148 148 WR2607 20251009 ... 3390 3390 WR
149 149 WR2608 20251009 ... 3431 3408 WR
150 150 WR2609 20251009 ... 3430 3430 WR
151 151 HC2510 20251009 ... 3352 3380 HC
152 152 HC2511 20251009 ... 3306 3329 HC
153 153 HC2512 20251009 ... 3300 3300 HC
154 154 HC2601 20251009 ... 3273 3274 HC
155 155 HC2602 20251009 ... 3272 3270 HC
156 156 HC2603 20251009 ... 3281 3279 HC
157 157 HC2604 20251009 ... 3286 3279 HC
158 158 HC2605 20251009 ... 3281 3276 HC
159 159 HC2606 20251009 ... 3286 3274 HC
160 160 HC2607 20251009 ... 3294 3291 HC
161 161 HC2608 20251009 ... 3298 3293 HC
162 162 HC2609 20251009 ... 3301 3306 HC
163 163 SS2510 20251009 ... 12600 12650 SS
164 164 SS2511 20251009 ... 12800 12785 SS
165 165 SS2512 20251009 ... 12820 12800 SS
166 166 SS2601 20251009 ... 12890 12865 SS
167 167 SS2602 20251009 ... 12925 12915 SS
168 168 SS2603 20251009 ... 13050 13025 SS
169 169 SS2604 20251009 ... 13115 13105 SS
170 170 SS2605 20251009 ... 13195 13160 SS
171 171 SS2606 20251009 ... 13290 13230 SS
172 172 SS2607 20251009 ... 13320 13280 SS
173 173 SS2608 20251009 ... 13375 13340 SS
174 174 SS2609 20251009 ... 13410 13385 SS
175 175 SC2511 20251009 ... 468.7 480.5 SC
176 176 SC2512 20251009 ... 471.4 482 SC
177 177 SC2601 20251009 ... 471.2 481.6 SC
178 178 SC2602 20251009 ... 470.2 481.1 SC
179 179 SC2603 20251009 ... 469.6 480.5 SC
180 180 SC2604 20251009 ... 469.6 480.4 SC
181 181 SC2605 20251009 ... 470.5 482.3 SC
182 182 SC2606 20251009 ... 468.9 479.5 SC
183 183 SC2607 20251009 ... 470.8 478.7 SC
184 184 SC2608 20251009 ... 469.5 477.6 SC
185 185 SC2609 20251009 ... 470.3 478.3 SC
186 186 SC2610 20251009 ... 471 478.3 SC
187 187 SC2612 20251009 ... 463.8 473.7 SC
188 188 SC2703 20251009 ... 472 472.1 SC
189 189 SC2706 20251009 ... 469.9 473 SC
190 190 SC2709 20251009 ... 469.4 476.2 SC
191 191 SC2712 20251009 ... 465.9 474 SC
192 192 SC2803 20251009 ... 458 475.1 SC
193 193 SC2806 20251009 ... 455.2 465.8 SC
194 194 SC2809 20251009 ... 458.2 465.9 SC
195 195 LU2511 20251009 ... 3329 3402 LU
196 196 LU2512 20251009 ... 3342 3417 LU
197 197 LU2601 20251009 ... 3326 3398 LU
198 198 LU2602 20251009 ... 3318 3400 LU
199 199 LU2603 20251009 ... 3327 3375 LU
200 200 LU2604 20251009 ... 3300 3371 LU
201 201 LU2605 20251009 ... 3278 3358 LU
202 202 LU2606 20251009 ... 3289 3361 LU
203 203 LU2607 20251009 ... 3276 3353 LU
204 204 LU2608 20251009 ... 3271 3329 LU
205 205 LU2609 20251009 ... 3267 3317 LU
206 206 LU2610 20251009 ... 3267 3317 LU
207 207 FU2511 20251009 ... 2935 2995 FU
208 208 FU2512 20251009 ... 2851 2911 FU
209 209 FU2601 20251009 ... 2813 2870 FU
210 210 FU2602 20251009 ... 2786 2846 FU
211 211 FU2603 20251009 ... 2780 2833 FU
212 212 FU2604 20251009 ... 2773 2822 FU
213 213 FU2605 20251009 ... 2761 2807 FU
214 214 FU2606 20251009 ... 2752 2791 FU
215 215 FU2607 20251009 ... 2727 2764 FU
216 216 FU2608 20251009 ... 2702 2732 FU
217 217 FU2609 20251009 ... 2691 2718 FU
218 218 FU2610 20251009 ... 2686 2718 FU
219 219 BU2510 20251009 ... 3470 3444 BU
220 220 BU2511 20251009 ... 3376 3427 BU
221 221 BU2512 20251009 ... 3327 3378 BU
222 222 BU2601 20251009 ... 3307 3359 BU
223 223 BU2602 20251009 ... 3314 3366 BU
224 224 BU2603 20251009 ... 3323 3365 BU
225 225 BU2604 20251009 ... 3319 3368 BU
226 226 BU2605 20251009 ... 3328 3374 BU
227 227 BU2606 20251009 ... 3328 3369 BU
228 228 BU2607 20251009 ... 3331 3381 BU
229 229 BU2608 20251009 ... 3356 3378 BU
230 230 BU2609 20251009 ... 3316 3368 BU
231 231 BU2612 20251009 ... 3270 3308 BU
232 232 BU2703 20251009 ... 3276 3311 BU
233 233 BU2706 20251009 ... 3282 3306 BU
234 234 BU2709 20251009 ... 3300 3299 BU
235 235 BR2510 20251009 ... 11310 11230 BR
236 236 BR2511 20251009 ... 11260 11175 BR
237 237 BR2512 20251009 ... 11235 11165 BR
238 238 BR2601 20251009 ... 11225 11165 BR
239 239 BR2602 20251009 ... 11245 11170 BR
240 240 BR2603 20251009 ... 11265 11170 BR
241 241 BR2604 20251009 ... 11195 11175 BR
242 242 BR2605 20251009 ... 11295 11235 BR
243 243 BR2606 20251009 ... 11345 11270 BR
244 244 BR2607 20251009 ... 11415 11375 BR
245 245 BR2608 20251009 ... 11460 11410 BR
246 246 BR2609 20251009 ... 11505 11355 BR
247 247 RU2510 20251009 ... 14535 14265 RU
248 248 RU2511 20251009 ... 14485 14365 RU
249 249 RU2601 20251009 ... 15325 15180 RU
250 250 RU2603 20251009 ... 15345 15155 RU
251 251 RU2604 20251009 ... 15290 15150 RU
252 252 RU2605 20251009 ... 15290 15165 RU
253 253 RU2606 20251009 ... 15270 15175 RU
254 254 RU2607 20251009 ... 15370 15150 RU
255 255 RU2608 20251009 ... 15300 15095 RU
256 256 RU2609 20251009 ... 15315 15145 RU
257 257 NR2510 20251009 ... 12220 12200 NR
258 258 NR2511 20251009 ... 12385 12240 NR
259 259 NR2512 20251009 ... 12385 12255 NR
260 260 NR2601 20251009 ... 12410 12285 NR
261 261 NR2602 20251009 ... 12400 12260 NR
262 262 NR2603 20251009 ... 12390 12280 NR
263 263 NR2604 20251009 ... 12390 12285 NR
264 264 NR2605 20251009 ... 12425 12350 NR
265 265 NR2606 20251009 ... 12470 12415 NR
266 266 NR2607 20251009 ... 12535 12535 NR
267 267 NR2608 20251009 ... 12570 12555 NR
268 268 NR2609 20251009 ... 12510 12510 NR
269 269 SP2510 20251009 ... 4808 4808 SP
270 270 SP2511 20251009 ... 4812 4856 SP
271 271 SP2512 20251009 ... 4832 4874 SP
272 272 SP2601 20251009 ... 5108 5142 SP
273 273 SP2602 20251009 ... 5114 5140 SP
274 274 SP2603 20251009 ... 5130 5160 SP
275 275 SP2604 20251009 ... 5140 5168 SP
276 276 SP2605 20251009 ... 5150 5182 SP
277 277 SP2606 20251009 ... 5182 5198 SP
278 278 SP2607 20251009 ... 5170 5194 SP
279 279 SP2608 20251009 ... 5192 5212 SP
280 280 SP2609 20251009 ... 5178 5212 SP
281 281 OP2601 20251009 ... 4214 4232 OP
282 282 OP2602 20251009 ... 4224 4218 OP
283 283 OP2603 20251009 ... 4222 4258 OP
284 284 OP2604 20251009 ... 4268 4276 OP
285 285 OP2605 20251009 ... 4266 4266 OP
286 286 OP2606 20251009 ... 4234 4236 OP
287 287 OP2607 20251009 ... 4238 4238 OP
288 288 OP2608 20251009 ... 4248 4238 OP
289 289 OP2609 20251009 ... 4266 4330 OP
290 290 EC2510 20251009 ... 1112.5 1122.1 EC
291 291 EC2512 20251009 ... 1620.2 1719.1 EC
292 292 EC2602 20251009 ... 1410.9 1628.2 EC
293 293 EC2604 20251009 ... 1108.4 1243.6 EC
294 294 EC2606 20251009 ... 1294.6 1445.6 EC
295 295 EC2608 20251009 ... 1415.5 1595.7 EC
296 296 SC_TAS2511 20251009 ... SC_TAS
297 297 SC_TAS2512 20251009 ... SC_TAS
298 298 SC_TAS2601 20251009 ... SC_TAS
299 299 SC_TAS2602 20251009 ... SC_TAS
[300 rows x 13 columns]
2025-10-13 18:26:08,795 - future_1d - INFO - ak.get_shfe_daily('2025-10-09') done
2025-10-13 18:26:10,569 - future_1d - INFO - save future_daily 2025-10-09 completed
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251010 471 472.1 ... 3161391.79 466.2 468.7 SC
1 SC2512 20251010 473.9 474.5 ... 1414802.69 468.5 471.4 SC
2 SC2601 20251010 472 474.2 ... 316812.66 468.3 471.2 SC
3 SC2602 20251010 471.5 473.5 ... 41816.12 468.2 470.2 SC
4 SC2603 20251010 471.6 472.6 ... 16896.19 466.7 469.6 SC
5 SC2604 20251010 471.7 471.9 ... 6755.64 465.9 469.6 SC
6 SC2605 20251010 471 471.6 ... 7499.8 465.8 470.5 SC
7 SC2606 20251010 469.6 472.2 ... 12110.07 465.7 468.9 SC
8 SC2607 20251010 468.6 469.6 ... 234.08 468.1 470.8 SC
9 SC2608 20251010 465.3 465.7 ... 325.13 464.4 469.5 SC
10 SC2609 20251010 467.8 468.5 ... 1257.95 465.9 470.3 SC
11 SC2610 20251010 ... 0 464.9 471 SC
12 SC2612 20251010 469.5 469.6 ... 697.54 465 463.8 SC
13 SC2703 20251010 465.5 465.5 ... 185.71 464.2 472 SC
14 SC2706 20251010 ... 0 466 469.9 SC
15 SC2709 20251010 468.3 468.3 ... 277.98 463.3 469.4 SC
16 SC2712 20251010 ... 0 461.8 465.9 SC
17 SC2803 20251010 ... 0 458 458 SC
18 SC2806 20251010 456 458.2 ... 1096.03 456.6 455.2 SC
19 SC2809 20251010 456.9 460 ... 1465.01 457.8 458.2 SC
21 LU2511 20251010 3374 3378 ... 76172.122 3327 3329 LU
22 LU2512 20251010 3370 3371 ... 245365.822 3332 3342 LU
23 LU2601 20251010 3330 3353 ... 87812.969 3313 3326 LU
24 LU2602 20251010 3329 3341 ... 5574.851 3304 3318 LU
25 LU2603 20251010 3317 3336 ... 574.808 3303 3327 LU
26 LU2604 20251010 3282 3282 ... 13.109 3277 3300 LU
27 LU2605 20251010 3295 3295 ... 16.432 3286 3278 LU
28 LU2606 20251010 3277 3277 ... 26.046 3255 3289 LU
29 LU2607 20251010 3262 3262 ... 16.298 3259 3276 LU
30 LU2608 20251010 3260 3264 ... 39.088 3257 3271 LU
31 LU2609 20251010 3285 3285 ... 104.254 3257 3267 LU
32 LU2610 20251010 3260 3267 ... 35.86 3260 3267 LU
34 NR2510 20251010 12395 12395 ... 985.15 12310 12220 NR
35 NR2511 20251010 12465 12520 ... 703184.165 12395 12385 NR
36 NR2512 20251010 12475 12510 ... 427964.625 12400 12385 NR
37 NR2601 20251010 12485 12510 ... 142685.735 12400 12410 NR
38 NR2602 20251010 12420 12475 ... 3390.01 12370 12400 NR
39 NR2603 20251010 12400 12450 ... 2801.655 12395 12390 NR
40 NR2604 20251010 12400 12420 ... 445.705 12380 12390 NR
41 NR2605 20251010 12440 12450 ... 310.28 12410 12425 NR
42 NR2606 20251010 12475 12480 ... 62.07 12410 12470 NR
43 NR2607 20251010 12490 12490 ... 12.49 12490 12535 NR
44 NR2608 20251010 12535 12535 ... 12.535 12535 12570 NR
45 NR2609 20251010 ... 0 12510 12510 NR
47 BC2510 20251010 ... 0 76060 76060 BC
48 BC2511 20251010 77620 78240 ... 613583.705 77210 76560 BC
49 BC2512 20251010 77520 78310 ... 51169.195 77230 76870 BC
50 BC2601 20251010 77430 77780 ... 270.04 77150 76900 BC
51 BC2602 20251010 ... 0 76900 76900 BC
52 BC2603 20251010 ... 0 77470 77470 BC
53 BC2604 20251010 ... 0 77000 77000 BC
54 BC2605 20251010 ... 0 75900 75900 BC
55 BC2606 20251010 ... 0 75880 75880 BC
56 BC2607 20251010 77070 77300 ... 1191.175 76850 75800 BC
57 BC2608 20251010 ... 0 75800 75800 BC
58 BC2609 20251010 ... 0 75710 75710 BC
60 EC2510 20251010 1118.8 1138 ... 36438.1725 1125.5 1112.5 EC
61 EC2512 20251010 1670 1670 ... 252613.195 1605.1 1620.2 EC
62 EC2602 20251010 1385 1399 ... 48909.9605 1365.4 1410.9 EC
63 EC2604 20251010 1089.9 1119.9 ... 27926.309 1084.9 1108.4 EC
64 EC2606 20251010 1260.9 1290.8 ... 3233.508 1268 1294.6 EC
65 EC2608 20251010 1405 1422 ... 2824.423 1405.1 1415.5 EC
68 SC_TAS2511 20251010 ... SC_TAS
69 SC_TAS2512 20251010 ... SC_TAS
70 SC_TAS2601 20251010 ... SC_TAS
71 SC_TAS2602 20251010 ... SC_TAS
[66 rows x 12 columns]
2025-10-13 18:26:16,051 - future_1d - INFO - ak.get_ine_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 a2511 20251010 3960.0 ... 3958.00 3960.0 A
1 a2601 20251010 3972.0 ... 3958.00 3948.0 A
2 a2603 20251010 3971.0 ... 3959.00 3947.0 A
3 a2605 20251010 4008.0 ... 3998.00 3977.0 A
4 a2607 20251010 4000.0 ... 3991.00 3973.0 A
5 a2609 20251010 4002.0 ... 3996.00 3973.0 A
6 b2510 20251010 3611.0 ... 3619.00 3648.0 B
7 b2511 20251010 3628.0 ... 3624.00 3633.0 B
8 b2512 20251010 3646.0 ... 3649.00 3647.0 B
9 b2601 20251010 3650.0 ... 3651.00 3647.0 B
10 b2602 20251010 3662.0 ... 3660.00 3655.0 B
11 b2603 20251010 3626.0 ... 3623.00 3621.0 B
12 b2604 20251010 3531.0 ... 3530.00 3521.0 B
13 b2605 20251010 3460.0 ... 3464.00 3450.0 B
14 b2606 20251010 3433.0 ... 3439.00 3423.0 B
15 b2607 20251010 3434.0 ... 3441.00 3427.0 B
16 b2608 20251010 3526.0 ... 3533.00 3520.0 B
17 b2609 20251010 3563.0 ... 3567.00 3553.0 B
18 bb2511 20251010 135.0 ... 139.40 141.6 BB
19 bb2601 20251010 148.0 ... 147.05 147.0 BB
20 bb2603 20251010 146.9 ... 147.05 147.1 BB
21 bb2605 20251010 147.5 ... 147.25 146.8 BB
22 bb2607 20251010 0.0 ... 152.15 151.7 BB
23 bb2609 20251010 0.0 ... 152.15 151.7 BB
24 bz2603 20251010 5743.0 ... 5733.00 5732.0 BZ
25 bz2604 20251010 5749.0 ... 5706.00 5696.0 BZ
26 bz2605 20251010 5770.0 ... 5731.00 5683.0 BZ
27 bz2606 20251010 0.0 ... 5672.00 5672.0 BZ
28 bz2607 20251010 5747.0 ... 5747.00 5681.0 BZ
29 bz2608 20251010 5736.0 ... 5736.00 5657.0 BZ
30 bz2609 20251010 0.0 ... 5835.00 5874.0 BZ
31 c2511 20251010 2136.0 ... 2131.00 2136.0 C
32 c2601 20251010 2125.0 ... 2125.00 2122.0 C
33 c2603 20251010 2139.0 ... 2139.00 2135.0 C
34 c2605 20251010 2201.0 ... 2202.00 2197.0 C
35 c2607 20251010 2211.0 ... 2214.00 2210.0 C
36 c2609 20251010 2228.0 ... 2228.00 2226.0 C
37 cs2511 20251010 2429.0 ... 2428.00 2438.0 CS
38 cs2601 20251010 2436.0 ... 2433.00 2440.0 CS
39 cs2603 20251010 2449.0 ... 2443.00 2448.0 CS
40 cs2605 20251010 2536.0 ... 2531.00 2535.0 CS
41 cs2607 20251010 2540.0 ... 2536.00 2541.0 CS
42 cs2609 20251010 2582.0 ... 2579.00 2577.0 CS
43 eb2510 20251010 6719.0 ... 6699.00 6705.0 EB
44 eb2511 20251010 6810.0 ... 6782.00 6787.0 EB
45 eb2512 20251010 6819.0 ... 6796.00 6801.0 EB
46 eb2601 20251010 6859.0 ... 6824.00 6825.0 EB
47 eb2602 20251010 6903.0 ... 6857.00 6864.0 EB
48 eb2603 20251010 6939.0 ... 6903.00 6906.0 EB
49 eb2604 20251010 6988.0 ... 6953.00 6946.0 EB
50 eb2605 20251010 7013.0 ... 6981.00 6975.0 EB
51 eb2606 20251010 7000.0 ... 6957.00 6980.0 EB
52 eb2607 20251010 6945.0 ... 6945.00 6959.0 EB
53 eb2608 20251010 7024.0 ... 6987.00 6997.0 EB
54 eb2609 20251010 0.0 ... 7018.00 7018.0 EB
55 eg2510 20251010 4212.0 ... 4197.00 4173.0 EG
56 eg2511 20251010 4156.0 ... 4147.00 4156.0 EG
57 eg2512 20251010 4163.0 ... 4132.00 4134.0 EG
58 eg2601 20251010 4165.0 ... 4137.00 4145.0 EG
59 eg2602 20251010 4150.0 ... 4133.00 4143.0 EG
60 eg2603 20251010 4160.0 ... 4128.00 4181.0 EG
61 eg2604 20251010 4238.0 ... 4210.00 4197.0 EG
62 eg2605 20251010 4243.0 ... 4208.00 4224.0 EG
63 eg2606 20251010 4254.0 ... 4211.00 4225.0 EG
64 eg2607 20251010 4269.0 ... 4228.00 4300.0 EG
65 eg2608 20251010 4239.0 ... 4233.00 4285.0 EG
66 eg2609 20251010 4289.0 ... 4267.00 4259.0 EG
67 fb2510 20251010 0.0 ... 1252.00 1252.0 FB
68 fb2511 20251010 1263.0 ... 1265.00 1265.5 FB
69 fb2512 20251010 1263.5 ... 1261.50 1257.0 FB
70 fb2601 20251010 1260.0 ... 1262.50 1260.0 FB
71 fb2602 20251010 1267.0 ... 1268.00 1264.5 FB
72 fb2603 20251010 1259.0 ... 1260.50 1256.0 FB
73 fb2604 20251010 1263.5 ... 1265.00 1270.5 FB
74 fb2605 20251010 0.0 ... 1299.00 1299.0 FB
75 fb2606 20251010 0.0 ... 1276.50 1276.5 FB
76 fb2607 20251010 0.0 ... 1302.50 1302.5 FB
77 fb2608 20251010 0.0 ... 1308.00 1308.0 FB
78 fb2609 20251010 0.0 ... 1296.00 1296.0 FB
79 i2510 20251010 816.0 ... 816.00 802.0 I
80 i2511 20251010 812.0 ... 811.50 804.0 I
81 i2512 20251010 804.5 ... 804.50 797.0 I
82 i2601 20251010 795.5 ... 795.50 787.0 I
83 i2602 20251010 790.5 ... 790.50 783.0 I
84 i2603 20251010 785.5 ... 786.00 777.0 I
85 i2604 20251010 781.5 ... 781.50 775.0 I
86 i2605 20251010 775.0 ... 774.50 765.5 I
87 i2606 20251010 768.5 ... 768.50 761.0 I
88 i2607 20251010 764.0 ... 763.50 757.0 I
89 i2608 20251010 759.5 ... 759.00 752.5 I
90 i2609 20251010 751.0 ... 754.00 745.5 I
91 j2510 20251010 1600.5 ... 1600.50 1600.5 J
92 j2511 20251010 1602.0 ... 1603.00 1580.0 J
93 j2512 20251010 1629.5 ... 1633.50 1611.0 J
94 j2601 20251010 1646.5 ... 1661.50 1636.0 J
95 j2602 20251010 1690.0 ... 1692.00 1669.5 J
96 j2603 20251010 0.0 ... 1707.50 1698.0 J
97 j2604 20251010 1797.5 ... 1797.50 1766.0 J
98 j2605 20251010 1810.0 ... 1813.50 1787.0 J
99 j2606 20251010 1832.5 ... 1833.50 1817.0 J
100 j2607 20251010 0.0 ... 1833.50 1833.5 J
101 j2608 20251010 1853.5 ... 1865.00 1853.5 J
102 j2609 20251010 1904.0 ... 1905.00 1879.0 J
103 jd2510 20251010 2500.0 ... 2592.00 2676.0 JD
104 jd2511 20251010 2870.0 ... 2836.00 2871.0 JD
105 jd2512 20251010 3050.0 ... 2983.00 3055.0 JD
106 jd2601 20251010 3255.0 ... 3189.00 3254.0 JD
107 jd2602 20251010 3060.0 ... 3044.00 3059.0 JD
108 jd2603 20251010 3114.0 ... 3103.00 3103.0 JD
109 jd2604 20251010 3232.0 ... 3240.00 3229.0 JD
110 jd2605 20251010 3405.0 ... 3415.00 3398.0 JD
111 jd2606 20251010 3269.0 ... 3274.00 3244.0 JD
112 jd2607 20251010 3501.0 ... 3515.00 3480.0 JD
113 jd2608 20251010 3963.0 ... 3974.00 3951.0 JD
114 jd2609 20251010 3840.0 ... 3857.00 3819.0 JD
115 jm2510 20251010 974.5 ... 968.00 953.5 JM
116 jm2511 20251010 1027.5 ... 1016.50 1008.0 JM
117 jm2512 20251010 1096.5 ... 1092.00 1075.5 JM
118 jm2601 20251010 1170.0 ... 1165.00 1147.0 JM
119 jm2602 20251010 1200.0 ... 1195.00 1173.0 JM
120 jm2603 20251010 1224.0 ... 1217.00 1195.5 JM
121 jm2604 20251010 1242.0 ... 1238.50 1216.0 JM
122 jm2605 20251010 1268.0 ... 1262.00 1241.5 JM
123 jm2606 20251010 1290.0 ... 1282.00 1268.5 JM
124 jm2607 20251010 1306.0 ... 1303.00 1286.5 JM
125 jm2608 20251010 1327.0 ... 1327.00 1313.0 JM
126 jm2609 20251010 1354.5 ... 1347.00 1326.5 JM
127 l2510 20251010 6986.0 ... 6989.00 6992.0 L
128 l2511 20251010 7018.0 ... 7032.00 7039.0 L
129 l2512 20251010 7062.0 ... 7044.00 7059.0 L
130 l2601 20251010 7075.0 ... 7052.00 7073.0 L
131 l2602 20251010 7072.0 ... 7042.00 7060.0 L
132 l2603 20251010 7084.0 ... 7057.00 7071.0 L
133 l2604 20251010 7122.0 ... 7099.00 7117.0 L
134 l2605 20251010 7115.0 ... 7084.00 7106.0 L
135 l2606 20251010 7115.0 ... 7079.00 7112.0 L
136 l2607 20251010 7145.0 ... 7106.00 7128.0 L
137 l2608 20251010 7168.0 ... 7145.00 7146.0 L
138 l2609 20251010 7164.0 ... 7134.00 7150.0 L
139 lg2511 20251010 830.0 ... 825.00 826.5 LG
140 lg2601 20251010 826.0 ... 827.50 823.5 LG
141 lg2603 20251010 833.5 ... 830.50 829.5 LG
142 lg2605 20251010 831.5 ... 832.50 830.0 LG
143 lg2607 20251010 833.0 ... 834.00 831.5 LG
144 lg2609 20251010 833.5 ... 833.00 830.5 LG
145 lh2511 20251010 11580.0 ... 11455.00 11695.0 LH
146 lh2601 20251010 12155.0 ... 12215.00 12235.0 LH
147 lh2603 20251010 11950.0 ... 11985.00 12035.0 LH
148 lh2605 20251010 12410.0 ... 12505.00 12480.0 LH
149 lh2607 20251010 13180.0 ... 13260.00 13180.0 LH
150 lh2609 20251010 13875.0 ... 13895.00 13850.0 LH
151 m2511 20251010 2907.0 ... 2897.00 2909.0 M
152 m2512 20251010 2953.0 ... 2937.00 2947.0 M
153 m2601 20251010 2938.0 ... 2924.00 2934.0 M
154 m2603 20251010 2906.0 ... 2899.00 2899.0 M
155 m2605 20251010 2750.0 ... 2755.00 2751.0 M
156 m2607 20251010 2737.0 ... 2738.00 2733.0 M
157 m2608 20251010 2856.0 ... 2863.00 2854.0 M
158 m2609 20251010 2859.0 ... 2867.00 2858.0 M
159 p2510 20251010 9408.0 ... 9416.00 9422.0 P
160 p2511 20251010 9462.0 ... 9382.00 9416.0 P
161 p2512 20251010 9512.0 ... 9444.00 9476.0 P
162 p2601 20251010 9570.0 ... 9488.00 9512.0 P
163 p2602 20251010 9558.0 ... 9472.00 9486.0 P
164 p2603 20251010 9514.0 ... 9436.00 9456.0 P
165 p2604 20251010 9446.0 ... 9384.00 9374.0 P
166 p2605 20251010 9350.0 ... 9294.00 9298.0 P
167 p2606 20251010 9260.0 ... 9200.00 9200.0 P
168 p2607 20251010 9148.0 ... 9090.00 9068.0 P
169 p2608 20251010 9014.0 ... 9038.00 8992.0 P
170 p2609 20251010 8900.0 ... 8926.00 8846.0 P
171 pg2510 20251010 4248.0 ... 4248.00 4277.0 PG
172 pg2511 20251010 4079.0 ... 4063.00 4078.0 PG
173 pg2512 20251010 3973.0 ... 3982.00 4000.0 PG
174 pg2601 20251010 3923.0 ... 3927.00 3945.0 PG
175 pg2602 20251010 3883.0 ... 3870.00 3883.0 PG
176 pg2603 20251010 3809.0 ... 3811.00 3822.0 PG
177 pg2604 20251010 4186.0 ... 4148.00 4215.0 PG
178 pg2605 20251010 4122.0 ... 4110.00 4128.0 PG
179 pg2606 20251010 4073.0 ... 4062.00 4075.0 PG
180 pg2607 20251010 4014.0 ... 4011.00 4005.0 PG
181 pg2608 20251010 3972.0 ... 3967.00 3955.0 PG
182 pg2609 20251010 3920.0 ... 3932.00 3919.0 PG
183 pp2510 20251010 6639.0 ... 6630.00 6642.0 PP
184 pp2511 20251010 6668.0 ... 6664.00 6684.0 PP
185 pp2512 20251010 6721.0 ... 6701.00 6719.0 PP
186 pp2601 20251010 6745.0 ... 6734.00 6750.0 PP
187 pp2602 20251010 6752.0 ... 6723.00 6743.0 PP
188 pp2603 20251010 6736.0 ... 6721.00 6736.0 PP
189 pp2604 20251010 6757.0 ... 6751.00 6759.0 PP
190 pp2605 20251010 6794.0 ... 6779.00 6801.0 PP
191 pp2606 20251010 6751.0 ... 6743.00 6759.0 PP
192 pp2607 20251010 6765.0 ... 6740.00 6747.0 PP
193 pp2608 20251010 6798.0 ... 6779.00 6794.0 PP
194 pp2609 20251010 6827.0 ... 6802.00 6835.0 PP
195 rr2510 20251010 0.0 ... 3612.00 3612.0 RR
196 rr2511 20251010 3624.0 ... 3627.00 3619.0 RR
197 rr2512 20251010 3594.0 ... 3605.00 3596.0 RR
198 rr2601 20251010 3633.0 ... 3634.00 3626.0 RR
199 rr2602 20251010 3620.0 ... 3618.00 3611.0 RR
200 rr2603 20251010 3618.0 ... 3617.00 3613.0 RR
201 rr2604 20251010 3621.0 ... 3623.00 3621.0 RR
202 rr2605 20251010 3617.0 ... 3617.00 3609.0 RR
203 rr2606 20251010 3620.0 ... 3615.00 3608.0 RR
204 rr2607 20251010 3608.0 ... 3617.00 3609.0 RR
205 rr2608 20251010 3578.0 ... 3620.00 3614.0 RR
206 rr2609 20251010 3592.0 ... 3626.00 3630.0 RR
207 v2510 20251010 4660.0 ... 4625.00 4634.0 V
208 v2511 20251010 4675.0 ... 4665.00 4667.0 V
209 v2512 20251010 4714.0 ... 4706.00 4704.0 V
210 v2601 20251010 4770.0 ... 4754.00 4755.0 V
211 v2602 20251010 4808.0 ... 4790.00 4805.0 V
212 v2603 20251010 4844.0 ... 4825.00 4839.0 V
213 v2604 20251010 5074.0 ... 5025.00 5049.0 V
214 v2605 20251010 5102.0 ... 5072.00 5085.0 V
215 v2606 20251010 5152.0 ... 5104.00 5119.0 V
216 v2607 20251010 5161.0 ... 5147.00 5153.0 V
217 v2608 20251010 5216.0 ... 5171.00 5195.0 V
218 v2609 20251010 5240.0 ... 5212.00 5231.0 V
219 y2511 20251010 8316.0 ... 8326.00 8290.0 Y
220 y2512 20251010 8362.0 ... 8370.00 8342.0 Y
221 y2601 20251010 8324.0 ... 8324.00 8294.0 Y
222 y2603 20251010 8270.0 ... 8266.00 8226.0 Y
223 y2605 20251010 8068.0 ... 8068.00 8044.0 Y
224 y2607 20251010 8036.0 ... 8014.00 7978.0 Y
225 y2608 20251010 8042.0 ... 8024.00 7988.0 Y
226 y2609 20251010 8004.0 ... 7988.00 7954.0 Y
[227 rows x 12 columns]
2025-10-13 18:26:16,828 - future_1d - INFO - ak.get_dce_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 IC2510 20251010 7491.000 ... 7389.600 7531.400 IC
1 IC2511 20251010 7439.000 ... 7320.000 7471.600 IC
2 IC2512 20251010 7398.800 ... 7272.600 7432.800 IC
3 IC2603 20251010 7230.000 ... 7109.200 7272.200 IC
4 IF2510 20251010 4673.400 ... 4615.200 4712.000 IF
5 IF2511 20251010 4673.800 ... 4603.600 4703.200 IF
6 IF2512 20251010 4664.000 ... 4593.200 4694.400 IF
7 IF2603 20251010 4647.400 ... 4571.200 4672.600 IF
8 IH2510 20251010 3002.000 ... 2974.000 3022.800 IH
9 IH2511 20251010 3004.800 ... 2973.200 3022.200 IH
10 IH2512 20251010 3010.000 ... 2973.200 3024.200 IH
11 IH2603 20251010 3008.400 ... 2972.600 3023.800 IH
12 IM2510 20251010 7579.600 ... 7519.600 7618.800 IM
13 IM2511 20251010 7508.000 ... 7427.400 7539.400 IM
14 IM2512 20251010 7415.000 ... 7346.400 7467.800 IM
15 IM2603 20251010 7207.400 ... 7127.400 7248.800 IM
16 T2512 20251010 108.075 ... 107.960 108.050 T
17 T2603 20251010 107.765 ... 107.665 107.730 T
18 T2606 20251010 107.600 ... 107.535 107.615 T
19 TF2512 20251010 105.750 ... 105.655 105.750 TF
20 TF2603 20251010 105.625 ... 105.555 105.610 TF
21 TF2606 20251010 105.660 ... 105.575 105.625 TF
22 TL2512 20251010 114.590 ... 114.020 114.530 TL
23 TL2603 20251010 114.280 ... 113.690 114.180 TL
24 TL2606 20251010 114.240 ... 113.610 114.140 TL
25 TS2512 20251010 102.410 ... 102.352 102.410 TS
26 TS2603 20251010 102.304 ... 102.264 102.304 TS
27 TS2606 20251010 102.332 ... 102.324 102.356 TS
[28 rows x 12 columns]
2025-10-13 18:26:16,929 - future_1d - INFO - ak.get_cffex_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 PS2510 20251010 49450.0 ... 50770.0 50760.0 PS
1 PS2511 20251010 50750.0 ... 49915.0 50185.0 PS
2 PS2512 20251010 53600.0 ... 52635.0 52860.0 PS
3 PS2601 20251010 53600.0 ... 52560.0 52695.0 PS
4 PS2602 20251010 53460.0 ... 52415.0 52535.0 PS
5 PS2603 20251010 54175.0 ... 52595.0 52620.0 PS
6 PS2604 20251010 53980.0 ... 52535.0 52550.0 PS
7 PS2605 20251010 53005.0 ... 52395.0 52570.0 PS
8 PS2606 20251010 54810.0 ... 54405.0 54535.0 PS
9 PS2607 20251010 54885.0 ... 54390.0 54430.0 PS
10 PS2608 20251010 54265.0 ... 54265.0 54115.0 PS
11 PS2609 20251010 54725.0 ... 54075.0 54065.0 PS
13 SI2510 20251010 8640.0 ... 8655.0 8640.0 SI
14 SI2511 20251010 8680.0 ... 8725.0 8645.0 SI
15 SI2512 20251010 9030.0 ... 9095.0 9035.0 SI
16 SI2601 20251010 9040.0 ... 9055.0 8985.0 SI
17 SI2602 20251010 9030.0 ... 9060.0 8990.0 SI
18 SI2603 20251010 8975.0 ... 9020.0 8975.0 SI
19 SI2604 20251010 9095.0 ... 9085.0 9000.0 SI
20 SI2605 20251010 9050.0 ... 9085.0 9020.0 SI
21 SI2606 20251010 9130.0 ... 9105.0 9020.0 SI
22 SI2607 20251010 9160.0 ... 9150.0 9055.0 SI
23 SI2608 20251010 9175.0 ... 9120.0 9040.0 SI
24 SI2609 20251010 9150.0 ... 9135.0 9060.0 SI
27 LC2510 20251010 73060.0 ... 72980.0 73040.0 LC
28 LC2511 20251010 73200.0 ... 73100.0 73700.0 LC
29 LC2512 20251010 73000.0 ... 73300.0 73780.0 LC
30 LC2601 20251010 73380.0 ... 73280.0 73640.0 LC
31 LC2602 20251010 72900.0 ... 73140.0 73320.0 LC
32 LC2603 20251010 72900.0 ... 73080.0 73400.0 LC
33 LC2604 20251010 73500.0 ... 73600.0 73820.0 LC
34 LC2605 20251010 73480.0 ... 73620.0 73740.0 LC
35 LC2606 20251010 73320.0 ... 73460.0 73720.0 LC
36 LC2607 20251010 73280.0 ... 73480.0 73600.0 LC
37 LC2608 20251010 73480.0 ... 73700.0 73720.0 LC
38 LC2609 20251010 73540.0 ... 73760.0 73720.0 LC
[36 rows x 12 columns]
2025-10-13 18:26:17,174 - future_1d - INFO - ak.get_gfex_daily('2025-10-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251010 9010.0 9175.0 ... 108.45 9037.0 9056.0 AP
1 AP511 20251010 8714.0 8796.0 ... 14449.55 8747.0 8692.0 AP
2 AP512 20251010 8648.0 8727.0 ... 4961.44 8689.0 8655.0 AP
3 AP601 20251010 8683.0 8788.0 ... 874039.85 8721.0 8691.0 AP
4 AP603 20251010 8521.0 8636.0 ... 2556.79 8580.0 8527.0 AP
5 AP604 20251010 8516.0 8633.0 ... 1134.18 8592.0 8517.0 AP
6 AP605 20251010 8563.0 8694.0 ... 44339.02 8640.0 8564.0 AP
7 CF511 20251010 13250.0 13415.0 ... 121951.45 13340.0 13255.0 CF
8 CF601 20251010 13295.0 13420.0 ... 2287632.70 13355.0 13290.0 CF
9 CF603 20251010 13300.0 13430.0 ... 191533.79 13335.0 13295.0 CF
10 CF605 20251010 13340.0 13465.0 ... 418980.92 13405.0 13330.0 CF
11 CF607 20251010 13440.0 13490.0 ... 1491.33 13435.0 13360.0 CF
12 CF609 20251010 13535.0 13645.0 ... 3085.34 13590.0 13515.0 CF
13 CJ512 20251010 10930.0 11135.0 ... 10691.61 11015.0 10805.0 CJ
14 CJ601 20251010 11000.0 11230.0 ... 1590993.41 11110.0 10895.0 CJ
15 CJ603 20251010 10935.0 11175.0 ... 23433.48 11060.0 10845.0 CJ
16 CJ605 20251010 11045.0 11285.0 ... 255976.02 11170.0 10955.0 CJ
17 CJ607 20251010 11140.0 11335.0 ... 3709.49 11225.0 11035.0 CJ
18 CJ609 20251010 11255.0 11440.0 ... 2579.58 11365.0 11165.0 CJ
19 CY510 20251010 0.0 0.0 ... 0.00 19515.0 19480.0 CY
20 CY511 20251010 19520.0 19805.0 ... 48797.19 19725.0 19470.0 CY
21 CY512 20251010 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251010 19350.0 19490.0 ... 113179.57 19415.0 19380.0 CY
23 CY602 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251010 19300.0 19700.0 ... 146.69 19560.0 19450.0 CY
25 CY604 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251010 19675.0 19680.0 ... 137.04 19575.0 19475.0 CY
27 CY606 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251010 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251010 0.0 0.0 ... 0.00 19335.0 19335.0 CY
30 CY609 20251010 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251010 0.0 0.0 ... 0.00 1099.0 1101.0 FG
32 FG511 20251010 1119.0 1130.0 ... 89279.98 1117.0 1107.0 FG
33 FG512 20251010 1232.0 1249.0 ... 89524.47 1230.0 1220.0 FG
34 FG601 20251010 1224.0 1245.0 ... 5224223.26 1224.0 1215.0 FG
35 FG602 20251010 1285.0 1304.0 ... 45666.38 1282.0 1272.0 FG
36 FG603 20251010 1287.0 1306.0 ... 84022.33 1288.0 1276.0 FG
37 FG604 20251010 1354.0 1371.0 ... 1693.14 1355.0 1335.0 FG
38 FG605 20251010 1340.0 1371.0 ... 254349.80 1351.0 1334.0 FG
39 FG606 20251010 1374.0 1400.0 ... 1151.48 1384.0 1369.0 FG
40 FG607 20251010 1365.0 1391.0 ... 2545.67 1372.0 1356.0 FG
41 FG608 20251010 1410.0 1429.0 ... 1116.02 1416.0 1400.0 FG
42 FG609 20251010 1405.0 1431.0 ... 8066.61 1417.0 1403.0 FG
43 JR511 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251010 2205.0 2210.0 ... 641.34 2204.0 2202.0 MA
52 MA511 20251010 2241.0 2255.0 ... 35444.98 2243.0 2245.0 MA
53 MA512 20251010 2265.0 2288.0 ... 85770.82 2270.0 2276.0 MA
54 MA601 20251010 2290.0 2308.0 ... 1307251.87 2295.0 2298.0 MA
55 MA602 20251010 2320.0 2341.0 ... 60599.22 2326.0 2325.0 MA
56 MA603 20251010 2339.0 2363.0 ... 134219.75 2347.0 2350.0 MA
57 MA604 20251010 2362.0 2372.0 ... 94.41 2360.0 2360.0 MA
58 MA605 20251010 2349.0 2362.0 ... 137736.49 2346.0 2355.0 MA
59 MA606 20251010 2371.0 2372.0 ... 77.58 2351.0 2358.0 MA
60 MA607 20251010 2349.0 2354.0 ... 112.39 2341.0 2336.0 MA
61 MA608 20251010 2341.0 2353.0 ... 42.25 2347.0 2345.0 MA
62 MA609 20251010 2323.0 2333.0 ... 1696.86 2321.0 2325.0 MA
63 OI511 20251010 10422.0 10422.0 ... 172389.98 10308.0 10352.0 OI
64 OI601 20251010 10238.0 10247.0 ... 2813643.22 10138.0 10197.0 OI
65 OI603 20251010 10003.0 10017.0 ... 256188.87 9916.0 9966.0 OI
66 OI605 20251010 9720.0 9735.0 ... 171151.48 9652.0 9683.0 OI
67 OI607 20251010 9625.0 9639.0 ... 917.66 9559.0 9613.0 OI
68 OI609 20251010 9566.0 9585.0 ... 1988.10 9512.0 9547.0 OI
69 PF510 20251010 6206.0 6206.0 ... 127.09 6200.0 6250.0 PF
70 PF511 20251010 6292.0 6300.0 ... 508421.02 6228.0 6274.0 PF
71 PF512 20251010 6232.0 6252.0 ... 503489.98 6184.0 6214.0 PF
72 PF601 20251010 6264.0 6292.0 ... 86086.50 6230.0 6258.0 PF
73 PF602 20251010 6254.0 6262.0 ... 305619.36 6188.0 6236.0 PF
74 PF603 20251010 6242.0 6258.0 ... 154434.07 6184.0 6232.0 PF
75 PF604 20251010 6332.0 6344.0 ... 134.30 6246.0 6288.0 PF
76 PF605 20251010 6320.0 6352.0 ... 219.18 6262.0 6304.0 PF
77 PF606 20251010 6334.0 6334.0 ... 50.24 6280.0 6336.0 PF
78 PF607 20251010 6352.0 6352.0 ... 53.57 6302.0 6330.0 PF
79 PF608 20251010 6372.0 6382.0 ... 41.12 6326.0 6376.0 PF
80 PF609 20251010 6368.0 6400.0 ... 82.66 6360.0 6390.0 PF
81 PK510 20251010 7650.0 7704.0 ... 84.46 7678.0 7620.0 PK
82 PK511 20251010 7702.0 7916.0 ... 774780.16 7816.0 7712.0 PK
83 PK512 20251010 7708.0 7876.0 ... 192816.30 7792.0 7704.0 PK
84 PK601 20251010 7750.0 7910.0 ... 387951.26 7838.0 7748.0 PK
85 PK603 20251010 7804.0 7946.0 ... 34929.62 7886.0 7782.0 PK
86 PK604 20251010 7830.0 7962.0 ... 1580.85 7924.0 7832.0 PK
87 PK605 20251010 7846.0 7976.0 ... 25695.93 7928.0 7840.0 PK
88 PL601 20251010 6231.0 6242.0 ... 67065.51 6205.0 6219.0 PL
89 PL602 20251010 6268.0 6276.0 ... 29438.79 6242.0 6253.0 PL
90 PL603 20251010 6259.0 6259.0 ... 26758.92 6240.0 6257.0 PL
91 PL604 20251010 0.0 0.0 ... 0.00 6239.0 6363.0 PL
92 PL605 20251010 6196.0 6202.0 ... 37.20 6200.0 6216.0 PL
93 PL606 20251010 0.0 0.0 ... 0.00 6290.0 6290.0 PL
94 PL607 20251010 6230.0 6279.0 ... 87.41 6244.0 6267.0 PL
95 PL608 20251010 0.0 0.0 ... 0.00 6429.0 6433.0 PL
96 PL609 20251010 0.0 0.0 ... 0.00 6343.0 6346.0 PL
97 PM511 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251010 0.0 0.0 ... 0.00 5738.0 5738.0 PR
104 PR511 20251010 5762.0 5790.0 ... 108337.35 5734.0 5736.0 PR
105 PR512 20251010 5740.0 5762.0 ... 376097.30 5702.0 5726.0 PR
106 PR601 20251010 5714.0 5740.0 ... 248830.00 5686.0 5714.0 PR
107 PR602 20251010 5774.0 5780.0 ... 43879.78 5712.0 5750.0 PR
108 PR603 20251010 5788.0 5788.0 ... 300.70 5728.0 5768.0 PR
109 PR604 20251010 5836.0 5836.0 ... 155.25 5750.0 5804.0 PR
110 PR605 20251010 5818.0 5852.0 ... 78.29 5800.0 5808.0 PR
111 PR606 20251010 5850.0 5850.0 ... 52.32 5814.0 5844.0 PR
112 PR607 20251010 5846.0 5846.0 ... 34.85 5810.0 5840.0 PR
113 PR608 20251010 5832.0 5832.0 ... 60.79 5790.0 5770.0 PR
114 PR609 20251010 5832.0 5832.0 ... 8.75 5832.0 5870.0 PR
115 PX510 20251010 0.0 0.0 ... 0.00 6458.0 6458.0 PX
116 PX511 20251010 6584.0 6618.0 ... 329009.38 6532.0 6528.0 PX
117 PX512 20251010 6570.0 6592.0 ... 117908.60 6516.0 6518.0 PX
118 PX601 20251010 6554.0 6586.0 ... 276904.22 6508.0 6522.0 PX
119 PX602 20251010 6590.0 6600.0 ... 156948.32 6516.0 6524.0 PX
120 PX603 20251010 6568.0 6596.0 ... 118729.48 6518.0 6516.0 PX
121 PX604 20251010 6534.0 6574.0 ... 19.65 6552.0 6528.0 PX
122 PX605 20251010 6586.0 6610.0 ... 1296.28 6530.0 6542.0 PX
123 PX606 20251010 6582.0 6582.0 ... 19.50 6498.0 6600.0 PX
124 PX607 20251010 6596.0 6596.0 ... 6.55 6552.0 6622.0 PX
125 PX608 20251010 6540.0 6540.0 ... 3.27 6540.0 6624.0 PX
126 PX609 20251010 6532.0 6532.0 ... 3.27 6532.0 6574.0 PX
127 RI511 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251010 2499.0 2507.0 ... 48419.03 2455.0 2491.0 RM
134 RM601 20251010 2431.0 2437.0 ... 714082.80 2406.0 2429.0 RM
135 RM603 20251010 2345.0 2349.0 ... 9708.99 2336.0 2339.0 RM
136 RM605 20251010 2333.0 2341.0 ... 130459.77 2330.0 2330.0 RM
137 RM607 20251010 2323.0 2332.0 ... 5720.82 2322.0 2321.0 RM
138 RM608 20251010 2423.0 2433.0 ... 451.21 2426.0 2424.0 RM
139 RM609 20251010 2412.0 2424.0 ... 2960.46 2415.0 2412.0 RM
140 RS511 20251010 5207.0 5268.0 ... 36.64 5235.0 5223.0 RS
141 RS607 20251010 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251010 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251010 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251010 1163.0 1185.0 ... 3029.77 1164.0 1163.0 SA
145 SA511 20251010 1187.0 1201.0 ... 96198.32 1182.0 1181.0 SA
146 SA512 20251010 1244.0 1265.0 ... 218879.11 1241.0 1240.0 SA
147 SA601 20251010 1255.0 1275.0 ... 3037944.93 1253.0 1251.0 SA
148 SA602 20251010 1294.0 1313.0 ... 118002.86 1289.0 1288.0 SA
149 SA603 20251010 1300.0 1319.0 ... 104183.27 1296.0 1293.0 SA
150 SA604 20251010 1343.0 1361.0 ... 2072.84 1339.0 1335.0 SA
151 SA605 20251010 1350.0 1366.0 ... 184788.30 1347.0 1343.0 SA
152 SA606 20251010 1368.0 1385.0 ... 1292.98 1364.0 1361.0 SA
153 SA607 20251010 1370.0 1386.0 ... 2059.17 1369.0 1363.0 SA
154 SA608 20251010 1413.0 1421.0 ... 874.87 1407.0 1402.0 SA
155 SA609 20251010 1409.0 1427.0 ... 5950.98 1414.0 1407.0 SA
156 SF510 20251010 5312.0 5318.0 ... 6699.86 5310.0 5312.0 SF
157 SF511 20251010 5486.0 5498.0 ... 281033.81 5458.0 5472.0 SF
158 SF512 20251010 5464.0 5476.0 ... 77511.44 5420.0 5448.0 SF
159 SF601 20251010 5460.0 5468.0 ... 179341.33 5422.0 5448.0 SF
160 SF602 20251010 5428.0 5430.0 ... 41247.38 5380.0 5404.0 SF
161 SF603 20251010 5600.0 5608.0 ... 46450.93 5550.0 5580.0 SF
162 SF604 20251010 5536.0 5536.0 ... 8.29 5526.0 5588.0 SF
163 SF605 20251010 5580.0 5586.0 ... 4087.45 5528.0 5564.0 SF
164 SF606 20251010 5514.0 5522.0 ... 203.48 5500.0 5534.0 SF
165 SF607 20251010 5678.0 5678.0 ... 93.55 5670.0 5698.0 SF
166 SF608 20251010 5650.0 5650.0 ... 5.65 5650.0 5682.0 SF
167 SF609 20251010 5668.0 5672.0 ... 73.46 5652.0 5674.0 SF
168 SH510 20251010 2435.0 2435.0 ... 7.31 2435.0 2443.0 SH
169 SH511 20251010 2410.0 2434.0 ... 257270.77 2416.0 2433.0 SH
170 SH512 20251010 2460.0 2492.0 ... 186835.23 2477.0 2479.0 SH
171 SH601 20251010 2455.0 2488.0 ... 2084493.21 2469.0 2469.0 SH
172 SH602 20251010 2484.0 2522.0 ... 224253.25 2507.0 2503.0 SH
173 SH603 20251010 2501.0 2532.0 ... 191772.34 2518.0 2513.0 SH
174 SH604 20251010 2550.0 2577.0 ... 122.95 2561.0 2558.0 SH
175 SH605 20251010 2553.0 2584.0 ... 12285.95 2568.0 2564.0 SH
176 SH606 20251010 2586.0 2593.0 ... 62.16 2590.0 2581.0 SH
177 SH607 20251010 2589.0 2589.0 ... 38.78 2586.0 2569.0 SH
178 SH608 20251010 2603.0 2606.0 ... 78.03 2601.0 2591.0 SH
179 SH609 20251010 2608.0 2615.0 ... 109.61 2610.0 2606.0 SH
180 SM510 20251010 5632.0 5632.0 ... 416.70 5632.0 5646.0 SM
181 SM511 20251010 5768.0 5780.0 ... 33587.93 5752.0 5746.0 SM
182 SM512 20251010 5780.0 5780.0 ... 58649.71 5754.0 5748.0 SM
183 SM601 20251010 5776.0 5788.0 ... 362808.98 5760.0 5756.0 SM
184 SM602 20251010 5790.0 5796.0 ... 68372.84 5768.0 5760.0 SM
185 SM603 20251010 5798.0 5808.0 ... 86744.69 5780.0 5774.0 SM
186 SM604 20251010 0.0 0.0 ... 0.00 5794.0 5794.0 SM
187 SM605 20251010 5810.0 5828.0 ... 13341.48 5796.0 5796.0 SM
188 SM606 20251010 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251010 5824.0 5824.0 ... 23.27 5820.0 5810.0 SM
190 SM608 20251010 5836.0 5836.0 ... 2.92 5836.0 5848.0 SM
191 SM609 20251010 5850.0 5850.0 ... 405.82 5840.0 5842.0 SM
192 SR511 20251010 5551.0 5577.0 ... 47970.47 5553.0 5552.0 SR
193 SR601 20251010 5521.0 5537.0 ... 941782.45 5517.0 5517.0 SR
194 SR603 20251010 5506.0 5520.0 ... 151560.30 5502.0 5507.0 SR
195 SR605 20251010 5490.0 5500.0 ... 70819.69 5485.0 5481.0 SR
196 SR607 20251010 5487.0 5495.0 ... 2192.54 5481.0 5474.0 SR
197 SR609 20251010 5491.0 5500.0 ... 3364.24 5488.0 5484.0 SR
198 TA510 20251010 4558.0 4562.0 ... 12205.81 4518.0 4514.0 TA
199 TA511 20251010 4564.0 4582.0 ... 167144.16 4534.0 4544.0 TA
200 TA512 20251010 4552.0 4596.0 ... 123747.48 4548.0 4552.0 TA
201 TA601 20251010 4580.0 4604.0 ... 1352282.03 4554.0 4564.0 TA
202 TA602 20251010 4594.0 4616.0 ... 94996.70 4568.0 4572.0 TA
203 TA603 20251010 4606.0 4628.0 ... 52974.17 4574.0 4590.0 TA
204 TA604 20251010 4554.0 4554.0 ... 2.28 4554.0 4590.0 TA
205 TA605 20251010 4634.0 4650.0 ... 75641.43 4598.0 4612.0 TA
206 TA606 20251010 4576.0 4576.0 ... 9.15 4576.0 4644.0 TA
207 TA607 20251010 4596.0 4596.0 ... 29.84 4592.0 4652.0 TA
208 TA608 20251010 4610.0 4610.0 ... 25.32 4604.0 4632.0 TA
209 TA609 20251010 4674.0 4682.0 ... 959.99 4626.0 4658.0 TA
210 UR510 20251010 1500.0 1506.0 ... 1204.65 1503.0 1516.0 UR
211 UR511 20251010 1585.0 1591.0 ... 25018.59 1576.0 1593.0 UR
212 UR512 20251010 1594.0 1601.0 ... 16857.60 1587.0 1600.0 UR
213 UR601 20251010 1612.0 1614.0 ... 515667.41 1601.0 1619.0 UR
214 UR602 20251010 1616.0 1622.0 ... 18034.17 1608.0 1620.0 UR
215 UR603 20251010 1670.0 1670.0 ... 259.61 1664.0 1672.0 UR
216 UR604 20251010 1674.0 1674.0 ... 106.61 1666.0 1672.0 UR
217 UR605 20251010 1680.0 1681.0 ... 39844.52 1672.0 1681.0 UR
218 UR606 20251010 1680.0 1683.0 ... 908.13 1676.0 1686.0 UR
219 UR607 20251010 1715.0 1716.0 ... 191.58 1711.0 1722.0 UR
220 UR608 20251010 1709.0 1709.0 ... 37.52 1705.0 1716.0 UR
221 UR609 20251010 1705.0 1707.0 ... 970.99 1703.0 1706.0 UR
222 WH511 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-13 18:26:17,451 - future_1d - INFO - ak.get_czce_daily('2025-10-10') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251010 ... 86530 86040 CU
1 1 CU2511 20251010 ... 86910 85910 CU
2 2 CU2512 20251010 ... 86910 85940 CU
3 3 CU2601 20251010 ... 86960 85900 CU
4 4 CU2602 20251010 ... 87010 85730 CU
5 5 CU2603 20251010 ... 87090 85740 CU
6 6 CU2604 20251010 ... 86700 86060 CU
7 7 CU2605 20251010 ... 86520 85860 CU
8 8 CU2606 20251010 ... 86870 85890 CU
9 9 CU2607 20251010 ... 86660 85640 CU
10 10 CU2608 20251010 ... 86640 85310 CU
11 11 CU2609 20251010 ... 86490 85410 CU
12 12 BC2510 20251010 ... 76060 76060 BC
13 13 BC2511 20251010 ... 77210 76560 BC
14 14 BC2512 20251010 ... 77230 76870 BC
15 15 BC2601 20251010 ... 77150 76900 BC
16 16 BC2602 20251010 ... 76900 76900 BC
17 17 BC2603 20251010 ... 77470 77470 BC
18 18 BC2604 20251010 ... 77000 77000 BC
19 19 BC2605 20251010 ... 75900 75900 BC
20 20 BC2606 20251010 ... 75880 75880 BC
21 21 BC2607 20251010 ... 76850 75800 BC
22 22 BC2608 20251010 ... 75800 75800 BC
23 23 BC2609 20251010 ... 75710 75710 BC
24 24 AL2510 20251010 ... 21055 21030 AL
25 25 AL2511 20251010 ... 21090 21005 AL
26 26 AL2512 20251010 ... 21090 21010 AL
27 27 AL2601 20251010 ... 21085 21010 AL
28 28 AL2602 20251010 ... 21080 21005 AL
29 29 AL2603 20251010 ... 21065 21005 AL
30 30 AL2604 20251010 ... 21100 21030 AL
31 31 AL2605 20251010 ... 21095 21055 AL
32 32 AL2606 20251010 ... 21085 21035 AL
33 33 AL2607 20251010 ... 21100 21070 AL
34 34 AL2608 20251010 ... 21100 21060 AL
35 35 AL2609 20251010 ... 21095 21060 AL
36 36 ZN2510 20251010 ... 22320 22165 ZN
37 37 ZN2511 20251010 ... 22385 22200 ZN
38 38 ZN2512 20251010 ... 22415 22230 ZN
39 39 ZN2601 20251010 ... 22450 22240 ZN
40 40 ZN2602 20251010 ... 22460 22290 ZN
41 41 ZN2603 20251010 ... 22520 22340 ZN
42 42 ZN2604 20251010 ... 22530 22375 ZN
43 43 ZN2605 20251010 ... 22580 22415 ZN
44 44 ZN2606 20251010 ... 22550 22425 ZN
45 45 ZN2607 20251010 ... 22590 22460 ZN
46 46 ZN2608 20251010 ... 22615 22435 ZN
47 47 ZN2609 20251010 ... 22600 22475 ZN
48 48 PB2510 20251010 ... 17075 17025 PB
49 49 PB2511 20251010 ... 17125 17040 PB
50 50 PB2512 20251010 ... 17145 17075 PB
51 51 PB2601 20251010 ... 17150 17095 PB
52 52 PB2602 20251010 ... 17170 16990 PB
53 53 PB2603 20251010 ... 17195 17205 PB
54 54 PB2604 20251010 ... 17185 17170 PB
55 55 PB2605 20251010 ... 17190 17195 PB
56 56 PB2606 20251010 ... 17190 17165 PB
57 57 PB2607 20251010 ... 17215 17020 PB
58 58 PB2608 20251010 ... 17230 17255 PB
59 59 PB2609 20251010 ... 17285 17285 PB
60 60 NI2510 20251010 ... 123510 122090 NI
61 61 NI2511 20251010 ... 123490 123120 NI
62 62 NI2512 20251010 ... 123650 123310 NI
63 63 NI2601 20251010 ... 124140 123530 NI
64 64 NI2602 20251010 ... 124730 123470 NI
65 65 NI2603 20251010 ... 124490 124010 NI
66 66 NI2604 20251010 ... 124710 124320 NI
67 67 NI2605 20251010 ... 124870 124550 NI
68 68 NI2606 20251010 ... 125130 124900 NI
69 69 NI2607 20251010 ... 125580 124850 NI
70 70 NI2608 20251010 ... 125770 125590 NI
71 71 NI2609 20251010 ... 125640 125660 NI
72 72 SN2510 20251010 ... 288270 284870 SN
73 73 SN2511 20251010 ... 288430 285070 SN
74 74 SN2512 20251010 ... 288660 285420 SN
75 75 SN2601 20251010 ... 288660 285490 SN
76 76 SN2602 20251010 ... 288930 285460 SN
77 77 SN2603 20251010 ... 289020 285280 SN
78 78 SN2604 20251010 ... 288650 284800 SN
79 79 SN2605 20251010 ... 288950 285020 SN
80 80 SN2606 20251010 ... 288740 285390 SN
81 81 SN2607 20251010 ... 288440 284640 SN
82 82 SN2608 20251010 ... 289090 285520 SN
83 83 SN2609 20251010 ... 287680 287820 SN
84 84 AO2510 20251010 ... 2834 2818 AO
85 85 AO2511 20251010 ... 2848 2844 AO
86 86 AO2512 20251010 ... 2871 2860 AO
87 87 AO2601 20251010 ... 2877 2871 AO
88 88 AO2602 20251010 ... 2891 2882 AO
89 89 AO2603 20251010 ... 2953 2949 AO
90 90 AO2604 20251010 ... 2966 2958 AO
91 91 AO2605 20251010 ... 2979 2965 AO
92 92 AO2606 20251010 ... 2982 2972 AO
93 93 AO2607 20251010 ... 2994 2978 AO
94 94 AO2608 20251010 ... 3004 2987 AO
95 95 AO2609 20251010 ... 3026 3000 AO
96 96 AD2511 20251010 ... 20560 20485 AD
97 97 AD2512 20251010 ... 20635 20535 AD
98 98 AD2601 20251010 ... 20655 20610 AD
99 99 AD2602 20251010 ... 20680 20620 AD
100 100 AD2603 20251010 ... 20520 20325 AD
101 101 AD2604 20251010 ... 20590 20360 AD
102 102 AD2605 20251010 ... 20610 20550 AD
103 103 AD2606 20251010 ... 20470 20365 AD
104 104 AD2607 20251010 ... 20510 20510 AD
105 105 AD2608 20251010 ... 20495 20495 AD
106 106 AD2609 20251010 ... 20670 20335 AD
107 107 AU2510 20251010 ... 909.14 912.68 AU
108 108 AU2511 20251010 ... 909.34 912.92 AU
109 109 AU2512 20251010 ... 909.44 912.96 AU
110 110 AU2602 20251010 ... 912.78 915.62 AU
111 111 AU2604 20251010 ... 915.4 917.54 AU
112 112 AU2606 20251010 ... 919.88 918.92 AU
113 113 AU2608 20251010 ... 920.88 921.98 AU
114 114 AU2610 20251010 ... 924.4 924.9 AU
115 115 AG2510 20251010 ... 11090 11193 AG
116 116 AG2511 20251010 ... 11208 11192 AG
117 117 AG2512 20251010 ... 11213 11209 AG
118 118 AG2601 20251010 ... 11236 11217 AG
119 119 AG2602 20251010 ... 11241 11235 AG
120 120 AG2603 20251010 ... 11274 11249 AG
121 121 AG2604 20251010 ... 11275 11256 AG
122 122 AG2605 20251010 ... 11290 11266 AG
123 123 AG2606 20251010 ... 11308 11255 AG
124 124 AG2607 20251010 ... 11279 11284 AG
125 125 AG2608 20251010 ... 11326 11293 AG
126 126 AG2609 20251010 ... 11320 11305 AG
127 127 RB2510 20251010 ... 3022 2998 RB
128 128 RB2511 20251010 ... 3039 3019 RB
129 129 RB2512 20251010 ... 3089 3070 RB
130 130 RB2601 20251010 ... 3107 3087 RB
131 131 RB2602 20251010 ... 3107 3093 RB
132 132 RB2603 20251010 ... 3128 3109 RB
133 133 RB2604 20251010 ... 3151 3131 RB
134 134 RB2605 20251010 ... 3166 3145 RB
135 135 RB2606 20251010 ... 3186 3158 RB
136 136 RB2607 20251010 ... 3192 3175 RB
137 137 RB2608 20251010 ... 3195 3180 RB
138 138 RB2609 20251010 ... 3203 3189 RB
139 139 WR2510 20251010 ... 3069 3069 WR
140 140 WR2511 20251010 ... 3270 3270 WR
141 141 WR2512 20251010 ... 3309 3309 WR
142 142 WR2601 20251010 ... 3416 3320 WR
143 143 WR2602 20251010 ... 3384 3301 WR
144 144 WR2603 20251010 ... 3361 3329 WR
145 145 WR2604 20251010 ... 3369 3339 WR
146 146 WR2605 20251010 ... 3385 3279 WR
147 147 WR2606 20251010 ... 3360 3356 WR
148 148 WR2607 20251010 ... 3390 3390 WR
149 149 WR2608 20251010 ... 3431 3431 WR
150 150 WR2609 20251010 ... 3430 3430 WR
151 151 HC2510 20251010 ... 3394 3352 HC
152 152 HC2511 20251010 ... 3327 3306 HC
153 153 HC2512 20251010 ... 3312 3300 HC
154 154 HC2601 20251010 ... 3290 3273 HC
155 155 HC2602 20251010 ... 3294 3272 HC
156 156 HC2603 20251010 ... 3295 3281 HC
157 157 HC2604 20251010 ... 3300 3286 HC
158 158 HC2605 20251010 ... 3299 3281 HC
159 159 HC2606 20251010 ... 3299 3286 HC
160 160 HC2607 20251010 ... 3306 3294 HC
161 161 HC2608 20251010 ... 3310 3298 HC
162 162 HC2609 20251010 ... 3319 3301 HC
163 163 SS2510 20251010 ... 12625 12600 SS
164 164 SS2511 20251010 ... 12840 12800 SS
165 165 SS2512 20251010 ... 12860 12820 SS
166 166 SS2601 20251010 ... 12935 12890 SS
167 167 SS2602 20251010 ... 12985 12925 SS
168 168 SS2603 20251010 ... 13080 13050 SS
169 169 SS2604 20251010 ... 13145 13115 SS
170 170 SS2605 20251010 ... 13235 13195 SS
171 171 SS2606 20251010 ... 13320 13290 SS
172 172 SS2607 20251010 ... 13340 13320 SS
173 173 SS2608 20251010 ... 13420 13375 SS
174 174 SS2609 20251010 ... 13465 13410 SS
175 175 SC2511 20251010 ... 466.2 468.7 SC
176 176 SC2512 20251010 ... 468.5 471.4 SC
177 177 SC2601 20251010 ... 468.3 471.2 SC
178 178 SC2602 20251010 ... 468.2 470.2 SC
179 179 SC2603 20251010 ... 466.7 469.6 SC
180 180 SC2604 20251010 ... 465.9 469.6 SC
181 181 SC2605 20251010 ... 465.8 470.5 SC
182 182 SC2606 20251010 ... 465.7 468.9 SC
183 183 SC2607 20251010 ... 468.1 470.8 SC
184 184 SC2608 20251010 ... 464.4 469.5 SC
185 185 SC2609 20251010 ... 465.9 470.3 SC
186 186 SC2610 20251010 ... 464.9 471 SC
187 187 SC2612 20251010 ... 465 463.8 SC
188 188 SC2703 20251010 ... 464.2 472 SC
189 189 SC2706 20251010 ... 466 469.9 SC
190 190 SC2709 20251010 ... 463.3 469.4 SC
191 191 SC2712 20251010 ... 461.8 465.9 SC
192 192 SC2803 20251010 ... 458 458 SC
193 193 SC2806 20251010 ... 456.6 455.2 SC
194 194 SC2809 20251010 ... 457.8 458.2 SC
195 195 LU2511 20251010 ... 3327 3329 LU
196 196 LU2512 20251010 ... 3332 3342 LU
197 197 LU2601 20251010 ... 3313 3326 LU
198 198 LU2602 20251010 ... 3304 3318 LU
199 199 LU2603 20251010 ... 3303 3327 LU
200 200 LU2604 20251010 ... 3277 3300 LU
201 201 LU2605 20251010 ... 3286 3278 LU
202 202 LU2606 20251010 ... 3255 3289 LU
203 203 LU2607 20251010 ... 3259 3276 LU
204 204 LU2608 20251010 ... 3257 3271 LU
205 205 LU2609 20251010 ... 3257 3267 LU
206 206 LU2610 20251010 ... 3260 3267 LU
207 207 FU2511 20251010 ... 2877 2935 FU
208 208 FU2512 20251010 ... 2832 2851 FU
209 209 FU2601 20251010 ... 2803 2813 FU
210 210 FU2602 20251010 ... 2779 2786 FU
211 211 FU2603 20251010 ... 2772 2780 FU
212 212 FU2604 20251010 ... 2766 2773 FU
213 213 FU2605 20251010 ... 2754 2761 FU
214 214 FU2606 20251010 ... 2749 2752 FU
215 215 FU2607 20251010 ... 2724 2727 FU
216 216 FU2608 20251010 ... 2701 2702 FU
217 217 FU2609 20251010 ... 2688 2691 FU
218 218 FU2610 20251010 ... 2678 2686 FU
219 219 BU2510 20251010 ... 3455 3470 BU
220 220 BU2511 20251010 ... 3346 3376 BU
221 221 BU2512 20251010 ... 3297 3327 BU
222 222 BU2601 20251010 ... 3278 3307 BU
223 223 BU2602 20251010 ... 3282 3314 BU
224 224 BU2603 20251010 ... 3295 3323 BU
225 225 BU2604 20251010 ... 3292 3319 BU
226 226 BU2605 20251010 ... 3309 3328 BU
227 227 BU2606 20251010 ... 3297 3328 BU
228 228 BU2607 20251010 ... 3316 3331 BU
229 229 BU2608 20251010 ... 3299 3356 BU
230 230 BU2609 20251010 ... 3283 3316 BU
231 231 BU2612 20251010 ... 3247 3270 BU
232 232 BU2703 20251010 ... 3253 3276 BU
233 233 BU2706 20251010 ... 3270 3282 BU
234 234 BU2709 20251010 ... 3272 3300 BU
235 235 BR2510 20251010 ... 11400 11310 BR
236 236 BR2511 20251010 ... 11245 11260 BR
237 237 BR2512 20251010 ... 11200 11235 BR
238 238 BR2601 20251010 ... 11200 11225 BR
239 239 BR2602 20251010 ... 11185 11245 BR
240 240 BR2603 20251010 ... 11255 11265 BR
241 241 BR2604 20251010 ... 11275 11195 BR
242 242 BR2605 20251010 ... 11245 11295 BR
243 243 BR2606 20251010 ... 11280 11345 BR
244 244 BR2607 20251010 ... 11400 11415 BR
245 245 BR2608 20251010 ... 11410 11460 BR
246 246 BR2609 20251010 ... 11485 11505 BR
247 247 RU2510 20251010 ... 14535 14535 RU
248 248 RU2511 20251010 ... 14545 14485 RU
249 249 RU2601 20251010 ... 15360 15325 RU
250 250 RU2603 20251010 ... 15310 15345 RU
251 251 RU2604 20251010 ... 15310 15290 RU
252 252 RU2605 20251010 ... 15315 15290 RU
253 253 RU2606 20251010 ... 15315 15270 RU
254 254 RU2607 20251010 ... 15400 15370 RU
255 255 RU2608 20251010 ... 15375 15300 RU
256 256 RU2609 20251010 ... 15365 15315 RU
257 257 NR2510 20251010 ... 12310 12220 NR
258 258 NR2511 20251010 ... 12395 12385 NR
259 259 NR2512 20251010 ... 12400 12385 NR
260 260 NR2601 20251010 ... 12400 12410 NR
261 261 NR2602 20251010 ... 12370 12400 NR
262 262 NR2603 20251010 ... 12395 12390 NR
263 263 NR2604 20251010 ... 12380 12390 NR
264 264 NR2605 20251010 ... 12410 12425 NR
265 265 NR2606 20251010 ... 12410 12470 NR
266 266 NR2607 20251010 ... 12490 12535 NR
267 267 NR2608 20251010 ... 12535 12570 NR
268 268 NR2609 20251010 ... 12510 12510 NR
269 269 SP2510 20251010 ... 4808 4808 SP
270 270 SP2511 20251010 ... 4816 4812 SP
271 271 SP2512 20251010 ... 4838 4832 SP
272 272 SP2601 20251010 ... 5108 5108 SP
273 273 SP2602 20251010 ... 5118 5114 SP
274 274 SP2603 20251010 ... 5128 5130 SP
275 275 SP2604 20251010 ... 5152 5140 SP
276 276 SP2605 20251010 ... 5152 5150 SP
277 277 SP2606 20251010 ... 5190 5182 SP
278 278 SP2607 20251010 ... 5172 5170 SP
279 279 SP2608 20251010 ... 5180 5192 SP
280 280 SP2609 20251010 ... 5190 5178 SP
281 281 OP2601 20251010 ... 4224 4214 OP
282 282 OP2602 20251010 ... 4234 4224 OP
283 283 OP2603 20251010 ... 4234 4222 OP
284 284 OP2604 20251010 ... 4258 4268 OP
285 285 OP2605 20251010 ... 4260 4266 OP
286 286 OP2606 20251010 ... 4234 4234 OP
287 287 OP2607 20251010 ... 4238 4238 OP
288 288 OP2608 20251010 ... 4240 4248 OP
289 289 OP2609 20251010 ... 4242 4266 OP
290 290 EC2510 20251010 ... 1125.5 1112.5 EC
291 291 EC2512 20251010 ... 1605.1 1620.2 EC
292 292 EC2602 20251010 ... 1365.4 1410.9 EC
293 293 EC2604 20251010 ... 1084.9 1108.4 EC
294 294 EC2606 20251010 ... 1268 1294.6 EC
295 295 EC2608 20251010 ... 1405.1 1415.5 EC
296 296 SC_TAS2511 20251010 ... SC_TAS
297 297 SC_TAS2512 20251010 ... SC_TAS
298 298 SC_TAS2601 20251010 ... SC_TAS
299 299 SC_TAS2602 20251010 ... SC_TAS
[300 rows x 13 columns]
2025-10-13 18:26:17,563 - future_1d - INFO - ak.get_shfe_daily('2025-10-10') done
2025-10-13 18:26:19,331 - future_1d - INFO - save future_daily 2025-10-10 completed
symbol date open ... settle pre_settle variety
0 SC2511 20251013 455.5 ... 451.5 466.2 SC
1 SC2512 20251013 458.4 ... 453.7 468.5 SC
2 SC2601 20251013 459.5 ... 454.1 468.3 SC
3 SC2602 20251013 458.4 ... 453.8 468.2 SC
4 SC2603 20251013 460.5 ... 454.8 466.7 SC
5 SC2604 20251013 457.3 ... 455.4 465.9 SC
6 SC2605 20251013 458 ... 455.9 465.8 SC
7 SC2606 20251013 460.2 ... 453.1 465.7 SC
8 SC2607 20251013 454.2 ... 454.9 468.1 SC
9 SC2608 20251013 455.9 ... 454.1 464.4 SC
10 SC2609 20251013 456 ... 454 465.9 SC
11 SC2610 20251013 452.8 ... 449.7 464.9 SC
12 SC2612 20251013 454 ... 452.6 465 SC
13 SC2703 20251013 450.1 ... 451.6 464.2 SC
14 SC2706 20251013 451 ... 450.1 466 SC
15 SC2709 20251013 450.6 ... 450.6 463.3 SC
16 SC2712 20251013 452.8 ... 451 461.8 SC
17 SC2803 20251013 449.9 ... 449 458 SC
18 SC2806 20251013 449.2 ... 449.9 456.6 SC
19 SC2809 20251013 453.8 ... 451.2 457.8 SC
21 LU2511 20251013 3245 ... 3220 3327 LU
22 LU2512 20251013 3269 ... 3240 3332 LU
23 LU2601 20251013 3256 ... 3232 3313 LU
24 LU2602 20251013 3253 ... 3229 3304 LU
25 LU2603 20251013 3233 ... 3232 3303 LU
26 LU2604 20251013 3276 ... 3247 3277 LU
27 LU2605 20251013 3231 ... 3222 3286 LU
28 LU2606 20251013 3211 ... 3210 3255 LU
29 LU2607 20251013 3209 ... 3208 3259 LU
30 LU2608 20251013 3206 ... 3205 3257 LU
31 LU2609 20251013 3207 ... 3208 3257 LU
32 LU2610 20251013 3219 ... 3209 3260 LU
34 NR2510 20251013 12000 ... 11960 12310 NR
35 NR2511 20251013 12340 ... 12085 12395 NR
36 NR2512 20251013 12360 ... 12080 12400 NR
37 NR2601 20251013 12380 ... 12100 12400 NR
38 NR2602 20251013 12290 ... 12035 12370 NR
39 NR2603 20251013 12255 ... 12085 12395 NR
40 NR2604 20251013 12235 ... 12090 12380 NR
41 NR2605 20251013 12245 ... 12095 12410 NR
42 NR2606 20251013 12095 ... 12095 12410 NR
43 NR2607 20251013 12115 ... 12115 12490 NR
44 NR2608 20251013 12370 ... 12205 12535 NR
45 NR2609 20251013 12405 ... 12250 12510 NR
47 BC2510 20251013 75030 ... 75030 76060 BC
48 BC2511 20251013 76740 ... 75420 77210 BC
49 BC2512 20251013 76800 ... 75700 77230 BC
50 BC2601 20251013 75730 ... 75730 77150 BC
51 BC2602 20251013 ... 76660 76900 BC
52 BC2603 20251013 76740 ... 76740 77470 BC
53 BC2604 20251013 ... 76740 77000 BC
54 BC2605 20251013 ... 75900 75900 BC
55 BC2606 20251013 ... 75880 75880 BC
56 BC2607 20251013 ... 76850 76850 BC
57 BC2608 20251013 ... 75800 75800 BC
58 BC2609 20251013 76130 ... 76130 75710 BC
60 EC2510 20251013 1129.9 ... 1133.1 1125.5 EC
61 EC2512 20251013 1526 ... 1559.4 1605.1 EC
62 EC2602 20251013 1300 ... 1358 1365.4 EC
63 EC2604 20251013 1050 ... 1090.9 1084.9 EC
64 EC2606 20251013 1248.5 ... 1254.5 1268 EC
65 EC2608 20251013 1350 ... 1388.7 1405.1 EC
68 SC_TAS2511 20251013 ... SC_TAS
69 SC_TAS2512 20251013 ... SC_TAS
70 SC_TAS2601 20251013 ... SC_TAS
71 SC_TAS2602 20251013 ... SC_TAS
[66 rows x 12 columns]
2025-10-13 18:26:28,200 - future_1d - INFO - ak.get_ine_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 a2511 20251013 3949.00 ... 3968.00 3958.00 A
1 a2601 20251013 3943.00 ... 3969.00 3958.00 A
2 a2603 20251013 3956.00 ... 3971.00 3959.00 A
3 a2605 20251013 3984.00 ... 4004.00 3998.00 A
4 a2607 20251013 3988.00 ... 4003.00 3991.00 A
5 a2609 20251013 4000.00 ... 4008.00 3996.00 A
6 b2510 20251013 0.00 ... 3619.00 3619.00 B
7 b2511 20251013 3606.00 ... 3628.00 3624.00 B
8 b2512 20251013 3646.00 ... 3656.00 3649.00 B
9 b2601 20251013 3650.00 ... 3651.00 3651.00 B
10 b2602 20251013 3654.00 ... 3656.00 3660.00 B
11 b2603 20251013 3615.00 ... 3617.00 3623.00 B
12 b2604 20251013 3541.00 ... 3537.00 3530.00 B
13 b2605 20251013 3456.00 ... 3459.00 3464.00 B
14 b2606 20251013 3446.00 ... 3436.00 3439.00 B
15 b2607 20251013 3453.00 ... 3434.00 3441.00 B
16 b2608 20251013 3540.00 ... 3529.00 3533.00 B
17 b2609 20251013 3564.00 ... 3548.00 3567.00 B
18 bb2511 20251013 146.30 ... 144.65 139.40 BB
19 bb2601 20251013 147.20 ... 146.60 147.05 BB
20 bb2603 20251013 146.95 ... 146.50 147.05 BB
21 bb2605 20251013 0.00 ... 146.70 147.25 BB
22 bb2607 20251013 0.00 ... 151.60 152.15 BB
23 bb2609 20251013 0.00 ... 151.60 152.15 BB
24 bz2603 20251013 5722.00 ... 5707.00 5733.00 BZ
25 bz2604 20251013 5686.00 ... 5691.00 5706.00 BZ
26 bz2605 20251013 5690.00 ... 5697.00 5731.00 BZ
27 bz2606 20251013 0.00 ... 5672.00 5672.00 BZ
28 bz2607 20251013 5683.00 ... 5689.00 5747.00 BZ
29 bz2608 20251013 5671.00 ... 5646.00 5736.00 BZ
30 bz2609 20251013 0.00 ... 5803.00 5835.00 BZ
31 c2511 20251013 2123.00 ... 2107.00 2131.00 C
32 c2601 20251013 2123.00 ... 2114.00 2125.00 C
33 c2603 20251013 2140.00 ... 2130.00 2139.00 C
34 c2605 20251013 2204.00 ... 2197.00 2202.00 C
35 c2607 20251013 2214.00 ... 2211.00 2214.00 C
36 c2609 20251013 2228.00 ... 2227.00 2228.00 C
37 cs2511 20251013 2433.00 ... 2413.00 2428.00 CS
38 cs2601 20251013 2432.00 ... 2413.00 2433.00 CS
39 cs2603 20251013 2440.00 ... 2426.00 2443.00 CS
40 cs2605 20251013 2528.00 ... 2522.00 2531.00 CS
41 cs2607 20251013 2536.00 ... 2535.00 2536.00 CS
42 cs2609 20251013 2578.00 ... 2576.00 2579.00 CS
43 eb2510 20251013 6670.00 ... 6670.00 6699.00 EB
44 eb2511 20251013 6728.00 ... 6714.00 6782.00 EB
45 eb2512 20251013 6592.00 ... 6723.00 6796.00 EB
46 eb2601 20251013 6765.00 ... 6754.00 6824.00 EB
47 eb2602 20251013 6810.00 ... 6802.00 6857.00 EB
48 eb2603 20251013 6856.00 ... 6843.00 6903.00 EB
49 eb2604 20251013 6874.00 ... 6871.00 6953.00 EB
50 eb2605 20251013 6924.00 ... 6906.00 6981.00 EB
51 eb2606 20251013 6931.00 ... 6923.00 6957.00 EB
52 eb2607 20251013 6921.00 ... 6918.00 6945.00 EB
53 eb2608 20251013 6916.00 ... 6943.00 6987.00 EB
54 eb2609 20251013 6924.00 ... 6964.00 7018.00 EB
55 eg2510 20251013 4167.00 ... 4156.00 4197.00 EG
56 eg2511 20251013 4107.00 ... 4129.00 4147.00 EG
57 eg2512 20251013 4132.00 ... 4112.00 4132.00 EG
58 eg2601 20251013 4106.00 ... 4112.00 4137.00 EG
59 eg2602 20251013 4131.00 ... 4126.00 4133.00 EG
60 eg2603 20251013 4148.00 ... 4140.00 4128.00 EG
61 eg2604 20251013 4170.00 ... 4181.00 4210.00 EG
62 eg2605 20251013 4176.00 ... 4197.00 4208.00 EG
63 eg2606 20251013 0.00 ... 4211.00 4211.00 EG
64 eg2607 20251013 4191.00 ... 4193.00 4228.00 EG
65 eg2608 20251013 4200.00 ... 4200.00 4233.00 EG
66 eg2609 20251013 0.00 ... 4267.00 4267.00 EG
67 fb2510 20251013 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251013 1262.00 ... 1262.00 1265.00 FB
69 fb2512 20251013 1259.50 ... 1263.50 1261.50 FB
70 fb2601 20251013 1270.00 ... 1269.00 1262.50 FB
71 fb2602 20251013 1267.00 ... 1271.50 1268.00 FB
72 fb2603 20251013 1262.00 ... 1261.50 1260.50 FB
73 fb2604 20251013 1269.00 ... 1269.00 1265.00 FB
74 fb2605 20251013 1273.00 ... 1273.00 1299.00 FB
75 fb2606 20251013 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251013 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251013 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251013 0.00 ... 1296.00 1296.00 FB
79 i2510 20251013 815.00 ... 813.50 816.00 I
80 i2511 20251013 814.50 ... 814.00 811.50 I
81 i2512 20251013 808.00 ... 808.50 804.50 I
82 i2601 20251013 800.50 ... 798.50 795.50 I
83 i2602 20251013 794.00 ... 795.00 790.50 I
84 i2603 20251013 789.00 ... 788.00 786.00 I
85 i2604 20251013 784.50 ... 784.50 781.50 I
86 i2605 20251013 779.00 ... 776.00 774.50 I
87 i2606 20251013 771.50 ... 770.00 768.50 I
88 i2607 20251013 767.00 ... 766.00 763.50 I
89 i2608 20251013 762.00 ... 761.00 759.00 I
90 i2609 20251013 757.00 ... 755.50 754.00 I
91 j2510 20251013 0.00 ... 1600.00 1600.50 J
92 j2511 20251013 1595.50 ... 1586.50 1603.00 J
93 j2512 20251013 1635.50 ... 1617.00 1633.50 J
94 j2601 20251013 1670.00 ... 1648.50 1661.50 J
95 j2602 20251013 1679.00 ... 1679.00 1692.00 J
96 j2603 20251013 1705.50 ... 1705.50 1707.50 J
97 j2604 20251013 1783.50 ... 1773.50 1797.50 J
98 j2605 20251013 1822.00 ... 1797.00 1813.50 J
99 j2606 20251013 0.00 ... 1823.50 1833.50 J
100 j2607 20251013 0.00 ... 1833.50 1833.50 J
101 j2608 20251013 0.00 ... 1865.00 1865.00 J
102 j2609 20251013 1892.50 ... 1879.50 1905.00 J
103 jd2510 20251013 2511.00 ... 2552.00 2592.00 JD
104 jd2511 20251013 2780.00 ... 2804.00 2836.00 JD
105 jd2512 20251013 2945.00 ... 2965.00 2983.00 JD
106 jd2601 20251013 3150.00 ... 3183.00 3189.00 JD
107 jd2602 20251013 3015.00 ... 3020.00 3044.00 JD
108 jd2603 20251013 3078.00 ... 3059.00 3103.00 JD
109 jd2604 20251013 3229.00 ... 3187.00 3240.00 JD
110 jd2605 20251013 3395.00 ... 3372.00 3415.00 JD
111 jd2606 20251013 3269.00 ... 3257.00 3274.00 JD
112 jd2607 20251013 3514.00 ... 3504.00 3515.00 JD
113 jd2608 20251013 3972.00 ... 3978.00 3974.00 JD
114 jd2609 20251013 3860.00 ... 3870.00 3857.00 JD
115 jm2510 20251013 916.00 ... 924.00 968.00 JM
116 jm2511 20251013 1014.00 ... 1001.50 1016.50 JM
117 jm2512 20251013 1090.50 ... 1071.00 1092.00 JM
118 jm2601 20251013 1163.00 ... 1145.00 1165.00 JM
119 jm2602 20251013 1196.50 ... 1176.50 1195.00 JM
120 jm2603 20251013 1221.50 ... 1198.50 1217.00 JM
121 jm2604 20251013 1244.50 ... 1221.00 1238.50 JM
122 jm2605 20251013 1260.00 ... 1240.50 1262.00 JM
123 jm2606 20251013 1264.50 ... 1255.00 1282.00 JM
124 jm2607 20251013 1290.00 ... 1281.00 1303.00 JM
125 jm2608 20251013 1331.00 ... 1304.50 1327.00 JM
126 jm2609 20251013 1340.00 ... 1327.00 1347.00 JM
127 l2510 20251013 6964.00 ... 6948.00 6989.00 L
128 l2511 20251013 7001.00 ... 6989.00 7032.00 L
129 l2512 20251013 7009.00 ... 6999.00 7044.00 L
130 l2601 20251013 7015.00 ... 7005.00 7052.00 L
131 l2602 20251013 7013.00 ... 7001.00 7042.00 L
132 l2603 20251013 7026.00 ... 7013.00 7057.00 L
133 l2604 20251013 7061.00 ... 7059.00 7099.00 L
134 l2605 20251013 7050.00 ... 7039.00 7084.00 L
135 l2606 20251013 7039.00 ... 7047.00 7079.00 L
136 l2607 20251013 7065.00 ... 7065.00 7106.00 L
137 l2608 20251013 7079.00 ... 7079.00 7145.00 L
138 l2609 20251013 7100.00 ... 7083.00 7134.00 L
139 lg2511 20251013 818.00 ... 808.00 825.00 LG
140 lg2601 20251013 827.00 ... 823.00 827.50 LG
141 lg2603 20251013 827.50 ... 829.00 830.50 LG
142 lg2605 20251013 828.50 ... 830.00 832.50 LG
143 lg2607 20251013 831.50 ... 831.50 834.00 LG
144 lg2609 20251013 832.00 ... 832.00 833.00 LG
145 lh2511 20251013 11400.00 ... 11225.00 11455.00 LH
146 lh2601 20251013 12260.00 ... 12150.00 12215.00 LH
147 lh2603 20251013 11950.00 ... 11835.00 11985.00 LH
148 lh2605 20251013 12465.00 ... 12440.00 12505.00 LH
149 lh2607 20251013 13280.00 ... 13220.00 13260.00 LH
150 lh2609 20251013 13885.00 ... 13880.00 13895.00 LH
151 m2511 20251013 2910.00 ... 2918.00 2897.00 M
152 m2512 20251013 2928.00 ... 2954.00 2937.00 M
153 m2601 20251013 2932.00 ... 2936.00 2924.00 M
154 m2603 20251013 2900.00 ... 2911.00 2899.00 M
155 m2605 20251013 2750.00 ... 2751.00 2755.00 M
156 m2607 20251013 2732.00 ... 2736.00 2738.00 M
157 m2608 20251013 2862.00 ... 2858.00 2863.00 M
158 m2609 20251013 2863.00 ... 2861.00 2867.00 M
159 p2510 20251013 9216.00 ... 9214.00 9416.00 P
160 p2511 20251013 9312.00 ... 9274.00 9382.00 P
161 p2512 20251013 9370.00 ... 9326.00 9444.00 P
162 p2601 20251013 9438.00 ... 9376.00 9488.00 P
163 p2602 20251013 9434.00 ... 9358.00 9472.00 P
164 p2603 20251013 9402.00 ... 9352.00 9436.00 P
165 p2604 20251013 9338.00 ... 9298.00 9384.00 P
166 p2605 20251013 9260.00 ... 9218.00 9294.00 P
167 p2606 20251013 9148.00 ... 9120.00 9200.00 P
168 p2607 20251013 9052.00 ... 9012.00 9090.00 P
169 p2608 20251013 8970.00 ... 8958.00 9038.00 P
170 p2609 20251013 8894.00 ... 8866.00 8926.00 P
171 pg2510 20251013 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251013 4053.00 ... 4069.00 4063.00 PG
173 pg2512 20251013 3985.00 ... 3978.00 3982.00 PG
174 pg2601 20251013 3917.00 ... 3909.00 3927.00 PG
175 pg2602 20251013 3864.00 ... 3848.00 3870.00 PG
176 pg2603 20251013 3800.00 ... 3781.00 3811.00 PG
177 pg2604 20251013 4196.00 ... 4166.00 4148.00 PG
178 pg2605 20251013 4119.00 ... 4093.00 4110.00 PG
179 pg2606 20251013 4042.00 ... 4047.00 4062.00 PG
180 pg2607 20251013 3980.00 ... 3984.00 4011.00 PG
181 pg2608 20251013 3981.00 ... 3930.00 3967.00 PG
182 pg2609 20251013 3909.00 ... 3876.00 3932.00 PG
183 pp2510 20251013 6616.00 ... 6611.00 6630.00 PP
184 pp2511 20251013 6631.00 ... 6639.00 6664.00 PP
185 pp2512 20251013 6676.00 ... 6679.00 6701.00 PP
186 pp2601 20251013 6709.00 ... 6708.00 6734.00 PP
187 pp2602 20251013 6700.00 ... 6704.00 6723.00 PP
188 pp2603 20251013 6700.00 ... 6705.00 6721.00 PP
189 pp2604 20251013 6722.00 ... 6738.00 6751.00 PP
190 pp2605 20251013 6732.00 ... 6763.00 6779.00 PP
191 pp2606 20251013 6711.00 ... 6733.00 6743.00 PP
192 pp2607 20251013 6716.00 ... 6694.00 6740.00 PP
193 pp2608 20251013 6748.00 ... 6709.00 6779.00 PP
194 pp2609 20251013 6760.00 ... 6754.00 6802.00 PP
195 rr2510 20251013 3623.00 ... 3604.00 3612.00 RR
196 rr2511 20251013 3626.00 ... 3619.00 3627.00 RR
197 rr2512 20251013 3608.00 ... 3611.00 3605.00 RR
198 rr2601 20251013 3637.00 ... 3642.00 3634.00 RR
199 rr2602 20251013 3620.00 ... 3628.00 3618.00 RR
200 rr2603 20251013 3613.00 ... 3621.00 3617.00 RR
201 rr2604 20251013 3622.00 ... 3622.00 3623.00 RR
202 rr2605 20251013 3612.00 ... 3618.00 3617.00 RR
203 rr2606 20251013 0.00 ... 3615.00 3615.00 RR
204 rr2607 20251013 3636.00 ... 3636.00 3617.00 RR
205 rr2608 20251013 3568.00 ... 3595.00 3620.00 RR
206 rr2609 20251013 3607.00 ... 3636.00 3626.00 RR
207 v2510 20251013 4609.00 ... 4606.00 4625.00 V
208 v2511 20251013 4632.00 ... 4636.00 4665.00 V
209 v2512 20251013 4688.00 ... 4675.00 4706.00 V
210 v2601 20251013 4730.00 ... 4720.00 4754.00 V
211 v2602 20251013 4761.00 ... 4758.00 4790.00 V
212 v2603 20251013 4793.00 ... 4792.00 4825.00 V
213 v2604 20251013 5004.00 ... 5000.00 5025.00 V
214 v2605 20251013 5054.00 ... 5037.00 5072.00 V
215 v2606 20251013 5072.00 ... 5070.00 5104.00 V
216 v2607 20251013 5110.00 ... 5108.00 5147.00 V
217 v2608 20251013 5138.00 ... 5148.00 5171.00 V
218 v2609 20251013 5194.00 ... 5176.00 5212.00 V
219 y2511 20251013 8290.00 ... 8284.00 8326.00 Y
220 y2512 20251013 8322.00 ... 8322.00 8370.00 Y
221 y2601 20251013 8282.00 ... 8282.00 8324.00 Y
222 y2603 20251013 8248.00 ... 8214.00 8266.00 Y
223 y2605 20251013 8032.00 ... 8030.00 8068.00 Y
224 y2607 20251013 7996.00 ... 7974.00 8014.00 Y
225 y2608 20251013 7986.00 ... 7968.00 8024.00 Y
226 y2609 20251013 7948.00 ... 7940.00 7988.00 Y
[227 rows x 12 columns]
2025-10-13 18:26:28,876 - future_1d - INFO - ak.get_dce_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 IC2510 20251013 7200.000 ... 7342.600 7389.600 IC
1 IC2511 20251013 7051.200 ... 7267.400 7320.000 IC
2 IC2512 20251013 7100.000 ... 7221.400 7272.600 IC
3 IC2603 20251013 6900.000 ... 7055.200 7109.200 IC
4 IF2510 20251013 4520.000 ... 4580.400 4615.200 IF
5 IF2511 20251013 4557.200 ... 4569.800 4603.600 IF
6 IF2512 20251013 4520.000 ... 4559.400 4593.200 IF
7 IF2603 20251013 4500.200 ... 4539.400 4571.200 IF
8 IH2510 20251013 2924.200 ... 2964.200 2974.000 IH
9 IH2511 20251013 2920.000 ... 2961.000 2973.200 IH
10 IH2512 20251013 2930.000 ... 2961.200 2973.200 IH
11 IH2603 20251013 2926.400 ... 2962.000 2972.600 IH
12 IM2510 20251013 7377.400 ... 7473.000 7519.600 IM
13 IM2511 20251013 7198.000 ... 7381.400 7427.400 IM
14 IM2512 20251013 7156.000 ... 7303.800 7346.400 IM
15 IM2603 20251013 6950.000 ... 7076.600 7127.400 IM
16 T2512 20251013 108.155 ... 108.050 107.960 T
17 T2603 20251013 105.515 ... 107.720 107.665 T
18 T2606 20251013 105.385 ... 107.625 107.535 T
19 TF2512 20251013 105.755 ... 105.665 105.655 TF
20 TF2603 20251013 105.620 ... 105.560 105.555 TF
21 TF2606 20251013 105.635 ... 105.570 105.575 TF
22 TL2512 20251013 114.700 ... 114.370 114.020 TL
23 TL2603 20251013 113.830 ... 114.030 113.690 TL
24 TL2606 20251013 109.640 ... 113.990 113.610 TL
25 TS2512 20251013 102.390 ... 102.366 102.352 TS
26 TS2603 20251013 102.298 ... 102.270 102.264 TS
27 TS2606 20251013 102.350 ... 102.332 102.324 TS
[28 rows x 12 columns]
2025-10-13 18:26:28,985 - future_1d - INFO - ak.get_cffex_daily('2025-10-13') done
symbol date open ... settle pre_settle variety
0 PS2510 20251013 0.0 ... 48935.0 50770.0 PS
1 PS2511 20251013 48575.0 ... 48745.0 49915.0 PS
2 PS2512 20251013 51060.0 ... 51255.0 52635.0 PS
3 PS2601 20251013 51000.0 ... 51225.0 52560.0 PS
4 PS2602 20251013 51035.0 ... 50965.0 52415.0 PS
5 PS2603 20251013 51650.0 ... 51050.0 52595.0 PS
6 PS2604 20251013 50915.0 ... 50915.0 52535.0 PS
7 PS2605 20251013 51035.0 ... 50960.0 52395.0 PS
8 PS2606 20251013 53335.0 ... 53035.0 54405.0 PS
9 PS2607 20251013 52990.0 ... 52870.0 54390.0 PS
10 PS2608 20251013 52505.0 ... 52975.0 54265.0 PS
11 PS2609 20251013 52825.0 ... 52870.0 54075.0 PS
13 SI2510 20251013 8660.0 ... 8695.0 8655.0 SI
14 SI2511 20251013 8595.0 ... 8710.0 8725.0 SI
15 SI2512 20251013 9000.0 ... 9075.0 9095.0 SI
16 SI2601 20251013 8865.0 ... 9025.0 9055.0 SI
17 SI2602 20251013 8940.0 ... 9025.0 9060.0 SI
18 SI2603 20251013 8900.0 ... 9030.0 9020.0 SI
19 SI2604 20251013 8975.0 ... 9050.0 9085.0 SI
20 SI2605 20251013 9000.0 ... 9055.0 9085.0 SI
21 SI2606 20251013 8940.0 ... 9040.0 9105.0 SI
22 SI2607 20251013 9005.0 ... 9085.0 9150.0 SI
23 SI2608 20251013 9020.0 ... 9095.0 9120.0 SI
24 SI2609 20251013 9020.0 ... 9095.0 9135.0 SI
27 LC2510 20251013 72000.0 ... 72040.0 72980.0 LC
28 LC2511 20251013 72800.0 ... 72320.0 73100.0 LC
29 LC2512 20251013 72000.0 ... 72520.0 73300.0 LC
30 LC2601 20251013 72100.0 ... 72520.0 73280.0 LC
31 LC2602 20251013 72400.0 ... 72440.0 73140.0 LC
32 LC2603 20251013 72320.0 ... 72460.0 73080.0 LC
33 LC2604 20251013 72900.0 ... 72880.0 73600.0 LC
34 LC2605 20251013 72920.0 ... 72960.0 73620.0 LC
35 LC2606 20251013 72980.0 ... 72920.0 73460.0 LC
36 LC2607 20251013 72800.0 ... 72900.0 73480.0 LC
37 LC2608 20251013 73000.0 ... 73020.0 73700.0 LC
38 LC2609 20251013 73020.0 ... 73080.0 73760.0 LC
[36 rows x 12 columns]
2025-10-13 18:26:29,199 - future_1d - INFO - ak.get_gfex_daily('2025-10-13') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251013 9179.0 9184.0 ... 247.60 9170.0 9037.0 AP
1 AP511 20251013 8770.0 8770.0 ... 15123.95 8697.0 8747.0 AP
2 AP512 20251013 8695.0 8695.0 ... 2074.47 8644.0 8689.0 AP
3 AP601 20251013 8723.0 8723.0 ... 833542.16 8665.0 8721.0 AP
4 AP603 20251013 8580.0 8605.0 ... 3473.66 8556.0 8580.0 AP
5 AP604 20251013 8600.0 8628.0 ... 1519.73 8586.0 8592.0 AP
6 AP605 20251013 8688.0 8707.0 ... 39803.70 8651.0 8640.0 AP
7 CF511 20251013 13250.0 13390.0 ... 349777.06 13330.0 13340.0 CF
8 CF601 20251013 13265.0 13365.0 ... 1873355.61 13285.0 13355.0 CF
9 CF603 20251013 13300.0 13375.0 ... 119069.36 13300.0 13335.0 CF
10 CF605 20251013 13300.0 13410.0 ... 478502.79 13325.0 13405.0 CF
11 CF607 20251013 13365.0 13435.0 ... 1854.27 13340.0 13435.0 CF
12 CF609 20251013 13510.0 13590.0 ... 5072.95 13510.0 13590.0 CF
13 CJ512 20251013 11040.0 11140.0 ... 7329.95 11065.0 11015.0 CJ
14 CJ601 20251013 11165.0 11245.0 ... 980120.35 11150.0 11110.0 CJ
15 CJ603 20251013 11105.0 11190.0 ... 12708.03 11100.0 11060.0 CJ
16 CJ605 20251013 11245.0 11300.0 ... 146275.18 11220.0 11170.0 CJ
17 CJ607 20251013 11275.0 11370.0 ... 1975.92 11290.0 11225.0 CJ
18 CJ609 20251013 11375.0 11480.0 ... 1180.63 11405.0 11365.0 CJ
19 CY510 20251013 0.0 0.0 ... 0.00 19455.0 19515.0 CY
20 CY511 20251013 19715.0 19790.0 ... 11478.36 19720.0 19725.0 CY
21 CY512 20251013 19100.0 19100.0 ... 19.10 19100.0 19310.0 CY
22 CY601 20251013 19290.0 19435.0 ... 107116.74 19355.0 19415.0 CY
23 CY602 20251013 19595.0 19595.0 ... 9.80 19595.0 19485.0 CY
24 CY603 20251013 19540.0 19540.0 ... 29.31 19540.0 19560.0 CY
25 CY604 20251013 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251013 19540.0 19590.0 ... 39.11 19555.0 19575.0 CY
27 CY606 20251013 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251013 0.0 0.0 ... 0.00 19845.0 19850.0 CY
29 CY608 20251013 19535.0 19550.0 ... 29.32 19545.0 19335.0 CY
30 CY609 20251013 19700.0 19745.0 ... 29.59 19725.0 19805.0 CY
31 FG510 20251013 1081.0 1087.0 ... 34.74 1086.0 1099.0 FG
32 FG511 20251013 1095.0 1099.0 ... 225738.73 1085.0 1117.0 FG
33 FG512 20251013 1209.0 1209.0 ... 89147.14 1186.0 1230.0 FG
34 FG601 20251013 1195.0 1199.0 ... 4880151.55 1178.0 1224.0 FG
35 FG602 20251013 1262.0 1276.0 ... 39225.58 1240.0 1282.0 FG
36 FG603 20251013 1263.0 1280.0 ... 85376.23 1244.0 1288.0 FG
37 FG604 20251013 1329.0 1329.0 ... 2460.54 1312.0 1355.0 FG
38 FG605 20251013 1325.0 1327.0 ... 237964.57 1310.0 1351.0 FG
39 FG606 20251013 1352.0 1355.0 ... 2005.55 1344.0 1384.0 FG
40 FG607 20251013 1350.0 1350.0 ... 3246.68 1338.0 1372.0 FG
41 FG608 20251013 1394.0 1399.0 ... 1969.34 1389.0 1416.0 FG
42 FG609 20251013 1400.0 1400.0 ... 7377.54 1390.0 1417.0 FG
43 JR511 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251013 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251013 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251013 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251013 2204.0 2231.0 ... 553.95 2216.0 2204.0 MA
52 MA511 20251013 2255.0 2312.0 ... 111083.11 2288.0 2243.0 MA
53 MA512 20251013 2288.0 2337.0 ... 114888.52 2319.0 2270.0 MA
54 MA601 20251013 2310.0 2358.0 ... 2948666.47 2335.0 2295.0 MA
55 MA602 20251013 2336.0 2383.0 ... 114827.03 2364.0 2326.0 MA
56 MA603 20251013 2358.0 2396.0 ... 139502.89 2380.0 2347.0 MA
57 MA604 20251013 2363.0 2389.0 ... 142.84 2381.0 2360.0 MA
58 MA605 20251013 2351.0 2377.0 ... 366079.27 2361.0 2346.0 MA
59 MA606 20251013 2366.0 2378.0 ... 23.68 2368.0 2351.0 MA
60 MA607 20251013 2338.0 2357.0 ... 455.40 2347.0 2341.0 MA
61 MA608 20251013 2334.0 2349.0 ... 16.37 2338.0 2347.0 MA
62 MA609 20251013 2315.0 2332.0 ... 4651.40 2319.0 2321.0 MA
63 OI511 20251013 10226.0 10232.0 ... 245449.62 10149.0 10308.0 OI
64 OI601 20251013 10058.0 10064.0 ... 2729776.83 9987.0 10138.0 OI
65 OI603 20251013 9858.0 9874.0 ... 311421.85 9818.0 9916.0 OI
66 OI605 20251013 9590.0 9605.0 ... 133233.75 9549.0 9652.0 OI
67 OI607 20251013 9521.0 9536.0 ... 1081.75 9489.0 9559.0 OI
68 OI609 20251013 9472.0 9482.0 ... 1113.52 9437.0 9512.0 OI
69 PF510 20251013 6162.0 6162.0 ... 86.24 6160.0 6200.0 PF
70 PF511 20251013 6188.0 6208.0 ... 369690.63 6184.0 6228.0 PF
71 PF512 20251013 6152.0 6162.0 ... 750754.31 6136.0 6184.0 PF
72 PF601 20251013 6198.0 6206.0 ... 83485.03 6180.0 6230.0 PF
73 PF602 20251013 6156.0 6168.0 ... 378806.48 6146.0 6188.0 PF
74 PF603 20251013 6136.0 6154.0 ... 27467.79 6126.0 6184.0 PF
75 PF604 20251013 6220.0 6242.0 ... 121.06 6208.0 6246.0 PF
76 PF605 20251013 6238.0 6248.0 ... 453.17 6208.0 6262.0 PF
77 PF606 20251013 6220.0 6252.0 ... 195.73 6214.0 6280.0 PF
78 PF607 20251013 6266.0 6272.0 ... 99.79 6238.0 6302.0 PF
79 PF608 20251013 6290.0 6292.0 ... 18.80 6268.0 6326.0 PF
80 PF609 20251013 6288.0 6294.0 ... 37.64 6274.0 6360.0 PF
81 PK510 20251013 7850.0 8134.0 ... 321.99 7854.0 7678.0 PK
82 PK511 20251013 7810.0 7932.0 ... 518888.53 7866.0 7816.0 PK
83 PK512 20251013 7810.0 7986.0 ... 200933.09 7874.0 7792.0 PK
84 PK601 20251013 7860.0 8040.0 ... 497693.03 7934.0 7838.0 PK
85 PK603 20251013 7878.0 8110.0 ... 108199.06 7994.0 7886.0 PK
86 PK604 20251013 7922.0 8114.0 ... 1134.44 8018.0 7924.0 PK
87 PK605 20251013 7958.0 8158.0 ... 34007.03 8044.0 7928.0 PK
88 PL601 20251013 6205.0 6219.0 ... 84232.37 6190.0 6205.0 PL
89 PL602 20251013 6241.0 6252.0 ... 15931.23 6228.0 6242.0 PL
90 PL603 20251013 6229.0 6243.0 ... 16274.40 6221.0 6240.0 PL
91 PL604 20251013 0.0 0.0 ... 0.00 6239.0 6239.0 PL
92 PL605 20251013 6202.0 6219.0 ... 148.72 6197.0 6200.0 PL
93 PL606 20251013 6183.0 6183.0 ... 12.37 6183.0 6290.0 PL
94 PL607 20251013 6199.0 6257.0 ... 62.11 6211.0 6244.0 PL
95 PL608 20251013 0.0 0.0 ... 0.00 6415.0 6429.0 PL
96 PL609 20251013 0.0 0.0 ... 0.00 6331.0 6343.0 PL
97 PM511 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251013 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251013 0.0 0.0 ... 0.00 5710.0 5738.0 PR
104 PR511 20251013 5688.0 5694.0 ... 63099.17 5674.0 5734.0 PR
105 PR512 20251013 5646.0 5670.0 ... 307170.80 5650.0 5702.0 PR
106 PR601 20251013 5618.0 5650.0 ... 276097.42 5628.0 5686.0 PR
107 PR602 20251013 5684.0 5690.0 ... 78682.13 5666.0 5712.0 PR
108 PR603 20251013 5686.0 5702.0 ... 630.68 5682.0 5728.0 PR
109 PR604 20251013 5722.0 5732.0 ... 436.49 5706.0 5750.0 PR
110 PR605 20251013 5742.0 5750.0 ... 360.94 5730.0 5800.0 PR
111 PR606 20251013 5780.0 5780.0 ... 17.32 5774.0 5814.0 PR
112 PR607 20251013 5768.0 5768.0 ... 25.90 5756.0 5810.0 PR
113 PR608 20251013 5770.0 5770.0 ... 8.66 5770.0 5790.0 PR
114 PR609 20251013 5768.0 5768.0 ... 8.65 5768.0 5832.0 PR
115 PX510 20251013 0.0 0.0 ... 0.00 6402.0 6458.0 PX
116 PX511 20251013 6484.0 6502.0 ... 352883.64 6464.0 6532.0 PX
117 PX512 20251013 6478.0 6484.0 ... 116018.56 6444.0 6516.0 PX
118 PX601 20251013 6470.0 6478.0 ... 358197.49 6440.0 6508.0 PX
119 PX602 20251013 6466.0 6488.0 ... 113321.41 6454.0 6516.0 PX
120 PX603 20251013 6392.0 6486.0 ... 89774.39 6450.0 6518.0 PX
121 PX604 20251013 0.0 0.0 ... 0.00 6468.0 6552.0 PX
122 PX605 20251013 6476.0 6508.0 ... 1731.32 6472.0 6530.0 PX
123 PX606 20251013 6478.0 6480.0 ... 6.48 6480.0 6498.0 PX
124 PX607 20251013 0.0 0.0 ... 0.00 6498.0 6552.0 PX
125 PX608 20251013 6494.0 6514.0 ... 9.76 6506.0 6540.0 PX
126 PX609 20251013 6402.0 6530.0 ... 48.61 6482.0 6532.0 PX
127 RI511 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251013 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251013 2446.0 2476.0 ... 110910.67 2414.0 2455.0 RM
134 RM601 20251013 2390.0 2425.0 ... 690544.91 2398.0 2406.0 RM
135 RM603 20251013 2325.0 2347.0 ... 6457.38 2328.0 2336.0 RM
136 RM605 20251013 2323.0 2344.0 ... 135988.57 2323.0 2330.0 RM
137 RM607 20251013 2317.0 2335.0 ... 7481.71 2313.0 2322.0 RM
138 RM608 20251013 2415.0 2437.0 ... 495.84 2419.0 2426.0 RM
139 RM609 20251013 2412.0 2427.0 ... 3120.69 2408.0 2415.0 RM
140 RS511 20251013 5350.0 5570.0 ... 626.26 5399.0 5235.0 RS
141 RS607 20251013 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251013 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251013 5460.0 5466.0 ... 10.93 5463.0 5561.0 RS
144 SA510 20251013 1155.0 1164.0 ... 719.06 1156.0 1164.0 SA
145 SA511 20251013 1169.0 1184.0 ... 150992.97 1175.0 1182.0 SA
146 SA512 20251013 1229.0 1242.0 ... 203034.69 1233.0 1241.0 SA
147 SA601 20251013 1238.0 1254.0 ... 2759861.68 1243.0 1253.0 SA
148 SA602 20251013 1279.0 1289.0 ... 310592.08 1281.0 1289.0 SA
149 SA603 20251013 1285.0 1297.0 ... 362749.76 1287.0 1296.0 SA
150 SA604 20251013 1324.0 1351.0 ... 1469.97 1331.0 1339.0 SA
151 SA605 20251013 1330.0 1344.0 ... 164309.02 1333.0 1347.0 SA
152 SA606 20251013 1348.0 1362.0 ... 1391.67 1354.0 1364.0 SA
153 SA607 20251013 1353.0 1367.0 ... 1357.07 1357.0 1369.0 SA
154 SA608 20251013 1393.0 1404.0 ... 447.05 1397.0 1407.0 SA
155 SA609 20251013 1401.0 1411.0 ... 5545.93 1403.0 1414.0 SA
156 SF510 20251013 5256.0 5256.0 ... 341.13 5248.0 5310.0 SF
157 SF511 20251013 5388.0 5436.0 ... 437661.58 5402.0 5458.0 SF
158 SF512 20251013 5366.0 5400.0 ... 85465.97 5370.0 5420.0 SF
159 SF601 20251013 5356.0 5390.0 ... 277937.20 5362.0 5422.0 SF
160 SF602 20251013 5300.0 5348.0 ... 126604.08 5320.0 5380.0 SF
161 SF603 20251013 5510.0 5526.0 ... 127186.78 5504.0 5550.0 SF
162 SF604 20251013 5482.0 5482.0 ... 2.74 5482.0 5526.0 SF
163 SF605 20251013 5474.0 5500.0 ... 7901.55 5478.0 5528.0 SF
164 SF606 20251013 5476.0 5476.0 ... 70.77 5444.0 5500.0 SF
165 SF607 20251013 5632.0 5632.0 ... 58.95 5614.0 5670.0 SF
166 SF608 20251013 5634.0 5634.0 ... 5.63 5628.0 5650.0 SF
167 SF609 20251013 5620.0 5636.0 ... 58.83 5604.0 5652.0 SF
168 SH510 20251013 0.0 0.0 ... 0.00 2418.0 2435.0 SH
169 SH511 20251013 2423.0 2429.0 ... 264538.74 2408.0 2416.0 SH
170 SH512 20251013 2475.0 2484.0 ... 115601.81 2463.0 2477.0 SH
171 SH601 20251013 2470.0 2474.0 ... 2131163.08 2452.0 2469.0 SH
172 SH602 20251013 2503.0 2512.0 ... 232652.22 2488.0 2507.0 SH
173 SH603 20251013 2516.0 2522.0 ... 226706.45 2497.0 2518.0 SH
174 SH604 20251013 2543.0 2568.0 ... 1469.57 2538.0 2561.0 SH
175 SH605 20251013 2566.0 2573.0 ... 17540.34 2549.0 2568.0 SH
176 SH606 20251013 2565.0 2592.0 ... 1395.18 2569.0 2590.0 SH
177 SH607 20251013 2568.0 2588.0 ... 238.80 2568.0 2586.0 SH
178 SH608 20251013 2590.0 2594.0 ... 139.76 2588.0 2601.0 SH
179 SH609 20251013 2606.0 2614.0 ... 202.58 2597.0 2610.0 SH
180 SM510 20251013 5628.0 5628.0 ... 14.07 5628.0 5632.0 SM
181 SM511 20251013 5754.0 5760.0 ... 82827.67 5736.0 5752.0 SM
182 SM512 20251013 5736.0 5766.0 ... 118658.49 5742.0 5754.0 SM
183 SM601 20251013 5734.0 5772.0 ... 455797.99 5746.0 5760.0 SM
184 SM602 20251013 5732.0 5778.0 ... 59226.86 5754.0 5768.0 SM
185 SM603 20251013 5736.0 5794.0 ... 160204.94 5766.0 5780.0 SM
186 SM604 20251013 5766.0 5770.0 ... 5.77 5768.0 5794.0 SM
187 SM605 20251013 5766.0 5800.0 ... 15677.94 5770.0 5796.0 SM
188 SM606 20251013 5784.0 5804.0 ... 34.70 5784.0 5796.0 SM
189 SM607 20251013 5790.0 5814.0 ... 11.59 5796.0 5820.0 SM
190 SM608 20251013 5834.0 5834.0 ... 5.82 5822.0 5836.0 SM
191 SM609 20251013 5792.0 5834.0 ... 1181.52 5806.0 5840.0 SM
192 SR511 20251013 5520.0 5532.0 ... 144994.96 5515.0 5553.0 SR
193 SR601 20251013 5490.0 5503.0 ... 1167868.96 5474.0 5517.0 SR
194 SR603 20251013 5485.0 5490.0 ... 180724.64 5461.0 5502.0 SR
195 SR605 20251013 5464.0 5474.0 ... 88193.18 5444.0 5485.0 SR
196 SR607 20251013 5466.0 5474.0 ... 3060.47 5446.0 5481.0 SR
197 SR609 20251013 5469.0 5480.0 ... 3429.58 5452.0 5488.0 SR
198 TA510 20251013 4466.0 4488.0 ... 17559.35 4470.0 4518.0 TA
199 TA511 20251013 4484.0 4504.0 ... 234826.64 4486.0 4534.0 TA
200 TA512 20251013 4480.0 4520.0 ... 166389.77 4500.0 4548.0 TA
201 TA601 20251013 4506.0 4532.0 ... 1361502.97 4512.0 4554.0 TA
202 TA602 20251013 4520.0 4542.0 ... 219779.69 4524.0 4568.0 TA
203 TA603 20251013 4532.0 4554.0 ... 117863.23 4536.0 4574.0 TA
204 TA604 20251013 4540.0 4556.0 ... 15.93 4554.0 4554.0 TA
205 TA605 20251013 4560.0 4580.0 ... 85276.96 4560.0 4598.0 TA
206 TA606 20251013 4552.0 4582.0 ... 18.29 4574.0 4576.0 TA
207 TA607 20251013 4578.0 4596.0 ... 16.06 4588.0 4592.0 TA
208 TA608 20251013 4588.0 4600.0 ... 16.09 4598.0 4604.0 TA
209 TA609 20251013 4600.0 4604.0 ... 2613.61 4590.0 4626.0 TA
210 UR510 20251013 1499.0 1511.0 ... 233.32 1505.0 1503.0 UR
211 UR511 20251013 1568.0 1591.0 ... 47168.91 1582.0 1576.0 UR
212 UR512 20251013 1576.0 1603.0 ... 30818.55 1594.0 1587.0 UR
213 UR601 20251013 1590.0 1617.0 ... 611518.35 1605.0 1601.0 UR
214 UR602 20251013 1595.0 1624.0 ... 23648.95 1616.0 1608.0 UR
215 UR603 20251013 1663.0 1675.0 ... 412.92 1665.0 1664.0 UR
216 UR604 20251013 1666.0 1680.0 ... 240.76 1672.0 1666.0 UR
217 UR605 20251013 1666.0 1683.0 ... 49534.15 1673.0 1672.0 UR
218 UR606 20251013 1669.0 1688.0 ... 570.05 1677.0 1676.0 UR
219 UR607 20251013 1706.0 1718.0 ... 157.47 1712.0 1711.0 UR
220 UR608 20251013 1706.0 1715.0 ... 47.85 1709.0 1705.0 UR
221 UR609 20251013 1700.0 1715.0 ... 454.03 1707.0 1703.0 UR
222 WH511 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251013 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251013 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-13 18:26:29,517 - future_1d - INFO - ak.get_czce_daily('2025-10-13') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251013 ... 84900 86530 CU
1 1 CU2511 20251013 ... 84810 86910 CU
2 2 CU2512 20251013 ... 84890 86910 CU
3 3 CU2601 20251013 ... 84840 86960 CU
4 4 CU2602 20251013 ... 84840 87010 CU
5 5 CU2603 20251013 ... 85000 87090 CU
6 6 CU2604 20251013 ... 85080 86700 CU
7 7 CU2605 20251013 ... 85420 86520 CU
8 8 CU2606 20251013 ... 84990 86870 CU
9 9 CU2607 20251013 ... 85020 86660 CU
10 10 CU2608 20251013 ... 85030 86640 CU
11 11 CU2609 20251013 ... 84920 86490 CU
12 12 BC2510 20251013 ... 75030 76060 BC
13 13 BC2511 20251013 ... 75420 77210 BC
14 14 BC2512 20251013 ... 75700 77230 BC
15 15 BC2601 20251013 ... 75730 77150 BC
16 16 BC2602 20251013 ... 76660 76900 BC
17 17 BC2603 20251013 ... 76740 77470 BC
18 18 BC2604 20251013 ... 76740 77000 BC
19 19 BC2605 20251013 ... 75900 75900 BC
20 20 BC2606 20251013 ... 75880 75880 BC
21 21 BC2607 20251013 ... 76850 76850 BC
22 22 BC2608 20251013 ... 75800 75800 BC
23 23 BC2609 20251013 ... 76130 75710 BC
24 24 AL2510 20251013 ... 20855 21055 AL
25 25 AL2511 20251013 ... 20860 21090 AL
26 26 AL2512 20251013 ... 20870 21090 AL
27 27 AL2601 20251013 ... 20865 21085 AL
28 28 AL2602 20251013 ... 20875 21080 AL
29 29 AL2603 20251013 ... 20900 21065 AL
30 30 AL2604 20251013 ... 20910 21100 AL
31 31 AL2605 20251013 ... 20920 21095 AL
32 32 AL2606 20251013 ... 20935 21085 AL
33 33 AL2607 20251013 ... 20945 21100 AL
34 34 AL2608 20251013 ... 20905 21100 AL
35 35 AL2609 20251013 ... 20970 21095 AL
36 36 ZN2510 20251013 ... 22220 22320 ZN
37 37 ZN2511 20251013 ... 22285 22385 ZN
38 38 ZN2512 20251013 ... 22310 22415 ZN
39 39 ZN2601 20251013 ... 22335 22450 ZN
40 40 ZN2602 20251013 ... 22350 22460 ZN
41 41 ZN2603 20251013 ... 22370 22520 ZN
42 42 ZN2604 20251013 ... 22390 22530 ZN
43 43 ZN2605 20251013 ... 22430 22580 ZN
44 44 ZN2606 20251013 ... 22420 22550 ZN
45 45 ZN2607 20251013 ... 22435 22590 ZN
46 46 ZN2608 20251013 ... 22460 22615 ZN
47 47 ZN2609 20251013 ... 22490 22600 ZN
48 48 PB2510 20251013 ... 17110 17075 PB
49 49 PB2511 20251013 ... 17155 17125 PB
50 50 PB2512 20251013 ... 17160 17145 PB
51 51 PB2601 20251013 ... 17145 17150 PB
52 52 PB2602 20251013 ... 17150 17170 PB
53 53 PB2603 20251013 ... 17170 17195 PB
54 54 PB2604 20251013 ... 17300 17185 PB
55 55 PB2605 20251013 ... 17190 17190 PB
56 56 PB2606 20251013 ... 17200 17190 PB
57 57 PB2607 20251013 ... 17175 17215 PB
58 58 PB2608 20251013 ... 17195 17230 PB
59 59 PB2609 20251013 ... 17235 17285 PB
60 60 NI2510 20251013 ... 121270 123510 NI
61 61 NI2511 20251013 ... 121650 123490 NI
62 62 NI2512 20251013 ... 121790 123650 NI
63 63 NI2601 20251013 ... 122050 124140 NI
64 64 NI2602 20251013 ... 122160 124730 NI
65 65 NI2603 20251013 ... 122400 124490 NI
66 66 NI2604 20251013 ... 122570 124710 NI
67 67 NI2605 20251013 ... 122990 124870 NI
68 68 NI2606 20251013 ... 123150 125130 NI
69 69 NI2607 20251013 ... 123230 125580 NI
70 70 NI2608 20251013 ... 123580 125770 NI
71 71 NI2609 20251013 ... 123920 125640 NI
72 72 SN2510 20251013 ... 282760 288270 SN
73 73 SN2511 20251013 ... 283550 288430 SN
74 74 SN2512 20251013 ... 283610 288660 SN
75 75 SN2601 20251013 ... 283460 288660 SN
76 76 SN2602 20251013 ... 283290 288930 SN
77 77 SN2603 20251013 ... 283900 289020 SN
78 78 SN2604 20251013 ... 283870 288650 SN
79 79 SN2605 20251013 ... 283660 288950 SN
80 80 SN2606 20251013 ... 282530 288740 SN
81 81 SN2607 20251013 ... 283050 288440 SN
82 82 SN2608 20251013 ... 283690 289090 SN
83 83 SN2609 20251013 ... 284540 287680 SN
84 84 AO2510 20251013 ... 2782 2834 AO
85 85 AO2511 20251013 ... 2798 2848 AO
86 86 AO2512 20251013 ... 2816 2871 AO
87 87 AO2601 20251013 ... 2825 2877 AO
88 88 AO2602 20251013 ... 2842 2891 AO
89 89 AO2603 20251013 ... 2913 2953 AO
90 90 AO2604 20251013 ... 2925 2966 AO
91 91 AO2605 20251013 ... 2933 2979 AO
92 92 AO2606 20251013 ... 2941 2982 AO
93 93 AO2607 20251013 ... 2952 2994 AO
94 94 AO2608 20251013 ... 2969 3004 AO
95 95 AO2609 20251013 ... 2986 3026 AO
96 96 AD2511 20251013 ... 20360 20560 AD
97 97 AD2512 20251013 ... 20385 20635 AD
98 98 AD2601 20251013 ... 20455 20655 AD
99 99 AD2602 20251013 ... 20475 20680 AD
100 100 AD2603 20251013 ... 20515 20520 AD
101 101 AD2604 20251013 ... 20535 20590 AD
102 102 AD2605 20251013 ... 20445 20610 AD
103 103 AD2606 20251013 ... 20415 20470 AD
104 104 AD2607 20251013 ... 20510 20510 AD
105 105 AD2608 20251013 ... 20495 20495 AD
106 106 AD2609 20251013 ... 20410 20670 AD
107 107 AU2510 20251013 ... 917.92 909.14 AU
108 108 AU2511 20251013 ... 912.52 909.34 AU
109 109 AU2512 20251013 ... 914.3 909.44 AU
110 110 AU2602 20251013 ... 917.5 912.78 AU
111 111 AU2604 20251013 ... 920.14 915.4 AU
112 112 AU2606 20251013 ... 923.4 919.88 AU
113 113 AU2608 20251013 ... 928.54 920.88 AU
114 114 AU2610 20251013 ... 931.62 924.4 AU
115 115 AG2510 20251013 ... 11261 11090 AG
116 116 AG2511 20251013 ... 11233 11208 AG
117 117 AG2512 20251013 ... 11236 11213 AG
118 118 AG2601 20251013 ... 11240 11236 AG
119 119 AG2602 20251013 ... 11266 11241 AG
120 120 AG2603 20251013 ... 11298 11274 AG
121 121 AG2604 20251013 ... 11311 11275 AG
122 122 AG2605 20251013 ... 11296 11290 AG
123 123 AG2606 20251013 ... 11320 11308 AG
124 124 AG2607 20251013 ... 11321 11279 AG
125 125 AG2608 20251013 ... 11303 11326 AG
126 126 AG2609 20251013 ... 11362 11320 AG
127 127 RB2510 20251013 ... 2998 3022 RB
128 128 RB2511 20251013 ... 3021 3039 RB
129 129 RB2512 20251013 ... 3068 3089 RB
130 130 RB2601 20251013 ... 3086 3107 RB
131 131 RB2602 20251013 ... 3091 3107 RB
132 132 RB2603 20251013 ... 3112 3128 RB
133 133 RB2604 20251013 ... 3133 3151 RB
134 134 RB2605 20251013 ... 3140 3166 RB
135 135 RB2606 20251013 ... 3151 3186 RB
136 136 RB2607 20251013 ... 3166 3192 RB
137 137 RB2608 20251013 ... 3176 3195 RB
138 138 RB2609 20251013 ... 3178 3203 RB
139 139 WR2510 20251013 ... 3069 3069 WR
140 140 WR2511 20251013 ... 3270 3270 WR
141 141 WR2512 20251013 ... 3309 3309 WR
142 142 WR2601 20251013 ... 3351 3416 WR
143 143 WR2602 20251013 ... 3384 3384 WR
144 144 WR2603 20251013 ... 3361 3361 WR
145 145 WR2604 20251013 ... 3369 3369 WR
146 146 WR2605 20251013 ... 3353 3385 WR
147 147 WR2606 20251013 ... 3360 3360 WR
148 148 WR2607 20251013 ... 3390 3390 WR
149 149 WR2608 20251013 ... 3431 3431 WR
150 150 WR2609 20251013 ... 3430 3430 WR
151 151 HC2510 20251013 ... 3417 3394 HC
152 152 HC2511 20251013 ... 3304 3327 HC
153 153 HC2512 20251013 ... 3285 3312 HC
154 154 HC2601 20251013 ... 3264 3290 HC
155 155 HC2602 20251013 ... 3281 3294 HC
156 156 HC2603 20251013 ... 3274 3295 HC
157 157 HC2604 20251013 ... 3278 3300 HC
158 158 HC2605 20251013 ... 3274 3299 HC
159 159 HC2606 20251013 ... 3277 3299 HC
160 160 HC2607 20251013 ... 3278 3306 HC
161 161 HC2608 20251013 ... 3295 3310 HC
162 162 HC2609 20251013 ... 3293 3319 HC
163 163 SS2510 20251013 ... 12535 12625 SS
164 164 SS2511 20251013 ... 12675 12840 SS
165 165 SS2512 20251013 ... 12685 12860 SS
166 166 SS2601 20251013 ... 12775 12935 SS
167 167 SS2602 20251013 ... 12820 12985 SS
168 168 SS2603 20251013 ... 12895 13080 SS
169 169 SS2604 20251013 ... 12980 13145 SS
170 170 SS2605 20251013 ... 13035 13235 SS
171 171 SS2606 20251013 ... 13120 13320 SS
172 172 SS2607 20251013 ... 13170 13340 SS
173 173 SS2608 20251013 ... 13220 13420 SS
174 174 SS2609 20251013 ... 13295 13465 SS
175 175 SC2511 20251013 ... 451.5 466.2 SC
176 176 SC2512 20251013 ... 453.7 468.5 SC
177 177 SC2601 20251013 ... 454.1 468.3 SC
178 178 SC2602 20251013 ... 453.8 468.2 SC
179 179 SC2603 20251013 ... 454.8 466.7 SC
180 180 SC2604 20251013 ... 455.4 465.9 SC
181 181 SC2605 20251013 ... 455.9 465.8 SC
182 182 SC2606 20251013 ... 453.1 465.7 SC
183 183 SC2607 20251013 ... 454.9 468.1 SC
184 184 SC2608 20251013 ... 454.1 464.4 SC
185 185 SC2609 20251013 ... 454 465.9 SC
186 186 SC2610 20251013 ... 449.7 464.9 SC
187 187 SC2612 20251013 ... 452.6 465 SC
188 188 SC2703 20251013 ... 451.6 464.2 SC
189 189 SC2706 20251013 ... 450.1 466 SC
190 190 SC2709 20251013 ... 450.6 463.3 SC
191 191 SC2712 20251013 ... 451 461.8 SC
192 192 SC2803 20251013 ... 449 458 SC
193 193 SC2806 20251013 ... 449.9 456.6 SC
194 194 SC2809 20251013 ... 451.2 457.8 SC
195 195 LU2511 20251013 ... 3220 3327 LU
196 196 LU2512 20251013 ... 3240 3332 LU
197 197 LU2601 20251013 ... 3232 3313 LU
198 198 LU2602 20251013 ... 3229 3304 LU
199 199 LU2603 20251013 ... 3232 3303 LU
200 200 LU2604 20251013 ... 3247 3277 LU
201 201 LU2605 20251013 ... 3222 3286 LU
202 202 LU2606 20251013 ... 3210 3255 LU
203 203 LU2607 20251013 ... 3208 3259 LU
204 204 LU2608 20251013 ... 3205 3257 LU
205 205 LU2609 20251013 ... 3208 3257 LU
206 206 LU2610 20251013 ... 3209 3260 LU
207 207 FU2511 20251013 ... 2794 2877 FU
208 208 FU2512 20251013 ... 2750 2832 FU
209 209 FU2601 20251013 ... 2730 2803 FU
210 210 FU2602 20251013 ... 2712 2779 FU
211 211 FU2603 20251013 ... 2704 2772 FU
212 212 FU2604 20251013 ... 2702 2766 FU
213 213 FU2605 20251013 ... 2694 2754 FU
214 214 FU2606 20251013 ... 2688 2749 FU
215 215 FU2607 20251013 ... 2675 2724 FU
216 216 FU2608 20251013 ... 2651 2701 FU
217 217 FU2609 20251013 ... 2645 2688 FU
218 218 FU2610 20251013 ... 2628 2678 FU
219 219 BU2510 20251013 ... 3448 3455 BU
220 220 BU2511 20251013 ... 3310 3346 BU
221 221 BU2512 20251013 ... 3240 3297 BU
222 222 BU2601 20251013 ... 3201 3278 BU
223 223 BU2602 20251013 ... 3207 3282 BU
224 224 BU2603 20251013 ... 3220 3295 BU
225 225 BU2604 20251013 ... 3215 3292 BU
226 226 BU2605 20251013 ... 3217 3309 BU
227 227 BU2606 20251013 ... 3236 3297 BU
228 228 BU2607 20251013 ... 3230 3316 BU
229 229 BU2608 20251013 ... 3216 3299 BU
230 230 BU2609 20251013 ... 3221 3283 BU
231 231 BU2612 20251013 ... 3170 3247 BU
232 232 BU2703 20251013 ... 3178 3253 BU
233 233 BU2706 20251013 ... 3184 3270 BU
234 234 BU2709 20251013 ... 3195 3272 BU
235 235 BR2510 20251013 ... 10905 11400 BR
236 236 BR2511 20251013 ... 10935 11245 BR
237 237 BR2512 20251013 ... 10900 11200 BR
238 238 BR2601 20251013 ... 10905 11200 BR
239 239 BR2602 20251013 ... 10895 11185 BR
240 240 BR2603 20251013 ... 10895 11255 BR
241 241 BR2604 20251013 ... 10935 11275 BR
242 242 BR2605 20251013 ... 10940 11245 BR
243 243 BR2606 20251013 ... 10985 11280 BR
244 244 BR2607 20251013 ... 11140 11400 BR
245 245 BR2608 20251013 ... 11070 11410 BR
246 246 BR2609 20251013 ... 11185 11485 BR
247 247 RU2510 20251013 ... 14165 14535 RU
248 248 RU2511 20251013 ... 14195 14545 RU
249 249 RU2601 20251013 ... 14990 15360 RU
250 250 RU2603 20251013 ... 14945 15310 RU
251 251 RU2604 20251013 ... 14960 15310 RU
252 252 RU2605 20251013 ... 14975 15315 RU
253 253 RU2606 20251013 ... 14930 15315 RU
254 254 RU2607 20251013 ... 14930 15400 RU
255 255 RU2608 20251013 ... 15000 15375 RU
256 256 RU2609 20251013 ... 15005 15365 RU
257 257 NR2510 20251013 ... 11960 12310 NR
258 258 NR2511 20251013 ... 12085 12395 NR
259 259 NR2512 20251013 ... 12080 12400 NR
260 260 NR2601 20251013 ... 12100 12400 NR
261 261 NR2602 20251013 ... 12035 12370 NR
262 262 NR2603 20251013 ... 12085 12395 NR
263 263 NR2604 20251013 ... 12090 12380 NR
264 264 NR2605 20251013 ... 12095 12410 NR
265 265 NR2606 20251013 ... 12095 12410 NR
266 266 NR2607 20251013 ... 12115 12490 NR
267 267 NR2608 20251013 ... 12205 12535 NR
268 268 NR2609 20251013 ... 12250 12510 NR
269 269 SP2510 20251013 ... 4772 4808 SP
270 270 SP2511 20251013 ... 4798 4816 SP
271 271 SP2512 20251013 ... 4828 4838 SP
272 272 SP2601 20251013 ... 5098 5108 SP
273 273 SP2602 20251013 ... 5120 5118 SP
274 274 SP2603 20251013 ... 5132 5128 SP
275 275 SP2604 20251013 ... 5132 5152 SP
276 276 SP2605 20251013 ... 5170 5152 SP
277 277 SP2606 20251013 ... 5232 5190 SP
278 278 SP2607 20251013 ... 5158 5172 SP
279 279 SP2608 20251013 ... 5164 5180 SP
280 280 SP2609 20251013 ... 5200 5190 SP
281 281 OP2601 20251013 ... 4216 4224 OP
282 282 OP2602 20251013 ... 4226 4234 OP
283 283 OP2603 20251013 ... 4228 4234 OP
284 284 OP2604 20251013 ... 4258 4258 OP
285 285 OP2605 20251013 ... 4242 4260 OP
286 286 OP2606 20251013 ... 4202 4234 OP
287 287 OP2607 20251013 ... 4242 4238 OP
288 288 OP2608 20251013 ... 4274 4240 OP
289 289 OP2609 20251013 ... 4186 4242 OP
290 290 EC2510 20251013 ... 1133.1 1125.5 EC
291 291 EC2512 20251013 ... 1559.4 1605.1 EC
292 292 EC2602 20251013 ... 1358 1365.4 EC
293 293 EC2604 20251013 ... 1090.9 1084.9 EC
294 294 EC2606 20251013 ... 1254.5 1268 EC
295 295 EC2608 20251013 ... 1388.7 1405.1 EC
296 296 SC_TAS2511 20251013 ... SC_TAS
297 297 SC_TAS2512 20251013 ... SC_TAS
298 298 SC_TAS2601 20251013 ... SC_TAS
299 299 SC_TAS2602 20251013 ... SC_TAS
[300 rows x 13 columns]
2025-10-13 18:26:29,620 - future_1d - INFO - ak.get_shfe_daily('2025-10-13') done
2025-10-13 18:26:31,426 - future_1d - INFO - save future_daily 2025-10-13 completed