109 109 AU2602 20250805 ... 788.78 784.98 AU
110 110 AU2604 20250805 ... 790.86 787 AU
111 111 AU2606 20250805 ... 793 789.08 AU
112 112 AU2608 20250805 ... 795.52 791.5 AU
113 113 AG2508 20250805 ... 9030 8986 AG
114 114 AG2509 20250805 ... 9063 8992 AG
115 115 AG2510 20250805 ... 9074 9001 AG
116 116 AG2511 20250805 ... 9086 9014 AG
117 117 AG2512 20250805 ... 9099 9026 AG
118 118 AG2601 20250805 ... 9110 9038 AG
119 119 AG2602 20250805 ... 9123 9049 AG
120 120 AG2603 20250805 ... 9135 9064 AG
121 121 AG2604 20250805 ... 9148 9075 AG
122 122 AG2605 20250805 ... 9163 9092 AG
123 123 AG2606 20250805 ... 9173 9104 AG
124 124 AG2607 20250805 ... 9185 9115 AG
125 125 RB2508 20250805 ... 3168 3146 RB
126 126 RB2509 20250805 ... 3180 3160 RB
127 127 RB2510 20250805 ... 3210 3189 RB
128 128 RB2511 20250805 ... 3227 3212 RB
129 129 RB2512 20250805 ... 3265 3244 RB
130 130 RB2601 20250805 ... 3284 3250 RB
131 131 RB2602 20250805 ... 3269 3235 RB
132 132 RB2603 20250805 ... 3286 3258 RB
133 133 RB2604 20250805 ... 3315 3270 RB
134 134 RB2605 20250805 ... 3311 3284 RB
135 135 RB2606 20250805 ... 3330 3290 RB
136 136 RB2607 20250805 ... 3331 3297 RB
137 137 WR2508 20250805 ... 3212 3212 WR
138 138 WR2509 20250805 ... 3342 3342 WR
139 139 WR2510 20250805 ... 3449 3401 WR
140 140 WR2511 20250805 ... 3490 3490 WR
141 141 WR2512 20250805 ... 3499 3499 WR
142 142 WR2601 20250805 ... 3473 3416 WR
143 143 WR2602 20250805 ... 3507 3540 WR
144 144 WR2603 20250805 ... 3565 3565 WR
145 145 WR2604 20250805 ... 3560 3560 WR
146 146 WR2605 20250805 ... 3439 3595 WR
147 147 WR2606 20250805 ... 3599 3599 WR
148 148 WR2607 20250805 ... 3635 3635 WR
149 149 HC2508 20250805 ... 3453 3395 HC
150 150 HC2509 20250805 ... 3443 3404 HC
151 151 HC2510 20250805 ... 3437 3393 HC
152 152 HC2511 20250805 ... 3434 3391 HC
153 153 HC2512 20250805 ... 3435 3405 HC
154 154 HC2601 20250805 ... 3440 3396 HC
155 155 HC2602 20250805 ... 3431 3377 HC
156 156 HC2603 20250805 ... 3434 3389 HC
157 157 HC2604 20250805 ... 3441 3414 HC
158 158 HC2605 20250805 ... 3439 3399 HC
159 159 HC2606 20250805 ... 3456 3394 HC
160 160 HC2607 20250805 ... 3459 3414 HC
161 161 SS2508 20250805 ... 12960 12895 SS
162 162 SS2509 20250805 ... 12950 12845 SS
163 163 SS2510 20250805 ... 12995 12895 SS
164 164 SS2511 20250805 ... 13035 12945 SS
165 165 SS2512 20250805 ... 13055 12970 SS
166 166 SS2601 20250805 ... 13095 12990 SS
167 167 SS2602 20250805 ... 13135 13045 SS
168 168 SS2603 20250805 ... 13195 13090 SS
169 169 SS2604 20250805 ... 13190 13190 SS
170 170 SS2605 20250805 ... 13265 13150 SS
171 171 SS2606 20250805 ... 13290 13220 SS
172 172 SS2607 20250805 ... 13345 13240 SS
173 173 SC2509 20250805 ... 509.1 516.8 SC
174 174 SC2510 20250805 ... 503.3 511.8 SC
175 175 SC2511 20250805 ... 499.4 507.9 SC
176 176 SC2512 20250805 ... 494.7 505.7 SC
177 177 SC2601 20250805 ... 490.5 501.5 SC
178 178 SC2602 20250805 ... 486.6 499.8 SC
179 179 SC2603 20250805 ... 484.8 496.8 SC
180 180 SC2604 20250805 ... 481.7 489 SC
181 181 SC2605 20250805 ... 481.3 490.7 SC
182 182 SC2606 20250805 ... 479.3 485.9 SC
183 183 SC2607 20250805 ... 482.4 485 SC
184 184 SC2608 20250805 ... 481.6 486.8 SC
185 185 SC2609 20250805 ... 478 480.4 SC
186 186 SC2612 20250805 ... 472.3 482 SC
187 187 SC2703 20250805 ... 473.1 478.1 SC
188 188 SC2706 20250805 ... 473 480.9 SC
189 189 SC2709 20250805 ... 466.8 471.7 SC
190 190 SC2712 20250805 ... 466.3 470.1 SC
191 191 SC2803 20250805 ... 463 469.5 SC
192 192 SC2806 20250805 ... 458.6 472.4 SC
193 193 LU2509 20250805 ... 3544 3572 LU
194 194 LU2510 20250805 ... 3539 3588 LU
195 195 LU2511 20250805 ... 3541 3600 LU
196 196 LU2512 20250805 ... 3528 3571 LU
197 197 LU2601 20250805 ... 3495 3529 LU
198 198 LU2602 20250805 ... 3473 3526 LU
199 199 LU2603 20250805 ... 3467 3550 LU
200 200 LU2604 20250805 ... 3443 3506 LU
201 201 LU2605 20250805 ... 3435 3467 LU
202 202 LU2606 20250805 ... 3437 3492 LU
203 203 LU2607 20250805 ... 3422 3478 LU
204 204 LU2608 20250805 ... 3418 3477 LU
205 205 FU2509 20250805 ... 2818 2869 FU
206 206 FU2510 20250805 ... 2839 2889 FU
207 207 FU2511 20250805 ... 2849 2903 FU
208 208 FU2512 20250805 ... 2848 2894 FU
209 209 FU2601 20250805 ... 2841 2893 FU
210 210 FU2602 20250805 ... 2836 2876 FU
211 211 FU2603 20250805 ... 2830 2870 FU
212 212 FU2604 20250805 ... 2825 2855 FU
213 213 FU2605 20250805 ... 2815 2856 FU
214 214 FU2606 20250805 ... 2810 2843 FU
215 215 FU2607 20250805 ... 2797 2824 FU
216 216 FU2608 20250805 ... 2793 2825 FU
217 217 BU2508 20250805 ... 3557 3625 BU
218 218 BU2509 20250805 ... 3543 3601 BU
219 219 BU2510 20250805 ... 3523 3580 BU
220 220 BU2511 20250805 ... 3494 3553 BU
221 221 BU2512 20250805 ... 3434 3487 BU
222 222 BU2601 20250805 ... 3399 3442 BU
223 223 BU2602 20250805 ... 3383 3423 BU
224 224 BU2603 20250805 ... 3371 3405 BU
225 225 BU2604 20250805 ... 3372 3404 BU
226 226 BU2605 20250805 ... 3368 3402 BU
227 227 BU2606 20250805 ... 3366 3420 BU
228 228 BU2607 20250805 ... 3361 3399 BU
229 229 BU2609 20250805 ... 3364 3394 BU
230 230 BU2612 20250805 ... 3316 3352 BU
231 231 BU2703 20250805 ... 3315 3354 BU
232 232 BU2706 20250805 ... 3335 3353 BU
233 233 BR2508 20250805 ... 11480 11480 BR
234 234 BR2509 20250805 ... 11460 11405 BR
235 235 BR2510 20250805 ... 11465 11410 BR
236 236 BR2511 20250805 ... 11490 11430 BR
237 237 BR2512 20250805 ... 11540 11475 BR
238 238 BR2601 20250805 ... 11555 11515 BR
239 239 BR2602 20250805 ... 11570 11510 BR
240 240 BR2603 20250805 ... 11585 11525 BR
241 241 BR2604 20250805 ... 11615 11590 BR
242 242 BR2605 20250805 ... 11670 11610 BR
243 243 BR2606 20250805 ... 11675 11575 BR
244 244 BR2607 20250805 ... 11660 11655 BR
245 245 RU2508 20250805 ... 14460 14275 RU
246 246 RU2509 20250805 ... 14465 14320 RU
247 247 RU2510 20250805 ... 14475 14345 RU
248 248 RU2511 20250805 ... 14495 14325 RU
249 249 RU2601 20250805 ... 15380 15210 RU
250 250 RU2603 20250805 ... 15420 15280 RU
251 251 RU2604 20250805 ... 15500 15230 RU
252 252 RU2605 20250805 ... 15480 15325 RU
253 253 RU2606 20250805 ... 15615 15330 RU
254 254 RU2607 20250805 ... 15590 15400 RU
255 255 NR2508 20250805 ... 12230 12100 NR
256 256 NR2509 20250805 ... 12270 12145 NR
257 257 NR2510 20250805 ... 12315 12190 NR
258 258 NR2511 20250805 ... 12365 12220 NR
259 259 NR2512 20250805 ... 12390 12265 NR
260 260 NR2601 20250805 ... 12415 12305 NR
261 261 NR2602 20250805 ... 12465 12335 NR
262 262 NR2603 20250805 ... 12470 12370 NR
263 263 NR2604 20250805 ... 12520 12375 NR
264 264 NR2605 20250805 ... 12780 12385 NR
265 265 NR2606 20250805 ... 12540 12485 NR
266 266 NR2607 20250805 ... 12560 12485 NR
267 267 SP2508 20250805 ... 5108 5194 SP
268 268 SP2509 20250805 ... 5156 5170 SP
269 269 SP2510 20250805 ... 5156 5172 SP
270 270 SP2511 20250805 ... 5162 5178 SP
271 271 SP2512 20250805 ... 5168 5186 SP
272 272 SP2601 20250805 ... 5394 5410 SP
273 273 SP2602 20250805 ... 5368 5362 SP
274 274 SP2603 20250805 ... 5378 5374 SP
275 275 SP2604 20250805 ... 5350 5350 SP
276 276 SP2605 20250805 ... 5374 5362 SP
277 277 SP2606 20250805 ... 5394 5378 SP
278 278 SP2607 20250805 ... 5370 5362 SP
279 279 EC2508 20250805 ... 2096 2112 EC
280 280 EC2510 20250805 ... 1411.1 1404.2 EC
281 281 EC2512 20250805 ... 1682.1 1670.3 EC
282 282 EC2602 20250805 ... 1478.2 1474.4 EC
283 283 EC2604 20250805 ... 1323.6 1315.1 EC
284 284 EC2606 20250805 ... 1460.8 1455.1 EC
285 286 SC_TAS2509 20250805 ... SC_TAS
286 287 SC_TAS2510 20250805 ... SC_TAS
287 288 SC_TAS2511 20250805 ... SC_TAS
288 289 SC_TAS2512 20250805 ... SC_TAS
[289 rows x 13 columns]
2025-08-07 18:25:56,882 - future_1d - INFO - ak.get_shfe_daily('2025-08-05') done
2025-08-07 18:25:58,616 - future_1d - INFO - save future_daily 2025-08-05 completed
symbol date open ... settle pre_settle variety
0 a2509 20250806 4121.00 ... 4118.00 4121.00 A
1 a2511 20250806 4116.00 ... 4097.00 4100.00 A
2 a2601 20250806 4107.00 ... 4101.00 4101.00 A
3 a2603 20250806 4095.00 ... 4092.00 4091.00 A
4 a2605 20250806 4133.00 ... 4130.00 4130.00 A
5 a2607 20250806 4125.00 ... 4122.00 4122.00 A
6 b2508 20250806 0.00 ... 3616.00 3616.00 B
7 b2509 20250806 3722.00 ... 3717.00 3701.00 B
8 b2510 20250806 3765.00 ... 3756.00 3751.00 B
9 b2511 20250806 3786.00 ... 3778.00 3771.00 B
10 b2512 20250806 3800.00 ... 3797.00 3780.00 B
11 b2601 20250806 3780.00 ... 3782.00 3769.00 B
12 b2602 20250806 3774.00 ... 3758.00 3732.00 B
13 b2603 20250806 3660.00 ... 3660.00 3643.00 B
14 b2604 20250806 3543.00 ... 3545.00 3529.00 B
15 b2605 20250806 3473.00 ... 3467.00 3455.00 B
16 b2606 20250806 3453.00 ... 3452.00 3436.00 B
17 b2607 20250806 3440.00 ... 3442.00 3428.00 B
18 bb2509 20250806 150.95 ... 150.70 149.25 BB
19 bb2511 20250806 150.30 ... 149.85 150.85 BB
20 bb2601 20250806 150.15 ... 149.80 149.75 BB
21 bb2603 20250806 148.45 ... 148.05 147.75 BB
22 bb2605 20250806 0.00 ... 142.30 142.05 BB
23 bb2607 20250806 0.00 ... 148.10 147.80 BB
24 bz2603 20250806 6205.00 ... 6235.00 6210.00 BZ
25 bz2604 20250806 6179.00 ... 6195.00 6172.00 BZ
26 bz2605 20250806 6242.00 ... 6207.00 6194.00 BZ
27 bz2606 20250806 0.00 ... 6165.00 6165.00 BZ
28 bz2607 20250806 0.00 ... 6175.00 6175.00 BZ
29 c2509 20250806 2253.00 ... 2255.00 2259.00 C
30 c2511 20250806 2212.00 ... 2210.00 2215.00 C
31 c2601 20250806 2197.00 ... 2192.00 2198.00 C
32 c2603 20250806 2198.00 ... 2197.00 2200.00 C
33 c2605 20250806 2238.00 ... 2242.00 2246.00 C
34 c2607 20250806 2260.00 ... 2260.00 2264.00 C
35 cs2509 20250806 2658.00 ... 2657.00 2651.00 CS
36 cs2511 20250806 2558.00 ... 2559.00 2557.00 CS
37 cs2601 20250806 2569.00 ... 2563.00 2564.00 CS
38 cs2603 20250806 2557.00 ... 2557.00 2557.00 CS
39 cs2605 20250806 2608.00 ... 2606.00 2607.00 CS
40 cs2607 20250806 2613.00 ... 2614.00 2616.00 CS
41 eb2508 20250806 7270.00 ... 7299.00 7251.00 EB
42 eb2509 20250806 7267.00 ... 7283.00 7267.00 EB
43 eb2510 20250806 7290.00 ... 7313.00 7290.00 EB
44 eb2511 20250806 7302.00 ... 7332.00 7303.00 EB
45 eb2512 20250806 7330.00 ... 7346.00 7322.00 EB
46 eb2601 20250806 7339.00 ... 7357.00 7329.00 EB
47 eb2602 20250806 7344.00 ... 7371.00 7339.00 EB
48 eb2603 20250806 7350.00 ... 7385.00 7341.00 EB
49 eb2604 20250806 7357.00 ... 7356.00 7348.00 EB
50 eb2605 20250806 7381.00 ... 7400.00 7343.00 EB
51 eb2606 20250806 7366.00 ... 7376.00 7391.00 EB
52 eb2607 20250806 7330.00 ... 7330.00 7313.00 EB
53 eg2508 20250806 0.00 ... 4407.00 4407.00 EG
54 eg2509 20250806 4417.00 ... 4411.00 4380.00 EG
55 eg2510 20250806 4407.00 ... 4416.00 4392.00 EG
56 eg2511 20250806 4412.00 ... 4423.00 4397.00 EG
57 eg2512 20250806 4430.00 ... 4431.00 4411.00 EG
58 eg2601 20250806 4411.00 ... 4434.00 4409.00 EG
59 eg2602 20250806 4442.00 ... 4442.00 4412.00 EG
60 eg2603 20250806 4441.00 ... 4440.00 4400.00 EG
61 eg2604 20250806 4455.00 ... 4464.00 4420.00 EG
62 eg2605 20250806 4462.00 ... 4465.00 4432.00 EG
63 eg2606 20250806 4455.00 ... 4470.00 4419.00 EG
64 eg2607 20250806 0.00 ... 4446.00 4446.00 EG
65 fb2508 20250806 0.00 ... 1370.50 1370.50 FB
66 fb2509 20250806 1259.00 ... 1254.00 1268.00 FB
67 fb2510 20250806 1290.50 ... 1295.00 1291.50 FB
68 fb2511 20250806 1282.50 ... 1290.50 1289.00 FB
69 fb2512 20250806 1293.00 ... 1293.50 1292.00 FB
70 fb2601 20250806 1292.50 ... 1296.50 1295.00 FB
71 fb2602 20250806 1293.00 ... 1301.00 1297.00 FB
72 fb2603 20250806 0.00 ... 1313.50 1313.50 FB
73 fb2604 20250806 0.00 ... 1310.50 1310.50 FB
74 fb2605 20250806 0.00 ... 1337.50 1337.50 FB
75 fb2606 20250806 0.00 ... 1331.50 1331.50 FB
76 fb2607 20250806 0.00 ... 1302.50 1302.50 FB
77 i2508 20250806 801.00 ... 816.50 809.50 I
78 i2509 20250806 799.50 ... 795.00 795.00 I
79 i2510 20250806 797.00 ... 793.50 791.50 I
80 i2511 20250806 792.00 ... 789.00 786.00 I
81 i2512 20250806 787.50 ... 785.50 779.50 I
82 i2601 20250806 778.50 ... 778.50 773.00 I
83 i2602 20250806 773.50 ... 773.50 766.00 I
84 i2603 20250806 768.00 ... 768.50 762.00 I
85 i2604 20250806 763.00 ... 763.50 757.00 I
86 i2605 20250806 755.00 ... 754.50 749.00 I
87 i2606 20250806 749.00 ... 750.00 743.50 I
88 i2607 20250806 745.00 ... 745.50 739.50 I
89 j2508 20250806 0.00 ... 1598.00 1598.00 J
90 j2509 20250806 1633.00 ... 1639.50 1613.00 J
91 j2510 20250806 1660.00 ... 1672.00 1634.00 J
92 j2511 20250806 1676.50 ... 1690.50 1656.00 J
93 j2512 20250806 1692.00 ... 1704.00 1677.50 J
94 j2601 20250806 1710.00 ... 1721.00 1680.50 J
95 j2602 20250806 1714.00 ... 1731.50 1728.50 J
96 j2603 20250806 1745.50 ... 1752.00 1740.00 J
97 j2604 20250806 1778.50 ... 1781.50 1795.00 J
98 j2605 20250806 1790.00 ... 1811.50 1759.50 J
99 j2606 20250806 1818.50 ... 1827.50 1753.50 J
100 j2607 20250806 1822.50 ... 1819.50 1754.50 J
101 jd2508 20250806 2810.00 ... 2756.00 2871.00 JD
102 jd2509 20250806 3315.00 ... 3352.00 3345.00 JD
103 jd2510 20250806 3248.00 ... 3275.00 3254.00 JD
104 jd2511 20250806 3336.00 ... 3355.00 3341.00 JD
105 jd2512 20250806 3537.00 ... 3536.00 3525.00 JD
106 jd2601 20250806 3625.00 ... 3627.00 3628.00 JD
107 jd2602 20250806 3209.00 ... 3207.00 3210.00 JD
108 jd2603 20250806 3209.00 ... 3217.00 3214.00 JD
109 jd2604 20250806 3359.00 ... 3364.00 3359.00 JD
110 jd2605 20250806 3467.00 ... 3474.00 3467.00 JD
111 jd2606 20250806 3299.00 ... 3303.00 3301.00 JD
112 jd2607 20250806 3519.00 ... 3516.00 3515.00 JD
113 jm2508 20250806 920.00 ... 941.50 878.00 JM
114 jm2509 20250806 1035.00 ... 1050.00 1013.00 JM
115 jm2510 20250806 1080.00 ... 1100.50 1041.00 JM
116 jm2511 20250806 1101.00 ... 1144.00 1075.00 JM
117 jm2512 20250806 1143.00 ... 1171.00 1107.50 JM
118 jm2601 20250806 1182.00 ... 1202.00 1147.00 JM
119 jm2602 20250806 1220.50 ... 1225.50 1169.00 JM
120 jm2603 20250806 1212.00 ... 1239.00 1179.00 JM
121 jm2604 20250806 1230.50 ... 1257.00 1194.00 JM
122 jm2605 20250806 1245.00 ... 1269.50 1200.00 JM
123 jm2606 20250806 1245.00 ... 1277.00 1216.00 JM
124 jm2607 20250806 1252.00 ... 1285.00 1220.00 JM
125 l2508 20250806 0.00 ... 7311.00 7311.00 L
126 l2509 20250806 7323.00 ... 7318.00 7288.00 L
127 l2510 20250806 7343.00 ... 7339.00 7308.00 L
128 l2511 20250806 7362.00 ... 7362.00 7332.00 L
129 l2512 20250806 7380.00 ... 7375.00 7345.00 L
130 l2601 20250806 7380.00 ... 7382.00 7355.00 L
131 l2602 20250806 7373.00 ... 7365.00 7341.00 L
132 l2603 20250806 0.00 ... 7373.00 7373.00 L
133 l2604 20250806 0.00 ... 7394.00 7394.00 L
134 l2605 20250806 7374.00 ... 7373.00 7342.00 L
135 l2606 20250806 7375.00 ... 7369.00 7333.00 L
136 l2607 20250806 7361.00 ... 7375.00 7361.00 L
137 lg2509 20250806 829.00 ... 831.00 831.50 LG
138 lg2511 20250806 835.00 ... 839.00 836.50 LG
139 lg2601 20250806 842.00 ... 841.00 840.50 LG
140 lg2603 20250806 837.00 ... 839.00 836.50 LG
141 lg2605 20250806 840.00 ... 842.00 842.00 LG
142 lg2607 20250806 834.00 ... 839.00 841.00 LG
143 lh2509 20250806 13880.00 ... 13825.00 13900.00 LH
144 lh2511 20250806 13855.00 ... 13985.00 13915.00 LH
145 lh2601 20250806 14125.00 ... 14285.00 14170.00 LH
146 lh2603 20250806 13275.00 ... 13365.00 13260.00 LH
147 lh2605 20250806 13800.00 ... 13890.00 13775.00 LH
148 lh2607 20250806 14430.00 ... 14490.00 14440.00 LH
149 m2508 20250806 3013.00 ... 3007.00 3016.00 M
150 m2509 20250806 3036.00 ... 3027.00 3030.00 M
151 m2511 20250806 3078.00 ... 3064.00 3066.00 M
152 m2512 20250806 3104.00 ... 3095.00 3096.00 M
153 m2601 20250806 3076.00 ... 3072.00 3069.00 M
154 m2603 20250806 2944.00 ... 2942.00 2935.00 M
155 m2605 20250806 2760.00 ... 2754.00 2752.00 M
156 m2607 20250806 2749.00 ... 2735.00 2730.00 M
157 p2508 20250806 0.00 ... 8808.00 8808.00 P
158 p2509 20250806 9062.00 ... 8980.00 8946.00 P
159 p2510 20250806 9034.00 ... 8978.00 8934.00 P
160 p2511 20250806 9050.00 ... 8976.00 8942.00 P
161 p2512 20250806 9038.00 ... 8980.00 8906.00 P
162 p2601 20250806 9044.00 ... 8986.00 8930.00 P
163 p2602 20250806 8938.00 ... 8944.00 8906.00 P
164 p2603 20250806 8940.00 ... 8910.00 8832.00 P
165 p2604 20250806 8890.00 ... 8882.00 8840.00 P
166 p2605 20250806 8846.00 ... 8780.00 8744.00 P
167 p2606 20250806 8742.00 ... 8708.00 8684.00 P
168 p2607 20250806 8666.00 ... 8654.00 8594.00 P
169 pg2508 20250806 3885.00 ... 3885.00 3885.00 PG
170 pg2509 20250806 3830.00 ... 3835.00 3849.00 PG
171 pg2510 20250806 4272.00 ... 4302.00 4272.00 PG
172 pg2511 20250806 4206.00 ... 4236.00 4209.00 PG
173 pg2512 20250806 4161.00 ... 4183.00 4163.00 PG
174 pg2601 20250806 4117.00 ... 4136.00 4117.00 PG
175 pg2602 20250806 4054.00 ... 4074.00 4048.00 PG
176 pg2603 20250806 3978.00 ... 3993.00 3972.00 PG
177 pg2604 20250806 4272.00 ... 4284.00 4258.00 PG
178 pg2605 20250806 4166.00 ... 4186.00 4164.00 PG
179 pg2606 20250806 4127.00 ... 4136.00 4113.00 PG
180 pg2607 20250806 4078.00 ... 4087.00 4086.00 PG
181 pp2508 20250806 7044.00 ... 7073.00 7033.00 PP
182 pp2509 20250806 7090.00 ... 7084.00 7066.00 PP
183 pp2510 20250806 7096.00 ... 7091.00 7069.00 PP
184 pp2511 20250806 7102.00 ... 7102.00 7085.00 PP
185 pp2512 20250806 7115.00 ... 7115.00 7091.00 PP
186 pp2601 20250806 7110.00 ... 7119.00 7101.00 PP
187 pp2602 20250806 7094.00 ... 7099.00 7083.00 PP
188 pp2603 20250806 7099.00 ... 7102.00 7101.00 PP
189 pp2604 20250806 7109.00 ... 7112.00 7105.00 PP
190 pp2605 20250806 7160.00 ... 7127.00 7111.00 PP
191 pp2606 20250806 0.00 ... 7085.00 7085.00 PP
192 pp2607 20250806 0.00 ... 7109.00 7109.00 PP
193 rr2508 20250806 0.00 ... 3562.00 3562.00 RR
194 rr2509 20250806 3597.00 ... 3606.00 3609.00 RR
195 rr2510 20250806 3621.00 ... 3619.00 3618.00 RR
196 rr2511 20250806 3616.00 ... 3618.00 3620.00 RR
197 rr2512 20250806 0.00 ... 3615.00 3615.00 RR
198 rr2601 20250806 3624.00 ... 3623.00 3623.00 RR
199 rr2602 20250806 0.00 ... 3620.00 3620.00 RR
200 rr2603 20250806 3615.00 ... 3615.00 3615.00 RR
201 rr2604 20250806 3618.00 ... 3618.00 3620.00 RR
202 rr2605 20250806 3620.00 ... 3619.00 3620.00 RR
203 rr2606 20250806 0.00 ... 3627.00 3627.00 RR
204 rr2607 20250806 0.00 ... 3633.00 3633.00 RR
205 v2508 20250806 4948.00 ... 4958.00 4948.00 V
206 v2509 20250806 5034.00 ... 5032.00 4992.00 V
207 v2510 20250806 5070.00 ... 5072.00 5027.00 V
208 v2511 20250806 5105.00 ... 5115.00 5061.00 V
209 v2512 20250806 5135.00 ... 5160.00 5103.00 V
210 v2601 20250806 5175.00 ... 5173.00 5132.00 V
211 v2602 20250806 5197.00 ... 5196.00 5179.00 V
212 v2603 20250806 5206.00 ... 5219.00 5174.00 V
213 v2604 20250806 5429.00 ... 5447.00 5396.00 V
214 v2605 20250806 5422.00 ... 5468.00 5428.00 V
215 v2606 20250806 5478.00 ... 5494.00 5459.00 V
216 v2607 20250806 5506.00 ... 5532.00 5477.00 V
217 y2508 20250806 8688.00 ... 8514.00 8284.00 Y
218 y2509 20250806 8350.00 ... 8360.00 8294.00 Y
219 y2511 20250806 8350.00 ... 8366.00 8296.00 Y
220 y2512 20250806 8358.00 ... 8370.00 8298.00 Y
221 y2601 20250806 8320.00 ... 8334.00 8264.00 Y
222 y2603 20250806 8232.00 ... 8242.00 8192.00 Y
223 y2605 20250806 7954.00 ... 7944.00 7904.00 Y
224 y2607 20250806 7938.00 ... 7922.00 7882.00 Y
[225 rows x 12 columns]
2025-08-07 18:26:02,688 - future_1d - INFO - ak.get_dce_daily('2025-08-06') done
symbol date open ... settle pre_settle variety
0 SC2509 20250806 504.5 ... 504.2 509.1 SC
1 SC2510 20250806 499.6 ... 499.5 503.3 SC
2 SC2511 20250806 495.7 ... 495.4 499.4 SC
3 SC2512 20250806 492.3 ... 491.6 494.7 SC
4 SC2601 20250806 488.7 ... 488.6 490.5 SC
5 SC2602 20250806 485.5 ... 486 486.6 SC
6 SC2603 20250806 485.8 ... 483.2 484.8 SC
7 SC2604 20250806 482.5 ... 481.6 481.7 SC
8 SC2605 20250806 477.6 ... 478.4 481.3 SC
9 SC2606 20250806 477.6 ... 476.8 479.3 SC
10 SC2607 20250806 474.3 ... 475.6 482.4 SC
11 SC2608 20250806 ... 477.5 481.6 SC
12 SC2609 20250806 ... 475 478 SC
13 SC2612 20250806 ... 472.3 472.3 SC
14 SC2703 20250806 ... 470.5 473.1 SC
15 SC2706 20250806 468 ... 467.8 473 SC
16 SC2709 20250806 466 ... 464.4 466.8 SC
17 SC2712 20250806 ... 464 466.3 SC
18 SC2803 20250806 ... 460.5 463 SC
19 SC2806 20250806 455.6 ... 456 458.6 SC
21 LU2509 20250806 3527 ... 3532 3544 LU
22 LU2510 20250806 3526 ... 3535 3539 LU
23 LU2511 20250806 3525 ... 3531 3541 LU
24 LU2512 20250806 3504 ... 3507 3528 LU
25 LU2601 20250806 3503 ... 3488 3495 LU
26 LU2602 20250806 3448 ... 3451 3473 LU
27 LU2603 20250806 3443 ... 3438 3467 LU
28 LU2604 20250806 3430 ... 3431 3443 LU
29 LU2605 20250806 3433 ... 3427 3435 LU
30 LU2606 20250806 3421 ... 3421 3437 LU
31 LU2607 20250806 3430 ... 3415 3422 LU
32 LU2608 20250806 3408 ... 3408 3418 LU
34 NR2508 20250806 12270 ... 12260 12230 NR
35 NR2509 20250806 12320 ... 12300 12270 NR
36 NR2510 20250806 12415 ... 12365 12315 NR
37 NR2511 20250806 12435 ... 12410 12365 NR
38 NR2512 20250806 12495 ... 12435 12390 NR
39 NR2601 20250806 12480 ... 12470 12415 NR
40 NR2602 20250806 12460 ... 12505 12465 NR
41 NR2603 20250806 12480 ... 12545 12470 NR
42 NR2604 20250806 ... 12565 12520 NR
43 NR2605 20250806 12620 ... 12620 12780 NR
44 NR2606 20250806 ... 12540 12540 NR
45 NR2607 20250806 12645 ... 12645 12560 NR
47 BC2508 20250806 69300 ... 69270 69500 BC
48 BC2509 20250806 69380 ... 69340 69640 BC
49 BC2510 20250806 69330 ... 69410 69680 BC
50 BC2511 20250806 ... 69240 69240 BC
51 BC2512 20250806 ... 69900 69910 BC
52 BC2601 20250806 ... 70020 70020 BC
53 BC2602 20250806 ... 70000 70000 BC
54 BC2603 20250806 ... 70000 70000 BC
55 BC2604 20250806 ... 70000 70000 BC
56 BC2605 20250806 ... 70000 70000 BC
57 BC2606 20250806 ... 69340 69340 BC
58 BC2607 20250806 ... 68670 68670 BC
60 EC2508 20250806 2075.3 ... 2080.3 2096 EC
61 EC2510 20250806 1403.8 ... 1434.4 1411.1 EC
62 EC2512 20250806 1681.3 ... 1759.5 1682.1 EC
63 EC2602 20250806 1483.2 ... 1521.6 1478.2 EC
64 EC2604 20250806 1329.9 ... 1342.5 1323.6 EC
65 EC2606 20250806 1458 ... 1489.4 1460.8 EC
69 SC_TAS2509 20250806 ... SC_TAS
70 SC_TAS2510 20250806 ... SC_TAS
71 SC_TAS2511 20250806 ... SC_TAS
72 SC_TAS2512 20250806 ... SC_TAS
[66 rows x 12 columns]
2025-08-07 18:26:02,756 - future_1d - INFO - ak.get_ine_daily('2025-08-06') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250806 7859.0 7944.0 ... 314392.84 7906.0 7842.0 AP
1 AP511 20250806 7681.0 7736.0 ... 1357.23 7712.0 7660.0 AP
2 AP512 20250806 7758.0 7780.0 ... 225.27 7768.0 7721.0 AP
3 AP601 20250806 7780.0 7875.0 ... 24187.54 7843.0 7775.0 AP
4 AP603 20250806 7771.0 7805.0 ... 210.39 7792.0 7734.0 AP
5 AP604 20250806 7823.0 7839.0 ... 39.17 7833.0 7790.0 AP
6 AP605 20250806 7879.0 7910.0 ... 339.88 7904.0 7854.0 AP
7 CF509 20250806 13675.0 13730.0 ... 913008.41 13690.0 13670.0 CF
8 CF511 20250806 13705.0 13780.0 ... 132938.10 13740.0 13690.0 CF
9 CF601 20250806 13825.0 13885.0 ... 630239.11 13855.0 13825.0 CF
10 CF603 20250806 13800.0 13850.0 ... 2011.96 13830.0 13800.0 CF
11 CF605 20250806 13780.0 13830.0 ... 35816.87 13810.0 13775.0 CF
12 CF607 20250806 13780.0 13840.0 ... 614.93 13820.0 13780.0 CF
13 CJ509 20250806 9730.0 9850.0 ... 25882.81 9770.0 9705.0 CJ
14 CJ512 20250806 10720.0 10840.0 ... 9756.43 10735.0 10650.0 CJ
15 CJ601 20250806 10865.0 10985.0 ... 584003.04 10885.0 10795.0 CJ
16 CJ603 20250806 10925.0 11055.0 ... 7041.43 10960.0 10860.0 CJ
17 CJ605 20250806 11090.0 11190.0 ... 95692.16 11100.0 11015.0 CJ
18 CJ607 20250806 11300.0 11380.0 ... 1372.66 11300.0 11225.0 CJ
19 CY508 20250806 0.0 0.0 ... 0.00 19965.0 19995.0 CY
20 CY509 20250806 19850.0 19970.0 ... 16492.96 19905.0 19835.0 CY
21 CY510 20250806 0.0 0.0 ... 0.00 20015.0 19945.0 CY
22 CY511 20250806 19665.0 19775.0 ... 57069.79 19725.0 19755.0 CY
23 CY512 20250806 0.0 0.0 ... 0.00 19650.0 19650.0 CY
24 CY601 20250806 19735.0 19815.0 ... 731.66 19775.0 19780.0 CY
25 CY602 20250806 0.0 0.0 ... 0.00 20055.0 20055.0 CY
26 CY603 20250806 0.0 0.0 ... 0.00 20165.0 20165.0 CY
27 CY604 20250806 0.0 0.0 ... 0.00 20040.0 20040.0 CY
28 CY605 20250806 0.0 0.0 ... 0.00 19960.0 19960.0 CY
29 CY606 20250806 0.0 0.0 ... 0.00 20010.0 20010.0 CY
30 CY607 20250806 0.0 0.0 ... 0.00 20280.0 20280.0 CY
31 FG508 20250806 1064.0 1064.0 ... 63.84 1064.0 1055.0 FG
32 FG509 20250806 1079.0 1093.0 ... 2810737.49 1079.0 1073.0 FG
33 FG510 20250806 1174.0 1181.0 ... 71895.64 1169.0 1162.0 FG
34 FG511 20250806 1169.0 1179.0 ... 114846.97 1165.0 1157.0 FG
35 FG512 20250806 1242.0 1255.0 ... 61444.01 1238.0 1231.0 FG
36 FG601 20250806 1241.0 1248.0 ... 2646818.98 1229.0 1220.0 FG
37 FG602 20250806 1274.0 1296.0 ... 1933.74 1279.0 1268.0 FG
38 FG603 20250806 1277.0 1296.0 ... 3103.22 1280.0 1268.0 FG
39 FG604 20250806 1331.0 1340.0 ... 878.30 1323.0 1316.0 FG
40 FG605 20250806 1328.0 1336.0 ... 41995.88 1319.0 1310.0 FG
41 FG606 20250806 1343.0 1364.0 ... 1741.96 1340.0 1339.0 FG
42 FG607 20250806 1355.0 1355.0 ... 1119.48 1336.0 1334.0 FG
43 JR509 20250806 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250806 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250806 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250806 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250806 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250806 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250806 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250806 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250806 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA508 20250806 0.0 0.0 ... 0.00 2347.0 2343.0 MA
53 MA509 20250806 2394.0 2407.0 ... 684868.97 2397.0 2381.0 MA
54 MA510 20250806 2425.0 2438.0 ... 30656.62 2427.0 2411.0 MA
55 MA511 20250806 2445.0 2462.0 ... 64448.95 2452.0 2435.0 MA
56 MA512 20250806 2483.0 2499.0 ... 49791.62 2489.0 2470.0 MA
57 MA601 20250806 2490.0 2512.0 ... 320208.79 2502.0 2482.0 MA
58 MA602 20250806 2496.0 2507.0 ... 40.00 2500.0 2484.0 MA
59 MA603 20250806 2493.0 2503.0 ... 521.55 2495.0 2476.0 MA
60 MA604 20250806 2479.0 2484.0 ... 27.27 2479.0 2454.0 MA
61 MA605 20250806 2442.0 2460.0 ... 6942.59 2451.0 2427.0 MA
62 MA606 20250806 2450.0 2462.0 ... 12.29 2458.0 2436.0 MA
63 MA607 20250806 2444.0 2450.0 ... 26.88 2444.0 2427.0 MA
64 OI509 20250806 9620.0 9642.0 ... 1907396.47 9576.0 9566.0 OI
65 OI511 20250806 9620.0 9649.0 ... 191023.53 9589.0 9581.0 OI
66 OI601 20250806 9550.0 9573.0 ... 806394.17 9524.0 9506.0 OI
67 OI603 20250806 9499.0 9502.0 ... 3009.78 9465.0 9450.0 OI
68 OI605 20250806 9425.0 9445.0 ... 9691.28 9400.0 9367.0 OI
69 OI607 20250806 9425.0 9425.0 ... 187.81 9390.0 9380.0 OI
70 PF508 20250806 6298.0 6298.0 ... 31.49 6298.0 6290.0 PF
71 PF509 20250806 6314.0 6370.0 ... 156581.91 6332.0 6322.0 PF
72 PF510 20250806 6382.0 6436.0 ... 481228.55 6400.0 6376.0 PF
73 PF511 20250806 6374.0 6440.0 ... 277996.92 6408.0 6372.0 PF
74 PF512 20250806 6386.0 6438.0 ... 55692.20 6416.0 6370.0 PF
75 PF601 20250806 6386.0 6450.0 ... 8806.79 6410.0 6390.0 PF
76 PF602 20250806 6418.0 6452.0 ... 12.87 6434.0 6402.0 PF
77 PF603 20250806 6424.0 6448.0 ... 35.34 6426.0 6410.0 PF
78 PF604 20250806 6442.0 6444.0 ... 22.54 6442.0 6432.0 PF
79 PF605 20250806 6444.0 6484.0 ... 25.86 6466.0 6446.0 PF
80 PF606 20250806 6472.0 6488.0 ... 9.72 6478.0 6468.0 PF
81 PF607 20250806 6484.0 6490.0 ... 6.49 6488.0 6476.0 PF
82 PK510 20250806 8084.0 8100.0 ... 95588.20 8084.0 8074.0 PK
83 PK511 20250806 7956.0 7980.0 ... 75915.97 7956.0 7954.0 PK
84 PK512 20250806 7934.0 7970.0 ... 24022.29 7950.0 7952.0 PK
85 PK601 20250806 7960.0 7966.0 ... 7857.54 7954.0 7952.0 PK
86 PK603 20250806 7954.0 7974.0 ... 51.74 7960.0 7958.0 PK
87 PK604 20250806 7974.0 7976.0 ... 59.77 7970.0 7960.0 PK
88 PK605 20250806 7970.0 7986.0 ... 1087.79 7970.0 7958.0 PK
89 PL601 20250806 6510.0 6555.0 ... 24983.14 6499.0 6485.0 PL
90 PL602 20250806 6532.0 6570.0 ... 275.07 6549.0 6534.0 PL
91 PL603 20250806 6489.0 6531.0 ... 104.13 6508.0 6484.0 PL
92 PL604 20250806 6511.0 6511.0 ... 65.09 6509.0 6478.0 PL
93 PL605 20250806 6393.0 6393.0 ... 25.52 6379.0 6375.0 PL
94 PL606 20250806 0.0 0.0 ... 0.00 6499.0 6499.0 PL
95 PL607 20250806 0.0 0.0 ... 0.00 6477.0 6477.0 PL
96 PM509 20250806 0.0 0.0 ... 0.00 3122.0 3122.0 PM
97 PM511 20250806 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250806 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250806 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250806 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250806 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PR508 20250806 0.0 0.0 ... 0.00 5896.0 5864.0 PR
103 PR509 20250806 5868.0 5916.0 ... 59208.19 5886.0 5864.0 PR
104 PR510 20250806 5900.0 5950.0 ... 235479.50 5924.0 5894.0 PR
105 PR511 20250806 5908.0 5956.0 ... 199802.34 5936.0 5900.0 PR
106 PR512 20250806 5930.0 5962.0 ... 61986.56 5952.0 5916.0 PR
107 PR601 20250806 5934.0 5960.0 ... 2570.78 5930.0 5930.0 PR
108 PR602 20250806 0.0 0.0 ... 0.00 5978.0 5978.0 PR
109 PR603 20250806 0.0 0.0 ... 0.00 5968.0 5968.0 PR
110 PR604 20250806 0.0 0.0 ... 0.00 5968.0 5968.0 PR
111 PR605 20250806 0.0 0.0 ... 0.00 5978.0 5978.0 PR
112 PR606 20250806 0.0 0.0 ... 0.00 5968.0 5958.0 PR
113 PR607 20250806 0.0 0.0 ... 0.00 6012.0 6012.0 PR
114 PX508 20250806 0.0 0.0 ... 0.00 6756.0 6722.0 PX
115 PX509 20250806 6716.0 6828.0 ... 351097.13 6756.0 6722.0 PX
116 PX510 20250806 6726.0 6804.0 ... 106039.48 6754.0 6720.0 PX
117 PX511 20250806 6708.0 6794.0 ... 197629.57 6740.0 6710.0 PX
118 PX512 20250806 6708.0 6788.0 ... 62266.54 6742.0 6718.0 PX
119 PX601 20250806 6684.0 6768.0 ... 80619.70 6722.0 6696.0 PX
120 PX602 20250806 6730.0 6740.0 ... 16.84 6738.0 6688.0 PX
121 PX603 20250806 0.0 0.0 ... 0.00 6718.0 6686.0 PX
122 PX604 20250806 6744.0 6744.0 ... 6.74 6744.0 6696.0 PX
123 PX605 20250806 6688.0 6752.0 ... 100.68 6712.0 6688.0 PX
124 PX606 20250806 6700.0 6708.0 ... 10.06 6706.0 6680.0 PX
125 PX607 20250806 6710.0 6752.0 ... 26.90 6726.0 6700.0 PX
126 RI509 20250806 0.0 0.0 ... 0.00 2479.0 2479.0 RI
127 RI511 20250806 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250806 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250806 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250806 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250806 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RM508 20250806 2733.0 2745.0 ... 273.82 2738.0 2722.0 RM
133 RM509 20250806 2728.0 2793.0 ... 1508398.63 2761.0 2720.0 RM
134 RM511 20250806 2585.0 2615.0 ... 24847.32 2597.0 2578.0 RM
135 RM601 20250806 2444.0 2485.0 ... 553827.23 2462.0 2448.0 RM
136 RM603 20250806 2416.0 2445.0 ... 24039.15 2428.0 2418.0 RM
137 RM605 20250806 2392.0 2408.0 ... 67191.42 2397.0 2387.0 RM
138 RM607 20250806 2374.0 2383.0 ... 8859.63 2375.0 2367.0 RM
139 RS508 20250806 0.0 0.0 ... 0.00 5023.0 5061.0 RS
140 RS509 20250806 5278.0 5278.0 ... 238.96 5084.0 5122.0 RS
141 RS511 20250806 5269.0 5269.0 ... 15.73 5243.0 5232.0 RS
142 RS607 20250806 5584.0 5683.0 ... 123.77 5626.0 5512.0 RS
143 SA508 20250806 1254.0 1254.0 ... 97.57 1251.0 1237.0 SA
144 SA509 20250806 1269.0 1295.0 ... 1806727.84 1272.0 1255.0 SA
145 SA510 20250806 1305.0 1321.0 ... 191626.94 1302.0 1285.0 SA
146 SA511 20250806 1317.0 1331.0 ... 358539.66 1307.0 1291.0 SA
147 SA512 20250806 1362.0 1379.0 ... 187919.91 1352.0 1334.0 SA
148 SA601 20250806 1377.0 1388.0 ... 4578416.06 1363.0 1346.0 SA
149 SA602 20250806 1377.0 1396.0 ... 7750.65 1373.0 1366.0 SA
150 SA603 20250806 1385.0 1399.0 ... 7013.32 1377.0 1369.0 SA
151 SA604 20250806 1420.0 1438.0 ... 2587.76 1414.0 1407.0 SA
152 SA605 20250806 1427.0 1443.0 ... 125623.01 1421.0 1402.0 SA
153 SA606 20250806 1425.0 1445.0 ... 2443.86 1426.0 1406.0 SA
154 SA607 20250806 1424.0 1438.0 ... 2703.06 1424.0 1404.0 SA
155 SF508 20250806 5768.0 5944.0 ... 2384.39 5858.0 5654.0 SF
156 SF509 20250806 5708.0 6012.0 ... 1454719.26 5906.0 5666.0 SF
157 SF510 20250806 5692.0 5994.0 ... 258542.24 5880.0 5650.0 SF
158 SF511 20250806 5882.0 6176.0 ... 534537.38 6070.0 5830.0 SF
159 SF512 20250806 5864.0 6164.0 ... 59896.00 6054.0 5824.0 SF
160 SF601 20250806 5854.0 6148.0 ... 186150.55 6042.0 5810.0 SF
161 SF602 20250806 5844.0 6092.0 ... 1463.63 5986.0 5770.0 SF
162 SF603 20250806 6030.0 6226.0 ... 254.94 6144.0 5912.0 SF
163 SF604 20250806 6060.0 6182.0 ... 39.89 6138.0 5890.0 SF
164 SF605 20250806 5950.0 6204.0 ... 2949.62 6126.0 5904.0 SF
165 SF606 20250806 5946.0 6130.0 ... 275.76 6062.0 5864.0 SF
166 SF607 20250806 6058.0 6238.0 ... 172.68 6168.0 6010.0 SF
167 SH508 20250806 0.0 0.0 ... 0.00 2349.0 2354.0 SH
168 SH509 20250806 2506.0 2515.0 ... 1426910.21 2485.0 2490.0 SH
169 SH510 20250806 2590.0 2593.0 ... 321298.15 2569.0 2572.0 SH
170 SH511 20250806 2588.0 2590.0 ... 312692.04 2570.0 2573.0 SH
171 SH512 20250806 2607.0 2609.0 ... 76908.55 2593.0 2593.0 SH
172 SH601 20250806 2596.0 2598.0 ... 434692.64 2583.0 2584.0 SH
173 SH602 20250806 2621.0 2621.0 ... 492.90 2608.0 2605.0 SH
174 SH603 20250806 2634.0 2634.0 ... 715.35 2620.0 2619.0 SH
175 SH604 20250806 2672.0 2680.0 ... 528.43 2669.0 2664.0 SH
176 SH605 20250806 2697.0 2697.0 ... 5362.71 2680.0 2674.0 SH
177 SH606 20250806 2692.0 2702.0 ... 307.27 2695.0 2691.0 SH
178 SH607 20250806 2678.0 2690.0 ... 88.48 2681.0 2683.0 SH
179 SM508 20250806 6030.0 6148.0 ... 36.38 6064.0 5968.0 SM
180 SM509 20250806 6012.0 6192.0 ... 1381334.61 6110.0 5970.0 SM
181 SM510 20250806 6030.0 6188.0 ... 140567.57 6116.0 5978.0 SM
182 SM511 20250806 6078.0 6264.0 ... 213775.66 6196.0 6038.0 SM
183 SM512 20250806 6104.0 6270.0 ... 41131.80 6204.0 6058.0 SM
184 SM601 20250806 6102.0 6280.0 ... 444589.37 6202.0 6058.0 SM
185 SM602 20250806 6130.0 6258.0 ... 244.73 6196.0 6056.0 SM
186 SM603 20250806 6188.0 6278.0 ... 152.23 6214.0 6098.0 SM
187 SM604 20250806 6140.0 6290.0 ... 86.92 6210.0 6120.0 SM
188 SM605 20250806 6150.0 6312.0 ... 5777.89 6236.0 6092.0 SM
189 SM606 20250806 6204.0 6300.0 ... 53.05 6242.0 6088.0 SM
190 SM607 20250806 6164.0 6310.0 ... 56.48 6276.0 6112.0 SM
191 SR509 20250806 5680.0 5702.0 ... 635289.07 5689.0 5707.0 SR
192 SR511 20250806 5645.0 5654.0 ... 80865.75 5645.0 5656.0 SR
193 SR601 20250806 5623.0 5637.0 ... 475524.18 5627.0 5637.0 SR
194 SR603 20250806 5586.0 5605.0 ... 3027.70 5596.0 5606.0 SR
195 SR605 20250806 5566.0 5574.0 ... 19250.64 5565.0 5575.0 SR
196 SR607 20250806 5556.0 5569.0 ... 1718.81 5562.0 5571.0 SR
197 TA508 20250806 4666.0 4732.0 ... 1524.18 4668.0 4666.0 TA
198 TA509 20250806 4678.0 4748.0 ... 1408293.52 4702.0 4678.0 TA
199 TA510 20250806 4650.0 4756.0 ... 113324.77 4720.0 4698.0 TA
200 TA511 20250806 4706.0 4760.0 ... 119080.35 4728.0 4706.0 TA
201 TA512 20250806 4714.0 4764.0 ... 29852.27 4732.0 4712.0 TA
202 TA601 20250806 4710.0 4768.0 ... 651324.84 4734.0 4714.0 TA
203 TA602 20250806 4710.0 4758.0 ... 231.32 4722.0 4712.0 TA
204 TA603 20250806 4728.0 4774.0 ... 68.81 4746.0 4728.0 TA
205 TA604 20250806 4742.0 4782.0 ... 7.15 4768.0 4740.0 TA
206 TA605 20250806 4756.0 4800.0 ... 10110.05 4776.0 4752.0 TA
207 TA606 20250806 0.0 0.0 ... 0.00 4794.0 4750.0 TA
208 TA607 20250806 4806.0 4806.0 ... 2.40 4806.0 4770.0 TA
209 UR508 20250806 1775.0 1780.0 ... 206.40 1749.0 1754.0 UR
210 UR509 20250806 1784.0 1792.0 ... 833313.96 1761.0 1756.0 UR
211 UR510 20250806 1773.0 1785.0 ... 31993.87 1754.0 1750.0 UR
212 UR511 20250806 1789.0 1803.0 ... 27819.72 1777.0 1773.0 UR
213 UR512 20250806 1798.0 1799.0 ... 898.76 1776.0 1772.0 UR
214 UR601 20250806 1800.0 1804.0 ... 287545.04 1774.0 1772.0 UR
215 UR602 20250806 1792.0 1792.0 ... 938.41 1771.0 1773.0 UR
216 UR603 20250806 1814.0 1816.0 ... 371.35 1803.0 1802.0 UR
217 UR604 20250806 1811.0 1821.0 ... 224.15 1808.0 1798.0 UR
218 UR605 20250806 1818.0 1827.0 ... 13356.73 1805.0 1802.0 UR
219 UR606 20250806 1806.0 1809.0 ... 208.69 1799.0 1796.0 UR
220 UR607 20250806 1812.0 1812.0 ... 173.03 1802.0 1802.0 UR
221 WH509 20250806 0.0 0.0 ... 0.00 3198.0 3198.0 WH
222 WH511 20250806 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250806 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250806 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250806 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250806 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 ZC508 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC509 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250806 0.0 0.0 ... 0.00 801.4 801.4 ZC
[239 rows x 12 columns]
2025-08-07 18:26:03,037 - future_1d - INFO - ak.get_czce_daily('2025-08-06') done
symbol date open ... settle pre_settle variety
0 IC2508 20250806 6255.000 ... 6331.000 6260.200 IC
1 IC2509 20250806 6198.000 ... 6266.200 6195.600 IC
2 IC2512 20250806 6034.800 ... 6107.800 6038.000 IC
3 IC2603 20250806 5909.800 ... 5973.400 5903.400 IC
4 IF2508 20250806 4091.400 ... 4109.000 4094.400 IF
5 IF2509 20250806 4080.000 ... 4098.600 4081.800 IF
6 IF2512 20250806 4050.800 ... 4068.600 4050.800 IF
7 IF2603 20250806 4022.000 ... 4037.800 4019.000 IF
8 IH2508 20250806 2787.000 ... 2797.200 2789.800 IH
9 IH2509 20250806 2790.000 ... 2798.200 2790.800 IH
10 IH2512 20250806 2790.000 ... 2800.200 2792.600 IH
11 IH2603 20250806 2789.800 ... 2801.800 2792.800 IH
12 IM2508 20250806 6745.000 ... 6840.200 6744.600 IM
13 IM2509 20250806 6674.000 ... 6770.400 6673.200 IM
14 IM2512 20250806 6490.000 ... 6581.200 6482.200 IM
15 IM2603 20250806 6312.000 ... 6402.600 6304.800 IM
16 T2509 20250806 108.510 ... 108.565 108.550 T
17 T2512 20250806 108.325 ... 108.435 108.360 T
18 T2603 20250806 108.085 ... 108.235 108.150 T
19 TF2509 20250806 105.755 ... 105.780 105.755 TF
20 TF2512 20250806 105.700 ... 105.815 105.770 TF
21 TF2603 20250806 105.740 ... 105.820 105.770 TF
22 TL2509 20250806 119.220 ... 119.340 119.380 TL
23 TL2512 20250806 118.830 ... 119.000 119.020 TL
24 TL2603 20250806 118.460 ... 118.620 118.610 TL
25 TS2509 20250806 102.348 ... 102.370 102.352 TS
26 TS2512 20250806 102.384 ... 102.408 102.392 TS
27 TS2603 20250806 102.352 ... 102.380 102.368 TS
[28 rows x 12 columns]
2025-08-07 18:26:03,145 - future_1d - INFO - ak.get_cffex_daily('2025-08-06') done
symbol date open ... settle pre_settle variety
0 PS2508 20250806 49030.0 ... 49845.0 48635.0 PS
1 PS2509 20250806 50290.0 ... 51200.0 49445.0 PS
2 PS2510 20250806 50580.0 ... 51385.0 49665.0 PS
3 PS2511 20250806 50300.0 ... 51555.0 49740.0 PS
4 PS2512 20250806 53000.0 ... 54630.0 52710.0 PS
5 PS2601 20250806 53645.0 ... 54795.0 52905.0 PS
6 PS2602 20250806 53770.0 ... 54730.0 53055.0 PS
7 PS2603 20250806 53810.0 ... 54875.0 53175.0 PS
8 PS2604 20250806 54150.0 ... 55050.0 53395.0 PS
9 PS2605 20250806 54200.0 ... 55125.0 53265.0 PS
10 PS2606 20250806 56945.0 ... 57555.0 55725.0 PS
11 PS2607 20250806 56140.0 ... 57595.0 55890.0 PS
13 SI2508 20250806 8530.0 ... 8630.0 8490.0 SI
14 SI2509 20250806 8435.0 ... 8570.0 8365.0 SI
15 SI2510 20250806 8405.0 ... 8585.0 8400.0 SI
16 SI2511 20250806 8400.0 ... 8615.0 8395.0 SI
17 SI2512 20250806 8815.0 ... 9010.0 8785.0 SI
18 SI2601 20250806 8800.0 ... 8990.0 8770.0 SI
19 SI2602 20250806 8850.0 ... 9085.0 8810.0 SI
20 SI2603 20250806 8845.0 ... 9110.0 8780.0 SI
21 SI2604 20250806 8870.0 ... 9170.0 8830.0 SI
22 SI2605 20250806 8960.0 ... 9130.0 8805.0 SI
23 SI2606 20250806 8890.0 ... 9135.0 8825.0 SI
24 SI2607 20250806 8925.0 ... 9100.0 8795.0 SI
27 LC2508 20250806 67500.0 ... 67800.0 68200.0 LC
28 LC2509 20250806 67680.0 ... 68300.0 68400.0 LC
29 LC2510 20250806 67760.0 ... 68560.0 68520.0 LC
30 LC2511 20250806 68100.0 ... 68620.0 68540.0 LC
31 LC2512 20250806 68440.0 ... 68900.0 68680.0 LC
32 LC2601 20250806 68500.0 ... 69040.0 68800.0 LC
33 LC2602 20250806 68480.0 ... 68820.0 68520.0 LC
34 LC2603 20250806 68380.0 ... 68800.0 68720.0 LC
35 LC2604 20250806 69360.0 ... 69580.0 69360.0 LC
36 LC2605 20250806 69400.0 ... 69800.0 69560.0 LC
37 LC2606 20250806 69460.0 ... 69600.0 69560.0 LC
38 LC2607 20250806 69560.0 ... 69700.0 69780.0 LC
[36 rows x 12 columns]
2025-08-07 18:26:03,289 - future_1d - INFO - ak.get_gfex_daily('2025-08-06') done
index symbol date ... settle pre_settle variety
0 0 CU2508 20250806 ... 78200 78490 CU
1 1 CU2509 20250806 ... 78160 78480 CU
2 2 CU2510 20250806 ... 78160 78480 CU
3 3 CU2511 20250806 ... 78150 78440 CU
4 4 CU2512 20250806 ... 78120 78420 CU
5 5 CU2601 20250806 ... 78080 78400 CU
6 6 CU2602 20250806 ... 78030 78330 CU
7 7 CU2603 20250806 ... 78010 78340 CU
8 8 CU2604 20250806 ... 78040 78360 CU
9 9 CU2605 20250806 ... 78080 78390 CU
10 10 CU2606 20250806 ... 78040 78380 CU
11 11 CU2607 20250806 ... 78060 78380 CU
12 12 BC2508 20250806 ... 69270 69500 BC
13 13 BC2509 20250806 ... 69340 69640 BC
14 14 BC2510 20250806 ... 69410 69680 BC
15 15 BC2511 20250806 ... 69240 69240 BC
16 16 BC2512 20250806 ... 69900 69910 BC
17 17 BC2601 20250806 ... 70020 70020 BC
18 18 BC2602 20250806 ... 70000 70000 BC
19 19 BC2603 20250806 ... 70000 70000 BC
20 20 BC2604 20250806 ... 70000 70000 BC
21 21 BC2605 20250806 ... 70000 70000 BC
22 22 BC2606 20250806 ... 69340 69340 BC
23 23 BC2607 20250806 ... 68670 68670 BC
24 24 AL2508 20250806 ... 20655 20535 AL
25 25 AL2509 20250806 ... 20600 20495 AL
26 26 AL2510 20250806 ... 20570 20460 AL
27 27 AL2511 20250806 ... 20525 20420 AL
28 28 AL2512 20250806 ... 20475 20360 AL
29 29 AL2601 20250806 ... 20445 20325 AL
30 30 AL2602 20250806 ... 20450 20320 AL
31 31 AL2603 20250806 ... 20470 20355 AL
32 32 AL2604 20250806 ... 20460 20345 AL
33 33 AL2605 20250806 ... 20480 20370 AL
34 34 AL2606 20250806 ... 20535 20405 AL
35 35 AL2607 20250806 ... 20505 20420 AL
36 36 ZN2508 20250806 ... 22310 22295 ZN
37 37 ZN2509 20250806 ... 22330 22315 ZN
38 38 ZN2510 20250806 ... 22330 22315 ZN
39 39 ZN2511 20250806 ... 22325 22315 ZN
40 40 ZN2512 20250806 ... 22280 22295 ZN
41 41 ZN2601 20250806 ... 22260 22260 ZN
42 42 ZN2602 20250806 ... 22255 22230 ZN
43 43 ZN2603 20250806 ... 22275 22300 ZN
44 44 ZN2604 20250806 ... 22270 22280 ZN
45 45 ZN2605 20250806 ... 22320 22300 ZN
46 46 ZN2606 20250806 ... 22345 22310 ZN
47 47 ZN2607 20250806 ... 22305 22295 ZN
48 48 PB2508 20250806 ... 16775 16665 PB
49 49 PB2509 20250806 ... 16830 16715 PB
50 50 PB2510 20250806 ... 16825 16720 PB
51 51 PB2511 20250806 ... 16845 16760 PB
52 52 PB2512 20250806 ... 16845 16785 PB
53 53 PB2601 20250806 ... 16925 16785 PB
54 54 PB2602 20250806 ... 16970 16800 PB
55 55 PB2603 20250806 ... 16825 16825 PB
56 56 PB2604 20250806 ... 16855 16855 PB
57 57 PB2605 20250806 ... 17020 16925 PB
58 58 PB2606 20250806 ... 16860 16860 PB
59 59 PB2607 20250806 ... 16980 16980 PB
60 60 NI2508 20250806 ... 120620 120660 NI
61 61 NI2509 20250806 ... 120680 120800 NI
62 62 NI2510 20250806 ... 120810 120900 NI
63 63 NI2511 20250806 ... 120970 121090 NI
64 64 NI2512 20250806 ... 121190 121380 NI
65 65 NI2601 20250806 ... 121500 121610 NI
66 66 NI2602 20250806 ... 121710 121950 NI
67 67 NI2603 20250806 ... 121820 122050 NI
68 68 NI2604 20250806 ... 122280 122250 NI
69 69 NI2605 20250806 ... 122640 122680 NI
70 70 NI2606 20250806 ... 122940 122900 NI
71 71 NI2607 20250806 ... 123100 123210 NI
72 72 SN2508 20250806 ... 266550 265600 SN
73 73 SN2509 20250806 ... 266860 266140 SN
74 74 SN2510 20250806 ... 267160 266620 SN
75 75 SN2511 20250806 ... 267170 266700 SN
76 76 SN2512 20250806 ... 266980 266960 SN
77 77 SN2601 20250806 ... 267550 266920 SN
78 78 SN2602 20250806 ... 267470 268140 SN
79 79 SN2603 20250806 ... 267930 268190 SN
80 80 SN2604 20250806 ... 268730 268730 SN
81 81 SN2605 20250806 ... 268090 267070 SN
82 82 SN2606 20250806 ... 268240 267870 SN
83 83 SN2607 20250806 ... 268490 268490 SN
84 84 AO2508 20250806 ... 3227 3225 AO
85 85 AO2509 20250806 ... 3222 3210 AO
86 86 AO2510 20250806 ... 3223 3213 AO
87 87 AO2511 20250806 ... 3225 3215 AO
88 88 AO2512 20250806 ... 3232 3219 AO
89 89 AO2601 20250806 ... 3235 3220 AO
90 90 AO2602 20250806 ... 3219 3220 AO
91 91 AO2603 20250806 ... 3229 3218 AO
92 92 AO2604 20250806 ... 3237 3209 AO
93 93 AO2605 20250806 ... 3237 3215 AO
94 94 AO2606 20250806 ... 3234 3208 AO
95 95 AO2607 20250806 ... 3239 3212 AO
96 96 AD2511 20250806 ... 20020 19940 AD
97 97 AD2512 20250806 ... 20060 19935 AD
98 98 AD2601 20250806 ... 20015 19880 AD
99 99 AD2602 20250806 ... 19855 19800 AD
100 100 AD2603 20250806 ... 19885 19795 AD
101 101 AD2604 20250806 ... 19710 19710 AD
102 102 AD2605 20250806 ... 19650 19650 AD
103 103 AD2606 20250806 ... 19715 19715 AD
104 104 AD2607 20250806 ... 19830 19830 AD
105 105 AU2508 20250806 ... 781.54 781.16 AU
106 106 AU2509 20250806 ... 783.02 783.04 AU
107 107 AU2510 20250806 ... 784.26 784.32 AU
108 108 AU2512 20250806 ... 786.36 786.54 AU
109 109 AU2602 20250806 ... 788.5 788.78 AU
110 110 AU2604 20250806 ... 790.68 790.86 AU
111 111 AU2606 20250806 ... 792.88 793 AU
112 112 AU2608 20250806 ... 795.3 795.52 AU
113 113 AG2508 20250806 ... 9147 9030 AG
114 114 AG2509 20250806 ... 9147 9063 AG
115 115 AG2510 20250806 ... 9160 9074 AG
116 116 AG2511 20250806 ... 9169 9086 AG
117 117 AG2512 20250806 ... 9184 9099 AG
118 118 AG2601 20250806 ... 9192 9110 AG
119 119 AG2602 20250806 ... 9208 9123 AG
120 120 AG2603 20250806 ... 9218 9135 AG
121 121 AG2604 20250806 ... 9228 9148 AG
122 122 AG2605 20250806 ... 9250 9163 AG
123 123 AG2606 20250806 ... 9257 9173 AG
124 124 AG2607 20250806 ... 9266 9185 AG
125 125 RB2508 20250806 ... 3195 3168 RB
126 126 RB2509 20250806 ... 3194 3180 RB
127 127 RB2510 20250806 ... 3230 3210 RB
128 128 RB2511 20250806 ... 3246 3227 RB
129 129 RB2512 20250806 ... 3284 3265 RB
130 130 RB2601 20250806 ... 3306 3284 RB
131 131 RB2602 20250806 ... 3295 3269 RB
132 132 RB2603 20250806 ... 3317 3286 RB
133 133 RB2604 20250806 ... 3330 3315 RB
134 134 RB2605 20250806 ... 3334 3311 RB
135 135 RB2606 20250806 ... 3346 3330 RB
136 136 RB2607 20250806 ... 3354 3331 RB
137 137 WR2508 20250806 ... 3212 3212 WR
138 138 WR2509 20250806 ... 3342 3342 WR
139 139 WR2510 20250806 ... 3467 3449 WR
140 140 WR2511 20250806 ... 3490 3490 WR
141 141 WR2512 20250806 ... 3499 3499 WR
142 142 WR2601 20250806 ... 3473 3473 WR
143 143 WR2602 20250806 ... 3523 3507 WR
144 144 WR2603 20250806 ... 3527 3565 WR
145 145 WR2604 20250806 ... 3560 3560 WR
146 146 WR2605 20250806 ... 3478 3439 WR
147 147 WR2606 20250806 ... 3599 3599 WR
148 148 WR2607 20250806 ... 3635 3635 WR
149 149 HC2508 20250806 ... 3450 3453 HC
150 150 HC2509 20250806 ... 3461 3443 HC
151 151 HC2510 20250806 ... 3452 3437 HC
152 152 HC2511 20250806 ... 3454 3434 HC
153 153 HC2512 20250806 ... 3451 3435 HC
154 154 HC2601 20250806 ... 3455 3440 HC
155 155 HC2602 20250806 ... 3448 3431 HC
156 156 HC2603 20250806 ... 3456 3434 HC
157 157 HC2604 20250806 ... 3461 3441 HC
158 158 HC2605 20250806 ... 3460 3439 HC
159 159 HC2606 20250806 ... 3457 3456 HC
160 160 HC2607 20250806 ... 3473 3459 HC
161 161 SS2508 20250806 ... 12955 12960 SS
162 162 SS2509 20250806 ... 12930 12950 SS
163 163 SS2510 20250806 ... 12985 12995 SS
164 164 SS2511 20250806 ... 13025 13035 SS
165 165 SS2512 20250806 ... 13045 13055 SS
166 166 SS2601 20250806 ... 13085 13095 SS
167 167 SS2602 20250806 ... 13125 13135 SS
168 168 SS2603 20250806 ... 13180 13195 SS
169 169 SS2604 20250806 ... 13190 13190 SS
170 170 SS2605 20250806 ... 13270 13265 SS
171 171 SS2606 20250806 ... 13300 13290 SS
172 172 SS2607 20250806 ... 13335 13345 SS
173 173 SC2509 20250806 ... 504.2 509.1 SC
174 174 SC2510 20250806 ... 499.5 503.3 SC
175 175 SC2511 20250806 ... 495.4 499.4 SC
176 176 SC2512 20250806 ... 491.6 494.7 SC
177 177 SC2601 20250806 ... 488.6 490.5 SC
178 178 SC2602 20250806 ... 486 486.6 SC
179 179 SC2603 20250806 ... 483.2 484.8 SC
180 180 SC2604 20250806 ... 481.6 481.7 SC
181 181 SC2605 20250806 ... 478.4 481.3 SC
182 182 SC2606 20250806 ... 476.8 479.3 SC
183 183 SC2607 20250806 ... 475.6 482.4 SC
184 184 SC2608 20250806 ... 477.5 481.6 SC
185 185 SC2609 20250806 ... 475 478 SC
186 186 SC2612 20250806 ... 472.3 472.3 SC
187 187 SC2703 20250806 ... 470.5 473.1 SC
188 188 SC2706 20250806 ... 467.8 473 SC
189 189 SC2709 20250806 ... 464.4 466.8 SC
190 190 SC2712 20250806 ... 464 466.3 SC
191 191 SC2803 20250806 ... 460.5 463 SC
192 192 SC2806 20250806 ... 456 458.6 SC
193 193 LU2509 20250806 ... 3532 3544 LU
194 194 LU2510 20250806 ... 3535 3539 LU
195 195 LU2511 20250806 ... 3531 3541 LU
196 196 LU2512 20250806 ... 3507 3528 LU
197 197 LU2601 20250806 ... 3488 3495 LU
198 198 LU2602 20250806 ... 3451 3473 LU
199 199 LU2603 20250806 ... 3438 3467 LU
200 200 LU2604 20250806 ... 3431 3443 LU
201 201 LU2605 20250806 ... 3427 3435 LU
202 202 LU2606 20250806 ... 3421 3437 LU
203 203 LU2607 20250806 ... 3415 3422 LU
204 204 LU2608 20250806 ... 3408 3418 LU
205 205 FU2509 20250806 ... 2819 2818 FU
206 206 FU2510 20250806 ... 2838 2839 FU
207 207 FU2511 20250806 ... 2850 2849 FU
208 208 FU2512 20250806 ... 2849 2848 FU
209 209 FU2601 20250806 ... 2840 2841 FU
210 210 FU2602 20250806 ... 2832 2836 FU
211 211 FU2603 20250806 ... 2824 2830 FU
212 212 FU2604 20250806 ... 2820 2825 FU
213 213 FU2605 20250806 ... 2806 2815 FU
214 214 FU2606 20250806 ... 2803 2810 FU
215 215 FU2607 20250806 ... 2788 2797 FU
216 216 FU2608 20250806 ... 2788 2793 FU
217 217 BU2508 20250806 ... 3550 3557 BU
218 218 BU2509 20250806 ... 3543 3543 BU
219 219 BU2510 20250806 ... 3517 3523 BU
220 220 BU2511 20250806 ... 3486 3494 BU
221 221 BU2512 20250806 ... 3430 3434 BU
222 222 BU2601 20250806 ... 3396 3399 BU
223 223 BU2602 20250806 ... 3385 3383 BU
224 224 BU2603 20250806 ... 3367 3371 BU
225 225 BU2604 20250806 ... 3372 3372 BU
226 226 BU2605 20250806 ... 3362 3368 BU
227 227 BU2606 20250806 ... 3359 3366 BU
228 228 BU2607 20250806 ... 3380 3361 BU
229 229 BU2609 20250806 ... 3364 3364 BU
230 230 BU2612 20250806 ... 3297 3316 BU
231 231 BU2703 20250806 ... 3314 3315 BU
232 232 BU2706 20250806 ... 3335 3335 BU
233 233 BR2508 20250806 ... 11525 11480 BR
234 234 BR2509 20250806 ... 11510 11460 BR
235 235 BR2510 20250806 ... 11510 11465 BR
236 236 BR2511 20250806 ... 11530 11490 BR
237 237 BR2512 20250806 ... 11575 11540 BR
238 238 BR2601 20250806 ... 11615 11555 BR
239 239 BR2602 20250806 ... 11605 11570 BR
240 240 BR2603 20250806 ... 11665 11585 BR
241 241 BR2604 20250806 ... 11615 11615 BR
242 242 BR2605 20250806 ... 11735 11670 BR
243 243 BR2606 20250806 ... 11695 11675 BR
244 244 BR2607 20250806 ... 11760 11660 BR
245 245 RU2508 20250806 ... 14460 14460 RU
246 246 RU2509 20250806 ... 14510 14465 RU
247 247 RU2510 20250806 ... 14525 14475 RU
248 248 RU2511 20250806 ... 14555 14495 RU
249 249 RU2601 20250806 ... 15475 15380 RU
250 250 RU2603 20250806 ... 15570 15420 RU
251 251 RU2604 20250806 ... 15590 15500 RU
252 252 RU2605 20250806 ... 15595 15480 RU
253 253 RU2606 20250806 ... 15600 15615 RU
254 254 RU2607 20250806 ... 15620 15590 RU
255 255 NR2508 20250806 ... 12260 12230 NR
256 256 NR2509 20250806 ... 12300 12270 NR
257 257 NR2510 20250806 ... 12365 12315 NR
258 258 NR2511 20250806 ... 12410 12365 NR
259 259 NR2512 20250806 ... 12435 12390 NR
260 260 NR2601 20250806 ... 12470 12415 NR
261 261 NR2602 20250806 ... 12505 12465 NR
262 262 NR2603 20250806 ... 12545 12470 NR
263 263 NR2604 20250806 ... 12565 12520 NR
264 264 NR2605 20250806 ... 12620 12780 NR
265 265 NR2606 20250806 ... 12540 12540 NR
266 266 NR2607 20250806 ... 12645 12560 NR
267 267 SP2508 20250806 ... 5108 5108 SP
268 268 SP2509 20250806 ... 5162 5156 SP
269 269 SP2510 20250806 ... 5176 5156 SP
270 270 SP2511 20250806 ... 5178 5162 SP
271 271 SP2512 20250806 ... 5186 5168 SP
272 272 SP2601 20250806 ... 5418 5394 SP
273 273 SP2602 20250806 ... 5402 5368 SP
274 274 SP2603 20250806 ... 5392 5378 SP
275 275 SP2604 20250806 ... 5390 5350 SP
276 276 SP2605 20250806 ... 5394 5374 SP
277 277 SP2606 20250806 ... 5420 5394 SP
278 278 SP2607 20250806 ... 5402 5370 SP
279 279 EC2508 20250806 ... 2080.3 2096 EC
280 280 EC2510 20250806 ... 1434.4 1411.1 EC
281 281 EC2512 20250806 ... 1759.5 1682.1 EC
282 282 EC2602 20250806 ... 1521.6 1478.2 EC
283 283 EC2604 20250806 ... 1342.5 1323.6 EC
284 284 EC2606 20250806 ... 1489.4 1460.8 EC
285 287 SC_TAS2509 20250806 ... SC_TAS
286 288 SC_TAS2510 20250806 ... SC_TAS
287 289 SC_TAS2511 20250806 ... SC_TAS
288 290 SC_TAS2512 20250806 ... SC_TAS
[289 rows x 13 columns]
2025-08-07 18:26:03,397 - future_1d - INFO - ak.get_shfe_daily('2025-08-06') done
2025-08-07 18:26:05,140 - future_1d - INFO - save future_daily 2025-08-06 completed
symbol date open ... settle pre_settle variety
0 a2509 20250807 4118.00 ... 4128.00 4118.00 A
1 a2511 20250807 4102.00 ... 4099.00 4097.00 A
2 a2601 20250807 4098.00 ... 4100.00 4101.00 A
3 a2603 20250807 4085.00 ... 4090.00 4092.00 A
4 a2605 20250807 4131.00 ... 4128.00 4130.00 A
5 a2607 20250807 4125.00 ... 4124.00 4122.00 A
6 b2508 20250807 0.00 ... 3616.00 3616.00 B
7 b2509 20250807 3734.00 ... 3730.00 3717.00 B
8 b2510 20250807 3775.00 ... 3764.00 3756.00 B
9 b2511 20250807 3790.00 ... 3783.00 3778.00 B
10 b2512 20250807 3807.00 ... 3797.00 3797.00 B
11 b2601 20250807 3795.00 ... 3785.00 3782.00 B
12 b2602 20250807 3769.00 ... 3759.00 3758.00 B
13 b2603 20250807 3678.00 ... 3672.00 3660.00 B
14 b2604 20250807 3556.00 ... 3548.00 3545.00 B
15 b2605 20250807 3481.00 ... 3475.00 3467.00 B
16 b2606 20250807 3462.00 ... 3458.00 3452.00 B
17 b2607 20250807 3450.00 ... 3445.00 3442.00 B
18 bb2509 20250807 150.70 ... 150.65 150.70 BB
19 bb2511 20250807 151.55 ... 149.90 149.85 BB
20 bb2601 20250807 149.05 ... 149.55 149.80 BB
21 bb2603 20250807 147.85 ... 147.90 148.05 BB
22 bb2605 20250807 0.00 ... 142.20 142.30 BB
23 bb2607 20250807 0.00 ... 147.95 148.10 BB
24 bz2603 20250807 6266.00 ... 6268.00 6235.00 BZ
25 bz2604 20250807 6223.00 ... 6236.00 6195.00 BZ
26 bz2605 20250807 6239.00 ... 6239.00 6207.00 BZ
27 bz2606 20250807 6250.00 ... 6239.00 6165.00 BZ
28 bz2607 20250807 0.00 ... 6175.00 6175.00 BZ
29 c2509 20250807 2263.00 ... 2266.00 2255.00 C
30 c2511 20250807 2214.00 ... 2214.00 2210.00 C
31 c2601 20250807 2195.00 ... 2194.00 2192.00 C
32 c2603 20250807 2203.00 ... 2200.00 2197.00 C
33 c2605 20250807 2245.00 ... 2248.00 2242.00 C
34 c2607 20250807 2264.00 ... 2265.00 2260.00 C
35 cs2509 20250807 2662.00 ... 2661.00 2657.00 CS
36 cs2511 20250807 2554.00 ... 2560.00 2559.00 CS
37 cs2601 20250807 2565.00 ... 2568.00 2563.00 CS
38 cs2603 20250807 2560.00 ... 2561.00 2557.00 CS
39 cs2605 20250807 2611.00 ... 2613.00 2606.00 CS
40 cs2607 20250807 2619.00 ... 2620.00 2614.00 CS
41 eb2508 20250807 0.00 ... 7299.00 7299.00 EB
42 eb2509 20250807 7309.00 ... 7309.00 7283.00 EB
43 eb2510 20250807 7335.00 ... 7334.00 7313.00 EB
44 eb2511 20250807 7357.00 ... 7351.00 7332.00 EB
45 eb2512 20250807 7364.00 ... 7367.00 7346.00 EB
46 eb2601 20250807 7390.00 ... 7379.00 7357.00 EB
47 eb2602 20250807 7375.00 ... 7387.00 7371.00 EB
48 eb2603 20250807 7406.00 ... 7404.00 7385.00 EB
49 eb2604 20250807 7424.00 ... 7413.00 7356.00 EB
50 eb2605 20250807 7410.00 ... 7411.00 7400.00 EB
51 eb2606 20250807 0.00 ... 7376.00 7376.00 EB
52 eb2607 20250807 7375.00 ... 7376.00 7330.00 EB
53 eg2508 20250807 0.00 ... 4407.00 4407.00 EG
54 eg2509 20250807 4430.00 ... 4412.00 4411.00 EG
55 eg2510 20250807 4416.00 ... 4419.00 4416.00 EG
56 eg2511 20250807 4439.00 ... 4431.00 4423.00 EG
57 eg2512 20250807 4462.00 ... 4443.00 4431.00 EG
58 eg2601 20250807 4440.00 ... 4436.00 4434.00 EG
59 eg2602 20250807 0.00 ... 4442.00 4442.00 EG
60 eg2603 20250807 4456.00 ... 4445.00 4440.00 EG
61 eg2604 20250807 0.00 ... 4464.00 4464.00 EG
62 eg2605 20250807 4465.00 ... 4464.00 4465.00 EG
63 eg2606 20250807 0.00 ... 4470.00 4470.00 EG
64 eg2607 20250807 0.00 ... 4446.00 4446.00 EG
65 fb2508 20250807 1451.50 ... 1451.50 1370.50 FB
66 fb2509 20250807 1254.00 ... 1254.00 1254.00 FB
67 fb2510 20250807 1300.00 ... 1296.50 1295.00 FB
68 fb2511 20250807 1289.50 ... 1292.00 1290.50 FB
69 fb2512 20250807 1297.50 ... 1292.50 1293.50 FB
70 fb2601 20250807 1300.50 ... 1297.00 1296.50 FB
71 fb2602 20250807 1303.50 ... 1299.50 1301.00 FB
72 fb2603 20250807 0.00 ... 1313.50 1313.50 FB
73 fb2604 20250807 0.00 ... 1310.50 1310.50 FB
74 fb2605 20250807 0.00 ... 1337.50 1337.50 FB
75 fb2606 20250807 1339.50 ... 1339.50 1331.50 FB
76 fb2607 20250807 0.00 ... 1302.50 1302.50 FB
77 i2508 20250807 820.00 ... 820.00 816.50 I
78 i2509 20250807 795.50 ... 791.50 795.00 I
79 i2510 20250807 793.00 ... 789.00 793.50 I
80 i2511 20250807 789.00 ... 785.00 789.00 I
81 i2512 20250807 785.50 ... 781.00 785.50 I
82 i2601 20250807 779.00 ... 773.00 778.50 I
83 i2602 20250807 774.00 ... 768.50 773.50 I
84 i2603 20250807 768.00 ... 764.00 768.50 I
85 i2604 20250807 763.50 ... 759.50 763.50 I
86 i2605 20250807 755.50 ... 751.00 754.50 I
87 i2606 20250807 751.00 ... 746.50 750.00 I
88 i2607 20250807 745.00 ... 741.50 745.50 I
89 j2508 20250807 0.00 ... 1598.00 1598.00 J
90 j2509 20250807 1639.50 ... 1658.00 1639.50 J
91 j2510 20250807 1672.50 ... 1679.00 1672.00 J
92 j2511 20250807 1698.50 ... 1701.50 1690.50 J
93 j2512 20250807 1718.50 ... 1729.00 1704.00 J
94 j2601 20250807 1726.00 ... 1735.50 1721.00 J
95 j2602 20250807 1743.00 ... 1759.00 1731.50 J
96 j2603 20250807 1782.00 ... 1784.00 1752.00 J
97 j2604 20250807 1804.50 ... 1795.50 1781.50 J
98 j2605 20250807 1821.00 ... 1819.00 1811.50 J
99 j2606 20250807 1837.50 ... 1837.50 1827.50 J
100 j2607 20250807 1829.00 ... 1830.50 1819.50 J
101 jd2508 20250807 2729.00 ... 2751.00 2756.00 JD
102 jd2509 20250807 3379.00 ... 3376.00 3352.00 JD
103 jd2510 20250807 3285.00 ... 3288.00 3275.00 JD
104 jd2511 20250807 3353.00 ... 3336.00 3355.00 JD
105 jd2512 20250807 3517.00 ... 3474.00 3536.00 JD
106 jd2601 20250807 3624.00 ... 3582.00 3627.00 JD
107 jd2602 20250807 3209.00 ... 3191.00 3207.00 JD
108 jd2603 20250807 3217.00 ... 3197.00 3217.00 JD
109 jd2604 20250807 3366.00 ... 3356.00 3364.00 JD
110 jd2605 20250807 3478.00 ... 3463.00 3474.00 JD
111 jd2606 20250807 3300.00 ... 3296.00 3303.00 JD
112 jd2607 20250807 3514.00 ... 3513.00 3516.00 JD
113 jm2508 20250807 890.50 ... 878.00 941.50 JM
114 jm2509 20250807 1080.00 ... 1085.00 1050.00 JM
115 jm2510 20250807 1132.50 ... 1143.00 1100.50 JM
116 jm2511 20250807 1165.00 ... 1184.00 1144.00 JM
117 jm2512 20250807 1196.00 ... 1204.50 1171.00 JM
118 jm2601 20250807 1226.50 ... 1221.00 1202.00 JM
119 jm2602 20250807 1241.00 ... 1233.00 1225.50 JM
120 jm2603 20250807 1262.50 ... 1243.00 1239.00 JM
121 jm2604 20250807 1270.50 ... 1248.50 1257.00 JM
122 jm2605 20250807 1270.00 ... 1257.50 1269.50 JM
123 jm2606 20250807 1288.50 ... 1261.50 1277.00 JM
124 jm2607 20250807 1294.50 ... 1266.50 1285.00 JM
125 l2508 20250807 0.00 ... 7311.00 7311.00 L
126 l2509 20250807 7310.00 ... 7302.00 7318.00 L
127 l2510 20250807 7354.00 ... 7321.00 7339.00 L
128 l2511 20250807 7365.00 ... 7353.00 7362.00 L
129 l2512 20250807 7374.00 ... 7364.00 7375.00 L
130 l2601 20250807 7380.00 ... 7369.00 7382.00 L
131 l2602 20250807 7373.00 ... 7359.00 7365.00 L
132 l2603 20250807 7376.00 ... 7356.00 7373.00 L
133 l2604 20250807 7399.00 ... 7378.00 7394.00 L
134 l2605 20250807 7376.00 ... 7367.00 7373.00 L
135 l2606 20250807 7360.00 ... 7360.00 7369.00 L
136 l2607 20250807 7373.00 ... 7373.00 7375.00 L
137 lg2509 20250807 835.00 ... 833.00 831.00 LG
138 lg2511 20250807 842.00 ... 840.50 839.00 LG
139 lg2601 20250807 838.50 ... 840.50 841.00 LG
140 lg2603 20250807 839.00 ... 838.00 839.00 LG
141 lg2605 20250807 840.00 ... 840.00 842.00 LG
142 lg2607 20250807 839.50 ... 838.00 839.00 LG
143 lh2509 20250807 13810.00 ... 13825.00 13825.00 LH
144 lh2511 20250807 13965.00 ... 14045.00 13985.00 LH
145 lh2601 20250807 14260.00 ... 14350.00 14285.00 LH
146 lh2603 20250807 13365.00 ... 13355.00 13365.00 LH
147 lh2605 20250807 13960.00 ... 13885.00 13890.00 LH
148 lh2607 20250807 14440.00 ... 14400.00 14490.00 LH
149 m2508 20250807 3013.00 ... 3004.00 3007.00 M
150 m2509 20250807 3030.00 ... 3020.00 3027.00 M
151 m2511 20250807 3066.00 ... 3058.00 3064.00 M
152 m2512 20250807 3090.00 ... 3090.00 3095.00 M
153 m2601 20250807 3077.00 ... 3068.00 3072.00 M
154 m2603 20250807 2947.00 ... 2943.00 2942.00 M
155 m2605 20250807 2762.00 ... 2754.00 2754.00 M
156 m2607 20250807 2740.00 ... 2737.00 2735.00 M
157 p2508 20250807 0.00 ... 8808.00 8808.00 P
158 p2509 20250807 9000.00 ... 8988.00 8980.00 P
159 p2510 20250807 8988.00 ... 8982.00 8978.00 P
160 p2511 20250807 8992.00 ... 8984.00 8976.00 P
161 p2512 20250807 9002.00 ... 8990.00 8980.00 P
162 p2601 20250807 9016.00 ... 8994.00 8986.00 P
163 p2602 20250807 9004.00 ... 8968.00 8944.00 P
164 p2603 20250807 8962.00 ... 8920.00 8910.00 P
165 p2604 20250807 8882.00 ... 8858.00 8882.00 P
166 p2605 20250807 8788.00 ... 8782.00 8780.00 P
167 p2606 20250807 8714.00 ... 8694.00 8708.00 P
168 p2607 20250807 8608.00 ... 8620.00 8654.00 P
169 pg2508 20250807 0.00 ... 3885.00 3885.00 PG
170 pg2509 20250807 3864.00 ... 3837.00 3835.00 PG
171 pg2510 20250807 4328.00 ... 4306.00 4302.00 PG
172 pg2511 20250807 4262.00 ... 4237.00 4236.00 PG
173 pg2512 20250807 4207.00 ... 4187.00 4183.00 PG
174 pg2601 20250807 4161.00 ... 4139.00 4136.00 PG
175 pg2602 20250807 4102.00 ... 4076.00 4074.00 PG
176 pg2603 20250807 4012.00 ... 3995.00 3993.00 PG
177 pg2604 20250807 4290.00 ... 4280.00 4284.00 PG
178 pg2605 20250807 4197.00 ... 4182.00 4186.00 PG
179 pg2606 20250807 4127.00 ... 4131.00 4136.00 PG
180 pg2607 20250807 4106.00 ... 4100.00 4087.00 PG
181 pp2508 20250807 7021.00 ... 7138.00 7073.00 PP
182 pp2509 20250807 7078.00 ... 7074.00 7084.00 PP
183 pp2510 20250807 7082.00 ... 7075.00 7091.00 PP
184 pp2511 20250807 7100.00 ... 7093.00 7102.00 PP
185 pp2512 20250807 7120.00 ... 7110.00 7115.00 PP
186 pp2601 20250807 7120.00 ... 7111.00 7119.00 PP
187 pp2602 20250807 7108.00 ... 7096.00 7099.00 PP
188 pp2603 20250807 7099.00 ... 7093.00 7102.00 PP
189 pp2604 20250807 7109.00 ... 7104.00 7112.00 PP
190 pp2605 20250807 7124.00 ... 7106.00 7127.00 PP
191 pp2606 20250807 7098.00 ... 7088.00 7085.00 PP
192 pp2607 20250807 0.00 ... 7109.00 7109.00 PP
193 rr2508 20250807 0.00 ... 3562.00 3562.00 RR
194 rr2509 20250807 3608.00 ... 3590.00 3606.00 RR
195 rr2510 20250807 3618.00 ... 3615.00 3619.00 RR
196 rr2511 20250807 3620.00 ... 3618.00 3618.00 RR
197 rr2512 20250807 3619.00 ... 3619.00 3615.00 RR
198 rr2601 20250807 3624.00 ... 3626.00 3623.00 RR
199 rr2602 20250807 3620.00 ... 3620.00 3620.00 RR
200 rr2603 20250807 3617.00 ... 3617.00 3615.00 RR
201 rr2604 20250807 0.00 ... 3618.00 3618.00 RR
202 rr2605 20250807 3618.00 ... 3618.00 3619.00 RR
203 rr2606 20250807 0.00 ... 3627.00 3627.00 RR
204 rr2607 20250807 0.00 ... 3633.00 3633.00 RR
205 v2508 20250807 5015.00 ... 5003.00 4958.00 V
206 v2509 20250807 5054.00 ... 5045.00 5032.00 V
207 v2510 20250807 5091.00 ... 5084.00 5072.00 V
208 v2511 20250807 5129.00 ... 5115.00 5115.00 V
209 v2512 20250807 5169.00 ... 5148.00 5160.00 V
210 v2601 20250807 5190.00 ... 5177.00 5173.00 V
211 v2602 20250807 5233.00 ... 5192.00 5196.00 V
212 v2603 20250807 5258.00 ... 5208.00 5219.00 V
213 v2604 20250807 5484.00 ... 5457.00 5447.00 V
214 v2605 20250807 5501.00 ... 5466.00 5468.00 V
215 v2606 20250807 5522.00 ... 5499.00 5494.00 V
216 v2607 20250807 5546.00 ... 5536.00 5532.00 V
217 y2508 20250807 0.00 ... 8514.00 8514.00 Y
218 y2509 20250807 8420.00 ... 8426.00 8360.00 Y
219 y2511 20250807 8420.00 ... 8430.00 8366.00 Y
220 y2512 20250807 8426.00 ... 8430.00 8370.00 Y
221 y2601 20250807 8396.00 ... 8404.00 8334.00 Y
222 y2603 20250807 8294.00 ... 8278.00 8242.00 Y
223 y2605 20250807 7974.00 ... 7970.00 7944.00 Y
224 y2607 20250807 7970.00 ... 7948.00 7922.00 Y
[225 rows x 12 columns]
2025-08-07 18:26:15,274 - future_1d - INFO - ak.get_dce_daily('2025-08-07') done
symbol date open ... settle pre_settle variety
0 SC2509 20250807 508.4 ... 504.3 504.2 SC
1 SC2510 20250807 503.8 ... 499.9 499.5 SC
2 SC2511 20250807 499.5 ... 495.2 495.4 SC
3 SC2512 20250807 495 ... 490.8 491.6 SC
4 SC2601 20250807 492.7 ... 487.5 488.6 SC
5 SC2602 20250807 488.3 ... 483.3 486 SC
6 SC2603 20250807 484.5 ... 480.4 483.2 SC
7 SC2604 20250807 483.4 ... 478.2 481.6 SC
8 SC2605 20250807 483.6 ... 476.2 478.4 SC
9 SC2606 20250807 479.4 ... 475.3 476.8 SC
10 SC2607 20250807 478 ... 477.4 475.6 SC
11 SC2608 20250807 476.4 ... 476.4 477.5 SC
12 SC2609 20250807 468 ... 468 475 SC
13 SC2612 20250807 465.5 ... 466.9 472.3 SC
14 SC2703 20250807 464.7 ... 464.7 470.5 SC
15 SC2706 20250807 465 ... 464.3 467.8 SC
16 SC2709 20250807 466.6 ... 460.4 464.4 SC
17 SC2712 20250807 ... 464 464 SC
18 SC2803 20250807 ... 460.5 460.5 SC
19 SC2806 20250807 455.6 ... 454 456 SC
21 LU2509 20250807 3559 ... 3520 3532 LU
22 LU2510 20250807 3566 ... 3545 3535 LU
23 LU2511 20250807 3556 ... 3535 3531 LU
24 LU2512 20250807 3543 ... 3506 3507 LU
25 LU2601 20250807 3503 ... 3481 3488 LU
26 LU2602 20250807 3471 ... 3454 3451 LU
27 LU2603 20250807 3458 ... 3439 3438 LU
28 LU2604 20250807 3447 ... 3427 3431 LU
29 LU2605 20250807 3416 ... 3416 3427 LU
30 LU2606 20250807 3414 ... 3412 3421 LU
31 LU2607 20250807 3437 ... 3417 3415 LU
32 LU2608 20250807 3426 ... 3402 3408 LU
34 NR2508 20250807 12180 ... 12215 12260 NR
35 NR2509 20250807 12320 ... 12290 12300 NR
36 NR2510 20250807 12370 ... 12350 12365 NR
37 NR2511 20250807 12415 ... 12395 12410 NR
38 NR2512 20250807 12445 ... 12410 12435 NR
39 NR2601 20250807 12490 ... 12450 12470 NR
40 NR2602 20250807 12500 ... 12475 12505 NR
41 NR2603 20250807 ... 12545 12545 NR
42 NR2604 20250807 12485 ... 12495 12565 NR
43 NR2605 20250807 12505 ... 12535 12620 NR
44 NR2606 20250807 12585 ... 12585 12540 NR
45 NR2607 20250807 12650 ... 12650 12645 NR
47 BC2508 20250807 ... 69270 69270 BC
48 BC2509 20250807 69570 ... 69540 69340 BC
49 BC2510 20250807 69570 ... 69600 69410 BC
50 BC2511 20250807 69290 ... 69290 69240 BC
51 BC2512 20250807 69890 ... 69460 69900 BC
52 BC2601 20250807 ... 70020 70020 BC
53 BC2602 20250807 ... 70000 70000 BC
54 BC2603 20250807 ... 70000 70000 BC
55 BC2604 20250807 ... 70000 70000 BC
56 BC2605 20250807 ... 70000 70000 BC
57 BC2606 20250807 ... 69340 69340 BC
58 BC2607 20250807 ... 68670 68670 BC
60 EC2508 20250807 2076.7 ... 2072.4 2080.3 EC
61 EC2510 20250807 1412 ... 1417 1434.4 EC
62 EC2512 20250807 1746 ... 1751.9 1759.5 EC
63 EC2602 20250807 1515 ... 1506.8 1521.6 EC
64 EC2604 20250807 1346.7 ... 1343.6 1342.5 EC
65 EC2606 20250807 1512 ... 1492 1489.4 EC
68 SC_TAS2509 20250807 ... SC_TAS
69 SC_TAS2510 20250807 ... SC_TAS
70 SC_TAS2511 20250807 ... SC_TAS
71 SC_TAS2512 20250807 ... SC_TAS
[66 rows x 12 columns]
2025-08-07 18:26:15,349 - future_1d - INFO - ak.get_ine_daily('2025-08-07') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250807 7930.0 7977.0 ... 243169.92 7937.0 7906.0 AP
1 AP511 20250807 7717.0 7764.0 ... 765.34 7731.0 7712.0 AP
2 AP512 20250807 7758.0 7809.0 ... 311.26 7781.0 7768.0 AP
3 AP601 20250807 7856.0 7894.0 ... 23873.39 7871.0 7843.0 AP
4 AP603 20250807 7780.0 7816.0 ... 280.72 7798.0 7792.0 AP
5 AP604 20250807 7820.0 7832.0 ... 78.19 7819.0 7833.0 AP
6 AP605 20250807 7881.0 7915.0 ... 473.49 7891.0 7904.0 AP
7 CF509 20250807 13690.0 13710.0 ... 705965.08 13675.0 13690.0 CF
8 CF511 20250807 13735.0 13760.0 ... 134780.62 13735.0 13740.0 CF
9 CF601 20250807 13840.0 13860.0 ... 491622.78 13830.0 13855.0 CF
10 CF603 20250807 13820.0 13820.0 ... 2420.64 13795.0 13830.0 CF
11 CF605 20250807 13800.0 13810.0 ... 16750.82 13785.0 13810.0 CF
12 CF607 20250807 13815.0 13815.0 ... 414.00 13800.0 13820.0 CF
13 CJ509 20250807 9900.0 10095.0 ... 73150.96 9955.0 9770.0 CJ
14 CJ512 20250807 10825.0 11185.0 ... 29208.37 10985.0 10735.0 CJ
15 CJ601 20250807 10985.0 11345.0 ... 1619726.08 11140.0 10885.0 CJ
16 CJ603 20250807 11055.0 11365.0 ... 20067.68 11190.0 10960.0 CJ
17 CJ605 20250807 11200.0 11500.0 ... 221690.47 11315.0 11100.0 CJ
18 CJ607 20250807 11365.0 11665.0 ... 2800.09 11500.0 11300.0 CJ
19 CY508 20250807 0.0 0.0 ... 0.00 19965.0 19965.0 CY
20 CY509 20250807 19945.0 19945.0 ... 10171.85 19905.0 19905.0 CY
21 CY510 20250807 0.0 0.0 ... 0.00 20015.0 20015.0 CY
22 CY511 20250807 19680.0 19765.0 ... 61592.60 19725.0 19725.0 CY
23 CY512 20250807 0.0 0.0 ... 0.00 19650.0 19650.0 CY
24 CY601 20250807 19820.0 19820.0 ... 365.90 19780.0 19775.0 CY
25 CY602 20250807 0.0 0.0 ... 0.00 20055.0 20055.0 CY
26 CY603 20250807 0.0 0.0 ... 0.00 20165.0 20165.0 CY
27 CY604 20250807 0.0 0.0 ... 0.00 20040.0 20040.0 CY
28 CY605 20250807 20015.0 20090.0 ... 89.87 19970.0 19960.0 CY
29 CY606 20250807 0.0 0.0 ... 0.00 20010.0 20010.0 CY
30 CY607 20250807 0.0 0.0 ... 0.00 20280.0 20280.0 CY
31 FG508 20250807 1072.0 1072.0 ... 10.72 1072.0 1064.0 FG
32 FG509 20250807 1085.0 1097.0 ... 2982460.00 1078.0 1079.0 FG
33 FG510 20250807 1174.0 1185.0 ... 78194.12 1168.0 1169.0 FG
34 FG511 20250807 1168.0 1180.0 ... 137607.85 1162.0 1165.0 FG
35 FG512 20250807 1251.0 1253.0 ... 81544.77 1237.0 1238.0 FG
36 FG601 20250807 1231.0 1242.0 ... 2824489.12 1222.0 1229.0 FG
37 FG602 20250807 1284.0 1292.0 ... 1567.96 1273.0 1279.0 FG
38 FG603 20250807 1282.0 1290.0 ... 2319.55 1272.0 1280.0 FG
39 FG604 20250807 1330.0 1335.0 ... 671.83 1317.0 1323.0 FG
40 FG605 20250807 1319.0 1331.0 ... 38840.73 1311.0 1319.0 FG
41 FG606 20250807 1347.0 1350.0 ... 1415.83 1333.0 1340.0 FG
42 FG607 20250807 1339.0 1347.0 ... 661.97 1329.0 1336.0 FG
43 JR509 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250807 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250807 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250807 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA508 20250807 0.0 0.0 ... 0.00 2347.0 2347.0 MA
53 MA509 20250807 2397.0 2410.0 ... 698085.26 2395.0 2397.0 MA
54 MA510 20250807 2429.0 2438.0 ... 68895.61 2420.0 2427.0 MA
55 MA511 20250807 2453.0 2464.0 ... 107586.52 2448.0 2452.0 MA
56 MA512 20250807 2488.0 2501.0 ... 39555.82 2482.0 2489.0 MA
57 MA601 20250807 2503.0 2515.0 ... 333376.33 2502.0 2502.0 MA
58 MA602 20250807 2507.0 2507.0 ... 109.99 2500.0 2500.0 MA
59 MA603 20250807 2501.0 2501.0 ... 74.90 2497.0 2495.0 MA
60 MA604 20250807 2487.0 2487.0 ... 24.81 2481.0 2479.0 MA
61 MA605 20250807 2455.0 2461.0 ... 10380.59 2453.0 2451.0 MA
62 MA606 20250807 2460.0 2460.0 ... 4.92 2459.0 2458.0 MA
63 MA607 20250807 2451.0 2453.0 ... 19.60 2450.0 2444.0 MA
64 OI509 20250807 9575.0 9672.0 ... 3279742.03 9558.0 9576.0 OI
65 OI511 20250807 9594.0 9681.0 ... 375141.92 9569.0 9589.0 OI
66 OI601 20250807 9530.0 9630.0 ... 1512278.71 9532.0 9524.0 OI
67 OI603 20250807 9483.0 9555.0 ... 4686.66 9487.0 9465.0 OI
68 OI605 20250807 9413.0 9473.0 ... 23167.30 9398.0 9400.0 OI
69 OI607 20250807 9405.0 9461.0 ... 263.64 9416.0 9390.0 OI
70 PF508 20250807 6300.0 6300.0 ... 72.44 6300.0 6298.0 PF
71 PF509 20250807 6348.0 6362.0 ... 90245.99 6332.0 6332.0 PF
72 PF510 20250807 6418.0 6430.0 ... 337961.19 6402.0 6400.0 PF
73 PF511 20250807 6428.0 6434.0 ... 204082.23 6402.0 6408.0 PF
74 PF512 20250807 6416.0 6430.0 ... 84646.97 6400.0 6416.0 PF
75 PF601 20250807 6428.0 6438.0 ... 9507.27 6416.0 6410.0 PF
76 PF602 20250807 6436.0 6460.0 ... 9.66 6444.0 6434.0 PF
77 PF603 20250807 6454.0 6470.0 ... 32.23 6446.0 6426.0 PF
78 PF604 20250807 6472.0 6476.0 ... 32.32 6464.0 6442.0 PF
79 PF605 20250807 6490.0 6494.0 ... 51.84 6480.0 6466.0 PF
80 PF606 20250807 0.0 0.0 ... 0.00 6478.0 6478.0 PF
81 PF607 20250807 0.0 0.0 ... 0.00 6488.0 6488.0 PF
82 PK510 20250807 8100.0 8144.0 ... 203033.37 8118.0 8084.0 PK
83 PK511 20250807 7974.0 8004.0 ... 126535.83 7986.0 7956.0 PK
84 PK512 20250807 7964.0 7988.0 ... 45639.01 7976.0 7950.0 PK
85 PK601 20250807 7956.0 7980.0 ... 8470.25 7972.0 7954.0 PK
86 PK603 20250807 7960.0 7994.0 ... 363.13 7982.0 7960.0 PK
87 PK604 20250807 7970.0 7996.0 ... 147.61 7980.0 7970.0 PK
88 PK605 20250807 7974.0 7988.0 ... 1727.46 7980.0 7970.0 PK
89 PL601 20250807 6501.0 6511.0 ... 14506.91 6488.0 6499.0 PL
90 PL602 20250807 6551.0 6557.0 ... 156.95 6539.0 6549.0 PL
91 PL603 20250807 6494.0 6494.0 ... 12.99 6494.0 6508.0 PL
92 PL604 20250807 6476.0 6476.0 ... 25.90 6476.0 6509.0 PL
93 PL605 20250807 6377.0 6378.0 ... 114.76 6376.0 6379.0 PL
94 PL606 20250807 6487.0 6487.0 ... 12.97 6487.0 6499.0 PL
95 PL607 20250807 0.0 0.0 ... 0.00 6477.0 6477.0 PL
96 PM509 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
97 PM511 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PR508 20250807 0.0 0.0 ... 0.00 5896.0 5896.0 PR
103 PR509 20250807 5906.0 5916.0 ... 63434.70 5892.0 5886.0 PR
104 PR510 20250807 5940.0 5956.0 ... 184889.77 5930.0 5924.0 PR
105 PR511 20250807 5942.0 5958.0 ... 132616.07 5928.0 5936.0 PR
106 PR512 20250807 5954.0 5966.0 ... 38494.80 5942.0 5952.0 PR
107 PR601 20250807 5960.0 5960.0 ... 454.68 5944.0 5930.0 PR
108 PR602 20250807 5982.0 5982.0 ... 17.90 5966.0 5978.0 PR
109 PR603 20250807 5974.0 5974.0 ... 17.90 5966.0 5968.0 PR
110 PR604 20250807 0.0 0.0 ... 0.00 5968.0 5968.0 PR
111 PR605 20250807 5978.0 5978.0 ... 8.97 5978.0 5978.0 PR
112 PR606 20250807 0.0 0.0 ... 0.00 5968.0 5968.0 PR
113 PR607 20250807 0.0 0.0 ... 0.00 5996.0 6012.0 PR
114 PX508 20250807 0.0 0.0 ... 0.00 6788.0 6756.0 PX
115 PX509 20250807 6806.0 6826.0 ... 295072.51 6788.0 6756.0 PX
116 PX510 20250807 6784.0 6800.0 ... 92182.33 6758.0 6754.0 PX
117 PX511 20250807 6776.0 6788.0 ... 201849.99 6740.0 6740.0 PX
118 PX512 20250807 6772.0 6782.0 ... 74809.92 6738.0 6742.0 PX
119 PX601 20250807 6762.0 6762.0 ... 69503.89 6728.0 6722.0 PX
120 PX602 20250807 6710.0 6714.0 ... 10.07 6712.0 6738.0 PX
121 PX603 20250807 0.0 0.0 ... 0.00 6706.0 6718.0 PX
122 PX604 20250807 0.0 0.0 ... 0.00 6712.0 6744.0 PX
123 PX605 20250807 6728.0 6732.0 ... 191.27 6712.0 6712.0 PX
124 PX606 20250807 6722.0 6722.0 ... 13.43 6714.0 6706.0 PX
125 PX607 20250807 6714.0 6714.0 ... 3.36 6714.0 6726.0 PX
126 RI509 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
127 RI511 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RM508 20250807 0.0 0.0 ... 0.00 2738.0 2738.0 RM
133 RM509 20250807 2749.0 2750.0 ... 1016898.96 2723.0 2761.0 RM
134 RM511 20250807 2585.0 2585.0 ... 9478.67 2567.0 2597.0 RM
135 RM601 20250807 2463.0 2472.0 ... 480105.22 2454.0 2462.0 RM
136 RM603 20250807 2429.0 2437.0 ... 11576.04 2424.0 2428.0 RM
137 RM605 20250807 2402.0 2407.0 ... 45945.16 2397.0 2397.0 RM
138 RM607 20250807 2380.0 2385.0 ... 3597.87 2378.0 2375.0 RM
139 RS508 20250807 0.0 0.0 ... 0.00 5003.0 5023.0 RS
140 RS509 20250807 5077.0 5089.0 ... 106.34 5064.0 5084.0 RS
141 RS511 20250807 0.0 0.0 ... 0.00 5243.0 5243.0 RS
142 RS607 20250807 5596.0 5596.0 ... 5.60 5596.0 5626.0 RS
143 SA508 20250807 1270.0 1270.0 ... 12.70 1270.0 1251.0 SA
144 SA509 20250807 1283.0 1291.0 ... 1220618.34 1272.0 1272.0 SA
145 SA510 20250807 1308.0 1317.0 ... 339414.12 1299.0 1302.0 SA
146 SA511 20250807 1316.0 1326.0 ... 412215.02 1306.0 1307.0 SA
147 SA512 20250807 1353.0 1374.0 ... 99445.57 1352.0 1352.0 SA
148 SA601 20250807 1370.0 1381.0 ... 4684402.95 1360.0 1363.0 SA
149 SA602 20250807 1381.0 1389.0 ... 4469.49 1369.0 1373.0 SA
150 SA603 20250807 1385.0 1391.0 ... 3552.82 1373.0 1377.0 SA
151 SA604 20250807 1424.0 1430.0 ... 1815.17 1411.0 1414.0 SA
152 SA605 20250807 1422.0 1435.0 ... 99157.17 1415.0 1421.0 SA
153 SA606 20250807 1432.0 1436.0 ... 1295.13 1417.0 1426.0 SA
154 SA607 20250807 1423.0 1432.0 ... 2049.96 1416.0 1424.0 SA
155 SF508 20250807 5852.0 5852.0 ... 35.11 5852.0 5858.0 SF
156 SF509 20250807 5908.0 5936.0 ... 827142.50 5854.0 5906.0 SF
157 SF510 20250807 5908.0 5920.0 ... 199684.49 5832.0 5880.0 SF
158 SF511 20250807 6060.0 6102.0 ... 447489.53 6024.0 6070.0 SF
159 SF512 20250807 6078.0 6092.0 ... 48805.50 6020.0 6054.0 SF
160 SF601 20250807 6066.0 6082.0 ... 153921.95 6012.0 6042.0 SF
161 SF602 20250807 6014.0 6014.0 ... 643.49 5958.0 5986.0 SF
162 SF603 20250807 6132.0 6148.0 ... 253.13 6100.0 6144.0 SF
163 SF604 20250807 6094.0 6122.0 ... 45.68 6090.0 6138.0 SF
164 SF605 20250807 6132.0 6132.0 ... 1301.19 6080.0 6126.0 SF
165 SF606 20250807 6066.0 6066.0 ... 159.55 6022.0 6062.0 SF
166 SF607 20250807 6172.0 6172.0 ... 70.57 6136.0 6168.0 SF
167 SH508 20250807 0.0 0.0 ... 0.00 2310.0 2349.0 SH
168 SH509 20250807 2455.0 2473.0 ... 1617487.91 2444.0 2485.0 SH
169 SH510 20250807 2525.0 2557.0 ... 383758.40 2537.0 2569.0 SH
170 SH511 20250807 2540.0 2563.0 ... 413519.79 2544.0 2570.0 SH
171 SH512 20250807 2577.0 2591.0 ... 100217.29 2574.0 2593.0 SH
172 SH601 20250807 2568.0 2586.0 ... 473653.72 2564.0 2583.0 SH
173 SH602 20250807 2603.0 2614.0 ... 1377.98 2595.0 2608.0 SH
174 SH603 20250807 2615.0 2628.0 ... 963.42 2611.0 2620.0 SH
175 SH604 20250807 2667.0 2678.0 ... 845.49 2659.0 2669.0 SH
176 SH605 20250807 2672.0 2687.0 ... 8930.14 2667.0 2680.0 SH
177 SH606 20250807 2697.0 2697.0 ... 298.04 2685.0 2695.0 SH
178 SH607 20250807 2679.0 2681.0 ... 40.14 2676.0 2681.0 SH
179 SM508 20250807 6082.0 6082.0 ... 72.75 6062.0 6064.0 SM
180 SM509 20250807 6106.0 6112.0 ... 791846.56 6064.0 6110.0 SM
181 SM510 20250807 6100.0 6118.0 ... 100904.56 6066.0 6116.0 SM
182 SM511 20250807 6202.0 6202.0 ... 177942.55 6148.0 6196.0 SM
183 SM512 20250807 6188.0 6204.0 ... 49481.53 6164.0 6204.0 SM
184 SM601 20250807 6202.0 6210.0 ... 329052.86 6160.0 6202.0 SM
185 SM602 20250807 6202.0 6202.0 ... 110.88 6160.0 6196.0 SM
186 SM603 20250807 6206.0 6206.0 ... 49.33 6166.0 6214.0 SM
187 SM604 20250807 6176.0 6176.0 ... 9.26 6176.0 6210.0 SM
188 SM605 20250807 6228.0 6244.0 ... 5449.78 6194.0 6236.0 SM
189 SM606 20250807 6238.0 6238.0 ... 21.70 6200.0 6242.0 SM
190 SM607 20250807 6174.0 6216.0 ... 24.73 6184.0 6276.0 SM
191 SR509 20250807 5680.0 5697.0 ... 611693.22 5675.0 5689.0 SR
192 SR511 20250807 5645.0 5649.0 ... 84673.94 5622.0 5645.0 SR
193 SR601 20250807 5621.0 5636.0 ... 684200.22 5608.0 5627.0 SR
194 SR603 20250807 5596.0 5607.0 ... 5362.76 5580.0 5596.0 SR
195 SR605 20250807 5568.0 5577.0 ... 21224.69 5558.0 5565.0 SR
196 SR607 20250807 5601.0 5601.0 ... 2944.90 5556.0 5562.0 SR
197 TA508 20250807 4694.0 4694.0 ... 11122.87 4676.0 4668.0 TA
198 TA509 20250807 4732.0 4736.0 ... 981667.58 4708.0 4702.0 TA
199 TA510 20250807 4732.0 4752.0 ... 54047.29 4726.0 4720.0 TA
200 TA511 20250807 4754.0 4758.0 ... 66733.15 4730.0 4728.0 TA
201 TA512 20250807 4756.0 4760.0 ... 30259.69 4732.0 4732.0 TA
202 TA601 20250807 4756.0 4764.0 ... 551414.88 4738.0 4734.0 TA
203 TA602 20250807 4754.0 4754.0 ... 35.51 4736.0 4722.0 TA
204 TA603 20250807 4766.0 4766.0 ... 9.49 4748.0 4746.0 TA
205 TA604 20250807 4748.0 4762.0 ... 4.76 4756.0 4768.0 TA
206 TA605 20250807 4802.0 4802.0 ... 6447.36 4774.0 4776.0 TA
207 TA606 20250807 0.0 0.0 ... 0.00 4784.0 4794.0 TA
208 TA607 20250807 0.0 0.0 ... 0.00 4796.0 4806.0 TA
209 UR508 20250807 1736.0 1736.0 ... 10.40 1734.0 1749.0 UR
210 UR509 20250807 1749.0 1754.0 ... 387825.78 1743.0 1761.0 UR
211 UR510 20250807 1741.0 1746.0 ... 22143.20 1740.0 1754.0 UR
212 UR511 20250807 1774.0 1774.0 ... 24214.93 1765.0 1777.0 UR
213 UR512 20250807 1766.0 1767.0 ... 295.72 1760.0 1776.0 UR
214 UR601 20250807 1765.0 1768.0 ... 158081.21 1759.0 1774.0 UR
215 UR602 20250807 1756.0 1763.0 ... 298.39 1755.0 1771.0 UR
216 UR603 20250807 1795.0 1795.0 ... 60.85 1790.0 1803.0 UR
217 UR604 20250807 1808.0 1808.0 ... 158.59 1802.0 1808.0 UR
218 UR605 20250807 1802.0 1802.0 ... 4116.77 1795.0 1805.0 UR
219 UR606 20250807 1788.0 1792.0 ... 28.62 1789.0 1799.0 UR
220 UR607 20250807 1795.0 1795.0 ... 89.69 1794.0 1802.0 UR
221 WH509 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
222 WH511 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 ZC508 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC509 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
[239 rows x 12 columns]
2025-08-07 18:26:15,671 - future_1d - INFO - ak.get_czce_daily('2025-08-07') done
symbol date open ... settle pre_settle variety
0 IC2508 20250807 6333.800 ... 6298.200 6331.000 IC
1 IC2509 20250807 6262.000 ... 6226.600 6266.200 IC
2 IC2512 20250807 6108.200 ... 6071.200 6107.800 IC
3 IC2603 20250807 5982.800 ... 5935.400 5973.400 IC
4 IF2508 20250807 4112.200 ... 4105.800 4109.000 IF
5 IF2509 20250807 4100.000 ... 4093.000 4098.600 IF
6 IF2512 20250807 4075.000 ... 4063.000 4068.600 IF
7 IF2603 20250807 4040.000 ... 4032.000 4037.800 IF
8 IH2508 20250807 2798.000 ... 2796.800 2797.200 IH
9 IH2509 20250807 2798.000 ... 2797.600 2798.200 IH
10 IH2512 20250807 2801.000 ... 2797.600 2800.200 IH
11 IH2603 20250807 2802.000 ... 2797.200 2801.800 IH
12 IM2508 20250807 6840.000 ... 6825.600 6840.200 IM
13 IM2509 20250807 6768.800 ... 6748.800 6770.400 IM
14 IM2512 20250807 6581.000 ... 6560.000 6581.200 IM
15 IM2603 20250807 6398.200 ... 6378.000 6402.600 IM
16 T2509 20250807 108.610 ... 108.610 108.565 T
17 T2512 20250807 108.495 ... 108.480 108.435 T
18 T2603 20250807 108.280 ... 108.290 108.235 T
19 TF2509 20250807 105.800 ... 105.815 105.780 TF
20 TF2512 20250807 105.830 ... 105.860 105.815 TF
21 TF2603 20250807 105.875 ... 105.875 105.820 TF
22 TL2509 20250807 119.410 ... 119.340 119.340 TL
23 TL2512 20250807 119.110 ... 118.990 119.000 TL
24 TL2603 20250807 118.740 ... 118.680 118.620 TL
25 TS2509 20250807 102.390 ... 102.370 102.370 TS
26 TS2512 20250807 102.416 ... 102.426 102.408 TS
27 TS2603 20250807 102.408 ... 102.402 102.380 TS
[28 rows x 12 columns]
2025-08-07 18:26:15,853 - future_1d - INFO - ak.get_cffex_daily('2025-08-07') done
symbol date open ... settle pre_settle variety
0 PS2508 20250807 49845.0 ... 50505.0 49845.0 PS
1 PS2509 20250807 51450.0 ... 50425.0 51200.0 PS
2 PS2510 20250807 51260.0 ... 50590.0 51385.0 PS
3 PS2511 20250807 51290.0 ... 50625.0 51555.0 PS
4 PS2512 20250807 54135.0 ... 53790.0 54630.0 PS
5 PS2601 20250807 54600.0 ... 53930.0 54795.0 PS
6 PS2602 20250807 54715.0 ... 53915.0 54730.0 PS
7 PS2603 20250807 54885.0 ... 53885.0 54875.0 PS
8 PS2604 20250807 55030.0 ... 54120.0 55050.0 PS
9 PS2605 20250807 55000.0 ... 54000.0 55125.0 PS
10 PS2606 20250807 57000.0 ... 57045.0 57555.0 PS
11 PS2607 20250807 57645.0 ... 57295.0 57595.0 PS
13 SI2508 20250807 8645.0 ... 8645.0 8630.0 SI
14 SI2509 20250807 8670.0 ... 8605.0 8570.0 SI
15 SI2510 20250807 8700.0 ... 8625.0 8585.0 SI
16 SI2511 20250807 8680.0 ... 8635.0 8615.0 SI
17 SI2512 20250807 9010.0 ... 8975.0 9010.0 SI
18 SI2601 20250807 9030.0 ... 8965.0 8990.0 SI
19 SI2602 20250807 9050.0 ... 8945.0 9085.0 SI
20 SI2603 20250807 9095.0 ... 8970.0 9110.0 SI
21 SI2604 20250807 9080.0 ... 9025.0 9170.0 SI
22 SI2605 20250807 9100.0 ... 9010.0 9130.0 SI
23 SI2606 20250807 9235.0 ... 9035.0 9135.0 SI
24 SI2607 20250807 9160.0 ... 9040.0 9100.0 SI
27 LC2508 20250807 70000.0 ... 70000.0 67800.0 LC
28 LC2509 20250807 69600.0 ... 71080.0 68300.0 LC
29 LC2510 20250807 69460.0 ... 71420.0 68560.0 LC
30 LC2511 20250807 69900.0 ... 71440.0 68620.0 LC
31 LC2512 20250807 69880.0 ... 71820.0 68900.0 LC
32 LC2601 20250807 70500.0 ... 71640.0 69040.0 LC
33 LC2602 20250807 69740.0 ... 71420.0 68820.0 LC
34 LC2603 20250807 69780.0 ... 71680.0 68800.0 LC
35 LC2604 20250807 70500.0 ... 71880.0 69580.0 LC
36 LC2605 20250807 70460.0 ... 71880.0 69800.0 LC
37 LC2606 20250807 70440.0 ... 71820.0 69600.0 LC
38 LC2607 20250807 70680.0 ... 71840.0 69700.0 LC
[36 rows x 12 columns]
2025-08-07 18:26:16,009 - future_1d - INFO - ak.get_gfex_daily('2025-08-07') done
index symbol date ... settle pre_settle variety
0 0 CU2508 20250807 ... 78380 78200 CU
1 1 CU2509 20250807 ... 78380 78160 CU
2 2 CU2510 20250807 ... 78380 78160 CU
3 3 CU2511 20250807 ... 78350 78150 CU
4 4 CU2512 20250807 ... 78320 78120 CU
5 5 CU2601 20250807 ... 78290 78080 CU
6 6 CU2602 20250807 ... 78270 78030 CU
7 7 CU2603 20250807 ... 78300 78010 CU
8 8 CU2604 20250807 ... 78290 78040 CU
9 9 CU2605 20250807 ... 78280 78080 CU
10 10 CU2606 20250807 ... 78230 78040 CU
11 11 CU2607 20250807 ... 78260 78060 CU
12 12 BC2508 20250807 ... 69270 69270 BC
13 13 BC2509 20250807 ... 69540 69340 BC
14 14 BC2510 20250807 ... 69600 69410 BC
15 15 BC2511 20250807 ... 69290 69240 BC
16 16 BC2512 20250807 ... 69460 69900 BC
17 17 BC2601 20250807 ... 70020 70020 BC
18 18 BC2602 20250807 ... 70000 70000 BC
19 19 BC2603 20250807 ... 70000 70000 BC
20 20 BC2604 20250807 ... 70000 70000 BC
21 21 BC2605 20250807 ... 70000 70000 BC
22 22 BC2606 20250807 ... 69340 69340 BC
23 23 BC2607 20250807 ... 68670 68670 BC
24 24 AL2508 20250807 ... 20775 20655 AL
25 25 AL2509 20250807 ... 20765 20600 AL
26 26 AL2510 20250807 ... 20725 20570 AL
27 27 AL2511 20250807 ... 20670 20525 AL
28 28 AL2512 20250807 ... 20630 20475 AL
29 29 AL2601 20250807 ... 20590 20445 AL
30 30 AL2602 20250807 ... 20590 20450 AL
31 31 AL2603 20250807 ... 20605 20470 AL
32 32 AL2604 20250807 ... 20630 20460 AL
33 33 AL2605 20250807 ... 20640 20480 AL
34 34 AL2606 20250807 ... 20660 20535 AL
35 35 AL2607 20250807 ... 20670 20505 AL
36 36 ZN2508 20250807 ... 22505 22310 ZN
37 37 ZN2509 20250807 ... 22530 22330 ZN
38 38 ZN2510 20250807 ... 22540 22330 ZN
39 39 ZN2511 20250807 ... 22540 22325 ZN
40 40 ZN2512 20250807 ... 22545 22280 ZN
41 41 ZN2601 20250807 ... 22505 22260 ZN
42 42 ZN2602 20250807 ... 22495 22255 ZN
43 43 ZN2603 20250807 ... 22525 22275 ZN
44 44 ZN2604 20250807 ... 22530 22270 ZN
45 45 ZN2605 20250807 ... 22515 22320 ZN
46 46 ZN2606 20250807 ... 22495 22345 ZN
47 47 ZN2607 20250807 ... 22505 22305 ZN
48 48 PB2508 20250807 ... 16810 16775 PB
49 49 PB2509 20250807 ... 16860 16830 PB
50 50 PB2510 20250807 ... 16875 16825 PB
51 51 PB2511 20250807 ... 16910 16845 PB
52 52 PB2512 20250807 ... 16930 16845 PB
53 53 PB2601 20250807 ... 16935 16925 PB
54 54 PB2602 20250807 ... 16970 16970 PB
55 55 PB2603 20250807 ... 17010 16825 PB
56 56 PB2604 20250807 ... 17030 16855 PB
57 57 PB2605 20250807 ... 17040 17020 PB
58 58 PB2606 20250807 ... 17065 16860 PB
59 59 PB2607 20250807 ... 17060 16980 PB
60 60 NI2508 20250807 ... 121100 120620 NI
61 61 NI2509 20250807 ... 121350 120680 NI
62 62 NI2510 20250807 ... 121480 120810 NI
63 63 NI2511 20250807 ... 121640 120970 NI
64 64 NI2512 20250807 ... 121850 121190 NI
65 65 NI2601 20250807 ... 122110 121500 NI
66 66 NI2602 20250807 ... 122680 121710 NI
67 67 NI2603 20250807 ... 122660 121820 NI
68 68 NI2604 20250807 ... 122660 122280 NI
69 69 NI2605 20250807 ... 123230 122640 NI
70 70 NI2606 20250807 ... 123650 122940 NI
71 71 NI2607 20250807 ... 123550 123100 NI
72 72 SN2508 20250807 ... 267040 266550 SN
73 73 SN2509 20250807 ... 267530 266860 SN
74 74 SN2510 20250807 ... 267850 267160 SN
75 75 SN2511 20250807 ... 267850 267170 SN
76 76 SN2512 20250807 ... 267740 266980 SN
77 77 SN2601 20250807 ... 268160 267550 SN
78 78 SN2602 20250807 ... 267920 267470 SN
79 79 SN2603 20250807 ... 268070 267930 SN
80 80 SN2604 20250807 ... 268810 268730 SN
81 81 SN2605 20250807 ... 268850 268090 SN
82 82 SN2606 20250807 ... 269300 268240 SN
83 83 SN2607 20250807 ... 268580 268490 SN
84 84 AO2508 20250807 ... 3251 3227 AO
85 85 AO2509 20250807 ... 3244 3222 AO
86 86 AO2510 20250807 ... 3242 3223 AO
87 87 AO2511 20250807 ... 3245 3225 AO
88 88 AO2512 20250807 ... 3252 3232 AO
89 89 AO2601 20250807 ... 3265 3235 AO
90 90 AO2602 20250807 ... 3262 3219 AO
91 91 AO2603 20250807 ... 3258 3229 AO
92 92 AO2604 20250807 ... 3282 3237 AO
93 93 AO2605 20250807 ... 3261 3237 AO
94 94 AO2606 20250807 ... 3266 3234 AO
95 95 AO2607 20250807 ... 3263 3239 AO
96 96 AD2511 20250807 ... 20160 20020 AD
97 97 AD2512 20250807 ... 20170 20060 AD
98 98 AD2601 20250807 ... 20140 20015 AD
99 99 AD2602 20250807 ... 19855 19855 AD
100 100 AD2603 20250807 ... 19885 19885 AD
101 101 AD2604 20250807 ... 19710 19710 AD
102 102 AD2605 20250807 ... 19885 19650 AD
103 103 AD2606 20250807 ... 19870 19715 AD
104 104 AD2607 20250807 ... 19830 19830 AD
105 105 AU2508 20250807 ... 781.6 781.54 AU
106 106 AU2509 20250807 ... 782.4 783.02 AU
107 107 AU2510 20250807 ... 783.38 784.26 AU
108 108 AU2512 20250807 ... 785.56 786.36 AU
109 109 AU2602 20250807 ... 787.66 788.5 AU
110 110 AU2604 20250807 ... 789.84 790.68 AU
111 111 AU2606 20250807 ... 792.04 792.88 AU
112 112 AU2608 20250807 ... 794.3 795.3 AU
113 113 AG2508 20250807 ... 9184 9147 AG
114 114 AG2509 20250807 ... 9190 9147 AG
115 115 AG2510 20250807 ... 9201 9160 AG
116 116 AG2511 20250807 ... 9212 9169 AG
117 117 AG2512 20250807 ... 9227 9184 AG
118 118 AG2601 20250807 ... 9237 9192 AG
119 119 AG2602 20250807 ... 9248 9208 AG
120 120 AG2603 20250807 ... 9268 9218 AG
121 121 AG2604 20250807 ... 9275 9228 AG
122 122 AG2605 20250807 ... 9291 9250 AG
123 123 AG2606 20250807 ... 9307 9257 AG
124 124 AG2607 20250807 ... 9323 9266 AG
125 125 RB2508 20250807 ... 3202 3195 RB
126 126 RB2509 20250807 ... 3201 3194 RB
127 127 RB2510 20250807 ... 3236 3230 RB
128 128 RB2511 20250807 ... 3251 3246 RB
129 129 RB2512 20250807 ... 3288 3284 RB
130 130 RB2601 20250807 ... 3309 3306 RB
131 131 RB2602 20250807 ... 3301 3295 RB
132 132 RB2603 20250807 ... 3316 3317 RB
133 133 RB2604 20250807 ... 3330 3330 RB
134 134 RB2605 20250807 ... 3331 3334 RB
135 135 RB2606 20250807 ... 3343 3346 RB
136 136 RB2607 20250807 ... 3350 3354 RB
137 137 WR2508 20250807 ... 3212 3212 WR
138 138 WR2509 20250807 ... 3342 3342 WR
139 139 WR2510 20250807 ... 3461 3467 WR
140 140 WR2511 20250807 ... 3490 3490 WR
141 141 WR2512 20250807 ... 3499 3499 WR
142 142 WR2601 20250807 ... 3473 3473 WR
143 143 WR2602 20250807 ... 3523 3523 WR
144 144 WR2603 20250807 ... 3609 3527 WR
145 145 WR2604 20250807 ... 3560 3560 WR
146 146 WR2605 20250807 ... 3478 3478 WR
147 147 WR2606 20250807 ... 3599 3599 WR
148 148 WR2607 20250807 ... 3635 3635 WR
149 149 HC2508 20250807 ... 3436 3450 HC
150 150 HC2509 20250807 ... 3459 3461 HC
151 151 HC2510 20250807 ... 3447 3452 HC
152 152 HC2511 20250807 ... 3449 3454 HC
153 153 HC2512 20250807 ... 3445 3451 HC
154 154 HC2601 20250807 ... 3449 3455 HC
155 155 HC2602 20250807 ... 3444 3448 HC
156 156 HC2603 20250807 ... 3451 3456 HC
157 157 HC2604 20250807 ... 3451 3461 HC
158 158 HC2605 20250807 ... 3452 3460 HC
159 159 HC2606 20250807 ... 3462 3457 HC
160 160 HC2607 20250807 ... 3461 3473 HC
161 161 SS2508 20250807 ... 12965 12955 SS
162 162 SS2509 20250807 ... 12960 12930 SS
163 163 SS2510 20250807 ... 13010 12985 SS
164 164 SS2511 20250807 ... 13045 13025 SS
165 165 SS2512 20250807 ... 13070 13045 SS
166 166 SS2601 20250807 ... 13110 13085 SS
167 167 SS2602 20250807 ... 13160 13125 SS
168 168 SS2603 20250807 ... 13225 13180 SS
169 169 SS2604 20250807 ... 13275 13190 SS
170 170 SS2605 20250807 ... 13275 13270 SS
171 171 SS2606 20250807 ... 13310 13300 SS
172 172 SS2607 20250807 ... 13355 13335 SS
173 173 SC2509 20250807 ... 504.3 504.2 SC
174 174 SC2510 20250807 ... 499.9 499.5 SC
175 175 SC2511 20250807 ... 495.2 495.4 SC
176 176 SC2512 20250807 ... 490.8 491.6 SC
177 177 SC2601 20250807 ... 487.5 488.6 SC
178 178 SC2602 20250807 ... 483.3 486 SC
179 179 SC2603 20250807 ... 480.4 483.2 SC
180 180 SC2604 20250807 ... 478.2 481.6 SC
181 181 SC2605 20250807 ... 476.2 478.4 SC
182 182 SC2606 20250807 ... 475.3 476.8 SC
183 183 SC2607 20250807 ... 477.4 475.6 SC
184 184 SC2608 20250807 ... 476.4 477.5 SC
185 185 SC2609 20250807 ... 468 475 SC
186 186 SC2612 20250807 ... 466.9 472.3 SC
187 187 SC2703 20250807 ... 464.7 470.5 SC
188 188 SC2706 20250807 ... 464.3 467.8 SC
189 189 SC2709 20250807 ... 460.4 464.4 SC
190 190 SC2712 20250807 ... 464 464 SC
191 191 SC2803 20250807 ... 460.5 460.5 SC
192 192 SC2806 20250807 ... 454 456 SC
193 193 LU2509 20250807 ... 3520 3532 LU
194 194 LU2510 20250807 ... 3545 3535 LU
195 195 LU2511 20250807 ... 3535 3531 LU
196 196 LU2512 20250807 ... 3506 3507 LU
197 197 LU2601 20250807 ... 3481 3488 LU
198 198 LU2602 20250807 ... 3454 3451 LU
199 199 LU2603 20250807 ... 3439 3438 LU
200 200 LU2604 20250807 ... 3427 3431 LU
201 201 LU2605 20250807 ... 3416 3427 LU
202 202 LU2606 20250807 ... 3412 3421 LU
203 203 LU2607 20250807 ... 3417 3415 LU
204 204 LU2608 20250807 ... 3402 3408 LU
205 205 FU2509 20250807 ... 2833 2819 FU
206 206 FU2510 20250807 ... 2846 2838 FU
207 207 FU2511 20250807 ... 2856 2850 FU
208 208 FU2512 20250807 ... 2851 2849 FU
209 209 FU2601 20250807 ... 2847 2840 FU
210 210 FU2602 20250807 ... 2837 2832 FU
211 211 FU2603 20250807 ... 2828 2824 FU
212 212 FU2604 20250807 ... 2822 2820 FU
213 213 FU2605 20250807 ... 2809 2806 FU
214 214 FU2606 20250807 ... 2801 2803 FU
215 215 FU2607 20250807 ... 2786 2788 FU
216 216 FU2608 20250807 ... 2774 2788 FU
217 217 BU2508 20250807 ... 3559 3550 BU
218 218 BU2509 20250807 ... 3556 3543 BU
219 219 BU2510 20250807 ... 3534 3517 BU
220 220 BU2511 20250807 ... 3498 3486 BU
221 221 BU2512 20250807 ... 3441 3430 BU
222 222 BU2601 20250807 ... 3408 3396 BU
223 223 BU2602 20250807 ... 3395 3385 BU
224 224 BU2603 20250807 ... 3385 3367 BU
225 225 BU2604 20250807 ... 3377 3372 BU
226 226 BU2605 20250807 ... 3366 3362 BU
227 227 BU2606 20250807 ... 3367 3359 BU
228 228 BU2607 20250807 ... 3380 3380 BU
229 229 BU2609 20250807 ... 3367 3364 BU
230 230 BU2612 20250807 ... 3327 3297 BU
231 231 BU2703 20250807 ... 3320 3314 BU
232 232 BU2706 20250807 ... 3339 3335 BU
233 233 BR2508 20250807 ... 11465 11525 BR
234 234 BR2509 20250807 ... 11505 11510 BR
235 235 BR2510 20250807 ... 11500 11510 BR
236 236 BR2511 20250807 ... 11530 11530 BR
237 237 BR2512 20250807 ... 11565 11575 BR
238 238 BR2601 20250807 ... 11605 11615 BR
239 239 BR2602 20250807 ... 11575 11605 BR
240 240 BR2603 20250807 ... 11595 11665 BR
241 241 BR2604 20250807 ... 11700 11615 BR
242 242 BR2605 20250807 ... 11715 11735 BR
243 243 BR2606 20250807 ... 11695 11695 BR
244 244 BR2607 20250807 ... 11765 11760 BR
245 245 RU2508 20250807 ... 14365 14460 RU
246 246 RU2509 20250807 ... 14475 14510 RU
247 247 RU2510 20250807 ... 14505 14525 RU
248 248 RU2511 20250807 ... 14530 14555 RU
249 249 RU2601 20250807 ... 15445 15475 RU
250 250 RU2603 20250807 ... 15485 15570 RU
251 251 RU2604 20250807 ... 15555 15590 RU
252 252 RU2605 20250807 ... 15565 15595 RU
253 253 RU2606 20250807 ... 15660 15600 RU
254 254 RU2607 20250807 ... 15595 15620 RU
255 255 NR2508 20250807 ... 12215 12260 NR
256 256 NR2509 20250807 ... 12290 12300 NR
257 257 NR2510 20250807 ... 12350 12365 NR
258 258 NR2511 20250807 ... 12395 12410 NR
259 259 NR2512 20250807 ... 12410 12435 NR
260 260 NR2601 20250807 ... 12450 12470 NR
261 261 NR2602 20250807 ... 12475 12505 NR
262 262 NR2603 20250807 ... 12545 12545 NR
263 263 NR2604 20250807 ... 12495 12565 NR
264 264 NR2605 20250807 ... 12535 12620 NR
265 265 NR2606 20250807 ... 12585 12540 NR
266 266 NR2607 20250807 ... 12650 12645 NR
267 267 SP2508 20250807 ... 5132 5108 SP
268 268 SP2509 20250807 ... 5174 5162 SP
269 269 SP2510 20250807 ... 5192 5176 SP
270 270 SP2511 20250807 ... 5194 5178 SP
271 271 SP2512 20250807 ... 5198 5186 SP
272 272 SP2601 20250807 ... 5428 5418 SP
273 273 SP2602 20250807 ... 5402 5402 SP
274 274 SP2603 20250807 ... 5408 5392 SP
275 275 SP2604 20250807 ... 5396 5390 SP
276 276 SP2605 20250807 ... 5406 5394 SP
277 277 SP2606 20250807 ... 5416 5420 SP
278 278 SP2607 20250807 ... 5406 5402 SP
279 279 EC2508 20250807 ... 2072.4 2080.3 EC
280 280 EC2510 20250807 ... 1417 1434.4 EC
281 281 EC2512 20250807 ... 1751.9 1759.5 EC
282 282 EC2602 20250807 ... 1506.8 1521.6 EC
283 283 EC2604 20250807 ... 1343.6 1342.5 EC
284 284 EC2606 20250807 ... 1492 1489.4 EC
285 285 SC_TAS2509 20250807 ... SC_TAS
286 286 SC_TAS2510 20250807 ... SC_TAS
287 287 SC_TAS2511 20250807 ... SC_TAS
288 288 SC_TAS2512 20250807 ... SC_TAS
[289 rows x 13 columns]
2025-08-07 18:26:16,119 - future_1d - INFO - ak.get_shfe_daily('2025-08-07') done
2025-08-07 18:26:17,922 - future_1d - INFO - save future_daily 2025-08-07 completed