250.0 11250.0 CJ
14 CJ601 20251020 11450.0 11470.0 ... 830220.93 11385.0 11405.0 CJ
15 CJ603 20251020 11340.0 11390.0 ... 9652.38 11310.0 11340.0 CJ
16 CJ605 20251020 11450.0 11465.0 ... 165812.68 11395.0 11435.0 CJ
17 CJ607 20251020 11445.0 11545.0 ... 1744.73 11480.0 11520.0 CJ
18 CJ609 20251020 11685.0 11685.0 ... 1149.54 11610.0 11655.0 CJ
19 CY510 20251020 0.0 0.0 ... 0.00 19705.0 19545.0 CY
20 CY511 20251020 19790.0 19960.0 ... 1144.20 19900.0 19780.0 CY
21 CY512 20251020 0.0 0.0 ... 0.00 19345.0 19150.0 CY
22 CY601 20251020 19490.0 19660.0 ... 134097.58 19605.0 19445.0 CY
23 CY602 20251020 0.0 0.0 ... 0.00 19475.0 19455.0 CY
24 CY603 20251020 0.0 0.0 ... 0.00 19650.0 19525.0 CY
25 CY604 20251020 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251020 19715.0 19745.0 ... 69.03 19720.0 19590.0 CY
27 CY606 20251020 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251020 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251020 0.0 0.0 ... 0.00 19605.0 19545.0 CY
30 CY609 20251020 19900.0 19900.0 ... 9.95 19900.0 19740.0 CY
31 FG510 20251020 980.0 980.0 ... 19.60 980.0 1010.0 FG
32 FG511 20251020 999.0 1020.0 ... 17399.90 1005.0 1019.0 FG
33 FG512 20251020 1103.0 1128.0 ... 153307.44 1114.0 1122.0 FG
34 FG601 20251020 1099.0 1125.0 ... 4963570.08 1108.0 1118.0 FG
35 FG602 20251020 1166.0 1192.0 ... 58829.70 1173.0 1184.0 FG
36 FG603 20251020 1165.0 1190.0 ... 195173.60 1174.0 1188.0 FG
37 FG604 20251020 1235.0 1261.0 ... 892.37 1246.0 1252.0 FG
38 FG605 20251020 1234.0 1260.0 ... 180015.65 1241.0 1252.0 FG
39 FG606 20251020 1280.0 1300.0 ... 1068.83 1285.0 1289.0 FG
40 FG607 20251020 1276.0 1291.0 ... 2092.95 1272.0 1283.0 FG
41 FG608 20251020 1327.0 1345.0 ... 1552.33 1329.0 1337.0 FG
42 FG609 20251020 1321.0 1343.0 ... 7956.01 1328.0 1336.0 FG
43 JR511 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251020 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251020 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251020 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251020 2249.0 2277.0 ... 6316.49 2255.0 2267.0 MA
53 MA512 20251020 2261.0 2293.0 ... 64957.29 2271.0 2280.0 MA
54 MA601 20251020 2272.0 2301.0 ... 1885788.96 2280.0 2289.0 MA
55 MA602 20251020 2298.0 2326.0 ... 32716.18 2307.0 2314.0 MA
56 MA603 20251020 2308.0 2336.0 ... 64365.47 2315.0 2320.0 MA
57 MA604 20251020 2310.0 2325.0 ... 76.35 2314.0 2321.0 MA
58 MA605 20251020 2292.0 2313.0 ... 217817.75 2298.0 2304.0 MA
59 MA606 20251020 2309.0 2312.0 ... 32.24 2303.0 2302.0 MA
60 MA607 20251020 2282.0 2299.0 ... 93.59 2283.0 2281.0 MA
61 MA608 20251020 2282.0 2290.0 ... 20.51 2278.0 2280.0 MA
62 MA609 20251020 2250.0 2270.0 ... 3069.82 2261.0 2260.0 MA
63 OI511 20251020 10024.0 10108.0 ... 13037.63 10068.0 10048.0 OI
64 OI601 20251020 9870.0 9952.0 ... 1500634.78 9904.0 9894.0 OI
65 OI603 20251020 9672.0 9799.0 ... 218089.00 9740.0 9690.0 OI
66 OI605 20251020 9486.0 9571.0 ... 99411.14 9526.0 9488.0 OI
67 OI607 20251020 9454.0 9516.0 ... 955.36 9459.0 9440.0 OI
68 OI609 20251020 9411.0 9469.0 ... 1017.31 9420.0 9402.0 OI
69 PF510 20251020 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251020 6072.0 6130.0 ... 18878.18 6086.0 6100.0 PF
71 PF512 20251020 6050.0 6120.0 ... 497803.67 6068.0 6068.0 PF
72 PF601 20251020 6064.0 6120.0 ... 78568.19 6076.0 6076.0 PF
73 PF602 20251020 6050.0 6106.0 ... 163089.82 6056.0 6062.0 PF
74 PF603 20251020 6042.0 6092.0 ... 71123.91 6046.0 6050.0 PF
75 PF604 20251020 6136.0 6136.0 ... 12.22 6108.0 6094.0 PF
76 PF605 20251020 6128.0 6150.0 ... 222.63 6100.0 6096.0 PF
77 PF606 20251020 6092.0 6102.0 ... 9.14 6096.0 6090.0 PF
78 PF607 20251020 6152.0 6186.0 ... 21.49 6140.0 6112.0 PF
79 PF608 20251020 0.0 0.0 ... 0.00 6128.0 6128.0 PF
80 PF609 20251020 6182.0 6182.0 ... 18.46 6154.0 6132.0 PF
81 PK510 20251020 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251020 7750.0 7758.0 ... 17305.63 7710.0 7758.0 PK
83 PK512 20251020 7842.0 7882.0 ... 138082.18 7836.0 7864.0 PK
84 PK601 20251020 7948.0 7994.0 ... 400188.70 7952.0 7968.0 PK
85 PK603 20251020 8028.0 8090.0 ... 134734.89 8040.0 8048.0 PK
86 PK604 20251020 8048.0 8082.0 ... 614.88 8038.0 8042.0 PK
87 PK605 20251020 8034.0 8100.0 ... 14976.60 8066.0 8066.0 PK
88 PL601 20251020 6029.0 6099.0 ... 84254.09 6065.0 6049.0 PL
89 PL602 20251020 6031.0 6138.0 ... 28410.13 6112.0 6085.0 PL
90 PL603 20251020 6025.0 6138.0 ... 15334.72 6105.0 6078.0 PL
91 PL604 20251020 6082.0 6082.0 ... 12.16 6082.0 6078.0 PL
92 PL605 20251020 6113.0 6113.0 ... 206.68 6079.0 6068.0 PL
93 PL606 20251020 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251020 0.0 0.0 ... 0.00 6245.0 6245.0 PL
95 PL608 20251020 6164.0 6164.0 ... 12.33 6164.0 6106.0 PL
96 PL609 20251020 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251020 5650.0 5670.0 ... 2547.15 5660.0 5650.0 PR
104 PR511 20251020 5576.0 5618.0 ... 16919.36 5578.0 5582.0 PR
105 PR512 20251020 5576.0 5614.0 ... 237658.73 5568.0 5578.0 PR
106 PR601 20251020 5536.0 5578.0 ... 332913.20 5534.0 5542.0 PR
107 PR602 20251020 5554.0 5616.0 ... 61793.09 5568.0 5586.0 PR
108 PR603 20251020 5612.0 5612.0 ... 258.50 5560.0 5576.0 PR
109 PR604 20251020 5626.0 5626.0 ... 133.97 5582.0 5596.0 PR
110 PR605 20251020 5640.0 5640.0 ... 75.75 5612.0 5614.0 PR
111 PR606 20251020 0.0 0.0 ... 0.00 5644.0 5650.0 PR
112 PR607 20251020 5670.0 5670.0 ... 8.51 5670.0 5652.0 PR
113 PR608 20251020 5682.0 5682.0 ... 17.01 5672.0 5666.0 PR
114 PR609 20251020 0.0 0.0 ... 0.00 5662.0 5662.0 PR
115 PX510 20251020 0.0 0.0 ... 0.00 6304.0 6314.0 PX
116 PX511 20251020 6300.0 6370.0 ... 31102.03 6306.0 6330.0 PX
117 PX512 20251020 6322.0 6392.0 ... 104241.73 6314.0 6350.0 PX
118 PX601 20251020 6312.0 6392.0 ... 624428.49 6324.0 6334.0 PX
119 PX602 20251020 6318.0 6408.0 ... 332949.18 6324.0 6346.0 PX
120 PX603 20251020 6450.0 6450.0 ... 196230.81 6316.0 6332.0 PX
121 PX604 20251020 6360.0 6360.0 ... 9.51 6340.0 6312.0 PX
122 PX605 20251020 6340.0 6422.0 ... 2933.23 6378.0 6356.0 PX
123 PX606 20251020 6442.0 6442.0 ... 12.79 6398.0 6382.0 PX
124 PX607 20251020 6340.0 6340.0 ... 3.17 6340.0 6344.0 PX
125 PX608 20251020 6426.0 6426.0 ... 9.57 6382.0 6362.0 PX
126 PX609 20251020 6424.0 6442.0 ... 32.04 6408.0 6386.0 PX
127 RI511 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251020 2379.0 2420.0 ... 2460.00 2405.0 2395.0 RM
134 RM601 20251020 2304.0 2367.0 ... 589502.19 2347.0 2338.0 RM
135 RM603 20251020 2273.0 2310.0 ... 4977.53 2298.0 2292.0 RM
136 RM605 20251020 2274.0 2312.0 ... 108276.94 2300.0 2292.0 RM
137 RM607 20251020 2273.0 2302.0 ... 7401.73 2293.0 2284.0 RM
138 RM608 20251020 2377.0 2405.0 ... 357.32 2398.0 2392.0 RM
139 RM609 20251020 2371.0 2399.0 ... 2963.88 2392.0 2386.0 RM
140 RS511 20251020 0.0 0.0 ... 0.00 5280.0 5280.0 RS
141 RS607 20251020 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251020 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251020 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251020 1130.0 1150.0 ... 624.54 1142.0 1130.0 SA
145 SA511 20251020 1145.0 1167.0 ... 15766.34 1157.0 1147.0 SA
146 SA512 20251020 1202.0 1229.0 ... 101023.79 1217.0 1208.0 SA
147 SA601 20251020 1214.0 1239.0 ... 2947788.24 1228.0 1219.0 SA
148 SA602 20251020 1249.0 1278.0 ... 91514.08 1267.0 1255.0 SA
149 SA603 20251020 1257.0 1286.0 ... 245724.54 1274.0 1264.0 SA
150 SA604 20251020 1296.0 1319.0 ... 2046.53 1310.0 1298.0 SA
151 SA605 20251020 1291.0 1324.0 ... 146726.07 1313.0 1305.0 SA
152 SA606 20251020 1322.0 1340.0 ... 891.12 1330.0 1325.0 SA
153 SA607 20251020 1320.0 1346.0 ... 2431.40 1330.0 1331.0 SA
154 SA608 20251020 1363.0 1376.0 ... 869.60 1367.0 1360.0 SA
155 SA609 20251020 1363.0 1382.0 ... 7348.69 1371.0 1370.0 SA
156 SF510 20251020 0.0 0.0 ... 0.00 5276.0 5276.0 SF
157 SF511 20251020 5492.0 5500.0 ... 49230.57 5464.0 5440.0 SF
158 SF512 20251020 5470.0 5488.0 ... 74957.10 5448.0 5424.0 SF
159 SF601 20251020 5452.0 5478.0 ... 366591.48 5444.0 5414.0 SF
160 SF602 20251020 5408.0 5428.0 ... 62410.01 5388.0 5370.0 SF
161 SF603 20251020 5548.0 5578.0 ... 133862.30 5532.0 5520.0 SF
162 SF604 20251020 5506.0 5506.0 ... 2.75 5506.0 5508.0 SF
163 SF605 20251020 5538.0 5552.0 ... 2860.34 5512.0 5500.0 SF
164 SF606 20251020 5464.0 5482.0 ... 43.76 5472.0 5460.0 SF
165 SF607 20251020 5666.0 5670.0 ... 42.35 5646.0 5632.0 SF
166 SF608 20251020 5624.0 5624.0 ... 5.62 5618.0 5632.0 SF
167 SF609 20251020 5602.0 5640.0 ... 235.53 5608.0 5602.0 SF
168 SH510 20251020 0.0 0.0 ... 0.00 2340.0 2367.0 SH
169 SH511 20251020 2331.0 2387.0 ... 31649.38 2365.0 2368.0 SH
170 SH512 20251020 2362.0 2403.0 ... 83541.82 2383.0 2415.0 SH
171 SH601 20251020 2348.0 2395.0 ... 2127680.94 2373.0 2400.0 SH
172 SH602 20251020 2376.0 2422.0 ... 280120.15 2401.0 2451.0 SH
173 SH603 20251020 2380.0 2429.0 ... 220764.00 2408.0 2463.0 SH
174 SH604 20251020 2450.0 2473.0 ... 272.93 2459.0 2492.0 SH
175 SH605 20251020 2446.0 2496.0 ... 20122.87 2476.0 2499.0 SH
176 SH606 20251020 2513.0 2530.0 ... 225.78 2509.0 2513.0 SH
177 SH607 20251020 2533.0 2535.0 ... 98.32 2521.0 2528.0 SH
178 SH608 20251020 2561.0 2572.0 ... 53.61 2553.0 2556.0 SH
179 SH609 20251020 2561.0 2583.0 ... 130.70 2563.0 2573.0 SH
180 SM510 20251020 0.0 0.0 ... 0.00 5612.0 5612.0 SM
181 SM511 20251020 5732.0 5774.0 ... 6509.17 5746.0 5716.0 SM
182 SM512 20251020 5724.0 5780.0 ... 105683.26 5742.0 5726.0 SM
183 SM601 20251020 5742.0 5786.0 ... 440279.94 5756.0 5724.0 SM
184 SM602 20251020 5742.0 5792.0 ... 123279.52 5752.0 5732.0 SM
185 SM603 20251020 5776.0 5800.0 ... 163446.49 5766.0 5746.0 SM
186 SM604 20251020 5758.0 5766.0 ... 25.91 5760.0 5754.0 SM
187 SM605 20251020 5788.0 5822.0 ... 11023.88 5794.0 5768.0 SM
188 SM606 20251020 5810.0 5810.0 ... 5.79 5790.0 5766.0 SM
189 SM607 20251020 5766.0 5834.0 ... 121.13 5768.0 5766.0 SM
190 SM608 20251020 0.0 0.0 ... 0.00 5796.0 5776.0 SM
191 SM609 20251020 5794.0 5852.0 ... 1652.95 5832.0 5794.0 SM
192 SR511 20251020 5398.0 5410.0 ... 6297.20 5396.0 5398.0 SR
193 SR601 20251020 5417.0 5451.0 ... 955978.33 5435.0 5415.0 SR
194 SR603 20251020 5402.0 5435.0 ... 207541.01 5419.0 5399.0 SR
195 SR605 20251020 5380.0 5411.0 ... 114595.03 5396.0 5380.0 SR
196 SR607 20251020 5390.0 5414.0 ... 2257.72 5401.0 5387.0 SR
197 SR609 20251020 5400.0 5422.0 ... 4376.46 5410.0 5395.0 SR
198 TA510 20251020 4380.0 4380.0 ... 447.98 4350.0 4378.0 TA
199 TA511 20251020 4376.0 4418.0 ... 21670.04 4374.0 4392.0 TA
200 TA512 20251020 4390.0 4448.0 ... 190748.07 4394.0 4406.0 TA
201 TA601 20251020 4418.0 4458.0 ... 1406517.90 4414.0 4424.0 TA
202 TA602 20251020 4434.0 4472.0 ... 318265.38 4432.0 4436.0 TA
203 TA603 20251020 4444.0 4486.0 ... 182013.10 4450.0 4450.0 TA
204 TA604 20251020 4446.0 4446.0 ... 42.24 4446.0 4490.0 TA
205 TA605 20251020 4470.0 4516.0 ... 68018.86 4478.0 4482.0 TA
206 TA606 20251020 4464.0 4464.0 ... 2.23 4464.0 4474.0 TA
207 TA607 20251020 0.0 0.0 ... 0.00 4482.0 4490.0 TA
208 TA608 20251020 0.0 0.0 ... 0.00 4500.0 4508.0 TA
209 TA609 20251020 4510.0 4544.0 ... 2392.45 4514.0 4518.0 TA
210 UR510 20251020 1490.0 1500.0 ... 1827.88 1496.0 1495.0 UR
211 UR511 20251020 1584.0 1594.0 ... 4639.08 1581.0 1576.0 UR
212 UR512 20251020 1595.0 1606.0 ... 22073.53 1592.0 1587.0 UR
213 UR601 20251020 1605.0 1619.0 ... 513159.05 1607.0 1600.0 UR
214 UR602 20251020 1617.0 1624.0 ... 18314.60 1611.0 1606.0 UR
215 UR603 20251020 1669.0 1675.0 ... 180.10 1668.0 1662.0 UR
216 UR604 20251020 1672.0 1685.0 ... 100.41 1674.0 1668.0 UR
217 UR605 20251020 1678.0 1687.0 ... 31908.78 1679.0 1671.0 UR
218 UR606 20251020 1681.0 1692.0 ... 208.81 1684.0 1677.0 UR
219 UR607 20251020 1713.0 1721.0 ... 30.87 1715.0 1711.0 UR
220 UR608 20251020 1723.0 1723.0 ... 10.29 1716.0 1708.0 UR
221 UR609 20251020 1710.0 1718.0 ... 198.54 1712.0 1704.0 UR
222 WH511 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 16:26:12,483 - future_1d - INFO - ak.get_czce_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 a2511 20251020 4005.00 ... 4041.00 4012.00 A
1 a2601 20251020 4028.00 ... 4055.00 4034.00 A
2 a2603 20251020 4013.00 ... 4055.00 4034.00 A
3 a2605 20251020 4060.00 ... 4087.00 4066.00 A
4 a2607 20251020 4047.00 ... 4083.00 4060.00 A
5 a2609 20251020 4060.00 ... 4086.00 4063.00 A
6 b2510 20251020 0.00 ... 3600.00 3600.00 B
7 b2511 20251020 3575.00 ... 3607.00 3582.00 B
8 b2512 20251020 3593.00 ... 3611.00 3595.00 B
9 b2601 20251020 3595.00 ... 3623.00 3609.00 B
10 b2602 20251020 3605.00 ... 3639.00 3618.00 B
11 b2603 20251020 3585.00 ... 3603.00 3585.00 B
12 b2604 20251020 3498.00 ... 3501.00 3504.00 B
13 b2605 20251020 3424.00 ... 3446.00 3441.00 B
14 b2606 20251020 3412.00 ... 3418.00 3408.00 B
15 b2607 20251020 3403.00 ... 3419.00 3410.00 B
16 b2608 20251020 3502.00 ... 3517.00 3511.00 B
17 b2609 20251020 3534.00 ... 3549.00 3534.00 B
18 bb2511 20251020 0.00 ... 144.50 144.50 BB
19 bb2601 20251020 147.10 ... 146.85 147.15 BB
20 bb2603 20251020 146.50 ... 146.65 146.90 BB
21 bb2605 20251020 147.35 ... 147.10 147.70 BB
22 bb2607 20251020 0.00 ... 151.60 152.20 BB
23 bb2609 20251020 0.00 ... 151.60 152.20 BB
24 bz2603 20251020 5579.00 ... 5535.00 5594.00 BZ
25 bz2604 20251020 5602.00 ... 5529.00 5583.00 BZ
26 bz2605 20251020 5608.00 ... 5532.00 5587.00 BZ
27 bz2606 20251020 5588.00 ... 5515.00 5597.00 BZ
28 bz2607 20251020 5485.00 ... 5479.00 5603.00 BZ
29 bz2608 20251020 0.00 ... 5577.00 5586.00 BZ
30 bz2609 20251020 0.00 ... 5639.00 5695.00 BZ
31 c2511 20251020 2114.00 ... 2118.00 2114.00 C
32 c2601 20251020 2118.00 ... 2128.00 2128.00 C
33 c2603 20251020 2148.00 ... 2158.00 2158.00 C
34 c2605 20251020 2220.00 ... 2236.00 2231.00 C
35 c2607 20251020 2238.00 ... 2257.00 2243.00 C
36 c2609 20251020 2254.00 ... 2271.00 2259.00 C
37 cs2511 20251020 2374.00 ... 2382.00 2373.00 CS
38 cs2601 20251020 2387.00 ... 2402.00 2402.00 CS
39 cs2603 20251020 2404.00 ... 2426.00 2423.00 CS
40 cs2605 20251020 2522.00 ... 2534.00 2528.00 CS
41 cs2607 20251020 2538.00 ... 2551.00 2541.00 CS
42 cs2609 20251020 2583.00 ... 2592.00 2583.00 CS
43 eb2510 20251020 6419.00 ... 6316.00 6495.00 EB
44 eb2511 20251020 6505.00 ... 6469.00 6519.00 EB
45 eb2512 20251020 6528.00 ... 6495.00 6542.00 EB
46 eb2601 20251020 6570.00 ... 6543.00 6587.00 EB
47 eb2602 20251020 6629.00 ... 6609.00 6640.00 EB
48 eb2603 20251020 6696.00 ... 6670.00 6696.00 EB
49 eb2604 20251020 6768.00 ... 6689.00 6747.00 EB
50 eb2605 20251020 6772.00 ... 6756.00 6795.00 EB
51 eb2606 20251020 6828.00 ... 6795.00 6870.00 EB
52 eb2607 20251020 6823.00 ... 6817.00 6836.00 EB
53 eb2608 20251020 6819.00 ... 6822.00 6840.00 EB
54 eb2609 20251020 6857.00 ... 6857.00 6869.00 EB
55 eg2510 20251020 4086.00 ... 4057.00 4082.00 EG
56 eg2511 20251020 4022.00 ... 4031.00 4043.00 EG
57 eg2512 20251020 4022.00 ... 4028.00 4038.00 EG
58 eg2601 20251020 4012.00 ... 4030.00 4037.00 EG
59 eg2602 20251020 4056.00 ... 4054.00 4051.00 EG
60 eg2603 20251020 4062.00 ... 4069.00 4065.00 EG
61 eg2604 20251020 4123.00 ... 4108.00 4131.00 EG
62 eg2605 20251020 4104.00 ... 4111.00 4122.00 EG
63 eg2606 20251020 4127.00 ... 4108.00 4131.00 EG
64 eg2607 20251020 4125.00 ... 4132.00 4166.00 EG
65 eg2608 20251020 4156.00 ... 4136.00 4180.00 EG
66 eg2609 20251020 4148.00 ... 4146.00 4150.00 EG
67 fb2510 20251020 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251020 1239.50 ... 1232.50 1240.00 FB
69 fb2512 20251020 1256.50 ... 1258.00 1259.50 FB
70 fb2601 20251020 1267.50 ... 1268.50 1268.00 FB
71 fb2602 20251020 1265.50 ... 1265.50 1266.50 FB
72 fb2603 20251020 1258.00 ... 1258.00 1261.50 FB
73 fb2604 20251020 1260.00 ... 1260.50 1265.00 FB
74 fb2605 20251020 1315.00 ... 1315.00 1288.50 FB
75 fb2606 20251020 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251020 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251020 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251020 0.00 ... 1296.00 1296.00 FB
79 i2510 20251020 0.00 ... 806.00 806.00 I
80 i2511 20251020 790.00 ... 787.00 789.00 I
81 i2512 20251020 782.50 ... 779.50 783.00 I
82 i2601 20251020 771.00 ... 768.50 771.50 I
83 i2602 20251020 769.00 ... 767.00 769.50 I
84 i2603 20251020 764.50 ... 764.00 766.00 I
85 i2604 20251020 759.50 ... 758.50 761.00 I
86 i2605 20251020 749.00 ... 749.00 750.50 I
87 i2606 20251020 744.50 ... 744.00 745.00 I
88 i2607 20251020 739.50 ... 738.50 740.50 I
89 i2608 20251020 735.00 ... 734.50 736.00 I
90 i2609 20251020 729.00 ... 728.00 729.00 I
91 j2510 20251020 0.00 ... 1600.00 1600.00 J
92 j2511 20251020 1655.00 ... 1656.50 1621.00 J
93 j2512 20251020 1683.00 ... 1687.50 1649.00 J
94 j2601 20251020 1685.00 ... 1719.00 1682.50 J
95 j2602 20251020 1755.00 ... 1753.00 1707.00 J
96 j2603 20251020 0.00 ... 1738.50 1738.50 J
97 j2604 20251020 1860.00 ... 1847.50 1808.00 J
98 j2605 20251020 1831.00 ... 1864.50 1828.50 J
99 j2606 20251020 1886.50 ... 1887.50 1820.50 J
100 j2607 20251020 1897.00 ... 1897.00 1833.50 J
101 j2608 20251020 0.00 ... 1865.00 1865.00 J
102 j2609 20251020 1945.00 ... 1946.00 1909.50 J
103 jd2510 20251020 2709.00 ... 2700.00 2734.00 JD
104 jd2511 20251020 2752.00 ... 2770.00 2819.00 JD
105 jd2512 20251020 2900.00 ... 2916.00 2965.00 JD
106 jd2601 20251020 3150.00 ... 3153.00 3176.00 JD
107 jd2602 20251020 2940.00 ... 2949.00 2968.00 JD
108 jd2603 20251020 2960.00 ... 2962.00 2974.00 JD
109 jd2604 20251020 3103.00 ... 3122.00 3108.00 JD
110 jd2605 20251020 3310.00 ... 3332.00 3310.00 JD
111 jd2606 20251020 3212.00 ... 3232.00 3211.00 JD
112 jd2607 20251020 3447.00 ... 3477.00 3459.00 JD
113 jd2608 20251020 3945.00 ... 3959.00 3951.00 JD
114 jd2609 20251020 3829.00 ... 3851.00 3845.00 JD
115 jm2510 20251020 1036.50 ... 1036.50 960.00 JM
116 jm2511 20251020 1053.00 ... 1080.00 1067.50 JM
117 jm2512 20251020 1121.00 ... 1150.00 1120.00 JM
118 jm2601 20251020 1190.00 ... 1219.50 1184.50 JM
119 jm2602 20251020 1205.00 ... 1240.00 1206.50 JM
120 jm2603 20251020 1230.00 ... 1256.00 1225.00 JM
121 jm2604 20251020 1242.50 ... 1273.50 1245.50 JM
122 jm2605 20251020 1265.00 ... 1297.00 1266.50 JM
123 jm2606 20251020 1290.00 ... 1317.00 1283.50 JM
124 jm2607 20251020 1308.00 ... 1328.00 1303.50 JM
125 jm2608 20251020 1328.50 ... 1355.00 1323.50 JM
126 jm2609 20251020 1345.00 ... 1372.00 1346.50 JM
127 l2510 20251020 0.00 ... 6856.00 6856.00 L
128 l2511 20251020 6875.00 ... 6890.00 6868.00 L
129 l2512 20251020 6870.00 ... 6903.00 6883.00 L
130 l2601 20251020 6891.00 ... 6909.00 6893.00 L
131 l2602 20251020 6916.00 ... 6904.00 6890.00 L
132 l2603 20251020 6891.00 ... 6912.00 6892.00 L
133 l2604 20251020 6960.00 ... 6958.00 6945.00 L
134 l2605 20251020 6912.00 ... 6943.00 6927.00 L
135 l2606 20251020 6954.00 ... 6936.00 6919.00 L
136 l2607 20251020 6969.00 ... 6954.00 6952.00 L
137 l2608 20251020 6972.00 ... 6967.00 6934.00 L
138 l2609 20251020 6952.00 ... 6965.00 6922.00 L
139 lg2511 20251020 802.00 ... 803.00 800.50 LG
140 lg2601 20251020 836.00 ... 834.50 830.50 LG
141 lg2603 20251020 835.00 ... 833.00 832.50 LG
142 lg2605 20251020 834.00 ... 834.00 834.00 LG
143 lg2607 20251020 836.00 ... 835.50 834.00 LG
144 lg2609 20251020 836.50 ... 835.50 835.50 LG
145 lh2511 20251020 11200.00 ... 11365.00 11105.00 LH
146 lh2601 20251020 11800.00 ... 12100.00 11815.00 LH
147 lh2603 20251020 11420.00 ... 11550.00 11375.00 LH
148 lh2605 20251020 11985.00 ... 12115.00 12000.00 LH
149 lh2607 20251020 12760.00 ... 12895.00 12770.00 LH
150 lh2609 20251020 13520.00 ... 13660.00 13580.00 LH
151 m2511 20251020 2854.00 ... 2874.00 2857.00 M
152 m2512 20251020 2885.00 ... 2904.00 2900.00 M
153 m2601 20251020 2868.00 ... 2894.00 2882.00 M
154 m2603 20251020 2855.00 ... 2879.00 2872.00 M
155 m2605 20251020 2708.00 ... 2731.00 2730.00 M
156 m2607 20251020 2705.00 ... 2716.00 2715.00 M
157 m2608 20251020 2830.00 ... 2841.00 2837.00 M
158 m2609 20251020 2840.00 ... 2847.00 2840.00 M
159 p2510 20251020 0.00 ... 9120.00 9120.00 P
160 p2511 20251020 9258.00 ... 9276.00 9254.00 P
161 p2512 20251020 9290.00 ... 9310.00 9282.00 P
162 p2601 20251020 9332.00 ... 9370.00 9334.00 P
163 p2602 20251020 9304.00 ... 9382.00 9336.00 P
164 p2603 20251020 9342.00 ... 9394.00 9352.00 P
165 p2604 20251020 9354.00 ... 9380.00 9330.00 P
166 p2605 20251020 9278.00 ... 9328.00 9294.00 P
167 p2606 20251020 9208.00 ... 9226.00 9208.00 P
168 p2607 20251020 9154.00 ... 9134.00 9126.00 P
169 p2608 20251020 9056.00 ... 9064.00 9034.00 P
170 p2609 20251020 9000.00 ... 9022.00 8974.00 P
171 pg2510 20251020 4339.00 ... 4339.00 4339.00 PG
172 pg2511 20251020 4224.00 ... 4239.00 4241.00 PG
173 pg2512 20251020 4095.00 ... 4102.00 4109.00 PG
174 pg2601 20251020 3981.00 ... 3994.00 4001.00 PG
175 pg2602 20251020 3879.00 ... 3899.00 3907.00 PG
176 pg2603 20251020 3792.00 ... 3806.00 3821.00 PG
177 pg2604 20251020 4147.00 ... 4137.00 4180.00 PG
178 pg2605 20251020 4037.00 ... 4057.00 4078.00 PG
179 pg2606 20251020 3992.00 ... 4002.00 4011.00 PG
180 pg2607 20251020 3955.00 ... 3937.00 3972.00 PG
181 pg2608 20251020 3890.00 ... 3884.00 3902.00 PG
182 pg2609 20251020 3818.00 ... 3827.00 3842.00 PG
183 pp2510 20251020 0.00 ... 6455.00 6455.00 PP
184 pp2511 20251020 6483.00 ... 6525.00 6508.00 PP
185 pp2512 20251020 6561.00 ... 6568.00 6550.00 PP
186 pp2601 20251020 6566.00 ... 6594.00 6583.00 PP
187 pp2602 20251020 6568.00 ... 6596.00 6585.00 PP
188 pp2603 20251020 6564.00 ... 6593.00 6585.00 PP
189 pp2604 20251020 6608.00 ... 6625.00 6604.00 PP
190 pp2605 20251020 6609.00 ... 6640.00 6630.00 PP
191 pp2606 20251020 6611.00 ... 6600.00 6583.00 PP
192 pp2607 20251020 6617.00 ... 6595.00 6587.00 PP
193 pp2608 20251020 6646.00 ... 6630.00 6616.00 PP
194 pp2609 20251020 6650.00 ... 6664.00 6657.00 PP
195 rr2510 20251020 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251020 3617.00 ... 3617.00 3616.00 RR
197 rr2512 20251020 3593.00 ... 3597.00 3598.00 RR
198 rr2601 20251020 3629.00 ... 3627.00 3627.00 RR
199 rr2602 20251020 3619.00 ... 3614.00 3617.00 RR
200 rr2603 20251020 3614.00 ... 3613.00 3614.00 RR
201 rr2604 20251020 3615.00 ... 3618.00 3622.00 RR
202 rr2605 20251020 3620.00 ... 3615.00 3625.00 RR
203 rr2606 20251020 3610.00 ... 3606.00 3612.00 RR
204 rr2607 20251020 3608.00 ... 3608.00 3609.00 RR
205 rr2608 20251020 3599.00 ... 3600.00 3606.00 RR
206 rr2609 20251020 3616.00 ... 3616.00 3623.00 RR
207 v2510 20251020 4592.00 ... 4596.00 4586.00 V
208 v2511 20251020 4597.00 ... 4632.00 4617.00 V
209 v2512 20251020 4653.00 ... 4673.00 4658.00 V
210 v2601 20251020 4696.00 ... 4721.00 4706.00 V
211 v2602 20251020 4741.00 ... 4767.00 4748.00 V
212 v2603 20251020 4767.00 ... 4796.00 4777.00 V
213 v2604 20251020 5000.00 ... 4993.00 4970.00 V
214 v2605 20251020 4991.00 ... 5026.00 5012.00 V
215 v2606 20251020 5072.00 ... 5065.00 5045.00 V
216 v2607 20251020 5103.00 ... 5106.00 5090.00 V
217 v2608 20251020 5126.00 ... 5132.00 5116.00 V
218 v2609 20251020 5129.00 ... 5151.00 5140.00 V
219 y2511 20251020 8262.00 ... 8292.00 8272.00 Y
220 y2512 20251020 8304.00 ... 8346.00 8316.00 Y
221 y2601 20251020 8272.00 ... 8312.00 8286.00 Y
222 y2603 20251020 8224.00 ... 8256.00 8230.00 Y
223 y2605 20251020 8048.00 ... 8108.00 8078.00 Y
224 y2607 20251020 7998.00 ... 8044.00 8018.00 Y
225 y2608 20251020 8010.00 ... 8036.00 8008.00 Y
226 y2609 20251020 7960.00 ... 8012.00 7986.00 Y
[227 rows x 12 columns]
2025-10-22 16:26:13,070 - future_1d - INFO - ak.get_dce_daily('2025-10-20') done
2025-10-22 16:26:14,854 - future_1d - INFO - save future_daily 2025-10-20 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251021 50485.0 ... 51935.0 52345.0 PS
1 PS2511 20251021 50210.0 ... 50590.0 51345.0 PS
2 PS2512 20251021 52630.0 ... 52985.0 53755.0 PS
3 PS2601 20251021 52780.0 ... 52915.0 53700.0 PS
4 PS2602 20251021 52455.0 ... 52715.0 53565.0 PS
5 PS2603 20251021 52390.0 ... 52665.0 53340.0 PS
6 PS2604 20251021 52190.0 ... 52390.0 53250.0 PS
7 PS2605 20251021 52005.0 ... 52340.0 53180.0 PS
8 PS2606 20251021 53930.0 ... 54080.0 54935.0 PS
9 PS2607 20251021 53600.0 ... 53780.0 54860.0 PS
10 PS2608 20251021 53160.0 ... 53470.0 54340.0 PS
11 PS2609 20251021 53080.0 ... 53500.0 54110.0 PS
13 SI2510 20251021 8455.0 ... 8460.0 8580.0 SI
14 SI2511 20251021 8520.0 ... 8480.0 8585.0 SI
15 SI2512 20251021 8975.0 ... 8865.0 8955.0 SI
16 SI2601 20251021 8850.0 ... 8820.0 8905.0 SI
17 SI2602 20251021 8880.0 ... 8835.0 8910.0 SI
18 SI2603 20251021 8910.0 ... 8840.0 8910.0 SI
19 SI2604 20251021 8800.0 ... 8855.0 8920.0 SI
20 SI2605 20251021 8885.0 ... 8850.0 8935.0 SI
21 SI2606 20251021 8880.0 ... 8865.0 8940.0 SI
22 SI2607 20251021 8910.0 ... 8855.0 8950.0 SI
23 SI2608 20251021 8840.0 ... 8890.0 8960.0 SI
24 SI2609 20251021 8960.0 ... 8900.0 8975.0 SI
27 LC2510 20251021 75560.0 ... 75780.0 75560.0 LC
28 LC2511 20251021 75700.0 ... 75440.0 75900.0 LC
29 LC2512 20251021 75780.0 ... 75800.0 76140.0 LC
30 LC2601 20251021 75920.0 ... 75880.0 76180.0 LC
31 LC2602 20251021 75600.0 ... 75680.0 75920.0 LC
32 LC2603 20251021 75520.0 ... 75580.0 75800.0 LC
33 LC2604 20251021 75780.0 ... 75840.0 76160.0 LC
34 LC2605 20251021 75720.0 ... 75920.0 76140.0 LC
35 LC2606 20251021 75660.0 ... 75720.0 75900.0 LC
36 LC2607 20251021 75700.0 ... 75700.0 75980.0 LC
37 LC2608 20251021 76080.0 ... 75940.0 76200.0 LC
38 LC2609 20251021 76000.0 ... 76060.0 76180.0 LC
[36 rows x 12 columns]
2025-10-22 16:26:19,383 - future_1d - INFO - ak.get_gfex_daily('2025-10-21') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251021 ... 85520 85300 CU
1 1 CU2512 20251021 ... 85530 85260 CU
2 2 CU2601 20251021 ... 85500 85230 CU
3 3 CU2602 20251021 ... 85490 85160 CU
4 4 CU2603 20251021 ... 85420 85120 CU
5 5 CU2604 20251021 ... 85320 85040 CU
6 6 CU2605 20251021 ... 85300 84970 CU
7 7 CU2606 20251021 ... 85210 84990 CU
8 8 CU2607 20251021 ... 85140 84890 CU
9 9 CU2608 20251021 ... 85060 84710 CU
10 10 CU2609 20251021 ... 84960 84510 CU
11 11 CU2610 20251021 ... 84880 84660 CU
12 12 BC2511 20251021 ... 76030 75720 BC
13 13 BC2512 20251021 ... 76090 75960 BC
14 14 BC2601 20251021 ... 75860 75860 BC
15 15 BC2602 20251021 ... 75800 75800 BC
16 16 BC2603 20251021 ... 76430 75870 BC
17 17 BC2604 20251021 ... 76440 76440 BC
18 18 BC2605 20251021 ... 75900 75900 BC
19 19 BC2606 20251021 ... 75880 75880 BC
20 20 BC2607 20251021 ... 76570 76570 BC
21 21 BC2608 20251021 ... 75800 75800 BC
22 22 BC2609 20251021 ... 76130 76130 BC
23 23 BC2610 20251021 ... 76130 76130 BC
24 24 AL2511 20251021 ... 20910 20900 AL
25 25 AL2512 20251021 ... 20930 20930 AL
26 26 AL2601 20251021 ... 20940 20930 AL
27 27 AL2602 20251021 ... 20955 20940 AL
28 28 AL2603 20251021 ... 20965 20955 AL
29 29 AL2604 20251021 ... 20980 20970 AL
30 30 AL2605 20251021 ... 20985 20985 AL
31 31 AL2606 20251021 ... 20985 20985 AL
32 32 AL2607 20251021 ... 20995 20995 AL
33 33 AL2608 20251021 ... 21020 21000 AL
34 34 AL2609 20251021 ... 21000 20995 AL
35 35 AL2610 20251021 ... 21015 20980 AL
36 36 ZN2511 20251021 ... 21955 21880 ZN
37 37 ZN2512 20251021 ... 21960 21885 ZN
38 38 ZN2601 20251021 ... 21995 21915 ZN
39 39 ZN2602 20251021 ... 22015 21945 ZN
40 40 ZN2603 20251021 ... 22075 21980 ZN
41 41 ZN2604 20251021 ... 22090 22010 ZN
42 42 ZN2605 20251021 ... 22125 22025 ZN
43 43 ZN2606 20251021 ... 22165 22080 ZN
44 44 ZN2607 20251021 ... 22160 22080 ZN
45 45 ZN2608 20251021 ... 22210 22105 ZN
46 46 ZN2609 20251021 ... 22205 22150 ZN
47 47 ZN2610 20251021 ... 22175 22210 ZN
48 48 PB2511 20251021 ... 17165 17100 PB
49 49 PB2512 20251021 ... 17170 17120 PB
50 50 PB2601 20251021 ... 17175 17110 PB
51 51 PB2602 20251021 ... 17180 17140 PB
52 52 PB2603 20251021 ... 17200 17155 PB
53 53 PB2604 20251021 ... 17220 17165 PB
54 54 PB2605 20251021 ... 17245 17175 PB
55 55 PB2606 20251021 ... 17200 17200 PB
56 56 PB2607 20251021 ... 17255 17210 PB
57 57 PB2608 20251021 ... 17285 17240 PB
58 58 PB2609 20251021 ... 17285 17270 PB
59 59 PB2610 20251021 ... 17235 17195 PB
60 60 NI2511 20251021 ... 121320 120750 NI
61 61 NI2512 20251021 ... 121510 120920 NI
62 62 NI2601 20251021 ... 121680 121140 NI
63 63 NI2602 20251021 ... 121830 121320 NI
64 64 NI2603 20251021 ... 122150 121540 NI
65 65 NI2604 20251021 ... 122400 121810 NI
66 66 NI2605 20251021 ... 122670 122070 NI
67 67 NI2606 20251021 ... 122820 122230 NI
68 68 NI2607 20251021 ... 122990 122530 NI
69 69 NI2608 20251021 ... 123260 122820 NI
70 70 NI2609 20251021 ... 123430 123150 NI
71 71 NI2610 20251021 ... 123670 123160 NI
72 72 SN2511 20251021 ... 280630 278950 SN
73 73 SN2512 20251021 ... 281110 279380 SN
74 74 SN2601 20251021 ... 281190 279520 SN
75 75 SN2602 20251021 ... 281230 279580 SN
76 76 SN2603 20251021 ... 281090 279470 SN
77 77 SN2604 20251021 ... 281150 279690 SN
78 78 SN2605 20251021 ... 281350 279650 SN
79 79 SN2606 20251021 ... 281260 279860 SN
80 80 SN2607 20251021 ... 282010 280420 SN
81 81 SN2608 20251021 ... 282490 280550 SN
82 82 SN2609 20251021 ... 282560 280620 SN
83 83 SN2610 20251021 ... 282220 281950 SN
84 84 AO2511 20251021 ... 2766 2788 AO
85 85 AO2512 20251021 ... 2780 2806 AO
86 86 AO2601 20251021 ... 2795 2816 AO
87 87 AO2602 20251021 ... 2818 2837 AO
88 88 AO2603 20251021 ... 2886 2903 AO
89 89 AO2604 20251021 ... 2888 2914 AO
90 90 AO2605 20251021 ... 2909 2927 AO
91 91 AO2606 20251021 ... 2917 2933 AO
92 92 AO2607 20251021 ... 2929 2942 AO
93 93 AO2608 20251021 ... 2941 2960 AO
94 94 AO2609 20251021 ... 2956 2975 AO
95 95 AO2610 20251021 ... 2968 2990 AO
96 96 AD2511 20251021 ... 20330 20330 AD
97 97 AD2512 20251021 ... 20400 20400 AD
98 98 AD2601 20251021 ... 20440 20440 AD
99 99 AD2602 20251021 ... 20445 20435 AD
100 100 AD2603 20251021 ... 20495 20350 AD
101 101 AD2604 20251021 ... 20450 20420 AD
102 102 AD2605 20251021 ... 20355 20360 AD
103 103 AD2606 20251021 ... 20335 20335 AD
104 104 AD2607 20251021 ... 20270 20270 AD
105 105 AD2608 20251021 ... 20390 20390 AD
106 106 AD2609 20251021 ... 20640 20640 AD
107 107 AD2610 20251021 ... 20495 20495 AD
108 108 AU2511 20251021 ... 990.32 973.38 AU
109 109 AU2512 20251021 ... 991.44 974.4 AU
110 110 AU2601 20251021 ... 992.86 977.04 AU
111 111 AU2602 20251021 ... 994.4 976.78 AU
112 112 AU2604 20251021 ... 996.3 979.42 AU
113 113 AU2606 20251021 ... 998.12 982.34 AU
114 114 AU2608 20251021 ... 999.56 984.54 AU
115 115 AU2610 20251021 ... 1002.78 986.66 AU
116 116 AG2511 20251021 ... 11849 11784 AG
117 117 AG2512 20251021 ... 11862 11782 AG
118 118 AG2601 20251021 ... 11874 11802 AG
119 119 AG2602 20251021 ... 11877 11809 AG
120 120 AG2603 20251021 ... 11893 11833 AG
121 121 AG2604 20251021 ... 11895 11834 AG
122 122 AG2605 20251021 ... 11900 11850 AG
123 123 AG2606 20251021 ... 11909 11857 AG
124 124 AG2607 20251021 ... 11927 11865 AG
125 125 AG2608 20251021 ... 11928 11872 AG
126 126 AG2609 20251021 ... 11947 11885 AG
127 127 AG2610 20251021 ... 11955 11910 AG
128 128 RB2511 20251021 ... 2990 2997 RB
129 129 RB2512 20251021 ... 3036 3041 RB
130 130 RB2601 20251021 ... 3050 3058 RB
131 131 RB2602 20251021 ... 3055 3063 RB
132 132 RB2603 20251021 ... 3078 3087 RB
133 133 RB2604 20251021 ... 3093 3105 RB
134 134 RB2605 20251021 ... 3106 3114 RB
135 135 RB2606 20251021 ... 3119 3129 RB
136 136 RB2607 20251021 ... 3133 3137 RB
137 137 RB2608 20251021 ... 3137 3145 RB
138 138 RB2609 20251021 ... 3139 3152 RB
139 139 RB2610 20251021 ... 3147 3151 RB
140 140 WR2511 20251021 ... 3310 3310 WR
141 141 WR2512 20251021 ... 3262 3262 WR
142 142 WR2601 20251021 ... 3339 3362 WR
143 143 WR2602 20251021 ... 3373 3403 WR
144 144 WR2603 20251021 ... 3361 3361 WR
145 145 WR2604 20251021 ... 3369 3369 WR
146 146 WR2605 20251021 ... 3365 3365 WR
147 147 WR2606 20251021 ... 3363 3363 WR
148 148 WR2607 20251021 ... 3400 3430 WR
149 149 WR2608 20251021 ... 3412 3461 WR
150 150 WR2609 20251021 ... 3430 3430 WR
151 151 WR2610 20251021 ... 3430 3430 WR
152 152 HC2511 20251021 ... 3281 3275 HC
153 153 HC2512 20251021 ... 3249 3261 HC
154 154 HC2601 20251021 ... 3221 3229 HC
155 155 HC2602 20251021 ... 3221 3231 HC
156 156 HC2603 20251021 ... 3227 3235 HC
157 157 HC2604 20251021 ... 3224 3240 HC
158 158 HC2605 20251021 ... 3239 3245 HC
159 159 HC2606 20251021 ... 3249 3247 HC
160 160 HC2607 20251021 ... 3249 3256 HC
161 161 HC2608 20251021 ... 3256 3262 HC
162 162 HC2609 20251021 ... 3252 3267 HC
163 163 HC2610 20251021 ... 3261 3267 HC
164 164 SS2511 20251021 ... 12640 12590 SS
165 165 SS2512 20251021 ... 12665 12610 SS
166 166 SS2601 20251021 ... 12745 12700 SS
167 167 SS2602 20251021 ... 12800 12755 SS
168 168 SS2603 20251021 ... 12885 12845 SS
169 169 SS2604 20251021 ... 12945 12925 SS
170 170 SS2605 20251021 ... 12995 12950 SS
171 171 SS2606 20251021 ... 13055 13025 SS
172 172 SS2607 20251021 ... 13080 13070 SS
173 173 SS2608 20251021 ... 13130 13135 SS
174 174 SS2609 20251021 ... 13220 13180 SS
175 175 SS2610 20251021 ... 13250 13230 SS
176 176 SC2511 20251021 ... 433 436.3 SC
177 177 SC2512 20251021 ... 436.2 439.1 SC
178 178 SC2601 20251021 ... 437.9 439.9 SC
179 179 SC2602 20251021 ... 439.8 441.3 SC
180 180 SC2603 20251021 ... 441.4 442.4 SC
181 181 SC2604 20251021 ... 443.9 443.9 SC
182 182 SC2605 20251021 ... 445.5 444.6 SC
183 183 SC2606 20251021 ... 446.4 445.5 SC
184 184 SC2607 20251021 ... 447.4 447.3 SC
185 185 SC2608 20251021 ... 446.3 448.1 SC
186 186 SC2609 20251021 ... 448.9 447.8 SC
187 187 SC2610 20251021 ... 447.3 447.3 SC
188 188 SC2612 20251021 ... 448.6 450.4 SC
189 189 SC2703 20251021 ... 448.1 448.1 SC
190 190 SC2706 20251021 ... 447.1 451.7 SC
191 191 SC2709 20251021 ... 450.2 450.2 SC
192 192 SC2712 20251021 ... 451.8 451.8 SC
193 193 SC2803 20251021 ... 449.6 448.9 SC
194 194 SC2806 20251021 ... 457 454.8 SC
195 195 SC2809 20251021 ... 455.8 456.3 SC
196 196 LU2511 20251021 ... 3036 3054 LU
197 197 LU2512 20251021 ... 3064 3085 LU
198 198 LU2601 20251021 ... 3068 3090 LU
199 199 LU2602 20251021 ... 3076 3098 LU
200 200 LU2603 20251021 ... 3083 3099 LU
201 201 LU2604 20251021 ... 3112 3112 LU
202 202 LU2605 20251021 ... 3088 3115 LU
203 203 LU2606 20251021 ... 3100 3124 LU
204 204 LU2607 20251021 ... 3103 3128 LU
205 205 LU2608 20251021 ... 3130 3130 LU
206 206 LU2609 20251021 ... 3114 3137 LU
207 207 LU2610 20251021 ... 3121 3137 LU
208 208 FU2511 20251021 ... 2750 2772 FU
209 209 FU2512 20251021 ... 2665 2684 FU
210 210 FU2601 20251021 ... 2635 2650 FU
211 211 FU2602 20251021 ... 2619 2633 FU
212 212 FU2603 20251021 ... 2613 2626 FU
213 213 FU2604 20251021 ... 2613 2625 FU
214 214 FU2605 20251021 ... 2605 2619 FU
215 215 FU2606 20251021 ... 2597 2611 FU
216 216 FU2607 20251021 ... 2589 2606 FU
217 217 FU2608 20251021 ... 2569 2581 FU
218 218 FU2609 20251021 ... 2560 2575 FU
219 219 FU2610 20251021 ... 2555 2567 FU
220 220 BU2511 20251021 ... 3263 3245 BU
221 221 BU2512 20251021 ... 3188 3172 BU
222 222 BU2601 20251021 ... 3156 3144 BU
223 223 BU2602 20251021 ... 3166 3153 BU
224 224 BU2603 20251021 ... 3187 3171 BU
225 225 BU2604 20251021 ... 3192 3180 BU
226 226 BU2605 20251021 ... 3200 3185 BU
227 227 BU2606 20251021 ... 3209 3193 BU
228 228 BU2607 20251021 ... 3198 3198 BU
229 229 BU2608 20251021 ... 3210 3190 BU
230 230 BU2609 20251021 ... 3211 3195 BU
231 231 BU2610 20251021 ... 3174 3168 BU
232 232 BU2612 20251021 ... 3153 3140 BU
233 233 BU2703 20251021 ... 3150 3150 BU
234 234 BU2706 20251021 ... 3173 3166 BU
235 235 BU2709 20251021 ... 3184 3166 BU
236 236 BR2511 20251021 ... 11040 10985 BR
237 237 BR2512 20251021 ... 10955 10880 BR
238 238 BR2601 20251021 ... 10940 10855 BR
239 239 BR2602 20251021 ... 10965 10850 BR
240 240 BR2603 20251021 ... 10945 10840 BR
241 241 BR2604 20251021 ... 11000 10890 BR
242 242 BR2605 20251021 ... 11020 10890 BR
243 243 BR2606 20251021 ... 11065 10910 BR
244 244 BR2607 20251021 ... 11285 11120 BR
245 245 BR2608 20251021 ... 11225 11185 BR
246 246 BR2609 20251021 ... 11215 11140 BR
247 247 BR2610 20251021 ... 11305 11210 BR
248 248 RU2511 20251021 ... 14260 14105 RU
249 249 RU2601 20251021 ... 15000 14865 RU
250 250 RU2603 20251021 ... 15010 14865 RU
251 251 RU2604 20251021 ... 15035 14880 RU
252 252 RU2605 20251021 ... 14995 14845 RU
253 253 RU2606 20251021 ... 15055 14855 RU
254 254 RU2607 20251021 ... 15155 14905 RU
255 255 RU2608 20251021 ... 14850 14915 RU
256 256 RU2609 20251021 ... 15140 14890 RU
257 257 RU2610 20251021 ... 15170 14890 RU
258 258 NR2511 20251021 ... 12295 12275 NR
259 259 NR2512 20251021 ... 12285 12240 NR
260 260 NR2601 20251021 ... 12275 12185 NR
261 261 NR2602 20251021 ... 12245 12115 NR
262 262 NR2603 20251021 ... 12280 12095 NR
263 263 NR2604 20251021 ... 12230 12090 NR
264 264 NR2605 20251021 ... 12250 12130 NR
265 265 NR2606 20251021 ... 12275 12150 NR
266 266 NR2607 20251021 ... 12180 12150 NR
267 267 NR2608 20251021 ... 12195 12135 NR
268 268 NR2609 20251021 ... 12305 12215 NR
269 269 NR2610 20251021 ... 12275 12225 NR
270 270 SP2511 20251021 ... 4846 4858 SP
271 271 SP2512 20251021 ... 4874 4884 SP
272 272 SP2601 20251021 ... 5154 5158 SP
273 273 SP2602 20251021 ... 5174 5166 SP
274 274 SP2603 20251021 ... 5180 5186 SP
275 275 SP2604 20251021 ... 5210 5202 SP
276 276 SP2605 20251021 ... 5208 5214 SP
277 277 SP2606 20251021 ... 5212 5212 SP
278 278 SP2607 20251021 ... 5220 5212 SP
279 279 SP2608 20251021 ... 5226 5214 SP
280 280 SP2609 20251021 ... 5212 5212 SP
281 281 SP2610 20251021 ... 5236 5212 SP
282 282 OP2601 20251021 ... 4166 4174 OP
283 283 OP2602 20251021 ... 4168 4166 OP
284 284 OP2603 20251021 ... 4176 4172 OP
285 285 OP2604 20251021 ... 4202 4208 OP
286 286 OP2605 20251021 ... 4200 4204 OP
287 287 OP2606 20251021 ... 4176 4176 OP
288 288 OP2607 20251021 ... 4190 4210 OP
289 289 OP2608 20251021 ... 4214 4212 OP
290 290 OP2609 20251021 ... 4198 4198 OP
291 291 OP2610 20251021 ... 4202 4202 OP
292 292 EC2510 20251021 ... 1133.9 1102.6 EC
293 293 EC2512 20251021 ... 1748.9 1683.4 EC
294 294 EC2602 20251021 ... 1554.6 1524.2 EC
295 295 EC2604 20251021 ... 1166 1152.4 EC
296 296 EC2606 20251021 ... 1350.7 1328.9 EC
297 297 EC2608 20251021 ... 1472.3 1445.3 EC
298 298 SC_TAS2511 20251021 ... SC_TAS
299 299 SC_TAS2512 20251021 ... SC_TAS
300 300 SC_TAS2601 20251021 ... SC_TAS
301 301 SC_TAS2602 20251021 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 16:26:19,494 - future_1d - INFO - ak.get_shfe_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 IC2511 20251021 7005.200 ... 7122.800 6970.400 IC
1 IC2512 20251021 6948.000 ... 7067.800 6908.800 IC
2 IC2603 20251021 6785.400 ... 6904.200 6745.800 IC
3 IC2606 20251021 6594.000 ... 6722.200 6564.400 IC
4 IF2511 20251021 4537.000 ... 4594.800 4517.600 IF
5 IF2512 20251021 4528.200 ... 4584.600 4504.200 IF
6 IF2603 20251021 4499.000 ... 4557.200 4479.000 IF
7 IF2606 20251021 4468.600 ... 4520.600 4444.000 IF
8 IH2511 20251021 2986.000 ... 3007.400 2971.200 IH
9 IH2512 20251021 2979.800 ... 3007.400 2969.600 IH
10 IH2603 20251021 2980.000 ... 3008.000 2970.400 IH
11 IH2606 20251021 2980.000 ... 3006.200 2968.800 IH
12 IM2511 20251021 7152.000 ... 7273.000 7134.600 IM
13 IM2512 20251021 7099.000 ... 7199.400 7053.400 IM
14 IM2603 20251021 6861.000 ... 6982.600 6836.600 IM
15 IM2606 20251021 6662.000 ... 6770.600 6627.200 IM
16 T2512 20251021 108.070 ... 108.120 108.090 T
17 T2603 20251021 107.810 ... 107.810 107.800 T
18 T2606 20251021 107.760 ... 107.720 107.730 T
19 TF2512 20251021 105.635 ... 105.695 105.660 TF
20 TF2603 20251021 105.575 ... 105.610 105.580 TF
21 TF2606 20251021 105.600 ... 105.605 105.605 TF
22 TL2512 20251021 115.240 ... 115.490 115.410 TL
23 TL2603 20251021 114.950 ... 115.190 115.130 TL
24 TL2606 20251021 114.810 ... 115.110 115.030 TL
25 TS2512 20251021 102.334 ... 102.362 102.336 TS
26 TS2603 20251021 102.266 ... 102.280 102.256 TS
27 TS2606 20251021 102.280 ... 102.300 102.288 TS
[28 rows x 12 columns]
2025-10-22 16:26:19,727 - future_1d - INFO - ak.get_cffex_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 SC2511 20251021 433 ... 433 436.3 SC
1 SC2512 20251021 435 ... 436.2 439.1 SC
2 SC2601 20251021 437 ... 437.9 439.9 SC
3 SC2602 20251021 438.5 ... 439.8 441.3 SC
4 SC2603 20251021 440.1 ... 441.4 442.4 SC
5 SC2604 20251021 441.6 ... 443.9 443.9 SC
6 SC2605 20251021 441.2 ... 445.5 444.6 SC
7 SC2606 20251021 443 ... 446.4 445.5 SC
8 SC2607 20251021 445.6 ... 447.4 447.3 SC
9 SC2608 20251021 446 ... 446.3 448.1 SC
10 SC2609 20251021 447.6 ... 448.9 447.8 SC
11 SC2610 20251021 ... 447.3 447.3 SC
12 SC2612 20251021 448 ... 448.6 450.4 SC
13 SC2703 20251021 ... 448.1 448.1 SC
14 SC2706 20251021 447.1 ... 447.1 451.7 SC
15 SC2709 20251021 ... 450.2 450.2 SC
16 SC2712 20251021 ... 451.8 451.8 SC
17 SC2803 20251021 ... 449.6 448.9 SC
18 SC2806 20251021 457 ... 457 454.8 SC
19 SC2809 20251021 455.7 ... 455.8 456.3 SC
21 LU2511 20251021 3047 ... 3036 3054 LU
22 LU2512 20251021 3072 ... 3064 3085 LU
23 LU2601 20251021 3076 ... 3068 3090 LU
24 LU2602 20251021 3087 ... 3076 3098 LU
25 LU2603 20251021 3091 ... 3083 3099 LU
26 LU2604 20251021 ... 3112 3112 LU
27 LU2605 20251021 3081 ... 3088 3115 LU
28 LU2606 20251021 3090 ... 3100 3124 LU
29 LU2607 20251021 3097 ... 3103 3128 LU
30 LU2608 20251021 ... 3130 3130 LU
31 LU2609 20251021 3096 ... 3114 3137 LU
32 LU2610 20251021 3115 ... 3121 3137 LU
34 NR2511 20251021 12280 ... 12295 12275 NR
35 NR2512 20251021 12195 ... 12285 12240 NR
36 NR2601 20251021 12150 ... 12275 12185 NR
37 NR2602 20251021 12080 ... 12245 12115 NR
38 NR2603 20251021 11985 ... 12280 12095 NR
39 NR2604 20251021 12060 ... 12230 12090 NR
40 NR2605 20251021 12060 ... 12250 12130 NR
41 NR2606 20251021 12210 ... 12275 12150 NR
42 NR2607 20251021 ... 12180 12150 NR
43 NR2608 20251021 12090 ... 12195 12135 NR
44 NR2609 20251021 12310 ... 12305 12215 NR
45 NR2610 20251021 12280 ... 12275 12225 NR
47 BC2511 20251021 75720 ... 76030 75720 BC
48 BC2512 20251021 75850 ... 76090 75960 BC
49 BC2601 20251021 ... 75860 75860 BC
50 BC2602 20251021 ... 75800 75800 BC
51 BC2603 20251021 76730 ... 76430 75870 BC
52 BC2604 20251021 ... 76440 76440 BC
53 BC2605 20251021 ... 75900 75900 BC
54 BC2606 20251021 ... 75880 75880 BC
55 BC2607 20251021 ... 76570 76570 BC
56 BC2608 20251021 ... 75800 75800 BC
57 BC2609 20251021 ... 76130 76130 BC
58 BC2610 20251021 ... 76130 76130 BC
60 EC2510 20251021 1129 ... 1133.9 1102.6 EC
61 EC2512 20251021 1700 ... 1748.9 1683.4 EC
62 EC2602 20251021 1518 ... 1554.6 1524.2 EC
63 EC2604 20251021 1160.1 ... 1166 1152.4 EC
64 EC2606 20251021 1308.1 ... 1350.7 1328.9 EC
65 EC2608 20251021 1458.5 ... 1472.3 1445.3 EC
68 SC_TAS2511 20251021 ... SC_TAS
69 SC_TAS2512 20251021 ... SC_TAS
70 SC_TAS2601 20251021 ... SC_TAS
71 SC_TAS2602 20251021 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 16:26:19,797 - future_1d - INFO - ak.get_ine_daily('2025-10-21') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251021 9388.0 9500.0 ... 84.96 9440.0 9294.0 AP
1 AP511 20251021 8911.0 8925.0 ... 1411.74 8879.0 8882.0 AP
2 AP512 20251021 8762.0 8808.0 ... 2693.72 8774.0 8730.0 AP
3 AP601 20251021 8868.0 8868.0 ... 864944.56 8819.0 8798.0 AP
4 AP603 20251021 8883.0 9117.0 ... 3479.01 8898.0 8771.0 AP
5 AP604 20251021 9150.0 9163.0 ... 2085.75 9108.0 8972.0 AP
6 AP605 20251021 9357.0 9388.0 ... 394589.28 9282.0 9142.0 AP
7 CF511 20251021 13515.0 13750.0 ... 49132.32 13645.0 13490.0 CF
8 CF601 20251021 13450.0 13555.0 ... 1659398.70 13495.0 13435.0 CF
9 CF603 20251021 13490.0 13590.0 ... 134856.17 13535.0 13480.0 CF
10 CF605 20251021 13530.0 13620.0 ... 398677.66 13560.0 13505.0 CF
11 CF607 20251021 13535.0 13630.0 ... 1301.61 13560.0 13535.0 CF
12 CF609 20251021 13700.0 13780.0 ... 5749.34 13720.0 13675.0 CF
13 CJ512 20251021 11260.0 11325.0 ... 4188.19 11275.0 11250.0 CJ
14 CJ601 20251021 11410.0 11460.0 ... 702090.18 11400.0 11385.0 CJ
15 CJ603 20251021 11305.0 11350.0 ... 9731.80 11295.0 11310.0 CJ
16 CJ605 20251021 11395.0 11430.0 ... 178224.01 11370.0 11395.0 CJ
17 CJ607 20251021 11470.0 11505.0 ... 1350.73 11445.0 11480.0 CJ
18 CJ609 20251021 11595.0 11645.0 ... 1001.67 11580.0 11610.0 CJ
19 CY510 20251021 0.0 0.0 ... 0.00 19765.0 19705.0 CY
20 CY511 20251021 19920.0 20050.0 ... 369.96 20000.0 19900.0 CY
21 CY512 20251021 0.0 0.0 ... 0.00 19505.0 19345.0 CY
22 CY601 20251021 19580.0 19780.0 ... 136098.03 19665.0 19605.0 CY
23 CY602 20251021 0.0 0.0 ... 0.00 19475.0 19475.0 CY
24 CY603 20251021 0.0 0.0 ... 0.00 19755.0 19650.0 CY
25 CY604 20251021 19400.0 19400.0 ... 9.70 19400.0 19485.0 CY
26 CY605 20251021 19755.0 19815.0 ... 39.58 19790.0 19720.0 CY
27 CY606 20251021 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251021 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251021 0.0 0.0 ... 0.00 19770.0 19605.0 CY
30 CY609 20251021 0.0 0.0 ... 0.00 19955.0 19900.0 CY
31 FG510 20251021 0.0 0.0 ... 0.00 980.0 980.0 FG
32 FG511 20251021 989.0 1003.0 ... 12552.78 992.0 1005.0 FG
33 FG512 20251021 1098.0 1106.0 ... 79357.15 1094.0 1114.0 FG
34 FG601 20251021 1088.0 1101.0 ... 3164236.49 1089.0 1108.0 FG
35 FG602 20251021 1158.0 1171.0 ... 57271.06 1158.0 1173.0 FG
36 FG603 20251021 1154.0 1174.0 ... 136717.45 1161.0 1174.0 FG
37 FG604 20251021 1233.0 1250.0 ... 765.44 1235.0 1246.0 FG
38 FG605 20251021 1230.0 1250.0 ... 175386.20 1235.0 1241.0 FG
39 FG606 20251021 1270.0 1292.0 ... 896.28 1277.0 1285.0 FG
40 FG607 20251021 1264.0 1281.0 ... 1651.83 1263.0 1272.0 FG
41 FG608 20251021 1316.0 1332.0 ... 1785.50 1317.0 1329.0 FG
42 FG609 20251021 1316.0 1332.0 ... 7143.39 1317.0 1328.0 FG
43 JR511 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251021 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251021 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251021 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251021 2236.0 2255.0 ... 3278.85 2238.0 2255.0 MA
53 MA512 20251021 2250.0 2272.0 ... 98700.78 2248.0 2271.0 MA
54 MA601 20251021 2252.0 2279.0 ... 1739281.29 2257.0 2280.0 MA
55 MA602 20251021 2291.0 2305.0 ... 73267.72 2281.0 2307.0 MA
56 MA603 20251021 2307.0 2323.0 ... 148807.10 2301.0 2315.0 MA
57 MA604 20251021 2307.0 2320.0 ... 55.19 2300.0 2314.0 MA
58 MA605 20251021 2285.0 2301.0 ... 180723.15 2281.0 2298.0 MA
59 MA606 20251021 2284.0 2299.0 ... 32.00 2286.0 2303.0 MA
60 MA607 20251021 2277.0 2285.0 ... 43.18 2273.0 2283.0 MA
61 MA608 20251021 2251.0 2276.0 ... 9.07 2269.0 2278.0 MA
62 MA609 20251021 2255.0 2260.0 ... 3133.64 2245.0 2261.0 MA
63 OI511 20251021 10043.0 10075.0 ... 10207.39 10037.0 10068.0 OI
64 OI601 20251021 9910.0 9920.0 ... 1896777.14 9882.0 9904.0 OI
65 OI603 20251021 9757.0 9757.0 ... 307453.02 9722.0 9740.0 OI
66 OI605 20251021 9545.0 9545.0 ... 137202.59 9507.0 9526.0 OI
67 OI607 20251021 9484.0 9491.0 ... 652.32 9454.0 9459.0 OI
68 OI609 20251021 9427.0 9459.0 ... 1226.32 9433.0 9420.0 OI
69 PF510 20251021 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251021 6042.0 6100.0 ... 16306.87 6072.0 6086.0 PF
71 PF512 20251021 6026.0 6094.0 ... 605428.14 6058.0 6068.0 PF
72 PF601 20251021 6040.0 6102.0 ... 85563.75 6064.0 6076.0 PF
73 PF602 20251021 6022.0 6090.0 ... 286799.69 6060.0 6056.0 PF
74 PF603 20251021 6034.0 6080.0 ... 47464.43 6042.0 6046.0 PF
75 PF604 20251021 6080.0 6112.0 ... 125.00 6098.0 6108.0 PF
76 PF605 20251021 6086.0 6130.0 ... 85.55 6112.0 6100.0 PF
77 PF606 20251021 0.0 0.0 ... 0.00 6110.0 6096.0 PF
78 PF607 20251021 6136.0 6152.0 ... 6.14 6144.0 6140.0 PF
79 PF608 20251021 0.0 0.0 ... 0.00 6152.0 6128.0 PF
80 PF609 20251021 6124.0 6178.0 ... 12.29 6148.0 6154.0 PF
81 PK510 20251021 0.0 0.0 ... 0.00 7804.0 7854.0 PK
82 PK511 20251021 7694.0 7714.0 ... 11321.85 7674.0 7710.0 PK
83 PK512 20251021 7828.0 7842.0 ... 89858.32 7790.0 7836.0 PK
84 PK601 20251021 7960.0 7970.0 ... 404316.27 7900.0 7952.0 PK
85 PK603 20251021 8060.0 8060.0 ... 85513.68 7988.0 8040.0 PK
86 PK604 20251021 8042.0 8046.0 ... 1466.17 7990.0 8038.0 PK
87 PK605 20251021 8066.0 8080.0 ... 14141.97 8020.0 8066.0 PK
88 PL601 20251021 6028.0 6080.0 ... 122109.39 6031.0 6065.0 PL
89 PL602 20251021 6067.0 6126.0 ... 53123.04 6078.0 6112.0 PL
90 PL603 20251021 6064.0 6125.0 ... 38139.10 6075.0 6105.0 PL
91 PL604 20251021 0.0 0.0 ... 0.00 6082.0 6082.0 PL
92 PL605 20251021 6072.0 6078.0 ... 24.30 6075.0 6079.0 PL
93 PL606 20251021 6002.0 6002.0 ... 12.00 6002.0 6088.0 PL
94 PL607 20251021 6037.0 6037.0 ... 12.07 6037.0 6245.0 PL
95 PL608 20251021 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251021 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251021 0.0 0.0 ... 0.00 5660.0 5660.0 PR
104 PR511 20251021 5550.0 5600.0 ... 11945.61 5574.0 5578.0 PR
105 PR512 20251021 5546.0 5594.0 ... 205215.45 5556.0 5568.0 PR
106 PR601 20251021 5512.0 5558.0 ... 307052.13 5524.0 5534.0 PR
107 PR602 20251021 5540.0 5600.0 ... 52031.64 5568.0 5568.0 PR
108 PR603 20251021 5538.0 5594.0 ... 301.24 5580.0 5560.0 PR
109 PR604 20251021 5618.0 5618.0 ... 109.29 5606.0 5582.0 PR
110 PR605 20251021 5568.0 5632.0 ... 168.22 5608.0 5612.0 PR
111 PR606 20251021 0.0 0.0 ... 0.00 5644.0 5644.0 PR
112 PR607 20251021 0.0 0.0 ... 0.00 5670.0 5670.0 PR
113 PR608 20251021 0.0 0.0 ... 0.00 5682.0 5672.0 PR
114 PR609 20251021 5636.0 5676.0 ... 33.93 5656.0 5662.0 PR
115 PX510 20251021 0.0 0.0 ... 0.00 6302.0 6304.0 PX
116 PX511 20251021 6270.0 6368.0 ... 18101.46 6324.0 6306.0 PX
117 PX512 20251021 6286.0 6370.0 ... 127710.48 6328.0 6314.0 PX
118 PX601 20251021 6268.0 6372.0 ... 513890.59 6322.0 6324.0 PX
119 PX602 20251021 6282.0 6380.0 ... 194736.07 6342.0 6324.0 PX
120 PX603 20251021 6284.0 6378.0 ... 93529.30 6344.0 6316.0 PX
121 PX604 20251021 6312.0 6360.0 ... 6.34 6336.0 6340.0 PX
122 PX605 20251021 6316.0 6400.0 ... 3298.23 6368.0 6378.0 PX
123 PX606 20251021 0.0 0.0 ... 0.00 6378.0 6398.0 PX
124 PX607 20251021 0.0 0.0 ... 0.00 6374.0 6340.0 PX
125 PX608 20251021 0.0 0.0 ... 0.00 6384.0 6382.0 PX
126 PX609 20251021 6398.0 6414.0 ... 9.61 6408.0 6408.0 PX
127 RI511 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251021 2408.0 2419.0 ... 1943.84 2412.0 2405.0 RM
134 RM601 20251021 2353.0 2363.0 ... 445175.72 2340.0 2347.0 RM
135 RM603 20251021 2307.0 2309.0 ... 6957.07 2304.0 2298.0 RM
136 RM605 20251021 2306.0 2316.0 ... 107527.55 2306.0 2300.0 RM
137 RM607 20251021 2299.0 2309.0 ... 9313.89 2299.0 2293.0 RM
138 RM608 20251021 2400.0 2410.0 ... 228.19 2402.0 2398.0 RM
139 RM609 20251021 2395.0 2405.0 ... 1987.14 2397.0 2392.0 RM
140 RS511 20251021 5203.0 5404.0 ... 68.88 5299.0 5280.0 RS
141 RS607 20251021 5455.0 5556.0 ... 11.01 5506.0 5597.0 RS
142 RS608 20251021 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251021 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251021 1138.0 1138.0 ... 3622.29 1129.0 1142.0 SA
145 SA511 20251021 1147.0 1147.0 ... 11828.48 1137.0 1157.0 SA
146 SA512 20251021 1205.0 1208.0 ... 91830.04 1198.0 1217.0 SA
147 SA601 20251021 1217.0 1220.0 ... 2395212.26 1207.0 1228.0 SA
148 SA602 20251021 1256.0 1259.0 ... 119637.50 1249.0 1267.0 SA
149 SA603 20251021 1264.0 1267.0 ... 230994.00 1256.0 1274.0 SA
150 SA604 20251021 1289.0 1302.0 ... 2038.78 1289.0 1310.0 SA
151 SA605 20251021 1306.0 1307.0 ... 107598.71 1295.0 1313.0 SA
152 SA606 20251021 1317.0 1324.0 ... 537.25 1310.0 1330.0 SA
153 SA607 20251021 1329.0 1329.0 ... 1015.35 1319.0 1330.0 SA
154 SA608 20251021 1360.0 1363.0 ... 533.01 1353.0 1367.0 SA
155 SA609 20251021 1356.0 1369.0 ... 5882.47 1358.0 1371.0 SA
156 SF510 20251021 0.0 0.0 ... 0.00 5298.0 5276.0 SF
157 SF511 20251021 5460.0 5542.0 ... 43846.03 5488.0 5464.0 SF
158 SF512 20251021 5438.0 5544.0 ... 54521.00 5482.0 5448.0 SF
159 SF601 20251021 5432.0 5542.0 ... 490154.72 5480.0 5444.0 SF
160 SF602 20251021 5368.0 5468.0 ... 61108.33 5412.0 5388.0 SF
161 SF603 20251021 5524.0 5598.0 ... 85542.81 5536.0 5532.0 SF
162 SF604 20251021 5488.0 5580.0 ... 11.07 5536.0 5506.0 SF
163 SF605 20251021 5492.0 5568.0 ... 7555.46 5504.0 5512.0 SF
164 SF606 20251021 5458.0 5530.0 ... 351.94 5500.0 5472.0 SF
165 SF607 20251021 5622.0 5688.0 ... 50.72 5636.0 5646.0 SF
166 SF608 20251021 0.0 0.0 ... 0.00 5618.0 5618.0 SF
167 SF609 20251021 5608.0 5652.0 ... 272.14 5612.0 5608.0 SF
168 SH510 20251021 0.0 0.0 ... 0.00 2348.0 2340.0 SH
169 SH511 20251021 2387.0 2432.0 ... 34576.17 2411.0 2365.0 SH
170 SH512 20251021 2390.0 2409.0 ... 79998.25 2395.0 2383.0 SH
171 SH601 20251021 2384.0 2394.0 ... 1597576.39 2381.0 2373.0 SH
172 SH602 20251021 2407.0 2415.0 ... 160397.49 2403.0 2401.0 SH
173 SH603 20251021 2425.0 2425.0 ... 101313.53 2410.0 2408.0 SH
174 SH604 20251021 2468.0 2476.0 ... 185.23 2470.0 2459.0 SH
175 SH605 20251021 2484.0 2490.0 ... 15094.42 2480.0 2476.0 SH
176 SH606 20251021 2520.0 2520.0 ... 45.29 2516.0 2509.0 SH
177 SH607 20251021 2528.0 2533.0 ... 60.69 2529.0 2521.0 SH
178 SH608 20251021 2565.0 2565.0 ... 15.38 2563.0 2553.0 SH
179 SH609 20251021 2568.0 2571.0 ... 53.87 2565.0 2563.0 SH
180 SM510 20251021 0.0 0.0 ... 0.00 5612.0 5612.0 SM
181 SM511 20251021 5722.0 5764.0 ... 4204.49 5740.0 5746.0 SM
182 SM512 20251021 5728.0 5780.0 ... 83252.90 5744.0 5742.0 SM
183 SM601 20251021 5730.0 5792.0 ... 461343.36 5754.0 5756.0 SM
184 SM602 20251021 5734.0 5794.0 ... 62536.81 5758.0 5752.0 SM
185 SM603 20251021 5740.0 5800.0 ... 148433.82 5762.0 5766.0 SM
186 SM604 20251021 0.0 0.0 ... 0.00 5766.0 5760.0 SM
187 SM605 20251021 5768.0 5824.0 ... 23814.78 5792.0 5794.0 SM
188 SM606 20251021 5776.0 5776.0 ... 2.89 5776.0 5790.0 SM
189 SM607 20251021 5768.0 5776.0 ... 219.19 5768.0 5768.0 SM
190 SM608 20251021 0.0 0.0 ... 0.00 5798.0 5796.0 SM
191 SM609 20251021 5818.0 5852.0 ... 1875.49 5824.0 5832.0 SM
192 SR511 20251021 5414.0 5414.0 ... 2462.19 5388.0 5396.0 SR
193 SR601 20251021 5439.0 5445.0 ... 693118.22 5436.0 5435.0 SR
194 SR603 20251021 5421.0 5430.0 ... 162225.22 5418.0 5419.0 SR
195 SR605 20251021 5403.0 5403.0 ... 57225.19 5396.0 5396.0 SR
196 SR607 20251021 5404.0 5406.0 ... 1512.15 5401.0 5401.0 SR
197 SR609 20251021 5411.0 5415.0 ... 2947.41 5408.0 5410.0 SR
198 TA510 20251021 4332.0 4382.0 ... 446.91 4360.0 4350.0 TA
199 TA511 20251021 4342.0 4398.0 ... 12307.64 4372.0 4374.0 TA
200 TA512 20251021 4360.0 4420.0 ... 343551.99 4384.0 4394.0 TA
201 TA601 20251021 4386.0 4442.0 ... 1158587.06 4410.0 4414.0 TA
202 TA602 20251021 4400.0 4458.0 ... 363998.15 4422.0 4432.0 TA
203 TA603 20251021 4420.0 4474.0 ... 74722.03 4450.0 4450.0 TA
204 TA604 20251021 0.0 0.0 ... 0.00 4462.0 4446.0 TA
205 TA605 20251021 4448.0 4508.0 ... 55694.99 4480.0 4478.0 TA
206 TA606 20251021 0.0 0.0 ... 0.00 4488.0 4464.0 TA
207 TA607 20251021 0.0 0.0 ... 0.00 4498.0 4482.0 TA
208 TA608 20251021 4510.0 4510.0 ... 2.26 4510.0 4500.0 TA
209 TA609 20251021 4502.0 4540.0 ... 1053.64 4512.0 4514.0 TA
210 UR510 20251021 1496.0 1496.0 ... 798.41 1495.0 1496.0 UR
211 UR511 20251021 1570.0 1593.0 ... 6525.90 1582.0 1581.0 UR
212 UR512 20251021 1584.0 1607.0 ... 23425.25 1599.0 1592.0 UR
213 UR601 20251021 1597.0 1622.0 ... 512122.19 1611.0 1607.0 UR
214 UR602 20251021 1607.0 1628.0 ... 16092.12 1619.0 1611.0 UR
215 UR603 20251021 1668.0 1683.0 ... 191.08 1676.0 1668.0 UR
216 UR604 20251021 1672.0 1685.0 ... 47.04 1680.0 1674.0 UR
217 UR605 20251021 1673.0 1691.0 ... 32416.92 1684.0 1679.0 UR
218 UR606 20251021 1686.0 1694.0 ... 236.56 1690.0 1684.0 UR
219 UR607 20251021 1722.0 1723.0 ... 48.20 1722.0 1715.0 UR
220 UR608 20251021 1720.0 1720.0 ... 17.18 1718.0 1716.0 UR
221 UR609 20251021 1712.0 1721.0 ... 278.16 1717.0 1712.0 UR
222 WH511 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 16:26:20,080 - future_1d - INFO - ak.get_czce_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 a2511 20251021 4066.00 ... 4049.00 4041.00 A
1 a2601 20251021 4082.00 ... 4073.00 4055.00 A
2 a2603 20251021 4077.00 ... 4071.00 4055.00 A
3 a2605 20251021 4108.00 ... 4104.00 4087.00 A
4 a2607 20251021 4112.00 ... 4101.00 4083.00 A
5 a2609 20251021 4122.00 ... 4106.00 4086.00 A
6 b2510 20251021 0.00 ... 3600.00 3600.00 B
7 b2511 20251021 3598.00 ... 3611.00 3607.00 B
8 b2512 20251021 3611.00 ... 3620.00 3611.00 B
9 b2601 20251021 3620.00 ... 3629.00 3623.00 B
10 b2602 20251021 3637.00 ... 3643.00 3639.00 B
11 b2603 20251021 3598.00 ... 3609.00 3603.00 B
12 b2604 20251021 3499.00 ... 3512.00 3501.00 B
13 b2605 20251021 3446.00 ... 3467.00 3446.00 B
14 b2606 20251021 3419.00 ... 3438.00 3418.00 B
15 b2607 20251021 3425.00 ... 3438.00 3419.00 B
16 b2608 20251021 3533.00 ... 3533.00 3517.00 B
17 b2609 20251021 3557.00 ... 3564.00 3549.00 B
18 bb2511 20251021 0.00 ... 144.50 144.50 BB
19 bb2601 20251021 146.60 ... 147.00 146.85 BB
20 bb2603 20251021 147.35 ... 147.10 146.65 BB
21 bb2605 20251021 0.00 ... 147.10 147.10 BB
22 bb2607 20251021 0.00 ... 152.05 151.60 BB
23 bb2609 20251021 0.00 ... 152.05 151.60 BB
24 bz2603 20251021 5439.00 ... 5482.00 5535.00 BZ
25 bz2604 20251021 5462.00 ... 5480.00 5529.00 BZ
26 bz2605 20251021 5470.00 ... 5482.00 5532.00 BZ
27 bz2606 20251021 5465.00 ... 5480.00 5515.00 BZ
28 bz2607 20251021 5468.00 ... 5468.00 5479.00 BZ
29 bz2608 20251021 0.00 ... 5480.00 5577.00 BZ
30 bz2609 20251021 5441.00 ... 5456.00 5639.00 BZ
31 c2511 20251021 2114.00 ... 2119.00 2118.00 C
32 c2601 20251021 2138.00 ... 2141.00 2128.00 C
33 c2603 20251021 2168.00 ... 2170.00 2158.00 C
34 c2605 20251021 2250.00 ... 2249.00 2236.00 C
35 c2607 20251021 2271.00 ... 2273.00 2257.00 C
36 c2609 20251021 2286.00 ... 2289.00 2271.00 C
37 cs2511 20251021 2383.00 ... 2389.00 2382.00 CS
38 cs2601 20251021 2410.00 ... 2422.00 2402.00 CS
39 cs2603 20251021 2436.00 ... 2442.00 2426.00 CS
40 cs2605 20251021 2543.00 ... 2548.00 2534.00 CS
41 cs2607 20251021 2558.00 ... 2565.00 2551.00 CS
42 cs2609 20251021 2603.00 ... 2608.00 2592.00 CS
43 eb2510 20251021 6381.00 ... 6217.00 6316.00 EB
44 eb2511 20251021 6393.00 ... 6441.00 6469.00 EB
45 eb2512 20251021 6432.00 ... 6470.00 6495.00 EB
46 eb2601 20251021 6466.00 ... 6519.00 6543.00 EB
47 eb2602 20251021 6529.00 ... 6585.00 6609.00 EB
48 eb2603 20251021 6594.00 ... 6650.00 6670.00 EB
49 eb2604 20251021 6669.00 ... 6718.00 6689.00 EB
50 eb2605 20251021 6747.00 ... 6782.00 6756.00 EB
51 eb2606 20251021 6804.00 ... 6817.00 6795.00 EB
52 eb2607 20251021 0.00 ... 6817.00 6817.00 EB
53 eb2608 20251021 0.00 ... 6822.00 6822.00 EB
54 eb2609 20251021 6866.00 ... 6868.00 6857.00 EB
55 eg2510 20251021 0.00 ... 4057.00 4057.00 EG
56 eg2511 20251021 4010.00 ... 4001.00 4031.00 EG
57 eg2512 20251021 3998.00 ... 4000.00 4028.00 EG
58 eg2601 20251021 4003.00 ... 4003.00 4030.00 EG
59 eg2602 20251021 4000.00 ... 4015.00 4054.00 EG
60 eg2603 20251021 4018.00 ... 4028.00 4069.00 EG
61 eg2604 20251021 4104.00 ... 4093.00 4108.00 EG
62 eg2605 20251021 4085.00 ... 4085.00 4111.00 EG
63 eg2606 20251021 4078.00 ... 4103.00 4108.00 EG
64 eg2607 20251021 4105.00 ... 4114.00 4132.00 EG
65 eg2608 20251021 4111.00 ... 4119.00 4136.00 EG
66 eg2609 20251021 4128.00 ... 4140.00 4146.00 EG
67 fb2510 20251021 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251021 1235.50 ... 1236.50 1232.50 FB
69 fb2512 20251021 1259.50 ... 1259.00 1258.00 FB
70 fb2601 20251021 1270.50 ... 1267.50 1268.50 FB
71 fb2602 20251021 1267.00 ... 1266.50 1265.50 FB
72 fb2603 20251021 1260.00 ... 1261.00 1258.00 FB
73 fb2604 20251021 0.00 ... 1260.50 1260.50 FB
74 fb2605 20251021 1287.00 ... 1285.50 1315.00 FB
75 fb2606 20251021 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251021 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251021 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251021 0.00 ... 1296.00 1296.00 FB
79 i2510 20251021 874.50 ... 806.00 806.00 I
80 i2511 20251021 786.00 ... 791.50 787.00 I
81 i2512 20251021 779.50 ... 782.00 779.50 I
82 i2601 20251021 768.50 ... 769.00 768.50 I
83 i2602 20251021 765.50 ... 767.50 767.00 I
84 i2603 20251021 763.00 ... 763.50 764.00 I
85 i2604 20251021 758.50 ... 758.50 758.50 I
86 i2605 20251021 746.50 ... 749.50 749.00 I
87 i2606 20251021 743.00 ... 745.50 744.00 I
88 i2607 20251021 737.00 ... 739.50 738.50 I
89 i2608 20251021 734.50 ... 735.50 734.50 I
90 i2609 20251021 727.50 ... 729.00 728.00 I
91 j2510 20251021 0.00 ... 1600.00 1600.00 J
92 j2511 20251021 1624.50 ... 1626.00 1656.50 J
93 j2512 20251021 1659.50 ... 1662.50 1687.50 J
94 j2601 20251021 1719.00 ... 1691.50 1719.00 J
95 j2602 20251021 0.00 ... 1732.50 1753.00 J
96 j2603 20251021 0.00 ... 1738.50 1738.50 J
97 j2604 20251021 1827.50 ... 1816.50 1847.50 J
98 j2605 20251021 1868.50 ... 1837.50 1864.50 J
99 j2606 20251021 0.00 ... 1881.50 1887.50 J
100 j2607 20251021 1881.00 ... 1881.00 1897.00 J
101 j2608 20251021 0.00 ... 1865.00 1865.00 J
102 j2609 20251021 1932.00 ... 1917.50 1946.00 J
103 jd2510 20251021 2790.00 ... 2790.00 2700.00 JD
104 jd2511 20251021 2770.00 ... 2794.00 2770.00 JD
105 jd2512 20251021 2920.00 ... 2931.00 2916.00 JD
106 jd2601 20251021 3156.00 ... 3155.00 3153.00 JD
107 jd2602 20251021 2952.00 ... 2946.00 2949.00 JD
108 jd2603 20251021 2963.00 ... 2956.00 2962.00 JD
109 jd2604 20251021 3144.00 ... 3138.00 3122.00 JD
110 jd2605 20251021 3360.00 ... 3342.00 3332.00 JD
111 jd2606 20251021 3252.00 ... 3240.00 3232.00 JD
112 jd2607 20251021 3489.00 ... 3480.00 3477.00 JD
113 jd2608 20251021 3964.00 ... 3958.00 3959.00 JD
114 jd2609 20251021 3859.00 ... 3838.00 3851.00 JD
115 jm2510 20251021 0.00 ... 1055.50 1036.50 JM
116 jm2511 20251021 1083.00 ... 1071.50 1080.00 JM
117 jm2512 20251021 1150.00 ... 1125.50 1150.00 JM
118 jm2601 20251021 1216.00 ... 1192.50 1219.50 JM
119 jm2602 20251021 1240.00 ... 1214.50 1240.00 JM
120 jm2603 20251021 1239.00 ... 1231.00 1256.00 JM
121 jm2604 20251021 1256.50 ... 1248.50 1273.50 JM
122 jm2605 20251021 1285.50 ... 1265.00 1297.00 JM
123 jm2606 20251021 1289.50 ... 1282.00 1317.00 JM
124 jm2607 20251021 1308.00 ... 1298.50 1328.00 JM
125 jm2608 20251021 1329.00 ... 1322.50 1355.00 JM
126 jm2609 20251021 1356.00 ... 1338.00 1372.00 JM
127 l2510 20251021 6800.00 ... 6848.00 6856.00 L
128 l2511 20251021 6877.00 ... 6851.00 6890.00 L
129 l2512 20251021 6867.00 ... 6865.00 6903.00 L
130 l2601 20251021 6870.00 ... 6869.00 6909.00 L
131 l2602 20251021 6872.00 ... 6867.00 6904.00 L
132 l2603 20251021 6869.00 ... 6874.00 6912.00 L
133 l2604 20251021 6895.00 ... 6902.00 6958.00 L
134 l2605 20251021 6919.00 ... 6911.00 6943.00 L
135 l2606 20251021 6905.00 ... 6904.00 6936.00 L
136 l2607 20251021 6908.00 ... 6932.00 6954.00 L
137 l2608 20251021 6925.00 ... 6947.00 6967.00 L
138 l2609 20251021 6947.00 ... 6946.00 6965.00 L
139 lg2511 20251021 808.00 ... 803.00 803.00 LG
140 lg2601 20251021 835.00 ... 837.00 834.50 LG
141 lg2603 20251021 831.50 ... 834.00 833.00 LG
142 lg2605 20251021 833.50 ... 836.50 834.00 LG
143 lg2607 20251021 836.00 ... 837.50 835.50 LG
144 lg2609 20251021 837.00 ... 838.00 835.50 LG
145 lh2511 20251021 11490.00 ... 11430.00 11365.00 LH
146 lh2601 20251021 12170.00 ... 12120.00 12100.00 LH
147 lh2603 20251021 11525.00 ... 11520.00 11550.00 LH
148 lh2605 20251021 12155.00 ... 12055.00 12115.00 LH
149 lh2607 20251021 12990.00 ... 12830.00 12895.00 LH
150 lh2609 20251021 13650.00 ... 13635.00 13660.00 LH
151 m2511 20251021 2881.00 ... 2878.00 2874.00 M
152 m2512 20251021 2905.00 ... 2905.00 2904.00 M
153 m2601 20251021 2895.00 ... 2897.00 2894.00 M
154 m2603 20251021 2884.00 ... 2885.00 2879.00 M
155 m2605 20251021 2735.00 ... 2744.00 2731.00 M
156 m2607 20251021 2721.00 ... 2728.00 2716.00 M
157 m2608 20251021 2847.00 ... 2853.00 2841.00 M
158 m2609 20251021 2854.00 ... 2860.00 2847.00 M
159 p2510 20251021 0.00 ... 9120.00 9120.00 P
160 p2511 20251021 9224.00 ... 9226.00 9276.00 P
161 p2512 20251021 9252.00 ... 9272.00 9310.00 P
162 p2601 20251021 9320.00 ... 9322.00 9370.00 P
163 p2602 20251021 9342.00 ... 9314.00 9382.00 P
164 p2603 20251021 9348.00 ... 9330.00 9394.00 P
165 p2604 20251021 9304.00 ... 9348.00 9380.00 P
166 p2605 20251021 9298.00 ... 9306.00 9328.00 P
167 p2606 20251021 9188.00 ... 9232.00 9226.00 P
168 p2607 20251021 9094.00 ... 9146.00 9134.00 P
169 p2608 20251021 9024.00 ... 9050.00 9064.00 P
170 p2609 20251021 8998.00 ... 9012.00 9022.00 P
171 pg2510 20251021 4339.00 ... 4339.00 4339.00 PG
172 pg2511 20251021 4231.00 ... 4246.00 4239.00 PG
173 pg2512 20251021 4095.00 ... 4106.00 4102.00 PG
174 pg2601 20251021 3987.00 ... 3997.00 3994.00 PG
175 pg2602 20251021 3903.00 ... 3904.00 3899.00 PG
176 pg2603 20251021 3805.00 ... 3796.00 3806.00 PG
177 pg2604 20251021 4131.00 ... 4124.00 4137.00 PG
178 pg2605 20251021 4053.00 ... 4048.00 4057.00 PG
179 pg2606 20251021 3987.00 ... 3986.00 4002.00 PG
180 pg2607 20251021 3920.00 ... 3923.00 3937.00 PG
181 pg2608 20251021 3855.00 ... 3866.00 3884.00 PG
182 pg2609 20251021 3802.00 ... 3802.00 3827.00 PG
183 pp2510 20251021 0.00 ... 6455.00 6455.00 PP
184 pp2511 20251021 6512.00 ... 6507.00 6525.00 PP
185 pp2512 20251021 6527.00 ... 6553.00 6568.00 PP
186 pp2601 20251021 6560.00 ... 6572.00 6594.00 PP
187 pp2602 20251021 6555.00 ... 6570.00 6596.00 PP
188 pp2603 20251021 6563.00 ... 6572.00 6593.00 PP
189 pp2604 20251021 6575.00 ... 6600.00 6625.00 PP
190 pp2605 20251021 6611.00 ... 6619.00 6640.00 PP
191 pp2606 20251021 6564.00 ... 6599.00 6600.00 PP
192 pp2607 20251021 6563.00 ... 6597.00 6595.00 PP
193 pp2608 20251021 6596.00 ... 6625.00 6630.00 PP
194 pp2609 20251021 6640.00 ... 6647.00 6664.00 PP
195 rr2510 20251021 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251021 3618.00 ... 3618.00 3617.00 RR
197 rr2512 20251021 3594.00 ... 3599.00 3597.00 RR
198 rr2601 20251021 3627.00 ... 3627.00 3627.00 RR
199 rr2602 20251021 3618.00 ... 3613.00 3614.00 RR
200 rr2603 20251021 3615.00 ... 3615.00 3613.00 RR
201 rr2604 20251021 3621.00 ... 3621.00 3618.00 RR
202 rr2605 20251021 3612.00 ... 3616.00 3615.00 RR
203 rr2606 20251021 3610.00 ... 3610.00 3606.00 RR
204 rr2607 20251021 3616.00 ... 3616.00 3608.00 RR
205 rr2608 20251021 3604.00 ... 3604.00 3600.00 RR
206 rr2609 20251021 0.00 ... 3616.00 3616.00 RR
207 v2510 20251021 4596.00 ... 4590.00 4596.00 V
208 v2511 20251021 4623.00 ... 4613.00 4632.00 V
209 v2512 20251021 4654.00 ... 4655.00 4673.00 V
210 v2601 20251021 4705.00 ... 4699.00 4721.00 V
211 v2602 20251021 4721.00 ... 4742.00 4767.00 V
212 v2603 20251021 4756.00 ... 4773.00 4796.00 V
213 v2604 20251021 4958.00 ... 4974.00 4993.00 V
214 v2605 20251021 5001.00 ... 5002.00 5026.00 V
215 v2606 20251021 5025.00 ... 5051.00 5065.00 V
216 v2607 20251021 5093.00 ... 5088.00 5106.00 V
217 v2608 20251021 5100.00 ... 5120.00 5132.00 V
218 v2609 20251021 5122.00 ... 5126.00 5151.00 V
219 y2511 20251021 8274.00 ... 8294.00 8292.00 Y
220 y2512 20251021 8310.00 ... 8348.00 8346.00 Y
221 y2601 20251021 8298.00 ... 8320.00 8312.00 Y
222 y2603 20251021 8246.00 ... 8276.00 8256.00 Y
223 y2605 20251021 8094.00 ... 8134.00 8108.00 Y
224 y2607 20251021 8026.00 ... 8076.00 8044.00 Y
225 y2608 20251021 8090.00 ... 8070.00 8036.00 Y
226 y2609 20251021 8002.00 ... 8028.00 8012.00 Y
[227 rows x 12 columns]
2025-10-22 16:26:20,682 - future_1d - INFO - ak.get_dce_daily('2025-10-21') done
2025-10-22 16:26:22,512 - future_1d - INFO - save future_daily 2025-10-21 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251022 0.0 ... 50860.0 51935.0 PS
1 PS2511 20251022 50700.0 ... 50235.0 50590.0 PS
2 PS2512 20251022 53005.0 ... 52600.0 52985.0 PS
3 PS2601 20251022 53000.0 ... 52520.0 52915.0 PS
4 PS2602 20251022 52885.0 ... 52145.0 52715.0 PS
5 PS2603 20251022 52655.0 ... 52140.0 52665.0 PS
6 PS2604 20251022 52600.0 ... 51850.0 52390.0 PS
7 PS2605 20251022 52620.0 ... 51920.0 52340.0 PS
8 PS2606 20251022 54380.0 ... 53590.0 54080.0 PS
9 PS2607 20251022 54010.0 ... 53360.0 53780.0 PS
10 PS2608 20251022 54015.0 ... 53135.0 53470.0 PS
11 PS2609 20251022 53360.0 ... 53110.0 53500.0 PS
13 SI2510 20251022 0.0 ... 8615.0 8460.0 SI
14 SI2511 20251022 8515.0 ... 8500.0 8480.0 SI
15 SI2512 20251022 8935.0 ... 8870.0 8865.0 SI
16 SI2601 20251022 8855.0 ... 8820.0 8820.0 SI
17 SI2602 20251022 8830.0 ... 8825.0 8835.0 SI
18 SI2603 20251022 8840.0 ... 8835.0 8840.0 SI
19 SI2604 20251022 8830.0 ... 8835.0 8855.0 SI
20 SI2605 20251022 8860.0 ... 8855.0 8850.0 SI
21 SI2606 20251022 8860.0 ... 8855.0 8865.0 SI
22 SI2607 20251022 8865.0 ... 8870.0 8855.0 SI
23 SI2608 20251022 8890.0 ... 8890.0 8890.0 SI
24 SI2609 20251022 8890.0 ... 8900.0 8900.0 SI
27 LC2510 20251022 76160.0 ... 73480.0 75780.0 LC
28 LC2511 20251022 75380.0 ... 76320.0 75440.0 LC
29 LC2512 20251022 76620.0 ... 76700.0 75800.0 LC
30 LC2601 20251022 76000.0 ... 76740.0 75880.0 LC
31 LC2602 20251022 75800.0 ... 76620.0 75680.0 LC
32 LC2603 20251022 75860.0 ... 76460.0 75580.0 LC
33 LC2604 20251022 76220.0 ... 76720.0 75840.0 LC
34 LC2605 20251022 76180.0 ... 76880.0 75920.0 LC
35 LC2606 20251022 75820.0 ... 76640.0 75720.0 LC
36 LC2607 20251022 76100.0 ... 76560.0 75700.0 LC
37 LC2608 20251022 76240.0 ... 76740.0 75940.0 LC
38 LC2609 20251022 76080.0 ... 76820.0 76060.0 LC
[36 rows x 12 columns]
2025-10-22 16:26:29,458 - future_1d - INFO - ak.get_gfex_daily('2025-10-22') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251022 ... 84970 85520 CU
1 1 CU2512 20251022 ... 84990 85530 CU
2 2 CU2601 20251022 ... 84950 85500 CU
3 3 CU2602 20251022 ... 84890 85490 CU
4 4 CU2603 20251022 ... 84900 85420 CU
5 5 CU2604 20251022 ... 84850 85320 CU
6 6 CU2605 20251022 ... 84830 85300 CU
7 7 CU2606 20251022 ... 84770 85210 CU
8 8 CU2607 20251022 ... 84760 85140 CU
9 9 CU2608 20251022 ... 84430 85060 CU
10 10 CU2609 20251022 ... 84400 84960 CU
11 11 CU2610 20251022 ... 84370 84880 CU
12 12 BC2511 20251022 ... 75540 76030 BC
13 13 BC2512 20251022 ... 75560 76090 BC
14 14 BC2601 20251022 ... 75860 75860 BC
15 15 BC2602 20251022 ... 75800 75800 BC
16 16 BC2603 20251022 ... 75740 76430 BC
17 17 BC2604 20251022 ... 76440 76440 BC
18 18 BC2605 20251022 ... 75900 75900 BC
19 19 BC2606 20251022 ... 75880 75880 BC
20 20 BC2607 20251022 ... 76570 76570 BC
21 21 BC2608 20251022 ... 75800 75800 BC
22 22 BC2609 20251022 ... 76130 76130 BC
23 23 BC2610 20251022 ... 76130 76130 BC
24 24 AL2511 20251022 ... 20980 20910 AL
25 25 AL2512 20251022 ... 21010 20930 AL
26 26 AL2601 20251022 ... 21010 20940 AL
27 27 AL2602 20251022 ... 21020 20955 AL
28 28 AL2603 20251022 ... 21015 20965 AL
29 29 AL2604 20251022 ... 21025 20980 AL
30 30 AL2605 20251022 ... 21030 20985 AL
31 31 AL2606 20251022 ... 21025 20985 AL
32 32 AL2607 20251022 ... 21045 20995 AL
33 33 AL2608 20251022 ... 21055 21020 AL
34 34 AL2609 20251022 ... 21040 21000 AL
35 35 AL2610 20251022 ... 21035 21015 AL
36 36 ZN2511 20251022 ... 21975 21955 ZN
37 37 ZN2512 20251022 ... 21990 21960 ZN
38 38 ZN2601 20251022 ... 22025 21995 ZN
39 39 ZN2602 20251022 ... 22045 22015 ZN
40 40 ZN2603 20251022 ... 22080 22075 ZN
41 41 ZN2604 20251022 ... 22110 22090 ZN
42 42 ZN2605 20251022 ... 22145 22125 ZN
43 43 ZN2606 20251022 ... 22170 22165 ZN
44 44 ZN2607 20251022 ... 22165 22160 ZN
45 45 ZN2608 20251022 ... 22235 22210 ZN
46 46 ZN2609 20251022 ... 22260 22205 ZN
47 47 ZN2610 20251022 ... 22275 22175 ZN
48 48 PB2511 20251022 ... 17155 17165 PB
49 49 PB2512 20251022 ... 17170 17170 PB
50 50 PB2601 20251022 ... 17175 17175 PB
51 51 PB2602 20251022 ... 17195 17180 PB
52 52 PB2603 20251022 ... 17200 17200 PB
53 53 PB2604 20251022 ... 17215 17220 PB
54 54 PB2605 20251022 ... 17200 17245 PB
55 55 PB2606 20251022 ... 17215 17200 PB
56 56 PB2607 20251022 ... 17240 17255 PB
57 57 PB2608 20251022 ... 17285 17285 PB
58 58 PB2609 20251022 ... 17375 17285 PB
59 59 PB2610 20251022 ... 17255 17235 PB
60 60 NI2511 20251022 ... 120970 121320 NI
61 61 NI2512 20251022 ... 121150 121510 NI
62 62 NI2601 20251022 ... 121320 121680 NI
63 63 NI2602 20251022 ... 121500 121830 NI
64 64 NI2603 20251022 ... 121740 122150 NI
65 65 NI2604 20251022 ... 121940 122400 NI
66 66 NI2605 20251022 ... 122210 122670 NI
67 67 NI2606 20251022 ... 122390 122820 NI
68 68 NI2607 20251022 ... 122640 122990 NI
69 69 NI2608 20251022 ... 122790 123260 NI
70 70 NI2609 20251022 ... 123150 123430 NI
71 71 NI2610 20251022 ... 123590 123670 NI
72 72 SN2511 20251022 ... 280940 280630 SN
73 73 SN2512 20251022 ... 281350 281110 SN
74 74 SN2601 20251022 ... 281440 281190 SN
75 75 SN2602 20251022 ... 281460 281230 SN
76 76 SN2603 20251022 ... 281280 281090 SN
77 77 SN2604 20251022 ... 281520 281150 SN
78 78 SN2605 20251022 ... 281270 281350 SN
79 79 SN2606 20251022 ... 281400 281260 SN
80 80 SN2607 20251022 ... 281800 282010 SN
81 81 SN2608 20251022 ... 282100 282490 SN
82 82 SN2609 20251022 ... 282000 282560 SN
83 83 SN2610 20251022 ... 282590 282220 SN
84 84 AO2511 20251022 ... 2791 2766 AO
85 85 AO2512 20251022 ... 2806 2780 AO
86 86 AO2601 20251022 ... 2823 2795 AO
87 87 AO2602 20251022 ... 2845 2818 AO
88 88 AO2603 20251022 ... 2908 2886 AO
89 89 AO2604 20251022 ... 2921 2888 AO
90 90 AO2605 20251022 ... 2934 2909 AO
91 91 AO2606 20251022 ... 2942 2917 AO
92 92 AO2607 20251022 ... 2952 2929 AO
93 93 AO2608 20251022 ... 2966 2941 AO
94 94 AO2609 20251022 ... 2982 2956 AO
95 95 AO2610 20251022 ... 2991 2968 AO
96 96 AD2511 20251022 ... 20405 20330 AD
97 97 AD2512 20251022 ... 20475 20400 AD
98 98 AD2601 20251022 ... 20515 20440 AD
99 99 AD2602 20251022 ... 20515 20445 AD
100 100 AD2603 20251022 ... 20535 20495 AD
101 101 AD2604 20251022 ... 20450 20450 AD
102 102 AD2605 20251022 ... 20355 20355 AD
103 103 AD2606 20251022 ... 20440 20335 AD
104 104 AD2607 20251022 ... 20475 20270 AD
105 105 AD2608 20251022 ... 20390 20390 AD
106 106 AD2609 20251022 ... 20640 20640 AD
107 107 AD2610 20251022 ... 20495 20495 AD
108 108 AU2511 20251022 ... 948.46 990.32 AU
109 109 AU2512 20251022 ... 949.58 991.44 AU
110 110 AU2601 20251022 ... 952.04 992.86 AU
111 111 AU2602 20251022 ... 951.98 994.4 AU
112 112 AU2604 20251022 ... 953.36 996.3 AU
113 113 AU2606 20251022 ... 956.86 998.12 AU
114 114 AU2608 20251022 ... 961.68 999.56 AU
115 115 AU2610 20251022 ... 961.84 1002.78 AU
116 116 AG2511 20251022 ... 11333 11849 AG
117 117 AG2512 20251022 ... 11327 11862 AG
118 118 AG2601 20251022 ... 11339 11874 AG
119 119 AG2602 20251022 ... 11343 11877 AG
120 120 AG2603 20251022 ... 11352 11893 AG
121 121 AG2604 20251022 ... 11359 11895 AG
122 122 AG2605 20251022 ... 11373 11900 AG
123 123 AG2606 20251022 ... 11370 11909 AG
124 124 AG2607 20251022 ... 11389 11927 AG
125 125 AG2608 20251022 ... 11397 11928 AG
126 126 AG2609 20251022 ... 11411 11947 AG
127 127 AG2610 20251022 ... 11422 11955 AG
128 128 RB2511 20251022 ... 2997 2990 RB
129 129 RB2512 20251022 ... 3041 3036 RB
130 130 RB2601 20251022 ... 3058 3050 RB
131 131 RB2602 20251022 ... 3062 3055 RB
132 132 RB2603 20251022 ... 3088 3078 RB
133 133 RB2604 20251022 ... 3104 3093 RB
134 134 RB2605 20251022 ... 3111 3106 RB
135 135 RB2606 20251022 ... 3130 3119 RB
136 136 RB2607 20251022 ... 3132 3133 RB
137 137 RB2608 20251022 ... 3143 3137 RB
138 138 RB2609 20251022 ... 3148 3139 RB
139 139 RB2610 20251022 ... 3151 3147 RB
140 140 WR2511 20251022 ... 3310 3310 WR
141 141 WR2512 20251022 ... 3262 3262 WR
142 142 WR2601 20251022 ... 3348 3339 WR
143 143 WR2602 20251022 ... 3368 3373 WR
144 144 WR2603 20251022 ... 3356 3361 WR
145 145 WR2604 20251022 ... 3364 3369 WR
146 146 WR2605 20251022 ... 3365 3365 WR
147 147 WR2606 20251022 ... 3363 3363 WR
148 148 WR2607 20251022 ... 3400 3400 WR
149 149 WR2608 20251022 ... 3412 3412 WR
150 150 WR2609 20251022 ... 3430 3430 WR
151 151 WR2610 20251022 ... 3430 3430 WR
152 152 HC2511 20251022 ... 3315 3281 HC
153 153 HC2512 20251022 ... 3263 3249 HC
154 154 HC2601 20251022 ... 3235 3221 HC
155 155 HC2602 20251022 ... 3232 3221 HC
156 156 HC2603 20251022 ... 3241 3227 HC
157 157 HC2604 20251022 ... 3241 3224 HC
158 158 HC2605 20251022 ... 3251 3239 HC
159 159 HC2606 20251022 ... 3251 3249 HC
160 160 HC2607 20251022 ... 3260 3249 HC
161 161 HC2608 20251022 ... 3262 3256 HC
162 162 HC2609 20251022 ... 3272 3252 HC
163 163 HC2610 20251022 ... 3274 3261 HC
164 164 SS2511 20251022 ... 12670 12640 SS
165 165 SS2512 20251022 ... 12695 12665 SS
166 166 SS2601 20251022 ... 12745 12745 SS
167 167 SS2602 20251022 ... 12770 12800 SS
168 168 SS2603 20251022 ... 12845 12885 SS
169 169 SS2604 20251022 ... 12905 12945 SS
170 170 SS2605 20251022 ... 12945 12995 SS
171 171 SS2606 20251022 ... 12990 13055 SS
172 172 SS2607 20251022 ... 13040 13080 SS
173 173 SS2608 20251022 ... 13110 13130 SS
174 174 SS2609 20251022 ... 13160 13220 SS
175 175 SS2610 20251022 ... 13195 13250 SS
176 176 SC2511 20251022 ... 436.6 433 SC
177 177 SC2512 20251022 ... 441.8 436.2 SC
178 178 SC2601 20251022 ... 445.5 437.9 SC
179 179 SC2602 20251022 ... 447.5 439.8 SC
180 180 SC2603 20251022 ... 450.4 441.4 SC
181 181 SC2604 20251022 ... 451.6 443.9 SC
182 182 SC2605 20251022 ... 451.4 445.5 SC
183 183 SC2606 20251022 ... 453.8 446.4 SC
184 184 SC2607 20251022 ... 449.9 447.4 SC
185 185 SC2608 20251022 ... 454.4 446.3 SC
186 186 SC2609 20251022 ... 454.6 448.9 SC
187 187 SC2610 20251022 ... 450.7 447.3 SC
188 188 SC2612 20251022 ... 454.9 448.6 SC
189 189 SC2703 20251022 ... 451.8 448.1 SC
190 190 SC2706 20251022 ... 456 447.1 SC
191 191 SC2709 20251022 ... 454.1 450.2 SC
192 192 SC2712 20251022 ... 456.1 451.8 SC
193 193 SC2803 20251022 ... 457.4 449.6 SC
194 194 SC2806 20251022 ... 460.1 457 SC
195 195 SC2809 20251022 ... 462 455.8 SC
196 196 LU2511 20251022 ... 3063 3036 LU
197 197 LU2512 20251022 ... 3100 3064 LU
198 198 LU2601 20251022 ... 3102 3068 LU
199 199 LU2602 20251022 ... 3109 3076 LU
200 200 LU2603 20251022 ... 3116 3083 LU
201 201 LU2604 20251022 ... 3149 3112 LU
202 202 LU2605 20251022 ... 3124 3088 LU
203 203 LU2606 20251022 ... 3129 3100 LU
204 204 LU2607 20251022 ... 3132 3103 LU
205 205 LU2608 20251022 ... 3124 3130 LU
206 206 LU2609 20251022 ... 3143 3114 LU
207 207 LU2610 20251022 ... 3157 3121 LU
208 208 FU2511 20251022 ... 2792 2750 FU
209 209 FU2512 20251022 ... 2695 2665 FU
210 210 FU2601 20251022 ... 2661 2635 FU
211 211 FU2602 20251022 ... 2642 2619 FU
212 212 FU2603 20251022 ... 2633 2613 FU
213 213 FU2604 20251022 ... 2628 2613 FU
214 214 FU2605 20251022 ... 2628 2605 FU
215 215 FU2606 20251022 ... 2617 2597 FU
216 216 FU2607 20251022 ... 2610 2589 FU
217 217 FU2608 20251022 ... 2584 2569 FU
218 218 FU2609 20251022 ... 2578 2560 FU
219 219 FU2610 20251022 ... 2574 2555 FU
220 220 BU2511 20251022 ... 3292 3263 BU
221 221 BU2512 20251022 ... 3229 3188 BU
222 222 BU2601 20251022 ... 3203 3156 BU
223 223 BU2602 20251022 ... 3199 3166 BU
224 224 BU2603 20251022 ... 3234 3187 BU
225 225 BU2604 20251022 ... 3222 3192 BU
226 226 BU2605 20251022 ... 3213 3200 BU
227 227 BU2606 20251022 ... 3239 3209 BU
228 228 BU2607 20251022 ... 3257 3198 BU
229 229 BU2608 20251022 ... 3253 3210 BU
230 230 BU2609 20251022 ... 3238 3211 BU
231 231 BU2610 20251022 ... 3252 3174 BU
232 232 BU2612 20251022 ... 3162 3153 BU
233 233 BU2703 20251022 ... 3172 3150 BU
234 234 BU2706 20251022 ... 3193 3173 BU
235 235 BU2709 20251022 ... 3223 3184 BU
236 236 BR2511 20251022 ... 11100 11040 BR
237 237 BR2512 20251022 ... 11015 10955 BR
238 238 BR2601 20251022 ... 10995 10940 BR
239 239 BR2602 20251022 ... 10985 10965 BR
240 240 BR2603 20251022 ... 10995 10945 BR
241 241 BR2604 20251022 ... 11010 11000 BR
242 242 BR2605 20251022 ... 11035 11020 BR
243 243 BR2606 20251022 ... 11040 11065 BR
244 244 BR2607 20251022 ... 11305 11285 BR
245 245 BR2608 20251022 ... 11305 11225 BR
246 246 BR2609 20251022 ... 11290 11215 BR
247 247 BR2610 20251022 ... 11305 11305 BR
248 248 RU2511 20251022 ... 14385 14260 RU
249 249 RU2601 20251022 ... 15115 15000 RU
250 250 RU2603 20251022 ... 15125 15010 RU
251 251 RU2604 20251022 ... 15130 15035 RU
252 252 RU2605 20251022 ... 15105 14995 RU
253 253 RU2606 20251022 ... 15085 15055 RU
254 254 RU2607 20251022 ... 15105 15155 RU
255 255 RU2608 20251022 ... 15185 14850 RU
256 256 RU2609 20251022 ... 15150 15140 RU
257 257 RU2610 20251022 ... 15175 15170 RU
258 258 NR2511 20251022 ... 12320 12295 NR
259 259 NR2512 20251022 ... 12310 12285 NR
260 260 NR2601 20251022 ... 12295 12275 NR
261 261 NR2602 20251022 ... 12265 12245 NR
262 262 NR2603 20251022 ... 12245 12280 NR
263 263 NR2604 20251022 ... 12230 12230 NR
264 264 NR2605 20251022 ... 12235 12250 NR
265 265 NR2606 20251022 ... 12235 12275 NR
266 266 NR2607 20251022 ... 12295 12180 NR
267 267 NR2608 20251022 ... 12195 12195 NR
268 268 NR2609 20251022 ... 12305 12305 NR
269 269 NR2610 20251022 ... 12275 12275 NR
270 270 SP2511 20251022 ... 4856 4846 SP
271 271 SP2512 20251022 ... 4892 4874 SP
272 272 SP2601 20251022 ... 5210 5154 SP
273 273 SP2602 20251022 ... 5220 5174 SP
274 274 SP2603 20251022 ... 5232 5180 SP
275 275 SP2604 20251022 ... 5238 5210 SP
276 276 SP2605 20251022 ... 5262 5208 SP
277 277 SP2606 20251022 ... 5260 5212 SP
278 278 SP2607 20251022 ... 5280 5220 SP
279 279 SP2608 20251022 ... 5292 5226 SP
280 280 SP2609 20251022 ... 5274 5212 SP
281 281 SP2610 20251022 ... 5260 5236 SP
282 282 OP2601 20251022 ... 4184 4166 OP
283 283 OP2602 20251022 ... 4178 4168 OP
284 284 OP2603 20251022 ... 4194 4176 OP
285 285 OP2604 20251022 ... 4208 4202 OP
286 286 OP2605 20251022 ... 4200 4200 OP
287 287 OP2606 20251022 ... 4162 4176 OP
288 288 OP2607 20251022 ... 4196 4190 OP
289 289 OP2608 20251022 ... 4214 4214 OP
290 290 OP2609 20251022 ... 4208 4198 OP
291 291 OP2610 20251022 ... 4202 4202 OP
292 292 EC2510 20251022 ... 1136.9 1133.9 EC
293 293 EC2512 20251022 ... 1774.2 1748.9 EC
294 294 EC2602 20251022 ... 1564.2 1554.6 EC
295 295 EC2604 20251022 ... 1164.3 1166 EC
296 296 EC2606 20251022 ... 1349 1350.7 EC
297 297 EC2608 20251022 ... 1464.4 1472.3 EC
298 298 SC_TAS2512 20251022 ... SC_TAS
299 299 SC_TAS2601 20251022 ... SC_TAS
300 300 SC_TAS2602 20251022 ... SC_TAS
[301 rows x 13 columns]
2025-10-22 16:26:29,572 - future_1d - INFO - ak.get_shfe_daily('2025-10-22') done
symbol date open ... settle pre_settle variety
0 IC2511 20251022 7059.800 ... 7070.400 7122.800 IC
1 IC2512 20251022 7021.800 ... 7016.400 7067.800 IC
2 IC2603 20251022 6850.000 ... 6852.000 6904.200 IC
3 IC2606 20251022 6671.800 ... 6674.200 6722.200 IC
4 IF2511 20251022 4565.600 ... 4578.000 4594.800 IF
5 IF2512 20251022 4559.000 ... 4566.200 4584.600 IF
6 IF2603 20251022 4532.200 ... 4539.600 4557.200 IF
7 IF2606 20251022 4488.200 ... 4501.800 4520.600 IF
8 IH2511 20251022 2989.800 ... 3006.400 3007.400 IH
9 IH2512 20251022 2989.000 ... 3006.400 3007.400 IH
10 IH2603 20251022 2990.000 ... 3006.400 3008.000 IH
11 IH2606 20251022 2985.600 ... 3005.200 3006.200 IH
12 IM2511 20251022 7232.600 ... 7239.000 7273.000 IM
13 IM2512 20251022 7165.200 ... 7165.200 7199.400 IM
14 IM2603 20251022 6938.600 ... 6948.800 6982.600 IM
15 IM2606 20251022 6738.600 ... 6735.600 6770.600 IM
16 T2512 20251022 108.175 ... 108.160 108.120 T
17 T2603 20251022 107.875 ... 107.835 107.810 T
18 T2606 20251022 107.755 ... 107.755 107.720 T
19 TF2512 20251022 105.720 ... 105.715 105.695 TF
20 TF2603 20251022 105.620 ... 105.615 105.610 TF
21 TF2606 20251022 105.650 ... 105.635 105.605 TF
22 TL2512 20251022 115.710 ... 115.600 115.490 TL
23 TL2603 20251022 115.520 ... 115.310 115.190 TL
24 TL2606 20251022 115.160 ... 115.240 115.110 TL
25 TS2512 20251022 102.372 ... 102.352 102.362 TS
26 TS2603 20251022 102.288 ... 102.276 102.280 TS
27 TS2606 20251022 102.302 ... 102.294 102.300 TS
[28 rows x 12 columns]
2025-10-22 16:26:29,763 - future_1d - INFO - ak.get_cffex_daily('2025-10-22') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251022 441 447 ... 71831.5 436.6 433 SC
1 SC2512 20251022 441.4 452 ... 7785129.63 441.8 436.2 SC
2 SC2601 20251022 443.5 455.3 ... 1448467.05 445.5 437.9 SC
3 SC2602 20251022 444.4 456.4 ... 235078.46 447.5 439.8 SC
4 SC2603 20251022 445.2 457 ... 37164.76 450.4 441.4 SC
5 SC2604 20251022 447 457.6 ... 7406.8 451.6 443.9 SC
6 SC2605 20251022 447.9 458 ... 4740.69 451.4 445.5 SC
7 SC2606 20251022 448 459.6 ... 20194.63 453.8 446.4 SC
8 SC2607 20251022 445.5 456.4 ... 404.99 449.9 447.4 SC
9 SC2608 20251022 446.2 456.5 ... 272.66 454.4 446.3 SC
10 SC2609 20251022 450.4 459.3 ... 3500.56 454.6 448.9 SC
11 SC2610 20251022 ... 0 450.7 447.3 SC
12 SC2612 20251022 455.8 458.1 ... 955.4 454.9 448.6 SC
13 SC2703 20251022 ... 0 451.8 448.1 SC
14 SC2706 20251022 452 460 ... 91.2 456 447.1 SC
15 SC2709 20251022 ... 0 454.1 450.2 SC
16 SC2712 20251022 ... 0 456.1 451.8 SC
17 SC2803 20251022 ... 0 457.4 449.6 SC
18 SC2806 20251022 457.7 463.6 ... 460.1 460.1 457 SC
19 SC2809 20251022 456 465.8 ... 554.45 462 455.8 SC
21 LU2511 20251022 3054 3118 ... 8039.105 3063 3036 LU
22 LU2512 20251022 3101 3147 ... 259535.792 3100 3064 LU
23 LU2601 20251022 3100 3147 ... 275802.563 3102 3068 LU
24 LU2602 20251022 3100 3154 ... 39775.306 3109 3076 LU
25 LU2603 20251022 3096 3158 ... 1744.982 3116 3083 LU
26 LU2604 20251022 3149 3150 ... 6.299 3149 3112 LU
27 LU2605 20251022 3093 3161 ... 81.237 3124 3088 LU
28 LU2606 20251022 3099 3163 ... 18.775 3129 3100 LU
29 LU2607 20251022 3104 3175 ... 62.641 3132 3103 LU
30 LU2608 20251022 3107 3151 ... 28.122 3124 3130 LU
31 LU2609 20251022 3153 3188 ... 100.59 3143 3114 LU
32 LU2610 20251022 3128 3180 ... 15.787 3157 3121 LU
34 NR2511 20251022 12350 12380 ... 81871.8 12320 12295 NR
35 NR2512 20251022 12345 12385 ... 775165.8 12310 12285 NR
36 NR2601 20251022 12315 12355 ... 281278.09 12295 12275 NR
37 NR2602 20251022 12260 12325 ... 18864.41 12265 12245 NR
38 NR2603 20251022 12240 12290 ... 2620.625 12245 12280 NR
39 NR2604 20251022 12250 12305 ... 1149.885 12230 12230 NR
40 NR2605 20251022 12250 12285 ... 807.765 12235 12250 NR
41 NR2606 20251022 12260 12265 ... 464.995 12235 12275 NR
42 NR2607 20251022 ... 0 12295 12180 NR
43 NR2608 20251022 ... 0 12195 12195 NR
44 NR2609 20251022 ... 0 12305 12305 NR
45 NR2610 20251022 ... 0 12275 12275 NR
47 BC2511 20251022 75790 75970 ... 283619.36 75540 76030 BC
48 BC2512 20251022 75810 75940 ... 50516.16 75560 76090 BC
49 BC2601 20251022 ... 0 75860 75860 BC
50 BC2602 20251022 ... 0 75800 75800 BC
51 BC2603 20251022 75740 75740 ... 37.87 75740 76430 BC
52 BC2604 20251022 ... 0 76440 76440 BC
53 BC2605 20251022 ... 0 75900 75900 BC
54 BC2606 20251022 ... 0 75880 75880 BC
55 BC2607 20251022 ... 0 76570 76570 BC
56 BC2608 20251022 ... 0 75800 75800 BC
57 BC2609 20251022 ... 0 76130 76130 BC
58 BC2610 20251022 ... 0 76130 76130 BC
60 EC2510 20251022 1133.4 1138.6 ... 6650.996 1136.9 1133.9 EC
61 EC2512 20251022 1765.9 1798 ... 253821.904 1774.2 1748.9 EC
62 EC2602 20251022 1563 1585.4 ... 37018.6405 1564.2 1554.6 EC
63 EC2604 20251022 1160 1178.5 ... 12231.218 1164.3 1166 EC
64 EC2606 20251022 1345 1358.2 ... 789.222 1349 1350.7 EC
65 EC2608 20251022 1461 1477.8 ... 798.1215 1464.4 1472.3 EC
68 SC_TAS2512 20251022 ... SC_TAS
69 SC_TAS2601 20251022 ... SC_TAS
70 SC_TAS2602 20251022 ... SC_TAS
[65 rows x 12 columns]
2025-10-22 16:26:29,829 - future_1d - INFO - ak.get_ine_daily('2025-10-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251022 9380.0 9499.0 ... 37.76 9440.0 9440.0 AP
1 AP511 20251022 8832.0 8867.0 ... 1852.90 8823.0 8879.0 AP
2 AP512 20251022 8737.0 8784.0 ... 2816.59 8747.0 8774.0 AP
3 AP601 20251022 8815.0 8846.0 ... 744830.10 8790.0 8819.0 AP
4 AP603 20251022 8875.0 8917.0 ... 2043.17 8883.0 8898.0 AP
5 AP604 20251022 9092.0 9127.0 ... 1519.42 9098.0 9108.0 AP
6 AP605 20251022 9200.0 9349.0 ... 222362.68 9297.0 9282.0 AP
7 CF511 20251022 13730.0 13760.0 ... 44711.53 13705.0 13645.0 CF
8 CF601 20251022 13525.0 13570.0 ... 1301742.96 13540.0 13495.0 CF
9 CF603 20251022 13570.0 13600.0 ... 127018.78 13570.0 13535.0 CF
10 CF605 20251022 13610.0 13620.0 ... 338149.73 13590.0 13560.0 CF
11 CF607 20251022 13615.0 13635.0 ... 951.87 13600.0 13560.0 CF
12 CF609 20251022 13770.0 13790.0 ... 4376.01 13760.0 13720.0 CF
13 CJ512 20251022 11235.0 11260.0 ... 9322.85 11045.0 11275.0 CJ
14 CJ601 20251022 11350.0 11375.0 ... 1757891.84 11160.0 11400.0 CJ
15 CJ603 20251022 11250.0 11275.0 ... 28359.64 11005.0 11295.0 CJ
16 CJ605 20251022 11315.0 11355.0 ... 403634.53 11105.0 11370.0 CJ
17 CJ607 20251022 11380.0 11430.0 ... 10026.58 11155.0 11445.0 CJ
18 CJ609 20251022 11505.0 11555.0 ... 4178.92 11325.0 11580.0 CJ
19 CY510 20251022 0.0 0.0 ... 0.00 19840.0 19765.0 CY
20 CY511 20251022 19985.0 20035.0 ... 169.67 19960.0 20000.0 CY
21 CY512 20251022 0.0 0.0 ... 0.00 19515.0 19505.0 CY
22 CY601 20251022 19760.0 19775.0 ... 108225.18 19740.0 19665.0 CY
23 CY602 20251022 0.0 0.0 ... 0.00 19570.0 19475.0 CY
24 CY603 20251022 19720.0 19730.0 ... 49.31 19725.0 19755.0 CY
25 CY604 20251022 19555.0 19555.0 ... 9.78 19555.0 19400.0 CY
26 CY605 20251022 19730.0 19745.0 ... 19.74 19740.0 19790.0 CY
27 CY606 20251022 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251022 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251022 0.0 0.0 ... 0.00 19770.0 19770.0 CY
30 CY609 20251022 20085.0 20085.0 ... 10.04 20085.0 19955.0 CY
31 FG510 20251022 980.0 980.0 ... 41.16 980.0 980.0 FG
32 FG511 20251022 991.0 996.0 ... 15167.23 992.0 992.0 FG
33 FG512 20251022 1095.0 1107.0 ... 95811.15 1096.0 1094.0 FG
34 FG601 20251022 1088.0 1100.0 ... 3017766.48 1090.0 1089.0 FG
35 FG602 20251022 1160.0 1169.0 ... 48663.58 1163.0 1158.0 FG
36 FG603 20251022 1164.0 1173.0 ... 132019.86 1165.0 1161.0 FG
37 FG604 20251022 1236.0 1248.0 ... 488.83 1241.0 1235.0 FG
38 FG605 20251022 1238.0 1248.0 ... 132742.96 1240.0 1235.0 FG
39 FG606 20251022 1277.0 1292.0 ... 791.97 1286.0 1277.0 FG
40 FG607 20251022 1263.0 1282.0 ... 1016.74 1274.0 1263.0 FG
41 FG608 20251022 1317.0 1337.0 ... 985.78 1329.0 1317.0 FG
42 FG609 20251022 1320.0 1337.0 ... 6186.81 1329.0 1317.0 FG
43 JR511 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251022 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251022 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251022 0.0 0.0 ... 511.43 2253.0 2245.0 MA
52 MA511 20251022 2250.0 2250.0 ... 4995.64 2235.0 2238.0 MA
53 MA512 20251022 2268.0 2268.0 ... 49724.53 2253.0 2248.0 MA
54 MA601 20251022 2276.0 2276.0 ... 1312118.92 2265.0 2257.0 MA
55 MA602 20251022 2300.0 2305.0 ... 44831.28 2294.0 2281.0 MA
56 MA603 20251022 2316.0 2325.0 ... 68162.53 2314.0 2301.0 MA
57 MA604 20251022 2308.0 2326.0 ... 104.20 2316.0 2300.0 MA
58 MA605 20251022 2294.0 2311.0 ... 148175.06 2296.0 2281.0 MA
59 MA606 20251022 2290.0 2304.0 ... 22.92 2292.0 2286.0 MA
60 MA607 20251022 2278.0 2290.0 ... 29.66 2282.0 2273.0 MA
61 MA608 20251022 2270.0 2288.0 ... 4.56 2279.0 2269.0 MA
62 MA609 20251022 2257.0 2270.0 ... 3196.81 2258.0 2245.0 MA
63 OI511 20251022 10016.0 10025.0 ... 19996.11 9993.0 10037.0 OI
64 OI601 20251022 9845.0 9870.0 ... 1813809.79 9839.0 9882.0 OI
65 OI603 20251022 9696.0 9702.0 ... 335964.13 9671.0 9722.0 OI
66 OI605 20251022 9494.0 9507.0 ... 123541.80 9469.0 9507.0 OI
67 OI607 20251022 9435.0 9444.0 ... 1187.76 9427.0 9454.0 OI
68 OI609 20251022 9403.0 9409.0 ... 1417.70 9389.0 9433.0 OI
69 PF510 20251022 6100.0 6100.0 ... 496.95 6098.0 6090.0 PF
70 PF511 20251022 6088.0 6182.0 ... 24680.48 6136.0 6072.0 PF
71 PF512 20251022 6086.0 6180.0 ... 662015.08 6130.0 6058.0 PF
72 PF601 20251022 6096.0 6182.0 ... 168352.15 6150.0 6064.0 PF
73 PF602 20251022 6074.0 6172.0 ... 222624.49 6132.0 6060.0 PF
74 PF603 20251022 6074.0 6162.0 ... 90012.05 6126.0 6042.0 PF
75 PF604 20251022 6136.0 6202.0 ... 107.96 6170.0 6098.0 PF
76 PF605 20251022 6122.0 6198.0 ... 197.36 6168.0 6112.0 PF
77 PF606 20251022 6170.0 6170.0 ... 12.33 6166.0 6110.0 PF
78 PF607 20251022 6144.0 6250.0 ... 24.77 6192.0 6144.0 PF
79 PF608 20251022 6264.0 6264.0 ... 6.25 6250.0 6152.0 PF
80 PF609 20251022 6220.0 6244.0 ... 15.57 6228.0 6148.0 PF
81 PK510 20251022 0.0 0.0 ... 0.00 7804.0 7804.0 PK
82 PK511 20251022 7640.0 7702.0 ... 12160.04 7654.0 7674.0 PK
83 PK512 20251022 7764.0 7780.0 ... 102108.57 7736.0 7790.0 PK
84 PK601 20251022 7856.0 7858.0 ... 486157.45 7830.0 7900.0 PK
85 PK603 20251022 7970.0 7970.0 ... 105098.24 7928.0 7988.0 PK
86 PK604 20251022 7944.0 7960.0 ... 2124.29 7942.0 7990.0 PK
87 PK605 20251022 7990.0 8014.0 ... 24019.91 7978.0 8020.0 PK
88 PL601 20251022 6039.0 6112.0 ... 68261.91 6069.0 6031.0 PL
89 PL602 20251022 6097.0 6157.0 ... 32106.22 6115.0 6078.0 PL
90 PL603 20251022 6098.0 6155.0 ... 22374.16 6117.0 6075.0 PL
91 PL604 20251022 0.0 0.0 ... 0.00 6082.0 6082.0 PL
92 PL605 20251022 6060.0 6118.0 ... 85.24 6089.0 6075.0 PL
93 PL606 20251022 0.0 0.0 ... 0.00 6065.0 6002.0 PL
94 PL607 20251022 6179.0 6179.0 ... 24.72 6179.0 6037.0 PL
95 PL608 20251022 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251022 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251022 0.0 0.0 ... 128.39 5706.0 5660.0 PR
104 PR511 20251022 5594.0 5658.0 ... 11342.78 5626.0 5574.0 PR
105 PR512 20251022 5588.0 5648.0 ... 298331.69 5618.0 5556.0 PR
106 PR601 20251022 5550.0 5614.0 ... 477431.27 5574.0 5524.0 PR
107 PR602 20251022 5598.0 5656.0 ... 112066.77 5610.0 5568.0 PR
108 PR603 20251022 5600.0 5642.0 ... 176.96 5618.0 5580.0 PR
109 PR604 20251022 5596.0 5664.0 ... 169.16 5640.0 5606.0 PR
110 PR605 20251022 5624.0 5674.0 ... 228.78 5650.0 5608.0 PR
111 PR606 20251022 5706.0 5716.0 ... 17.13 5712.0 5644.0 PR
112 PR607 20251022 0.0 0.0 ... 0.00 5706.0 5670.0 PR
113 PR608 20251022 0.0 0.0 ... 0.00 5724.0 5682.0 PR
114 PR609 20251022 0.0 0.0 ... 0.00 5714.0 5656.0 PR
115 PX510 20251022 6410.0 6410.0 ... 573.70 6410.0 6302.0 PX
116 PX511 20251022 6334.0 6468.0 ... 14672.75 6406.0 6324.0 PX
117 PX512 20251022 6352.0 6468.0 ... 204140.38 6396.0 6328.0 PX
118 PX601 20251022 6356.0 6460.0 ... 654412.66 6402.0 6322.0 PX
119 PX602 20251022 6372.0 6474.0 ... 209706.39 6418.0 6342.0 PX
120 PX603 20251022 6368.0 6472.0 ... 177235.20 6396.0 6344.0 PX
121 PX604 20251022 6436.0 6438.0 ... 6.44 6438.0 6336.0 PX
122 PX605 20251022 6388.0 6474.0 ... 5264.81 6448.0 6368.0 PX
123 PX606 20251022 6452.0 6452.0 ... 3.23 6452.0 6378.0 PX
124 PX607 20251022 0.0 0.0 ... 0.00 6474.0 6374.0 PX
125 PX608 20251022 6472.0 6472.0 ... 6.47 6466.0 6384.0 PX
126 PX609 20251022 6440.0 6446.0 ... 12.89 6444.0 6408.0 PX
127 RI511 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251022 2401.0 2412.0 ... 2133.68 2406.0 2412.0 RM
134 RM601 20251022 2320.0 2327.0 ... 661496.36 2311.0 2340.0 RM
135 RM603 20251022 2295.0 2295.0 ... 7367.40 2287.0 2304.0 RM
136 RM605 20251022 2301.0 2304.0 ... 162595.28 2295.0 2306.0 RM
137 RM607 20251022 2294.0 2301.0 ... 11735.84 2291.0 2299.0 RM
138 RM608 20251022 2395.0 2401.0 ... 1208.65 2393.0 2402.0 RM
139 RM609 20251022 2392.0 2394.0 ... 5045.91 2387.0 2397.0 RM
140 RS511 20251022 5359.0 5434.0 ... 59.48 5407.0 5299.0 RS
141 RS607 20251022 0.0 0.0 ... 0.00 5506.0 5506.0 RS
142 RS608 20251022 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251022 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251022 1138.0 1139.0 ... 290.57 1135.0 1129.0 SA
145 SA511 20251022 1143.0 1158.0 ... 9484.78 1149.0 1137.0 SA
146 SA512 20251022 1200.0 1220.0 ... 140481.21 1210.0 1198.0 SA
147 SA601 20251022 1211.0 1230.0 ... 1886521.25 1220.0 1207.0 SA
148 SA602 20251022 1249.0 1267.0 ... 145213.50 1259.0 1249.0 SA
149 SA603 20251022 1255.0 1277.0 ... 268212.79 1267.0 1256.0 SA
150 SA604 20251022 1289.0 1309.0 ... 927.18 1302.0 1289.0 SA
151 SA605 20251022 1295.0 1313.0 ... 83819.59 1304.0 1295.0 SA
152 SA606 20251022 1314.0 1330.0 ... 431.47 1324.0 1310.0 SA
153 SA607 20251022 1317.0 1334.0 ... 728.21 1329.0 1319.0 SA
154 SA608 20251022 1353.0 1367.0 ... 253.36 1362.0 1353.0 SA
155 SA609 20251022 1358.0 1375.0 ... 3470.02 1367.0 1358.0 SA
156 SF510 20251022 0.0 0.0 ... 744.93 5340.0 5298.0 SF
157 SF511 20251022 5480.0 5554.0 ... 21070.98 5526.0 5488.0 SF
158 SF512 20251022 5486.0 5562.0 ... 37741.49 5526.0 5482.0 SF
159 SF601 20251022 5474.0 5558.0 ... 370098.22 5522.0 5480.0 SF
160 SF602 20251022 5400.0 5488.0 ... 39115.26 5452.0 5412.0 SF
161 SF603 20251022 5528.0 5634.0 ... 68752.17 5588.0 5536.0 SF
162 SF604 20251022 5588.0 5588.0 ... 2.79 5588.0 5536.0 SF
163 SF605 20251022 5520.0 5606.0 ... 2820.81 5576.0 5504.0 SF
164 SF606 20251022 5508.0 5568.0 ... 121.87 5540.0 5500.0 SF
165 SF607 20251022 5660.0 5710.0 ... 93.77 5684.0 5636.0 SF
166 SF608 20251022 5694.0 5694.0 ... 5.69 5694.0 5618.0 SF
167 SF609 20251022 5620.0 5676.0 ... 211.82 5648.0 5612.0 SF
168 SH510 20251022 0.0 0.0 ... 0.00 2350.0 2348.0 SH
169 SH511 20251022 2415.0 2428.0 ... 9711.69 2419.0 2411.0 SH
170 SH512 20251022 2389.0 2413.0 ... 126519.62 2400.0 2395.0 SH
171 SH601 20251022 2380.0 2399.0 ... 1805307.19 2383.0 2381.0 SH
172 SH602 20251022 2400.0 2413.0 ... 280782.36 2402.0 2403.0 SH
173 SH603 20251022 2406.0 2424.0 ... 273728.02 2412.0 2410.0 SH
174 SH604 20251022 2461.0 2476.0 ... 562.09 2465.0 2470.0 SH
175 SH605 20251022 2475.0 2493.0 ... 15761.80 2478.0 2480.0 SH
176 SH606 20251022 2509.0 2527.0 ... 135.99 2518.0 2516.0 SH
177 SH607 20251022 2525.0 2539.0 ... 60.71 2530.0 2529.0 SH
178 SH608 20251022 2561.0 2571.0 ... 46.15 2564.0 2563.0 SH
179 SH609 20251022 2568.0 2573.0 ... 138.58 2566.0 2565.0 SH
180 SM510 20251022 0.0 0.0 ... 1963.96 5668.0 5612.0 SM
181 SM511 20251022 5726.0 5802.0 ... 2447.18 5778.0 5740.0 SM
182 SM512 20251022 5738.0 5816.0 ... 170772.16 5776.0 5744.0 SM
183 SM601 20251022 5752.0 5828.0 ... 505804.77 5794.0 5754.0 SM
184 SM602 20251022 5756.0 5832.0 ... 162457.74 5794.0 5758.0 SM
185 SM603 20251022 5756.0 5844.0 ... 148618.82 5804.0 5762.0 SM
186 SM604 20251022 5824.0 5824.0 ... 2.91 5824.0 5766.0 SM
187 SM605 20251022 5782.0 5862.0 ... 21273.25 5832.0 5792.0 SM
188 SM606 20251022 5812.0 5866.0 ... 5.84 5840.0 5776.0 SM
189 SM607 20251022 5880.0 5880.0 ... 2.94 5880.0 5768.0 SM
190 SM608 20251022 0.0 0.0 ... 0.00 5868.0 5798.0 SM
191 SM609 20251022 5814.0 5886.0 ... 1621.45 5844.0 5824.0 SM
192 SR511 20251022 5387.0 5397.0 ... 4359.64 5389.0 5388.0 SR
193 SR601 20251022 5425.0 5434.0 ... 1145988.28 5416.0 5436.0 SR
194 SR603 20251022 5407.0 5414.0 ... 231841.23 5398.0 5418.0 SR
195 SR605 20251022 5379.0 5390.0 ... 139063.88 5370.0 5396.0 SR
196 SR607 20251022 5386.0 5396.0 ... 6646.87 5378.0 5401.0 SR
197 SR609 20251022 5398.0 5404.0 ... 8159.74 5390.0 5408.0 SR
198 TA510 20251022 4372.0 4386.0 ... 1299.74 4376.0 4360.0 TA
199 TA511 20251022 4386.0 4444.0 ... 23961.37 4416.0 4372.0 TA
200 TA512 20251022 4410.0 4468.0 ... 352251.14 4432.0 4384.0 TA
201 TA601 20251022 4434.0 4488.0 ... 1656309.06 4458.0 4410.0 TA
202 TA602 20251022 4452.0 4508.0 ... 359440.09 4470.0 4422.0 TA
203 TA603 20251022 4460.0 4522.0 ... 102380.75 4494.0 4450.0 TA
204 TA604 20251022 4494.0 4536.0 ... 33.88 4518.0 4462.0 TA
205 TA605 20251022 4494.0 4554.0 ... 79979.47 4520.0 4480.0 TA
206 TA606 20251022 4560.0 4560.0 ... 2.28 4560.0 4488.0 TA
207 TA607 20251022 0.0 0.0 ... 0.00 4562.0 4498.0 TA
208 TA608 20251022 4544.0 4558.0 ... 4.55 4552.0 4510.0 TA
209 TA609 20251022 4532.0 4586.0 ... 1231.66 4562.0 4512.0 TA
210 UR510 20251022 1494.0 1494.0 ... 845.14 1493.0 1495.0 UR
211 UR511 20251022 1583.0 1598.0 ... 2693.85 1592.0 1582.0 UR
212 UR512 20251022 1599.0 1612.0 ... 17885.66 1605.0 1599.0 UR
213 UR601 20251022 1611.0 1625.0 ... 394583.60 1617.0 1611.0 UR
214 UR602 20251022 1619.0 1629.0 ... 12267.85 1622.0 1619.0 UR
215 UR603 20251022 1676.0 1683.0 ... 147.89 1681.0 1676.0 UR
216 UR604 20251022 1682.0 1687.0 ... 26.97 1685.0 1680.0 UR
217 UR605 20251022 1682.0 1695.0 ... 22417.63 1689.0 1684.0 UR
218 UR606 20251022 1694.0 1698.0 ... 196.49 1694.0 1690.0 UR
219 UR607 20251022 1724.0 1730.0 ... 100.09 1726.0 1722.0 UR
220 UR608 20251022 1720.0 1724.0 ... 20.66 1722.0 1718.0 UR
221 UR609 20251022 1719.0 1725.0 ... 230.83 1723.0 1717.0 UR
222 WH511 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 16:26:30,108 - future_1d - INFO - ak.get_czce_daily('2025-10-22') done
symbol date open ... settle pre_settle variety
0 a2511 20251022 4030.00 ... 4027.00 4049.00 A
1 a2601 20251022 4060.00 ... 4050.00 4073.00 A
2 a2603 20251022 4068.00 ... 4052.00 4071.00 A
3 a2605 20251022 4098.00 ... 4092.00 4104.00 A
4 a2607 20251022 4098.00 ... 4088.00 4101.00 A
5 a2609 20251022 4098.00 ... 4091.00 4106.00 A
6 b2510 20251022 0.00 ... 3629.00 3600.00 B
7 b2511 20251022 3586.00 ... 3572.00 3611.00 B
8 b2512 20251022 3601.00 ... 3583.00 3620.00 B
9 b2601 20251022 3621.00 ... 3595.00 3629.00 B
10 b2602 20251022 3630.00 ... 3616.00 3643.00 B
11 b2603 20251022 3602.00 ... 3589.00 3609.00 B
12 b2604 20251022 3501.00 ... 3496.00 3512.00 B
13 b2605 20251022 3461.00 ... 3452.00 3467.00 B
14 b2606 20251022 3431.00 ... 3427.00 3438.00 B
15 b2607 20251022 3427.00 ... 3430.00 3438.00 B
16 b2608 20251022 3527.00 ... 3524.00 3533.00 B
17 b2609 20251022 3564.00 ... 3552.00 3564.00 B
18 bb2511 20251022 0.00 ... 144.50 144.50 BB
19 bb2601 20251022 146.70 ... 146.90 147.00 BB
20 bb2603 20251022 146.85 ... 146.90 147.10 BB
21 bb2605 20251022 146.90 ... 146.90 147.10 BB
22 bb2607 20251022 0.00 ... 151.85 152.05 BB
23 bb2609 20251022 0.00 ... 151.85 152.05 BB
24 bz2603 20251022 5476.00 ... 5521.00 5482.00 BZ
25 bz2604 20251022 5480.00 ... 5522.00 5480.00 BZ
26 bz2605 20251022 5505.00 ... 5516.00 5482.00 BZ
27 bz2606 20251022 5483.00 ... 5492.00 5480.00 BZ
28 bz2607 20251022 0.00 ... 5519.00 5468.00 BZ
29 bz2608 20251022 5535.00 ... 5535.00 5480.00 BZ
30 bz2609 20251022 0.00 ... 5536.00 5456.00 BZ
31 c2511 20251022 2120.00 ... 2114.00 2119.00 C
32 c2601 20251022 2141.00 ... 2131.00 2141.00 C
33 c2603 20251022 2169.00 ... 2159.00 2170.00 C
34 c2605 20251022 2249.00 ... 2238.00 2249.00 C
35 c2607 20251022 2274.00 ... 2261.00 2273.00 C
36 c2609 20251022 2287.00 ... 2274.00 2289.00 C
37 cs2511 20251022 2390.00 ... 2398.00 2389.00 CS
38 cs2601 20251022 2430.00 ... 2424.00 2422.00 CS
39 cs2603 20251022 2447.00 ... 2441.00 2442.00 CS
40 cs2605 20251022 2551.00 ... 2545.00 2548.00 CS
41 cs2607 20251022 2566.00 ... 2563.00 2565.00 CS
42 cs2609 20251022 2616.00 ... 2606.00 2608.00 CS
43 eb2510 20251022 0.00 ... 6217.00 6217.00 EB
44 eb2511 20251022 6480.00 ... 6484.00 6441.00 EB
45 eb2512 20251022 6502.00 ... 6511.00 6470.00 EB
46 eb2601 20251022 6535.00 ... 6561.00 6519.00 EB
47 eb2602 20251022 6585.00 ... 6616.00 6585.00 EB
48 eb2603 20251022 6669.00 ... 6684.00 6650.00 EB
49 eb2604 20251022 6730.00 ... 6765.00 6718.00 EB
50 eb2605 20251022 6784.00 ... 6826.00 6782.00 EB
51 eb2606 20251022 6823.00 ... 6820.00 6817.00 EB
52 eb2607 20251022 6909.00 ... 6920.00 6817.00 EB
53 eb2608 20251022 6925.00 ... 6938.00 6822.00 EB
54 eb2609 20251022 6919.00 ... 6914.00 6868.00 EB
55 eg2510 20251022 0.00 ... 4057.00 4057.00 EG
56 eg2511 20251022 4006.00 ... 4019.00 4001.00 EG
57 eg2512 20251022 3988.00 ... 4023.00 4000.00 EG
58 eg2601 20251022 4015.00 ... 4033.00 4003.00 EG
59 eg2602 20251022 4025.00 ... 4041.00 4015.00 EG
60 eg2603 20251022 4033.00 ... 4059.00 4028.00 EG
61 eg2604 20251022 4076.00 ... 4093.00 4093.00 EG
62 eg2605 20251022 4107.00 ... 4111.00 4085.00 EG
63 eg2606 20251022 4099.00 ... 4131.00 4103.00 EG
64 eg2607 20251022 4133.00 ... 4143.00 4114.00 EG
65 eg2608 20251022 4164.00 ... 4164.00 4119.00 EG
66 eg2609 20251022 4171.00 ... 4178.00 4140.00 EG
67 fb2510 20251022 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251022 1228.50 ... 1230.50 1236.50 FB
69 fb2512 20251022 1258.50 ... 1257.50 1259.00 FB
70 fb2601 20251022 1273.00 ... 1269.00 1267.50 FB
71 fb2602 20251022 1267.00 ... 1268.50 1266.50 FB
72 fb2603 20251022 1260.00 ... 1261.00 1261.00 FB
73 fb2604 20251022 0.00 ... 1260.50 1260.50 FB
74 fb2605 20251022 1268.50 ... 1268.50 1285.50 FB
75 fb2606 20251022 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251022 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251022 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251022 0.00 ... 1296.00 1296.00 FB
79 i2510 20251022 0.00 ... 809.00 806.00 I
80 i2511 20251022 792.00 ... 797.00 791.50 I
81 i2512 20251022 785.00 ... 787.00 782.00 I
82 i2601 20251022 772.50 ... 774.00 769.00 I
83 i2602 20251022 770.50 ... 772.00 767.50 I
84 i2603 20251022 767.00 ... 768.50 763.50 I
85 i2604 20251022 764.00 ... 763.50 758.50 I
86 i2605 20251022 752.00 ... 753.50 749.50 I
87 i2606 20251022 748.00 ... 748.50 745.50 I
88 i2607 20251022 743.00 ... 744.00 739.50 I
89 i2608 20251022 739.00 ... 739.50 735.50 I
90 i2609 20251022 730.50 ... 732.50 729.00 I
91 j2510 20251022 0.00 ... 1600.50 1600.00 J
92 j2511 20251022 1627.50 ... 1634.00 1626.00 J
93 j2512 20251022 1661.00 ... 1671.50 1662.50 J
94 j2601 20251022 1672.00 ... 1696.50 1691.50 J
95 j2602 20251022 1717.50 ... 1717.50 1732.50 J
96 j2603 20251022 1738.50 ... 1738.50 1738.50 J
97 j2604 20251022 1805.00 ... 1805.00 1816.50 J
98 j2605 20251022 1810.00 ... 1840.50 1837.50 J
99 j2606 20251022 1847.50 ... 1858.50 1881.50 J
100 j2607 20251022 0.00 ... 1881.00 1881.00 J
101 j2608 20251022 0.00 ... 1865.00 1865.00 J
102 j2609 20251022 1917.50 ... 1921.00 1917.50 J
103 jd2510 20251022 2780.00 ... 2780.00 2790.00 JD
104 jd2511 20251022 2820.00 ... 2806.00 2794.00 JD
105 jd2512 20251022 2962.00 ... 2932.00 2931.00 JD
106 jd2601 20251022 3169.00 ... 3157.00 3155.00 JD
107 jd2602 20251022 2950.00 ... 2940.00 2946.00 JD
108 jd2603 20251022 2955.00 ... 2947.00 2956.00 JD
109 jd2604 20251022 3142.00 ... 3138.00 3138.00 JD
110 jd2605 20251022 3349.00 ... 3336.00 3342.00 JD
111 jd2606 20251022 3241.00 ... 3222.00 3240.00 JD
112 jd2607 20251022 3487.00 ... 3460.00 3480.00 JD
113 jd2608 20251022 3956.00 ... 3931.00 3958.00 JD
114 jd2609 20251022 3828.00 ... 3796.00 3838.00 JD
115 jm2510 20251022 1065.50 ... 953.00 1055.50 JM
116 jm2511 20251022 1068.50 ... 1077.00 1071.50 JM
117 jm2512 20251022 1118.00 ... 1131.00 1125.50 JM
118 jm2601 20251022 1180.00 ... 1197.00 1192.50 JM
119 jm2602 20251022 1202.00 ... 1219.50 1214.50 JM
120 jm2603 20251022 1219.50 ... 1238.50 1231.00 JM
121 jm2604 20251022 1232.50 ... 1256.00 1248.50 JM
122 jm2605 20251022 1251.00 ... 1272.00 1265.00 JM
123 jm2606 20251022 1277.50 ... 1296.00 1282.00 JM
124 jm2607 20251022 1292.00 ... 1306.50 1298.50 JM
125 jm2608 20251022 1314.00 ... 1332.00 1322.50 JM
126 jm2609 20251022 1335.00 ... 1351.00 1338.00 JM
127 l2510 20251022 0.00 ... 6922.00 6848.00 L
128 l2511 20251022 6862.00 ... 6887.00 6851.00 L
129 l2512 20251022 6883.00 ... 6908.00 6865.00 L
130 l2601 20251022 6889.00 ... 6914.00 6869.00 L
131 l2602 20251022 6892.00 ... 6906.00 6867.00 L
132 l2603 20251022 6900.00 ... 6923.00 6874.00 L
133 l2604 20251022 6991.00 ... 6985.00 6902.00 L
134 l2605 20251022 6917.00 ... 6953.00 6911.00 L
135 l2606 20251022 6940.00 ... 6944.00 6904.00 L
136 l2607 20251022 6952.00 ... 6956.00 6932.00 L
137 l2608 20251022 6949.00 ... 6950.00 6947.00 L
138 l2609 20251022 6959.00 ... 6993.00 6946.00 L
139 lg2511 20251022 802.00 ... 792.50 803.00 LG
140 lg2601 20251022 839.50 ... 832.00 837.00 LG
141 lg2603 20251022 836.00 ... 834.50 834.00 LG
142 lg2605 20251022 836.00 ... 835.50 836.50 LG
143 lg2607 20251022 838.00 ... 837.00 837.50 LG
144 lg2609 20251022 837.00 ... 836.00 838.00 LG
145 lh2511 20251022 11575.00 ... 11440.00 11430.00 LH
146 lh2601 20251022 12230.00 ... 12205.00 12120.00 LH
147 lh2603 20251022 11650.00 ... 11580.00 11520.00 LH
148 lh2605 20251022 12090.00 ... 12100.00 12055.00 LH
149 lh2607 20251022 12800.00 ... 12835.00 12830.00 LH
150 lh2609 20251022 13675.00 ... 13650.00 13635.00 LH
151 m2511 20251022 2862.00 ... 2852.00 2878.00 M
152 m2512 20251022 2897.00 ... 2878.00 2905.00 M
153 m2601 20251022 2886.00 ... 2872.00 2897.00 M
154 m2603 20251022 2874.00 ... 2867.00 2885.00 M
155 m2605 20251022 2740.00 ... 2737.00 2744.00 M
156 m2607 20251022 2727.00 ... 2723.00 2728.00 M
157 m2608 20251022 2851.00 ... 2847.00 2853.00 M
158 m2609 20251022 2860.00 ... 2853.00 2860.00 M
159 p2510 20251022 0.00 ... 9402.00 9120.00 P
160 p2511 20251022 9190.00 ... 9138.00 9226.00 P
161 p2512 20251022 9220.00 ... 9166.00 9272.00 P
162 p2601 20251022 9286.00 ... 9224.00 9322.00 P
163 p2602 20251022 9270.00 ... 9236.00 9314.00 P
164 p2603 20251022 9286.00 ... 9254.00 9330.00 P
165 p2604 20251022 9278.00 ... 9246.00 9348.00 P
166 p2605 20251022 9254.00 ... 9196.00 9306.00 P
167 p2606 20251022 9176.00 ... 9136.00 9232.00 P
168 p2607 20251022 9084.00 ... 9050.00 9146.00 P
169 p2608 20251022 9008.00 ... 8998.00 9050.00 P
170 p2609 20251022 8988.00 ... 8958.00 9012.00 P
171 pg2510 20251022 0.00 ... 4339.00 4339.00 PG
172 pg2511 20251022 4251.00 ... 4281.00 4246.00 PG
173 pg2512 20251022 4108.00 ... 4130.00 4106.00 PG
174 pg2601 20251022 4006.00 ... 4011.00 3997.00 PG
175 pg2602 20251022 3917.00 ... 3913.00 3904.00 PG
176 pg2603 20251022 3808.00 ... 3800.00 3796.00 PG
177 pg2604 20251022 4137.00 ... 4128.00 4124.00 PG
178 pg2605 20251022 4058.00 ... 4054.00 4048.00 PG
179 pg2606 20251022 3980.00 ... 3987.00 3986.00 PG
180 pg2607 20251022 3931.00 ... 3927.00 3923.00 PG
181 pg2608 20251022 3869.00 ... 3867.00 3866.00 PG
182 pg2609 20251022 3801.00 ... 3806.00 3802.00 PG
183 pp2510 20251022 0.00 ... 6571.00 6455.00 PP
184 pp2511 20251022 6530.00 ... 6542.00 6507.00 PP
185 pp2512 20251022 6566.00 ... 6591.00 6553.00 PP
186 pp2601 20251022 6610.00 ... 6607.00 6572.00 PP
187 pp2602 20251022 6589.00 ... 6599.00 6570.00 PP
188 pp2603 20251022 6591.00 ... 6606.00 6572.00 PP
189 pp2604 20251022 6621.00 ... 6644.00 6600.00 PP
190 pp2605 20251022 6635.00 ... 6652.00 6619.00 PP
191 pp2606 20251022 6589.00 ... 6627.00 6599.00 PP
192 pp2607 20251022 6597.00 ... 6614.00 6597.00 PP
193 pp2608 20251022 6629.00 ... 6646.00 6625.00 PP
194 pp2609 20251022 6667.00 ... 6673.00 6647.00 PP
195 rr2510 20251022 0.00 ... 3617.00 3635.00 RR
196 rr2511 20251022 3618.00 ... 3616.00 3618.00 RR
197 rr2512 20251022 3605.00 ... 3591.00 3599.00 RR
198 rr2601 20251022 3626.00 ... 3619.00 3627.00 RR
199 rr2602 20251022 3611.00 ... 3601.00 3613.00 RR
200 rr2603 20251022 3609.00 ... 3607.00 3615.00 RR
201 rr2604 20251022 3623.00 ... 3615.00 3621.00 RR
202 rr2605 20251022 3611.00 ... 3610.00 3616.00 RR
203 rr2606 20251022 3605.00 ... 3602.00 3610.00 RR
204 rr2607 20251022 3603.00 ... 3602.00 3616.00 RR
205 rr2608 20251022 3589.00 ... 3598.00 3604.00 RR
206 rr2609 20251022 0.00 ... 3616.00 3616.00 RR
207 v2510 20251022 4590.00 ... 4588.00 4590.00 V
208 v2511 20251022 4630.00 ... 4621.00 4613.00 V
209 v2512 20251022 4668.00 ... 4664.00 4655.00 V
210 v2601 20251022 4695.00 ... 4706.00 4699.00 V
211 v2602 20251022 4743.00 ... 4755.00 4742.00 V
212 v2603 20251022 4762.00 ... 4784.00 4773.00 V
213 v2604 20251022 4954.00 ... 4977.00 4974.00 V
214 v2605 20251022 4990.00 ... 5011.00 5002.00 V
215 v2606 20251022 5032.00 ... 5043.00 5051.00 V
216 v2607 20251022 5068.00 ... 5086.00 5088.00 V
217 v2608 20251022 5098.00 ... 5120.00 5120.00 V
218 v2609 20251022 5122.00 ... 5147.00 5126.00 V
219 y2511 20251022 8252.00 ... 8214.00 8294.00 Y
220 y2512 20251022 8314.00 ... 8278.00 8348.00 Y
221 y2601 20251022 8294.00 ... 8246.00 8320.00 Y
222 y2603 20251022 8226.00 ... 8200.00 8276.00 Y
223 y2605 20251022 8126.00 ... 8076.00 8134.00 Y
224 y2607 20251022 8050.00 ... 8004.00 8076.00 Y
225 y2608 20251022 8026.00 ... 8008.00 8070.00 Y
226 y2609 20251022 8028.00 ... 7982.00 8028.00 Y
[227 rows x 12 columns]
2025-10-22 16:26:30,788 - future_1d - INFO - ak.get_dce_daily('2025-10-22') done
2025-10-22 16:26:32,586 - future_1d - INFO - save future_daily 2025-10-22 add
2025-10-22 16:26:32,593 - future_1d - INFO - 0 1 2 3 4
symbol PS2510 PS2511 PS2512 PS2601 PS2602
date 2025-10-22 2025-10-22 2025-10-22 2025-10-22 2025-10-22
opencol 0.0 50700.0 53005.0 53000.0 52885.0
high 0.0 50835.0 53185.0 53125.0 52885.0
low 0.0 49870.0 52235.0 52185.0 51860.0
close 50860.0 50310.0 52705.0 52615.0 52305.0
volume 3.0 100492.0 51603.0 81863.0 2117.0
open_interest 0.0 49016.0 78547.0 78509.0 4032.0
turnover 47.376 1514494.68 814337.403 1289911.2525 33120.171
settle 50860.0 50235.0 52600.0 52520.0 52145.0
pre_settle 51935.0 50590.0 52985.0 52915.0 52715.0
variety PS PS PS PS PS
exchange GFEX GFEX GFEX GFEX GFEX
comd ps ps ps ps ps
contract ps2510 ps2511 ps2512 ps2601 ps2602
contract_yymm 2510 2511 2512 2601 2602
maturity_month 0 1 2 3 4
maturity_day -21 10 40 71 102
=========================================================================
2025-10-22 18:25:17 Wed START TASK.01 future_1d future_daily
=========================================================================
2025-10-22 18:25:19,926 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 PS2510 20251014 0.0 ... 49980.0 48935.0 PS
1 PS2511 20251014 48695.0 ... 49205.0 48745.0 PS
2 PS2512 20251014 51205.0 ... 51630.0 51255.0 PS
3 PS2601 20251014 51000.0 ... 51570.0 51225.0 PS
4 PS2602 20251014 51015.0 ... 51585.0 50965.0 PS
5 PS2603 20251014 50795.0 ... 51545.0 51050.0 PS
6 PS2604 20251014 50610.0 ... 51450.0 50915.0 PS
7 PS2605 20251014 50800.0 ... 51340.0 50960.0 PS
8 PS2606 20251014 52750.0 ... 53195.0 53035.0 PS
9 PS2607 20251014 52870.0 ... 53105.0 52870.0 PS
10 PS2608 20251014 52200.0 ... 52925.0 52975.0 PS
11 PS2609 20251014 52075.0 ... 52655.0 52870.0 PS
13 SI2510 20251014 8695.0 ... 8555.0 8695.0 SI
14 SI2511 20251014 8715.0 ... 8580.0 8710.0 SI
15 SI2512 20251014 9120.0 ... 8970.0 9075.0 SI
16 SI2601 20251014 9060.0 ... 8905.0 9025.0 SI
17 SI2602 20251014 9065.0 ... 8915.0 9025.0 SI
18 SI2603 20251014 9030.0 ... 8980.0 9030.0 SI
19 SI2604 20251014 9030.0 ... 8900.0 9050.0 SI
20 SI2605 20251014 9075.0 ... 8925.0 9055.0 SI
21 SI2606 20251014 9050.0 ... 8930.0 9040.0 SI
22 SI2607 20251014 9035.0 ... 8940.0 9085.0 SI
23 SI2608 20251014 9080.0 ... 8960.0 9095.0 SI
24 SI2609 20251014 9030.0 ... 8980.0 9095.0 SI
27 LC2510 20251014 72040.0 ... 72720.0 72040.0 LC
28 LC2511 20251014 72600.0 ... 73160.0 72320.0 LC
29 LC2512 20251014 72240.0 ... 73220.0 72520.0 LC
30 LC2601 20251014 72600.0 ... 73160.0 72520.0 LC
31 LC2602 20251014 72200.0 ... 72960.0 72440.0 LC
32 LC2603 20251014 72260.0 ... 73080.0 72460.0 LC
33 LC2604 20251014 72960.0 ... 73680.0 72880.0 LC
34 LC2605 20251014 72800.0 ... 73660.0 72960.0 LC
35 LC2606 20251014 72920.0 ... 73600.0 72920.0 LC
36 LC2607 20251014 72980.0 ... 73560.0 72900.0 LC
37 LC2608 20251014 73640.0 ... 73720.0 73020.0 LC
38 LC2609 20251014 73780.0 ... 73800.0 73080.0 LC
[36 rows x 12 columns]
2025-10-22 18:25:20,203 - future_1d - INFO - ak.get_gfex_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 a2511 20251014 3959.00 ... 3957.00 3968.00 A
1 a2601 20251014 3967.00 ... 3969.00 3969.00 A
2 a2603 20251014 3965.00 ... 3972.00 3971.00 A
3 a2605 20251014 4009.00 ... 4011.00 4004.00 A
4 a2607 20251014 4010.00 ... 4012.00 4003.00 A
5 a2609 20251014 4011.00 ... 4011.00 4008.00 A
6 b2510 20251014 0.00 ... 3619.00 3619.00 B
7 b2511 20251014 3639.00 ... 3607.00 3628.00 B
8 b2512 20251014 3653.00 ... 3636.00 3656.00 B
9 b2601 20251014 3633.00 ... 3628.00 3651.00 B
10 b2602 20251014 3650.00 ... 3632.00 3656.00 B
11 b2603 20251014 3612.00 ... 3599.00 3617.00 B
12 b2604 20251014 3530.00 ... 3500.00 3537.00 B
13 b2605 20251014 3453.00 ... 3444.00 3459.00 B
14 b2606 20251014 3432.00 ... 3409.00 3436.00 B
15 b2607 20251014 3434.00 ... 3415.00 3434.00 B
16 b2608 20251014 3526.00 ... 3511.00 3529.00 B
17 b2609 20251014 3552.00 ... 3543.00 3548.00 B
18 bb2511 20251014 0.00 ... 144.65 144.65 BB
19 bb2601 20251014 146.75 ... 147.00 146.60 BB
20 bb2603 20251014 146.70 ... 147.25 146.50 BB
21 bb2605 20251014 147.75 ... 147.95 146.70 BB
22 bb2607 20251014 0.00 ... 152.85 151.60 BB
23 bb2609 20251014 0.00 ... 152.85 151.60 BB
24 bz2603 20251014 5670.00 ... 5624.00 5707.00 BZ
25 bz2604 20251014 5645.00 ... 5615.00 5691.00 BZ
26 bz2605 20251014 5645.00 ... 5634.00 5697.00 BZ
27 bz2606 20251014 0.00 ... 5672.00 5672.00 BZ
28 bz2607 20251014 0.00 ... 5685.00 5689.00 BZ
29 bz2608 20251014 5601.00 ... 5601.00 5646.00 BZ
30 bz2609 20251014 0.00 ... 5720.00 5803.00 BZ
31 c2511 20251014 2088.00 ... 2087.00 2107.00 C
32 c2601 20251014 2103.00 ... 2105.00 2114.00 C
33 c2603 20251014 2127.00 ... 2131.00 2130.00 C
34 c2605 20251014 2192.00 ... 2198.00 2197.00 C
35 c2607 20251014 2207.00 ... 2214.00 2211.00 C
36 c2609 20251014 2223.00 ... 2230.00 2227.00 C
37 cs2511 20251014 2400.00 ... 2393.00 2413.00 CS
38 cs2601 20251014 2396.00 ... 2402.00 2413.00 CS
39 cs2603 20251014 2415.00 ... 2421.00 2426.00 CS
40 cs2605 20251014 2513.00 ... 2517.00 2522.00 CS
41 cs2607 20251014 2520.00 ... 2530.00 2535.00 CS
42 cs2609 20251014 2565.00 ... 2571.00 2576.00 CS
43 eb2510 20251014 6589.00 ... 6559.00 6670.00 EB
44 eb2511 20251014 6688.00 ... 6608.00 6714.00 EB
45 eb2512 20251014 6682.00 ... 6627.00 6723.00 EB
46 eb2601 20251014 6730.00 ... 6668.00 6754.00 EB
47 eb2602 20251014 6763.00 ... 6714.00 6802.00 EB
48 eb2603 20251014 6807.00 ... 6760.00 6843.00 EB
49 eb2604 20251014 6830.00 ... 6821.00 6871.00 EB
50 eb2605 20251014 6859.00 ... 6845.00 6906.00 EB
51 eb2606 20251014 6897.00 ... 6873.00 6923.00 EB
52 eb2607 20251014 6898.00 ... 6872.00 6918.00 EB
53 eb2608 20251014 6862.00 ... 6895.00 6943.00 EB
54 eb2609 20251014 6856.00 ... 6888.00 6964.00 EB
55 eg2510 20251014 4102.00 ... 4094.00 4156.00 EG
56 eg2511 20251014 4113.00 ... 4087.00 4129.00 EG
57 eg2512 20251014 4112.00 ... 4067.00 4112.00 EG
58 eg2601 20251014 4111.00 ... 4072.00 4112.00 EG
59 eg2602 20251014 4076.00 ... 4077.00 4126.00 EG
60 eg2603 20251014 4084.00 ... 4079.00 4140.00 EG
61 eg2604 20251014 4166.00 ... 4146.00 4181.00 EG
62 eg2605 20251014 4182.00 ... 4161.00 4197.00 EG
63 eg2606 20251014 4160.00 ... 4163.00 4211.00 EG
64 eg2607 20251014 4177.00 ... 4175.00 4193.00 EG
65 eg2608 20251014 4193.00 ... 4185.00 4200.00 EG
66 eg2609 20251014 4204.00 ... 4199.00 4267.00 EG
67 fb2510 20251014 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251014 1259.00 ... 1257.50 1262.00 FB
69 fb2512 20251014 1264.00 ... 1261.00 1263.50 FB
70 fb2601 20251014 1272.00 ... 1271.00 1269.00 FB
71 fb2602 20251014 1287.00 ... 1273.50 1271.50 FB
72 fb2603 20251014 1287.00 ... 1266.00 1261.50 FB
73 fb2604 20251014 1270.50 ... 1271.00 1269.00 FB
74 fb2605 20251014 1273.00 ... 1273.00 1273.00 FB
75 fb2606 20251014 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251014 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251014 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251014 0.00 ... 1296.00 1296.00 FB
79 i2510 20251014 810.00 ... 808.50 813.50 I
80 i2511 20251014 822.50 ... 805.00 814.00 I
81 i2512 20251014 817.00 ... 797.50 808.50 I
82 i2601 20251014 806.50 ... 788.00 798.50 I
83 i2602 20251014 802.50 ... 781.50 795.00 I
84 i2603 20251014 797.00 ... 779.50 788.00 I
85 i2604 20251014 792.00 ... 773.50 784.50 I
86 i2605 20251014 784.50 ... 765.00 776.00 I
87 i2606 20251014 778.00 ... 762.00 770.00 I
88 i2607 20251014 773.00 ... 757.50 766.00 I
89 i2608 20251014 768.00 ... 753.00 761.00 I
90 i2609 20251014 759.00 ... 747.00 755.50 I
91 j2510 20251014 0.00 ... 1600.00 1600.00 J
92 j2511 20251014 1598.00 ... 1586.00 1586.50 J
93 j2512 20251014 1627.00 ... 1608.00 1617.00 J
94 j2601 20251014 1650.00 ... 1636.50 1648.50 J
95 j2602 20251014 1653.00 ... 1653.00 1679.00 J
96 j2603 20251014 1676.50 ... 1676.50 1705.50 J
97 j2604 20251014 0.00 ... 1773.50 1773.50 J
98 j2605 20251014 1802.50 ... 1781.00 1797.00 J
99 j2606 20251014 1823.50 ... 1814.00 1823.50 J
100 j2607 20251014 0.00 ... 1833.50 1833.50 J
101 j2608 20251014 0.00 ... 1865.00 1865.00 J
102 j2609 20251014 1886.00 ... 1866.50 1879.50 J
103 jd2510 20251014 2664.00 ... 2685.00 2552.00 JD
104 jd2511 20251014 2830.00 ... 2847.00 2804.00 JD
105 jd2512 20251014 3005.00 ... 3028.00 2965.00 JD
106 jd2601 20251014 3210.00 ... 3232.00 3183.00 JD
107 jd2602 20251014 3038.00 ... 3044.00 3020.00 JD
108 jd2603 20251014 3067.00 ... 3060.00 3059.00 JD
109 jd2604 20251014 3191.00 ... 3168.00 3187.00 JD
110 jd2605 20251014 3375.00 ... 3345.00 3372.00 JD
111 jd2606 20251014 3260.00 ... 3235.00 3257.00 JD
112 jd2607 20251014 3510.00 ... 3479.00 3504.00 JD
113 jd2608 20251014 3977.00 ... 3966.00 3978.00 JD
114 jd2609 20251014 3873.00 ... 3866.00 3870.00 JD
115 jm2510 20251014 996.00 ... 951.00 924.00 JM
116 jm2511 20251014 1011.00 ... 1009.00 1001.50 JM
117 jm2512 20251014 1077.00 ... 1072.50 1071.00 JM
118 jm2601 20251014 1150.00 ... 1139.50 1145.00 JM
119 jm2602 20251014 1180.50 ... 1167.50 1176.50 JM
120 jm2603 20251014 1202.50 ... 1185.50 1198.50 JM
121 jm2604 20251014 1224.00 ... 1207.00 1221.00 JM
122 jm2605 20251014 1245.00 ... 1223.00 1240.50 JM
123 jm2606 20251014 1267.50 ... 1247.00 1255.00 JM
124 jm2607 20251014 1293.50 ... 1260.50 1281.00 JM
125 jm2608 20251014 1305.00 ... 1279.00 1304.50 JM
126 jm2609 20251014 1330.50 ... 1309.00 1327.00 JM
127 l2510 20251014 6901.00 ... 6856.00 6948.00 L
128 l2511 20251014 6957.00 ... 6922.00 6989.00 L
129 l2512 20251014 6973.00 ... 6928.00 6999.00 L
130 l2601 20251014 6996.00 ... 6936.00 7005.00 L
131 l2602 20251014 6977.00 ... 6924.00 7001.00 L
132 l2603 20251014 6992.00 ... 6944.00 7013.00 L
133 l2604 20251014 7011.00 ... 6984.00 7059.00 L
134 l2605 20251014 7039.00 ... 6975.00 7039.00 L
135 l2606 20251014 6964.00 ... 6953.00 7047.00 L
136 l2607 20251014 7031.00 ... 7007.00 7065.00 L
137 l2608 20251014 7049.00 ... 7015.00 7079.00 L
138 l2609 20251014 7060.00 ... 7018.00 7083.00 L
139 lg2511 20251014 800.00 ... 791.00 808.00 LG
140 lg2601 20251014 825.00 ... 820.00 823.00 LG
141 lg2603 20251014 829.50 ... 827.50 829.00 LG
142 lg2605 20251014 830.00 ... 828.50 830.00 LG
143 lg2607 20251014 832.00 ... 830.00 831.50 LG
144 lg2609 20251014 831.00 ... 831.50 832.00 LG
145 lh2511 20251014 11200.00 ... 11355.00 11225.00 LH
146 lh2601 20251014 12160.00 ... 12335.00 12150.00 LH
147 lh2603 20251014 11725.00 ... 11825.00 11835.00 LH
148 lh2605 20251014 12365.00 ... 12445.00 12440.00 LH
149 lh2607 20251014 13220.00 ... 13250.00 13220.00 LH
150 lh2609 20251014 13885.00 ... 13945.00 13880.00 LH
151 m2511 20251014 2926.00 ... 2896.00 2918.00 M
152 m2512 20251014 2956.00 ... 2936.00 2954.00 M
153 m2601 20251014 2936.00 ... 2912.00 2936.00 M
154 m2603 20251014 2912.00 ... 2890.00 2911.00 M
155 m2605 20251014 2747.00 ... 2736.00 2751.00 M
156 m2607 20251014 2734.00 ... 2719.00 2736.00 M
157 m2608 20251014 2854.00 ... 2841.00 2858.00 M
158 m2609 20251014 2858.00 ... 2846.00 2861.00 M
159 p2510 20251014 9198.00 ... 9184.00 9214.00 P
160 p2511 20251014 9270.00 ... 9266.00 9274.00 P
161 p2512 20251014 9308.00 ... 9314.00 9326.00 P
162 p2601 20251014 9364.00 ... 9366.00 9376.00 P
163 p2602 20251014 9368.00 ... 9358.00 9358.00 P
164 p2603 20251014 9338.00 ... 9332.00 9352.00 P
165 p2604 20251014 9336.00 ... 9312.00 9298.00 P
166 p2605 20251014 9232.00 ... 9238.00 9218.00 P
167 p2606 20251014 9146.00 ... 9108.00 9120.00 P
168 p2607 20251014 9052.00 ... 9012.00 9012.00 P
169 p2608 20251014 8976.00 ... 8956.00 8958.00 P
170 p2609 20251014 8874.00 ... 8884.00 8866.00 P
171 pg2510 20251014 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251014 4072.00 ... 4118.00 4069.00 PG
173 pg2512 20251014 3965.00 ... 3981.00 3978.00 PG
174 pg2601 20251014 3895.00 ... 3904.00 3909.00 PG
175 pg2602 20251014 3827.00 ... 3835.00 3848.00 PG
176 pg2603 20251014 3756.00 ... 3762.00 3781.00 PG
177 pg2604 20251014 4159.00 ... 4147.00 4166.00 PG
178 pg2605 20251014 4081.00 ... 4076.00 4093.00 PG
179 pg2606 20251014 4017.00 ... 4017.00 4047.00 PG
180 pg2607 20251014 3973.00 ... 3974.00 3984.00 PG
181 pg2608 20251014 3918.00 ... 3917.00 3930.00 PG
182 pg2609 20251014 3855.00 ... 3859.00 3876.00 PG
183 pp2510 20251014 6576.00 ... 6536.00 6611.00 PP
184 pp2511 20251014 6635.00 ... 6551.00 6639.00 PP
185 pp2512 20251014 6642.00 ... 6593.00 6679.00 PP
186 pp2601 20251014 6679.00 ... 6628.00 6708.00 PP
187 pp2602 20251014 6671.00 ... 6620.00 6704.00 PP
188 pp2603 20251014 6662.00 ... 6624.00 6705.00 PP
189 pp2604 20251014 6707.00 ... 6647.00 6738.00 PP
190 pp2605 20251014 6755.00 ... 6683.00 6763.00 PP
191 pp2606 20251014 6690.00 ... 6644.00 6733.00 PP
192 pp2607 20251014 6674.00 ... 6647.00 6694.00 PP
193 pp2608 20251014 6698.00 ... 6670.00 6709.00 PP
194 pp2609 20251014 6729.00 ... 6695.00 6754.00 PP
195 rr2510 20251014 3620.00 ... 3620.00 3604.00 RR
196 rr2511 20251014 3610.00 ... 3615.00 3619.00 RR
197 rr2512 20251014 3610.00 ... 3608.00 3611.00 RR
198 rr2601 20251014 3624.00 ... 3625.00 3642.00 RR
199 rr2602 20251014 3611.00 ... 3613.00 3628.00 RR
200 rr2603 20251014 3611.00 ... 3614.00 3621.00 RR
201 rr2604 20251014 3620.00 ... 3617.00 3622.00 RR
202 rr2605 20251014 3612.00 ... 3612.00 3618.00 RR
203 rr2606 20251014 3602.00 ... 3602.00 3615.00 RR
204 rr2607 20251014 0.00 ... 3624.00 3636.00 RR
205 rr2608 20251014 3596.00 ... 3589.00 3595.00 RR
206 rr2609 20251014 3623.00 ... 3612.00 3636.00 RR
207 v2510 20251014 4607.00 ... 4567.00 4606.00 V
208 v2511 20251014 4620.00 ... 4596.00 4636.00 V
209 v2512 20251014 4674.00 ... 4641.00 4675.00 V
210 v2601 20251014 4717.00 ... 4684.00 4720.00 V
211 v2602 20251014 4753.00 ... 4727.00 4758.00 V
212 v2603 20251014 4790.00 ... 4754.00 4792.00 V
213 v2604 20251014 4990.00 ... 4957.00 5000.00 V
214 v2605 20251014 5043.00 ... 4998.00 5037.00 V
215 v2606 20251014 5055.00 ... 5029.00 5070.00 V
216 v2607 20251014 5091.00 ... 5072.00 5108.00 V
217 v2608 20251014 5113.00 ... 5103.00 5148.00 V
218 v2609 20251014 5162.00 ... 5137.00 5176.00 V
219 y2511 20251014 8284.00 ... 8272.00 8284.00 Y
220 y2512 20251014 8306.00 ... 8306.00 8322.00 Y
221 y2601 20251014 8280.00 ... 8270.00 8282.00 Y
222 y2603 20251014 8234.00 ... 8206.00 8214.00 Y
223 y2605 20251014 8036.00 ... 8040.00 8030.00 Y
224 y2607 20251014 7982.00 ... 7980.00 7974.00 Y
225 y2608 20251014 7990.00 ... 7966.00 7968.00 Y
226 y2609 20251014 7948.00 ... 7924.00 7940.00 Y
[227 rows x 12 columns]
2025-10-22 18:25:20,824 - future_1d - INFO - ak.get_dce_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251014 9150.0 9980.0 ... 332.10 9225.0 9170.0 AP
1 AP511 20251014 8700.0 8747.0 ... 10991.58 8675.0 8697.0 AP
2 AP512 20251014 8676.0 8694.0 ... 3715.81 8641.0 8644.0 AP
3 AP601 20251014 8640.0 8705.0 ... 632953.82 8660.0 8665.0 AP
4 AP603 20251014 8578.0 8601.0 ... 1662.46 8569.0 8556.0 AP
5 AP604 20251014 8586.0 8622.0 ... 945.21 8593.0 8586.0 AP
6 AP605 20251014 8612.0 8698.0 ... 37848.44 8657.0 8651.0 AP
7 CF511 20251014 13350.0 13365.0 ... 77321.90 13310.0 13330.0 CF
8 CF601 20251014 13315.0 13315.0 ... 1219748.31 13255.0 13285.0 CF
9 CF603 20251014 13320.0 13340.0 ... 133064.14 13270.0 13300.0 CF
10 CF605 20251014 13360.0 13370.0 ... 277016.43 13315.0 13325.0 CF
11 CF607 20251014 13355.0 13360.0 ... 899.95 13335.0 13340.0 CF
12 CF609 20251014 13525.0 13530.0 ... 3001.69 13490.0 13510.0 CF
13 CJ512 20251014 11030.0 11085.0 ... 7333.84 10980.0 11065.0 CJ
14 CJ601 20251014 11150.0 11185.0 ... 756986.99 11100.0 11150.0 CJ
15 CJ603 20251014 11080.0 11135.0 ... 9401.39 11060.0 11100.0 CJ
16 CJ605 20251014 11230.0 11270.0 ... 113635.99 11185.0 11220.0 CJ
17 CJ607 20251014 11275.0 11340.0 ... 1419.14 11265.0 11290.0 CJ
18 CJ609 20251014 11405.0 11460.0 ... 1594.31 11390.0 11405.0 CJ
19 CY510 20251014 0.0 0.0 ... 0.00 19410.0 19455.0 CY
20 CY511 20251014 19680.0 19720.0 ... 3687.06 19665.0 19720.0 CY
21 CY512 20251014 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251014 19395.0 19395.0 ... 103148.13 19310.0 19355.0 CY
23 CY602 20251014 0.0 0.0 ... 0.00 19455.0 19595.0 CY
24 CY603 20251014 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251014 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251014 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251014 0.0 0.0 ... 0.00 19795.0 19845.0 CY
29 CY608 20251014 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251014 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251014 1024.0 1024.0 ... 2.05 1024.0 1086.0 FG
32 FG511 20251014 1079.0 1079.0 ... 84038.06 1051.0 1085.0 FG
33 FG512 20251014 1186.0 1188.0 ... 79998.03 1155.0 1186.0 FG
34 FG601 20251014 1180.0 1180.0 ... 4594440.33 1149.0 1178.0 FG
35 FG602 20251014 1251.0 1251.0 ... 41054.25 1210.0 1240.0 FG
36 FG603 20251014 1255.0 1255.0 ... 75206.53 1214.0 1244.0 FG
37 FG604 20251014 1292.0 1316.0 ... 1161.13 1284.0 1312.0 FG
38 FG605 20251014 1312.0 1314.0 ... 198953.56 1283.0 1310.0 FG
39 FG606 20251014 1346.0 1348.0 ... 1538.46 1322.0 1344.0 FG
40 FG607 20251014 1339.0 1344.0 ... 2753.79 1311.0 1338.0 FG
41 FG608 20251014 1389.0 1391.0 ... 2498.67 1367.0 1389.0 FG
42 FG609 20251014 1391.0 1394.0 ... 10955.76 1366.0 1390.0 FG
43 JR511 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251014 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251014 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251014 2260.0 2260.0 ... 363.72 2245.0 2216.0 MA
52 MA511 20251014 2306.0 2316.0 ... 46598.57 2275.0 2288.0 MA
53 MA512 20251014 2327.0 2332.0 ... 112225.14 2276.0 2319.0 MA
54 MA601 20251014 2345.0 2345.0 ... 2842382.13 2297.0 2335.0 MA
55 MA602 20251014 2365.0 2365.0 ... 68774.50 2318.0 2364.0 MA
56 MA603 20251014 2375.0 2378.0 ... 148506.72 2325.0 2380.0 MA
57 MA604 20251014 2361.0 2365.0 ... 156.68 2338.0 2381.0 MA
58 MA605 20251014 2354.0 2356.0 ... 384339.96 2319.0 2361.0 MA
59 MA606 20251014 2363.0 2363.0 ... 60.56 2329.0 2368.0 MA
60 MA607 20251014 2330.0 2330.0 ... 253.81 2287.0 2347.0 MA
61 MA608 20251014 2316.0 2318.0 ... 48.09 2290.0 2338.0 MA
62 MA609 20251014 2317.0 2317.0 ... 5833.98 2277.0 2319.0 MA
63 OI511 20251014 10165.0 10186.0 ... 91439.15 10140.0 10149.0 OI
64 OI601 20251014 10012.0 10030.0 ... 2220839.75 9983.0 9987.0 OI
65 OI603 20251014 9846.0 9851.0 ... 242647.09 9764.0 9818.0 OI
66 OI605 20251014 9572.0 9594.0 ... 210805.72 9498.0 9549.0 OI
67 OI607 20251014 9526.0 9526.0 ... 1386.72 9433.0 9489.0 OI
68 OI609 20251014 9439.0 9456.0 ... 929.00 9384.0 9437.0 OI
69 PF510 20251014 6136.0 6136.0 ... 143.72 6116.0 6160.0 PF
70 PF511 20251014 6160.0 6180.0 ... 167643.67 6126.0 6184.0 PF
71 PF512 20251014 6120.0 6134.0 ... 839258.23 6076.0 6136.0 PF
72 PF601 20251014 6176.0 6176.0 ... 138491.86 6110.0 6180.0 PF
73 PF602 20251014 6128.0 6132.0 ... 385324.06 6086.0 6146.0 PF
74 PF603 20251014 6116.0 6116.0 ... 101201.48 6076.0 6126.0 PF
75 PF604 20251014 6182.0 6182.0 ... 107.57 6148.0 6208.0 PF
76 PF605 20251014 6172.0 6178.0 ... 289.00 6150.0 6208.0 PF
77 PF606 20251014 6154.0 6154.0 ... 15.34 6138.0 6214.0 PF
78 PF607 20251014 6178.0 6206.0 ... 21.62 6178.0 6238.0 PF
79 PF608 20251014 6192.0 6214.0 ... 6.20 6204.0 6268.0 PF
80 PF609 20251014 6204.0 6220.0 ... 24.81 6204.0 6274.0 PF
81 PK510 20251014 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251014 7912.0 7934.0 ... 297014.58 7872.0 7866.0 PK
83 PK512 20251014 7944.0 8008.0 ... 371955.80 7924.0 7874.0 PK
84 PK601 20251014 8010.0 8090.0 ... 674432.00 8016.0 7934.0 PK
85 PK603 20251014 8080.0 8152.0 ... 336570.97 8034.0 7994.0 PK
86 PK604 20251014 8090.0 8150.0 ... 3289.93 8044.0 8018.0 PK
87 PK605 20251014 8108.0 8184.0 ... 57742.42 8070.0 8044.0 PK
88 PL601 20251014 6188.0 6188.0 ... 98894.35 6109.0 6190.0 PL
89 PL602 20251014 6167.0 6195.0 ... 27545.22 6151.0 6228.0 PL
90 PL603 20251014 6169.0 6191.0 ... 33307.96 6152.0 6221.0 PL
91 PL604 20251014 0.0 0.0 ... 0.00 6132.0 6239.0 PL
92 PL605 20251014 6156.0 6156.0 ... 195.81 6119.0 6197.0 PL
93 PL606 20251014 6153.0 6160.0 ... 36.85 6142.0 6183.0 PL
94 PL607 20251014 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251014 0.0 0.0 ... 0.00 6280.0 6415.0 PL
96 PL609 20251014 0.0 0.0 ... 0.00 6239.0 6331.0 PL
97 PM511 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251014 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251014 5678.0 5680.0 ... 476.99 5678.0 5710.0 PR
104 PR511 20251014 5650.0 5656.0 ... 32272.78 5612.0 5674.0 PR
105 PR512 20251014 5646.0 5650.0 ... 247538.80 5600.0 5650.0 PR
106 PR601 20251014 5618.0 5622.0 ... 226644.97 5572.0 5628.0 PR
107 PR602 20251014 5662.0 5662.0 ... 61520.77 5608.0 5666.0 PR
108 PR603 20251014 5656.0 5674.0 ... 320.84 5630.0 5682.0 PR
109 PR604 20251014 5674.0 5694.0 ... 135.66 5654.0 5706.0 PR
110 PR605 20251014 5696.0 5696.0 ... 76.67 5680.0 5730.0 PR
111 PR606 20251014 5696.0 5696.0 ... 8.54 5696.0 5774.0 PR
112 PR607 20251014 5730.0 5730.0 ... 25.72 5716.0 5756.0 PR
113 PR608 20251014 5716.0 5724.0 ... 25.75 5722.0 5770.0 PR
114 PR609 20251014 5718.0 5718.0 ... 17.15 5718.0 5768.0 PR
115 PX510 20251014 0.0 0.0 ... 6458.00 6332.0 6402.0 PX
116 PX511 20251014 6448.0 6482.0 ... 238441.56 6416.0 6464.0 PX
117 PX512 20251014 6424.0 6452.0 ... 159238.50 6386.0 6444.0 PX
118 PX601 20251014 6412.0 6440.0 ... 519846.55 6370.0 6440.0 PX
119 PX602 20251014 6436.0 6446.0 ... 183048.02 6374.0 6454.0 PX
120 PX603 20251014 6436.0 6438.0 ... 131718.97 6378.0 6450.0 PX
121 PX604 20251014 6470.0 6470.0 ... 25.77 6444.0 6468.0 PX
122 PX605 20251014 6472.0 6472.0 ... 3579.37 6416.0 6472.0 PX
123 PX606 20251014 0.0 0.0 ... 0.00 6400.0 6480.0 PX
124 PX607 20251014 0.0 0.0 ... 0.00 6412.0 6498.0 PX
125 PX608 20251014 0.0 0.0 ... 0.00 6424.0 6506.0 PX
126 PX609 20251014 6462.0 6462.0 ... 16.06 6424.0 6482.0 PX
127 RI511 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251014 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251014 2397.0 2440.0 ... 20567.30 2404.0 2414.0 RM
134 RM601 20251014 2390.0 2407.0 ... 650501.43 2369.0 2398.0 RM
135 RM603 20251014 2318.0 2326.0 ... 8717.98 2305.0 2328.0 RM
136 RM605 20251014 2315.0 2318.0 ... 194239.80 2299.0 2323.0 RM
137 RM607 20251014 2306.0 2308.0 ... 17984.60 2294.0 2313.0 RM
138 RM608 20251014 2411.0 2411.0 ... 1155.72 2398.0 2419.0 RM
139 RM609 20251014 2402.0 2405.0 ... 4071.81 2388.0 2408.0 RM
140 RS511 20251014 5430.0 5430.0 ... 199.24 5243.0 5399.0 RS
141 RS607 20251014 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251014 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251014 5468.0 5468.0 ... 10.92 5460.0 5463.0 RS
144 SA510 20251014 1154.0 1154.0 ... 688.07 1147.0 1156.0 SA
145 SA511 20251014 1173.0 1173.0 ... 68184.11 1161.0 1175.0 SA
146 SA512 20251014 1234.0 1236.0 ... 209611.55 1218.0 1233.0 SA
147 SA601 20251014 1247.0 1249.0 ... 2996684.46 1229.0 1243.0 SA
148 SA602 20251014 1282.0 1284.0 ... 93718.97 1266.0 1281.0 SA
149 SA603 20251014 1289.0 1291.0 ... 240648.99 1272.0 1287.0 SA
150 SA604 20251014 1330.0 1330.0 ... 3130.28 1312.0 1331.0 SA
151 SA605 20251014 1341.0 1341.0 ... 162486.80 1317.0 1333.0 SA
152 SA606 20251014 1353.0 1357.0 ... 813.38 1338.0 1354.0 SA
153 SA607 20251014 1357.0 1359.0 ... 2389.82 1349.0 1357.0 SA
154 SA608 20251014 1396.0 1399.0 ... 707.90 1383.0 1397.0 SA
155 SA609 20251014 1404.0 1407.0 ... 6429.53 1388.0 1403.0 SA
156 SF510 20251014 5250.0 5250.0 ... 104.57 5230.0 5248.0 SF
157 SF511 20251014 5402.0 5418.0 ... 249544.20 5378.0 5402.0 SF
158 SF512 20251014 5364.0 5386.0 ... 112568.78 5334.0 5370.0 SF
159 SF601 20251014 5360.0 5374.0 ... 233507.72 5334.0 5362.0 SF
160 SF602 20251014 5304.0 5322.0 ... 54383.32 5276.0 5320.0 SF
161 SF603 20251014 5494.0 5496.0 ... 108589.86 5450.0 5504.0 SF
162 SF604 20251014 5458.0 5458.0 ... 13.59 5436.0 5482.0 SF
163 SF605 20251014 5472.0 5480.0 ... 2195.07 5440.0 5478.0 SF
164 SF606 20251014 5400.0 5416.0 ... 143.13 5402.0 5444.0 SF
165 SF607 20251014 5578.0 5580.0 ... 36.22 5572.0 5614.0 SF
166 SF608 20251014 5574.0 5584.0 ... 13.94 5576.0 5628.0 SF
167 SF609 20251014 5568.0 5568.0 ... 33.33 5556.0 5604.0 SF
168 SH510 20251014 0.0 0.0 ... 0.00 2395.0 2418.0 SH
169 SH511 20251014 2424.0 2425.0 ... 161956.37 2405.0 2408.0 SH
170 SH512 20251014 2479.0 2479.0 ... 195681.95 2446.0 2463.0 SH
171 SH601 20251014 2465.0 2465.0 ... 2397631.54 2429.0 2452.0 SH
172 SH602 20251014 2494.0 2503.0 ... 331200.30 2467.0 2488.0 SH
173 SH603 20251014 2501.0 2515.0 ... 316187.63 2473.0 2497.0 SH
174 SH604 20251014 2550.0 2550.0 ... 1273.74 2527.0 2538.0 SH
175 SH605 20251014 2560.0 2563.0 ... 18318.87 2534.0 2549.0 SH
176 SH606 20251014 2578.0 2581.0 ... 848.15 2570.0 2569.0 SH
177 SH607 20251014 2577.0 2584.0 ... 517.68 2576.0 2568.0 SH
178 SH608 20251014 2590.0 2619.0 ... 436.99 2601.0 2588.0 SH
179 SH609 20251014 2602.0 2608.0 ... 490.91 2597.0 2597.0 SH
180 SM510 20251014 5608.0 5626.0 ... 668.00 5614.0 5628.0 SM
181 SM511 20251014 5732.0 5744.0 ... 25133.11 5720.0 5736.0 SM
182 SM512 20251014 5738.0 5750.0 ... 167605.64 5720.0 5742.0 SM
183 SM601 20251014 5750.0 5754.0 ... 383388.98 5728.0 5746.0 SM
184 SM602 20251014 5748.0 5760.0 ... 42325.65 5734.0 5754.0 SM
185 SM603 20251014 5750.0 5774.0 ... 200233.49 5742.0 5766.0 SM
186 SM604 20251014 0.0 0.0 ... 0.00 5768.0 5768.0 SM
187 SM605 20251014 5778.0 5782.0 ... 21406.93 5758.0 5770.0 SM
188 SM606 20251014 5766.0 5768.0 ... 31.67 5760.0 5784.0 SM
189 SM607 20251014 5780.0 5788.0 ... 17.33 5778.0 5796.0 SM
190 SM608 20251014 5790.0 5800.0 ... 17.37 5792.0 5822.0 SM
191 SM609 20251014 5804.0 5804.0 ... 1330.82 5800.0 5806.0 SM
192 SR511 20251014 5469.0 5469.0 ... 22885.62 5442.0 5515.0 SR
193 SR601 20251014 5430.0 5432.0 ... 1775983.16 5400.0 5474.0 SR
194 SR603 20251014 5420.0 5420.0 ... 199888.73 5384.0 5461.0 SR
195 SR605 20251014 5410.0 5410.0 ... 192474.80 5374.0 5444.0 SR
196 SR607 20251014 5412.0 5417.0 ... 8152.31 5385.0 5446.0 SR
197 SR609 20251014 5424.0 5425.0 ... 8327.11 5393.0 5452.0 SR
198 TA510 20251014 4454.0 4456.0 ... 12681.93 4420.0 4470.0 TA
199 TA511 20251014 4470.0 4486.0 ... 155508.23 4432.0 4486.0 TA
200 TA512 20251014 4472.0 4490.0 ... 250204.77 4454.0 4500.0 TA
201 TA601 20251014 4504.0 4506.0 ... 1536053.60 4464.0 4512.0 TA
202 TA602 20251014 4516.0 4518.0 ... 248809.03 4486.0 4524.0 TA
203 TA603 20251014 4526.0 4528.0 ... 89055.07 4496.0 4536.0 TA
204 TA604 20251014 4536.0 4544.0 ... 33.98 4532.0 4554.0 TA
205 TA605 20251014 4560.0 4562.0 ... 102617.67 4522.0 4560.0 TA
206 TA606 20251014 4510.0 4510.0 ... 2.26 4510.0 4574.0 TA
207 TA607 20251014 4572.0 4572.0 ... 6.83 4550.0 4588.0 TA
208 TA608 20251014 4586.0 4586.0 ... 11.39 4558.0 4598.0 TA
209 TA609 20251014 4590.0 4592.0 ... 2278.42 4552.0 4590.0 TA
210 UR510 20251014 1511.0 1513.0 ... 547.43 1504.0 1505.0 UR
211 UR511 20251014 1582.0 1592.0 ... 19945.01 1578.0 1582.0 UR
212 UR512 20251014 1593.0 1603.0 ... 28663.04 1587.0 1594.0 UR
213 UR601 20251014 1606.0 1616.0 ... 452004.36 1602.0 1605.0 UR
214 UR602 20251014 1613.0 1622.0 ... 20540.45 1607.0 1616.0 UR
215 UR603 20251014 1670.0 1670.0 ... 199.27 1661.0 1665.0 UR
216 UR604 20251014 1675.0 1675.0 ... 6.67 1669.0 1672.0 UR
217 UR605 20251014 1675.0 1683.0 ... 34023.43 1672.0 1673.0 UR
218 UR606 20251014 1687.0 1687.0 ... 204.48 1676.0 1677.0 UR
219 UR607 20251014 1716.0 1716.0 ... 20.52 1710.0 1712.0 UR
220 UR608 20251014 1713.0 1713.0 ... 27.31 1707.0 1709.0 UR
221 UR609 20251014 1711.0 1711.0 ... 456.97 1705.0 1707.0 UR
222 WH511 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251014 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251014 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:25:21,107 - future_1d - INFO - ak.get_czce_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 IC2510 20251014 7410.000 ... 7159.800 7342.600 IC
1 IC2511 20251014 7331.400 ... 7072.000 7267.400 IC
2 IC2512 20251014 7252.000 ... 7018.600 7221.400 IC
3 IC2603 20251014 7110.000 ... 6857.000 7055.200 IC
4 IF2510 20251014 4603.000 ... 4531.000 4580.400 IF
5 IF2511 20251014 4600.000 ... 4513.400 4569.800 IF
6 IF2512 20251014 4588.600 ... 4499.200 4559.400 IF
7 IF2603 20251014 4570.000 ... 4477.200 4539.400 IF
8 IH2510 20251014 2979.000 ... 2958.400 2964.200 IH
9 IH2511 20251014 2985.000 ... 2952.200 2961.000 IH
10 IH2512 20251014 2972.200 ... 2953.000 2961.200 IH
11 IH2603 20251014 2980.000 ... 2953.800 2962.000 IH
12 IM2510 20251014 7506.000 ... 7338.200 7473.000 IM
13 IM2511 20251014 7436.600 ... 7234.400 7381.400 IM
14 IM2512 20251014 7360.000 ... 7148.600 7303.800 IM
15 IM2603 20251014 7120.000 ... 6926.000 7076.600 IM
16 T2512 20251014 107.975 ... 108.190 108.050 T
17 T2603 20251014 107.630 ... 107.880 107.720 T
18 T2606 20251014 107.505 ... 107.795 107.625 T
19 TF2512 20251014 105.630 ... 105.765 105.665 TF
20 TF2603 20251014 105.525 ... 105.650 105.560 TF
21 TF2606 20251014 105.555 ... 105.650 105.570 TF
22 TL2512 20251014 114.050 ... 114.740 114.370 TL
23 TL2603 20251014 113.700 ... 114.420 114.030 TL
24 TL2606 20251014 113.600 ... 114.360 113.990 TL
25 TS2512 20251014 102.354 ... 102.386 102.366 TS
26 TS2603 20251014 102.260 ... 102.292 102.270 TS
27 TS2606 20251014 102.298 ... 102.334 102.332 TS
[28 rows x 12 columns]
2025-10-22 18:25:21,350 - future_1d - INFO - ak.get_cffex_daily('2025-10-14') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251014 451.1 455.2 ... 3443966.95 451.8 451.5 SC
1 SC2512 20251014 451.7 456.1 ... 1971504.29 452.5 453.7 SC
2 SC2601 20251014 452.6 456.1 ... 458112.6 452.5 454.1 SC
3 SC2602 20251014 453.8 456.3 ... 117972.08 453 453.8 SC
4 SC2603 20251014 453.2 456.7 ... 12451.61 452.7 454.8 SC
5 SC2604 20251014 453.1 456.8 ... 3357.22 453.6 455.4 SC
6 SC2605 20251014 454.2 457.2 ... 1681.87 454.5 455.9 SC
7 SC2606 20251014 453.8 457.6 ... 28932.84 455.6 453.1 SC
8 SC2607 20251014 456 456.9 ... 500.28 454.8 454.9 SC
9 SC2608 20251014 453.8 457.4 ... 318.73 455.3 454.1 SC
10 SC2609 20251014 457 457 ... 454.67 454.6 454 SC
11 SC2610 20251014 ... 0 449.7 449.7 SC
12 SC2612 20251014 ... 0 452.6 452.6 SC
13 SC2703 20251014 ... 0 451.6 451.6 SC
14 SC2706 20251014 453.6 453.6 ... 45.36 453.6 450.1 SC
15 SC2709 20251014 ... 0 450.6 450.6 SC
16 SC2712 20251014 457.9 457.9 ... 91.01 455 451 SC
17 SC2803 20251014 ... 0 449 449 SC
18 SC2806 20251014 451.9 452 ... 225.89 451.7 449.9 SC
19 SC2809 20251014 454.3 454.4 ... 271.79 452.9 451.2 SC
21 LU2511 20251014 3202 3224 ... 24280.1 3204 3220 LU
22 LU2512 20251014 3215 3236 ... 245899.633 3216 3240 LU
23 LU2601 20251014 3206 3230 ... 124896.377 3210 3232 LU
24 LU2602 20251014 3209 3224 ... 6668.175 3205 3229 LU
25 LU2603 20251014 3210 3222 ... 2921.346 3206 3232 LU
26 LU2604 20251014 3188 3197 ... 15.964 3192 3247 LU
27 LU2605 20251014 3212 3212 ... 25.602 3200 3222 LU
28 LU2606 20251014 3189 3194 ... 60.369 3177 3210 LU
29 LU2607 20251014 3211 3211 ... 141.077 3206 3208 LU
30 LU2608 20251014 3213 3213 ... 153.883 3205 3205 LU
31 LU2609 20251014 3201 3204 ... 331.634 3188 3208 LU
32 LU2610 20251014 3187 3187 ... 3.187 3187 3209 LU
34 NR2510 20251014 11930 11940 ... 1550.8 11925 11960 NR
35 NR2511 20251014 12080 12085 ... 461017.135 11990 12085 NR
36 NR2512 20251014 12095 12095 ... 434734.275 11985 12080 NR
37 NR2601 20251014 12100 12115 ... 138884.58 11995 12100 NR
38 NR2602 20251014 12050 12060 ... 13100.385 11995 12035 NR
39 NR2603 20251014 12045 12050 ... 3595.09 12020 12085 NR
40 NR2604 20251014 12060 12060 ... 3120.5 12000 12090 NR
41 NR2605 20251014 12070 12095 ... 456.89 12020 12095 NR
42 NR2606 20251014 12060 12060 ... 24.08 12040 12095 NR
43 NR2607 20251014 ... 0 12115 12115 NR
44 NR2608 20251014 12145 12145 ... 12.145 12145 12205 NR
45 NR2609 20251014 ... 0 12250 12250 NR
47 BC2510 20251014 75040 75040 ... 1125.6 75040 75030 BC
48 BC2511 20251014 76080 77210 ... 782156.205 76190 75420 BC
49 BC2512 20251014 76130 77210 ... 94503.635 76240 75700 BC
50 BC2601 20251014 76860 76860 ... 38.43 76860 75730 BC
51 BC2602 20251014 ... 0 75800 76660 BC
52 BC2603 20251014 76820 76820 ... 75.8 75800 76740 BC
53 BC2604 20251014 ... 0 76520 76740 BC
54 BC2605 20251014 ... 0 75900 75900 BC
55 BC2606 20251014 ... 0 75880 75880 BC
56 BC2607 20251014 ... 0 76570 76850 BC
57 BC2608 20251014 ... 0 75800 75800 BC
58 BC2609 20251014 ... 0 76130 76130 BC
60 EC2510 20251014 1135 1141 ... 27776.0825 1134.4 1133.1 EC
61 EC2512 20251014 1558 1712 ... 382788.063 1639 1559.4 EC
62 EC2602 20251014 1360 1497.2 ... 72949.841 1416.6 1358 EC
63 EC2604 20251014 1085 1164 ... 38989.607 1112.5 1090.9 EC
64 EC2606 20251014 1266.8 1330.1 ... 4019.408 1286.2 1254.5 EC
65 EC2608 20251014 1389.2 1469.4 ... 2172.2325 1424.4 1388.7 EC
69 SC_TAS2511 20251014 ... SC_TAS
70 SC_TAS2512 20251014 ... SC_TAS
71 SC_TAS2601 20251014 ... SC_TAS
72 SC_TAS2602 20251014 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 18:25:21,475 - future_1d - INFO - ak.get_ine_daily('2025-10-14') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251014 ... 85820 84900 CU
1 1 CU2511 20251014 ... 85710 84810 CU
2 2 CU2512 20251014 ... 85690 84890 CU
3 3 CU2601 20251014 ... 85610 84840 CU
4 4 CU2602 20251014 ... 85570 84840 CU
5 5 CU2603 20251014 ... 85750 85000 CU
6 6 CU2604 20251014 ... 85680 85080 CU
7 7 CU2605 20251014 ... 85680 85420 CU
8 8 CU2606 20251014 ... 85390 84990 CU
9 9 CU2607 20251014 ... 84950 85020 CU
10 10 CU2608 20251014 ... 85220 85030 CU
11 11 CU2609 20251014 ... 85270 84920 CU
12 12 BC2510 20251014 ... 75040 75030 BC
13 13 BC2511 20251014 ... 76190 75420 BC
14 14 BC2512 20251014 ... 76240 75700 BC
15 15 BC2601 20251014 ... 76860 75730 BC
16 16 BC2602 20251014 ... 75800 76660 BC
17 17 BC2603 20251014 ... 75800 76740 BC
18 18 BC2604 20251014 ... 76520 76740 BC
19 19 BC2605 20251014 ... 75900 75900 BC
20 20 BC2606 20251014 ... 75880 75880 BC
21 21 BC2607 20251014 ... 76570 76850 BC
22 22 BC2608 20251014 ... 75800 75800 BC
23 23 BC2609 20251014 ... 76130 76130 BC
24 24 AL2510 20251014 ... 20905 20855 AL
25 25 AL2511 20251014 ... 20930 20860 AL
26 26 AL2512 20251014 ... 20945 20870 AL
27 27 AL2601 20251014 ... 20950 20865 AL
28 28 AL2602 20251014 ... 20945 20875 AL
29 29 AL2603 20251014 ... 20945 20900 AL
30 30 AL2604 20251014 ... 20980 20910 AL
31 31 AL2605 20251014 ... 20995 20920 AL
32 32 AL2606 20251014 ... 20995 20935 AL
33 33 AL2607 20251014 ... 21015 20945 AL
34 34 AL2608 20251014 ... 21010 20905 AL
35 35 AL2609 20251014 ... 20995 20970 AL
36 36 ZN2510 20251014 ... 22205 22220 ZN
37 37 ZN2511 20251014 ... 22275 22285 ZN
38 38 ZN2512 20251014 ... 22310 22310 ZN
39 39 ZN2601 20251014 ... 22340 22335 ZN
40 40 ZN2602 20251014 ... 22370 22350 ZN
41 41 ZN2603 20251014 ... 22395 22370 ZN
42 42 ZN2604 20251014 ... 22415 22390 ZN
43 43 ZN2605 20251014 ... 22435 22430 ZN
44 44 ZN2606 20251014 ... 22475 22420 ZN
45 45 ZN2607 20251014 ... 22470 22435 ZN
46 46 ZN2608 20251014 ... 22475 22460 ZN
47 47 ZN2609 20251014 ... 22535 22490 ZN
48 48 PB2510 20251014 ... 17045 17110 PB
49 49 PB2511 20251014 ... 17085 17155 PB
50 50 PB2512 20251014 ... 17095 17160 PB
51 51 PB2601 20251014 ... 17090 17145 PB
52 52 PB2602 20251014 ... 17115 17150 PB
53 53 PB2603 20251014 ... 17105 17170 PB
54 54 PB2604 20251014 ... 17115 17300 PB
55 55 PB2605 20251014 ... 17125 17190 PB
56 56 PB2606 20251014 ... 17145 17200 PB
57 57 PB2607 20251014 ... 17160 17175 PB
58 58 PB2608 20251014 ... 17170 17195 PB
59 59 PB2609 20251014 ... 17225 17235 PB
60 60 NI2510 20251014 ... 120560 121270 NI
61 61 NI2511 20251014 ... 121080 121650 NI
62 62 NI2512 20251014 ... 121210 121790 NI
63 63 NI2601 20251014 ... 121470 122050 NI
64 64 NI2602 20251014 ... 121680 122160 NI
65 65 NI2603 20251014 ... 122000 122400 NI
66 66 NI2604 20251014 ... 122110 122570 NI
67 67 NI2605 20251014 ... 122240 122990 NI
68 68 NI2606 20251014 ... 122600 123150 NI
69 69 NI2607 20251014 ... 122680 123230 NI
70 70 NI2608 20251014 ... 123140 123580 NI
71 71 NI2609 20251014 ... 123520 123920 NI
72 72 SN2510 20251014 ... 281340 282760 SN
73 73 SN2511 20251014 ... 282140 283550 SN
74 74 SN2512 20251014 ... 282320 283610 SN
75 75 SN2601 20251014 ... 282460 283460 SN
76 76 SN2602 20251014 ... 282390 283290 SN
77 77 SN2603 20251014 ... 282460 283900 SN
78 78 SN2604 20251014 ... 282290 283870 SN
79 79 SN2605 20251014 ... 282370 283660 SN
80 80 SN2606 20251014 ... 282730 282530 SN
81 81 SN2607 20251014 ... 282610 283050 SN
82 82 SN2608 20251014 ... 283550 283690 SN
83 83 SN2609 20251014 ... 282990 284540 SN
84 84 AO2510 20251014 ... 2775 2782 AO
85 85 AO2511 20251014 ... 2783 2798 AO
86 86 AO2512 20251014 ... 2797 2816 AO
87 87 AO2601 20251014 ... 2807 2825 AO
88 88 AO2602 20251014 ... 2826 2842 AO
89 89 AO2603 20251014 ... 2897 2913 AO
90 90 AO2604 20251014 ... 2910 2925 AO
91 91 AO2605 20251014 ... 2918 2933 AO
92 92 AO2606 20251014 ... 2928 2941 AO
93 93 AO2607 20251014 ... 2937 2952 AO
94 94 AO2608 20251014 ... 2949 2969 AO
95 95 AO2609 20251014 ... 2967 2986 AO
96 96 AD2511 20251014 ... 20380 20360 AD
97 97 AD2512 20251014 ... 20440 20385 AD
98 98 AD2601 20251014 ... 20490 20455 AD
99 99 AD2602 20251014 ... 20485 20475 AD
100 100 AD2603 20251014 ... 20440 20515 AD
101 101 AD2604 20251014 ... 20420 20535 AD
102 102 AD2605 20251014 ... 20370 20445 AD
103 103 AD2606 20251014 ... 20420 20415 AD
104 104 AD2607 20251014 ... 20340 20510 AD
105 105 AD2608 20251014 ... 20495 20495 AD
106 106 AD2609 20251014 ... 20410 20410 AD
107 107 AU2510 20251014 ... 942.4 917.92 AU
108 108 AU2511 20251014 ... 939.32 912.52 AU
109 109 AU2512 20251014 ... 940.64 914.3 AU
110 110 AU2602 20251014 ... 943.96 917.5 AU
111 111 AU2604 20251014 ... 946.46 920.14 AU
112 112 AU2606 20251014 ... 947.86 923.4 AU
113 113 AU2608 20251014 ... 952.96 928.54 AU
114 114 AU2610 20251014 ... 952.34 931.62 AU
115 115 AG2510 20251014 ... 11714 11261 AG
116 116 AG2511 20251014 ... 11696 11233 AG
117 117 AG2512 20251014 ... 11697 11236 AG
118 118 AG2601 20251014 ... 11724 11240 AG
119 119 AG2602 20251014 ... 11734 11266 AG
120 120 AG2603 20251014 ... 11775 11298 AG
121 121 AG2604 20251014 ... 11788 11311 AG
122 122 AG2605 20251014 ... 11796 11296 AG
123 123 AG2606 20251014 ... 11791 11320 AG
124 124 AG2607 20251014 ... 11829 11321 AG
125 125 AG2608 20251014 ... 11813 11303 AG
126 126 AG2609 20251014 ... 11799 11362 AG
127 127 RB2510 20251014 ... 2975 2998 RB
128 128 RB2511 20251014 ... 2997 3021 RB
129 129 RB2512 20251014 ... 3043 3068 RB
130 130 RB2601 20251014 ... 3060 3086 RB
131 131 RB2602 20251014 ... 3067 3091 RB
132 132 RB2603 20251014 ... 3087 3112 RB
133 133 RB2604 20251014 ... 3102 3133 RB
134 134 RB2605 20251014 ... 3116 3140 RB
135 135 RB2606 20251014 ... 3130 3151 RB
136 136 RB2607 20251014 ... 3139 3166 RB
137 137 RB2608 20251014 ... 3151 3176 RB
138 138 RB2609 20251014 ... 3161 3178 RB
139 139 WR2510 20251014 ... 3069 3069 WR
140 140 WR2511 20251014 ... 3270 3270 WR
141 141 WR2512 20251014 ... 3309 3309 WR
142 142 WR2601 20251014 ... 3329 3351 WR
143 143 WR2602 20251014 ... 3370 3384 WR
144 144 WR2603 20251014 ... 3361 3361 WR
145 145 WR2604 20251014 ... 3369 3369 WR
146 146 WR2605 20251014 ... 3364 3353 WR
147 147 WR2606 20251014 ... 3360 3360 WR
148 148 WR2607 20251014 ... 3390 3390 WR
149 149 WR2608 20251014 ... 3431 3431 WR
150 150 WR2609 20251014 ... 3430 3430 WR
151 151 HC2510 20251014 ... 3442 3417 HC
152 152 HC2511 20251014 ... 3282 3304 HC
153 153 HC2512 20251014 ... 3262 3285 HC
154 154 HC2601 20251014 ... 3240 3264 HC
155 155 HC2602 20251014 ... 3240 3281 HC
156 156 HC2603 20251014 ... 3243 3274 HC
157 157 HC2604 20251014 ... 3241 3278 HC
158 158 HC2605 20251014 ... 3251 3274 HC
159 159 HC2606 20251014 ... 3245 3277 HC
160 160 HC2607 20251014 ... 3273 3278 HC
161 161 HC2608 20251014 ... 3277 3295 HC
162 162 HC2609 20251014 ... 3270 3293 HC
163 163 SS2510 20251014 ... 12315 12535 SS
164 164 SS2511 20251014 ... 12565 12675 SS
165 165 SS2512 20251014 ... 12590 12685 SS
166 166 SS2601 20251014 ... 12680 12775 SS
167 167 SS2602 20251014 ... 12745 12820 SS
168 168 SS2603 20251014 ... 12815 12895 SS
169 169 SS2604 20251014 ... 12885 12980 SS
170 170 SS2605 20251014 ... 12945 13035 SS
171 171 SS2606 20251014 ... 13025 13120 SS
172 172 SS2607 20251014 ... 13100 13170 SS
173 173 SS2608 20251014 ... 13125 13220 SS
174 174 SS2609 20251014 ... 13230 13295 SS
175 175 SC2511 20251014 ... 451.8 451.5 SC
176 176 SC2512 20251014 ... 452.5 453.7 SC
177 177 SC2601 20251014 ... 452.5 454.1 SC
178 178 SC2602 20251014 ... 453 453.8 SC
179 179 SC2603 20251014 ... 452.7 454.8 SC
180 180 SC2604 20251014 ... 453.6 455.4 SC
181 181 SC2605 20251014 ... 454.5 455.9 SC
182 182 SC2606 20251014 ... 455.6 453.1 SC
183 183 SC2607 20251014 ... 454.8 454.9 SC
184 184 SC2608 20251014 ... 455.3 454.1 SC
185 185 SC2609 20251014 ... 454.6 454 SC
186 186 SC2610 20251014 ... 449.7 449.7 SC
187 187 SC2612 20251014 ... 452.6 452.6 SC
188 188 SC2703 20251014 ... 451.6 451.6 SC
189 189 SC2706 20251014 ... 453.6 450.1 SC
190 190 SC2709 20251014 ... 450.6 450.6 SC
191 191 SC2712 20251014 ... 455 451 SC
192 192 SC2803 20251014 ... 449 449 SC
193 193 SC2806 20251014 ... 451.7 449.9 SC
194 194 SC2809 20251014 ... 452.9 451.2 SC
195 195 LU2511 20251014 ... 3204 3220 LU
196 196 LU2512 20251014 ... 3216 3240 LU
197 197 LU2601 20251014 ... 3210 3232 LU
198 198 LU2602 20251014 ... 3205 3229 LU
199 199 LU2603 20251014 ... 3206 3232 LU
200 200 LU2604 20251014 ... 3192 3247 LU
201 201 LU2605 20251014 ... 3200 3222 LU
202 202 LU2606 20251014 ... 3177 3210 LU
203 203 LU2607 20251014 ... 3206 3208 LU
204 204 LU2608 20251014 ... 3205 3205 LU
205 205 LU2609 20251014 ... 3188 3208 LU
206 206 LU2610 20251014 ... 3187 3209 LU
207 207 FU2511 20251014 ... 2763 2794 FU
208 208 FU2512 20251014 ... 2733 2750 FU
209 209 FU2601 20251014 ... 2714 2730 FU
210 210 FU2602 20251014 ... 2697 2712 FU
211 211 FU2603 20251014 ... 2693 2704 FU
212 212 FU2604 20251014 ... 2690 2702 FU
213 213 FU2605 20251014 ... 2680 2694 FU
214 214 FU2606 20251014 ... 2670 2688 FU
215 215 FU2607 20251014 ... 2659 2675 FU
216 216 FU2608 20251014 ... 2634 2651 FU
217 217 FU2609 20251014 ... 2628 2645 FU
218 218 FU2610 20251014 ... 2615 2628 FU
219 219 BU2510 20251014 ... 3470 3448 BU
220 220 BU2511 20251014 ... 3286 3310 BU
221 221 BU2512 20251014 ... 3208 3240 BU
222 222 BU2601 20251014 ... 3166 3201 BU
223 223 BU2602 20251014 ... 3172 3207 BU
224 224 BU2603 20251014 ... 3193 3220 BU
225 225 BU2604 20251014 ... 3191 3215 BU
226 226 BU2605 20251014 ... 3206 3217 BU
227 227 BU2606 20251014 ... 3207 3236 BU
228 228 BU2607 20251014 ... 3222 3230 BU
229 229 BU2608 20251014 ... 3197 3216 BU
230 230 BU2609 20251014 ... 3207 3221 BU
231 231 BU2612 20251014 ... 3155 3170 BU
232 232 BU2703 20251014 ... 3172 3178 BU
233 233 BU2706 20251014 ... 3175 3184 BU
234 234 BU2709 20251014 ... 3198 3195 BU
235 235 BR2510 20251014 ... 10670 10905 BR
236 236 BR2511 20251014 ... 10825 10935 BR
237 237 BR2512 20251014 ... 10790 10900 BR
238 238 BR2601 20251014 ... 10790 10905 BR
239 239 BR2602 20251014 ... 10780 10895 BR
240 240 BR2603 20251014 ... 10770 10895 BR
241 241 BR2604 20251014 ... 10795 10935 BR
242 242 BR2605 20251014 ... 10805 10940 BR
243 243 BR2606 20251014 ... 10810 10985 BR
244 244 BR2607 20251014 ... 11035 11140 BR
245 245 BR2608 20251014 ... 11040 11070 BR
246 246 BR2609 20251014 ... 11080 11185 BR
247 247 RU2510 20251014 ... 14165 14165 RU
248 248 RU2511 20251014 ... 14060 14195 RU
249 249 RU2601 20251014 ... 14855 14990 RU
250 250 RU2603 20251014 ... 14815 14945 RU
251 251 RU2604 20251014 ... 14855 14960 RU
252 252 RU2605 20251014 ... 14845 14975 RU
253 253 RU2606 20251014 ... 14850 14930 RU
254 254 RU2607 20251014 ... 14900 14930 RU
255 255 RU2608 20251014 ... 14925 15000 RU
256 256 RU2609 20251014 ... 14880 15005 RU
257 257 NR2510 20251014 ... 11925 11960 NR
258 258 NR2511 20251014 ... 11990 12085 NR
259 259 NR2512 20251014 ... 11985 12080 NR
260 260 NR2601 20251014 ... 11995 12100 NR
261 261 NR2602 20251014 ... 11995 12035 NR
262 262 NR2603 20251014 ... 12020 12085 NR
263 263 NR2604 20251014 ... 12000 12090 NR
264 264 NR2605 20251014 ... 12020 12095 NR
265 265 NR2606 20251014 ... 12040 12095 NR
266 266 NR2607 20251014 ... 12115 12115 NR
267 267 NR2608 20251014 ... 12145 12205 NR
268 268 NR2609 20251014 ... 12250 12250 NR
269 269 SP2510 20251014 ... 4812 4772 SP
270 270 SP2511 20251014 ... 4840 4798 SP
271 271 SP2512 20251014 ... 4864 4828 SP
272 272 SP2601 20251014 ... 5160 5098 SP
273 273 SP2602 20251014 ... 5170 5120 SP
274 274 SP2603 20251014 ... 5194 5132 SP
275 275 SP2604 20251014 ... 5206 5132 SP
276 276 SP2605 20251014 ... 5226 5170 SP
277 277 SP2606 20251014 ... 5234 5232 SP
278 278 SP2607 20251014 ... 5234 5158 SP
279 279 SP2608 20251014 ... 5240 5164 SP
280 280 SP2609 20251014 ... 5238 5200 SP
281 281 OP2601 20251014 ... 4208 4216 OP
282 282 OP2602 20251014 ... 4224 4226 OP
283 283 OP2603 20251014 ... 4218 4228 OP
284 284 OP2604 20251014 ... 4240 4258 OP
285 285 OP2605 20251014 ... 4232 4242 OP
286 286 OP2606 20251014 ... 4202 4202 OP
287 287 OP2607 20251014 ... 4242 4242 OP
288 288 OP2608 20251014 ... 4274 4274 OP
289 289 OP2609 20251014 ... 4220 4186 OP
290 290 EC2510 20251014 ... 1134.4 1133.1 EC
291 291 EC2512 20251014 ... 1639 1559.4 EC
292 292 EC2602 20251014 ... 1416.6 1358 EC
293 293 EC2604 20251014 ... 1112.5 1090.9 EC
294 294 EC2606 20251014 ... 1286.2 1254.5 EC
295 295 EC2608 20251014 ... 1424.4 1388.7 EC
296 298 SC_TAS2511 20251014 ... SC_TAS
297 299 SC_TAS2512 20251014 ... SC_TAS
298 300 SC_TAS2601 20251014 ... SC_TAS
299 301 SC_TAS2602 20251014 ... SC_TAS
[300 rows x 13 columns]
2025-10-22 18:25:21,584 - future_1d - INFO - ak.get_shfe_daily('2025-10-14') done
2025-10-22 18:25:23,396 - future_1d - INFO - save future_daily 2025-10-14 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251015 0.0 ... 50755.0 49980.0 PS
1 PS2511 20251015 49975.0 ... 50805.0 49205.0 PS
2 PS2512 20251015 52595.0 ... 53270.0 51630.0 PS
3 PS2601 20251015 52050.0 ... 53165.0 51570.0 PS
4 PS2602 20251015 52050.0 ... 52840.0 51585.0 PS
5 PS2603 20251015 52030.0 ... 52690.0 51545.0 PS
6 PS2604 20251015 51925.0 ... 52600.0 51450.0 PS
7 PS2605 20251015 51800.0 ... 52730.0 51340.0 PS
8 PS2606 20251015 53000.0 ... 54525.0 53195.0 PS
9 PS2607 20251015 53105.0 ... 54410.0 53105.0 PS
10 PS2608 20251015 53125.0 ... 54125.0 52925.0 PS
11 PS2609 20251015 53015.0 ... 53855.0 52655.0 PS
13 SI2510 20251015 8585.0 ... 8620.0 8555.0 SI
14 SI2511 20251015 8495.0 ... 8595.0 8580.0 SI
15 SI2512 20251015 8910.0 ... 8965.0 8970.0 SI
16 SI2601 20251015 8835.0 ... 8905.0 8905.0 SI
17 SI2602 20251015 8800.0 ... 8885.0 8915.0 SI
18 SI2603 20251015 8925.0 ... 8910.0 8980.0 SI
19 SI2604 20251015 8870.0 ... 8940.0 8900.0 SI
20 SI2605 20251015 8850.0 ... 8935.0 8925.0 SI
21 SI2606 20251015 8935.0 ... 8960.0 8930.0 SI
22 SI2607 20251015 8885.0 ... 8935.0 8940.0 SI
23 SI2608 20251015 0.0 ... 8960.0 8960.0 SI
24 SI2609 20251015 8930.0 ... 8975.0 8980.0 SI
27 LC2510 20251015 73120.0 ... 73220.0 72720.0 LC
28 LC2511 20251015 73000.0 ... 73100.0 73160.0 LC
29 LC2512 20251015 72900.0 ... 73200.0 73220.0 LC
30 LC2601 20251015 73140.0 ... 73200.0 73160.0 LC
31 LC2602 20251015 73000.0 ... 73100.0 72960.0 LC
32 LC2603 20251015 72640.0 ... 72980.0 73080.0 LC
33 LC2604 20251015 73260.0 ... 73640.0 73680.0 LC
34 LC2605 20251015 73180.0 ... 73680.0 73660.0 LC
35 LC2606 20251015 73400.0 ... 73620.0 73600.0 LC
36 LC2607 20251015 73400.0 ... 73560.0 73560.0 LC
37 LC2608 20251015 73600.0 ... 73840.0 73720.0 LC
38 LC2609 20251015 73960.0 ... 73940.0 73800.0 LC
[36 rows x 12 columns]
2025-10-22 18:25:30,358 - future_1d - INFO - ak.get_gfex_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 a2511 20251015 3946.00 ... 3969.00 3957.00 A
1 a2601 20251015 3973.00 ... 3988.00 3969.00 A
2 a2603 20251015 3974.00 ... 3992.00 3972.00 A
3 a2605 20251015 4012.00 ... 4026.00 4011.00 A
4 a2607 20251015 4013.00 ... 4025.00 4012.00 A
5 a2609 20251015 4013.00 ... 4026.00 4011.00 A
6 b2510 20251015 3600.00 ... 3600.00 3619.00 B
7 b2511 20251015 3596.00 ... 3603.00 3607.00 B
8 b2512 20251015 3608.00 ... 3614.00 3636.00 B
9 b2601 20251015 3611.00 ... 3624.00 3628.00 B
10 b2602 20251015 3614.00 ... 3632.00 3632.00 B
11 b2603 20251015 3581.00 ... 3594.00 3599.00 B
12 b2604 20251015 3496.00 ... 3508.00 3500.00 B
13 b2605 20251015 3432.00 ... 3442.00 3444.00 B
14 b2606 20251015 3405.00 ... 3414.00 3409.00 B
15 b2607 20251015 3406.00 ... 3420.00 3415.00 B
16 b2608 20251015 3509.00 ... 3516.00 3511.00 B
17 b2609 20251015 3526.00 ... 3536.00 3543.00 B
18 bb2511 20251015 144.50 ... 144.50 144.65 BB
19 bb2601 20251015 146.80 ... 146.95 147.00 BB
20 bb2603 20251015 147.25 ... 147.10 147.25 BB
21 bb2605 20251015 147.70 ... 147.70 147.95 BB
22 bb2607 20251015 0.00 ... 152.60 152.85 BB
23 bb2609 20251015 0.00 ... 152.60 152.85 BB
24 bz2603 20251015 5575.00 ... 5585.00 5624.00 BZ
25 bz2604 20251015 5574.00 ... 5576.00 5615.00 BZ
26 bz2605 20251015 5593.00 ... 5588.00 5634.00 BZ
27 bz2606 20251015 5573.00 ... 5573.00 5672.00 BZ
28 bz2607 20251015 0.00 ... 5660.00 5685.00 BZ
29 bz2608 20251015 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251015 0.00 ... 5695.00 5720.00 BZ
31 c2511 20251015 2093.00 ... 2097.00 2087.00 C
32 c2601 20251015 2109.00 ... 2119.00 2105.00 C
33 c2603 20251015 2142.00 ... 2148.00 2131.00 C
34 c2605 20251015 2200.00 ... 2208.00 2198.00 C
35 c2607 20251015 2218.00 ... 2223.00 2214.00 C
36 c2609 20251015 2235.00 ... 2238.00 2230.00 C
37 cs2511 20251015 2386.00 ... 2390.00 2393.00 CS
38 cs2601 20251015 2399.00 ... 2407.00 2402.00 CS
39 cs2603 20251015 2420.00 ... 2427.00 2421.00 CS
40 cs2605 20251015 2523.00 ... 2521.00 2517.00 CS
41 cs2607 20251015 2527.00 ... 2532.00 2530.00 CS
42 cs2609 20251015 2571.00 ... 2570.00 2571.00 CS
43 eb2510 20251015 6416.00 ... 6442.00 6559.00 EB
44 eb2511 20251015 6513.00 ... 6544.00 6608.00 EB
45 eb2512 20251015 6550.00 ... 6566.00 6627.00 EB
46 eb2601 20251015 6590.00 ... 6609.00 6668.00 EB
47 eb2602 20251015 6647.00 ... 6667.00 6714.00 EB
48 eb2603 20251015 6712.00 ... 6727.00 6760.00 EB
49 eb2604 20251015 6731.00 ... 6765.00 6821.00 EB
50 eb2605 20251015 6777.00 ... 6795.00 6845.00 EB
51 eb2606 20251015 6825.00 ... 6828.00 6873.00 EB
52 eb2607 20251015 6828.00 ... 6852.00 6872.00 EB
53 eb2608 20251015 6870.00 ... 6870.00 6895.00 EB
54 eb2609 20251015 6875.00 ... 6889.00 6888.00 EB
55 eg2510 20251015 4080.00 ... 4089.00 4094.00 EG
56 eg2511 20251015 4060.00 ... 4073.00 4087.00 EG
57 eg2512 20251015 4040.00 ... 4054.00 4067.00 EG
58 eg2601 20251015 4037.00 ... 4048.00 4072.00 EG
59 eg2602 20251015 4058.00 ... 4053.00 4077.00 EG
60 eg2603 20251015 4073.00 ... 4074.00 4079.00 EG
61 eg2604 20251015 4116.00 ... 4135.00 4146.00 EG
62 eg2605 20251015 4129.00 ... 4134.00 4161.00 EG
63 eg2606 20251015 4131.00 ... 4143.00 4163.00 EG
64 eg2607 20251015 4171.00 ... 4171.00 4175.00 EG
65 eg2608 20251015 4161.00 ... 4170.00 4185.00 EG
66 eg2609 20251015 4202.00 ... 4202.00 4199.00 EG
67 fb2510 20251015 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251015 1247.00 ... 1256.00 1257.50 FB
69 fb2512 20251015 1259.50 ... 1256.00 1261.00 FB
70 fb2601 20251015 1266.00 ... 1264.50 1271.00 FB
71 fb2602 20251015 1269.00 ... 1270.50 1273.50 FB
72 fb2603 20251015 1263.50 ... 1264.50 1266.00 FB
73 fb2604 20251015 1265.50 ... 1264.50 1271.00 FB
74 fb2605 20251015 1288.50 ... 1288.50 1273.00 FB
75 fb2606 20251015 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251015 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251015 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251015 0.00 ... 1296.00 1296.00 FB
79 i2510 20251015 805.50 ... 806.00 808.50 I
80 i2511 20251015 800.50 ... 798.00 805.00 I
81 i2512 20251015 793.50 ... 792.00 797.50 I
82 i2601 20251015 784.00 ... 780.50 788.00 I
83 i2602 20251015 780.00 ... 779.50 781.50 I
84 i2603 20251015 775.00 ... 773.50 779.50 I
85 i2604 20251015 769.50 ... 768.50 773.50 I
86 i2605 20251015 761.00 ... 759.00 765.00 I
87 i2606 20251015 756.50 ... 753.00 762.00 I
88 i2607 20251015 750.00 ... 748.50 757.50 I
89 i2608 20251015 747.00 ... 743.00 753.00 I
90 i2609 20251015 740.00 ... 736.50 747.00 I
91 j2510 20251015 0.00 ... 1600.00 1600.00 J
92 j2511 20251015 1580.00 ... 1578.00 1586.00 J
93 j2512 20251015 1609.50 ... 1607.00 1608.00 J
94 j2601 20251015 1640.50 ... 1635.50 1636.50 J
95 j2602 20251015 1663.00 ... 1663.00 1653.00 J
96 j2603 20251015 0.00 ... 1676.50 1676.50 J
97 j2604 20251015 1778.00 ... 1762.50 1773.50 J
98 j2605 20251015 1802.50 ... 1781.50 1781.00 J
99 j2606 20251015 0.00 ... 1814.00 1814.00 J
100 j2607 20251015 0.00 ... 1833.50 1833.50 J
101 j2608 20251015 0.00 ... 1865.00 1865.00 J
102 j2609 20251015 1865.00 ... 1864.50 1866.50 J
103 jd2510 20251015 2701.00 ... 2708.00 2685.00 JD
104 jd2511 20251015 2870.00 ... 2848.00 2847.00 JD
105 jd2512 20251015 3040.00 ... 3021.00 3028.00 JD
106 jd2601 20251015 3245.00 ... 3209.00 3232.00 JD
107 jd2602 20251015 3048.00 ... 3026.00 3044.00 JD
108 jd2603 20251015 3065.00 ... 3037.00 3060.00 JD
109 jd2604 20251015 3168.00 ... 3157.00 3168.00 JD
110 jd2605 20251015 3340.00 ... 3343.00 3345.00 JD
111 jd2606 20251015 3231.00 ... 3233.00 3235.00 JD
112 jd2607 20251015 3479.00 ... 3471.00 3479.00 JD
113 jd2608 20251015 3966.00 ... 3966.00 3966.00 JD
114 jd2609 20251015 3868.00 ... 3867.00 3866.00 JD
115 jm2510 20251015 1047.00 ... 999.00 951.00 JM
116 jm2511 20251015 1015.00 ... 1024.00 1009.00 JM
117 jm2512 20251015 1080.50 ... 1080.50 1072.50 JM
118 jm2601 20251015 1150.00 ... 1147.00 1139.50 JM
119 jm2602 20251015 1178.00 ... 1172.50 1167.50 JM
120 jm2603 20251015 1197.50 ... 1190.00 1185.50 JM
121 jm2604 20251015 1206.50 ... 1204.50 1207.00 JM
122 jm2605 20251015 1234.00 ... 1222.00 1223.00 JM
123 jm2606 20251015 1248.00 ... 1241.50 1247.00 JM
124 jm2607 20251015 1268.00 ... 1262.50 1260.50 JM
125 jm2608 20251015 1288.00 ... 1284.50 1279.00 JM
126 jm2609 20251015 1310.00 ... 1305.00 1309.00 JM
127 l2510 20251015 0.00 ... 6856.00 6856.00 L
128 l2511 20251015 6873.00 ... 6895.00 6922.00 L
129 l2512 20251015 6887.00 ... 6906.00 6928.00 L
130 l2601 20251015 6890.00 ... 6908.00 6936.00 L
131 l2602 20251015 6889.00 ... 6910.00 6924.00 L
132 l2603 20251015 6906.00 ... 6931.00 6944.00 L
133 l2604 20251015 6931.00 ... 6940.00 6984.00 L
134 l2605 20251015 6949.00 ... 6940.00 6975.00 L
135 l2606 20251015 6943.00 ... 6947.00 6953.00 L
136 l2607 20251015 6975.00 ... 6975.00 7007.00 L
137 l2608 20251015 6986.00 ... 6994.00 7015.00 L
138 l2609 20251015 6980.00 ... 6969.00 7018.00 L
139 lg2511 20251015 790.00 ... 792.50 791.00 LG
140 lg2601 20251015 823.00 ... 821.00 820.00 LG
141 lg2603 20251015 831.00 ... 828.00 827.50 LG
142 lg2605 20251015 831.50 ... 829.50 828.50 LG
143 lg2607 20251015 830.00 ... 830.00 830.00 LG
144 lg2609 20251015 830.50 ... 830.00 831.50 LG
145 lh2511 20251015 11555.00 ... 11485.00 11355.00 LH
146 lh2601 20251015 12405.00 ... 12300.00 12335.00 LH
147 lh2603 20251015 11850.00 ... 11735.00 11825.00 LH
148 lh2605 20251015 12470.00 ... 12335.00 12445.00 LH
149 lh2607 20251015 13265.00 ... 13170.00 13250.00 LH
150 lh2609 20251015 13920.00 ... 13925.00 13945.00 LH
151 m2511 20251015 2887.00 ... 2894.00 2896.00 M
152 m2512 20251015 2921.00 ... 2930.00 2936.00 M
153 m2601 20251015 2902.00 ... 2914.00 2912.00 M
154 m2603 20251015 2879.00 ... 2893.00 2890.00 M
155 m2605 20251015 2734.00 ... 2737.00 2736.00 M
156 m2607 20251015 2713.00 ... 2721.00 2719.00 M
157 m2608 20251015 2838.00 ... 2845.00 2841.00 M
158 m2609 20251015 2838.00 ... 2850.00 2846.00 M
159 p2510 20251015 9118.00 ... 9120.00 9184.00 P
160 p2511 20251015 9232.00 ... 9210.00 9266.00 P
161 p2512 20251015 9248.00 ... 9262.00 9314.00 P
162 p2601 20251015 9302.00 ... 9316.00 9366.00 P
163 p2602 20251015 9326.00 ... 9330.00 9358.00 P
164 p2603 20251015 9304.00 ... 9322.00 9332.00 P
165 p2604 20251015 9264.00 ... 9290.00 9312.00 P
166 p2605 20251015 9200.00 ... 9228.00 9238.00 P
167 p2606 20251015 9120.00 ... 9142.00 9108.00 P
168 p2607 20251015 9036.00 ... 9056.00 9012.00 P
169 p2608 20251015 8982.00 ... 8976.00 8956.00 P
170 p2609 20251015 8838.00 ... 8896.00 8884.00 P
171 pg2510 20251015 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251015 4115.00 ... 4141.00 4118.00 PG
173 pg2512 20251015 3955.00 ... 3993.00 3981.00 PG
174 pg2601 20251015 3883.00 ... 3908.00 3904.00 PG
175 pg2602 20251015 3808.00 ... 3836.00 3835.00 PG
176 pg2603 20251015 3740.00 ... 3757.00 3762.00 PG
177 pg2604 20251015 4119.00 ... 4152.00 4147.00 PG
178 pg2605 20251015 4044.00 ... 4067.00 4076.00 PG
179 pg2606 20251015 4007.00 ... 4006.00 4017.00 PG
180 pg2607 20251015 3946.00 ... 3950.00 3974.00 PG
181 pg2608 20251015 3910.00 ... 3905.00 3917.00 PG
182 pg2609 20251015 3840.00 ... 3848.00 3859.00 PG
183 pp2510 20251015 6482.00 ... 6482.00 6536.00 PP
184 pp2511 20251015 6508.00 ... 6519.00 6551.00 PP
185 pp2512 20251015 6565.00 ... 6562.00 6593.00 PP
186 pp2601 20251015 6575.00 ... 6590.00 6628.00 PP
187 pp2602 20251015 6572.00 ... 6585.00 6620.00 PP
188 pp2603 20251015 6571.00 ... 6593.00 6624.00 PP
189 pp2604 20251015 6600.00 ... 6611.00 6647.00 PP
190 pp2605 20251015 6636.00 ... 6642.00 6683.00 PP
191 pp2606 20251015 6604.00 ... 6612.00 6644.00 PP
192 pp2607 20251015 6600.00 ... 6603.00 6647.00 PP
193 pp2608 20251015 6617.00 ... 6628.00 6670.00 PP
194 pp2609 20251015 6658.00 ... 6673.00 6695.00 PP
195 rr2510 20251015 3631.00 ... 3635.00 3620.00 RR
196 rr2511 20251015 3615.00 ... 3614.00 3615.00 RR
197 rr2512 20251015 3603.00 ... 3608.00 3608.00 RR
198 rr2601 20251015 3626.00 ... 3626.00 3625.00 RR
199 rr2602 20251015 3615.00 ... 3612.00 3613.00 RR
200 rr2603 20251015 3611.00 ... 3613.00 3614.00 RR
201 rr2604 20251015 3614.00 ... 3613.00 3617.00 RR
202 rr2605 20251015 3608.00 ... 3609.00 3612.00 RR
203 rr2606 20251015 3607.00 ... 3603.00 3602.00 RR
204 rr2607 20251015 0.00 ... 3624.00 3624.00 RR
205 rr2608 20251015 3599.00 ... 3605.00 3589.00 RR
206 rr2609 20251015 3616.00 ... 3616.00 3612.00 RR
207 v2510 20251015 4550.00 ... 4561.00 4567.00 V
208 v2511 20251015 4588.00 ... 4593.00 4596.00 V
209 v2512 20251015 4636.00 ... 4635.00 4641.00 V
210 v2601 20251015 4680.00 ... 4680.00 4684.00 V
211 v2602 20251015 4719.00 ... 4727.00 4727.00 V
212 v2603 20251015 4751.00 ... 4758.00 4754.00 V
213 v2604 20251015 4940.00 ... 4953.00 4957.00 V
214 v2605 20251015 5004.00 ... 4993.00 4998.00 V
215 v2606 20251015 5032.00 ... 5028.00 5029.00 V
216 v2607 20251015 5074.00 ... 5067.00 5072.00 V
217 v2608 20251015 5110.00 ... 5102.00 5103.00 V
218 v2609 20251015 5142.00 ... 5129.00 5137.00 V
219 y2511 20251015 8220.00 ... 8246.00 8272.00 Y
220 y2512 20251015 8268.00 ... 8280.00 8306.00 Y
221 y2601 20251015 8224.00 ... 8244.00 8270.00 Y
222 y2603 20251015 8174.00 ... 8198.00 8206.00 Y
223 y2605 20251015 8012.00 ... 8040.00 8040.00 Y
224 y2607 20251015 7940.00 ... 7982.00 7980.00 Y
225 y2608 20251015 7944.00 ... 7968.00 7966.00 Y
226 y2609 20251015 7886.00 ... 7946.00 7924.00 Y
[227 rows x 12 columns]
2025-10-22 18:25:30,928 - future_1d - INFO - ak.get_dce_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251015 8650.0 9203.0 ... 311.45 9160.0 9225.0 AP
1 AP511 20251015 8668.0 8735.0 ... 7208.03 8695.0 8675.0 AP
2 AP512 20251015 8632.0 8683.0 ... 1411.55 8660.0 8641.0 AP
3 AP601 20251015 8670.0 8696.0 ... 375010.85 8668.0 8660.0 AP
4 AP603 20251015 8577.0 8585.0 ... 282.87 8572.0 8569.0 AP
5 AP604 20251015 8605.0 8621.0 ... 249.60 8607.0 8593.0 AP
6 AP605 20251015 8700.0 8700.0 ... 20982.63 8678.0 8657.0 AP
7 CF511 20251015 13260.0 13335.0 ... 64280.81 13275.0 13310.0 CF
8 CF601 20251015 13250.0 13300.0 ... 1195996.07 13255.0 13255.0 CF
9 CF603 20251015 13275.0 13325.0 ... 120020.26 13285.0 13270.0 CF
10 CF605 20251015 13320.0 13355.0 ... 256311.20 13315.0 13315.0 CF
11 CF607 20251015 13330.0 13375.0 ... 366.99 13345.0 13335.0 CF
12 CF609 20251015 13475.0 13530.0 ... 2894.97 13495.0 13490.0 CF
13 CJ512 20251015 10955.0 11010.0 ... 4340.14 10975.0 10980.0 CJ
14 CJ601 20251015 11085.0 11160.0 ... 512785.26 11105.0 11100.0 CJ
15 CJ603 20251015 10970.0 11105.0 ... 7418.93 11055.0 11060.0 CJ
16 CJ605 20251015 11100.0 11235.0 ... 75721.81 11185.0 11185.0 CJ
17 CJ607 20251015 11245.0 11315.0 ... 788.76 11270.0 11265.0 CJ
18 CJ609 20251015 11365.0 11450.0 ... 695.82 11405.0 11390.0 CJ
19 CY510 20251015 0.0 0.0 ... 0.00 19395.0 19410.0 CY
20 CY511 20251015 19675.0 19705.0 ... 2134.57 19675.0 19665.0 CY
21 CY512 20251015 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251015 19320.0 19345.0 ... 95212.73 19295.0 19310.0 CY
23 CY602 20251015 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251015 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251015 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251015 0.0 0.0 ... 0.00 19760.0 19795.0 CY
29 CY608 20251015 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251015 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251015 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251015 1035.0 1043.0 ... 33090.46 1031.0 1051.0 FG
33 FG512 20251015 1141.0 1152.0 ... 76940.78 1137.0 1155.0 FG
34 FG601 20251015 1137.0 1145.0 ... 3471765.23 1134.0 1149.0 FG
35 FG602 20251015 1207.0 1215.0 ... 29526.72 1203.0 1210.0 FG
36 FG603 20251015 1209.0 1217.0 ... 67082.12 1206.0 1214.0 FG
37 FG604 20251015 1272.0 1288.0 ... 570.31 1273.0 1284.0 FG
38 FG605 20251015 1275.0 1288.0 ... 128853.40 1273.0 1283.0 FG
39 FG606 20251015 1313.0 1325.0 ... 703.22 1312.0 1322.0 FG
40 FG607 20251015 1302.0 1317.0 ... 779.62 1304.0 1311.0 FG
41 FG608 20251015 1353.0 1367.0 ... 1767.84 1356.0 1367.0 FG
42 FG609 20251015 1363.0 1367.0 ... 5518.60 1356.0 1366.0 FG
43 JR511 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251015 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251015 2243.0 2292.0 ... 26781.53 2277.0 2275.0 MA
53 MA512 20251015 2266.0 2311.0 ... 82291.71 2287.0 2276.0 MA
54 MA601 20251015 2275.0 2309.0 ... 1688952.69 2292.0 2297.0 MA
55 MA602 20251015 2292.0 2329.0 ... 59933.04 2308.0 2318.0 MA
56 MA603 20251015 2302.0 2336.0 ... 75533.52 2322.0 2325.0 MA
57 MA604 20251015 2312.0 2329.0 ... 74.20 2319.0 2338.0 MA
58 MA605 20251015 2298.0 2322.0 ... 179036.64 2308.0 2319.0 MA
59 MA606 20251015 2304.0 2321.0 ... 25.44 2312.0 2329.0 MA
60 MA607 20251015 2277.0 2300.0 ... 130.65 2292.0 2287.0 MA
61 MA608 20251015 2270.0 2288.0 ... 38.77 2281.0 2290.0 MA
62 MA609 20251015 2265.0 2276.0 ... 3113.06 2266.0 2277.0 MA
63 OI511 20251015 10106.0 10143.0 ... 50666.56 10099.0 10140.0 OI
64 OI601 20251015 9950.0 9984.0 ... 2017868.33 9939.0 9983.0 OI
65 OI603 20251015 9704.0 9753.0 ... 221873.75 9706.0 9764.0 OI
66 OI605 20251015 9462.0 9530.0 ... 170578.36 9485.0 9498.0 OI
67 OI607 20251015 9398.0 9477.0 ... 1846.22 9420.0 9433.0 OI
68 OI609 20251015 9347.0 9437.0 ... 1184.52 9401.0 9384.0 OI
69 PF510 20251015 6102.0 6102.0 ... 130.89 6088.0 6116.0 PF
70 PF511 20251015 6084.0 6084.0 ... 65369.66 6072.0 6126.0 PF
71 PF512 20251015 6050.0 6058.0 ... 701762.09 6040.0 6076.0 PF
72 PF601 20251015 6068.0 6070.0 ... 92500.99 6054.0 6110.0 PF
73 PF602 20251015 6038.0 6044.0 ... 462025.43 6024.0 6086.0 PF
74 PF603 20251015 6028.0 6032.0 ... 132959.59 6016.0 6076.0 PF
75 PF604 20251015 6090.0 6102.0 ... 70.01 6088.0 6148.0 PF
76 PF605 20251015 6100.0 6132.0 ... 490.64 6096.0 6150.0 PF
77 PF606 20251015 6082.0 6120.0 ... 79.30 6100.0 6138.0 PF
78 PF607 20251015 6102.0 6162.0 ... 61.23 6124.0 6178.0 PF
79 PF608 20251015 6122.0 6152.0 ... 12.28 6140.0 6204.0 PF
80 PF609 20251015 6138.0 6166.0 ... 30.77 6154.0 6204.0 PF
81 PK510 20251015 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251015 7876.0 7922.0 ... 97457.25 7884.0 7872.0 PK
83 PK512 20251015 7972.0 7992.0 ... 184644.76 7958.0 7924.0 PK
84 PK601 20251015 8034.0 8096.0 ... 500962.20 8058.0 8016.0 PK
85 PK603 20251015 8036.0 8118.0 ... 172633.28 8084.0 8034.0 PK
86 PK604 20251015 8058.0 8116.0 ... 1799.08 8086.0 8044.0 PK
87 PK605 20251015 8080.0 8138.0 ... 17832.92 8110.0 8070.0 PK
88 PL601 20251015 6081.0 6108.0 ... 142549.79 6085.0 6109.0 PL
89 PL602 20251015 6108.0 6143.0 ... 106410.87 6124.0 6151.0 PL
90 PL603 20251015 6105.0 6146.0 ... 85611.28 6124.0 6152.0 PL
91 PL604 20251015 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251015 6076.0 6094.0 ... 109.43 6080.0 6119.0 PL
93 PL606 20251015 6088.0 6088.0 ... 24.35 6088.0 6142.0 PL
94 PL607 20251015 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251015 0.0 0.0 ... 0.00 6277.0 6280.0 PL
96 PL609 20251015 0.0 0.0 ... 0.00 6232.0 6239.0 PL
97 PM511 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251015 0.0 0.0 ... 0.00 5638.0 5678.0 PR
104 PR511 20251015 5572.0 5582.0 ... 17495.21 5568.0 5612.0 PR
105 PR512 20251015 5570.0 5580.0 ... 197902.61 5560.0 5600.0 PR
106 PR601 20251015 5552.0 5552.0 ... 197998.02 5532.0 5572.0 PR
107 PR602 20251015 5586.0 5592.0 ... 33581.81 5576.0 5608.0 PR
108 PR603 20251015 5578.0 5608.0 ... 911.33 5574.0 5630.0 PR
109 PR604 20251015 5592.0 5634.0 ... 293.63 5594.0 5654.0 PR
110 PR605 20251015 5616.0 5632.0 ... 597.60 5612.0 5680.0 PR
111 PR606 20251015 5658.0 5658.0 ... 16.96 5652.0 5696.0 PR
112 PR607 20251015 5662.0 5682.0 ... 68.03 5670.0 5716.0 PR
113 PR608 20251015 5692.0 5692.0 ... 17.06 5688.0 5722.0 PR
114 PR609 20251015 5718.0 5718.0 ... 25.61 5692.0 5718.0 PR
115 PX510 20251015 6326.0 6326.0 ... 15.82 6326.0 6332.0 PX
116 PX511 20251015 6324.0 6348.0 ... 119679.53 6316.0 6416.0 PX
117 PX512 20251015 6306.0 6338.0 ... 91641.78 6304.0 6386.0 PX
118 PX601 20251015 6306.0 6328.0 ... 490661.67 6296.0 6370.0 PX
119 PX602 20251015 6318.0 6342.0 ... 227109.04 6314.0 6374.0 PX
120 PX603 20251015 6316.0 6344.0 ... 132539.79 6320.0 6378.0 PX
121 PX604 20251015 6344.0 6344.0 ... 6.34 6344.0 6444.0 PX
122 PX605 20251015 6344.0 6380.0 ... 1205.07 6342.0 6416.0 PX
123 PX606 20251015 6352.0 6352.0 ... 9.53 6352.0 6400.0 PX
124 PX607 20251015 6374.0 6374.0 ... 6.37 6374.0 6412.0 PX
125 PX608 20251015 6374.0 6392.0 ... 12.77 6386.0 6424.0 PX
126 PX609 20251015 6390.0 6412.0 ... 19.18 6394.0 6424.0 PX
127 RI511 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251015 2382.0 2410.0 ... 5240.82 2387.0 2404.0 RM
134 RM601 20251015 2345.0 2380.0 ... 434336.03 2359.0 2369.0 RM
135 RM603 20251015 2285.0 2309.0 ... 3644.73 2297.0 2305.0 RM
136 RM605 20251015 2285.0 2307.0 ... 85660.02 2295.0 2299.0 RM
137 RM607 20251015 2281.0 2296.0 ... 7759.77 2286.0 2294.0 RM
138 RM608 20251015 2385.0 2401.0 ... 521.58 2393.0 2398.0 RM
139 RM609 20251015 2388.0 2398.0 ... 2607.16 2388.0 2388.0 RM
140 RS511 20251015 5157.0 5291.0 ... 83.78 5236.0 5243.0 RS
141 RS607 20251015 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251015 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251015 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251015 1150.0 1155.0 ... 1166.05 1151.0 1147.0 SA
145 SA511 20251015 1153.0 1170.0 ... 39303.14 1162.0 1161.0 SA
146 SA512 20251015 1222.0 1227.0 ... 123729.43 1220.0 1218.0 SA
147 SA601 20251015 1233.0 1238.0 ... 1956030.89 1231.0 1229.0 SA
148 SA602 20251015 1270.0 1274.0 ... 66808.09 1267.0 1266.0 SA
149 SA603 20251015 1277.0 1280.0 ... 140664.09 1273.0 1272.0 SA
150 SA604 20251015 1315.0 1319.0 ... 622.82 1314.0 1312.0 SA
151 SA605 20251015 1324.0 1325.0 ... 80051.48 1319.0 1317.0 SA
152 SA606 20251015 1344.0 1344.0 ... 661.44 1339.0 1338.0 SA
153 SA607 20251015 1335.0 1348.0 ... 665.99 1343.0 1349.0 SA
154 SA608 20251015 1382.0 1384.0 ... 311.79 1380.0 1383.0 SA
155 SA609 20251015 1394.0 1394.0 ... 2715.10 1385.0 1388.0 SA
156 SF510 20251015 5230.0 5240.0 ... 269.15 5226.0 5230.0 SF
157 SF511 20251015 5388.0 5452.0 ... 222611.24 5410.0 5378.0 SF
158 SF512 20251015 5334.0 5420.0 ... 124007.39 5388.0 5334.0 SF
159 SF601 20251015 5328.0 5408.0 ... 294943.74 5370.0 5334.0 SF
160 SF602 20251015 5274.0 5342.0 ... 101388.83 5314.0 5276.0 SF
161 SF603 20251015 5466.0 5518.0 ... 185376.43 5490.0 5450.0 SF
162 SF604 20251015 0.0 0.0 ... 0.00 5438.0 5436.0 SF
163 SF605 20251015 5430.0 5492.0 ... 4127.02 5464.0 5440.0 SF
164 SF606 20251015 5420.0 5454.0 ... 24.46 5436.0 5402.0 SF
165 SF607 20251015 5598.0 5624.0 ... 14.00 5602.0 5572.0 SF
166 SF608 20251015 5618.0 5618.0 ... 8.40 5598.0 5576.0 SF
167 SF609 20251015 5552.0 5594.0 ... 89.30 5582.0 5556.0 SF
168 SH510 20251015 0.0 0.0 ... 0.00 2400.0 2395.0 SH
169 SH511 20251015 2395.0 2431.0 ... 76267.25 2407.0 2405.0 SH
170 SH512 20251015 2445.0 2477.0 ... 119282.61 2458.0 2446.0 SH
171 SH601 20251015 2425.0 2454.0 ... 1873788.30 2434.0 2429.0 SH
172 SH602 20251015 2457.0 2486.0 ... 250959.48 2466.0 2467.0 SH
173 SH603 20251015 2467.0 2494.0 ... 222406.58 2475.0 2473.0 SH
174 SH604 20251015 2516.0 2537.0 ... 280.38 2526.0 2527.0 SH
175 SH605 20251015 2529.0 2550.0 ... 11536.77 2535.0 2534.0 SH
176 SH606 20251015 2559.0 2575.0 ... 223.03 2564.0 2570.0 SH
177 SH607 20251015 2560.0 2580.0 ... 169.50 2568.0 2576.0 SH
178 SH608 20251015 2585.0 2602.0 ... 171.05 2592.0 2601.0 SH
179 SH609 20251015 2589.0 2601.0 ... 210.30 2596.0 2597.0 SH
180 SM510 20251015 5662.0 5666.0 ... 676.38 5660.0 5614.0 SM
181 SM511 20251015 5736.0 5786.0 ... 26486.40 5754.0 5720.0 SM
182 SM512 20251015 5724.0 5794.0 ... 207807.25 5762.0 5720.0 SM
183 SM601 20251015 5726.0 5798.0 ... 481383.31 5766.0 5728.0 SM
184 SM602 20251015 5734.0 5802.0 ... 54919.11 5770.0 5734.0 SM
185 SM603 20251015 5744.0 5814.0 ... 284636.25 5782.0 5742.0 SM
186 SM604 20251015 5802.0 5802.0 ... 2.90 5802.0 5768.0 SM
187 SM605 20251015 5766.0 5826.0 ... 10073.96 5794.0 5758.0 SM
188 SM606 20251015 5816.0 5816.0 ... 5.80 5796.0 5760.0 SM
189 SM607 20251015 0.0 0.0 ... 0.00 5790.0 5778.0 SM
190 SM608 20251015 0.0 0.0 ... 0.00 5794.0 5792.0 SM
191 SM609 20251015 5814.0 5858.0 ... 588.33 5826.0 5800.0 SM
192 SR511 20251015 5430.0 5453.0 ... 27885.71 5427.0 5442.0 SR
193 SR601 20251015 5391.0 5416.0 ... 886959.35 5402.0 5400.0 SR
194 SR603 20251015 5384.0 5401.0 ... 171069.69 5388.0 5384.0 SR
195 SR605 20251015 5366.0 5385.0 ... 100926.42 5373.0 5374.0 SR
196 SR607 20251015 5378.0 5392.0 ... 3219.34 5384.0 5385.0 SR
197 SR609 20251015 5383.0 5402.0 ... 4563.29 5394.0 5393.0 SR
198 TA510 20251015 4346.0 4378.0 ... 2401.28 4370.0 4420.0 TA
199 TA511 20251015 4388.0 4392.0 ... 72997.90 4378.0 4432.0 TA
200 TA512 20251015 4394.0 4410.0 ... 152469.12 4394.0 4454.0 TA
201 TA601 20251015 4422.0 4428.0 ... 1264069.93 4412.0 4464.0 TA
202 TA602 20251015 4430.0 4442.0 ... 120455.17 4424.0 4486.0 TA
203 TA603 20251015 4446.0 4456.0 ... 51664.33 4438.0 4496.0 TA
204 TA604 20251015 4456.0 4466.0 ... 26.74 4456.0 4532.0 TA
205 TA605 20251015 4480.0 4488.0 ... 88227.81 4474.0 4522.0 TA
206 TA606 20251015 4482.0 4484.0 ... 26.85 4476.0 4510.0 TA
207 TA607 20251015 4482.0 4500.0 ... 17.96 4492.0 4550.0 TA
208 TA608 20251015 0.0 0.0 ... 0.00 4526.0 4558.0 TA
209 TA609 20251015 4540.0 4540.0 ... 3079.34 4512.0 4552.0 TA
210 UR510 20251015 1495.0 1509.0 ... 245.23 1495.0 1504.0 UR
211 UR511 20251015 1585.0 1586.0 ... 16278.40 1580.0 1578.0 UR
212 UR512 20251015 1585.0 1597.0 ... 25277.80 1590.0 1587.0 UR
213 UR601 20251015 1600.0 1611.0 ... 378430.22 1604.0 1602.0 UR
214 UR602 20251015 1601.0 1618.0 ... 14897.60 1612.0 1607.0 UR
215 UR603 20251015 1671.0 1673.0 ... 136.59 1666.0 1661.0 UR
216 UR604 20251015 1670.0 1671.0 ... 40.06 1669.0 1669.0 UR
217 UR605 20251015 1670.0 1680.0 ... 23994.85 1674.0 1672.0 UR
218 UR606 20251015 1682.0 1684.0 ... 235.17 1680.0 1676.0 UR
219 UR607 20251015 1708.0 1708.0 ... 6.83 1708.0 1710.0 UR
220 UR608 20251015 0.0 0.0 ... 0.00 1707.0 1707.0 UR
221 UR609 20251015 1709.0 1710.0 ... 204.83 1707.0 1705.0 UR
222 WH511 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:25:31,295 - future_1d - INFO - ak.get_czce_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 IC2510 20251015 7196.600 ... 7272.000 7159.800 IC
1 IC2511 20251015 7090.800 ... 7190.400 7072.000 IC
2 IC2512 20251015 7068.000 ... 7134.400 7018.600 IC
3 IC2603 20251015 6880.000 ... 6972.000 6857.000 IC
4 IF2510 20251015 4544.000 ... 4596.400 4531.000 IF
5 IF2511 20251015 4532.200 ... 4583.800 4513.400 IF
6 IF2512 20251015 4522.000 ... 4572.600 4499.200 IF
7 IF2603 20251015 4496.000 ... 4551.200 4477.200 IF
8 IH2510 20251015 2967.000 ... 2996.800 2958.400 IH
9 IH2511 20251015 2964.200 ... 2994.000 2952.200 IH
10 IH2512 20251015 2968.000 ... 2995.000 2953.000 IH
11 IH2603 20251015 2965.200 ... 2996.000 2953.800 IH
12 IM2510 20251015 7377.800 ... 7451.600 7338.200 IM
13 IM2511 20251015 7260.000 ... 7357.600 7234.400 IM
14 IM2512 20251015 7194.800 ... 7273.800 7148.600 IM
15 IM2603 20251015 6949.000 ... 7054.200 6926.000 IM
16 T2512 20251015 108.105 ... 108.100 108.190 T
17 T2603 20251015 107.785 ... 107.780 107.880 T
18 T2606 20251015 107.660 ... 107.705 107.795 T
19 TF2512 20251015 105.740 ... 105.715 105.765 TF
20 TF2603 20251015 105.630 ... 105.610 105.650 TF
21 TF2606 20251015 105.575 ... 105.615 105.650 TF
22 TL2512 20251015 114.450 ... 114.480 114.740 TL
23 TL2603 20251015 113.940 ... 114.160 114.420 TL
24 TL2606 20251015 114.170 ... 114.100 114.360 TL
25 TS2512 20251015 102.382 ... 102.372 102.386 TS
26 TS2603 20251015 102.292 ... 102.274 102.292 TS
27 TS2606 20251015 102.312 ... 102.316 102.334 TS
[28 rows x 12 columns]
2025-10-22 18:25:31,484 - future_1d - INFO - ak.get_cffex_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251015 442.4 447.1 ... 3636243.41 443.2 451.8 SC
1 SC2512 20251015 443.3 448.3 ... 2159802.1 444.9 452.5 SC
2 SC2601 20251015 444.2 449 ... 428988.28 445.5 452.5 SC
3 SC2602 20251015 444.1 449.1 ... 63456.69 445.9 453 SC
4 SC2603 20251015 446 448.8 ... 20087.83 447.3 452.7 SC
5 SC2604 20251015 445.6 450.2 ... 9106.51 448.5 453.6 SC
6 SC2605 20251015 445.6 450.8 ... 12840.45 448.9 454.5 SC
7 SC2606 20251015 446.2 451 ... 38123.9 450.1 455.6 SC
8 SC2607 20251015 450.3 450.5 ... 270.04 450 454.8 SC
9 SC2608 20251015 451.3 451.3 ... 225.31 450.6 455.3 SC
10 SC2609 20251015 451.5 452.4 ... 585.8 450.6 454.6 SC
11 SC2610 20251015 ... 0 449.7 449.7 SC
12 SC2612 20251015 452.2 452.2 ... 90.31 451.5 452.6 SC
13 SC2703 20251015 448.6 448.7 ... 89.73 448.6 451.6 SC
14 SC2706 20251015 ... 0 453.6 453.6 SC
15 SC2709 20251015 449.9 450 ... 89.99 449.9 450.6 SC
16 SC2712 20251015 ... 0 455 455 SC
17 SC2803 20251015 ... 0 449 449 SC
18 SC2806 20251015 447.2 449 ... 134.42 448 451.7 SC
19 SC2809 20251015 449.6 450 ... 493.86 448.9 452.9 SC
21 LU2511 20251015 3152 3163 ... 26735.659 3141 3204 LU
22 LU2512 20251015 3159 3178 ... 276488.889 3158 3216 LU
23 LU2601 20251015 3157 3182 ... 175230.353 3161 3210 LU
24 LU2602 20251015 3159 3178 ... 21516.756 3162 3205 LU
25 LU2603 20251015 3150 3177 ... 3154.537 3160 3206 LU
26 LU2604 20251015 3163 3169 ... 25.293 3161 3192 LU
27 LU2605 20251015 3166 3174 ... 104.406 3163 3200 LU
28 LU2606 20251015 3146 3170 ... 41.083 3160 3177 LU
29 LU2607 20251015 3186 3186 ... 241.356 3175 3206 LU
30 LU2608 20251015 3184 3184 ... 257.069 3173 3205 LU
31 LU2609 20251015 3147 3176 ... 151.669 3159 3188 LU
32 LU2610 20251015 3147 3161 ... 25.222 3152 3187 LU
34 NR2510 20251015 12015 12200 ... 484.3 12105 11925 NR
35 NR2511 20251015 11995 12240 ... 564802.63 12110 11990 NR
36 NR2512 20251015 11980 12195 ... 739506.95 12085 11985 NR
37 NR2601 20251015 12020 12180 ... 230462.74 12075 11995 NR
38 NR2602 20251015 11995 12195 ... 11119 12055 11995 NR
39 NR2603 20251015 12005 12115 ... 2284.07 12085 12020 NR
40 NR2604 20251015 11995 12100 ... 940.095 12050 12000 NR
41 NR2605 20251015 11900 12095 ... 337.335 12045 12020 NR
42 NR2606 20251015 12095 12135 ... 121.145 12110 12040 NR
43 NR2607 20251015 12170 12170 ... 36.47 12155 12115 NR
44 NR2608 20251015 12090 12090 ... 12.09 12090 12145 NR
45 NR2609 20251015 12125 12220 ... 36.565 12185 12250 NR
47 BC2510 20251015 ... 0 75040 75040 BC
48 BC2511 20251015 74820 76450 ... 485745.945 75490 76190 BC
49 BC2512 20251015 75020 76470 ... 34587.805 75350 76240 BC
50 BC2601 20251015 ... 0 76860 76860 BC
51 BC2602 20251015 ... 0 75800 75800 BC
52 BC2603 20251015 ... 0 75870 75800 BC
53 BC2604 20251015 ... 0 76520 76520 BC
54 BC2605 20251015 ... 0 75900 75900 BC
55 BC2606 20251015 ... 0 75880 75880 BC
56 BC2607 20251015 ... 0 76570 76570 BC
57 BC2608 20251015 ... 0 75800 75800 BC
58 BC2609 20251015 ... 0 76130 76130 BC
60 EC2510 20251015 1134.6 1135.5 ... 19247.4025 1128.2 1134.4 EC
61 EC2512 20251015 1690 1749.9 ... 365103.323 1713.4 1639 EC
62 EC2602 20251015 1482 1517.6 ... 60793.811 1481.1 1416.6 EC
63 EC2604 20251015 1150 1168 ... 25839.0295 1148.9 1112.5 EC
64 EC2606 20251015 1338 1338 ... 2532.7455 1315.7 1286.2 EC
65 EC2608 20251015 1445 1487.9 ... 1173.9275 1458.2 1424.4 EC
68 SC_TAS2511 20251015 ... SC_TAS
69 SC_TAS2512 20251015 ... SC_TAS
70 SC_TAS2601 20251015 ... SC_TAS
71 SC_TAS2602 20251015 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 18:25:31,562 - future_1d - INFO - ak.get_ine_daily('2025-10-15') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251015 ... 85080 85820 CU
1 1 CU2511 20251015 ... 84960 85710 CU
2 2 CU2512 20251015 ... 85000 85690 CU
3 3 CU2601 20251015 ... 84840 85610 CU
4 4 CU2602 20251015 ... 84750 85570 CU
5 5 CU2603 20251015 ... 84570 85750 CU
6 6 CU2604 20251015 ... 84860 85680 CU
7 7 CU2605 20251015 ... 84510 85680 CU
8 8 CU2606 20251015 ... 84560 85390 CU
9 9 CU2607 20251015 ... 84370 84950 CU
10 10 CU2608 20251015 ... 84550 85220 CU
11 11 CU2609 20251015 ... 84340 85270 CU
12 12 BC2510 20251015 ... 75040 75040 BC
13 13 BC2511 20251015 ... 75490 76190 BC
14 14 BC2512 20251015 ... 75350 76240 BC
15 15 BC2601 20251015 ... 76860 76860 BC
16 16 BC2602 20251015 ... 75800 75800 BC
17 17 BC2603 20251015 ... 75870 75800 BC
18 18 BC2604 20251015 ... 76520 76520 BC
19 19 BC2605 20251015 ... 75900 75900 BC
20 20 BC2606 20251015 ... 75880 75880 BC
21 21 BC2607 20251015 ... 76570 76570 BC
22 22 BC2608 20251015 ... 75800 75800 BC
23 23 BC2609 20251015 ... 76130 76130 BC
24 24 AL2510 20251015 ... 20850 20905 AL
25 25 AL2511 20251015 ... 20875 20930 AL
26 26 AL2512 20251015 ... 20895 20945 AL
27 27 AL2601 20251015 ... 20900 20950 AL
28 28 AL2602 20251015 ... 20890 20945 AL
29 29 AL2603 20251015 ... 20885 20945 AL
30 30 AL2604 20251015 ... 20910 20980 AL
31 31 AL2605 20251015 ... 20915 20995 AL
32 32 AL2606 20251015 ... 20890 20995 AL
33 33 AL2607 20251015 ... 20925 21015 AL
34 34 AL2608 20251015 ... 20930 21010 AL
35 35 AL2609 20251015 ... 20940 20995 AL
36 36 ZN2510 20251015 ... 21985 22205 ZN
37 37 ZN2511 20251015 ... 21995 22275 ZN
38 38 ZN2512 20251015 ... 22035 22310 ZN
39 39 ZN2601 20251015 ... 22065 22340 ZN
40 40 ZN2602 20251015 ... 22090 22370 ZN
41 41 ZN2603 20251015 ... 22125 22395 ZN
42 42 ZN2604 20251015 ... 22150 22415 ZN
43 43 ZN2605 20251015 ... 22180 22435 ZN
44 44 ZN2606 20251015 ... 22215 22475 ZN
45 45 ZN2607 20251015 ... 22200 22470 ZN
46 46 ZN2608 20251015 ... 22220 22475 ZN
47 47 ZN2609 20251015 ... 22275 22535 ZN
48 48 PB2510 20251015 ... 17080 17045 PB
49 49 PB2511 20251015 ... 17055 17085 PB
50 50 PB2512 20251015 ... 17085 17095 PB
51 51 PB2601 20251015 ... 17085 17090 PB
52 52 PB2602 20251015 ... 16990 17115 PB
53 53 PB2603 20251015 ... 17105 17105 PB
54 54 PB2604 20251015 ... 17190 17115 PB
55 55 PB2605 20251015 ... 17145 17125 PB
56 56 PB2606 20251015 ... 17195 17145 PB
57 57 PB2607 20251015 ... 17160 17160 PB
58 58 PB2608 20251015 ... 17200 17170 PB
59 59 PB2609 20251015 ... 17235 17225 PB
60 60 NI2510 20251015 ... 120650 120560 NI
61 61 NI2511 20251015 ... 121020 121080 NI
62 62 NI2512 20251015 ... 121170 121210 NI
63 63 NI2601 20251015 ... 121390 121470 NI
64 64 NI2602 20251015 ... 121600 121680 NI
65 65 NI2603 20251015 ... 121920 122000 NI
66 66 NI2604 20251015 ... 122100 122110 NI
67 67 NI2605 20251015 ... 122360 122240 NI
68 68 NI2606 20251015 ... 122570 122600 NI
69 69 NI2607 20251015 ... 122850 122680 NI
70 70 NI2608 20251015 ... 123210 123140 NI
71 71 NI2609 20251015 ... 123450 123520 NI
72 72 SN2510 20251015 ... 280420 281340 SN
73 73 SN2511 20251015 ... 280410 282140 SN
74 74 SN2512 20251015 ... 280740 282320 SN
75 75 SN2601 20251015 ... 281030 282460 SN
76 76 SN2602 20251015 ... 280790 282390 SN
77 77 SN2603 20251015 ... 280770 282460 SN
78 78 SN2604 20251015 ... 280770 282290 SN
79 79 SN2605 20251015 ... 280720 282370 SN
80 80 SN2606 20251015 ... 281340 282730 SN
81 81 SN2607 20251015 ... 280840 282610 SN
82 82 SN2608 20251015 ... 281330 283550 SN
83 83 SN2609 20251015 ... 282990 282990 SN
84 84 AO2510 20251015 ... 2757 2775 AO
85 85 AO2511 20251015 ... 2776 2783 AO
86 86 AO2512 20251015 ... 2788 2797 AO
87 87 AO2601 20251015 ... 2799 2807 AO
88 88 AO2602 20251015 ... 2818 2826 AO
89 89 AO2603 20251015 ... 2889 2897 AO
90 90 AO2604 20251015 ... 2901 2910 AO
91 91 AO2605 20251015 ... 2910 2918 AO
92 92 AO2606 20251015 ... 2922 2928 AO
93 93 AO2607 20251015 ... 2930 2937 AO
94 94 AO2608 20251015 ... 2945 2949 AO
95 95 AO2609 20251015 ... 2960 2967 AO
96 96 AD2511 20251015 ... 20330 20380 AD
97 97 AD2512 20251015 ... 20400 20440 AD
98 98 AD2601 20251015 ... 20445 20490 AD
99 99 AD2602 20251015 ... 20425 20485 AD
100 100 AD2603 20251015 ... 20420 20440 AD
101 101 AD2604 20251015 ... 20405 20420 AD
102 102 AD2605 20251015 ... 20340 20370 AD
103 103 AD2606 20251015 ... 20300 20420 AD
104 104 AD2607 20251015 ... 20270 20340 AD
105 105 AD2608 20251015 ... 20495 20495 AD
106 106 AD2609 20251015 ... 20495 20410 AD
107 107 AU2510 20251015 ... 962.24 942.4 AU
108 108 AU2511 20251015 ... 947.9 939.32 AU
109 109 AU2512 20251015 ... 948.92 940.64 AU
110 110 AU2602 20251015 ... 952.1 943.96 AU
111 111 AU2604 20251015 ... 953.3 946.46 AU
112 112 AU2606 20251015 ... 957.1 947.86 AU
113 113 AU2608 20251015 ... 958.84 952.96 AU
114 114 AU2610 20251015 ... 961.32 952.34 AU
115 115 AG2510 20251015 ... 12200 11714 AG
116 116 AG2511 20251015 ... 11689 11696 AG
117 117 AG2512 20251015 ... 11675 11697 AG
118 118 AG2601 20251015 ... 11677 11724 AG
119 119 AG2602 20251015 ... 11708 11734 AG
120 120 AG2603 20251015 ... 11700 11775 AG
121 121 AG2604 20251015 ... 11712 11788 AG
122 122 AG2605 20251015 ... 11712 11796 AG
123 123 AG2606 20251015 ... 11756 11791 AG
124 124 AG2607 20251015 ... 11765 11829 AG
125 125 AG2608 20251015 ... 11754 11813 AG
126 126 AG2609 20251015 ... 11808 11799 AG
127 127 RB2510 20251015 ... 2954 2975 RB
128 128 RB2511 20251015 ... 2987 2997 RB
129 129 RB2512 20251015 ... 3031 3043 RB
130 130 RB2601 20251015 ... 3044 3060 RB
131 131 RB2602 20251015 ... 3049 3067 RB
132 132 RB2603 20251015 ... 3074 3087 RB
133 133 RB2604 20251015 ... 3096 3102 RB
134 134 RB2605 20251015 ... 3099 3116 RB
135 135 RB2606 20251015 ... 3114 3130 RB
136 136 RB2607 20251015 ... 3136 3139 RB
137 137 RB2608 20251015 ... 3134 3151 RB
138 138 RB2609 20251015 ... 3143 3161 RB
139 139 WR2510 20251015 ... 3100 3069 WR
140 140 WR2511 20251015 ... 3270 3270 WR
141 141 WR2512 20251015 ... 3353 3309 WR
142 142 WR2601 20251015 ... 3342 3329 WR
143 143 WR2602 20251015 ... 3370 3370 WR
144 144 WR2603 20251015 ... 3361 3361 WR
145 145 WR2604 20251015 ... 3369 3369 WR
146 146 WR2605 20251015 ... 3364 3364 WR
147 147 WR2606 20251015 ... 3363 3360 WR
148 148 WR2607 20251015 ... 3416 3390 WR
149 149 WR2608 20251015 ... 3431 3431 WR
150 150 WR2609 20251015 ... 3430 3430 WR
151 151 HC2510 20251015 ... 3534 3442 HC
152 152 HC2511 20251015 ... 3282 3282 HC
153 153 HC2512 20251015 ... 3254 3262 HC
154 154 HC2601 20251015 ... 3225 3240 HC
155 155 HC2602 20251015 ... 3223 3240 HC
156 156 HC2603 20251015 ... 3233 3243 HC
157 157 HC2604 20251015 ... 3228 3241 HC
158 158 HC2605 20251015 ... 3235 3251 HC
159 159 HC2606 20251015 ... 3237 3245 HC
160 160 HC2607 20251015 ... 3245 3273 HC
161 161 HC2608 20251015 ... 3253 3277 HC
162 162 HC2609 20251015 ... 3259 3270 HC
163 163 SS2510 20251015 ... 12345 12315 SS
164 164 SS2511 20251015 ... 12525 12565 SS
165 165 SS2512 20251015 ... 12555 12590 SS
166 166 SS2601 20251015 ... 12655 12680 SS
167 167 SS2602 20251015 ... 12715 12745 SS
168 168 SS2603 20251015 ... 12795 12815 SS
169 169 SS2604 20251015 ... 12870 12885 SS
170 170 SS2605 20251015 ... 12925 12945 SS
171 171 SS2606 20251015 ... 13000 13025 SS
172 172 SS2607 20251015 ... 13035 13100 SS
173 173 SS2608 20251015 ... 13095 13125 SS
174 174 SS2609 20251015 ... 13170 13230 SS
175 175 SC2511 20251015 ... 443.2 451.8 SC
176 176 SC2512 20251015 ... 444.9 452.5 SC
177 177 SC2601 20251015 ... 445.5 452.5 SC
178 178 SC2602 20251015 ... 445.9 453 SC
179 179 SC2603 20251015 ... 447.3 452.7 SC
180 180 SC2604 20251015 ... 448.5 453.6 SC
181 181 SC2605 20251015 ... 448.9 454.5 SC
182 182 SC2606 20251015 ... 450.1 455.6 SC
183 183 SC2607 20251015 ... 450 454.8 SC
184 184 SC2608 20251015 ... 450.6 455.3 SC
185 185 SC2609 20251015 ... 450.6 454.6 SC
186 186 SC2610 20251015 ... 449.7 449.7 SC
187 187 SC2612 20251015 ... 451.5 452.6 SC
188 188 SC2703 20251015 ... 448.6 451.6 SC
189 189 SC2706 20251015 ... 453.6 453.6 SC
190 190 SC2709 20251015 ... 449.9 450.6 SC
191 191 SC2712 20251015 ... 455 455 SC
192 192 SC2803 20251015 ... 449 449 SC
193 193 SC2806 20251015 ... 448 451.7 SC
194 194 SC2809 20251015 ... 448.9 452.9 SC
195 195 LU2511 20251015 ... 3141 3204 LU
196 196 LU2512 20251015 ... 3158 3216 LU
197 197 LU2601 20251015 ... 3161 3210 LU
198 198 LU2602 20251015 ... 3162 3205 LU
199 199 LU2603 20251015 ... 3160 3206 LU
200 200 LU2604 20251015 ... 3161 3192 LU
201 201 LU2605 20251015 ... 3163 3200 LU
202 202 LU2606 20251015 ... 3160 3177 LU
203 203 LU2607 20251015 ... 3175 3206 LU
204 204 LU2608 20251015 ... 3173 3205 LU
205 205 LU2609 20251015 ... 3159 3188 LU
206 206 LU2610 20251015 ... 3152 3187 LU
207 207 FU2511 20251015 ... 2725 2763 FU
208 208 FU2512 20251015 ... 2685 2733 FU
209 209 FU2601 20251015 ... 2669 2714 FU
210 210 FU2602 20251015 ... 2652 2697 FU
211 211 FU2603 20251015 ... 2649 2693 FU
212 212 FU2604 20251015 ... 2647 2690 FU
213 213 FU2605 20251015 ... 2641 2680 FU
214 214 FU2606 20251015 ... 2634 2670 FU
215 215 FU2607 20251015 ... 2626 2659 FU
216 216 FU2608 20251015 ... 2600 2634 FU
217 217 FU2609 20251015 ... 2594 2628 FU
218 218 FU2610 20251015 ... 2584 2615 FU
219 219 BU2510 20251015 ... 3470 3470 BU
220 220 BU2511 20251015 ... 3261 3286 BU
221 221 BU2512 20251015 ... 3185 3208 BU
222 222 BU2601 20251015 ... 3149 3166 BU
223 223 BU2602 20251015 ... 3157 3172 BU
224 224 BU2603 20251015 ... 3180 3193 BU
225 225 BU2604 20251015 ... 3188 3191 BU
226 226 BU2605 20251015 ... 3194 3206 BU
227 227 BU2606 20251015 ... 3199 3207 BU
228 228 BU2607 20251015 ... 3222 3222 BU
229 229 BU2608 20251015 ... 3202 3197 BU
230 230 BU2609 20251015 ... 3202 3207 BU
231 231 BU2612 20251015 ... 3148 3155 BU
232 232 BU2703 20251015 ... 3161 3172 BU
233 233 BU2706 20251015 ... 3168 3175 BU
234 234 BU2709 20251015 ... 3172 3198 BU
235 235 BR2510 20251015 ... 10670 10670 BR
236 236 BR2511 20251015 ... 10805 10825 BR
237 237 BR2512 20251015 ... 10745 10790 BR
238 238 BR2601 20251015 ... 10740 10790 BR
239 239 BR2602 20251015 ... 10755 10780 BR
240 240 BR2603 20251015 ... 10760 10770 BR
241 241 BR2604 20251015 ... 10795 10795 BR
242 242 BR2605 20251015 ... 10800 10805 BR
243 243 BR2606 20251015 ... 10865 10810 BR
244 244 BR2607 20251015 ... 11025 11035 BR
245 245 BR2608 20251015 ... 11040 11040 BR
246 246 BR2609 20251015 ... 11080 11080 BR
247 247 RU2510 20251015 ... 14030 14165 RU
248 248 RU2511 20251015 ... 14095 14060 RU
249 249 RU2601 20251015 ... 14850 14855 RU
250 250 RU2603 20251015 ... 14835 14815 RU
251 251 RU2604 20251015 ... 14860 14855 RU
252 252 RU2605 20251015 ... 14855 14845 RU
253 253 RU2606 20251015 ... 14865 14850 RU
254 254 RU2607 20251015 ... 14905 14900 RU
255 255 RU2608 20251015 ... 14915 14925 RU
256 256 RU2609 20251015 ... 14905 14880 RU
257 257 NR2510 20251015 ... 12105 11925 NR
258 258 NR2511 20251015 ... 12110 11990 NR
259 259 NR2512 20251015 ... 12085 11985 NR
260 260 NR2601 20251015 ... 12075 11995 NR
261 261 NR2602 20251015 ... 12055 11995 NR
262 262 NR2603 20251015 ... 12085 12020 NR
263 263 NR2604 20251015 ... 12050 12000 NR
264 264 NR2605 20251015 ... 12045 12020 NR
265 265 NR2606 20251015 ... 12110 12040 NR
266 266 NR2607 20251015 ... 12155 12115 NR
267 267 NR2608 20251015 ... 12090 12145 NR
268 268 NR2609 20251015 ... 12185 12250 NR
269 269 SP2510 20251015 ... 4812 4812 SP
270 270 SP2511 20251015 ... 4854 4840 SP
271 271 SP2512 20251015 ... 4878 4864 SP
272 272 SP2601 20251015 ... 5174 5160 SP
273 273 SP2602 20251015 ... 5188 5170 SP
274 274 SP2603 20251015 ... 5206 5194 SP
275 275 SP2604 20251015 ... 5226 5206 SP
276 276 SP2605 20251015 ... 5240 5226 SP
277 277 SP2606 20251015 ... 5252 5234 SP
278 278 SP2607 20251015 ... 5248 5234 SP
279 279 SP2608 20251015 ... 5248 5240 SP
280 280 SP2609 20251015 ... 5244 5238 SP
281 281 OP2601 20251015 ... 4214 4208 OP
282 282 OP2602 20251015 ... 4224 4224 OP
283 283 OP2603 20251015 ... 4216 4218 OP
284 284 OP2604 20251015 ... 4232 4240 OP
285 285 OP2605 20251015 ... 4236 4232 OP
286 286 OP2606 20251015 ... 4202 4202 OP
287 287 OP2607 20251015 ... 4242 4242 OP
288 288 OP2608 20251015 ... 4268 4274 OP
289 289 OP2609 20251015 ... 4220 4220 OP
290 290 EC2510 20251015 ... 1128.2 1134.4 EC
291 291 EC2512 20251015 ... 1713.4 1639 EC
292 292 EC2602 20251015 ... 1481.1 1416.6 EC
293 293 EC2604 20251015 ... 1148.9 1112.5 EC
294 294 EC2606 20251015 ... 1315.7 1286.2 EC
295 295 EC2608 20251015 ... 1458.2 1424.4 EC
296 296 SC_TAS2511 20251015 ... SC_TAS
297 297 SC_TAS2512 20251015 ... SC_TAS
298 298 SC_TAS2601 20251015 ... SC_TAS
299 299 SC_TAS2602 20251015 ... SC_TAS
[300 rows x 13 columns]
2025-10-22 18:25:31,666 - future_1d - INFO - ak.get_shfe_daily('2025-10-15') done
2025-10-22 18:25:33,576 - future_1d - INFO - save future_daily 2025-10-15 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251016 0.0 ... 52555.0 50755.0 PS
1 PS2511 20251016 50690.0 ... 51755.0 50805.0 PS
2 PS2512 20251016 53160.0 ... 54225.0 53270.0 PS
3 PS2601 20251016 53280.0 ... 54180.0 53165.0 PS
4 PS2602 20251016 52830.0 ... 53995.0 52840.0 PS
5 PS2603 20251016 52705.0 ... 53925.0 52690.0 PS
6 PS2604 20251016 52790.0 ... 53825.0 52600.0 PS
7 PS2605 20251016 52985.0 ... 53700.0 52730.0 PS
8 PS2606 20251016 54475.0 ... 55560.0 54525.0 PS
9 PS2607 20251016 54050.0 ... 55495.0 54410.0 PS
10 PS2608 20251016 53775.0 ... 55065.0 54125.0 PS
11 PS2609 20251016 53780.0 ... 54750.0 53855.0 PS
13 SI2510 20251016 8620.0 ... 8615.0 8620.0 SI
14 SI2511 20251016 8555.0 ... 8575.0 8595.0 SI
15 SI2512 20251016 8955.0 ... 8955.0 8965.0 SI
16 SI2601 20251016 8885.0 ... 8895.0 8905.0 SI
17 SI2602 20251016 8915.0 ... 8890.0 8885.0 SI
18 SI2603 20251016 8890.0 ... 8895.0 8910.0 SI
19 SI2604 20251016 8880.0 ... 8920.0 8940.0 SI
20 SI2605 20251016 8880.0 ... 8925.0 8935.0 SI
21 SI2606 20251016 8940.0 ... 8930.0 8960.0 SI
22 SI2607 20251016 8950.0 ... 8950.0 8935.0 SI
23 SI2608 20251016 8895.0 ... 8965.0 8960.0 SI
24 SI2609 20251016 8950.0 ... 8965.0 8975.0 SI
27 LC2510 20251016 73600.0 ... 73660.0 73220.0 LC
28 LC2511 20251016 72820.0 ... 73820.0 73100.0 LC
29 LC2512 20251016 73000.0 ... 74080.0 73200.0 LC
30 LC2601 20251016 73200.0 ... 74060.0 73200.0 LC
31 LC2602 20251016 72720.0 ... 73780.0 73100.0 LC
32 LC2603 20251016 72800.0 ... 73820.0 72980.0 LC
33 LC2604 20251016 73540.0 ... 74340.0 73640.0 LC
34 LC2605 20251016 73500.0 ... 74320.0 73680.0 LC
35 LC2606 20251016 73580.0 ... 74200.0 73620.0 LC
36 LC2607 20251016 73320.0 ... 74220.0 73560.0 LC
37 LC2608 20251016 73980.0 ... 74460.0 73840.0 LC
38 LC2609 20251016 73820.0 ... 74460.0 73940.0 LC
[36 rows x 12 columns]
2025-10-22 18:25:38,322 - future_1d - INFO - ak.get_gfex_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 a2511 20251016 3971.00 ... 4000.00 3969.00 A
1 a2601 20251016 4002.00 ... 4020.00 3988.00 A
2 a2603 20251016 4001.00 ... 4022.00 3992.00 A
3 a2605 20251016 4026.00 ... 4053.00 4026.00 A
4 a2607 20251016 4032.00 ... 4049.00 4025.00 A
5 a2609 20251016 4033.00 ... 4053.00 4026.00 A
6 b2510 20251016 0.00 ... 3600.00 3600.00 B
7 b2511 20251016 3609.00 ... 3604.00 3603.00 B
8 b2512 20251016 3623.00 ... 3619.00 3614.00 B
9 b2601 20251016 3631.00 ... 3631.00 3624.00 B
10 b2602 20251016 3634.00 ... 3641.00 3632.00 B
11 b2603 20251016 3600.00 ... 3603.00 3594.00 B
12 b2604 20251016 3509.00 ... 3509.00 3508.00 B
13 b2605 20251016 3447.00 ... 3447.00 3442.00 B
14 b2606 20251016 3413.00 ... 3418.00 3414.00 B
15 b2607 20251016 3425.00 ... 3424.00 3420.00 B
16 b2608 20251016 3521.00 ... 3520.00 3516.00 B
17 b2609 20251016 3546.00 ... 3544.00 3536.00 B
18 bb2511 20251016 0.00 ... 144.50 144.50 BB
19 bb2601 20251016 147.35 ... 147.35 146.95 BB
20 bb2603 20251016 146.80 ... 146.90 147.10 BB
21 bb2605 20251016 0.00 ... 147.70 147.70 BB
22 bb2607 20251016 0.00 ... 152.40 152.60 BB
23 bb2609 20251016 0.00 ... 152.40 152.60 BB
24 bz2603 20251016 5595.00 ... 5589.00 5585.00 BZ
25 bz2604 20251016 5586.00 ... 5593.00 5576.00 BZ
26 bz2605 20251016 5586.00 ... 5571.00 5588.00 BZ
27 bz2606 20251016 5517.00 ... 5597.00 5573.00 BZ
28 bz2607 20251016 5530.00 ... 5530.00 5660.00 BZ
29 bz2608 20251016 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251016 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251016 2107.00 ... 2106.00 2097.00 C
32 c2601 20251016 2124.00 ... 2131.00 2119.00 C
33 c2603 20251016 2157.00 ... 2161.00 2148.00 C
34 c2605 20251016 2218.00 ... 2227.00 2208.00 C
35 c2607 20251016 2232.00 ... 2240.00 2223.00 C
36 c2609 20251016 2247.00 ... 2255.00 2238.00 C
37 cs2511 20251016 2399.00 ... 2389.00 2390.00 CS
38 cs2601 20251016 2415.00 ... 2416.00 2407.00 CS
39 cs2603 20251016 2434.00 ... 2434.00 2427.00 CS
40 cs2605 20251016 2530.00 ... 2535.00 2521.00 CS
41 cs2607 20251016 2541.00 ... 2549.00 2532.00 CS
42 cs2609 20251016 2583.00 ... 2587.00 2570.00 CS
43 eb2510 20251016 0.00 ... 6442.00 6442.00 EB
44 eb2511 20251016 6550.00 ... 6524.00 6544.00 EB
45 eb2512 20251016 6611.00 ... 6552.00 6566.00 EB
46 eb2601 20251016 6622.00 ... 6597.00 6609.00 EB
47 eb2602 20251016 6686.00 ... 6648.00 6667.00 EB
48 eb2603 20251016 6737.00 ... 6711.00 6727.00 EB
49 eb2604 20251016 6764.00 ... 6741.00 6765.00 EB
50 eb2605 20251016 6804.00 ... 6714.00 6795.00 EB
51 eb2606 20251016 6837.00 ... 6809.00 6828.00 EB
52 eb2607 20251016 6881.00 ... 6836.00 6852.00 EB
53 eb2608 20251016 6815.00 ... 6840.00 6870.00 EB
54 eb2609 20251016 6851.00 ... 6896.00 6889.00 EB
55 eg2510 20251016 4086.00 ... 4092.00 4089.00 EG
56 eg2511 20251016 4094.00 ... 4071.00 4073.00 EG
57 eg2512 20251016 4059.00 ... 4053.00 4054.00 EG
58 eg2601 20251016 4057.00 ... 4056.00 4048.00 EG
59 eg2602 20251016 4060.00 ... 4082.00 4053.00 EG
60 eg2603 20251016 4071.00 ... 4073.00 4074.00 EG
61 eg2604 20251016 4124.00 ... 4150.00 4135.00 EG
62 eg2605 20251016 4138.00 ... 4144.00 4134.00 EG
63 eg2606 20251016 4123.00 ... 4159.00 4143.00 EG
64 eg2607 20251016 0.00 ... 4171.00 4171.00 EG
65 eg2608 20251016 4161.00 ... 4163.00 4170.00 EG
66 eg2609 20251016 4171.00 ... 4171.00 4202.00 EG
67 fb2510 20251016 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251016 1253.50 ... 1253.50 1256.00 FB
69 fb2512 20251016 1255.00 ... 1255.50 1256.00 FB
70 fb2601 20251016 1262.50 ... 1263.00 1264.50 FB
71 fb2602 20251016 1265.00 ... 1264.00 1270.50 FB
72 fb2603 20251016 1262.50 ... 1260.00 1264.50 FB
73 fb2604 20251016 1263.00 ... 1261.50 1264.50 FB
74 fb2605 20251016 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251016 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251016 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251016 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251016 0.00 ... 1296.00 1296.00 FB
79 i2510 20251016 0.00 ... 806.00 806.00 I
80 i2511 20251016 796.50 ... 790.50 798.00 I
81 i2512 20251016 790.50 ... 784.00 792.00 I
82 i2601 20251016 780.00 ... 772.50 780.50 I
83 i2602 20251016 775.50 ... 770.50 779.50 I
84 i2603 20251016 772.50 ... 765.50 773.50 I
85 i2604 20251016 767.00 ... 761.00 768.50 I
86 i2605 20251016 757.00 ... 750.50 759.00 I
87 i2606 20251016 751.50 ... 745.50 753.00 I
88 i2607 20251016 747.00 ... 741.00 748.50 I
89 i2608 20251016 742.50 ... 736.00 743.00 I
90 i2609 20251016 734.00 ... 729.50 736.50 I
91 j2510 20251016 0.00 ... 1600.00 1600.00 J
92 j2511 20251016 1581.50 ... 1588.00 1578.00 J
93 j2512 20251016 1611.50 ... 1611.00 1607.00 J
94 j2601 20251016 1642.00 ... 1649.00 1635.50 J
95 j2602 20251016 1670.50 ... 1674.50 1663.00 J
96 j2603 20251016 1690.50 ... 1714.50 1676.50 J
97 j2604 20251016 1774.50 ... 1765.50 1762.50 J
98 j2605 20251016 1800.00 ... 1797.00 1781.50 J
99 j2606 20251016 1805.00 ... 1820.50 1814.00 J
100 j2607 20251016 0.00 ... 1833.50 1833.50 J
101 j2608 20251016 0.00 ... 1865.00 1865.00 J
102 j2609 20251016 1870.50 ... 1876.00 1864.50 J
103 jd2510 20251016 2790.00 ... 2750.00 2708.00 JD
104 jd2511 20251016 2856.00 ... 2834.00 2848.00 JD
105 jd2512 20251016 3013.00 ... 2990.00 3021.00 JD
106 jd2601 20251016 3203.00 ... 3180.00 3209.00 JD
107 jd2602 20251016 3027.00 ... 3000.00 3026.00 JD
108 jd2603 20251016 3037.00 ... 3015.00 3037.00 JD
109 jd2604 20251016 3156.00 ... 3137.00 3157.00 JD
110 jd2605 20251016 3346.00 ... 3342.00 3343.00 JD
111 jd2606 20251016 3234.00 ... 3233.00 3233.00 JD
112 jd2607 20251016 3474.00 ... 3482.00 3471.00 JD
113 jd2608 20251016 3973.00 ... 3966.00 3966.00 JD
114 jd2609 20251016 3868.00 ... 3862.00 3867.00 JD
115 jm2510 20251016 0.00 ... 999.00 999.00 JM
116 jm2511 20251016 1034.00 ... 1057.00 1024.00 JM
117 jm2512 20251016 1088.00 ... 1098.50 1080.50 JM
118 jm2601 20251016 1155.00 ... 1162.00 1147.00 JM
119 jm2602 20251016 1181.00 ... 1188.00 1172.50 JM
120 jm2603 20251016 1198.00 ... 1208.50 1190.00 JM
121 jm2604 20251016 1214.00 ... 1227.00 1204.50 JM
122 jm2605 20251016 1236.50 ... 1244.00 1222.00 JM
123 jm2606 20251016 1241.50 ... 1267.00 1241.50 JM
124 jm2607 20251016 1274.50 ... 1282.00 1262.50 JM
125 jm2608 20251016 1282.50 ... 1303.00 1284.50 JM
126 jm2609 20251016 1315.00 ... 1327.50 1305.00 JM
127 l2510 20251016 0.00 ... 6856.00 6856.00 L
128 l2511 20251016 6898.00 ... 6889.00 6895.00 L
129 l2512 20251016 6912.00 ... 6899.00 6906.00 L
130 l2601 20251016 6912.00 ... 6907.00 6908.00 L
131 l2602 20251016 6923.00 ... 6911.00 6910.00 L
132 l2603 20251016 6945.00 ... 6926.00 6931.00 L
133 l2604 20251016 6943.00 ... 6961.00 6940.00 L
134 l2605 20251016 6957.00 ... 6947.00 6940.00 L
135 l2606 20251016 6961.00 ... 6960.00 6947.00 L
136 l2607 20251016 6954.00 ... 6977.00 6975.00 L
137 l2608 20251016 6958.00 ... 6991.00 6994.00 L
138 l2609 20251016 6978.00 ... 6983.00 6969.00 L
139 lg2511 20251016 798.00 ... 796.00 792.50 LG
140 lg2601 20251016 820.00 ... 823.50 821.00 LG
141 lg2603 20251016 829.50 ... 829.50 828.00 LG
142 lg2605 20251016 827.50 ... 830.00 829.50 LG
143 lg2607 20251016 828.00 ... 829.50 830.00 LG
144 lg2609 20251016 0.00 ... 831.50 830.00 LG
145 lh2511 20251016 11430.00 ... 11300.00 11485.00 LH
146 lh2601 20251016 12175.00 ... 11975.00 12300.00 LH
147 lh2603 20251016 11665.00 ... 11565.00 11735.00 LH
148 lh2605 20251016 12300.00 ... 12185.00 12335.00 LH
149 lh2607 20251016 13180.00 ... 12990.00 13170.00 LH
150 lh2609 20251016 13900.00 ... 13805.00 13925.00 LH
151 m2511 20251016 2885.00 ... 2893.00 2894.00 M
152 m2512 20251016 2932.00 ... 2931.00 2930.00 M
153 m2601 20251016 2913.00 ... 2915.00 2914.00 M
154 m2603 20251016 2897.00 ... 2896.00 2893.00 M
155 m2605 20251016 2738.00 ... 2741.00 2737.00 M
156 m2607 20251016 2723.00 ... 2725.00 2721.00 M
157 m2608 20251016 2848.00 ... 2848.00 2845.00 M
158 m2609 20251016 2859.00 ... 2854.00 2850.00 M
159 p2510 20251016 0.00 ... 9120.00 9120.00 P
160 p2511 20251016 9242.00 ... 9236.00 9210.00 P
161 p2512 20251016 9280.00 ... 9278.00 9262.00 P
162 p2601 20251016 9330.00 ... 9326.00 9316.00 P
163 p2602 20251016 9326.00 ... 9328.00 9330.00 P
164 p2603 20251016 9342.00 ... 9336.00 9322.00 P
165 p2604 20251016 9306.00 ... 9322.00 9290.00 P
166 p2605 20251016 9246.00 ... 9256.00 9228.00 P
167 p2606 20251016 9158.00 ... 9168.00 9142.00 P
168 p2607 20251016 9064.00 ... 9078.00 9056.00 P
169 p2608 20251016 9000.00 ... 9000.00 8976.00 P
170 p2609 20251016 8930.00 ... 8952.00 8896.00 P
171 pg2510 20251016 4350.00 ... 4340.00 4248.00 PG
172 pg2511 20251016 4165.00 ... 4199.00 4141.00 PG
173 pg2512 20251016 4030.00 ... 4079.00 3993.00 PG
174 pg2601 20251016 3947.00 ... 3987.00 3908.00 PG
175 pg2602 20251016 3868.00 ... 3897.00 3836.00 PG
176 pg2603 20251016 3783.00 ... 3818.00 3757.00 PG
177 pg2604 20251016 4164.00 ... 4193.00 4152.00 PG
178 pg2605 20251016 4086.00 ... 4113.00 4067.00 PG
179 pg2606 20251016 4020.00 ... 4053.00 4006.00 PG
180 pg2607 20251016 3958.00 ... 3980.00 3950.00 PG
181 pg2608 20251016 3938.00 ... 3944.00 3905.00 PG
182 pg2609 20251016 3879.00 ... 3869.00 3848.00 PG
183 pp2510 20251016 6482.00 ... 6482.00 6482.00 PP
184 pp2511 20251016 6539.00 ... 6524.00 6519.00 PP
185 pp2512 20251016 6572.00 ... 6571.00 6562.00 PP
186 pp2601 20251016 6597.00 ... 6598.00 6590.00 PP
187 pp2602 20251016 6584.00 ... 6594.00 6585.00 PP
188 pp2603 20251016 6594.00 ... 6587.00 6593.00 PP
189 pp2604 20251016 6630.00 ... 6641.00 6611.00 PP
190 pp2605 20251016 6653.00 ... 6643.00 6642.00 PP
191 pp2606 20251016 6622.00 ... 6609.00 6612.00 PP
192 pp2607 20251016 6608.00 ... 6591.00 6603.00 PP
193 pp2608 20251016 6621.00 ... 6639.00 6628.00 PP
194 pp2609 20251016 6680.00 ... 6666.00 6673.00 PP
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196 rr2511 20251016 3624.00 ... 3615.00 3614.00 RR
197 rr2512 20251016 3607.00 ... 3606.00 3608.00 RR
198 rr2601 20251016 3627.00 ... 3626.00 3626.00 RR
199 rr2602 20251016 3617.00 ... 3614.00 3612.00 RR
200 rr2603 20251016 3613.00 ... 3612.00 3613.00 RR
201 rr2604 20251016 3615.00 ... 3615.00 3613.00 RR
202 rr2605 20251016 3609.00 ... 3609.00 3609.00 RR
203 rr2606 20251016 3610.00 ... 3606.00 3603.00 RR
204 rr2607 20251016 3617.00 ... 3611.00 3624.00 RR
205 rr2608 20251016 3601.00 ... 3601.00 3605.00 RR
206 rr2609 20251016 3608.00 ... 3608.00 3616.00 RR
207 v2510 20251016 4545.00 ... 4543.00 4561.00 V
208 v2511 20251016 4593.00 ... 4581.00 4593.00 V
209 v2512 20251016 4646.00 ... 4625.00 4635.00 V
210 v2601 20251016 4673.00 ... 4667.00 4680.00 V
211 v2602 20251016 4725.00 ... 4709.00 4727.00 V
212 v2603 20251016 4752.00 ... 4742.00 4758.00 V
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214 v2605 20251016 4996.00 ... 4981.00 4993.00 V
215 v2606 20251016 5007.00 ... 5007.00 5028.00 V
216 v2607 20251016 5039.00 ... 5042.00 5067.00 V
217 v2608 20251016 5087.00 ... 5087.00 5102.00 V
218 v2609 20251016 5130.00 ... 5124.00 5129.00 V
219 y2511 20251016 8254.00 ... 8248.00 8246.00 Y
220 y2512 20251016 8290.00 ... 8294.00 8280.00 Y
221 y2601 20251016 8250.00 ... 8252.00 8244.00 Y
222 y2603 20251016 8196.00 ... 8214.00 8198.00 Y
223 y2605 20251016 8050.00 ... 8054.00 8040.00 Y
224 y2607 20251016 8006.00 ... 8004.00 7982.00 Y
225 y2608 20251016 8014.00 ... 8010.00 7968.00 Y
226 y2609 20251016 7966.00 ... 7966.00 7946.00 Y
[227 rows x 12 columns]
2025-10-22 18:25:38,886 - future_1d - INFO - ak.get_dce_daily('2025-10-16') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251016 9185.0 9185.0 ... 266.28 9182.0 9160.0 AP
1 AP511 20251016 8694.0 8734.0 ... 4660.57 8631.0 8695.0 AP
2 AP512 20251016 8661.0 8661.0 ... 3014.99 8565.0 8660.0 AP
3 AP601 20251016 8677.0 8691.0 ... 1123836.67 8565.0 8668.0 AP
4 AP603 20251016 8594.0 8594.0 ... 1225.84 8454.0 8572.0 AP
5 AP604 20251016 8618.0 8622.0 ... 603.96 8506.0 8607.0 AP
6 AP605 20251016 8678.0 8705.0 ... 81915.60 8553.0 8678.0 AP
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8 CF601 20251016 13260.0 13335.0 ... 1114456.10 13290.0 13255.0 CF
9 CF603 20251016 13290.0 13355.0 ... 120126.53 13310.0 13285.0 CF
10 CF605 20251016 13325.0 13390.0 ... 209550.20 13345.0 13315.0 CF
11 CF607 20251016 13335.0 13400.0 ... 1103.38 13375.0 13345.0 CF
12 CF609 20251016 13495.0 13545.0 ... 2839.98 13525.0 13495.0 CF
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15 CJ603 20251016 11060.0 11310.0 ... 13742.26 11200.0 11055.0 CJ
16 CJ605 20251016 11185.0 11420.0 ... 201495.93 11310.0 11185.0 CJ
17 CJ607 20251016 11290.0 11500.0 ... 3395.35 11415.0 11270.0 CJ
18 CJ609 20251016 11400.0 11625.0 ... 2964.85 11535.0 11405.0 CJ
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20 CY511 20251016 19675.0 19770.0 ... 2464.93 19720.0 19675.0 CY
21 CY512 20251016 0.0 0.0 ... 0.00 19150.0 19100.0 CY
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25 CY604 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251016 0.0 0.0 ... 0.00 19570.0 19555.0 CY
27 CY606 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251016 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251016 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251016 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251016 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251016 1024.0 1042.0 ... 24408.65 1031.0 1031.0 FG
33 FG512 20251016 1139.0 1151.0 ... 92643.61 1138.0 1137.0 FG
34 FG601 20251016 1137.0 1148.0 ... 3410490.29 1137.0 1134.0 FG
35 FG602 20251016 1206.0 1217.0 ... 36946.81 1204.0 1203.0 FG
36 FG603 20251016 1211.0 1219.0 ... 110594.34 1206.0 1206.0 FG
37 FG604 20251016 1279.0 1285.0 ... 589.81 1271.0 1273.0 FG
38 FG605 20251016 1274.0 1285.0 ... 132654.29 1271.0 1273.0 FG
39 FG606 20251016 1316.0 1325.0 ... 835.95 1310.0 1312.0 FG
40 FG607 20251016 1318.0 1318.0 ... 879.77 1301.0 1304.0 FG
41 FG608 20251016 1355.0 1360.0 ... 1119.94 1353.0 1356.0 FG
42 FG609 20251016 1357.0 1360.0 ... 5266.15 1353.0 1356.0 FG
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44 JR601 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251016 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251016 2280.0 2302.0 ... 11338.26 2282.0 2277.0 MA
53 MA512 20251016 2301.0 2312.0 ... 88851.39 2293.0 2287.0 MA
54 MA601 20251016 2299.0 2320.0 ... 1764885.50 2296.0 2292.0 MA
55 MA602 20251016 2321.0 2342.0 ... 55981.34 2316.0 2308.0 MA
56 MA603 20251016 2329.0 2351.0 ... 101811.39 2328.0 2322.0 MA
57 MA604 20251016 2318.0 2344.0 ... 60.69 2334.0 2319.0 MA
58 MA605 20251016 2320.0 2327.0 ... 224906.55 2314.0 2308.0 MA
59 MA606 20251016 2321.0 2322.0 ... 53.18 2312.0 2312.0 MA
60 MA607 20251016 2300.0 2303.0 ... 41.30 2295.0 2292.0 MA
61 MA608 20251016 2283.0 2297.0 ... 16.04 2291.0 2281.0 MA
62 MA609 20251016 2272.0 2283.0 ... 2879.63 2266.0 2266.0 MA
63 OI511 20251016 10093.0 10132.0 ... 27428.07 10099.0 10099.0 OI
64 OI601 20251016 9935.0 9972.0 ... 1585087.06 9937.0 9939.0 OI
65 OI603 20251016 9737.0 9759.0 ... 185129.21 9735.0 9706.0 OI
66 OI605 20251016 9506.0 9517.0 ... 64679.88 9494.0 9485.0 OI
67 OI607 20251016 9456.0 9466.0 ... 982.26 9445.0 9420.0 OI
68 OI609 20251016 9404.0 9427.0 ... 960.26 9414.0 9401.0 OI
69 PF510 20251016 6080.0 6120.0 ... 48.72 6090.0 6088.0 PF
70 PF511 20251016 6084.0 6122.0 ... 48420.17 6098.0 6072.0 PF
71 PF512 20251016 6062.0 6098.0 ... 478410.44 6072.0 6040.0 PF
72 PF601 20251016 6090.0 6114.0 ... 94846.20 6088.0 6054.0 PF
73 PF602 20251016 6040.0 6100.0 ... 206910.32 6066.0 6024.0 PF
74 PF603 20251016 6026.0 6090.0 ... 62719.05 6052.0 6016.0 PF
75 PF604 20251016 6102.0 6140.0 ... 115.97 6104.0 6088.0 PF
76 PF605 20251016 6118.0 6138.0 ... 262.80 6112.0 6096.0 PF
77 PF606 20251016 6098.0 6102.0 ... 6.10 6100.0 6100.0 PF
78 PF607 20251016 6116.0 6154.0 ... 6.14 6136.0 6124.0 PF
79 PF608 20251016 6182.0 6182.0 ... 3.09 6182.0 6140.0 PF
80 PF609 20251016 6150.0 6198.0 ... 12.35 6174.0 6154.0 PF
81 PK510 20251016 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251016 7900.0 7900.0 ... 67678.11 7806.0 7884.0 PK
83 PK512 20251016 7930.0 7944.0 ... 157584.11 7890.0 7958.0 PK
84 PK601 20251016 8060.0 8060.0 ... 518144.61 7998.0 8058.0 PK
85 PK603 20251016 8110.0 8110.0 ... 159904.99 8058.0 8084.0 PK
86 PK604 20251016 8092.0 8094.0 ... 1344.17 8050.0 8086.0 PK
87 PK605 20251016 8126.0 8126.0 ... 22406.29 8074.0 8110.0 PK
88 PL601 20251016 6093.0 6124.0 ... 104191.85 6087.0 6085.0 PL
89 PL602 20251016 6116.0 6158.0 ... 32973.02 6124.0 6124.0 PL
90 PL603 20251016 6130.0 6159.0 ... 21462.11 6129.0 6124.0 PL
91 PL604 20251016 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251016 6097.0 6114.0 ... 36.63 6106.0 6080.0 PL
93 PL606 20251016 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251016 6103.0 6138.0 ... 73.43 6120.0 6211.0 PL
95 PL608 20251016 6106.0 6106.0 ... 12.21 6106.0 6277.0 PL
96 PL609 20251016 0.0 0.0 ... 0.00 6232.0 6232.0 PL
97 PM511 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251016 5586.0 5586.0 ... 16.76 5586.0 5638.0 PR
104 PR511 20251016 5582.0 5618.0 ... 20178.12 5596.0 5568.0 PR
105 PR512 20251016 5596.0 5622.0 ... 346068.28 5592.0 5560.0 PR
106 PR601 20251016 5562.0 5590.0 ... 356592.49 5560.0 5532.0 PR
107 PR602 20251016 5610.0 5632.0 ... 109032.49 5612.0 5576.0 PR
108 PR603 20251016 5590.0 5622.0 ... 117.65 5602.0 5574.0 PR
109 PR604 20251016 5600.0 5622.0 ... 50.45 5606.0 5594.0 PR
110 PR605 20251016 5620.0 5650.0 ... 118.09 5624.0 5612.0 PR
111 PR606 20251016 5656.0 5656.0 ... 8.48 5656.0 5652.0 PR
112 PR607 20251016 5660.0 5660.0 ... 25.45 5656.0 5670.0 PR
113 PR608 20251016 0.0 0.0 ... 0.00 5702.0 5688.0 PR
114 PR609 20251016 5678.0 5678.0 ... 8.52 5678.0 5692.0 PR
115 PX510 20251016 0.0 0.0 ... 3156.00 6326.0 6326.0 PX
116 PX511 20251016 6370.0 6392.0 ... 51062.42 6356.0 6316.0 PX
117 PX512 20251016 6358.0 6390.0 ... 116295.88 6354.0 6304.0 PX
118 PX601 20251016 6342.0 6386.0 ... 553914.28 6346.0 6296.0 PX
119 PX602 20251016 6354.0 6398.0 ... 202869.55 6356.0 6314.0 PX
120 PX603 20251016 6356.0 6400.0 ... 146825.16 6358.0 6320.0 PX
121 PX604 20251016 6358.0 6358.0 ... 3.18 6358.0 6344.0 PX
122 PX605 20251016 6398.0 6422.0 ... 3027.79 6394.0 6342.0 PX
123 PX606 20251016 6418.0 6426.0 ... 12.85 6424.0 6352.0 PX
124 PX607 20251016 0.0 0.0 ... 0.00 6418.0 6374.0 PX
125 PX608 20251016 0.0 0.0 ... 0.00 6434.0 6386.0 PX
126 PX609 20251016 6450.0 6454.0 ... 9.68 6452.0 6394.0 PX
127 RI511 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251016 2385.0 2409.0 ... 2813.23 2398.0 2387.0 RM
134 RM601 20251016 2361.0 2377.0 ... 328359.72 2365.0 2359.0 RM
135 RM603 20251016 2301.0 2313.0 ... 2947.40 2304.0 2297.0 RM
136 RM605 20251016 2300.0 2310.0 ... 68500.38 2302.0 2295.0 RM
137 RM607 20251016 2288.0 2299.0 ... 8377.28 2294.0 2286.0 RM
138 RM608 20251016 2396.0 2405.0 ... 309.84 2402.0 2393.0 RM
139 RM609 20251016 2389.0 2399.0 ... 2420.57 2394.0 2388.0 RM
140 RS511 20251016 5270.0 5275.0 ... 31.53 5256.0 5236.0 RS
141 RS607 20251016 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251016 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251016 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251016 1140.0 1148.0 ... 618.84 1138.0 1151.0 SA
145 SA511 20251016 1160.0 1166.0 ... 24200.26 1155.0 1162.0 SA
146 SA512 20251016 1225.0 1228.0 ... 161424.89 1217.0 1220.0 SA
147 SA601 20251016 1235.0 1240.0 ... 2821122.25 1227.0 1231.0 SA
148 SA602 20251016 1271.0 1277.0 ... 100529.67 1262.0 1267.0 SA
149 SA603 20251016 1286.0 1286.0 ... 189753.42 1269.0 1273.0 SA
150 SA604 20251016 1318.0 1322.0 ... 839.13 1311.0 1314.0 SA
151 SA605 20251016 1312.0 1327.0 ... 126298.26 1317.0 1319.0 SA
152 SA606 20251016 1335.0 1344.0 ... 777.83 1336.0 1339.0 SA
153 SA607 20251016 1337.0 1348.0 ... 1115.16 1340.0 1343.0 SA
154 SA608 20251016 1376.0 1383.0 ... 395.93 1375.0 1380.0 SA
155 SA609 20251016 1385.0 1389.0 ... 4943.81 1382.0 1385.0 SA
156 SF510 20251016 5250.0 5300.0 ... 147.45 5266.0 5226.0 SF
157 SF511 20251016 5374.0 5482.0 ... 153306.18 5430.0 5410.0 SF
158 SF512 20251016 5342.0 5470.0 ... 66454.87 5434.0 5388.0 SF
159 SF601 20251016 5332.0 5456.0 ... 423091.83 5410.0 5370.0 SF
160 SF602 20251016 5286.0 5414.0 ... 68186.85 5362.0 5314.0 SF
161 SF603 20251016 5464.0 5586.0 ... 108780.59 5532.0 5490.0 SF
162 SF604 20251016 5468.0 5538.0 ... 5.50 5504.0 5438.0 SF
163 SF605 20251016 5420.0 5556.0 ... 4437.25 5498.0 5464.0 SF
164 SF606 20251016 5410.0 5508.0 ... 51.68 5440.0 5436.0 SF
165 SF607 20251016 5580.0 5674.0 ... 47.85 5630.0 5602.0 SF
166 SF608 20251016 5632.0 5632.0 ... 2.82 5632.0 5598.0 SF
167 SF609 20251016 5554.0 5660.0 ... 106.79 5620.0 5582.0 SF
168 SH510 20251016 0.0 0.0 ... 0.00 2417.0 2400.0 SH
169 SH511 20251016 2418.0 2433.0 ... 35385.91 2424.0 2407.0 SH
170 SH512 20251016 2468.0 2487.0 ... 112669.73 2475.0 2458.0 SH
171 SH601 20251016 2446.0 2465.0 ... 1942132.93 2451.0 2434.0 SH
172 SH602 20251016 2475.0 2495.0 ... 297506.00 2477.0 2466.0 SH
173 SH603 20251016 2492.0 2501.0 ... 247580.43 2483.0 2475.0 SH
174 SH604 20251016 2537.0 2545.0 ... 144.76 2540.0 2526.0 SH
175 SH605 20251016 2541.0 2557.0 ... 12971.32 2546.0 2535.0 SH
176 SH606 20251016 2581.0 2585.0 ... 46.51 2584.0 2564.0 SH
177 SH607 20251016 2585.0 2588.0 ... 85.28 2584.0 2568.0 SH
178 SH608 20251016 2598.0 2612.0 ... 23.46 2607.0 2592.0 SH
179 SH609 20251016 2597.0 2610.0 ... 148.52 2606.0 2596.0 SH
180 SM510 20251016 5610.0 5642.0 ... 1174.49 5634.0 5660.0 SM
181 SM511 20251016 5690.0 5772.0 ... 16696.96 5744.0 5754.0 SM
182 SM512 20251016 5726.0 5780.0 ... 286597.53 5760.0 5762.0 SM
183 SM601 20251016 5734.0 5786.0 ... 371676.15 5758.0 5766.0 SM
184 SM602 20251016 5738.0 5788.0 ... 85538.56 5766.0 5770.0 SM
185 SM603 20251016 5736.0 5798.0 ... 312946.90 5778.0 5782.0 SM
186 SM604 20251016 0.0 0.0 ... 0.00 5788.0 5802.0 SM
187 SM605 20251016 5766.0 5816.0 ... 13157.59 5796.0 5794.0 SM
188 SM606 20251016 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251016 0.0 0.0 ... 0.00 5800.0 5790.0 SM
190 SM608 20251016 0.0 0.0 ... 0.00 5808.0 5794.0 SM
191 SM609 20251016 5800.0 5846.0 ... 705.19 5828.0 5826.0 SM
192 SR511 20251016 5414.0 5414.0 ... 16599.07 5395.0 5427.0 SR
193 SR601 20251016 5394.0 5412.0 ... 780361.11 5403.0 5402.0 SR
194 SR603 20251016 5381.0 5395.0 ... 165285.78 5387.0 5388.0 SR
195 SR605 20251016 5365.0 5377.0 ... 64185.43 5368.0 5373.0 SR
196 SR607 20251016 5370.0 5384.0 ... 1591.05 5375.0 5384.0 SR
197 SR609 20251016 5382.0 5393.0 ... 3960.57 5381.0 5394.0 SR
198 TA510 20251016 4382.0 4410.0 ... 2056.70 4400.0 4370.0 TA
199 TA511 20251016 4400.0 4430.0 ... 44114.52 4410.0 4378.0 TA
200 TA512 20251016 4410.0 4446.0 ... 151516.62 4420.0 4394.0 TA
201 TA601 20251016 4442.0 4466.0 ... 1398005.58 4442.0 4412.0 TA
202 TA602 20251016 4460.0 4480.0 ... 153250.12 4452.0 4424.0 TA
203 TA603 20251016 4480.0 4496.0 ... 79583.40 4470.0 4438.0 TA
204 TA604 20251016 4488.0 4504.0 ... 38.07 4480.0 4456.0 TA
205 TA605 20251016 4490.0 4524.0 ... 91544.22 4504.0 4474.0 TA
206 TA606 20251016 4520.0 4526.0 ... 15.84 4524.0 4476.0 TA
207 TA607 20251016 0.0 0.0 ... 0.00 4526.0 4492.0 TA
208 TA608 20251016 0.0 0.0 ... 0.00 4538.0 4526.0 TA
209 TA609 20251016 4532.0 4550.0 ... 1390.92 4538.0 4512.0 TA
210 UR510 20251016 1495.0 1495.0 ... 301.99 1495.0 1495.0 UR
211 UR511 20251016 1575.0 1585.0 ... 11581.73 1573.0 1580.0 UR
212 UR512 20251016 1585.0 1597.0 ... 31846.83 1587.0 1590.0 UR
213 UR601 20251016 1599.0 1610.0 ... 495547.68 1597.0 1604.0 UR
214 UR602 20251016 1606.0 1617.0 ... 18143.87 1608.0 1612.0 UR
215 UR603 20251016 1665.0 1668.0 ... 238.29 1655.0 1666.0 UR
216 UR604 20251016 1667.0 1673.0 ... 36.71 1669.0 1669.0 UR
217 UR605 20251016 1669.0 1680.0 ... 46618.44 1670.0 1674.0 UR
218 UR606 20251016 1670.0 1686.0 ... 338.12 1674.0 1680.0 UR
219 UR607 20251016 1703.0 1719.0 ... 81.94 1707.0 1708.0 UR
220 UR608 20251016 1700.0 1715.0 ... 102.37 1706.0 1707.0 UR
221 UR609 20251016 1700.0 1712.0 ... 446.55 1704.0 1707.0 UR
222 WH511 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:25:39,210 - future_1d - INFO - ak.get_czce_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 IC2510 20251016 7242.200 ... 7212.600 7272.000 IC
1 IC2511 20251016 7183.200 ... 7111.800 7190.400 IC
2 IC2512 20251016 7123.000 ... 7046.600 7134.400 IC
3 IC2603 20251016 6957.800 ... 6881.600 6972.000 IC
4 IF2510 20251016 4596.400 ... 4611.200 4596.400 IF
5 IF2511 20251016 4573.000 ... 4596.800 4583.800 IF
6 IF2512 20251016 4561.000 ... 4585.800 4572.600 IF
7 IF2603 20251016 4546.400 ... 4564.200 4551.200 IF
8 IH2510 20251016 2994.600 ... 3018.000 2996.800 IH
9 IH2511 20251016 2994.200 ... 3017.200 2994.000 IH
10 IH2512 20251016 2991.000 ... 3017.400 2995.000 IH
11 IH2603 20251016 2989.600 ... 3016.800 2996.000 IH
12 IM2510 20251016 7440.400 ... 7394.000 7451.600 IM
13 IM2511 20251016 7334.000 ... 7276.800 7357.600 IM
14 IM2512 20251016 7255.000 ... 7190.600 7273.800 IM
15 IM2603 20251016 7040.000 ... 6971.400 7054.200 IM
16 T2512 20251016 108.115 ... 108.160 108.100 T
17 T2603 20251016 107.800 ... 107.865 107.780 T
18 T2606 20251016 107.720 ... 107.775 107.705 T
19 TF2512 20251016 105.710 ... 105.705 105.715 TF
20 TF2603 20251016 105.640 ... 105.610 105.610 TF
21 TF2606 20251016 105.610 ... 105.630 105.615 TF
22 TL2512 20251016 114.660 ... 115.020 114.480 TL
23 TL2603 20251016 114.450 ... 114.720 114.160 TL
24 TL2606 20251016 114.280 ... 114.590 114.100 TL
25 TS2512 20251016 102.382 ... 102.368 102.372 TS
26 TS2603 20251016 102.276 ... 102.280 102.274 TS
27 TS2606 20251016 102.316 ... 102.316 102.316 TS
[28 rows x 12 columns]
2025-10-22 18:25:39,424 - future_1d - INFO - ak.get_cffex_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 SC2511 20251016 446.7 ... 443.2 443.2 SC
1 SC2512 20251016 449.6 ... 445.6 444.9 SC
2 SC2601 20251016 450 ... 446 445.5 SC
3 SC2602 20251016 448 ... 446.7 445.9 SC
4 SC2603 20251016 449.5 ... 447.3 447.3 SC
5 SC2604 20251016 452.9 ... 448.3 448.5 SC
6 SC2605 20251016 451.2 ... 449.4 448.9 SC
7 SC2606 20251016 451.9 ... 449.9 450.1 SC
8 SC2607 20251016 453.3 ... 451.9 450 SC
9 SC2608 20251016 448 ... 452.2 450.6 SC
10 SC2609 20251016 453.2 ... 451.7 450.6 SC
11 SC2610 20251016 ... 449.7 449.7 SC
12 SC2612 20251016 451.8 ... 451.8 451.5 SC
13 SC2703 20251016 ... 450.7 448.6 SC
14 SC2706 20251016 ... 453.6 453.6 SC
15 SC2709 20251016 ... 450.2 449.9 SC
16 SC2712 20251016 450.6 ... 450.6 455 SC
17 SC2803 20251016 ... 449.9 449 SC
18 SC2806 20251016 456.9 ... 453.5 448 SC
19 SC2809 20251016 450 ... 451.8 448.9 SC
21 LU2511 20251016 3164 ... 3147 3141 LU
22 LU2512 20251016 3175 ... 3163 3158 LU
23 LU2601 20251016 3179 ... 3163 3161 LU
24 LU2602 20251016 3182 ... 3166 3162 LU
25 LU2603 20251016 3197 ... 3165 3160 LU
26 LU2604 20251016 3191 ... 3176 3161 LU
27 LU2605 20251016 3190 ... 3184 3163 LU
28 LU2606 20251016 3190 ... 3192 3160 LU
29 LU2607 20251016 3191 ... 3191 3175 LU
30 LU2608 20251016 3197 ... 3192 3173 LU
31 LU2609 20251016 3197 ... 3192 3159 LU
32 LU2610 20251016 3182 ... 3185 3152 LU
34 NR2511 20251016 12240 ... 12295 12110 NR
35 NR2512 20251016 12205 ... 12245 12085 NR
36 NR2601 20251016 12215 ... 12215 12075 NR
37 NR2602 20251016 12120 ... 12195 12055 NR
38 NR2603 20251016 12105 ... 12185 12085 NR
39 NR2604 20251016 12110 ... 12145 12050 NR
40 NR2605 20251016 12065 ... 12165 12045 NR
41 NR2606 20251016 ... 12140 12110 NR
42 NR2607 20251016 12100 ... 12100 12155 NR
43 NR2608 20251016 ... 12090 12090 NR
44 NR2609 20251016 12180 ... 12180 12185 NR
45 NR2610 20251016 ... 12185 12185 NR
47 BC2511 20251016 75750 ... 75500 75490 BC
48 BC2512 20251016 75850 ... 75590 75350 BC
49 BC2601 20251016 ... 76570 76860 BC
50 BC2602 20251016 ... 75800 75800 BC
51 BC2603 20251016 ... 75870 75870 BC
52 BC2604 20251016 ... 76520 76520 BC
53 BC2605 20251016 ... 75900 75900 BC
54 BC2606 20251016 ... 75880 75880 BC
55 BC2607 20251016 ... 76570 76570 BC
56 BC2608 20251016 ... 75800 75800 BC
57 BC2609 20251016 ... 76130 76130 BC
58 BC2610 20251016 ... 76130 76130 BC
60 EC2510 20251016 1120 ... 1112 1128.2 EC
61 EC2512 20251016 1690.1 ... 1663 1713.4 EC
62 EC2602 20251016 1452.5 ... 1427.9 1481.1 EC
63 EC2604 20251016 1133 ... 1114.5 1148.9 EC
64 EC2606 20251016 1306.6 ... 1283.7 1315.7 EC
65 EC2608 20251016 1440.4 ... 1418.2 1458.2 EC
68 SC_TAS2511 20251016 ... SC_TAS
69 SC_TAS2512 20251016 ... SC_TAS
70 SC_TAS2601 20251016 ... SC_TAS
71 SC_TAS2602 20251016 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 18:25:39,523 - future_1d - INFO - ak.get_ine_daily('2025-10-16') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251016 ... 85040 84960 CU
1 1 CU2512 20251016 ... 85060 85000 CU
2 2 CU2601 20251016 ... 85010 84840 CU
3 3 CU2602 20251016 ... 84870 84750 CU
4 4 CU2603 20251016 ... 84830 84570 CU
5 5 CU2604 20251016 ... 84800 84860 CU
6 6 CU2605 20251016 ... 84710 84510 CU
7 7 CU2606 20251016 ... 84690 84560 CU
8 8 CU2607 20251016 ... 84460 84370 CU
9 9 CU2608 20251016 ... 84470 84550 CU
10 10 CU2609 20251016 ... 84310 84340 CU
11 11 CU2610 20251016 ... 84110 84340 CU
12 12 BC2511 20251016 ... 75500 75490 BC
13 13 BC2512 20251016 ... 75590 75350 BC
14 14 BC2601 20251016 ... 76570 76860 BC
15 15 BC2602 20251016 ... 75800 75800 BC
16 16 BC2603 20251016 ... 75870 75870 BC
17 17 BC2604 20251016 ... 76520 76520 BC
18 18 BC2605 20251016 ... 75900 75900 BC
19 19 BC2606 20251016 ... 75880 75880 BC
20 20 BC2607 20251016 ... 76570 76570 BC
21 21 BC2608 20251016 ... 75800 75800 BC
22 22 BC2609 20251016 ... 76130 76130 BC
23 23 BC2610 20251016 ... 76130 76130 BC
24 24 AL2511 20251016 ... 20910 20875 AL
25 25 AL2512 20251016 ... 20935 20895 AL
26 26 AL2601 20251016 ... 20940 20900 AL
27 27 AL2602 20251016 ... 20935 20890 AL
28 28 AL2603 20251016 ... 20955 20885 AL
29 29 AL2604 20251016 ... 20985 20910 AL
30 30 AL2605 20251016 ... 20990 20915 AL
31 31 AL2606 20251016 ... 21010 20890 AL
32 32 AL2607 20251016 ... 20970 20925 AL
33 33 AL2608 20251016 ... 20990 20930 AL
34 34 AL2609 20251016 ... 20970 20940 AL
35 35 AL2610 20251016 ... 20985 20940 AL
36 36 ZN2511 20251016 ... 21950 21995 ZN
37 37 ZN2512 20251016 ... 21980 22035 ZN
38 38 ZN2601 20251016 ... 22015 22065 ZN
39 39 ZN2602 20251016 ... 22050 22090 ZN
40 40 ZN2603 20251016 ... 22080 22125 ZN
41 41 ZN2604 20251016 ... 22120 22150 ZN
42 42 ZN2605 20251016 ... 22140 22180 ZN
43 43 ZN2606 20251016 ... 22175 22215 ZN
44 44 ZN2607 20251016 ... 22175 22200 ZN
45 45 ZN2608 20251016 ... 22225 22220 ZN
46 46 ZN2609 20251016 ... 22255 22275 ZN
47 47 ZN2610 20251016 ... 22100 22275 ZN
48 48 PB2511 20251016 ... 17115 17055 PB
49 49 PB2512 20251016 ... 17135 17085 PB
50 50 PB2601 20251016 ... 17135 17085 PB
51 51 PB2602 20251016 ... 17120 16990 PB
52 52 PB2603 20251016 ... 17170 17105 PB
53 53 PB2604 20251016 ... 17190 17190 PB
54 54 PB2605 20251016 ... 17230 17145 PB
55 55 PB2606 20251016 ... 17230 17195 PB
56 56 PB2607 20251016 ... 17160 17160 PB
57 57 PB2608 20251016 ... 17245 17200 PB
58 58 PB2609 20251016 ... 17255 17235 PB
59 59 PB2610 20251016 ... 17235 17235 PB
60 60 NI2511 20251016 ... 120920 121020 NI
61 61 NI2512 20251016 ... 121070 121170 NI
62 62 NI2601 20251016 ... 121290 121390 NI
63 63 NI2602 20251016 ... 121520 121600 NI
64 64 NI2603 20251016 ... 121790 121920 NI
65 65 NI2604 20251016 ... 122050 122100 NI
66 66 NI2605 20251016 ... 122200 122360 NI
67 67 NI2606 20251016 ... 122390 122570 NI
68 68 NI2607 20251016 ... 122720 122850 NI
69 69 NI2608 20251016 ... 123000 123210 NI
70 70 NI2609 20251016 ... 123310 123450 NI
71 71 NI2610 20251016 ... 123480 123450 NI
72 72 SN2511 20251016 ... 280030 280410 SN
73 73 SN2512 20251016 ... 280450 280740 SN
74 74 SN2601 20251016 ... 280580 281030 SN
75 75 SN2602 20251016 ... 280680 280790 SN
76 76 SN2603 20251016 ... 280540 280770 SN
77 77 SN2604 20251016 ... 280560 280770 SN
78 78 SN2605 20251016 ... 280280 280720 SN
79 79 SN2606 20251016 ... 280690 281340 SN
80 80 SN2607 20251016 ... 281020 280840 SN
81 81 SN2608 20251016 ... 281860 281330 SN
82 82 SN2609 20251016 ... 282990 282990 SN
83 83 SN2610 20251016 ... 282070 282990 SN
84 84 AO2511 20251016 ... 2763 2776 AO
85 85 AO2512 20251016 ... 2773 2788 AO
86 86 AO2601 20251016 ... 2784 2799 AO
87 87 AO2602 20251016 ... 2806 2818 AO
88 88 AO2603 20251016 ... 2878 2889 AO
89 89 AO2604 20251016 ... 2894 2901 AO
90 90 AO2605 20251016 ... 2900 2910 AO
91 91 AO2606 20251016 ... 2914 2922 AO
92 92 AO2607 20251016 ... 2923 2930 AO
93 93 AO2608 20251016 ... 2932 2945 AO
94 94 AO2609 20251016 ... 2949 2960 AO
95 95 AO2610 20251016 ... 2946 2960 AO
96 96 AD2511 20251016 ... 20370 20330 AD
97 97 AD2512 20251016 ... 20435 20400 AD
98 98 AD2601 20251016 ... 20480 20445 AD
99 99 AD2602 20251016 ... 20460 20425 AD
100 100 AD2603 20251016 ... 20420 20420 AD
101 101 AD2604 20251016 ... 20420 20405 AD
102 102 AD2605 20251016 ... 20405 20340 AD
103 103 AD2606 20251016 ... 20300 20300 AD
104 104 AD2607 20251016 ... 20270 20270 AD
105 105 AD2608 20251016 ... 20495 20495 AD
106 106 AD2609 20251016 ... 20495 20495 AD
107 107 AD2610 20251016 ... 20495 20495 AD
108 108 AU2511 20251016 ... 963.74 947.9 AU
109 109 AU2512 20251016 ... 963 948.92 AU
110 110 AU2601 20251016 ... 966.54 948.92 AU
111 111 AU2602 20251016 ... 965.94 952.1 AU
112 112 AU2604 20251016 ... 967.76 953.3 AU
113 113 AU2606 20251016 ... 970.88 957.1 AU
114 114 AU2608 20251016 ... 973.76 958.84 AU
115 115 AU2610 20251016 ... 976.74 961.32 AU
116 116 AG2511 20251016 ... 12004 11689 AG
117 117 AG2512 20251016 ... 12002 11675 AG
118 118 AG2601 20251016 ... 12009 11677 AG
119 119 AG2602 20251016 ... 12026 11708 AG
120 120 AG2603 20251016 ... 12045 11700 AG
121 121 AG2604 20251016 ... 12045 11712 AG
122 122 AG2605 20251016 ... 12055 11712 AG
123 123 AG2606 20251016 ... 12077 11756 AG
124 124 AG2607 20251016 ... 12085 11765 AG
125 125 AG2608 20251016 ... 12095 11754 AG
126 126 AG2609 20251016 ... 12125 11808 AG
127 127 AG2610 20251016 ... 12147 11808 AG
128 128 RB2511 20251016 ... 2971 2987 RB
129 129 RB2512 20251016 ... 3017 3031 RB
130 130 RB2601 20251016 ... 3036 3044 RB
131 131 RB2602 20251016 ... 3043 3049 RB
132 132 RB2603 20251016 ... 3064 3074 RB
133 133 RB2604 20251016 ... 3079 3096 RB
134 134 RB2605 20251016 ... 3087 3099 RB
135 135 RB2606 20251016 ... 3103 3114 RB
136 136 RB2607 20251016 ... 3111 3136 RB
137 137 RB2608 20251016 ... 3122 3134 RB
138 138 RB2609 20251016 ... 3129 3143 RB
139 139 RB2610 20251016 ... 3134 3143 RB
140 140 WR2511 20251016 ... 3270 3270 WR
141 141 WR2512 20251016 ... 3353 3353 WR
142 142 WR2601 20251016 ... 3336 3342 WR
143 143 WR2602 20251016 ... 3383 3370 WR
144 144 WR2603 20251016 ... 3361 3361 WR
145 145 WR2604 20251016 ... 3369 3369 WR
146 146 WR2605 20251016 ... 3365 3364 WR
147 147 WR2606 20251016 ... 3363 3363 WR
148 148 WR2607 20251016 ... 3416 3416 WR
149 149 WR2608 20251016 ... 3461 3431 WR
150 150 WR2609 20251016 ... 3430 3430 WR
151 151 WR2610 20251016 ... 3430 3430 WR
152 152 HC2511 20251016 ... 3255 3282 HC
153 153 HC2512 20251016 ... 3249 3254 HC
154 154 HC2601 20251016 ... 3209 3225 HC
155 155 HC2602 20251016 ... 3215 3223 HC
156 156 HC2603 20251016 ... 3215 3233 HC
157 157 HC2604 20251016 ... 3215 3228 HC
158 158 HC2605 20251016 ... 3220 3235 HC
159 159 HC2606 20251016 ... 3226 3237 HC
160 160 HC2607 20251016 ... 3228 3245 HC
161 161 HC2608 20251016 ... 3231 3253 HC
162 162 HC2609 20251016 ... 3240 3259 HC
163 163 HC2610 20251016 ... 3240 3259 HC
164 164 SS2511 20251016 ... 12515 12525 SS
165 165 SS2512 20251016 ... 12545 12555 SS
166 166 SS2601 20251016 ... 12635 12655 SS
167 167 SS2602 20251016 ... 12690 12715 SS
168 168 SS2603 20251016 ... 12760 12795 SS
169 169 SS2604 20251016 ... 12845 12870 SS
170 170 SS2605 20251016 ... 12910 12925 SS
171 171 SS2606 20251016 ... 12960 13000 SS
172 172 SS2607 20251016 ... 13000 13035 SS
173 173 SS2608 20251016 ... 13080 13095 SS
174 174 SS2609 20251016 ... 13120 13170 SS
175 175 SS2610 20251016 ... 13210 13170 SS
176 176 SC2511 20251016 ... 443.2 443.2 SC
177 177 SC2512 20251016 ... 445.6 444.9 SC
178 178 SC2601 20251016 ... 446 445.5 SC
179 179 SC2602 20251016 ... 446.7 445.9 SC
180 180 SC2603 20251016 ... 447.3 447.3 SC
181 181 SC2604 20251016 ... 448.3 448.5 SC
182 182 SC2605 20251016 ... 449.4 448.9 SC
183 183 SC2606 20251016 ... 449.9 450.1 SC
184 184 SC2607 20251016 ... 451.9 450 SC
185 185 SC2608 20251016 ... 452.2 450.6 SC
186 186 SC2609 20251016 ... 451.7 450.6 SC
187 187 SC2610 20251016 ... 449.7 449.7 SC
188 188 SC2612 20251016 ... 451.8 451.5 SC
189 189 SC2703 20251016 ... 450.7 448.6 SC
190 190 SC2706 20251016 ... 453.6 453.6 SC
191 191 SC2709 20251016 ... 450.2 449.9 SC
192 192 SC2712 20251016 ... 450.6 455 SC
193 193 SC2803 20251016 ... 449.9 449 SC
194 194 SC2806 20251016 ... 453.5 448 SC
195 195 SC2809 20251016 ... 451.8 448.9 SC
196 196 LU2511 20251016 ... 3147 3141 LU
197 197 LU2512 20251016 ... 3163 3158 LU
198 198 LU2601 20251016 ... 3163 3161 LU
199 199 LU2602 20251016 ... 3166 3162 LU
200 200 LU2603 20251016 ... 3165 3160 LU
201 201 LU2604 20251016 ... 3176 3161 LU
202 202 LU2605 20251016 ... 3184 3163 LU
203 203 LU2606 20251016 ... 3192 3160 LU
204 204 LU2607 20251016 ... 3191 3175 LU
205 205 LU2608 20251016 ... 3192 3173 LU
206 206 LU2609 20251016 ... 3192 3159 LU
207 207 LU2610 20251016 ... 3185 3152 LU
208 208 FU2511 20251016 ... 2761 2725 FU
209 209 FU2512 20251016 ... 2718 2685 FU
210 210 FU2601 20251016 ... 2694 2669 FU
211 211 FU2602 20251016 ... 2675 2652 FU
212 212 FU2603 20251016 ... 2666 2649 FU
213 213 FU2604 20251016 ... 2663 2647 FU
214 214 FU2605 20251016 ... 2657 2641 FU
215 215 FU2606 20251016 ... 2647 2634 FU
216 216 FU2607 20251016 ... 2642 2626 FU
217 217 FU2608 20251016 ... 2612 2600 FU
218 218 FU2609 20251016 ... 2606 2594 FU
219 219 FU2610 20251016 ... 2595 2584 FU
220 220 BU2511 20251016 ... 3265 3261 BU
221 221 BU2512 20251016 ... 3191 3185 BU
222 222 BU2601 20251016 ... 3161 3149 BU
223 223 BU2602 20251016 ... 3171 3157 BU
224 224 BU2603 20251016 ... 3195 3180 BU
225 225 BU2604 20251016 ... 3199 3188 BU
226 226 BU2605 20251016 ... 3202 3194 BU
227 227 BU2606 20251016 ... 3206 3199 BU
228 228 BU2607 20251016 ... 3213 3222 BU
229 229 BU2608 20251016 ... 3202 3202 BU
230 230 BU2609 20251016 ... 3208 3202 BU
231 231 BU2610 20251016 ... 3187 3202 BU
232 232 BU2612 20251016 ... 3149 3148 BU
233 233 BU2703 20251016 ... 3154 3161 BU
234 234 BU2706 20251016 ... 3168 3168 BU
235 235 BU2709 20251016 ... 3171 3172 BU
236 236 BR2511 20251016 ... 11005 10805 BR
237 237 BR2512 20251016 ... 10930 10745 BR
238 238 BR2601 20251016 ... 10930 10740 BR
239 239 BR2602 20251016 ... 10925 10755 BR
240 240 BR2603 20251016 ... 10890 10760 BR
241 241 BR2604 20251016 ... 10875 10795 BR
242 242 BR2605 20251016 ... 10915 10800 BR
243 243 BR2606 20251016 ... 10980 10865 BR
244 244 BR2607 20251016 ... 11065 11025 BR
245 245 BR2608 20251016 ... 11080 11040 BR
246 246 BR2609 20251016 ... 11180 11080 BR
247 247 BR2610 20251016 ... 11080 11080 BR
248 248 RU2511 20251016 ... 14105 14095 RU
249 249 RU2601 20251016 ... 14845 14850 RU
250 250 RU2603 20251016 ... 14820 14835 RU
251 251 RU2604 20251016 ... 14885 14860 RU
252 252 RU2605 20251016 ... 14830 14855 RU
253 253 RU2606 20251016 ... 14815 14865 RU
254 254 RU2607 20251016 ... 14885 14905 RU
255 255 RU2608 20251016 ... 14865 14915 RU
256 256 RU2609 20251016 ... 14825 14905 RU
257 257 RU2610 20251016 ... 14810 14905 RU
258 258 NR2511 20251016 ... 12295 12110 NR
259 259 NR2512 20251016 ... 12245 12085 NR
260 260 NR2601 20251016 ... 12215 12075 NR
261 261 NR2602 20251016 ... 12195 12055 NR
262 262 NR2603 20251016 ... 12185 12085 NR
263 263 NR2604 20251016 ... 12145 12050 NR
264 264 NR2605 20251016 ... 12165 12045 NR
265 265 NR2606 20251016 ... 12140 12110 NR
266 266 NR2607 20251016 ... 12100 12155 NR
267 267 NR2608 20251016 ... 12090 12090 NR
268 268 NR2609 20251016 ... 12180 12185 NR
269 269 NR2610 20251016 ... 12185 12185 NR
270 270 SP2511 20251016 ... 4850 4854 SP
271 271 SP2512 20251016 ... 4874 4878 SP
272 272 SP2601 20251016 ... 5154 5174 SP
273 273 SP2602 20251016 ... 5168 5188 SP
274 274 SP2603 20251016 ... 5188 5206 SP
275 275 SP2604 20251016 ... 5196 5226 SP
276 276 SP2605 20251016 ... 5220 5240 SP
277 277 SP2606 20251016 ... 5228 5252 SP
278 278 SP2607 20251016 ... 5220 5248 SP
279 279 SP2608 20251016 ... 5234 5248 SP
280 280 SP2609 20251016 ... 5220 5244 SP
281 281 SP2610 20251016 ... 5244 5244 SP
282 282 OP2601 20251016 ... 4210 4214 OP
283 283 OP2602 20251016 ... 4224 4224 OP
284 284 OP2603 20251016 ... 4216 4216 OP
285 285 OP2604 20251016 ... 4232 4232 OP
286 286 OP2605 20251016 ... 4216 4236 OP
287 287 OP2606 20251016 ... 4184 4202 OP
288 288 OP2607 20251016 ... 4242 4242 OP
289 289 OP2608 20251016 ... 4268 4268 OP
290 290 OP2609 20251016 ... 4220 4220 OP
291 291 OP2610 20251016 ... 4220 4220 OP
292 292 EC2510 20251016 ... 1112 1128.2 EC
293 293 EC2512 20251016 ... 1663 1713.4 EC
294 294 EC2602 20251016 ... 1427.9 1481.1 EC
295 295 EC2604 20251016 ... 1114.5 1148.9 EC
296 296 EC2606 20251016 ... 1283.7 1315.7 EC
297 297 EC2608 20251016 ... 1418.2 1458.2 EC
298 298 SC_TAS2511 20251016 ... SC_TAS
299 299 SC_TAS2512 20251016 ... SC_TAS
300 300 SC_TAS2601 20251016 ... SC_TAS
301 301 SC_TAS2602 20251016 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 18:25:39,624 - future_1d - INFO - ak.get_shfe_daily('2025-10-16') done
2025-10-22 18:25:41,402 - future_1d - INFO - save future_daily 2025-10-16 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251017 0.0 ... 52545.0 52555.0 PS
1 PS2511 20251017 52020.0 ... 52250.0 51755.0 PS
2 PS2512 20251017 54450.0 ... 54780.0 54225.0 PS
3 PS2601 20251017 54475.0 ... 54780.0 54180.0 PS
4 PS2602 20251017 54100.0 ... 54550.0 53995.0 PS
5 PS2603 20251017 53690.0 ... 54420.0 53925.0 PS
6 PS2604 20251017 54140.0 ... 54355.0 53825.0 PS
7 PS2605 20251017 54200.0 ... 54265.0 53700.0 PS
8 PS2606 20251017 55605.0 ... 55905.0 55560.0 PS
9 PS2607 20251017 55040.0 ... 55630.0 55495.0 PS
10 PS2608 20251017 54770.0 ... 55400.0 55065.0 PS
11 PS2609 20251017 54505.0 ... 55225.0 54750.0 PS
13 SI2510 20251017 8615.0 ... 8615.0 8615.0 SI
14 SI2511 20251017 8580.0 ... 8490.0 8575.0 SI
15 SI2512 20251017 8985.0 ... 8900.0 8955.0 SI
16 SI2601 20251017 8945.0 ... 8850.0 8895.0 SI
17 SI2602 20251017 8945.0 ... 8850.0 8890.0 SI
18 SI2603 20251017 8915.0 ... 8835.0 8895.0 SI
19 SI2604 20251017 8855.0 ... 8865.0 8920.0 SI
20 SI2605 20251017 8960.0 ... 8875.0 8925.0 SI
21 SI2606 20251017 8950.0 ... 8890.0 8930.0 SI
22 SI2607 20251017 8990.0 ... 8890.0 8950.0 SI
23 SI2608 20251017 8940.0 ... 8900.0 8965.0 SI
24 SI2609 20251017 8970.0 ... 8930.0 8965.0 SI
27 LC2510 20251017 75300.0 ... 76180.0 73660.0 LC
28 LC2511 20251017 74900.0 ... 75760.0 73820.0 LC
29 LC2512 20251017 74980.0 ... 75940.0 74080.0 LC
30 LC2601 20251017 75200.0 ... 75900.0 74060.0 LC
31 LC2602 20251017 74760.0 ... 75580.0 73780.0 LC
32 LC2603 20251017 75700.0 ... 75440.0 73820.0 LC
33 LC2604 20251017 74940.0 ... 75880.0 74340.0 LC
34 LC2605 20251017 74960.0 ... 75960.0 74320.0 LC
35 LC2606 20251017 74920.0 ... 75900.0 74200.0 LC
36 LC2607 20251017 75000.0 ... 75580.0 74220.0 LC
37 LC2608 20251017 75020.0 ... 75740.0 74460.0 LC
38 LC2609 20251017 75000.0 ... 75980.0 74460.0 LC
[36 rows x 12 columns]
2025-10-22 18:25:50,730 - future_1d - INFO - ak.get_gfex_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 a2511 20251017 4012.00 ... 4012.00 4000.00 A
1 a2601 20251017 4026.00 ... 4034.00 4020.00 A
2 a2603 20251017 4016.00 ... 4034.00 4022.00 A
3 a2605 20251017 4056.00 ... 4066.00 4053.00 A
4 a2607 20251017 4055.00 ... 4060.00 4049.00 A
5 a2609 20251017 4060.00 ... 4063.00 4053.00 A
6 b2510 20251017 0.00 ... 3600.00 3600.00 B
7 b2511 20251017 3583.00 ... 3582.00 3604.00 B
8 b2512 20251017 3607.00 ... 3595.00 3619.00 B
9 b2601 20251017 3626.00 ... 3609.00 3631.00 B
10 b2602 20251017 3640.00 ... 3618.00 3641.00 B
11 b2603 20251017 3604.00 ... 3585.00 3603.00 B
12 b2604 20251017 3512.00 ... 3504.00 3509.00 B
13 b2605 20251017 3450.00 ... 3441.00 3447.00 B
14 b2606 20251017 3423.00 ... 3408.00 3418.00 B
15 b2607 20251017 3428.00 ... 3410.00 3424.00 B
16 b2608 20251017 3527.00 ... 3511.00 3520.00 B
17 b2609 20251017 3549.00 ... 3534.00 3544.00 B
18 bb2511 20251017 0.00 ... 144.50 144.50 BB
19 bb2601 20251017 147.15 ... 147.15 147.35 BB
20 bb2603 20251017 0.00 ... 146.90 146.90 BB
21 bb2605 20251017 0.00 ... 147.70 147.70 BB
22 bb2607 20251017 0.00 ... 152.20 152.40 BB
23 bb2609 20251017 0.00 ... 152.20 152.40 BB
24 bz2603 20251017 5662.00 ... 5594.00 5589.00 BZ
25 bz2604 20251017 5644.00 ... 5583.00 5593.00 BZ
26 bz2605 20251017 5630.00 ... 5587.00 5571.00 BZ
27 bz2606 20251017 0.00 ... 5597.00 5597.00 BZ
28 bz2607 20251017 5609.00 ... 5603.00 5530.00 BZ
29 bz2608 20251017 5586.00 ... 5586.00 5601.00 BZ
30 bz2609 20251017 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251017 2111.00 ... 2114.00 2106.00 C
32 c2601 20251017 2135.00 ... 2128.00 2131.00 C
33 c2603 20251017 2164.00 ... 2158.00 2161.00 C
34 c2605 20251017 2238.00 ... 2231.00 2227.00 C
35 c2607 20251017 2248.00 ... 2243.00 2240.00 C
36 c2609 20251017 2262.00 ... 2259.00 2255.00 C
37 cs2511 20251017 2374.00 ... 2373.00 2389.00 CS
38 cs2601 20251017 2414.00 ... 2402.00 2416.00 CS
39 cs2603 20251017 2436.00 ... 2423.00 2434.00 CS
40 cs2605 20251017 2538.00 ... 2528.00 2535.00 CS
41 cs2607 20251017 2549.00 ... 2541.00 2549.00 CS
42 cs2609 20251017 2592.00 ... 2583.00 2587.00 CS
43 eb2510 20251017 6498.00 ... 6495.00 6442.00 EB
44 eb2511 20251017 6600.00 ... 6519.00 6524.00 EB
45 eb2512 20251017 6610.00 ... 6542.00 6552.00 EB
46 eb2601 20251017 6667.00 ... 6587.00 6597.00 EB
47 eb2602 20251017 6710.00 ... 6640.00 6648.00 EB
48 eb2603 20251017 6767.00 ... 6696.00 6711.00 EB
49 eb2604 20251017 6804.00 ... 6747.00 6741.00 EB
50 eb2605 20251017 6847.00 ... 6795.00 6714.00 EB
51 eb2606 20251017 6799.00 ... 6870.00 6809.00 EB
52 eb2607 20251017 0.00 ... 6836.00 6836.00 EB
53 eb2608 20251017 0.00 ... 6840.00 6840.00 EB
54 eb2609 20251017 6877.00 ... 6869.00 6896.00 EB
55 eg2510 20251017 4076.00 ... 4082.00 4092.00 EG
56 eg2511 20251017 4103.00 ... 4043.00 4071.00 EG
57 eg2512 20251017 4083.00 ... 4038.00 4053.00 EG
58 eg2601 20251017 4088.00 ... 4037.00 4056.00 EG
59 eg2602 20251017 4080.00 ... 4051.00 4082.00 EG
60 eg2603 20251017 4090.00 ... 4065.00 4073.00 EG
61 eg2604 20251017 4136.00 ... 4131.00 4150.00 EG
62 eg2605 20251017 4151.00 ... 4122.00 4144.00 EG
63 eg2606 20251017 4162.00 ... 4131.00 4159.00 EG
64 eg2607 20251017 4177.00 ... 4166.00 4171.00 EG
65 eg2608 20251017 4190.00 ... 4180.00 4163.00 EG
66 eg2609 20251017 4195.00 ... 4150.00 4171.00 EG
67 fb2510 20251017 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251017 1252.00 ... 1240.00 1253.50 FB
69 fb2512 20251017 1258.00 ... 1259.50 1255.50 FB
70 fb2601 20251017 1269.00 ... 1268.00 1263.00 FB
71 fb2602 20251017 1267.50 ... 1266.50 1264.00 FB
72 fb2603 20251017 1262.50 ... 1261.50 1260.00 FB
73 fb2604 20251017 1266.50 ... 1265.00 1261.50 FB
74 fb2605 20251017 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251017 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251017 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251017 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251017 0.00 ... 1296.00 1296.00 FB
79 i2510 20251017 0.00 ... 806.00 806.00 I
80 i2511 20251017 795.00 ... 789.00 790.50 I
81 i2512 20251017 786.00 ... 783.00 784.00 I
82 i2601 20251017 774.00 ... 771.50 772.50 I
83 i2602 20251017 772.50 ... 769.50 770.50 I
84 i2603 20251017 768.50 ... 766.00 765.50 I
85 i2604 20251017 765.00 ... 761.00 761.00 I
86 i2605 20251017 753.00 ... 750.50 750.50 I
87 i2606 20251017 748.50 ... 745.00 745.50 I
88 i2607 20251017 745.00 ... 740.50 741.00 I
89 i2608 20251017 739.00 ... 736.00 736.00 I
90 i2609 20251017 731.50 ... 729.00 729.50 I
91 j2510 20251017 0.00 ... 1600.00 1600.00 J
92 j2511 20251017 1624.50 ... 1621.00 1588.00 J
93 j2512 20251017 1655.50 ... 1649.00 1611.00 J
94 j2601 20251017 1672.50 ... 1682.50 1649.00 J
95 j2602 20251017 1708.00 ... 1707.00 1674.50 J
96 j2603 20251017 1749.50 ... 1738.50 1714.50 J
97 j2604 20251017 1808.00 ... 1808.00 1765.50 J
98 j2605 20251017 1828.00 ... 1828.50 1797.00 J
99 j2606 20251017 0.00 ... 1820.50 1820.50 J
100 j2607 20251017 0.00 ... 1833.50 1833.50 J
101 j2608 20251017 0.00 ... 1865.00 1865.00 J
102 j2609 20251017 1919.00 ... 1909.50 1876.00 J
103 jd2510 20251017 2798.00 ... 2734.00 2750.00 JD
104 jd2511 20251017 2810.00 ... 2819.00 2834.00 JD
105 jd2512 20251017 2972.00 ... 2965.00 2990.00 JD
106 jd2601 20251017 3168.00 ... 3176.00 3180.00 JD
107 jd2602 20251017 2983.00 ... 2968.00 3000.00 JD
108 jd2603 20251017 3000.00 ... 2974.00 3015.00 JD
109 jd2604 20251017 3131.00 ... 3108.00 3137.00 JD
110 jd2605 20251017 3340.00 ... 3310.00 3342.00 JD
111 jd2606 20251017 3233.00 ... 3211.00 3233.00 JD
112 jd2607 20251017 3475.00 ... 3459.00 3482.00 JD
113 jd2608 20251017 3962.00 ... 3951.00 3966.00 JD
114 jd2609 20251017 3860.00 ... 3845.00 3862.00 JD
115 jm2510 20251017 960.00 ... 960.00 999.00 JM
116 jm2511 20251017 1082.00 ... 1067.50 1057.00 JM
117 jm2512 20251017 1126.00 ... 1120.00 1098.50 JM
118 jm2601 20251017 1190.50 ... 1184.50 1162.00 JM
119 jm2602 20251017 1212.00 ... 1206.50 1188.00 JM
120 jm2603 20251017 1230.50 ... 1225.00 1208.50 JM
121 jm2604 20251017 1248.00 ... 1245.50 1227.00 JM
122 jm2605 20251017 1269.50 ... 1266.50 1244.00 JM
123 jm2606 20251017 1291.50 ... 1283.50 1267.00 JM
124 jm2607 20251017 1309.50 ... 1303.50 1282.00 JM
125 jm2608 20251017 1327.50 ... 1323.50 1303.00 JM
126 jm2609 20251017 1351.50 ... 1346.50 1327.50 JM
127 l2510 20251017 0.00 ... 6856.00 6856.00 L
128 l2511 20251017 6914.00 ... 6868.00 6889.00 L
129 l2512 20251017 6922.00 ... 6883.00 6899.00 L
130 l2601 20251017 6936.00 ... 6893.00 6907.00 L
131 l2602 20251017 6927.00 ... 6890.00 6911.00 L
132 l2603 20251017 6930.00 ... 6892.00 6926.00 L
133 l2604 20251017 6963.00 ... 6945.00 6961.00 L
134 l2605 20251017 6951.00 ... 6927.00 6947.00 L
135 l2606 20251017 6950.00 ... 6919.00 6960.00 L
136 l2607 20251017 6989.00 ... 6952.00 6977.00 L
137 l2608 20251017 6993.00 ... 6934.00 6991.00 L
138 l2609 20251017 7014.00 ... 6922.00 6983.00 L
139 lg2511 20251017 798.00 ... 800.50 796.00 LG
140 lg2601 20251017 823.50 ... 830.50 823.50 LG
141 lg2603 20251017 830.00 ... 832.50 829.50 LG
142 lg2605 20251017 832.00 ... 834.00 830.00 LG
143 lg2607 20251017 833.00 ... 834.00 829.50 LG
144 lg2609 20251017 835.50 ... 835.50 831.50 LG
145 lh2511 20251017 11135.00 ... 11105.00 11300.00 LH
146 lh2601 20251017 11910.00 ... 11815.00 11975.00 LH
147 lh2603 20251017 11545.00 ... 11375.00 11565.00 LH
148 lh2605 20251017 12125.00 ... 12000.00 12185.00 LH
149 lh2607 20251017 12945.00 ... 12770.00 12990.00 LH
150 lh2609 20251017 13740.00 ... 13580.00 13805.00 LH
151 m2511 20251017 2881.00 ... 2857.00 2893.00 M
152 m2512 20251017 2921.00 ... 2900.00 2931.00 M
153 m2601 20251017 2910.00 ... 2882.00 2915.00 M
154 m2603 20251017 2895.00 ... 2872.00 2896.00 M
155 m2605 20251017 2741.00 ... 2730.00 2741.00 M
156 m2607 20251017 2724.00 ... 2715.00 2725.00 M
157 m2608 20251017 2848.00 ... 2837.00 2848.00 M
158 m2609 20251017 2857.00 ... 2840.00 2854.00 M
159 p2510 20251017 0.00 ... 9120.00 9120.00 P
160 p2511 20251017 9218.00 ... 9254.00 9236.00 P
161 p2512 20251017 9278.00 ... 9282.00 9278.00 P
162 p2601 20251017 9328.00 ... 9334.00 9326.00 P
163 p2602 20251017 9338.00 ... 9336.00 9328.00 P
164 p2603 20251017 9338.00 ... 9352.00 9336.00 P
165 p2604 20251017 9330.00 ... 9330.00 9322.00 P
166 p2605 20251017 9260.00 ... 9294.00 9256.00 P
167 p2606 20251017 9226.00 ... 9208.00 9168.00 P
168 p2607 20251017 9104.00 ... 9126.00 9078.00 P
169 p2608 20251017 9058.00 ... 9034.00 9000.00 P
170 p2609 20251017 8962.00 ... 8974.00 8952.00 P
171 pg2510 20251017 0.00 ... 4339.00 4340.00 PG
172 pg2511 20251017 4268.00 ... 4241.00 4199.00 PG
173 pg2512 20251017 4130.00 ... 4109.00 4079.00 PG
174 pg2601 20251017 4029.00 ... 4001.00 3987.00 PG
175 pg2602 20251017 3930.00 ... 3907.00 3897.00 PG
176 pg2603 20251017 3850.00 ... 3821.00 3818.00 PG
177 pg2604 20251017 4209.00 ... 4180.00 4193.00 PG
178 pg2605 20251017 4136.00 ... 4078.00 4113.00 PG
179 pg2606 20251017 4057.00 ... 4011.00 4053.00 PG
180 pg2607 20251017 3983.00 ... 3972.00 3980.00 PG
181 pg2608 20251017 3936.00 ... 3902.00 3944.00 PG
182 pg2609 20251017 3892.00 ... 3842.00 3869.00 PG
183 pp2510 20251017 6455.00 ... 6455.00 6482.00 PP
184 pp2511 20251017 6557.00 ... 6508.00 6524.00 PP
185 pp2512 20251017 6591.00 ... 6550.00 6571.00 PP
186 pp2601 20251017 6620.00 ... 6583.00 6598.00 PP
187 pp2602 20251017 6625.00 ... 6585.00 6594.00 PP
188 pp2603 20251017 6621.00 ... 6585.00 6587.00 PP
189 pp2604 20251017 6642.00 ... 6604.00 6641.00 PP
190 pp2605 20251017 6669.00 ... 6630.00 6643.00 PP
191 pp2606 20251017 6618.00 ... 6583.00 6609.00 PP
192 pp2607 20251017 6623.00 ... 6587.00 6591.00 PP
193 pp2608 20251017 6639.00 ... 6616.00 6639.00 PP
194 pp2609 20251017 6691.00 ... 6657.00 6666.00 PP
195 rr2510 20251017 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251017 3613.00 ... 3616.00 3615.00 RR
197 rr2512 20251017 3608.00 ... 3598.00 3606.00 RR
198 rr2601 20251017 3629.00 ... 3627.00 3626.00 RR
199 rr2602 20251017 3615.00 ... 3617.00 3614.00 RR
200 rr2603 20251017 3616.00 ... 3614.00 3612.00 RR
201 rr2604 20251017 3621.00 ... 3622.00 3615.00 RR
202 rr2605 20251017 3615.00 ... 3625.00 3609.00 RR
203 rr2606 20251017 3620.00 ... 3612.00 3606.00 RR
204 rr2607 20251017 3609.00 ... 3609.00 3611.00 RR
205 rr2608 20251017 3610.00 ... 3606.00 3601.00 RR
206 rr2609 20251017 3629.00 ... 3623.00 3608.00 RR
207 v2510 20251017 4590.00 ... 4586.00 4543.00 V
208 v2511 20251017 4594.00 ... 4617.00 4581.00 V
209 v2512 20251017 4649.00 ... 4658.00 4625.00 V
210 v2601 20251017 4698.00 ... 4706.00 4667.00 V
211 v2602 20251017 4740.00 ... 4748.00 4709.00 V
212 v2603 20251017 4771.00 ... 4777.00 4742.00 V
213 v2604 20251017 4978.00 ... 4970.00 4932.00 V
214 v2605 20251017 5011.00 ... 5012.00 4981.00 V
215 v2606 20251017 5045.00 ... 5045.00 5007.00 V
216 v2607 20251017 5087.00 ... 5090.00 5042.00 V
217 v2608 20251017 5120.00 ... 5116.00 5087.00 V
218 v2609 20251017 5136.00 ... 5140.00 5124.00 V
219 y2511 20251017 8260.00 ... 8272.00 8248.00 Y
220 y2512 20251017 8306.00 ... 8316.00 8294.00 Y
221 y2601 20251017 8276.00 ... 8286.00 8252.00 Y
222 y2603 20251017 8232.00 ... 8230.00 8214.00 Y
223 y2605 20251017 8064.00 ... 8078.00 8054.00 Y
224 y2607 20251017 8018.00 ... 8018.00 8004.00 Y
225 y2608 20251017 8006.00 ... 8008.00 8010.00 Y
226 y2609 20251017 7984.00 ... 7986.00 7966.00 Y
[227 rows x 12 columns]
2025-10-22 18:25:51,290 - future_1d - INFO - ak.get_dce_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251017 9170.0 9205.0 ... 128.61 9187.0 9182.0 AP
1 AP511 20251017 8605.0 8894.0 ... 5300.07 8760.0 8631.0 AP
2 AP512 20251017 8602.0 8800.0 ... 4850.62 8677.0 8565.0 AP
3 AP601 20251017 8550.0 8850.0 ... 1421456.27 8669.0 8565.0 AP
4 AP603 20251017 8459.0 8694.0 ... 6020.74 8564.0 8454.0 AP
5 AP604 20251017 8459.0 8741.0 ... 2925.21 8604.0 8506.0 AP
6 AP605 20251017 8520.0 8868.0 ... 144209.77 8654.0 8553.0 AP
7 CF511 20251017 13355.0 13425.0 ... 41938.11 13375.0 13355.0 CF
8 CF601 20251017 13320.0 13380.0 ... 1200405.96 13335.0 13290.0 CF
9 CF603 20251017 13345.0 13400.0 ... 120791.63 13360.0 13310.0 CF
10 CF605 20251017 13370.0 13435.0 ... 271007.61 13390.0 13345.0 CF
11 CF607 20251017 13390.0 13450.0 ... 971.95 13405.0 13375.0 CF
12 CF609 20251017 13530.0 13600.0 ... 3382.27 13555.0 13525.0 CF
13 CJ512 20251017 11215.0 11330.0 ... 8309.27 11250.0 11115.0 CJ
14 CJ601 20251017 11355.0 11480.0 ... 1131335.38 11405.0 11240.0 CJ
15 CJ603 20251017 11255.0 11415.0 ... 16874.78 11340.0 11200.0 CJ
16 CJ605 20251017 11400.0 11520.0 ... 226913.15 11435.0 11310.0 CJ
17 CJ607 20251017 11485.0 11600.0 ... 4037.87 11520.0 11415.0 CJ
18 CJ609 20251017 11620.0 11725.0 ... 2464.54 11655.0 11535.0 CJ
19 CY510 20251017 0.0 0.0 ... 0.00 19545.0 19475.0 CY
20 CY511 20251017 19755.0 19800.0 ... 1404.23 19780.0 19720.0 CY
21 CY512 20251017 0.0 0.0 ... 0.00 19150.0 19150.0 CY
22 CY601 20251017 19385.0 19505.0 ... 122154.26 19445.0 19375.0 CY
23 CY602 20251017 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251017 19520.0 19530.0 ... 29.29 19525.0 19540.0 CY
25 CY604 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251017 0.0 0.0 ... 0.00 19590.0 19570.0 CY
27 CY606 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251017 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251017 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251017 0.0 0.0 ... 0.00 19740.0 19725.0 CY
31 FG510 20251017 1010.0 1010.0 ... 20.20 1010.0 1024.0 FG
32 FG511 20251017 1035.0 1038.0 ... 28607.10 1019.0 1031.0 FG
33 FG512 20251017 1147.0 1147.0 ... 119233.84 1122.0 1138.0 FG
34 FG601 20251017 1145.0 1145.0 ... 5017632.55 1118.0 1137.0 FG
35 FG602 20251017 1213.0 1213.0 ... 70352.69 1184.0 1204.0 FG
36 FG603 20251017 1215.0 1215.0 ... 155715.52 1188.0 1206.0 FG
37 FG604 20251017 1282.0 1283.0 ... 1227.05 1252.0 1271.0 FG
38 FG605 20251017 1284.0 1284.0 ... 216091.54 1252.0 1271.0 FG
39 FG606 20251017 1311.0 1311.0 ... 3098.04 1289.0 1310.0 FG
40 FG607 20251017 1300.0 1303.0 ... 1762.20 1283.0 1301.0 FG
41 FG608 20251017 1356.0 1356.0 ... 1606.99 1337.0 1353.0 FG
42 FG609 20251017 1357.0 1358.0 ... 8075.22 1336.0 1353.0 FG
43 JR511 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251017 2380.0 2380.0 ... 242.47 2245.0 2245.0 MA
52 MA511 20251017 2296.0 2298.0 ... 11643.74 2267.0 2282.0 MA
53 MA512 20251017 2308.0 2309.0 ... 67525.69 2280.0 2293.0 MA
54 MA601 20251017 2314.0 2318.0 ... 1496104.42 2289.0 2296.0 MA
55 MA602 20251017 2338.0 2351.0 ... 39245.75 2314.0 2316.0 MA
56 MA603 20251017 2348.0 2349.0 ... 70874.63 2320.0 2328.0 MA
57 MA604 20251017 2326.0 2328.0 ... 37.13 2321.0 2334.0 MA
58 MA605 20251017 2322.0 2335.0 ... 146210.61 2304.0 2314.0 MA
59 MA606 20251017 2316.0 2316.0 ... 18.41 2302.0 2312.0 MA
60 MA607 20251017 2302.0 2302.0 ... 50.18 2281.0 2295.0 MA
61 MA608 20251017 2293.0 2299.0 ... 29.65 2280.0 2291.0 MA
62 MA609 20251017 2280.0 2290.0 ... 2051.74 2260.0 2266.0 MA
63 OI511 20251017 10099.0 10103.0 ... 34091.60 10048.0 10099.0 OI
64 OI601 20251017 9936.0 9946.0 ... 2244069.40 9894.0 9937.0 OI
65 OI603 20251017 9738.0 9742.0 ... 260093.44 9690.0 9735.0 OI
66 OI605 20251017 9491.0 9512.0 ... 119267.03 9488.0 9494.0 OI
67 OI607 20251017 9438.0 9459.0 ... 1198.94 9440.0 9445.0 OI
68 OI609 20251017 9415.0 9419.0 ... 564.11 9402.0 9414.0 OI
69 PF510 20251017 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251017 6104.0 6140.0 ... 26196.09 6100.0 6098.0 PF
71 PF512 20251017 6090.0 6100.0 ... 539301.68 6068.0 6072.0 PF
72 PF601 20251017 6102.0 6110.0 ... 70178.51 6076.0 6088.0 PF
73 PF602 20251017 6096.0 6096.0 ... 476154.77 6062.0 6066.0 PF
74 PF603 20251017 6082.0 6082.0 ... 299434.93 6050.0 6052.0 PF
75 PF604 20251017 6124.0 6124.0 ... 60.93 6094.0 6104.0 PF
76 PF605 20251017 6116.0 6118.0 ... 82.30 6096.0 6112.0 PF
77 PF606 20251017 0.0 0.0 ... 0.00 6090.0 6100.0 PF
78 PF607 20251017 6112.0 6112.0 ... 3.06 6112.0 6136.0 PF
79 PF608 20251017 6128.0 6128.0 ... 3.06 6128.0 6182.0 PF
80 PF609 20251017 6132.0 6132.0 ... 3.07 6132.0 6174.0 PF
81 PK510 20251017 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251017 7772.0 7786.0 ... 18300.19 7758.0 7806.0 PK
83 PK512 20251017 7858.0 7890.0 ... 107238.90 7864.0 7890.0 PK
84 PK601 20251017 7972.0 8016.0 ... 376924.22 7968.0 7998.0 PK
85 PK603 20251017 8022.0 8080.0 ... 118303.92 8048.0 8058.0 PK
86 PK604 20251017 8038.0 8078.0 ... 627.23 8042.0 8050.0 PK
87 PK605 20251017 8064.0 8102.0 ... 17665.48 8066.0 8074.0 PK
88 PL601 20251017 6115.0 6117.0 ... 109614.61 6049.0 6087.0 PL
89 PL602 20251017 6146.0 6146.0 ... 41693.45 6085.0 6124.0 PL
90 PL603 20251017 6144.0 6144.0 ... 27985.18 6078.0 6129.0 PL
91 PL604 20251017 0.0 0.0 ... 0.00 6078.0 6132.0 PL
92 PL605 20251017 6105.0 6105.0 ... 121.36 6068.0 6106.0 PL
93 PL606 20251017 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251017 6245.0 6245.0 ... 24.98 6245.0 6120.0 PL
95 PL608 20251017 0.0 0.0 ... 0.00 6106.0 6106.0 PL
96 PL609 20251017 0.0 0.0 ... 0.00 6166.0 6232.0 PL
97 PM511 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251017 5648.0 5658.0 ... 4999.66 5650.0 5586.0 PR
104 PR511 20251017 5602.0 5612.0 ... 23601.10 5582.0 5596.0 PR
105 PR512 20251017 5604.0 5616.0 ... 648443.66 5578.0 5592.0 PR
106 PR601 20251017 5580.0 5584.0 ... 647871.80 5542.0 5560.0 PR
107 PR602 20251017 5622.0 5622.0 ... 144456.76 5586.0 5612.0 PR
108 PR603 20251017 5600.0 5600.0 ... 209.10 5576.0 5602.0 PR
109 PR604 20251017 5582.0 5604.0 ... 92.32 5596.0 5606.0 PR
110 PR605 20251017 5618.0 5620.0 ... 176.84 5614.0 5624.0 PR
111 PR606 20251017 0.0 0.0 ... 0.00 5650.0 5656.0 PR
112 PR607 20251017 0.0 0.0 ... 0.00 5652.0 5656.0 PR
113 PR608 20251017 0.0 0.0 ... 0.00 5666.0 5702.0 PR
114 PR609 20251017 0.0 0.0 ... 0.00 5662.0 5678.0 PR
115 PX510 20251017 0.0 0.0 ... 0.00 6314.0 6326.0 PX
116 PX511 20251017 6382.0 6390.0 ... 29548.75 6330.0 6356.0 PX
117 PX512 20251017 6382.0 6400.0 ... 133131.92 6350.0 6354.0 PX
118 PX601 20251017 6376.0 6394.0 ... 458670.60 6334.0 6346.0 PX
119 PX602 20251017 6384.0 6404.0 ... 266298.41 6346.0 6356.0 PX
120 PX603 20251017 6382.0 6402.0 ... 158222.09 6332.0 6358.0 PX
121 PX604 20251017 0.0 0.0 ... 0.00 6312.0 6358.0 PX
122 PX605 20251017 6402.0 6424.0 ... 1919.63 6356.0 6394.0 PX
123 PX606 20251017 6412.0 6412.0 ... 12.76 6382.0 6424.0 PX
124 PX607 20251017 0.0 0.0 ... 0.00 6344.0 6418.0 PX
125 PX608 20251017 0.0 0.0 ... 0.00 6362.0 6434.0 PX
126 PX609 20251017 6396.0 6398.0 ... 31.93 6386.0 6452.0 PX
127 RI511 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251017 2409.0 2413.0 ... 2953.16 2395.0 2398.0 RM
134 RM601 20251017 2366.0 2376.0 ... 607340.54 2338.0 2365.0 RM
135 RM603 20251017 2308.0 2316.0 ... 11487.95 2292.0 2304.0 RM
136 RM605 20251017 2311.0 2313.0 ... 117894.23 2292.0 2302.0 RM
137 RM607 20251017 2298.0 2303.0 ... 9980.30 2284.0 2294.0 RM
138 RM608 20251017 2408.0 2408.0 ... 502.38 2392.0 2402.0 RM
139 RM609 20251017 2398.0 2400.0 ... 3459.53 2386.0 2394.0 RM
140 RS511 20251017 5272.0 5380.0 ... 36.96 5280.0 5256.0 RS
141 RS607 20251017 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251017 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251017 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251017 1150.0 1150.0 ... 644.17 1130.0 1138.0 SA
145 SA511 20251017 1165.0 1165.0 ... 18116.76 1147.0 1155.0 SA
146 SA512 20251017 1224.0 1227.0 ... 153891.39 1208.0 1217.0 SA
147 SA601 20251017 1240.0 1240.0 ... 2547460.89 1219.0 1227.0 SA
148 SA602 20251017 1273.0 1275.0 ... 74440.35 1255.0 1262.0 SA
149 SA603 20251017 1283.0 1284.0 ... 219249.67 1264.0 1269.0 SA
150 SA604 20251017 1318.0 1318.0 ... 2844.80 1298.0 1311.0 SA
151 SA605 20251017 1324.0 1327.0 ... 150285.20 1305.0 1317.0 SA
152 SA606 20251017 1336.0 1337.0 ... 1192.92 1325.0 1336.0 SA
153 SA607 20251017 1340.0 1341.0 ... 2364.60 1331.0 1340.0 SA
154 SA608 20251017 1379.0 1379.0 ... 946.82 1360.0 1375.0 SA
155 SA609 20251017 1384.0 1384.0 ... 6970.24 1370.0 1382.0 SA
156 SF510 20251017 5300.0 5300.0 ... 200.50 5276.0 5266.0 SF
157 SF511 20251017 5464.0 5480.0 ... 73119.39 5440.0 5430.0 SF
158 SF512 20251017 5466.0 5466.0 ... 94354.58 5424.0 5434.0 SF
159 SF601 20251017 5450.0 5456.0 ... 365728.12 5414.0 5410.0 SF
160 SF602 20251017 5410.0 5410.0 ... 58167.88 5370.0 5362.0 SF
161 SF603 20251017 5576.0 5584.0 ... 129522.15 5520.0 5532.0 SF
162 SF604 20251017 5510.0 5510.0 ... 5.51 5508.0 5504.0 SF
163 SF605 20251017 5548.0 5548.0 ... 3772.21 5500.0 5498.0 SF
164 SF606 20251017 5460.0 5460.0 ... 2.73 5460.0 5440.0 SF
165 SF607 20251017 5628.0 5638.0 ... 8.45 5632.0 5630.0 SF
166 SF608 20251017 0.0 0.0 ... 0.00 5632.0 5632.0 SF
167 SF609 20251017 5606.0 5622.0 ... 78.41 5602.0 5620.0 SF
168 SH510 20251017 0.0 0.0 ... 0.00 2367.0 2417.0 SH
169 SH511 20251017 2424.0 2428.0 ... 52350.70 2368.0 2424.0 SH
170 SH512 20251017 2480.0 2480.0 ... 135955.48 2415.0 2475.0 SH
171 SH601 20251017 2455.0 2455.0 ... 3009243.57 2400.0 2451.0 SH
172 SH602 20251017 2488.0 2488.0 ... 580436.98 2451.0 2477.0 SH
173 SH603 20251017 2490.0 2490.0 ... 480021.16 2463.0 2483.0 SH
174 SH604 20251017 2533.0 2535.0 ... 515.93 2492.0 2540.0 SH
175 SH605 20251017 2550.0 2550.0 ... 27719.27 2499.0 2546.0 SH
176 SH606 20251017 2571.0 2572.0 ... 535.21 2513.0 2584.0 SH
177 SH607 20251017 2570.0 2570.0 ... 386.78 2528.0 2584.0 SH
178 SH608 20251017 2584.0 2584.0 ... 130.35 2556.0 2607.0 SH
179 SH609 20251017 2596.0 2600.0 ... 702.38 2573.0 2606.0 SH
180 SM510 20251017 5620.0 5620.0 ... 1991.75 5612.0 5634.0 SM
181 SM511 20251017 5750.0 5754.0 ... 7294.98 5716.0 5744.0 SM
182 SM512 20251017 5750.0 5760.0 ... 274740.52 5726.0 5760.0 SM
183 SM601 20251017 5770.0 5774.0 ... 462441.93 5724.0 5758.0 SM
184 SM602 20251017 5764.0 5774.0 ... 157530.17 5732.0 5766.0 SM
185 SM603 20251017 5752.0 5788.0 ... 322807.03 5746.0 5778.0 SM
186 SM604 20251017 0.0 0.0 ... 0.00 5754.0 5788.0 SM
187 SM605 20251017 5798.0 5808.0 ... 13881.25 5768.0 5796.0 SM
188 SM606 20251017 5770.0 5772.0 ... 28.83 5766.0 5796.0 SM
189 SM607 20251017 5782.0 5782.0 ... 5.77 5766.0 5800.0 SM
190 SM608 20251017 5792.0 5792.0 ... 5.78 5776.0 5808.0 SM
191 SM609 20251017 5812.0 5824.0 ... 1152.91 5794.0 5828.0 SM
192 SR511 20251017 5408.0 5415.0 ... 12079.94 5398.0 5395.0 SR
193 SR601 20251017 5420.0 5430.0 ... 830319.30 5415.0 5403.0 SR
194 SR603 20251017 5398.0 5412.0 ... 204704.93 5399.0 5387.0 SR
195 SR605 20251017 5390.0 5393.0 ... 91801.35 5380.0 5368.0 SR
196 SR607 20251017 5384.0 5397.0 ... 3619.99 5387.0 5375.0 SR
197 SR609 20251017 5400.0 5406.0 ... 2848.80 5395.0 5381.0 SR
198 TA510 20251017 4400.0 4400.0 ... 754.96 4378.0 4400.0 TA
199 TA511 20251017 4416.0 4426.0 ... 31606.79 4392.0 4410.0 TA
200 TA512 20251017 4410.0 4438.0 ... 228955.64 4406.0 4420.0 TA
201 TA601 20251017 4456.0 4458.0 ... 1236124.38 4424.0 4442.0 TA
202 TA602 20251017 4466.0 4470.0 ... 258362.88 4436.0 4452.0 TA
203 TA603 20251017 4476.0 4486.0 ... 101488.76 4450.0 4470.0 TA
204 TA604 20251017 4490.0 4490.0 ... 4.49 4490.0 4480.0 TA
205 TA605 20251017 4514.0 4514.0 ... 97387.38 4482.0 4504.0 TA
206 TA606 20251017 0.0 0.0 ... 0.00 4474.0 4524.0 TA
207 TA607 20251017 0.0 0.0 ... 0.00 4490.0 4526.0 TA
208 TA608 20251017 0.0 0.0 ... 0.00 4508.0 4538.0 TA
209 TA609 20251017 4556.0 4556.0 ... 1280.55 4518.0 4538.0 TA
210 UR510 20251017 1495.0 1500.0 ... 622.04 1495.0 1495.0 UR
211 UR511 20251017 1581.0 1584.0 ... 8656.18 1576.0 1573.0 UR
212 UR512 20251017 1587.0 1594.0 ... 21963.87 1587.0 1587.0 UR
213 UR601 20251017 1604.0 1608.0 ... 349464.13 1600.0 1597.0 UR
214 UR602 20251017 1614.0 1614.0 ... 14233.11 1606.0 1608.0 UR
215 UR603 20251017 1658.0 1667.0 ... 216.10 1662.0 1655.0 UR
216 UR604 20251017 1667.0 1670.0 ... 106.77 1668.0 1669.0 UR
217 UR605 20251017 1673.0 1679.0 ... 32217.57 1671.0 1670.0 UR
218 UR606 20251017 1681.0 1682.0 ... 160.98 1677.0 1674.0 UR
219 UR607 20251017 1714.0 1714.0 ... 23.95 1711.0 1707.0 UR
220 UR608 20251017 1709.0 1710.0 ... 20.49 1708.0 1706.0 UR
221 UR609 20251017 1704.0 1708.0 ... 228.34 1704.0 1704.0 UR
222 WH511 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:25:51,554 - future_1d - INFO - ak.get_czce_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 IC2510 20251017 7212.200 ... 7064.340 7212.600 IC
1 IC2511 20251017 7135.600 ... 6921.800 7111.800 IC
2 IC2512 20251017 7062.000 ... 6865.000 7046.600 IC
3 IC2603 20251017 6880.200 ... 6703.600 6881.600 IC
4 IF2510 20251017 4613.000 ... 4539.860 4611.200 IF
5 IF2511 20251017 4605.600 ... 4497.400 4596.800 IF
6 IF2512 20251017 4582.000 ... 4484.600 4585.800 IF
7 IF2603 20251017 4564.200 ... 4463.000 4564.200 IF
8 IH2510 20251017 3016.600 ... 2983.270 3018.000 IH
9 IH2511 20251017 3024.000 ... 2963.000 3017.200 IH
10 IH2512 20251017 3015.400 ... 2961.600 3017.400 IH
11 IH2603 20251017 3024.000 ... 2962.600 3016.800 IH
12 IM2510 20251017 7402.800 ... 7230.330 7394.000 IM
13 IM2511 20251017 7300.200 ... 7104.000 7276.800 IM
14 IM2512 20251017 7204.800 ... 7024.200 7190.600 IM
15 IM2603 20251017 6975.000 ... 6808.000 6971.400 IM
16 T2512 20251017 108.215 ... 108.265 108.160 T
17 T2603 20251017 108.000 ... 107.955 107.865 T
18 T2606 20251017 107.855 ... 107.845 107.775 T
19 TF2512 20251017 105.740 ... 105.775 105.705 TF
20 TF2603 20251017 105.630 ... 105.680 105.610 TF
21 TF2606 20251017 105.655 ... 105.690 105.630 TF
22 TL2512 20251017 115.220 ... 115.730 115.020 TL
23 TL2603 20251017 114.900 ... 115.410 114.720 TL
24 TL2606 20251017 114.800 ... 115.260 114.590 TL
25 TS2512 20251017 102.362 ... 102.378 102.368 TS
26 TS2603 20251017 102.286 ... 102.290 102.280 TS
27 TS2606 20251017 102.322 ... 102.318 102.316 TS
[28 rows x 12 columns]
2025-10-22 18:25:51,741 - future_1d - INFO - ak.get_cffex_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251017 442.6 443.4 ... 2711807.83 437.9 443.2 SC
1 SC2512 20251017 444 445.6 ... 3930667.83 439.6 445.6 SC
2 SC2601 20251017 444.2 445.7 ... 619601.49 439.5 446 SC
3 SC2602 20251017 444.8 446.2 ... 66816.54 439.2 446.7 SC
4 SC2603 20251017 446.2 447 ... 18022.51 440.6 447.3 SC
5 SC2604 20251017 446.6 446.6 ... 6111.94 439.7 448.3 SC
6 SC2605 20251017 447.6 448 ... 9077.28 440.6 449.4 SC
7 SC2606 20251017 447.7 449 ... 11005.71 441.9 449.9 SC
8 SC2607 20251017 449 449.4 ... 932.48 444 451.9 SC
9 SC2608 20251017 449.8 450.6 ... 668.35 445.5 452.2 SC
10 SC2609 20251017 449.4 452.8 ... 1069.69 445.7 451.7 SC
11 SC2610 20251017 ... 0 447.3 449.7 SC
12 SC2612 20251017 445.1 446.8 ... 267.39 445.6 451.8 SC
13 SC2703 20251017 448.1 448.1 ... 89.62 448.1 450.7 SC
14 SC2706 20251017 ... 0 451.7 453.6 SC
15 SC2709 20251017 ... 0 450.2 450.2 SC
16 SC2712 20251017 444.1 447.6 ... 133.57 445.2 450.6 SC
17 SC2803 20251017 446 446 ... 44.6 446 449.9 SC
18 SC2806 20251017 445.9 449.6 ... 312.99 447.1 453.5 SC
19 SC2809 20251017 447 450.1 ... 1572.51 449.2 451.8 SC
21 LU2511 20251017 3136 3142 ... 17529.145 3069 3147 LU
22 LU2512 20251017 3161 3161 ... 339143.027 3096 3163 LU
23 LU2601 20251017 3156 3156 ... 216954.143 3101 3163 LU
24 LU2602 20251017 3159 3159 ... 49381.996 3115 3166 LU
25 LU2603 20251017 3156 3157 ... 4964.75 3116 3165 LU
26 LU2604 20251017 3140 3140 ... 43.579 3112 3176 LU
27 LU2605 20251017 3148 3161 ... 127.562 3111 3184 LU
28 LU2606 20251017 3157 3157 ... 24.939 3117 3192 LU
29 LU2607 20251017 3160 3168 ... 110.012 3143 3191 LU
30 LU2608 20251017 3157 3161 ... 84.601 3133 3192 LU
31 LU2609 20251017 3170 3178 ... 129.337 3154 3192 LU
32 LU2610 20251017 3150 3150 ... 25.038 3129 3185 LU
34 NR2511 20251017 12325 12425 ... 274418.315 12340 12295 NR
35 NR2512 20251017 12300 12360 ... 798817.15 12290 12245 NR
36 NR2601 20251017 12240 12290 ... 219539.39 12215 12215 NR
37 NR2602 20251017 12165 12240 ... 20717.32 12155 12195 NR
38 NR2603 20251017 12160 12210 ... 4097.445 12120 12185 NR
39 NR2604 20251017 12130 12195 ... 993.87 12120 12145 NR
40 NR2605 20251017 12165 12215 ... 654.505 12120 12165 NR
41 NR2606 20251017 12195 12195 ... 121.27 12125 12140 NR
42 NR2607 20251017 12160 12160 ... 36.44 12145 12100 NR
43 NR2608 20251017 12175 12175 ... 12.175 12175 12090 NR
44 NR2609 20251017 12195 12245 ... 36.655 12215 12180 NR
45 NR2610 20251017 12285 12285 ... 24.535 12265 12185 NR
47 BC2511 20251017 75010 75860 ... 310009.74 75250 75500 BC
48 BC2512 20251017 75200 75880 ... 40882.03 75350 75590 BC
49 BC2601 20251017 75510 75510 ... 37.755 75510 76570 BC
50 BC2602 20251017 ... 0 75800 75800 BC
51 BC2603 20251017 ... 0 75870 75870 BC
52 BC2604 20251017 ... 0 76440 76520 BC
53 BC2605 20251017 ... 0 75900 75900 BC
54 BC2606 20251017 ... 0 75880 75880 BC
55 BC2607 20251017 ... 0 76570 76570 BC
56 BC2608 20251017 ... 0 75800 75800 BC
57 BC2609 20251017 ... 0 76130 76130 BC
58 BC2610 20251017 ... 0 76130 76130 BC
60 EC2510 20251017 1107.9 1108.2 ... 8680.6755 1098.8 1112 EC
61 EC2512 20251017 1658.1 1698.6 ... 247387.476 1658.2 1663 EC
62 EC2602 20251017 1430 1484.5 ... 37672.6205 1459.8 1427.9 EC
63 EC2604 20251017 1130 1144 ... 17065.984 1126.4 1114.5 EC
64 EC2606 20251017 1298 1306.2 ... 1108.1375 1288.5 1283.7 EC
65 EC2608 20251017 1410 1428 ... 1002.164 1411.4 1418.2 EC
68 SC_TAS2511 20251017 ... SC_TAS
69 SC_TAS2512 20251017 ... SC_TAS
70 SC_TAS2601 20251017 ... SC_TAS
71 SC_TAS2602 20251017 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 18:25:51,806 - future_1d - INFO - ak.get_ine_daily('2025-10-17') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251017 ... 84720 85040 CU
1 1 CU2512 20251017 ... 84760 85060 CU
2 2 CU2601 20251017 ... 84710 85010 CU
3 3 CU2602 20251017 ... 84610 84870 CU
4 4 CU2603 20251017 ... 84560 84830 CU
5 5 CU2604 20251017 ... 84440 84800 CU
6 6 CU2605 20251017 ... 84470 84710 CU
7 7 CU2606 20251017 ... 84350 84690 CU
8 8 CU2607 20251017 ... 84200 84460 CU
9 9 CU2608 20251017 ... 84120 84470 CU
10 10 CU2609 20251017 ... 83990 84310 CU
11 11 CU2610 20251017 ... 83980 84110 CU
12 12 BC2511 20251017 ... 75250 75500 BC
13 13 BC2512 20251017 ... 75350 75590 BC
14 14 BC2601 20251017 ... 75510 76570 BC
15 15 BC2602 20251017 ... 75800 75800 BC
16 16 BC2603 20251017 ... 75870 75870 BC
17 17 BC2604 20251017 ... 76440 76520 BC
18 18 BC2605 20251017 ... 75900 75900 BC
19 19 BC2606 20251017 ... 75880 75880 BC
20 20 BC2607 20251017 ... 76570 76570 BC
21 21 BC2608 20251017 ... 75800 75800 BC
22 22 BC2609 20251017 ... 76130 76130 BC
23 23 BC2610 20251017 ... 76130 76130 BC
24 24 AL2511 20251017 ... 20960 20910 AL
25 25 AL2512 20251017 ... 20990 20935 AL
26 26 AL2601 20251017 ... 20995 20940 AL
27 27 AL2602 20251017 ... 21005 20935 AL
28 28 AL2603 20251017 ... 21010 20955 AL
29 29 AL2604 20251017 ... 21025 20985 AL
30 30 AL2605 20251017 ... 21040 20990 AL
31 31 AL2606 20251017 ... 21040 21010 AL
32 32 AL2607 20251017 ... 21070 20970 AL
33 33 AL2608 20251017 ... 21025 20990 AL
34 34 AL2609 20251017 ... 21035 20970 AL
35 35 AL2610 20251017 ... 21060 20985 AL
36 36 ZN2511 20251017 ... 21910 21950 ZN
37 37 ZN2512 20251017 ... 21925 21980 ZN
38 38 ZN2601 20251017 ... 21955 22015 ZN
39 39 ZN2602 20251017 ... 21990 22050 ZN
40 40 ZN2603 20251017 ... 22005 22080 ZN
41 41 ZN2604 20251017 ... 22010 22120 ZN
42 42 ZN2605 20251017 ... 22065 22140 ZN
43 43 ZN2606 20251017 ... 22075 22175 ZN
44 44 ZN2607 20251017 ... 22175 22175 ZN
45 45 ZN2608 20251017 ... 22205 22225 ZN
46 46 ZN2609 20251017 ... 22195 22255 ZN
47 47 ZN2610 20251017 ... 22210 22100 ZN
48 48 PB2511 20251017 ... 17050 17115 PB
49 49 PB2512 20251017 ... 17070 17135 PB
50 50 PB2601 20251017 ... 17070 17135 PB
51 51 PB2602 20251017 ... 17070 17120 PB
52 52 PB2603 20251017 ... 17120 17170 PB
53 53 PB2604 20251017 ... 17120 17190 PB
54 54 PB2605 20251017 ... 17150 17230 PB
55 55 PB2606 20251017 ... 17205 17230 PB
56 56 PB2607 20251017 ... 17160 17160 PB
57 57 PB2608 20251017 ... 17235 17245 PB
58 58 PB2609 20251017 ... 17175 17255 PB
59 59 PB2610 20251017 ... 17230 17235 PB
60 60 NI2511 20251017 ... 121340 120920 NI
61 61 NI2512 20251017 ... 121490 121070 NI
62 62 NI2601 20251017 ... 121690 121290 NI
63 63 NI2602 20251017 ... 121870 121520 NI
64 64 NI2603 20251017 ... 122040 121790 NI
65 65 NI2604 20251017 ... 122430 122050 NI
66 66 NI2605 20251017 ... 122570 122200 NI
67 67 NI2606 20251017 ... 122810 122390 NI
68 68 NI2607 20251017 ... 123110 122720 NI
69 69 NI2608 20251017 ... 123310 123000 NI
70 70 NI2609 20251017 ... 124290 123310 NI
71 71 NI2610 20251017 ... 123530 123480 NI
72 72 SN2511 20251017 ... 281380 280030 SN
73 73 SN2512 20251017 ... 281840 280450 SN
74 74 SN2601 20251017 ... 281930 280580 SN
75 75 SN2602 20251017 ... 282070 280680 SN
76 76 SN2603 20251017 ... 281950 280540 SN
77 77 SN2604 20251017 ... 282360 280560 SN
78 78 SN2605 20251017 ... 282090 280280 SN
79 79 SN2606 20251017 ... 282500 280690 SN
80 80 SN2607 20251017 ... 282610 281020 SN
81 81 SN2608 20251017 ... 282980 281860 SN
82 82 SN2609 20251017 ... 283360 282990 SN
83 83 SN2610 20251017 ... 282070 282070 SN
84 84 AO2511 20251017 ... 2779 2763 AO
85 85 AO2512 20251017 ... 2788 2773 AO
86 86 AO2601 20251017 ... 2802 2784 AO
87 87 AO2602 20251017 ... 2821 2806 AO
88 88 AO2603 20251017 ... 2893 2878 AO
89 89 AO2604 20251017 ... 2906 2894 AO
90 90 AO2605 20251017 ... 2919 2900 AO
91 91 AO2606 20251017 ... 2928 2914 AO
92 92 AO2607 20251017 ... 2934 2923 AO
93 93 AO2608 20251017 ... 2941 2932 AO
94 94 AO2609 20251017 ... 2962 2949 AO
95 95 AO2610 20251017 ... 2976 2946 AO
96 96 AD2511 20251017 ... 20395 20370 AD
97 97 AD2512 20251017 ... 20475 20435 AD
98 98 AD2601 20251017 ... 20515 20480 AD
99 99 AD2602 20251017 ... 20495 20460 AD
100 100 AD2603 20251017 ... 20530 20420 AD
101 101 AD2604 20251017 ... 20420 20420 AD
102 102 AD2605 20251017 ... 20375 20405 AD
103 103 AD2606 20251017 ... 20300 20300 AD
104 104 AD2607 20251017 ... 20270 20270 AD
105 105 AD2608 20251017 ... 20390 20495 AD
106 106 AD2609 20251017 ... 20640 20495 AD
107 107 AD2610 20251017 ... 20495 20495 AD
108 108 AU2511 20251017 ... 988.7 963.74 AU
109 109 AU2512 20251017 ... 986.38 963 AU
110 110 AU2601 20251017 ... 989.44 966.54 AU
111 111 AU2602 20251017 ... 989.9 965.94 AU
112 112 AU2604 20251017 ... 992.24 967.76 AU
113 113 AU2606 20251017 ... 995.6 970.88 AU
114 114 AU2608 20251017 ... 997.1 973.76 AU
115 115 AU2610 20251017 ... 1000.74 976.74 AU
116 116 AG2511 20251017 ... 12215 12004 AG
117 117 AG2512 20251017 ... 12230 12002 AG
118 118 AG2601 20251017 ... 12236 12009 AG
119 119 AG2602 20251017 ... 12249 12026 AG
120 120 AG2603 20251017 ... 12258 12045 AG
121 121 AG2604 20251017 ... 12270 12045 AG
122 122 AG2605 20251017 ... 12282 12055 AG
123 123 AG2606 20251017 ... 12293 12077 AG
124 124 AG2607 20251017 ... 12316 12085 AG
125 125 AG2608 20251017 ... 12310 12095 AG
126 126 AG2609 20251017 ... 12327 12125 AG
127 127 AG2610 20251017 ... 12340 12147 AG
128 128 RB2511 20251017 ... 2985 2971 RB
129 129 RB2512 20251017 ... 3033 3017 RB
130 130 RB2601 20251017 ... 3046 3036 RB
131 131 RB2602 20251017 ... 3052 3043 RB
132 132 RB2603 20251017 ... 3075 3064 RB
133 133 RB2604 20251017 ... 3092 3079 RB
134 134 RB2605 20251017 ... 3103 3087 RB
135 135 RB2606 20251017 ... 3118 3103 RB
136 136 RB2607 20251017 ... 3125 3111 RB
137 137 RB2608 20251017 ... 3136 3122 RB
138 138 RB2609 20251017 ... 3139 3129 RB
139 139 RB2610 20251017 ... 3142 3134 RB
140 140 WR2511 20251017 ... 3270 3270 WR
141 141 WR2512 20251017 ... 3355 3353 WR
142 142 WR2601 20251017 ... 3365 3336 WR
143 143 WR2602 20251017 ... 3403 3383 WR
144 144 WR2603 20251017 ... 3361 3361 WR
145 145 WR2604 20251017 ... 3369 3369 WR
146 146 WR2605 20251017 ... 3365 3365 WR
147 147 WR2606 20251017 ... 3363 3363 WR
148 148 WR2607 20251017 ... 3416 3416 WR
149 149 WR2608 20251017 ... 3461 3461 WR
150 150 WR2609 20251017 ... 3430 3430 WR
151 151 WR2610 20251017 ... 3430 3430 WR
152 152 HC2511 20251017 ... 3265 3255 HC
153 153 HC2512 20251017 ... 3255 3249 HC
154 154 HC2601 20251017 ... 3219 3209 HC
155 155 HC2602 20251017 ... 3226 3215 HC
156 156 HC2603 20251017 ... 3226 3215 HC
157 157 HC2604 20251017 ... 3230 3215 HC
158 158 HC2605 20251017 ... 3234 3220 HC
159 159 HC2606 20251017 ... 3228 3226 HC
160 160 HC2607 20251017 ... 3244 3228 HC
161 161 HC2608 20251017 ... 3249 3231 HC
162 162 HC2609 20251017 ... 3252 3240 HC
163 163 HC2610 20251017 ... 3256 3240 HC
164 164 SS2511 20251017 ... 12585 12515 SS
165 165 SS2512 20251017 ... 12615 12545 SS
166 166 SS2601 20251017 ... 12705 12635 SS
167 167 SS2602 20251017 ... 12760 12690 SS
168 168 SS2603 20251017 ... 12845 12760 SS
169 169 SS2604 20251017 ... 12910 12845 SS
170 170 SS2605 20251017 ... 12965 12910 SS
171 171 SS2606 20251017 ... 13045 12960 SS
172 172 SS2607 20251017 ... 13085 13000 SS
173 173 SS2608 20251017 ... 13125 13080 SS
174 174 SS2609 20251017 ... 13175 13120 SS
175 175 SS2610 20251017 ... 13230 13210 SS
176 176 SC2511 20251017 ... 437.9 443.2 SC
177 177 SC2512 20251017 ... 439.6 445.6 SC
178 178 SC2601 20251017 ... 439.5 446 SC
179 179 SC2602 20251017 ... 439.2 446.7 SC
180 180 SC2603 20251017 ... 440.6 447.3 SC
181 181 SC2604 20251017 ... 439.7 448.3 SC
182 182 SC2605 20251017 ... 440.6 449.4 SC
183 183 SC2606 20251017 ... 441.9 449.9 SC
184 184 SC2607 20251017 ... 444 451.9 SC
185 185 SC2608 20251017 ... 445.5 452.2 SC
186 186 SC2609 20251017 ... 445.7 451.7 SC
187 187 SC2610 20251017 ... 447.3 449.7 SC
188 188 SC2612 20251017 ... 445.6 451.8 SC
189 189 SC2703 20251017 ... 448.1 450.7 SC
190 190 SC2706 20251017 ... 451.7 453.6 SC
191 191 SC2709 20251017 ... 450.2 450.2 SC
192 192 SC2712 20251017 ... 445.2 450.6 SC
193 193 SC2803 20251017 ... 446 449.9 SC
194 194 SC2806 20251017 ... 447.1 453.5 SC
195 195 SC2809 20251017 ... 449.2 451.8 SC
196 196 LU2511 20251017 ... 3069 3147 LU
197 197 LU2512 20251017 ... 3096 3163 LU
198 198 LU2601 20251017 ... 3101 3163 LU
199 199 LU2602 20251017 ... 3115 3166 LU
200 200 LU2603 20251017 ... 3116 3165 LU
201 201 LU2604 20251017 ... 3112 3176 LU
202 202 LU2605 20251017 ... 3111 3184 LU
203 203 LU2606 20251017 ... 3117 3192 LU
204 204 LU2607 20251017 ... 3143 3191 LU
205 205 LU2608 20251017 ... 3133 3192 LU
206 206 LU2609 20251017 ... 3154 3192 LU
207 207 LU2610 20251017 ... 3129 3185 LU
208 208 FU2511 20251017 ... 2719 2761 FU
209 209 FU2512 20251017 ... 2674 2718 FU
210 210 FU2601 20251017 ... 2644 2694 FU
211 211 FU2602 20251017 ... 2631 2675 FU
212 212 FU2603 20251017 ... 2620 2666 FU
213 213 FU2604 20251017 ... 2618 2663 FU
214 214 FU2605 20251017 ... 2613 2657 FU
215 215 FU2606 20251017 ... 2609 2647 FU
216 216 FU2607 20251017 ... 2602 2642 FU
217 217 FU2608 20251017 ... 2574 2612 FU
218 218 FU2609 20251017 ... 2575 2606 FU
219 219 FU2610 20251017 ... 2564 2595 FU
220 220 BU2511 20251017 ... 3247 3265 BU
221 221 BU2512 20251017 ... 3172 3191 BU
222 222 BU2601 20251017 ... 3137 3161 BU
223 223 BU2602 20251017 ... 3146 3171 BU
224 224 BU2603 20251017 ... 3164 3195 BU
225 225 BU2604 20251017 ... 3171 3199 BU
226 226 BU2605 20251017 ... 3177 3202 BU
227 227 BU2606 20251017 ... 3182 3206 BU
228 228 BU2607 20251017 ... 3186 3213 BU
229 229 BU2608 20251017 ... 3177 3202 BU
230 230 BU2609 20251017 ... 3184 3208 BU
231 231 BU2610 20251017 ... 3168 3187 BU
232 232 BU2612 20251017 ... 3125 3149 BU
233 233 BU2703 20251017 ... 3150 3154 BU
234 234 BU2706 20251017 ... 3151 3168 BU
235 235 BU2709 20251017 ... 3158 3171 BU
236 236 BR2511 20251017 ... 11035 11005 BR
237 237 BR2512 20251017 ... 10940 10930 BR
238 238 BR2601 20251017 ... 10915 10930 BR
239 239 BR2602 20251017 ... 10890 10925 BR
240 240 BR2603 20251017 ... 10880 10890 BR
241 241 BR2604 20251017 ... 10850 10875 BR
242 242 BR2605 20251017 ... 10945 10915 BR
243 243 BR2606 20251017 ... 10910 10980 BR
244 244 BR2607 20251017 ... 11150 11065 BR
245 245 BR2608 20251017 ... 11185 11080 BR
246 246 BR2609 20251017 ... 11245 11180 BR
247 247 BR2610 20251017 ... 11215 11080 BR
248 248 RU2511 20251017 ... 14065 14105 RU
249 249 RU2601 20251017 ... 14820 14845 RU
250 250 RU2603 20251017 ... 14810 14820 RU
251 251 RU2604 20251017 ... 14800 14885 RU
252 252 RU2605 20251017 ... 14790 14830 RU
253 253 RU2606 20251017 ... 14815 14815 RU
254 254 RU2607 20251017 ... 14840 14885 RU
255 255 RU2608 20251017 ... 14810 14865 RU
256 256 RU2609 20251017 ... 14815 14825 RU
257 257 RU2610 20251017 ... 14855 14810 RU
258 258 NR2511 20251017 ... 12340 12295 NR
259 259 NR2512 20251017 ... 12290 12245 NR
260 260 NR2601 20251017 ... 12215 12215 NR
261 261 NR2602 20251017 ... 12155 12195 NR
262 262 NR2603 20251017 ... 12120 12185 NR
263 263 NR2604 20251017 ... 12120 12145 NR
264 264 NR2605 20251017 ... 12120 12165 NR
265 265 NR2606 20251017 ... 12125 12140 NR
266 266 NR2607 20251017 ... 12145 12100 NR
267 267 NR2608 20251017 ... 12175 12090 NR
268 268 NR2609 20251017 ... 12215 12180 NR
269 269 NR2610 20251017 ... 12265 12185 NR
270 270 SP2511 20251017 ... 4850 4850 SP
271 271 SP2512 20251017 ... 4870 4874 SP
272 272 SP2601 20251017 ... 5124 5154 SP
273 273 SP2602 20251017 ... 5142 5168 SP
274 274 SP2603 20251017 ... 5156 5188 SP
275 275 SP2604 20251017 ... 5174 5196 SP
276 276 SP2605 20251017 ... 5186 5220 SP
277 277 SP2606 20251017 ... 5184 5228 SP
278 278 SP2607 20251017 ... 5190 5220 SP
279 279 SP2608 20251017 ... 5196 5234 SP
280 280 SP2609 20251017 ... 5186 5220 SP
281 281 SP2610 20251017 ... 5190 5244 SP
282 282 OP2601 20251017 ... 4206 4210 OP
283 283 OP2602 20251017 ... 4220 4224 OP
284 284 OP2603 20251017 ... 4216 4216 OP
285 285 OP2604 20251017 ... 4228 4232 OP
286 286 OP2605 20251017 ... 4216 4216 OP
287 287 OP2606 20251017 ... 4198 4184 OP
288 288 OP2607 20251017 ... 4242 4242 OP
289 289 OP2608 20251017 ... 4258 4268 OP
290 290 OP2609 20251017 ... 4220 4220 OP
291 291 OP2610 20251017 ... 4220 4220 OP
292 292 EC2510 20251017 ... 1098.8 1112 EC
293 293 EC2512 20251017 ... 1658.2 1663 EC
294 294 EC2602 20251017 ... 1459.8 1427.9 EC
295 295 EC2604 20251017 ... 1126.4 1114.5 EC
296 296 EC2606 20251017 ... 1288.5 1283.7 EC
297 297 EC2608 20251017 ... 1411.4 1418.2 EC
298 298 SC_TAS2511 20251017 ... SC_TAS
299 299 SC_TAS2512 20251017 ... SC_TAS
300 300 SC_TAS2601 20251017 ... SC_TAS
301 301 SC_TAS2602 20251017 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 18:25:51,923 - future_1d - INFO - ak.get_shfe_daily('2025-10-17') done
2025-10-22 18:25:53,695 - future_1d - INFO - save future_daily 2025-10-17 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251020 0.0 ... 52345.0 52545.0 PS
1 PS2511 20251020 52700.0 ... 51345.0 52250.0 PS
2 PS2512 20251020 54500.0 ... 53755.0 54780.0 PS
3 PS2601 20251020 55300.0 ... 53700.0 54780.0 PS
4 PS2602 20251020 54930.0 ... 53565.0 54550.0 PS
5 PS2603 20251020 54655.0 ... 53340.0 54420.0 PS
6 PS2604 20251020 54555.0 ... 53250.0 54355.0 PS
7 PS2605 20251020 54670.0 ... 53180.0 54265.0 PS
8 PS2606 20251020 56600.0 ... 54935.0 55905.0 PS
9 PS2607 20251020 56355.0 ... 54860.0 55630.0 PS
10 PS2608 20251020 55465.0 ... 54340.0 55400.0 PS
11 PS2609 20251020 55000.0 ... 54110.0 55225.0 PS
13 SI2510 20251020 8545.0 ... 8580.0 8615.0 SI
14 SI2511 20251020 8500.0 ... 8585.0 8490.0 SI
15 SI2512 20251020 8820.0 ... 8955.0 8900.0 SI
16 SI2601 20251020 8860.0 ... 8905.0 8850.0 SI
17 SI2602 20251020 8900.0 ... 8910.0 8850.0 SI
18 SI2603 20251020 8895.0 ... 8910.0 8835.0 SI
19 SI2604 20251020 8905.0 ... 8920.0 8865.0 SI
20 SI2605 20251020 8915.0 ... 8935.0 8875.0 SI
21 SI2606 20251020 8930.0 ... 8940.0 8890.0 SI
22 SI2607 20251020 8970.0 ... 8950.0 8890.0 SI
23 SI2608 20251020 8970.0 ... 8960.0 8900.0 SI
24 SI2609 20251020 8865.0 ... 8975.0 8930.0 SI
27 LC2510 20251020 0.0 ... 75560.0 76180.0 LC
28 LC2511 20251020 76260.0 ... 75900.0 75760.0 LC
29 LC2512 20251020 76800.0 ... 76140.0 75940.0 LC
30 LC2601 20251020 76600.0 ... 76180.0 75900.0 LC
31 LC2602 20251020 76420.0 ... 75920.0 75580.0 LC
32 LC2603 20251020 76440.0 ... 75800.0 75440.0 LC
33 LC2604 20251020 76560.0 ... 76160.0 75880.0 LC
34 LC2605 20251020 76500.0 ... 76140.0 75960.0 LC
35 LC2606 20251020 76460.0 ... 75900.0 75900.0 LC
36 LC2607 20251020 76360.0 ... 75980.0 75580.0 LC
37 LC2608 20251020 76440.0 ... 76200.0 75740.0 LC
38 LC2609 20251020 76380.0 ... 76180.0 75980.0 LC
[36 rows x 12 columns]
2025-10-22 18:26:01,254 - future_1d - INFO - ak.get_gfex_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 a2511 20251020 4005.00 ... 4041.00 4012.00 A
1 a2601 20251020 4028.00 ... 4055.00 4034.00 A
2 a2603 20251020 4013.00 ... 4055.00 4034.00 A
3 a2605 20251020 4060.00 ... 4087.00 4066.00 A
4 a2607 20251020 4047.00 ... 4083.00 4060.00 A
5 a2609 20251020 4060.00 ... 4086.00 4063.00 A
6 b2510 20251020 0.00 ... 3600.00 3600.00 B
7 b2511 20251020 3575.00 ... 3607.00 3582.00 B
8 b2512 20251020 3593.00 ... 3611.00 3595.00 B
9 b2601 20251020 3595.00 ... 3623.00 3609.00 B
10 b2602 20251020 3605.00 ... 3639.00 3618.00 B
11 b2603 20251020 3585.00 ... 3603.00 3585.00 B
12 b2604 20251020 3498.00 ... 3501.00 3504.00 B
13 b2605 20251020 3424.00 ... 3446.00 3441.00 B
14 b2606 20251020 3412.00 ... 3418.00 3408.00 B
15 b2607 20251020 3403.00 ... 3419.00 3410.00 B
16 b2608 20251020 3502.00 ... 3517.00 3511.00 B
17 b2609 20251020 3534.00 ... 3549.00 3534.00 B
18 bb2511 20251020 0.00 ... 144.50 144.50 BB
19 bb2601 20251020 147.10 ... 146.85 147.15 BB
20 bb2603 20251020 146.50 ... 146.65 146.90 BB
21 bb2605 20251020 147.35 ... 147.10 147.70 BB
22 bb2607 20251020 0.00 ... 151.60 152.20 BB
23 bb2609 20251020 0.00 ... 151.60 152.20 BB
24 bz2603 20251020 5579.00 ... 5535.00 5594.00 BZ
25 bz2604 20251020 5602.00 ... 5529.00 5583.00 BZ
26 bz2605 20251020 5608.00 ... 5532.00 5587.00 BZ
27 bz2606 20251020 5588.00 ... 5515.00 5597.00 BZ
28 bz2607 20251020 5485.00 ... 5479.00 5603.00 BZ
29 bz2608 20251020 0.00 ... 5577.00 5586.00 BZ
30 bz2609 20251020 0.00 ... 5639.00 5695.00 BZ
31 c2511 20251020 2114.00 ... 2118.00 2114.00 C
32 c2601 20251020 2118.00 ... 2128.00 2128.00 C
33 c2603 20251020 2148.00 ... 2158.00 2158.00 C
34 c2605 20251020 2220.00 ... 2236.00 2231.00 C
35 c2607 20251020 2238.00 ... 2257.00 2243.00 C
36 c2609 20251020 2254.00 ... 2271.00 2259.00 C
37 cs2511 20251020 2374.00 ... 2382.00 2373.00 CS
38 cs2601 20251020 2387.00 ... 2402.00 2402.00 CS
39 cs2603 20251020 2404.00 ... 2426.00 2423.00 CS
40 cs2605 20251020 2522.00 ... 2534.00 2528.00 CS
41 cs2607 20251020 2538.00 ... 2551.00 2541.00 CS
42 cs2609 20251020 2583.00 ... 2592.00 2583.00 CS
43 eb2510 20251020 6419.00 ... 6316.00 6495.00 EB
44 eb2511 20251020 6505.00 ... 6469.00 6519.00 EB
45 eb2512 20251020 6528.00 ... 6495.00 6542.00 EB
46 eb2601 20251020 6570.00 ... 6543.00 6587.00 EB
47 eb2602 20251020 6629.00 ... 6609.00 6640.00 EB
48 eb2603 20251020 6696.00 ... 6670.00 6696.00 EB
49 eb2604 20251020 6768.00 ... 6689.00 6747.00 EB
50 eb2605 20251020 6772.00 ... 6756.00 6795.00 EB
51 eb2606 20251020 6828.00 ... 6795.00 6870.00 EB
52 eb2607 20251020 6823.00 ... 6817.00 6836.00 EB
53 eb2608 20251020 6819.00 ... 6822.00 6840.00 EB
54 eb2609 20251020 6857.00 ... 6857.00 6869.00 EB
55 eg2510 20251020 4086.00 ... 4057.00 4082.00 EG
56 eg2511 20251020 4022.00 ... 4031.00 4043.00 EG
57 eg2512 20251020 4022.00 ... 4028.00 4038.00 EG
58 eg2601 20251020 4012.00 ... 4030.00 4037.00 EG
59 eg2602 20251020 4056.00 ... 4054.00 4051.00 EG
60 eg2603 20251020 4062.00 ... 4069.00 4065.00 EG
61 eg2604 20251020 4123.00 ... 4108.00 4131.00 EG
62 eg2605 20251020 4104.00 ... 4111.00 4122.00 EG
63 eg2606 20251020 4127.00 ... 4108.00 4131.00 EG
64 eg2607 20251020 4125.00 ... 4132.00 4166.00 EG
65 eg2608 20251020 4156.00 ... 4136.00 4180.00 EG
66 eg2609 20251020 4148.00 ... 4146.00 4150.00 EG
67 fb2510 20251020 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251020 1239.50 ... 1232.50 1240.00 FB
69 fb2512 20251020 1256.50 ... 1258.00 1259.50 FB
70 fb2601 20251020 1267.50 ... 1268.50 1268.00 FB
71 fb2602 20251020 1265.50 ... 1265.50 1266.50 FB
72 fb2603 20251020 1258.00 ... 1258.00 1261.50 FB
73 fb2604 20251020 1260.00 ... 1260.50 1265.00 FB
74 fb2605 20251020 1315.00 ... 1315.00 1288.50 FB
75 fb2606 20251020 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251020 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251020 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251020 0.00 ... 1296.00 1296.00 FB
79 i2510 20251020 0.00 ... 806.00 806.00 I
80 i2511 20251020 790.00 ... 787.00 789.00 I
81 i2512 20251020 782.50 ... 779.50 783.00 I
82 i2601 20251020 771.00 ... 768.50 771.50 I
83 i2602 20251020 769.00 ... 767.00 769.50 I
84 i2603 20251020 764.50 ... 764.00 766.00 I
85 i2604 20251020 759.50 ... 758.50 761.00 I
86 i2605 20251020 749.00 ... 749.00 750.50 I
87 i2606 20251020 744.50 ... 744.00 745.00 I
88 i2607 20251020 739.50 ... 738.50 740.50 I
89 i2608 20251020 735.00 ... 734.50 736.00 I
90 i2609 20251020 729.00 ... 728.00 729.00 I
91 j2510 20251020 0.00 ... 1600.00 1600.00 J
92 j2511 20251020 1655.00 ... 1656.50 1621.00 J
93 j2512 20251020 1683.00 ... 1687.50 1649.00 J
94 j2601 20251020 1685.00 ... 1719.00 1682.50 J
95 j2602 20251020 1755.00 ... 1753.00 1707.00 J
96 j2603 20251020 0.00 ... 1738.50 1738.50 J
97 j2604 20251020 1860.00 ... 1847.50 1808.00 J
98 j2605 20251020 1831.00 ... 1864.50 1828.50 J
99 j2606 20251020 1886.50 ... 1887.50 1820.50 J
100 j2607 20251020 1897.00 ... 1897.00 1833.50 J
101 j2608 20251020 0.00 ... 1865.00 1865.00 J
102 j2609 20251020 1945.00 ... 1946.00 1909.50 J
103 jd2510 20251020 2709.00 ... 2700.00 2734.00 JD
104 jd2511 20251020 2752.00 ... 2770.00 2819.00 JD
105 jd2512 20251020 2900.00 ... 2916.00 2965.00 JD
106 jd2601 20251020 3150.00 ... 3153.00 3176.00 JD
107 jd2602 20251020 2940.00 ... 2949.00 2968.00 JD
108 jd2603 20251020 2960.00 ... 2962.00 2974.00 JD
109 jd2604 20251020 3103.00 ... 3122.00 3108.00 JD
110 jd2605 20251020 3310.00 ... 3332.00 3310.00 JD
111 jd2606 20251020 3212.00 ... 3232.00 3211.00 JD
112 jd2607 20251020 3447.00 ... 3477.00 3459.00 JD
113 jd2608 20251020 3945.00 ... 3959.00 3951.00 JD
114 jd2609 20251020 3829.00 ... 3851.00 3845.00 JD
115 jm2510 20251020 1036.50 ... 1036.50 960.00 JM
116 jm2511 20251020 1053.00 ... 1080.00 1067.50 JM
117 jm2512 20251020 1121.00 ... 1150.00 1120.00 JM
118 jm2601 20251020 1190.00 ... 1219.50 1184.50 JM
119 jm2602 20251020 1205.00 ... 1240.00 1206.50 JM
120 jm2603 20251020 1230.00 ... 1256.00 1225.00 JM
121 jm2604 20251020 1242.50 ... 1273.50 1245.50 JM
122 jm2605 20251020 1265.00 ... 1297.00 1266.50 JM
123 jm2606 20251020 1290.00 ... 1317.00 1283.50 JM
124 jm2607 20251020 1308.00 ... 1328.00 1303.50 JM
125 jm2608 20251020 1328.50 ... 1355.00 1323.50 JM
126 jm2609 20251020 1345.00 ... 1372.00 1346.50 JM
127 l2510 20251020 0.00 ... 6856.00 6856.00 L
128 l2511 20251020 6875.00 ... 6890.00 6868.00 L
129 l2512 20251020 6870.00 ... 6903.00 6883.00 L
130 l2601 20251020 6891.00 ... 6909.00 6893.00 L
131 l2602 20251020 6916.00 ... 6904.00 6890.00 L
132 l2603 20251020 6891.00 ... 6912.00 6892.00 L
133 l2604 20251020 6960.00 ... 6958.00 6945.00 L
134 l2605 20251020 6912.00 ... 6943.00 6927.00 L
135 l2606 20251020 6954.00 ... 6936.00 6919.00 L
136 l2607 20251020 6969.00 ... 6954.00 6952.00 L
137 l2608 20251020 6972.00 ... 6967.00 6934.00 L
138 l2609 20251020 6952.00 ... 6965.00 6922.00 L
139 lg2511 20251020 802.00 ... 803.00 800.50 LG
140 lg2601 20251020 836.00 ... 834.50 830.50 LG
141 lg2603 20251020 835.00 ... 833.00 832.50 LG
142 lg2605 20251020 834.00 ... 834.00 834.00 LG
143 lg2607 20251020 836.00 ... 835.50 834.00 LG
144 lg2609 20251020 836.50 ... 835.50 835.50 LG
145 lh2511 20251020 11200.00 ... 11365.00 11105.00 LH
146 lh2601 20251020 11800.00 ... 12100.00 11815.00 LH
147 lh2603 20251020 11420.00 ... 11550.00 11375.00 LH
148 lh2605 20251020 11985.00 ... 12115.00 12000.00 LH
149 lh2607 20251020 12760.00 ... 12895.00 12770.00 LH
150 lh2609 20251020 13520.00 ... 13660.00 13580.00 LH
151 m2511 20251020 2854.00 ... 2874.00 2857.00 M
152 m2512 20251020 2885.00 ... 2904.00 2900.00 M
153 m2601 20251020 2868.00 ... 2894.00 2882.00 M
154 m2603 20251020 2855.00 ... 2879.00 2872.00 M
155 m2605 20251020 2708.00 ... 2731.00 2730.00 M
156 m2607 20251020 2705.00 ... 2716.00 2715.00 M
157 m2608 20251020 2830.00 ... 2841.00 2837.00 M
158 m2609 20251020 2840.00 ... 2847.00 2840.00 M
159 p2510 20251020 0.00 ... 9120.00 9120.00 P
160 p2511 20251020 9258.00 ... 9276.00 9254.00 P
161 p2512 20251020 9290.00 ... 9310.00 9282.00 P
162 p2601 20251020 9332.00 ... 9370.00 9334.00 P
163 p2602 20251020 9304.00 ... 9382.00 9336.00 P
164 p2603 20251020 9342.00 ... 9394.00 9352.00 P
165 p2604 20251020 9354.00 ... 9380.00 9330.00 P
166 p2605 20251020 9278.00 ... 9328.00 9294.00 P
167 p2606 20251020 9208.00 ... 9226.00 9208.00 P
168 p2607 20251020 9154.00 ... 9134.00 9126.00 P
169 p2608 20251020 9056.00 ... 9064.00 9034.00 P
170 p2609 20251020 9000.00 ... 9022.00 8974.00 P
171 pg2510 20251020 4339.00 ... 4339.00 4339.00 PG
172 pg2511 20251020 4224.00 ... 4239.00 4241.00 PG
173 pg2512 20251020 4095.00 ... 4102.00 4109.00 PG
174 pg2601 20251020 3981.00 ... 3994.00 4001.00 PG
175 pg2602 20251020 3879.00 ... 3899.00 3907.00 PG
176 pg2603 20251020 3792.00 ... 3806.00 3821.00 PG
177 pg2604 20251020 4147.00 ... 4137.00 4180.00 PG
178 pg2605 20251020 4037.00 ... 4057.00 4078.00 PG
179 pg2606 20251020 3992.00 ... 4002.00 4011.00 PG
180 pg2607 20251020 3955.00 ... 3937.00 3972.00 PG
181 pg2608 20251020 3890.00 ... 3884.00 3902.00 PG
182 pg2609 20251020 3818.00 ... 3827.00 3842.00 PG
183 pp2510 20251020 0.00 ... 6455.00 6455.00 PP
184 pp2511 20251020 6483.00 ... 6525.00 6508.00 PP
185 pp2512 20251020 6561.00 ... 6568.00 6550.00 PP
186 pp2601 20251020 6566.00 ... 6594.00 6583.00 PP
187 pp2602 20251020 6568.00 ... 6596.00 6585.00 PP
188 pp2603 20251020 6564.00 ... 6593.00 6585.00 PP
189 pp2604 20251020 6608.00 ... 6625.00 6604.00 PP
190 pp2605 20251020 6609.00 ... 6640.00 6630.00 PP
191 pp2606 20251020 6611.00 ... 6600.00 6583.00 PP
192 pp2607 20251020 6617.00 ... 6595.00 6587.00 PP
193 pp2608 20251020 6646.00 ... 6630.00 6616.00 PP
194 pp2609 20251020 6650.00 ... 6664.00 6657.00 PP
195 rr2510 20251020 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251020 3617.00 ... 3617.00 3616.00 RR
197 rr2512 20251020 3593.00 ... 3597.00 3598.00 RR
198 rr2601 20251020 3629.00 ... 3627.00 3627.00 RR
199 rr2602 20251020 3619.00 ... 3614.00 3617.00 RR
200 rr2603 20251020 3614.00 ... 3613.00 3614.00 RR
201 rr2604 20251020 3615.00 ... 3618.00 3622.00 RR
202 rr2605 20251020 3620.00 ... 3615.00 3625.00 RR
203 rr2606 20251020 3610.00 ... 3606.00 3612.00 RR
204 rr2607 20251020 3608.00 ... 3608.00 3609.00 RR
205 rr2608 20251020 3599.00 ... 3600.00 3606.00 RR
206 rr2609 20251020 3616.00 ... 3616.00 3623.00 RR
207 v2510 20251020 4592.00 ... 4596.00 4586.00 V
208 v2511 20251020 4597.00 ... 4632.00 4617.00 V
209 v2512 20251020 4653.00 ... 4673.00 4658.00 V
210 v2601 20251020 4696.00 ... 4721.00 4706.00 V
211 v2602 20251020 4741.00 ... 4767.00 4748.00 V
212 v2603 20251020 4767.00 ... 4796.00 4777.00 V
213 v2604 20251020 5000.00 ... 4993.00 4970.00 V
214 v2605 20251020 4991.00 ... 5026.00 5012.00 V
215 v2606 20251020 5072.00 ... 5065.00 5045.00 V
216 v2607 20251020 5103.00 ... 5106.00 5090.00 V
217 v2608 20251020 5126.00 ... 5132.00 5116.00 V
218 v2609 20251020 5129.00 ... 5151.00 5140.00 V
219 y2511 20251020 8262.00 ... 8292.00 8272.00 Y
220 y2512 20251020 8304.00 ... 8346.00 8316.00 Y
221 y2601 20251020 8272.00 ... 8312.00 8286.00 Y
222 y2603 20251020 8224.00 ... 8256.00 8230.00 Y
223 y2605 20251020 8048.00 ... 8108.00 8078.00 Y
224 y2607 20251020 7998.00 ... 8044.00 8018.00 Y
225 y2608 20251020 8010.00 ... 8036.00 8008.00 Y
226 y2609 20251020 7960.00 ... 8012.00 7986.00 Y
[227 rows x 12 columns]
2025-10-22 18:26:01,799 - future_1d - INFO - ak.get_dce_daily('2025-10-20') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251020 9205.0 9400.0 ... 250.93 9294.0 9187.0 AP
1 AP511 20251020 8796.0 8970.0 ... 3455.28 8882.0 8760.0 AP
2 AP512 20251020 8686.0 8862.0 ... 6547.42 8730.0 8677.0 AP
3 AP601 20251020 8688.0 8888.0 ... 1405291.35 8798.0 8669.0 AP
4 AP603 20251020 8604.0 8916.0 ... 8262.33 8771.0 8564.0 AP
5 AP604 20251020 8663.0 9160.0 ... 5813.67 8972.0 8604.0 AP
6 AP605 20251020 8761.0 9373.0 ... 404073.49 9142.0 8654.0 AP
7 CF511 20251020 13405.0 13555.0 ... 42452.59 13490.0 13375.0 CF
8 CF601 20251020 13360.0 13495.0 ... 1946627.52 13435.0 13335.0 CF
9 CF603 20251020 13380.0 13515.0 ... 141687.96 13480.0 13360.0 CF
10 CF605 20251020 13420.0 13555.0 ... 557778.31 13505.0 13390.0 CF
11 CF607 20251020 13440.0 13575.0 ... 2781.67 13535.0 13405.0 CF
12 CF609 20251020 13615.0 13730.0 ... 4342.52 13675.0 13555.0 CF
13 CJ512 20251020 11280.0 11340.0 ... 7322.28 11250.0 11250.0 CJ
14 CJ601 20251020 11450.0 11470.0 ... 830220.93 11385.0 11405.0 CJ
15 CJ603 20251020 11340.0 11390.0 ... 9652.38 11310.0 11340.0 CJ
16 CJ605 20251020 11450.0 11465.0 ... 165812.68 11395.0 11435.0 CJ
17 CJ607 20251020 11445.0 11545.0 ... 1744.73 11480.0 11520.0 CJ
18 CJ609 20251020 11685.0 11685.0 ... 1149.54 11610.0 11655.0 CJ
19 CY510 20251020 0.0 0.0 ... 0.00 19705.0 19545.0 CY
20 CY511 20251020 19790.0 19960.0 ... 1144.20 19900.0 19780.0 CY
21 CY512 20251020 0.0 0.0 ... 0.00 19345.0 19150.0 CY
22 CY601 20251020 19490.0 19660.0 ... 134097.58 19605.0 19445.0 CY
23 CY602 20251020 0.0 0.0 ... 0.00 19475.0 19455.0 CY
24 CY603 20251020 0.0 0.0 ... 0.00 19650.0 19525.0 CY
25 CY604 20251020 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251020 19715.0 19745.0 ... 69.03 19720.0 19590.0 CY
27 CY606 20251020 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251020 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251020 0.0 0.0 ... 0.00 19605.0 19545.0 CY
30 CY609 20251020 19900.0 19900.0 ... 9.95 19900.0 19740.0 CY
31 FG510 20251020 980.0 980.0 ... 19.60 980.0 1010.0 FG
32 FG511 20251020 999.0 1020.0 ... 17399.90 1005.0 1019.0 FG
33 FG512 20251020 1103.0 1128.0 ... 153307.44 1114.0 1122.0 FG
34 FG601 20251020 1099.0 1125.0 ... 4963570.08 1108.0 1118.0 FG
35 FG602 20251020 1166.0 1192.0 ... 58829.70 1173.0 1184.0 FG
36 FG603 20251020 1165.0 1190.0 ... 195173.60 1174.0 1188.0 FG
37 FG604 20251020 1235.0 1261.0 ... 892.37 1246.0 1252.0 FG
38 FG605 20251020 1234.0 1260.0 ... 180015.65 1241.0 1252.0 FG
39 FG606 20251020 1280.0 1300.0 ... 1068.83 1285.0 1289.0 FG
40 FG607 20251020 1276.0 1291.0 ... 2092.95 1272.0 1283.0 FG
41 FG608 20251020 1327.0 1345.0 ... 1552.33 1329.0 1337.0 FG
42 FG609 20251020 1321.0 1343.0 ... 7956.01 1328.0 1336.0 FG
43 JR511 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251020 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251020 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251020 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251020 2249.0 2277.0 ... 6316.49 2255.0 2267.0 MA
53 MA512 20251020 2261.0 2293.0 ... 64957.29 2271.0 2280.0 MA
54 MA601 20251020 2272.0 2301.0 ... 1885788.96 2280.0 2289.0 MA
55 MA602 20251020 2298.0 2326.0 ... 32716.18 2307.0 2314.0 MA
56 MA603 20251020 2308.0 2336.0 ... 64365.47 2315.0 2320.0 MA
57 MA604 20251020 2310.0 2325.0 ... 76.35 2314.0 2321.0 MA
58 MA605 20251020 2292.0 2313.0 ... 217817.75 2298.0 2304.0 MA
59 MA606 20251020 2309.0 2312.0 ... 32.24 2303.0 2302.0 MA
60 MA607 20251020 2282.0 2299.0 ... 93.59 2283.0 2281.0 MA
61 MA608 20251020 2282.0 2290.0 ... 20.51 2278.0 2280.0 MA
62 MA609 20251020 2250.0 2270.0 ... 3069.82 2261.0 2260.0 MA
63 OI511 20251020 10024.0 10108.0 ... 13037.63 10068.0 10048.0 OI
64 OI601 20251020 9870.0 9952.0 ... 1500634.78 9904.0 9894.0 OI
65 OI603 20251020 9672.0 9799.0 ... 218089.00 9740.0 9690.0 OI
66 OI605 20251020 9486.0 9571.0 ... 99411.14 9526.0 9488.0 OI
67 OI607 20251020 9454.0 9516.0 ... 955.36 9459.0 9440.0 OI
68 OI609 20251020 9411.0 9469.0 ... 1017.31 9420.0 9402.0 OI
69 PF510 20251020 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251020 6072.0 6130.0 ... 18878.18 6086.0 6100.0 PF
71 PF512 20251020 6050.0 6120.0 ... 497803.67 6068.0 6068.0 PF
72 PF601 20251020 6064.0 6120.0 ... 78568.19 6076.0 6076.0 PF
73 PF602 20251020 6050.0 6106.0 ... 163089.82 6056.0 6062.0 PF
74 PF603 20251020 6042.0 6092.0 ... 71123.91 6046.0 6050.0 PF
75 PF604 20251020 6136.0 6136.0 ... 12.22 6108.0 6094.0 PF
76 PF605 20251020 6128.0 6150.0 ... 222.63 6100.0 6096.0 PF
77 PF606 20251020 6092.0 6102.0 ... 9.14 6096.0 6090.0 PF
78 PF607 20251020 6152.0 6186.0 ... 21.49 6140.0 6112.0 PF
79 PF608 20251020 0.0 0.0 ... 0.00 6128.0 6128.0 PF
80 PF609 20251020 6182.0 6182.0 ... 18.46 6154.0 6132.0 PF
81 PK510 20251020 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251020 7750.0 7758.0 ... 17305.63 7710.0 7758.0 PK
83 PK512 20251020 7842.0 7882.0 ... 138082.18 7836.0 7864.0 PK
84 PK601 20251020 7948.0 7994.0 ... 400188.70 7952.0 7968.0 PK
85 PK603 20251020 8028.0 8090.0 ... 134734.89 8040.0 8048.0 PK
86 PK604 20251020 8048.0 8082.0 ... 614.88 8038.0 8042.0 PK
87 PK605 20251020 8034.0 8100.0 ... 14976.60 8066.0 8066.0 PK
88 PL601 20251020 6029.0 6099.0 ... 84254.09 6065.0 6049.0 PL
89 PL602 20251020 6031.0 6138.0 ... 28410.13 6112.0 6085.0 PL
90 PL603 20251020 6025.0 6138.0 ... 15334.72 6105.0 6078.0 PL
91 PL604 20251020 6082.0 6082.0 ... 12.16 6082.0 6078.0 PL
92 PL605 20251020 6113.0 6113.0 ... 206.68 6079.0 6068.0 PL
93 PL606 20251020 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251020 0.0 0.0 ... 0.00 6245.0 6245.0 PL
95 PL608 20251020 6164.0 6164.0 ... 12.33 6164.0 6106.0 PL
96 PL609 20251020 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251020 5650.0 5670.0 ... 2547.15 5660.0 5650.0 PR
104 PR511 20251020 5576.0 5618.0 ... 16919.36 5578.0 5582.0 PR
105 PR512 20251020 5576.0 5614.0 ... 237658.73 5568.0 5578.0 PR
106 PR601 20251020 5536.0 5578.0 ... 332913.20 5534.0 5542.0 PR
107 PR602 20251020 5554.0 5616.0 ... 61793.09 5568.0 5586.0 PR
108 PR603 20251020 5612.0 5612.0 ... 258.50 5560.0 5576.0 PR
109 PR604 20251020 5626.0 5626.0 ... 133.97 5582.0 5596.0 PR
110 PR605 20251020 5640.0 5640.0 ... 75.75 5612.0 5614.0 PR
111 PR606 20251020 0.0 0.0 ... 0.00 5644.0 5650.0 PR
112 PR607 20251020 5670.0 5670.0 ... 8.51 5670.0 5652.0 PR
113 PR608 20251020 5682.0 5682.0 ... 17.01 5672.0 5666.0 PR
114 PR609 20251020 0.0 0.0 ... 0.00 5662.0 5662.0 PR
115 PX510 20251020 0.0 0.0 ... 0.00 6304.0 6314.0 PX
116 PX511 20251020 6300.0 6370.0 ... 31102.03 6306.0 6330.0 PX
117 PX512 20251020 6322.0 6392.0 ... 104241.73 6314.0 6350.0 PX
118 PX601 20251020 6312.0 6392.0 ... 624428.49 6324.0 6334.0 PX
119 PX602 20251020 6318.0 6408.0 ... 332949.18 6324.0 6346.0 PX
120 PX603 20251020 6450.0 6450.0 ... 196230.81 6316.0 6332.0 PX
121 PX604 20251020 6360.0 6360.0 ... 9.51 6340.0 6312.0 PX
122 PX605 20251020 6340.0 6422.0 ... 2933.23 6378.0 6356.0 PX
123 PX606 20251020 6442.0 6442.0 ... 12.79 6398.0 6382.0 PX
124 PX607 20251020 6340.0 6340.0 ... 3.17 6340.0 6344.0 PX
125 PX608 20251020 6426.0 6426.0 ... 9.57 6382.0 6362.0 PX
126 PX609 20251020 6424.0 6442.0 ... 32.04 6408.0 6386.0 PX
127 RI511 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251020 2379.0 2420.0 ... 2460.00 2405.0 2395.0 RM
134 RM601 20251020 2304.0 2367.0 ... 589502.19 2347.0 2338.0 RM
135 RM603 20251020 2273.0 2310.0 ... 4977.53 2298.0 2292.0 RM
136 RM605 20251020 2274.0 2312.0 ... 108276.94 2300.0 2292.0 RM
137 RM607 20251020 2273.0 2302.0 ... 7401.73 2293.0 2284.0 RM
138 RM608 20251020 2377.0 2405.0 ... 357.32 2398.0 2392.0 RM
139 RM609 20251020 2371.0 2399.0 ... 2963.88 2392.0 2386.0 RM
140 RS511 20251020 0.0 0.0 ... 0.00 5280.0 5280.0 RS
141 RS607 20251020 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251020 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251020 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251020 1130.0 1150.0 ... 624.54 1142.0 1130.0 SA
145 SA511 20251020 1145.0 1167.0 ... 15766.34 1157.0 1147.0 SA
146 SA512 20251020 1202.0 1229.0 ... 101023.79 1217.0 1208.0 SA
147 SA601 20251020 1214.0 1239.0 ... 2947788.24 1228.0 1219.0 SA
148 SA602 20251020 1249.0 1278.0 ... 91514.08 1267.0 1255.0 SA
149 SA603 20251020 1257.0 1286.0 ... 245724.54 1274.0 1264.0 SA
150 SA604 20251020 1296.0 1319.0 ... 2046.53 1310.0 1298.0 SA
151 SA605 20251020 1291.0 1324.0 ... 146726.07 1313.0 1305.0 SA
152 SA606 20251020 1322.0 1340.0 ... 891.12 1330.0 1325.0 SA
153 SA607 20251020 1320.0 1346.0 ... 2431.40 1330.0 1331.0 SA
154 SA608 20251020 1363.0 1376.0 ... 869.60 1367.0 1360.0 SA
155 SA609 20251020 1363.0 1382.0 ... 7348.69 1371.0 1370.0 SA
156 SF510 20251020 0.0 0.0 ... 0.00 5276.0 5276.0 SF
157 SF511 20251020 5492.0 5500.0 ... 49230.57 5464.0 5440.0 SF
158 SF512 20251020 5470.0 5488.0 ... 74957.10 5448.0 5424.0 SF
159 SF601 20251020 5452.0 5478.0 ... 366591.48 5444.0 5414.0 SF
160 SF602 20251020 5408.0 5428.0 ... 62410.01 5388.0 5370.0 SF
161 SF603 20251020 5548.0 5578.0 ... 133862.30 5532.0 5520.0 SF
162 SF604 20251020 5506.0 5506.0 ... 2.75 5506.0 5508.0 SF
163 SF605 20251020 5538.0 5552.0 ... 2860.34 5512.0 5500.0 SF
164 SF606 20251020 5464.0 5482.0 ... 43.76 5472.0 5460.0 SF
165 SF607 20251020 5666.0 5670.0 ... 42.35 5646.0 5632.0 SF
166 SF608 20251020 5624.0 5624.0 ... 5.62 5618.0 5632.0 SF
167 SF609 20251020 5602.0 5640.0 ... 235.53 5608.0 5602.0 SF
168 SH510 20251020 0.0 0.0 ... 0.00 2340.0 2367.0 SH
169 SH511 20251020 2331.0 2387.0 ... 31649.38 2365.0 2368.0 SH
170 SH512 20251020 2362.0 2403.0 ... 83541.82 2383.0 2415.0 SH
171 SH601 20251020 2348.0 2395.0 ... 2127680.94 2373.0 2400.0 SH
172 SH602 20251020 2376.0 2422.0 ... 280120.15 2401.0 2451.0 SH
173 SH603 20251020 2380.0 2429.0 ... 220764.00 2408.0 2463.0 SH
174 SH604 20251020 2450.0 2473.0 ... 272.93 2459.0 2492.0 SH
175 SH605 20251020 2446.0 2496.0 ... 20122.87 2476.0 2499.0 SH
176 SH606 20251020 2513.0 2530.0 ... 225.78 2509.0 2513.0 SH
177 SH607 20251020 2533.0 2535.0 ... 98.32 2521.0 2528.0 SH
178 SH608 20251020 2561.0 2572.0 ... 53.61 2553.0 2556.0 SH
179 SH609 20251020 2561.0 2583.0 ... 130.70 2563.0 2573.0 SH
180 SM510 20251020 0.0 0.0 ... 0.00 5612.0 5612.0 SM
181 SM511 20251020 5732.0 5774.0 ... 6509.17 5746.0 5716.0 SM
182 SM512 20251020 5724.0 5780.0 ... 105683.26 5742.0 5726.0 SM
183 SM601 20251020 5742.0 5786.0 ... 440279.94 5756.0 5724.0 SM
184 SM602 20251020 5742.0 5792.0 ... 123279.52 5752.0 5732.0 SM
185 SM603 20251020 5776.0 5800.0 ... 163446.49 5766.0 5746.0 SM
186 SM604 20251020 5758.0 5766.0 ... 25.91 5760.0 5754.0 SM
187 SM605 20251020 5788.0 5822.0 ... 11023.88 5794.0 5768.0 SM
188 SM606 20251020 5810.0 5810.0 ... 5.79 5790.0 5766.0 SM
189 SM607 20251020 5766.0 5834.0 ... 121.13 5768.0 5766.0 SM
190 SM608 20251020 0.0 0.0 ... 0.00 5796.0 5776.0 SM
191 SM609 20251020 5794.0 5852.0 ... 1652.95 5832.0 5794.0 SM
192 SR511 20251020 5398.0 5410.0 ... 6297.20 5396.0 5398.0 SR
193 SR601 20251020 5417.0 5451.0 ... 955978.33 5435.0 5415.0 SR
194 SR603 20251020 5402.0 5435.0 ... 207541.01 5419.0 5399.0 SR
195 SR605 20251020 5380.0 5411.0 ... 114595.03 5396.0 5380.0 SR
196 SR607 20251020 5390.0 5414.0 ... 2257.72 5401.0 5387.0 SR
197 SR609 20251020 5400.0 5422.0 ... 4376.46 5410.0 5395.0 SR
198 TA510 20251020 4380.0 4380.0 ... 447.98 4350.0 4378.0 TA
199 TA511 20251020 4376.0 4418.0 ... 21670.04 4374.0 4392.0 TA
200 TA512 20251020 4390.0 4448.0 ... 190748.07 4394.0 4406.0 TA
201 TA601 20251020 4418.0 4458.0 ... 1406517.90 4414.0 4424.0 TA
202 TA602 20251020 4434.0 4472.0 ... 318265.38 4432.0 4436.0 TA
203 TA603 20251020 4444.0 4486.0 ... 182013.10 4450.0 4450.0 TA
204 TA604 20251020 4446.0 4446.0 ... 42.24 4446.0 4490.0 TA
205 TA605 20251020 4470.0 4516.0 ... 68018.86 4478.0 4482.0 TA
206 TA606 20251020 4464.0 4464.0 ... 2.23 4464.0 4474.0 TA
207 TA607 20251020 0.0 0.0 ... 0.00 4482.0 4490.0 TA
208 TA608 20251020 0.0 0.0 ... 0.00 4500.0 4508.0 TA
209 TA609 20251020 4510.0 4544.0 ... 2392.45 4514.0 4518.0 TA
210 UR510 20251020 1490.0 1500.0 ... 1827.88 1496.0 1495.0 UR
211 UR511 20251020 1584.0 1594.0 ... 4639.08 1581.0 1576.0 UR
212 UR512 20251020 1595.0 1606.0 ... 22073.53 1592.0 1587.0 UR
213 UR601 20251020 1605.0 1619.0 ... 513159.05 1607.0 1600.0 UR
214 UR602 20251020 1617.0 1624.0 ... 18314.60 1611.0 1606.0 UR
215 UR603 20251020 1669.0 1675.0 ... 180.10 1668.0 1662.0 UR
216 UR604 20251020 1672.0 1685.0 ... 100.41 1674.0 1668.0 UR
217 UR605 20251020 1678.0 1687.0 ... 31908.78 1679.0 1671.0 UR
218 UR606 20251020 1681.0 1692.0 ... 208.81 1684.0 1677.0 UR
219 UR607 20251020 1713.0 1721.0 ... 30.87 1715.0 1711.0 UR
220 UR608 20251020 1723.0 1723.0 ... 10.29 1716.0 1708.0 UR
221 UR609 20251020 1710.0 1718.0 ... 198.54 1712.0 1704.0 UR
222 WH511 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:26:02,125 - future_1d - INFO - ak.get_czce_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 IC2511 20251020 6998.000 ... 6970.400 6921.800 IC
1 IC2512 20251020 6968.400 ... 6908.800 6865.000 IC
2 IC2603 20251020 6790.000 ... 6745.800 6703.600 IC
3 IC2606 20251020 6649.000 ... 6564.400 6703.600 IC
4 IF2511 20251020 4532.600 ... 4517.600 4497.400 IF
5 IF2512 20251020 4523.000 ... 4504.200 4484.600 IF
6 IF2603 20251020 4501.000 ... 4479.000 4463.000 IF
7 IF2606 20251020 4502.800 ... 4444.000 4463.000 IF
8 IH2511 20251020 2984.000 ... 2971.200 2963.000 IH
9 IH2512 20251020 2981.000 ... 2969.600 2961.600 IH
10 IH2603 20251020 2982.000 ... 2970.400 2962.600 IH
11 IH2606 20251020 2977.000 ... 2968.800 2962.600 IH
12 IM2511 20251020 7189.000 ... 7134.600 7104.000 IM
13 IM2512 20251020 7100.000 ... 7053.400 7024.200 IM
14 IM2603 20251020 6870.400 ... 6836.600 6808.000 IM
15 IM2606 20251020 6744.600 ... 6627.200 6808.000 IM
16 T2512 20251020 108.185 ... 108.090 108.265 T
17 T2603 20251020 107.945 ... 107.800 107.955 T
18 T2606 20251020 107.820 ... 107.730 107.845 T
19 TF2512 20251020 105.730 ... 105.660 105.775 TF
20 TF2603 20251020 105.645 ... 105.580 105.680 TF
21 TF2606 20251020 105.640 ... 105.605 105.690 TF
22 TL2512 20251020 115.580 ... 115.410 115.730 TL
23 TL2603 20251020 115.100 ... 115.130 115.410 TL
24 TL2606 20251020 115.000 ... 115.030 115.260 TL
25 TS2512 20251020 102.370 ... 102.336 102.378 TS
26 TS2603 20251020 102.280 ... 102.256 102.290 TS
27 TS2606 20251020 102.296 ... 102.288 102.318 TS
[28 rows x 12 columns]
2025-10-22 18:26:02,311 - future_1d - INFO - ak.get_cffex_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 SC2511 20251020 436.7 ... 436.3 437.9 SC
1 SC2512 20251020 438.6 ... 439.1 439.6 SC
2 SC2601 20251020 438.7 ... 439.9 439.5 SC
3 SC2602 20251020 441.4 ... 441.3 439.2 SC
4 SC2603 20251020 442 ... 442.4 440.6 SC
5 SC2604 20251020 442.9 ... 443.9 439.7 SC
6 SC2605 20251020 443.7 ... 444.6 440.6 SC
7 SC2606 20251020 445.1 ... 445.5 441.9 SC
8 SC2607 20251020 447.8 ... 447.3 444 SC
9 SC2608 20251020 449.3 ... 448.1 445.5 SC
10 SC2609 20251020 448 ... 447.8 445.7 SC
11 SC2610 20251020 ... 447.3 447.3 SC
12 SC2612 20251020 446 ... 450.4 445.6 SC
13 SC2703 20251020 ... 448.1 448.1 SC
14 SC2706 20251020 ... 451.7 451.7 SC
15 SC2709 20251020 ... 450.2 450.2 SC
16 SC2712 20251020 451.8 ... 451.8 445.2 SC
17 SC2803 20251020 ... 448.9 446 SC
18 SC2806 20251020 455.9 ... 454.8 447.1 SC
19 SC2809 20251020 455.1 ... 456.3 449.2 SC
21 LU2511 20251020 3067 ... 3054 3069 LU
22 LU2512 20251020 3088 ... 3085 3096 LU
23 LU2601 20251020 3088 ... 3090 3101 LU
24 LU2602 20251020 3091 ... 3098 3115 LU
25 LU2603 20251020 3099 ... 3099 3116 LU
26 LU2604 20251020 ... 3112 3112 LU
27 LU2605 20251020 3114 ... 3115 3111 LU
28 LU2606 20251020 3117 ... 3124 3117 LU
29 LU2607 20251020 3122 ... 3128 3143 LU
30 LU2608 20251020 3131 ... 3130 3133 LU
31 LU2609 20251020 3125 ... 3137 3154 LU
32 LU2610 20251020 3121 ... 3137 3129 LU
34 NR2511 20251020 12225 ... 12275 12340 NR
35 NR2512 20251020 12150 ... 12240 12290 NR
36 NR2601 20251020 12115 ... 12185 12215 NR
37 NR2602 20251020 12030 ... 12115 12155 NR
38 NR2603 20251020 12010 ... 12095 12120 NR
39 NR2604 20251020 12000 ... 12090 12120 NR
40 NR2605 20251020 12100 ... 12130 12120 NR
41 NR2606 20251020 12075 ... 12150 12125 NR
42 NR2607 20251020 12150 ... 12150 12145 NR
43 NR2608 20251020 ... 12135 12175 NR
44 NR2609 20251020 ... 12215 12215 NR
45 NR2610 20251020 ... 12225 12265 NR
47 BC2511 20251020 75110 ... 75720 75250 BC
48 BC2512 20251020 75230 ... 75960 75350 BC
49 BC2601 20251020 75570 ... 75860 75510 BC
50 BC2602 20251020 ... 75800 75800 BC
51 BC2603 20251020 ... 75870 75870 BC
52 BC2604 20251020 ... 76440 76440 BC
53 BC2605 20251020 ... 75900 75900 BC
54 BC2606 20251020 ... 75880 75880 BC
55 BC2607 20251020 ... 76570 76570 BC
56 BC2608 20251020 ... 75800 75800 BC
57 BC2609 20251020 ... 76130 76130 BC
58 BC2610 20251020 ... 76130 76130 BC
60 EC2510 20251020 1107.8 ... 1102.6 1098.8 EC
61 EC2512 20251020 1672 ... 1683.4 1658.2 EC
62 EC2602 20251020 1571.6 ... 1524.2 1459.8 EC
63 EC2604 20251020 1150 ... 1152.4 1126.4 EC
64 EC2606 20251020 1302.5 ... 1328.9 1288.5 EC
65 EC2608 20251020 1445 ... 1445.3 1411.4 EC
68 SC_TAS2511 20251020 ... SC_TAS
69 SC_TAS2512 20251020 ... SC_TAS
70 SC_TAS2601 20251020 ... SC_TAS
71 SC_TAS2602 20251020 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 18:26:02,393 - future_1d - INFO - ak.get_ine_daily('2025-10-20') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251020 ... 85300 84720 CU
1 1 CU2512 20251020 ... 85260 84760 CU
2 2 CU2601 20251020 ... 85230 84710 CU
3 3 CU2602 20251020 ... 85160 84610 CU
4 4 CU2603 20251020 ... 85120 84560 CU
5 5 CU2604 20251020 ... 85040 84440 CU
6 6 CU2605 20251020 ... 84970 84470 CU
7 7 CU2606 20251020 ... 84990 84350 CU
8 8 CU2607 20251020 ... 84890 84200 CU
9 9 CU2608 20251020 ... 84710 84120 CU
10 10 CU2609 20251020 ... 84510 83990 CU
11 11 CU2610 20251020 ... 84660 83980 CU
12 12 BC2511 20251020 ... 75720 75250 BC
13 13 BC2512 20251020 ... 75960 75350 BC
14 14 BC2601 20251020 ... 75860 75510 BC
15 15 BC2602 20251020 ... 75800 75800 BC
16 16 BC2603 20251020 ... 75870 75870 BC
17 17 BC2604 20251020 ... 76440 76440 BC
18 18 BC2605 20251020 ... 75900 75900 BC
19 19 BC2606 20251020 ... 75880 75880 BC
20 20 BC2607 20251020 ... 76570 76570 BC
21 21 BC2608 20251020 ... 75800 75800 BC
22 22 BC2609 20251020 ... 76130 76130 BC
23 23 BC2610 20251020 ... 76130 76130 BC
24 24 AL2511 20251020 ... 20900 20960 AL
25 25 AL2512 20251020 ... 20930 20990 AL
26 26 AL2601 20251020 ... 20930 20995 AL
27 27 AL2602 20251020 ... 20940 21005 AL
28 28 AL2603 20251020 ... 20955 21010 AL
29 29 AL2604 20251020 ... 20970 21025 AL
30 30 AL2605 20251020 ... 20985 21040 AL
31 31 AL2606 20251020 ... 20985 21040 AL
32 32 AL2607 20251020 ... 20995 21070 AL
33 33 AL2608 20251020 ... 21000 21025 AL
34 34 AL2609 20251020 ... 20995 21035 AL
35 35 AL2610 20251020 ... 20980 21060 AL
36 36 ZN2511 20251020 ... 21880 21910 ZN
37 37 ZN2512 20251020 ... 21885 21925 ZN
38 38 ZN2601 20251020 ... 21915 21955 ZN
39 39 ZN2602 20251020 ... 21945 21990 ZN
40 40 ZN2603 20251020 ... 21980 22005 ZN
41 41 ZN2604 20251020 ... 22010 22010 ZN
42 42 ZN2605 20251020 ... 22025 22065 ZN
43 43 ZN2606 20251020 ... 22080 22075 ZN
44 44 ZN2607 20251020 ... 22080 22175 ZN
45 45 ZN2608 20251020 ... 22105 22205 ZN
46 46 ZN2609 20251020 ... 22150 22195 ZN
47 47 ZN2610 20251020 ... 22210 22210 ZN
48 48 PB2511 20251020 ... 17100 17050 PB
49 49 PB2512 20251020 ... 17120 17070 PB
50 50 PB2601 20251020 ... 17110 17070 PB
51 51 PB2602 20251020 ... 17140 17070 PB
52 52 PB2603 20251020 ... 17155 17120 PB
53 53 PB2604 20251020 ... 17165 17120 PB
54 54 PB2605 20251020 ... 17175 17150 PB
55 55 PB2606 20251020 ... 17200 17205 PB
56 56 PB2607 20251020 ... 17210 17160 PB
57 57 PB2608 20251020 ... 17240 17235 PB
58 58 PB2609 20251020 ... 17270 17175 PB
59 59 PB2610 20251020 ... 17195 17230 PB
60 60 NI2511 20251020 ... 120750 121340 NI
61 61 NI2512 20251020 ... 120920 121490 NI
62 62 NI2601 20251020 ... 121140 121690 NI
63 63 NI2602 20251020 ... 121320 121870 NI
64 64 NI2603 20251020 ... 121540 122040 NI
65 65 NI2604 20251020 ... 121810 122430 NI
66 66 NI2605 20251020 ... 122070 122570 NI
67 67 NI2606 20251020 ... 122230 122810 NI
68 68 NI2607 20251020 ... 122530 123110 NI
69 69 NI2608 20251020 ... 122820 123310 NI
70 70 NI2609 20251020 ... 123150 124290 NI
71 71 NI2610 20251020 ... 123160 123530 NI
72 72 SN2511 20251020 ... 278950 281380 SN
73 73 SN2512 20251020 ... 279380 281840 SN
74 74 SN2601 20251020 ... 279520 281930 SN
75 75 SN2602 20251020 ... 279580 282070 SN
76 76 SN2603 20251020 ... 279470 281950 SN
77 77 SN2604 20251020 ... 279690 282360 SN
78 78 SN2605 20251020 ... 279650 282090 SN
79 79 SN2606 20251020 ... 279860 282500 SN
80 80 SN2607 20251020 ... 280420 282610 SN
81 81 SN2608 20251020 ... 280550 282980 SN
82 82 SN2609 20251020 ... 280620 283360 SN
83 83 SN2610 20251020 ... 281950 282070 SN
84 84 AO2511 20251020 ... 2788 2779 AO
85 85 AO2512 20251020 ... 2806 2788 AO
86 86 AO2601 20251020 ... 2816 2802 AO
87 87 AO2602 20251020 ... 2837 2821 AO
88 88 AO2603 20251020 ... 2903 2893 AO
89 89 AO2604 20251020 ... 2914 2906 AO
90 90 AO2605 20251020 ... 2927 2919 AO
91 91 AO2606 20251020 ... 2933 2928 AO
92 92 AO2607 20251020 ... 2942 2934 AO
93 93 AO2608 20251020 ... 2960 2941 AO
94 94 AO2609 20251020 ... 2975 2962 AO
95 95 AO2610 20251020 ... 2990 2976 AO
96 96 AD2511 20251020 ... 20330 20395 AD
97 97 AD2512 20251020 ... 20400 20475 AD
98 98 AD2601 20251020 ... 20440 20515 AD
99 99 AD2602 20251020 ... 20435 20495 AD
100 100 AD2603 20251020 ... 20350 20530 AD
101 101 AD2604 20251020 ... 20420 20420 AD
102 102 AD2605 20251020 ... 20360 20375 AD
103 103 AD2606 20251020 ... 20335 20300 AD
104 104 AD2607 20251020 ... 20270 20270 AD
105 105 AD2608 20251020 ... 20390 20390 AD
106 106 AD2609 20251020 ... 20640 20640 AD
107 107 AD2610 20251020 ... 20495 20495 AD
108 108 AU2511 20251020 ... 973.38 988.7 AU
109 109 AU2512 20251020 ... 974.4 986.38 AU
110 110 AU2601 20251020 ... 977.04 989.44 AU
111 111 AU2602 20251020 ... 976.78 989.9 AU
112 112 AU2604 20251020 ... 979.42 992.24 AU
113 113 AU2606 20251020 ... 982.34 995.6 AU
114 114 AU2608 20251020 ... 984.54 997.1 AU
115 115 AU2610 20251020 ... 986.66 1000.74 AU
116 116 AG2511 20251020 ... 11784 12215 AG
117 117 AG2512 20251020 ... 11782 12230 AG
118 118 AG2601 20251020 ... 11802 12236 AG
119 119 AG2602 20251020 ... 11809 12249 AG
120 120 AG2603 20251020 ... 11833 12258 AG
121 121 AG2604 20251020 ... 11834 12270 AG
122 122 AG2605 20251020 ... 11850 12282 AG
123 123 AG2606 20251020 ... 11857 12293 AG
124 124 AG2607 20251020 ... 11865 12316 AG
125 125 AG2608 20251020 ... 11872 12310 AG
126 126 AG2609 20251020 ... 11885 12327 AG
127 127 AG2610 20251020 ... 11910 12340 AG
128 128 RB2511 20251020 ... 2997 2985 RB
129 129 RB2512 20251020 ... 3041 3033 RB
130 130 RB2601 20251020 ... 3058 3046 RB
131 131 RB2602 20251020 ... 3063 3052 RB
132 132 RB2603 20251020 ... 3087 3075 RB
133 133 RB2604 20251020 ... 3105 3092 RB
134 134 RB2605 20251020 ... 3114 3103 RB
135 135 RB2606 20251020 ... 3129 3118 RB
136 136 RB2607 20251020 ... 3137 3125 RB
137 137 RB2608 20251020 ... 3145 3136 RB
138 138 RB2609 20251020 ... 3152 3139 RB
139 139 RB2610 20251020 ... 3151 3142 RB
140 140 WR2511 20251020 ... 3310 3270 WR
141 141 WR2512 20251020 ... 3262 3355 WR
142 142 WR2601 20251020 ... 3362 3365 WR
143 143 WR2602 20251020 ... 3403 3403 WR
144 144 WR2603 20251020 ... 3361 3361 WR
145 145 WR2604 20251020 ... 3369 3369 WR
146 146 WR2605 20251020 ... 3365 3365 WR
147 147 WR2606 20251020 ... 3363 3363 WR
148 148 WR2607 20251020 ... 3430 3416 WR
149 149 WR2608 20251020 ... 3461 3461 WR
150 150 WR2609 20251020 ... 3430 3430 WR
151 151 WR2610 20251020 ... 3430 3430 WR
152 152 HC2511 20251020 ... 3275 3265 HC
153 153 HC2512 20251020 ... 3261 3255 HC
154 154 HC2601 20251020 ... 3229 3219 HC
155 155 HC2602 20251020 ... 3231 3226 HC
156 156 HC2603 20251020 ... 3235 3226 HC
157 157 HC2604 20251020 ... 3240 3230 HC
158 158 HC2605 20251020 ... 3245 3234 HC
159 159 HC2606 20251020 ... 3247 3228 HC
160 160 HC2607 20251020 ... 3256 3244 HC
161 161 HC2608 20251020 ... 3262 3249 HC
162 162 HC2609 20251020 ... 3267 3252 HC
163 163 HC2610 20251020 ... 3267 3256 HC
164 164 SS2511 20251020 ... 12590 12585 SS
165 165 SS2512 20251020 ... 12610 12615 SS
166 166 SS2601 20251020 ... 12700 12705 SS
167 167 SS2602 20251020 ... 12755 12760 SS
168 168 SS2603 20251020 ... 12845 12845 SS
169 169 SS2604 20251020 ... 12925 12910 SS
170 170 SS2605 20251020 ... 12950 12965 SS
171 171 SS2606 20251020 ... 13025 13045 SS
172 172 SS2607 20251020 ... 13070 13085 SS
173 173 SS2608 20251020 ... 13135 13125 SS
174 174 SS2609 20251020 ... 13180 13175 SS
175 175 SS2610 20251020 ... 13230 13230 SS
176 176 SC2511 20251020 ... 436.3 437.9 SC
177 177 SC2512 20251020 ... 439.1 439.6 SC
178 178 SC2601 20251020 ... 439.9 439.5 SC
179 179 SC2602 20251020 ... 441.3 439.2 SC
180 180 SC2603 20251020 ... 442.4 440.6 SC
181 181 SC2604 20251020 ... 443.9 439.7 SC
182 182 SC2605 20251020 ... 444.6 440.6 SC
183 183 SC2606 20251020 ... 445.5 441.9 SC
184 184 SC2607 20251020 ... 447.3 444 SC
185 185 SC2608 20251020 ... 448.1 445.5 SC
186 186 SC2609 20251020 ... 447.8 445.7 SC
187 187 SC2610 20251020 ... 447.3 447.3 SC
188 188 SC2612 20251020 ... 450.4 445.6 SC
189 189 SC2703 20251020 ... 448.1 448.1 SC
190 190 SC2706 20251020 ... 451.7 451.7 SC
191 191 SC2709 20251020 ... 450.2 450.2 SC
192 192 SC2712 20251020 ... 451.8 445.2 SC
193 193 SC2803 20251020 ... 448.9 446 SC
194 194 SC2806 20251020 ... 454.8 447.1 SC
195 195 SC2809 20251020 ... 456.3 449.2 SC
196 196 LU2511 20251020 ... 3054 3069 LU
197 197 LU2512 20251020 ... 3085 3096 LU
198 198 LU2601 20251020 ... 3090 3101 LU
199 199 LU2602 20251020 ... 3098 3115 LU
200 200 LU2603 20251020 ... 3099 3116 LU
201 201 LU2604 20251020 ... 3112 3112 LU
202 202 LU2605 20251020 ... 3115 3111 LU
203 203 LU2606 20251020 ... 3124 3117 LU
204 204 LU2607 20251020 ... 3128 3143 LU
205 205 LU2608 20251020 ... 3130 3133 LU
206 206 LU2609 20251020 ... 3137 3154 LU
207 207 LU2610 20251020 ... 3137 3129 LU
208 208 FU2511 20251020 ... 2772 2719 FU
209 209 FU2512 20251020 ... 2684 2674 FU
210 210 FU2601 20251020 ... 2650 2644 FU
211 211 FU2602 20251020 ... 2633 2631 FU
212 212 FU2603 20251020 ... 2626 2620 FU
213 213 FU2604 20251020 ... 2625 2618 FU
214 214 FU2605 20251020 ... 2619 2613 FU
215 215 FU2606 20251020 ... 2611 2609 FU
216 216 FU2607 20251020 ... 2606 2602 FU
217 217 FU2608 20251020 ... 2581 2574 FU
218 218 FU2609 20251020 ... 2575 2575 FU
219 219 FU2610 20251020 ... 2567 2564 FU
220 220 BU2511 20251020 ... 3245 3247 BU
221 221 BU2512 20251020 ... 3172 3172 BU
222 222 BU2601 20251020 ... 3144 3137 BU
223 223 BU2602 20251020 ... 3153 3146 BU
224 224 BU2603 20251020 ... 3171 3164 BU
225 225 BU2604 20251020 ... 3180 3171 BU
226 226 BU2605 20251020 ... 3185 3177 BU
227 227 BU2606 20251020 ... 3193 3182 BU
228 228 BU2607 20251020 ... 3198 3186 BU
229 229 BU2608 20251020 ... 3190 3177 BU
230 230 BU2609 20251020 ... 3195 3184 BU
231 231 BU2610 20251020 ... 3168 3168 BU
232 232 BU2612 20251020 ... 3140 3125 BU
233 233 BU2703 20251020 ... 3150 3150 BU
234 234 BU2706 20251020 ... 3166 3151 BU
235 235 BU2709 20251020 ... 3166 3158 BU
236 236 BR2511 20251020 ... 10985 11035 BR
237 237 BR2512 20251020 ... 10880 10940 BR
238 238 BR2601 20251020 ... 10855 10915 BR
239 239 BR2602 20251020 ... 10850 10890 BR
240 240 BR2603 20251020 ... 10840 10880 BR
241 241 BR2604 20251020 ... 10890 10850 BR
242 242 BR2605 20251020 ... 10890 10945 BR
243 243 BR2606 20251020 ... 10910 10910 BR
244 244 BR2607 20251020 ... 11120 11150 BR
245 245 BR2608 20251020 ... 11185 11185 BR
246 246 BR2609 20251020 ... 11140 11245 BR
247 247 BR2610 20251020 ... 11210 11215 BR
248 248 RU2511 20251020 ... 14105 14065 RU
249 249 RU2601 20251020 ... 14865 14820 RU
250 250 RU2603 20251020 ... 14865 14810 RU
251 251 RU2604 20251020 ... 14880 14800 RU
252 252 RU2605 20251020 ... 14845 14790 RU
253 253 RU2606 20251020 ... 14855 14815 RU
254 254 RU2607 20251020 ... 14905 14840 RU
255 255 RU2608 20251020 ... 14915 14810 RU
256 256 RU2609 20251020 ... 14890 14815 RU
257 257 RU2610 20251020 ... 14890 14855 RU
258 258 NR2511 20251020 ... 12275 12340 NR
259 259 NR2512 20251020 ... 12240 12290 NR
260 260 NR2601 20251020 ... 12185 12215 NR
261 261 NR2602 20251020 ... 12115 12155 NR
262 262 NR2603 20251020 ... 12095 12120 NR
263 263 NR2604 20251020 ... 12090 12120 NR
264 264 NR2605 20251020 ... 12130 12120 NR
265 265 NR2606 20251020 ... 12150 12125 NR
266 266 NR2607 20251020 ... 12150 12145 NR
267 267 NR2608 20251020 ... 12135 12175 NR
268 268 NR2609 20251020 ... 12215 12215 NR
269 269 NR2610 20251020 ... 12225 12265 NR
270 270 SP2511 20251020 ... 4858 4850 SP
271 271 SP2512 20251020 ... 4884 4870 SP
272 272 SP2601 20251020 ... 5158 5124 SP
273 273 SP2602 20251020 ... 5166 5142 SP
274 274 SP2603 20251020 ... 5186 5156 SP
275 275 SP2604 20251020 ... 5202 5174 SP
276 276 SP2605 20251020 ... 5214 5186 SP
277 277 SP2606 20251020 ... 5212 5184 SP
278 278 SP2607 20251020 ... 5212 5190 SP
279 279 SP2608 20251020 ... 5214 5196 SP
280 280 SP2609 20251020 ... 5212 5186 SP
281 281 SP2610 20251020 ... 5212 5190 SP
282 282 OP2601 20251020 ... 4174 4206 OP
283 283 OP2602 20251020 ... 4166 4220 OP
284 284 OP2603 20251020 ... 4172 4216 OP
285 285 OP2604 20251020 ... 4208 4228 OP
286 286 OP2605 20251020 ... 4204 4216 OP
287 287 OP2606 20251020 ... 4176 4198 OP
288 288 OP2607 20251020 ... 4210 4242 OP
289 289 OP2608 20251020 ... 4212 4258 OP
290 290 OP2609 20251020 ... 4198 4220 OP
291 291 OP2610 20251020 ... 4202 4220 OP
292 292 EC2510 20251020 ... 1102.6 1098.8 EC
293 293 EC2512 20251020 ... 1683.4 1658.2 EC
294 294 EC2602 20251020 ... 1524.2 1459.8 EC
295 295 EC2604 20251020 ... 1152.4 1126.4 EC
296 296 EC2606 20251020 ... 1328.9 1288.5 EC
297 297 EC2608 20251020 ... 1445.3 1411.4 EC
298 298 SC_TAS2511 20251020 ... SC_TAS
299 299 SC_TAS2512 20251020 ... SC_TAS
300 300 SC_TAS2601 20251020 ... SC_TAS
301 301 SC_TAS2602 20251020 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 18:26:02,493 - future_1d - INFO - ak.get_shfe_daily('2025-10-20') done
2025-10-22 18:26:04,321 - future_1d - INFO - save future_daily 2025-10-20 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251021 50485.0 ... 51935.0 52345.0 PS
1 PS2511 20251021 50210.0 ... 50590.0 51345.0 PS
2 PS2512 20251021 52630.0 ... 52985.0 53755.0 PS
3 PS2601 20251021 52780.0 ... 52915.0 53700.0 PS
4 PS2602 20251021 52455.0 ... 52715.0 53565.0 PS
5 PS2603 20251021 52390.0 ... 52665.0 53340.0 PS
6 PS2604 20251021 52190.0 ... 52390.0 53250.0 PS
7 PS2605 20251021 52005.0 ... 52340.0 53180.0 PS
8 PS2606 20251021 53930.0 ... 54080.0 54935.0 PS
9 PS2607 20251021 53600.0 ... 53780.0 54860.0 PS
10 PS2608 20251021 53160.0 ... 53470.0 54340.0 PS
11 PS2609 20251021 53080.0 ... 53500.0 54110.0 PS
13 SI2510 20251021 8455.0 ... 8460.0 8580.0 SI
14 SI2511 20251021 8520.0 ... 8480.0 8585.0 SI
15 SI2512 20251021 8975.0 ... 8865.0 8955.0 SI
16 SI2601 20251021 8850.0 ... 8820.0 8905.0 SI
17 SI2602 20251021 8880.0 ... 8835.0 8910.0 SI
18 SI2603 20251021 8910.0 ... 8840.0 8910.0 SI
19 SI2604 20251021 8800.0 ... 8855.0 8920.0 SI
20 SI2605 20251021 8885.0 ... 8850.0 8935.0 SI
21 SI2606 20251021 8880.0 ... 8865.0 8940.0 SI
22 SI2607 20251021 8910.0 ... 8855.0 8950.0 SI
23 SI2608 20251021 8840.0 ... 8890.0 8960.0 SI
24 SI2609 20251021 8960.0 ... 8900.0 8975.0 SI
27 LC2510 20251021 75560.0 ... 75780.0 75560.0 LC
28 LC2511 20251021 75700.0 ... 75440.0 75900.0 LC
29 LC2512 20251021 75780.0 ... 75800.0 76140.0 LC
30 LC2601 20251021 75920.0 ... 75880.0 76180.0 LC
31 LC2602 20251021 75600.0 ... 75680.0 75920.0 LC
32 LC2603 20251021 75520.0 ... 75580.0 75800.0 LC
33 LC2604 20251021 75780.0 ... 75840.0 76160.0 LC
34 LC2605 20251021 75720.0 ... 75920.0 76140.0 LC
35 LC2606 20251021 75660.0 ... 75720.0 75900.0 LC
36 LC2607 20251021 75700.0 ... 75700.0 75980.0 LC
37 LC2608 20251021 76080.0 ... 75940.0 76200.0 LC
38 LC2609 20251021 76000.0 ... 76060.0 76180.0 LC
[36 rows x 12 columns]
2025-10-22 18:26:12,172 - future_1d - INFO - ak.get_gfex_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 a2511 20251021 4066.00 ... 4049.00 4041.00 A
1 a2601 20251021 4082.00 ... 4073.00 4055.00 A
2 a2603 20251021 4077.00 ... 4071.00 4055.00 A
3 a2605 20251021 4108.00 ... 4104.00 4087.00 A
4 a2607 20251021 4112.00 ... 4101.00 4083.00 A
5 a2609 20251021 4122.00 ... 4106.00 4086.00 A
6 b2510 20251021 0.00 ... 3600.00 3600.00 B
7 b2511 20251021 3598.00 ... 3611.00 3607.00 B
8 b2512 20251021 3611.00 ... 3620.00 3611.00 B
9 b2601 20251021 3620.00 ... 3629.00 3623.00 B
10 b2602 20251021 3637.00 ... 3643.00 3639.00 B
11 b2603 20251021 3598.00 ... 3609.00 3603.00 B
12 b2604 20251021 3499.00 ... 3512.00 3501.00 B
13 b2605 20251021 3446.00 ... 3467.00 3446.00 B
14 b2606 20251021 3419.00 ... 3438.00 3418.00 B
15 b2607 20251021 3425.00 ... 3438.00 3419.00 B
16 b2608 20251021 3533.00 ... 3533.00 3517.00 B
17 b2609 20251021 3557.00 ... 3564.00 3549.00 B
18 bb2511 20251021 0.00 ... 144.50 144.50 BB
19 bb2601 20251021 146.60 ... 147.00 146.85 BB
20 bb2603 20251021 147.35 ... 147.10 146.65 BB
21 bb2605 20251021 0.00 ... 147.10 147.10 BB
22 bb2607 20251021 0.00 ... 152.05 151.60 BB
23 bb2609 20251021 0.00 ... 152.05 151.60 BB
24 bz2603 20251021 5439.00 ... 5482.00 5535.00 BZ
25 bz2604 20251021 5462.00 ... 5480.00 5529.00 BZ
26 bz2605 20251021 5470.00 ... 5482.00 5532.00 BZ
27 bz2606 20251021 5465.00 ... 5480.00 5515.00 BZ
28 bz2607 20251021 5468.00 ... 5468.00 5479.00 BZ
29 bz2608 20251021 0.00 ... 5480.00 5577.00 BZ
30 bz2609 20251021 5441.00 ... 5456.00 5639.00 BZ
31 c2511 20251021 2114.00 ... 2119.00 2118.00 C
32 c2601 20251021 2138.00 ... 2141.00 2128.00 C
33 c2603 20251021 2168.00 ... 2170.00 2158.00 C
34 c2605 20251021 2250.00 ... 2249.00 2236.00 C
35 c2607 20251021 2271.00 ... 2273.00 2257.00 C
36 c2609 20251021 2286.00 ... 2289.00 2271.00 C
37 cs2511 20251021 2383.00 ... 2389.00 2382.00 CS
38 cs2601 20251021 2410.00 ... 2422.00 2402.00 CS
39 cs2603 20251021 2436.00 ... 2442.00 2426.00 CS
40 cs2605 20251021 2543.00 ... 2548.00 2534.00 CS
41 cs2607 20251021 2558.00 ... 2565.00 2551.00 CS
42 cs2609 20251021 2603.00 ... 2608.00 2592.00 CS
43 eb2510 20251021 6381.00 ... 6217.00 6316.00 EB
44 eb2511 20251021 6393.00 ... 6441.00 6469.00 EB
45 eb2512 20251021 6432.00 ... 6470.00 6495.00 EB
46 eb2601 20251021 6466.00 ... 6519.00 6543.00 EB
47 eb2602 20251021 6529.00 ... 6585.00 6609.00 EB
48 eb2603 20251021 6594.00 ... 6650.00 6670.00 EB
49 eb2604 20251021 6669.00 ... 6718.00 6689.00 EB
50 eb2605 20251021 6747.00 ... 6782.00 6756.00 EB
51 eb2606 20251021 6804.00 ... 6817.00 6795.00 EB
52 eb2607 20251021 0.00 ... 6817.00 6817.00 EB
53 eb2608 20251021 0.00 ... 6822.00 6822.00 EB
54 eb2609 20251021 6866.00 ... 6868.00 6857.00 EB
55 eg2510 20251021 0.00 ... 4057.00 4057.00 EG
56 eg2511 20251021 4010.00 ... 4001.00 4031.00 EG
57 eg2512 20251021 3998.00 ... 4000.00 4028.00 EG
58 eg2601 20251021 4003.00 ... 4003.00 4030.00 EG
59 eg2602 20251021 4000.00 ... 4015.00 4054.00 EG
60 eg2603 20251021 4018.00 ... 4028.00 4069.00 EG
61 eg2604 20251021 4104.00 ... 4093.00 4108.00 EG
62 eg2605 20251021 4085.00 ... 4085.00 4111.00 EG
63 eg2606 20251021 4078.00 ... 4103.00 4108.00 EG
64 eg2607 20251021 4105.00 ... 4114.00 4132.00 EG
65 eg2608 20251021 4111.00 ... 4119.00 4136.00 EG
66 eg2609 20251021 4128.00 ... 4140.00 4146.00 EG
67 fb2510 20251021 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251021 1235.50 ... 1236.50 1232.50 FB
69 fb2512 20251021 1259.50 ... 1259.00 1258.00 FB
70 fb2601 20251021 1270.50 ... 1267.50 1268.50 FB
71 fb2602 20251021 1267.00 ... 1266.50 1265.50 FB
72 fb2603 20251021 1260.00 ... 1261.00 1258.00 FB
73 fb2604 20251021 0.00 ... 1260.50 1260.50 FB
74 fb2605 20251021 1287.00 ... 1285.50 1315.00 FB
75 fb2606 20251021 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251021 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251021 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251021 0.00 ... 1296.00 1296.00 FB
79 i2510 20251021 874.50 ... 806.00 806.00 I
80 i2511 20251021 786.00 ... 791.50 787.00 I
81 i2512 20251021 779.50 ... 782.00 779.50 I
82 i2601 20251021 768.50 ... 769.00 768.50 I
83 i2602 20251021 765.50 ... 767.50 767.00 I
84 i2603 20251021 763.00 ... 763.50 764.00 I
85 i2604 20251021 758.50 ... 758.50 758.50 I
86 i2605 20251021 746.50 ... 749.50 749.00 I
87 i2606 20251021 743.00 ... 745.50 744.00 I
88 i2607 20251021 737.00 ... 739.50 738.50 I
89 i2608 20251021 734.50 ... 735.50 734.50 I
90 i2609 20251021 727.50 ... 729.00 728.00 I
91 j2510 20251021 0.00 ... 1600.00 1600.00 J
92 j2511 20251021 1624.50 ... 1626.00 1656.50 J
93 j2512 20251021 1659.50 ... 1662.50 1687.50 J
94 j2601 20251021 1719.00 ... 1691.50 1719.00 J
95 j2602 20251021 0.00 ... 1732.50 1753.00 J
96 j2603 20251021 0.00 ... 1738.50 1738.50 J
97 j2604 20251021 1827.50 ... 1816.50 1847.50 J
98 j2605 20251021 1868.50 ... 1837.50 1864.50 J
99 j2606 20251021 0.00 ... 1881.50 1887.50 J
100 j2607 20251021 1881.00 ... 1881.00 1897.00 J
101 j2608 20251021 0.00 ... 1865.00 1865.00 J
102 j2609 20251021 1932.00 ... 1917.50 1946.00 J
103 jd2510 20251021 2790.00 ... 2790.00 2700.00 JD
104 jd2511 20251021 2770.00 ... 2794.00 2770.00 JD
105 jd2512 20251021 2920.00 ... 2931.00 2916.00 JD
106 jd2601 20251021 3156.00 ... 3155.00 3153.00 JD
107 jd2602 20251021 2952.00 ... 2946.00 2949.00 JD
108 jd2603 20251021 2963.00 ... 2956.00 2962.00 JD
109 jd2604 20251021 3144.00 ... 3138.00 3122.00 JD
110 jd2605 20251021 3360.00 ... 3342.00 3332.00 JD
111 jd2606 20251021 3252.00 ... 3240.00 3232.00 JD
112 jd2607 20251021 3489.00 ... 3480.00 3477.00 JD
113 jd2608 20251021 3964.00 ... 3958.00 3959.00 JD
114 jd2609 20251021 3859.00 ... 3838.00 3851.00 JD
115 jm2510 20251021 0.00 ... 1055.50 1036.50 JM
116 jm2511 20251021 1083.00 ... 1071.50 1080.00 JM
117 jm2512 20251021 1150.00 ... 1125.50 1150.00 JM
118 jm2601 20251021 1216.00 ... 1192.50 1219.50 JM
119 jm2602 20251021 1240.00 ... 1214.50 1240.00 JM
120 jm2603 20251021 1239.00 ... 1231.00 1256.00 JM
121 jm2604 20251021 1256.50 ... 1248.50 1273.50 JM
122 jm2605 20251021 1285.50 ... 1265.00 1297.00 JM
123 jm2606 20251021 1289.50 ... 1282.00 1317.00 JM
124 jm2607 20251021 1308.00 ... 1298.50 1328.00 JM
125 jm2608 20251021 1329.00 ... 1322.50 1355.00 JM
126 jm2609 20251021 1356.00 ... 1338.00 1372.00 JM
127 l2510 20251021 6800.00 ... 6848.00 6856.00 L
128 l2511 20251021 6877.00 ... 6851.00 6890.00 L
129 l2512 20251021 6867.00 ... 6865.00 6903.00 L
130 l2601 20251021 6870.00 ... 6869.00 6909.00 L
131 l2602 20251021 6872.00 ... 6867.00 6904.00 L
132 l2603 20251021 6869.00 ... 6874.00 6912.00 L
133 l2604 20251021 6895.00 ... 6902.00 6958.00 L
134 l2605 20251021 6919.00 ... 6911.00 6943.00 L
135 l2606 20251021 6905.00 ... 6904.00 6936.00 L
136 l2607 20251021 6908.00 ... 6932.00 6954.00 L
137 l2608 20251021 6925.00 ... 6947.00 6967.00 L
138 l2609 20251021 6947.00 ... 6946.00 6965.00 L
139 lg2511 20251021 808.00 ... 803.00 803.00 LG
140 lg2601 20251021 835.00 ... 837.00 834.50 LG
141 lg2603 20251021 831.50 ... 834.00 833.00 LG
142 lg2605 20251021 833.50 ... 836.50 834.00 LG
143 lg2607 20251021 836.00 ... 837.50 835.50 LG
144 lg2609 20251021 837.00 ... 838.00 835.50 LG
145 lh2511 20251021 11490.00 ... 11430.00 11365.00 LH
146 lh2601 20251021 12170.00 ... 12120.00 12100.00 LH
147 lh2603 20251021 11525.00 ... 11520.00 11550.00 LH
148 lh2605 20251021 12155.00 ... 12055.00 12115.00 LH
149 lh2607 20251021 12990.00 ... 12830.00 12895.00 LH
150 lh2609 20251021 13650.00 ... 13635.00 13660.00 LH
151 m2511 20251021 2881.00 ... 2878.00 2874.00 M
152 m2512 20251021 2905.00 ... 2905.00 2904.00 M
153 m2601 20251021 2895.00 ... 2897.00 2894.00 M
154 m2603 20251021 2884.00 ... 2885.00 2879.00 M
155 m2605 20251021 2735.00 ... 2744.00 2731.00 M
156 m2607 20251021 2721.00 ... 2728.00 2716.00 M
157 m2608 20251021 2847.00 ... 2853.00 2841.00 M
158 m2609 20251021 2854.00 ... 2860.00 2847.00 M
159 p2510 20251021 0.00 ... 9120.00 9120.00 P
160 p2511 20251021 9224.00 ... 9226.00 9276.00 P
161 p2512 20251021 9252.00 ... 9272.00 9310.00 P
162 p2601 20251021 9320.00 ... 9322.00 9370.00 P
163 p2602 20251021 9342.00 ... 9314.00 9382.00 P
164 p2603 20251021 9348.00 ... 9330.00 9394.00 P
165 p2604 20251021 9304.00 ... 9348.00 9380.00 P
166 p2605 20251021 9298.00 ... 9306.00 9328.00 P
167 p2606 20251021 9188.00 ... 9232.00 9226.00 P
168 p2607 20251021 9094.00 ... 9146.00 9134.00 P
169 p2608 20251021 9024.00 ... 9050.00 9064.00 P
170 p2609 20251021 8998.00 ... 9012.00 9022.00 P
171 pg2510 20251021 4339.00 ... 4339.00 4339.00 PG
172 pg2511 20251021 4231.00 ... 4246.00 4239.00 PG
173 pg2512 20251021 4095.00 ... 4106.00 4102.00 PG
174 pg2601 20251021 3987.00 ... 3997.00 3994.00 PG
175 pg2602 20251021 3903.00 ... 3904.00 3899.00 PG
176 pg2603 20251021 3805.00 ... 3796.00 3806.00 PG
177 pg2604 20251021 4131.00 ... 4124.00 4137.00 PG
178 pg2605 20251021 4053.00 ... 4048.00 4057.00 PG
179 pg2606 20251021 3987.00 ... 3986.00 4002.00 PG
180 pg2607 20251021 3920.00 ... 3923.00 3937.00 PG
181 pg2608 20251021 3855.00 ... 3866.00 3884.00 PG
182 pg2609 20251021 3802.00 ... 3802.00 3827.00 PG
183 pp2510 20251021 0.00 ... 6455.00 6455.00 PP
184 pp2511 20251021 6512.00 ... 6507.00 6525.00 PP
185 pp2512 20251021 6527.00 ... 6553.00 6568.00 PP
186 pp2601 20251021 6560.00 ... 6572.00 6594.00 PP
187 pp2602 20251021 6555.00 ... 6570.00 6596.00 PP
188 pp2603 20251021 6563.00 ... 6572.00 6593.00 PP
189 pp2604 20251021 6575.00 ... 6600.00 6625.00 PP
190 pp2605 20251021 6611.00 ... 6619.00 6640.00 PP
191 pp2606 20251021 6564.00 ... 6599.00 6600.00 PP
192 pp2607 20251021 6563.00 ... 6597.00 6595.00 PP
193 pp2608 20251021 6596.00 ... 6625.00 6630.00 PP
194 pp2609 20251021 6640.00 ... 6647.00 6664.00 PP
195 rr2510 20251021 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251021 3618.00 ... 3618.00 3617.00 RR
197 rr2512 20251021 3594.00 ... 3599.00 3597.00 RR
198 rr2601 20251021 3627.00 ... 3627.00 3627.00 RR
199 rr2602 20251021 3618.00 ... 3613.00 3614.00 RR
200 rr2603 20251021 3615.00 ... 3615.00 3613.00 RR
201 rr2604 20251021 3621.00 ... 3621.00 3618.00 RR
202 rr2605 20251021 3612.00 ... 3616.00 3615.00 RR
203 rr2606 20251021 3610.00 ... 3610.00 3606.00 RR
204 rr2607 20251021 3616.00 ... 3616.00 3608.00 RR
205 rr2608 20251021 3604.00 ... 3604.00 3600.00 RR
206 rr2609 20251021 0.00 ... 3616.00 3616.00 RR
207 v2510 20251021 4596.00 ... 4590.00 4596.00 V
208 v2511 20251021 4623.00 ... 4613.00 4632.00 V
209 v2512 20251021 4654.00 ... 4655.00 4673.00 V
210 v2601 20251021 4705.00 ... 4699.00 4721.00 V
211 v2602 20251021 4721.00 ... 4742.00 4767.00 V
212 v2603 20251021 4756.00 ... 4773.00 4796.00 V
213 v2604 20251021 4958.00 ... 4974.00 4993.00 V
214 v2605 20251021 5001.00 ... 5002.00 5026.00 V
215 v2606 20251021 5025.00 ... 5051.00 5065.00 V
216 v2607 20251021 5093.00 ... 5088.00 5106.00 V
217 v2608 20251021 5100.00 ... 5120.00 5132.00 V
218 v2609 20251021 5122.00 ... 5126.00 5151.00 V
219 y2511 20251021 8274.00 ... 8294.00 8292.00 Y
220 y2512 20251021 8310.00 ... 8348.00 8346.00 Y
221 y2601 20251021 8298.00 ... 8320.00 8312.00 Y
222 y2603 20251021 8246.00 ... 8276.00 8256.00 Y
223 y2605 20251021 8094.00 ... 8134.00 8108.00 Y
224 y2607 20251021 8026.00 ... 8076.00 8044.00 Y
225 y2608 20251021 8090.00 ... 8070.00 8036.00 Y
226 y2609 20251021 8002.00 ... 8028.00 8012.00 Y
[227 rows x 12 columns]
2025-10-22 18:26:12,682 - future_1d - INFO - ak.get_dce_daily('2025-10-21') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251021 9388.0 9500.0 ... 84.96 9440.0 9294.0 AP
1 AP511 20251021 8911.0 8925.0 ... 1411.74 8879.0 8882.0 AP
2 AP512 20251021 8762.0 8808.0 ... 2693.72 8774.0 8730.0 AP
3 AP601 20251021 8868.0 8868.0 ... 864944.56 8819.0 8798.0 AP
4 AP603 20251021 8883.0 9117.0 ... 3479.01 8898.0 8771.0 AP
5 AP604 20251021 9150.0 9163.0 ... 2085.75 9108.0 8972.0 AP
6 AP605 20251021 9357.0 9388.0 ... 394589.28 9282.0 9142.0 AP
7 CF511 20251021 13515.0 13750.0 ... 49132.32 13645.0 13490.0 CF
8 CF601 20251021 13450.0 13555.0 ... 1659398.70 13495.0 13435.0 CF
9 CF603 20251021 13490.0 13590.0 ... 134856.17 13535.0 13480.0 CF
10 CF605 20251021 13530.0 13620.0 ... 398677.66 13560.0 13505.0 CF
11 CF607 20251021 13535.0 13630.0 ... 1301.61 13560.0 13535.0 CF
12 CF609 20251021 13700.0 13780.0 ... 5749.34 13720.0 13675.0 CF
13 CJ512 20251021 11260.0 11325.0 ... 4188.19 11275.0 11250.0 CJ
14 CJ601 20251021 11410.0 11460.0 ... 702090.18 11400.0 11385.0 CJ
15 CJ603 20251021 11305.0 11350.0 ... 9731.80 11295.0 11310.0 CJ
16 CJ605 20251021 11395.0 11430.0 ... 178224.01 11370.0 11395.0 CJ
17 CJ607 20251021 11470.0 11505.0 ... 1350.73 11445.0 11480.0 CJ
18 CJ609 20251021 11595.0 11645.0 ... 1001.67 11580.0 11610.0 CJ
19 CY510 20251021 0.0 0.0 ... 0.00 19765.0 19705.0 CY
20 CY511 20251021 19920.0 20050.0 ... 369.96 20000.0 19900.0 CY
21 CY512 20251021 0.0 0.0 ... 0.00 19505.0 19345.0 CY
22 CY601 20251021 19580.0 19780.0 ... 136098.03 19665.0 19605.0 CY
23 CY602 20251021 0.0 0.0 ... 0.00 19475.0 19475.0 CY
24 CY603 20251021 0.0 0.0 ... 0.00 19755.0 19650.0 CY
25 CY604 20251021 19400.0 19400.0 ... 9.70 19400.0 19485.0 CY
26 CY605 20251021 19755.0 19815.0 ... 39.58 19790.0 19720.0 CY
27 CY606 20251021 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251021 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251021 0.0 0.0 ... 0.00 19770.0 19605.0 CY
30 CY609 20251021 0.0 0.0 ... 0.00 19955.0 19900.0 CY
31 FG510 20251021 0.0 0.0 ... 0.00 980.0 980.0 FG
32 FG511 20251021 989.0 1003.0 ... 12552.78 992.0 1005.0 FG
33 FG512 20251021 1098.0 1106.0 ... 79357.15 1094.0 1114.0 FG
34 FG601 20251021 1088.0 1101.0 ... 3164236.49 1089.0 1108.0 FG
35 FG602 20251021 1158.0 1171.0 ... 57271.06 1158.0 1173.0 FG
36 FG603 20251021 1154.0 1174.0 ... 136717.45 1161.0 1174.0 FG
37 FG604 20251021 1233.0 1250.0 ... 765.44 1235.0 1246.0 FG
38 FG605 20251021 1230.0 1250.0 ... 175386.20 1235.0 1241.0 FG
39 FG606 20251021 1270.0 1292.0 ... 896.28 1277.0 1285.0 FG
40 FG607 20251021 1264.0 1281.0 ... 1651.83 1263.0 1272.0 FG
41 FG608 20251021 1316.0 1332.0 ... 1785.50 1317.0 1329.0 FG
42 FG609 20251021 1316.0 1332.0 ... 7143.39 1317.0 1328.0 FG
43 JR511 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251021 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251021 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251021 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251021 2236.0 2255.0 ... 3278.85 2238.0 2255.0 MA
53 MA512 20251021 2250.0 2272.0 ... 98700.78 2248.0 2271.0 MA
54 MA601 20251021 2252.0 2279.0 ... 1739281.29 2257.0 2280.0 MA
55 MA602 20251021 2291.0 2305.0 ... 73267.72 2281.0 2307.0 MA
56 MA603 20251021 2307.0 2323.0 ... 148807.10 2301.0 2315.0 MA
57 MA604 20251021 2307.0 2320.0 ... 55.19 2300.0 2314.0 MA
58 MA605 20251021 2285.0 2301.0 ... 180723.15 2281.0 2298.0 MA
59 MA606 20251021 2284.0 2299.0 ... 32.00 2286.0 2303.0 MA
60 MA607 20251021 2277.0 2285.0 ... 43.18 2273.0 2283.0 MA
61 MA608 20251021 2251.0 2276.0 ... 9.07 2269.0 2278.0 MA
62 MA609 20251021 2255.0 2260.0 ... 3133.64 2245.0 2261.0 MA
63 OI511 20251021 10043.0 10075.0 ... 10207.39 10037.0 10068.0 OI
64 OI601 20251021 9910.0 9920.0 ... 1896777.14 9882.0 9904.0 OI
65 OI603 20251021 9757.0 9757.0 ... 307453.02 9722.0 9740.0 OI
66 OI605 20251021 9545.0 9545.0 ... 137202.59 9507.0 9526.0 OI
67 OI607 20251021 9484.0 9491.0 ... 652.32 9454.0 9459.0 OI
68 OI609 20251021 9427.0 9459.0 ... 1226.32 9433.0 9420.0 OI
69 PF510 20251021 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251021 6042.0 6100.0 ... 16306.87 6072.0 6086.0 PF
71 PF512 20251021 6026.0 6094.0 ... 605428.14 6058.0 6068.0 PF
72 PF601 20251021 6040.0 6102.0 ... 85563.75 6064.0 6076.0 PF
73 PF602 20251021 6022.0 6090.0 ... 286799.69 6060.0 6056.0 PF
74 PF603 20251021 6034.0 6080.0 ... 47464.43 6042.0 6046.0 PF
75 PF604 20251021 6080.0 6112.0 ... 125.00 6098.0 6108.0 PF
76 PF605 20251021 6086.0 6130.0 ... 85.55 6112.0 6100.0 PF
77 PF606 20251021 0.0 0.0 ... 0.00 6110.0 6096.0 PF
78 PF607 20251021 6136.0 6152.0 ... 6.14 6144.0 6140.0 PF
79 PF608 20251021 0.0 0.0 ... 0.00 6152.0 6128.0 PF
80 PF609 20251021 6124.0 6178.0 ... 12.29 6148.0 6154.0 PF
81 PK510 20251021 0.0 0.0 ... 0.00 7804.0 7854.0 PK
82 PK511 20251021 7694.0 7714.0 ... 11321.85 7674.0 7710.0 PK
83 PK512 20251021 7828.0 7842.0 ... 89858.32 7790.0 7836.0 PK
84 PK601 20251021 7960.0 7970.0 ... 404316.27 7900.0 7952.0 PK
85 PK603 20251021 8060.0 8060.0 ... 85513.68 7988.0 8040.0 PK
86 PK604 20251021 8042.0 8046.0 ... 1466.17 7990.0 8038.0 PK
87 PK605 20251021 8066.0 8080.0 ... 14141.97 8020.0 8066.0 PK
88 PL601 20251021 6028.0 6080.0 ... 122109.39 6031.0 6065.0 PL
89 PL602 20251021 6067.0 6126.0 ... 53123.04 6078.0 6112.0 PL
90 PL603 20251021 6064.0 6125.0 ... 38139.10 6075.0 6105.0 PL
91 PL604 20251021 0.0 0.0 ... 0.00 6082.0 6082.0 PL
92 PL605 20251021 6072.0 6078.0 ... 24.30 6075.0 6079.0 PL
93 PL606 20251021 6002.0 6002.0 ... 12.00 6002.0 6088.0 PL
94 PL607 20251021 6037.0 6037.0 ... 12.07 6037.0 6245.0 PL
95 PL608 20251021 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251021 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251021 0.0 0.0 ... 0.00 5660.0 5660.0 PR
104 PR511 20251021 5550.0 5600.0 ... 11945.61 5574.0 5578.0 PR
105 PR512 20251021 5546.0 5594.0 ... 205215.45 5556.0 5568.0 PR
106 PR601 20251021 5512.0 5558.0 ... 307052.13 5524.0 5534.0 PR
107 PR602 20251021 5540.0 5600.0 ... 52031.64 5568.0 5568.0 PR
108 PR603 20251021 5538.0 5594.0 ... 301.24 5580.0 5560.0 PR
109 PR604 20251021 5618.0 5618.0 ... 109.29 5606.0 5582.0 PR
110 PR605 20251021 5568.0 5632.0 ... 168.22 5608.0 5612.0 PR
111 PR606 20251021 0.0 0.0 ... 0.00 5644.0 5644.0 PR
112 PR607 20251021 0.0 0.0 ... 0.00 5670.0 5670.0 PR
113 PR608 20251021 0.0 0.0 ... 0.00 5682.0 5672.0 PR
114 PR609 20251021 5636.0 5676.0 ... 33.93 5656.0 5662.0 PR
115 PX510 20251021 0.0 0.0 ... 0.00 6302.0 6304.0 PX
116 PX511 20251021 6270.0 6368.0 ... 18101.46 6324.0 6306.0 PX
117 PX512 20251021 6286.0 6370.0 ... 127710.48 6328.0 6314.0 PX
118 PX601 20251021 6268.0 6372.0 ... 513890.59 6322.0 6324.0 PX
119 PX602 20251021 6282.0 6380.0 ... 194736.07 6342.0 6324.0 PX
120 PX603 20251021 6284.0 6378.0 ... 93529.30 6344.0 6316.0 PX
121 PX604 20251021 6312.0 6360.0 ... 6.34 6336.0 6340.0 PX
122 PX605 20251021 6316.0 6400.0 ... 3298.23 6368.0 6378.0 PX
123 PX606 20251021 0.0 0.0 ... 0.00 6378.0 6398.0 PX
124 PX607 20251021 0.0 0.0 ... 0.00 6374.0 6340.0 PX
125 PX608 20251021 0.0 0.0 ... 0.00 6384.0 6382.0 PX
126 PX609 20251021 6398.0 6414.0 ... 9.61 6408.0 6408.0 PX
127 RI511 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251021 2408.0 2419.0 ... 1943.84 2412.0 2405.0 RM
134 RM601 20251021 2353.0 2363.0 ... 445175.72 2340.0 2347.0 RM
135 RM603 20251021 2307.0 2309.0 ... 6957.07 2304.0 2298.0 RM
136 RM605 20251021 2306.0 2316.0 ... 107527.55 2306.0 2300.0 RM
137 RM607 20251021 2299.0 2309.0 ... 9313.89 2299.0 2293.0 RM
138 RM608 20251021 2400.0 2410.0 ... 228.19 2402.0 2398.0 RM
139 RM609 20251021 2395.0 2405.0 ... 1987.14 2397.0 2392.0 RM
140 RS511 20251021 5203.0 5404.0 ... 68.88 5299.0 5280.0 RS
141 RS607 20251021 5455.0 5556.0 ... 11.01 5506.0 5597.0 RS
142 RS608 20251021 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251021 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251021 1138.0 1138.0 ... 3622.29 1129.0 1142.0 SA
145 SA511 20251021 1147.0 1147.0 ... 11828.48 1137.0 1157.0 SA
146 SA512 20251021 1205.0 1208.0 ... 91830.04 1198.0 1217.0 SA
147 SA601 20251021 1217.0 1220.0 ... 2395212.26 1207.0 1228.0 SA
148 SA602 20251021 1256.0 1259.0 ... 119637.50 1249.0 1267.0 SA
149 SA603 20251021 1264.0 1267.0 ... 230994.00 1256.0 1274.0 SA
150 SA604 20251021 1289.0 1302.0 ... 2038.78 1289.0 1310.0 SA
151 SA605 20251021 1306.0 1307.0 ... 107598.71 1295.0 1313.0 SA
152 SA606 20251021 1317.0 1324.0 ... 537.25 1310.0 1330.0 SA
153 SA607 20251021 1329.0 1329.0 ... 1015.35 1319.0 1330.0 SA
154 SA608 20251021 1360.0 1363.0 ... 533.01 1353.0 1367.0 SA
155 SA609 20251021 1356.0 1369.0 ... 5882.47 1358.0 1371.0 SA
156 SF510 20251021 0.0 0.0 ... 0.00 5298.0 5276.0 SF
157 SF511 20251021 5460.0 5542.0 ... 43846.03 5488.0 5464.0 SF
158 SF512 20251021 5438.0 5544.0 ... 54521.00 5482.0 5448.0 SF
159 SF601 20251021 5432.0 5542.0 ... 490154.72 5480.0 5444.0 SF
160 SF602 20251021 5368.0 5468.0 ... 61108.33 5412.0 5388.0 SF
161 SF603 20251021 5524.0 5598.0 ... 85542.81 5536.0 5532.0 SF
162 SF604 20251021 5488.0 5580.0 ... 11.07 5536.0 5506.0 SF
163 SF605 20251021 5492.0 5568.0 ... 7555.46 5504.0 5512.0 SF
164 SF606 20251021 5458.0 5530.0 ... 351.94 5500.0 5472.0 SF
165 SF607 20251021 5622.0 5688.0 ... 50.72 5636.0 5646.0 SF
166 SF608 20251021 0.0 0.0 ... 0.00 5618.0 5618.0 SF
167 SF609 20251021 5608.0 5652.0 ... 272.14 5612.0 5608.0 SF
168 SH510 20251021 0.0 0.0 ... 0.00 2348.0 2340.0 SH
169 SH511 20251021 2387.0 2432.0 ... 34576.17 2411.0 2365.0 SH
170 SH512 20251021 2390.0 2409.0 ... 79998.25 2395.0 2383.0 SH
171 SH601 20251021 2384.0 2394.0 ... 1597576.39 2381.0 2373.0 SH
172 SH602 20251021 2407.0 2415.0 ... 160397.49 2403.0 2401.0 SH
173 SH603 20251021 2425.0 2425.0 ... 101313.53 2410.0 2408.0 SH
174 SH604 20251021 2468.0 2476.0 ... 185.23 2470.0 2459.0 SH
175 SH605 20251021 2484.0 2490.0 ... 15094.42 2480.0 2476.0 SH
176 SH606 20251021 2520.0 2520.0 ... 45.29 2516.0 2509.0 SH
177 SH607 20251021 2528.0 2533.0 ... 60.69 2529.0 2521.0 SH
178 SH608 20251021 2565.0 2565.0 ... 15.38 2563.0 2553.0 SH
179 SH609 20251021 2568.0 2571.0 ... 53.87 2565.0 2563.0 SH
180 SM510 20251021 0.0 0.0 ... 0.00 5612.0 5612.0 SM
181 SM511 20251021 5722.0 5764.0 ... 4204.49 5740.0 5746.0 SM
182 SM512 20251021 5728.0 5780.0 ... 83252.90 5744.0 5742.0 SM
183 SM601 20251021 5730.0 5792.0 ... 461343.36 5754.0 5756.0 SM
184 SM602 20251021 5734.0 5794.0 ... 62536.81 5758.0 5752.0 SM
185 SM603 20251021 5740.0 5800.0 ... 148433.82 5762.0 5766.0 SM
186 SM604 20251021 0.0 0.0 ... 0.00 5766.0 5760.0 SM
187 SM605 20251021 5768.0 5824.0 ... 23814.78 5792.0 5794.0 SM
188 SM606 20251021 5776.0 5776.0 ... 2.89 5776.0 5790.0 SM
189 SM607 20251021 5768.0 5776.0 ... 219.19 5768.0 5768.0 SM
190 SM608 20251021 0.0 0.0 ... 0.00 5798.0 5796.0 SM
191 SM609 20251021 5818.0 5852.0 ... 1875.49 5824.0 5832.0 SM
192 SR511 20251021 5414.0 5414.0 ... 2462.19 5388.0 5396.0 SR
193 SR601 20251021 5439.0 5445.0 ... 693118.22 5436.0 5435.0 SR
194 SR603 20251021 5421.0 5430.0 ... 162225.22 5418.0 5419.0 SR
195 SR605 20251021 5403.0 5403.0 ... 57225.19 5396.0 5396.0 SR
196 SR607 20251021 5404.0 5406.0 ... 1512.15 5401.0 5401.0 SR
197 SR609 20251021 5411.0 5415.0 ... 2947.41 5408.0 5410.0 SR
198 TA510 20251021 4332.0 4382.0 ... 446.91 4360.0 4350.0 TA
199 TA511 20251021 4342.0 4398.0 ... 12307.64 4372.0 4374.0 TA
200 TA512 20251021 4360.0 4420.0 ... 343551.99 4384.0 4394.0 TA
201 TA601 20251021 4386.0 4442.0 ... 1158587.06 4410.0 4414.0 TA
202 TA602 20251021 4400.0 4458.0 ... 363998.15 4422.0 4432.0 TA
203 TA603 20251021 4420.0 4474.0 ... 74722.03 4450.0 4450.0 TA
204 TA604 20251021 0.0 0.0 ... 0.00 4462.0 4446.0 TA
205 TA605 20251021 4448.0 4508.0 ... 55694.99 4480.0 4478.0 TA
206 TA606 20251021 0.0 0.0 ... 0.00 4488.0 4464.0 TA
207 TA607 20251021 0.0 0.0 ... 0.00 4498.0 4482.0 TA
208 TA608 20251021 4510.0 4510.0 ... 2.26 4510.0 4500.0 TA
209 TA609 20251021 4502.0 4540.0 ... 1053.64 4512.0 4514.0 TA
210 UR510 20251021 1496.0 1496.0 ... 798.41 1495.0 1496.0 UR
211 UR511 20251021 1570.0 1593.0 ... 6525.90 1582.0 1581.0 UR
212 UR512 20251021 1584.0 1607.0 ... 23425.25 1599.0 1592.0 UR
213 UR601 20251021 1597.0 1622.0 ... 512122.19 1611.0 1607.0 UR
214 UR602 20251021 1607.0 1628.0 ... 16092.12 1619.0 1611.0 UR
215 UR603 20251021 1668.0 1683.0 ... 191.08 1676.0 1668.0 UR
216 UR604 20251021 1672.0 1685.0 ... 47.04 1680.0 1674.0 UR
217 UR605 20251021 1673.0 1691.0 ... 32416.92 1684.0 1679.0 UR
218 UR606 20251021 1686.0 1694.0 ... 236.56 1690.0 1684.0 UR
219 UR607 20251021 1722.0 1723.0 ... 48.20 1722.0 1715.0 UR
220 UR608 20251021 1720.0 1720.0 ... 17.18 1718.0 1716.0 UR
221 UR609 20251021 1712.0 1721.0 ... 278.16 1717.0 1712.0 UR
222 WH511 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:26:12,969 - future_1d - INFO - ak.get_czce_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 IC2511 20251021 7005.200 ... 7122.800 6970.400 IC
1 IC2512 20251021 6948.000 ... 7067.800 6908.800 IC
2 IC2603 20251021 6785.400 ... 6904.200 6745.800 IC
3 IC2606 20251021 6594.000 ... 6722.200 6564.400 IC
4 IF2511 20251021 4537.000 ... 4594.800 4517.600 IF
5 IF2512 20251021 4528.200 ... 4584.600 4504.200 IF
6 IF2603 20251021 4499.000 ... 4557.200 4479.000 IF
7 IF2606 20251021 4468.600 ... 4520.600 4444.000 IF
8 IH2511 20251021 2986.000 ... 3007.400 2971.200 IH
9 IH2512 20251021 2979.800 ... 3007.400 2969.600 IH
10 IH2603 20251021 2980.000 ... 3008.000 2970.400 IH
11 IH2606 20251021 2980.000 ... 3006.200 2968.800 IH
12 IM2511 20251021 7152.000 ... 7273.000 7134.600 IM
13 IM2512 20251021 7099.000 ... 7199.400 7053.400 IM
14 IM2603 20251021 6861.000 ... 6982.600 6836.600 IM
15 IM2606 20251021 6662.000 ... 6770.600 6627.200 IM
16 T2512 20251021 108.070 ... 108.120 108.090 T
17 T2603 20251021 107.810 ... 107.810 107.800 T
18 T2606 20251021 107.760 ... 107.720 107.730 T
19 TF2512 20251021 105.635 ... 105.695 105.660 TF
20 TF2603 20251021 105.575 ... 105.610 105.580 TF
21 TF2606 20251021 105.600 ... 105.605 105.605 TF
22 TL2512 20251021 115.240 ... 115.490 115.410 TL
23 TL2603 20251021 114.950 ... 115.190 115.130 TL
24 TL2606 20251021 114.810 ... 115.110 115.030 TL
25 TS2512 20251021 102.334 ... 102.362 102.336 TS
26 TS2603 20251021 102.266 ... 102.280 102.256 TS
27 TS2606 20251021 102.280 ... 102.300 102.288 TS
[28 rows x 12 columns]
2025-10-22 18:26:13,157 - future_1d - INFO - ak.get_cffex_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 SC2511 20251021 433 ... 433 436.3 SC
1 SC2512 20251021 435 ... 436.2 439.1 SC
2 SC2601 20251021 437 ... 437.9 439.9 SC
3 SC2602 20251021 438.5 ... 439.8 441.3 SC
4 SC2603 20251021 440.1 ... 441.4 442.4 SC
5 SC2604 20251021 441.6 ... 443.9 443.9 SC
6 SC2605 20251021 441.2 ... 445.5 444.6 SC
7 SC2606 20251021 443 ... 446.4 445.5 SC
8 SC2607 20251021 445.6 ... 447.4 447.3 SC
9 SC2608 20251021 446 ... 446.3 448.1 SC
10 SC2609 20251021 447.6 ... 448.9 447.8 SC
11 SC2610 20251021 ... 447.3 447.3 SC
12 SC2612 20251021 448 ... 448.6 450.4 SC
13 SC2703 20251021 ... 448.1 448.1 SC
14 SC2706 20251021 447.1 ... 447.1 451.7 SC
15 SC2709 20251021 ... 450.2 450.2 SC
16 SC2712 20251021 ... 451.8 451.8 SC
17 SC2803 20251021 ... 449.6 448.9 SC
18 SC2806 20251021 457 ... 457 454.8 SC
19 SC2809 20251021 455.7 ... 455.8 456.3 SC
21 LU2511 20251021 3047 ... 3036 3054 LU
22 LU2512 20251021 3072 ... 3064 3085 LU
23 LU2601 20251021 3076 ... 3068 3090 LU
24 LU2602 20251021 3087 ... 3076 3098 LU
25 LU2603 20251021 3091 ... 3083 3099 LU
26 LU2604 20251021 ... 3112 3112 LU
27 LU2605 20251021 3081 ... 3088 3115 LU
28 LU2606 20251021 3090 ... 3100 3124 LU
29 LU2607 20251021 3097 ... 3103 3128 LU
30 LU2608 20251021 ... 3130 3130 LU
31 LU2609 20251021 3096 ... 3114 3137 LU
32 LU2610 20251021 3115 ... 3121 3137 LU
34 NR2511 20251021 12280 ... 12295 12275 NR
35 NR2512 20251021 12195 ... 12285 12240 NR
36 NR2601 20251021 12150 ... 12275 12185 NR
37 NR2602 20251021 12080 ... 12245 12115 NR
38 NR2603 20251021 11985 ... 12280 12095 NR
39 NR2604 20251021 12060 ... 12230 12090 NR
40 NR2605 20251021 12060 ... 12250 12130 NR
41 NR2606 20251021 12210 ... 12275 12150 NR
42 NR2607 20251021 ... 12180 12150 NR
43 NR2608 20251021 12090 ... 12195 12135 NR
44 NR2609 20251021 12310 ... 12305 12215 NR
45 NR2610 20251021 12280 ... 12275 12225 NR
47 BC2511 20251021 75720 ... 76030 75720 BC
48 BC2512 20251021 75850 ... 76090 75960 BC
49 BC2601 20251021 ... 75860 75860 BC
50 BC2602 20251021 ... 75800 75800 BC
51 BC2603 20251021 76730 ... 76430 75870 BC
52 BC2604 20251021 ... 76440 76440 BC
53 BC2605 20251021 ... 75900 75900 BC
54 BC2606 20251021 ... 75880 75880 BC
55 BC2607 20251021 ... 76570 76570 BC
56 BC2608 20251021 ... 75800 75800 BC
57 BC2609 20251021 ... 76130 76130 BC
58 BC2610 20251021 ... 76130 76130 BC
60 EC2510 20251021 1129 ... 1133.9 1102.6 EC
61 EC2512 20251021 1700 ... 1748.9 1683.4 EC
62 EC2602 20251021 1518 ... 1554.6 1524.2 EC
63 EC2604 20251021 1160.1 ... 1166 1152.4 EC
64 EC2606 20251021 1308.1 ... 1350.7 1328.9 EC
65 EC2608 20251021 1458.5 ... 1472.3 1445.3 EC
68 SC_TAS2511 20251021 ... SC_TAS
69 SC_TAS2512 20251021 ... SC_TAS
70 SC_TAS2601 20251021 ... SC_TAS
71 SC_TAS2602 20251021 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 18:26:13,222 - future_1d - INFO - ak.get_ine_daily('2025-10-21') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251021 ... 85520 85300 CU
1 1 CU2512 20251021 ... 85530 85260 CU
2 2 CU2601 20251021 ... 85500 85230 CU
3 3 CU2602 20251021 ... 85490 85160 CU
4 4 CU2603 20251021 ... 85420 85120 CU
5 5 CU2604 20251021 ... 85320 85040 CU
6 6 CU2605 20251021 ... 85300 84970 CU
7 7 CU2606 20251021 ... 85210 84990 CU
8 8 CU2607 20251021 ... 85140 84890 CU
9 9 CU2608 20251021 ... 85060 84710 CU
10 10 CU2609 20251021 ... 84960 84510 CU
11 11 CU2610 20251021 ... 84880 84660 CU
12 12 BC2511 20251021 ... 76030 75720 BC
13 13 BC2512 20251021 ... 76090 75960 BC
14 14 BC2601 20251021 ... 75860 75860 BC
15 15 BC2602 20251021 ... 75800 75800 BC
16 16 BC2603 20251021 ... 76430 75870 BC
17 17 BC2604 20251021 ... 76440 76440 BC
18 18 BC2605 20251021 ... 75900 75900 BC
19 19 BC2606 20251021 ... 75880 75880 BC
20 20 BC2607 20251021 ... 76570 76570 BC
21 21 BC2608 20251021 ... 75800 75800 BC
22 22 BC2609 20251021 ... 76130 76130 BC
23 23 BC2610 20251021 ... 76130 76130 BC
24 24 AL2511 20251021 ... 20910 20900 AL
25 25 AL2512 20251021 ... 20930 20930 AL
26 26 AL2601 20251021 ... 20940 20930 AL
27 27 AL2602 20251021 ... 20955 20940 AL
28 28 AL2603 20251021 ... 20965 20955 AL
29 29 AL2604 20251021 ... 20980 20970 AL
30 30 AL2605 20251021 ... 20985 20985 AL
31 31 AL2606 20251021 ... 20985 20985 AL
32 32 AL2607 20251021 ... 20995 20995 AL
33 33 AL2608 20251021 ... 21020 21000 AL
34 34 AL2609 20251021 ... 21000 20995 AL
35 35 AL2610 20251021 ... 21015 20980 AL
36 36 ZN2511 20251021 ... 21955 21880 ZN
37 37 ZN2512 20251021 ... 21960 21885 ZN
38 38 ZN2601 20251021 ... 21995 21915 ZN
39 39 ZN2602 20251021 ... 22015 21945 ZN
40 40 ZN2603 20251021 ... 22075 21980 ZN
41 41 ZN2604 20251021 ... 22090 22010 ZN
42 42 ZN2605 20251021 ... 22125 22025 ZN
43 43 ZN2606 20251021 ... 22165 22080 ZN
44 44 ZN2607 20251021 ... 22160 22080 ZN
45 45 ZN2608 20251021 ... 22210 22105 ZN
46 46 ZN2609 20251021 ... 22205 22150 ZN
47 47 ZN2610 20251021 ... 22175 22210 ZN
48 48 PB2511 20251021 ... 17165 17100 PB
49 49 PB2512 20251021 ... 17170 17120 PB
50 50 PB2601 20251021 ... 17175 17110 PB
51 51 PB2602 20251021 ... 17180 17140 PB
52 52 PB2603 20251021 ... 17200 17155 PB
53 53 PB2604 20251021 ... 17220 17165 PB
54 54 PB2605 20251021 ... 17245 17175 PB
55 55 PB2606 20251021 ... 17200 17200 PB
56 56 PB2607 20251021 ... 17255 17210 PB
57 57 PB2608 20251021 ... 17285 17240 PB
58 58 PB2609 20251021 ... 17285 17270 PB
59 59 PB2610 20251021 ... 17235 17195 PB
60 60 NI2511 20251021 ... 121320 120750 NI
61 61 NI2512 20251021 ... 121510 120920 NI
62 62 NI2601 20251021 ... 121680 121140 NI
63 63 NI2602 20251021 ... 121830 121320 NI
64 64 NI2603 20251021 ... 122150 121540 NI
65 65 NI2604 20251021 ... 122400 121810 NI
66 66 NI2605 20251021 ... 122670 122070 NI
67 67 NI2606 20251021 ... 122820 122230 NI
68 68 NI2607 20251021 ... 122990 122530 NI
69 69 NI2608 20251021 ... 123260 122820 NI
70 70 NI2609 20251021 ... 123430 123150 NI
71 71 NI2610 20251021 ... 123670 123160 NI
72 72 SN2511 20251021 ... 280630 278950 SN
73 73 SN2512 20251021 ... 281110 279380 SN
74 74 SN2601 20251021 ... 281190 279520 SN
75 75 SN2602 20251021 ... 281230 279580 SN
76 76 SN2603 20251021 ... 281090 279470 SN
77 77 SN2604 20251021 ... 281150 279690 SN
78 78 SN2605 20251021 ... 281350 279650 SN
79 79 SN2606 20251021 ... 281260 279860 SN
80 80 SN2607 20251021 ... 282010 280420 SN
81 81 SN2608 20251021 ... 282490 280550 SN
82 82 SN2609 20251021 ... 282560 280620 SN
83 83 SN2610 20251021 ... 282220 281950 SN
84 84 AO2511 20251021 ... 2766 2788 AO
85 85 AO2512 20251021 ... 2780 2806 AO
86 86 AO2601 20251021 ... 2795 2816 AO
87 87 AO2602 20251021 ... 2818 2837 AO
88 88 AO2603 20251021 ... 2886 2903 AO
89 89 AO2604 20251021 ... 2888 2914 AO
90 90 AO2605 20251021 ... 2909 2927 AO
91 91 AO2606 20251021 ... 2917 2933 AO
92 92 AO2607 20251021 ... 2929 2942 AO
93 93 AO2608 20251021 ... 2941 2960 AO
94 94 AO2609 20251021 ... 2956 2975 AO
95 95 AO2610 20251021 ... 2968 2990 AO
96 96 AD2511 20251021 ... 20330 20330 AD
97 97 AD2512 20251021 ... 20400 20400 AD
98 98 AD2601 20251021 ... 20440 20440 AD
99 99 AD2602 20251021 ... 20445 20435 AD
100 100 AD2603 20251021 ... 20495 20350 AD
101 101 AD2604 20251021 ... 20450 20420 AD
102 102 AD2605 20251021 ... 20355 20360 AD
103 103 AD2606 20251021 ... 20335 20335 AD
104 104 AD2607 20251021 ... 20270 20270 AD
105 105 AD2608 20251021 ... 20390 20390 AD
106 106 AD2609 20251021 ... 20640 20640 AD
107 107 AD2610 20251021 ... 20495 20495 AD
108 108 AU2511 20251021 ... 990.32 973.38 AU
109 109 AU2512 20251021 ... 991.44 974.4 AU
110 110 AU2601 20251021 ... 992.86 977.04 AU
111 111 AU2602 20251021 ... 994.4 976.78 AU
112 112 AU2604 20251021 ... 996.3 979.42 AU
113 113 AU2606 20251021 ... 998.12 982.34 AU
114 114 AU2608 20251021 ... 999.56 984.54 AU
115 115 AU2610 20251021 ... 1002.78 986.66 AU
116 116 AG2511 20251021 ... 11849 11784 AG
117 117 AG2512 20251021 ... 11862 11782 AG
118 118 AG2601 20251021 ... 11874 11802 AG
119 119 AG2602 20251021 ... 11877 11809 AG
120 120 AG2603 20251021 ... 11893 11833 AG
121 121 AG2604 20251021 ... 11895 11834 AG
122 122 AG2605 20251021 ... 11900 11850 AG
123 123 AG2606 20251021 ... 11909 11857 AG
124 124 AG2607 20251021 ... 11927 11865 AG
125 125 AG2608 20251021 ... 11928 11872 AG
126 126 AG2609 20251021 ... 11947 11885 AG
127 127 AG2610 20251021 ... 11955 11910 AG
128 128 RB2511 20251021 ... 2990 2997 RB
129 129 RB2512 20251021 ... 3036 3041 RB
130 130 RB2601 20251021 ... 3050 3058 RB
131 131 RB2602 20251021 ... 3055 3063 RB
132 132 RB2603 20251021 ... 3078 3087 RB
133 133 RB2604 20251021 ... 3093 3105 RB
134 134 RB2605 20251021 ... 3106 3114 RB
135 135 RB2606 20251021 ... 3119 3129 RB
136 136 RB2607 20251021 ... 3133 3137 RB
137 137 RB2608 20251021 ... 3137 3145 RB
138 138 RB2609 20251021 ... 3139 3152 RB
139 139 RB2610 20251021 ... 3147 3151 RB
140 140 WR2511 20251021 ... 3310 3310 WR
141 141 WR2512 20251021 ... 3262 3262 WR
142 142 WR2601 20251021 ... 3339 3362 WR
143 143 WR2602 20251021 ... 3373 3403 WR
144 144 WR2603 20251021 ... 3361 3361 WR
145 145 WR2604 20251021 ... 3369 3369 WR
146 146 WR2605 20251021 ... 3365 3365 WR
147 147 WR2606 20251021 ... 3363 3363 WR
148 148 WR2607 20251021 ... 3400 3430 WR
149 149 WR2608 20251021 ... 3412 3461 WR
150 150 WR2609 20251021 ... 3430 3430 WR
151 151 WR2610 20251021 ... 3430 3430 WR
152 152 HC2511 20251021 ... 3281 3275 HC
153 153 HC2512 20251021 ... 3249 3261 HC
154 154 HC2601 20251021 ... 3221 3229 HC
155 155 HC2602 20251021 ... 3221 3231 HC
156 156 HC2603 20251021 ... 3227 3235 HC
157 157 HC2604 20251021 ... 3224 3240 HC
158 158 HC2605 20251021 ... 3239 3245 HC
159 159 HC2606 20251021 ... 3249 3247 HC
160 160 HC2607 20251021 ... 3249 3256 HC
161 161 HC2608 20251021 ... 3256 3262 HC
162 162 HC2609 20251021 ... 3252 3267 HC
163 163 HC2610 20251021 ... 3261 3267 HC
164 164 SS2511 20251021 ... 12640 12590 SS
165 165 SS2512 20251021 ... 12665 12610 SS
166 166 SS2601 20251021 ... 12745 12700 SS
167 167 SS2602 20251021 ... 12800 12755 SS
168 168 SS2603 20251021 ... 12885 12845 SS
169 169 SS2604 20251021 ... 12945 12925 SS
170 170 SS2605 20251021 ... 12995 12950 SS
171 171 SS2606 20251021 ... 13055 13025 SS
172 172 SS2607 20251021 ... 13080 13070 SS
173 173 SS2608 20251021 ... 13130 13135 SS
174 174 SS2609 20251021 ... 13220 13180 SS
175 175 SS2610 20251021 ... 13250 13230 SS
176 176 SC2511 20251021 ... 433 436.3 SC
177 177 SC2512 20251021 ... 436.2 439.1 SC
178 178 SC2601 20251021 ... 437.9 439.9 SC
179 179 SC2602 20251021 ... 439.8 441.3 SC
180 180 SC2603 20251021 ... 441.4 442.4 SC
181 181 SC2604 20251021 ... 443.9 443.9 SC
182 182 SC2605 20251021 ... 445.5 444.6 SC
183 183 SC2606 20251021 ... 446.4 445.5 SC
184 184 SC2607 20251021 ... 447.4 447.3 SC
185 185 SC2608 20251021 ... 446.3 448.1 SC
186 186 SC2609 20251021 ... 448.9 447.8 SC
187 187 SC2610 20251021 ... 447.3 447.3 SC
188 188 SC2612 20251021 ... 448.6 450.4 SC
189 189 SC2703 20251021 ... 448.1 448.1 SC
190 190 SC2706 20251021 ... 447.1 451.7 SC
191 191 SC2709 20251021 ... 450.2 450.2 SC
192 192 SC2712 20251021 ... 451.8 451.8 SC
193 193 SC2803 20251021 ... 449.6 448.9 SC
194 194 SC2806 20251021 ... 457 454.8 SC
195 195 SC2809 20251021 ... 455.8 456.3 SC
196 196 LU2511 20251021 ... 3036 3054 LU
197 197 LU2512 20251021 ... 3064 3085 LU
198 198 LU2601 20251021 ... 3068 3090 LU
199 199 LU2602 20251021 ... 3076 3098 LU
200 200 LU2603 20251021 ... 3083 3099 LU
201 201 LU2604 20251021 ... 3112 3112 LU
202 202 LU2605 20251021 ... 3088 3115 LU
203 203 LU2606 20251021 ... 3100 3124 LU
204 204 LU2607 20251021 ... 3103 3128 LU
205 205 LU2608 20251021 ... 3130 3130 LU
206 206 LU2609 20251021 ... 3114 3137 LU
207 207 LU2610 20251021 ... 3121 3137 LU
208 208 FU2511 20251021 ... 2750 2772 FU
209 209 FU2512 20251021 ... 2665 2684 FU
210 210 FU2601 20251021 ... 2635 2650 FU
211 211 FU2602 20251021 ... 2619 2633 FU
212 212 FU2603 20251021 ... 2613 2626 FU
213 213 FU2604 20251021 ... 2613 2625 FU
214 214 FU2605 20251021 ... 2605 2619 FU
215 215 FU2606 20251021 ... 2597 2611 FU
216 216 FU2607 20251021 ... 2589 2606 FU
217 217 FU2608 20251021 ... 2569 2581 FU
218 218 FU2609 20251021 ... 2560 2575 FU
219 219 FU2610 20251021 ... 2555 2567 FU
220 220 BU2511 20251021 ... 3263 3245 BU
221 221 BU2512 20251021 ... 3188 3172 BU
222 222 BU2601 20251021 ... 3156 3144 BU
223 223 BU2602 20251021 ... 3166 3153 BU
224 224 BU2603 20251021 ... 3187 3171 BU
225 225 BU2604 20251021 ... 3192 3180 BU
226 226 BU2605 20251021 ... 3200 3185 BU
227 227 BU2606 20251021 ... 3209 3193 BU
228 228 BU2607 20251021 ... 3198 3198 BU
229 229 BU2608 20251021 ... 3210 3190 BU
230 230 BU2609 20251021 ... 3211 3195 BU
231 231 BU2610 20251021 ... 3174 3168 BU
232 232 BU2612 20251021 ... 3153 3140 BU
233 233 BU2703 20251021 ... 3150 3150 BU
234 234 BU2706 20251021 ... 3173 3166 BU
235 235 BU2709 20251021 ... 3184 3166 BU
236 236 BR2511 20251021 ... 11040 10985 BR
237 237 BR2512 20251021 ... 10955 10880 BR
238 238 BR2601 20251021 ... 10940 10855 BR
239 239 BR2602 20251021 ... 10965 10850 BR
240 240 BR2603 20251021 ... 10945 10840 BR
241 241 BR2604 20251021 ... 11000 10890 BR
242 242 BR2605 20251021 ... 11020 10890 BR
243 243 BR2606 20251021 ... 11065 10910 BR
244 244 BR2607 20251021 ... 11285 11120 BR
245 245 BR2608 20251021 ... 11225 11185 BR
246 246 BR2609 20251021 ... 11215 11140 BR
247 247 BR2610 20251021 ... 11305 11210 BR
248 248 RU2511 20251021 ... 14260 14105 RU
249 249 RU2601 20251021 ... 15000 14865 RU
250 250 RU2603 20251021 ... 15010 14865 RU
251 251 RU2604 20251021 ... 15035 14880 RU
252 252 RU2605 20251021 ... 14995 14845 RU
253 253 RU2606 20251021 ... 15055 14855 RU
254 254 RU2607 20251021 ... 15155 14905 RU
255 255 RU2608 20251021 ... 14850 14915 RU
256 256 RU2609 20251021 ... 15140 14890 RU
257 257 RU2610 20251021 ... 15170 14890 RU
258 258 NR2511 20251021 ... 12295 12275 NR
259 259 NR2512 20251021 ... 12285 12240 NR
260 260 NR2601 20251021 ... 12275 12185 NR
261 261 NR2602 20251021 ... 12245 12115 NR
262 262 NR2603 20251021 ... 12280 12095 NR
263 263 NR2604 20251021 ... 12230 12090 NR
264 264 NR2605 20251021 ... 12250 12130 NR
265 265 NR2606 20251021 ... 12275 12150 NR
266 266 NR2607 20251021 ... 12180 12150 NR
267 267 NR2608 20251021 ... 12195 12135 NR
268 268 NR2609 20251021 ... 12305 12215 NR
269 269 NR2610 20251021 ... 12275 12225 NR
270 270 SP2511 20251021 ... 4846 4858 SP
271 271 SP2512 20251021 ... 4874 4884 SP
272 272 SP2601 20251021 ... 5154 5158 SP
273 273 SP2602 20251021 ... 5174 5166 SP
274 274 SP2603 20251021 ... 5180 5186 SP
275 275 SP2604 20251021 ... 5210 5202 SP
276 276 SP2605 20251021 ... 5208 5214 SP
277 277 SP2606 20251021 ... 5212 5212 SP
278 278 SP2607 20251021 ... 5220 5212 SP
279 279 SP2608 20251021 ... 5226 5214 SP
280 280 SP2609 20251021 ... 5212 5212 SP
281 281 SP2610 20251021 ... 5236 5212 SP
282 282 OP2601 20251021 ... 4166 4174 OP
283 283 OP2602 20251021 ... 4168 4166 OP
284 284 OP2603 20251021 ... 4176 4172 OP
285 285 OP2604 20251021 ... 4202 4208 OP
286 286 OP2605 20251021 ... 4200 4204 OP
287 287 OP2606 20251021 ... 4176 4176 OP
288 288 OP2607 20251021 ... 4190 4210 OP
289 289 OP2608 20251021 ... 4214 4212 OP
290 290 OP2609 20251021 ... 4198 4198 OP
291 291 OP2610 20251021 ... 4202 4202 OP
292 292 EC2510 20251021 ... 1133.9 1102.6 EC
293 293 EC2512 20251021 ... 1748.9 1683.4 EC
294 294 EC2602 20251021 ... 1554.6 1524.2 EC
295 295 EC2604 20251021 ... 1166 1152.4 EC
296 296 EC2606 20251021 ... 1350.7 1328.9 EC
297 297 EC2608 20251021 ... 1472.3 1445.3 EC
298 298 SC_TAS2511 20251021 ... SC_TAS
299 299 SC_TAS2512 20251021 ... SC_TAS
300 300 SC_TAS2601 20251021 ... SC_TAS
301 301 SC_TAS2602 20251021 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 18:26:13,327 - future_1d - INFO - ak.get_shfe_daily('2025-10-21') done
2025-10-22 18:26:15,097 - future_1d - INFO - save future_daily 2025-10-21 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251022 0.0 ... 50860.0 51935.0 PS
1 PS2511 20251022 50700.0 ... 50235.0 50590.0 PS
2 PS2512 20251022 53005.0 ... 52600.0 52985.0 PS
3 PS2601 20251022 53000.0 ... 52520.0 52915.0 PS
4 PS2602 20251022 52885.0 ... 52145.0 52715.0 PS
5 PS2603 20251022 52655.0 ... 52140.0 52665.0 PS
6 PS2604 20251022 52600.0 ... 51850.0 52390.0 PS
7 PS2605 20251022 52620.0 ... 51920.0 52340.0 PS
8 PS2606 20251022 54380.0 ... 53590.0 54080.0 PS
9 PS2607 20251022 54010.0 ... 53360.0 53780.0 PS
10 PS2608 20251022 54015.0 ... 53135.0 53470.0 PS
11 PS2609 20251022 53360.0 ... 53110.0 53500.0 PS
13 SI2510 20251022 0.0 ... 8615.0 8460.0 SI
14 SI2511 20251022 8515.0 ... 8500.0 8480.0 SI
15 SI2512 20251022 8935.0 ... 8870.0 8865.0 SI
16 SI2601 20251022 8855.0 ... 8820.0 8820.0 SI
17 SI2602 20251022 8830.0 ... 8825.0 8835.0 SI
18 SI2603 20251022 8840.0 ... 8835.0 8840.0 SI
19 SI2604 20251022 8830.0 ... 8835.0 8855.0 SI
20 SI2605 20251022 8860.0 ... 8855.0 8850.0 SI
21 SI2606 20251022 8860.0 ... 8855.0 8865.0 SI
22 SI2607 20251022 8865.0 ... 8870.0 8855.0 SI
23 SI2608 20251022 8890.0 ... 8890.0 8890.0 SI
24 SI2609 20251022 8890.0 ... 8900.0 8900.0 SI
27 LC2510 20251022 76160.0 ... 73480.0 75780.0 LC
28 LC2511 20251022 75380.0 ... 76320.0 75440.0 LC
29 LC2512 20251022 76620.0 ... 76700.0 75800.0 LC
30 LC2601 20251022 76000.0 ... 76740.0 75880.0 LC
31 LC2602 20251022 75800.0 ... 76620.0 75680.0 LC
32 LC2603 20251022 75860.0 ... 76460.0 75580.0 LC
33 LC2604 20251022 76220.0 ... 76720.0 75840.0 LC
34 LC2605 20251022 76180.0 ... 76880.0 75920.0 LC
35 LC2606 20251022 75820.0 ... 76640.0 75720.0 LC
36 LC2607 20251022 76100.0 ... 76560.0 75700.0 LC
37 LC2608 20251022 76240.0 ... 76740.0 75940.0 LC
38 LC2609 20251022 76080.0 ... 76820.0 76060.0 LC
[36 rows x 12 columns]
2025-10-22 18:26:19,761 - future_1d - INFO - ak.get_gfex_daily('2025-10-22') done
symbol date open ... settle pre_settle variety
0 a2511 20251022 4030.00 ... 4027.00 4049.00 A
1 a2601 20251022 4060.00 ... 4050.00 4073.00 A
2 a2603 20251022 4068.00 ... 4052.00 4071.00 A
3 a2605 20251022 4098.00 ... 4092.00 4104.00 A
4 a2607 20251022 4098.00 ... 4088.00 4101.00 A
5 a2609 20251022 4098.00 ... 4091.00 4106.00 A
6 b2510 20251022 0.00 ... 3629.00 3600.00 B
7 b2511 20251022 3586.00 ... 3572.00 3611.00 B
8 b2512 20251022 3601.00 ... 3583.00 3620.00 B
9 b2601 20251022 3621.00 ... 3595.00 3629.00 B
10 b2602 20251022 3630.00 ... 3616.00 3643.00 B
11 b2603 20251022 3602.00 ... 3589.00 3609.00 B
12 b2604 20251022 3501.00 ... 3496.00 3512.00 B
13 b2605 20251022 3461.00 ... 3452.00 3467.00 B
14 b2606 20251022 3431.00 ... 3427.00 3438.00 B
15 b2607 20251022 3427.00 ... 3430.00 3438.00 B
16 b2608 20251022 3527.00 ... 3524.00 3533.00 B
17 b2609 20251022 3564.00 ... 3552.00 3564.00 B
18 bb2511 20251022 0.00 ... 144.50 144.50 BB
19 bb2601 20251022 146.70 ... 146.90 147.00 BB
20 bb2603 20251022 146.85 ... 146.90 147.10 BB
21 bb2605 20251022 146.90 ... 146.90 147.10 BB
22 bb2607 20251022 0.00 ... 151.85 152.05 BB
23 bb2609 20251022 0.00 ... 151.85 152.05 BB
24 bz2603 20251022 5476.00 ... 5521.00 5482.00 BZ
25 bz2604 20251022 5480.00 ... 5522.00 5480.00 BZ
26 bz2605 20251022 5505.00 ... 5516.00 5482.00 BZ
27 bz2606 20251022 5483.00 ... 5492.00 5480.00 BZ
28 bz2607 20251022 0.00 ... 5519.00 5468.00 BZ
29 bz2608 20251022 5535.00 ... 5535.00 5480.00 BZ
30 bz2609 20251022 0.00 ... 5536.00 5456.00 BZ
31 c2511 20251022 2120.00 ... 2114.00 2119.00 C
32 c2601 20251022 2141.00 ... 2131.00 2141.00 C
33 c2603 20251022 2169.00 ... 2159.00 2170.00 C
34 c2605 20251022 2249.00 ... 2238.00 2249.00 C
35 c2607 20251022 2274.00 ... 2261.00 2273.00 C
36 c2609 20251022 2287.00 ... 2274.00 2289.00 C
37 cs2511 20251022 2390.00 ... 2398.00 2389.00 CS
38 cs2601 20251022 2430.00 ... 2424.00 2422.00 CS
39 cs2603 20251022 2447.00 ... 2441.00 2442.00 CS
40 cs2605 20251022 2551.00 ... 2545.00 2548.00 CS
41 cs2607 20251022 2566.00 ... 2563.00 2565.00 CS
42 cs2609 20251022 2616.00 ... 2606.00 2608.00 CS
43 eb2510 20251022 0.00 ... 6217.00 6217.00 EB
44 eb2511 20251022 6480.00 ... 6484.00 6441.00 EB
45 eb2512 20251022 6502.00 ... 6511.00 6470.00 EB
46 eb2601 20251022 6535.00 ... 6561.00 6519.00 EB
47 eb2602 20251022 6585.00 ... 6616.00 6585.00 EB
48 eb2603 20251022 6669.00 ... 6684.00 6650.00 EB
49 eb2604 20251022 6730.00 ... 6765.00 6718.00 EB
50 eb2605 20251022 6784.00 ... 6826.00 6782.00 EB
51 eb2606 20251022 6823.00 ... 6820.00 6817.00 EB
52 eb2607 20251022 6909.00 ... 6920.00 6817.00 EB
53 eb2608 20251022 6925.00 ... 6938.00 6822.00 EB
54 eb2609 20251022 6919.00 ... 6914.00 6868.00 EB
55 eg2510 20251022 0.00 ... 4057.00 4057.00 EG
56 eg2511 20251022 4006.00 ... 4019.00 4001.00 EG
57 eg2512 20251022 3988.00 ... 4023.00 4000.00 EG
58 eg2601 20251022 4015.00 ... 4033.00 4003.00 EG
59 eg2602 20251022 4025.00 ... 4041.00 4015.00 EG
60 eg2603 20251022 4033.00 ... 4059.00 4028.00 EG
61 eg2604 20251022 4076.00 ... 4093.00 4093.00 EG
62 eg2605 20251022 4107.00 ... 4111.00 4085.00 EG
63 eg2606 20251022 4099.00 ... 4131.00 4103.00 EG
64 eg2607 20251022 4133.00 ... 4143.00 4114.00 EG
65 eg2608 20251022 4164.00 ... 4164.00 4119.00 EG
66 eg2609 20251022 4171.00 ... 4178.00 4140.00 EG
67 fb2510 20251022 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251022 1228.50 ... 1230.50 1236.50 FB
69 fb2512 20251022 1258.50 ... 1257.50 1259.00 FB
70 fb2601 20251022 1273.00 ... 1269.00 1267.50 FB
71 fb2602 20251022 1267.00 ... 1268.50 1266.50 FB
72 fb2603 20251022 1260.00 ... 1261.00 1261.00 FB
73 fb2604 20251022 0.00 ... 1260.50 1260.50 FB
74 fb2605 20251022 1268.50 ... 1268.50 1285.50 FB
75 fb2606 20251022 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251022 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251022 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251022 0.00 ... 1296.00 1296.00 FB
79 i2510 20251022 0.00 ... 809.00 806.00 I
80 i2511 20251022 792.00 ... 797.00 791.50 I
81 i2512 20251022 785.00 ... 787.00 782.00 I
82 i2601 20251022 772.50 ... 774.00 769.00 I
83 i2602 20251022 770.50 ... 772.00 767.50 I
84 i2603 20251022 767.00 ... 768.50 763.50 I
85 i2604 20251022 764.00 ... 763.50 758.50 I
86 i2605 20251022 752.00 ... 753.50 749.50 I
87 i2606 20251022 748.00 ... 748.50 745.50 I
88 i2607 20251022 743.00 ... 744.00 739.50 I
89 i2608 20251022 739.00 ... 739.50 735.50 I
90 i2609 20251022 730.50 ... 732.50 729.00 I
91 j2510 20251022 0.00 ... 1600.50 1600.00 J
92 j2511 20251022 1627.50 ... 1634.00 1626.00 J
93 j2512 20251022 1661.00 ... 1671.50 1662.50 J
94 j2601 20251022 1672.00 ... 1696.50 1691.50 J
95 j2602 20251022 1717.50 ... 1717.50 1732.50 J
96 j2603 20251022 1738.50 ... 1738.50 1738.50 J
97 j2604 20251022 1805.00 ... 1805.00 1816.50 J
98 j2605 20251022 1810.00 ... 1840.50 1837.50 J
99 j2606 20251022 1847.50 ... 1858.50 1881.50 J
100 j2607 20251022 0.00 ... 1881.00 1881.00 J
101 j2608 20251022 0.00 ... 1865.00 1865.00 J
102 j2609 20251022 1917.50 ... 1921.00 1917.50 J
103 jd2510 20251022 2780.00 ... 2780.00 2790.00 JD
104 jd2511 20251022 2820.00 ... 2806.00 2794.00 JD
105 jd2512 20251022 2962.00 ... 2932.00 2931.00 JD
106 jd2601 20251022 3169.00 ... 3157.00 3155.00 JD
107 jd2602 20251022 2950.00 ... 2940.00 2946.00 JD
108 jd2603 20251022 2955.00 ... 2947.00 2956.00 JD
109 jd2604 20251022 3142.00 ... 3138.00 3138.00 JD
110 jd2605 20251022 3349.00 ... 3336.00 3342.00 JD
111 jd2606 20251022 3241.00 ... 3222.00 3240.00 JD
112 jd2607 20251022 3487.00 ... 3460.00 3480.00 JD
113 jd2608 20251022 3956.00 ... 3931.00 3958.00 JD
114 jd2609 20251022 3828.00 ... 3796.00 3838.00 JD
115 jm2510 20251022 1065.50 ... 953.00 1055.50 JM
116 jm2511 20251022 1068.50 ... 1077.00 1071.50 JM
117 jm2512 20251022 1118.00 ... 1131.00 1125.50 JM
118 jm2601 20251022 1180.00 ... 1197.00 1192.50 JM
119 jm2602 20251022 1202.00 ... 1219.50 1214.50 JM
120 jm2603 20251022 1219.50 ... 1238.50 1231.00 JM
121 jm2604 20251022 1232.50 ... 1256.00 1248.50 JM
122 jm2605 20251022 1251.00 ... 1272.00 1265.00 JM
123 jm2606 20251022 1277.50 ... 1296.00 1282.00 JM
124 jm2607 20251022 1292.00 ... 1306.50 1298.50 JM
125 jm2608 20251022 1314.00 ... 1332.00 1322.50 JM
126 jm2609 20251022 1335.00 ... 1351.00 1338.00 JM
127 l2510 20251022 0.00 ... 6922.00 6848.00 L
128 l2511 20251022 6862.00 ... 6887.00 6851.00 L
129 l2512 20251022 6883.00 ... 6908.00 6865.00 L
130 l2601 20251022 6889.00 ... 6914.00 6869.00 L
131 l2602 20251022 6892.00 ... 6906.00 6867.00 L
132 l2603 20251022 6900.00 ... 6923.00 6874.00 L
133 l2604 20251022 6991.00 ... 6985.00 6902.00 L
134 l2605 20251022 6917.00 ... 6953.00 6911.00 L
135 l2606 20251022 6940.00 ... 6944.00 6904.00 L
136 l2607 20251022 6952.00 ... 6956.00 6932.00 L
137 l2608 20251022 6949.00 ... 6950.00 6947.00 L
138 l2609 20251022 6959.00 ... 6993.00 6946.00 L
139 lg2511 20251022 802.00 ... 792.50 803.00 LG
140 lg2601 20251022 839.50 ... 832.00 837.00 LG
141 lg2603 20251022 836.00 ... 834.50 834.00 LG
142 lg2605 20251022 836.00 ... 835.50 836.50 LG
143 lg2607 20251022 838.00 ... 837.00 837.50 LG
144 lg2609 20251022 837.00 ... 836.00 838.00 LG
145 lh2511 20251022 11575.00 ... 11440.00 11430.00 LH
146 lh2601 20251022 12230.00 ... 12205.00 12120.00 LH
147 lh2603 20251022 11650.00 ... 11580.00 11520.00 LH
148 lh2605 20251022 12090.00 ... 12100.00 12055.00 LH
149 lh2607 20251022 12800.00 ... 12835.00 12830.00 LH
150 lh2609 20251022 13675.00 ... 13650.00 13635.00 LH
151 m2511 20251022 2862.00 ... 2852.00 2878.00 M
152 m2512 20251022 2897.00 ... 2878.00 2905.00 M
153 m2601 20251022 2886.00 ... 2872.00 2897.00 M
154 m2603 20251022 2874.00 ... 2867.00 2885.00 M
155 m2605 20251022 2740.00 ... 2737.00 2744.00 M
156 m2607 20251022 2727.00 ... 2723.00 2728.00 M
157 m2608 20251022 2851.00 ... 2847.00 2853.00 M
158 m2609 20251022 2860.00 ... 2853.00 2860.00 M
159 p2510 20251022 0.00 ... 9402.00 9120.00 P
160 p2511 20251022 9190.00 ... 9138.00 9226.00 P
161 p2512 20251022 9220.00 ... 9166.00 9272.00 P
162 p2601 20251022 9286.00 ... 9224.00 9322.00 P
163 p2602 20251022 9270.00 ... 9236.00 9314.00 P
164 p2603 20251022 9286.00 ... 9254.00 9330.00 P
165 p2604 20251022 9278.00 ... 9246.00 9348.00 P
166 p2605 20251022 9254.00 ... 9196.00 9306.00 P
167 p2606 20251022 9176.00 ... 9136.00 9232.00 P
168 p2607 20251022 9084.00 ... 9050.00 9146.00 P
169 p2608 20251022 9008.00 ... 8998.00 9050.00 P
170 p2609 20251022 8988.00 ... 8958.00 9012.00 P
171 pg2510 20251022 0.00 ... 4339.00 4339.00 PG
172 pg2511 20251022 4251.00 ... 4281.00 4246.00 PG
173 pg2512 20251022 4108.00 ... 4130.00 4106.00 PG
174 pg2601 20251022 4006.00 ... 4011.00 3997.00 PG
175 pg2602 20251022 3917.00 ... 3913.00 3904.00 PG
176 pg2603 20251022 3808.00 ... 3800.00 3796.00 PG
177 pg2604 20251022 4137.00 ... 4128.00 4124.00 PG
178 pg2605 20251022 4058.00 ... 4054.00 4048.00 PG
179 pg2606 20251022 3980.00 ... 3987.00 3986.00 PG
180 pg2607 20251022 3931.00 ... 3927.00 3923.00 PG
181 pg2608 20251022 3869.00 ... 3867.00 3866.00 PG
182 pg2609 20251022 3801.00 ... 3806.00 3802.00 PG
183 pp2510 20251022 0.00 ... 6571.00 6455.00 PP
184 pp2511 20251022 6530.00 ... 6542.00 6507.00 PP
185 pp2512 20251022 6566.00 ... 6591.00 6553.00 PP
186 pp2601 20251022 6610.00 ... 6607.00 6572.00 PP
187 pp2602 20251022 6589.00 ... 6599.00 6570.00 PP
188 pp2603 20251022 6591.00 ... 6606.00 6572.00 PP
189 pp2604 20251022 6621.00 ... 6644.00 6600.00 PP
190 pp2605 20251022 6635.00 ... 6652.00 6619.00 PP
191 pp2606 20251022 6589.00 ... 6627.00 6599.00 PP
192 pp2607 20251022 6597.00 ... 6614.00 6597.00 PP
193 pp2608 20251022 6629.00 ... 6646.00 6625.00 PP
194 pp2609 20251022 6667.00 ... 6673.00 6647.00 PP
195 rr2510 20251022 0.00 ... 3617.00 3635.00 RR
196 rr2511 20251022 3618.00 ... 3616.00 3618.00 RR
197 rr2512 20251022 3605.00 ... 3591.00 3599.00 RR
198 rr2601 20251022 3626.00 ... 3619.00 3627.00 RR
199 rr2602 20251022 3611.00 ... 3601.00 3613.00 RR
200 rr2603 20251022 3609.00 ... 3607.00 3615.00 RR
201 rr2604 20251022 3623.00 ... 3615.00 3621.00 RR
202 rr2605 20251022 3611.00 ... 3610.00 3616.00 RR
203 rr2606 20251022 3605.00 ... 3602.00 3610.00 RR
204 rr2607 20251022 3603.00 ... 3602.00 3616.00 RR
205 rr2608 20251022 3589.00 ... 3598.00 3604.00 RR
206 rr2609 20251022 0.00 ... 3616.00 3616.00 RR
207 v2510 20251022 4590.00 ... 4588.00 4590.00 V
208 v2511 20251022 4630.00 ... 4621.00 4613.00 V
209 v2512 20251022 4668.00 ... 4664.00 4655.00 V
210 v2601 20251022 4695.00 ... 4706.00 4699.00 V
211 v2602 20251022 4743.00 ... 4755.00 4742.00 V
212 v2603 20251022 4762.00 ... 4784.00 4773.00 V
213 v2604 20251022 4954.00 ... 4977.00 4974.00 V
214 v2605 20251022 4990.00 ... 5011.00 5002.00 V
215 v2606 20251022 5032.00 ... 5043.00 5051.00 V
216 v2607 20251022 5068.00 ... 5086.00 5088.00 V
217 v2608 20251022 5098.00 ... 5120.00 5120.00 V
218 v2609 20251022 5122.00 ... 5147.00 5126.00 V
219 y2511 20251022 8252.00 ... 8214.00 8294.00 Y
220 y2512 20251022 8314.00 ... 8278.00 8348.00 Y
221 y2601 20251022 8294.00 ... 8246.00 8320.00 Y
222 y2603 20251022 8226.00 ... 8200.00 8276.00 Y
223 y2605 20251022 8126.00 ... 8076.00 8134.00 Y
224 y2607 20251022 8050.00 ... 8004.00 8076.00 Y
225 y2608 20251022 8026.00 ... 8008.00 8070.00 Y
226 y2609 20251022 8028.00 ... 7982.00 8028.00 Y
[227 rows x 12 columns]
2025-10-22 18:26:20,511 - future_1d - INFO - ak.get_dce_daily('2025-10-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251022 9380.0 9499.0 ... 37.76 9440.0 9440.0 AP
1 AP511 20251022 8832.0 8867.0 ... 1852.90 8823.0 8879.0 AP
2 AP512 20251022 8737.0 8784.0 ... 2816.59 8747.0 8774.0 AP
3 AP601 20251022 8815.0 8846.0 ... 744830.10 8790.0 8819.0 AP
4 AP603 20251022 8875.0 8917.0 ... 2043.17 8883.0 8898.0 AP
5 AP604 20251022 9092.0 9127.0 ... 1519.42 9098.0 9108.0 AP
6 AP605 20251022 9200.0 9349.0 ... 222362.68 9297.0 9282.0 AP
7 CF511 20251022 13730.0 13760.0 ... 44711.53 13705.0 13645.0 CF
8 CF601 20251022 13525.0 13570.0 ... 1301742.96 13540.0 13495.0 CF
9 CF603 20251022 13570.0 13600.0 ... 127018.78 13570.0 13535.0 CF
10 CF605 20251022 13610.0 13620.0 ... 338149.73 13590.0 13560.0 CF
11 CF607 20251022 13615.0 13635.0 ... 951.87 13600.0 13560.0 CF
12 CF609 20251022 13770.0 13790.0 ... 4376.01 13760.0 13720.0 CF
13 CJ512 20251022 11235.0 11260.0 ... 9322.85 11045.0 11275.0 CJ
14 CJ601 20251022 11350.0 11375.0 ... 1757891.84 11160.0 11400.0 CJ
15 CJ603 20251022 11250.0 11275.0 ... 28359.64 11005.0 11295.0 CJ
16 CJ605 20251022 11315.0 11355.0 ... 403634.53 11105.0 11370.0 CJ
17 CJ607 20251022 11380.0 11430.0 ... 10026.58 11155.0 11445.0 CJ
18 CJ609 20251022 11505.0 11555.0 ... 4178.92 11325.0 11580.0 CJ
19 CY510 20251022 0.0 0.0 ... 0.00 19840.0 19765.0 CY
20 CY511 20251022 19985.0 20035.0 ... 169.67 19960.0 20000.0 CY
21 CY512 20251022 0.0 0.0 ... 0.00 19515.0 19505.0 CY
22 CY601 20251022 19760.0 19775.0 ... 108225.18 19740.0 19665.0 CY
23 CY602 20251022 0.0 0.0 ... 0.00 19570.0 19475.0 CY
24 CY603 20251022 19720.0 19730.0 ... 49.31 19725.0 19755.0 CY
25 CY604 20251022 19555.0 19555.0 ... 9.78 19555.0 19400.0 CY
26 CY605 20251022 19730.0 19745.0 ... 19.74 19740.0 19790.0 CY
27 CY606 20251022 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251022 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251022 0.0 0.0 ... 0.00 19770.0 19770.0 CY
30 CY609 20251022 20085.0 20085.0 ... 10.04 20085.0 19955.0 CY
31 FG510 20251022 980.0 980.0 ... 41.16 980.0 980.0 FG
32 FG511 20251022 991.0 996.0 ... 15167.23 992.0 992.0 FG
33 FG512 20251022 1095.0 1107.0 ... 95811.15 1096.0 1094.0 FG
34 FG601 20251022 1088.0 1100.0 ... 3017766.48 1090.0 1089.0 FG
35 FG602 20251022 1160.0 1169.0 ... 48663.58 1163.0 1158.0 FG
36 FG603 20251022 1164.0 1173.0 ... 132019.86 1165.0 1161.0 FG
37 FG604 20251022 1236.0 1248.0 ... 488.83 1241.0 1235.0 FG
38 FG605 20251022 1238.0 1248.0 ... 132742.96 1240.0 1235.0 FG
39 FG606 20251022 1277.0 1292.0 ... 791.97 1286.0 1277.0 FG
40 FG607 20251022 1263.0 1282.0 ... 1016.74 1274.0 1263.0 FG
41 FG608 20251022 1317.0 1337.0 ... 985.78 1329.0 1317.0 FG
42 FG609 20251022 1320.0 1337.0 ... 6186.81 1329.0 1317.0 FG
43 JR511 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251022 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251022 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251022 0.0 0.0 ... 511.43 2253.0 2245.0 MA
52 MA511 20251022 2250.0 2250.0 ... 4995.64 2235.0 2238.0 MA
53 MA512 20251022 2268.0 2268.0 ... 49724.53 2253.0 2248.0 MA
54 MA601 20251022 2276.0 2276.0 ... 1312118.92 2265.0 2257.0 MA
55 MA602 20251022 2300.0 2305.0 ... 44831.28 2294.0 2281.0 MA
56 MA603 20251022 2316.0 2325.0 ... 68162.53 2314.0 2301.0 MA
57 MA604 20251022 2308.0 2326.0 ... 104.20 2316.0 2300.0 MA
58 MA605 20251022 2294.0 2311.0 ... 148175.06 2296.0 2281.0 MA
59 MA606 20251022 2290.0 2304.0 ... 22.92 2292.0 2286.0 MA
60 MA607 20251022 2278.0 2290.0 ... 29.66 2282.0 2273.0 MA
61 MA608 20251022 2270.0 2288.0 ... 4.56 2279.0 2269.0 MA
62 MA609 20251022 2257.0 2270.0 ... 3196.81 2258.0 2245.0 MA
63 OI511 20251022 10016.0 10025.0 ... 19996.11 9993.0 10037.0 OI
64 OI601 20251022 9845.0 9870.0 ... 1813809.79 9839.0 9882.0 OI
65 OI603 20251022 9696.0 9702.0 ... 335964.13 9671.0 9722.0 OI
66 OI605 20251022 9494.0 9507.0 ... 123541.80 9469.0 9507.0 OI
67 OI607 20251022 9435.0 9444.0 ... 1187.76 9427.0 9454.0 OI
68 OI609 20251022 9403.0 9409.0 ... 1417.70 9389.0 9433.0 OI
69 PF510 20251022 6100.0 6100.0 ... 496.95 6098.0 6090.0 PF
70 PF511 20251022 6088.0 6182.0 ... 24680.48 6136.0 6072.0 PF
71 PF512 20251022 6086.0 6180.0 ... 662015.08 6130.0 6058.0 PF
72 PF601 20251022 6096.0 6182.0 ... 168352.15 6150.0 6064.0 PF
73 PF602 20251022 6074.0 6172.0 ... 222624.49 6132.0 6060.0 PF
74 PF603 20251022 6074.0 6162.0 ... 90012.05 6126.0 6042.0 PF
75 PF604 20251022 6136.0 6202.0 ... 107.96 6170.0 6098.0 PF
76 PF605 20251022 6122.0 6198.0 ... 197.36 6168.0 6112.0 PF
77 PF606 20251022 6170.0 6170.0 ... 12.33 6166.0 6110.0 PF
78 PF607 20251022 6144.0 6250.0 ... 24.77 6192.0 6144.0 PF
79 PF608 20251022 6264.0 6264.0 ... 6.25 6250.0 6152.0 PF
80 PF609 20251022 6220.0 6244.0 ... 15.57 6228.0 6148.0 PF
81 PK510 20251022 0.0 0.0 ... 0.00 7804.0 7804.0 PK
82 PK511 20251022 7640.0 7702.0 ... 12160.04 7654.0 7674.0 PK
83 PK512 20251022 7764.0 7780.0 ... 102108.57 7736.0 7790.0 PK
84 PK601 20251022 7856.0 7858.0 ... 486157.45 7830.0 7900.0 PK
85 PK603 20251022 7970.0 7970.0 ... 105098.24 7928.0 7988.0 PK
86 PK604 20251022 7944.0 7960.0 ... 2124.29 7942.0 7990.0 PK
87 PK605 20251022 7990.0 8014.0 ... 24019.91 7978.0 8020.0 PK
88 PL601 20251022 6039.0 6112.0 ... 68261.91 6069.0 6031.0 PL
89 PL602 20251022 6097.0 6157.0 ... 32106.22 6115.0 6078.0 PL
90 PL603 20251022 6098.0 6155.0 ... 22374.16 6117.0 6075.0 PL
91 PL604 20251022 0.0 0.0 ... 0.00 6082.0 6082.0 PL
92 PL605 20251022 6060.0 6118.0 ... 85.24 6089.0 6075.0 PL
93 PL606 20251022 0.0 0.0 ... 0.00 6065.0 6002.0 PL
94 PL607 20251022 6179.0 6179.0 ... 24.72 6179.0 6037.0 PL
95 PL608 20251022 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251022 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251022 0.0 0.0 ... 128.39 5706.0 5660.0 PR
104 PR511 20251022 5594.0 5658.0 ... 11342.78 5626.0 5574.0 PR
105 PR512 20251022 5588.0 5648.0 ... 298331.69 5618.0 5556.0 PR
106 PR601 20251022 5550.0 5614.0 ... 477431.27 5574.0 5524.0 PR
107 PR602 20251022 5598.0 5656.0 ... 112066.77 5610.0 5568.0 PR
108 PR603 20251022 5600.0 5642.0 ... 176.96 5618.0 5580.0 PR
109 PR604 20251022 5596.0 5664.0 ... 169.16 5640.0 5606.0 PR
110 PR605 20251022 5624.0 5674.0 ... 228.78 5650.0 5608.0 PR
111 PR606 20251022 5706.0 5716.0 ... 17.13 5712.0 5644.0 PR
112 PR607 20251022 0.0 0.0 ... 0.00 5706.0 5670.0 PR
113 PR608 20251022 0.0 0.0 ... 0.00 5724.0 5682.0 PR
114 PR609 20251022 0.0 0.0 ... 0.00 5714.0 5656.0 PR
115 PX510 20251022 6410.0 6410.0 ... 573.70 6410.0 6302.0 PX
116 PX511 20251022 6334.0 6468.0 ... 14672.75 6406.0 6324.0 PX
117 PX512 20251022 6352.0 6468.0 ... 204140.38 6396.0 6328.0 PX
118 PX601 20251022 6356.0 6460.0 ... 654412.66 6402.0 6322.0 PX
119 PX602 20251022 6372.0 6474.0 ... 209706.39 6418.0 6342.0 PX
120 PX603 20251022 6368.0 6472.0 ... 177235.20 6396.0 6344.0 PX
121 PX604 20251022 6436.0 6438.0 ... 6.44 6438.0 6336.0 PX
122 PX605 20251022 6388.0 6474.0 ... 5264.81 6448.0 6368.0 PX
123 PX606 20251022 6452.0 6452.0 ... 3.23 6452.0 6378.0 PX
124 PX607 20251022 0.0 0.0 ... 0.00 6474.0 6374.0 PX
125 PX608 20251022 6472.0 6472.0 ... 6.47 6466.0 6384.0 PX
126 PX609 20251022 6440.0 6446.0 ... 12.89 6444.0 6408.0 PX
127 RI511 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251022 2401.0 2412.0 ... 2133.68 2406.0 2412.0 RM
134 RM601 20251022 2320.0 2327.0 ... 661496.36 2311.0 2340.0 RM
135 RM603 20251022 2295.0 2295.0 ... 7367.40 2287.0 2304.0 RM
136 RM605 20251022 2301.0 2304.0 ... 162595.28 2295.0 2306.0 RM
137 RM607 20251022 2294.0 2301.0 ... 11735.84 2291.0 2299.0 RM
138 RM608 20251022 2395.0 2401.0 ... 1208.65 2393.0 2402.0 RM
139 RM609 20251022 2392.0 2394.0 ... 5045.91 2387.0 2397.0 RM
140 RS511 20251022 5359.0 5434.0 ... 59.48 5407.0 5299.0 RS
141 RS607 20251022 0.0 0.0 ... 0.00 5506.0 5506.0 RS
142 RS608 20251022 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251022 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251022 1138.0 1139.0 ... 290.57 1135.0 1129.0 SA
145 SA511 20251022 1143.0 1158.0 ... 9484.78 1149.0 1137.0 SA
146 SA512 20251022 1200.0 1220.0 ... 140481.21 1210.0 1198.0 SA
147 SA601 20251022 1211.0 1230.0 ... 1886521.25 1220.0 1207.0 SA
148 SA602 20251022 1249.0 1267.0 ... 145213.50 1259.0 1249.0 SA
149 SA603 20251022 1255.0 1277.0 ... 268212.79 1267.0 1256.0 SA
150 SA604 20251022 1289.0 1309.0 ... 927.18 1302.0 1289.0 SA
151 SA605 20251022 1295.0 1313.0 ... 83819.59 1304.0 1295.0 SA
152 SA606 20251022 1314.0 1330.0 ... 431.47 1324.0 1310.0 SA
153 SA607 20251022 1317.0 1334.0 ... 728.21 1329.0 1319.0 SA
154 SA608 20251022 1353.0 1367.0 ... 253.36 1362.0 1353.0 SA
155 SA609 20251022 1358.0 1375.0 ... 3470.02 1367.0 1358.0 SA
156 SF510 20251022 0.0 0.0 ... 744.93 5340.0 5298.0 SF
157 SF511 20251022 5480.0 5554.0 ... 21070.98 5526.0 5488.0 SF
158 SF512 20251022 5486.0 5562.0 ... 37741.49 5526.0 5482.0 SF
159 SF601 20251022 5474.0 5558.0 ... 370098.22 5522.0 5480.0 SF
160 SF602 20251022 5400.0 5488.0 ... 39115.26 5452.0 5412.0 SF
161 SF603 20251022 5528.0 5634.0 ... 68752.17 5588.0 5536.0 SF
162 SF604 20251022 5588.0 5588.0 ... 2.79 5588.0 5536.0 SF
163 SF605 20251022 5520.0 5606.0 ... 2820.81 5576.0 5504.0 SF
164 SF606 20251022 5508.0 5568.0 ... 121.87 5540.0 5500.0 SF
165 SF607 20251022 5660.0 5710.0 ... 93.77 5684.0 5636.0 SF
166 SF608 20251022 5694.0 5694.0 ... 5.69 5694.0 5618.0 SF
167 SF609 20251022 5620.0 5676.0 ... 211.82 5648.0 5612.0 SF
168 SH510 20251022 0.0 0.0 ... 0.00 2350.0 2348.0 SH
169 SH511 20251022 2415.0 2428.0 ... 9711.69 2419.0 2411.0 SH
170 SH512 20251022 2389.0 2413.0 ... 126519.62 2400.0 2395.0 SH
171 SH601 20251022 2380.0 2399.0 ... 1805307.19 2383.0 2381.0 SH
172 SH602 20251022 2400.0 2413.0 ... 280782.36 2402.0 2403.0 SH
173 SH603 20251022 2406.0 2424.0 ... 273728.02 2412.0 2410.0 SH
174 SH604 20251022 2461.0 2476.0 ... 562.09 2465.0 2470.0 SH
175 SH605 20251022 2475.0 2493.0 ... 15761.80 2478.0 2480.0 SH
176 SH606 20251022 2509.0 2527.0 ... 135.99 2518.0 2516.0 SH
177 SH607 20251022 2525.0 2539.0 ... 60.71 2530.0 2529.0 SH
178 SH608 20251022 2561.0 2571.0 ... 46.15 2564.0 2563.0 SH
179 SH609 20251022 2568.0 2573.0 ... 138.58 2566.0 2565.0 SH
180 SM510 20251022 0.0 0.0 ... 1963.96 5668.0 5612.0 SM
181 SM511 20251022 5726.0 5802.0 ... 2447.18 5778.0 5740.0 SM
182 SM512 20251022 5738.0 5816.0 ... 170772.16 5776.0 5744.0 SM
183 SM601 20251022 5752.0 5828.0 ... 505804.77 5794.0 5754.0 SM
184 SM602 20251022 5756.0 5832.0 ... 162457.74 5794.0 5758.0 SM
185 SM603 20251022 5756.0 5844.0 ... 148618.82 5804.0 5762.0 SM
186 SM604 20251022 5824.0 5824.0 ... 2.91 5824.0 5766.0 SM
187 SM605 20251022 5782.0 5862.0 ... 21273.25 5832.0 5792.0 SM
188 SM606 20251022 5812.0 5866.0 ... 5.84 5840.0 5776.0 SM
189 SM607 20251022 5880.0 5880.0 ... 2.94 5880.0 5768.0 SM
190 SM608 20251022 0.0 0.0 ... 0.00 5868.0 5798.0 SM
191 SM609 20251022 5814.0 5886.0 ... 1621.45 5844.0 5824.0 SM
192 SR511 20251022 5387.0 5397.0 ... 4359.64 5389.0 5388.0 SR
193 SR601 20251022 5425.0 5434.0 ... 1145988.28 5416.0 5436.0 SR
194 SR603 20251022 5407.0 5414.0 ... 231841.23 5398.0 5418.0 SR
195 SR605 20251022 5379.0 5390.0 ... 139063.88 5370.0 5396.0 SR
196 SR607 20251022 5386.0 5396.0 ... 6646.87 5378.0 5401.0 SR
197 SR609 20251022 5398.0 5404.0 ... 8159.74 5390.0 5408.0 SR
198 TA510 20251022 4372.0 4386.0 ... 1299.74 4376.0 4360.0 TA
199 TA511 20251022 4386.0 4444.0 ... 23961.37 4416.0 4372.0 TA
200 TA512 20251022 4410.0 4468.0 ... 352251.14 4432.0 4384.0 TA
201 TA601 20251022 4434.0 4488.0 ... 1656309.06 4458.0 4410.0 TA
202 TA602 20251022 4452.0 4508.0 ... 359440.09 4470.0 4422.0 TA
203 TA603 20251022 4460.0 4522.0 ... 102380.75 4494.0 4450.0 TA
204 TA604 20251022 4494.0 4536.0 ... 33.88 4518.0 4462.0 TA
205 TA605 20251022 4494.0 4554.0 ... 79979.47 4520.0 4480.0 TA
206 TA606 20251022 4560.0 4560.0 ... 2.28 4560.0 4488.0 TA
207 TA607 20251022 0.0 0.0 ... 0.00 4562.0 4498.0 TA
208 TA608 20251022 4544.0 4558.0 ... 4.55 4552.0 4510.0 TA
209 TA609 20251022 4532.0 4586.0 ... 1231.66 4562.0 4512.0 TA
210 UR510 20251022 1494.0 1494.0 ... 845.14 1493.0 1495.0 UR
211 UR511 20251022 1583.0 1598.0 ... 2693.85 1592.0 1582.0 UR
212 UR512 20251022 1599.0 1612.0 ... 17885.66 1605.0 1599.0 UR
213 UR601 20251022 1611.0 1625.0 ... 394583.60 1617.0 1611.0 UR
214 UR602 20251022 1619.0 1629.0 ... 12267.85 1622.0 1619.0 UR
215 UR603 20251022 1676.0 1683.0 ... 147.89 1681.0 1676.0 UR
216 UR604 20251022 1682.0 1687.0 ... 26.97 1685.0 1680.0 UR
217 UR605 20251022 1682.0 1695.0 ... 22417.63 1689.0 1684.0 UR
218 UR606 20251022 1694.0 1698.0 ... 196.49 1694.0 1690.0 UR
219 UR607 20251022 1724.0 1730.0 ... 100.09 1726.0 1722.0 UR
220 UR608 20251022 1720.0 1724.0 ... 20.66 1722.0 1718.0 UR
221 UR609 20251022 1719.0 1725.0 ... 230.83 1723.0 1717.0 UR
222 WH511 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:26:20,800 - future_1d - INFO - ak.get_czce_daily('2025-10-22') done
symbol date open ... settle pre_settle variety
0 IC2511 20251022 7059.800 ... 7070.400 7122.800 IC
1 IC2512 20251022 7021.800 ... 7016.400 7067.800 IC
2 IC2603 20251022 6850.000 ... 6852.000 6904.200 IC
3 IC2606 20251022 6671.800 ... 6674.200 6722.200 IC
4 IF2511 20251022 4565.600 ... 4578.000 4594.800 IF
5 IF2512 20251022 4559.000 ... 4566.200 4584.600 IF
6 IF2603 20251022 4532.200 ... 4539.600 4557.200 IF
7 IF2606 20251022 4488.200 ... 4501.800 4520.600 IF
8 IH2511 20251022 2989.800 ... 3006.400 3007.400 IH
9 IH2512 20251022 2989.000 ... 3006.400 3007.400 IH
10 IH2603 20251022 2990.000 ... 3006.400 3008.000 IH
11 IH2606 20251022 2985.600 ... 3005.200 3006.200 IH
12 IM2511 20251022 7232.600 ... 7239.000 7273.000 IM
13 IM2512 20251022 7165.200 ... 7165.200 7199.400 IM
14 IM2603 20251022 6938.600 ... 6948.800 6982.600 IM
15 IM2606 20251022 6738.600 ... 6735.600 6770.600 IM
16 T2512 20251022 108.175 ... 108.160 108.120 T
17 T2603 20251022 107.875 ... 107.835 107.810 T
18 T2606 20251022 107.755 ... 107.755 107.720 T
19 TF2512 20251022 105.720 ... 105.715 105.695 TF
20 TF2603 20251022 105.620 ... 105.615 105.610 TF
21 TF2606 20251022 105.650 ... 105.635 105.605 TF
22 TL2512 20251022 115.710 ... 115.600 115.490 TL
23 TL2603 20251022 115.520 ... 115.310 115.190 TL
24 TL2606 20251022 115.160 ... 115.240 115.110 TL
25 TS2512 20251022 102.372 ... 102.352 102.362 TS
26 TS2603 20251022 102.288 ... 102.276 102.280 TS
27 TS2606 20251022 102.302 ... 102.294 102.300 TS
[28 rows x 12 columns]
2025-10-22 18:26:20,990 - future_1d - INFO - ak.get_cffex_daily('2025-10-22') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251022 441 447 ... 71831.5 436.6 433 SC
1 SC2512 20251022 441.4 452 ... 7785129.63 441.8 436.2 SC
2 SC2601 20251022 443.5 455.3 ... 1448467.05 445.5 437.9 SC
3 SC2602 20251022 444.4 456.4 ... 235078.46 447.5 439.8 SC
4 SC2603 20251022 445.2 457 ... 37164.76 450.4 441.4 SC
5 SC2604 20251022 447 457.6 ... 7406.8 451.6 443.9 SC
6 SC2605 20251022 447.9 458 ... 4740.69 451.4 445.5 SC
7 SC2606 20251022 448 459.6 ... 20194.63 453.8 446.4 SC
8 SC2607 20251022 445.5 456.4 ... 404.99 449.9 447.4 SC
9 SC2608 20251022 446.2 456.5 ... 272.66 454.4 446.3 SC
10 SC2609 20251022 450.4 459.3 ... 3500.56 454.6 448.9 SC
11 SC2610 20251022 ... 0 450.7 447.3 SC
12 SC2612 20251022 455.8 458.1 ... 955.4 454.9 448.6 SC
13 SC2703 20251022 ... 0 451.8 448.1 SC
14 SC2706 20251022 452 460 ... 91.2 456 447.1 SC
15 SC2709 20251022 ... 0 454.1 450.2 SC
16 SC2712 20251022 ... 0 456.1 451.8 SC
17 SC2803 20251022 ... 0 457.4 449.6 SC
18 SC2806 20251022 457.7 463.6 ... 460.1 460.1 457 SC
19 SC2809 20251022 456 465.8 ... 554.45 462 455.8 SC
21 LU2511 20251022 3054 3118 ... 8039.105 3063 3036 LU
22 LU2512 20251022 3101 3147 ... 259535.792 3100 3064 LU
23 LU2601 20251022 3100 3147 ... 275802.563 3102 3068 LU
24 LU2602 20251022 3100 3154 ... 39775.306 3109 3076 LU
25 LU2603 20251022 3096 3158 ... 1744.982 3116 3083 LU
26 LU2604 20251022 3149 3150 ... 6.299 3149 3112 LU
27 LU2605 20251022 3093 3161 ... 81.237 3124 3088 LU
28 LU2606 20251022 3099 3163 ... 18.775 3129 3100 LU
29 LU2607 20251022 3104 3175 ... 62.641 3132 3103 LU
30 LU2608 20251022 3107 3151 ... 28.122 3124 3130 LU
31 LU2609 20251022 3153 3188 ... 100.59 3143 3114 LU
32 LU2610 20251022 3128 3180 ... 15.787 3157 3121 LU
34 NR2511 20251022 12350 12380 ... 81871.8 12320 12295 NR
35 NR2512 20251022 12345 12385 ... 775165.8 12310 12285 NR
36 NR2601 20251022 12315 12355 ... 281278.09 12295 12275 NR
37 NR2602 20251022 12260 12325 ... 18864.41 12265 12245 NR
38 NR2603 20251022 12240 12290 ... 2620.625 12245 12280 NR
39 NR2604 20251022 12250 12305 ... 1149.885 12230 12230 NR
40 NR2605 20251022 12250 12285 ... 807.765 12235 12250 NR
41 NR2606 20251022 12260 12265 ... 464.995 12235 12275 NR
42 NR2607 20251022 ... 0 12295 12180 NR
43 NR2608 20251022 ... 0 12195 12195 NR
44 NR2609 20251022 ... 0 12305 12305 NR
45 NR2610 20251022 ... 0 12275 12275 NR
47 BC2511 20251022 75790 75970 ... 283619.36 75540 76030 BC
48 BC2512 20251022 75810 75940 ... 50516.16 75560 76090 BC
49 BC2601 20251022 ... 0 75860 75860 BC
50 BC2602 20251022 ... 0 75800 75800 BC
51 BC2603 20251022 75740 75740 ... 37.87 75740 76430 BC
52 BC2604 20251022 ... 0 76440 76440 BC
53 BC2605 20251022 ... 0 75900 75900 BC
54 BC2606 20251022 ... 0 75880 75880 BC
55 BC2607 20251022 ... 0 76570 76570 BC
56 BC2608 20251022 ... 0 75800 75800 BC
57 BC2609 20251022 ... 0 76130 76130 BC
58 BC2610 20251022 ... 0 76130 76130 BC
60 EC2510 20251022 1133.4 1138.6 ... 6650.996 1136.9 1133.9 EC
61 EC2512 20251022 1765.9 1798 ... 253821.904 1774.2 1748.9 EC
62 EC2602 20251022 1563 1585.4 ... 37018.6405 1564.2 1554.6 EC
63 EC2604 20251022 1160 1178.5 ... 12231.218 1164.3 1166 EC
64 EC2606 20251022 1345 1358.2 ... 789.222 1349 1350.7 EC
65 EC2608 20251022 1461 1477.8 ... 798.1215 1464.4 1472.3 EC
68 SC_TAS2512 20251022 ... SC_TAS
69 SC_TAS2601 20251022 ... SC_TAS
70 SC_TAS2602 20251022 ... SC_TAS
[65 rows x 12 columns]
2025-10-22 18:26:21,057 - future_1d - INFO - ak.get_ine_daily('2025-10-22') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251022 ... 84970 85520 CU
1 1 CU2512 20251022 ... 84990 85530 CU
2 2 CU2601 20251022 ... 84950 85500 CU
3 3 CU2602 20251022 ... 84890 85490 CU
4 4 CU2603 20251022 ... 84900 85420 CU
5 5 CU2604 20251022 ... 84850 85320 CU
6 6 CU2605 20251022 ... 84830 85300 CU
7 7 CU2606 20251022 ... 84770 85210 CU
8 8 CU2607 20251022 ... 84760 85140 CU
9 9 CU2608 20251022 ... 84430 85060 CU
10 10 CU2609 20251022 ... 84400 84960 CU
11 11 CU2610 20251022 ... 84370 84880 CU
12 12 BC2511 20251022 ... 75540 76030 BC
13 13 BC2512 20251022 ... 75560 76090 BC
14 14 BC2601 20251022 ... 75860 75860 BC
15 15 BC2602 20251022 ... 75800 75800 BC
16 16 BC2603 20251022 ... 75740 76430 BC
17 17 BC2604 20251022 ... 76440 76440 BC
18 18 BC2605 20251022 ... 75900 75900 BC
19 19 BC2606 20251022 ... 75880 75880 BC
20 20 BC2607 20251022 ... 76570 76570 BC
21 21 BC2608 20251022 ... 75800 75800 BC
22 22 BC2609 20251022 ... 76130 76130 BC
23 23 BC2610 20251022 ... 76130 76130 BC
24 24 AL2511 20251022 ... 20980 20910 AL
25 25 AL2512 20251022 ... 21010 20930 AL
26 26 AL2601 20251022 ... 21010 20940 AL
27 27 AL2602 20251022 ... 21020 20955 AL
28 28 AL2603 20251022 ... 21015 20965 AL
29 29 AL2604 20251022 ... 21025 20980 AL
30 30 AL2605 20251022 ... 21030 20985 AL
31 31 AL2606 20251022 ... 21025 20985 AL
32 32 AL2607 20251022 ... 21045 20995 AL
33 33 AL2608 20251022 ... 21055 21020 AL
34 34 AL2609 20251022 ... 21040 21000 AL
35 35 AL2610 20251022 ... 21035 21015 AL
36 36 ZN2511 20251022 ... 21975 21955 ZN
37 37 ZN2512 20251022 ... 21990 21960 ZN
38 38 ZN2601 20251022 ... 22025 21995 ZN
39 39 ZN2602 20251022 ... 22045 22015 ZN
40 40 ZN2603 20251022 ... 22080 22075 ZN
41 41 ZN2604 20251022 ... 22110 22090 ZN
42 42 ZN2605 20251022 ... 22145 22125 ZN
43 43 ZN2606 20251022 ... 22170 22165 ZN
44 44 ZN2607 20251022 ... 22165 22160 ZN
45 45 ZN2608 20251022 ... 22235 22210 ZN
46 46 ZN2609 20251022 ... 22260 22205 ZN
47 47 ZN2610 20251022 ... 22275 22175 ZN
48 48 PB2511 20251022 ... 17155 17165 PB
49 49 PB2512 20251022 ... 17170 17170 PB
50 50 PB2601 20251022 ... 17175 17175 PB
51 51 PB2602 20251022 ... 17195 17180 PB
52 52 PB2603 20251022 ... 17200 17200 PB
53 53 PB2604 20251022 ... 17215 17220 PB
54 54 PB2605 20251022 ... 17200 17245 PB
55 55 PB2606 20251022 ... 17215 17200 PB
56 56 PB2607 20251022 ... 17240 17255 PB
57 57 PB2608 20251022 ... 17285 17285 PB
58 58 PB2609 20251022 ... 17375 17285 PB
59 59 PB2610 20251022 ... 17255 17235 PB
60 60 NI2511 20251022 ... 120970 121320 NI
61 61 NI2512 20251022 ... 121150 121510 NI
62 62 NI2601 20251022 ... 121320 121680 NI
63 63 NI2602 20251022 ... 121500 121830 NI
64 64 NI2603 20251022 ... 121740 122150 NI
65 65 NI2604 20251022 ... 121940 122400 NI
66 66 NI2605 20251022 ... 122210 122670 NI
67 67 NI2606 20251022 ... 122390 122820 NI
68 68 NI2607 20251022 ... 122640 122990 NI
69 69 NI2608 20251022 ... 122790 123260 NI
70 70 NI2609 20251022 ... 123150 123430 NI
71 71 NI2610 20251022 ... 123590 123670 NI
72 72 SN2511 20251022 ... 280940 280630 SN
73 73 SN2512 20251022 ... 281350 281110 SN
74 74 SN2601 20251022 ... 281440 281190 SN
75 75 SN2602 20251022 ... 281460 281230 SN
76 76 SN2603 20251022 ... 281280 281090 SN
77 77 SN2604 20251022 ... 281520 281150 SN
78 78 SN2605 20251022 ... 281270 281350 SN
79 79 SN2606 20251022 ... 281400 281260 SN
80 80 SN2607 20251022 ... 281800 282010 SN
81 81 SN2608 20251022 ... 282100 282490 SN
82 82 SN2609 20251022 ... 282000 282560 SN
83 83 SN2610 20251022 ... 282590 282220 SN
84 84 AO2511 20251022 ... 2791 2766 AO
85 85 AO2512 20251022 ... 2806 2780 AO
86 86 AO2601 20251022 ... 2823 2795 AO
87 87 AO2602 20251022 ... 2845 2818 AO
88 88 AO2603 20251022 ... 2908 2886 AO
89 89 AO2604 20251022 ... 2921 2888 AO
90 90 AO2605 20251022 ... 2934 2909 AO
91 91 AO2606 20251022 ... 2942 2917 AO
92 92 AO2607 20251022 ... 2952 2929 AO
93 93 AO2608 20251022 ... 2966 2941 AO
94 94 AO2609 20251022 ... 2982 2956 AO
95 95 AO2610 20251022 ... 2991 2968 AO
96 96 AD2511 20251022 ... 20405 20330 AD
97 97 AD2512 20251022 ... 20475 20400 AD
98 98 AD2601 20251022 ... 20515 20440 AD
99 99 AD2602 20251022 ... 20515 20445 AD
100 100 AD2603 20251022 ... 20535 20495 AD
101 101 AD2604 20251022 ... 20450 20450 AD
102 102 AD2605 20251022 ... 20355 20355 AD
103 103 AD2606 20251022 ... 20440 20335 AD
104 104 AD2607 20251022 ... 20475 20270 AD
105 105 AD2608 20251022 ... 20390 20390 AD
106 106 AD2609 20251022 ... 20640 20640 AD
107 107 AD2610 20251022 ... 20495 20495 AD
108 108 AU2511 20251022 ... 948.46 990.32 AU
109 109 AU2512 20251022 ... 949.58 991.44 AU
110 110 AU2601 20251022 ... 952.04 992.86 AU
111 111 AU2602 20251022 ... 951.98 994.4 AU
112 112 AU2604 20251022 ... 953.36 996.3 AU
113 113 AU2606 20251022 ... 956.86 998.12 AU
114 114 AU2608 20251022 ... 961.68 999.56 AU
115 115 AU2610 20251022 ... 961.84 1002.78 AU
116 116 AG2511 20251022 ... 11333 11849 AG
117 117 AG2512 20251022 ... 11327 11862 AG
118 118 AG2601 20251022 ... 11339 11874 AG
119 119 AG2602 20251022 ... 11343 11877 AG
120 120 AG2603 20251022 ... 11352 11893 AG
121 121 AG2604 20251022 ... 11359 11895 AG
122 122 AG2605 20251022 ... 11373 11900 AG
123 123 AG2606 20251022 ... 11370 11909 AG
124 124 AG2607 20251022 ... 11389 11927 AG
125 125 AG2608 20251022 ... 11397 11928 AG
126 126 AG2609 20251022 ... 11411 11947 AG
127 127 AG2610 20251022 ... 11422 11955 AG
128 128 RB2511 20251022 ... 2997 2990 RB
129 129 RB2512 20251022 ... 3041 3036 RB
130 130 RB2601 20251022 ... 3058 3050 RB
131 131 RB2602 20251022 ... 3062 3055 RB
132 132 RB2603 20251022 ... 3088 3078 RB
133 133 RB2604 20251022 ... 3104 3093 RB
134 134 RB2605 20251022 ... 3111 3106 RB
135 135 RB2606 20251022 ... 3130 3119 RB
136 136 RB2607 20251022 ... 3132 3133 RB
137 137 RB2608 20251022 ... 3143 3137 RB
138 138 RB2609 20251022 ... 3148 3139 RB
139 139 RB2610 20251022 ... 3151 3147 RB
140 140 WR2511 20251022 ... 3310 3310 WR
141 141 WR2512 20251022 ... 3262 3262 WR
142 142 WR2601 20251022 ... 3348 3339 WR
143 143 WR2602 20251022 ... 3368 3373 WR
144 144 WR2603 20251022 ... 3356 3361 WR
145 145 WR2604 20251022 ... 3364 3369 WR
146 146 WR2605 20251022 ... 3365 3365 WR
147 147 WR2606 20251022 ... 3363 3363 WR
148 148 WR2607 20251022 ... 3400 3400 WR
149 149 WR2608 20251022 ... 3412 3412 WR
150 150 WR2609 20251022 ... 3430 3430 WR
151 151 WR2610 20251022 ... 3430 3430 WR
152 152 HC2511 20251022 ... 3315 3281 HC
153 153 HC2512 20251022 ... 3263 3249 HC
154 154 HC2601 20251022 ... 3235 3221 HC
155 155 HC2602 20251022 ... 3232 3221 HC
156 156 HC2603 20251022 ... 3241 3227 HC
157 157 HC2604 20251022 ... 3241 3224 HC
158 158 HC2605 20251022 ... 3251 3239 HC
159 159 HC2606 20251022 ... 3251 3249 HC
160 160 HC2607 20251022 ... 3260 3249 HC
161 161 HC2608 20251022 ... 3262 3256 HC
162 162 HC2609 20251022 ... 3272 3252 HC
163 163 HC2610 20251022 ... 3274 3261 HC
164 164 SS2511 20251022 ... 12670 12640 SS
165 165 SS2512 20251022 ... 12695 12665 SS
166 166 SS2601 20251022 ... 12745 12745 SS
167 167 SS2602 20251022 ... 12770 12800 SS
168 168 SS2603 20251022 ... 12845 12885 SS
169 169 SS2604 20251022 ... 12905 12945 SS
170 170 SS2605 20251022 ... 12945 12995 SS
171 171 SS2606 20251022 ... 12990 13055 SS
172 172 SS2607 20251022 ... 13040 13080 SS
173 173 SS2608 20251022 ... 13110 13130 SS
174 174 SS2609 20251022 ... 13160 13220 SS
175 175 SS2610 20251022 ... 13195 13250 SS
176 176 SC2511 20251022 ... 436.6 433 SC
177 177 SC2512 20251022 ... 441.8 436.2 SC
178 178 SC2601 20251022 ... 445.5 437.9 SC
179 179 SC2602 20251022 ... 447.5 439.8 SC
180 180 SC2603 20251022 ... 450.4 441.4 SC
181 181 SC2604 20251022 ... 451.6 443.9 SC
182 182 SC2605 20251022 ... 451.4 445.5 SC
183 183 SC2606 20251022 ... 453.8 446.4 SC
184 184 SC2607 20251022 ... 449.9 447.4 SC
185 185 SC2608 20251022 ... 454.4 446.3 SC
186 186 SC2609 20251022 ... 454.6 448.9 SC
187 187 SC2610 20251022 ... 450.7 447.3 SC
188 188 SC2612 20251022 ... 454.9 448.6 SC
189 189 SC2703 20251022 ... 451.8 448.1 SC
190 190 SC2706 20251022 ... 456 447.1 SC
191 191 SC2709 20251022 ... 454.1 450.2 SC
192 192 SC2712 20251022 ... 456.1 451.8 SC
193 193 SC2803 20251022 ... 457.4 449.6 SC
194 194 SC2806 20251022 ... 460.1 457 SC
195 195 SC2809 20251022 ... 462 455.8 SC
196 196 LU2511 20251022 ... 3063 3036 LU
197 197 LU2512 20251022 ... 3100 3064 LU
198 198 LU2601 20251022 ... 3102 3068 LU
199 199 LU2602 20251022 ... 3109 3076 LU
200 200 LU2603 20251022 ... 3116 3083 LU
201 201 LU2604 20251022 ... 3149 3112 LU
202 202 LU2605 20251022 ... 3124 3088 LU
203 203 LU2606 20251022 ... 3129 3100 LU
204 204 LU2607 20251022 ... 3132 3103 LU
205 205 LU2608 20251022 ... 3124 3130 LU
206 206 LU2609 20251022 ... 3143 3114 LU
207 207 LU2610 20251022 ... 3157 3121 LU
208 208 FU2511 20251022 ... 2792 2750 FU
209 209 FU2512 20251022 ... 2695 2665 FU
210 210 FU2601 20251022 ... 2661 2635 FU
211 211 FU2602 20251022 ... 2642 2619 FU
212 212 FU2603 20251022 ... 2633 2613 FU
213 213 FU2604 20251022 ... 2628 2613 FU
214 214 FU2605 20251022 ... 2628 2605 FU
215 215 FU2606 20251022 ... 2617 2597 FU
216 216 FU2607 20251022 ... 2610 2589 FU
217 217 FU2608 20251022 ... 2584 2569 FU
218 218 FU2609 20251022 ... 2578 2560 FU
219 219 FU2610 20251022 ... 2574 2555 FU
220 220 BU2511 20251022 ... 3292 3263 BU
221 221 BU2512 20251022 ... 3229 3188 BU
222 222 BU2601 20251022 ... 3203 3156 BU
223 223 BU2602 20251022 ... 3199 3166 BU
224 224 BU2603 20251022 ... 3234 3187 BU
225 225 BU2604 20251022 ... 3222 3192 BU
226 226 BU2605 20251022 ... 3213 3200 BU
227 227 BU2606 20251022 ... 3239 3209 BU
228 228 BU2607 20251022 ... 3257 3198 BU
229 229 BU2608 20251022 ... 3253 3210 BU
230 230 BU2609 20251022 ... 3238 3211 BU
231 231 BU2610 20251022 ... 3252 3174 BU
232 232 BU2612 20251022 ... 3162 3153 BU
233 233 BU2703 20251022 ... 3172 3150 BU
234 234 BU2706 20251022 ... 3193 3173 BU
235 235 BU2709 20251022 ... 3223 3184 BU
236 236 BR2511 20251022 ... 11100 11040 BR
237 237 BR2512 20251022 ... 11015 10955 BR
238 238 BR2601 20251022 ... 10995 10940 BR
239 239 BR2602 20251022 ... 10985 10965 BR
240 240 BR2603 20251022 ... 10995 10945 BR
241 241 BR2604 20251022 ... 11010 11000 BR
242 242 BR2605 20251022 ... 11035 11020 BR
243 243 BR2606 20251022 ... 11040 11065 BR
244 244 BR2607 20251022 ... 11305 11285 BR
245 245 BR2608 20251022 ... 11305 11225 BR
246 246 BR2609 20251022 ... 11290 11215 BR
247 247 BR2610 20251022 ... 11305 11305 BR
248 248 RU2511 20251022 ... 14385 14260 RU
249 249 RU2601 20251022 ... 15115 15000 RU
250 250 RU2603 20251022 ... 15125 15010 RU
251 251 RU2604 20251022 ... 15130 15035 RU
252 252 RU2605 20251022 ... 15105 14995 RU
253 253 RU2606 20251022 ... 15085 15055 RU
254 254 RU2607 20251022 ... 15105 15155 RU
255 255 RU2608 20251022 ... 15185 14850 RU
256 256 RU2609 20251022 ... 15150 15140 RU
257 257 RU2610 20251022 ... 15175 15170 RU
258 258 NR2511 20251022 ... 12320 12295 NR
259 259 NR2512 20251022 ... 12310 12285 NR
260 260 NR2601 20251022 ... 12295 12275 NR
261 261 NR2602 20251022 ... 12265 12245 NR
262 262 NR2603 20251022 ... 12245 12280 NR
263 263 NR2604 20251022 ... 12230 12230 NR
264 264 NR2605 20251022 ... 12235 12250 NR
265 265 NR2606 20251022 ... 12235 12275 NR
266 266 NR2607 20251022 ... 12295 12180 NR
267 267 NR2608 20251022 ... 12195 12195 NR
268 268 NR2609 20251022 ... 12305 12305 NR
269 269 NR2610 20251022 ... 12275 12275 NR
270 270 SP2511 20251022 ... 4856 4846 SP
271 271 SP2512 20251022 ... 4892 4874 SP
272 272 SP2601 20251022 ... 5210 5154 SP
273 273 SP2602 20251022 ... 5220 5174 SP
274 274 SP2603 20251022 ... 5232 5180 SP
275 275 SP2604 20251022 ... 5238 5210 SP
276 276 SP2605 20251022 ... 5262 5208 SP
277 277 SP2606 20251022 ... 5260 5212 SP
278 278 SP2607 20251022 ... 5280 5220 SP
279 279 SP2608 20251022 ... 5292 5226 SP
280 280 SP2609 20251022 ... 5274 5212 SP
281 281 SP2610 20251022 ... 5260 5236 SP
282 282 OP2601 20251022 ... 4184 4166 OP
283 283 OP2602 20251022 ... 4178 4168 OP
284 284 OP2603 20251022 ... 4194 4176 OP
285 285 OP2604 20251022 ... 4208 4202 OP
286 286 OP2605 20251022 ... 4200 4200 OP
287 287 OP2606 20251022 ... 4162 4176 OP
288 288 OP2607 20251022 ... 4196 4190 OP
289 289 OP2608 20251022 ... 4214 4214 OP
290 290 OP2609 20251022 ... 4208 4198 OP
291 291 OP2610 20251022 ... 4202 4202 OP
292 292 EC2510 20251022 ... 1136.9 1133.9 EC
293 293 EC2512 20251022 ... 1774.2 1748.9 EC
294 294 EC2602 20251022 ... 1564.2 1554.6 EC
295 295 EC2604 20251022 ... 1164.3 1166 EC
296 296 EC2606 20251022 ... 1349 1350.7 EC
297 297 EC2608 20251022 ... 1464.4 1472.3 EC
298 298 SC_TAS2512 20251022 ... SC_TAS
299 299 SC_TAS2601 20251022 ... SC_TAS
300 300 SC_TAS2602 20251022 ... SC_TAS
[301 rows x 13 columns]
2025-10-22 18:26:21,166 - future_1d - INFO - ak.get_shfe_daily('2025-10-22') done
2025-10-22 18:26:22,955 - future_1d - INFO - save future_daily 2025-10-22 completed