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2025-09-22 16:25:31 Mon START TASK.01 future_1d future_daily
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2025-09-22 16:25:33,702 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 IC2509 20250912 7109.800 ... 7152.400 7097.800 IC
1 IC2510 20250912 7063.000 ... 7100.000 7044.000 IC
2 IC2512 20250912 6955.000 ... 7000.400 6934.800 IC
3 IC2603 20250912 6815.000 ... 6849.400 6789.600 IC
4 IF2509 20250912 4557.000 ... 4525.800 4542.800 IF
5 IF2510 20250912 4564.000 ... 4517.600 4534.400 IF
6 IF2512 20250912 4530.000 ... 4499.200 4511.800 IF
7 IF2603 20250912 4518.000 ... 4478.800 4491.200 IF
8 IH2509 20250912 2988.600 ... 2969.800 2981.400 IH
9 IH2510 20250912 2989.200 ... 2969.800 2979.800 IH
10 IH2512 20250912 2989.000 ... 2971.200 2980.000 IH
11 IH2603 20250912 2992.000 ... 2974.000 2982.400 IH
12 IM2509 20250912 7387.000 ... 7400.800 7365.600 IM
13 IM2510 20250912 7336.000 ... 7333.600 7297.800 IM
14 IM2512 20250912 7180.200 ... 7186.400 7153.600 IM
15 IM2603 20250912 7000.000 ... 6985.200 6965.600 IM
16 T2509 20250912 NaN ... 107.870 107.835 T
17 T2512 20250912 107.595 ... 107.680 107.645 T
18 T2603 20250912 107.310 ... 107.385 107.335 T
19 TF2509 20250912 105.770 ... 105.760 105.660 TF
20 TF2512 20250912 105.570 ... 105.580 105.590 TF
21 TF2603 20250912 105.520 ... 105.470 105.485 TF
22 TL2509 20250912 115.550 ... 115.550 115.180 TL
23 TL2512 20250912 114.790 ... 115.160 114.830 TL
24 TL2603 20250912 114.390 ... 114.850 114.500 TL
25 TS2509 20250912 NaN ... 102.310 102.352 TS
26 TS2512 20250912 102.410 ... 102.364 102.406 TS
27 TS2603 20250912 102.334 ... 102.294 102.330 TS
[28 rows x 12 columns]
2025-09-22 16:25:34,160 - future_1d - INFO - ak.get_cffex_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 SC2510 20250912 483 ... 479.2 488.7 SC
1 SC2511 20250912 485 ... 480.5 489.4 SC
2 SC2512 20250912 484.7 ... 479.5 488.1 SC
3 SC2601 20250912 483.9 ... 479 487.1 SC
4 SC2602 20250912 479.8 ... 478.4 486 SC
5 SC2603 20250912 481.2 ... 477.8 484.7 SC
6 SC2604 20250912 478.1 ... 477.4 484.5 SC
7 SC2605 20250912 476.9 ... 477.3 483.3 SC
8 SC2606 20250912 480 ... 476.6 484.5 SC
9 SC2607 20250912 477 ... 475.9 483.7 SC
10 SC2608 20250912 474.5 ... 474.7 482 SC
11 SC2609 20250912 474.5 ... 473 480.8 SC
12 SC2612 20250912 473.8 ... 472.6 477.9 SC
13 SC2703 20250912 469.1 ... 469.2 472.1 SC
14 SC2706 20250912 ... 470 471.5 SC
15 SC2709 20250912 ... 470 471.3 SC
16 SC2712 20250912 467 ... 466.6 469 SC
17 SC2803 20250912 ... 468.2 468.2 SC
18 SC2806 20250912 461.5 ... 462.8 466.7 SC
19 SC2809 20250912 ... 462 462 SC
21 LU2510 20250912 3300 ... 3261 3343 LU
22 LU2511 20250912 3328 ... 3288 3370 LU
23 LU2512 20250912 3329 ... 3276 3362 LU
24 LU2601 20250912 3332 ... 3285 3358 LU
25 LU2602 20250912 3332 ... 3283 3338 LU
26 LU2603 20250912 3292 ... 3276 3334 LU
27 LU2604 20250912 3058 ... 3257 3339 LU
28 LU2605 20250912 3285 ... 3274 3323 LU
29 LU2606 20250912 3280 ... 3271 3316 LU
30 LU2607 20250912 3301 ... 3265 3321 LU
31 LU2608 20250912 3274 ... 3261 3316 LU
32 LU2609 20250912 3277 ... 3260 3314 LU
34 NR2509 20250912 ... 12645 12645 NR
35 NR2510 20250912 12565 ... 12495 12550 NR
36 NR2511 20250912 12645 ... 12545 12600 NR
37 NR2512 20250912 12700 ... 12590 12640 NR
38 NR2601 20250912 12690 ... 12615 12685 NR
39 NR2602 20250912 12710 ... 12645 12685 NR
40 NR2603 20250912 12725 ... 12630 12685 NR
41 NR2604 20250912 12745 ... 12675 12730 NR
42 NR2605 20250912 12740 ... 12695 12745 NR
43 NR2606 20250912 12580 ... 12580 12700 NR
44 NR2607 20250912 12640 ... 12640 12715 NR
45 NR2608 20250912 12685 ... 12685 12760 NR
47 BC2509 20250912 70500 ... 70500 70500 BC
48 BC2510 20250912 71260 ... 71640 71180 BC
49 BC2511 20250912 71290 ... 71660 71150 BC
50 BC2512 20250912 72470 ... 71670 70790 BC
51 BC2601 20250912 ... 72000 71300 BC
52 BC2602 20250912 ... 71650 70900 BC
53 BC2603 20250912 ... 72000 71560 BC
54 BC2604 20250912 ... 71500 71200 BC
55 BC2605 20250912 ... 71350 71170 BC
56 BC2606 20250912 ... 71450 70710 BC
57 BC2607 20250912 ... 71560 70900 BC
58 BC2608 20250912 ... 71550 70800 BC
60 EC2510 20250912 1205.6 ... 1181.6 1222 EC
61 EC2512 20250912 1601 ... 1594.5 1633.3 EC
62 EC2602 20250912 1497.4 ... 1490.3 1509.2 EC
63 EC2604 20250912 1235.7 ... 1235.6 1245.9 EC
64 EC2606 20250912 1423.6 ... 1412.9 1429.4 EC
65 EC2608 20250912 1595.3 ... 1580.3 1605.4 EC
69 SC_TAS2510 20250912 ... SC_TAS
70 SC_TAS2511 20250912 ... SC_TAS
71 SC_TAS2512 20250912 ... SC_TAS
72 SC_TAS2601 20250912 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 16:25:34,235 - future_1d - INFO - ak.get_ine_daily('2025-09-12') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250912 ... 80710 80090 CU
1 1 CU2510 20250912 ... 80660 80080 CU
2 2 CU2511 20250912 ... 80650 80080 CU
3 3 CU2512 20250912 ... 80640 80050 CU
4 4 CU2601 20250912 ... 80610 80040 CU
5 5 CU2602 20250912 ... 80580 80040 CU
6 6 CU2603 20250912 ... 80660 80060 CU
7 7 CU2604 20250912 ... 80600 80150 CU
8 8 CU2605 20250912 ... 80640 80130 CU
9 9 CU2606 20250912 ... 80740 80150 CU
10 10 CU2607 20250912 ... 80620 80150 CU
11 11 CU2608 20250912 ... 80650 80140 CU
12 12 BC2509 20250912 ... 70500 70500 BC
13 13 BC2510 20250912 ... 71640 71180 BC
14 14 BC2511 20250912 ... 71660 71150 BC
15 15 BC2512 20250912 ... 71670 70790 BC
16 16 BC2601 20250912 ... 72000 71300 BC
17 17 BC2602 20250912 ... 71650 70900 BC
18 18 BC2603 20250912 ... 72000 71560 BC
19 19 BC2604 20250912 ... 71500 71200 BC
20 20 BC2605 20250912 ... 71350 71170 BC
21 21 BC2606 20250912 ... 71450 70710 BC
22 22 BC2607 20250912 ... 71560 70900 BC
23 23 BC2608 20250912 ... 71550 70800 BC
24 24 AL2509 20250912 ... 21040 20845 AL
25 25 AL2510 20250912 ... 21030 20850 AL
26 26 AL2511 20250912 ... 21020 20840 AL
27 27 AL2512 20250912 ... 20975 20815 AL
28 28 AL2601 20250912 ... 20935 20800 AL
29 29 AL2602 20250912 ... 20925 20795 AL
30 30 AL2603 20250912 ... 20925 20820 AL
31 31 AL2604 20250912 ... 20940 20855 AL
32 32 AL2605 20250912 ... 20980 20865 AL
33 33 AL2606 20250912 ... 20975 20865 AL
34 34 AL2607 20250912 ... 20970 20875 AL
35 35 AL2608 20250912 ... 20965 20870 AL
36 36 ZN2509 20250912 ... 22240 22190 ZN
37 37 ZN2510 20250912 ... 22280 22225 ZN
38 38 ZN2511 20250912 ... 22295 22235 ZN
39 39 ZN2512 20250912 ... 22310 22250 ZN
40 40 ZN2601 20250912 ... 22335 22255 ZN
41 41 ZN2602 20250912 ... 22340 22265 ZN
42 42 ZN2603 20250912 ... 22345 22265 ZN
43 43 ZN2604 20250912 ... 22375 22310 ZN
44 44 ZN2605 20250912 ... 22400 22305 ZN
45 45 ZN2606 20250912 ... 22410 22305 ZN
46 46 ZN2607 20250912 ... 22370 22335 ZN
47 47 ZN2608 20250912 ... 22390 22350 ZN
48 48 PB2509 20250912 ... 16860 16795 PB
49 49 PB2510 20250912 ... 16965 16860 PB
50 50 PB2511 20250912 ... 16985 16865 PB
51 51 PB2512 20250912 ... 16975 16885 PB
52 52 PB2601 20250912 ... 16965 16910 PB
53 53 PB2602 20250912 ... 17045 16895 PB
54 54 PB2603 20250912 ... 16945 16910 PB
55 55 PB2604 20250912 ... 17065 16910 PB
56 56 PB2605 20250912 ... 17175 16925 PB
57 57 PB2606 20250912 ... 16935 16935 PB
58 58 PB2607 20250912 ... 17005 16945 PB
59 59 PB2608 20250912 ... 17135 16965 PB
60 60 NI2509 20250912 ... 121270 120260 NI
61 61 NI2510 20250912 ... 121190 120450 NI
62 62 NI2511 20250912 ... 121470 120600 NI
63 63 NI2512 20250912 ... 121560 120780 NI
64 64 NI2601 20250912 ... 121840 121000 NI
65 65 NI2602 20250912 ... 122140 121260 NI
66 66 NI2603 20250912 ... 122210 121390 NI
67 67 NI2604 20250912 ... 122290 121710 NI
68 68 NI2605 20250912 ... 122460 121760 NI
69 69 NI2606 20250912 ... 122790 122050 NI
70 70 NI2607 20250912 ... 122790 122410 NI
71 71 NI2608 20250912 ... 123400 122670 NI
72 72 SN2509 20250912 ... 273970 270340 SN
73 73 SN2510 20250912 ... 272850 271410 SN
74 74 SN2511 20250912 ... 273260 271610 SN
75 75 SN2512 20250912 ... 273380 271690 SN
76 76 SN2601 20250912 ... 273380 271500 SN
77 77 SN2602 20250912 ... 273590 271650 SN
78 78 SN2603 20250912 ... 273110 271120 SN
79 79 SN2604 20250912 ... 273390 272180 SN
80 80 SN2605 20250912 ... 273940 272460 SN
81 81 SN2606 20250912 ... 274310 271900 SN
82 82 SN2607 20250912 ... 273480 273090 SN
83 83 SN2608 20250912 ... 274950 272370 SN
84 84 AO2509 20250912 ... 2875 2904 AO
85 85 AO2510 20250912 ... 2904 2918 AO
86 86 AO2511 20250912 ... 2908 2920 AO
87 87 AO2512 20250912 ... 2917 2931 AO
88 88 AO2601 20250912 ... 2922 2940 AO
89 89 AO2602 20250912 ... 2928 2947 AO
90 90 AO2603 20250912 ... 2995 3008 AO
91 91 AO2604 20250912 ... 3004 3015 AO
92 92 AO2605 20250912 ... 3010 3025 AO
93 93 AO2606 20250912 ... 3019 3034 AO
94 94 AO2607 20250912 ... 3035 3048 AO
95 95 AO2608 20250912 ... 3040 3063 AO
96 96 AD2511 20250912 ... 20570 20410 AD
97 97 AD2512 20250912 ... 20580 20430 AD
98 98 AD2601 20250912 ... 20570 20410 AD
99 99 AD2602 20250912 ... 20545 20395 AD
100 100 AD2603 20250912 ... 20475 20405 AD
101 101 AD2604 20250912 ... 20490 20240 AD
102 102 AD2605 20250912 ... 20455 20325 AD
103 103 AD2606 20250912 ... 20155 20155 AD
104 104 AD2607 20250912 ... 20425 20150 AD
105 105 AD2608 20250912 ... 20515 20170 AD
106 106 AU2509 20250912 ... 832.5 832.5 AU
107 107 AU2510 20250912 ... 830.74 833.38 AU
108 108 AU2511 20250912 ... 832.94 834.64 AU
109 109 AU2512 20250912 ... 833.42 835.48 AU
110 110 AU2602 20250912 ... 835.4 838.02 AU
111 111 AU2604 20250912 ... 837.78 839.8 AU
112 112 AU2606 20250912 ... 840.26 842.34 AU
113 113 AU2608 20250912 ... 842.2 844.48 AU
114 114 AG2509 20250912 ... 9865 9785 AG
115 115 AG2510 20250912 ... 9930 9804 AG
116 116 AG2511 20250912 ... 9944 9815 AG
117 117 AG2512 20250912 ... 9963 9824 AG
118 118 AG2601 20250912 ... 9965 9837 AG
119 119 AG2602 20250912 ... 9975 9848 AG
120 120 AG2603 20250912 ... 10002 9860 AG
121 121 AG2604 20250912 ... 10007 9875 AG
122 122 AG2605 20250912 ... 10035 9893 AG
123 123 AG2606 20250912 ... 10038 9906 AG
124 124 AG2607 20250912 ... 10051 9922 AG
125 125 AG2608 20250912 ... 10068 9938 AG
126 126 RB2509 20250912 ... 2941 2941 RB
127 127 RB2510 20250912 ... 3017 3013 RB
128 128 RB2511 20250912 ... 3035 3034 RB
129 129 RB2512 20250912 ... 3089 3081 RB
130 130 RB2601 20250912 ... 3107 3101 RB
131 131 RB2602 20250912 ... 3112 3098 RB
132 132 RB2603 20250912 ... 3122 3112 RB
133 133 RB2604 20250912 ... 3148 3136 RB
134 134 RB2605 20250912 ... 3163 3150 RB
135 135 RB2606 20250912 ... 3180 3166 RB
136 136 RB2607 20250912 ... 3200 3179 RB
137 137 RB2608 20250912 ... 3207 3192 RB
138 138 WR2509 20250912 ... 3342 3342 WR
139 139 WR2510 20250912 ... 3276 3282 WR
140 140 WR2511 20250912 ... 3302 3302 WR
141 141 WR2512 20250912 ... 3324 3324 WR
142 142 WR2601 20250912 ... 3366 3377 WR
143 143 WR2602 20250912 ... 3358 3358 WR
144 144 WR2603 20250912 ... 3338 3338 WR
145 145 WR2604 20250912 ... 3389 3389 WR
146 146 WR2605 20250912 ... 3414 3414 WR
147 147 WR2606 20250912 ... 3372 3372 WR
148 148 WR2607 20250912 ... 3390 3390 WR
149 149 WR2608 20250912 ... 3399 3410 WR
150 150 HC2509 20250912 ... 3396 3396 HC
151 151 HC2510 20250912 ... 3374 3379 HC
152 152 HC2511 20250912 ... 3361 3365 HC
153 153 HC2512 20250912 ... 3360 3354 HC
154 154 HC2601 20250912 ... 3341 3342 HC
155 155 HC2602 20250912 ... 3338 3339 HC
156 156 HC2603 20250912 ... 3343 3344 HC
157 157 HC2604 20250912 ... 3346 3346 HC
158 158 HC2605 20250912 ... 3345 3347 HC
159 159 HC2606 20250912 ... 3341 3354 HC
160 160 HC2607 20250912 ... 3356 3357 HC
161 161 HC2608 20250912 ... 3351 3358 HC
162 162 SS2509 20250912 ... 12800 12800 SS
163 163 SS2510 20250912 ... 12830 12810 SS
164 164 SS2511 20250912 ... 12915 12895 SS
165 165 SS2512 20250912 ... 12955 12930 SS
166 166 SS2601 20250912 ... 13010 12990 SS
167 167 SS2602 20250912 ... 13015 13030 SS
168 168 SS2603 20250912 ... 13130 13110 SS
169 169 SS2604 20250912 ... 13140 13175 SS
170 170 SS2605 20250912 ... 13290 13245 SS
171 171 SS2606 20250912 ... 13305 13305 SS
172 172 SS2607 20250912 ... 13370 13370 SS
173 173 SS2608 20250912 ... 13430 13400 SS
174 174 SC2510 20250912 ... 479.2 488.7 SC
175 175 SC2511 20250912 ... 480.5 489.4 SC
176 176 SC2512 20250912 ... 479.5 488.1 SC
177 177 SC2601 20250912 ... 479 487.1 SC
178 178 SC2602 20250912 ... 478.4 486 SC
179 179 SC2603 20250912 ... 477.8 484.7 SC
180 180 SC2604 20250912 ... 477.4 484.5 SC
181 181 SC2605 20250912 ... 477.3 483.3 SC
182 182 SC2606 20250912 ... 476.6 484.5 SC
183 183 SC2607 20250912 ... 475.9 483.7 SC
184 184 SC2608 20250912 ... 474.7 482 SC
185 185 SC2609 20250912 ... 473 480.8 SC
186 186 SC2612 20250912 ... 472.6 477.9 SC
187 187 SC2703 20250912 ... 469.2 472.1 SC
188 188 SC2706 20250912 ... 470 471.5 SC
189 189 SC2709 20250912 ... 470 471.3 SC
190 190 SC2712 20250912 ... 466.6 469 SC
191 191 SC2803 20250912 ... 468.2 468.2 SC
192 192 SC2806 20250912 ... 462.8 466.7 SC
193 193 SC2809 20250912 ... 462 462 SC
194 194 LU2510 20250912 ... 3261 3343 LU
195 195 LU2511 20250912 ... 3288 3370 LU
196 196 LU2512 20250912 ... 3276 3362 LU
197 197 LU2601 20250912 ... 3285 3358 LU
198 198 LU2602 20250912 ... 3283 3338 LU
199 199 LU2603 20250912 ... 3276 3334 LU
200 200 LU2604 20250912 ... 3257 3339 LU
201 201 LU2605 20250912 ... 3274 3323 LU
202 202 LU2606 20250912 ... 3271 3316 LU
203 203 LU2607 20250912 ... 3265 3321 LU
204 204 LU2608 20250912 ... 3261 3316 LU
205 205 LU2609 20250912 ... 3260 3314 LU
206 206 FU2510 20250912 ... 2776 2833 FU
207 207 FU2511 20250912 ... 2768 2824 FU
208 208 FU2512 20250912 ... 2745 2803 FU
209 209 FU2601 20250912 ... 2733 2793 FU
210 210 FU2602 20250912 ... 2718 2777 FU
211 211 FU2603 20250912 ... 2714 2766 FU
212 212 FU2604 20250912 ... 2712 2759 FU
213 213 FU2605 20250912 ... 2698 2749 FU
214 214 FU2606 20250912 ... 2694 2741 FU
215 215 FU2607 20250912 ... 2687 2727 FU
216 216 FU2608 20250912 ... 2681 2722 FU
217 217 FU2609 20250912 ... 2664 2700 FU
218 218 BU2509 20250912 ... 3423 3423 BU
219 219 BU2510 20250912 ... 3421 3470 BU
220 220 BU2511 20250912 ... 3403 3459 BU
221 221 BU2512 20250912 ... 3359 3411 BU
222 222 BU2601 20250912 ... 3338 3385 BU
223 223 BU2602 20250912 ... 3336 3382 BU
224 224 BU2603 20250912 ... 3340 3388 BU
225 225 BU2604 20250912 ... 3308 3382 BU
226 226 BU2605 20250912 ... 3334 3388 BU
227 227 BU2606 20250912 ... 3329 3379 BU
228 228 BU2607 20250912 ... 3339 3381 BU
229 229 BU2608 20250912 ... 3320 3359 BU
230 230 BU2609 20250912 ... 3322 3372 BU
231 231 BU2612 20250912 ... 3281 3325 BU
232 232 BU2703 20250912 ... 3289 3327 BU
233 233 BU2706 20250912 ... 3292 3331 BU
234 234 BR2509 20250912 ... 11675 11850 BR
235 235 BR2510 20250912 ... 11575 11665 BR
236 236 BR2511 20250912 ... 11545 11630 BR
237 237 BR2512 20250912 ... 11525 11615 BR
238 238 BR2601 20250912 ... 11540 11630 BR
239 239 BR2602 20250912 ... 11685 11735 BR
240 240 BR2603 20250912 ... 11570 11665 BR
241 241 BR2604 20250912 ... 11615 11680 BR
242 242 BR2605 20250912 ... 11640 11700 BR
243 243 BR2606 20250912 ... 11715 11715 BR
244 244 BR2607 20250912 ... 11715 11780 BR
245 245 BR2608 20250912 ... 11705 11915 BR
246 246 RU2509 20250912 ... 14835 14825 RU
247 247 RU2510 20250912 ... 14910 14955 RU
248 248 RU2511 20250912 ... 14880 14940 RU
249 249 RU2601 20250912 ... 15810 15880 RU
250 250 RU2603 20250912 ... 15790 15880 RU
251 251 RU2604 20250912 ... 15770 15895 RU
252 252 RU2605 20250912 ... 15835 15910 RU
253 253 RU2606 20250912 ... 15925 15925 RU
254 254 RU2607 20250912 ... 15865 15980 RU
255 255 RU2608 20250912 ... 15970 15970 RU
256 256 NR2509 20250912 ... 12645 12645 NR
257 257 NR2510 20250912 ... 12495 12550 NR
258 258 NR2511 20250912 ... 12545 12600 NR
259 259 NR2512 20250912 ... 12590 12640 NR
260 260 NR2601 20250912 ... 12615 12685 NR
261 261 NR2602 20250912 ... 12645 12685 NR
262 262 NR2603 20250912 ... 12630 12685 NR
263 263 NR2604 20250912 ... 12675 12730 NR
264 264 NR2605 20250912 ... 12695 12745 NR
265 265 NR2606 20250912 ... 12580 12700 NR
266 266 NR2607 20250912 ... 12640 12715 NR
267 267 NR2608 20250912 ... 12685 12760 NR
268 268 SP2509 20250912 ... 4926 4948 SP
269 269 SP2510 20250912 ... 4964 4974 SP
270 270 SP2511 20250912 ... 4988 4994 SP
271 271 SP2512 20250912 ... 5004 5014 SP
272 272 SP2601 20250912 ... 5276 5280 SP
273 273 SP2602 20250912 ... 5262 5276 SP
274 274 SP2603 20250912 ... 5272 5280 SP
275 275 SP2604 20250912 ... 5278 5278 SP
276 276 SP2605 20250912 ... 5290 5294 SP
277 277 SP2606 20250912 ... 5290 5290 SP
278 278 SP2607 20250912 ... 5294 5286 SP
279 279 SP2608 20250912 ... 5296 5292 SP
280 280 OP2601 20250912 ... 4220 4254 OP
281 281 OP2602 20250912 ... 4202 4246 OP
282 282 OP2603 20250912 ... 4228 4274 OP
283 283 OP2604 20250912 ... 4250 4282 OP
284 284 OP2605 20250912 ... 4248 4278 OP
285 285 OP2606 20250912 ... 4222 4250 OP
286 286 OP2607 20250912 ... 4256 4270 OP
287 287 OP2608 20250912 ... 4250 4278 OP
288 288 EC2510 20250912 ... 1181.6 1222 EC
289 289 EC2512 20250912 ... 1594.5 1633.3 EC
290 290 EC2602 20250912 ... 1490.3 1509.2 EC
291 291 EC2604 20250912 ... 1235.6 1245.9 EC
292 292 EC2606 20250912 ... 1412.9 1429.4 EC
293 293 EC2608 20250912 ... 1580.3 1605.4 EC
294 295 SC_TAS2510 20250912 ... SC_TAS
295 296 SC_TAS2511 20250912 ... SC_TAS
296 297 SC_TAS2512 20250912 ... SC_TAS
297 298 SC_TAS2601 20250912 ... SC_TAS
[298 rows x 13 columns]
2025-09-22 16:25:34,355 - future_1d - INFO - ak.get_shfe_daily('2025-09-12') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250912 8350.0 8438.0 ... 111999.83 8382.0 8293.0 AP
1 AP511 20250912 8140.0 8248.0 ... 8691.41 8199.0 8116.0 AP
2 AP512 20250912 8149.0 8258.0 ... 641.01 8218.0 8131.0 AP
3 AP601 20250912 8277.0 8333.0 ... 548026.71 8287.0 8214.0 AP
4 AP603 20250912 8133.0 8215.0 ... 237.41 8186.0 8124.0 AP
5 AP604 20250912 8180.0 8229.0 ... 188.73 8206.0 8142.0 AP
6 AP605 20250912 8245.0 8300.0 ... 2431.21 8269.0 8227.0 AP
7 CF509 20250912 13370.0 13385.0 ... 8720.58 13375.0 13345.0 CF
8 CF511 20250912 13655.0 13730.0 ... 201420.59 13675.0 13665.0 CF
9 CF601 20250912 13800.0 13880.0 ... 1114023.33 13830.0 13830.0 CF
10 CF603 20250912 13780.0 13835.0 ... 1800.24 13795.0 13800.0 CF
11 CF605 20250912 13795.0 13845.0 ... 111902.58 13795.0 13795.0 CF
12 CF607 20250912 13795.0 13860.0 ... 649.87 13825.0 13815.0 CF
13 CJ509 20250912 0.0 0.0 ... 24.91 9965.0 9965.0 CJ
14 CJ512 20250912 11135.0 11190.0 ... 3810.44 11125.0 11100.0 CJ
15 CJ601 20250912 11195.0 11270.0 ... 529644.44 11190.0 11185.0 CJ
16 CJ603 20250912 11200.0 11305.0 ... 6237.23 11230.0 11240.0 CJ
17 CJ605 20250912 11310.0 11400.0 ... 76766.43 11320.0 11315.0 CJ
18 CJ607 20250912 11450.0 11510.0 ... 1196.57 11450.0 11425.0 CJ
19 CY509 20250912 0.0 0.0 ... 292.56 20160.0 20180.0 CY
20 CY510 20250912 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250912 19850.0 19895.0 ... 108377.15 19855.0 19875.0 CY
22 CY512 20250912 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250912 19830.0 19885.0 ... 873.75 19860.0 19890.0 CY
24 CY602 20250912 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250912 0.0 0.0 ... 0.00 20145.0 20240.0 CY
26 CY604 20250912 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250912 20060.0 20060.0 ... 20.06 20055.0 20080.0 CY
28 CY606 20250912 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250912 0.0 0.0 ... 0.00 20300.0 20335.0 CY
30 CY608 20250912 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG509 20250912 979.0 1000.0 ... 680.51 978.0 990.0 FG
32 FG510 20250912 1100.0 1100.0 ... 54819.85 1080.0 1107.0 FG
33 FG511 20250912 1095.0 1095.0 ... 157198.32 1080.0 1095.0 FG
34 FG512 20250912 1187.0 1190.0 ... 58644.37 1181.0 1192.0 FG
35 FG601 20250912 1182.0 1186.0 ... 4230988.70 1175.0 1186.0 FG
36 FG602 20250912 1235.0 1235.0 ... 31425.24 1226.0 1235.0 FG
37 FG603 20250912 1235.0 1237.0 ... 1061.16 1228.0 1239.0 FG
38 FG604 20250912 1279.0 1287.0 ... 506.64 1279.0 1287.0 FG
39 FG605 20250912 1279.0 1286.0 ... 79931.70 1275.0 1281.0 FG
40 FG606 20250912 1308.0 1320.0 ... 588.93 1309.0 1315.0 FG
41 FG607 20250912 1298.0 1308.0 ... 584.69 1299.0 1305.0 FG
42 FG608 20250912 1330.0 1338.0 ... 765.30 1329.0 1333.0 FG
43 JR509 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250912 2249.0 2249.0 ... 2776.85 2234.0 2226.0 MA
53 MA510 20250912 2290.0 2290.0 ... 18051.99 2281.0 2299.0 MA
54 MA511 20250912 2318.0 2322.0 ... 171845.36 2313.0 2329.0 MA
55 MA512 20250912 2356.0 2363.0 ... 74857.91 2354.0 2372.0 MA
56 MA601 20250912 2380.0 2386.0 ... 961687.41 2378.0 2395.0 MA
57 MA602 20250912 2398.0 2403.0 ... 77549.24 2394.0 2412.0 MA
58 MA603 20250912 2401.0 2411.0 ... 252.24 2402.0 2417.0 MA
59 MA604 20250912 2403.0 2403.0 ... 2.40 2403.0 2408.0 MA
60 MA605 20250912 2386.0 2395.0 ... 65689.57 2386.0 2396.0 MA
61 MA606 20250912 0.0 0.0 ... 0.00 2394.0 2400.0 MA
62 MA607 20250912 2369.0 2385.0 ... 23.76 2376.0 2383.0 MA
63 MA608 20250912 2381.0 2381.0 ... 4.76 2380.0 2384.0 MA
64 OI509 20250912 0.0 0.0 ... 140.32 10023.0 10023.0 OI
65 OI511 20250912 10095.0 10161.0 ... 531493.02 10090.0 10015.0 OI
66 OI601 20250912 9894.0 9967.0 ... 2920257.58 9904.0 9839.0 OI
67 OI603 20250912 9706.0 9768.0 ... 2784.04 9700.0 9671.0 OI
68 OI605 20250912 9540.0 9595.0 ... 94328.75 9523.0 9510.0 OI
69 OI607 20250912 9486.0 9538.0 ... 843.84 9481.0 9456.0 OI
70 PF509 20250912 0.0 0.0 ... 3.12 6232.0 6272.0 PF
71 PF510 20250912 6352.0 6360.0 ... 21081.39 6330.0 6374.0 PF
72 PF511 20250912 6342.0 6356.0 ... 394490.02 6324.0 6366.0 PF
73 PF512 20250912 6328.0 6340.0 ... 100969.46 6308.0 6350.0 PF
74 PF601 20250912 6364.0 6376.0 ... 22261.90 6350.0 6388.0 PF
75 PF602 20250912 6378.0 6386.0 ... 35051.53 6364.0 6396.0 PF
76 PF603 20250912 6376.0 6376.0 ... 47.72 6364.0 6400.0 PF
77 PF604 20250912 6398.0 6430.0 ... 22.44 6410.0 6436.0 PF
78 PF605 20250912 6422.0 6434.0 ... 6.43 6428.0 6460.0 PF
79 PF606 20250912 0.0 0.0 ... 0.00 6456.0 6474.0 PF
80 PF607 20250912 6470.0 6470.0 ... 3.24 6470.0 6502.0 PF
81 PF608 20250912 0.0 0.0 ... 0.00 6504.0 6516.0 PF
82 PK510 20250912 7882.0 7890.0 ... 56147.36 7822.0 7876.0 PK
83 PK511 20250912 7786.0 7796.0 ... 431016.44 7766.0 7776.0 PK
84 PK512 20250912 7808.0 7812.0 ... 237242.34 7772.0 7800.0 PK
85 PK601 20250912 7820.0 7830.0 ... 47475.90 7812.0 7826.0 PK
86 PK603 20250912 7842.0 7846.0 ... 180.18 7834.0 7848.0 PK
87 PK604 20250912 7862.0 7862.0 ... 70.65 7850.0 7856.0 PK
88 PK605 20250912 7860.0 7870.0 ... 2360.20 7854.0 7852.0 PK
89 PL601 20250912 6400.0 6420.0 ... 40740.24 6382.0 6406.0 PL
90 PL602 20250912 6420.0 6440.0 ... 1231.91 6416.0 6441.0 PL
91 PL603 20250912 6436.0 6436.0 ... 64.33 6433.0 6440.0 PL
92 PL604 20250912 0.0 0.0 ... 0.00 6455.0 6455.0 PL
93 PL605 20250912 6343.0 6360.0 ... 25.41 6352.0 6374.0 PL
94 PL606 20250912 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250912 0.0 0.0 ... 0.00 6419.0 6450.0 PL
96 PL608 20250912 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250912 5748.0 5840.0 ... 1426.45 5764.0 5700.0 PR
104 PR510 20250912 5838.0 5838.0 ... 11725.99 5804.0 5834.0 PR
105 PR511 20250912 5832.0 5836.0 ... 389848.99 5798.0 5838.0 PR
106 PR512 20250912 5844.0 5844.0 ... 279238.88 5806.0 5848.0 PR
107 PR601 20250912 5854.0 5854.0 ... 107289.56 5808.0 5856.0 PR
108 PR602 20250912 5872.0 5878.0 ... 3816.83 5836.0 5872.0 PR
109 PR603 20250912 5838.0 5888.0 ... 219.52 5854.0 5892.0 PR
110 PR604 20250912 5862.0 5872.0 ... 158.15 5858.0 5912.0 PR
111 PR605 20250912 5866.0 5884.0 ... 114.47 5870.0 5920.0 PR
112 PR606 20250912 5920.0 5920.0 ... 8.88 5920.0 5946.0 PR
113 PR607 20250912 5954.0 5954.0 ... 53.30 5922.0 5968.0 PR
114 PR608 20250912 5956.0 5956.0 ... 53.28 5920.0 5962.0 PR
115 PX509 20250912 0.0 0.0 ... 0.00 6716.0 6782.0 PX
116 PX510 20250912 6740.0 6746.0 ... 8287.73 6708.0 6786.0 PX
117 PX511 20250912 6740.0 6748.0 ... 506357.78 6700.0 6766.0 PX
118 PX512 20250912 6722.0 6722.0 ... 165142.21 6672.0 6732.0 PX
119 PX601 20250912 6690.0 6700.0 ... 103834.02 6656.0 6708.0 PX
120 PX602 20250912 6674.0 6676.0 ... 14330.50 6644.0 6698.0 PX
121 PX603 20250912 6646.0 6646.0 ... 6.64 6640.0 6690.0 PX
122 PX604 20250912 0.0 0.0 ... 0.00 6668.0 6700.0 PX
123 PX605 20250912 6668.0 6668.0 ... 236.08 6650.0 6692.0 PX
124 PX606 20250912 0.0 0.0 ... 0.00 6668.0 6708.0 PX
125 PX607 20250912 6660.0 6660.0 ... 3.33 6660.0 6722.0 PX
126 PX608 20250912 6646.0 6646.0 ... 3.32 6646.0 6706.0 PX
127 RI509 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250912 2552.0 2573.0 ... 1706.25 2570.0 2544.0 RM
134 RM511 20250912 2555.0 2559.0 ... 23148.56 2545.0 2544.0 RM
135 RM601 20250912 2560.0 2572.0 ... 791030.41 2555.0 2554.0 RM
136 RM603 20250912 2446.0 2458.0 ... 12559.35 2441.0 2440.0 RM
137 RM605 20250912 2406.0 2427.0 ... 109443.88 2416.0 2411.0 RM
138 RM607 20250912 2400.0 2409.0 ... 6705.84 2398.0 2393.0 RM
139 RM608 20250912 2495.0 2502.0 ... 129.92 2498.0 2491.0 RM
140 RS509 20250912 0.0 0.0 ... 0.00 4869.0 4846.0 RS
141 RS511 20250912 5111.0 5208.0 ... 133.95 5152.0 5128.0 RS
142 RS607 20250912 5559.0 5565.0 ... 88.69 5543.0 5552.0 RS
143 RS608 20250912 5551.0 5584.0 ... 66.66 5555.0 5615.0 RS
144 SA509 20250912 1164.0 1170.0 ... 1821.23 1163.0 1159.0 SA
145 SA510 20250912 1199.0 1210.0 ... 48975.03 1200.0 1207.0 SA
146 SA511 20250912 1215.0 1224.0 ... 262167.28 1214.0 1217.0 SA
147 SA512 20250912 1276.0 1284.0 ... 137620.78 1274.0 1276.0 SA
148 SA601 20250912 1285.0 1295.0 ... 3266834.01 1286.0 1286.0 SA
149 SA602 20250912 1311.0 1324.0 ... 27666.38 1315.0 1312.0 SA
150 SA603 20250912 1319.0 1328.0 ... 2383.26 1318.0 1315.0 SA
151 SA604 20250912 1353.0 1366.0 ... 1053.44 1358.0 1348.0 SA
152 SA605 20250912 1361.0 1370.0 ... 98713.34 1361.0 1355.0 SA
153 SA606 20250912 1366.0 1380.0 ... 742.08 1369.0 1365.0 SA
154 SA607 20250912 1370.0 1383.0 ... 1193.32 1372.0 1369.0 SA
155 SA608 20250912 1389.0 1395.0 ... 997.41 1389.0 1389.0 SA
156 SF509 20250912 5440.0 5468.0 ... 2564.71 5444.0 5464.0 SF
157 SF510 20250912 5438.0 5500.0 ... 23123.76 5446.0 5472.0 SF
158 SF511 20250912 5626.0 5680.0 ... 469614.65 5620.0 5640.0 SF
159 SF512 20250912 5580.0 5634.0 ... 95884.40 5576.0 5596.0 SF
160 SF601 20250912 5580.0 5634.0 ... 152167.99 5584.0 5600.0 SF
161 SF602 20250912 5544.0 5592.0 ... 20074.59 5542.0 5552.0 SF
162 SF603 20250912 5694.0 5700.0 ... 5.70 5698.0 5720.0 SF
163 SF604 20250912 5732.0 5732.0 ... 2.87 5732.0 5718.0 SF
164 SF605 20250912 5694.0 5740.0 ... 1678.73 5692.0 5702.0 SF
165 SF606 20250912 5652.0 5682.0 ... 42.41 5654.0 5672.0 SF
166 SF607 20250912 5810.0 5840.0 ... 5.83 5826.0 5828.0 SF
167 SF608 20250912 5738.0 5738.0 ... 2.87 5738.0 5752.0 SF
168 SH509 20250912 0.0 0.0 ... 0.00 2806.0 2828.0 SH
169 SH510 20250912 2555.0 2555.0 ... 68932.45 2533.0 2565.0 SH
170 SH511 20250912 2575.0 2577.0 ... 666535.61 2548.0 2576.0 SH
171 SH512 20250912 2599.0 2600.0 ... 254696.45 2573.0 2597.0 SH
172 SH601 20250912 2587.0 2589.0 ... 2613145.01 2567.0 2587.0 SH
173 SH602 20250912 2606.0 2607.0 ... 23829.74 2585.0 2604.0 SH
174 SH603 20250912 2618.0 2618.0 ... 2324.79 2600.0 2624.0 SH
175 SH604 20250912 2654.0 2657.0 ... 610.85 2644.0 2666.0 SH
176 SH605 20250912 2671.0 2671.0 ... 20446.09 2652.0 2675.0 SH
177 SH606 20250912 2664.0 2673.0 ... 175.52 2659.0 2689.0 SH
178 SH607 20250912 2662.0 2662.0 ... 71.66 2654.0 2675.0 SH
179 SH608 20250912 2678.0 2681.0 ... 192.49 2673.0 2687.0 SH
180 SM509 20250912 5726.0 5746.0 ... 8950.69 5712.0 5770.0 SM
181 SM510 20250912 5744.0 5792.0 ... 20478.70 5746.0 5774.0 SM
182 SM511 20250912 5838.0 5870.0 ... 225176.08 5820.0 5848.0 SM
183 SM512 20250912 5822.0 5876.0 ... 45049.26 5828.0 5854.0 SM
184 SM601 20250912 5834.0 5884.0 ... 422483.42 5836.0 5860.0 SM
185 SM602 20250912 5830.0 5880.0 ... 139122.44 5830.0 5864.0 SM
186 SM603 20250912 5852.0 5872.0 ... 64.42 5858.0 5880.0 SM
187 SM604 20250912 5866.0 5900.0 ... 8.82 5878.0 5884.0 SM
188 SM605 20250912 5864.0 5914.0 ... 7140.28 5866.0 5896.0 SM
189 SM606 20250912 5872.0 5910.0 ... 47.02 5878.0 5900.0 SM
190 SM607 20250912 5886.0 5922.0 ... 91.23 5886.0 5906.0 SM
191 SM608 20250912 5894.0 5904.0 ... 17.66 5886.0 5930.0 SM
192 SR509 20250912 5540.0 5550.0 ... 2103.75 5543.0 5526.0 SR
193 SR511 20250912 5559.0 5566.0 ... 117552.50 5550.0 5554.0 SR
194 SR601 20250912 5546.0 5555.0 ... 755516.30 5544.0 5542.0 SR
195 SR603 20250912 5537.0 5540.0 ... 2277.89 5529.0 5528.0 SR
196 SR605 20250912 5516.0 5528.0 ... 31146.38 5519.0 5516.0 SR
197 SR607 20250912 5519.0 5524.0 ... 1020.22 5515.0 5512.0 SR
198 TA509 20250912 4550.0 4550.0 ... 4327.35 4548.0 4602.0 TA
199 TA510 20250912 4632.0 4644.0 ... 39797.21 4616.0 4660.0 TA
200 TA511 20250912 4654.0 4662.0 ... 262416.38 4628.0 4672.0 TA
201 TA512 20250912 4664.0 4670.0 ... 91703.94 4638.0 4682.0 TA
202 TA601 20250912 4670.0 4678.0 ... 1189506.27 4648.0 4688.0 TA
203 TA602 20250912 4686.0 4686.0 ... 18720.21 4658.0 4694.0 TA
204 TA603 20250912 4690.0 4690.0 ... 88.70 4668.0 4708.0 TA
205 TA604 20250912 4666.0 4680.0 ... 7.01 4672.0 4722.0 TA
206 TA605 20250912 4706.0 4710.0 ... 36190.24 4686.0 4720.0 TA
207 TA606 20250912 4690.0 4692.0 ... 7.04 4692.0 4734.0 TA
208 TA607 20250912 0.0 0.0 ... 0.00 4710.0 4744.0 TA
209 TA608 20250912 0.0 0.0 ... 0.00 4718.0 4768.0 TA
210 UR509 20250912 1583.0 1592.0 ... 4216.74 1578.0 1603.0 UR
211 UR510 20250912 1610.0 1610.0 ... 19797.98 1595.0 1620.0 UR
212 UR511 20250912 1654.0 1659.0 ... 51287.21 1650.0 1659.0 UR
213 UR512 20250912 1662.0 1670.0 ... 15384.16 1662.0 1666.0 UR
214 UR601 20250912 1665.0 1676.0 ... 415672.14 1667.0 1672.0 UR
215 UR602 20250912 1672.0 1678.0 ... 527.48 1669.0 1674.0 UR
216 UR603 20250912 1717.0 1719.0 ... 137.18 1715.0 1720.0 UR
217 UR604 20250912 1720.0 1720.0 ... 158.10 1718.0 1721.0 UR
218 UR605 20250912 1718.0 1724.0 ... 16513.17 1718.0 1721.0 UR
219 UR606 20250912 1719.0 1720.0 ... 230.07 1717.0 1718.0 UR
220 UR607 20250912 1746.0 1746.0 ... 34.90 1745.0 1747.0 UR
221 UR608 20250912 1737.0 1740.0 ... 10.43 1738.0 1742.0 UR
222 WH509 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 16:25:34,737 - future_1d - INFO - ak.get_czce_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 PS2509 20250912 0.0 ... 52925.0 55575.0 PS
1 PS2510 20250912 53950.0 ... 53935.0 53135.0 PS
2 PS2511 20250912 53520.0 ... 53730.0 53035.0 PS
3 PS2512 20250912 56000.0 ... 56225.0 55530.0 PS
4 PS2601 20250912 56020.0 ... 56110.0 55465.0 PS
5 PS2602 20250912 55975.0 ... 56305.0 55735.0 PS
6 PS2603 20250912 56060.0 ... 56265.0 55715.0 PS
7 PS2604 20250912 56265.0 ... 56410.0 55800.0 PS
8 PS2605 20250912 56275.0 ... 56225.0 55650.0 PS
9 PS2606 20250912 57805.0 ... 58330.0 57725.0 PS
10 PS2607 20250912 58145.0 ... 58370.0 57855.0 PS
11 PS2608 20250912 57985.0 ... 58405.0 57850.0 PS
13 SI2509 20250912 0.0 ... 8405.0 8685.0 SI
14 SI2510 20250912 8655.0 ... 8705.0 8685.0 SI
15 SI2511 20250912 8710.0 ... 8725.0 8690.0 SI
16 SI2512 20250912 9090.0 ... 9090.0 9040.0 SI
17 SI2601 20250912 9055.0 ... 9080.0 9035.0 SI
18 SI2602 20250912 9080.0 ... 9080.0 9030.0 SI
19 SI2603 20250912 9125.0 ... 9100.0 9065.0 SI
20 SI2604 20250912 9085.0 ... 9095.0 9030.0 SI
21 SI2605 20250912 9075.0 ... 9105.0 9055.0 SI
22 SI2606 20250912 9110.0 ... 9105.0 9070.0 SI
23 SI2607 20250912 9130.0 ... 9110.0 9070.0 SI
24 SI2608 20250912 9170.0 ... 9115.0 9085.0 SI
27 LC2509 20250912 71140.0 ... 74700.0 70800.0 LC
28 LC2510 20250912 70160.0 ... 70900.0 70580.0 LC
29 LC2511 20250912 70540.0 ... 71040.0 70660.0 LC
30 LC2512 20250912 70980.0 ... 71240.0 70960.0 LC
31 LC2601 20250912 70660.0 ... 71200.0 70920.0 LC
32 LC2602 20250912 70640.0 ... 71240.0 70860.0 LC
33 LC2603 20250912 70660.0 ... 71120.0 70780.0 LC
34 LC2604 20250912 70980.0 ... 71680.0 71740.0 LC
35 LC2605 20250912 71600.0 ... 71620.0 71380.0 LC
36 LC2606 20250912 71420.0 ... 71520.0 71240.0 LC
37 LC2607 20250912 71200.0 ... 71420.0 71100.0 LC
38 LC2608 20250912 71200.0 ... 71380.0 71040.0 LC
[36 rows x 12 columns]
2025-09-22 16:25:34,941 - future_1d - INFO - ak.get_gfex_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 a2509 20250912 0.0 ... 4081.00 4040.00 A
1 a2511 20250912 3947.0 ... 3956.00 3926.00 A
2 a2601 20250912 3946.0 ... 3956.00 3930.00 A
3 a2603 20250912 3954.0 ... 3963.00 3934.00 A
4 a2605 20250912 3996.0 ... 4002.00 3977.00 A
5 a2607 20250912 4000.0 ... 4006.00 3981.00 A
6 b2509 20250912 0.0 ... 3694.00 3681.00 B
7 b2510 20250912 3735.0 ... 3726.00 3702.00 B
8 b2511 20250912 3759.0 ... 3760.00 3726.00 B
9 b2512 20250912 3786.0 ... 3787.00 3761.00 B
10 b2601 20250912 3781.0 ... 3785.00 3761.00 B
11 b2602 20250912 3766.0 ... 3765.00 3744.00 B
12 b2603 20250912 3705.0 ... 3713.00 3705.00 B
13 b2604 20250912 3586.0 ... 3598.00 3584.00 B
14 b2605 20250912 3506.0 ... 3518.00 3500.00 B
15 b2606 20250912 3490.0 ... 3487.00 3467.00 B
16 b2607 20250912 3486.0 ... 3487.00 3467.00 B
17 b2608 20250912 3586.0 ... 3588.00 3566.00 B
18 bb2509 20250912 0.0 ... 144.15 144.15 BB
19 bb2511 20250912 142.2 ... 141.95 142.05 BB
20 bb2601 20250912 146.6 ... 146.80 146.80 BB
21 bb2603 20250912 0.0 ... 146.90 146.90 BB
22 bb2605 20250912 0.0 ... 141.90 141.90 BB
23 bb2607 20250912 0.0 ... 146.70 146.70 BB
24 bz2603 20250912 6015.0 ... 5989.00 6034.00 BZ
25 bz2604 20250912 5956.0 ... 5953.00 6011.00 BZ
26 bz2605 20250912 0.0 ... 6011.00 6011.00 BZ
27 bz2606 20250912 5953.0 ... 5953.00 6005.00 BZ
28 bz2607 20250912 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250912 5955.0 ... 5955.00 5969.00 BZ
30 c2509 20250912 0.0 ... 2256.00 2345.00 C
31 c2511 20250912 2203.0 ... 2199.00 2199.00 C
32 c2601 20250912 2171.0 ... 2169.00 2169.00 C
33 c2603 20250912 2187.0 ... 2185.00 2183.00 C
34 c2605 20250912 2239.0 ... 2238.00 2237.00 C
35 c2607 20250912 2257.0 ... 2255.00 2252.00 C
36 cs2509 20250912 0.0 ... 2487.00 2502.00 CS
37 cs2511 20250912 2475.0 ... 2476.00 2481.00 CS
38 cs2601 20250912 2494.0 ... 2493.00 2498.00 CS
39 cs2603 20250912 2503.0 ... 2502.00 2505.00 CS
40 cs2605 20250912 2583.0 ... 2584.00 2583.00 CS
41 cs2607 20250912 2590.0 ... 2588.00 2588.00 CS
42 eb2509 20250912 0.0 ... 6962.00 6962.00 EB
43 eb2510 20250912 7033.0 ... 7027.00 7083.00 EB
44 eb2511 20250912 7066.0 ... 7040.00 7093.00 EB
45 eb2512 20250912 7077.0 ... 7045.00 7098.00 EB
46 eb2601 20250912 7100.0 ... 7069.00 7119.00 EB
47 eb2602 20250912 7120.0 ... 7093.00 7138.00 EB
48 eb2603 20250912 7152.0 ... 7127.00 7172.00 EB
49 eb2604 20250912 7167.0 ... 7158.00 7195.00 EB
50 eb2605 20250912 7180.0 ... 7177.00 7211.00 EB
51 eb2606 20250912 7163.0 ... 7169.00 7214.00 EB
52 eb2607 20250912 0.0 ... 7185.00 7185.00 EB
53 eb2608 20250912 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250912 0.0 ... 4408.00 4408.00 EG
55 eg2510 20250912 4300.0 ... 4308.00 4326.00 EG
56 eg2511 20250912 4283.0 ... 4270.00 4301.00 EG
57 eg2512 20250912 4285.0 ... 4269.00 4306.00 EG
58 eg2601 20250912 4299.0 ... 4279.00 4306.00 EG
59 eg2602 20250912 4286.0 ... 4286.00 4308.00 EG
60 eg2603 20250912 4290.0 ... 4288.00 4311.00 EG
61 eg2604 20250912 4319.0 ... 4313.00 4337.00 EG
62 eg2605 20250912 4336.0 ... 4326.00 4348.00 EG
63 eg2606 20250912 4328.0 ... 4333.00 4357.00 EG
64 eg2607 20250912 0.0 ... 4358.00 4358.00 EG
65 eg2608 20250912 0.0 ... 4402.00 4402.00 EG
66 fb2509 20250912 0.0 ... 1342.50 1342.50 FB
67 fb2510 20250912 1272.5 ... 1268.50 1272.50 FB
68 fb2511 20250912 1261.0 ... 1261.50 1263.00 FB
69 fb2512 20250912 1256.0 ... 1258.50 1259.00 FB
70 fb2601 20250912 1249.0 ... 1253.50 1250.50 FB
71 fb2602 20250912 1245.0 ... 1247.00 1243.00 FB
72 fb2603 20250912 1249.5 ... 1249.00 1246.50 FB
73 fb2604 20250912 1254.5 ... 1254.50 1250.00 FB
74 fb2605 20250912 0.0 ... 1318.50 1318.50 FB
75 fb2606 20250912 0.0 ... 1330.00 1330.00 FB
76 fb2607 20250912 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250912 0.0 ... 1296.00 1296.00 FB
78 i2509 20250912 800.0 ... 806.00 845.50 I
79 i2510 20250912 815.0 ... 817.50 819.50 I
80 i2511 20250912 808.5 ... 811.00 814.00 I
81 i2512 20250912 803.5 ... 805.50 809.50 I
82 i2601 20250912 797.5 ... 798.50 800.00 I
83 i2602 20250912 791.5 ... 793.50 794.00 I
84 i2603 20250912 786.5 ... 788.00 789.00 I
85 i2604 20250912 783.0 ... 783.50 784.00 I
86 i2605 20250912 774.0 ... 776.50 777.00 I
87 i2606 20250912 769.0 ... 771.00 771.50 I
88 i2607 20250912 763.5 ... 766.50 766.50 I
89 i2608 20250912 760.0 ... 761.50 762.50 I
90 j2509 20250912 1502.0 ... 1500.00 1512.50 J
91 j2510 20250912 1517.0 ... 1521.50 1514.50 J
92 j2511 20250912 1561.5 ... 1550.00 1550.50 J
93 j2512 20250912 1583.5 ... 1595.50 1582.00 J
94 j2601 20250912 1622.0 ... 1614.00 1618.50 J
95 j2602 20250912 1644.0 ... 1637.50 1638.50 J
96 j2603 20250912 0.0 ... 1658.00 1658.00 J
97 j2604 20250912 0.0 ... 1728.00 1728.00 J
98 j2605 20250912 1768.5 ... 1749.50 1748.50 J
99 j2606 20250912 1758.0 ... 1758.00 1750.50 J
100 j2607 20250912 1763.5 ... 1763.50 1763.50 J
101 j2608 20250912 0.0 ... 1763.00 1763.00 J
102 jd2509 20250912 3100.0 ... 3201.00 3083.00 JD
103 jd2510 20250912 3052.0 ... 3038.00 3036.00 JD
104 jd2511 20250912 3044.0 ... 3048.00 3039.00 JD
105 jd2512 20250912 3180.0 ... 3175.00 3170.00 JD
106 jd2601 20250912 3349.0 ... 3352.00 3350.00 JD
107 jd2602 20250912 3111.0 ... 3103.00 3110.00 JD
108 jd2603 20250912 3124.0 ... 3116.00 3124.00 JD
109 jd2604 20250912 3322.0 ... 3298.00 3318.00 JD
110 jd2605 20250912 3465.0 ... 3429.00 3460.00 JD
111 jd2606 20250912 3273.0 ... 3251.00 3269.00 JD
112 jd2607 20250912 3496.0 ... 3482.00 3491.00 JD
113 jd2608 20250912 3920.0 ... 3919.00 3913.00 JD
114 jm2509 20250912 1031.0 ... 958.00 977.50 JM
115 jm2510 20250912 975.0 ... 979.00 966.00 JM
116 jm2511 20250912 1027.0 ... 1031.00 1022.50 JM
117 jm2512 20250912 1083.5 ... 1085.00 1080.50 JM
118 jm2601 20250912 1140.0 ... 1137.50 1134.50 JM
119 jm2602 20250912 1166.0 ... 1164.00 1161.00 JM
120 jm2603 20250912 1188.5 ... 1183.50 1181.00 JM
121 jm2604 20250912 1206.0 ... 1202.50 1202.50 JM
122 jm2605 20250912 1227.0 ... 1220.50 1220.50 JM
123 jm2606 20250912 1236.0 ... 1235.00 1238.00 JM
124 jm2607 20250912 1247.0 ... 1246.00 1249.50 JM
125 jm2608 20250912 1257.5 ... 1255.00 1260.00 JM
126 l2509 20250912 7080.0 ... 7195.00 7135.00 L
127 l2510 20250912 7168.0 ... 7138.00 7194.00 L
128 l2511 20250912 7182.0 ... 7157.00 7206.00 L
129 l2512 20250912 7193.0 ... 7168.00 7213.00 L
130 l2601 20250912 7200.0 ... 7174.00 7216.00 L
131 l2602 20250912 7198.0 ... 7165.00 7210.00 L
132 l2603 20250912 7179.0 ... 7166.00 7227.00 L
133 l2604 20250912 7205.0 ... 7200.00 7237.00 L
134 l2605 20250912 7207.0 ... 7185.00 7225.00 L
135 l2606 20250912 0.0 ... 7228.00 7228.00 L
136 l2607 20250912 7205.0 ... 7202.00 7236.00 L
137 l2608 20250912 7226.0 ... 7221.00 7254.00 L
138 lg2509 20250912 760.5 ... 764.00 770.00 LG
139 lg2511 20250912 803.0 ... 800.00 804.50 LG
140 lg2601 20250912 819.0 ... 813.50 818.50 LG
141 lg2603 20250912 823.0 ... 820.00 824.50 LG
142 lg2605 20250912 829.0 ... 826.50 829.50 LG
143 lg2607 20250912 830.0 ... 829.00 832.50 LG
144 lh2509 20250912 0.0 ... 13090.00 13090.00 LH
145 lh2511 20250912 13320.0 ... 13310.00 13315.00 LH
146 lh2601 20250912 13750.0 ... 13725.00 13735.00 LH
147 lh2603 20250912 13000.0 ... 13030.00 13010.00 LH
148 lh2605 20250912 13535.0 ... 13555.00 13520.00 LH
149 lh2607 20250912 14295.0 ... 14310.00 14310.00 LH
150 m2509 20250912 0.0 ... 3023.00 3031.00 M
151 m2511 20250912 3062.0 ... 3057.00 3040.00 M
152 m2512 20250912 3104.0 ... 3102.00 3090.00 M
153 m2601 20250912 3090.0 ... 3087.00 3075.00 M
154 m2603 20250912 3011.0 ... 3010.00 2997.00 M
155 m2605 20250912 2810.0 ... 2815.00 2802.00 M
156 m2607 20250912 2790.0 ... 2792.00 2783.00 M
157 m2608 20250912 2916.0 ... 2916.00 2908.00 M
158 p2509 20250912 0.0 ... 9384.00 9446.00 P
159 p2510 20250912 9230.0 ... 9270.00 9222.00 P
160 p2511 20250912 9252.0 ... 9298.00 9236.00 P
161 p2512 20250912 9280.0 ... 9318.00 9264.00 P
162 p2601 20250912 9316.0 ... 9342.00 9274.00 P
163 p2602 20250912 9272.0 ... 9288.00 9222.00 P
164 p2603 20250912 9234.0 ... 9262.00 9212.00 P
165 p2604 20250912 9198.0 ... 9204.00 9156.00 P
166 p2605 20250912 9102.0 ... 9106.00 9062.00 P
167 p2606 20250912 9024.0 ... 9030.00 8968.00 P
168 p2607 20250912 8928.0 ... 8932.00 8868.00 P
169 p2608 20250912 8862.0 ... 8872.00 8800.00 P
170 pg2509 20250912 3750.0 ... 3750.00 3780.00 PG
171 pg2510 20250912 4454.0 ... 4446.00 4453.00 PG
172 pg2511 20250912 4410.0 ... 4401.00 4410.00 PG
173 pg2512 20250912 4350.0 ... 4340.00 4352.00 PG
174 pg2601 20250912 4287.0 ... 4278.00 4289.00 PG
175 pg2602 20250912 4219.0 ... 4211.00 4219.00 PG
176 pg2603 20250912 4112.0 ... 4122.00 4132.00 PG
177 pg2604 20250912 0.0 ... 4467.00 4467.00 PG
178 pg2605 20250912 4381.0 ... 4383.00 4389.00 PG
179 pg2606 20250912 0.0 ... 4305.00 4305.00 PG
180 pg2607 20250912 0.0 ... 4251.00 4251.00 PG
181 pg2608 20250912 0.0 ... 4187.00 4187.00 PG
182 pp2509 20250912 6796.0 ... 6855.00 6828.00 PP
183 pp2510 20250912 6833.0 ... 6818.00 6852.00 PP
184 pp2511 20250912 6875.0 ... 6852.00 6886.00 PP
185 pp2512 20250912 6901.0 ... 6884.00 6919.00 PP
186 pp2601 20250912 6931.0 ... 6910.00 6943.00 PP
187 pp2602 20250912 6916.0 ... 6891.00 6926.00 PP
188 pp2603 20250912 6886.0 ... 6880.00 6912.00 PP
189 pp2604 20250912 6916.0 ... 6908.00 6937.00 PP
190 pp2605 20250912 6949.0 ... 6932.00 6966.00 PP
191 pp2606 20250912 6914.0 ... 6903.00 6943.00 PP
192 pp2607 20250912 6890.0 ... 6887.00 6915.00 PP
193 pp2608 20250912 6900.0 ... 6892.00 6917.00 PP
194 rr2509 20250912 0.0 ... 3617.00 3620.00 RR
195 rr2510 20250912 3585.0 ... 3591.00 3596.00 RR
196 rr2511 20250912 3595.0 ... 3599.00 3603.00 RR
197 rr2512 20250912 3604.0 ... 3602.00 3605.00 RR
198 rr2601 20250912 3615.0 ... 3614.00 3615.00 RR
199 rr2602 20250912 3601.0 ... 3601.00 3605.00 RR
200 rr2603 20250912 3608.0 ... 3608.00 3607.00 RR
201 rr2604 20250912 0.0 ... 3617.00 3617.00 RR
202 rr2605 20250912 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250912 0.0 ... 3604.00 3604.00 RR
204 rr2607 20250912 0.0 ... 3625.00 3625.00 RR
205 rr2608 20250912 0.0 ... 3614.00 3614.00 RR
206 v2509 20250912 4718.0 ... 4720.00 4708.00 V
207 v2510 20250912 4785.0 ... 4763.00 4757.00 V
208 v2511 20250912 4807.0 ... 4794.00 4788.00 V
209 v2512 20250912 4848.0 ... 4829.00 4830.00 V
210 v2601 20250912 4886.0 ... 4871.00 4864.00 V
211 v2602 20250912 4921.0 ... 4914.00 4904.00 V
212 v2603 20250912 4953.0 ... 4950.00 4930.00 V
213 v2604 20250912 5132.0 ... 5135.00 5126.00 V
214 v2605 20250912 5170.0 ... 5172.00 5166.00 V
215 v2606 20250912 5194.0 ... 5196.00 5197.00 V
216 v2607 20250912 5245.0 ... 5236.00 5222.00 V
217 v2608 20250912 5268.0 ... 5265.00 5266.00 V
218 y2509 20250912 0.0 ... 8398.00 8268.00 Y
219 y2511 20250912 8370.0 ... 8368.00 8326.00 Y
220 y2512 20250912 8378.0 ... 8386.00 8338.00 Y
221 y2601 20250912 8340.0 ... 8336.00 8292.00 Y
222 y2603 20250912 8248.0 ... 8252.00 8214.00 Y
223 y2605 20250912 8010.0 ... 8030.00 7986.00 Y
224 y2607 20250912 7992.0 ... 8000.00 7948.00 Y
225 y2608 20250912 8002.0 ... 7984.00 7948.00 Y
[226 rows x 12 columns]
2025-09-22 16:25:35,597 - future_1d - INFO - ak.get_dce_daily('2025-09-12') done
2025-09-22 16:25:44,924 - future_1d - INFO - save future_daily 2025-09-12 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250915 7158.200 ... 7125.800 7152.400 IC
1 IC2510 20250915 7111.000 ... 7062.800 7100.000 IC
2 IC2512 20250915 7030.200 ... 6951.400 7000.400 IC
3 IC2603 20250915 6873.000 ... 6791.200 6849.400 IC
4 IF2509 20250915 4533.000 ... 4528.000 4525.800 IF
5 IF2510 20250915 4529.800 ... 4518.800 4517.600 IF
6 IF2512 20250915 4506.800 ... 4496.400 4499.200 IF
7 IF2603 20250915 4489.400 ... 4470.800 4478.800 IF
8 IH2509 20250915 2972.000 ... 2961.200 2969.800 IH
9 IH2510 20250915 2974.000 ... 2960.800 2969.800 IH
10 IH2512 20250915 2978.000 ... 2962.400 2971.200 IH
11 IH2603 20250915 2978.400 ... 2964.200 2974.000 IH
12 IM2509 20250915 7420.000 ... 7386.400 7400.800 IM
13 IM2510 20250915 7366.600 ... 7317.000 7333.600 IM
14 IM2512 20250915 7184.600 ... 7161.400 7186.400 IM
15 IM2603 20250915 6995.000 ... 6951.200 6985.200 IM
16 T2512 20250915 107.690 ... 107.840 107.680 T
17 T2603 20250915 107.410 ... 107.525 107.385 T
18 T2606 20250915 107.210 ... 107.345 107.385 T
19 TF2512 20250915 105.580 ... 105.660 105.580 TF
20 TF2603 20250915 105.505 ... 105.540 105.470 TF
21 TF2606 20250915 105.465 ... 105.435 105.470 TF
22 TL2512 20250915 115.260 ... 115.480 115.160 TL
23 TL2603 20250915 114.960 ... 115.180 114.850 TL
24 TL2606 20250915 114.910 ... 115.100 114.850 TL
25 TS2512 20250915 102.366 ... 102.368 102.364 TS
26 TS2603 20250915 102.304 ... 102.312 102.294 TS
27 TS2606 20250915 102.260 ... 102.280 102.294 TS
[28 rows x 12 columns]
2025-09-22 16:25:51,774 - future_1d - INFO - ak.get_cffex_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 SC2510 20250915 486.6 ... 488 479.2 SC
1 SC2511 20250915 488.5 ... 488.5 480.5 SC
2 SC2512 20250915 488 ... 487.6 479.5 SC
3 SC2601 20250915 487.3 ... 487.5 479 SC
4 SC2602 20250915 486.6 ... 487 478.4 SC
5 SC2603 20250915 486.4 ... 486.6 477.8 SC
6 SC2604 20250915 486.1 ... 485.9 477.4 SC
7 SC2605 20250915 485.1 ... 485.9 477.3 SC
8 SC2606 20250915 485.8 ... 485.8 476.6 SC
9 SC2607 20250915 485 ... 486.1 475.9 SC
10 SC2608 20250915 483.3 ... 482.4 474.7 SC
11 SC2609 20250915 483.6 ... 481.8 473 SC
12 SC2612 20250915 ... 475.4 472.6 SC
13 SC2703 20250915 ... 474.6 469.2 SC
14 SC2706 20250915 ... 474.7 470 SC
15 SC2709 20250915 ... 473.2 470 SC
16 SC2712 20250915 ... 472.1 466.6 SC
17 SC2803 20250915 471.1 ... 471.1 468.2 SC
18 SC2806 20250915 466.7 ... 466.7 462.8 SC
19 SC2809 20250915 469 ... 469 462 SC
21 LU2510 20250915 3305 ... 3332 3261 LU
22 LU2511 20250915 3365 ... 3353 3288 LU
23 LU2512 20250915 3350 ... 3346 3276 LU
24 LU2601 20250915 3311 ... 3343 3285 LU
25 LU2602 20250915 3299 ... 3333 3283 LU
26 LU2603 20250915 3324 ... 3328 3276 LU
27 LU2604 20250915 3320 ... 3323 3257 LU
28 LU2605 20250915 3317 ... 3318 3274 LU
29 LU2606 20250915 3313 ... 3317 3271 LU
30 LU2607 20250915 3281 ... 3312 3265 LU
31 LU2608 20250915 3320 ... 3320 3261 LU
32 LU2609 20250915 3265 ... 3308 3260 LU
34 NR2509 20250915 ... 12645 12645 NR
35 NR2510 20250915 12540 ... 12555 12495 NR
36 NR2511 20250915 12600 ... 12595 12545 NR
37 NR2512 20250915 12650 ... 12645 12590 NR
38 NR2601 20250915 12665 ... 12665 12615 NR
39 NR2602 20250915 12690 ... 12700 12645 NR
40 NR2603 20250915 12700 ... 12690 12630 NR
41 NR2604 20250915 12690 ... 12710 12675 NR
42 NR2605 20250915 12615 ... 12740 12695 NR
43 NR2606 20250915 ... 12635 12580 NR
44 NR2607 20250915 ... 12650 12640 NR
45 NR2608 20250915 ... 12685 12685 NR
47 BC2509 20250915 ... 70500 70500 BC
48 BC2510 20250915 71750 ... 71780 71640 BC
49 BC2511 20250915 71920 ... 71830 71660 BC
50 BC2512 20250915 71680 ... 71910 71670 BC
51 BC2601 20250915 ... 72000 72000 BC
52 BC2602 20250915 ... 71650 71650 BC
53 BC2603 20250915 ... 72000 72000 BC
54 BC2604 20250915 ... 71550 71500 BC
55 BC2605 20250915 ... 71550 71350 BC
56 BC2606 20250915 ... 71500 71450 BC
57 BC2607 20250915 ... 71560 71560 BC
58 BC2608 20250915 ... 71550 71550 BC
60 EC2510 20250915 1150 ... 1170.9 1181.6 EC
61 EC2512 20250915 1605 ... 1640.3 1594.5 EC
62 EC2602 20250915 1496.9 ... 1521 1490.3 EC
63 EC2604 20250915 1240.3 ... 1250.1 1235.6 EC
64 EC2606 20250915 1403.6 ... 1425.3 1412.9 EC
65 EC2608 20250915 1583.2 ... 1596.5 1580.3 EC
68 SC_TAS2510 20250915 ... SC_TAS
69 SC_TAS2511 20250915 ... SC_TAS
70 SC_TAS2512 20250915 ... SC_TAS
71 SC_TAS2601 20250915 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 16:25:51,845 - future_1d - INFO - ak.get_ine_daily('2025-09-15') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250915 ... 80870 80710 CU
1 1 CU2510 20250915 ... 80830 80660 CU
2 2 CU2511 20250915 ... 80830 80650 CU
3 3 CU2512 20250915 ... 80810 80640 CU
4 4 CU2601 20250915 ... 80800 80610 CU
5 5 CU2602 20250915 ... 80770 80580 CU
6 6 CU2603 20250915 ... 80760 80660 CU
7 7 CU2604 20250915 ... 80810 80600 CU
8 8 CU2605 20250915 ... 80830 80640 CU
9 9 CU2606 20250915 ... 80810 80740 CU
10 10 CU2607 20250915 ... 80760 80620 CU
11 11 CU2608 20250915 ... 80850 80650 CU
12 12 BC2509 20250915 ... 70500 70500 BC
13 13 BC2510 20250915 ... 71780 71640 BC
14 14 BC2511 20250915 ... 71830 71660 BC
15 15 BC2512 20250915 ... 71910 71670 BC
16 16 BC2601 20250915 ... 72000 72000 BC
17 17 BC2602 20250915 ... 71650 71650 BC
18 18 BC2603 20250915 ... 72000 72000 BC
19 19 BC2604 20250915 ... 71550 71500 BC
20 20 BC2605 20250915 ... 71550 71350 BC
21 21 BC2606 20250915 ... 71500 71450 BC
22 22 BC2607 20250915 ... 71560 71560 BC
23 23 BC2608 20250915 ... 71550 71550 BC
24 24 AL2509 20250915 ... 21000 21040 AL
25 25 AL2510 20250915 ... 21045 21030 AL
26 26 AL2511 20250915 ... 21045 21020 AL
27 27 AL2512 20250915 ... 21015 20975 AL
28 28 AL2601 20250915 ... 20985 20935 AL
29 29 AL2602 20250915 ... 20970 20925 AL
30 30 AL2603 20250915 ... 20980 20925 AL
31 31 AL2604 20250915 ... 21000 20940 AL
32 32 AL2605 20250915 ... 21005 20980 AL
33 33 AL2606 20250915 ... 21015 20975 AL
34 34 AL2607 20250915 ... 20990 20970 AL
35 35 AL2608 20250915 ... 20985 20965 AL
36 36 ZN2509 20250915 ... 22240 22240 ZN
37 37 ZN2510 20250915 ... 22305 22280 ZN
38 38 ZN2511 20250915 ... 22320 22295 ZN
39 39 ZN2512 20250915 ... 22335 22310 ZN
40 40 ZN2601 20250915 ... 22345 22335 ZN
41 41 ZN2602 20250915 ... 22360 22340 ZN
42 42 ZN2603 20250915 ... 22375 22345 ZN
43 43 ZN2604 20250915 ... 22400 22375 ZN
44 44 ZN2605 20250915 ... 22405 22400 ZN
45 45 ZN2606 20250915 ... 22420 22410 ZN
46 46 ZN2607 20250915 ... 22420 22370 ZN
47 47 ZN2608 20250915 ... 22440 22390 ZN
48 48 PB2509 20250915 ... 17170 16860 PB
49 49 PB2510 20250915 ... 17120 16965 PB
50 50 PB2511 20250915 ... 17140 16985 PB
51 51 PB2512 20250915 ... 17155 16975 PB
52 52 PB2601 20250915 ... 17155 16965 PB
53 53 PB2602 20250915 ... 17180 17045 PB
54 54 PB2603 20250915 ... 17190 16945 PB
55 55 PB2604 20250915 ... 17205 17065 PB
56 56 PB2605 20250915 ... 17175 17175 PB
57 57 PB2606 20250915 ... 17105 16935 PB
58 58 PB2607 20250915 ... 17155 17005 PB
59 59 PB2608 20250915 ... 17210 17135 PB
60 60 NI2509 20250915 ... 123340 121270 NI
61 61 NI2510 20250915 ... 122170 121190 NI
62 62 NI2511 20250915 ... 122380 121470 NI
63 63 NI2512 20250915 ... 122580 121560 NI
64 64 NI2601 20250915 ... 122810 121840 NI
65 65 NI2602 20250915 ... 122970 122140 NI
66 66 NI2603 20250915 ... 123430 122210 NI
67 67 NI2604 20250915 ... 123800 122290 NI
68 68 NI2605 20250915 ... 123750 122460 NI
69 69 NI2606 20250915 ... 123960 122790 NI
70 70 NI2607 20250915 ... 124160 122790 NI
71 71 NI2608 20250915 ... 124390 123400 NI
72 72 SN2509 20250915 ... 273540 273970 SN
73 73 SN2510 20250915 ... 273890 272850 SN
74 74 SN2511 20250915 ... 273950 273260 SN
75 75 SN2512 20250915 ... 273810 273380 SN
76 76 SN2601 20250915 ... 274030 273380 SN
77 77 SN2602 20250915 ... 273700 273590 SN
78 78 SN2603 20250915 ... 274260 273110 SN
79 79 SN2604 20250915 ... 274510 273390 SN
80 80 SN2605 20250915 ... 274580 273940 SN
81 81 SN2606 20250915 ... 274940 274310 SN
82 82 SN2607 20250915 ... 275260 273480 SN
83 83 SN2608 20250915 ... 275630 274950 SN
84 84 AO2509 20250915 ... 2875 2875 AO
85 85 AO2510 20250915 ... 2907 2904 AO
86 86 AO2511 20250915 ... 2910 2908 AO
87 87 AO2512 20250915 ... 2918 2917 AO
88 88 AO2601 20250915 ... 2926 2922 AO
89 89 AO2602 20250915 ... 2935 2928 AO
90 90 AO2603 20250915 ... 3002 2995 AO
91 91 AO2604 20250915 ... 3009 3004 AO
92 92 AO2605 20250915 ... 3015 3010 AO
93 93 AO2606 20250915 ... 3021 3019 AO
94 94 AO2607 20250915 ... 3031 3035 AO
95 95 AO2608 20250915 ... 3035 3040 AO
96 96 AD2511 20250915 ... 20580 20570 AD
97 97 AD2512 20250915 ... 20600 20580 AD
98 98 AD2601 20250915 ... 20630 20570 AD
99 99 AD2602 20250915 ... 20620 20545 AD
100 100 AD2603 20250915 ... 20475 20475 AD
101 101 AD2604 20250915 ... 20485 20490 AD
102 102 AD2605 20250915 ... 20520 20455 AD
103 103 AD2606 20250915 ... 20455 20155 AD
104 104 AD2607 20250915 ... 20445 20425 AD
105 105 AD2608 20250915 ... 20515 20515 AD
106 106 AU2509 20250915 ... 820.82 832.5 AU
107 107 AU2510 20250915 ... 832.56 830.74 AU
108 108 AU2511 20250915 ... 833.64 832.94 AU
109 109 AU2512 20250915 ... 834.9 833.42 AU
110 110 AU2602 20250915 ... 837.12 835.4 AU
111 111 AU2604 20250915 ... 839.42 837.78 AU
112 112 AU2606 20250915 ... 841.46 840.26 AU
113 113 AU2608 20250915 ... 844.46 842.2 AU
114 114 AG2509 20250915 ... 9956 9865 AG
115 115 AG2510 20250915 ... 10028 9930 AG
116 116 AG2511 20250915 ... 10038 9944 AG
117 117 AG2512 20250915 ... 10052 9963 AG
118 118 AG2601 20250915 ... 10064 9965 AG
119 119 AG2602 20250915 ... 10075 9975 AG
120 120 AG2603 20250915 ... 10083 10002 AG
121 121 AG2604 20250915 ... 10097 10007 AG
122 122 AG2605 20250915 ... 10115 10035 AG
123 123 AG2606 20250915 ... 10126 10038 AG
124 124 AG2607 20250915 ... 10144 10051 AG
125 125 AG2608 20250915 ... 10159 10068 AG
126 126 RB2509 20250915 ... 2941 2941 RB
127 127 RB2510 20250915 ... 3037 3017 RB
128 128 RB2511 20250915 ... 3055 3035 RB
129 129 RB2512 20250915 ... 3102 3089 RB
130 130 RB2601 20250915 ... 3127 3107 RB
131 131 RB2602 20250915 ... 3135 3112 RB
132 132 RB2603 20250915 ... 3157 3122 RB
133 133 RB2604 20250915 ... 3171 3148 RB
134 134 RB2605 20250915 ... 3192 3163 RB
135 135 RB2606 20250915 ... 3207 3180 RB
136 136 RB2607 20250915 ... 3227 3200 RB
137 137 RB2608 20250915 ... 3235 3207 RB
138 138 WR2509 20250915 ... 3342 3342 WR
139 139 WR2510 20250915 ... 3289 3276 WR
140 140 WR2511 20250915 ... 3302 3302 WR
141 141 WR2512 20250915 ... 3324 3324 WR
142 142 WR2601 20250915 ... 3350 3366 WR
143 143 WR2602 20250915 ... 3358 3358 WR
144 144 WR2603 20250915 ... 3338 3338 WR
145 145 WR2604 20250915 ... 3389 3389 WR
146 146 WR2605 20250915 ... 3414 3414 WR
147 147 WR2606 20250915 ... 3372 3372 WR
148 148 WR2607 20250915 ... 3390 3390 WR
149 149 WR2608 20250915 ... 3399 3399 WR
150 150 HC2509 20250915 ... 3396 3396 HC
151 151 HC2510 20250915 ... 3393 3374 HC
152 152 HC2511 20250915 ... 3379 3361 HC
153 153 HC2512 20250915 ... 3372 3360 HC
154 154 HC2601 20250915 ... 3360 3341 HC
155 155 HC2602 20250915 ... 3362 3338 HC
156 156 HC2603 20250915 ... 3363 3343 HC
157 157 HC2604 20250915 ... 3365 3346 HC
158 158 HC2605 20250915 ... 3364 3345 HC
159 159 HC2606 20250915 ... 3369 3341 HC
160 160 HC2607 20250915 ... 3371 3356 HC
161 161 HC2608 20250915 ... 3377 3351 HC
162 162 SS2509 20250915 ... 12800 12800 SS
163 163 SS2510 20250915 ... 12915 12830 SS
164 164 SS2511 20250915 ... 13005 12915 SS
165 165 SS2512 20250915 ... 13045 12955 SS
166 166 SS2601 20250915 ... 13115 13010 SS
167 167 SS2602 20250915 ... 13130 13015 SS
168 168 SS2603 20250915 ... 13205 13130 SS
169 169 SS2604 20250915 ... 13235 13140 SS
170 170 SS2605 20250915 ... 13365 13290 SS
171 171 SS2606 20250915 ... 13425 13305 SS
172 172 SS2607 20250915 ... 13505 13370 SS
173 173 SS2608 20250915 ... 13515 13430 SS
174 174 SC2510 20250915 ... 488 479.2 SC
175 175 SC2511 20250915 ... 488.5 480.5 SC
176 176 SC2512 20250915 ... 487.6 479.5 SC
177 177 SC2601 20250915 ... 487.5 479 SC
178 178 SC2602 20250915 ... 487 478.4 SC
179 179 SC2603 20250915 ... 486.6 477.8 SC
180 180 SC2604 20250915 ... 485.9 477.4 SC
181 181 SC2605 20250915 ... 485.9 477.3 SC
182 182 SC2606 20250915 ... 485.8 476.6 SC
183 183 SC2607 20250915 ... 486.1 475.9 SC
184 184 SC2608 20250915 ... 482.4 474.7 SC
185 185 SC2609 20250915 ... 481.8 473 SC
186 186 SC2612 20250915 ... 475.4 472.6 SC
187 187 SC2703 20250915 ... 474.6 469.2 SC
188 188 SC2706 20250915 ... 474.7 470 SC
189 189 SC2709 20250915 ... 473.2 470 SC
190 190 SC2712 20250915 ... 472.1 466.6 SC
191 191 SC2803 20250915 ... 471.1 468.2 SC
192 192 SC2806 20250915 ... 466.7 462.8 SC
193 193 SC2809 20250915 ... 469 462 SC
194 194 LU2510 20250915 ... 3332 3261 LU
195 195 LU2511 20250915 ... 3353 3288 LU
196 196 LU2512 20250915 ... 3346 3276 LU
197 197 LU2601 20250915 ... 3343 3285 LU
198 198 LU2602 20250915 ... 3333 3283 LU
199 199 LU2603 20250915 ... 3328 3276 LU
200 200 LU2604 20250915 ... 3323 3257 LU
201 201 LU2605 20250915 ... 3318 3274 LU
202 202 LU2606 20250915 ... 3317 3271 LU
203 203 LU2607 20250915 ... 3312 3265 LU
204 204 LU2608 20250915 ... 3320 3261 LU
205 205 LU2609 20250915 ... 3308 3260 LU
206 206 FU2510 20250915 ... 2820 2776 FU
207 207 FU2511 20250915 ... 2818 2768 FU
208 208 FU2512 20250915 ... 2801 2745 FU
209 209 FU2601 20250915 ... 2787 2733 FU
210 210 FU2602 20250915 ... 2777 2718 FU
211 211 FU2603 20250915 ... 2764 2714 FU
212 212 FU2604 20250915 ... 2755 2712 FU
213 213 FU2605 20250915 ... 2744 2698 FU
214 214 FU2606 20250915 ... 2736 2694 FU
215 215 FU2607 20250915 ... 2722 2687 FU
216 216 FU2608 20250915 ... 2717 2681 FU
217 217 FU2609 20250915 ... 2695 2664 FU
218 218 BU2509 20250915 ... 3306 3423 BU
219 219 BU2510 20250915 ... 3416 3421 BU
220 220 BU2511 20250915 ... 3398 3403 BU
221 221 BU2512 20250915 ... 3363 3359 BU
222 222 BU2601 20250915 ... 3344 3338 BU
223 223 BU2602 20250915 ... 3343 3336 BU
224 224 BU2603 20250915 ... 3347 3340 BU
225 225 BU2604 20250915 ... 3338 3308 BU
226 226 BU2605 20250915 ... 3344 3334 BU
227 227 BU2606 20250915 ... 3344 3329 BU
228 228 BU2607 20250915 ... 3339 3339 BU
229 229 BU2608 20250915 ... 3321 3320 BU
230 230 BU2609 20250915 ... 3331 3322 BU
231 231 BU2612 20250915 ... 3296 3281 BU
232 232 BU2703 20250915 ... 3307 3289 BU
233 233 BU2706 20250915 ... 3308 3292 BU
234 234 BR2509 20250915 ... 11675 11675 BR
235 235 BR2510 20250915 ... 11630 11575 BR
236 236 BR2511 20250915 ... 11590 11545 BR
237 237 BR2512 20250915 ... 11595 11525 BR
238 238 BR2601 20250915 ... 11600 11540 BR
239 239 BR2602 20250915 ... 11570 11685 BR
240 240 BR2603 20250915 ... 11585 11570 BR
241 241 BR2604 20250915 ... 11690 11615 BR
242 242 BR2605 20250915 ... 11675 11640 BR
243 243 BR2606 20250915 ... 11725 11715 BR
244 244 BR2607 20250915 ... 11845 11715 BR
245 245 BR2608 20250915 ... 11770 11705 BR
246 246 RU2509 20250915 ... 14940 14835 RU
247 247 RU2510 20250915 ... 14980 14910 RU
248 248 RU2511 20250915 ... 14935 14880 RU
249 249 RU2601 20250915 ... 15870 15810 RU
250 250 RU2603 20250915 ... 15905 15790 RU
251 251 RU2604 20250915 ... 15840 15770 RU
252 252 RU2605 20250915 ... 15845 15835 RU
253 253 RU2606 20250915 ... 15865 15925 RU
254 254 RU2607 20250915 ... 15870 15865 RU
255 255 RU2608 20250915 ... 16065 15970 RU
256 256 NR2509 20250915 ... 12645 12645 NR
257 257 NR2510 20250915 ... 12555 12495 NR
258 258 NR2511 20250915 ... 12595 12545 NR
259 259 NR2512 20250915 ... 12645 12590 NR
260 260 NR2601 20250915 ... 12665 12615 NR
261 261 NR2602 20250915 ... 12700 12645 NR
262 262 NR2603 20250915 ... 12690 12630 NR
263 263 NR2604 20250915 ... 12710 12675 NR
264 264 NR2605 20250915 ... 12740 12695 NR
265 265 NR2606 20250915 ... 12635 12580 NR
266 266 NR2607 20250915 ... 12650 12640 NR
267 267 NR2608 20250915 ... 12685 12685 NR
268 268 SP2509 20250915 ... 4952 4926 SP
269 269 SP2510 20250915 ... 4992 4964 SP
270 270 SP2511 20250915 ... 5024 4988 SP
271 271 SP2512 20250915 ... 5042 5004 SP
272 272 SP2601 20250915 ... 5308 5276 SP
273 273 SP2602 20250915 ... 5286 5262 SP
274 274 SP2603 20250915 ... 5300 5272 SP
275 275 SP2604 20250915 ... 5316 5278 SP
276 276 SP2605 20250915 ... 5314 5290 SP
277 277 SP2606 20250915 ... 5322 5290 SP
278 278 SP2607 20250915 ... 5332 5294 SP
279 279 SP2608 20250915 ... 5330 5296 SP
280 280 OP2601 20250915 ... 4214 4220 OP
281 281 OP2602 20250915 ... 4214 4202 OP
282 282 OP2603 20250915 ... 4226 4228 OP
283 283 OP2604 20250915 ... 4250 4250 OP
284 284 OP2605 20250915 ... 4222 4248 OP
285 285 OP2606 20250915 ... 4216 4222 OP
286 286 OP2607 20250915 ... 4240 4256 OP
287 287 OP2608 20250915 ... 4256 4250 OP
288 288 EC2510 20250915 ... 1170.9 1181.6 EC
289 289 EC2512 20250915 ... 1640.3 1594.5 EC
290 290 EC2602 20250915 ... 1521 1490.3 EC
291 291 EC2604 20250915 ... 1250.1 1235.6 EC
292 292 EC2606 20250915 ... 1425.3 1412.9 EC
293 293 EC2608 20250915 ... 1596.5 1580.3 EC
294 294 SC_TAS2510 20250915 ... SC_TAS
295 295 SC_TAS2511 20250915 ... SC_TAS
296 296 SC_TAS2512 20250915 ... SC_TAS
297 297 SC_TAS2601 20250915 ... SC_TAS
[298 rows x 13 columns]
2025-09-22 16:25:51,946 - future_1d - INFO - ak.get_shfe_daily('2025-09-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250915 8395.0 8456.0 ... 101669.16 8404.0 8382.0 AP
1 AP511 20250915 8233.0 8263.0 ... 5346.45 8213.0 8199.0 AP
2 AP512 20250915 8273.0 8285.0 ... 806.68 8231.0 8218.0 AP
3 AP601 20250915 8325.0 8363.0 ... 594291.79 8310.0 8287.0 AP
4 AP603 20250915 8231.0 8238.0 ... 345.22 8220.0 8186.0 AP
5 AP604 20250915 8233.0 8243.0 ... 369.68 8215.0 8206.0 AP
6 AP605 20250915 8288.0 8310.0 ... 5216.00 8266.0 8269.0 AP
7 CF511 20250915 13725.0 13790.0 ... 254178.51 13740.0 13675.0 CF
8 CF601 20250915 13865.0 13930.0 ... 1542409.58 13885.0 13830.0 CF
9 CF603 20250915 13825.0 13895.0 ... 2035.05 13845.0 13795.0 CF
10 CF605 20250915 13830.0 13895.0 ... 134633.97 13850.0 13795.0 CF
11 CF607 20250915 13860.0 13900.0 ... 1899.77 13865.0 13825.0 CF
12 CF609 20250915 13995.0 13995.0 ... 90.85 13975.0 13825.0 CF
13 CJ512 20250915 11045.0 11065.0 ... 6958.04 10865.0 11125.0 CJ
14 CJ601 20250915 11130.0 11130.0 ... 1072454.11 10905.0 11190.0 CJ
15 CJ603 20250915 11170.0 11170.0 ... 17649.24 10960.0 11230.0 CJ
16 CJ605 20250915 11280.0 11280.0 ... 173292.86 11040.0 11320.0 CJ
17 CJ607 20250915 11375.0 11385.0 ... 3275.31 11180.0 11450.0 CJ
18 CJ609 20250915 11545.0 11545.0 ... 358.57 11385.0 11450.0 CJ
19 CY510 20250915 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250915 19855.0 19940.0 ... 114884.12 19890.0 19855.0 CY
21 CY512 20250915 0.0 0.0 ... 0.00 19635.0 19635.0 CY
22 CY601 20250915 19955.0 19955.0 ... 1423.50 19910.0 19860.0 CY
23 CY602 20250915 20090.0 20090.0 ... 10.05 20090.0 19995.0 CY
24 CY603 20250915 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250915 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250915 0.0 0.0 ... 0.00 20065.0 20055.0 CY
27 CY606 20250915 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250915 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250915 0.0 0.0 ... 0.00 20100.0 20160.0 CY
30 CY609 20250915 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG510 20250915 1069.0 1098.0 ... 37229.74 1084.0 1080.0 FG
32 FG511 20250915 1081.0 1108.0 ... 198245.21 1092.0 1080.0 FG
33 FG512 20250915 1186.0 1216.0 ... 99759.94 1197.0 1181.0 FG
34 FG601 20250915 1178.0 1214.0 ... 4939549.26 1193.0 1175.0 FG
35 FG602 20250915 1231.0 1264.0 ... 41236.83 1239.0 1226.0 FG
36 FG603 20250915 1236.0 1267.0 ... 2050.87 1247.0 1228.0 FG
37 FG604 20250915 1287.0 1317.0 ... 538.30 1300.0 1279.0 FG
38 FG605 20250915 1280.0 1317.0 ... 130486.35 1296.0 1275.0 FG
39 FG606 20250915 1309.0 1345.0 ... 1286.24 1329.0 1309.0 FG
40 FG607 20250915 1308.0 1338.0 ... 1710.36 1324.0 1299.0 FG
41 FG608 20250915 1343.0 1363.0 ... 1389.69 1349.0 1329.0 FG
42 FG609 20250915 1309.0 1358.0 ... 2113.57 1341.0 1329.0 FG
43 JR511 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250915 2289.0 2305.0 ... 13355.35 2290.0 2281.0 MA
52 MA511 20250915 2323.0 2338.0 ... 98265.26 2318.0 2313.0 MA
53 MA512 20250915 2364.0 2380.0 ... 71639.91 2357.0 2354.0 MA
54 MA601 20250915 2385.0 2405.0 ... 1188647.22 2386.0 2378.0 MA
55 MA602 20250915 2405.0 2416.0 ... 54150.44 2394.0 2394.0 MA
56 MA603 20250915 2407.0 2423.0 ... 320.68 2411.0 2402.0 MA
57 MA604 20250915 2401.0 2401.0 ... 4.80 2401.0 2403.0 MA
58 MA605 20250915 2390.0 2410.0 ... 89005.19 2394.0 2386.0 MA
59 MA606 20250915 2417.0 2417.0 ... 2.42 2417.0 2394.0 MA
60 MA607 20250915 2393.0 2400.0 ... 88.28 2386.0 2376.0 MA
61 MA608 20250915 2386.0 2387.0 ... 28.58 2381.0 2380.0 MA
62 MA609 20250915 2376.0 2382.0 ... 289.26 2371.0 2380.0 MA
63 OI511 20250915 10063.0 10091.0 ... 396029.62 10049.0 10090.0 OI
64 OI601 20250915 9883.0 9914.0 ... 2218323.28 9877.0 9904.0 OI
65 OI603 20250915 9698.0 9723.0 ... 2608.61 9697.0 9700.0 OI
66 OI605 20250915 9512.0 9555.0 ... 75130.21 9517.0 9523.0 OI
67 OI607 20250915 9469.0 9504.0 ... 398.06 9478.0 9481.0 OI
68 OI609 20250915 9483.0 9485.0 ... 255.31 9456.0 9481.0 OI
69 PF510 20250915 6354.0 6402.0 ... 20160.15 6366.0 6330.0 PF
70 PF511 20250915 6358.0 6398.0 ... 702762.08 6362.0 6324.0 PF
71 PF512 20250915 6348.0 6376.0 ... 450357.59 6340.0 6308.0 PF
72 PF601 20250915 6378.0 6410.0 ... 28751.09 6382.0 6350.0 PF
73 PF602 20250915 6392.0 6418.0 ... 73675.53 6390.0 6364.0 PF
74 PF603 20250915 6416.0 6416.0 ... 79.93 6394.0 6364.0 PF
75 PF604 20250915 6458.0 6460.0 ... 54.76 6444.0 6410.0 PF
76 PF605 20250915 6466.0 6466.0 ... 51.67 6460.0 6428.0 PF
77 PF606 20250915 6490.0 6490.0 ... 9.72 6480.0 6456.0 PF
78 PF607 20250915 6514.0 6514.0 ... 9.75 6502.0 6470.0 PF
79 PF608 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
81 PK510 20250915 7806.0 7818.0 ... 26131.80 7808.0 7822.0 PK
82 PK511 20250915 7764.0 7770.0 ... 482878.23 7752.0 7766.0 PK
83 PK512 20250915 7762.0 7780.0 ... 282723.80 7770.0 7772.0 PK
84 PK601 20250915 7794.0 7810.0 ... 38406.58 7798.0 7812.0 PK
85 PK603 20250915 7818.0 7846.0 ... 180.16 7834.0 7834.0 PK
86 PK604 20250915 7856.0 7858.0 ... 98.06 7846.0 7850.0 PK
87 PK605 20250915 7850.0 7858.0 ... 2163.00 7852.0 7854.0 PK
88 PL601 20250915 6428.0 6556.0 ... 50850.82 6434.0 6382.0 PL
89 PL602 20250915 6454.0 6479.0 ... 206.62 6457.0 6416.0 PL
90 PL603 20250915 6498.0 6498.0 ... 13.00 6498.0 6433.0 PL
91 PL604 20250915 6477.0 6477.0 ... 12.95 6477.0 6455.0 PL
92 PL605 20250915 6397.0 6397.0 ... 12.79 6397.0 6352.0 PL
93 PL606 20250915 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250915 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250915 5844.0 5872.0 ... 3575.66 5844.0 5804.0 PR
104 PR511 20250915 5830.0 5866.0 ... 328694.04 5838.0 5798.0 PR
105 PR512 20250915 5838.0 5874.0 ... 261110.92 5846.0 5806.0 PR
106 PR601 20250915 5822.0 5866.0 ... 96781.06 5844.0 5808.0 PR
107 PR602 20250915 5882.0 5890.0 ... 255.77 5880.0 5836.0 PR
108 PR603 20250915 5876.0 5888.0 ... 211.43 5874.0 5854.0 PR
109 PR604 20250915 5924.0 5924.0 ... 44.17 5890.0 5858.0 PR
110 PR605 20250915 5936.0 5936.0 ... 44.27 5904.0 5870.0 PR
111 PR606 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
112 PR607 20250915 5936.0 5936.0 ... 8.90 5936.0 5922.0 PR
113 PR608 20250915 0.0 0.0 ... 0.00 5934.0 5920.0 PR
114 PR609 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
115 PX510 20250915 6786.0 6838.0 ... 2199.23 6788.0 6708.0 PX
116 PX511 20250915 6748.0 6806.0 ... 533174.78 6762.0 6700.0 PX
117 PX512 20250915 6726.0 6766.0 ... 161716.09 6732.0 6672.0 PX
118 PX601 20250915 6698.0 6738.0 ... 113859.39 6712.0 6656.0 PX
119 PX602 20250915 6692.0 6728.0 ... 10348.24 6700.0 6644.0 PX
120 PX603 20250915 0.0 0.0 ... 0.00 6690.0 6640.0 PX
121 PX604 20250915 6714.0 6714.0 ... 10.07 6714.0 6668.0 PX
122 PX605 20250915 6688.0 6728.0 ... 629.53 6698.0 6650.0 PX
123 PX606 20250915 0.0 0.0 ... 0.00 6684.0 6668.0 PX
124 PX607 20250915 6736.0 6736.0 ... 3.37 6736.0 6660.0 PX
125 PX608 20250915 6748.0 6748.0 ... 3.37 6748.0 6646.0 PX
126 PX609 20250915 6744.0 6750.0 ... 13.49 6744.0 6646.0 PX
127 RI511 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250915 2532.0 2538.0 ... 20447.80 2516.0 2545.0 RM
134 RM601 20250915 2533.0 2534.0 ... 1009536.44 2509.0 2555.0 RM
135 RM603 20250915 2427.0 2432.0 ... 17391.21 2417.0 2441.0 RM
136 RM605 20250915 2408.0 2411.0 ... 161566.09 2399.0 2416.0 RM
137 RM607 20250915 2390.0 2395.0 ... 14537.16 2384.0 2398.0 RM
138 RM608 20250915 2493.0 2494.0 ... 1271.74 2484.0 2498.0 RM
139 RM609 20250915 2498.0 2498.0 ... 2390.04 2472.0 2498.0 RM
140 RS511 20250915 5230.0 5345.0 ... 73.54 5253.0 5152.0 RS
141 RS607 20250915 5519.0 5561.0 ... 116.46 5546.0 5543.0 RS
142 RS608 20250915 5599.0 5599.0 ... 178.03 5563.0 5555.0 RS
143 RS609 20250915 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250915 1201.0 1223.0 ... 34915.56 1209.0 1200.0 SA
145 SA511 20250915 1218.0 1238.0 ... 283060.12 1224.0 1214.0 SA
146 SA512 20250915 1279.0 1302.0 ... 154423.99 1287.0 1274.0 SA
147 SA601 20250915 1294.0 1314.0 ... 3679034.38 1298.0 1286.0 SA
148 SA602 20250915 1319.0 1342.0 ... 40580.10 1327.0 1315.0 SA
149 SA603 20250915 1328.0 1348.0 ... 3224.07 1332.0 1318.0 SA
150 SA604 20250915 1358.0 1384.0 ... 1130.23 1372.0 1358.0 SA
151 SA605 20250915 1370.0 1390.0 ... 117957.36 1375.0 1361.0 SA
152 SA606 20250915 1384.0 1399.0 ... 1488.77 1389.0 1369.0 SA
153 SA607 20250915 1387.0 1400.0 ... 3203.64 1392.0 1372.0 SA
154 SA608 20250915 1400.0 1414.0 ... 3761.14 1408.0 1389.0 SA
155 SA609 20250915 1405.0 1418.0 ... 7168.67 1411.0 1389.0 SA
156 SF510 20250915 5432.0 5524.0 ... 17459.90 5488.0 5446.0 SF
157 SF511 20250915 5606.0 5708.0 ... 566446.62 5660.0 5620.0 SF
158 SF512 20250915 5580.0 5670.0 ... 168663.47 5622.0 5576.0 SF
159 SF601 20250915 5574.0 5668.0 ... 174261.32 5628.0 5584.0 SF
160 SF602 20250915 5540.0 5628.0 ... 23965.68 5586.0 5542.0 SF
161 SF603 20250915 5736.0 5794.0 ... 89.26 5760.0 5698.0 SF
162 SF604 20250915 5726.0 5726.0 ... 2.86 5726.0 5732.0 SF
163 SF605 20250915 5682.0 5770.0 ... 2942.51 5730.0 5692.0 SF
164 SF606 20250915 5652.0 5732.0 ... 68.34 5696.0 5654.0 SF
165 SF607 20250915 5828.0 5878.0 ... 20.49 5856.0 5826.0 SF
166 SF608 20250915 5772.0 5804.0 ... 23.16 5790.0 5738.0 SF
167 SF609 20250915 5780.0 5804.0 ... 14.47 5788.0 5738.0 SF
168 SH510 20250915 2509.0 2528.0 ... 34125.08 2511.0 2533.0 SH
169 SH511 20250915 2535.0 2547.0 ... 683354.31 2528.0 2548.0 SH
170 SH512 20250915 2565.0 2576.0 ... 317701.37 2561.0 2573.0 SH
171 SH601 20250915 2559.0 2582.0 ... 2152792.74 2566.0 2567.0 SH
172 SH602 20250915 2581.0 2599.0 ... 18572.06 2584.0 2585.0 SH
173 SH603 20250915 2598.0 2616.0 ... 2311.28 2603.0 2600.0 SH
174 SH604 20250915 2645.0 2657.0 ... 151.00 2649.0 2644.0 SH
175 SH605 20250915 2648.0 2667.0 ... 12122.62 2653.0 2652.0 SH
176 SH606 20250915 2659.0 2676.0 ... 95.78 2661.0 2659.0 SH
177 SH607 20250915 2656.0 2672.0 ... 24.00 2666.0 2654.0 SH
178 SH608 20250915 2665.0 2681.0 ... 72.14 2672.0 2673.0 SH
179 SH609 20250915 2650.0 2683.0 ... 95.98 2666.0 2673.0 SH
180 SM510 20250915 5728.0 5820.0 ... 23472.81 5792.0 5746.0 SM
181 SM511 20250915 5866.0 5906.0 ... 295803.60 5864.0 5820.0 SM
182 SM512 20250915 5840.0 5914.0 ... 100712.45 5880.0 5828.0 SM
183 SM601 20250915 5830.0 5922.0 ... 541456.24 5884.0 5836.0 SM
184 SM602 20250915 5838.0 5920.0 ... 141499.19 5876.0 5830.0 SM
185 SM603 20250915 5844.0 5932.0 ... 47.20 5900.0 5858.0 SM
186 SM604 20250915 0.0 0.0 ... 0.00 5926.0 5878.0 SM
187 SM605 20250915 5880.0 5958.0 ... 6166.83 5918.0 5866.0 SM
188 SM606 20250915 5928.0 5932.0 ... 5.93 5930.0 5878.0 SM
189 SM607 20250915 5908.0 5950.0 ... 14.83 5934.0 5886.0 SM
190 SM608 20250915 5958.0 5980.0 ... 32.76 5956.0 5886.0 SM
191 SM609 20250915 5978.0 5980.0 ... 11.96 5980.0 5886.0 SM
192 SR511 20250915 5530.0 5570.0 ... 95695.22 5546.0 5550.0 SR
193 SR601 20250915 5535.0 5564.0 ... 827128.27 5545.0 5544.0 SR
194 SR603 20250915 5527.0 5548.0 ... 2334.32 5532.0 5529.0 SR
195 SR605 20250915 5519.0 5538.0 ... 38362.97 5521.0 5519.0 SR
196 SR607 20250915 5509.0 5534.0 ... 2257.04 5518.0 5515.0 SR
197 SR609 20250915 5551.0 5551.0 ... 1941.01 5530.0 5515.0 SR
198 TA510 20250915 4648.0 4674.0 ... 31704.41 4652.0 4616.0 TA
199 TA511 20250915 4654.0 4690.0 ... 374953.31 4664.0 4628.0 TA
200 TA512 20250915 4664.0 4700.0 ... 206066.17 4676.0 4638.0 TA
201 TA601 20250915 4678.0 4704.0 ... 1315250.22 4684.0 4648.0 TA
202 TA602 20250915 4680.0 4714.0 ... 18388.51 4694.0 4658.0 TA
203 TA603 20250915 4706.0 4716.0 ... 181.26 4708.0 4668.0 TA
204 TA604 20250915 4722.0 4722.0 ... 37.69 4712.0 4672.0 TA
205 TA605 20250915 4704.0 4736.0 ... 31497.76 4718.0 4686.0 TA
206 TA606 20250915 4722.0 4722.0 ... 4.72 4722.0 4692.0 TA
207 TA607 20250915 0.0 0.0 ... 0.00 4732.0 4710.0 TA
208 TA608 20250915 4766.0 4766.0 ... 2.38 4766.0 4718.0 TA
209 TA609 20250915 4764.0 4764.0 ... 56.78 4732.0 4718.0 TA
210 UR510 20250915 1586.0 1605.0 ... 8284.00 1596.0 1595.0 UR
211 UR511 20250915 1650.0 1671.0 ... 52655.07 1664.0 1650.0 UR
212 UR512 20250915 1656.0 1682.0 ... 14534.18 1675.0 1662.0 UR
213 UR601 20250915 1666.0 1688.0 ... 558323.98 1679.0 1667.0 UR
214 UR602 20250915 1674.0 1690.0 ... 572.46 1684.0 1669.0 UR
215 UR603 20250915 1723.0 1732.0 ... 127.85 1728.0 1715.0 UR
216 UR604 20250915 1724.0 1728.0 ... 20.71 1726.0 1718.0 UR
217 UR605 20250915 1716.0 1736.0 ... 17773.51 1729.0 1718.0 UR
218 UR606 20250915 1722.0 1735.0 ... 238.54 1729.0 1717.0 UR
219 UR607 20250915 1757.0 1765.0 ... 42.29 1762.0 1745.0 UR
220 UR608 20250915 1750.0 1761.0 ... 140.62 1758.0 1738.0 UR
221 UR609 20250915 1757.0 1757.0 ... 252.10 1751.0 1738.0 UR
222 WH511 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 16:25:52,314 - future_1d - INFO - ak.get_czce_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20250915 54125.0 ... 53505.0 53935.0 PS
1 PS2511 20250915 53630.0 ... 53400.0 53730.0 PS
2 PS2512 20250915 56720.0 ... 55890.0 56225.0 PS
3 PS2601 20250915 56450.0 ... 55780.0 56110.0 PS
4 PS2602 20250915 56085.0 ... 55835.0 56305.0 PS
5 PS2603 20250915 56075.0 ... 55620.0 56265.0 PS
6 PS2604 20250915 56575.0 ... 55840.0 56410.0 PS
7 PS2605 20250915 56545.0 ... 55975.0 56225.0 PS
8 PS2606 20250915 58880.0 ... 58160.0 58330.0 PS
9 PS2607 20250915 58500.0 ... 58285.0 58370.0 PS
10 PS2608 20250915 58750.0 ... 58340.0 58405.0 PS
11 PS2609 20250915 56790.0 ... 57875.0 58405.0 PS
13 SI2510 20250915 8785.0 ... 8755.0 8705.0 SI
14 SI2511 20250915 8725.0 ... 8840.0 8725.0 SI
15 SI2512 20250915 9165.0 ... 9215.0 9090.0 SI
16 SI2601 20250915 9145.0 ... 9205.0 9080.0 SI
17 SI2602 20250915 9090.0 ... 9175.0 9080.0 SI
18 SI2603 20250915 9080.0 ... 9215.0 9100.0 SI
19 SI2604 20250915 9050.0 ... 9215.0 9095.0 SI
20 SI2605 20250915 9115.0 ... 9220.0 9105.0 SI
21 SI2606 20250915 9070.0 ... 9220.0 9105.0 SI
22 SI2607 20250915 9080.0 ... 9260.0 9110.0 SI
23 SI2608 20250915 9075.0 ... 9290.0 9115.0 SI
24 SI2609 20250915 9080.0 ... 9245.0 9115.0 SI
27 LC2510 20250915 71400.0 ... 72160.0 70900.0 LC
28 LC2511 20250915 71260.0 ... 72240.0 71040.0 LC
29 LC2512 20250915 71400.0 ... 72420.0 71240.0 LC
30 LC2601 20250915 71480.0 ... 72420.0 71200.0 LC
31 LC2602 20250915 71520.0 ... 72480.0 71240.0 LC
32 LC2603 20250915 71500.0 ... 72340.0 71120.0 LC
33 LC2604 20250915 71920.0 ... 72720.0 71680.0 LC
34 LC2605 20250915 72000.0 ... 72780.0 71620.0 LC
35 LC2606 20250915 71800.0 ... 72540.0 71520.0 LC
36 LC2607 20250915 71600.0 ... 72520.0 71420.0 LC
37 LC2608 20250915 71740.0 ... 72540.0 71380.0 LC
38 LC2609 20250915 71520.0 ... 72440.0 71380.0 LC
[36 rows x 12 columns]
2025-09-22 16:25:52,549 - future_1d - INFO - ak.get_gfex_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 a2511 20250915 3958.00 ... 3942.00 3956.00 A
1 a2601 20250915 3956.00 ... 3941.00 3956.00 A
2 a2603 20250915 3965.00 ... 3943.00 3963.00 A
3 a2605 20250915 3998.00 ... 3993.00 4002.00 A
4 a2607 20250915 4008.00 ... 3992.00 4006.00 A
5 a2609 20250915 4102.00 ... 4017.00 4006.00 A
6 b2510 20250915 3743.00 ... 3700.00 3726.00 B
7 b2511 20250915 3761.00 ... 3737.00 3760.00 B
8 b2512 20250915 3788.00 ... 3769.00 3787.00 B
9 b2601 20250915 3781.00 ... 3758.00 3785.00 B
10 b2602 20250915 3765.00 ... 3737.00 3765.00 B
11 b2603 20250915 3713.00 ... 3696.00 3713.00 B
12 b2604 20250915 3598.00 ... 3581.00 3598.00 B
13 b2605 20250915 3523.00 ... 3514.00 3518.00 B
14 b2606 20250915 3489.00 ... 3482.00 3487.00 B
15 b2607 20250915 3491.00 ... 3482.00 3487.00 B
16 b2608 20250915 3592.00 ... 3581.00 3588.00 B
17 b2609 20250915 3633.00 ... 3610.00 3588.00 B
18 bb2511 20250915 141.85 ... 142.05 141.95 BB
19 bb2601 20250915 146.50 ... 146.60 146.80 BB
20 bb2603 20250915 147.00 ... 146.80 146.90 BB
21 bb2605 20250915 0.00 ... 141.85 141.90 BB
22 bb2607 20250915 0.00 ... 146.65 146.70 BB
23 bb2609 20250915 0.00 ... 146.65 146.70 BB
24 bz2603 20250915 6015.00 ... 6021.00 5989.00 BZ
25 bz2604 20250915 5983.00 ... 6007.00 5953.00 BZ
26 bz2605 20250915 6028.00 ... 6039.00 6011.00 BZ
27 bz2606 20250915 6008.00 ... 6008.00 5953.00 BZ
28 bz2607 20250915 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250915 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250915 2199.00 ... 2178.00 2199.00 C
31 c2601 20250915 2170.00 ... 2159.00 2169.00 C
32 c2603 20250915 2184.00 ... 2176.00 2185.00 C
33 c2605 20250915 2239.00 ... 2232.00 2238.00 C
34 c2607 20250915 2253.00 ... 2247.00 2255.00 C
35 c2609 20250915 2260.00 ... 2258.00 2255.00 C
36 cs2511 20250915 2478.00 ... 2457.00 2476.00 CS
37 cs2601 20250915 2488.00 ... 2481.00 2493.00 CS
38 cs2603 20250915 2497.00 ... 2490.00 2502.00 CS
39 cs2605 20250915 2582.00 ... 2574.00 2584.00 CS
40 cs2607 20250915 2581.00 ... 2581.00 2588.00 CS
41 cs2609 20250915 0.00 ... 2588.00 2588.00 CS
42 eb2509 20250915 6589.00 ... 6789.00 6962.00 EB
43 eb2510 20250915 7073.00 ... 7072.00 7027.00 EB
44 eb2511 20250915 7082.00 ... 7083.00 7040.00 EB
45 eb2512 20250915 7091.00 ... 7093.00 7045.00 EB
46 eb2601 20250915 7111.00 ... 7116.00 7069.00 EB
47 eb2602 20250915 7134.00 ... 7142.00 7093.00 EB
48 eb2603 20250915 7166.00 ... 7183.00 7127.00 EB
49 eb2604 20250915 7216.00 ... 7214.00 7158.00 EB
50 eb2605 20250915 7208.00 ... 7226.00 7177.00 EB
51 eb2606 20250915 0.00 ... 7169.00 7169.00 EB
52 eb2607 20250915 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250915 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250915 4374.00 ... 4338.00 4408.00 EG
55 eg2510 20250915 4322.00 ... 4308.00 4308.00 EG
56 eg2511 20250915 4298.00 ... 4274.00 4270.00 EG
57 eg2512 20250915 4278.00 ... 4268.00 4269.00 EG
58 eg2601 20250915 4285.00 ... 4277.00 4279.00 EG
59 eg2602 20250915 4267.00 ... 4269.00 4286.00 EG
60 eg2603 20250915 4281.00 ... 4278.00 4288.00 EG
61 eg2604 20250915 4312.00 ... 4317.00 4313.00 EG
62 eg2605 20250915 4335.00 ... 4327.00 4326.00 EG
63 eg2606 20250915 4322.00 ... 4332.00 4333.00 EG
64 eg2607 20250915 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250915 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250915 1266.50 ... 1266.50 1268.50 FB
67 fb2511 20250915 1260.50 ... 1257.50 1261.50 FB
68 fb2512 20250915 1261.00 ... 1263.00 1258.50 FB
69 fb2601 20250915 1253.00 ... 1255.00 1253.50 FB
70 fb2602 20250915 1254.00 ... 1249.00 1247.00 FB
71 fb2603 20250915 1254.50 ... 1249.00 1249.00 FB
72 fb2604 20250915 0.00 ... 1254.50 1254.50 FB
73 fb2605 20250915 1301.50 ... 1301.50 1318.50 FB
74 fb2606 20250915 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250915 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250915 1285.00 ... 1285.00 1296.00 FB
77 fb2609 20250915 0.00 ... 1296.00 1296.00 FB
78 i2510 20250915 818.00 ... 818.50 817.50 I
79 i2511 20250915 814.00 ... 810.50 811.00 I
80 i2512 20250915 808.50 ... 805.00 805.50 I
81 i2601 20250915 799.00 ... 797.00 798.50 I
82 i2602 20250915 797.50 ... 791.50 793.50 I
83 i2603 20250915 792.00 ... 786.00 788.00 I
84 i2604 20250915 788.00 ... 782.00 783.50 I
85 i2605 20250915 777.00 ... 775.00 776.50 I
86 i2606 20250915 775.00 ... 769.50 771.00 I
87 i2607 20250915 769.50 ... 765.50 766.50 I
88 i2608 20250915 765.50 ... 761.50 761.50 I
89 i2609 20250915 761.00 ... 757.50 761.50 I
90 j2510 20250915 1546.50 ... 1564.50 1521.50 J
91 j2511 20250915 1579.00 ... 1600.00 1550.00 J
92 j2512 20250915 1615.00 ... 1629.50 1595.50 J
93 j2601 20250915 1628.50 ... 1664.50 1614.00 J
94 j2602 20250915 1657.50 ... 1684.00 1637.50 J
95 j2603 20250915 0.00 ... 1689.50 1658.00 J
96 j2604 20250915 0.00 ... 1758.00 1728.00 J
97 j2605 20250915 1772.00 ... 1809.00 1749.50 J
98 j2606 20250915 1799.00 ... 1806.00 1758.00 J
99 j2607 20250915 1791.50 ... 1810.00 1763.50 J
100 j2608 20250915 1812.00 ... 1817.50 1763.00 J
101 j2609 20250915 1805.50 ... 1845.00 1763.00 J
102 jd2509 20250915 3230.00 ... 3230.00 3201.00 JD
103 jd2510 20250915 3080.00 ... 3121.00 3038.00 JD
104 jd2511 20250915 3091.00 ... 3140.00 3048.00 JD
105 jd2512 20250915 3200.00 ... 3241.00 3175.00 JD
106 jd2601 20250915 3359.00 ... 3377.00 3352.00 JD
107 jd2602 20250915 3103.00 ... 3117.00 3103.00 JD
108 jd2603 20250915 3109.00 ... 3127.00 3116.00 JD
109 jd2604 20250915 3299.00 ... 3294.00 3298.00 JD
110 jd2605 20250915 3410.00 ... 3389.00 3429.00 JD
111 jd2606 20250915 3244.00 ... 3206.00 3251.00 JD
112 jd2607 20250915 3481.00 ... 3452.00 3482.00 JD
113 jd2608 20250915 3918.00 ... 3903.00 3919.00 JD
114 jm2510 20250915 994.00 ... 993.50 979.00 JM
115 jm2511 20250915 1037.50 ... 1054.00 1031.00 JM
116 jm2512 20250915 1089.00 ... 1115.50 1085.00 JM
117 jm2601 20250915 1147.50 ... 1172.00 1137.50 JM
118 jm2602 20250915 1170.00 ... 1200.00 1164.00 JM
119 jm2603 20250915 1188.50 ... 1222.50 1183.50 JM
120 jm2604 20250915 1208.00 ... 1240.00 1202.50 JM
121 jm2605 20250915 1228.00 ... 1264.50 1220.50 JM
122 jm2606 20250915 1247.50 ... 1274.50 1235.00 JM
123 jm2607 20250915 1258.00 ... 1279.00 1246.00 JM
124 jm2608 20250915 1276.00 ... 1290.00 1255.00 JM
125 jm2609 20250915 1276.50 ... 1292.00 1255.00 JM
126 l2510 20250915 7197.00 ... 7134.00 7138.00 L
127 l2511 20250915 7173.00 ... 7170.00 7157.00 L
128 l2512 20250915 7191.00 ... 7198.00 7168.00 L
129 l2601 20250915 7199.00 ... 7202.00 7174.00 L
130 l2602 20250915 7188.00 ... 7197.00 7165.00 L
131 l2603 20250915 7188.00 ... 7201.00 7166.00 L
132 l2604 20250915 7213.00 ... 7239.00 7200.00 L
133 l2605 20250915 7203.00 ... 7212.00 7185.00 L
134 l2606 20250915 7197.00 ... 7256.00 7228.00 L
135 l2607 20250915 7231.00 ... 7244.00 7202.00 L
136 l2608 20250915 7232.00 ... 7235.00 7221.00 L
137 l2609 20250915 7230.00 ... 7259.00 7221.00 L
138 lg2509 20250915 761.50 ... 761.00 764.00 LG
139 lg2511 20250915 798.50 ... 799.50 800.00 LG
140 lg2601 20250915 813.50 ... 817.50 813.50 LG
141 lg2603 20250915 815.50 ... 824.00 820.00 LG
142 lg2605 20250915 823.50 ... 829.50 826.50 LG
143 lg2607 20250915 831.00 ... 834.00 829.00 LG
144 lh2509 20250915 13100.00 ... 13100.00 13090.00 LH
145 lh2511 20250915 13150.00 ... 13200.00 13310.00 LH
146 lh2601 20250915 13675.00 ... 13660.00 13725.00 LH
147 lh2603 20250915 12995.00 ... 13005.00 13030.00 LH
148 lh2605 20250915 13555.00 ... 13510.00 13555.00 LH
149 lh2607 20250915 14320.00 ... 14220.00 14310.00 LH
150 m2511 20250915 3052.00 ... 3022.00 3057.00 M
151 m2512 20250915 3093.00 ... 3072.00 3102.00 M
152 m2601 20250915 3080.00 ... 3051.00 3087.00 M
153 m2603 20250915 3011.00 ... 2992.00 3010.00 M
154 m2605 20250915 2816.00 ... 2810.00 2815.00 M
155 m2607 20250915 2796.00 ... 2788.00 2792.00 M
156 m2608 20250915 2920.00 ... 2915.00 2916.00 M
157 m2609 20250915 2943.00 ... 2922.00 2916.00 M
158 p2510 20250915 9290.00 ... 9310.00 9270.00 P
159 p2511 20250915 9300.00 ... 9332.00 9298.00 P
160 p2512 20250915 9318.00 ... 9348.00 9318.00 P
161 p2601 20250915 9336.00 ... 9370.00 9342.00 P
162 p2602 20250915 9288.00 ... 9298.00 9288.00 P
163 p2603 20250915 9262.00 ... 9280.00 9262.00 P
164 p2604 20250915 9180.00 ... 9218.00 9204.00 P
165 p2605 20250915 9092.00 ... 9132.00 9106.00 P
166 p2606 20250915 9014.00 ... 9042.00 9030.00 P
167 p2607 20250915 8938.00 ... 8958.00 8932.00 P
168 p2608 20250915 8850.00 ... 8884.00 8872.00 P
169 p2609 20250915 8840.00 ... 8862.00 8872.00 P
170 pg2509 20250915 3779.00 ... 3779.00 3750.00 PG
171 pg2510 20250915 4488.00 ... 4513.00 4446.00 PG
172 pg2511 20250915 4445.00 ... 4455.00 4401.00 PG
173 pg2512 20250915 4374.00 ... 4387.00 4340.00 PG
174 pg2601 20250915 4303.00 ... 4320.00 4278.00 PG
175 pg2602 20250915 4231.00 ... 4249.00 4211.00 PG
176 pg2603 20250915 4142.00 ... 4160.00 4122.00 PG
177 pg2604 20250915 4500.00 ... 4499.00 4467.00 PG
178 pg2605 20250915 4382.00 ... 4411.00 4383.00 PG
179 pg2606 20250915 4343.00 ... 4345.00 4305.00 PG
180 pg2607 20250915 4286.00 ... 4285.00 4251.00 PG
181 pg2608 20250915 4225.00 ... 4225.00 4187.00 PG
182 pp2510 20250915 6845.00 ... 6848.00 6818.00 PP
183 pp2511 20250915 6881.00 ... 6882.00 6852.00 PP
184 pp2512 20250915 6912.00 ... 6918.00 6884.00 PP
185 pp2601 20250915 6933.00 ... 6946.00 6910.00 PP
186 pp2602 20250915 6916.00 ... 6928.00 6891.00 PP
187 pp2603 20250915 6892.00 ... 6933.00 6880.00 PP
188 pp2604 20250915 6923.00 ... 6949.00 6908.00 PP
189 pp2605 20250915 6964.00 ... 6969.00 6932.00 PP
190 pp2606 20250915 6903.00 ... 6940.00 6903.00 PP
191 pp2607 20250915 6899.00 ... 6925.00 6887.00 PP
192 pp2608 20250915 6916.00 ... 6894.00 6892.00 PP
193 pp2609 20250915 6944.00 ... 6958.00 6892.00 PP
194 rr2510 20250915 3599.00 ... 3593.00 3591.00 RR
195 rr2511 20250915 3602.00 ... 3600.00 3599.00 RR
196 rr2512 20250915 3600.00 ... 3601.00 3602.00 RR
197 rr2601 20250915 3614.00 ... 3622.00 3614.00 RR
198 rr2602 20250915 3606.00 ... 3606.00 3601.00 RR
199 rr2603 20250915 3609.00 ... 3613.00 3608.00 RR
200 rr2604 20250915 0.00 ... 3617.00 3617.00 RR
201 rr2605 20250915 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250915 3610.00 ... 3597.00 3604.00 RR
203 rr2607 20250915 3625.00 ... 3609.00 3625.00 RR
204 rr2608 20250915 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250915 0.00 ... 3614.00 3614.00 RR
206 v2510 20250915 4782.00 ... 4791.00 4763.00 V
207 v2511 20250915 4814.00 ... 4824.00 4794.00 V
208 v2512 20250915 4847.00 ... 4870.00 4829.00 V
209 v2601 20250915 4883.00 ... 4898.00 4871.00 V
210 v2602 20250915 4923.00 ... 4940.00 4914.00 V
211 v2603 20250915 4956.00 ... 4965.00 4950.00 V
212 v2604 20250915 5153.00 ... 5178.00 5135.00 V
213 v2605 20250915 5200.00 ... 5196.00 5172.00 V
214 v2606 20250915 5226.00 ... 5228.00 5196.00 V
215 v2607 20250915 5250.00 ... 5261.00 5236.00 V
216 v2608 20250915 5287.00 ... 5291.00 5265.00 V
217 v2609 20250915 5272.00 ... 5312.00 5265.00 V
218 y2511 20250915 8378.00 ... 8384.00 8368.00 Y
219 y2512 20250915 8386.00 ... 8404.00 8386.00 Y
220 y2601 20250915 8350.00 ... 8356.00 8336.00 Y
221 y2603 20250915 8252.00 ... 8274.00 8252.00 Y
222 y2605 20250915 8056.00 ... 8056.00 8030.00 Y
223 y2607 20250915 7990.00 ... 8010.00 8000.00 Y
224 y2608 20250915 8006.00 ... 8016.00 7984.00 Y
225 y2609 20250915 7982.00 ... 7998.00 7984.00 Y
[226 rows x 12 columns]
2025-09-22 16:25:53,223 - future_1d - INFO - ak.get_dce_daily('2025-09-15') done
2025-09-22 16:25:54,992 - future_1d - INFO - save future_daily 2025-09-15 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250916 7140.000 ... 7162.000 7125.800 IC
1 IC2510 20250916 7072.000 ... 7103.600 7062.800 IC
2 IC2512 20250916 6971.000 ... 6994.200 6951.400 IC
3 IC2603 20250916 6817.800 ... 6836.200 6791.200 IC
4 IF2509 20250916 4542.000 ... 4517.000 4528.000 IF
5 IF2510 20250916 4531.600 ... 4507.000 4518.800 IF
6 IF2512 20250916 4510.000 ... 4486.600 4496.400 IF
7 IF2603 20250916 4481.800 ... 4462.600 4470.800 IF
8 IH2509 20250916 2968.200 ... 2950.400 2961.200 IH
9 IH2510 20250916 2970.000 ... 2949.400 2960.800 IH
10 IH2512 20250916 2969.000 ... 2950.800 2962.400 IH
11 IH2603 20250916 2971.000 ... 2954.600 2964.200 IH
12 IM2509 20250916 7391.000 ... 7454.000 7386.400 IM
13 IM2510 20250916 7311.400 ... 7384.200 7317.000 IM
14 IM2512 20250916 7172.200 ... 7232.200 7161.400 IM
15 IM2603 20250916 6960.000 ... 7026.800 6951.200 IM
16 T2512 20250916 107.680 ... 108.010 107.840 T
17 T2603 20250916 107.385 ... 107.685 107.525 T
18 T2606 20250916 107.215 ... 107.515 107.345 T
19 TF2512 20250916 105.600 ... 105.780 105.660 TF
20 TF2603 20250916 105.465 ... 105.650 105.540 TF
21 TF2606 20250916 105.360 ... 105.535 105.435 TF
22 TL2512 20250916 114.870 ... 115.520 115.480 TL
23 TL2603 20250916 114.640 ... 115.180 115.180 TL
24 TL2606 20250916 114.500 ... 115.120 115.100 TL
25 TS2512 20250916 102.360 ... 102.410 102.368 TS
26 TS2603 20250916 102.310 ... 102.346 102.312 TS
27 TS2606 20250916 102.270 ... 102.302 102.280 TS
[28 rows x 12 columns]
2025-09-22 16:26:02,092 - future_1d - INFO - ak.get_cffex_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 SC2510 20250916 488.3 ... 492.1 488 SC
1 SC2511 20250916 489.1 ... 493.5 488.5 SC
2 SC2512 20250916 487.1 ... 491.1 487.6 SC
3 SC2601 20250916 487.1 ... 490.1 487.5 SC
4 SC2602 20250916 485.8 ... 488 487 SC
5 SC2603 20250916 485.2 ... 487.7 486.6 SC
6 SC2604 20250916 485.3 ... 486.4 485.9 SC
7 SC2605 20250916 486.9 ... 486.3 485.9 SC
8 SC2606 20250916 484.3 ... 485.6 485.8 SC
9 SC2607 20250916 484.9 ... 485.7 486.1 SC
10 SC2608 20250916 484.5 ... 484.2 482.4 SC
11 SC2609 20250916 482.5 ... 481.9 481.8 SC
12 SC2612 20250916 478.9 ... 479.8 475.4 SC
13 SC2703 20250916 ... 474.6 474.6 SC
14 SC2706 20250916 ... 474.7 474.7 SC
15 SC2709 20250916 ... 473.2 473.2 SC
16 SC2712 20250916 ... 472.1 472.1 SC
17 SC2803 20250916 473.6 ... 473.6 471.1 SC
18 SC2806 20250916 470.5 ... 471.1 466.7 SC
19 SC2809 20250916 ... 469 469 SC
21 LU2510 20250916 3350 ... 3370 3332 LU
22 LU2511 20250916 3378 ... 3396 3353 LU
23 LU2512 20250916 3356 ... 3377 3346 LU
24 LU2601 20250916 3352 ... 3369 3343 LU
25 LU2602 20250916 3349 ... 3354 3333 LU
26 LU2603 20250916 3346 ... 3350 3328 LU
27 LU2604 20250916 3350 ... 3349 3323 LU
28 LU2605 20250916 3341 ... 3341 3318 LU
29 LU2606 20250916 3343 ... 3348 3317 LU
30 LU2607 20250916 3346 ... 3342 3312 LU
31 LU2608 20250916 3335 ... 3343 3320 LU
32 LU2609 20250916 3323 ... 3336 3308 LU
34 NR2510 20250916 12675 ... 12640 12555 NR
35 NR2511 20250916 12705 ... 12690 12595 NR
36 NR2512 20250916 12745 ... 12725 12645 NR
37 NR2601 20250916 12765 ... 12755 12665 NR
38 NR2602 20250916 12775 ... 12785 12700 NR
39 NR2603 20250916 12770 ... 12780 12690 NR
40 NR2604 20250916 12795 ... 12795 12710 NR
41 NR2605 20250916 ... 12825 12740 NR
42 NR2606 20250916 ... 12635 12635 NR
43 NR2607 20250916 ... 12655 12650 NR
44 NR2608 20250916 ... 12685 12685 NR
45 NR2609 20250916 ... 12685 12685 NR
47 BC2510 20250916 71730 ... 72020 71780 BC
48 BC2511 20250916 71930 ... 72070 71830 BC
49 BC2512 20250916 72320 ... 72120 71910 BC
50 BC2601 20250916 ... 72000 72000 BC
51 BC2602 20250916 ... 71650 71650 BC
52 BC2603 20250916 71570 ... 71950 72000 BC
53 BC2604 20250916 ... 71550 71550 BC
54 BC2605 20250916 ... 71550 71550 BC
55 BC2606 20250916 ... 71500 71500 BC
56 BC2607 20250916 ... 71560 71560 BC
57 BC2608 20250916 ... 71550 71550 BC
58 BC2609 20250916 ... 71550 71550 BC
60 EC2510 20250916 1178 ... 1189.6 1170.9 EC
61 EC2512 20250916 1675.1 ... 1710.7 1640.3 EC
62 EC2602 20250916 1538.7 ... 1583.1 1521 EC
63 EC2604 20250916 1261 ... 1283.3 1250.1 EC
64 EC2606 20250916 1445.3 ... 1459 1425.3 EC
65 EC2608 20250916 1624 ... 1622 1596.5 EC
68 SC_TAS2510 20250916 ... SC_TAS
69 SC_TAS2511 20250916 ... SC_TAS
70 SC_TAS2512 20250916 ... SC_TAS
71 SC_TAS2601 20250916 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 16:26:02,174 - future_1d - INFO - ak.get_ine_daily('2025-09-16') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250916 ... 81090 80830 CU
1 1 CU2511 20250916 ... 81090 80830 CU
2 2 CU2512 20250916 ... 81090 80810 CU
3 3 CU2601 20250916 ... 81150 80800 CU
4 4 CU2602 20250916 ... 81190 80770 CU
5 5 CU2603 20250916 ... 81130 80760 CU
6 6 CU2604 20250916 ... 81120 80810 CU
7 7 CU2605 20250916 ... 80980 80830 CU
8 8 CU2606 20250916 ... 81080 80810 CU
9 9 CU2607 20250916 ... 81060 80760 CU
10 10 CU2608 20250916 ... 81100 80850 CU
11 11 CU2609 20250916 ... 81100 80850 CU
12 12 BC2510 20250916 ... 72020 71780 BC
13 13 BC2511 20250916 ... 72070 71830 BC
14 14 BC2512 20250916 ... 72120 71910 BC
15 15 BC2601 20250916 ... 72000 72000 BC
16 16 BC2602 20250916 ... 71650 71650 BC
17 17 BC2603 20250916 ... 71950 72000 BC
18 18 BC2604 20250916 ... 71550 71550 BC
19 19 BC2605 20250916 ... 71550 71550 BC
20 20 BC2606 20250916 ... 71500 71500 BC
21 21 BC2607 20250916 ... 71560 71560 BC
22 22 BC2608 20250916 ... 71550 71550 BC
23 23 BC2609 20250916 ... 71550 71550 BC
24 24 AL2510 20250916 ... 20990 21045 AL
25 25 AL2511 20250916 ... 21010 21045 AL
26 26 AL2512 20250916 ... 20985 21015 AL
27 27 AL2601 20250916 ... 20960 20985 AL
28 28 AL2602 20250916 ... 20965 20970 AL
29 29 AL2603 20250916 ... 20990 20980 AL
30 30 AL2604 20250916 ... 21015 21000 AL
31 31 AL2605 20250916 ... 21040 21005 AL
32 32 AL2606 20250916 ... 21005 21015 AL
33 33 AL2607 20250916 ... 21035 20990 AL
34 34 AL2608 20250916 ... 20965 20985 AL
35 35 AL2609 20250916 ... 20985 20985 AL
36 36 ZN2510 20250916 ... 22300 22305 ZN
37 37 ZN2511 20250916 ... 22315 22320 ZN
38 38 ZN2512 20250916 ... 22330 22335 ZN
39 39 ZN2601 20250916 ... 22360 22345 ZN
40 40 ZN2602 20250916 ... 22370 22360 ZN
41 41 ZN2603 20250916 ... 22370 22375 ZN
42 42 ZN2604 20250916 ... 22420 22400 ZN
43 43 ZN2605 20250916 ... 22430 22405 ZN
44 44 ZN2606 20250916 ... 22490 22420 ZN
45 45 ZN2607 20250916 ... 22460 22420 ZN
46 46 ZN2608 20250916 ... 22480 22440 ZN
47 47 ZN2609 20250916 ... 22450 22440 ZN
48 48 PB2510 20250916 ... 17080 17120 PB
49 49 PB2511 20250916 ... 17100 17140 PB
50 50 PB2512 20250916 ... 17105 17155 PB
51 51 PB2601 20250916 ... 17115 17155 PB
52 52 PB2602 20250916 ... 17120 17180 PB
53 53 PB2603 20250916 ... 17130 17190 PB
54 54 PB2604 20250916 ... 17205 17205 PB
55 55 PB2605 20250916 ... 17170 17175 PB
56 56 PB2606 20250916 ... 17105 17105 PB
57 57 PB2607 20250916 ... 17155 17155 PB
58 58 PB2608 20250916 ... 17165 17210 PB
59 59 PB2609 20250916 ... 17165 17210 PB
60 60 NI2510 20250916 ... 122790 122170 NI
61 61 NI2511 20250916 ... 122930 122380 NI
62 62 NI2512 20250916 ... 123120 122580 NI
63 63 NI2601 20250916 ... 123300 122810 NI
64 64 NI2602 20250916 ... 123650 122970 NI
65 65 NI2603 20250916 ... 123590 123430 NI
66 66 NI2604 20250916 ... 123800 123800 NI
67 67 NI2605 20250916 ... 124130 123750 NI
68 68 NI2606 20250916 ... 124360 123960 NI
69 69 NI2607 20250916 ... 124590 124160 NI
70 70 NI2608 20250916 ... 125030 124390 NI
71 71 NI2609 20250916 ... 124490 124390 NI
72 72 SN2510 20250916 ... 272740 273890 SN
73 73 SN2511 20250916 ... 273020 273950 SN
74 74 SN2512 20250916 ... 273040 273810 SN
75 75 SN2601 20250916 ... 273310 274030 SN
76 76 SN2602 20250916 ... 273130 273700 SN
77 77 SN2603 20250916 ... 273430 274260 SN
78 78 SN2604 20250916 ... 273380 274510 SN
79 79 SN2605 20250916 ... 273620 274580 SN
80 80 SN2606 20250916 ... 274060 274940 SN
81 81 SN2607 20250916 ... 275180 275260 SN
82 82 SN2608 20250916 ... 275620 275630 SN
83 83 SN2609 20250916 ... 275630 275630 SN
84 84 AO2510 20250916 ... 2957 2907 AO
85 85 AO2511 20250916 ... 2964 2910 AO
86 86 AO2512 20250916 ... 2979 2918 AO
87 87 AO2601 20250916 ... 2989 2926 AO
88 88 AO2602 20250916 ... 2996 2935 AO
89 89 AO2603 20250916 ... 3052 3002 AO
90 90 AO2604 20250916 ... 3063 3009 AO
91 91 AO2605 20250916 ... 3066 3015 AO
92 92 AO2606 20250916 ... 3077 3021 AO
93 93 AO2607 20250916 ... 3084 3031 AO
94 94 AO2608 20250916 ... 3091 3035 AO
95 95 AO2609 20250916 ... 3107 3035 AO
96 96 AD2511 20250916 ... 20505 20580 AD
97 97 AD2512 20250916 ... 20525 20600 AD
98 98 AD2601 20250916 ... 20550 20630 AD
99 99 AD2602 20250916 ... 20540 20620 AD
100 100 AD2603 20250916 ... 20500 20475 AD
101 101 AD2604 20250916 ... 20485 20485 AD
102 102 AD2605 20250916 ... 20520 20520 AD
103 103 AD2606 20250916 ... 20455 20455 AD
104 104 AD2607 20250916 ... 20510 20445 AD
105 105 AD2608 20250916 ... 20515 20515 AD
106 106 AD2609 20250916 ... 20515 20515 AD
107 107 AU2510 20250916 ... 838.12 832.56 AU
108 108 AU2511 20250916 ... 839.4 833.64 AU
109 109 AU2512 20250916 ... 840.76 834.9 AU
110 110 AU2602 20250916 ... 843.2 837.12 AU
111 111 AU2604 20250916 ... 845.18 839.42 AU
112 112 AU2606 20250916 ... 847.54 841.46 AU
113 113 AU2608 20250916 ... 850.08 844.46 AU
114 114 AU2610 20250916 ... 852.26 844.46 AU
115 115 AG2510 20250916 ... 10084 10028 AG
116 116 AG2511 20250916 ... 10095 10038 AG
117 117 AG2512 20250916 ... 10111 10052 AG
118 118 AG2601 20250916 ... 10121 10064 AG
119 119 AG2602 20250916 ... 10131 10075 AG
120 120 AG2603 20250916 ... 10146 10083 AG
121 121 AG2604 20250916 ... 10143 10097 AG
122 122 AG2605 20250916 ... 10175 10115 AG
123 123 AG2606 20250916 ... 10188 10126 AG
124 124 AG2607 20250916 ... 10204 10144 AG
125 125 AG2608 20250916 ... 10214 10159 AG
126 126 AG2609 20250916 ... 10233 10159 AG
127 127 RB2510 20250916 ... 3070 3037 RB
128 128 RB2511 20250916 ... 3089 3055 RB
129 129 RB2512 20250916 ... 3134 3102 RB
130 130 RB2601 20250916 ... 3166 3127 RB
131 131 RB2602 20250916 ... 3176 3135 RB
132 132 RB2603 20250916 ... 3193 3157 RB
133 133 RB2604 20250916 ... 3221 3171 RB
134 134 RB2605 20250916 ... 3234 3192 RB
135 135 RB2606 20250916 ... 3248 3207 RB
136 136 RB2607 20250916 ... 3263 3227 RB
137 137 RB2608 20250916 ... 3269 3235 RB
138 138 RB2609 20250916 ... 3277 3235 RB
139 139 WR2510 20250916 ... 3306 3289 WR
140 140 WR2511 20250916 ... 3302 3302 WR
141 141 WR2512 20250916 ... 3324 3324 WR
142 142 WR2601 20250916 ... 3357 3350 WR
143 143 WR2602 20250916 ... 3358 3358 WR
144 144 WR2603 20250916 ... 3395 3338 WR
145 145 WR2604 20250916 ... 3389 3389 WR
146 146 WR2605 20250916 ... 3414 3414 WR
147 147 WR2606 20250916 ... 3372 3372 WR
148 148 WR2607 20250916 ... 3390 3390 WR
149 149 WR2608 20250916 ... 3399 3399 WR
150 150 WR2609 20250916 ... 3581 3399 WR
151 151 HC2510 20250916 ... 3431 3393 HC
152 152 HC2511 20250916 ... 3420 3379 HC
153 153 HC2512 20250916 ... 3409 3372 HC
154 154 HC2601 20250916 ... 3403 3360 HC
155 155 HC2602 20250916 ... 3407 3362 HC
156 156 HC2603 20250916 ... 3405 3363 HC
157 157 HC2604 20250916 ... 3407 3365 HC
158 158 HC2605 20250916 ... 3410 3364 HC
159 159 HC2606 20250916 ... 3414 3369 HC
160 160 HC2607 20250916 ... 3420 3371 HC
161 161 HC2608 20250916 ... 3423 3377 HC
162 162 HC2609 20250916 ... 3419 3377 HC
163 163 SS2510 20250916 ... 12955 12915 SS
164 164 SS2511 20250916 ... 13055 13005 SS
165 165 SS2512 20250916 ... 13090 13045 SS
166 166 SS2601 20250916 ... 13155 13115 SS
167 167 SS2602 20250916 ... 13220 13130 SS
168 168 SS2603 20250916 ... 13250 13205 SS
169 169 SS2604 20250916 ... 13325 13235 SS
170 170 SS2605 20250916 ... 13410 13365 SS
171 171 SS2606 20250916 ... 13435 13425 SS
172 172 SS2607 20250916 ... 13450 13505 SS
173 173 SS2608 20250916 ... 13575 13515 SS
174 174 SS2609 20250916 ... 13605 13515 SS
175 175 SC2510 20250916 ... 492.1 488 SC
176 176 SC2511 20250916 ... 493.5 488.5 SC
177 177 SC2512 20250916 ... 491.1 487.6 SC
178 178 SC2601 20250916 ... 490.1 487.5 SC
179 179 SC2602 20250916 ... 488 487 SC
180 180 SC2603 20250916 ... 487.7 486.6 SC
181 181 SC2604 20250916 ... 486.4 485.9 SC
182 182 SC2605 20250916 ... 486.3 485.9 SC
183 183 SC2606 20250916 ... 485.6 485.8 SC
184 184 SC2607 20250916 ... 485.7 486.1 SC
185 185 SC2608 20250916 ... 484.2 482.4 SC
186 186 SC2609 20250916 ... 481.9 481.8 SC
187 187 SC2612 20250916 ... 479.8 475.4 SC
188 188 SC2703 20250916 ... 474.6 474.6 SC
189 189 SC2706 20250916 ... 474.7 474.7 SC
190 190 SC2709 20250916 ... 473.2 473.2 SC
191 191 SC2712 20250916 ... 472.1 472.1 SC
192 192 SC2803 20250916 ... 473.6 471.1 SC
193 193 SC2806 20250916 ... 471.1 466.7 SC
194 194 SC2809 20250916 ... 469 469 SC
195 195 LU2510 20250916 ... 3370 3332 LU
196 196 LU2511 20250916 ... 3396 3353 LU
197 197 LU2512 20250916 ... 3377 3346 LU
198 198 LU2601 20250916 ... 3369 3343 LU
199 199 LU2602 20250916 ... 3354 3333 LU
200 200 LU2603 20250916 ... 3350 3328 LU
201 201 LU2604 20250916 ... 3349 3323 LU
202 202 LU2605 20250916 ... 3341 3318 LU
203 203 LU2606 20250916 ... 3348 3317 LU
204 204 LU2607 20250916 ... 3342 3312 LU
205 205 LU2608 20250916 ... 3343 3320 LU
206 206 LU2609 20250916 ... 3336 3308 LU
207 207 FU2510 20250916 ... 2829 2820 FU
208 208 FU2511 20250916 ... 2830 2818 FU
209 209 FU2512 20250916 ... 2815 2801 FU
210 210 FU2601 20250916 ... 2799 2787 FU
211 211 FU2602 20250916 ... 2781 2777 FU
212 212 FU2603 20250916 ... 2771 2764 FU
213 213 FU2604 20250916 ... 2767 2755 FU
214 214 FU2605 20250916 ... 2751 2744 FU
215 215 FU2606 20250916 ... 2744 2736 FU
216 216 FU2607 20250916 ... 2730 2722 FU
217 217 FU2608 20250916 ... 2723 2717 FU
218 218 FU2609 20250916 ... 2703 2695 FU
219 219 BU2510 20250916 ... 3437 3416 BU
220 220 BU2511 20250916 ... 3425 3398 BU
221 221 BU2512 20250916 ... 3384 3363 BU
222 222 BU2601 20250916 ... 3367 3344 BU
223 223 BU2602 20250916 ... 3366 3343 BU
224 224 BU2603 20250916 ... 3355 3347 BU
225 225 BU2604 20250916 ... 3340 3338 BU
226 226 BU2605 20250916 ... 3359 3344 BU
227 227 BU2606 20250916 ... 3358 3344 BU
228 228 BU2607 20250916 ... 3353 3339 BU
229 229 BU2608 20250916 ... 3350 3321 BU
230 230 BU2609 20250916 ... 3345 3331 BU
231 231 BU2612 20250916 ... 3308 3296 BU
232 232 BU2703 20250916 ... 3311 3307 BU
233 233 BU2706 20250916 ... 3319 3308 BU
234 234 BU2709 20250916 ... 3308 3308 BU
235 235 BR2510 20250916 ... 11710 11630 BR
236 236 BR2511 20250916 ... 11670 11590 BR
237 237 BR2512 20250916 ... 11660 11595 BR
238 238 BR2601 20250916 ... 11670 11600 BR
239 239 BR2602 20250916 ... 11635 11570 BR
240 240 BR2603 20250916 ... 11680 11585 BR
241 241 BR2604 20250916 ... 11690 11690 BR
242 242 BR2605 20250916 ... 11735 11675 BR
243 243 BR2606 20250916 ... 11775 11725 BR
244 244 BR2607 20250916 ... 11885 11845 BR
245 245 BR2608 20250916 ... 11900 11770 BR
246 246 BR2609 20250916 ... 11770 11770 BR
247 247 RU2510 20250916 ... 15105 14980 RU
248 248 RU2511 20250916 ... 15050 14935 RU
249 249 RU2601 20250916 ... 16000 15870 RU
250 250 RU2603 20250916 ... 15990 15905 RU
251 251 RU2604 20250916 ... 15990 15840 RU
252 252 RU2605 20250916 ... 15985 15845 RU
253 253 RU2606 20250916 ... 16005 15865 RU
254 254 RU2607 20250916 ... 15915 15870 RU
255 255 RU2608 20250916 ... 16055 16065 RU
256 256 RU2609 20250916 ... 16070 16065 RU
257 257 NR2510 20250916 ... 12640 12555 NR
258 258 NR2511 20250916 ... 12690 12595 NR
259 259 NR2512 20250916 ... 12725 12645 NR
260 260 NR2601 20250916 ... 12755 12665 NR
261 261 NR2602 20250916 ... 12785 12700 NR
262 262 NR2603 20250916 ... 12780 12690 NR
263 263 NR2604 20250916 ... 12795 12710 NR
264 264 NR2605 20250916 ... 12825 12740 NR
265 265 NR2606 20250916 ... 12635 12635 NR
266 266 NR2607 20250916 ... 12655 12650 NR
267 267 NR2608 20250916 ... 12685 12685 NR
268 268 NR2609 20250916 ... 12685 12685 NR
269 269 SP2510 20250916 ... 5048 4992 SP
270 270 SP2511 20250916 ... 5074 5024 SP
271 271 SP2512 20250916 ... 5088 5042 SP
272 272 SP2601 20250916 ... 5348 5308 SP
273 273 SP2602 20250916 ... 5334 5286 SP
274 274 SP2603 20250916 ... 5340 5300 SP
275 275 SP2604 20250916 ... 5344 5316 SP
276 276 SP2605 20250916 ... 5354 5314 SP
277 277 SP2606 20250916 ... 5360 5322 SP
278 278 SP2607 20250916 ... 5358 5332 SP
279 279 SP2608 20250916 ... 5358 5330 SP
280 280 SP2609 20250916 ... 5370 5330 SP
281 281 OP2601 20250916 ... 4258 4214 OP
282 282 OP2602 20250916 ... 4256 4214 OP
283 283 OP2603 20250916 ... 4284 4226 OP
284 284 OP2604 20250916 ... 4272 4250 OP
285 285 OP2605 20250916 ... 4286 4222 OP
286 286 OP2606 20250916 ... 4268 4216 OP
287 287 OP2607 20250916 ... 4276 4240 OP
288 288 OP2608 20250916 ... 4292 4256 OP
289 289 OP2609 20250916 ... 4256 4256 OP
290 290 EC2510 20250916 ... 1189.6 1170.9 EC
291 291 EC2512 20250916 ... 1710.7 1640.3 EC
292 292 EC2602 20250916 ... 1583.1 1521 EC
293 293 EC2604 20250916 ... 1283.3 1250.1 EC
294 294 EC2606 20250916 ... 1459 1425.3 EC
295 295 EC2608 20250916 ... 1622 1596.5 EC
296 297 SC_TAS2510 20250916 ... SC_TAS
297 298 SC_TAS2511 20250916 ... SC_TAS
298 299 SC_TAS2512 20250916 ... SC_TAS
299 300 SC_TAS2601 20250916 ... SC_TAS
[300 rows x 13 columns]
2025-09-22 16:26:02,272 - future_1d - INFO - ak.get_shfe_daily('2025-09-16') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250916 8431.0 8450.0 ... 47638.33 8421.0 8404.0 AP
1 AP511 20250916 8252.0 8252.0 ... 4879.68 8201.0 8213.0 AP
2 AP512 20250916 8223.0 8228.0 ... 1025.60 8205.0 8231.0 AP
3 AP601 20250916 8336.0 8336.0 ... 426432.76 8271.0 8310.0 AP
4 AP603 20250916 8176.0 8195.0 ... 416.21 8161.0 8220.0 AP
5 AP604 20250916 8165.0 8175.0 ... 73.50 8167.0 8215.0 AP
6 AP605 20250916 8261.0 8267.0 ... 2327.63 8225.0 8266.0 AP
7 CF511 20250916 13735.0 13805.0 ... 237565.10 13755.0 13740.0 CF
8 CF601 20250916 13875.0 13950.0 ... 1422412.34 13900.0 13885.0 CF
9 CF603 20250916 13835.0 13915.0 ... 1664.41 13870.0 13845.0 CF
10 CF605 20250916 13845.0 13910.0 ... 111549.27 13860.0 13850.0 CF
11 CF607 20250916 13845.0 13915.0 ... 1431.06 13895.0 13865.0 CF
12 CF609 20250916 13975.0 14060.0 ... 175.44 14035.0 13975.0 CF
13 CJ512 20250916 10855.0 10920.0 ... 3226.79 10790.0 10865.0 CJ
14 CJ601 20250916 10900.0 10950.0 ... 675279.37 10830.0 10905.0 CJ
15 CJ603 20250916 10935.0 10985.0 ... 10832.01 10860.0 10960.0 CJ
16 CJ605 20250916 11030.0 11080.0 ... 123247.95 10960.0 11040.0 CJ
17 CJ607 20250916 11180.0 11210.0 ... 1926.72 11105.0 11180.0 CJ
18 CJ609 20250916 11355.0 11400.0 ... 495.11 11250.0 11385.0 CJ
19 CY510 20250916 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250916 19855.0 20070.0 ... 120659.98 19965.0 19890.0 CY
21 CY512 20250916 19405.0 19405.0 ... 9.70 19405.0 19635.0 CY
22 CY601 20250916 19930.0 20020.0 ... 3157.64 19985.0 19910.0 CY
23 CY602 20250916 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250916 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250916 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250916 20195.0 20195.0 ... 20.17 20170.0 20065.0 CY
27 CY606 20250916 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250916 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250916 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250916 20940.0 20940.0 ... 30.81 20540.0 20160.0 CY
31 FG510 20250916 1100.0 1120.0 ... 28626.35 1109.0 1084.0 FG
32 FG511 20250916 1108.0 1127.0 ... 232450.33 1117.0 1092.0 FG
33 FG512 20250916 1220.0 1245.0 ... 116419.79 1234.0 1197.0 FG
34 FG601 20250916 1222.0 1249.0 ... 6281365.12 1236.0 1193.0 FG
35 FG602 20250916 1268.0 1296.0 ... 52701.41 1285.0 1239.0 FG
36 FG603 20250916 1270.0 1299.0 ... 2992.31 1290.0 1247.0 FG
37 FG604 20250916 1318.0 1347.0 ... 818.41 1337.0 1300.0 FG
38 FG605 20250916 1318.0 1347.0 ... 137737.04 1336.0 1296.0 FG
39 FG606 20250916 1348.0 1376.0 ... 1109.80 1367.0 1329.0 FG
40 FG607 20250916 1345.0 1370.0 ... 2596.69 1361.0 1324.0 FG
41 FG608 20250916 1359.0 1394.0 ... 2231.84 1385.0 1349.0 FG
42 FG609 20250916 1351.0 1393.0 ... 4226.76 1382.0 1341.0 FG
43 JR511 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250916 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250916 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250916 2297.0 2313.0 ... 13087.24 2298.0 2290.0 MA
52 MA511 20250916 2329.0 2342.0 ... 156365.92 2331.0 2318.0 MA
53 MA512 20250916 2372.0 2384.0 ... 96924.29 2376.0 2357.0 MA
54 MA601 20250916 2398.0 2408.0 ... 1248841.43 2394.0 2386.0 MA
55 MA602 20250916 2408.0 2423.0 ... 31872.10 2414.0 2394.0 MA
56 MA603 20250916 2425.0 2437.0 ... 315.69 2428.0 2411.0 MA
57 MA604 20250916 2428.0 2437.0 ... 58.39 2433.0 2401.0 MA
58 MA605 20250916 2407.0 2424.0 ... 82466.24 2412.0 2394.0 MA
59 MA606 20250916 2422.0 2423.0 ... 12.11 2422.0 2417.0 MA
60 MA607 20250916 2401.0 2409.0 ... 100.76 2399.0 2386.0 MA
61 MA608 20250916 2397.0 2402.0 ... 11.97 2394.0 2381.0 MA
62 MA609 20250916 2371.0 2396.0 ... 1193.43 2382.0 2371.0 MA
63 OI511 20250916 10096.0 10230.0 ... 559308.68 10154.0 10049.0 OI
64 OI601 20250916 9918.0 10063.0 ... 3499778.27 9981.0 9877.0 OI
65 OI603 20250916 9707.0 9828.0 ... 6705.93 9733.0 9697.0 OI
66 OI605 20250916 9517.0 9604.0 ... 224491.13 9516.0 9517.0 OI
67 OI607 20250916 9467.0 9559.0 ... 5254.93 9468.0 9478.0 OI
68 OI609 20250916 9438.0 9532.0 ... 3192.58 9446.0 9456.0 OI
69 PF510 20250916 6344.0 6408.0 ... 14417.59 6378.0 6366.0 PF
70 PF511 20250916 6340.0 6406.0 ... 643537.61 6380.0 6362.0 PF
71 PF512 20250916 6322.0 6384.0 ... 388107.66 6364.0 6340.0 PF
72 PF601 20250916 6374.0 6424.0 ... 28244.74 6400.0 6382.0 PF
73 PF602 20250916 6378.0 6430.0 ... 60187.29 6406.0 6390.0 PF
74 PF603 20250916 6392.0 6434.0 ... 51.36 6420.0 6394.0 PF
75 PF604 20250916 6428.0 6476.0 ... 25.81 6454.0 6444.0 PF
76 PF605 20250916 6474.0 6474.0 ... 9.69 6458.0 6460.0 PF
77 PF606 20250916 0.0 0.0 ... 0.00 6480.0 6480.0 PF
78 PF607 20250916 0.0 0.0 ... 0.00 6502.0 6502.0 PF
79 PF608 20250916 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250916 6580.0 6580.0 ... 6.58 6580.0 6504.0 PF
81 PK510 20250916 7808.0 7826.0 ... 20245.18 7800.0 7808.0 PK
82 PK511 20250916 7720.0 7812.0 ... 572845.33 7766.0 7752.0 PK
83 PK512 20250916 7762.0 7838.0 ... 190587.58 7798.0 7770.0 PK
84 PK601 20250916 7790.0 7840.0 ... 74875.55 7820.0 7798.0 PK
85 PK603 20250916 7828.0 7864.0 ... 188.23 7844.0 7834.0 PK
86 PK604 20250916 7856.0 7870.0 ... 35.38 7862.0 7846.0 PK
87 PK605 20250916 7854.0 7882.0 ... 5056.75 7864.0 7852.0 PK
88 PL601 20250916 6441.0 6483.0 ... 36887.25 6458.0 6434.0 PL
89 PL602 20250916 6498.0 6510.0 ... 181.48 6482.0 6457.0 PL
90 PL603 20250916 0.0 0.0 ... 0.00 6498.0 6498.0 PL
91 PL604 20250916 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250916 6419.0 6435.0 ... 38.57 6428.0 6397.0 PL
93 PL606 20250916 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250916 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250916 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250916 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250916 5844.0 5890.0 ... 2507.76 5866.0 5844.0 PR
104 PR511 20250916 5824.0 5888.0 ... 300113.97 5860.0 5838.0 PR
105 PR512 20250916 5840.0 5892.0 ... 196645.47 5866.0 5846.0 PR
106 PR601 20250916 5836.0 5888.0 ... 85588.42 5860.0 5844.0 PR
107 PR602 20250916 5880.0 5914.0 ... 159.20 5896.0 5880.0 PR
108 PR603 20250916 5890.0 5924.0 ... 115.18 5908.0 5874.0 PR
109 PR604 20250916 0.0 0.0 ... 0.00 5896.0 5890.0 PR
110 PR605 20250916 0.0 0.0 ... 0.00 5904.0 5904.0 PR
111 PR606 20250916 0.0 0.0 ... 0.00 5936.0 5920.0 PR
112 PR607 20250916 0.0 0.0 ... 0.00 5944.0 5936.0 PR
113 PR608 20250916 0.0 0.0 ... 0.00 5946.0 5934.0 PR
114 PR609 20250916 0.0 0.0 ... 0.00 5924.0 5920.0 PR
115 PX510 20250916 6802.0 6830.0 ... 9955.59 6804.0 6788.0 PX
116 PX511 20250916 6758.0 6832.0 ... 588431.51 6788.0 6762.0 PX
117 PX512 20250916 6732.0 6802.0 ... 184748.39 6758.0 6732.0 PX
118 PX601 20250916 6708.0 6770.0 ... 160816.95 6734.0 6712.0 PX
119 PX602 20250916 6702.0 6764.0 ... 33250.17 6728.0 6700.0 PX
120 PX603 20250916 6742.0 6742.0 ... 3.37 6742.0 6690.0 PX
121 PX604 20250916 6760.0 6760.0 ... 3.38 6760.0 6714.0 PX
122 PX605 20250916 6698.0 6750.0 ... 177.90 6714.0 6698.0 PX
123 PX606 20250916 0.0 0.0 ... 0.00 6698.0 6684.0 PX
124 PX607 20250916 6736.0 6736.0 ... 84.20 6736.0 6736.0 PX
125 PX608 20250916 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250916 6722.0 6722.0 ... 3.36 6722.0 6744.0 PX
127 RI511 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250916 2512.0 2545.0 ... 17263.52 2531.0 2516.0 RM
134 RM601 20250916 2504.0 2533.0 ... 714729.48 2517.0 2509.0 RM
135 RM603 20250916 2415.0 2433.0 ... 6123.34 2423.0 2417.0 RM
136 RM605 20250916 2394.0 2408.0 ... 95398.24 2400.0 2399.0 RM
137 RM607 20250916 2380.0 2393.0 ... 9153.32 2385.0 2384.0 RM
138 RM608 20250916 2478.0 2490.0 ... 484.36 2484.0 2484.0 RM
139 RM609 20250916 2468.0 2476.0 ... 575.67 2471.0 2472.0 RM
140 RS511 20250916 5303.0 5330.0 ... 47.75 5306.0 5253.0 RS
141 RS607 20250916 5581.0 5640.0 ... 111.09 5555.0 5546.0 RS
142 RS608 20250916 5586.0 5586.0 ... 133.35 5556.0 5563.0 RS
143 RS609 20250916 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250916 1226.0 1257.0 ... 28596.58 1244.0 1209.0 SA
145 SA511 20250916 1238.0 1270.0 ... 498157.01 1258.0 1224.0 SA
146 SA512 20250916 1305.0 1338.0 ... 318681.85 1324.0 1287.0 SA
147 SA601 20250916 1320.0 1352.0 ... 5275792.91 1337.0 1298.0 SA
148 SA602 20250916 1340.0 1379.0 ... 115822.53 1366.0 1327.0 SA
149 SA603 20250916 1345.0 1384.0 ... 5821.64 1369.0 1332.0 SA
150 SA604 20250916 1382.0 1422.0 ... 2327.09 1409.0 1372.0 SA
151 SA605 20250916 1385.0 1427.0 ... 215884.11 1415.0 1375.0 SA
152 SA606 20250916 1405.0 1433.0 ... 1656.73 1418.0 1389.0 SA
153 SA607 20250916 1397.0 1435.0 ... 3919.79 1420.0 1392.0 SA
154 SA608 20250916 1410.0 1450.0 ... 4517.40 1426.0 1408.0 SA
155 SA609 20250916 1416.0 1458.0 ... 11335.41 1443.0 1411.0 SA
156 SF510 20250916 5572.0 5604.0 ... 13665.49 5572.0 5488.0 SF
157 SF511 20250916 5764.0 5794.0 ... 606574.67 5752.0 5660.0 SF
158 SF512 20250916 5722.0 5754.0 ... 135265.68 5724.0 5622.0 SF
159 SF601 20250916 5722.0 5750.0 ... 229624.81 5716.0 5628.0 SF
160 SF602 20250916 5672.0 5706.0 ... 35318.60 5670.0 5586.0 SF
161 SF603 20250916 5864.0 5874.0 ... 38.06 5856.0 5760.0 SF
162 SF604 20250916 5854.0 5862.0 ... 32.17 5850.0 5726.0 SF
163 SF605 20250916 5820.0 5858.0 ... 3726.56 5824.0 5730.0 SF
164 SF606 20250916 5762.0 5820.0 ... 72.29 5784.0 5696.0 SF
165 SF607 20250916 5900.0 5952.0 ... 100.96 5940.0 5856.0 SF
166 SF608 20250916 5878.0 5908.0 ... 41.25 5894.0 5790.0 SF
167 SF609 20250916 5884.0 5910.0 ... 35.37 5896.0 5788.0 SF
168 SH510 20250916 2492.0 2529.0 ... 35619.56 2506.0 2511.0 SH
169 SH511 20250916 2523.0 2557.0 ... 607466.03 2535.0 2528.0 SH
170 SH512 20250916 2571.0 2602.0 ... 252676.23 2584.0 2561.0 SH
171 SH601 20250916 2576.0 2612.0 ... 2665136.55 2592.0 2566.0 SH
172 SH602 20250916 2599.0 2633.0 ... 125925.89 2614.0 2584.0 SH
173 SH603 20250916 2616.0 2651.0 ... 4414.34 2637.0 2603.0 SH
174 SH604 20250916 2663.0 2696.0 ... 337.72 2680.0 2649.0 SH
175 SH605 20250916 2656.0 2707.0 ... 24698.88 2689.0 2653.0 SH
176 SH606 20250916 2700.0 2715.0 ... 113.69 2707.0 2661.0 SH
177 SH607 20250916 2701.0 2705.0 ... 89.08 2699.0 2666.0 SH
178 SH608 20250916 2710.0 2710.0 ... 24.32 2702.0 2672.0 SH
179 SH609 20250916 2686.0 2716.0 ... 348.43 2701.0 2666.0 SH
180 SM510 20250916 5840.0 5884.0 ... 23489.15 5850.0 5792.0 SM
181 SM511 20250916 5934.0 5974.0 ... 506627.48 5940.0 5864.0 SM
182 SM512 20250916 5932.0 5982.0 ... 101306.79 5948.0 5880.0 SM
183 SM601 20250916 5950.0 5996.0 ... 656513.97 5962.0 5884.0 SM
184 SM602 20250916 5966.0 5994.0 ... 364998.35 5960.0 5876.0 SM
185 SM603 20250916 5970.0 6006.0 ... 337.32 5970.0 5900.0 SM
186 SM604 20250916 5984.0 5992.0 ... 8.98 5990.0 5926.0 SM
187 SM605 20250916 5990.0 6026.0 ... 14076.30 6000.0 5918.0 SM
188 SM606 20250916 6004.0 6018.0 ... 62.84 5986.0 5930.0 SM
189 SM607 20250916 5990.0 6032.0 ... 132.25 6012.0 5934.0 SM
190 SM608 20250916 6010.0 6042.0 ... 63.31 6030.0 5956.0 SM
191 SM609 20250916 6054.0 6062.0 ... 255.39 6010.0 5980.0 SM
192 SR511 20250916 5553.0 5572.0 ... 124230.82 5549.0 5546.0 SR
193 SR601 20250916 5557.0 5572.0 ... 1012615.35 5555.0 5545.0 SR
194 SR603 20250916 5537.0 5559.0 ... 2405.65 5543.0 5532.0 SR
195 SR605 20250916 5530.0 5548.0 ... 53655.44 5532.0 5521.0 SR
196 SR607 20250916 5530.0 5542.0 ... 2538.15 5530.0 5518.0 SR
197 SR609 20250916 5538.0 5555.0 ... 2782.47 5543.0 5530.0 SR
198 TA510 20250916 4646.0 4684.0 ... 33683.31 4662.0 4652.0 TA
199 TA511 20250916 4654.0 4700.0 ... 367365.00 4676.0 4664.0 TA
200 TA512 20250916 4668.0 4712.0 ... 190297.82 4692.0 4676.0 TA
201 TA601 20250916 4674.0 4716.0 ... 1501777.37 4692.0 4684.0 TA
202 TA602 20250916 4690.0 4726.0 ... 18753.38 4704.0 4694.0 TA
203 TA603 20250916 4726.0 4738.0 ... 40.07 4714.0 4708.0 TA
204 TA604 20250916 4736.0 4736.0 ... 51.90 4718.0 4712.0 TA
205 TA605 20250916 4716.0 4756.0 ... 49832.20 4732.0 4718.0 TA
206 TA606 20250916 4750.0 4750.0 ... 2.38 4750.0 4722.0 TA
207 TA607 20250916 4756.0 4770.0 ... 14.28 4760.0 4732.0 TA
208 TA608 20250916 4756.0 4778.0 ... 11.92 4770.0 4766.0 TA
209 TA609 20250916 4770.0 4792.0 ... 54.94 4778.0 4732.0 TA
210 UR510 20250916 1608.0 1608.0 ... 3982.44 1597.0 1596.0 UR
211 UR511 20250916 1683.0 1688.0 ... 52944.57 1672.0 1664.0 UR
212 UR512 20250916 1689.0 1696.0 ... 13165.23 1683.0 1675.0 UR
213 UR601 20250916 1700.0 1704.0 ... 437831.60 1691.0 1679.0 UR
214 UR602 20250916 1693.0 1706.0 ... 369.61 1695.0 1684.0 UR
215 UR603 20250916 1744.0 1744.0 ... 76.45 1737.0 1728.0 UR
216 UR604 20250916 1738.0 1738.0 ... 24.31 1736.0 1726.0 UR
217 UR605 20250916 1746.0 1750.0 ... 14370.06 1740.0 1729.0 UR
218 UR606 20250916 1745.0 1745.0 ... 166.89 1738.0 1729.0 UR
219 UR607 20250916 1770.0 1775.0 ... 183.87 1768.0 1762.0 UR
220 UR608 20250916 1766.0 1768.0 ... 45.86 1764.0 1758.0 UR
221 UR609 20250916 1769.0 1770.0 ... 228.61 1759.0 1751.0 UR
222 WH511 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 16:26:02,538 - future_1d - INFO - ak.get_czce_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 PS2510 20250916 54525.0 ... 54925.0 53505.0 PS
1 PS2511 20250916 55600.0 ... 54630.0 53400.0 PS
2 PS2512 20250916 57990.0 ... 57220.0 55890.0 PS
3 PS2601 20250916 57100.0 ... 57135.0 55780.0 PS
4 PS2602 20250916 57880.0 ... 57140.0 55835.0 PS
5 PS2603 20250916 57885.0 ... 57205.0 55620.0 PS
6 PS2604 20250916 57915.0 ... 57330.0 55840.0 PS
7 PS2605 20250916 57085.0 ... 57310.0 55975.0 PS
8 PS2606 20250916 59000.0 ... 59625.0 58160.0 PS
9 PS2607 20250916 59810.0 ... 59850.0 58285.0 PS
10 PS2608 20250916 59100.0 ... 59695.0 58340.0 PS
11 PS2609 20250916 60425.0 ... 59740.0 57875.0 PS
13 SI2510 20250916 8905.0 ... 8950.0 8755.0 SI
14 SI2511 20250916 9000.0 ... 8970.0 8840.0 SI
15 SI2512 20250916 9500.0 ... 9360.0 9215.0 SI
16 SI2601 20250916 9350.0 ... 9350.0 9205.0 SI
17 SI2602 20250916 9285.0 ... 9385.0 9175.0 SI
18 SI2603 20250916 9340.0 ... 9355.0 9215.0 SI
19 SI2604 20250916 9360.0 ... 9360.0 9215.0 SI
20 SI2605 20250916 9365.0 ... 9370.0 9220.0 SI
21 SI2606 20250916 9385.0 ... 9350.0 9220.0 SI
22 SI2607 20250916 9390.0 ... 9355.0 9260.0 SI
23 SI2608 20250916 9520.0 ... 9380.0 9290.0 SI
24 SI2609 20250916 9440.0 ... 9345.0 9245.0 SI
27 LC2510 20250916 74000.0 ... 73500.0 72160.0 LC
28 LC2511 20250916 73900.0 ... 73620.0 72240.0 LC
29 LC2512 20250916 74440.0 ... 73920.0 72420.0 LC
30 LC2601 20250916 74500.0 ... 73800.0 72420.0 LC
31 LC2602 20250916 74580.0 ... 73720.0 72480.0 LC
32 LC2603 20250916 74500.0 ... 73660.0 72340.0 LC
33 LC2604 20250916 74560.0 ... 74280.0 72720.0 LC
34 LC2605 20250916 74100.0 ... 74240.0 72780.0 LC
35 LC2606 20250916 74860.0 ... 74280.0 72540.0 LC
36 LC2607 20250916 74000.0 ... 73980.0 72520.0 LC
37 LC2608 20250916 74060.0 ... 73740.0 72540.0 LC
38 LC2609 20250916 73920.0 ... 73900.0 72440.0 LC
[36 rows x 12 columns]
2025-09-22 16:26:02,944 - future_1d - INFO - ak.get_gfex_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 a2511 20250916 3935.0 ... 3934.00 3942.00 A
1 a2601 20250916 3938.0 ... 3937.00 3941.00 A
2 a2603 20250916 3943.0 ... 3943.00 3943.00 A
3 a2605 20250916 3996.0 ... 3984.00 3993.00 A
4 a2607 20250916 3988.0 ... 3990.00 3992.00 A
5 a2609 20250916 4004.0 ... 3998.00 4017.00 A
6 b2510 20250916 3695.0 ... 3704.00 3700.00 B
7 b2511 20250916 3731.0 ... 3745.00 3737.00 B
8 b2512 20250916 3766.0 ... 3778.00 3769.00 B
9 b2601 20250916 3756.0 ... 3765.00 3758.00 B
10 b2602 20250916 3742.0 ... 3748.00 3737.00 B
11 b2603 20250916 3695.0 ... 3701.00 3696.00 B
12 b2604 20250916 3591.0 ... 3589.00 3581.00 B
13 b2605 20250916 3515.0 ... 3519.00 3514.00 B
14 b2606 20250916 3492.0 ... 3489.00 3482.00 B
15 b2607 20250916 3486.0 ... 3488.00 3482.00 B
16 b2608 20250916 3583.0 ... 3586.00 3581.00 B
17 b2609 20250916 3610.0 ... 3607.00 3610.00 B
18 bb2511 20250916 142.0 ... 142.25 142.05 BB
19 bb2601 20250916 147.3 ... 147.30 146.60 BB
20 bb2603 20250916 147.0 ... 146.90 146.80 BB
21 bb2605 20250916 0.0 ... 141.90 141.85 BB
22 bb2607 20250916 0.0 ... 146.70 146.65 BB
23 bb2609 20250916 0.0 ... 146.70 146.65 BB
24 bz2603 20250916 6025.0 ... 6078.00 6021.00 BZ
25 bz2604 20250916 6048.0 ... 6069.00 6007.00 BZ
26 bz2605 20250916 6072.0 ... 6072.00 6039.00 BZ
27 bz2606 20250916 0.0 ... 6008.00 6008.00 BZ
28 bz2607 20250916 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250916 0.0 ... 5955.00 5955.00 BZ
30 c2511 20250916 2167.0 ... 2169.00 2178.00 C
31 c2601 20250916 2156.0 ... 2158.00 2159.00 C
32 c2603 20250916 2172.0 ... 2173.00 2176.00 C
33 c2605 20250916 2227.0 ... 2231.00 2232.00 C
34 c2607 20250916 2242.0 ... 2246.00 2247.00 C
35 c2609 20250916 2257.0 ... 2262.00 2258.00 C
36 cs2511 20250916 2444.0 ... 2445.00 2457.00 CS
37 cs2601 20250916 2471.0 ... 2475.00 2481.00 CS
38 cs2603 20250916 2488.0 ... 2485.00 2490.00 CS
39 cs2605 20250916 2570.0 ... 2568.00 2574.00 CS
40 cs2607 20250916 2580.0 ... 2575.00 2581.00 CS
41 cs2609 20250916 2592.0 ... 2592.00 2588.00 CS
42 eb2509 20250916 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250916 7108.0 ... 7158.00 7072.00 EB
44 eb2511 20250916 7104.0 ... 7170.00 7083.00 EB
45 eb2512 20250916 7112.0 ... 7175.00 7093.00 EB
46 eb2601 20250916 7135.0 ... 7195.00 7116.00 EB
47 eb2602 20250916 7167.0 ... 7216.00 7142.00 EB
48 eb2603 20250916 7212.0 ... 7237.00 7183.00 EB
49 eb2604 20250916 7272.0 ... 7272.00 7214.00 EB
50 eb2605 20250916 7264.0 ... 7288.00 7226.00 EB
51 eb2606 20250916 7297.0 ... 7297.00 7169.00 EB
52 eb2607 20250916 7297.0 ... 7314.00 7185.00 EB
53 eb2608 20250916 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250916 0.0 ... 4338.00 4338.00 EG
55 eg2510 20250916 4310.0 ... 4314.00 4308.00 EG
56 eg2511 20250916 4274.0 ... 4291.00 4274.00 EG
57 eg2512 20250916 4314.0 ... 4306.00 4268.00 EG
58 eg2601 20250916 4292.0 ... 4298.00 4277.00 EG
59 eg2602 20250916 4296.0 ... 4308.00 4269.00 EG
60 eg2603 20250916 4315.0 ... 4302.00 4278.00 EG
61 eg2604 20250916 4345.0 ... 4340.00 4317.00 EG
62 eg2605 20250916 4325.0 ... 4349.00 4327.00 EG
63 eg2606 20250916 0.0 ... 4332.00 4332.00 EG
64 eg2607 20250916 0.0 ... 4343.00 4358.00 EG
65 eg2608 20250916 0.0 ... 4402.00 4402.00 EG
66 fb2510 20250916 1275.0 ... 1269.00 1266.50 FB
67 fb2511 20250916 1262.0 ... 1257.00 1257.50 FB
68 fb2512 20250916 1272.0 ... 1263.50 1263.00 FB
69 fb2601 20250916 1260.0 ... 1255.50 1255.00 FB
70 fb2602 20250916 1249.5 ... 1249.50 1249.00 FB
71 fb2603 20250916 1249.0 ... 1250.50 1249.00 FB
72 fb2604 20250916 1252.0 ... 1252.00 1254.50 FB
73 fb2605 20250916 0.0 ... 1301.50 1301.50 FB
74 fb2606 20250916 0.0 ... 1330.00 1330.00 FB
75 fb2607 20250916 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250916 0.0 ... 1285.00 1285.00 FB
77 fb2609 20250916 0.0 ... 1296.00 1296.00 FB
78 i2510 20250916 817.5 ... 824.50 818.50 I
79 i2511 20250916 812.5 ... 819.00 810.50 I
80 i2512 20250916 806.5 ... 814.00 805.00 I
81 i2601 20250916 800.0 ... 805.50 797.00 I
82 i2602 20250916 793.0 ... 800.50 791.50 I
83 i2603 20250916 787.5 ... 795.00 786.00 I
84 i2604 20250916 783.0 ... 791.00 782.00 I
85 i2605 20250916 778.5 ... 783.50 775.00 I
86 i2606 20250916 771.5 ... 777.50 769.50 I
87 i2607 20250916 767.0 ... 773.50 765.50 I
88 i2608 20250916 762.5 ... 768.50 761.50 I
89 i2609 20250916 753.5 ... 764.00 757.50 I
90 j2510 20250916 1600.0 ... 1628.50 1564.50 J
91 j2511 20250916 1631.0 ... 1662.00 1600.00 J
92 j2512 20250916 1676.0 ... 1690.00 1629.50 J
93 j2601 20250916 1689.0 ... 1726.50 1664.50 J
94 j2602 20250916 1754.0 ... 1755.00 1684.00 J
95 j2603 20250916 0.0 ... 1721.50 1689.50 J
96 j2604 20250916 0.0 ... 1814.00 1758.00 J
97 j2605 20250916 1819.5 ... 1868.50 1809.00 J
98 j2606 20250916 1879.0 ... 1887.00 1806.00 J
99 j2607 20250916 1900.5 ... 1900.50 1810.00 J
100 j2608 20250916 1906.0 ... 1906.00 1817.50 J
101 j2609 20250916 1908.5 ... 1911.50 1845.00 J
102 jd2509 20250916 3201.0 ... 3265.00 3230.00 JD
103 jd2510 20250916 3141.0 ... 3116.00 3121.00 JD
104 jd2511 20250916 3150.0 ... 3132.00 3140.00 JD
105 jd2512 20250916 3240.0 ... 3232.00 3241.00 JD
106 jd2601 20250916 3370.0 ... 3382.00 3377.00 JD
107 jd2602 20250916 3123.0 ... 3121.00 3117.00 JD
108 jd2603 20250916 3133.0 ... 3133.00 3127.00 JD
109 jd2604 20250916 3304.0 ... 3308.00 3294.00 JD
110 jd2605 20250916 3402.0 ... 3422.00 3389.00 JD
111 jd2606 20250916 3205.0 ... 3228.00 3206.00 JD
112 jd2607 20250916 3460.0 ... 3476.00 3452.00 JD
113 jd2608 20250916 3898.0 ... 3905.00 3903.00 JD
114 jm2510 20250916 1005.0 ... 1037.00 993.50 JM
115 jm2511 20250916 1070.5 ... 1102.50 1054.00 JM
116 jm2512 20250916 1143.5 ... 1170.50 1115.50 JM
117 jm2601 20250916 1200.0 ... 1228.50 1172.00 JM
118 jm2602 20250916 1213.5 ... 1258.50 1200.00 JM
119 jm2603 20250916 1242.0 ... 1280.50 1222.50 JM
120 jm2604 20250916 1264.5 ... 1304.50 1240.00 JM
121 jm2605 20250916 1296.0 ... 1324.00 1264.50 JM
122 jm2606 20250916 1313.5 ... 1339.00 1274.50 JM
123 jm2607 20250916 1330.0 ... 1349.50 1279.00 JM
124 jm2608 20250916 1330.0 ... 1358.50 1290.00 JM
125 jm2609 20250916 1344.0 ... 1371.50 1292.00 JM
126 l2510 20250916 7138.0 ... 7177.00 7134.00 L
127 l2511 20250916 7184.0 ... 7209.00 7170.00 L
128 l2512 20250916 7222.0 ... 7239.00 7198.00 L
129 l2601 20250916 7232.0 ... 7260.00 7202.00 L
130 l2602 20250916 7226.0 ... 7246.00 7197.00 L
131 l2603 20250916 7255.0 ... 7262.00 7201.00 L
132 l2604 20250916 7268.0 ... 7284.00 7239.00 L
133 l2605 20250916 7244.0 ... 7284.00 7212.00 L
134 l2606 20250916 7270.0 ... 7283.00 7256.00 L
135 l2607 20250916 7280.0 ... 7296.00 7244.00 L
136 l2608 20250916 7288.0 ... 7306.00 7235.00 L
137 l2609 20250916 7256.0 ... 7299.00 7259.00 L
138 lg2509 20250916 762.5 ... 768.00 761.00 LG
139 lg2511 20250916 806.0 ... 806.50 799.50 LG
140 lg2601 20250916 824.0 ... 820.50 817.50 LG
141 lg2603 20250916 831.0 ... 826.50 824.00 LG
142 lg2605 20250916 838.0 ... 832.50 829.50 LG
143 lg2607 20250916 837.0 ... 833.00 834.00 LG
144 lh2509 20250916 13110.0 ... 13100.00 13100.00 LH
145 lh2511 20250916 13325.0 ... 13210.00 13200.00 LH
146 lh2601 20250916 13850.0 ... 13725.00 13660.00 LH
147 lh2603 20250916 13080.0 ... 13025.00 13005.00 LH
148 lh2605 20250916 13625.0 ... 13555.00 13510.00 LH
149 lh2607 20250916 14295.0 ... 14240.00 14220.00 LH
150 m2511 20250916 3013.0 ... 3015.00 3022.00 M
151 m2512 20250916 3062.0 ... 3064.00 3072.00 M
152 m2601 20250916 3046.0 ... 3046.00 3051.00 M
153 m2603 20250916 2991.0 ... 2986.00 2992.00 M
154 m2605 20250916 2806.0 ... 2807.00 2810.00 M
155 m2607 20250916 2784.0 ... 2786.00 2788.00 M
156 m2608 20250916 2912.0 ... 2912.00 2915.00 M
157 m2609 20250916 2921.0 ... 2918.00 2922.00 M
158 p2510 20250916 9352.0 ... 9406.00 9310.00 P
159 p2511 20250916 9392.0 ... 9432.00 9332.00 P
160 p2512 20250916 9428.0 ... 9462.00 9348.00 P
161 p2601 20250916 9442.0 ... 9484.00 9370.00 P
162 p2602 20250916 9400.0 ... 9434.00 9298.00 P
163 p2603 20250916 9342.0 ... 9404.00 9280.00 P
164 p2604 20250916 9344.0 ... 9326.00 9218.00 P
165 p2605 20250916 9190.0 ... 9242.00 9132.00 P
166 p2606 20250916 9106.0 ... 9126.00 9042.00 P
167 p2607 20250916 9036.0 ... 9020.00 8958.00 P
168 p2608 20250916 8946.0 ... 8954.00 8884.00 P
169 p2609 20250916 8856.0 ... 8882.00 8862.00 P
170 pg2509 20250916 0.0 ... 3750.00 3779.00 PG
171 pg2510 20250916 4514.0 ... 4494.00 4513.00 PG
172 pg2511 20250916 4459.0 ... 4440.00 4455.00 PG
173 pg2512 20250916 4393.0 ... 4377.00 4387.00 PG
174 pg2601 20250916 4323.0 ... 4313.00 4320.00 PG
175 pg2602 20250916 4259.0 ... 4242.00 4249.00 PG
176 pg2603 20250916 4175.0 ... 4151.00 4160.00 PG
177 pg2604 20250916 4490.0 ... 4476.00 4499.00 PG
178 pg2605 20250916 4402.0 ... 4385.00 4411.00 PG
179 pg2606 20250916 4339.0 ... 4323.00 4345.00 PG
180 pg2607 20250916 4276.0 ... 4270.00 4285.00 PG
181 pg2608 20250916 4214.0 ... 4204.00 4225.00 PG
182 pp2510 20250916 6876.0 ... 6887.00 6848.00 PP
183 pp2511 20250916 6899.0 ... 6922.00 6882.00 PP
184 pp2512 20250916 6935.0 ... 6959.00 6918.00 PP
185 pp2601 20250916 6970.0 ... 6992.00 6946.00 PP
186 pp2602 20250916 6951.0 ... 6966.00 6928.00 PP
187 pp2603 20250916 6962.0 ... 6958.00 6933.00 PP
188 pp2604 20250916 6968.0 ... 6979.00 6949.00 PP
189 pp2605 20250916 6980.0 ... 7010.00 6969.00 PP
190 pp2606 20250916 6956.0 ... 6966.00 6940.00 PP
191 pp2607 20250916 6939.0 ... 6945.00 6925.00 PP
192 pp2608 20250916 6929.0 ... 6944.00 6894.00 PP
193 pp2609 20250916 6968.0 ... 6976.00 6958.00 PP
194 rr2510 20250916 3592.0 ... 3594.00 3593.00 RR
195 rr2511 20250916 3600.0 ... 3602.00 3600.00 RR
196 rr2512 20250916 3601.0 ... 3598.00 3601.00 RR
197 rr2601 20250916 3616.0 ... 3617.00 3622.00 RR
198 rr2602 20250916 3601.0 ... 3597.00 3606.00 RR
199 rr2603 20250916 0.0 ... 3610.00 3613.00 RR
200 rr2604 20250916 3606.0 ... 3607.00 3617.00 RR
201 rr2605 20250916 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250916 0.0 ... 3597.00 3597.00 RR
203 rr2607 20250916 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250916 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250916 0.0 ... 3614.00 3614.00 RR
206 v2510 20250916 4810.0 ... 4849.00 4791.00 V
207 v2511 20250916 4848.0 ... 4882.00 4824.00 V
208 v2512 20250916 4892.0 ... 4921.00 4870.00 V
209 v2601 20250916 4934.0 ... 4964.00 4898.00 V
210 v2602 20250916 4968.0 ... 4998.00 4940.00 V
211 v2603 20250916 5004.0 ... 5028.00 4965.00 V
212 v2604 20250916 5220.0 ... 5233.00 5178.00 V
213 v2605 20250916 5231.0 ... 5270.00 5196.00 V
214 v2606 20250916 5278.0 ... 5302.00 5228.00 V
215 v2607 20250916 5294.0 ... 5327.00 5261.00 V
216 v2608 20250916 5322.0 ... 5368.00 5291.00 V
217 v2609 20250916 5349.0 ... 5384.00 5312.00 V
218 y2511 20250916 8414.0 ... 8446.00 8384.00 Y
219 y2512 20250916 8436.0 ... 8462.00 8404.00 Y
220 y2601 20250916 8398.0 ... 8418.00 8356.00 Y
221 y2603 20250916 8328.0 ... 8336.00 8274.00 Y
222 y2605 20250916 8090.0 ... 8122.00 8056.00 Y
223 y2607 20250916 8058.0 ... 8076.00 8010.00 Y
224 y2608 20250916 8120.0 ... 8078.00 8016.00 Y
225 y2609 20250916 8128.0 ... 8086.00 7998.00 Y
[226 rows x 12 columns]
2025-09-22 16:26:03,532 - future_1d - INFO - ak.get_dce_daily('2025-09-16') done
2025-09-22 16:26:05,300 - future_1d - INFO - save future_daily 2025-09-16 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250917 7151.000 ... 7244.200 7162.000 IC
1 IC2510 20250917 7120.000 ... 7186.400 7103.600 IC
2 IC2512 20250917 6990.000 ... 7068.600 6994.200 IC
3 IC2603 20250917 6835.200 ... 6904.600 6836.200 IC
4 IF2509 20250917 4518.000 ... 4548.400 4517.000 IF
5 IF2510 20250917 4505.000 ... 4538.200 4507.000 IF
6 IF2512 20250917 4493.800 ... 4514.600 4486.600 IF
7 IF2603 20250917 4466.600 ... 4488.200 4462.600 IF
8 IH2509 20250917 2951.200 ... 2953.600 2950.400 IH
9 IH2510 20250917 2952.800 ... 2952.000 2949.400 IH
10 IH2512 20250917 2953.200 ... 2952.800 2950.800 IH
11 IH2603 20250917 2955.000 ... 2956.200 2954.600 IH
12 IM2509 20250917 7453.000 ... 7544.200 7454.000 IM
13 IM2510 20250917 7395.000 ... 7477.800 7384.200 IM
14 IM2512 20250917 7248.000 ... 7324.000 7232.200 IM
15 IM2603 20250917 7039.000 ... 7119.600 7026.800 IM
16 T2512 20250917 107.985 ... 108.135 108.010 T
17 T2603 20250917 107.660 ... 107.845 107.685 T
18 T2606 20250917 107.475 ... 107.670 107.515 T
19 TF2512 20250917 105.760 ... 105.870 105.780 TF
20 TF2603 20250917 105.645 ... 105.730 105.650 TF
21 TF2606 20250917 105.560 ... 105.645 105.535 TF
22 TL2512 20250917 115.440 ... 115.820 115.520 TL
23 TL2603 20250917 115.180 ... 115.490 115.180 TL
24 TL2606 20250917 115.020 ... 115.420 115.120 TL
25 TS2512 20250917 102.406 ... 102.450 102.410 TS
26 TS2603 20250917 102.334 ... 102.366 102.346 TS
27 TS2606 20250917 102.296 ... 102.324 102.302 TS
[28 rows x 12 columns]
2025-09-22 16:26:11,309 - future_1d - INFO - ak.get_cffex_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 SC2510 20250917 498.6 ... 498.4 492.1 SC
1 SC2511 20250917 499.5 ... 499.8 493.5 SC
2 SC2512 20250917 496 ... 496.8 491.1 SC
3 SC2601 20250917 495.5 ... 494.7 490.1 SC
4 SC2602 20250917 492.5 ... 492.1 488 SC
5 SC2603 20250917 491.5 ... 491.8 487.7 SC
6 SC2604 20250917 490.2 ... 490.3 486.4 SC
7 SC2605 20250917 489.8 ... 490.5 486.3 SC
8 SC2606 20250917 487 ... 489.4 485.6 SC
9 SC2607 20250917 488 ... 488.3 485.7 SC
10 SC2608 20250917 487.5 ... 487.5 484.2 SC
11 SC2609 20250917 484 ... 484 481.9 SC
12 SC2612 20250917 481.4 ... 481 479.8 SC
13 SC2703 20250917 ... 475.1 474.6 SC
14 SC2706 20250917 ... 476.8 474.7 SC
15 SC2709 20250917 ... 473.2 473.2 SC
16 SC2712 20250917 473.7 ... 473.7 472.1 SC
17 SC2803 20250917 ... 473.6 473.6 SC
18 SC2806 20250917 474.8 ... 473 471.1 SC
19 SC2809 20250917 ... 469 469 SC
21 LU2510 20250917 3387 ... 3422 3370 LU
22 LU2511 20250917 3425 ... 3447 3396 LU
23 LU2512 20250917 3418 ... 3429 3377 LU
24 LU2601 20250917 3391 ... 3421 3369 LU
25 LU2602 20250917 3384 ... 3410 3354 LU
26 LU2603 20250917 3375 ... 3387 3350 LU
27 LU2604 20250917 3374 ... 3389 3349 LU
28 LU2605 20250917 3378 ... 3388 3341 LU
29 LU2606 20250917 3390 ... 3399 3348 LU
30 LU2607 20250917 3369 ... 3379 3342 LU
31 LU2608 20250917 3370 ... 3378 3343 LU
32 LU2609 20250917 3361 ... 3360 3336 LU
34 NR2510 20250917 12675 ... 12570 12640 NR
35 NR2511 20250917 12715 ... 12595 12690 NR
36 NR2512 20250917 12750 ... 12630 12725 NR
37 NR2601 20250917 12740 ... 12660 12755 NR
38 NR2602 20250917 12770 ... 12650 12785 NR
39 NR2603 20250917 12755 ... 12635 12780 NR
40 NR2604 20250917 12765 ... 12665 12795 NR
41 NR2605 20250917 12735 ... 12670 12825 NR
42 NR2606 20250917 ... 12635 12635 NR
43 NR2607 20250917 ... 12655 12655 NR
44 NR2608 20250917 ... 12685 12685 NR
45 NR2609 20250917 ... 12685 12685 NR
47 BC2510 20250917 71940 ... 71650 72020 BC
48 BC2511 20250917 72050 ... 71640 72070 BC
49 BC2512 20250917 71670 ... 71670 72120 BC
50 BC2601 20250917 ... 72000 72000 BC
51 BC2602 20250917 ... 71650 71650 BC
52 BC2603 20250917 ... 71950 71950 BC
53 BC2604 20250917 ... 71550 71550 BC
54 BC2605 20250917 ... 71550 71550 BC
55 BC2606 20250917 ... 71500 71500 BC
56 BC2607 20250917 ... 71560 71560 BC
57 BC2608 20250917 ... 71550 71550 BC
58 BC2609 20250917 ... 71550 71550 BC
60 EC2510 20250917 1150 ... 1129.4 1189.6 EC
61 EC2512 20250917 1664 ... 1665.3 1710.7 EC
62 EC2602 20250917 1588 ... 1572.8 1583.1 EC
63 EC2604 20250917 1283.7 ... 1278.3 1283.3 EC
64 EC2606 20250917 1460 ... 1460.7 1459 EC
65 EC2608 20250917 1620 ... 1618.6 1622 EC
68 SC_TAS2510 20250917 ... SC_TAS
69 SC_TAS2511 20250917 ... SC_TAS
70 SC_TAS2512 20250917 ... SC_TAS
71 SC_TAS2601 20250917 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 16:26:11,373 - future_1d - INFO - ak.get_ine_daily('2025-09-17') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250917 ... 80720 81090 CU
1 1 CU2511 20250917 ... 80750 81090 CU
2 2 CU2512 20250917 ... 80730 81090 CU
3 3 CU2601 20250917 ... 80730 81150 CU
4 4 CU2602 20250917 ... 80720 81190 CU
5 5 CU2603 20250917 ... 80730 81130 CU
6 6 CU2604 20250917 ... 80700 81120 CU
7 7 CU2605 20250917 ... 80830 80980 CU
8 8 CU2606 20250917 ... 80700 81080 CU
9 9 CU2607 20250917 ... 80680 81060 CU
10 10 CU2608 20250917 ... 80600 81100 CU
11 11 CU2609 20250917 ... 80650 81100 CU
12 12 BC2510 20250917 ... 71650 72020 BC
13 13 BC2511 20250917 ... 71640 72070 BC
14 14 BC2512 20250917 ... 71670 72120 BC
15 15 BC2601 20250917 ... 72000 72000 BC
16 16 BC2602 20250917 ... 71650 71650 BC
17 17 BC2603 20250917 ... 71950 71950 BC
18 18 BC2604 20250917 ... 71550 71550 BC
19 19 BC2605 20250917 ... 71550 71550 BC
20 20 BC2606 20250917 ... 71500 71500 BC
21 21 BC2607 20250917 ... 71560 71560 BC
22 22 BC2608 20250917 ... 71550 71550 BC
23 23 BC2609 20250917 ... 71550 71550 BC
24 24 AL2510 20250917 ... 20965 20990 AL
25 25 AL2511 20250917 ... 20980 21010 AL
26 26 AL2512 20250917 ... 20965 20985 AL
27 27 AL2601 20250917 ... 20940 20960 AL
28 28 AL2602 20250917 ... 20930 20965 AL
29 29 AL2603 20250917 ... 20935 20990 AL
30 30 AL2604 20250917 ... 20955 21015 AL
31 31 AL2605 20250917 ... 20965 21040 AL
32 32 AL2606 20250917 ... 20960 21005 AL
33 33 AL2607 20250917 ... 20950 21035 AL
34 34 AL2608 20250917 ... 20960 20965 AL
35 35 AL2609 20250917 ... 21010 20985 AL
36 36 ZN2510 20250917 ... 22280 22300 ZN
37 37 ZN2511 20250917 ... 22285 22315 ZN
38 38 ZN2512 20250917 ... 22300 22330 ZN
39 39 ZN2601 20250917 ... 22330 22360 ZN
40 40 ZN2602 20250917 ... 22370 22370 ZN
41 41 ZN2603 20250917 ... 22360 22370 ZN
42 42 ZN2604 20250917 ... 22410 22420 ZN
43 43 ZN2605 20250917 ... 22410 22430 ZN
44 44 ZN2606 20250917 ... 22445 22490 ZN
45 45 ZN2607 20250917 ... 22465 22460 ZN
46 46 ZN2608 20250917 ... 22460 22480 ZN
47 47 ZN2609 20250917 ... 22475 22450 ZN
48 48 PB2510 20250917 ... 17080 17080 PB
49 49 PB2511 20250917 ... 17095 17100 PB
50 50 PB2512 20250917 ... 17105 17105 PB
51 51 PB2601 20250917 ... 17115 17115 PB
52 52 PB2602 20250917 ... 17125 17120 PB
53 53 PB2603 20250917 ... 17190 17130 PB
54 54 PB2604 20250917 ... 17195 17205 PB
55 55 PB2605 20250917 ... 17170 17170 PB
56 56 PB2606 20250917 ... 17145 17105 PB
57 57 PB2607 20250917 ... 17150 17155 PB
58 58 PB2608 20250917 ... 17220 17165 PB
59 59 PB2609 20250917 ... 17220 17165 PB
60 60 NI2510 20250917 ... 122030 122790 NI
61 61 NI2511 20250917 ... 122160 122930 NI
62 62 NI2512 20250917 ... 122290 123120 NI
63 63 NI2601 20250917 ... 122520 123300 NI
64 64 NI2602 20250917 ... 122720 123650 NI
65 65 NI2603 20250917 ... 122830 123590 NI
66 66 NI2604 20250917 ... 122970 123800 NI
67 67 NI2605 20250917 ... 123320 124130 NI
68 68 NI2606 20250917 ... 123320 124360 NI
69 69 NI2607 20250917 ... 123610 124590 NI
70 70 NI2608 20250917 ... 124070 125030 NI
71 71 NI2609 20250917 ... 124300 124490 NI
72 72 SN2510 20250917 ... 273090 272740 SN
73 73 SN2511 20250917 ... 273310 273020 SN
74 74 SN2512 20250917 ... 273260 273040 SN
75 75 SN2601 20250917 ... 272970 273310 SN
76 76 SN2602 20250917 ... 273360 273130 SN
77 77 SN2603 20250917 ... 272790 273430 SN
78 78 SN2604 20250917 ... 274190 273380 SN
79 79 SN2605 20250917 ... 273160 273620 SN
80 80 SN2606 20250917 ... 272960 274060 SN
81 81 SN2607 20250917 ... 273500 275180 SN
82 82 SN2608 20250917 ... 273820 275620 SN
83 83 SN2609 20250917 ... 274140 275630 SN
84 84 AO2510 20250917 ... 2917 2957 AO
85 85 AO2511 20250917 ... 2920 2964 AO
86 86 AO2512 20250917 ... 2934 2979 AO
87 87 AO2601 20250917 ... 2941 2989 AO
88 88 AO2602 20250917 ... 2947 2996 AO
89 89 AO2603 20250917 ... 3018 3052 AO
90 90 AO2604 20250917 ... 3022 3063 AO
91 91 AO2605 20250917 ... 3027 3066 AO
92 92 AO2606 20250917 ... 3035 3077 AO
93 93 AO2607 20250917 ... 3050 3084 AO
94 94 AO2608 20250917 ... 3051 3091 AO
95 95 AO2609 20250917 ... 3069 3107 AO
96 96 AD2511 20250917 ... 20480 20505 AD
97 97 AD2512 20250917 ... 20515 20525 AD
98 98 AD2601 20250917 ... 20540 20550 AD
99 99 AD2602 20250917 ... 20540 20540 AD
100 100 AD2603 20250917 ... 20500 20500 AD
101 101 AD2604 20250917 ... 20485 20485 AD
102 102 AD2605 20250917 ... 20520 20520 AD
103 103 AD2606 20250917 ... 20455 20455 AD
104 104 AD2607 20250917 ... 20510 20510 AD
105 105 AD2608 20250917 ... 20515 20515 AD
106 106 AD2609 20250917 ... 20515 20515 AD
107 107 AU2510 20250917 ... 839 838.12 AU
108 108 AU2511 20250917 ... 839.9 839.4 AU
109 109 AU2512 20250917 ... 841.3 840.76 AU
110 110 AU2602 20250917 ... 843.8 843.2 AU
111 111 AU2604 20250917 ... 846.48 845.18 AU
112 112 AU2606 20250917 ... 848.26 847.54 AU
113 113 AU2608 20250917 ... 850.82 850.08 AU
114 114 AU2610 20250917 ... 853.12 852.26 AU
115 115 AG2510 20250917 ... 10014 10084 AG
116 116 AG2511 20250917 ... 10025 10095 AG
117 117 AG2512 20250917 ... 10030 10111 AG
118 118 AG2601 20250917 ... 10048 10121 AG
119 119 AG2602 20250917 ... 10059 10131 AG
120 120 AG2603 20250917 ... 10069 10146 AG
121 121 AG2604 20250917 ... 10087 10143 AG
122 122 AG2605 20250917 ... 10088 10175 AG
123 123 AG2606 20250917 ... 10098 10188 AG
124 124 AG2607 20250917 ... 10116 10204 AG
125 125 AG2608 20250917 ... 10136 10214 AG
126 126 AG2609 20250917 ... 10132 10233 AG
127 127 RB2510 20250917 ... 3061 3070 RB
128 128 RB2511 20250917 ... 3080 3089 RB
129 129 RB2512 20250917 ... 3133 3134 RB
130 130 RB2601 20250917 ... 3155 3166 RB
131 131 RB2602 20250917 ... 3157 3176 RB
132 132 RB2603 20250917 ... 3180 3193 RB
133 133 RB2604 20250917 ... 3206 3221 RB
134 134 RB2605 20250917 ... 3226 3234 RB
135 135 RB2606 20250917 ... 3241 3248 RB
136 136 RB2607 20250917 ... 3258 3263 RB
137 137 RB2608 20250917 ... 3258 3269 RB
138 138 RB2609 20250917 ... 3270 3277 RB
139 139 WR2510 20250917 ... 3288 3306 WR
140 140 WR2511 20250917 ... 3302 3302 WR
141 141 WR2512 20250917 ... 3324 3324 WR
142 142 WR2601 20250917 ... 3349 3357 WR
143 143 WR2602 20250917 ... 3358 3358 WR
144 144 WR2603 20250917 ... 3395 3395 WR
145 145 WR2604 20250917 ... 3389 3389 WR
146 146 WR2605 20250917 ... 3414 3414 WR
147 147 WR2606 20250917 ... 3372 3372 WR
148 148 WR2607 20250917 ... 3390 3390 WR
149 149 WR2608 20250917 ... 3399 3399 WR
150 150 WR2609 20250917 ... 3558 3581 WR
151 151 HC2510 20250917 ... 3413 3431 HC
152 152 HC2511 20250917 ... 3401 3420 HC
153 153 HC2512 20250917 ... 3391 3409 HC
154 154 HC2601 20250917 ... 3384 3403 HC
155 155 HC2602 20250917 ... 3390 3407 HC
156 156 HC2603 20250917 ... 3385 3405 HC
157 157 HC2604 20250917 ... 3388 3407 HC
158 158 HC2605 20250917 ... 3395 3410 HC
159 159 HC2606 20250917 ... 3394 3414 HC
160 160 HC2607 20250917 ... 3407 3420 HC
161 161 HC2608 20250917 ... 3410 3423 HC
162 162 HC2609 20250917 ... 3412 3419 HC
163 163 SS2510 20250917 ... 12825 12955 SS
164 164 SS2511 20250917 ... 12935 13055 SS
165 165 SS2512 20250917 ... 12980 13090 SS
166 166 SS2601 20250917 ... 13055 13155 SS
167 167 SS2602 20250917 ... 13115 13220 SS
168 168 SS2603 20250917 ... 13165 13250 SS
169 169 SS2604 20250917 ... 13245 13325 SS
170 170 SS2605 20250917 ... 13320 13410 SS
171 171 SS2606 20250917 ... 13350 13435 SS
172 172 SS2607 20250917 ... 13405 13450 SS
173 173 SS2608 20250917 ... 13445 13575 SS
174 174 SS2609 20250917 ... 13515 13605 SS
175 175 SC2510 20250917 ... 498.4 492.1 SC
176 176 SC2511 20250917 ... 499.8 493.5 SC
177 177 SC2512 20250917 ... 496.8 491.1 SC
178 178 SC2601 20250917 ... 494.7 490.1 SC
179 179 SC2602 20250917 ... 492.1 488 SC
180 180 SC2603 20250917 ... 491.8 487.7 SC
181 181 SC2604 20250917 ... 490.3 486.4 SC
182 182 SC2605 20250917 ... 490.5 486.3 SC
183 183 SC2606 20250917 ... 489.4 485.6 SC
184 184 SC2607 20250917 ... 488.3 485.7 SC
185 185 SC2608 20250917 ... 487.5 484.2 SC
186 186 SC2609 20250917 ... 484 481.9 SC
187 187 SC2612 20250917 ... 481 479.8 SC
188 188 SC2703 20250917 ... 475.1 474.6 SC
189 189 SC2706 20250917 ... 476.8 474.7 SC
190 190 SC2709 20250917 ... 473.2 473.2 SC
191 191 SC2712 20250917 ... 473.7 472.1 SC
192 192 SC2803 20250917 ... 473.6 473.6 SC
193 193 SC2806 20250917 ... 473 471.1 SC
194 194 SC2809 20250917 ... 469 469 SC
195 195 LU2510 20250917 ... 3422 3370 LU
196 196 LU2511 20250917 ... 3447 3396 LU
197 197 LU2512 20250917 ... 3429 3377 LU
198 198 LU2601 20250917 ... 3421 3369 LU
199 199 LU2602 20250917 ... 3410 3354 LU
200 200 LU2603 20250917 ... 3387 3350 LU
201 201 LU2604 20250917 ... 3389 3349 LU
202 202 LU2605 20250917 ... 3388 3341 LU
203 203 LU2606 20250917 ... 3399 3348 LU
204 204 LU2607 20250917 ... 3379 3342 LU
205 205 LU2608 20250917 ... 3378 3343 LU
206 206 LU2609 20250917 ... 3360 3336 LU
207 207 FU2510 20250917 ... 2857 2829 FU
208 208 FU2511 20250917 ... 2863 2830 FU
209 209 FU2512 20250917 ... 2847 2815 FU
210 210 FU2601 20250917 ... 2833 2799 FU
211 211 FU2602 20250917 ... 2812 2781 FU
212 212 FU2603 20250917 ... 2803 2771 FU
213 213 FU2604 20250917 ... 2796 2767 FU
214 214 FU2605 20250917 ... 2785 2751 FU
215 215 FU2606 20250917 ... 2774 2744 FU
216 216 FU2607 20250917 ... 2754 2730 FU
217 217 FU2608 20250917 ... 2746 2723 FU
218 218 FU2609 20250917 ... 2723 2703 FU
219 219 BU2510 20250917 ... 3448 3437 BU
220 220 BU2511 20250917 ... 3439 3425 BU
221 221 BU2512 20250917 ... 3401 3384 BU
222 222 BU2601 20250917 ... 3382 3367 BU
223 223 BU2602 20250917 ... 3380 3366 BU
224 224 BU2603 20250917 ... 3383 3355 BU
225 225 BU2604 20250917 ... 3375 3340 BU
226 226 BU2605 20250917 ... 3374 3359 BU
227 227 BU2606 20250917 ... 3374 3358 BU
228 228 BU2607 20250917 ... 3363 3353 BU
229 229 BU2608 20250917 ... 3367 3350 BU
230 230 BU2609 20250917 ... 3357 3345 BU
231 231 BU2612 20250917 ... 3321 3308 BU
232 232 BU2703 20250917 ... 3325 3311 BU
233 233 BU2706 20250917 ... 3325 3319 BU
234 234 BU2709 20250917 ... 3314 3308 BU
235 235 BR2510 20250917 ... 11665 11710 BR
236 236 BR2511 20250917 ... 11620 11670 BR
237 237 BR2512 20250917 ... 11620 11660 BR
238 238 BR2601 20250917 ... 11625 11670 BR
239 239 BR2602 20250917 ... 11605 11635 BR
240 240 BR2603 20250917 ... 11640 11680 BR
241 241 BR2604 20250917 ... 11670 11690 BR
242 242 BR2605 20250917 ... 11635 11735 BR
243 243 BR2606 20250917 ... 11775 11775 BR
244 244 BR2607 20250917 ... 11880 11885 BR
245 245 BR2608 20250917 ... 11855 11900 BR
246 246 BR2609 20250917 ... 11780 11770 BR
247 247 RU2510 20250917 ... 15015 15105 RU
248 248 RU2511 20250917 ... 14960 15050 RU
249 249 RU2601 20250917 ... 15900 16000 RU
250 250 RU2603 20250917 ... 15860 15990 RU
251 251 RU2604 20250917 ... 15830 15990 RU
252 252 RU2605 20250917 ... 15885 15985 RU
253 253 RU2606 20250917 ... 15875 16005 RU
254 254 RU2607 20250917 ... 15960 15915 RU
255 255 RU2608 20250917 ... 15965 16055 RU
256 256 RU2609 20250917 ... 15975 16070 RU
257 257 NR2510 20250917 ... 12570 12640 NR
258 258 NR2511 20250917 ... 12595 12690 NR
259 259 NR2512 20250917 ... 12630 12725 NR
260 260 NR2601 20250917 ... 12660 12755 NR
261 261 NR2602 20250917 ... 12650 12785 NR
262 262 NR2603 20250917 ... 12635 12780 NR
263 263 NR2604 20250917 ... 12665 12795 NR
264 264 NR2605 20250917 ... 12670 12825 NR
265 265 NR2606 20250917 ... 12635 12635 NR
266 266 NR2607 20250917 ... 12655 12655 NR
267 267 NR2608 20250917 ... 12685 12685 NR
268 268 NR2609 20250917 ... 12685 12685 NR
269 269 SP2510 20250917 ... 5030 5048 SP
270 270 SP2511 20250917 ... 5054 5074 SP
271 271 SP2512 20250917 ... 5068 5088 SP
272 272 SP2601 20250917 ... 5344 5348 SP
273 273 SP2602 20250917 ... 5328 5334 SP
274 274 SP2603 20250917 ... 5342 5340 SP
275 275 SP2604 20250917 ... 5346 5344 SP
276 276 SP2605 20250917 ... 5356 5354 SP
277 277 SP2606 20250917 ... 5362 5360 SP
278 278 SP2607 20250917 ... 5366 5358 SP
279 279 SP2608 20250917 ... 5372 5358 SP
280 280 SP2609 20250917 ... 5368 5370 SP
281 281 OP2601 20250917 ... 4258 4258 OP
282 282 OP2602 20250917 ... 4256 4256 OP
283 283 OP2603 20250917 ... 4260 4284 OP
284 284 OP2604 20250917 ... 4278 4272 OP
285 285 OP2605 20250917 ... 4280 4286 OP
286 286 OP2606 20250917 ... 4252 4268 OP
287 287 OP2607 20250917 ... 4262 4276 OP
288 288 OP2608 20250917 ... 4272 4292 OP
289 289 OP2609 20250917 ... 4256 4256 OP
290 290 EC2510 20250917 ... 1129.4 1189.6 EC
291 291 EC2512 20250917 ... 1665.3 1710.7 EC
292 292 EC2602 20250917 ... 1572.8 1583.1 EC
293 293 EC2604 20250917 ... 1278.3 1283.3 EC
294 294 EC2606 20250917 ... 1460.7 1459 EC
295 295 EC2608 20250917 ... 1618.6 1622 EC
296 296 SC_TAS2510 20250917 ... SC_TAS
297 297 SC_TAS2511 20250917 ... SC_TAS
298 298 SC_TAS2512 20250917 ... SC_TAS
299 299 SC_TAS2601 20250917 ... SC_TAS
[300 rows x 13 columns]
2025-09-22 16:26:11,487 - future_1d - INFO - ak.get_shfe_daily('2025-09-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250917 8432.0 8438.0 ... 34748.31 8408.0 8421.0 AP
1 AP511 20250917 8221.0 8248.0 ... 4909.52 8196.0 8201.0 AP
2 AP512 20250917 8174.0 8238.0 ... 850.24 8175.0 8205.0 AP
3 AP601 20250917 8277.0 8308.0 ... 390355.14 8252.0 8271.0 AP
4 AP603 20250917 8107.0 8174.0 ... 497.22 8151.0 8161.0 AP
5 AP604 20250917 8137.0 8175.0 ... 73.29 8144.0 8167.0 AP
6 AP605 20250917 8269.0 8269.0 ... 2642.45 8206.0 8225.0 AP
7 CF511 20250917 13775.0 13835.0 ... 287116.09 13780.0 13755.0 CF
8 CF601 20250917 13925.0 13970.0 ... 1475769.50 13915.0 13900.0 CF
9 CF603 20250917 13880.0 13925.0 ... 1852.98 13880.0 13870.0 CF
10 CF605 20250917 13880.0 13925.0 ... 109540.96 13875.0 13860.0 CF
11 CF607 20250917 13905.0 13945.0 ... 820.13 13900.0 13895.0 CF
12 CF609 20250917 14015.0 14045.0 ... 56.08 14020.0 14035.0 CF
13 CJ512 20250917 10820.0 10825.0 ... 1439.07 10780.0 10790.0 CJ
14 CJ601 20250917 10830.0 10865.0 ... 429300.62 10800.0 10830.0 CJ
15 CJ603 20250917 10860.0 10885.0 ... 6084.97 10820.0 10860.0 CJ
16 CJ605 20250917 10950.0 10980.0 ... 86868.32 10915.0 10960.0 CJ
17 CJ607 20250917 11090.0 11110.0 ... 1976.22 11040.0 11105.0 CJ
18 CJ609 20250917 11185.0 11230.0 ... 173.56 11195.0 11250.0 CJ
19 CY510 20250917 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250917 19975.0 20090.0 ... 124022.70 19975.0 19965.0 CY
21 CY512 20250917 19870.0 19870.0 ... 29.58 19720.0 19405.0 CY
22 CY601 20250917 19970.0 20070.0 ... 3125.50 19970.0 19985.0 CY
23 CY602 20250917 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250917 0.0 0.0 ... 0.00 20170.0 20145.0 CY
25 CY604 20250917 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250917 0.0 0.0 ... 0.00 20135.0 20170.0 CY
27 CY606 20250917 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250917 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250917 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250917 0.0 0.0 ... 0.00 20365.0 20540.0 CY
31 FG510 20250917 1122.0 1122.0 ... 18051.74 1109.0 1109.0 FG
32 FG511 20250917 1129.0 1129.0 ... 166395.32 1112.0 1117.0 FG
33 FG512 20250917 1238.0 1243.0 ... 85782.82 1233.0 1234.0 FG
34 FG601 20250917 1240.0 1247.0 ... 4079998.75 1235.0 1236.0 FG
35 FG602 20250917 1289.0 1296.0 ... 32841.02 1283.0 1285.0 FG
36 FG603 20250917 1291.0 1299.0 ... 1998.09 1287.0 1290.0 FG
37 FG604 20250917 1340.0 1349.0 ... 487.80 1340.0 1337.0 FG
38 FG605 20250917 1341.0 1350.0 ... 98671.67 1339.0 1336.0 FG
39 FG606 20250917 1369.0 1377.0 ... 866.46 1367.0 1367.0 FG
40 FG607 20250917 1349.0 1370.0 ... 1044.87 1361.0 1361.0 FG
41 FG608 20250917 1378.0 1398.0 ... 901.70 1387.0 1385.0 FG
42 FG609 20250917 1383.0 1400.0 ... 3513.61 1391.0 1382.0 FG
43 JR511 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250917 2291.0 2296.0 ... 6128.50 2290.0 2298.0 MA
52 MA511 20250917 2316.0 2323.0 ... 104198.39 2315.0 2331.0 MA
53 MA512 20250917 2360.0 2364.0 ... 60887.65 2356.0 2376.0 MA
54 MA601 20250917 2380.0 2388.0 ... 921989.45 2380.0 2394.0 MA
55 MA602 20250917 2404.0 2409.0 ... 28280.29 2401.0 2414.0 MA
56 MA603 20250917 2416.0 2422.0 ... 398.59 2416.0 2428.0 MA
57 MA604 20250917 2421.0 2421.0 ... 24.16 2416.0 2433.0 MA
58 MA605 20250917 2402.0 2408.0 ... 58891.91 2401.0 2412.0 MA
59 MA606 20250917 2414.0 2414.0 ... 9.63 2407.0 2422.0 MA
60 MA607 20250917 2394.0 2394.0 ... 40.62 2389.0 2399.0 MA
61 MA608 20250917 2382.0 2383.0 ... 14.30 2383.0 2394.0 MA
62 MA609 20250917 2375.0 2379.0 ... 1409.08 2372.0 2382.0 MA
63 OI511 20250917 10239.0 10288.0 ... 552062.28 10217.0 10154.0 OI
64 OI601 20250917 10065.0 10116.0 ... 3364787.16 10055.0 9981.0 OI
65 OI603 20250917 9833.0 9867.0 ... 5390.68 9801.0 9733.0 OI
66 OI605 20250917 9600.0 9640.0 ... 233253.68 9572.0 9516.0 OI
67 OI607 20250917 9587.0 9587.0 ... 866.09 9517.0 9468.0 OI
68 OI609 20250917 9558.0 9558.0 ... 910.18 9481.0 9446.0 OI
69 PF510 20250917 6372.0 6414.0 ... 11027.64 6392.0 6378.0 PF
70 PF511 20250917 6376.0 6408.0 ... 524899.72 6382.0 6380.0 PF
71 PF512 20250917 6358.0 6386.0 ... 265943.18 6362.0 6364.0 PF
72 PF601 20250917 6408.0 6424.0 ... 22281.42 6408.0 6400.0 PF
73 PF602 20250917 6404.0 6432.0 ... 57719.21 6410.0 6406.0 PF
74 PF603 20250917 6402.0 6420.0 ... 6.41 6412.0 6420.0 PF
75 PF604 20250917 6438.0 6438.0 ... 3.22 6438.0 6454.0 PF
76 PF605 20250917 6474.0 6474.0 ... 6.47 6470.0 6458.0 PF
77 PF606 20250917 6480.0 6480.0 ... 3.24 6480.0 6480.0 PF
78 PF607 20250917 0.0 0.0 ... 0.00 6504.0 6502.0 PF
79 PF608 20250917 0.0 0.0 ... 0.00 6524.0 6504.0 PF
80 PF609 20250917 0.0 0.0 ... 0.00 6580.0 6580.0 PF
81 PK510 20250917 7808.0 7846.0 ... 8829.25 7818.0 7800.0 PK
82 PK511 20250917 7788.0 7850.0 ... 392386.77 7810.0 7766.0 PK
83 PK512 20250917 7810.0 7858.0 ... 132621.55 7824.0 7798.0 PK
84 PK601 20250917 7820.0 7850.0 ... 33933.10 7830.0 7820.0 PK
85 PK603 20250917 7846.0 7868.0 ... 94.19 7850.0 7844.0 PK
86 PK604 20250917 7864.0 7868.0 ... 47.17 7862.0 7862.0 PK
87 PK605 20250917 7870.0 7880.0 ... 3525.34 7870.0 7864.0 PK
88 PL601 20250917 6453.0 6464.0 ... 57202.98 6449.0 6458.0 PL
89 PL602 20250917 6485.0 6490.0 ... 2228.13 6477.0 6482.0 PL
90 PL603 20250917 0.0 0.0 ... 0.00 6499.0 6498.0 PL
91 PL604 20250917 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250917 0.0 0.0 ... 0.00 6428.0 6428.0 PL
93 PL606 20250917 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250917 6439.0 6439.0 ... 12.88 6439.0 6419.0 PL
95 PL608 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250917 5868.0 5880.0 ... 2077.49 5870.0 5866.0 PR
104 PR511 20250917 5854.0 5870.0 ... 321619.98 5856.0 5860.0 PR
105 PR512 20250917 5852.0 5874.0 ... 314268.80 5858.0 5866.0 PR
106 PR601 20250917 5870.0 5872.0 ... 152845.03 5856.0 5860.0 PR
107 PR602 20250917 5884.0 5900.0 ... 211.91 5886.0 5896.0 PR
108 PR603 20250917 5896.0 5928.0 ... 79.73 5906.0 5908.0 PR
109 PR604 20250917 5920.0 5940.0 ... 17.79 5930.0 5896.0 PR
110 PR605 20250917 5912.0 5930.0 ... 26.66 5924.0 5904.0 PR
111 PR606 20250917 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250917 0.0 0.0 ... 0.00 5962.0 5944.0 PR
113 PR608 20250917 0.0 0.0 ... 0.00 5966.0 5946.0 PR
114 PR609 20250917 0.0 0.0 ... 0.00 5932.0 5924.0 PR
115 PX510 20250917 6828.0 6828.0 ... 3758.07 6796.0 6804.0 PX
116 PX511 20250917 6790.0 6810.0 ... 533359.78 6782.0 6788.0 PX
117 PX512 20250917 6762.0 6784.0 ... 221700.49 6760.0 6758.0 PX
118 PX601 20250917 6740.0 6758.0 ... 213288.97 6732.0 6734.0 PX
119 PX602 20250917 6744.0 6752.0 ... 121861.52 6722.0 6728.0 PX
120 PX603 20250917 0.0 0.0 ... 0.00 6742.0 6742.0 PX
121 PX604 20250917 0.0 0.0 ... 0.00 6742.0 6760.0 PX
122 PX605 20250917 6732.0 6738.0 ... 252.30 6728.0 6714.0 PX
123 PX606 20250917 0.0 0.0 ... 0.00 6718.0 6698.0 PX
124 PX607 20250917 6736.0 6736.0 ... 134.72 6736.0 6736.0 PX
125 PX608 20250917 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250917 6750.0 6750.0 ... 3.38 6750.0 6722.0 PX
127 RI511 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250917 2535.0 2540.0 ... 38101.89 2499.0 2531.0 RM
134 RM601 20250917 2523.0 2528.0 ... 980972.69 2485.0 2517.0 RM
135 RM603 20250917 2422.0 2427.0 ... 14028.55 2392.0 2423.0 RM
136 RM605 20250917 2401.0 2404.0 ... 178362.44 2377.0 2400.0 RM
137 RM607 20250917 2385.0 2402.0 ... 22318.75 2375.0 2385.0 RM
138 RM608 20250917 2484.0 2490.0 ... 2810.84 2472.0 2484.0 RM
139 RM609 20250917 2473.0 2490.0 ... 7954.28 2466.0 2471.0 RM
140 RS511 20250917 5348.0 5348.0 ... 42.36 5295.0 5306.0 RS
141 RS607 20250917 5540.0 5556.0 ... 33.29 5548.0 5555.0 RS
142 RS608 20250917 5589.0 5620.0 ... 116.76 5560.0 5556.0 RS
143 RS609 20250917 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250917 1250.0 1255.0 ... 11411.73 1246.0 1244.0 SA
145 SA511 20250917 1264.0 1267.0 ... 387360.97 1258.0 1258.0 SA
146 SA512 20250917 1331.0 1332.0 ... 204076.82 1321.0 1324.0 SA
147 SA601 20250917 1344.0 1346.0 ... 2897113.14 1333.0 1337.0 SA
148 SA602 20250917 1375.0 1375.0 ... 135893.89 1362.0 1366.0 SA
149 SA603 20250917 1374.0 1376.0 ... 2380.34 1370.0 1369.0 SA
150 SA604 20250917 1417.0 1417.0 ... 902.89 1411.0 1409.0 SA
151 SA605 20250917 1423.0 1425.0 ... 79356.52 1415.0 1415.0 SA
152 SA606 20250917 1431.0 1431.0 ... 863.82 1425.0 1418.0 SA
153 SA607 20250917 1433.0 1433.0 ... 2876.19 1424.0 1420.0 SA
154 SA608 20250917 1448.0 1450.0 ... 2051.39 1443.0 1426.0 SA
155 SA609 20250917 1452.0 1456.0 ... 4124.44 1448.0 1443.0 SA
156 SF510 20250917 5516.0 5588.0 ... 8613.21 5544.0 5572.0 SF
157 SF511 20250917 5696.0 5776.0 ... 474200.97 5726.0 5752.0 SF
158 SF512 20250917 5664.0 5748.0 ... 115486.14 5700.0 5724.0 SF
159 SF601 20250917 5664.0 5746.0 ... 168921.50 5704.0 5716.0 SF
160 SF602 20250917 5634.0 5706.0 ... 34455.30 5666.0 5670.0 SF
161 SF603 20250917 5798.0 5862.0 ... 8.76 5842.0 5856.0 SF
162 SF604 20250917 5854.0 5860.0 ... 8.78 5856.0 5850.0 SF
163 SF605 20250917 5790.0 5854.0 ... 1690.67 5810.0 5824.0 SF
164 SF606 20250917 5750.0 5804.0 ... 48.93 5758.0 5784.0 SF
165 SF607 20250917 5912.0 5966.0 ... 68.40 5948.0 5940.0 SF
166 SF608 20250917 5900.0 5938.0 ... 20.66 5902.0 5894.0 SF
167 SF609 20250917 5878.0 5920.0 ... 26.48 5884.0 5896.0 SF
168 SH510 20250917 2496.0 2530.0 ... 27952.07 2511.0 2506.0 SH
169 SH511 20250917 2524.0 2559.0 ... 551909.54 2538.0 2535.0 SH
170 SH512 20250917 2579.0 2607.0 ... 227232.51 2589.0 2584.0 SH
171 SH601 20250917 2578.0 2610.0 ... 2403637.91 2593.0 2592.0 SH
172 SH602 20250917 2606.0 2629.0 ... 46403.92 2612.0 2614.0 SH
173 SH603 20250917 2625.0 2646.0 ... 3236.56 2631.0 2637.0 SH
174 SH604 20250917 2667.0 2689.0 ... 320.57 2671.0 2680.0 SH
175 SH605 20250917 2670.0 2696.0 ... 11285.68 2683.0 2689.0 SH
176 SH606 20250917 2692.0 2703.0 ... 16.19 2698.0 2707.0 SH
177 SH607 20250917 2681.0 2697.0 ... 72.62 2690.0 2699.0 SH
178 SH608 20250917 2690.0 2694.0 ... 56.48 2689.0 2702.0 SH
179 SH609 20250917 2692.0 2714.0 ... 275.69 2703.0 2701.0 SH
180 SM510 20250917 5822.0 5884.0 ... 6218.22 5848.0 5850.0 SM
181 SM511 20250917 5924.0 5968.0 ... 316808.80 5936.0 5940.0 SM
182 SM512 20250917 5926.0 5976.0 ... 80580.76 5940.0 5948.0 SM
183 SM601 20250917 5942.0 5992.0 ... 504040.77 5956.0 5962.0 SM
184 SM602 20250917 5948.0 5996.0 ... 211007.94 5964.0 5960.0 SM
185 SM603 20250917 5958.0 6004.0 ... 35.87 5978.0 5970.0 SM
186 SM604 20250917 5986.0 5986.0 ... 5.99 5986.0 5990.0 SM
187 SM605 20250917 5980.0 6028.0 ... 7442.32 5984.0 6000.0 SM
188 SM606 20250917 6006.0 6006.0 ... 3.00 6006.0 5986.0 SM
189 SM607 20250917 5972.0 6038.0 ... 6.01 6006.0 6012.0 SM
190 SM608 20250917 0.0 0.0 ... 0.00 6040.0 6030.0 SM
191 SM609 20250917 5986.0 6058.0 ... 307.48 6030.0 6010.0 SM
192 SR511 20250917 5551.0 5551.0 ... 107951.54 5537.0 5549.0 SR
193 SR601 20250917 5546.0 5552.0 ... 883331.28 5538.0 5555.0 SR
194 SR603 20250917 5535.0 5538.0 ... 1855.88 5523.0 5543.0 SR
195 SR605 20250917 5525.0 5526.0 ... 64482.27 5514.0 5532.0 SR
196 SR607 20250917 5521.0 5525.0 ... 2244.01 5514.0 5530.0 SR
197 SR609 20250917 5530.0 5535.0 ... 1242.98 5524.0 5543.0 SR
198 TA510 20250917 4676.0 4686.0 ... 28187.67 4670.0 4662.0 TA
199 TA511 20250917 4680.0 4700.0 ... 266796.06 4682.0 4676.0 TA
200 TA512 20250917 4694.0 4710.0 ... 120458.33 4694.0 4692.0 TA
201 TA601 20250917 4704.0 4716.0 ... 1425656.89 4698.0 4692.0 TA
202 TA602 20250917 4708.0 4726.0 ... 19345.21 4710.0 4704.0 TA
203 TA603 20250917 4718.0 4724.0 ... 176.78 4714.0 4714.0 TA
204 TA604 20250917 4718.0 4732.0 ... 9.44 4720.0 4718.0 TA
205 TA605 20250917 4748.0 4752.0 ... 40164.93 4740.0 4732.0 TA
206 TA606 20250917 0.0 0.0 ... 0.00 4752.0 4750.0 TA
207 TA607 20250917 0.0 0.0 ... 0.00 4762.0 4760.0 TA
208 TA608 20250917 0.0 0.0 ... 0.00 4770.0 4770.0 TA
209 TA609 20250917 4772.0 4786.0 ... 26.26 4776.0 4778.0 TA
210 UR510 20250917 1597.0 1599.0 ... 2590.23 1593.0 1597.0 UR
211 UR511 20250917 1662.0 1671.0 ... 32532.03 1665.0 1672.0 UR
212 UR512 20250917 1677.0 1681.0 ... 7973.81 1675.0 1683.0 UR
213 UR601 20250917 1685.0 1687.0 ... 311810.74 1681.0 1691.0 UR
214 UR602 20250917 1681.0 1691.0 ... 586.28 1685.0 1695.0 UR
215 UR603 20250917 1729.0 1737.0 ... 121.25 1732.0 1737.0 UR
216 UR604 20250917 1738.0 1738.0 ... 6.95 1738.0 1736.0 UR
217 UR605 20250917 1740.0 1740.0 ... 12279.83 1734.0 1740.0 UR
218 UR606 20250917 1729.0 1737.0 ... 48.54 1734.0 1738.0 UR
219 UR607 20250917 1757.0 1766.0 ... 66.92 1761.0 1768.0 UR
220 UR608 20250917 1754.0 1761.0 ... 10.55 1758.0 1764.0 UR
221 UR609 20250917 1753.0 1758.0 ... 84.24 1755.0 1759.0 UR
222 WH511 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 16:26:11,806 - future_1d - INFO - ak.get_czce_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 PS2510 20250917 53500.0 ... 53465.0 54925.0 PS
1 PS2511 20250917 53665.0 ... 53465.0 54630.0 PS
2 PS2512 20250917 56005.0 ... 56115.0 57220.0 PS
3 PS2601 20250917 56175.0 ... 56020.0 57135.0 PS
4 PS2602 20250917 56165.0 ... 56125.0 57140.0 PS
5 PS2603 20250917 56375.0 ... 56150.0 57205.0 PS
6 PS2604 20250917 56480.0 ... 56195.0 57330.0 PS
7 PS2605 20250917 56580.0 ... 56225.0 57310.0 PS
8 PS2606 20250917 58370.0 ... 58570.0 59625.0 PS
9 PS2607 20250917 58765.0 ... 58665.0 59850.0 PS
10 PS2608 20250917 58890.0 ... 58725.0 59695.0 PS
11 PS2609 20250917 58875.0 ... 58695.0 59740.0 PS
13 SI2510 20250917 8870.0 ... 8910.0 8950.0 SI
14 SI2511 20250917 8895.0 ... 8925.0 8970.0 SI
15 SI2512 20250917 9240.0 ... 9305.0 9360.0 SI
16 SI2601 20250917 9250.0 ... 9305.0 9350.0 SI
17 SI2602 20250917 9265.0 ... 9320.0 9385.0 SI
18 SI2603 20250917 9320.0 ... 9340.0 9355.0 SI
19 SI2604 20250917 9310.0 ... 9325.0 9360.0 SI
20 SI2605 20250917 9305.0 ... 9350.0 9370.0 SI
21 SI2606 20250917 9320.0 ... 9335.0 9350.0 SI
22 SI2607 20250917 9345.0 ... 9355.0 9355.0 SI
23 SI2608 20250917 9355.0 ... 9360.0 9380.0 SI
24 SI2609 20250917 9305.0 ... 9370.0 9345.0 SI
27 LC2510 20250917 73360.0 ... 73280.0 73500.0 LC
28 LC2511 20250917 73160.0 ... 73420.0 73620.0 LC
29 LC2512 20250917 73260.0 ... 73560.0 73920.0 LC
30 LC2601 20250917 73200.0 ... 73560.0 73800.0 LC
31 LC2602 20250917 72920.0 ... 73440.0 73720.0 LC
32 LC2603 20250917 73200.0 ... 73480.0 73660.0 LC
33 LC2604 20250917 73680.0 ... 74080.0 74280.0 LC
34 LC2605 20250917 73820.0 ... 74120.0 74240.0 LC
35 LC2606 20250917 73500.0 ... 73860.0 74280.0 LC
36 LC2607 20250917 73580.0 ... 73760.0 73980.0 LC
37 LC2608 20250917 73520.0 ... 73620.0 73740.0 LC
38 LC2609 20250917 73560.0 ... 73780.0 73900.0 LC
[36 rows x 12 columns]
2025-09-22 16:26:12,029 - future_1d - INFO - ak.get_gfex_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 a2511 20250917 3924.00 ... 3914.00 3934.00 A
1 a2601 20250917 3933.00 ... 3919.00 3937.00 A
2 a2603 20250917 3938.00 ... 3924.00 3943.00 A
3 a2605 20250917 3981.00 ... 3964.00 3984.00 A
4 a2607 20250917 3984.00 ... 3970.00 3990.00 A
5 a2609 20250917 3993.00 ... 3976.00 3998.00 A
6 b2510 20250917 3705.00 ... 3689.00 3704.00 B
7 b2511 20250917 3734.00 ... 3705.00 3745.00 B
8 b2512 20250917 3774.00 ... 3748.00 3778.00 B
9 b2601 20250917 3772.00 ... 3741.00 3765.00 B
10 b2602 20250917 3750.00 ... 3725.00 3748.00 B
11 b2603 20250917 3699.00 ... 3682.00 3701.00 B
12 b2604 20250917 3590.00 ... 3577.00 3589.00 B
13 b2605 20250917 3520.00 ... 3508.00 3519.00 B
14 b2606 20250917 3489.00 ... 3482.00 3489.00 B
15 b2607 20250917 3488.00 ... 3484.00 3488.00 B
16 b2608 20250917 3588.00 ... 3582.00 3586.00 B
17 b2609 20250917 3613.00 ... 3591.00 3607.00 B
18 bb2511 20250917 142.35 ... 142.30 142.25 BB
19 bb2601 20250917 146.95 ... 146.95 147.30 BB
20 bb2603 20250917 0.00 ... 146.90 146.90 BB
21 bb2605 20250917 0.00 ... 141.60 141.90 BB
22 bb2607 20250917 0.00 ... 146.40 146.70 BB
23 bb2609 20250917 0.00 ... 146.40 146.70 BB
24 bz2603 20250917 6090.00 ... 6069.00 6078.00 BZ
25 bz2604 20250917 6069.00 ... 6046.00 6069.00 BZ
26 bz2605 20250917 0.00 ... 6072.00 6072.00 BZ
27 bz2606 20250917 0.00 ... 6008.00 6008.00 BZ
28 bz2607 20250917 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250917 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250917 2166.00 ... 2163.00 2169.00 C
31 c2601 20250917 2153.00 ... 2155.00 2158.00 C
32 c2603 20250917 2166.00 ... 2166.00 2173.00 C
33 c2605 20250917 2226.00 ... 2226.00 2231.00 C
34 c2607 20250917 2243.00 ... 2240.00 2246.00 C
35 c2609 20250917 2256.00 ... 2254.00 2262.00 C
36 cs2511 20250917 2442.00 ... 2448.00 2445.00 CS
37 cs2601 20250917 2467.00 ... 2471.00 2475.00 CS
38 cs2603 20250917 2477.00 ... 2479.00 2485.00 CS
39 cs2605 20250917 2564.00 ... 2562.00 2568.00 CS
40 cs2607 20250917 2568.00 ... 2567.00 2575.00 CS
41 cs2609 20250917 2585.00 ... 2585.00 2592.00 CS
42 eb2509 20250917 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250917 7175.00 ... 7159.00 7158.00 EB
44 eb2511 20250917 7197.00 ... 7176.00 7170.00 EB
45 eb2512 20250917 7195.00 ... 7182.00 7175.00 EB
46 eb2601 20250917 7195.00 ... 7200.00 7195.00 EB
47 eb2602 20250917 7219.00 ... 7220.00 7216.00 EB
48 eb2603 20250917 7254.00 ... 7240.00 7237.00 EB
49 eb2604 20250917 7276.00 ... 7273.00 7272.00 EB
50 eb2605 20250917 7295.00 ... 7288.00 7288.00 EB
51 eb2606 20250917 0.00 ... 7297.00 7297.00 EB
52 eb2607 20250917 0.00 ... 7314.00 7314.00 EB
53 eb2608 20250917 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250917 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250917 4309.00 ... 4312.00 4314.00 EG
56 eg2511 20250917 4287.00 ... 4280.00 4291.00 EG
57 eg2512 20250917 4287.00 ... 4273.00 4306.00 EG
58 eg2601 20250917 4283.00 ... 4289.00 4298.00 EG
59 eg2602 20250917 4293.00 ... 4295.00 4308.00 EG
60 eg2603 20250917 4294.00 ... 4298.00 4302.00 EG
61 eg2604 20250917 4343.00 ... 4340.00 4340.00 EG
62 eg2605 20250917 4341.00 ... 4340.00 4349.00 EG
63 eg2606 20250917 4354.00 ... 4348.00 4332.00 EG
64 eg2607 20250917 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250917 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250917 1269.50 ... 1268.50 1269.00 FB
67 fb2511 20250917 1251.50 ... 1251.00 1257.00 FB
68 fb2512 20250917 1262.50 ... 1259.50 1263.50 FB
69 fb2601 20250917 1253.00 ... 1253.50 1255.50 FB
70 fb2602 20250917 1249.50 ... 1248.50 1249.50 FB
71 fb2603 20250917 1249.00 ... 1249.00 1250.50 FB
72 fb2604 20250917 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250917 0.00 ... 1301.50 1301.50 FB
74 fb2606 20250917 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250917 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250917 0.00 ... 1285.00 1285.00 FB
77 fb2609 20250917 0.00 ... 1296.00 1296.00 FB
78 i2510 20250917 821.00 ... 820.00 824.50 I
79 i2511 20250917 818.00 ... 815.50 819.00 I
80 i2512 20250917 812.50 ... 809.50 814.00 I
81 i2601 20250917 804.00 ... 801.00 805.50 I
82 i2602 20250917 800.00 ... 795.50 800.50 I
83 i2603 20250917 794.00 ... 790.00 795.00 I
84 i2604 20250917 790.00 ... 786.50 791.00 I
85 i2605 20250917 783.00 ... 780.00 783.50 I
86 i2606 20250917 777.50 ... 775.00 777.50 I
87 i2607 20250917 773.50 ... 770.50 773.50 I
88 i2608 20250917 769.00 ... 766.00 768.50 I
89 i2609 20250917 763.00 ... 760.50 764.00 I
90 j2510 20250917 1636.50 ... 1628.50 1628.50 J
91 j2511 20250917 1670.00 ... 1655.50 1662.00 J
92 j2512 20250917 1688.00 ... 1691.00 1690.00 J
93 j2601 20250917 1740.00 ... 1728.00 1726.50 J
94 j2602 20250917 1754.00 ... 1754.00 1755.00 J
95 j2603 20250917 0.00 ... 1763.50 1721.50 J
96 j2604 20250917 0.00 ... 1814.00 1814.00 J
97 j2605 20250917 1873.00 ... 1857.00 1868.50 J
98 j2606 20250917 0.00 ... 1887.00 1887.00 J
99 j2607 20250917 1885.00 ... 1885.00 1900.50 J
100 j2608 20250917 0.00 ... 1906.00 1906.00 J
101 j2609 20250917 1898.00 ... 1895.00 1911.50 J
102 jd2509 20250917 3235.00 ... 3226.00 3265.00 JD
103 jd2510 20250917 3080.00 ... 3063.00 3116.00 JD
104 jd2511 20250917 3098.00 ... 3110.00 3132.00 JD
105 jd2512 20250917 3200.00 ... 3208.00 3232.00 JD
106 jd2601 20250917 3370.00 ... 3375.00 3382.00 JD
107 jd2602 20250917 3125.00 ... 3117.00 3121.00 JD
108 jd2603 20250917 3141.00 ... 3130.00 3133.00 JD
109 jd2604 20250917 3330.00 ... 3318.00 3308.00 JD
110 jd2605 20250917 3435.00 ... 3436.00 3422.00 JD
111 jd2606 20250917 3247.00 ... 3245.00 3228.00 JD
112 jd2607 20250917 3490.00 ... 3487.00 3476.00 JD
113 jd2608 20250917 3915.00 ... 3916.00 3905.00 JD
114 jm2510 20250917 1047.00 ... 1043.00 1037.00 JM
115 jm2511 20250917 1108.00 ... 1094.50 1102.50 JM
116 jm2512 20250917 1180.00 ... 1163.50 1170.50 JM
117 jm2601 20250917 1255.00 ... 1229.50 1228.50 JM
118 jm2602 20250917 1270.50 ... 1252.50 1258.50 JM
119 jm2603 20250917 1298.00 ... 1269.50 1280.50 JM
120 jm2604 20250917 1324.00 ... 1288.50 1304.50 JM
121 jm2605 20250917 1340.00 ... 1309.00 1324.00 JM
122 jm2606 20250917 1350.50 ... 1326.00 1339.00 JM
123 jm2607 20250917 1364.50 ... 1331.50 1349.50 JM
124 jm2608 20250917 1377.50 ... 1342.50 1358.50 JM
125 jm2609 20250917 1395.00 ... 1363.50 1371.50 JM
126 l2510 20250917 7176.00 ... 7165.00 7177.00 L
127 l2511 20250917 7209.00 ... 7195.00 7209.00 L
128 l2512 20250917 7239.00 ... 7225.00 7239.00 L
129 l2601 20250917 7252.00 ... 7249.00 7260.00 L
130 l2602 20250917 7244.00 ... 7241.00 7246.00 L
131 l2603 20250917 7259.00 ... 7257.00 7262.00 L
132 l2604 20250917 7294.00 ... 7290.00 7284.00 L
133 l2605 20250917 7285.00 ... 7290.00 7284.00 L
134 l2606 20250917 7282.00 ... 7280.00 7283.00 L
135 l2607 20250917 7301.00 ... 7302.00 7296.00 L
136 l2608 20250917 7309.00 ... 7310.00 7306.00 L
137 l2609 20250917 7315.00 ... 7311.00 7299.00 L
138 lg2509 20250917 770.00 ... 770.00 768.00 LG
139 lg2511 20250917 806.50 ... 808.50 806.50 LG
140 lg2601 20250917 820.50 ... 822.50 820.50 LG
141 lg2603 20250917 826.00 ... 827.00 826.50 LG
142 lg2605 20250917 832.50 ... 831.50 832.50 LG
143 lg2607 20250917 832.00 ... 832.50 833.00 LG
144 lh2509 20250917 12985.00 ... 12985.00 13100.00 LH
145 lh2511 20250917 13110.00 ... 13055.00 13210.00 LH
146 lh2601 20250917 13690.00 ... 13575.00 13725.00 LH
147 lh2603 20250917 13025.00 ... 13005.00 13025.00 LH
148 lh2605 20250917 13600.00 ... 13540.00 13555.00 LH
149 lh2607 20250917 14400.00 ... 14315.00 14240.00 LH
150 m2511 20250917 3009.00 ... 2980.00 3015.00 M
151 m2512 20250917 3058.00 ... 3031.00 3064.00 M
152 m2601 20250917 3042.00 ... 3019.00 3046.00 M
153 m2603 20250917 2980.00 ... 2960.00 2986.00 M
154 m2605 20250917 2804.00 ... 2790.00 2807.00 M
155 m2607 20250917 2783.00 ... 2774.00 2786.00 M
156 m2608 20250917 2911.00 ... 2901.00 2912.00 M
157 m2609 20250917 2915.00 ... 2904.00 2918.00 M
158 p2510 20250917 9402.00 ... 9408.00 9406.00 P
159 p2511 20250917 9466.00 ... 9416.00 9432.00 P
160 p2512 20250917 9506.00 ... 9464.00 9462.00 P
161 p2601 20250917 9534.00 ... 9494.00 9484.00 P
162 p2602 20250917 9498.00 ... 9464.00 9434.00 P
163 p2603 20250917 9466.00 ... 9416.00 9404.00 P
164 p2604 20250917 9400.00 ... 9340.00 9326.00 P
165 p2605 20250917 9290.00 ... 9258.00 9242.00 P
166 p2606 20250917 9198.00 ... 9140.00 9126.00 P
167 p2607 20250917 9090.00 ... 9060.00 9020.00 P
168 p2608 20250917 9028.00 ... 8988.00 8954.00 P
169 p2609 20250917 8930.00 ... 8922.00 8882.00 P
170 pg2509 20250917 3798.00 ... 3752.00 3750.00 PG
171 pg2510 20250917 4477.00 ... 4485.00 4494.00 PG
172 pg2511 20250917 4428.00 ... 4431.00 4440.00 PG
173 pg2512 20250917 4370.00 ... 4372.00 4377.00 PG
174 pg2601 20250917 4303.00 ... 4305.00 4313.00 PG
175 pg2602 20250917 4235.00 ... 4240.00 4242.00 PG
176 pg2603 20250917 4146.00 ... 4148.00 4151.00 PG
177 pg2604 20250917 4449.00 ... 4476.00 4476.00 PG
178 pg2605 20250917 4375.00 ... 4383.00 4385.00 PG
179 pg2606 20250917 4327.00 ... 4327.00 4323.00 PG
180 pg2607 20250917 0.00 ... 4270.00 4270.00 PG
181 pg2608 20250917 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250917 6898.00 ... 6878.00 6887.00 PP
183 pp2511 20250917 6906.00 ... 6916.00 6922.00 PP
184 pp2512 20250917 6952.00 ... 6951.00 6959.00 PP
185 pp2601 20250917 6977.00 ... 6982.00 6992.00 PP
186 pp2602 20250917 6961.00 ... 6958.00 6966.00 PP
187 pp2603 20250917 6969.00 ... 6969.00 6958.00 PP
188 pp2604 20250917 6992.00 ... 6996.00 6979.00 PP
189 pp2605 20250917 7005.00 ... 7013.00 7010.00 PP
190 pp2606 20250917 6983.00 ... 6982.00 6966.00 PP
191 pp2607 20250917 6952.00 ... 6950.00 6945.00 PP
192 pp2608 20250917 6958.00 ... 6958.00 6944.00 PP
193 pp2609 20250917 6977.00 ... 6983.00 6976.00 PP
194 rr2510 20250917 3604.00 ... 3604.00 3594.00 RR
195 rr2511 20250917 3604.00 ... 3605.00 3602.00 RR
196 rr2512 20250917 3601.00 ... 3599.00 3598.00 RR
197 rr2601 20250917 3621.00 ... 3621.00 3617.00 RR
198 rr2602 20250917 3599.00 ... 3599.00 3597.00 RR
199 rr2603 20250917 3608.00 ... 3608.00 3610.00 RR
200 rr2604 20250917 3611.00 ... 3611.00 3607.00 RR
201 rr2605 20250917 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250917 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250917 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250917 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250917 0.00 ... 3614.00 3614.00 RR
206 v2510 20250917 4853.00 ... 4852.00 4849.00 V
207 v2511 20250917 4881.00 ... 4883.00 4882.00 V
208 v2512 20250917 4929.00 ... 4924.00 4921.00 V
209 v2601 20250917 4966.00 ... 4967.00 4964.00 V
210 v2602 20250917 5003.00 ... 5005.00 4998.00 V
211 v2603 20250917 5038.00 ... 5035.00 5028.00 V
212 v2604 20250917 5234.00 ... 5228.00 5233.00 V
213 v2605 20250917 5266.00 ... 5268.00 5270.00 V
214 v2606 20250917 5301.00 ... 5299.00 5302.00 V
215 v2607 20250917 5321.00 ... 5329.00 5327.00 V
216 v2608 20250917 5371.00 ... 5366.00 5368.00 V
217 v2609 20250917 5373.00 ... 5382.00 5384.00 V
218 y2511 20250917 8458.00 ... 8440.00 8446.00 Y
219 y2512 20250917 8478.00 ... 8476.00 8462.00 Y
220 y2601 20250917 8448.00 ... 8422.00 8418.00 Y
221 y2603 20250917 8356.00 ... 8350.00 8336.00 Y
222 y2605 20250917 8150.00 ... 8132.00 8122.00 Y
223 y2607 20250917 8094.00 ... 8088.00 8076.00 Y
224 y2608 20250917 8114.00 ... 8104.00 8078.00 Y
225 y2609 20250917 8100.00 ... 8080.00 8086.00 Y
[226 rows x 12 columns]
2025-09-22 16:26:12,539 - future_1d - INFO - ak.get_dce_daily('2025-09-17') done
2025-09-22 16:26:14,302 - future_1d - INFO - save future_daily 2025-09-17 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250918 7238.200 ... 7164.600 7244.200 IC
1 IC2510 20250918 7186.000 ... 7090.800 7186.400 IC
2 IC2512 20250918 7073.000 ... 6960.200 7068.600 IC
3 IC2603 20250918 6922.800 ... 6793.600 6904.600 IC
4 IF2509 20250918 4545.000 ... 4483.400 4548.400 IF
5 IF2510 20250918 4537.400 ... 4470.200 4538.200 IF
6 IF2512 20250918 4512.000 ... 4440.000 4514.600 IF
7 IF2603 20250918 4490.800 ... 4416.400 4488.200 IF
8 IH2509 20250918 2965.600 ... 2907.800 2953.600 IH
9 IH2510 20250918 2958.600 ... 2904.200 2952.000 IH
10 IH2512 20250918 2960.800 ... 2903.400 2952.800 IH
11 IH2603 20250918 2962.000 ... 2906.000 2956.200 IH
12 IM2509 20250918 7520.000 ... 7449.200 7544.200 IM
13 IM2510 20250918 7470.600 ... 7366.800 7477.800 IM
14 IM2512 20250918 7313.800 ... 7206.200 7324.000 IM
15 IM2603 20250918 7133.600 ... 7001.800 7119.600 IM
16 T2512 20250918 108.065 ... 108.065 108.135 T
17 T2603 20250918 107.780 ... 107.735 107.845 T
18 T2606 20250918 107.610 ... 107.565 107.670 T
19 TF2512 20250918 105.840 ... 105.815 105.870 TF
20 TF2603 20250918 105.715 ... 105.685 105.730 TF
21 TF2606 20250918 105.635 ... 105.590 105.645 TF
22 TL2512 20250918 115.700 ... 115.680 115.820 TL
23 TL2603 20250918 115.360 ... 115.360 115.490 TL
24 TL2606 20250918 115.240 ... 115.310 115.420 TL
25 TS2512 20250918 102.438 ... 102.414 102.450 TS
26 TS2603 20250918 102.352 ... 102.340 102.366 TS
27 TS2606 20250918 102.310 ... 102.302 102.324 TS
[28 rows x 12 columns]
2025-09-22 16:26:19,859 - future_1d - INFO - ak.get_cffex_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 SC2510 20250918 497.9 ... 495.5 498.4 SC
1 SC2511 20250918 498.3 ... 496.3 499.8 SC
2 SC2512 20250918 496 ... 493.5 496.8 SC
3 SC2601 20250918 492.8 ... 491.9 494.7 SC
4 SC2602 20250918 489.7 ... 490.4 492.1 SC
5 SC2603 20250918 488 ... 489.8 491.8 SC
6 SC2604 20250918 490.3 ... 488 490.3 SC
7 SC2605 20250918 490 ... 487.2 490.5 SC
8 SC2606 20250918 489.4 ... 487 489.4 SC
9 SC2607 20250918 488.6 ... 485.2 488.3 SC
10 SC2608 20250918 486.4 ... 483.9 487.5 SC
11 SC2609 20250918 485.2 ... 483.8 484 SC
12 SC2612 20250918 482.3 ... 482.5 481 SC
13 SC2703 20250918 ... 475.1 475.1 SC
14 SC2706 20250918 ... 476.8 476.8 SC
15 SC2709 20250918 ... 473.2 473.2 SC
16 SC2712 20250918 476.8 ... 474.1 473.7 SC
17 SC2803 20250918 471.2 ... 471.2 473.6 SC
18 SC2806 20250918 472.5 ... 472.5 473 SC
19 SC2809 20250918 470.1 ... 465.7 469 SC
21 LU2510 20250918 3434 ... 3418 3422 LU
22 LU2511 20250918 3438 ... 3428 3447 LU
23 LU2512 20250918 3424 ... 3410 3429 LU
24 LU2601 20250918 3420 ... 3403 3421 LU
25 LU2602 20250918 3395 ... 3389 3410 LU
26 LU2603 20250918 3369 ... 3378 3387 LU
27 LU2604 20250918 3365 ... 3365 3389 LU
28 LU2605 20250918 3380 ... 3374 3388 LU
29 LU2606 20250918 3355 ... 3360 3399 LU
30 LU2607 20250918 3359 ... 3358 3379 LU
31 LU2608 20250918 3354 ... 3346 3378 LU
32 LU2609 20250918 3336 ... 3325 3360 LU
34 NR2510 20250918 12540 ... 12305 12570 NR
35 NR2511 20250918 12550 ... 12330 12595 NR
36 NR2512 20250918 12600 ... 12355 12630 NR
37 NR2601 20250918 12645 ... 12400 12660 NR
38 NR2602 20250918 12640 ... 12455 12650 NR
39 NR2603 20250918 12610 ... 12435 12635 NR
40 NR2604 20250918 12585 ... 12405 12665 NR
41 NR2605 20250918 12555 ... 12455 12670 NR
42 NR2606 20250918 12440 ... 12440 12635 NR
43 NR2607 20250918 ... 12655 12655 NR
44 NR2608 20250918 ... 12685 12685 NR
45 NR2609 20250918 12585 ... 12510 12685 NR
47 BC2510 20250918 70980 ... 70760 71650 BC
48 BC2511 20250918 71010 ... 70820 71640 BC
49 BC2512 20250918 ... 71670 71670 BC
50 BC2601 20250918 ... 71000 72000 BC
51 BC2602 20250918 ... 71100 71650 BC
52 BC2603 20250918 ... 71200 71950 BC
53 BC2604 20250918 ... 71300 71550 BC
54 BC2605 20250918 ... 71300 71550 BC
55 BC2606 20250918 ... 71400 71500 BC
56 BC2607 20250918 ... 71400 71560 BC
57 BC2608 20250918 ... 71400 71550 BC
58 BC2609 20250918 ... 71550 71550 BC
60 EC2510 20250918 1110 ... 1117.6 1129.4 EC
61 EC2512 20250918 1680 ... 1663 1665.3 EC
62 EC2602 20250918 1574.4 ... 1564.7 1572.8 EC
63 EC2604 20250918 1294 ... 1271.7 1278.3 EC
64 EC2606 20250918 1473.7 ... 1456.6 1460.7 EC
65 EC2608 20250918 1635 ... 1615.3 1618.6 EC
68 SC_TAS2510 20250918 ... SC_TAS
69 SC_TAS2511 20250918 ... SC_TAS
70 SC_TAS2512 20250918 ... SC_TAS
71 SC_TAS2601 20250918 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 16:26:19,925 - future_1d - INFO - ak.get_ine_daily('2025-09-18') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250918 ... 79800 80720 CU
1 1 CU2511 20250918 ... 79780 80750 CU
2 2 CU2512 20250918 ... 79760 80730 CU
3 3 CU2601 20250918 ... 79800 80730 CU
4 4 CU2602 20250918 ... 79780 80720 CU
5 5 CU2603 20250918 ... 79840 80730 CU
6 6 CU2604 20250918 ... 79790 80700 CU
7 7 CU2605 20250918 ... 79820 80830 CU
8 8 CU2606 20250918 ... 79780 80700 CU
9 9 CU2607 20250918 ... 79720 80680 CU
10 10 CU2608 20250918 ... 79790 80600 CU
11 11 CU2609 20250918 ... 79830 80650 CU
12 12 BC2510 20250918 ... 70760 71650 BC
13 13 BC2511 20250918 ... 70820 71640 BC
14 14 BC2512 20250918 ... 71670 71670 BC
15 15 BC2601 20250918 ... 71000 72000 BC
16 16 BC2602 20250918 ... 71100 71650 BC
17 17 BC2603 20250918 ... 71200 71950 BC
18 18 BC2604 20250918 ... 71300 71550 BC
19 19 BC2605 20250918 ... 71300 71550 BC
20 20 BC2606 20250918 ... 71400 71500 BC
21 21 BC2607 20250918 ... 71400 71560 BC
22 22 BC2608 20250918 ... 71400 71550 BC
23 23 BC2609 20250918 ... 71550 71550 BC
24 24 AL2510 20250918 ... 20775 20965 AL
25 25 AL2511 20250918 ... 20795 20980 AL
26 26 AL2512 20250918 ... 20790 20965 AL
27 27 AL2601 20250918 ... 20790 20940 AL
28 28 AL2602 20250918 ... 20790 20930 AL
29 29 AL2603 20250918 ... 20810 20935 AL
30 30 AL2604 20250918 ... 20820 20955 AL
31 31 AL2605 20250918 ... 20825 20965 AL
32 32 AL2606 20250918 ... 20845 20960 AL
33 33 AL2607 20250918 ... 20825 20950 AL
34 34 AL2608 20250918 ... 20830 20960 AL
35 35 AL2609 20250918 ... 20835 21010 AL
36 36 ZN2510 20250918 ... 22075 22280 ZN
37 37 ZN2511 20250918 ... 22085 22285 ZN
38 38 ZN2512 20250918 ... 22115 22300 ZN
39 39 ZN2601 20250918 ... 22150 22330 ZN
40 40 ZN2602 20250918 ... 22180 22370 ZN
41 41 ZN2603 20250918 ... 22175 22360 ZN
42 42 ZN2604 20250918 ... 22225 22410 ZN
43 43 ZN2605 20250918 ... 22260 22410 ZN
44 44 ZN2606 20250918 ... 22265 22445 ZN
45 45 ZN2607 20250918 ... 22275 22465 ZN
46 46 ZN2608 20250918 ... 22295 22460 ZN
47 47 ZN2609 20250918 ... 22335 22475 ZN
48 48 PB2510 20250918 ... 17110 17080 PB
49 49 PB2511 20250918 ... 17130 17095 PB
50 50 PB2512 20250918 ... 17135 17105 PB
51 51 PB2601 20250918 ... 17135 17115 PB
52 52 PB2602 20250918 ... 17175 17125 PB
53 53 PB2603 20250918 ... 17190 17190 PB
54 54 PB2604 20250918 ... 17195 17195 PB
55 55 PB2605 20250918 ... 17180 17170 PB
56 56 PB2606 20250918 ... 17145 17145 PB
57 57 PB2607 20250918 ... 17185 17150 PB
58 58 PB2608 20250918 ... 17190 17220 PB
59 59 PB2609 20250918 ... 17220 17220 PB
60 60 NI2510 20250918 ... 121570 122030 NI
61 61 NI2511 20250918 ... 121700 122160 NI
62 62 NI2512 20250918 ... 121890 122290 NI
63 63 NI2601 20250918 ... 122100 122520 NI
64 64 NI2602 20250918 ... 122330 122720 NI
65 65 NI2603 20250918 ... 122460 122830 NI
66 66 NI2604 20250918 ... 122640 122970 NI
67 67 NI2605 20250918 ... 122910 123320 NI
68 68 NI2606 20250918 ... 123030 123320 NI
69 69 NI2607 20250918 ... 123210 123610 NI
70 70 NI2608 20250918 ... 123600 124070 NI
71 71 NI2609 20250918 ... 123850 124300 NI
72 72 SN2510 20250918 ... 270240 273090 SN
73 73 SN2511 20250918 ... 270460 273310 SN
74 74 SN2512 20250918 ... 270420 273260 SN
75 75 SN2601 20250918 ... 270430 272970 SN
76 76 SN2602 20250918 ... 270580 273360 SN
77 77 SN2603 20250918 ... 270650 272790 SN
78 78 SN2604 20250918 ... 271420 274190 SN
79 79 SN2605 20250918 ... 270780 273160 SN
80 80 SN2606 20250918 ... 271460 272960 SN
81 81 SN2607 20250918 ... 272240 273500 SN
82 82 SN2608 20250918 ... 272130 273820 SN
83 83 SN2609 20250918 ... 271810 274140 SN
84 84 AO2510 20250918 ... 2923 2917 AO
85 85 AO2511 20250918 ... 2927 2920 AO
86 86 AO2512 20250918 ... 2935 2934 AO
87 87 AO2601 20250918 ... 2948 2941 AO
88 88 AO2602 20250918 ... 2949 2947 AO
89 89 AO2603 20250918 ... 3019 3018 AO
90 90 AO2604 20250918 ... 3025 3022 AO
91 91 AO2605 20250918 ... 3032 3027 AO
92 92 AO2606 20250918 ... 3036 3035 AO
93 93 AO2607 20250918 ... 3043 3050 AO
94 94 AO2608 20250918 ... 3059 3051 AO
95 95 AO2609 20250918 ... 3081 3069 AO
96 96 AD2511 20250918 ... 20325 20480 AD
97 97 AD2512 20250918 ... 20355 20515 AD
98 98 AD2601 20250918 ... 20345 20540 AD
99 99 AD2602 20250918 ... 20365 20540 AD
100 100 AD2603 20250918 ... 20500 20500 AD
101 101 AD2604 20250918 ... 20485 20485 AD
102 102 AD2605 20250918 ... 20355 20520 AD
103 103 AD2606 20250918 ... 20305 20455 AD
104 104 AD2607 20250918 ... 20510 20510 AD
105 105 AD2608 20250918 ... 20515 20515 AD
106 106 AD2609 20250918 ... 20515 20515 AD
107 107 AU2510 20250918 ... 831.8 839 AU
108 108 AU2511 20250918 ... 832.92 839.9 AU
109 109 AU2512 20250918 ... 833.96 841.3 AU
110 110 AU2602 20250918 ... 836.52 843.8 AU
111 111 AU2604 20250918 ... 838.64 846.48 AU
112 112 AU2606 20250918 ... 840.78 848.26 AU
113 113 AU2608 20250918 ... 843.44 850.82 AU
114 114 AU2610 20250918 ... 846.74 853.12 AU
115 115 AG2510 20250918 ... 9882 10014 AG
116 116 AG2511 20250918 ... 9884 10025 AG
117 117 AG2512 20250918 ... 9908 10030 AG
118 118 AG2601 20250918 ... 9921 10048 AG
119 119 AG2602 20250918 ... 9934 10059 AG
120 120 AG2603 20250918 ... 9939 10069 AG
121 121 AG2604 20250918 ... 9961 10087 AG
122 122 AG2605 20250918 ... 9971 10088 AG
123 123 AG2606 20250918 ... 9976 10098 AG
124 124 AG2607 20250918 ... 10001 10116 AG
125 125 AG2608 20250918 ... 10003 10136 AG
126 126 AG2609 20250918 ... 10025 10132 AG
127 127 RB2510 20250918 ... 3057 3061 RB
128 128 RB2511 20250918 ... 3075 3080 RB
129 129 RB2512 20250918 ... 3131 3133 RB
130 130 RB2601 20250918 ... 3149 3155 RB
131 131 RB2602 20250918 ... 3155 3157 RB
132 132 RB2603 20250918 ... 3179 3180 RB
133 133 RB2604 20250918 ... 3217 3206 RB
134 134 RB2605 20250918 ... 3208 3226 RB
135 135 RB2606 20250918 ... 3227 3241 RB
136 136 RB2607 20250918 ... 3240 3258 RB
137 137 RB2608 20250918 ... 3238 3258 RB
138 138 RB2609 20250918 ... 3242 3270 RB
139 139 WR2510 20250918 ... 3279 3288 WR
140 140 WR2511 20250918 ... 3302 3302 WR
141 141 WR2512 20250918 ... 3324 3324 WR
142 142 WR2601 20250918 ... 3349 3349 WR
143 143 WR2602 20250918 ... 3358 3358 WR
144 144 WR2603 20250918 ... 3395 3395 WR
145 145 WR2604 20250918 ... 3389 3389 WR
146 146 WR2605 20250918 ... 3414 3414 WR
147 147 WR2606 20250918 ... 3372 3372 WR
148 148 WR2607 20250918 ... 3390 3390 WR
149 149 WR2608 20250918 ... 3399 3399 WR
150 150 WR2609 20250918 ... 3553 3558 WR
151 151 HC2510 20250918 ... 3403 3413 HC
152 152 HC2511 20250918 ... 3390 3401 HC
153 153 HC2512 20250918 ... 3383 3391 HC
154 154 HC2601 20250918 ... 3368 3384 HC
155 155 HC2602 20250918 ... 3374 3390 HC
156 156 HC2603 20250918 ... 3370 3385 HC
157 157 HC2604 20250918 ... 3373 3388 HC
158 158 HC2605 20250918 ... 3377 3395 HC
159 159 HC2606 20250918 ... 3395 3394 HC
160 160 HC2607 20250918 ... 3402 3407 HC
161 161 HC2608 20250918 ... 3385 3410 HC
162 162 HC2609 20250918 ... 3407 3412 HC
163 163 SS2510 20250918 ... 12790 12825 SS
164 164 SS2511 20250918 ... 12910 12935 SS
165 165 SS2512 20250918 ... 12950 12980 SS
166 166 SS2601 20250918 ... 13020 13055 SS
167 167 SS2602 20250918 ... 13095 13115 SS
168 168 SS2603 20250918 ... 13145 13165 SS
169 169 SS2604 20250918 ... 13205 13245 SS
170 170 SS2605 20250918 ... 13280 13320 SS
171 171 SS2606 20250918 ... 13315 13350 SS
172 172 SS2607 20250918 ... 13350 13405 SS
173 173 SS2608 20250918 ... 13415 13445 SS
174 174 SS2609 20250918 ... 13495 13515 SS
175 175 SC2510 20250918 ... 495.5 498.4 SC
176 176 SC2511 20250918 ... 496.3 499.8 SC
177 177 SC2512 20250918 ... 493.5 496.8 SC
178 178 SC2601 20250918 ... 491.9 494.7 SC
179 179 SC2602 20250918 ... 490.4 492.1 SC
180 180 SC2603 20250918 ... 489.8 491.8 SC
181 181 SC2604 20250918 ... 488 490.3 SC
182 182 SC2605 20250918 ... 487.2 490.5 SC
183 183 SC2606 20250918 ... 487 489.4 SC
184 184 SC2607 20250918 ... 485.2 488.3 SC
185 185 SC2608 20250918 ... 483.9 487.5 SC
186 186 SC2609 20250918 ... 483.8 484 SC
187 187 SC2612 20250918 ... 482.5 481 SC
188 188 SC2703 20250918 ... 475.1 475.1 SC
189 189 SC2706 20250918 ... 476.8 476.8 SC
190 190 SC2709 20250918 ... 473.2 473.2 SC
191 191 SC2712 20250918 ... 474.1 473.7 SC
192 192 SC2803 20250918 ... 471.2 473.6 SC
193 193 SC2806 20250918 ... 472.5 473 SC
194 194 SC2809 20250918 ... 465.7 469 SC
195 195 LU2510 20250918 ... 3418 3422 LU
196 196 LU2511 20250918 ... 3428 3447 LU
197 197 LU2512 20250918 ... 3410 3429 LU
198 198 LU2601 20250918 ... 3403 3421 LU
199 199 LU2602 20250918 ... 3389 3410 LU
200 200 LU2603 20250918 ... 3378 3387 LU
201 201 LU2604 20250918 ... 3365 3389 LU
202 202 LU2605 20250918 ... 3374 3388 LU
203 203 LU2606 20250918 ... 3360 3399 LU
204 204 LU2607 20250918 ... 3358 3379 LU
205 205 LU2608 20250918 ... 3346 3378 LU
206 206 LU2609 20250918 ... 3325 3360 LU
207 207 FU2510 20250918 ... 2811 2857 FU
208 208 FU2511 20250918 ... 2834 2863 FU
209 209 FU2512 20250918 ... 2821 2847 FU
210 210 FU2601 20250918 ... 2807 2833 FU
211 211 FU2602 20250918 ... 2788 2812 FU
212 212 FU2603 20250918 ... 2779 2803 FU
213 213 FU2604 20250918 ... 2773 2796 FU
214 214 FU2605 20250918 ... 2763 2785 FU
215 215 FU2606 20250918 ... 2749 2774 FU
216 216 FU2607 20250918 ... 2738 2754 FU
217 217 FU2608 20250918 ... 2727 2746 FU
218 218 FU2609 20250918 ... 2707 2723 FU
219 219 BU2510 20250918 ... 3443 3448 BU
220 220 BU2511 20250918 ... 3436 3439 BU
221 221 BU2512 20250918 ... 3393 3401 BU
222 222 BU2601 20250918 ... 3375 3382 BU
223 223 BU2602 20250918 ... 3377 3380 BU
224 224 BU2603 20250918 ... 3382 3383 BU
225 225 BU2604 20250918 ... 3367 3375 BU
226 226 BU2605 20250918 ... 3375 3374 BU
227 227 BU2606 20250918 ... 3371 3374 BU
228 228 BU2607 20250918 ... 3348 3363 BU
229 229 BU2608 20250918 ... 3369 3367 BU
230 230 BU2609 20250918 ... 3356 3357 BU
231 231 BU2612 20250918 ... 3314 3321 BU
232 232 BU2703 20250918 ... 3322 3325 BU
233 233 BU2706 20250918 ... 3331 3325 BU
234 234 BU2709 20250918 ... 3314 3314 BU
235 235 BR2510 20250918 ... 11510 11665 BR
236 236 BR2511 20250918 ... 11455 11620 BR
237 237 BR2512 20250918 ... 11450 11620 BR
238 238 BR2601 20250918 ... 11470 11625 BR
239 239 BR2602 20250918 ... 11460 11605 BR
240 240 BR2603 20250918 ... 11490 11640 BR
241 241 BR2604 20250918 ... 11560 11670 BR
242 242 BR2605 20250918 ... 11500 11635 BR
243 243 BR2606 20250918 ... 11635 11775 BR
244 244 BR2607 20250918 ... 11715 11880 BR
245 245 BR2608 20250918 ... 11780 11855 BR
246 246 BR2609 20250918 ... 11675 11780 BR
247 247 RU2510 20250918 ... 14740 15015 RU
248 248 RU2511 20250918 ... 14700 14960 RU
249 249 RU2601 20250918 ... 15630 15900 RU
250 250 RU2603 20250918 ... 15705 15860 RU
251 251 RU2604 20250918 ... 15650 15830 RU
252 252 RU2605 20250918 ... 15610 15885 RU
253 253 RU2606 20250918 ... 15670 15875 RU
254 254 RU2607 20250918 ... 15780 15960 RU
255 255 RU2608 20250918 ... 15660 15965 RU
256 256 RU2609 20250918 ... 15665 15975 RU
257 257 NR2510 20250918 ... 12305 12570 NR
258 258 NR2511 20250918 ... 12330 12595 NR
259 259 NR2512 20250918 ... 12355 12630 NR
260 260 NR2601 20250918 ... 12400 12660 NR
261 261 NR2602 20250918 ... 12455 12650 NR
262 262 NR2603 20250918 ... 12435 12635 NR
263 263 NR2604 20250918 ... 12405 12665 NR
264 264 NR2605 20250918 ... 12455 12670 NR
265 265 NR2606 20250918 ... 12440 12635 NR
266 266 NR2607 20250918 ... 12655 12655 NR
267 267 NR2608 20250918 ... 12685 12685 NR
268 268 NR2609 20250918 ... 12510 12685 NR
269 269 SP2510 20250918 ... 4986 5030 SP
270 270 SP2511 20250918 ... 5008 5054 SP
271 271 SP2512 20250918 ... 5026 5068 SP
272 272 SP2601 20250918 ... 5318 5344 SP
273 273 SP2602 20250918 ... 5316 5328 SP
274 274 SP2603 20250918 ... 5328 5342 SP
275 275 SP2604 20250918 ... 5318 5346 SP
276 276 SP2605 20250918 ... 5336 5356 SP
277 277 SP2606 20250918 ... 5342 5362 SP
278 278 SP2607 20250918 ... 5346 5366 SP
279 279 SP2608 20250918 ... 5338 5372 SP
280 280 SP2609 20250918 ... 5352 5368 SP
281 281 OP2601 20250918 ... 4232 4258 OP
282 282 OP2602 20250918 ... 4234 4256 OP
283 283 OP2603 20250918 ... 4228 4260 OP
284 284 OP2604 20250918 ... 4260 4278 OP
285 285 OP2605 20250918 ... 4256 4280 OP
286 286 OP2606 20250918 ... 4242 4252 OP
287 287 OP2607 20250918 ... 4262 4262 OP
288 288 OP2608 20250918 ... 4242 4272 OP
289 289 OP2609 20250918 ... 4256 4256 OP
290 290 EC2510 20250918 ... 1117.6 1129.4 EC
291 291 EC2512 20250918 ... 1663 1665.3 EC
292 292 EC2602 20250918 ... 1564.7 1572.8 EC
293 293 EC2604 20250918 ... 1271.7 1278.3 EC
294 294 EC2606 20250918 ... 1456.6 1460.7 EC
295 295 EC2608 20250918 ... 1615.3 1618.6 EC
296 297 SC_TAS2510 20250918 ... SC_TAS
297 298 SC_TAS2511 20250918 ... SC_TAS
298 299 SC_TAS2512 20250918 ... SC_TAS
299 300 SC_TAS2601 20250918 ... SC_TAS
[300 rows x 13 columns]
2025-09-22 16:26:20,033 - future_1d - INFO - ak.get_shfe_daily('2025-09-18') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250918 8404.0 8455.0 ... 32883.69 8427.0 8408.0 AP
1 AP511 20250918 8216.0 8254.0 ... 2697.90 8227.0 8196.0 AP
2 AP512 20250918 8171.0 8238.0 ... 369.66 8215.0 8175.0 AP
3 AP601 20250918 8260.0 8324.0 ... 381468.68 8286.0 8252.0 AP
4 AP603 20250918 8086.0 8197.0 ... 450.19 8185.0 8151.0 AP
5 AP604 20250918 8107.0 8189.0 ... 106.28 8176.0 8144.0 AP
6 AP605 20250918 8206.0 8262.0 ... 2330.93 8237.0 8206.0 AP
7 CF511 20250918 13775.0 13790.0 ... 287741.64 13710.0 13780.0 CF
8 CF601 20250918 13900.0 13925.0 ... 1751429.51 13835.0 13915.0 CF
9 CF603 20250918 13850.0 13880.0 ... 1566.35 13800.0 13880.0 CF
10 CF605 20250918 13850.0 13885.0 ... 162867.13 13795.0 13875.0 CF
11 CF607 20250918 13890.0 13900.0 ... 1305.99 13820.0 13900.0 CF
12 CF609 20250918 14040.0 14045.0 ... 420.01 14000.0 14020.0 CF
13 CJ512 20250918 10805.0 10825.0 ... 4662.21 10670.0 10780.0 CJ
14 CJ601 20250918 10795.0 10845.0 ... 674660.94 10720.0 10800.0 CJ
15 CJ603 20250918 10855.0 10865.0 ... 15413.58 10735.0 10820.0 CJ
16 CJ605 20250918 10895.0 10955.0 ... 137640.13 10810.0 10915.0 CJ
17 CJ607 20250918 11050.0 11085.0 ... 5259.50 10935.0 11040.0 CJ
18 CJ609 20250918 11200.0 11210.0 ... 696.20 11050.0 11195.0 CJ
19 CY510 20250918 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250918 19995.0 20005.0 ... 109011.48 19880.0 19975.0 CY
21 CY512 20250918 0.0 0.0 ... 0.00 19710.0 19720.0 CY
22 CY601 20250918 19850.0 19980.0 ... 3418.93 19875.0 19970.0 CY
23 CY602 20250918 19810.0 19810.0 ... 9.91 19810.0 20090.0 CY
24 CY603 20250918 0.0 0.0 ... 0.00 20170.0 20170.0 CY
25 CY604 20250918 0.0 0.0 ... 0.00 19995.0 20030.0 CY
26 CY605 20250918 0.0 0.0 ... 0.00 20025.0 20135.0 CY
27 CY606 20250918 0.0 0.0 ... 0.00 19990.0 20010.0 CY
28 CY607 20250918 0.0 0.0 ... 0.00 20290.0 20300.0 CY
29 CY608 20250918 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250918 0.0 0.0 ... 0.00 20305.0 20365.0 CY
31 FG510 20250918 1100.0 1110.0 ... 10745.50 1096.0 1109.0 FG
32 FG511 20250918 1108.0 1113.0 ... 156092.29 1095.0 1112.0 FG
33 FG512 20250918 1226.0 1236.0 ... 89127.26 1215.0 1233.0 FG
34 FG601 20250918 1232.0 1238.0 ... 4233727.55 1219.0 1235.0 FG
35 FG602 20250918 1287.0 1290.0 ... 39262.30 1271.0 1283.0 FG
36 FG603 20250918 1289.0 1293.0 ... 2328.38 1277.0 1287.0 FG
37 FG604 20250918 1341.0 1345.0 ... 1174.93 1332.0 1340.0 FG
38 FG605 20250918 1337.0 1347.0 ... 115814.20 1333.0 1339.0 FG
39 FG606 20250918 1372.0 1373.0 ... 1035.67 1363.0 1367.0 FG
40 FG607 20250918 1365.0 1368.0 ... 1986.01 1358.0 1361.0 FG
41 FG608 20250918 1397.0 1397.0 ... 1471.15 1388.0 1387.0 FG
42 FG609 20250918 1394.0 1398.0 ... 3834.29 1390.0 1391.0 FG
43 JR511 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250918 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250918 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250918 2285.0 2288.0 ... 6458.23 2266.0 2290.0 MA
52 MA511 20250918 2309.0 2312.0 ... 146848.25 2291.0 2315.0 MA
53 MA512 20250918 2354.0 2354.0 ... 97591.61 2334.0 2356.0 MA
54 MA601 20250918 2376.0 2376.0 ... 1402531.94 2356.0 2380.0 MA
55 MA602 20250918 2397.0 2398.0 ... 38398.34 2377.0 2401.0 MA
56 MA603 20250918 2409.0 2409.0 ... 825.11 2392.0 2416.0 MA
57 MA604 20250918 2408.0 2411.0 ... 24.06 2406.0 2416.0 MA
58 MA605 20250918 2396.0 2399.0 ... 97740.83 2389.0 2401.0 MA
59 MA606 20250918 2400.0 2402.0 ... 28.75 2396.0 2407.0 MA
60 MA607 20250918 2381.0 2384.0 ... 30.93 2379.0 2389.0 MA
61 MA608 20250918 2386.0 2386.0 ... 2.39 2386.0 2383.0 MA
62 MA609 20250918 2373.0 2373.0 ... 2916.26 2367.0 2372.0 MA
63 OI511 20250918 10155.0 10176.0 ... 546559.31 10129.0 10217.0 OI
64 OI601 20250918 9991.0 10010.0 ... 2660233.71 9966.0 10055.0 OI
65 OI603 20250918 9756.0 9771.0 ... 3058.76 9741.0 9801.0 OI
66 OI605 20250918 9533.0 9541.0 ... 138039.59 9501.0 9572.0 OI
67 OI607 20250918 9470.0 9512.0 ... 937.47 9469.0 9517.0 OI
68 OI609 20250918 9457.0 9483.0 ... 1039.02 9446.0 9481.0 OI
69 PF510 20250918 6414.0 6452.0 ... 12767.35 6404.0 6392.0 PF
70 PF511 20250918 6406.0 6452.0 ... 884407.61 6406.0 6382.0 PF
71 PF512 20250918 6388.0 6426.0 ... 496371.15 6378.0 6362.0 PF
72 PF601 20250918 6418.0 6462.0 ... 59587.85 6420.0 6408.0 PF
73 PF602 20250918 6432.0 6466.0 ... 106013.77 6414.0 6410.0 PF
74 PF603 20250918 6428.0 6478.0 ... 209.81 6456.0 6412.0 PF
75 PF604 20250918 6464.0 6500.0 ... 188.24 6492.0 6438.0 PF
76 PF605 20250918 6486.0 6530.0 ... 143.14 6506.0 6470.0 PF
77 PF606 20250918 6502.0 6542.0 ... 29.32 6516.0 6480.0 PF
78 PF607 20250918 6522.0 6564.0 ... 26.17 6542.0 6504.0 PF
79 PF608 20250918 6576.0 6576.0 ... 13.13 6566.0 6524.0 PF
80 PF609 20250918 6560.0 6560.0 ... 6.55 6554.0 6580.0 PF
81 PK510 20250918 7818.0 7862.0 ... 6038.10 7842.0 7818.0 PK
82 PK511 20250918 7822.0 7872.0 ... 376133.40 7844.0 7810.0 PK
83 PK512 20250918 7842.0 7872.0 ... 127558.71 7846.0 7824.0 PK
84 PK601 20250918 7826.0 7844.0 ... 30568.69 7834.0 7830.0 PK
85 PK603 20250918 7850.0 7858.0 ... 74.61 7854.0 7850.0 PK
86 PK604 20250918 7868.0 7870.0 ... 23.59 7864.0 7862.0 PK
87 PK605 20250918 7864.0 7878.0 ... 2660.28 7872.0 7870.0 PK
88 PL601 20250918 6466.0 6474.0 ... 67376.72 6443.0 6449.0 PL
89 PL602 20250918 6480.0 6501.0 ... 1967.11 6471.0 6477.0 PL
90 PL603 20250918 6495.0 6515.0 ... 39.01 6502.0 6499.0 PL
91 PL604 20250918 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250918 0.0 0.0 ... 0.00 6419.0 6428.0 PL
93 PL606 20250918 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250918 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250918 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250918 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250918 5880.0 5912.0 ... 2120.51 5866.0 5870.0 PR
104 PR511 20250918 5860.0 5906.0 ... 815102.13 5878.0 5856.0 PR
105 PR512 20250918 5874.0 5908.0 ... 723632.37 5884.0 5858.0 PR
106 PR601 20250918 5862.0 5904.0 ... 112287.43 5866.0 5856.0 PR
107 PR602 20250918 5896.0 5928.0 ... 4506.64 5892.0 5886.0 PR
108 PR603 20250918 5916.0 5930.0 ... 292.30 5906.0 5906.0 PR
109 PR604 20250918 5928.0 5928.0 ... 17.77 5924.0 5930.0 PR
110 PR605 20250918 5960.0 5978.0 ... 35.75 5960.0 5924.0 PR
111 PR606 20250918 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250918 0.0 0.0 ... 0.00 5952.0 5962.0 PR
113 PR608 20250918 0.0 0.0 ... 0.00 5958.0 5966.0 PR
114 PR609 20250918 0.0 0.0 ... 0.00 5932.0 5932.0 PR
115 PX510 20250918 6788.0 6874.0 ... 1735.79 6754.0 6796.0 PX
116 PX511 20250918 6770.0 6850.0 ... 907304.33 6764.0 6782.0 PX
117 PX512 20250918 6750.0 6824.0 ... 315247.99 6748.0 6760.0 PX
118 PX601 20250918 6738.0 6798.0 ... 203714.10 6728.0 6732.0 PX
119 PX602 20250918 6724.0 6790.0 ... 22280.11 6720.0 6722.0 PX
120 PX603 20250918 6732.0 6732.0 ... 6.72 6718.0 6742.0 PX
121 PX604 20250918 6716.0 6720.0 ... 6.72 6718.0 6742.0 PX
122 PX605 20250918 6728.0 6780.0 ... 1110.31 6710.0 6728.0 PX
123 PX606 20250918 0.0 0.0 ... 0.00 6686.0 6718.0 PX
124 PX607 20250918 6736.0 6814.0 ... 87.54 6734.0 6736.0 PX
125 PX608 20250918 6694.0 6694.0 ... 3.35 6694.0 6748.0 PX
126 PX609 20250918 6770.0 6770.0 ... 16.81 6724.0 6750.0 PX
127 RI511 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250918 2490.0 2522.0 ... 29211.27 2500.0 2499.0 RM
134 RM601 20250918 2462.0 2487.0 ... 751591.08 2469.0 2485.0 RM
135 RM603 20250918 2384.0 2394.0 ... 16015.45 2378.0 2392.0 RM
136 RM605 20250918 2364.0 2374.0 ... 106627.58 2362.0 2377.0 RM
137 RM607 20250918 2354.0 2364.0 ... 7553.95 2353.0 2375.0 RM
138 RM608 20250918 2463.0 2463.0 ... 203.96 2457.0 2472.0 RM
139 RM609 20250918 2443.0 2449.0 ... 1717.99 2440.0 2466.0 RM
140 RS511 20250918 5280.0 5299.0 ... 58.03 5276.0 5295.0 RS
141 RS607 20250918 5563.0 5563.0 ... 22.23 5558.0 5548.0 RS
142 RS608 20250918 5539.0 5572.0 ... 77.81 5558.0 5560.0 RS
143 RS609 20250918 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250918 1252.0 1253.0 ... 13273.58 1227.0 1246.0 SA
145 SA511 20250918 1254.0 1265.0 ... 631576.40 1239.0 1258.0 SA
146 SA512 20250918 1322.0 1330.0 ... 256567.90 1303.0 1321.0 SA
147 SA601 20250918 1334.0 1342.0 ... 3940997.80 1317.0 1333.0 SA
148 SA602 20250918 1367.0 1372.0 ... 355908.90 1351.0 1362.0 SA
149 SA603 20250918 1370.0 1378.0 ... 5880.17 1352.0 1370.0 SA
150 SA604 20250918 1414.0 1417.0 ... 1771.09 1397.0 1411.0 SA
151 SA605 20250918 1414.0 1424.0 ... 125919.59 1405.0 1415.0 SA
152 SA606 20250918 1431.0 1433.0 ... 1787.90 1414.0 1425.0 SA
153 SA607 20250918 1428.0 1432.0 ... 3379.94 1415.0 1424.0 SA
154 SA608 20250918 1451.0 1451.0 ... 2731.40 1438.0 1443.0 SA
155 SA609 20250918 1451.0 1457.0 ... 4601.14 1446.0 1448.0 SA
156 SF510 20250918 5564.0 5660.0 ... 11038.72 5602.0 5544.0 SF
157 SF511 20250918 5746.0 5856.0 ... 924236.30 5780.0 5726.0 SF
158 SF512 20250918 5720.0 5828.0 ... 170068.38 5752.0 5700.0 SF
159 SF601 20250918 5720.0 5824.0 ... 312152.99 5760.0 5704.0 SF
160 SF602 20250918 5688.0 5782.0 ... 52658.98 5714.0 5666.0 SF
161 SF603 20250918 5848.0 5890.0 ... 134.95 5868.0 5842.0 SF
162 SF604 20250918 5920.0 5920.0 ... 8.84 5892.0 5856.0 SF
163 SF605 20250918 5840.0 5924.0 ... 5530.89 5860.0 5810.0 SF
164 SF606 20250918 5800.0 5882.0 ... 43.76 5834.0 5758.0 SF
165 SF607 20250918 5926.0 6020.0 ... 107.37 5966.0 5948.0 SF
166 SF608 20250918 5952.0 5978.0 ... 32.75 5954.0 5902.0 SF
167 SF609 20250918 5938.0 5988.0 ... 50.61 5954.0 5884.0 SF
168 SH510 20250918 2500.0 2534.0 ... 55450.55 2503.0 2511.0 SH
169 SH511 20250918 2531.0 2568.0 ... 693793.25 2538.0 2538.0 SH
170 SH512 20250918 2603.0 2621.0 ... 284811.14 2596.0 2589.0 SH
171 SH601 20250918 2610.0 2622.0 ... 3451150.83 2600.0 2593.0 SH
172 SH602 20250918 2620.0 2641.0 ... 96292.71 2623.0 2612.0 SH
173 SH603 20250918 2645.0 2657.0 ... 4184.45 2637.0 2631.0 SH
174 SH604 20250918 2683.0 2700.0 ... 273.99 2686.0 2671.0 SH
175 SH605 20250918 2695.0 2708.0 ... 18960.10 2689.0 2683.0 SH
176 SH606 20250918 2712.0 2718.0 ... 97.40 2705.0 2698.0 SH
177 SH607 20250918 2701.0 2709.0 ... 88.68 2687.0 2690.0 SH
178 SH608 20250918 2690.0 2690.0 ... 16.11 2686.0 2689.0 SH
179 SH609 20250918 2716.0 2724.0 ... 308.92 2710.0 2703.0 SH
180 SM510 20250918 5840.0 5930.0 ... 11614.66 5870.0 5848.0 SM
181 SM511 20250918 5936.0 5998.0 ... 656579.46 5946.0 5936.0 SM
182 SM512 20250918 5952.0 6008.0 ... 141399.49 5954.0 5940.0 SM
183 SM601 20250918 5970.0 6026.0 ... 735194.69 5976.0 5956.0 SM
184 SM602 20250918 5996.0 6028.0 ... 456433.58 5974.0 5964.0 SM
185 SM603 20250918 5964.0 6036.0 ... 437.46 5994.0 5978.0 SM
186 SM604 20250918 5990.0 5990.0 ... 3.00 5990.0 5986.0 SM
187 SM605 20250918 6004.0 6062.0 ... 9724.06 6010.0 5984.0 SM
188 SM606 20250918 6052.0 6052.0 ... 12.04 6020.0 6006.0 SM
189 SM607 20250918 6074.0 6076.0 ... 39.28 6042.0 6006.0 SM
190 SM608 20250918 6040.0 6052.0 ... 9.07 6048.0 6040.0 SM
191 SM609 20250918 6026.0 6088.0 ... 473.91 6038.0 6030.0 SM
192 SR511 20250918 5535.0 5546.0 ... 167263.30 5508.0 5537.0 SR
193 SR601 20250918 5526.0 5536.0 ... 1733746.50 5496.0 5538.0 SR
194 SR603 20250918 5515.0 5524.0 ... 6147.21 5484.0 5523.0 SR
195 SR605 20250918 5507.0 5517.0 ... 186984.65 5472.0 5514.0 SR
196 SR607 20250918 5508.0 5515.0 ... 9120.03 5481.0 5514.0 SR
197 SR609 20250918 5510.0 5523.0 ... 3975.11 5490.0 5524.0 SR
198 TA510 20250918 4674.0 4718.0 ... 25888.62 4674.0 4670.0 TA
199 TA511 20250918 4684.0 4734.0 ... 432739.31 4690.0 4682.0 TA
200 TA512 20250918 4702.0 4746.0 ... 212817.89 4706.0 4694.0 TA
201 TA601 20250918 4704.0 4748.0 ... 2019674.44 4708.0 4698.0 TA
202 TA602 20250918 4710.0 4756.0 ... 30094.94 4712.0 4710.0 TA
203 TA603 20250918 4736.0 4748.0 ... 21.32 4738.0 4714.0 TA
204 TA604 20250918 4744.0 4744.0 ... 52.17 4744.0 4720.0 TA
205 TA605 20250918 4740.0 4780.0 ... 62364.73 4740.0 4740.0 TA
206 TA606 20250918 4730.0 4730.0 ... 2.37 4730.0 4752.0 TA
207 TA607 20250918 4766.0 4770.0 ... 11.90 4760.0 4762.0 TA
208 TA608 20250918 0.0 0.0 ... 0.00 4746.0 4770.0 TA
209 TA609 20250918 4778.0 4810.0 ... 88.05 4760.0 4776.0 TA
210 UR510 20250918 1587.0 1588.0 ... 3670.35 1577.0 1593.0 UR
211 UR511 20250918 1660.0 1664.0 ... 52101.60 1653.0 1665.0 UR
212 UR512 20250918 1674.0 1674.0 ... 14111.41 1664.0 1675.0 UR
213 UR601 20250918 1681.0 1681.0 ... 381294.71 1671.0 1681.0 UR
214 UR602 20250918 1677.0 1683.0 ... 821.81 1677.0 1685.0 UR
215 UR603 20250918 1725.0 1729.0 ... 110.19 1722.0 1732.0 UR
216 UR604 20250918 1727.0 1730.0 ... 75.89 1725.0 1738.0 UR
217 UR605 20250918 1736.0 1736.0 ... 22637.52 1726.0 1734.0 UR
218 UR606 20250918 1729.0 1730.0 ... 306.80 1724.0 1734.0 UR
219 UR607 20250918 1756.0 1760.0 ... 207.29 1757.0 1761.0 UR
220 UR608 20250918 1749.0 1753.0 ... 97.96 1749.0 1758.0 UR
221 UR609 20250918 1754.0 1755.0 ... 268.94 1746.0 1755.0 UR
222 WH511 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 16:26:20,362 - future_1d - INFO - ak.get_czce_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 PS2510 20250918 53405.0 ... 53200.0 53465.0 PS
1 PS2511 20250918 53200.0 ... 53160.0 53465.0 PS
2 PS2512 20250918 56000.0 ... 55775.0 56115.0 PS
3 PS2601 20250918 55985.0 ... 55590.0 56020.0 PS
4 PS2602 20250918 55930.0 ... 55695.0 56125.0 PS
5 PS2603 20250918 55955.0 ... 55635.0 56150.0 PS
6 PS2604 20250918 55955.0 ... 55870.0 56195.0 PS
7 PS2605 20250918 56075.0 ... 55705.0 56225.0 PS
8 PS2606 20250918 58385.0 ... 58010.0 58570.0 PS
9 PS2607 20250918 58375.0 ... 57890.0 58665.0 PS
10 PS2608 20250918 58810.0 ... 57885.0 58725.0 PS
11 PS2609 20250918 58530.0 ... 57975.0 58695.0 PS
13 SI2510 20250918 8910.0 ... 8940.0 8910.0 SI
14 SI2511 20250918 8920.0 ... 8980.0 8925.0 SI
15 SI2512 20250918 9290.0 ... 9355.0 9305.0 SI
16 SI2601 20250918 9335.0 ... 9355.0 9305.0 SI
17 SI2602 20250918 9325.0 ... 9350.0 9320.0 SI
18 SI2603 20250918 9340.0 ... 9360.0 9340.0 SI
19 SI2604 20250918 9630.0 ... 9385.0 9325.0 SI
20 SI2605 20250918 9365.0 ... 9390.0 9350.0 SI
21 SI2606 20250918 9340.0 ... 9425.0 9335.0 SI
22 SI2607 20250918 9350.0 ... 9385.0 9355.0 SI
23 SI2608 20250918 9385.0 ... 9410.0 9360.0 SI
24 SI2609 20250918 9330.0 ... 9390.0 9370.0 SI
27 LC2510 20250918 73280.0 ... 72620.0 73280.0 LC
28 LC2511 20250918 73120.0 ... 72780.0 73420.0 LC
29 LC2512 20250918 73140.0 ... 72840.0 73560.0 LC
30 LC2601 20250918 73480.0 ... 72840.0 73560.0 LC
31 LC2602 20250918 73120.0 ... 72580.0 73440.0 LC
32 LC2603 20250918 73300.0 ... 72780.0 73480.0 LC
33 LC2604 20250918 73980.0 ... 73520.0 74080.0 LC
34 LC2605 20250918 74220.0 ... 73420.0 74120.0 LC
35 LC2606 20250918 74040.0 ... 73260.0 73860.0 LC
36 LC2607 20250918 74000.0 ... 73160.0 73760.0 LC
37 LC2608 20250918 74100.0 ... 73060.0 73620.0 LC
38 LC2609 20250918 75060.0 ... 72980.0 73780.0 LC
[36 rows x 12 columns]
2025-09-22 16:26:20,654 - future_1d - INFO - ak.get_gfex_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 a2511 20250918 3896.00 ... 3892.00 3914.00 A
1 a2601 20250918 3910.00 ... 3893.00 3919.00 A
2 a2603 20250918 3911.00 ... 3900.00 3924.00 A
3 a2605 20250918 3953.00 ... 3940.00 3964.00 A
4 a2607 20250918 3957.00 ... 3944.00 3970.00 A
5 a2609 20250918 3972.00 ... 3953.00 3976.00 A
6 b2510 20250918 3675.00 ... 3674.00 3689.00 B
7 b2511 20250918 3683.00 ... 3670.00 3705.00 B
8 b2512 20250918 3723.00 ... 3709.00 3748.00 B
9 b2601 20250918 3719.00 ... 3704.00 3741.00 B
10 b2602 20250918 3705.00 ... 3687.00 3725.00 B
11 b2603 20250918 3670.00 ... 3654.00 3682.00 B
12 b2604 20250918 3560.00 ... 3545.00 3577.00 B
13 b2605 20250918 3495.00 ... 3484.00 3508.00 B
14 b2606 20250918 3476.00 ... 3459.00 3482.00 B
15 b2607 20250918 3468.00 ... 3457.00 3484.00 B
16 b2608 20250918 3566.00 ... 3562.00 3582.00 B
17 b2609 20250918 3585.00 ... 3574.00 3591.00 B
18 bb2511 20250918 142.15 ... 142.20 142.30 BB
19 bb2601 20250918 146.85 ... 146.65 146.95 BB
20 bb2603 20250918 146.80 ... 146.85 146.90 BB
21 bb2605 20250918 0.00 ... 141.60 141.60 BB
22 bb2607 20250918 0.00 ... 146.40 146.40 BB
23 bb2609 20250918 0.00 ... 146.40 146.40 BB
24 bz2603 20250918 6059.00 ... 6021.00 6069.00 BZ
25 bz2604 20250918 6033.00 ... 5974.00 6046.00 BZ
26 bz2605 20250918 5981.00 ... 5981.00 6072.00 BZ
27 bz2606 20250918 5954.00 ... 5954.00 6008.00 BZ
28 bz2607 20250918 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250918 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250918 2165.00 ... 2170.00 2163.00 C
31 c2601 20250918 2157.00 ... 2162.00 2155.00 C
32 c2603 20250918 2167.00 ... 2171.00 2166.00 C
33 c2605 20250918 2225.00 ... 2229.00 2226.00 C
34 c2607 20250918 2239.00 ... 2241.00 2240.00 C
35 c2609 20250918 2253.00 ... 2254.00 2254.00 C
36 cs2511 20250918 2453.00 ... 2465.00 2448.00 CS
37 cs2601 20250918 2550.00 ... 2489.00 2471.00 CS
38 cs2603 20250918 2486.00 ... 2492.00 2479.00 CS
39 cs2605 20250918 2570.00 ... 2573.00 2562.00 CS
40 cs2607 20250918 2578.00 ... 2577.00 2567.00 CS
41 cs2609 20250918 2596.00 ... 2597.00 2585.00 CS
42 eb2509 20250918 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250918 7123.00 ... 7079.00 7159.00 EB
44 eb2511 20250918 7132.00 ... 7090.00 7176.00 EB
45 eb2512 20250918 7160.00 ... 7099.00 7182.00 EB
46 eb2601 20250918 7185.00 ... 7130.00 7200.00 EB
47 eb2602 20250918 7201.00 ... 7156.00 7220.00 EB
48 eb2603 20250918 7217.00 ... 7183.00 7240.00 EB
49 eb2604 20250918 7247.00 ... 7230.00 7273.00 EB
50 eb2605 20250918 7292.00 ... 7251.00 7288.00 EB
51 eb2606 20250918 7260.00 ... 7260.00 7297.00 EB
52 eb2607 20250918 7283.00 ... 7283.00 7314.00 EB
53 eb2608 20250918 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250918 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250918 4333.00 ... 4314.00 4312.00 EG
56 eg2511 20250918 4291.00 ... 4275.00 4280.00 EG
57 eg2512 20250918 4277.00 ... 4275.00 4273.00 EG
58 eg2601 20250918 4290.00 ... 4282.00 4289.00 EG
59 eg2602 20250918 4297.00 ... 4284.00 4295.00 EG
60 eg2603 20250918 4308.00 ... 4298.00 4298.00 EG
61 eg2604 20250918 4338.00 ... 4338.00 4340.00 EG
62 eg2605 20250918 4339.00 ... 4340.00 4340.00 EG
63 eg2606 20250918 4358.00 ... 4358.00 4348.00 EG
64 eg2607 20250918 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250918 0.00 ... 4399.00 4402.00 EG
66 fb2510 20250918 1262.50 ... 1259.50 1268.50 FB
67 fb2511 20250918 1251.00 ... 1252.00 1251.00 FB
68 fb2512 20250918 1261.00 ... 1256.00 1259.50 FB
69 fb2601 20250918 1255.50 ... 1252.00 1253.50 FB
70 fb2602 20250918 1250.00 ... 1250.50 1248.50 FB
71 fb2603 20250918 1251.50 ... 1246.00 1249.00 FB
72 fb2604 20250918 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250918 0.00 ... 1292.50 1301.50 FB
74 fb2606 20250918 0.00 ... 1322.50 1330.00 FB
75 fb2607 20250918 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250918 0.00 ... 1281.00 1285.00 FB
77 fb2609 20250918 0.00 ... 1296.00 1296.00 FB
78 i2510 20250918 822.50 ... 820.50 820.00 I
79 i2511 20250918 816.50 ... 814.50 815.50 I
80 i2512 20250918 813.00 ... 809.00 809.50 I
81 i2601 20250918 805.00 ... 801.00 801.00 I
82 i2602 20250918 798.50 ... 795.50 795.50 I
83 i2603 20250918 792.00 ... 790.50 790.00 I
84 i2604 20250918 789.50 ... 786.50 786.50 I
85 i2605 20250918 782.50 ... 780.00 780.00 I
86 i2606 20250918 777.50 ... 775.00 775.00 I
87 i2607 20250918 772.50 ... 770.50 770.50 I
88 i2608 20250918 768.00 ... 765.50 766.00 I
89 i2609 20250918 762.50 ... 761.00 760.50 I
90 j2510 20250918 1628.50 ... 1626.50 1628.50 J
91 j2511 20250918 1677.50 ... 1655.00 1655.50 J
92 j2512 20250918 1698.00 ... 1691.00 1691.00 J
93 j2601 20250918 1738.00 ... 1725.50 1728.00 J
94 j2602 20250918 0.00 ... 1754.00 1754.00 J
95 j2603 20250918 0.00 ... 1763.50 1763.50 J
96 j2604 20250918 0.00 ... 1814.00 1814.00 J
97 j2605 20250918 1870.00 ... 1853.50 1857.00 J
98 j2606 20250918 1878.00 ... 1879.50 1887.00 J
99 j2607 20250918 1880.50 ... 1878.50 1885.00 J
100 j2608 20250918 0.00 ... 1906.00 1906.00 J
101 j2609 20250918 1906.50 ... 1902.00 1895.00 J
102 jd2509 20250918 3201.00 ... 3193.00 3226.00 JD
103 jd2510 20250918 3044.00 ... 3041.00 3063.00 JD
104 jd2511 20250918 3110.00 ... 3119.00 3110.00 JD
105 jd2512 20250918 3210.00 ... 3242.00 3208.00 JD
106 jd2601 20250918 3373.00 ... 3396.00 3375.00 JD
107 jd2602 20250918 3114.00 ... 3131.00 3117.00 JD
108 jd2603 20250918 3128.00 ... 3148.00 3130.00 JD
109 jd2604 20250918 3310.00 ... 3318.00 3318.00 JD
110 jd2605 20250918 3428.00 ... 3432.00 3436.00 JD
111 jd2606 20250918 3240.00 ... 3245.00 3245.00 JD
112 jd2607 20250918 3479.00 ... 3484.00 3487.00 JD
113 jd2608 20250918 3916.00 ... 3916.00 3916.00 JD
114 jm2510 20250918 1043.00 ... 1034.00 1043.00 JM
115 jm2511 20250918 1094.50 ... 1082.00 1094.50 JM
116 jm2512 20250918 1164.00 ... 1148.50 1163.50 JM
117 jm2601 20250918 1230.00 ... 1215.50 1229.50 JM
118 jm2602 20250918 1258.00 ... 1237.00 1252.50 JM
119 jm2603 20250918 1271.50 ... 1258.50 1269.50 JM
120 jm2604 20250918 1291.50 ... 1281.00 1288.50 JM
121 jm2605 20250918 1304.00 ... 1302.50 1309.00 JM
122 jm2606 20250918 1323.50 ... 1316.00 1326.00 JM
123 jm2607 20250918 1340.00 ... 1326.00 1331.50 JM
124 jm2608 20250918 1346.50 ... 1339.00 1342.50 JM
125 jm2609 20250918 1363.50 ... 1360.50 1363.50 JM
126 l2510 20250918 7131.00 ... 7142.00 7165.00 L
127 l2511 20250918 7193.00 ... 7159.00 7195.00 L
128 l2512 20250918 7218.00 ... 7188.00 7225.00 L
129 l2601 20250918 7235.00 ... 7219.00 7249.00 L
130 l2602 20250918 7229.00 ... 7211.00 7241.00 L
131 l2603 20250918 7259.00 ... 7238.00 7257.00 L
132 l2604 20250918 7295.00 ... 7281.00 7290.00 L
133 l2605 20250918 7292.00 ... 7265.00 7290.00 L
134 l2606 20250918 7296.00 ... 7247.00 7280.00 L
135 l2607 20250918 7301.00 ... 7284.00 7302.00 L
136 l2608 20250918 7299.00 ... 7282.00 7310.00 L
137 l2609 20250918 7302.00 ... 7296.00 7311.00 L
138 lg2509 20250918 770.00 ... 770.00 770.00 LG
139 lg2511 20250918 809.00 ... 806.00 808.50 LG
140 lg2601 20250918 823.50 ... 819.50 822.50 LG
141 lg2603 20250918 825.50 ... 824.50 827.00 LG
142 lg2605 20250918 833.00 ... 828.50 831.50 LG
143 lg2607 20250918 832.00 ... 830.50 832.50 LG
144 lh2509 20250918 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250918 12900.00 ... 12885.00 13055.00 LH
146 lh2601 20250918 13350.00 ... 13395.00 13575.00 LH
147 lh2603 20250918 12985.00 ... 12915.00 13005.00 LH
148 lh2605 20250918 13530.00 ... 13460.00 13540.00 LH
149 lh2607 20250918 14285.00 ... 14215.00 14315.00 LH
150 m2511 20250918 2977.00 ... 2968.00 2980.00 M
151 m2512 20250918 3020.00 ... 3015.00 3031.00 M
152 m2601 20250918 3008.00 ... 3001.00 3019.00 M
153 m2603 20250918 2949.00 ... 2942.00 2960.00 M
154 m2605 20250918 2784.00 ... 2775.00 2790.00 M
155 m2607 20250918 2773.00 ... 2760.00 2774.00 M
156 m2608 20250918 2894.00 ... 2886.00 2901.00 M
157 m2609 20250918 2905.00 ... 2889.00 2904.00 M
158 p2510 20250918 9342.00 ... 9254.00 9408.00 P
159 p2511 20250918 9320.00 ... 9286.00 9416.00 P
160 p2512 20250918 9386.00 ... 9320.00 9464.00 P
161 p2601 20250918 9408.00 ... 9344.00 9494.00 P
162 p2602 20250918 9386.00 ... 9312.00 9464.00 P
163 p2603 20250918 9362.00 ... 9318.00 9416.00 P
164 p2604 20250918 9296.00 ... 9246.00 9340.00 P
165 p2605 20250918 9198.00 ... 9138.00 9258.00 P
166 p2606 20250918 9100.00 ... 9042.00 9140.00 P
167 p2607 20250918 8982.00 ... 8922.00 9060.00 P
168 p2608 20250918 8896.00 ... 8872.00 8988.00 P
169 p2609 20250918 8890.00 ... 8844.00 8922.00 P
170 pg2509 20250918 3805.00 ... 3805.00 3752.00 PG
171 pg2510 20250918 4498.00 ... 4466.00 4485.00 PG
172 pg2511 20250918 4436.00 ... 4400.00 4431.00 PG
173 pg2512 20250918 4370.00 ... 4336.00 4372.00 PG
174 pg2601 20250918 4305.00 ... 4270.00 4305.00 PG
175 pg2602 20250918 4240.00 ... 4209.00 4240.00 PG
176 pg2603 20250918 4148.00 ... 4123.00 4148.00 PG
177 pg2604 20250918 4471.00 ... 4451.00 4476.00 PG
178 pg2605 20250918 4383.00 ... 4379.00 4383.00 PG
179 pg2606 20250918 4300.00 ... 4297.00 4327.00 PG
180 pg2607 20250918 4255.00 ... 4247.00 4270.00 PG
181 pg2608 20250918 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250918 6885.00 ... 6862.00 6878.00 PP
183 pp2511 20250918 6909.00 ... 6886.00 6916.00 PP
184 pp2512 20250918 6951.00 ... 6921.00 6951.00 PP
185 pp2601 20250918 6983.00 ... 6955.00 6982.00 PP
186 pp2602 20250918 6962.00 ... 6930.00 6958.00 PP
187 pp2603 20250918 6969.00 ... 6953.00 6969.00 PP
188 pp2604 20250918 6986.00 ... 6961.00 6996.00 PP
189 pp2605 20250918 7019.00 ... 6993.00 7013.00 PP
190 pp2606 20250918 6981.00 ... 6951.00 6982.00 PP
191 pp2607 20250918 6953.00 ... 6941.00 6950.00 PP
192 pp2608 20250918 6954.00 ... 6950.00 6958.00 PP
193 pp2609 20250918 6974.00 ... 6966.00 6983.00 PP
194 rr2510 20250918 3596.00 ... 3603.00 3604.00 RR
195 rr2511 20250918 3605.00 ... 3605.00 3605.00 RR
196 rr2512 20250918 3597.00 ... 3597.00 3599.00 RR
197 rr2601 20250918 3616.00 ... 3617.00 3621.00 RR
198 rr2602 20250918 0.00 ... 3599.00 3599.00 RR
199 rr2603 20250918 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250918 0.00 ... 3611.00 3611.00 RR
201 rr2605 20250918 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250918 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250918 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250918 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250918 0.00 ... 3614.00 3614.00 RR
206 v2510 20250918 4844.00 ... 4828.00 4852.00 V
207 v2511 20250918 4887.00 ... 4848.00 4883.00 V
208 v2512 20250918 4924.00 ... 4895.00 4924.00 V
209 v2601 20250918 4975.00 ... 4939.00 4967.00 V
210 v2602 20250918 5027.00 ... 4973.00 5005.00 V
211 v2603 20250918 5041.00 ... 5003.00 5035.00 V
212 v2604 20250918 5231.00 ... 5206.00 5228.00 V
213 v2605 20250918 5279.00 ... 5241.00 5268.00 V
214 v2606 20250918 5301.00 ... 5269.00 5299.00 V
215 v2607 20250918 5320.00 ... 5301.00 5329.00 V
216 v2608 20250918 5359.00 ... 5337.00 5366.00 V
217 v2609 20250918 5393.00 ... 5370.00 5382.00 V
218 y2511 20250918 8368.00 ... 8308.00 8440.00 Y
219 y2512 20250918 8422.00 ... 8346.00 8476.00 Y
220 y2601 20250918 8352.00 ... 8306.00 8422.00 Y
221 y2603 20250918 8290.00 ... 8276.00 8350.00 Y
222 y2605 20250918 8090.00 ... 8052.00 8132.00 Y
223 y2607 20250918 8058.00 ... 7998.00 8088.00 Y
224 y2608 20250918 8086.00 ... 8016.00 8104.00 Y
225 y2609 20250918 8038.00 ... 7988.00 8080.00 Y
[226 rows x 12 columns]
2025-09-22 16:26:21,216 - future_1d - INFO - ak.get_dce_daily('2025-09-18') done
2025-09-22 16:26:22,978 - future_1d - INFO - save future_daily 2025-09-18 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250919 7177.200 ... 7182.620 7164.600 IC
1 IC2510 20250919 7120.000 ... 7117.800 7090.800 IC
2 IC2512 20250919 6995.600 ... 6999.000 6960.200 IC
3 IC2603 20250919 6833.000 ... 6831.000 6793.600 IC
4 IF2509 20250919 4493.000 ... 4509.780 4483.400 IF
5 IF2510 20250919 4478.000 ... 4495.000 4470.200 IF
6 IF2512 20250919 4455.000 ... 4470.400 4440.000 IF
7 IF2603 20250919 4425.000 ... 4446.600 4416.400 IF
8 IH2509 20250919 2911.600 ... 2918.050 2907.800 IH
9 IH2510 20250919 2912.400 ... 2917.400 2904.200 IH
10 IH2512 20250919 2917.400 ... 2917.400 2903.400 IH
11 IH2603 20250919 2916.000 ... 2919.600 2906.000 IH
12 IM2509 20250919 7461.400 ... 7448.680 7449.200 IM
13 IM2510 20250919 7380.000 ... 7361.000 7366.800 IM
14 IM2512 20250919 7224.000 ... 7202.200 7206.200 IM
15 IM2603 20250919 7003.400 ... 6994.000 7001.800 IM
16 T2512 20250919 108.080 ... 107.755 108.065 T
17 T2603 20250919 107.715 ... 107.420 107.735 T
18 T2606 20250919 107.590 ... 107.285 107.565 T
19 TF2512 20250919 105.820 ... 105.630 105.815 TF
20 TF2603 20250919 105.695 ... 105.510 105.685 TF
21 TF2606 20250919 105.570 ... 105.420 105.590 TF
22 TL2512 20250919 115.640 ... 114.880 115.680 TL
23 TL2603 20250919 115.320 ... 114.570 115.360 TL
24 TL2606 20250919 115.330 ... 114.540 115.310 TL
25 TS2512 20250919 102.420 ... 102.358 102.414 TS
26 TS2603 20250919 102.330 ... 102.292 102.340 TS
27 TS2606 20250919 102.288 ... 102.274 102.302 TS
[28 rows x 12 columns]
2025-09-22 16:26:33,250 - future_1d - INFO - ak.get_cffex_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250919 492.4 497 ... 79529.8 492.1 495.5 SC
1 SC2511 20250919 496 496.8 ... 5350084.38 491.2 496.3 SC
2 SC2512 20250919 492.5 495.2 ... 691817.35 489.8 493.5 SC
3 SC2601 20250919 491.4 494 ... 197806.98 488.5 491.9 SC
4 SC2602 20250919 490.2 492 ... 26665.74 486.6 490.4 SC
5 SC2603 20250919 489.5 491.1 ... 17934.02 486 489.8 SC
6 SC2604 20250919 489.4 490.2 ... 12977.04 486 488 SC
7 SC2605 20250919 487.4 488.9 ... 3203.87 485.4 487.2 SC
8 SC2606 20250919 486.1 488.8 ... 10883.51 485.8 487 SC
9 SC2607 20250919 486.3 486.3 ... 484.66 484.6 485.2 SC
10 SC2608 20250919 483.8 483.8 ... 96.6 483 483.9 SC
11 SC2609 20250919 480.2 482.1 ... 144.25 480.8 483.8 SC
12 SC2612 20250919 477.9 477.9 ... 95.42 477.1 482.5 SC
13 SC2703 20250919 ... 0 475.1 475.1 SC
14 SC2706 20250919 469.2 469.2 ... 93.84 469.2 476.8 SC
15 SC2709 20250919 ... 0 473.2 473.2 SC
16 SC2712 20250919 475.8 475.8 ... 331.07 472.9 474.1 SC
17 SC2803 20250919 ... 0 471 471.2 SC
18 SC2806 20250919 466.3 470.4 ... 280.52 467.5 472.5 SC
19 SC2809 20250919 ... 0 465.7 465.7 SC
21 LU2510 20250919 3386 3403 ... 1433.485 3372 3418 LU
22 LU2511 20250919 3423 3435 ... 264241.092 3405 3428 LU
23 LU2512 20250919 3406 3423 ... 124304.829 3388 3410 LU
24 LU2601 20250919 3402 3415 ... 30635.477 3382 3403 LU
25 LU2602 20250919 3384 3400 ... 1701.261 3362 3389 LU
26 LU2603 20250919 3412 3412 ... 43.712 3362 3378 LU
27 LU2604 20250919 3345 3345 ... 3.345 3345 3365 LU
28 LU2605 20250919 3352 3352 ... 10.038 3346 3374 LU
29 LU2606 20250919 3375 3375 ... 13.411 3352 3360 LU
30 LU2607 20250919 3371 3371 ... 10.051 3350 3358 LU
31 LU2608 20250919 3356 3356 ... 23.4 3342 3346 LU
32 LU2609 20250919 3335 3351 ... 43.282 3329 3325 LU
34 NR2510 20250919 12305 12350 ... 45954.425 12280 12305 NR
35 NR2511 20250919 12350 12365 ... 1022204.27 12290 12330 NR
36 NR2512 20250919 12380 12410 ... 203639.26 12335 12355 NR
37 NR2601 20250919 12425 12445 ... 177399.435 12370 12400 NR
38 NR2602 20250919 12440 12440 ... 2394.74 12405 12455 NR
39 NR2603 20250919 12405 12405 ... 136.14 12375 12435 NR
40 NR2604 20250919 12500 12500 ... 410.47 12435 12405 NR
41 NR2605 20250919 12480 12480 ... 24.945 12470 12455 NR
42 NR2606 20250919 ... 0 12440 12440 NR
43 NR2607 20250919 ... 0 12650 12655 NR
44 NR2608 20250919 ... 0 12685 12685 NR
45 NR2609 20250919 ... 0 12510 12510 NR
47 BC2510 20250919 70680 71010 ... 115551.94 70760 70760 BC
48 BC2511 20250919 70700 71080 ... 29847.295 70890 70820 BC
49 BC2512 20250919 ... 0 71670 71670 BC
50 BC2601 20250919 ... 0 71000 71000 BC
51 BC2602 20250919 ... 0 71100 71100 BC
52 BC2603 20250919 ... 0 71200 71200 BC
53 BC2604 20250919 ... 0 71300 71300 BC
54 BC2605 20250919 ... 0 71300 71300 BC
55 BC2606 20250919 ... 0 71400 71400 BC
56 BC2607 20250919 ... 0 71400 71400 BC
57 BC2608 20250919 ... 0 71400 71400 BC
58 BC2609 20250919 ... 0 71550 71550 BC
60 EC2510 20250919 1105 1106 ... 177534.134 1072.3 1117.6 EC
61 EC2512 20250919 1666.1 1666.1 ... 94181.2335 1626.1 1663 EC
62 EC2602 20250919 1564.5 1565 ... 17841.469 1552.7 1564.7 EC
63 EC2604 20250919 1260.5 1262.7 ... 8086.0645 1250.7 1271.7 EC
64 EC2606 20250919 1437.7 1451.6 ... 949.307 1438.3 1456.6 EC
65 EC2608 20250919 1601.2 1606.5 ... 925.154 1595 1615.3 EC
68 SC_TAS2511 20250919 ... SC_TAS
69 SC_TAS2512 20250919 ... SC_TAS
70 SC_TAS2601 20250919 ... SC_TAS
[65 rows x 12 columns]
2025-09-22 16:26:33,319 - future_1d - INFO - ak.get_ine_daily('2025-09-19') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250919 ... 79840 79800 CU
1 1 CU2511 20250919 ... 79820 79780 CU
2 2 CU2512 20250919 ... 79810 79760 CU
3 3 CU2601 20250919 ... 79810 79800 CU
4 4 CU2602 20250919 ... 79800 79780 CU
5 5 CU2603 20250919 ... 79830 79840 CU
6 6 CU2604 20250919 ... 79860 79790 CU
7 7 CU2605 20250919 ... 79910 79820 CU
8 8 CU2606 20250919 ... 79850 79780 CU
9 9 CU2607 20250919 ... 79840 79720 CU
10 10 CU2608 20250919 ... 79800 79790 CU
11 11 CU2609 20250919 ... 79780 79830 CU
12 12 BC2510 20250919 ... 70760 70760 BC
13 13 BC2511 20250919 ... 70890 70820 BC
14 14 BC2512 20250919 ... 71670 71670 BC
15 15 BC2601 20250919 ... 71000 71000 BC
16 16 BC2602 20250919 ... 71100 71100 BC
17 17 BC2603 20250919 ... 71200 71200 BC
18 18 BC2604 20250919 ... 71300 71300 BC
19 19 BC2605 20250919 ... 71300 71300 BC
20 20 BC2606 20250919 ... 71400 71400 BC
21 21 BC2607 20250919 ... 71400 71400 BC
22 22 BC2608 20250919 ... 71400 71400 BC
23 23 BC2609 20250919 ... 71550 71550 BC
24 24 AL2510 20250919 ... 20805 20775 AL
25 25 AL2511 20250919 ... 20820 20795 AL
26 26 AL2512 20250919 ... 20820 20790 AL
27 27 AL2601 20250919 ... 20815 20790 AL
28 28 AL2602 20250919 ... 20815 20790 AL
29 29 AL2603 20250919 ... 20840 20810 AL
30 30 AL2604 20250919 ... 20855 20820 AL
31 31 AL2605 20250919 ... 20865 20825 AL
32 32 AL2606 20250919 ... 20850 20845 AL
33 33 AL2607 20250919 ... 20865 20825 AL
34 34 AL2608 20250919 ... 20885 20830 AL
35 35 AL2609 20250919 ... 20850 20835 AL
36 36 ZN2510 20250919 ... 22065 22075 ZN
37 37 ZN2511 20250919 ... 22060 22085 ZN
38 38 ZN2512 20250919 ... 22080 22115 ZN
39 39 ZN2601 20250919 ... 22100 22150 ZN
40 40 ZN2602 20250919 ... 22125 22180 ZN
41 41 ZN2603 20250919 ... 22160 22175 ZN
42 42 ZN2604 20250919 ... 22200 22225 ZN
43 43 ZN2605 20250919 ... 22230 22260 ZN
44 44 ZN2606 20250919 ... 22240 22265 ZN
45 45 ZN2607 20250919 ... 22260 22275 ZN
46 46 ZN2608 20250919 ... 22290 22295 ZN
47 47 ZN2609 20250919 ... 22305 22335 ZN
48 48 PB2510 20250919 ... 17140 17110 PB
49 49 PB2511 20250919 ... 17170 17130 PB
50 50 PB2512 20250919 ... 17175 17135 PB
51 51 PB2601 20250919 ... 17170 17135 PB
52 52 PB2602 20250919 ... 17175 17175 PB
53 53 PB2603 20250919 ... 17190 17190 PB
54 54 PB2604 20250919 ... 17235 17195 PB
55 55 PB2605 20250919 ... 17210 17180 PB
56 56 PB2606 20250919 ... 17145 17145 PB
57 57 PB2607 20250919 ... 17225 17185 PB
58 58 PB2608 20250919 ... 17245 17190 PB
59 59 PB2609 20250919 ... 17210 17220 PB
60 60 NI2510 20250919 ... 121320 121570 NI
61 61 NI2511 20250919 ... 121520 121700 NI
62 62 NI2512 20250919 ... 121810 121890 NI
63 63 NI2601 20250919 ... 121930 122100 NI
64 64 NI2602 20250919 ... 122110 122330 NI
65 65 NI2603 20250919 ... 122540 122460 NI
66 66 NI2604 20250919 ... 122710 122640 NI
67 67 NI2605 20250919 ... 122950 122910 NI
68 68 NI2606 20250919 ... 123120 123030 NI
69 69 NI2607 20250919 ... 123440 123210 NI
70 70 NI2608 20250919 ... 123490 123600 NI
71 71 NI2609 20250919 ... 123530 123850 NI
72 72 SN2510 20250919 ... 268470 270240 SN
73 73 SN2511 20250919 ... 268840 270460 SN
74 74 SN2512 20250919 ... 269060 270420 SN
75 75 SN2601 20250919 ... 269200 270430 SN
76 76 SN2602 20250919 ... 269420 270580 SN
77 77 SN2603 20250919 ... 269440 270650 SN
78 78 SN2604 20250919 ... 270080 271420 SN
79 79 SN2605 20250919 ... 269840 270780 SN
80 80 SN2606 20250919 ... 269920 271460 SN
81 81 SN2607 20250919 ... 270550 272240 SN
82 82 SN2608 20250919 ... 270360 272130 SN
83 83 SN2609 20250919 ... 271330 271810 SN
84 84 AO2510 20250919 ... 2915 2923 AO
85 85 AO2511 20250919 ... 2919 2927 AO
86 86 AO2512 20250919 ... 2927 2935 AO
87 87 AO2601 20250919 ... 2936 2948 AO
88 88 AO2602 20250919 ... 2947 2949 AO
89 89 AO2603 20250919 ... 3016 3019 AO
90 90 AO2604 20250919 ... 3023 3025 AO
91 91 AO2605 20250919 ... 3029 3032 AO
92 92 AO2606 20250919 ... 3032 3036 AO
93 93 AO2607 20250919 ... 3038 3043 AO
94 94 AO2608 20250919 ... 3048 3059 AO
95 95 AO2609 20250919 ... 3062 3081 AO
96 96 AD2511 20250919 ... 20320 20325 AD
97 97 AD2512 20250919 ... 20350 20355 AD
98 98 AD2601 20250919 ... 20380 20345 AD
99 99 AD2602 20250919 ... 20355 20365 AD
100 100 AD2603 20250919 ... 20415 20500 AD
101 101 AD2604 20250919 ... 20345 20485 AD
102 102 AD2605 20250919 ... 20355 20355 AD
103 103 AD2606 20250919 ... 20305 20305 AD
104 104 AD2607 20250919 ... 20510 20510 AD
105 105 AD2608 20250919 ... 20515 20515 AD
106 106 AD2609 20250919 ... 20515 20515 AD
107 107 AU2510 20250919 ... 826.86 831.8 AU
108 108 AU2511 20250919 ... 828.7 832.92 AU
109 109 AU2512 20250919 ... 829.78 833.96 AU
110 110 AU2602 20250919 ... 832.14 836.52 AU
111 111 AU2604 20250919 ... 834.24 838.64 AU
112 112 AU2606 20250919 ... 836.56 840.78 AU
113 113 AU2608 20250919 ... 839.52 843.44 AU
114 114 AU2610 20250919 ... 842.9 846.74 AU
115 115 AG2510 20250919 ... 9903 9882 AG
116 116 AG2511 20250919 ... 9928 9884 AG
117 117 AG2512 20250919 ... 9938 9908 AG
118 118 AG2601 20250919 ... 9951 9921 AG
119 119 AG2602 20250919 ... 9960 9934 AG
120 120 AG2603 20250919 ... 9983 9939 AG
121 121 AG2604 20250919 ... 9989 9961 AG
122 122 AG2605 20250919 ... 10006 9971 AG
123 123 AG2606 20250919 ... 10021 9976 AG
124 124 AG2607 20250919 ... 10032 10001 AG
125 125 AG2608 20250919 ... 10046 10003 AG
126 126 AG2609 20250919 ... 10059 10025 AG
127 127 RB2510 20250919 ... 3069 3057 RB
128 128 RB2511 20250919 ... 3083 3075 RB
129 129 RB2512 20250919 ... 3139 3131 RB
130 130 RB2601 20250919 ... 3158 3149 RB
131 131 RB2602 20250919 ... 3162 3155 RB
132 132 RB2603 20250919 ... 3184 3179 RB
133 133 RB2604 20250919 ... 3198 3217 RB
134 134 RB2605 20250919 ... 3218 3208 RB
135 135 RB2606 20250919 ... 3230 3227 RB
136 136 RB2607 20250919 ... 3241 3240 RB
137 137 RB2608 20250919 ... 3239 3238 RB
138 138 RB2609 20250919 ... 3253 3242 RB
139 139 WR2510 20250919 ... 3283 3279 WR
140 140 WR2511 20250919 ... 3302 3302 WR
141 141 WR2512 20250919 ... 3324 3324 WR
142 142 WR2601 20250919 ... 3349 3349 WR
143 143 WR2602 20250919 ... 3358 3358 WR
144 144 WR2603 20250919 ... 3399 3395 WR
145 145 WR2604 20250919 ... 3389 3389 WR
146 146 WR2605 20250919 ... 3414 3414 WR
147 147 WR2606 20250919 ... 3372 3372 WR
148 148 WR2607 20250919 ... 3390 3390 WR
149 149 WR2608 20250919 ... 3399 3399 WR
150 150 WR2609 20250919 ... 3466 3553 WR
151 151 HC2510 20250919 ... 3400 3403 HC
152 152 HC2511 20250919 ... 3382 3390 HC
153 153 HC2512 20250919 ... 3370 3383 HC
154 154 HC2601 20250919 ... 3362 3368 HC
155 155 HC2602 20250919 ... 3360 3374 HC
156 156 HC2603 20250919 ... 3365 3370 HC
157 157 HC2604 20250919 ... 3371 3373 HC
158 158 HC2605 20250919 ... 3372 3377 HC
159 159 HC2606 20250919 ... 3377 3395 HC
160 160 HC2607 20250919 ... 3384 3402 HC
161 161 HC2608 20250919 ... 3381 3385 HC
162 162 HC2609 20250919 ... 3401 3407 HC
163 163 SS2510 20250919 ... 12755 12790 SS
164 164 SS2511 20250919 ... 12870 12910 SS
165 165 SS2512 20250919 ... 12910 12950 SS
166 166 SS2601 20250919 ... 12970 13020 SS
167 167 SS2602 20250919 ... 13025 13095 SS
168 168 SS2603 20250919 ... 13105 13145 SS
169 169 SS2604 20250919 ... 13155 13205 SS
170 170 SS2605 20250919 ... 13225 13280 SS
171 171 SS2606 20250919 ... 13315 13315 SS
172 172 SS2607 20250919 ... 13350 13350 SS
173 173 SS2608 20250919 ... 13400 13415 SS
174 174 SS2609 20250919 ... 13475 13495 SS
175 175 SC2510 20250919 ... 492.1 495.5 SC
176 176 SC2511 20250919 ... 491.2 496.3 SC
177 177 SC2512 20250919 ... 489.8 493.5 SC
178 178 SC2601 20250919 ... 488.5 491.9 SC
179 179 SC2602 20250919 ... 486.6 490.4 SC
180 180 SC2603 20250919 ... 486 489.8 SC
181 181 SC2604 20250919 ... 486 488 SC
182 182 SC2605 20250919 ... 485.4 487.2 SC
183 183 SC2606 20250919 ... 485.8 487 SC
184 184 SC2607 20250919 ... 484.6 485.2 SC
185 185 SC2608 20250919 ... 483 483.9 SC
186 186 SC2609 20250919 ... 480.8 483.8 SC
187 187 SC2612 20250919 ... 477.1 482.5 SC
188 188 SC2703 20250919 ... 475.1 475.1 SC
189 189 SC2706 20250919 ... 469.2 476.8 SC
190 190 SC2709 20250919 ... 473.2 473.2 SC
191 191 SC2712 20250919 ... 472.9 474.1 SC
192 192 SC2803 20250919 ... 471 471.2 SC
193 193 SC2806 20250919 ... 467.5 472.5 SC
194 194 SC2809 20250919 ... 465.7 465.7 SC
195 195 LU2510 20250919 ... 3372 3418 LU
196 196 LU2511 20250919 ... 3405 3428 LU
197 197 LU2512 20250919 ... 3388 3410 LU
198 198 LU2601 20250919 ... 3382 3403 LU
199 199 LU2602 20250919 ... 3362 3389 LU
200 200 LU2603 20250919 ... 3362 3378 LU
201 201 LU2604 20250919 ... 3345 3365 LU
202 202 LU2605 20250919 ... 3346 3374 LU
203 203 LU2606 20250919 ... 3352 3360 LU
204 204 LU2607 20250919 ... 3350 3358 LU
205 205 LU2608 20250919 ... 3342 3346 LU
206 206 LU2609 20250919 ... 3329 3325 LU
207 207 FU2510 20250919 ... 2834 2811 FU
208 208 FU2511 20250919 ... 2850 2834 FU
209 209 FU2512 20250919 ... 2830 2821 FU
210 210 FU2601 20250919 ... 2818 2807 FU
211 211 FU2602 20250919 ... 2795 2788 FU
212 212 FU2603 20250919 ... 2788 2779 FU
213 213 FU2604 20250919 ... 2783 2773 FU
214 214 FU2605 20250919 ... 2772 2763 FU
215 215 FU2606 20250919 ... 2756 2749 FU
216 216 FU2607 20250919 ... 2737 2738 FU
217 217 FU2608 20250919 ... 2729 2727 FU
218 218 FU2609 20250919 ... 2711 2707 FU
219 219 BU2510 20250919 ... 3433 3443 BU
220 220 BU2511 20250919 ... 3425 3436 BU
221 221 BU2512 20250919 ... 3381 3393 BU
222 222 BU2601 20250919 ... 3361 3375 BU
223 223 BU2602 20250919 ... 3363 3377 BU
224 224 BU2603 20250919 ... 3364 3382 BU
225 225 BU2604 20250919 ... 3364 3367 BU
226 226 BU2605 20250919 ... 3347 3375 BU
227 227 BU2606 20250919 ... 3356 3371 BU
228 228 BU2607 20250919 ... 3348 3348 BU
229 229 BU2608 20250919 ... 3369 3369 BU
230 230 BU2609 20250919 ... 3349 3356 BU
231 231 BU2612 20250919 ... 3314 3314 BU
232 232 BU2703 20250919 ... 3312 3322 BU
233 233 BU2706 20250919 ... 3318 3331 BU
234 234 BU2709 20250919 ... 3342 3314 BU
235 235 BR2510 20250919 ... 11545 11510 BR
236 236 BR2511 20250919 ... 11470 11455 BR
237 237 BR2512 20250919 ... 11460 11450 BR
238 238 BR2601 20250919 ... 11470 11470 BR
239 239 BR2602 20250919 ... 11500 11460 BR
240 240 BR2603 20250919 ... 11475 11490 BR
241 241 BR2604 20250919 ... 11535 11560 BR
242 242 BR2605 20250919 ... 11525 11500 BR
243 243 BR2606 20250919 ... 11630 11635 BR
244 244 BR2607 20250919 ... 11715 11715 BR
245 245 BR2608 20250919 ... 11770 11780 BR
246 246 BR2609 20250919 ... 11645 11675 BR
247 247 RU2510 20250919 ... 14670 14740 RU
248 248 RU2511 20250919 ... 14645 14700 RU
249 249 RU2601 20250919 ... 15530 15630 RU
250 250 RU2603 20250919 ... 15525 15705 RU
251 251 RU2604 20250919 ... 15505 15650 RU
252 252 RU2605 20250919 ... 15515 15610 RU
253 253 RU2606 20250919 ... 15565 15670 RU
254 254 RU2607 20250919 ... 15585 15780 RU
255 255 RU2608 20250919 ... 15585 15660 RU
256 256 RU2609 20250919 ... 15570 15665 RU
257 257 NR2510 20250919 ... 12280 12305 NR
258 258 NR2511 20250919 ... 12290 12330 NR
259 259 NR2512 20250919 ... 12335 12355 NR
260 260 NR2601 20250919 ... 12370 12400 NR
261 261 NR2602 20250919 ... 12405 12455 NR
262 262 NR2603 20250919 ... 12375 12435 NR
263 263 NR2604 20250919 ... 12435 12405 NR
264 264 NR2605 20250919 ... 12470 12455 NR
265 265 NR2606 20250919 ... 12440 12440 NR
266 266 NR2607 20250919 ... 12650 12655 NR
267 267 NR2608 20250919 ... 12685 12685 NR
268 268 NR2609 20250919 ... 12510 12510 NR
269 269 SP2510 20250919 ... 4990 4986 SP
270 270 SP2511 20250919 ... 5020 5008 SP
271 271 SP2512 20250919 ... 5038 5026 SP
272 272 SP2601 20250919 ... 5320 5318 SP
273 273 SP2602 20250919 ... 5310 5316 SP
274 274 SP2603 20250919 ... 5324 5328 SP
275 275 SP2604 20250919 ... 5322 5318 SP
276 276 SP2605 20250919 ... 5338 5336 SP
277 277 SP2606 20250919 ... 5338 5342 SP
278 278 SP2607 20250919 ... 5346 5346 SP
279 279 SP2608 20250919 ... 5344 5338 SP
280 280 SP2609 20250919 ... 5354 5352 SP
281 281 OP2601 20250919 ... 4232 4232 OP
282 282 OP2602 20250919 ... 4232 4234 OP
283 283 OP2603 20250919 ... 4238 4228 OP
284 284 OP2604 20250919 ... 4260 4260 OP
285 285 OP2605 20250919 ... 4256 4256 OP
286 286 OP2606 20250919 ... 4242 4242 OP
287 287 OP2607 20250919 ... 4258 4262 OP
288 288 OP2608 20250919 ... 4244 4242 OP
289 289 OP2609 20250919 ... 4342 4256 OP
290 290 EC2510 20250919 ... 1072.3 1117.6 EC
291 291 EC2512 20250919 ... 1626.1 1663 EC
292 292 EC2602 20250919 ... 1552.7 1564.7 EC
293 293 EC2604 20250919 ... 1250.7 1271.7 EC
294 294 EC2606 20250919 ... 1438.3 1456.6 EC
295 295 EC2608 20250919 ... 1595 1615.3 EC
296 297 SC_TAS2511 20250919 ... SC_TAS
297 298 SC_TAS2512 20250919 ... SC_TAS
298 299 SC_TAS2601 20250919 ... SC_TAS
[299 rows x 13 columns]
2025-09-22 16:26:33,427 - future_1d - INFO - ak.get_shfe_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250919 8412.0 8454.0 ... 20806.00 8437.0 8427.0 AP
1 AP511 20250919 8281.0 8281.0 ... 3663.69 8233.0 8227.0 AP
2 AP512 20250919 8223.0 8248.0 ... 559.32 8225.0 8215.0 AP
3 AP601 20250919 8285.0 8326.0 ... 362333.54 8290.0 8286.0 AP
4 AP603 20250919 8231.0 8231.0 ... 270.04 8183.0 8185.0 AP
5 AP604 20250919 8200.0 8202.0 ... 40.97 8194.0 8176.0 AP
6 AP605 20250919 8260.0 8278.0 ... 3218.40 8252.0 8237.0 AP
7 CF511 20250919 13650.0 13665.0 ... 325013.22 13625.0 13710.0 CF
8 CF601 20250919 13775.0 13785.0 ... 1682261.08 13745.0 13835.0 CF
9 CF603 20250919 13720.0 13745.0 ... 3898.54 13705.0 13800.0 CF
10 CF605 20250919 13735.0 13760.0 ... 226699.17 13715.0 13795.0 CF
11 CF607 20250919 13755.0 13780.0 ... 1112.91 13740.0 13820.0 CF
12 CF609 20250919 13905.0 13910.0 ... 257.13 13900.0 14000.0 CF
13 CJ512 20250919 10575.0 10705.0 ... 1842.54 10650.0 10670.0 CJ
14 CJ601 20250919 10620.0 10750.0 ... 480287.27 10680.0 10720.0 CJ
15 CJ603 20250919 10635.0 10730.0 ... 12481.12 10655.0 10735.0 CJ
16 CJ605 20250919 10715.0 10810.0 ... 98468.07 10725.0 10810.0 CJ
17 CJ607 20250919 10775.0 10915.0 ... 1497.50 10850.0 10935.0 CJ
18 CJ609 20250919 10940.0 11020.0 ... 377.77 10950.0 11050.0 CJ
19 CY510 20250919 0.0 0.0 ... 0.00 19600.0 19705.0 CY
20 CY511 20250919 19760.0 19825.0 ... 114478.44 19775.0 19880.0 CY
21 CY512 20250919 0.0 0.0 ... 0.00 19690.0 19710.0 CY
22 CY601 20250919 19785.0 19835.0 ... 1158.31 19800.0 19875.0 CY
23 CY602 20250919 0.0 0.0 ... 0.00 19810.0 19810.0 CY
24 CY603 20250919 0.0 0.0 ... 0.00 20160.0 20170.0 CY
25 CY604 20250919 0.0 0.0 ... 0.00 19945.0 19995.0 CY
26 CY605 20250919 0.0 0.0 ... 0.00 19990.0 20025.0 CY
27 CY606 20250919 0.0 0.0 ... 0.00 19975.0 19990.0 CY
28 CY607 20250919 0.0 0.0 ... 0.00 20290.0 20290.0 CY
29 CY608 20250919 0.0 0.0 ... 0.00 19935.0 20100.0 CY
30 CY609 20250919 20240.0 20240.0 ... 10.12 20240.0 20305.0 CY
31 FG510 20250919 1091.0 1103.0 ... 6782.74 1093.0 1096.0 FG
32 FG511 20250919 1093.0 1104.0 ... 141220.65 1095.0 1095.0 FG
33 FG512 20250919 1209.0 1224.0 ... 81857.42 1214.0 1215.0 FG
34 FG601 20250919 1207.0 1223.0 ... 3086629.46 1212.0 1219.0 FG
35 FG602 20250919 1259.0 1279.0 ... 31046.93 1268.0 1271.0 FG
36 FG603 20250919 1265.0 1283.0 ... 2208.02 1268.0 1277.0 FG
37 FG604 20250919 1325.0 1343.0 ... 1201.41 1329.0 1332.0 FG
38 FG605 20250919 1326.0 1348.0 ... 122561.49 1337.0 1333.0 FG
39 FG606 20250919 1358.0 1374.0 ... 816.07 1365.0 1363.0 FG
40 FG607 20250919 1357.0 1374.0 ... 2477.42 1363.0 1358.0 FG
41 FG608 20250919 1381.0 1403.0 ... 884.55 1395.0 1388.0 FG
42 FG609 20250919 1387.0 1407.0 ... 4628.07 1397.0 1390.0 FG
43 JR511 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250919 2255.0 2283.0 ... 4617.11 2264.0 2266.0 MA
52 MA511 20250919 2287.0 2309.0 ... 169238.69 2289.0 2291.0 MA
53 MA512 20250919 2325.0 2349.0 ... 79505.69 2333.0 2334.0 MA
54 MA601 20250919 2350.0 2374.0 ... 1782594.23 2356.0 2356.0 MA
55 MA602 20250919 2371.0 2394.0 ... 109582.45 2373.0 2377.0 MA
56 MA603 20250919 2392.0 2412.0 ... 1033.63 2398.0 2392.0 MA
57 MA604 20250919 2391.0 2400.0 ... 59.83 2393.0 2406.0 MA
58 MA605 20250919 2389.0 2390.0 ... 187848.71 2382.0 2389.0 MA
59 MA606 20250919 2382.0 2394.0 ... 9.54 2385.0 2396.0 MA
60 MA607 20250919 2372.0 2378.0 ... 28.48 2373.0 2379.0 MA
61 MA608 20250919 2361.0 2375.0 ... 11.84 2368.0 2386.0 MA
62 MA609 20250919 2360.0 2360.0 ... 1503.31 2353.0 2367.0 MA
63 OI511 20250919 10152.0 10282.0 ... 526388.35 10221.0 10129.0 OI
64 OI601 20250919 9986.0 10114.0 ... 3135766.68 10046.0 9966.0 OI
65 OI603 20250919 9737.0 9844.0 ... 4062.15 9788.0 9741.0 OI
66 OI605 20250919 9501.0 9605.0 ... 110457.56 9558.0 9501.0 OI
67 OI607 20250919 9477.0 9553.0 ... 969.53 9505.0 9469.0 OI
68 OI609 20250919 9448.0 9522.0 ... 455.12 9482.0 9446.0 OI
69 PF510 20250919 6362.0 6366.0 ... 10629.20 6322.0 6404.0 PF
70 PF511 20250919 6352.0 6362.0 ... 681025.57 6320.0 6406.0 PF
71 PF512 20250919 6330.0 6342.0 ... 380648.52 6304.0 6378.0 PF
72 PF601 20250919 6382.0 6386.0 ... 38485.20 6340.0 6420.0 PF
73 PF602 20250919 6386.0 6392.0 ... 104942.44 6358.0 6414.0 PF
74 PF603 20250919 6382.0 6398.0 ... 352.15 6346.0 6456.0 PF
75 PF604 20250919 6444.0 6444.0 ... 291.47 6406.0 6492.0 PF
76 PF605 20250919 6460.0 6460.0 ... 246.97 6416.0 6506.0 PF
77 PF606 20250919 6482.0 6482.0 ... 19.25 6418.0 6516.0 PF
78 PF607 20250919 6414.0 6500.0 ... 16.10 6442.0 6542.0 PF
79 PF608 20250919 0.0 0.0 ... 0.00 6450.0 6566.0 PF
80 PF609 20250919 6480.0 6480.0 ... 6.48 6480.0 6554.0 PF
81 PK510 20250919 7846.0 7918.0 ... 13587.30 7868.0 7842.0 PK
82 PK511 20250919 7866.0 7922.0 ... 677885.13 7876.0 7844.0 PK
83 PK512 20250919 7870.0 7916.0 ... 287234.98 7872.0 7846.0 PK
84 PK601 20250919 7846.0 7906.0 ... 62644.57 7872.0 7834.0 PK
85 PK603 20250919 7866.0 7902.0 ... 622.63 7882.0 7854.0 PK
86 PK604 20250919 7874.0 7900.0 ... 86.72 7884.0 7864.0 PK
87 PK605 20250919 7880.0 7908.0 ... 5897.91 7890.0 7872.0 PK
88 PL601 20250919 6424.0 6462.0 ... 49289.43 6411.0 6443.0 PL
89 PL602 20250919 6458.0 6479.0 ... 2194.38 6454.0 6471.0 PL
90 PL603 20250919 6451.0 6451.0 ... 64.45 6445.0 6502.0 PL
91 PL604 20250919 0.0 0.0 ... 0.00 6463.0 6477.0 PL
92 PL605 20250919 0.0 0.0 ... 0.00 6385.0 6419.0 PL
93 PL606 20250919 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250919 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250919 5830.0 5840.0 ... 3783.29 5812.0 5866.0 PR
104 PR511 20250919 5828.0 5830.0 ... 501945.95 5794.0 5878.0 PR
105 PR512 20250919 5834.0 5836.0 ... 386281.19 5806.0 5884.0 PR
106 PR601 20250919 5836.0 5836.0 ... 126679.54 5802.0 5866.0 PR
107 PR602 20250919 5872.0 5876.0 ... 2863.07 5838.0 5892.0 PR
108 PR603 20250919 5846.0 5846.0 ... 52.50 5834.0 5906.0 PR
109 PR604 20250919 5848.0 5848.0 ... 61.23 5832.0 5924.0 PR
110 PR605 20250919 5836.0 5860.0 ... 61.31 5840.0 5960.0 PR
111 PR606 20250919 0.0 0.0 ... 0.00 5904.0 5936.0 PR
112 PR607 20250919 0.0 0.0 ... 0.00 5912.0 5952.0 PR
113 PR608 20250919 0.0 0.0 ... 0.00 5914.0 5958.0 PR
114 PR609 20250919 0.0 0.0 ... 0.00 5910.0 5932.0 PR
115 PX510 20250919 6754.0 6764.0 ... 1384.74 6690.0 6754.0 PX
116 PX511 20250919 6698.0 6718.0 ... 904148.53 6640.0 6764.0 PX
117 PX512 20250919 6690.0 6708.0 ... 338676.96 6644.0 6748.0 PX
118 PX601 20250919 6680.0 6694.0 ... 180923.08 6634.0 6728.0 PX
119 PX602 20250919 6666.0 6694.0 ... 29964.67 6644.0 6720.0 PX
120 PX603 20250919 6624.0 6624.0 ... 9.92 6614.0 6718.0 PX
121 PX604 20250919 6586.0 6586.0 ... 3.29 6586.0 6718.0 PX
122 PX605 20250919 6686.0 6690.0 ... 5504.77 6628.0 6710.0 PX
123 PX606 20250919 6606.0 6606.0 ... 3.30 6606.0 6686.0 PX
124 PX607 20250919 6596.0 6622.0 ... 9.92 6614.0 6734.0 PX
125 PX608 20250919 6622.0 6622.0 ... 3.31 6622.0 6694.0 PX
126 PX609 20250919 6652.0 6658.0 ... 16.63 6652.0 6724.0 PX
127 RI511 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250919 2508.0 2553.0 ... 26192.61 2527.0 2500.0 RM
134 RM601 20250919 2475.0 2530.0 ... 940248.65 2498.0 2469.0 RM
135 RM603 20250919 2378.0 2417.0 ... 12803.73 2402.0 2378.0 RM
136 RM605 20250919 2361.0 2389.0 ... 139688.21 2374.0 2362.0 RM
137 RM607 20250919 2349.0 2377.0 ... 6926.42 2362.0 2353.0 RM
138 RM608 20250919 2450.0 2470.0 ... 1160.23 2458.0 2457.0 RM
139 RM609 20250919 2436.0 2455.0 ... 3011.98 2447.0 2440.0 RM
140 RS511 20250919 5312.0 5372.0 ... 79.93 5329.0 5276.0 RS
141 RS607 20250919 5567.0 5628.0 ... 194.88 5568.0 5558.0 RS
142 RS608 20250919 5537.0 5638.0 ... 167.11 5570.0 5558.0 RS
143 RS609 20250919 5601.0 5601.0 ... 44.70 5588.0 5555.0 RS
144 SA510 20250919 1221.0 1232.0 ... 8151.28 1223.0 1227.0 SA
145 SA511 20250919 1227.0 1242.0 ... 431111.27 1233.0 1239.0 SA
146 SA512 20250919 1295.0 1309.0 ... 148028.64 1301.0 1303.0 SA
147 SA601 20250919 1305.0 1321.0 ... 2419891.75 1312.0 1317.0 SA
148 SA602 20250919 1338.0 1353.0 ... 291521.27 1344.0 1351.0 SA
149 SA603 20250919 1345.0 1359.0 ... 1823.16 1350.0 1352.0 SA
150 SA604 20250919 1394.0 1404.0 ... 438.40 1396.0 1397.0 SA
151 SA605 20250919 1397.0 1412.0 ... 84988.85 1403.0 1405.0 SA
152 SA606 20250919 1409.0 1424.0 ... 690.31 1415.0 1414.0 SA
153 SA607 20250919 1410.0 1425.0 ... 940.87 1417.0 1415.0 SA
154 SA608 20250919 1437.0 1449.0 ... 653.96 1440.0 1438.0 SA
155 SA609 20250919 1442.0 1456.0 ... 2965.37 1449.0 1446.0 SA
156 SF510 20250919 5598.0 5628.0 ... 17784.47 5594.0 5602.0 SF
157 SF511 20250919 5768.0 5810.0 ... 661962.22 5764.0 5780.0 SF
158 SF512 20250919 5746.0 5790.0 ... 229398.42 5746.0 5752.0 SF
159 SF601 20250919 5752.0 5792.0 ... 172968.35 5752.0 5760.0 SF
160 SF602 20250919 5714.0 5748.0 ... 31571.90 5710.0 5714.0 SF
161 SF603 20250919 5876.0 5876.0 ... 161.44 5870.0 5868.0 SF
162 SF604 20250919 5888.0 5888.0 ... 8.81 5876.0 5892.0 SF
163 SF605 20250919 5858.0 5894.0 ... 2341.56 5854.0 5860.0 SF
164 SF606 20250919 5854.0 5854.0 ... 29.10 5820.0 5834.0 SF
165 SF607 20250919 5986.0 5986.0 ... 71.64 5970.0 5966.0 SF
166 SF608 20250919 5938.0 5968.0 ... 17.86 5952.0 5954.0 SF
167 SF609 20250919 5958.0 5974.0 ... 41.68 5954.0 5954.0 SF
168 SH510 20250919 2512.0 2547.0 ... 26339.48 2523.0 2503.0 SH
169 SH511 20250919 2532.0 2596.0 ... 697787.08 2562.0 2538.0 SH
170 SH512 20250919 2585.0 2655.0 ... 318771.88 2618.0 2596.0 SH
171 SH601 20250919 2583.0 2657.0 ... 3758394.12 2623.0 2600.0 SH
172 SH602 20250919 2591.0 2676.0 ... 133977.83 2636.0 2623.0 SH
173 SH603 20250919 2621.0 2687.0 ... 2166.08 2655.0 2637.0 SH
174 SH604 20250919 2665.0 2727.0 ... 194.74 2705.0 2686.0 SH
175 SH605 20250919 2673.0 2737.0 ... 27644.74 2706.0 2689.0 SH
176 SH606 20250919 2723.0 2745.0 ... 171.79 2727.0 2705.0 SH
177 SH607 20250919 2723.0 2730.0 ... 57.30 2729.0 2687.0 SH
178 SH608 20250919 2720.0 2740.0 ... 81.89 2730.0 2686.0 SH
179 SH609 20250919 2704.0 2746.0 ... 212.73 2727.0 2710.0 SH
180 SM510 20250919 5920.0 5920.0 ... 7796.89 5880.0 5870.0 SM
181 SM511 20250919 5958.0 5988.0 ... 340828.24 5950.0 5946.0 SM
182 SM512 20250919 5958.0 5994.0 ... 68239.48 5966.0 5954.0 SM
183 SM601 20250919 5970.0 6012.0 ... 498718.17 5980.0 5976.0 SM
184 SM602 20250919 5976.0 6014.0 ... 247699.21 5978.0 5974.0 SM
185 SM603 20250919 5984.0 6026.0 ... 125.89 5996.0 5994.0 SM
186 SM604 20250919 5978.0 5978.0 ... 5.98 5978.0 5990.0 SM
187 SM605 20250919 6020.0 6050.0 ... 6701.37 6014.0 6010.0 SM
188 SM606 20250919 6004.0 6016.0 ... 9.01 6010.0 6020.0 SM
189 SM607 20250919 6024.0 6038.0 ... 18.09 6030.0 6042.0 SM
190 SM608 20250919 0.0 0.0 ... 0.00 6048.0 6048.0 SM
191 SM609 20250919 5996.0 6062.0 ... 592.73 6048.0 6038.0 SM
192 SR511 20250919 5494.0 5498.0 ... 129999.26 5483.0 5508.0 SR
193 SR601 20250919 5467.0 5475.0 ... 1231092.02 5460.0 5496.0 SR
194 SR603 20250919 5478.0 5627.0 ... 2518.62 5452.0 5484.0 SR
195 SR605 20250919 5454.0 5458.0 ... 123714.30 5443.0 5472.0 SR
196 SR607 20250919 5468.0 5468.0 ... 7015.44 5451.0 5481.0 SR
197 SR609 20250919 5482.0 5482.0 ... 3208.20 5465.0 5490.0 SR
198 TA510 20250919 4644.0 4652.0 ... 19846.93 4602.0 4674.0 TA
199 TA511 20250919 4660.0 4666.0 ... 337397.94 4620.0 4690.0 TA
200 TA512 20250919 4662.0 4678.0 ... 172696.00 4630.0 4706.0 TA
201 TA601 20250919 4674.0 4688.0 ... 1981431.35 4638.0 4708.0 TA
202 TA602 20250919 4684.0 4698.0 ... 29048.53 4648.0 4712.0 TA
203 TA603 20250919 4704.0 4704.0 ... 79.22 4660.0 4738.0 TA
204 TA604 20250919 0.0 0.0 ... 0.00 4644.0 4744.0 TA
205 TA605 20250919 4710.0 4726.0 ... 66900.31 4672.0 4740.0 TA
206 TA606 20250919 4722.0 4722.0 ... 7.05 4702.0 4730.0 TA
207 TA607 20250919 4708.0 4716.0 ... 7.06 4708.0 4760.0 TA
208 TA608 20250919 0.0 0.0 ... 0.00 4688.0 4746.0 TA
209 TA609 20250919 4752.0 4752.0 ... 159.95 4704.0 4760.0 TA
210 UR510 20250919 1580.0 1581.0 ... 2914.24 1574.0 1577.0 UR
211 UR511 20250919 1662.0 1662.0 ... 52488.70 1647.0 1653.0 UR
212 UR512 20250919 1663.0 1669.0 ... 16142.54 1657.0 1664.0 UR
213 UR601 20250919 1672.0 1676.0 ... 375626.62 1666.0 1671.0 UR
214 UR602 20250919 1679.0 1681.0 ... 672.08 1672.0 1677.0 UR
215 UR603 20250919 1724.0 1727.0 ... 106.45 1717.0 1722.0 UR
216 UR604 20250919 1727.0 1728.0 ... 17.24 1724.0 1725.0 UR
217 UR605 20250919 1725.0 1732.0 ... 25363.67 1724.0 1726.0 UR
218 UR606 20250919 1727.0 1730.0 ... 124.13 1724.0 1724.0 UR
219 UR607 20250919 1760.0 1763.0 ... 84.36 1758.0 1757.0 UR
220 UR608 20250919 1753.0 1753.0 ... 3.51 1753.0 1749.0 UR
221 UR609 20250919 1745.0 1752.0 ... 185.18 1747.0 1746.0 UR
222 WH511 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 16:26:33,703 - future_1d - INFO - ak.get_czce_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 PS2510 20250919 53200.0 ... 53040.0 53200.0 PS
1 PS2511 20250919 53365.0 ... 52910.0 53160.0 PS
2 PS2512 20250919 56000.0 ... 55320.0 55775.0 PS
3 PS2601 20250919 55600.0 ... 55030.0 55590.0 PS
4 PS2602 20250919 55800.0 ... 55135.0 55695.0 PS
5 PS2603 20250919 55775.0 ... 55205.0 55635.0 PS
6 PS2604 20250919 55840.0 ... 54950.0 55870.0 PS
7 PS2605 20250919 55750.0 ... 54930.0 55705.0 PS
8 PS2606 20250919 57620.0 ... 56920.0 58010.0 PS
9 PS2607 20250919 58010.0 ... 56815.0 57890.0 PS
10 PS2608 20250919 58160.0 ... 57180.0 57885.0 PS
11 PS2609 20250919 58200.0 ... 56995.0 57975.0 PS
13 SI2510 20250919 8900.0 ... 8975.0 8940.0 SI
14 SI2511 20250919 8885.0 ... 9025.0 8980.0 SI
15 SI2512 20250919 9300.0 ... 9420.0 9355.0 SI
16 SI2601 20250919 9260.0 ... 9405.0 9355.0 SI
17 SI2602 20250919 9255.0 ... 9425.0 9350.0 SI
18 SI2603 20250919 9365.0 ... 9500.0 9360.0 SI
19 SI2604 20250919 9360.0 ... 9550.0 9385.0 SI
20 SI2605 20250919 9365.0 ... 9405.0 9390.0 SI
21 SI2606 20250919 9375.0 ... 9470.0 9425.0 SI
22 SI2607 20250919 9365.0 ... 9480.0 9385.0 SI
23 SI2608 20250919 9425.0 ... 9475.0 9410.0 SI
24 SI2609 20250919 9345.0 ... 9440.0 9390.0 SI
27 LC2510 20250919 72500.0 ... 73320.0 72620.0 LC
28 LC2511 20250919 72500.0 ... 73460.0 72780.0 LC
29 LC2512 20250919 73000.0 ... 73600.0 72840.0 LC
30 LC2601 20250919 73080.0 ... 73620.0 72840.0 LC
31 LC2602 20250919 72660.0 ... 73280.0 72580.0 LC
32 LC2603 20250919 72520.0 ... 73480.0 72780.0 LC
33 LC2604 20250919 73500.0 ... 74060.0 73520.0 LC
34 LC2605 20250919 73620.0 ... 74040.0 73420.0 LC
35 LC2606 20250919 73280.0 ... 73840.0 73260.0 LC
36 LC2607 20250919 72960.0 ... 73700.0 73160.0 LC
37 LC2608 20250919 73120.0 ... 73740.0 73060.0 LC
38 LC2609 20250919 73320.0 ... 73820.0 72980.0 LC
[36 rows x 12 columns]
2025-09-22 16:26:33,840 - future_1d - INFO - ak.get_gfex_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 a2511 20250919 3906.00 ... 3906.00 3892.00 A
1 a2601 20250919 3901.00 ... 3903.00 3893.00 A
2 a2603 20250919 3907.00 ... 3909.00 3900.00 A
3 a2605 20250919 3943.00 ... 3948.00 3940.00 A
4 a2607 20250919 3950.00 ... 3952.00 3944.00 A
5 a2609 20250919 3960.00 ... 3961.00 3953.00 A
6 b2510 20250919 3661.00 ... 3687.00 3674.00 B
7 b2511 20250919 3659.00 ... 3685.00 3670.00 B
8 b2512 20250919 3700.00 ... 3719.00 3709.00 B
9 b2601 20250919 3690.00 ... 3715.00 3704.00 B
10 b2602 20250919 3691.00 ... 3706.00 3687.00 B
11 b2603 20250919 3648.00 ... 3658.00 3654.00 B
12 b2604 20250919 3543.00 ... 3558.00 3545.00 B
13 b2605 20250919 3472.00 ... 3489.00 3484.00 B
14 b2606 20250919 3448.00 ... 3465.00 3459.00 B
15 b2607 20250919 3462.00 ... 3464.00 3457.00 B
16 b2608 20250919 3350.00 ... 3521.00 3562.00 B
17 b2609 20250919 3565.00 ... 3578.00 3574.00 B
18 bb2511 20250919 141.85 ... 142.00 142.20 BB
19 bb2601 20250919 0.00 ... 146.65 146.65 BB
20 bb2603 20250919 0.00 ... 146.85 146.85 BB
21 bb2605 20250919 0.00 ... 141.45 141.60 BB
22 bb2607 20250919 0.00 ... 146.20 146.40 BB
23 bb2609 20250919 0.00 ... 146.20 146.40 BB
24 bz2603 20250919 5999.00 ... 5979.00 6021.00 BZ
25 bz2604 20250919 5964.00 ... 5947.00 5974.00 BZ
26 bz2605 20250919 5982.00 ... 5975.00 5981.00 BZ
27 bz2606 20250919 0.00 ... 5954.00 5954.00 BZ
28 bz2607 20250919 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250919 0.00 ... 5949.00 5955.00 BZ
30 c2511 20250919 2178.00 ... 2171.00 2170.00 C
31 c2601 20250919 2165.00 ... 2161.00 2162.00 C
32 c2603 20250919 2173.00 ... 2171.00 2171.00 C
33 c2605 20250919 2229.00 ... 2228.00 2229.00 C
34 c2607 20250919 2240.00 ... 2239.00 2241.00 C
35 c2609 20250919 2179.00 ... 2234.00 2254.00 C
36 cs2511 20250919 2472.00 ... 2468.00 2465.00 CS
37 cs2601 20250919 2489.00 ... 2483.00 2489.00 CS
38 cs2603 20250919 2492.00 ... 2489.00 2492.00 CS
39 cs2605 20250919 2576.00 ... 2570.00 2573.00 CS
40 cs2607 20250919 2573.00 ... 2573.00 2577.00 CS
41 cs2609 20250919 2597.00 ... 2597.00 2597.00 CS
42 eb2509 20250919 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250919 7072.00 ... 7021.00 7079.00 EB
44 eb2511 20250919 7080.00 ... 7024.00 7090.00 EB
45 eb2512 20250919 7080.00 ... 7033.00 7099.00 EB
46 eb2601 20250919 7120.00 ... 7070.00 7130.00 EB
47 eb2602 20250919 7122.00 ... 7104.00 7156.00 EB
48 eb2603 20250919 7154.00 ... 7131.00 7183.00 EB
49 eb2604 20250919 7181.00 ... 7171.00 7230.00 EB
50 eb2605 20250919 7220.00 ... 7185.00 7251.00 EB
51 eb2606 20250919 0.00 ... 7260.00 7260.00 EB
52 eb2607 20250919 0.00 ... 7276.00 7283.00 EB
53 eb2608 20250919 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250919 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250919 4297.00 ... 4282.00 4314.00 EG
56 eg2511 20250919 4281.00 ... 4247.00 4275.00 EG
57 eg2512 20250919 4236.00 ... 4240.00 4275.00 EG
58 eg2601 20250919 4276.00 ... 4259.00 4282.00 EG
59 eg2602 20250919 4265.00 ... 4265.00 4284.00 EG
60 eg2603 20250919 4270.00 ... 4266.00 4298.00 EG
61 eg2604 20250919 4316.00 ... 4314.00 4338.00 EG
62 eg2605 20250919 4328.00 ... 4314.00 4340.00 EG
63 eg2606 20250919 4317.00 ... 4311.00 4358.00 EG
64 eg2607 20250919 4320.00 ... 4321.00 4343.00 EG
65 eg2608 20250919 0.00 ... 4399.00 4399.00 EG
66 fb2510 20250919 1255.00 ... 1259.50 1259.50 FB
67 fb2511 20250919 1254.00 ... 1254.00 1252.00 FB
68 fb2512 20250919 1257.50 ... 1255.00 1256.00 FB
69 fb2601 20250919 1255.50 ... 1253.50 1252.00 FB
70 fb2602 20250919 1255.00 ... 1254.00 1250.50 FB
71 fb2603 20250919 1247.00 ... 1247.00 1246.00 FB
72 fb2604 20250919 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250919 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250919 1303.50 ... 1298.00 1322.50 FB
75 fb2607 20250919 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250919 1269.50 ... 1270.00 1281.00 FB
77 fb2609 20250919 0.00 ... 1296.00 1296.00 FB
78 i2510 20250919 822.00 ... 823.50 820.50 I
79 i2511 20250919 815.00 ... 819.00 814.50 I
80 i2512 20250919 809.50 ... 813.00 809.00 I
81 i2601 20250919 802.50 ... 805.50 801.00 I
82 i2602 20250919 796.50 ... 801.00 795.50 I
83 i2603 20250919 791.50 ... 795.50 790.50 I
84 i2604 20250919 790.00 ... 790.50 786.50 I
85 i2605 20250919 779.00 ... 784.00 780.00 I
86 i2606 20250919 775.50 ... 778.50 775.00 I
87 i2607 20250919 770.00 ... 773.50 770.50 I
88 i2608 20250919 765.00 ... 768.50 765.50 I
89 i2609 20250919 760.50 ... 762.50 761.00 I
90 j2510 20250919 1623.00 ... 1624.00 1626.50 J
91 j2511 20250919 1641.50 ... 1657.50 1655.00 J
92 j2512 20250919 1700.00 ... 1700.00 1691.00 J
93 j2601 20250919 1709.00 ... 1725.50 1725.50 J
94 j2602 20250919 0.00 ... 1754.00 1754.00 J
95 j2603 20250919 0.00 ... 1763.50 1763.50 J
96 j2604 20250919 0.00 ... 1814.00 1814.00 J
97 j2605 20250919 1854.50 ... 1866.50 1853.50 J
98 j2606 20250919 1866.50 ... 1866.50 1879.50 J
99 j2607 20250919 0.00 ... 1878.50 1878.50 J
100 j2608 20250919 1884.50 ... 1891.00 1906.00 J
101 j2609 20250919 1901.00 ... 1923.50 1902.00 J
102 jd2509 20250919 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250919 3043.00 ... 3038.00 3041.00 JD
104 jd2511 20250919 3130.00 ... 3122.00 3119.00 JD
105 jd2512 20250919 3260.00 ... 3259.00 3242.00 JD
106 jd2601 20250919 3421.00 ... 3423.00 3396.00 JD
107 jd2602 20250919 3138.00 ... 3160.00 3131.00 JD
108 jd2603 20250919 3161.00 ... 3183.00 3148.00 JD
109 jd2604 20250919 3313.00 ... 3349.00 3318.00 JD
110 jd2605 20250919 3448.00 ... 3466.00 3432.00 JD
111 jd2606 20250919 3259.00 ... 3274.00 3245.00 JD
112 jd2607 20250919 3491.00 ... 3504.00 3484.00 JD
113 jd2608 20250919 3919.00 ... 3927.00 3916.00 JD
114 jm2510 20250919 1022.00 ... 1029.50 1034.00 JM
115 jm2511 20250919 1079.00 ... 1078.00 1082.00 JM
116 jm2512 20250919 1150.00 ... 1148.50 1148.50 JM
117 jm2601 20250919 1203.00 ... 1216.00 1215.50 JM
118 jm2602 20250919 1228.00 ... 1244.50 1237.00 JM
119 jm2603 20250919 1257.00 ... 1271.00 1258.50 JM
120 jm2604 20250919 1277.00 ... 1293.50 1281.00 JM
121 jm2605 20250919 1298.00 ... 1312.50 1302.50 JM
122 jm2606 20250919 1312.00 ... 1328.50 1316.00 JM
123 jm2607 20250919 1325.00 ... 1341.50 1326.00 JM
124 jm2608 20250919 1341.00 ... 1357.00 1339.00 JM
125 jm2609 20250919 1365.00 ... 1380.50 1360.50 JM
126 l2510 20250919 7107.00 ... 7095.00 7142.00 L
127 l2511 20250919 7159.00 ... 7128.00 7159.00 L
128 l2512 20250919 7163.00 ... 7158.00 7188.00 L
129 l2601 20250919 7202.00 ... 7181.00 7219.00 L
130 l2602 20250919 7186.00 ... 7177.00 7211.00 L
131 l2603 20250919 7203.00 ... 7193.00 7238.00 L
132 l2604 20250919 7238.00 ... 7233.00 7281.00 L
133 l2605 20250919 7250.00 ... 7228.00 7265.00 L
134 l2606 20250919 7216.00 ... 7225.00 7247.00 L
135 l2607 20250919 7241.00 ... 7238.00 7284.00 L
136 l2608 20250919 7255.00 ... 7256.00 7282.00 L
137 l2609 20250919 7272.00 ... 7264.00 7296.00 L
138 lg2509 20250919 780.00 ... 778.00 770.00 LG
139 lg2511 20250919 800.00 ... 804.00 806.00 LG
140 lg2601 20250919 817.00 ... 818.00 819.50 LG
141 lg2603 20250919 825.50 ... 824.50 824.50 LG
142 lg2605 20250919 830.50 ... 828.50 828.50 LG
143 lg2607 20250919 830.50 ... 828.50 830.50 LG
144 lh2509 20250919 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250919 12815.00 ... 12835.00 12885.00 LH
146 lh2601 20250919 13330.00 ... 13340.00 13395.00 LH
147 lh2603 20250919 12850.00 ... 12850.00 12915.00 LH
148 lh2605 20250919 13395.00 ... 13380.00 13460.00 LH
149 lh2607 20250919 14130.00 ... 14135.00 14215.00 LH
150 m2511 20250919 2968.00 ... 2975.00 2968.00 M
151 m2512 20250919 3011.00 ... 3024.00 3015.00 M
152 m2601 20250919 2995.00 ... 3004.00 3001.00 M
153 m2603 20250919 2932.00 ... 2949.00 2942.00 M
154 m2605 20250919 2768.00 ... 2777.00 2775.00 M
155 m2607 20250919 2754.00 ... 2768.00 2760.00 M
156 m2608 20250919 2874.00 ... 2885.00 2886.00 M
157 m2609 20250919 2882.00 ... 2889.00 2889.00 M
158 p2510 20250919 9186.00 ... 9242.00 9254.00 P
159 p2511 20250919 9256.00 ... 9292.00 9286.00 P
160 p2512 20250919 9292.00 ... 9318.00 9320.00 P
161 p2601 20250919 9314.00 ... 9340.00 9344.00 P
162 p2602 20250919 9300.00 ... 9318.00 9312.00 P
163 p2603 20250919 9248.00 ... 9280.00 9318.00 P
164 p2604 20250919 9214.00 ... 9230.00 9246.00 P
165 p2605 20250919 9118.00 ... 9138.00 9138.00 P
166 p2606 20250919 9032.00 ... 9032.00 9042.00 P
167 p2607 20250919 8932.00 ... 8930.00 8922.00 P
168 p2608 20250919 8864.00 ... 8864.00 8872.00 P
169 p2609 20250919 8814.00 ... 8812.00 8844.00 P
170 pg2509 20250919 3810.00 ... 3801.00 3805.00 PG
171 pg2510 20250919 4461.00 ... 4439.00 4466.00 PG
172 pg2511 20250919 4393.00 ... 4368.00 4400.00 PG
173 pg2512 20250919 4336.00 ... 4307.00 4336.00 PG
174 pg2601 20250919 4271.00 ... 4241.00 4270.00 PG
175 pg2602 20250919 4193.00 ... 4176.00 4209.00 PG
176 pg2603 20250919 4110.00 ... 4090.00 4123.00 PG
177 pg2604 20250919 4429.00 ... 4418.00 4451.00 PG
178 pg2605 20250919 4348.00 ... 4341.00 4379.00 PG
179 pg2606 20250919 4283.00 ... 4283.00 4297.00 PG
180 pg2607 20250919 0.00 ... 4247.00 4247.00 PG
181 pg2608 20250919 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250919 6825.00 ... 6816.00 6862.00 PP
183 pp2511 20250919 6878.00 ... 6846.00 6886.00 PP
184 pp2512 20250919 6895.00 ... 6883.00 6921.00 PP
185 pp2601 20250919 6930.00 ... 6917.00 6955.00 PP
186 pp2602 20250919 6901.00 ... 6900.00 6930.00 PP
187 pp2603 20250919 6898.00 ... 6899.00 6953.00 PP
188 pp2604 20250919 6934.00 ... 6927.00 6961.00 PP
189 pp2605 20250919 6970.00 ... 6959.00 6993.00 PP
190 pp2606 20250919 6917.00 ... 6921.00 6951.00 PP
191 pp2607 20250919 6902.00 ... 6890.00 6941.00 PP
192 pp2608 20250919 6902.00 ... 6900.00 6950.00 PP
193 pp2609 20250919 6931.00 ... 6926.00 6966.00 PP
194 rr2510 20250919 3608.00 ... 3608.00 3603.00 RR
195 rr2511 20250919 3610.00 ... 3614.00 3605.00 RR
196 rr2512 20250919 3600.00 ... 3605.00 3597.00 RR
197 rr2601 20250919 3621.00 ... 3620.00 3617.00 RR
198 rr2602 20250919 3602.00 ... 3603.00 3599.00 RR
199 rr2603 20250919 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250919 3616.00 ... 3616.00 3611.00 RR
201 rr2605 20250919 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250919 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250919 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250919 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250919 0.00 ... 3614.00 3614.00 RR
206 v2510 20250919 4810.00 ... 4834.00 4828.00 V
207 v2511 20250919 4844.00 ... 4867.00 4848.00 V
208 v2512 20250919 4887.00 ... 4908.00 4895.00 V
209 v2601 20250919 4927.00 ... 4949.00 4939.00 V
210 v2602 20250919 4967.00 ... 4984.00 4973.00 V
211 v2603 20250919 4999.00 ... 5016.00 5003.00 V
212 v2604 20250919 5203.00 ... 5222.00 5206.00 V
213 v2605 20250919 5229.00 ... 5252.00 5241.00 V
214 v2606 20250919 5280.00 ... 5286.00 5269.00 V
215 v2607 20250919 5301.00 ... 5314.00 5301.00 V
216 v2608 20250919 5332.00 ... 5342.00 5337.00 V
217 v2609 20250919 5347.00 ... 5374.00 5370.00 V
218 y2511 20250919 8294.00 ... 8350.00 8308.00 Y
219 y2512 20250919 8344.00 ... 8390.00 8346.00 Y
220 y2601 20250919 8298.00 ... 8336.00 8306.00 Y
221 y2603 20250919 8228.00 ... 8276.00 8276.00 Y
222 y2605 20250919 8034.00 ... 8060.00 8052.00 Y
223 y2607 20250919 7990.00 ... 8014.00 7998.00 Y
224 y2608 20250919 8008.00 ... 8024.00 8016.00 Y
225 y2609 20250919 7974.00 ... 7992.00 7988.00 Y
[226 rows x 12 columns]
2025-09-22 16:26:34,362 - future_1d - INFO - ak.get_dce_daily('2025-09-19') done
2025-09-22 16:26:36,117 - future_1d - INFO - save future_daily 2025-09-19 completed
symbol date open ... settle pre_settle variety
0 IC2510 20250922 7111.000 ... 7124.600 7117.800 IC
1 IC2511 20250922 7088.800 ... 7056.600 7117.800 IC
2 IC2512 20250922 7007.000 ... 6995.000 6999.000 IC
3 IC2603 20250922 6840.000 ... 6825.000 6831.000 IC
4 IF2510 20250922 4492.200 ... 4497.400 4495.000 IF
5 IF2511 20250922 4492.800 ... 4481.800 4495.000 IF
6 IF2512 20250922 4475.000 ... 4472.400 4470.400 IF
7 IF2603 20250922 4447.600 ... 4448.800 4446.600 IF
8 IH2510 20250922 2914.200 ... 2917.000 2917.400 IH
9 IH2511 20250922 2904.400 ... 2915.800 2917.400 IH
10 IH2512 20250922 2914.200 ... 2917.400 2917.400 IH
11 IH2603 20250922 2915.600 ... 2918.800 2919.600 IH
12 IM2510 20250922 7382.000 ... 7373.800 7361.000 IM
13 IM2511 20250922 7311.800 ... 7290.800 7361.000 IM
14 IM2512 20250922 7209.000 ... 7211.000 7202.200 IM
15 IM2603 20250922 7000.000 ... 7002.600 6994.000 IM
16 T2512 20250922 107.810 ... 107.945 107.755 T
17 T2603 20250922 107.510 ... 107.595 107.420 T
18 T2606 20250922 107.335 ... 107.460 107.285 T
19 TF2512 20250922 105.675 ... 105.760 105.630 TF
20 TF2603 20250922 105.515 ... 105.620 105.510 TF
21 TF2606 20250922 105.500 ... 105.555 105.420 TF
22 TL2512 20250922 114.900 ... 115.090 114.880 TL
23 TL2603 20250922 114.620 ... 114.750 114.570 TL
24 TL2606 20250922 114.600 ... 114.770 114.540 TL
25 TS2512 20250922 102.370 ... 102.396 102.358 TS
26 TS2603 20250922 102.276 ... 102.324 102.292 TS
27 TS2606 20250922 102.298 ... 102.300 102.274 TS
[28 rows x 12 columns]
2025-09-22 16:26:45,039 - future_1d - INFO - ak.get_cffex_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 SC2510 20250922 490 ... 485.5 492.1 SC
1 SC2511 20250922 485.2 ... 484.2 491.2 SC
2 SC2512 20250922 485.9 ... 483.6 489.8 SC
3 SC2601 20250922 484.3 ... 482.9 488.5 SC
4 SC2602 20250922 482.6 ... 481.8 486.6 SC
5 SC2603 20250922 482 ... 481.1 486 SC
6 SC2604 20250922 481.2 ... 481.3 486 SC
7 SC2605 20250922 481.2 ... 480.9 485.4 SC
8 SC2606 20250922 481.7 ... 480.2 485.8 SC
9 SC2607 20250922 480 ... 480.4 484.6 SC
10 SC2608 20250922 478.5 ... 478 483 SC
11 SC2609 20250922 477.6 ... 477.7 480.8 SC
12 SC2612 20250922 473.9 ... 473.9 477.1 SC
13 SC2703 20250922 ... 475.1 475.1 SC
14 SC2706 20250922 ... 469.2 469.2 SC
15 SC2709 20250922 ... 473.2 473.2 SC
16 SC2712 20250922 466.3 ... 466.3 472.9 SC
17 SC2803 20250922 ... 470 471 SC
18 SC2806 20250922 462.7 ... 462.8 467.5 SC
19 SC2809 20250922 ... 465.7 465.7 SC
21 LU2510 20250922 3368 ... 3351 3372 LU
22 LU2511 20250922 3392 ... 3373 3405 LU
23 LU2512 20250922 3363 ... 3354 3388 LU
24 LU2601 20250922 3360 ... 3342 3382 LU
25 LU2602 20250922 3335 ... 3334 3362 LU
26 LU2603 20250922 3331 ... 3326 3362 LU
27 LU2604 20250922 3323 ... 3323 3345 LU
28 LU2605 20250922 3320 ... 3326 3346 LU
29 LU2606 20250922 3309 ... 3319 3352 LU
30 LU2607 20250922 3304 ... 3307 3350 LU
31 LU2608 20250922 3305 ... 3306 3342 LU
32 LU2609 20250922 3292 ... 3292 3329 LU
34 NR2510 20250922 12300 ... 12340 12280 NR
35 NR2511 20250922 12340 ... 12365 12290 NR
36 NR2512 20250922 12340 ... 12385 12335 NR
37 NR2601 20250922 12395 ... 12405 12370 NR
38 NR2602 20250922 12425 ... 12420 12405 NR
39 NR2603 20250922 12405 ... 12385 12375 NR
40 NR2604 20250922 12465 ... 12440 12435 NR
41 NR2605 20250922 12485 ... 12485 12470 NR
42 NR2606 20250922 12510 ... 12495 12440 NR
43 NR2607 20250922 ... 12650 12650 NR
44 NR2608 20250922 ... 12685 12685 NR
45 NR2609 20250922 ... 12510 12510 NR
47 BC2510 20250922 70780 ... 71050 70760 BC
48 BC2511 20250922 70970 ... 71120 70890 BC
49 BC2512 20250922 ... 71490 71670 BC
50 BC2601 20250922 71300 ... 71300 71000 BC
51 BC2602 20250922 ... 71100 71100 BC
52 BC2603 20250922 ... 71210 71200 BC
53 BC2604 20250922 ... 71300 71300 BC
54 BC2605 20250922 ... 71300 71300 BC
55 BC2606 20250922 ... 71400 71400 BC
56 BC2607 20250922 ... 71400 71400 BC
57 BC2608 20250922 ... 71400 71400 BC
58 BC2609 20250922 ... 71550 71550 BC
60 EC2510 20250922 1067 ... 1102 1072.3 EC
61 EC2512 20250922 1651.1 ... 1669.2 1626.1 EC
62 EC2602 20250922 1601.7 ... 1586.4 1552.7 EC
63 EC2604 20250922 1265 ... 1274.4 1250.7 EC
64 EC2606 20250922 1449.5 ... 1454.8 1438.3 EC
65 EC2608 20250922 1599 ... 1606.8 1595 EC
68 SC_TAS2511 20250922 ... SC_TAS
69 SC_TAS2512 20250922 ... SC_TAS
70 SC_TAS2601 20250922 ... SC_TAS
[65 rows x 12 columns]
2025-09-22 16:26:45,099 - future_1d - INFO - ak.get_ine_daily('2025-09-22') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250922 ... 80130 79840 CU
1 1 CU2511 20250922 ... 80120 79820 CU
2 2 CU2512 20250922 ... 80120 79810 CU
3 3 CU2601 20250922 ... 80110 79810 CU
4 4 CU2602 20250922 ... 80100 79800 CU
5 5 CU2603 20250922 ... 80130 79830 CU
6 6 CU2604 20250922 ... 80170 79860 CU
7 7 CU2605 20250922 ... 80280 79910 CU
8 8 CU2606 20250922 ... 80260 79850 CU
9 9 CU2607 20250922 ... 80290 79840 CU
10 10 CU2608 20250922 ... 80210 79800 CU
11 11 CU2609 20250922 ... 80220 79780 CU
12 12 BC2510 20250922 ... 71050 70760 BC
13 13 BC2511 20250922 ... 71120 70890 BC
14 14 BC2512 20250922 ... 71490 71670 BC
15 15 BC2601 20250922 ... 71300 71000 BC
16 16 BC2602 20250922 ... 71100 71100 BC
17 17 BC2603 20250922 ... 71210 71200 BC
18 18 BC2604 20250922 ... 71300 71300 BC
19 19 BC2605 20250922 ... 71300 71300 BC
20 20 BC2606 20250922 ... 71400 71400 BC
21 21 BC2607 20250922 ... 71400 71400 BC
22 22 BC2608 20250922 ... 71400 71400 BC
23 23 BC2609 20250922 ... 71550 71550 BC
24 24 AL2510 20250922 ... 20760 20805 AL
25 25 AL2511 20250922 ... 20770 20820 AL
26 26 AL2512 20250922 ... 20765 20820 AL
27 27 AL2601 20250922 ... 20760 20815 AL
28 28 AL2602 20250922 ... 20765 20815 AL
29 29 AL2603 20250922 ... 20785 20840 AL
30 30 AL2604 20250922 ... 20840 20855 AL
31 31 AL2605 20250922 ... 20820 20865 AL
32 32 AL2606 20250922 ... 20820 20850 AL
33 33 AL2607 20250922 ... 20840 20865 AL
34 34 AL2608 20250922 ... 20830 20885 AL
35 35 AL2609 20250922 ... 20830 20850 AL
36 36 ZN2510 20250922 ... 21995 22065 ZN
37 37 ZN2511 20250922 ... 21995 22060 ZN
38 38 ZN2512 20250922 ... 22015 22080 ZN
39 39 ZN2601 20250922 ... 22035 22100 ZN
40 40 ZN2602 20250922 ... 22055 22125 ZN
41 41 ZN2603 20250922 ... 22070 22160 ZN
42 42 ZN2604 20250922 ... 22095 22200 ZN
43 43 ZN2605 20250922 ... 22145 22230 ZN
44 44 ZN2606 20250922 ... 22185 22240 ZN
45 45 ZN2607 20250922 ... 22205 22260 ZN
46 46 ZN2608 20250922 ... 22240 22290 ZN
47 47 ZN2609 20250922 ... 22305 22305 ZN
48 48 PB2510 20250922 ... 17120 17140 PB
49 49 PB2511 20250922 ... 17160 17170 PB
50 50 PB2512 20250922 ... 17170 17175 PB
51 51 PB2601 20250922 ... 17160 17170 PB
52 52 PB2602 20250922 ... 17175 17175 PB
53 53 PB2603 20250922 ... 17185 17190 PB
54 54 PB2604 20250922 ... 17185 17235 PB
55 55 PB2605 20250922 ... 17185 17210 PB
56 56 PB2606 20250922 ... 17195 17145 PB
57 57 PB2607 20250922 ... 17215 17225 PB
58 58 PB2608 20250922 ... 17220 17245 PB
59 59 PB2609 20250922 ... 17210 17210 PB
60 60 NI2510 20250922 ... 121440 121320 NI
61 61 NI2511 20250922 ... 121630 121520 NI
62 62 NI2512 20250922 ... 121810 121810 NI
63 63 NI2601 20250922 ... 122020 121930 NI
64 64 NI2602 20250922 ... 122170 122110 NI
65 65 NI2603 20250922 ... 122400 122540 NI
66 66 NI2604 20250922 ... 122780 122710 NI
67 67 NI2605 20250922 ... 122960 122950 NI
68 68 NI2606 20250922 ... 123530 123120 NI
69 69 NI2607 20250922 ... 123500 123440 NI
70 70 NI2608 20250922 ... 123810 123490 NI
71 71 NI2609 20250922 ... 123880 123530 NI
72 72 SN2510 20250922 ... 271360 268470 SN
73 73 SN2511 20250922 ... 271840 268840 SN
74 74 SN2512 20250922 ... 272050 269060 SN
75 75 SN2601 20250922 ... 272270 269200 SN
76 76 SN2602 20250922 ... 271620 269420 SN
77 77 SN2603 20250922 ... 271420 269440 SN
78 78 SN2604 20250922 ... 271610 270080 SN
79 79 SN2605 20250922 ... 272210 269840 SN
80 80 SN2606 20250922 ... 272850 269920 SN
81 81 SN2607 20250922 ... 272590 270550 SN
82 82 SN2608 20250922 ... 271030 270360 SN
83 83 SN2609 20250922 ... 274160 271330 SN
84 84 AO2510 20250922 ... 2915 2915 AO
85 85 AO2511 20250922 ... 2914 2919 AO
86 86 AO2512 20250922 ... 2924 2927 AO
87 87 AO2601 20250922 ... 2934 2936 AO
88 88 AO2602 20250922 ... 2938 2947 AO
89 89 AO2603 20250922 ... 3008 3016 AO
90 90 AO2604 20250922 ... 3016 3023 AO
91 91 AO2605 20250922 ... 3026 3029 AO
92 92 AO2606 20250922 ... 3031 3032 AO
93 93 AO2607 20250922 ... 3040 3038 AO
94 94 AO2608 20250922 ... 3044 3048 AO
95 95 AO2609 20250922 ... 3076 3062 AO
96 96 AD2511 20250922 ... 20315 20320 AD
97 97 AD2512 20250922 ... 20340 20350 AD
98 98 AD2601 20250922 ... 20355 20380 AD
99 99 AD2602 20250922 ... 20355 20355 AD
100 100 AD2603 20250922 ... 20415 20415 AD
101 101 AD2604 20250922 ... 20345 20345 AD
102 102 AD2605 20250922 ... 20340 20355 AD
103 103 AD2606 20250922 ... 20305 20305 AD
104 104 AD2607 20250922 ... 20510 20510 AD
105 105 AD2608 20250922 ... 20515 20515 AD
106 106 AD2609 20250922 ... 20515 20515 AD
107 107 AU2510 20250922 ... 835.38 826.86 AU
108 108 AU2511 20250922 ... 839.18 828.7 AU
109 109 AU2512 20250922 ... 838.74 829.78 AU
110 110 AU2602 20250922 ... 841.9 832.14 AU
111 111 AU2604 20250922 ... 844.64 834.24 AU
112 112 AU2606 20250922 ... 845.2 836.56 AU
113 113 AU2608 20250922 ... 848.34 839.52 AU
114 114 AU2610 20250922 ... 850.26 842.9 AU
115 115 AG2510 20250922 ... 10136 9903 AG
116 116 AG2511 20250922 ... 10147 9928 AG
117 117 AG2512 20250922 ... 10168 9938 AG
118 118 AG2601 20250922 ... 10181 9951 AG
119 119 AG2602 20250922 ... 10181 9960 AG
120 120 AG2603 20250922 ... 10236 9983 AG
121 121 AG2604 20250922 ... 10233 9989 AG
122 122 AG2605 20250922 ... 10242 10006 AG
123 123 AG2606 20250922 ... 10262 10021 AG
124 124 AG2607 20250922 ... 10281 10032 AG
125 125 AG2608 20250922 ... 10291 10046 AG
126 126 AG2609 20250922 ... 10322 10059 AG
127 127 RB2510 20250922 ... 3093 3069 RB
128 128 RB2511 20250922 ... 3109 3083 RB
129 129 RB2512 20250922 ... 3161 3139 RB
130 130 RB2601 20250922 ... 3187 3158 RB
131 131 RB2602 20250922 ... 3188 3162 RB
132 132 RB2603 20250922 ... 3210 3184 RB
133 133 RB2604 20250922 ... 3222 3198 RB
134 134 RB2605 20250922 ... 3245 3218 RB
135 135 RB2606 20250922 ... 3257 3230 RB
136 136 RB2607 20250922 ... 3272 3241 RB
137 137 RB2608 20250922 ... 3266 3239 RB
138 138 RB2609 20250922 ... 3274 3253 RB
139 139 WR2510 20250922 ... 3289 3283 WR
140 140 WR2511 20250922 ... 3302 3302 WR
141 141 WR2512 20250922 ... 3324 3324 WR
142 142 WR2601 20250922 ... 3349 3349 WR
143 143 WR2602 20250922 ... 3358 3358 WR
144 144 WR2603 20250922 ... 3399 3399 WR
145 145 WR2604 20250922 ... 3389 3389 WR
146 146 WR2605 20250922 ... 3414 3414 WR
147 147 WR2606 20250922 ... 3372 3372 WR
148 148 WR2607 20250922 ... 3390 3390 WR
149 149 WR2608 20250922 ... 3399 3399 WR
150 150 WR2609 20250922 ... 3466 3466 WR
151 151 HC2510 20250922 ... 3424 3400 HC
152 152 HC2511 20250922 ... 3408 3382 HC
153 153 HC2512 20250922 ... 3392 3370 HC
154 154 HC2601 20250922 ... 3385 3362 HC
155 155 HC2602 20250922 ... 3383 3360 HC
156 156 HC2603 20250922 ... 3385 3365 HC
157 157 HC2604 20250922 ... 3388 3371 HC
158 158 HC2605 20250922 ... 3393 3372 HC
159 159 HC2606 20250922 ... 3399 3377 HC
160 160 HC2607 20250922 ... 3405 3384 HC
161 161 HC2608 20250922 ... 3392 3381 HC
162 162 HC2609 20250922 ... 3396 3401 HC
163 163 SS2510 20250922 ... 12795 12755 SS
164 164 SS2511 20250922 ... 12910 12870 SS
165 165 SS2512 20250922 ... 12945 12910 SS
166 166 SS2601 20250922 ... 13015 12970 SS
167 167 SS2602 20250922 ... 13075 13025 SS
168 168 SS2603 20250922 ... 13140 13105 SS
169 169 SS2604 20250922 ... 13195 13155 SS
170 170 SS2605 20250922 ... 13265 13225 SS
171 171 SS2606 20250922 ... 13310 13315 SS
172 172 SS2607 20250922 ... 13360 13350 SS
173 173 SS2608 20250922 ... 13395 13400 SS
174 174 SS2609 20250922 ... 13475 13475 SS
175 175 SC2510 20250922 ... 485.5 492.1 SC
176 176 SC2511 20250922 ... 484.2 491.2 SC
177 177 SC2512 20250922 ... 483.6 489.8 SC
178 178 SC2601 20250922 ... 482.9 488.5 SC
179 179 SC2602 20250922 ... 481.8 486.6 SC
180 180 SC2603 20250922 ... 481.1 486 SC
181 181 SC2604 20250922 ... 481.3 486 SC
182 182 SC2605 20250922 ... 480.9 485.4 SC
183 183 SC2606 20250922 ... 480.2 485.8 SC
184 184 SC2607 20250922 ... 480.4 484.6 SC
185 185 SC2608 20250922 ... 478 483 SC
186 186 SC2609 20250922 ... 477.7 480.8 SC
187 187 SC2612 20250922 ... 473.9 477.1 SC
188 188 SC2703 20250922 ... 475.1 475.1 SC
189 189 SC2706 20250922 ... 469.2 469.2 SC
190 190 SC2709 20250922 ... 473.2 473.2 SC
191 191 SC2712 20250922 ... 466.3 472.9 SC
192 192 SC2803 20250922 ... 470 471 SC
193 193 SC2806 20250922 ... 462.8 467.5 SC
194 194 SC2809 20250922 ... 465.7 465.7 SC
195 195 LU2510 20250922 ... 3351 3372 LU
196 196 LU2511 20250922 ... 3373 3405 LU
197 197 LU2512 20250922 ... 3354 3388 LU
198 198 LU2601 20250922 ... 3342 3382 LU
199 199 LU2602 20250922 ... 3334 3362 LU
200 200 LU2603 20250922 ... 3326 3362 LU
201 201 LU2604 20250922 ... 3323 3345 LU
202 202 LU2605 20250922 ... 3326 3346 LU
203 203 LU2606 20250922 ... 3319 3352 LU
204 204 LU2607 20250922 ... 3307 3350 LU
205 205 LU2608 20250922 ... 3306 3342 LU
206 206 LU2609 20250922 ... 3292 3329 LU
207 207 FU2510 20250922 ... 2803 2834 FU
208 208 FU2511 20250922 ... 2818 2850 FU
209 209 FU2512 20250922 ... 2796 2830 FU
210 210 FU2601 20250922 ... 2778 2818 FU
211 211 FU2602 20250922 ... 2761 2795 FU
212 212 FU2603 20250922 ... 2754 2788 FU
213 213 FU2604 20250922 ... 2749 2783 FU
214 214 FU2605 20250922 ... 2739 2772 FU
215 215 FU2606 20250922 ... 2732 2756 FU
216 216 FU2607 20250922 ... 2713 2737 FU
217 217 FU2608 20250922 ... 2708 2729 FU
218 218 FU2609 20250922 ... 2695 2711 FU
219 219 BU2510 20250922 ... 3421 3433 BU
220 220 BU2511 20250922 ... 3414 3425 BU
221 221 BU2512 20250922 ... 3364 3381 BU
222 222 BU2601 20250922 ... 3336 3361 BU
223 223 BU2602 20250922 ... 3340 3363 BU
224 224 BU2603 20250922 ... 3342 3364 BU
225 225 BU2604 20250922 ... 3346 3364 BU
226 226 BU2605 20250922 ... 3346 3347 BU
227 227 BU2606 20250922 ... 3337 3356 BU
228 228 BU2607 20250922 ... 3330 3348 BU
229 229 BU2608 20250922 ... 3337 3369 BU
230 230 BU2609 20250922 ... 3332 3349 BU
231 231 BU2612 20250922 ... 3297 3314 BU
232 232 BU2703 20250922 ... 3312 3312 BU
233 233 BU2706 20250922 ... 3308 3318 BU
234 234 BU2709 20250922 ... 3337 3342 BU
235 235 BR2510 20250922 ... 11565 11545 BR
236 236 BR2511 20250922 ... 11495 11470 BR
237 237 BR2512 20250922 ... 11475 11460 BR
238 238 BR2601 20250922 ... 11475 11470 BR
239 239 BR2602 20250922 ... 11485 11500 BR
240 240 BR2603 20250922 ... 11470 11475 BR
241 241 BR2604 20250922 ... 11535 11535 BR
242 242 BR2605 20250922 ... 11545 11525 BR
243 243 BR2606 20250922 ... 11630 11630 BR
244 244 BR2607 20250922 ... 11730 11715 BR
245 245 BR2608 20250922 ... 11715 11770 BR
246 246 BR2609 20250922 ... 11675 11645 BR
247 247 RU2510 20250922 ... 14745 14670 RU
248 248 RU2511 20250922 ... 14675 14645 RU
249 249 RU2601 20250922 ... 15560 15530 RU
250 250 RU2603 20250922 ... 15560 15525 RU
251 251 RU2604 20250922 ... 15550 15505 RU
252 252 RU2605 20250922 ... 15540 15515 RU
253 253 RU2606 20250922 ... 15580 15565 RU
254 254 RU2607 20250922 ... 15580 15585 RU
255 255 RU2608 20250922 ... 15735 15585 RU
256 256 RU2609 20250922 ... 15610 15570 RU
257 257 NR2510 20250922 ... 12340 12280 NR
258 258 NR2511 20250922 ... 12365 12290 NR
259 259 NR2512 20250922 ... 12385 12335 NR
260 260 NR2601 20250922 ... 12405 12370 NR
261 261 NR2602 20250922 ... 12420 12405 NR
262 262 NR2603 20250922 ... 12385 12375 NR
263 263 NR2604 20250922 ... 12440 12435 NR
264 264 NR2605 20250922 ... 12485 12470 NR
265 265 NR2606 20250922 ... 12495 12440 NR
266 266 NR2607 20250922 ... 12650 12650 NR
267 267 NR2608 20250922 ... 12685 12685 NR
268 268 NR2609 20250922 ... 12510 12510 NR
269 269 SP2510 20250922 ... 4980 4990 SP
270 270 SP2511 20250922 ... 5006 5020 SP
271 271 SP2512 20250922 ... 5024 5038 SP
272 272 SP2601 20250922 ... 5298 5320 SP
273 273 SP2602 20250922 ... 5286 5310 SP
274 274 SP2603 20250922 ... 5304 5324 SP
275 275 SP2604 20250922 ... 5320 5322 SP
276 276 SP2605 20250922 ... 5316 5338 SP
277 277 SP2606 20250922 ... 5320 5338 SP
278 278 SP2607 20250922 ... 5322 5346 SP
279 279 SP2608 20250922 ... 5330 5344 SP
280 280 SP2609 20250922 ... 5340 5354 SP
281 281 OP2601 20250922 ... 4238 4232 OP
282 282 OP2602 20250922 ... 4232 4232 OP
283 283 OP2603 20250922 ... 4258 4238 OP
284 284 OP2604 20250922 ... 4270 4260 OP
285 285 OP2605 20250922 ... 4286 4256 OP
286 286 OP2606 20250922 ... 4242 4242 OP
287 287 OP2607 20250922 ... 4258 4258 OP
288 288 OP2608 20250922 ... 4260 4244 OP
289 289 OP2609 20250922 ... 4342 4342 OP
290 290 EC2510 20250922 ... 1102 1072.3 EC
291 291 EC2512 20250922 ... 1669.2 1626.1 EC
292 292 EC2602 20250922 ... 1586.4 1552.7 EC
293 293 EC2604 20250922 ... 1274.4 1250.7 EC
294 294 EC2606 20250922 ... 1454.8 1438.3 EC
295 295 EC2608 20250922 ... 1606.8 1595 EC
296 296 SC_TAS2511 20250922 ... SC_TAS
297 297 SC_TAS2512 20250922 ... SC_TAS
298 298 SC_TAS2601 20250922 ... SC_TAS
[299 rows x 13 columns]
2025-09-22 16:26:45,212 - future_1d - INFO - ak.get_shfe_daily('2025-09-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250922 8479.0 8495.0 ... 35108.28 8448.0 8437.0 AP
1 AP511 20250922 8237.0 8285.0 ... 9132.05 8220.0 8233.0 AP
2 AP512 20250922 8216.0 8278.0 ... 1033.84 8205.0 8225.0 AP
3 AP601 20250922 8273.0 8350.0 ... 699317.95 8256.0 8290.0 AP
4 AP603 20250922 8166.0 8225.0 ... 931.58 8172.0 8183.0 AP
5 AP604 20250922 8107.0 8206.0 ... 326.76 8169.0 8194.0 AP
6 AP605 20250922 8240.0 8242.0 ... 7842.30 8195.0 8252.0 AP
7 CF511 20250922 13615.0 13640.0 ... 333313.68 13520.0 13625.0 CF
8 CF601 20250922 13740.0 13755.0 ... 2286431.97 13635.0 13745.0 CF
9 CF603 20250922 13700.0 13725.0 ... 4414.14 13605.0 13705.0 CF
10 CF605 20250922 13715.0 13745.0 ... 300977.45 13640.0 13715.0 CF
11 CF607 20250922 13735.0 13760.0 ... 2381.47 13645.0 13740.0 CF
12 CF609 20250922 13900.0 13920.0 ... 746.54 13825.0 13900.0 CF
13 CJ512 20250922 10680.0 10815.0 ... 6882.28 10695.0 10650.0 CJ
14 CJ601 20250922 10680.0 10835.0 ... 696790.67 10710.0 10680.0 CJ
15 CJ603 20250922 10620.0 10790.0 ... 17190.45 10665.0 10655.0 CJ
16 CJ605 20250922 10710.0 10825.0 ... 149851.15 10680.0 10725.0 CJ
17 CJ607 20250922 10795.0 10935.0 ... 5888.40 10785.0 10850.0 CJ
18 CJ609 20250922 10865.0 11020.0 ... 998.03 10905.0 10950.0 CJ
19 CY510 20250922 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250922 19765.0 19815.0 ... 120128.69 19665.0 19775.0 CY
21 CY512 20250922 0.0 0.0 ... 0.00 19590.0 19690.0 CY
22 CY601 20250922 19765.0 19825.0 ... 1182.01 19700.0 19800.0 CY
23 CY602 20250922 0.0 0.0 ... 0.00 19790.0 19810.0 CY
24 CY603 20250922 19705.0 19705.0 ... 9.85 19705.0 20160.0 CY
25 CY604 20250922 0.0 0.0 ... 0.00 19790.0 19945.0 CY
26 CY605 20250922 0.0 0.0 ... 0.00 19910.0 19990.0 CY
27 CY606 20250922 0.0 0.0 ... 0.00 19845.0 19975.0 CY
28 CY607 20250922 0.0 0.0 ... 0.00 20150.0 20290.0 CY
29 CY608 20250922 0.0 0.0 ... 0.00 19810.0 19935.0 CY
30 CY609 20250922 19945.0 20120.0 ... 60.10 20035.0 20240.0 CY
31 FG510 20250922 1101.0 1106.0 ... 6999.80 1089.0 1093.0 FG
32 FG511 20250922 1102.0 1107.0 ... 226888.15 1087.0 1095.0 FG
33 FG512 20250922 1216.0 1230.0 ... 123497.19 1211.0 1214.0 FG
34 FG601 20250922 1220.0 1230.0 ... 4208149.81 1212.0 1212.0 FG
35 FG602 20250922 1276.0 1285.0 ... 73961.48 1263.0 1268.0 FG
36 FG603 20250922 1285.0 1290.0 ... 1857.36 1274.0 1268.0 FG
37 FG604 20250922 1346.0 1351.0 ... 695.16 1332.0 1329.0 FG
38 FG605 20250922 1350.0 1355.0 ... 151749.60 1339.0 1337.0 FG
39 FG606 20250922 1376.0 1383.0 ... 614.91 1366.0 1365.0 FG
40 FG607 20250922 1375.0 1382.0 ... 2511.37 1366.0 1363.0 FG
41 FG608 20250922 1408.0 1415.0 ... 1299.50 1400.0 1395.0 FG
42 FG609 20250922 1405.0 1417.0 ... 5698.48 1405.0 1397.0 FG
43 JR511 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250922 2270.0 2274.0 ... 2445.91 2263.0 2264.0 MA
52 MA511 20250922 2296.0 2303.0 ... 166979.42 2291.0 2289.0 MA
53 MA512 20250922 2339.0 2341.0 ... 146417.13 2330.0 2333.0 MA
54 MA601 20250922 2364.0 2366.0 ... 1077703.27 2353.0 2356.0 MA
55 MA602 20250922 2380.0 2386.0 ... 30610.13 2374.0 2373.0 MA
56 MA603 20250922 2396.0 2405.0 ... 812.80 2398.0 2398.0 MA
57 MA604 20250922 2391.0 2400.0 ... 16.75 2393.0 2393.0 MA
58 MA605 20250922 2382.0 2390.0 ... 71305.63 2379.0 2382.0 MA
59 MA606 20250922 2392.0 2392.0 ... 14.31 2386.0 2385.0 MA
60 MA607 20250922 2368.0 2377.0 ... 68.64 2367.0 2373.0 MA
61 MA608 20250922 2355.0 2366.0 ... 61.36 2360.0 2368.0 MA
62 MA609 20250922 2351.0 2351.0 ... 2101.01 2337.0 2353.0 MA
63 OI511 20250922 10252.0 10327.0 ... 539379.81 10272.0 10221.0 OI
64 OI601 20250922 10079.0 10161.0 ... 2782367.67 10102.0 10046.0 OI
65 OI603 20250922 9814.0 9890.0 ... 4088.33 9851.0 9788.0 OI
66 OI605 20250922 9561.0 9647.0 ... 111614.49 9607.0 9558.0 OI
67 OI607 20250922 9552.0 9589.0 ... 1253.45 9568.0 9505.0 OI
68 OI609 20250922 9518.0 9546.0 ... 1058.11 9532.0 9482.0 OI
69 PF510 20250922 6306.0 6318.0 ... 6396.85 6296.0 6322.0 PF
70 PF511 20250922 6288.0 6306.0 ... 628345.90 6278.0 6320.0 PF
71 PF512 20250922 6266.0 6276.0 ... 347956.60 6244.0 6304.0 PF
72 PF601 20250922 6300.0 6322.0 ... 37718.83 6298.0 6340.0 PF
73 PF602 20250922 6310.0 6328.0 ... 64821.82 6300.0 6358.0 PF
74 PF603 20250922 6318.0 6330.0 ... 75.75 6314.0 6346.0 PF
75 PF604 20250922 6372.0 6372.0 ... 12.73 6366.0 6406.0 PF
76 PF605 20250922 6396.0 6396.0 ... 60.58 6378.0 6416.0 PF
77 PF606 20250922 6378.0 6378.0 ... 25.50 6376.0 6418.0 PF
78 PF607 20250922 6412.0 6412.0 ... 3.21 6412.0 6442.0 PF
79 PF608 20250922 0.0 0.0 ... 0.00 6420.0 6450.0 PF
80 PF609 20250922 6424.0 6452.0 ... 9.64 6428.0 6480.0 PF
81 PK510 20250922 7848.0 7856.0 ... 3608.19 7818.0 7868.0 PK
82 PK511 20250922 7834.0 7858.0 ... 322471.80 7820.0 7876.0 PK
83 PK512 20250922 7844.0 7862.0 ... 138594.65 7828.0 7872.0 PK
84 PK601 20250922 7858.0 7862.0 ... 37393.92 7832.0 7872.0 PK
85 PK603 20250922 7860.0 7872.0 ... 129.55 7852.0 7882.0 PK
86 PK604 20250922 7852.0 7864.0 ... 43.17 7850.0 7884.0 PK
87 PK605 20250922 7888.0 7890.0 ... 4625.97 7862.0 7890.0 PK
88 PL601 20250922 6384.0 6405.0 ... 69680.17 6373.0 6411.0 PL
89 PL602 20250922 6436.0 6438.0 ... 1102.88 6412.0 6454.0 PL
90 PL603 20250922 6421.0 6421.0 ... 25.68 6421.0 6445.0 PL
91 PL604 20250922 6415.0 6415.0 ... 25.63 6407.0 6463.0 PL
92 PL605 20250922 6350.0 6373.0 ... 101.51 6345.0 6385.0 PL
93 PL606 20250922 6384.0 6384.0 ... 12.77 6384.0 6424.0 PL
94 PL607 20250922 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250922 5810.0 5810.0 ... 2621.53 5788.0 5812.0 PR
104 PR511 20250922 5762.0 5778.0 ... 301092.80 5756.0 5794.0 PR
105 PR512 20250922 5768.0 5784.0 ... 334515.65 5760.0 5806.0 PR
106 PR601 20250922 5774.0 5782.0 ... 281542.36 5760.0 5802.0 PR
107 PR602 20250922 5796.0 5806.0 ... 3078.01 5780.0 5838.0 PR
108 PR603 20250922 5810.0 5818.0 ... 139.45 5810.0 5834.0 PR
109 PR604 20250922 5818.0 5828.0 ... 43.65 5820.0 5832.0 PR
110 PR605 20250922 5826.0 5828.0 ... 17.48 5828.0 5840.0 PR
111 PR606 20250922 0.0 0.0 ... 0.00 5904.0 5904.0 PR
112 PR607 20250922 0.0 0.0 ... 0.00 5912.0 5912.0 PR
113 PR608 20250922 0.0 0.0 ... 0.00 5914.0 5914.0 PR
114 PR609 20250922 0.0 0.0 ... 0.00 5888.0 5910.0 PR
115 PX510 20250922 6644.0 6678.0 ... 916.44 6666.0 6690.0 PX
116 PX511 20250922 6602.0 6654.0 ... 643956.64 6602.0 6640.0 PX
117 PX512 20250922 6598.0 6642.0 ... 277519.72 6594.0 6644.0 PX
118 PX601 20250922 6608.0 6628.0 ... 115700.73 6588.0 6634.0 PX
119 PX602 20250922 6608.0 6630.0 ... 9627.42 6590.0 6644.0 PX
120 PX603 20250922 0.0 0.0 ... 0.00 6584.0 6614.0 PX
121 PX604 20250922 6600.0 6600.0 ... 9.90 6600.0 6586.0 PX
122 PX605 20250922 6594.0 6624.0 ... 1867.18 6586.0 6628.0 PX
123 PX606 20250922 6620.0 6620.0 ... 3.31 6620.0 6606.0 PX
124 PX607 20250922 6588.0 6588.0 ... 9.88 6586.0 6614.0 PX
125 PX608 20250922 6602.0 6602.0 ... 6.60 6602.0 6622.0 PX
126 PX609 20250922 6644.0 6644.0 ... 6.63 6634.0 6652.0 PX
127 RI511 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250922 2541.0 2568.0 ... 18961.48 2553.0 2527.0 RM
134 RM601 20250922 2519.0 2552.0 ... 860518.75 2533.0 2498.0 RM
135 RM603 20250922 2414.0 2437.0 ... 20569.69 2423.0 2402.0 RM
136 RM605 20250922 2383.0 2397.0 ... 165640.91 2384.0 2374.0 RM
137 RM607 20250922 2375.0 2385.0 ... 7696.50 2373.0 2362.0 RM
138 RM608 20250922 2471.0 2480.0 ... 872.04 2470.0 2458.0 RM
139 RM609 20250922 2454.0 2469.0 ... 6114.84 2458.0 2447.0 RM
140 RS511 20250922 5329.0 5376.0 ... 58.80 5346.0 5329.0 RS
141 RS607 20250922 5595.0 5595.0 ... 155.95 5570.0 5568.0 RS
142 RS608 20250922 5595.0 5624.0 ... 150.64 5579.0 5570.0 RS
143 RS609 20250922 0.0 0.0 ... 0.00 5588.0 5588.0 RS
144 SA510 20250922 1235.0 1236.0 ... 11478.60 1219.0 1223.0 SA
145 SA511 20250922 1241.0 1247.0 ... 576015.20 1233.0 1233.0 SA
146 SA512 20250922 1308.0 1314.0 ... 250273.00 1298.0 1301.0 SA
147 SA601 20250922 1320.0 1326.0 ... 3524980.07 1307.0 1312.0 SA
148 SA602 20250922 1352.0 1357.0 ... 308874.09 1344.0 1344.0 SA
149 SA603 20250922 1357.0 1363.0 ... 3483.28 1345.0 1350.0 SA
150 SA604 20250922 1410.0 1410.0 ... 504.79 1387.0 1396.0 SA
151 SA605 20250922 1408.0 1416.0 ... 104701.84 1397.0 1403.0 SA
152 SA606 20250922 1421.0 1427.0 ... 966.83 1409.0 1415.0 SA
153 SA607 20250922 1423.0 1428.0 ... 3353.40 1411.0 1417.0 SA
154 SA608 20250922 1450.0 1456.0 ... 1683.28 1441.0 1440.0 SA
155 SA609 20250922 1454.0 1463.0 ... 6773.61 1447.0 1449.0 SA
156 SF510 20250922 5606.0 5606.0 ... 5220.47 5510.0 5594.0 SF
157 SF511 20250922 5760.0 5790.0 ... 802136.67 5692.0 5764.0 SF
158 SF512 20250922 5748.0 5784.0 ... 300500.11 5708.0 5746.0 SF
159 SF601 20250922 5760.0 5784.0 ... 236333.21 5672.0 5752.0 SF
160 SF602 20250922 5742.0 5754.0 ... 45401.13 5632.0 5710.0 SF
161 SF603 20250922 5900.0 5900.0 ... 104.57 5810.0 5870.0 SF
162 SF604 20250922 5888.0 5888.0 ... 20.57 5876.0 5876.0 SF
163 SF605 20250922 5868.0 5888.0 ... 4857.15 5794.0 5854.0 SF
164 SF606 20250922 5836.0 5840.0 ... 146.06 5728.0 5820.0 SF
165 SF607 20250922 6000.0 6000.0 ... 79.91 5920.0 5970.0 SF
166 SF608 20250922 5974.0 5974.0 ... 38.38 5906.0 5952.0 SF
167 SF609 20250922 5974.0 5974.0 ... 97.18 5890.0 5954.0 SF
168 SH510 20250922 2542.0 2543.0 ... 15410.73 2517.0 2523.0 SH
169 SH511 20250922 2580.0 2587.0 ... 567814.28 2553.0 2562.0 SH
170 SH512 20250922 2640.0 2649.0 ... 333560.83 2615.0 2618.0 SH
171 SH601 20250922 2645.0 2649.0 ... 2719570.17 2622.0 2623.0 SH
172 SH602 20250922 2670.0 2670.0 ... 56052.40 2640.0 2636.0 SH
173 SH603 20250922 2635.0 2684.0 ... 934.46 2662.0 2655.0 SH
174 SH604 20250922 2715.0 2715.0 ... 89.00 2697.0 2705.0 SH
175 SH605 20250922 2719.0 2731.0 ... 14781.20 2707.0 2706.0 SH
176 SH606 20250922 2739.0 2739.0 ... 89.65 2717.0 2727.0 SH
177 SH607 20250922 2730.0 2730.0 ... 16.30 2716.0 2729.0 SH
178 SH608 20250922 2729.0 2729.0 ... 57.02 2715.0 2730.0 SH
179 SH609 20250922 2740.0 2740.0 ... 163.34 2722.0 2727.0 SH
180 SM510 20250922 5920.0 5920.0 ... 12471.33 5798.0 5880.0 SM
181 SM511 20250922 5964.0 5972.0 ... 508950.22 5896.0 5950.0 SM
182 SM512 20250922 5982.0 5986.0 ... 103550.67 5906.0 5966.0 SM
183 SM601 20250922 5988.0 6002.0 ... 988130.11 5884.0 5980.0 SM
184 SM602 20250922 5966.0 6002.0 ... 334645.76 5936.0 5978.0 SM
185 SM603 20250922 5986.0 5996.0 ... 265.23 5894.0 5996.0 SM
186 SM604 20250922 6002.0 6002.0 ... 11.98 5992.0 5978.0 SM
187 SM605 20250922 6014.0 6042.0 ... 20961.67 5920.0 6014.0 SM
188 SM606 20250922 5964.0 5964.0 ... 23.62 5906.0 6010.0 SM
189 SM607 20250922 6038.0 6044.0 ... 32.91 5984.0 6030.0 SM
190 SM608 20250922 0.0 0.0 ... 0.00 5966.0 6048.0 SM
191 SM609 20250922 6050.0 6064.0 ... 888.25 5962.0 6048.0 SM
192 SR511 20250922 5500.0 5520.0 ... 120511.31 5497.0 5483.0 SR
193 SR601 20250922 5473.0 5478.0 ... 1012332.82 5461.0 5460.0 SR
194 SR603 20250922 5456.0 5466.0 ... 2228.85 5450.0 5452.0 SR
195 SR605 20250922 5454.0 5458.0 ... 83998.60 5442.0 5443.0 SR
196 SR607 20250922 5460.0 5464.0 ... 3106.98 5451.0 5451.0 SR
197 SR609 20250922 5471.0 5476.0 ... 2923.71 5465.0 5465.0 SR
198 TA510 20250922 4562.0 4580.0 ... 22964.55 4562.0 4602.0 TA
199 TA511 20250922 4590.0 4598.0 ... 296397.64 4576.0 4620.0 TA
200 TA512 20250922 4600.0 4608.0 ... 136797.14 4588.0 4630.0 TA
201 TA601 20250922 4608.0 4616.0 ... 1503295.87 4596.0 4638.0 TA
202 TA602 20250922 4622.0 4628.0 ... 22757.20 4606.0 4648.0 TA
203 TA603 20250922 4634.0 4638.0 ... 101.83 4630.0 4660.0 TA
204 TA604 20250922 4616.0 4618.0 ... 18.47 4618.0 4644.0 TA
205 TA605 20250922 4654.0 4660.0 ... 49514.35 4636.0 4672.0 TA
206 TA606 20250922 0.0 0.0 ... 0.00 4640.0 4702.0 TA
207 TA607 20250922 4672.0 4672.0 ... 13.97 4658.0 4708.0 TA
208 TA608 20250922 0.0 0.0 ... 0.00 4676.0 4688.0 TA
209 TA609 20250922 4680.0 4692.0 ... 119.10 4672.0 4704.0 TA
210 UR510 20250922 1552.0 1569.0 ... 3330.43 1561.0 1574.0 UR
211 UR511 20250922 1625.0 1644.0 ... 55147.72 1635.0 1647.0 UR
212 UR512 20250922 1644.0 1656.0 ... 16277.36 1648.0 1657.0 UR
213 UR601 20250922 1655.0 1666.0 ... 377420.58 1658.0 1666.0 UR
214 UR602 20250922 1665.0 1673.0 ... 788.89 1664.0 1672.0 UR
215 UR603 20250922 1717.0 1717.0 ... 68.44 1711.0 1717.0 UR
216 UR604 20250922 1712.0 1712.0 ... 3.42 1712.0 1724.0 UR
217 UR605 20250922 1717.0 1725.0 ... 24739.82 1716.0 1724.0 UR
218 UR606 20250922 1720.0 1725.0 ... 195.74 1717.0 1724.0 UR
219 UR607 20250922 1754.0 1760.0 ... 80.63 1753.0 1758.0 UR
220 UR608 20250922 1747.0 1749.0 ... 76.89 1747.0 1753.0 UR
221 UR609 20250922 1746.0 1747.0 ... 132.24 1740.0 1747.0 UR
222 WH511 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 16:26:45,546 - future_1d - INFO - ak.get_czce_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 PS2510 20250922 52995.0 ... 51890.0 53040.0 PS
1 PS2511 20250922 52925.0 ... 51675.0 52910.0 PS
2 PS2512 20250922 55290.0 ... 54225.0 55320.0 PS
3 PS2601 20250922 55300.0 ... 54065.0 55030.0 PS
4 PS2602 20250922 55385.0 ... 54595.0 55135.0 PS
5 PS2603 20250922 55455.0 ... 54490.0 55205.0 PS
6 PS2604 20250922 55475.0 ... 54165.0 54950.0 PS
7 PS2605 20250922 55385.0 ... 53990.0 54930.0 PS
8 PS2606 20250922 57600.0 ... 56335.0 56920.0 PS
9 PS2607 20250922 57685.0 ... 56470.0 56815.0 PS
10 PS2608 20250922 57560.0 ... 56380.0 57180.0 PS
11 PS2609 20250922 56810.0 ... 56245.0 56995.0 PS
13 SI2510 20250922 9275.0 ... 9110.0 8975.0 SI
14 SI2511 20250922 9285.0 ... 9135.0 9025.0 SI
15 SI2512 20250922 9855.0 ... 9520.0 9420.0 SI
16 SI2601 20250922 9690.0 ... 9515.0 9405.0 SI
17 SI2602 20250922 9650.0 ... 9525.0 9425.0 SI
18 SI2603 20250922 9690.0 ... 9510.0 9500.0 SI
19 SI2604 20250922 9665.0 ... 9500.0 9550.0 SI
20 SI2605 20250922 9655.0 ... 9520.0 9405.0 SI
21 SI2606 20250922 9645.0 ... 9545.0 9470.0 SI
22 SI2607 20250922 9640.0 ... 9510.0 9480.0 SI
23 SI2608 20250922 9605.0 ... 9560.0 9475.0 SI
24 SI2609 20250922 9665.0 ... 9575.0 9440.0 SI
27 LC2510 20250922 74020.0 ... 73660.0 73320.0 LC
28 LC2511 20250922 74580.0 ... 73780.0 73460.0 LC
29 LC2512 20250922 74460.0 ... 73940.0 73600.0 LC
30 LC2601 20250922 73840.0 ... 73880.0 73620.0 LC
31 LC2602 20250922 74560.0 ... 73580.0 73280.0 LC
32 LC2603 20250922 74360.0 ... 73840.0 73480.0 LC
33 LC2604 20250922 74640.0 ... 74240.0 74060.0 LC
34 LC2605 20250922 74500.0 ... 74280.0 74040.0 LC
35 LC2606 20250922 74560.0 ... 74180.0 73840.0 LC
36 LC2607 20250922 74080.0 ... 73980.0 73700.0 LC
37 LC2608 20250922 74160.0 ... 74100.0 73740.0 LC
38 LC2609 20250922 74120.0 ... 74020.0 73820.0 LC
[36 rows x 12 columns]
2025-09-22 16:26:45,790 - future_1d - INFO - ak.get_gfex_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 a2511 20250922 3908.00 ... 3911.00 3906.00 A
1 a2601 20250922 3902.00 ... 3908.00 3903.00 A
2 a2603 20250922 3903.00 ... 3912.00 3909.00 A
3 a2605 20250922 3947.00 ... 3949.00 3948.00 A
4 a2607 20250922 3953.00 ... 3954.00 3952.00 A
5 a2609 20250922 3960.00 ... 3961.00 3961.00 A
6 b2510 20250922 3678.00 ... 3686.00 3687.00 B
7 b2511 20250922 3694.00 ... 3716.00 3685.00 B
8 b2512 20250922 3726.00 ... 3746.00 3719.00 B
9 b2601 20250922 3723.00 ... 3733.00 3715.00 B
10 b2602 20250922 3723.00 ... 3727.00 3706.00 B
11 b2603 20250922 3671.00 ... 3683.00 3658.00 B
12 b2604 20250922 3569.00 ... 3573.00 3558.00 B
13 b2605 20250922 3497.00 ... 3496.00 3489.00 B
14 b2606 20250922 3475.00 ... 3475.00 3465.00 B
15 b2607 20250922 3471.00 ... 3475.00 3464.00 B
16 b2608 20250922 3563.00 ... 3566.00 3521.00 B
17 b2609 20250922 3582.00 ... 3583.00 3578.00 B
18 bb2511 20250922 142.05 ... 142.05 142.00 BB
19 bb2601 20250922 146.05 ... 146.50 146.65 BB
20 bb2603 20250922 147.05 ... 146.80 146.85 BB
21 bb2605 20250922 0.00 ... 141.45 141.45 BB
22 bb2607 20250922 0.00 ... 146.20 146.20 BB
23 bb2609 20250922 0.00 ... 146.20 146.20 BB
24 bz2603 20250922 5977.00 ... 5922.00 5979.00 BZ
25 bz2604 20250922 5949.00 ... 5904.00 5947.00 BZ
26 bz2605 20250922 5953.00 ... 5927.00 5975.00 BZ
27 bz2606 20250922 5936.00 ... 5936.00 5954.00 BZ
28 bz2607 20250922 5935.00 ... 5935.00 5980.00 BZ
29 bz2608 20250922 0.00 ... 5884.00 5949.00 BZ
30 c2511 20250922 2169.00 ... 2163.00 2171.00 C
31 c2601 20250922 2158.00 ... 2148.00 2161.00 C
32 c2603 20250922 2166.00 ... 2159.00 2171.00 C
33 c2605 20250922 2225.00 ... 2218.00 2228.00 C
34 c2607 20250922 2237.00 ... 2231.00 2239.00 C
35 c2609 20250922 2251.00 ... 2247.00 2234.00 C
36 cs2511 20250922 2463.00 ... 2453.00 2468.00 CS
37 cs2601 20250922 2480.00 ... 2467.00 2483.00 CS
38 cs2603 20250922 2483.00 ... 2473.00 2489.00 CS
39 cs2605 20250922 2562.00 ... 2554.00 2570.00 CS
40 cs2607 20250922 2574.00 ... 2562.00 2573.00 CS
41 cs2609 20250922 2597.00 ... 2591.00 2597.00 CS
42 eb2509 20250922 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250922 7000.00 ... 6947.00 7021.00 EB
44 eb2511 20250922 6992.00 ... 6952.00 7024.00 EB
45 eb2512 20250922 7013.00 ... 6970.00 7033.00 EB
46 eb2601 20250922 7050.00 ... 7012.00 7070.00 EB
47 eb2602 20250922 7095.00 ... 7058.00 7104.00 EB
48 eb2603 20250922 7127.00 ... 7095.00 7131.00 EB
49 eb2604 20250922 7149.00 ... 7110.00 7171.00 EB
50 eb2605 20250922 7174.00 ... 7145.00 7185.00 EB
51 eb2606 20250922 7182.00 ... 7173.00 7260.00 EB
52 eb2607 20250922 7137.00 ... 7137.00 7276.00 EB
53 eb2608 20250922 0.00 ... 7243.00 7246.00 EB
54 eg2509 20250922 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250922 4298.00 ... 4279.00 4282.00 EG
56 eg2511 20250922 4234.00 ... 4234.00 4247.00 EG
57 eg2512 20250922 4236.00 ... 4246.00 4240.00 EG
58 eg2601 20250922 4260.00 ... 4249.00 4259.00 EG
59 eg2602 20250922 4241.00 ... 4241.00 4265.00 EG
60 eg2603 20250922 4265.00 ... 4271.00 4266.00 EG
61 eg2604 20250922 4296.00 ... 4294.00 4314.00 EG
62 eg2605 20250922 4326.00 ... 4305.00 4314.00 EG
63 eg2606 20250922 4315.00 ... 4311.00 4311.00 EG
64 eg2607 20250922 4316.00 ... 4321.00 4321.00 EG
65 eg2608 20250922 0.00 ... 4378.00 4399.00 EG
66 fb2510 20250922 1258.50 ... 1259.00 1259.50 FB
67 fb2511 20250922 1255.50 ... 1254.00 1254.00 FB
68 fb2512 20250922 1253.50 ... 1254.50 1255.00 FB
69 fb2601 20250922 1254.50 ... 1255.50 1253.50 FB
70 fb2602 20250922 1256.00 ... 1255.50 1254.00 FB
71 fb2603 20250922 1249.00 ... 1247.50 1247.00 FB
72 fb2604 20250922 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250922 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250922 0.00 ... 1294.50 1298.00 FB
75 fb2607 20250922 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250922 1308.50 ... 1308.00 1270.00 FB
77 fb2609 20250922 0.00 ... 1296.00 1296.00 FB
78 i2510 20250922 827.00 ... 828.50 823.50 I
79 i2511 20250922 822.00 ... 824.50 819.00 I
80 i2512 20250922 817.00 ... 819.00 813.00 I
81 i2601 20250922 811.00 ... 812.50 805.50 I
82 i2602 20250922 806.00 ... 808.00 801.00 I
83 i2603 20250922 800.50 ... 802.00 795.50 I
84 i2604 20250922 796.00 ... 796.50 790.50 I
85 i2605 20250922 787.00 ... 790.00 784.00 I
86 i2606 20250922 783.00 ... 784.00 778.50 I
87 i2607 20250922 777.50 ... 779.50 773.50 I
88 i2608 20250922 772.50 ... 774.50 768.50 I
89 i2609 20250922 766.00 ... 768.50 762.50 I
90 j2510 20250922 1622.50 ... 1621.50 1624.00 J
91 j2511 20250922 1668.50 ... 1653.00 1657.50 J
92 j2512 20250922 1701.50 ... 1698.00 1700.00 J
93 j2601 20250922 1740.00 ... 1729.00 1725.50 J
94 j2602 20250922 1761.00 ... 1760.00 1754.00 J
95 j2603 20250922 1782.50 ... 1783.00 1763.50 J
96 j2604 20250922 0.00 ... 1814.00 1814.00 J
97 j2605 20250922 1875.00 ... 1868.50 1866.50 J
98 j2606 20250922 1899.00 ... 1899.50 1866.50 J
99 j2607 20250922 1910.00 ... 1902.50 1878.50 J
100 j2608 20250922 1931.00 ... 1931.50 1891.00 J
101 j2609 20250922 1954.00 ... 1948.00 1923.50 J
102 jd2509 20250922 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250922 3038.00 ... 3003.00 3038.00 JD
104 jd2511 20250922 3124.00 ... 3096.00 3122.00 JD
105 jd2512 20250922 3256.00 ... 3224.00 3259.00 JD
106 jd2601 20250922 3415.00 ... 3381.00 3423.00 JD
107 jd2602 20250922 3160.00 ... 3135.00 3160.00 JD
108 jd2603 20250922 3181.00 ... 3156.00 3183.00 JD
109 jd2604 20250922 3352.00 ... 3324.00 3349.00 JD
110 jd2605 20250922 3478.00 ... 3443.00 3466.00 JD
111 jd2606 20250922 3276.00 ... 3254.00 3274.00 JD
112 jd2607 20250922 3508.00 ... 3492.00 3504.00 JD
113 jd2608 20250922 3928.00 ... 3924.00 3927.00 JD
114 jm2510 20250922 1040.50 ... 1036.00 1029.50 JM
115 jm2511 20250922 1091.00 ... 1085.50 1078.00 JM
116 jm2512 20250922 1165.00 ... 1155.50 1148.50 JM
117 jm2601 20250922 1236.50 ... 1229.00 1216.00 JM
118 jm2602 20250922 1259.50 ... 1251.00 1244.50 JM
119 jm2603 20250922 1282.50 ... 1277.50 1271.00 JM
120 jm2604 20250922 1308.00 ... 1304.00 1293.50 JM
121 jm2605 20250922 1339.00 ... 1323.00 1312.50 JM
122 jm2606 20250922 1359.00 ... 1347.50 1328.50 JM
123 jm2607 20250922 1367.00 ... 1361.00 1341.50 JM
124 jm2608 20250922 1378.00 ... 1370.00 1357.00 JM
125 jm2609 20250922 1398.00 ... 1389.50 1380.50 JM
126 l2510 20250922 7104.00 ... 7074.00 7095.00 L
127 l2511 20250922 7105.00 ... 7107.00 7128.00 L
128 l2512 20250922 7155.00 ... 7133.00 7158.00 L
129 l2601 20250922 7169.00 ... 7153.00 7181.00 L
130 l2602 20250922 7165.00 ... 7155.00 7177.00 L
131 l2603 20250922 7191.00 ... 7167.00 7193.00 L
132 l2604 20250922 7218.00 ... 7216.00 7233.00 L
133 l2605 20250922 7231.00 ... 7204.00 7228.00 L
134 l2606 20250922 7224.00 ... 7195.00 7225.00 L
135 l2607 20250922 7241.00 ... 7206.00 7238.00 L
136 l2608 20250922 7240.00 ... 7223.00 7256.00 L
137 l2609 20250922 7266.00 ... 7237.00 7264.00 L
138 lg2509 20250922 780.00 ... 780.00 778.00 LG
139 lg2511 20250922 805.00 ... 808.00 804.00 LG
140 lg2601 20250922 818.00 ... 821.00 818.00 LG
141 lg2603 20250922 826.50 ... 826.50 824.50 LG
142 lg2605 20250922 829.00 ... 830.50 828.50 LG
143 lg2607 20250922 829.50 ... 832.50 828.50 LG
144 lh2509 20250922 12600.00 ... 12600.00 12985.00 LH
145 lh2511 20250922 12835.00 ... 12855.00 12835.00 LH
146 lh2601 20250922 13350.00 ... 13405.00 13340.00 LH
147 lh2603 20250922 12850.00 ... 12815.00 12850.00 LH
148 lh2605 20250922 13385.00 ... 13315.00 13380.00 LH
149 lh2607 20250922 14150.00 ... 13990.00 14135.00 LH
150 m2511 20250922 2981.00 ... 3003.00 2975.00 M
151 m2512 20250922 3032.00 ... 3048.00 3024.00 M
152 m2601 20250922 3014.00 ... 3030.00 3004.00 M
153 m2603 20250922 2959.00 ... 2968.00 2949.00 M
154 m2605 20250922 2787.00 ... 2784.00 2777.00 M
155 m2607 20250922 2774.00 ... 2776.00 2768.00 M
156 m2608 20250922 2893.00 ... 2887.00 2885.00 M
157 m2609 20250922 2897.00 ... 2893.00 2889.00 M
158 p2510 20250922 9214.00 ... 9244.00 9242.00 P
159 p2511 20250922 9264.00 ... 9278.00 9292.00 P
160 p2512 20250922 9294.00 ... 9292.00 9318.00 P
161 p2601 20250922 9322.00 ... 9326.00 9340.00 P
162 p2602 20250922 9300.00 ... 9276.00 9318.00 P
163 p2603 20250922 9280.00 ... 9276.00 9280.00 P
164 p2604 20250922 9200.00 ... 9216.00 9230.00 P
165 p2605 20250922 9126.00 ... 9120.00 9138.00 P
166 p2606 20250922 9008.00 ... 9002.00 9032.00 P
167 p2607 20250922 8894.00 ... 8894.00 8930.00 P
168 p2608 20250922 8842.00 ... 8834.00 8864.00 P
169 p2609 20250922 8786.00 ... 8768.00 8812.00 P
170 pg2509 20250922 3830.00 ... 3810.00 3801.00 PG
171 pg2510 20250922 4425.00 ... 4366.00 4439.00 PG
172 pg2511 20250922 4359.00 ... 4293.00 4368.00 PG
173 pg2512 20250922 4295.00 ... 4232.00 4307.00 PG
174 pg2601 20250922 4237.00 ... 4171.00 4241.00 PG
175 pg2602 20250922 4153.00 ... 4100.00 4176.00 PG
176 pg2603 20250922 4070.00 ... 4020.00 4090.00 PG
177 pg2604 20250922 4413.00 ... 4366.00 4418.00 PG
178 pg2605 20250922 4321.00 ... 4281.00 4341.00 PG
179 pg2606 20250922 4196.00 ... 4195.00 4283.00 PG
180 pg2607 20250922 4161.00 ... 4159.00 4247.00 PG
181 pg2608 20250922 4100.00 ... 4095.00 4204.00 PG
182 pp2510 20250922 6819.00 ... 6785.00 6816.00 PP
183 pp2511 20250922 6827.00 ... 6821.00 6846.00 PP
184 pp2512 20250922 6882.00 ... 6857.00 6883.00 PP
185 pp2601 20250922 6917.00 ... 6895.00 6917.00 PP
186 pp2602 20250922 6900.00 ... 6882.00 6900.00 PP
187 pp2603 20250922 6905.00 ... 6870.00 6899.00 PP
188 pp2604 20250922 6941.00 ... 6911.00 6927.00 PP
189 pp2605 20250922 6967.00 ... 6942.00 6959.00 PP
190 pp2606 20250922 6904.00 ... 6903.00 6921.00 PP
191 pp2607 20250922 6906.00 ... 6878.00 6890.00 PP
192 pp2608 20250922 6922.00 ... 6894.00 6900.00 PP
193 pp2609 20250922 6944.00 ... 6931.00 6926.00 PP
194 rr2510 20250922 3609.00 ... 3610.00 3608.00 RR
195 rr2511 20250922 3613.00 ... 3615.00 3614.00 RR
196 rr2512 20250922 3602.00 ... 3613.00 3605.00 RR
197 rr2601 20250922 3616.00 ... 3624.00 3620.00 RR
198 rr2602 20250922 3607.00 ... 3608.00 3603.00 RR
199 rr2603 20250922 3611.00 ... 3611.00 3608.00 RR
200 rr2604 20250922 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250922 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250922 0.00 ... 3600.00 3597.00 RR
203 rr2607 20250922 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250922 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250922 0.00 ... 3614.00 3614.00 RR
206 v2510 20250922 4841.00 ... 4837.00 4834.00 V
207 v2511 20250922 4870.00 ... 4867.00 4867.00 V
208 v2512 20250922 4926.00 ... 4903.00 4908.00 V
209 v2601 20250922 4955.00 ... 4955.00 4949.00 V
210 v2602 20250922 5017.00 ... 5001.00 4984.00 V
211 v2603 20250922 5040.00 ... 5035.00 5016.00 V
212 v2604 20250922 5241.00 ... 5246.00 5222.00 V
213 v2605 20250922 5259.00 ... 5259.00 5252.00 V
214 v2606 20250922 5305.00 ... 5286.00 5286.00 V
215 v2607 20250922 5338.00 ... 5318.00 5314.00 V
216 v2608 20250922 5383.00 ... 5347.00 5342.00 V
217 v2609 20250922 5391.00 ... 5385.00 5374.00 V
218 y2511 20250922 8334.00 ... 8376.00 8350.00 Y
219 y2512 20250922 8380.00 ... 8402.00 8390.00 Y
220 y2601 20250922 8320.00 ... 8348.00 8336.00 Y
221 y2603 20250922 8258.00 ... 8282.00 8276.00 Y
222 y2605 20250922 8048.00 ... 8066.00 8060.00 Y
223 y2607 20250922 8008.00 ... 8026.00 8014.00 Y
224 y2608 20250922 8000.00 ... 8036.00 8024.00 Y
225 y2609 20250922 7988.00 ... 8000.00 7992.00 Y
[226 rows x 12 columns]
2025-09-22 16:26:46,414 - future_1d - INFO - ak.get_dce_daily('2025-09-22') done
2025-09-22 16:26:49,331 - future_1d - INFO - save future_daily 2025-09-22 add
2025-09-22 16:26:49,338 - future_1d - INFO - 0 1 2 3 4
symbol IC2510 IC2511 IC2512 IC2603 IF2510
date 2025-09-22 2025-09-22 2025-09-22 2025-09-22 2025-09-22
opencol 7111.0 7088.8 7007.0 6840.0 4492.2
high 7146.6 7088.8 7019.8 6849.0 4512.2
low 7057.2 6992.4 6925.2 6756.4 4472.0
close 7143.4 7078.2 7013.2 6840.2 4506.4
volume 32338.0 2222.0 67975.0 12092.0 33705.0
open_interest 61096.0 2014.0 128272.0 47420.0 57115.0
turnover 4596328.132 312987.98 9486292.536 1646645.092 4542008.838
settle 7124.6 7056.6 6995.0 6825.0 4497.4
pre_settle 7117.8 7117.8 6999.0 6831.0 4495.0
variety IC IC IC IC IF
exchange CFFEX CFFEX CFFEX CFFEX CFFEX
comd IC IC IC IC IF
contract IC2510 IC2511 IC2512 IC2603 IF2510
contract_yymm 2510 2511 2512 2603 2510
maturity_month 1 2 3 6 1
maturity_day 9 40 70 160 9
=========================================================================
2025-09-22 18:25:50 Mon START TASK.01 future_1d future_daily
=========================================================================
2025-09-22 18:25:52,608 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 PS2509 20250912 0.0 ... 52925.0 55575.0 PS
1 PS2510 20250912 53950.0 ... 53935.0 53135.0 PS
2 PS2511 20250912 53520.0 ... 53730.0 53035.0 PS
3 PS2512 20250912 56000.0 ... 56225.0 55530.0 PS
4 PS2601 20250912 56020.0 ... 56110.0 55465.0 PS
5 PS2602 20250912 55975.0 ... 56305.0 55735.0 PS
6 PS2603 20250912 56060.0 ... 56265.0 55715.0 PS
7 PS2604 20250912 56265.0 ... 56410.0 55800.0 PS
8 PS2605 20250912 56275.0 ... 56225.0 55650.0 PS
9 PS2606 20250912 57805.0 ... 58330.0 57725.0 PS
10 PS2607 20250912 58145.0 ... 58370.0 57855.0 PS
11 PS2608 20250912 57985.0 ... 58405.0 57850.0 PS
13 SI2509 20250912 0.0 ... 8405.0 8685.0 SI
14 SI2510 20250912 8655.0 ... 8705.0 8685.0 SI
15 SI2511 20250912 8710.0 ... 8725.0 8690.0 SI
16 SI2512 20250912 9090.0 ... 9090.0 9040.0 SI
17 SI2601 20250912 9055.0 ... 9080.0 9035.0 SI
18 SI2602 20250912 9080.0 ... 9080.0 9030.0 SI
19 SI2603 20250912 9125.0 ... 9100.0 9065.0 SI
20 SI2604 20250912 9085.0 ... 9095.0 9030.0 SI
21 SI2605 20250912 9075.0 ... 9105.0 9055.0 SI
22 SI2606 20250912 9110.0 ... 9105.0 9070.0 SI
23 SI2607 20250912 9130.0 ... 9110.0 9070.0 SI
24 SI2608 20250912 9170.0 ... 9115.0 9085.0 SI
27 LC2509 20250912 71140.0 ... 74700.0 70800.0 LC
28 LC2510 20250912 70160.0 ... 70900.0 70580.0 LC
29 LC2511 20250912 70540.0 ... 71040.0 70660.0 LC
30 LC2512 20250912 70980.0 ... 71240.0 70960.0 LC
31 LC2601 20250912 70660.0 ... 71200.0 70920.0 LC
32 LC2602 20250912 70640.0 ... 71240.0 70860.0 LC
33 LC2603 20250912 70660.0 ... 71120.0 70780.0 LC
34 LC2604 20250912 70980.0 ... 71680.0 71740.0 LC
35 LC2605 20250912 71600.0 ... 71620.0 71380.0 LC
36 LC2606 20250912 71420.0 ... 71520.0 71240.0 LC
37 LC2607 20250912 71200.0 ... 71420.0 71100.0 LC
38 LC2608 20250912 71200.0 ... 71380.0 71040.0 LC
[36 rows x 12 columns]
2025-09-22 18:25:52,996 - future_1d - INFO - ak.get_gfex_daily('2025-09-12') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250912 8350.0 8438.0 ... 111999.83 8382.0 8293.0 AP
1 AP511 20250912 8140.0 8248.0 ... 8691.41 8199.0 8116.0 AP
2 AP512 20250912 8149.0 8258.0 ... 641.01 8218.0 8131.0 AP
3 AP601 20250912 8277.0 8333.0 ... 548026.71 8287.0 8214.0 AP
4 AP603 20250912 8133.0 8215.0 ... 237.41 8186.0 8124.0 AP
5 AP604 20250912 8180.0 8229.0 ... 188.73 8206.0 8142.0 AP
6 AP605 20250912 8245.0 8300.0 ... 2431.21 8269.0 8227.0 AP
7 CF509 20250912 13370.0 13385.0 ... 8720.58 13375.0 13345.0 CF
8 CF511 20250912 13655.0 13730.0 ... 201420.59 13675.0 13665.0 CF
9 CF601 20250912 13800.0 13880.0 ... 1114023.33 13830.0 13830.0 CF
10 CF603 20250912 13780.0 13835.0 ... 1800.24 13795.0 13800.0 CF
11 CF605 20250912 13795.0 13845.0 ... 111902.58 13795.0 13795.0 CF
12 CF607 20250912 13795.0 13860.0 ... 649.87 13825.0 13815.0 CF
13 CJ509 20250912 0.0 0.0 ... 24.91 9965.0 9965.0 CJ
14 CJ512 20250912 11135.0 11190.0 ... 3810.44 11125.0 11100.0 CJ
15 CJ601 20250912 11195.0 11270.0 ... 529644.44 11190.0 11185.0 CJ
16 CJ603 20250912 11200.0 11305.0 ... 6237.23 11230.0 11240.0 CJ
17 CJ605 20250912 11310.0 11400.0 ... 76766.43 11320.0 11315.0 CJ
18 CJ607 20250912 11450.0 11510.0 ... 1196.57 11450.0 11425.0 CJ
19 CY509 20250912 0.0 0.0 ... 292.56 20160.0 20180.0 CY
20 CY510 20250912 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250912 19850.0 19895.0 ... 108377.15 19855.0 19875.0 CY
22 CY512 20250912 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250912 19830.0 19885.0 ... 873.75 19860.0 19890.0 CY
24 CY602 20250912 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250912 0.0 0.0 ... 0.00 20145.0 20240.0 CY
26 CY604 20250912 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250912 20060.0 20060.0 ... 20.06 20055.0 20080.0 CY
28 CY606 20250912 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250912 0.0 0.0 ... 0.00 20300.0 20335.0 CY
30 CY608 20250912 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG509 20250912 979.0 1000.0 ... 680.51 978.0 990.0 FG
32 FG510 20250912 1100.0 1100.0 ... 54819.85 1080.0 1107.0 FG
33 FG511 20250912 1095.0 1095.0 ... 157198.32 1080.0 1095.0 FG
34 FG512 20250912 1187.0 1190.0 ... 58644.37 1181.0 1192.0 FG
35 FG601 20250912 1182.0 1186.0 ... 4230988.70 1175.0 1186.0 FG
36 FG602 20250912 1235.0 1235.0 ... 31425.24 1226.0 1235.0 FG
37 FG603 20250912 1235.0 1237.0 ... 1061.16 1228.0 1239.0 FG
38 FG604 20250912 1279.0 1287.0 ... 506.64 1279.0 1287.0 FG
39 FG605 20250912 1279.0 1286.0 ... 79931.70 1275.0 1281.0 FG
40 FG606 20250912 1308.0 1320.0 ... 588.93 1309.0 1315.0 FG
41 FG607 20250912 1298.0 1308.0 ... 584.69 1299.0 1305.0 FG
42 FG608 20250912 1330.0 1338.0 ... 765.30 1329.0 1333.0 FG
43 JR509 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250912 2249.0 2249.0 ... 2776.85 2234.0 2226.0 MA
53 MA510 20250912 2290.0 2290.0 ... 18051.99 2281.0 2299.0 MA
54 MA511 20250912 2318.0 2322.0 ... 171845.36 2313.0 2329.0 MA
55 MA512 20250912 2356.0 2363.0 ... 74857.91 2354.0 2372.0 MA
56 MA601 20250912 2380.0 2386.0 ... 961687.41 2378.0 2395.0 MA
57 MA602 20250912 2398.0 2403.0 ... 77549.24 2394.0 2412.0 MA
58 MA603 20250912 2401.0 2411.0 ... 252.24 2402.0 2417.0 MA
59 MA604 20250912 2403.0 2403.0 ... 2.40 2403.0 2408.0 MA
60 MA605 20250912 2386.0 2395.0 ... 65689.57 2386.0 2396.0 MA
61 MA606 20250912 0.0 0.0 ... 0.00 2394.0 2400.0 MA
62 MA607 20250912 2369.0 2385.0 ... 23.76 2376.0 2383.0 MA
63 MA608 20250912 2381.0 2381.0 ... 4.76 2380.0 2384.0 MA
64 OI509 20250912 0.0 0.0 ... 140.32 10023.0 10023.0 OI
65 OI511 20250912 10095.0 10161.0 ... 531493.02 10090.0 10015.0 OI
66 OI601 20250912 9894.0 9967.0 ... 2920257.58 9904.0 9839.0 OI
67 OI603 20250912 9706.0 9768.0 ... 2784.04 9700.0 9671.0 OI
68 OI605 20250912 9540.0 9595.0 ... 94328.75 9523.0 9510.0 OI
69 OI607 20250912 9486.0 9538.0 ... 843.84 9481.0 9456.0 OI
70 PF509 20250912 0.0 0.0 ... 3.12 6232.0 6272.0 PF
71 PF510 20250912 6352.0 6360.0 ... 21081.39 6330.0 6374.0 PF
72 PF511 20250912 6342.0 6356.0 ... 394490.02 6324.0 6366.0 PF
73 PF512 20250912 6328.0 6340.0 ... 100969.46 6308.0 6350.0 PF
74 PF601 20250912 6364.0 6376.0 ... 22261.90 6350.0 6388.0 PF
75 PF602 20250912 6378.0 6386.0 ... 35051.53 6364.0 6396.0 PF
76 PF603 20250912 6376.0 6376.0 ... 47.72 6364.0 6400.0 PF
77 PF604 20250912 6398.0 6430.0 ... 22.44 6410.0 6436.0 PF
78 PF605 20250912 6422.0 6434.0 ... 6.43 6428.0 6460.0 PF
79 PF606 20250912 0.0 0.0 ... 0.00 6456.0 6474.0 PF
80 PF607 20250912 6470.0 6470.0 ... 3.24 6470.0 6502.0 PF
81 PF608 20250912 0.0 0.0 ... 0.00 6504.0 6516.0 PF
82 PK510 20250912 7882.0 7890.0 ... 56147.36 7822.0 7876.0 PK
83 PK511 20250912 7786.0 7796.0 ... 431016.44 7766.0 7776.0 PK
84 PK512 20250912 7808.0 7812.0 ... 237242.34 7772.0 7800.0 PK
85 PK601 20250912 7820.0 7830.0 ... 47475.90 7812.0 7826.0 PK
86 PK603 20250912 7842.0 7846.0 ... 180.18 7834.0 7848.0 PK
87 PK604 20250912 7862.0 7862.0 ... 70.65 7850.0 7856.0 PK
88 PK605 20250912 7860.0 7870.0 ... 2360.20 7854.0 7852.0 PK
89 PL601 20250912 6400.0 6420.0 ... 40740.24 6382.0 6406.0 PL
90 PL602 20250912 6420.0 6440.0 ... 1231.91 6416.0 6441.0 PL
91 PL603 20250912 6436.0 6436.0 ... 64.33 6433.0 6440.0 PL
92 PL604 20250912 0.0 0.0 ... 0.00 6455.0 6455.0 PL
93 PL605 20250912 6343.0 6360.0 ... 25.41 6352.0 6374.0 PL
94 PL606 20250912 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250912 0.0 0.0 ... 0.00 6419.0 6450.0 PL
96 PL608 20250912 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250912 5748.0 5840.0 ... 1426.45 5764.0 5700.0 PR
104 PR510 20250912 5838.0 5838.0 ... 11725.99 5804.0 5834.0 PR
105 PR511 20250912 5832.0 5836.0 ... 389848.99 5798.0 5838.0 PR
106 PR512 20250912 5844.0 5844.0 ... 279238.88 5806.0 5848.0 PR
107 PR601 20250912 5854.0 5854.0 ... 107289.56 5808.0 5856.0 PR
108 PR602 20250912 5872.0 5878.0 ... 3816.83 5836.0 5872.0 PR
109 PR603 20250912 5838.0 5888.0 ... 219.52 5854.0 5892.0 PR
110 PR604 20250912 5862.0 5872.0 ... 158.15 5858.0 5912.0 PR
111 PR605 20250912 5866.0 5884.0 ... 114.47 5870.0 5920.0 PR
112 PR606 20250912 5920.0 5920.0 ... 8.88 5920.0 5946.0 PR
113 PR607 20250912 5954.0 5954.0 ... 53.30 5922.0 5968.0 PR
114 PR608 20250912 5956.0 5956.0 ... 53.28 5920.0 5962.0 PR
115 PX509 20250912 0.0 0.0 ... 0.00 6716.0 6782.0 PX
116 PX510 20250912 6740.0 6746.0 ... 8287.73 6708.0 6786.0 PX
117 PX511 20250912 6740.0 6748.0 ... 506357.78 6700.0 6766.0 PX
118 PX512 20250912 6722.0 6722.0 ... 165142.21 6672.0 6732.0 PX
119 PX601 20250912 6690.0 6700.0 ... 103834.02 6656.0 6708.0 PX
120 PX602 20250912 6674.0 6676.0 ... 14330.50 6644.0 6698.0 PX
121 PX603 20250912 6646.0 6646.0 ... 6.64 6640.0 6690.0 PX
122 PX604 20250912 0.0 0.0 ... 0.00 6668.0 6700.0 PX
123 PX605 20250912 6668.0 6668.0 ... 236.08 6650.0 6692.0 PX
124 PX606 20250912 0.0 0.0 ... 0.00 6668.0 6708.0 PX
125 PX607 20250912 6660.0 6660.0 ... 3.33 6660.0 6722.0 PX
126 PX608 20250912 6646.0 6646.0 ... 3.32 6646.0 6706.0 PX
127 RI509 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250912 2552.0 2573.0 ... 1706.25 2570.0 2544.0 RM
134 RM511 20250912 2555.0 2559.0 ... 23148.56 2545.0 2544.0 RM
135 RM601 20250912 2560.0 2572.0 ... 791030.41 2555.0 2554.0 RM
136 RM603 20250912 2446.0 2458.0 ... 12559.35 2441.0 2440.0 RM
137 RM605 20250912 2406.0 2427.0 ... 109443.88 2416.0 2411.0 RM
138 RM607 20250912 2400.0 2409.0 ... 6705.84 2398.0 2393.0 RM
139 RM608 20250912 2495.0 2502.0 ... 129.92 2498.0 2491.0 RM
140 RS509 20250912 0.0 0.0 ... 0.00 4869.0 4846.0 RS
141 RS511 20250912 5111.0 5208.0 ... 133.95 5152.0 5128.0 RS
142 RS607 20250912 5559.0 5565.0 ... 88.69 5543.0 5552.0 RS
143 RS608 20250912 5551.0 5584.0 ... 66.66 5555.0 5615.0 RS
144 SA509 20250912 1164.0 1170.0 ... 1821.23 1163.0 1159.0 SA
145 SA510 20250912 1199.0 1210.0 ... 48975.03 1200.0 1207.0 SA
146 SA511 20250912 1215.0 1224.0 ... 262167.28 1214.0 1217.0 SA
147 SA512 20250912 1276.0 1284.0 ... 137620.78 1274.0 1276.0 SA
148 SA601 20250912 1285.0 1295.0 ... 3266834.01 1286.0 1286.0 SA
149 SA602 20250912 1311.0 1324.0 ... 27666.38 1315.0 1312.0 SA
150 SA603 20250912 1319.0 1328.0 ... 2383.26 1318.0 1315.0 SA
151 SA604 20250912 1353.0 1366.0 ... 1053.44 1358.0 1348.0 SA
152 SA605 20250912 1361.0 1370.0 ... 98713.34 1361.0 1355.0 SA
153 SA606 20250912 1366.0 1380.0 ... 742.08 1369.0 1365.0 SA
154 SA607 20250912 1370.0 1383.0 ... 1193.32 1372.0 1369.0 SA
155 SA608 20250912 1389.0 1395.0 ... 997.41 1389.0 1389.0 SA
156 SF509 20250912 5440.0 5468.0 ... 2564.71 5444.0 5464.0 SF
157 SF510 20250912 5438.0 5500.0 ... 23123.76 5446.0 5472.0 SF
158 SF511 20250912 5626.0 5680.0 ... 469614.65 5620.0 5640.0 SF
159 SF512 20250912 5580.0 5634.0 ... 95884.40 5576.0 5596.0 SF
160 SF601 20250912 5580.0 5634.0 ... 152167.99 5584.0 5600.0 SF
161 SF602 20250912 5544.0 5592.0 ... 20074.59 5542.0 5552.0 SF
162 SF603 20250912 5694.0 5700.0 ... 5.70 5698.0 5720.0 SF
163 SF604 20250912 5732.0 5732.0 ... 2.87 5732.0 5718.0 SF
164 SF605 20250912 5694.0 5740.0 ... 1678.73 5692.0 5702.0 SF
165 SF606 20250912 5652.0 5682.0 ... 42.41 5654.0 5672.0 SF
166 SF607 20250912 5810.0 5840.0 ... 5.83 5826.0 5828.0 SF
167 SF608 20250912 5738.0 5738.0 ... 2.87 5738.0 5752.0 SF
168 SH509 20250912 0.0 0.0 ... 0.00 2806.0 2828.0 SH
169 SH510 20250912 2555.0 2555.0 ... 68932.45 2533.0 2565.0 SH
170 SH511 20250912 2575.0 2577.0 ... 666535.61 2548.0 2576.0 SH
171 SH512 20250912 2599.0 2600.0 ... 254696.45 2573.0 2597.0 SH
172 SH601 20250912 2587.0 2589.0 ... 2613145.01 2567.0 2587.0 SH
173 SH602 20250912 2606.0 2607.0 ... 23829.74 2585.0 2604.0 SH
174 SH603 20250912 2618.0 2618.0 ... 2324.79 2600.0 2624.0 SH
175 SH604 20250912 2654.0 2657.0 ... 610.85 2644.0 2666.0 SH
176 SH605 20250912 2671.0 2671.0 ... 20446.09 2652.0 2675.0 SH
177 SH606 20250912 2664.0 2673.0 ... 175.52 2659.0 2689.0 SH
178 SH607 20250912 2662.0 2662.0 ... 71.66 2654.0 2675.0 SH
179 SH608 20250912 2678.0 2681.0 ... 192.49 2673.0 2687.0 SH
180 SM509 20250912 5726.0 5746.0 ... 8950.69 5712.0 5770.0 SM
181 SM510 20250912 5744.0 5792.0 ... 20478.70 5746.0 5774.0 SM
182 SM511 20250912 5838.0 5870.0 ... 225176.08 5820.0 5848.0 SM
183 SM512 20250912 5822.0 5876.0 ... 45049.26 5828.0 5854.0 SM
184 SM601 20250912 5834.0 5884.0 ... 422483.42 5836.0 5860.0 SM
185 SM602 20250912 5830.0 5880.0 ... 139122.44 5830.0 5864.0 SM
186 SM603 20250912 5852.0 5872.0 ... 64.42 5858.0 5880.0 SM
187 SM604 20250912 5866.0 5900.0 ... 8.82 5878.0 5884.0 SM
188 SM605 20250912 5864.0 5914.0 ... 7140.28 5866.0 5896.0 SM
189 SM606 20250912 5872.0 5910.0 ... 47.02 5878.0 5900.0 SM
190 SM607 20250912 5886.0 5922.0 ... 91.23 5886.0 5906.0 SM
191 SM608 20250912 5894.0 5904.0 ... 17.66 5886.0 5930.0 SM
192 SR509 20250912 5540.0 5550.0 ... 2103.75 5543.0 5526.0 SR
193 SR511 20250912 5559.0 5566.0 ... 117552.50 5550.0 5554.0 SR
194 SR601 20250912 5546.0 5555.0 ... 755516.30 5544.0 5542.0 SR
195 SR603 20250912 5537.0 5540.0 ... 2277.89 5529.0 5528.0 SR
196 SR605 20250912 5516.0 5528.0 ... 31146.38 5519.0 5516.0 SR
197 SR607 20250912 5519.0 5524.0 ... 1020.22 5515.0 5512.0 SR
198 TA509 20250912 4550.0 4550.0 ... 4327.35 4548.0 4602.0 TA
199 TA510 20250912 4632.0 4644.0 ... 39797.21 4616.0 4660.0 TA
200 TA511 20250912 4654.0 4662.0 ... 262416.38 4628.0 4672.0 TA
201 TA512 20250912 4664.0 4670.0 ... 91703.94 4638.0 4682.0 TA
202 TA601 20250912 4670.0 4678.0 ... 1189506.27 4648.0 4688.0 TA
203 TA602 20250912 4686.0 4686.0 ... 18720.21 4658.0 4694.0 TA
204 TA603 20250912 4690.0 4690.0 ... 88.70 4668.0 4708.0 TA
205 TA604 20250912 4666.0 4680.0 ... 7.01 4672.0 4722.0 TA
206 TA605 20250912 4706.0 4710.0 ... 36190.24 4686.0 4720.0 TA
207 TA606 20250912 4690.0 4692.0 ... 7.04 4692.0 4734.0 TA
208 TA607 20250912 0.0 0.0 ... 0.00 4710.0 4744.0 TA
209 TA608 20250912 0.0 0.0 ... 0.00 4718.0 4768.0 TA
210 UR509 20250912 1583.0 1592.0 ... 4216.74 1578.0 1603.0 UR
211 UR510 20250912 1610.0 1610.0 ... 19797.98 1595.0 1620.0 UR
212 UR511 20250912 1654.0 1659.0 ... 51287.21 1650.0 1659.0 UR
213 UR512 20250912 1662.0 1670.0 ... 15384.16 1662.0 1666.0 UR
214 UR601 20250912 1665.0 1676.0 ... 415672.14 1667.0 1672.0 UR
215 UR602 20250912 1672.0 1678.0 ... 527.48 1669.0 1674.0 UR
216 UR603 20250912 1717.0 1719.0 ... 137.18 1715.0 1720.0 UR
217 UR604 20250912 1720.0 1720.0 ... 158.10 1718.0 1721.0 UR
218 UR605 20250912 1718.0 1724.0 ... 16513.17 1718.0 1721.0 UR
219 UR606 20250912 1719.0 1720.0 ... 230.07 1717.0 1718.0 UR
220 UR607 20250912 1746.0 1746.0 ... 34.90 1745.0 1747.0 UR
221 UR608 20250912 1737.0 1740.0 ... 10.43 1738.0 1742.0 UR
222 WH509 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:25:53,325 - future_1d - INFO - ak.get_czce_daily('2025-09-12') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250912 ... 80710 80090 CU
1 1 CU2510 20250912 ... 80660 80080 CU
2 2 CU2511 20250912 ... 80650 80080 CU
3 3 CU2512 20250912 ... 80640 80050 CU
4 4 CU2601 20250912 ... 80610 80040 CU
5 5 CU2602 20250912 ... 80580 80040 CU
6 6 CU2603 20250912 ... 80660 80060 CU
7 7 CU2604 20250912 ... 80600 80150 CU
8 8 CU2605 20250912 ... 80640 80130 CU
9 9 CU2606 20250912 ... 80740 80150 CU
10 10 CU2607 20250912 ... 80620 80150 CU
11 11 CU2608 20250912 ... 80650 80140 CU
12 12 BC2509 20250912 ... 70500 70500 BC
13 13 BC2510 20250912 ... 71640 71180 BC
14 14 BC2511 20250912 ... 71660 71150 BC
15 15 BC2512 20250912 ... 71670 70790 BC
16 16 BC2601 20250912 ... 72000 71300 BC
17 17 BC2602 20250912 ... 71650 70900 BC
18 18 BC2603 20250912 ... 72000 71560 BC
19 19 BC2604 20250912 ... 71500 71200 BC
20 20 BC2605 20250912 ... 71350 71170 BC
21 21 BC2606 20250912 ... 71450 70710 BC
22 22 BC2607 20250912 ... 71560 70900 BC
23 23 BC2608 20250912 ... 71550 70800 BC
24 24 AL2509 20250912 ... 21040 20845 AL
25 25 AL2510 20250912 ... 21030 20850 AL
26 26 AL2511 20250912 ... 21020 20840 AL
27 27 AL2512 20250912 ... 20975 20815 AL
28 28 AL2601 20250912 ... 20935 20800 AL
29 29 AL2602 20250912 ... 20925 20795 AL
30 30 AL2603 20250912 ... 20925 20820 AL
31 31 AL2604 20250912 ... 20940 20855 AL
32 32 AL2605 20250912 ... 20980 20865 AL
33 33 AL2606 20250912 ... 20975 20865 AL
34 34 AL2607 20250912 ... 20970 20875 AL
35 35 AL2608 20250912 ... 20965 20870 AL
36 36 ZN2509 20250912 ... 22240 22190 ZN
37 37 ZN2510 20250912 ... 22280 22225 ZN
38 38 ZN2511 20250912 ... 22295 22235 ZN
39 39 ZN2512 20250912 ... 22310 22250 ZN
40 40 ZN2601 20250912 ... 22335 22255 ZN
41 41 ZN2602 20250912 ... 22340 22265 ZN
42 42 ZN2603 20250912 ... 22345 22265 ZN
43 43 ZN2604 20250912 ... 22375 22310 ZN
44 44 ZN2605 20250912 ... 22400 22305 ZN
45 45 ZN2606 20250912 ... 22410 22305 ZN
46 46 ZN2607 20250912 ... 22370 22335 ZN
47 47 ZN2608 20250912 ... 22390 22350 ZN
48 48 PB2509 20250912 ... 16860 16795 PB
49 49 PB2510 20250912 ... 16965 16860 PB
50 50 PB2511 20250912 ... 16985 16865 PB
51 51 PB2512 20250912 ... 16975 16885 PB
52 52 PB2601 20250912 ... 16965 16910 PB
53 53 PB2602 20250912 ... 17045 16895 PB
54 54 PB2603 20250912 ... 16945 16910 PB
55 55 PB2604 20250912 ... 17065 16910 PB
56 56 PB2605 20250912 ... 17175 16925 PB
57 57 PB2606 20250912 ... 16935 16935 PB
58 58 PB2607 20250912 ... 17005 16945 PB
59 59 PB2608 20250912 ... 17135 16965 PB
60 60 NI2509 20250912 ... 121270 120260 NI
61 61 NI2510 20250912 ... 121190 120450 NI
62 62 NI2511 20250912 ... 121470 120600 NI
63 63 NI2512 20250912 ... 121560 120780 NI
64 64 NI2601 20250912 ... 121840 121000 NI
65 65 NI2602 20250912 ... 122140 121260 NI
66 66 NI2603 20250912 ... 122210 121390 NI
67 67 NI2604 20250912 ... 122290 121710 NI
68 68 NI2605 20250912 ... 122460 121760 NI
69 69 NI2606 20250912 ... 122790 122050 NI
70 70 NI2607 20250912 ... 122790 122410 NI
71 71 NI2608 20250912 ... 123400 122670 NI
72 72 SN2509 20250912 ... 273970 270340 SN
73 73 SN2510 20250912 ... 272850 271410 SN
74 74 SN2511 20250912 ... 273260 271610 SN
75 75 SN2512 20250912 ... 273380 271690 SN
76 76 SN2601 20250912 ... 273380 271500 SN
77 77 SN2602 20250912 ... 273590 271650 SN
78 78 SN2603 20250912 ... 273110 271120 SN
79 79 SN2604 20250912 ... 273390 272180 SN
80 80 SN2605 20250912 ... 273940 272460 SN
81 81 SN2606 20250912 ... 274310 271900 SN
82 82 SN2607 20250912 ... 273480 273090 SN
83 83 SN2608 20250912 ... 274950 272370 SN
84 84 AO2509 20250912 ... 2875 2904 AO
85 85 AO2510 20250912 ... 2904 2918 AO
86 86 AO2511 20250912 ... 2908 2920 AO
87 87 AO2512 20250912 ... 2917 2931 AO
88 88 AO2601 20250912 ... 2922 2940 AO
89 89 AO2602 20250912 ... 2928 2947 AO
90 90 AO2603 20250912 ... 2995 3008 AO
91 91 AO2604 20250912 ... 3004 3015 AO
92 92 AO2605 20250912 ... 3010 3025 AO
93 93 AO2606 20250912 ... 3019 3034 AO
94 94 AO2607 20250912 ... 3035 3048 AO
95 95 AO2608 20250912 ... 3040 3063 AO
96 96 AD2511 20250912 ... 20570 20410 AD
97 97 AD2512 20250912 ... 20580 20430 AD
98 98 AD2601 20250912 ... 20570 20410 AD
99 99 AD2602 20250912 ... 20545 20395 AD
100 100 AD2603 20250912 ... 20475 20405 AD
101 101 AD2604 20250912 ... 20490 20240 AD
102 102 AD2605 20250912 ... 20455 20325 AD
103 103 AD2606 20250912 ... 20155 20155 AD
104 104 AD2607 20250912 ... 20425 20150 AD
105 105 AD2608 20250912 ... 20515 20170 AD
106 106 AU2509 20250912 ... 832.5 832.5 AU
107 107 AU2510 20250912 ... 830.74 833.38 AU
108 108 AU2511 20250912 ... 832.94 834.64 AU
109 109 AU2512 20250912 ... 833.42 835.48 AU
110 110 AU2602 20250912 ... 835.4 838.02 AU
111 111 AU2604 20250912 ... 837.78 839.8 AU
112 112 AU2606 20250912 ... 840.26 842.34 AU
113 113 AU2608 20250912 ... 842.2 844.48 AU
114 114 AG2509 20250912 ... 9865 9785 AG
115 115 AG2510 20250912 ... 9930 9804 AG
116 116 AG2511 20250912 ... 9944 9815 AG
117 117 AG2512 20250912 ... 9963 9824 AG
118 118 AG2601 20250912 ... 9965 9837 AG
119 119 AG2602 20250912 ... 9975 9848 AG
120 120 AG2603 20250912 ... 10002 9860 AG
121 121 AG2604 20250912 ... 10007 9875 AG
122 122 AG2605 20250912 ... 10035 9893 AG
123 123 AG2606 20250912 ... 10038 9906 AG
124 124 AG2607 20250912 ... 10051 9922 AG
125 125 AG2608 20250912 ... 10068 9938 AG
126 126 RB2509 20250912 ... 2941 2941 RB
127 127 RB2510 20250912 ... 3017 3013 RB
128 128 RB2511 20250912 ... 3035 3034 RB
129 129 RB2512 20250912 ... 3089 3081 RB
130 130 RB2601 20250912 ... 3107 3101 RB
131 131 RB2602 20250912 ... 3112 3098 RB
132 132 RB2603 20250912 ... 3122 3112 RB
133 133 RB2604 20250912 ... 3148 3136 RB
134 134 RB2605 20250912 ... 3163 3150 RB
135 135 RB2606 20250912 ... 3180 3166 RB
136 136 RB2607 20250912 ... 3200 3179 RB
137 137 RB2608 20250912 ... 3207 3192 RB
138 138 WR2509 20250912 ... 3342 3342 WR
139 139 WR2510 20250912 ... 3276 3282 WR
140 140 WR2511 20250912 ... 3302 3302 WR
141 141 WR2512 20250912 ... 3324 3324 WR
142 142 WR2601 20250912 ... 3366 3377 WR
143 143 WR2602 20250912 ... 3358 3358 WR
144 144 WR2603 20250912 ... 3338 3338 WR
145 145 WR2604 20250912 ... 3389 3389 WR
146 146 WR2605 20250912 ... 3414 3414 WR
147 147 WR2606 20250912 ... 3372 3372 WR
148 148 WR2607 20250912 ... 3390 3390 WR
149 149 WR2608 20250912 ... 3399 3410 WR
150 150 HC2509 20250912 ... 3396 3396 HC
151 151 HC2510 20250912 ... 3374 3379 HC
152 152 HC2511 20250912 ... 3361 3365 HC
153 153 HC2512 20250912 ... 3360 3354 HC
154 154 HC2601 20250912 ... 3341 3342 HC
155 155 HC2602 20250912 ... 3338 3339 HC
156 156 HC2603 20250912 ... 3343 3344 HC
157 157 HC2604 20250912 ... 3346 3346 HC
158 158 HC2605 20250912 ... 3345 3347 HC
159 159 HC2606 20250912 ... 3341 3354 HC
160 160 HC2607 20250912 ... 3356 3357 HC
161 161 HC2608 20250912 ... 3351 3358 HC
162 162 SS2509 20250912 ... 12800 12800 SS
163 163 SS2510 20250912 ... 12830 12810 SS
164 164 SS2511 20250912 ... 12915 12895 SS
165 165 SS2512 20250912 ... 12955 12930 SS
166 166 SS2601 20250912 ... 13010 12990 SS
167 167 SS2602 20250912 ... 13015 13030 SS
168 168 SS2603 20250912 ... 13130 13110 SS
169 169 SS2604 20250912 ... 13140 13175 SS
170 170 SS2605 20250912 ... 13290 13245 SS
171 171 SS2606 20250912 ... 13305 13305 SS
172 172 SS2607 20250912 ... 13370 13370 SS
173 173 SS2608 20250912 ... 13430 13400 SS
174 174 SC2510 20250912 ... 479.2 488.7 SC
175 175 SC2511 20250912 ... 480.5 489.4 SC
176 176 SC2512 20250912 ... 479.5 488.1 SC
177 177 SC2601 20250912 ... 479 487.1 SC
178 178 SC2602 20250912 ... 478.4 486 SC
179 179 SC2603 20250912 ... 477.8 484.7 SC
180 180 SC2604 20250912 ... 477.4 484.5 SC
181 181 SC2605 20250912 ... 477.3 483.3 SC
182 182 SC2606 20250912 ... 476.6 484.5 SC
183 183 SC2607 20250912 ... 475.9 483.7 SC
184 184 SC2608 20250912 ... 474.7 482 SC
185 185 SC2609 20250912 ... 473 480.8 SC
186 186 SC2612 20250912 ... 472.6 477.9 SC
187 187 SC2703 20250912 ... 469.2 472.1 SC
188 188 SC2706 20250912 ... 470 471.5 SC
189 189 SC2709 20250912 ... 470 471.3 SC
190 190 SC2712 20250912 ... 466.6 469 SC
191 191 SC2803 20250912 ... 468.2 468.2 SC
192 192 SC2806 20250912 ... 462.8 466.7 SC
193 193 SC2809 20250912 ... 462 462 SC
194 194 LU2510 20250912 ... 3261 3343 LU
195 195 LU2511 20250912 ... 3288 3370 LU
196 196 LU2512 20250912 ... 3276 3362 LU
197 197 LU2601 20250912 ... 3285 3358 LU
198 198 LU2602 20250912 ... 3283 3338 LU
199 199 LU2603 20250912 ... 3276 3334 LU
200 200 LU2604 20250912 ... 3257 3339 LU
201 201 LU2605 20250912 ... 3274 3323 LU
202 202 LU2606 20250912 ... 3271 3316 LU
203 203 LU2607 20250912 ... 3265 3321 LU
204 204 LU2608 20250912 ... 3261 3316 LU
205 205 LU2609 20250912 ... 3260 3314 LU
206 206 FU2510 20250912 ... 2776 2833 FU
207 207 FU2511 20250912 ... 2768 2824 FU
208 208 FU2512 20250912 ... 2745 2803 FU
209 209 FU2601 20250912 ... 2733 2793 FU
210 210 FU2602 20250912 ... 2718 2777 FU
211 211 FU2603 20250912 ... 2714 2766 FU
212 212 FU2604 20250912 ... 2712 2759 FU
213 213 FU2605 20250912 ... 2698 2749 FU
214 214 FU2606 20250912 ... 2694 2741 FU
215 215 FU2607 20250912 ... 2687 2727 FU
216 216 FU2608 20250912 ... 2681 2722 FU
217 217 FU2609 20250912 ... 2664 2700 FU
218 218 BU2509 20250912 ... 3423 3423 BU
219 219 BU2510 20250912 ... 3421 3470 BU
220 220 BU2511 20250912 ... 3403 3459 BU
221 221 BU2512 20250912 ... 3359 3411 BU
222 222 BU2601 20250912 ... 3338 3385 BU
223 223 BU2602 20250912 ... 3336 3382 BU
224 224 BU2603 20250912 ... 3340 3388 BU
225 225 BU2604 20250912 ... 3308 3382 BU
226 226 BU2605 20250912 ... 3334 3388 BU
227 227 BU2606 20250912 ... 3329 3379 BU
228 228 BU2607 20250912 ... 3339 3381 BU
229 229 BU2608 20250912 ... 3320 3359 BU
230 230 BU2609 20250912 ... 3322 3372 BU
231 231 BU2612 20250912 ... 3281 3325 BU
232 232 BU2703 20250912 ... 3289 3327 BU
233 233 BU2706 20250912 ... 3292 3331 BU
234 234 BR2509 20250912 ... 11675 11850 BR
235 235 BR2510 20250912 ... 11575 11665 BR
236 236 BR2511 20250912 ... 11545 11630 BR
237 237 BR2512 20250912 ... 11525 11615 BR
238 238 BR2601 20250912 ... 11540 11630 BR
239 239 BR2602 20250912 ... 11685 11735 BR
240 240 BR2603 20250912 ... 11570 11665 BR
241 241 BR2604 20250912 ... 11615 11680 BR
242 242 BR2605 20250912 ... 11640 11700 BR
243 243 BR2606 20250912 ... 11715 11715 BR
244 244 BR2607 20250912 ... 11715 11780 BR
245 245 BR2608 20250912 ... 11705 11915 BR
246 246 RU2509 20250912 ... 14835 14825 RU
247 247 RU2510 20250912 ... 14910 14955 RU
248 248 RU2511 20250912 ... 14880 14940 RU
249 249 RU2601 20250912 ... 15810 15880 RU
250 250 RU2603 20250912 ... 15790 15880 RU
251 251 RU2604 20250912 ... 15770 15895 RU
252 252 RU2605 20250912 ... 15835 15910 RU
253 253 RU2606 20250912 ... 15925 15925 RU
254 254 RU2607 20250912 ... 15865 15980 RU
255 255 RU2608 20250912 ... 15970 15970 RU
256 256 NR2509 20250912 ... 12645 12645 NR
257 257 NR2510 20250912 ... 12495 12550 NR
258 258 NR2511 20250912 ... 12545 12600 NR
259 259 NR2512 20250912 ... 12590 12640 NR
260 260 NR2601 20250912 ... 12615 12685 NR
261 261 NR2602 20250912 ... 12645 12685 NR
262 262 NR2603 20250912 ... 12630 12685 NR
263 263 NR2604 20250912 ... 12675 12730 NR
264 264 NR2605 20250912 ... 12695 12745 NR
265 265 NR2606 20250912 ... 12580 12700 NR
266 266 NR2607 20250912 ... 12640 12715 NR
267 267 NR2608 20250912 ... 12685 12760 NR
268 268 SP2509 20250912 ... 4926 4948 SP
269 269 SP2510 20250912 ... 4964 4974 SP
270 270 SP2511 20250912 ... 4988 4994 SP
271 271 SP2512 20250912 ... 5004 5014 SP
272 272 SP2601 20250912 ... 5276 5280 SP
273 273 SP2602 20250912 ... 5262 5276 SP
274 274 SP2603 20250912 ... 5272 5280 SP
275 275 SP2604 20250912 ... 5278 5278 SP
276 276 SP2605 20250912 ... 5290 5294 SP
277 277 SP2606 20250912 ... 5290 5290 SP
278 278 SP2607 20250912 ... 5294 5286 SP
279 279 SP2608 20250912 ... 5296 5292 SP
280 280 OP2601 20250912 ... 4220 4254 OP
281 281 OP2602 20250912 ... 4202 4246 OP
282 282 OP2603 20250912 ... 4228 4274 OP
283 283 OP2604 20250912 ... 4250 4282 OP
284 284 OP2605 20250912 ... 4248 4278 OP
285 285 OP2606 20250912 ... 4222 4250 OP
286 286 OP2607 20250912 ... 4256 4270 OP
287 287 OP2608 20250912 ... 4250 4278 OP
288 288 EC2510 20250912 ... 1181.6 1222 EC
289 289 EC2512 20250912 ... 1594.5 1633.3 EC
290 290 EC2602 20250912 ... 1490.3 1509.2 EC
291 291 EC2604 20250912 ... 1235.6 1245.9 EC
292 292 EC2606 20250912 ... 1412.9 1429.4 EC
293 293 EC2608 20250912 ... 1580.3 1605.4 EC
294 295 SC_TAS2510 20250912 ... SC_TAS
295 296 SC_TAS2511 20250912 ... SC_TAS
296 297 SC_TAS2512 20250912 ... SC_TAS
297 298 SC_TAS2601 20250912 ... SC_TAS
[298 rows x 13 columns]
2025-09-22 18:25:53,471 - future_1d - INFO - ak.get_shfe_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 a2509 20250912 0.0 ... 4081.00 4040.00 A
1 a2511 20250912 3947.0 ... 3956.00 3926.00 A
2 a2601 20250912 3946.0 ... 3956.00 3930.00 A
3 a2603 20250912 3954.0 ... 3963.00 3934.00 A
4 a2605 20250912 3996.0 ... 4002.00 3977.00 A
5 a2607 20250912 4000.0 ... 4006.00 3981.00 A
6 b2509 20250912 0.0 ... 3694.00 3681.00 B
7 b2510 20250912 3735.0 ... 3726.00 3702.00 B
8 b2511 20250912 3759.0 ... 3760.00 3726.00 B
9 b2512 20250912 3786.0 ... 3787.00 3761.00 B
10 b2601 20250912 3781.0 ... 3785.00 3761.00 B
11 b2602 20250912 3766.0 ... 3765.00 3744.00 B
12 b2603 20250912 3705.0 ... 3713.00 3705.00 B
13 b2604 20250912 3586.0 ... 3598.00 3584.00 B
14 b2605 20250912 3506.0 ... 3518.00 3500.00 B
15 b2606 20250912 3490.0 ... 3487.00 3467.00 B
16 b2607 20250912 3486.0 ... 3487.00 3467.00 B
17 b2608 20250912 3586.0 ... 3588.00 3566.00 B
18 bb2509 20250912 0.0 ... 144.15 144.15 BB
19 bb2511 20250912 142.2 ... 141.95 142.05 BB
20 bb2601 20250912 146.6 ... 146.80 146.80 BB
21 bb2603 20250912 0.0 ... 146.90 146.90 BB
22 bb2605 20250912 0.0 ... 141.90 141.90 BB
23 bb2607 20250912 0.0 ... 146.70 146.70 BB
24 bz2603 20250912 6015.0 ... 5989.00 6034.00 BZ
25 bz2604 20250912 5956.0 ... 5953.00 6011.00 BZ
26 bz2605 20250912 0.0 ... 6011.00 6011.00 BZ
27 bz2606 20250912 5953.0 ... 5953.00 6005.00 BZ
28 bz2607 20250912 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250912 5955.0 ... 5955.00 5969.00 BZ
30 c2509 20250912 0.0 ... 2256.00 2345.00 C
31 c2511 20250912 2203.0 ... 2199.00 2199.00 C
32 c2601 20250912 2171.0 ... 2169.00 2169.00 C
33 c2603 20250912 2187.0 ... 2185.00 2183.00 C
34 c2605 20250912 2239.0 ... 2238.00 2237.00 C
35 c2607 20250912 2257.0 ... 2255.00 2252.00 C
36 cs2509 20250912 0.0 ... 2487.00 2502.00 CS
37 cs2511 20250912 2475.0 ... 2476.00 2481.00 CS
38 cs2601 20250912 2494.0 ... 2493.00 2498.00 CS
39 cs2603 20250912 2503.0 ... 2502.00 2505.00 CS
40 cs2605 20250912 2583.0 ... 2584.00 2583.00 CS
41 cs2607 20250912 2590.0 ... 2588.00 2588.00 CS
42 eb2509 20250912 0.0 ... 6962.00 6962.00 EB
43 eb2510 20250912 7033.0 ... 7027.00 7083.00 EB
44 eb2511 20250912 7066.0 ... 7040.00 7093.00 EB
45 eb2512 20250912 7077.0 ... 7045.00 7098.00 EB
46 eb2601 20250912 7100.0 ... 7069.00 7119.00 EB
47 eb2602 20250912 7120.0 ... 7093.00 7138.00 EB
48 eb2603 20250912 7152.0 ... 7127.00 7172.00 EB
49 eb2604 20250912 7167.0 ... 7158.00 7195.00 EB
50 eb2605 20250912 7180.0 ... 7177.00 7211.00 EB
51 eb2606 20250912 7163.0 ... 7169.00 7214.00 EB
52 eb2607 20250912 0.0 ... 7185.00 7185.00 EB
53 eb2608 20250912 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250912 0.0 ... 4408.00 4408.00 EG
55 eg2510 20250912 4300.0 ... 4308.00 4326.00 EG
56 eg2511 20250912 4283.0 ... 4270.00 4301.00 EG
57 eg2512 20250912 4285.0 ... 4269.00 4306.00 EG
58 eg2601 20250912 4299.0 ... 4279.00 4306.00 EG
59 eg2602 20250912 4286.0 ... 4286.00 4308.00 EG
60 eg2603 20250912 4290.0 ... 4288.00 4311.00 EG
61 eg2604 20250912 4319.0 ... 4313.00 4337.00 EG
62 eg2605 20250912 4336.0 ... 4326.00 4348.00 EG
63 eg2606 20250912 4328.0 ... 4333.00 4357.00 EG
64 eg2607 20250912 0.0 ... 4358.00 4358.00 EG
65 eg2608 20250912 0.0 ... 4402.00 4402.00 EG
66 fb2509 20250912 0.0 ... 1342.50 1342.50 FB
67 fb2510 20250912 1272.5 ... 1268.50 1272.50 FB
68 fb2511 20250912 1261.0 ... 1261.50 1263.00 FB
69 fb2512 20250912 1256.0 ... 1258.50 1259.00 FB
70 fb2601 20250912 1249.0 ... 1253.50 1250.50 FB
71 fb2602 20250912 1245.0 ... 1247.00 1243.00 FB
72 fb2603 20250912 1249.5 ... 1249.00 1246.50 FB
73 fb2604 20250912 1254.5 ... 1254.50 1250.00 FB
74 fb2605 20250912 0.0 ... 1318.50 1318.50 FB
75 fb2606 20250912 0.0 ... 1330.00 1330.00 FB
76 fb2607 20250912 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250912 0.0 ... 1296.00 1296.00 FB
78 i2509 20250912 800.0 ... 806.00 845.50 I
79 i2510 20250912 815.0 ... 817.50 819.50 I
80 i2511 20250912 808.5 ... 811.00 814.00 I
81 i2512 20250912 803.5 ... 805.50 809.50 I
82 i2601 20250912 797.5 ... 798.50 800.00 I
83 i2602 20250912 791.5 ... 793.50 794.00 I
84 i2603 20250912 786.5 ... 788.00 789.00 I
85 i2604 20250912 783.0 ... 783.50 784.00 I
86 i2605 20250912 774.0 ... 776.50 777.00 I
87 i2606 20250912 769.0 ... 771.00 771.50 I
88 i2607 20250912 763.5 ... 766.50 766.50 I
89 i2608 20250912 760.0 ... 761.50 762.50 I
90 j2509 20250912 1502.0 ... 1500.00 1512.50 J
91 j2510 20250912 1517.0 ... 1521.50 1514.50 J
92 j2511 20250912 1561.5 ... 1550.00 1550.50 J
93 j2512 20250912 1583.5 ... 1595.50 1582.00 J
94 j2601 20250912 1622.0 ... 1614.00 1618.50 J
95 j2602 20250912 1644.0 ... 1637.50 1638.50 J
96 j2603 20250912 0.0 ... 1658.00 1658.00 J
97 j2604 20250912 0.0 ... 1728.00 1728.00 J
98 j2605 20250912 1768.5 ... 1749.50 1748.50 J
99 j2606 20250912 1758.0 ... 1758.00 1750.50 J
100 j2607 20250912 1763.5 ... 1763.50 1763.50 J
101 j2608 20250912 0.0 ... 1763.00 1763.00 J
102 jd2509 20250912 3100.0 ... 3201.00 3083.00 JD
103 jd2510 20250912 3052.0 ... 3038.00 3036.00 JD
104 jd2511 20250912 3044.0 ... 3048.00 3039.00 JD
105 jd2512 20250912 3180.0 ... 3175.00 3170.00 JD
106 jd2601 20250912 3349.0 ... 3352.00 3350.00 JD
107 jd2602 20250912 3111.0 ... 3103.00 3110.00 JD
108 jd2603 20250912 3124.0 ... 3116.00 3124.00 JD
109 jd2604 20250912 3322.0 ... 3298.00 3318.00 JD
110 jd2605 20250912 3465.0 ... 3429.00 3460.00 JD
111 jd2606 20250912 3273.0 ... 3251.00 3269.00 JD
112 jd2607 20250912 3496.0 ... 3482.00 3491.00 JD
113 jd2608 20250912 3920.0 ... 3919.00 3913.00 JD
114 jm2509 20250912 1031.0 ... 958.00 977.50 JM
115 jm2510 20250912 975.0 ... 979.00 966.00 JM
116 jm2511 20250912 1027.0 ... 1031.00 1022.50 JM
117 jm2512 20250912 1083.5 ... 1085.00 1080.50 JM
118 jm2601 20250912 1140.0 ... 1137.50 1134.50 JM
119 jm2602 20250912 1166.0 ... 1164.00 1161.00 JM
120 jm2603 20250912 1188.5 ... 1183.50 1181.00 JM
121 jm2604 20250912 1206.0 ... 1202.50 1202.50 JM
122 jm2605 20250912 1227.0 ... 1220.50 1220.50 JM
123 jm2606 20250912 1236.0 ... 1235.00 1238.00 JM
124 jm2607 20250912 1247.0 ... 1246.00 1249.50 JM
125 jm2608 20250912 1257.5 ... 1255.00 1260.00 JM
126 l2509 20250912 7080.0 ... 7195.00 7135.00 L
127 l2510 20250912 7168.0 ... 7138.00 7194.00 L
128 l2511 20250912 7182.0 ... 7157.00 7206.00 L
129 l2512 20250912 7193.0 ... 7168.00 7213.00 L
130 l2601 20250912 7200.0 ... 7174.00 7216.00 L
131 l2602 20250912 7198.0 ... 7165.00 7210.00 L
132 l2603 20250912 7179.0 ... 7166.00 7227.00 L
133 l2604 20250912 7205.0 ... 7200.00 7237.00 L
134 l2605 20250912 7207.0 ... 7185.00 7225.00 L
135 l2606 20250912 0.0 ... 7228.00 7228.00 L
136 l2607 20250912 7205.0 ... 7202.00 7236.00 L
137 l2608 20250912 7226.0 ... 7221.00 7254.00 L
138 lg2509 20250912 760.5 ... 764.00 770.00 LG
139 lg2511 20250912 803.0 ... 800.00 804.50 LG
140 lg2601 20250912 819.0 ... 813.50 818.50 LG
141 lg2603 20250912 823.0 ... 820.00 824.50 LG
142 lg2605 20250912 829.0 ... 826.50 829.50 LG
143 lg2607 20250912 830.0 ... 829.00 832.50 LG
144 lh2509 20250912 0.0 ... 13090.00 13090.00 LH
145 lh2511 20250912 13320.0 ... 13310.00 13315.00 LH
146 lh2601 20250912 13750.0 ... 13725.00 13735.00 LH
147 lh2603 20250912 13000.0 ... 13030.00 13010.00 LH
148 lh2605 20250912 13535.0 ... 13555.00 13520.00 LH
149 lh2607 20250912 14295.0 ... 14310.00 14310.00 LH
150 m2509 20250912 0.0 ... 3023.00 3031.00 M
151 m2511 20250912 3062.0 ... 3057.00 3040.00 M
152 m2512 20250912 3104.0 ... 3102.00 3090.00 M
153 m2601 20250912 3090.0 ... 3087.00 3075.00 M
154 m2603 20250912 3011.0 ... 3010.00 2997.00 M
155 m2605 20250912 2810.0 ... 2815.00 2802.00 M
156 m2607 20250912 2790.0 ... 2792.00 2783.00 M
157 m2608 20250912 2916.0 ... 2916.00 2908.00 M
158 p2509 20250912 0.0 ... 9384.00 9446.00 P
159 p2510 20250912 9230.0 ... 9270.00 9222.00 P
160 p2511 20250912 9252.0 ... 9298.00 9236.00 P
161 p2512 20250912 9280.0 ... 9318.00 9264.00 P
162 p2601 20250912 9316.0 ... 9342.00 9274.00 P
163 p2602 20250912 9272.0 ... 9288.00 9222.00 P
164 p2603 20250912 9234.0 ... 9262.00 9212.00 P
165 p2604 20250912 9198.0 ... 9204.00 9156.00 P
166 p2605 20250912 9102.0 ... 9106.00 9062.00 P
167 p2606 20250912 9024.0 ... 9030.00 8968.00 P
168 p2607 20250912 8928.0 ... 8932.00 8868.00 P
169 p2608 20250912 8862.0 ... 8872.00 8800.00 P
170 pg2509 20250912 3750.0 ... 3750.00 3780.00 PG
171 pg2510 20250912 4454.0 ... 4446.00 4453.00 PG
172 pg2511 20250912 4410.0 ... 4401.00 4410.00 PG
173 pg2512 20250912 4350.0 ... 4340.00 4352.00 PG
174 pg2601 20250912 4287.0 ... 4278.00 4289.00 PG
175 pg2602 20250912 4219.0 ... 4211.00 4219.00 PG
176 pg2603 20250912 4112.0 ... 4122.00 4132.00 PG
177 pg2604 20250912 0.0 ... 4467.00 4467.00 PG
178 pg2605 20250912 4381.0 ... 4383.00 4389.00 PG
179 pg2606 20250912 0.0 ... 4305.00 4305.00 PG
180 pg2607 20250912 0.0 ... 4251.00 4251.00 PG
181 pg2608 20250912 0.0 ... 4187.00 4187.00 PG
182 pp2509 20250912 6796.0 ... 6855.00 6828.00 PP
183 pp2510 20250912 6833.0 ... 6818.00 6852.00 PP
184 pp2511 20250912 6875.0 ... 6852.00 6886.00 PP
185 pp2512 20250912 6901.0 ... 6884.00 6919.00 PP
186 pp2601 20250912 6931.0 ... 6910.00 6943.00 PP
187 pp2602 20250912 6916.0 ... 6891.00 6926.00 PP
188 pp2603 20250912 6886.0 ... 6880.00 6912.00 PP
189 pp2604 20250912 6916.0 ... 6908.00 6937.00 PP
190 pp2605 20250912 6949.0 ... 6932.00 6966.00 PP
191 pp2606 20250912 6914.0 ... 6903.00 6943.00 PP
192 pp2607 20250912 6890.0 ... 6887.00 6915.00 PP
193 pp2608 20250912 6900.0 ... 6892.00 6917.00 PP
194 rr2509 20250912 0.0 ... 3617.00 3620.00 RR
195 rr2510 20250912 3585.0 ... 3591.00 3596.00 RR
196 rr2511 20250912 3595.0 ... 3599.00 3603.00 RR
197 rr2512 20250912 3604.0 ... 3602.00 3605.00 RR
198 rr2601 20250912 3615.0 ... 3614.00 3615.00 RR
199 rr2602 20250912 3601.0 ... 3601.00 3605.00 RR
200 rr2603 20250912 3608.0 ... 3608.00 3607.00 RR
201 rr2604 20250912 0.0 ... 3617.00 3617.00 RR
202 rr2605 20250912 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250912 0.0 ... 3604.00 3604.00 RR
204 rr2607 20250912 0.0 ... 3625.00 3625.00 RR
205 rr2608 20250912 0.0 ... 3614.00 3614.00 RR
206 v2509 20250912 4718.0 ... 4720.00 4708.00 V
207 v2510 20250912 4785.0 ... 4763.00 4757.00 V
208 v2511 20250912 4807.0 ... 4794.00 4788.00 V
209 v2512 20250912 4848.0 ... 4829.00 4830.00 V
210 v2601 20250912 4886.0 ... 4871.00 4864.00 V
211 v2602 20250912 4921.0 ... 4914.00 4904.00 V
212 v2603 20250912 4953.0 ... 4950.00 4930.00 V
213 v2604 20250912 5132.0 ... 5135.00 5126.00 V
214 v2605 20250912 5170.0 ... 5172.00 5166.00 V
215 v2606 20250912 5194.0 ... 5196.00 5197.00 V
216 v2607 20250912 5245.0 ... 5236.00 5222.00 V
217 v2608 20250912 5268.0 ... 5265.00 5266.00 V
218 y2509 20250912 0.0 ... 8398.00 8268.00 Y
219 y2511 20250912 8370.0 ... 8368.00 8326.00 Y
220 y2512 20250912 8378.0 ... 8386.00 8338.00 Y
221 y2601 20250912 8340.0 ... 8336.00 8292.00 Y
222 y2603 20250912 8248.0 ... 8252.00 8214.00 Y
223 y2605 20250912 8010.0 ... 8030.00 7986.00 Y
224 y2607 20250912 7992.0 ... 8000.00 7948.00 Y
225 y2608 20250912 8002.0 ... 7984.00 7948.00 Y
[226 rows x 12 columns]
2025-09-22 18:25:54,059 - future_1d - INFO - ak.get_dce_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 SC2510 20250912 483 ... 479.2 488.7 SC
1 SC2511 20250912 485 ... 480.5 489.4 SC
2 SC2512 20250912 484.7 ... 479.5 488.1 SC
3 SC2601 20250912 483.9 ... 479 487.1 SC
4 SC2602 20250912 479.8 ... 478.4 486 SC
5 SC2603 20250912 481.2 ... 477.8 484.7 SC
6 SC2604 20250912 478.1 ... 477.4 484.5 SC
7 SC2605 20250912 476.9 ... 477.3 483.3 SC
8 SC2606 20250912 480 ... 476.6 484.5 SC
9 SC2607 20250912 477 ... 475.9 483.7 SC
10 SC2608 20250912 474.5 ... 474.7 482 SC
11 SC2609 20250912 474.5 ... 473 480.8 SC
12 SC2612 20250912 473.8 ... 472.6 477.9 SC
13 SC2703 20250912 469.1 ... 469.2 472.1 SC
14 SC2706 20250912 ... 470 471.5 SC
15 SC2709 20250912 ... 470 471.3 SC
16 SC2712 20250912 467 ... 466.6 469 SC
17 SC2803 20250912 ... 468.2 468.2 SC
18 SC2806 20250912 461.5 ... 462.8 466.7 SC
19 SC2809 20250912 ... 462 462 SC
21 LU2510 20250912 3300 ... 3261 3343 LU
22 LU2511 20250912 3328 ... 3288 3370 LU
23 LU2512 20250912 3329 ... 3276 3362 LU
24 LU2601 20250912 3332 ... 3285 3358 LU
25 LU2602 20250912 3332 ... 3283 3338 LU
26 LU2603 20250912 3292 ... 3276 3334 LU
27 LU2604 20250912 3058 ... 3257 3339 LU
28 LU2605 20250912 3285 ... 3274 3323 LU
29 LU2606 20250912 3280 ... 3271 3316 LU
30 LU2607 20250912 3301 ... 3265 3321 LU
31 LU2608 20250912 3274 ... 3261 3316 LU
32 LU2609 20250912 3277 ... 3260 3314 LU
34 NR2509 20250912 ... 12645 12645 NR
35 NR2510 20250912 12565 ... 12495 12550 NR
36 NR2511 20250912 12645 ... 12545 12600 NR
37 NR2512 20250912 12700 ... 12590 12640 NR
38 NR2601 20250912 12690 ... 12615 12685 NR
39 NR2602 20250912 12710 ... 12645 12685 NR
40 NR2603 20250912 12725 ... 12630 12685 NR
41 NR2604 20250912 12745 ... 12675 12730 NR
42 NR2605 20250912 12740 ... 12695 12745 NR
43 NR2606 20250912 12580 ... 12580 12700 NR
44 NR2607 20250912 12640 ... 12640 12715 NR
45 NR2608 20250912 12685 ... 12685 12760 NR
47 BC2509 20250912 70500 ... 70500 70500 BC
48 BC2510 20250912 71260 ... 71640 71180 BC
49 BC2511 20250912 71290 ... 71660 71150 BC
50 BC2512 20250912 72470 ... 71670 70790 BC
51 BC2601 20250912 ... 72000 71300 BC
52 BC2602 20250912 ... 71650 70900 BC
53 BC2603 20250912 ... 72000 71560 BC
54 BC2604 20250912 ... 71500 71200 BC
55 BC2605 20250912 ... 71350 71170 BC
56 BC2606 20250912 ... 71450 70710 BC
57 BC2607 20250912 ... 71560 70900 BC
58 BC2608 20250912 ... 71550 70800 BC
60 EC2510 20250912 1205.6 ... 1181.6 1222 EC
61 EC2512 20250912 1601 ... 1594.5 1633.3 EC
62 EC2602 20250912 1497.4 ... 1490.3 1509.2 EC
63 EC2604 20250912 1235.7 ... 1235.6 1245.9 EC
64 EC2606 20250912 1423.6 ... 1412.9 1429.4 EC
65 EC2608 20250912 1595.3 ... 1580.3 1605.4 EC
69 SC_TAS2510 20250912 ... SC_TAS
70 SC_TAS2511 20250912 ... SC_TAS
71 SC_TAS2512 20250912 ... SC_TAS
72 SC_TAS2601 20250912 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 18:25:54,129 - future_1d - INFO - ak.get_ine_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 IC2509 20250912 7109.800 ... 7152.400 7097.800 IC
1 IC2510 20250912 7063.000 ... 7100.000 7044.000 IC
2 IC2512 20250912 6955.000 ... 7000.400 6934.800 IC
3 IC2603 20250912 6815.000 ... 6849.400 6789.600 IC
4 IF2509 20250912 4557.000 ... 4525.800 4542.800 IF
5 IF2510 20250912 4564.000 ... 4517.600 4534.400 IF
6 IF2512 20250912 4530.000 ... 4499.200 4511.800 IF
7 IF2603 20250912 4518.000 ... 4478.800 4491.200 IF
8 IH2509 20250912 2988.600 ... 2969.800 2981.400 IH
9 IH2510 20250912 2989.200 ... 2969.800 2979.800 IH
10 IH2512 20250912 2989.000 ... 2971.200 2980.000 IH
11 IH2603 20250912 2992.000 ... 2974.000 2982.400 IH
12 IM2509 20250912 7387.000 ... 7400.800 7365.600 IM
13 IM2510 20250912 7336.000 ... 7333.600 7297.800 IM
14 IM2512 20250912 7180.200 ... 7186.400 7153.600 IM
15 IM2603 20250912 7000.000 ... 6985.200 6965.600 IM
16 T2509 20250912 NaN ... 107.870 107.835 T
17 T2512 20250912 107.595 ... 107.680 107.645 T
18 T2603 20250912 107.310 ... 107.385 107.335 T
19 TF2509 20250912 105.770 ... 105.760 105.660 TF
20 TF2512 20250912 105.570 ... 105.580 105.590 TF
21 TF2603 20250912 105.520 ... 105.470 105.485 TF
22 TL2509 20250912 115.550 ... 115.550 115.180 TL
23 TL2512 20250912 114.790 ... 115.160 114.830 TL
24 TL2603 20250912 114.390 ... 114.850 114.500 TL
25 TS2509 20250912 NaN ... 102.310 102.352 TS
26 TS2512 20250912 102.410 ... 102.364 102.406 TS
27 TS2603 20250912 102.334 ... 102.294 102.330 TS
[28 rows x 12 columns]
2025-09-22 18:25:54,473 - future_1d - INFO - ak.get_cffex_daily('2025-09-12') done
2025-09-22 18:25:56,255 - future_1d - INFO - save future_daily 2025-09-12 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250915 54125.0 ... 53505.0 53935.0 PS
1 PS2511 20250915 53630.0 ... 53400.0 53730.0 PS
2 PS2512 20250915 56720.0 ... 55890.0 56225.0 PS
3 PS2601 20250915 56450.0 ... 55780.0 56110.0 PS
4 PS2602 20250915 56085.0 ... 55835.0 56305.0 PS
5 PS2603 20250915 56075.0 ... 55620.0 56265.0 PS
6 PS2604 20250915 56575.0 ... 55840.0 56410.0 PS
7 PS2605 20250915 56545.0 ... 55975.0 56225.0 PS
8 PS2606 20250915 58880.0 ... 58160.0 58330.0 PS
9 PS2607 20250915 58500.0 ... 58285.0 58370.0 PS
10 PS2608 20250915 58750.0 ... 58340.0 58405.0 PS
11 PS2609 20250915 56790.0 ... 57875.0 58405.0 PS
13 SI2510 20250915 8785.0 ... 8755.0 8705.0 SI
14 SI2511 20250915 8725.0 ... 8840.0 8725.0 SI
15 SI2512 20250915 9165.0 ... 9215.0 9090.0 SI
16 SI2601 20250915 9145.0 ... 9205.0 9080.0 SI
17 SI2602 20250915 9090.0 ... 9175.0 9080.0 SI
18 SI2603 20250915 9080.0 ... 9215.0 9100.0 SI
19 SI2604 20250915 9050.0 ... 9215.0 9095.0 SI
20 SI2605 20250915 9115.0 ... 9220.0 9105.0 SI
21 SI2606 20250915 9070.0 ... 9220.0 9105.0 SI
22 SI2607 20250915 9080.0 ... 9260.0 9110.0 SI
23 SI2608 20250915 9075.0 ... 9290.0 9115.0 SI
24 SI2609 20250915 9080.0 ... 9245.0 9115.0 SI
27 LC2510 20250915 71400.0 ... 72160.0 70900.0 LC
28 LC2511 20250915 71260.0 ... 72240.0 71040.0 LC
29 LC2512 20250915 71400.0 ... 72420.0 71240.0 LC
30 LC2601 20250915 71480.0 ... 72420.0 71200.0 LC
31 LC2602 20250915 71520.0 ... 72480.0 71240.0 LC
32 LC2603 20250915 71500.0 ... 72340.0 71120.0 LC
33 LC2604 20250915 71920.0 ... 72720.0 71680.0 LC
34 LC2605 20250915 72000.0 ... 72780.0 71620.0 LC
35 LC2606 20250915 71800.0 ... 72540.0 71520.0 LC
36 LC2607 20250915 71600.0 ... 72520.0 71420.0 LC
37 LC2608 20250915 71740.0 ... 72540.0 71380.0 LC
38 LC2609 20250915 71520.0 ... 72440.0 71380.0 LC
[36 rows x 12 columns]
2025-09-22 18:26:00,126 - future_1d - INFO - ak.get_gfex_daily('2025-09-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250915 8395.0 8456.0 ... 101669.16 8404.0 8382.0 AP
1 AP511 20250915 8233.0 8263.0 ... 5346.45 8213.0 8199.0 AP
2 AP512 20250915 8273.0 8285.0 ... 806.68 8231.0 8218.0 AP
3 AP601 20250915 8325.0 8363.0 ... 594291.79 8310.0 8287.0 AP
4 AP603 20250915 8231.0 8238.0 ... 345.22 8220.0 8186.0 AP
5 AP604 20250915 8233.0 8243.0 ... 369.68 8215.0 8206.0 AP
6 AP605 20250915 8288.0 8310.0 ... 5216.00 8266.0 8269.0 AP
7 CF511 20250915 13725.0 13790.0 ... 254178.51 13740.0 13675.0 CF
8 CF601 20250915 13865.0 13930.0 ... 1542409.58 13885.0 13830.0 CF
9 CF603 20250915 13825.0 13895.0 ... 2035.05 13845.0 13795.0 CF
10 CF605 20250915 13830.0 13895.0 ... 134633.97 13850.0 13795.0 CF
11 CF607 20250915 13860.0 13900.0 ... 1899.77 13865.0 13825.0 CF
12 CF609 20250915 13995.0 13995.0 ... 90.85 13975.0 13825.0 CF
13 CJ512 20250915 11045.0 11065.0 ... 6958.04 10865.0 11125.0 CJ
14 CJ601 20250915 11130.0 11130.0 ... 1072454.11 10905.0 11190.0 CJ
15 CJ603 20250915 11170.0 11170.0 ... 17649.24 10960.0 11230.0 CJ
16 CJ605 20250915 11280.0 11280.0 ... 173292.86 11040.0 11320.0 CJ
17 CJ607 20250915 11375.0 11385.0 ... 3275.31 11180.0 11450.0 CJ
18 CJ609 20250915 11545.0 11545.0 ... 358.57 11385.0 11450.0 CJ
19 CY510 20250915 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250915 19855.0 19940.0 ... 114884.12 19890.0 19855.0 CY
21 CY512 20250915 0.0 0.0 ... 0.00 19635.0 19635.0 CY
22 CY601 20250915 19955.0 19955.0 ... 1423.50 19910.0 19860.0 CY
23 CY602 20250915 20090.0 20090.0 ... 10.05 20090.0 19995.0 CY
24 CY603 20250915 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250915 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250915 0.0 0.0 ... 0.00 20065.0 20055.0 CY
27 CY606 20250915 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250915 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250915 0.0 0.0 ... 0.00 20100.0 20160.0 CY
30 CY609 20250915 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG510 20250915 1069.0 1098.0 ... 37229.74 1084.0 1080.0 FG
32 FG511 20250915 1081.0 1108.0 ... 198245.21 1092.0 1080.0 FG
33 FG512 20250915 1186.0 1216.0 ... 99759.94 1197.0 1181.0 FG
34 FG601 20250915 1178.0 1214.0 ... 4939549.26 1193.0 1175.0 FG
35 FG602 20250915 1231.0 1264.0 ... 41236.83 1239.0 1226.0 FG
36 FG603 20250915 1236.0 1267.0 ... 2050.87 1247.0 1228.0 FG
37 FG604 20250915 1287.0 1317.0 ... 538.30 1300.0 1279.0 FG
38 FG605 20250915 1280.0 1317.0 ... 130486.35 1296.0 1275.0 FG
39 FG606 20250915 1309.0 1345.0 ... 1286.24 1329.0 1309.0 FG
40 FG607 20250915 1308.0 1338.0 ... 1710.36 1324.0 1299.0 FG
41 FG608 20250915 1343.0 1363.0 ... 1389.69 1349.0 1329.0 FG
42 FG609 20250915 1309.0 1358.0 ... 2113.57 1341.0 1329.0 FG
43 JR511 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250915 2289.0 2305.0 ... 13355.35 2290.0 2281.0 MA
52 MA511 20250915 2323.0 2338.0 ... 98265.26 2318.0 2313.0 MA
53 MA512 20250915 2364.0 2380.0 ... 71639.91 2357.0 2354.0 MA
54 MA601 20250915 2385.0 2405.0 ... 1188647.22 2386.0 2378.0 MA
55 MA602 20250915 2405.0 2416.0 ... 54150.44 2394.0 2394.0 MA
56 MA603 20250915 2407.0 2423.0 ... 320.68 2411.0 2402.0 MA
57 MA604 20250915 2401.0 2401.0 ... 4.80 2401.0 2403.0 MA
58 MA605 20250915 2390.0 2410.0 ... 89005.19 2394.0 2386.0 MA
59 MA606 20250915 2417.0 2417.0 ... 2.42 2417.0 2394.0 MA
60 MA607 20250915 2393.0 2400.0 ... 88.28 2386.0 2376.0 MA
61 MA608 20250915 2386.0 2387.0 ... 28.58 2381.0 2380.0 MA
62 MA609 20250915 2376.0 2382.0 ... 289.26 2371.0 2380.0 MA
63 OI511 20250915 10063.0 10091.0 ... 396029.62 10049.0 10090.0 OI
64 OI601 20250915 9883.0 9914.0 ... 2218323.28 9877.0 9904.0 OI
65 OI603 20250915 9698.0 9723.0 ... 2608.61 9697.0 9700.0 OI
66 OI605 20250915 9512.0 9555.0 ... 75130.21 9517.0 9523.0 OI
67 OI607 20250915 9469.0 9504.0 ... 398.06 9478.0 9481.0 OI
68 OI609 20250915 9483.0 9485.0 ... 255.31 9456.0 9481.0 OI
69 PF510 20250915 6354.0 6402.0 ... 20160.15 6366.0 6330.0 PF
70 PF511 20250915 6358.0 6398.0 ... 702762.08 6362.0 6324.0 PF
71 PF512 20250915 6348.0 6376.0 ... 450357.59 6340.0 6308.0 PF
72 PF601 20250915 6378.0 6410.0 ... 28751.09 6382.0 6350.0 PF
73 PF602 20250915 6392.0 6418.0 ... 73675.53 6390.0 6364.0 PF
74 PF603 20250915 6416.0 6416.0 ... 79.93 6394.0 6364.0 PF
75 PF604 20250915 6458.0 6460.0 ... 54.76 6444.0 6410.0 PF
76 PF605 20250915 6466.0 6466.0 ... 51.67 6460.0 6428.0 PF
77 PF606 20250915 6490.0 6490.0 ... 9.72 6480.0 6456.0 PF
78 PF607 20250915 6514.0 6514.0 ... 9.75 6502.0 6470.0 PF
79 PF608 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
81 PK510 20250915 7806.0 7818.0 ... 26131.80 7808.0 7822.0 PK
82 PK511 20250915 7764.0 7770.0 ... 482878.23 7752.0 7766.0 PK
83 PK512 20250915 7762.0 7780.0 ... 282723.80 7770.0 7772.0 PK
84 PK601 20250915 7794.0 7810.0 ... 38406.58 7798.0 7812.0 PK
85 PK603 20250915 7818.0 7846.0 ... 180.16 7834.0 7834.0 PK
86 PK604 20250915 7856.0 7858.0 ... 98.06 7846.0 7850.0 PK
87 PK605 20250915 7850.0 7858.0 ... 2163.00 7852.0 7854.0 PK
88 PL601 20250915 6428.0 6556.0 ... 50850.82 6434.0 6382.0 PL
89 PL602 20250915 6454.0 6479.0 ... 206.62 6457.0 6416.0 PL
90 PL603 20250915 6498.0 6498.0 ... 13.00 6498.0 6433.0 PL
91 PL604 20250915 6477.0 6477.0 ... 12.95 6477.0 6455.0 PL
92 PL605 20250915 6397.0 6397.0 ... 12.79 6397.0 6352.0 PL
93 PL606 20250915 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250915 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250915 5844.0 5872.0 ... 3575.66 5844.0 5804.0 PR
104 PR511 20250915 5830.0 5866.0 ... 328694.04 5838.0 5798.0 PR
105 PR512 20250915 5838.0 5874.0 ... 261110.92 5846.0 5806.0 PR
106 PR601 20250915 5822.0 5866.0 ... 96781.06 5844.0 5808.0 PR
107 PR602 20250915 5882.0 5890.0 ... 255.77 5880.0 5836.0 PR
108 PR603 20250915 5876.0 5888.0 ... 211.43 5874.0 5854.0 PR
109 PR604 20250915 5924.0 5924.0 ... 44.17 5890.0 5858.0 PR
110 PR605 20250915 5936.0 5936.0 ... 44.27 5904.0 5870.0 PR
111 PR606 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
112 PR607 20250915 5936.0 5936.0 ... 8.90 5936.0 5922.0 PR
113 PR608 20250915 0.0 0.0 ... 0.00 5934.0 5920.0 PR
114 PR609 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
115 PX510 20250915 6786.0 6838.0 ... 2199.23 6788.0 6708.0 PX
116 PX511 20250915 6748.0 6806.0 ... 533174.78 6762.0 6700.0 PX
117 PX512 20250915 6726.0 6766.0 ... 161716.09 6732.0 6672.0 PX
118 PX601 20250915 6698.0 6738.0 ... 113859.39 6712.0 6656.0 PX
119 PX602 20250915 6692.0 6728.0 ... 10348.24 6700.0 6644.0 PX
120 PX603 20250915 0.0 0.0 ... 0.00 6690.0 6640.0 PX
121 PX604 20250915 6714.0 6714.0 ... 10.07 6714.0 6668.0 PX
122 PX605 20250915 6688.0 6728.0 ... 629.53 6698.0 6650.0 PX
123 PX606 20250915 0.0 0.0 ... 0.00 6684.0 6668.0 PX
124 PX607 20250915 6736.0 6736.0 ... 3.37 6736.0 6660.0 PX
125 PX608 20250915 6748.0 6748.0 ... 3.37 6748.0 6646.0 PX
126 PX609 20250915 6744.0 6750.0 ... 13.49 6744.0 6646.0 PX
127 RI511 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250915 2532.0 2538.0 ... 20447.80 2516.0 2545.0 RM
134 RM601 20250915 2533.0 2534.0 ... 1009536.44 2509.0 2555.0 RM
135 RM603 20250915 2427.0 2432.0 ... 17391.21 2417.0 2441.0 RM
136 RM605 20250915 2408.0 2411.0 ... 161566.09 2399.0 2416.0 RM
137 RM607 20250915 2390.0 2395.0 ... 14537.16 2384.0 2398.0 RM
138 RM608 20250915 2493.0 2494.0 ... 1271.74 2484.0 2498.0 RM
139 RM609 20250915 2498.0 2498.0 ... 2390.04 2472.0 2498.0 RM
140 RS511 20250915 5230.0 5345.0 ... 73.54 5253.0 5152.0 RS
141 RS607 20250915 5519.0 5561.0 ... 116.46 5546.0 5543.0 RS
142 RS608 20250915 5599.0 5599.0 ... 178.03 5563.0 5555.0 RS
143 RS609 20250915 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250915 1201.0 1223.0 ... 34915.56 1209.0 1200.0 SA
145 SA511 20250915 1218.0 1238.0 ... 283060.12 1224.0 1214.0 SA
146 SA512 20250915 1279.0 1302.0 ... 154423.99 1287.0 1274.0 SA
147 SA601 20250915 1294.0 1314.0 ... 3679034.38 1298.0 1286.0 SA
148 SA602 20250915 1319.0 1342.0 ... 40580.10 1327.0 1315.0 SA
149 SA603 20250915 1328.0 1348.0 ... 3224.07 1332.0 1318.0 SA
150 SA604 20250915 1358.0 1384.0 ... 1130.23 1372.0 1358.0 SA
151 SA605 20250915 1370.0 1390.0 ... 117957.36 1375.0 1361.0 SA
152 SA606 20250915 1384.0 1399.0 ... 1488.77 1389.0 1369.0 SA
153 SA607 20250915 1387.0 1400.0 ... 3203.64 1392.0 1372.0 SA
154 SA608 20250915 1400.0 1414.0 ... 3761.14 1408.0 1389.0 SA
155 SA609 20250915 1405.0 1418.0 ... 7168.67 1411.0 1389.0 SA
156 SF510 20250915 5432.0 5524.0 ... 17459.90 5488.0 5446.0 SF
157 SF511 20250915 5606.0 5708.0 ... 566446.62 5660.0 5620.0 SF
158 SF512 20250915 5580.0 5670.0 ... 168663.47 5622.0 5576.0 SF
159 SF601 20250915 5574.0 5668.0 ... 174261.32 5628.0 5584.0 SF
160 SF602 20250915 5540.0 5628.0 ... 23965.68 5586.0 5542.0 SF
161 SF603 20250915 5736.0 5794.0 ... 89.26 5760.0 5698.0 SF
162 SF604 20250915 5726.0 5726.0 ... 2.86 5726.0 5732.0 SF
163 SF605 20250915 5682.0 5770.0 ... 2942.51 5730.0 5692.0 SF
164 SF606 20250915 5652.0 5732.0 ... 68.34 5696.0 5654.0 SF
165 SF607 20250915 5828.0 5878.0 ... 20.49 5856.0 5826.0 SF
166 SF608 20250915 5772.0 5804.0 ... 23.16 5790.0 5738.0 SF
167 SF609 20250915 5780.0 5804.0 ... 14.47 5788.0 5738.0 SF
168 SH510 20250915 2509.0 2528.0 ... 34125.08 2511.0 2533.0 SH
169 SH511 20250915 2535.0 2547.0 ... 683354.31 2528.0 2548.0 SH
170 SH512 20250915 2565.0 2576.0 ... 317701.37 2561.0 2573.0 SH
171 SH601 20250915 2559.0 2582.0 ... 2152792.74 2566.0 2567.0 SH
172 SH602 20250915 2581.0 2599.0 ... 18572.06 2584.0 2585.0 SH
173 SH603 20250915 2598.0 2616.0 ... 2311.28 2603.0 2600.0 SH
174 SH604 20250915 2645.0 2657.0 ... 151.00 2649.0 2644.0 SH
175 SH605 20250915 2648.0 2667.0 ... 12122.62 2653.0 2652.0 SH
176 SH606 20250915 2659.0 2676.0 ... 95.78 2661.0 2659.0 SH
177 SH607 20250915 2656.0 2672.0 ... 24.00 2666.0 2654.0 SH
178 SH608 20250915 2665.0 2681.0 ... 72.14 2672.0 2673.0 SH
179 SH609 20250915 2650.0 2683.0 ... 95.98 2666.0 2673.0 SH
180 SM510 20250915 5728.0 5820.0 ... 23472.81 5792.0 5746.0 SM
181 SM511 20250915 5866.0 5906.0 ... 295803.60 5864.0 5820.0 SM
182 SM512 20250915 5840.0 5914.0 ... 100712.45 5880.0 5828.0 SM
183 SM601 20250915 5830.0 5922.0 ... 541456.24 5884.0 5836.0 SM
184 SM602 20250915 5838.0 5920.0 ... 141499.19 5876.0 5830.0 SM
185 SM603 20250915 5844.0 5932.0 ... 47.20 5900.0 5858.0 SM
186 SM604 20250915 0.0 0.0 ... 0.00 5926.0 5878.0 SM
187 SM605 20250915 5880.0 5958.0 ... 6166.83 5918.0 5866.0 SM
188 SM606 20250915 5928.0 5932.0 ... 5.93 5930.0 5878.0 SM
189 SM607 20250915 5908.0 5950.0 ... 14.83 5934.0 5886.0 SM
190 SM608 20250915 5958.0 5980.0 ... 32.76 5956.0 5886.0 SM
191 SM609 20250915 5978.0 5980.0 ... 11.96 5980.0 5886.0 SM
192 SR511 20250915 5530.0 5570.0 ... 95695.22 5546.0 5550.0 SR
193 SR601 20250915 5535.0 5564.0 ... 827128.27 5545.0 5544.0 SR
194 SR603 20250915 5527.0 5548.0 ... 2334.32 5532.0 5529.0 SR
195 SR605 20250915 5519.0 5538.0 ... 38362.97 5521.0 5519.0 SR
196 SR607 20250915 5509.0 5534.0 ... 2257.04 5518.0 5515.0 SR
197 SR609 20250915 5551.0 5551.0 ... 1941.01 5530.0 5515.0 SR
198 TA510 20250915 4648.0 4674.0 ... 31704.41 4652.0 4616.0 TA
199 TA511 20250915 4654.0 4690.0 ... 374953.31 4664.0 4628.0 TA
200 TA512 20250915 4664.0 4700.0 ... 206066.17 4676.0 4638.0 TA
201 TA601 20250915 4678.0 4704.0 ... 1315250.22 4684.0 4648.0 TA
202 TA602 20250915 4680.0 4714.0 ... 18388.51 4694.0 4658.0 TA
203 TA603 20250915 4706.0 4716.0 ... 181.26 4708.0 4668.0 TA
204 TA604 20250915 4722.0 4722.0 ... 37.69 4712.0 4672.0 TA
205 TA605 20250915 4704.0 4736.0 ... 31497.76 4718.0 4686.0 TA
206 TA606 20250915 4722.0 4722.0 ... 4.72 4722.0 4692.0 TA
207 TA607 20250915 0.0 0.0 ... 0.00 4732.0 4710.0 TA
208 TA608 20250915 4766.0 4766.0 ... 2.38 4766.0 4718.0 TA
209 TA609 20250915 4764.0 4764.0 ... 56.78 4732.0 4718.0 TA
210 UR510 20250915 1586.0 1605.0 ... 8284.00 1596.0 1595.0 UR
211 UR511 20250915 1650.0 1671.0 ... 52655.07 1664.0 1650.0 UR
212 UR512 20250915 1656.0 1682.0 ... 14534.18 1675.0 1662.0 UR
213 UR601 20250915 1666.0 1688.0 ... 558323.98 1679.0 1667.0 UR
214 UR602 20250915 1674.0 1690.0 ... 572.46 1684.0 1669.0 UR
215 UR603 20250915 1723.0 1732.0 ... 127.85 1728.0 1715.0 UR
216 UR604 20250915 1724.0 1728.0 ... 20.71 1726.0 1718.0 UR
217 UR605 20250915 1716.0 1736.0 ... 17773.51 1729.0 1718.0 UR
218 UR606 20250915 1722.0 1735.0 ... 238.54 1729.0 1717.0 UR
219 UR607 20250915 1757.0 1765.0 ... 42.29 1762.0 1745.0 UR
220 UR608 20250915 1750.0 1761.0 ... 140.62 1758.0 1738.0 UR
221 UR609 20250915 1757.0 1757.0 ... 252.10 1751.0 1738.0 UR
222 WH511 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:26:00,438 - future_1d - INFO - ak.get_czce_daily('2025-09-15') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250915 ... 80870 80710 CU
1 1 CU2510 20250915 ... 80830 80660 CU
2 2 CU2511 20250915 ... 80830 80650 CU
3 3 CU2512 20250915 ... 80810 80640 CU
4 4 CU2601 20250915 ... 80800 80610 CU
5 5 CU2602 20250915 ... 80770 80580 CU
6 6 CU2603 20250915 ... 80760 80660 CU
7 7 CU2604 20250915 ... 80810 80600 CU
8 8 CU2605 20250915 ... 80830 80640 CU
9 9 CU2606 20250915 ... 80810 80740 CU
10 10 CU2607 20250915 ... 80760 80620 CU
11 11 CU2608 20250915 ... 80850 80650 CU
12 12 BC2509 20250915 ... 70500 70500 BC
13 13 BC2510 20250915 ... 71780 71640 BC
14 14 BC2511 20250915 ... 71830 71660 BC
15 15 BC2512 20250915 ... 71910 71670 BC
16 16 BC2601 20250915 ... 72000 72000 BC
17 17 BC2602 20250915 ... 71650 71650 BC
18 18 BC2603 20250915 ... 72000 72000 BC
19 19 BC2604 20250915 ... 71550 71500 BC
20 20 BC2605 20250915 ... 71550 71350 BC
21 21 BC2606 20250915 ... 71500 71450 BC
22 22 BC2607 20250915 ... 71560 71560 BC
23 23 BC2608 20250915 ... 71550 71550 BC
24 24 AL2509 20250915 ... 21000 21040 AL
25 25 AL2510 20250915 ... 21045 21030 AL
26 26 AL2511 20250915 ... 21045 21020 AL
27 27 AL2512 20250915 ... 21015 20975 AL
28 28 AL2601 20250915 ... 20985 20935 AL
29 29 AL2602 20250915 ... 20970 20925 AL
30 30 AL2603 20250915 ... 20980 20925 AL
31 31 AL2604 20250915 ... 21000 20940 AL
32 32 AL2605 20250915 ... 21005 20980 AL
33 33 AL2606 20250915 ... 21015 20975 AL
34 34 AL2607 20250915 ... 20990 20970 AL
35 35 AL2608 20250915 ... 20985 20965 AL
36 36 ZN2509 20250915 ... 22240 22240 ZN
37 37 ZN2510 20250915 ... 22305 22280 ZN
38 38 ZN2511 20250915 ... 22320 22295 ZN
39 39 ZN2512 20250915 ... 22335 22310 ZN
40 40 ZN2601 20250915 ... 22345 22335 ZN
41 41 ZN2602 20250915 ... 22360 22340 ZN
42 42 ZN2603 20250915 ... 22375 22345 ZN
43 43 ZN2604 20250915 ... 22400 22375 ZN
44 44 ZN2605 20250915 ... 22405 22400 ZN
45 45 ZN2606 20250915 ... 22420 22410 ZN
46 46 ZN2607 20250915 ... 22420 22370 ZN
47 47 ZN2608 20250915 ... 22440 22390 ZN
48 48 PB2509 20250915 ... 17170 16860 PB
49 49 PB2510 20250915 ... 17120 16965 PB
50 50 PB2511 20250915 ... 17140 16985 PB
51 51 PB2512 20250915 ... 17155 16975 PB
52 52 PB2601 20250915 ... 17155 16965 PB
53 53 PB2602 20250915 ... 17180 17045 PB
54 54 PB2603 20250915 ... 17190 16945 PB
55 55 PB2604 20250915 ... 17205 17065 PB
56 56 PB2605 20250915 ... 17175 17175 PB
57 57 PB2606 20250915 ... 17105 16935 PB
58 58 PB2607 20250915 ... 17155 17005 PB
59 59 PB2608 20250915 ... 17210 17135 PB
60 60 NI2509 20250915 ... 123340 121270 NI
61 61 NI2510 20250915 ... 122170 121190 NI
62 62 NI2511 20250915 ... 122380 121470 NI
63 63 NI2512 20250915 ... 122580 121560 NI
64 64 NI2601 20250915 ... 122810 121840 NI
65 65 NI2602 20250915 ... 122970 122140 NI
66 66 NI2603 20250915 ... 123430 122210 NI
67 67 NI2604 20250915 ... 123800 122290 NI
68 68 NI2605 20250915 ... 123750 122460 NI
69 69 NI2606 20250915 ... 123960 122790 NI
70 70 NI2607 20250915 ... 124160 122790 NI
71 71 NI2608 20250915 ... 124390 123400 NI
72 72 SN2509 20250915 ... 273540 273970 SN
73 73 SN2510 20250915 ... 273890 272850 SN
74 74 SN2511 20250915 ... 273950 273260 SN
75 75 SN2512 20250915 ... 273810 273380 SN
76 76 SN2601 20250915 ... 274030 273380 SN
77 77 SN2602 20250915 ... 273700 273590 SN
78 78 SN2603 20250915 ... 274260 273110 SN
79 79 SN2604 20250915 ... 274510 273390 SN
80 80 SN2605 20250915 ... 274580 273940 SN
81 81 SN2606 20250915 ... 274940 274310 SN
82 82 SN2607 20250915 ... 275260 273480 SN
83 83 SN2608 20250915 ... 275630 274950 SN
84 84 AO2509 20250915 ... 2875 2875 AO
85 85 AO2510 20250915 ... 2907 2904 AO
86 86 AO2511 20250915 ... 2910 2908 AO
87 87 AO2512 20250915 ... 2918 2917 AO
88 88 AO2601 20250915 ... 2926 2922 AO
89 89 AO2602 20250915 ... 2935 2928 AO
90 90 AO2603 20250915 ... 3002 2995 AO
91 91 AO2604 20250915 ... 3009 3004 AO
92 92 AO2605 20250915 ... 3015 3010 AO
93 93 AO2606 20250915 ... 3021 3019 AO
94 94 AO2607 20250915 ... 3031 3035 AO
95 95 AO2608 20250915 ... 3035 3040 AO
96 96 AD2511 20250915 ... 20580 20570 AD
97 97 AD2512 20250915 ... 20600 20580 AD
98 98 AD2601 20250915 ... 20630 20570 AD
99 99 AD2602 20250915 ... 20620 20545 AD
100 100 AD2603 20250915 ... 20475 20475 AD
101 101 AD2604 20250915 ... 20485 20490 AD
102 102 AD2605 20250915 ... 20520 20455 AD
103 103 AD2606 20250915 ... 20455 20155 AD
104 104 AD2607 20250915 ... 20445 20425 AD
105 105 AD2608 20250915 ... 20515 20515 AD
106 106 AU2509 20250915 ... 820.82 832.5 AU
107 107 AU2510 20250915 ... 832.56 830.74 AU
108 108 AU2511 20250915 ... 833.64 832.94 AU
109 109 AU2512 20250915 ... 834.9 833.42 AU
110 110 AU2602 20250915 ... 837.12 835.4 AU
111 111 AU2604 20250915 ... 839.42 837.78 AU
112 112 AU2606 20250915 ... 841.46 840.26 AU
113 113 AU2608 20250915 ... 844.46 842.2 AU
114 114 AG2509 20250915 ... 9956 9865 AG
115 115 AG2510 20250915 ... 10028 9930 AG
116 116 AG2511 20250915 ... 10038 9944 AG
117 117 AG2512 20250915 ... 10052 9963 AG
118 118 AG2601 20250915 ... 10064 9965 AG
119 119 AG2602 20250915 ... 10075 9975 AG
120 120 AG2603 20250915 ... 10083 10002 AG
121 121 AG2604 20250915 ... 10097 10007 AG
122 122 AG2605 20250915 ... 10115 10035 AG
123 123 AG2606 20250915 ... 10126 10038 AG
124 124 AG2607 20250915 ... 10144 10051 AG
125 125 AG2608 20250915 ... 10159 10068 AG
126 126 RB2509 20250915 ... 2941 2941 RB
127 127 RB2510 20250915 ... 3037 3017 RB
128 128 RB2511 20250915 ... 3055 3035 RB
129 129 RB2512 20250915 ... 3102 3089 RB
130 130 RB2601 20250915 ... 3127 3107 RB
131 131 RB2602 20250915 ... 3135 3112 RB
132 132 RB2603 20250915 ... 3157 3122 RB
133 133 RB2604 20250915 ... 3171 3148 RB
134 134 RB2605 20250915 ... 3192 3163 RB
135 135 RB2606 20250915 ... 3207 3180 RB
136 136 RB2607 20250915 ... 3227 3200 RB
137 137 RB2608 20250915 ... 3235 3207 RB
138 138 WR2509 20250915 ... 3342 3342 WR
139 139 WR2510 20250915 ... 3289 3276 WR
140 140 WR2511 20250915 ... 3302 3302 WR
141 141 WR2512 20250915 ... 3324 3324 WR
142 142 WR2601 20250915 ... 3350 3366 WR
143 143 WR2602 20250915 ... 3358 3358 WR
144 144 WR2603 20250915 ... 3338 3338 WR
145 145 WR2604 20250915 ... 3389 3389 WR
146 146 WR2605 20250915 ... 3414 3414 WR
147 147 WR2606 20250915 ... 3372 3372 WR
148 148 WR2607 20250915 ... 3390 3390 WR
149 149 WR2608 20250915 ... 3399 3399 WR
150 150 HC2509 20250915 ... 3396 3396 HC
151 151 HC2510 20250915 ... 3393 3374 HC
152 152 HC2511 20250915 ... 3379 3361 HC
153 153 HC2512 20250915 ... 3372 3360 HC
154 154 HC2601 20250915 ... 3360 3341 HC
155 155 HC2602 20250915 ... 3362 3338 HC
156 156 HC2603 20250915 ... 3363 3343 HC
157 157 HC2604 20250915 ... 3365 3346 HC
158 158 HC2605 20250915 ... 3364 3345 HC
159 159 HC2606 20250915 ... 3369 3341 HC
160 160 HC2607 20250915 ... 3371 3356 HC
161 161 HC2608 20250915 ... 3377 3351 HC
162 162 SS2509 20250915 ... 12800 12800 SS
163 163 SS2510 20250915 ... 12915 12830 SS
164 164 SS2511 20250915 ... 13005 12915 SS
165 165 SS2512 20250915 ... 13045 12955 SS
166 166 SS2601 20250915 ... 13115 13010 SS
167 167 SS2602 20250915 ... 13130 13015 SS
168 168 SS2603 20250915 ... 13205 13130 SS
169 169 SS2604 20250915 ... 13235 13140 SS
170 170 SS2605 20250915 ... 13365 13290 SS
171 171 SS2606 20250915 ... 13425 13305 SS
172 172 SS2607 20250915 ... 13505 13370 SS
173 173 SS2608 20250915 ... 13515 13430 SS
174 174 SC2510 20250915 ... 488 479.2 SC
175 175 SC2511 20250915 ... 488.5 480.5 SC
176 176 SC2512 20250915 ... 487.6 479.5 SC
177 177 SC2601 20250915 ... 487.5 479 SC
178 178 SC2602 20250915 ... 487 478.4 SC
179 179 SC2603 20250915 ... 486.6 477.8 SC
180 180 SC2604 20250915 ... 485.9 477.4 SC
181 181 SC2605 20250915 ... 485.9 477.3 SC
182 182 SC2606 20250915 ... 485.8 476.6 SC
183 183 SC2607 20250915 ... 486.1 475.9 SC
184 184 SC2608 20250915 ... 482.4 474.7 SC
185 185 SC2609 20250915 ... 481.8 473 SC
186 186 SC2612 20250915 ... 475.4 472.6 SC
187 187 SC2703 20250915 ... 474.6 469.2 SC
188 188 SC2706 20250915 ... 474.7 470 SC
189 189 SC2709 20250915 ... 473.2 470 SC
190 190 SC2712 20250915 ... 472.1 466.6 SC
191 191 SC2803 20250915 ... 471.1 468.2 SC
192 192 SC2806 20250915 ... 466.7 462.8 SC
193 193 SC2809 20250915 ... 469 462 SC
194 194 LU2510 20250915 ... 3332 3261 LU
195 195 LU2511 20250915 ... 3353 3288 LU
196 196 LU2512 20250915 ... 3346 3276 LU
197 197 LU2601 20250915 ... 3343 3285 LU
198 198 LU2602 20250915 ... 3333 3283 LU
199 199 LU2603 20250915 ... 3328 3276 LU
200 200 LU2604 20250915 ... 3323 3257 LU
201 201 LU2605 20250915 ... 3318 3274 LU
202 202 LU2606 20250915 ... 3317 3271 LU
203 203 LU2607 20250915 ... 3312 3265 LU
204 204 LU2608 20250915 ... 3320 3261 LU
205 205 LU2609 20250915 ... 3308 3260 LU
206 206 FU2510 20250915 ... 2820 2776 FU
207 207 FU2511 20250915 ... 2818 2768 FU
208 208 FU2512 20250915 ... 2801 2745 FU
209 209 FU2601 20250915 ... 2787 2733 FU
210 210 FU2602 20250915 ... 2777 2718 FU
211 211 FU2603 20250915 ... 2764 2714 FU
212 212 FU2604 20250915 ... 2755 2712 FU
213 213 FU2605 20250915 ... 2744 2698 FU
214 214 FU2606 20250915 ... 2736 2694 FU
215 215 FU2607 20250915 ... 2722 2687 FU
216 216 FU2608 20250915 ... 2717 2681 FU
217 217 FU2609 20250915 ... 2695 2664 FU
218 218 BU2509 20250915 ... 3306 3423 BU
219 219 BU2510 20250915 ... 3416 3421 BU
220 220 BU2511 20250915 ... 3398 3403 BU
221 221 BU2512 20250915 ... 3363 3359 BU
222 222 BU2601 20250915 ... 3344 3338 BU
223 223 BU2602 20250915 ... 3343 3336 BU
224 224 BU2603 20250915 ... 3347 3340 BU
225 225 BU2604 20250915 ... 3338 3308 BU
226 226 BU2605 20250915 ... 3344 3334 BU
227 227 BU2606 20250915 ... 3344 3329 BU
228 228 BU2607 20250915 ... 3339 3339 BU
229 229 BU2608 20250915 ... 3321 3320 BU
230 230 BU2609 20250915 ... 3331 3322 BU
231 231 BU2612 20250915 ... 3296 3281 BU
232 232 BU2703 20250915 ... 3307 3289 BU
233 233 BU2706 20250915 ... 3308 3292 BU
234 234 BR2509 20250915 ... 11675 11675 BR
235 235 BR2510 20250915 ... 11630 11575 BR
236 236 BR2511 20250915 ... 11590 11545 BR
237 237 BR2512 20250915 ... 11595 11525 BR
238 238 BR2601 20250915 ... 11600 11540 BR
239 239 BR2602 20250915 ... 11570 11685 BR
240 240 BR2603 20250915 ... 11585 11570 BR
241 241 BR2604 20250915 ... 11690 11615 BR
242 242 BR2605 20250915 ... 11675 11640 BR
243 243 BR2606 20250915 ... 11725 11715 BR
244 244 BR2607 20250915 ... 11845 11715 BR
245 245 BR2608 20250915 ... 11770 11705 BR
246 246 RU2509 20250915 ... 14940 14835 RU
247 247 RU2510 20250915 ... 14980 14910 RU
248 248 RU2511 20250915 ... 14935 14880 RU
249 249 RU2601 20250915 ... 15870 15810 RU
250 250 RU2603 20250915 ... 15905 15790 RU
251 251 RU2604 20250915 ... 15840 15770 RU
252 252 RU2605 20250915 ... 15845 15835 RU
253 253 RU2606 20250915 ... 15865 15925 RU
254 254 RU2607 20250915 ... 15870 15865 RU
255 255 RU2608 20250915 ... 16065 15970 RU
256 256 NR2509 20250915 ... 12645 12645 NR
257 257 NR2510 20250915 ... 12555 12495 NR
258 258 NR2511 20250915 ... 12595 12545 NR
259 259 NR2512 20250915 ... 12645 12590 NR
260 260 NR2601 20250915 ... 12665 12615 NR
261 261 NR2602 20250915 ... 12700 12645 NR
262 262 NR2603 20250915 ... 12690 12630 NR
263 263 NR2604 20250915 ... 12710 12675 NR
264 264 NR2605 20250915 ... 12740 12695 NR
265 265 NR2606 20250915 ... 12635 12580 NR
266 266 NR2607 20250915 ... 12650 12640 NR
267 267 NR2608 20250915 ... 12685 12685 NR
268 268 SP2509 20250915 ... 4952 4926 SP
269 269 SP2510 20250915 ... 4992 4964 SP
270 270 SP2511 20250915 ... 5024 4988 SP
271 271 SP2512 20250915 ... 5042 5004 SP
272 272 SP2601 20250915 ... 5308 5276 SP
273 273 SP2602 20250915 ... 5286 5262 SP
274 274 SP2603 20250915 ... 5300 5272 SP
275 275 SP2604 20250915 ... 5316 5278 SP
276 276 SP2605 20250915 ... 5314 5290 SP
277 277 SP2606 20250915 ... 5322 5290 SP
278 278 SP2607 20250915 ... 5332 5294 SP
279 279 SP2608 20250915 ... 5330 5296 SP
280 280 OP2601 20250915 ... 4214 4220 OP
281 281 OP2602 20250915 ... 4214 4202 OP
282 282 OP2603 20250915 ... 4226 4228 OP
283 283 OP2604 20250915 ... 4250 4250 OP
284 284 OP2605 20250915 ... 4222 4248 OP
285 285 OP2606 20250915 ... 4216 4222 OP
286 286 OP2607 20250915 ... 4240 4256 OP
287 287 OP2608 20250915 ... 4256 4250 OP
288 288 EC2510 20250915 ... 1170.9 1181.6 EC
289 289 EC2512 20250915 ... 1640.3 1594.5 EC
290 290 EC2602 20250915 ... 1521 1490.3 EC
291 291 EC2604 20250915 ... 1250.1 1235.6 EC
292 292 EC2606 20250915 ... 1425.3 1412.9 EC
293 293 EC2608 20250915 ... 1596.5 1580.3 EC
294 294 SC_TAS2510 20250915 ... SC_TAS
295 295 SC_TAS2511 20250915 ... SC_TAS
296 296 SC_TAS2512 20250915 ... SC_TAS
297 297 SC_TAS2601 20250915 ... SC_TAS
[298 rows x 13 columns]
2025-09-22 18:26:00,556 - future_1d - INFO - ak.get_shfe_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 a2511 20250915 3958.00 ... 3942.00 3956.00 A
1 a2601 20250915 3956.00 ... 3941.00 3956.00 A
2 a2603 20250915 3965.00 ... 3943.00 3963.00 A
3 a2605 20250915 3998.00 ... 3993.00 4002.00 A
4 a2607 20250915 4008.00 ... 3992.00 4006.00 A
5 a2609 20250915 4102.00 ... 4017.00 4006.00 A
6 b2510 20250915 3743.00 ... 3700.00 3726.00 B
7 b2511 20250915 3761.00 ... 3737.00 3760.00 B
8 b2512 20250915 3788.00 ... 3769.00 3787.00 B
9 b2601 20250915 3781.00 ... 3758.00 3785.00 B
10 b2602 20250915 3765.00 ... 3737.00 3765.00 B
11 b2603 20250915 3713.00 ... 3696.00 3713.00 B
12 b2604 20250915 3598.00 ... 3581.00 3598.00 B
13 b2605 20250915 3523.00 ... 3514.00 3518.00 B
14 b2606 20250915 3489.00 ... 3482.00 3487.00 B
15 b2607 20250915 3491.00 ... 3482.00 3487.00 B
16 b2608 20250915 3592.00 ... 3581.00 3588.00 B
17 b2609 20250915 3633.00 ... 3610.00 3588.00 B
18 bb2511 20250915 141.85 ... 142.05 141.95 BB
19 bb2601 20250915 146.50 ... 146.60 146.80 BB
20 bb2603 20250915 147.00 ... 146.80 146.90 BB
21 bb2605 20250915 0.00 ... 141.85 141.90 BB
22 bb2607 20250915 0.00 ... 146.65 146.70 BB
23 bb2609 20250915 0.00 ... 146.65 146.70 BB
24 bz2603 20250915 6015.00 ... 6021.00 5989.00 BZ
25 bz2604 20250915 5983.00 ... 6007.00 5953.00 BZ
26 bz2605 20250915 6028.00 ... 6039.00 6011.00 BZ
27 bz2606 20250915 6008.00 ... 6008.00 5953.00 BZ
28 bz2607 20250915 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250915 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250915 2199.00 ... 2178.00 2199.00 C
31 c2601 20250915 2170.00 ... 2159.00 2169.00 C
32 c2603 20250915 2184.00 ... 2176.00 2185.00 C
33 c2605 20250915 2239.00 ... 2232.00 2238.00 C
34 c2607 20250915 2253.00 ... 2247.00 2255.00 C
35 c2609 20250915 2260.00 ... 2258.00 2255.00 C
36 cs2511 20250915 2478.00 ... 2457.00 2476.00 CS
37 cs2601 20250915 2488.00 ... 2481.00 2493.00 CS
38 cs2603 20250915 2497.00 ... 2490.00 2502.00 CS
39 cs2605 20250915 2582.00 ... 2574.00 2584.00 CS
40 cs2607 20250915 2581.00 ... 2581.00 2588.00 CS
41 cs2609 20250915 0.00 ... 2588.00 2588.00 CS
42 eb2509 20250915 6589.00 ... 6789.00 6962.00 EB
43 eb2510 20250915 7073.00 ... 7072.00 7027.00 EB
44 eb2511 20250915 7082.00 ... 7083.00 7040.00 EB
45 eb2512 20250915 7091.00 ... 7093.00 7045.00 EB
46 eb2601 20250915 7111.00 ... 7116.00 7069.00 EB
47 eb2602 20250915 7134.00 ... 7142.00 7093.00 EB
48 eb2603 20250915 7166.00 ... 7183.00 7127.00 EB
49 eb2604 20250915 7216.00 ... 7214.00 7158.00 EB
50 eb2605 20250915 7208.00 ... 7226.00 7177.00 EB
51 eb2606 20250915 0.00 ... 7169.00 7169.00 EB
52 eb2607 20250915 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250915 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250915 4374.00 ... 4338.00 4408.00 EG
55 eg2510 20250915 4322.00 ... 4308.00 4308.00 EG
56 eg2511 20250915 4298.00 ... 4274.00 4270.00 EG
57 eg2512 20250915 4278.00 ... 4268.00 4269.00 EG
58 eg2601 20250915 4285.00 ... 4277.00 4279.00 EG
59 eg2602 20250915 4267.00 ... 4269.00 4286.00 EG
60 eg2603 20250915 4281.00 ... 4278.00 4288.00 EG
61 eg2604 20250915 4312.00 ... 4317.00 4313.00 EG
62 eg2605 20250915 4335.00 ... 4327.00 4326.00 EG
63 eg2606 20250915 4322.00 ... 4332.00 4333.00 EG
64 eg2607 20250915 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250915 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250915 1266.50 ... 1266.50 1268.50 FB
67 fb2511 20250915 1260.50 ... 1257.50 1261.50 FB
68 fb2512 20250915 1261.00 ... 1263.00 1258.50 FB
69 fb2601 20250915 1253.00 ... 1255.00 1253.50 FB
70 fb2602 20250915 1254.00 ... 1249.00 1247.00 FB
71 fb2603 20250915 1254.50 ... 1249.00 1249.00 FB
72 fb2604 20250915 0.00 ... 1254.50 1254.50 FB
73 fb2605 20250915 1301.50 ... 1301.50 1318.50 FB
74 fb2606 20250915 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250915 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250915 1285.00 ... 1285.00 1296.00 FB
77 fb2609 20250915 0.00 ... 1296.00 1296.00 FB
78 i2510 20250915 818.00 ... 818.50 817.50 I
79 i2511 20250915 814.00 ... 810.50 811.00 I
80 i2512 20250915 808.50 ... 805.00 805.50 I
81 i2601 20250915 799.00 ... 797.00 798.50 I
82 i2602 20250915 797.50 ... 791.50 793.50 I
83 i2603 20250915 792.00 ... 786.00 788.00 I
84 i2604 20250915 788.00 ... 782.00 783.50 I
85 i2605 20250915 777.00 ... 775.00 776.50 I
86 i2606 20250915 775.00 ... 769.50 771.00 I
87 i2607 20250915 769.50 ... 765.50 766.50 I
88 i2608 20250915 765.50 ... 761.50 761.50 I
89 i2609 20250915 761.00 ... 757.50 761.50 I
90 j2510 20250915 1546.50 ... 1564.50 1521.50 J
91 j2511 20250915 1579.00 ... 1600.00 1550.00 J
92 j2512 20250915 1615.00 ... 1629.50 1595.50 J
93 j2601 20250915 1628.50 ... 1664.50 1614.00 J
94 j2602 20250915 1657.50 ... 1684.00 1637.50 J
95 j2603 20250915 0.00 ... 1689.50 1658.00 J
96 j2604 20250915 0.00 ... 1758.00 1728.00 J
97 j2605 20250915 1772.00 ... 1809.00 1749.50 J
98 j2606 20250915 1799.00 ... 1806.00 1758.00 J
99 j2607 20250915 1791.50 ... 1810.00 1763.50 J
100 j2608 20250915 1812.00 ... 1817.50 1763.00 J
101 j2609 20250915 1805.50 ... 1845.00 1763.00 J
102 jd2509 20250915 3230.00 ... 3230.00 3201.00 JD
103 jd2510 20250915 3080.00 ... 3121.00 3038.00 JD
104 jd2511 20250915 3091.00 ... 3140.00 3048.00 JD
105 jd2512 20250915 3200.00 ... 3241.00 3175.00 JD
106 jd2601 20250915 3359.00 ... 3377.00 3352.00 JD
107 jd2602 20250915 3103.00 ... 3117.00 3103.00 JD
108 jd2603 20250915 3109.00 ... 3127.00 3116.00 JD
109 jd2604 20250915 3299.00 ... 3294.00 3298.00 JD
110 jd2605 20250915 3410.00 ... 3389.00 3429.00 JD
111 jd2606 20250915 3244.00 ... 3206.00 3251.00 JD
112 jd2607 20250915 3481.00 ... 3452.00 3482.00 JD
113 jd2608 20250915 3918.00 ... 3903.00 3919.00 JD
114 jm2510 20250915 994.00 ... 993.50 979.00 JM
115 jm2511 20250915 1037.50 ... 1054.00 1031.00 JM
116 jm2512 20250915 1089.00 ... 1115.50 1085.00 JM
117 jm2601 20250915 1147.50 ... 1172.00 1137.50 JM
118 jm2602 20250915 1170.00 ... 1200.00 1164.00 JM
119 jm2603 20250915 1188.50 ... 1222.50 1183.50 JM
120 jm2604 20250915 1208.00 ... 1240.00 1202.50 JM
121 jm2605 20250915 1228.00 ... 1264.50 1220.50 JM
122 jm2606 20250915 1247.50 ... 1274.50 1235.00 JM
123 jm2607 20250915 1258.00 ... 1279.00 1246.00 JM
124 jm2608 20250915 1276.00 ... 1290.00 1255.00 JM
125 jm2609 20250915 1276.50 ... 1292.00 1255.00 JM
126 l2510 20250915 7197.00 ... 7134.00 7138.00 L
127 l2511 20250915 7173.00 ... 7170.00 7157.00 L
128 l2512 20250915 7191.00 ... 7198.00 7168.00 L
129 l2601 20250915 7199.00 ... 7202.00 7174.00 L
130 l2602 20250915 7188.00 ... 7197.00 7165.00 L
131 l2603 20250915 7188.00 ... 7201.00 7166.00 L
132 l2604 20250915 7213.00 ... 7239.00 7200.00 L
133 l2605 20250915 7203.00 ... 7212.00 7185.00 L
134 l2606 20250915 7197.00 ... 7256.00 7228.00 L
135 l2607 20250915 7231.00 ... 7244.00 7202.00 L
136 l2608 20250915 7232.00 ... 7235.00 7221.00 L
137 l2609 20250915 7230.00 ... 7259.00 7221.00 L
138 lg2509 20250915 761.50 ... 761.00 764.00 LG
139 lg2511 20250915 798.50 ... 799.50 800.00 LG
140 lg2601 20250915 813.50 ... 817.50 813.50 LG
141 lg2603 20250915 815.50 ... 824.00 820.00 LG
142 lg2605 20250915 823.50 ... 829.50 826.50 LG
143 lg2607 20250915 831.00 ... 834.00 829.00 LG
144 lh2509 20250915 13100.00 ... 13100.00 13090.00 LH
145 lh2511 20250915 13150.00 ... 13200.00 13310.00 LH
146 lh2601 20250915 13675.00 ... 13660.00 13725.00 LH
147 lh2603 20250915 12995.00 ... 13005.00 13030.00 LH
148 lh2605 20250915 13555.00 ... 13510.00 13555.00 LH
149 lh2607 20250915 14320.00 ... 14220.00 14310.00 LH
150 m2511 20250915 3052.00 ... 3022.00 3057.00 M
151 m2512 20250915 3093.00 ... 3072.00 3102.00 M
152 m2601 20250915 3080.00 ... 3051.00 3087.00 M
153 m2603 20250915 3011.00 ... 2992.00 3010.00 M
154 m2605 20250915 2816.00 ... 2810.00 2815.00 M
155 m2607 20250915 2796.00 ... 2788.00 2792.00 M
156 m2608 20250915 2920.00 ... 2915.00 2916.00 M
157 m2609 20250915 2943.00 ... 2922.00 2916.00 M
158 p2510 20250915 9290.00 ... 9310.00 9270.00 P
159 p2511 20250915 9300.00 ... 9332.00 9298.00 P
160 p2512 20250915 9318.00 ... 9348.00 9318.00 P
161 p2601 20250915 9336.00 ... 9370.00 9342.00 P
162 p2602 20250915 9288.00 ... 9298.00 9288.00 P
163 p2603 20250915 9262.00 ... 9280.00 9262.00 P
164 p2604 20250915 9180.00 ... 9218.00 9204.00 P
165 p2605 20250915 9092.00 ... 9132.00 9106.00 P
166 p2606 20250915 9014.00 ... 9042.00 9030.00 P
167 p2607 20250915 8938.00 ... 8958.00 8932.00 P
168 p2608 20250915 8850.00 ... 8884.00 8872.00 P
169 p2609 20250915 8840.00 ... 8862.00 8872.00 P
170 pg2509 20250915 3779.00 ... 3779.00 3750.00 PG
171 pg2510 20250915 4488.00 ... 4513.00 4446.00 PG
172 pg2511 20250915 4445.00 ... 4455.00 4401.00 PG
173 pg2512 20250915 4374.00 ... 4387.00 4340.00 PG
174 pg2601 20250915 4303.00 ... 4320.00 4278.00 PG
175 pg2602 20250915 4231.00 ... 4249.00 4211.00 PG
176 pg2603 20250915 4142.00 ... 4160.00 4122.00 PG
177 pg2604 20250915 4500.00 ... 4499.00 4467.00 PG
178 pg2605 20250915 4382.00 ... 4411.00 4383.00 PG
179 pg2606 20250915 4343.00 ... 4345.00 4305.00 PG
180 pg2607 20250915 4286.00 ... 4285.00 4251.00 PG
181 pg2608 20250915 4225.00 ... 4225.00 4187.00 PG
182 pp2510 20250915 6845.00 ... 6848.00 6818.00 PP
183 pp2511 20250915 6881.00 ... 6882.00 6852.00 PP
184 pp2512 20250915 6912.00 ... 6918.00 6884.00 PP
185 pp2601 20250915 6933.00 ... 6946.00 6910.00 PP
186 pp2602 20250915 6916.00 ... 6928.00 6891.00 PP
187 pp2603 20250915 6892.00 ... 6933.00 6880.00 PP
188 pp2604 20250915 6923.00 ... 6949.00 6908.00 PP
189 pp2605 20250915 6964.00 ... 6969.00 6932.00 PP
190 pp2606 20250915 6903.00 ... 6940.00 6903.00 PP
191 pp2607 20250915 6899.00 ... 6925.00 6887.00 PP
192 pp2608 20250915 6916.00 ... 6894.00 6892.00 PP
193 pp2609 20250915 6944.00 ... 6958.00 6892.00 PP
194 rr2510 20250915 3599.00 ... 3593.00 3591.00 RR
195 rr2511 20250915 3602.00 ... 3600.00 3599.00 RR
196 rr2512 20250915 3600.00 ... 3601.00 3602.00 RR
197 rr2601 20250915 3614.00 ... 3622.00 3614.00 RR
198 rr2602 20250915 3606.00 ... 3606.00 3601.00 RR
199 rr2603 20250915 3609.00 ... 3613.00 3608.00 RR
200 rr2604 20250915 0.00 ... 3617.00 3617.00 RR
201 rr2605 20250915 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250915 3610.00 ... 3597.00 3604.00 RR
203 rr2607 20250915 3625.00 ... 3609.00 3625.00 RR
204 rr2608 20250915 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250915 0.00 ... 3614.00 3614.00 RR
206 v2510 20250915 4782.00 ... 4791.00 4763.00 V
207 v2511 20250915 4814.00 ... 4824.00 4794.00 V
208 v2512 20250915 4847.00 ... 4870.00 4829.00 V
209 v2601 20250915 4883.00 ... 4898.00 4871.00 V
210 v2602 20250915 4923.00 ... 4940.00 4914.00 V
211 v2603 20250915 4956.00 ... 4965.00 4950.00 V
212 v2604 20250915 5153.00 ... 5178.00 5135.00 V
213 v2605 20250915 5200.00 ... 5196.00 5172.00 V
214 v2606 20250915 5226.00 ... 5228.00 5196.00 V
215 v2607 20250915 5250.00 ... 5261.00 5236.00 V
216 v2608 20250915 5287.00 ... 5291.00 5265.00 V
217 v2609 20250915 5272.00 ... 5312.00 5265.00 V
218 y2511 20250915 8378.00 ... 8384.00 8368.00 Y
219 y2512 20250915 8386.00 ... 8404.00 8386.00 Y
220 y2601 20250915 8350.00 ... 8356.00 8336.00 Y
221 y2603 20250915 8252.00 ... 8274.00 8252.00 Y
222 y2605 20250915 8056.00 ... 8056.00 8030.00 Y
223 y2607 20250915 7990.00 ... 8010.00 8000.00 Y
224 y2608 20250915 8006.00 ... 8016.00 7984.00 Y
225 y2609 20250915 7982.00 ... 7998.00 7984.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:01,231 - future_1d - INFO - ak.get_dce_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 SC2510 20250915 486.6 ... 488 479.2 SC
1 SC2511 20250915 488.5 ... 488.5 480.5 SC
2 SC2512 20250915 488 ... 487.6 479.5 SC
3 SC2601 20250915 487.3 ... 487.5 479 SC
4 SC2602 20250915 486.6 ... 487 478.4 SC
5 SC2603 20250915 486.4 ... 486.6 477.8 SC
6 SC2604 20250915 486.1 ... 485.9 477.4 SC
7 SC2605 20250915 485.1 ... 485.9 477.3 SC
8 SC2606 20250915 485.8 ... 485.8 476.6 SC
9 SC2607 20250915 485 ... 486.1 475.9 SC
10 SC2608 20250915 483.3 ... 482.4 474.7 SC
11 SC2609 20250915 483.6 ... 481.8 473 SC
12 SC2612 20250915 ... 475.4 472.6 SC
13 SC2703 20250915 ... 474.6 469.2 SC
14 SC2706 20250915 ... 474.7 470 SC
15 SC2709 20250915 ... 473.2 470 SC
16 SC2712 20250915 ... 472.1 466.6 SC
17 SC2803 20250915 471.1 ... 471.1 468.2 SC
18 SC2806 20250915 466.7 ... 466.7 462.8 SC
19 SC2809 20250915 469 ... 469 462 SC
21 LU2510 20250915 3305 ... 3332 3261 LU
22 LU2511 20250915 3365 ... 3353 3288 LU
23 LU2512 20250915 3350 ... 3346 3276 LU
24 LU2601 20250915 3311 ... 3343 3285 LU
25 LU2602 20250915 3299 ... 3333 3283 LU
26 LU2603 20250915 3324 ... 3328 3276 LU
27 LU2604 20250915 3320 ... 3323 3257 LU
28 LU2605 20250915 3317 ... 3318 3274 LU
29 LU2606 20250915 3313 ... 3317 3271 LU
30 LU2607 20250915 3281 ... 3312 3265 LU
31 LU2608 20250915 3320 ... 3320 3261 LU
32 LU2609 20250915 3265 ... 3308 3260 LU
34 NR2509 20250915 ... 12645 12645 NR
35 NR2510 20250915 12540 ... 12555 12495 NR
36 NR2511 20250915 12600 ... 12595 12545 NR
37 NR2512 20250915 12650 ... 12645 12590 NR
38 NR2601 20250915 12665 ... 12665 12615 NR
39 NR2602 20250915 12690 ... 12700 12645 NR
40 NR2603 20250915 12700 ... 12690 12630 NR
41 NR2604 20250915 12690 ... 12710 12675 NR
42 NR2605 20250915 12615 ... 12740 12695 NR
43 NR2606 20250915 ... 12635 12580 NR
44 NR2607 20250915 ... 12650 12640 NR
45 NR2608 20250915 ... 12685 12685 NR
47 BC2509 20250915 ... 70500 70500 BC
48 BC2510 20250915 71750 ... 71780 71640 BC
49 BC2511 20250915 71920 ... 71830 71660 BC
50 BC2512 20250915 71680 ... 71910 71670 BC
51 BC2601 20250915 ... 72000 72000 BC
52 BC2602 20250915 ... 71650 71650 BC
53 BC2603 20250915 ... 72000 72000 BC
54 BC2604 20250915 ... 71550 71500 BC
55 BC2605 20250915 ... 71550 71350 BC
56 BC2606 20250915 ... 71500 71450 BC
57 BC2607 20250915 ... 71560 71560 BC
58 BC2608 20250915 ... 71550 71550 BC
60 EC2510 20250915 1150 ... 1170.9 1181.6 EC
61 EC2512 20250915 1605 ... 1640.3 1594.5 EC
62 EC2602 20250915 1496.9 ... 1521 1490.3 EC
63 EC2604 20250915 1240.3 ... 1250.1 1235.6 EC
64 EC2606 20250915 1403.6 ... 1425.3 1412.9 EC
65 EC2608 20250915 1583.2 ... 1596.5 1580.3 EC
68 SC_TAS2510 20250915 ... SC_TAS
69 SC_TAS2511 20250915 ... SC_TAS
70 SC_TAS2512 20250915 ... SC_TAS
71 SC_TAS2601 20250915 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 18:26:01,336 - future_1d - INFO - ak.get_ine_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 IC2509 20250915 7158.200 ... 7125.800 7152.400 IC
1 IC2510 20250915 7111.000 ... 7062.800 7100.000 IC
2 IC2512 20250915 7030.200 ... 6951.400 7000.400 IC
3 IC2603 20250915 6873.000 ... 6791.200 6849.400 IC
4 IF2509 20250915 4533.000 ... 4528.000 4525.800 IF
5 IF2510 20250915 4529.800 ... 4518.800 4517.600 IF
6 IF2512 20250915 4506.800 ... 4496.400 4499.200 IF
7 IF2603 20250915 4489.400 ... 4470.800 4478.800 IF
8 IH2509 20250915 2972.000 ... 2961.200 2969.800 IH
9 IH2510 20250915 2974.000 ... 2960.800 2969.800 IH
10 IH2512 20250915 2978.000 ... 2962.400 2971.200 IH
11 IH2603 20250915 2978.400 ... 2964.200 2974.000 IH
12 IM2509 20250915 7420.000 ... 7386.400 7400.800 IM
13 IM2510 20250915 7366.600 ... 7317.000 7333.600 IM
14 IM2512 20250915 7184.600 ... 7161.400 7186.400 IM
15 IM2603 20250915 6995.000 ... 6951.200 6985.200 IM
16 T2512 20250915 107.690 ... 107.840 107.680 T
17 T2603 20250915 107.410 ... 107.525 107.385 T
18 T2606 20250915 107.210 ... 107.345 107.385 T
19 TF2512 20250915 105.580 ... 105.660 105.580 TF
20 TF2603 20250915 105.505 ... 105.540 105.470 TF
21 TF2606 20250915 105.465 ... 105.435 105.470 TF
22 TL2512 20250915 115.260 ... 115.480 115.160 TL
23 TL2603 20250915 114.960 ... 115.180 114.850 TL
24 TL2606 20250915 114.910 ... 115.100 114.850 TL
25 TS2512 20250915 102.366 ... 102.368 102.364 TS
26 TS2603 20250915 102.304 ... 102.312 102.294 TS
27 TS2606 20250915 102.260 ... 102.280 102.294 TS
[28 rows x 12 columns]
2025-09-22 18:26:01,660 - future_1d - INFO - ak.get_cffex_daily('2025-09-15') done
2025-09-22 18:26:03,435 - future_1d - INFO - save future_daily 2025-09-15 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250916 54525.0 ... 54925.0 53505.0 PS
1 PS2511 20250916 55600.0 ... 54630.0 53400.0 PS
2 PS2512 20250916 57990.0 ... 57220.0 55890.0 PS
3 PS2601 20250916 57100.0 ... 57135.0 55780.0 PS
4 PS2602 20250916 57880.0 ... 57140.0 55835.0 PS
5 PS2603 20250916 57885.0 ... 57205.0 55620.0 PS
6 PS2604 20250916 57915.0 ... 57330.0 55840.0 PS
7 PS2605 20250916 57085.0 ... 57310.0 55975.0 PS
8 PS2606 20250916 59000.0 ... 59625.0 58160.0 PS
9 PS2607 20250916 59810.0 ... 59850.0 58285.0 PS
10 PS2608 20250916 59100.0 ... 59695.0 58340.0 PS
11 PS2609 20250916 60425.0 ... 59740.0 57875.0 PS
13 SI2510 20250916 8905.0 ... 8950.0 8755.0 SI
14 SI2511 20250916 9000.0 ... 8970.0 8840.0 SI
15 SI2512 20250916 9500.0 ... 9360.0 9215.0 SI
16 SI2601 20250916 9350.0 ... 9350.0 9205.0 SI
17 SI2602 20250916 9285.0 ... 9385.0 9175.0 SI
18 SI2603 20250916 9340.0 ... 9355.0 9215.0 SI
19 SI2604 20250916 9360.0 ... 9360.0 9215.0 SI
20 SI2605 20250916 9365.0 ... 9370.0 9220.0 SI
21 SI2606 20250916 9385.0 ... 9350.0 9220.0 SI
22 SI2607 20250916 9390.0 ... 9355.0 9260.0 SI
23 SI2608 20250916 9520.0 ... 9380.0 9290.0 SI
24 SI2609 20250916 9440.0 ... 9345.0 9245.0 SI
27 LC2510 20250916 74000.0 ... 73500.0 72160.0 LC
28 LC2511 20250916 73900.0 ... 73620.0 72240.0 LC
29 LC2512 20250916 74440.0 ... 73920.0 72420.0 LC
30 LC2601 20250916 74500.0 ... 73800.0 72420.0 LC
31 LC2602 20250916 74580.0 ... 73720.0 72480.0 LC
32 LC2603 20250916 74500.0 ... 73660.0 72340.0 LC
33 LC2604 20250916 74560.0 ... 74280.0 72720.0 LC
34 LC2605 20250916 74100.0 ... 74240.0 72780.0 LC
35 LC2606 20250916 74860.0 ... 74280.0 72540.0 LC
36 LC2607 20250916 74000.0 ... 73980.0 72520.0 LC
37 LC2608 20250916 74060.0 ... 73740.0 72540.0 LC
38 LC2609 20250916 73920.0 ... 73900.0 72440.0 LC
[36 rows x 12 columns]
2025-09-22 18:26:09,319 - future_1d - INFO - ak.get_gfex_daily('2025-09-16') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250916 8431.0 8450.0 ... 47638.33 8421.0 8404.0 AP
1 AP511 20250916 8252.0 8252.0 ... 4879.68 8201.0 8213.0 AP
2 AP512 20250916 8223.0 8228.0 ... 1025.60 8205.0 8231.0 AP
3 AP601 20250916 8336.0 8336.0 ... 426432.76 8271.0 8310.0 AP
4 AP603 20250916 8176.0 8195.0 ... 416.21 8161.0 8220.0 AP
5 AP604 20250916 8165.0 8175.0 ... 73.50 8167.0 8215.0 AP
6 AP605 20250916 8261.0 8267.0 ... 2327.63 8225.0 8266.0 AP
7 CF511 20250916 13735.0 13805.0 ... 237565.10 13755.0 13740.0 CF
8 CF601 20250916 13875.0 13950.0 ... 1422412.34 13900.0 13885.0 CF
9 CF603 20250916 13835.0 13915.0 ... 1664.41 13870.0 13845.0 CF
10 CF605 20250916 13845.0 13910.0 ... 111549.27 13860.0 13850.0 CF
11 CF607 20250916 13845.0 13915.0 ... 1431.06 13895.0 13865.0 CF
12 CF609 20250916 13975.0 14060.0 ... 175.44 14035.0 13975.0 CF
13 CJ512 20250916 10855.0 10920.0 ... 3226.79 10790.0 10865.0 CJ
14 CJ601 20250916 10900.0 10950.0 ... 675279.37 10830.0 10905.0 CJ
15 CJ603 20250916 10935.0 10985.0 ... 10832.01 10860.0 10960.0 CJ
16 CJ605 20250916 11030.0 11080.0 ... 123247.95 10960.0 11040.0 CJ
17 CJ607 20250916 11180.0 11210.0 ... 1926.72 11105.0 11180.0 CJ
18 CJ609 20250916 11355.0 11400.0 ... 495.11 11250.0 11385.0 CJ
19 CY510 20250916 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250916 19855.0 20070.0 ... 120659.98 19965.0 19890.0 CY
21 CY512 20250916 19405.0 19405.0 ... 9.70 19405.0 19635.0 CY
22 CY601 20250916 19930.0 20020.0 ... 3157.64 19985.0 19910.0 CY
23 CY602 20250916 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250916 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250916 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250916 20195.0 20195.0 ... 20.17 20170.0 20065.0 CY
27 CY606 20250916 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250916 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250916 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250916 20940.0 20940.0 ... 30.81 20540.0 20160.0 CY
31 FG510 20250916 1100.0 1120.0 ... 28626.35 1109.0 1084.0 FG
32 FG511 20250916 1108.0 1127.0 ... 232450.33 1117.0 1092.0 FG
33 FG512 20250916 1220.0 1245.0 ... 116419.79 1234.0 1197.0 FG
34 FG601 20250916 1222.0 1249.0 ... 6281365.12 1236.0 1193.0 FG
35 FG602 20250916 1268.0 1296.0 ... 52701.41 1285.0 1239.0 FG
36 FG603 20250916 1270.0 1299.0 ... 2992.31 1290.0 1247.0 FG
37 FG604 20250916 1318.0 1347.0 ... 818.41 1337.0 1300.0 FG
38 FG605 20250916 1318.0 1347.0 ... 137737.04 1336.0 1296.0 FG
39 FG606 20250916 1348.0 1376.0 ... 1109.80 1367.0 1329.0 FG
40 FG607 20250916 1345.0 1370.0 ... 2596.69 1361.0 1324.0 FG
41 FG608 20250916 1359.0 1394.0 ... 2231.84 1385.0 1349.0 FG
42 FG609 20250916 1351.0 1393.0 ... 4226.76 1382.0 1341.0 FG
43 JR511 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250916 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250916 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250916 2297.0 2313.0 ... 13087.24 2298.0 2290.0 MA
52 MA511 20250916 2329.0 2342.0 ... 156365.92 2331.0 2318.0 MA
53 MA512 20250916 2372.0 2384.0 ... 96924.29 2376.0 2357.0 MA
54 MA601 20250916 2398.0 2408.0 ... 1248841.43 2394.0 2386.0 MA
55 MA602 20250916 2408.0 2423.0 ... 31872.10 2414.0 2394.0 MA
56 MA603 20250916 2425.0 2437.0 ... 315.69 2428.0 2411.0 MA
57 MA604 20250916 2428.0 2437.0 ... 58.39 2433.0 2401.0 MA
58 MA605 20250916 2407.0 2424.0 ... 82466.24 2412.0 2394.0 MA
59 MA606 20250916 2422.0 2423.0 ... 12.11 2422.0 2417.0 MA
60 MA607 20250916 2401.0 2409.0 ... 100.76 2399.0 2386.0 MA
61 MA608 20250916 2397.0 2402.0 ... 11.97 2394.0 2381.0 MA
62 MA609 20250916 2371.0 2396.0 ... 1193.43 2382.0 2371.0 MA
63 OI511 20250916 10096.0 10230.0 ... 559308.68 10154.0 10049.0 OI
64 OI601 20250916 9918.0 10063.0 ... 3499778.27 9981.0 9877.0 OI
65 OI603 20250916 9707.0 9828.0 ... 6705.93 9733.0 9697.0 OI
66 OI605 20250916 9517.0 9604.0 ... 224491.13 9516.0 9517.0 OI
67 OI607 20250916 9467.0 9559.0 ... 5254.93 9468.0 9478.0 OI
68 OI609 20250916 9438.0 9532.0 ... 3192.58 9446.0 9456.0 OI
69 PF510 20250916 6344.0 6408.0 ... 14417.59 6378.0 6366.0 PF
70 PF511 20250916 6340.0 6406.0 ... 643537.61 6380.0 6362.0 PF
71 PF512 20250916 6322.0 6384.0 ... 388107.66 6364.0 6340.0 PF
72 PF601 20250916 6374.0 6424.0 ... 28244.74 6400.0 6382.0 PF
73 PF602 20250916 6378.0 6430.0 ... 60187.29 6406.0 6390.0 PF
74 PF603 20250916 6392.0 6434.0 ... 51.36 6420.0 6394.0 PF
75 PF604 20250916 6428.0 6476.0 ... 25.81 6454.0 6444.0 PF
76 PF605 20250916 6474.0 6474.0 ... 9.69 6458.0 6460.0 PF
77 PF606 20250916 0.0 0.0 ... 0.00 6480.0 6480.0 PF
78 PF607 20250916 0.0 0.0 ... 0.00 6502.0 6502.0 PF
79 PF608 20250916 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250916 6580.0 6580.0 ... 6.58 6580.0 6504.0 PF
81 PK510 20250916 7808.0 7826.0 ... 20245.18 7800.0 7808.0 PK
82 PK511 20250916 7720.0 7812.0 ... 572845.33 7766.0 7752.0 PK
83 PK512 20250916 7762.0 7838.0 ... 190587.58 7798.0 7770.0 PK
84 PK601 20250916 7790.0 7840.0 ... 74875.55 7820.0 7798.0 PK
85 PK603 20250916 7828.0 7864.0 ... 188.23 7844.0 7834.0 PK
86 PK604 20250916 7856.0 7870.0 ... 35.38 7862.0 7846.0 PK
87 PK605 20250916 7854.0 7882.0 ... 5056.75 7864.0 7852.0 PK
88 PL601 20250916 6441.0 6483.0 ... 36887.25 6458.0 6434.0 PL
89 PL602 20250916 6498.0 6510.0 ... 181.48 6482.0 6457.0 PL
90 PL603 20250916 0.0 0.0 ... 0.00 6498.0 6498.0 PL
91 PL604 20250916 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250916 6419.0 6435.0 ... 38.57 6428.0 6397.0 PL
93 PL606 20250916 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250916 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250916 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250916 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250916 5844.0 5890.0 ... 2507.76 5866.0 5844.0 PR
104 PR511 20250916 5824.0 5888.0 ... 300113.97 5860.0 5838.0 PR
105 PR512 20250916 5840.0 5892.0 ... 196645.47 5866.0 5846.0 PR
106 PR601 20250916 5836.0 5888.0 ... 85588.42 5860.0 5844.0 PR
107 PR602 20250916 5880.0 5914.0 ... 159.20 5896.0 5880.0 PR
108 PR603 20250916 5890.0 5924.0 ... 115.18 5908.0 5874.0 PR
109 PR604 20250916 0.0 0.0 ... 0.00 5896.0 5890.0 PR
110 PR605 20250916 0.0 0.0 ... 0.00 5904.0 5904.0 PR
111 PR606 20250916 0.0 0.0 ... 0.00 5936.0 5920.0 PR
112 PR607 20250916 0.0 0.0 ... 0.00 5944.0 5936.0 PR
113 PR608 20250916 0.0 0.0 ... 0.00 5946.0 5934.0 PR
114 PR609 20250916 0.0 0.0 ... 0.00 5924.0 5920.0 PR
115 PX510 20250916 6802.0 6830.0 ... 9955.59 6804.0 6788.0 PX
116 PX511 20250916 6758.0 6832.0 ... 588431.51 6788.0 6762.0 PX
117 PX512 20250916 6732.0 6802.0 ... 184748.39 6758.0 6732.0 PX
118 PX601 20250916 6708.0 6770.0 ... 160816.95 6734.0 6712.0 PX
119 PX602 20250916 6702.0 6764.0 ... 33250.17 6728.0 6700.0 PX
120 PX603 20250916 6742.0 6742.0 ... 3.37 6742.0 6690.0 PX
121 PX604 20250916 6760.0 6760.0 ... 3.38 6760.0 6714.0 PX
122 PX605 20250916 6698.0 6750.0 ... 177.90 6714.0 6698.0 PX
123 PX606 20250916 0.0 0.0 ... 0.00 6698.0 6684.0 PX
124 PX607 20250916 6736.0 6736.0 ... 84.20 6736.0 6736.0 PX
125 PX608 20250916 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250916 6722.0 6722.0 ... 3.36 6722.0 6744.0 PX
127 RI511 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250916 2512.0 2545.0 ... 17263.52 2531.0 2516.0 RM
134 RM601 20250916 2504.0 2533.0 ... 714729.48 2517.0 2509.0 RM
135 RM603 20250916 2415.0 2433.0 ... 6123.34 2423.0 2417.0 RM
136 RM605 20250916 2394.0 2408.0 ... 95398.24 2400.0 2399.0 RM
137 RM607 20250916 2380.0 2393.0 ... 9153.32 2385.0 2384.0 RM
138 RM608 20250916 2478.0 2490.0 ... 484.36 2484.0 2484.0 RM
139 RM609 20250916 2468.0 2476.0 ... 575.67 2471.0 2472.0 RM
140 RS511 20250916 5303.0 5330.0 ... 47.75 5306.0 5253.0 RS
141 RS607 20250916 5581.0 5640.0 ... 111.09 5555.0 5546.0 RS
142 RS608 20250916 5586.0 5586.0 ... 133.35 5556.0 5563.0 RS
143 RS609 20250916 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250916 1226.0 1257.0 ... 28596.58 1244.0 1209.0 SA
145 SA511 20250916 1238.0 1270.0 ... 498157.01 1258.0 1224.0 SA
146 SA512 20250916 1305.0 1338.0 ... 318681.85 1324.0 1287.0 SA
147 SA601 20250916 1320.0 1352.0 ... 5275792.91 1337.0 1298.0 SA
148 SA602 20250916 1340.0 1379.0 ... 115822.53 1366.0 1327.0 SA
149 SA603 20250916 1345.0 1384.0 ... 5821.64 1369.0 1332.0 SA
150 SA604 20250916 1382.0 1422.0 ... 2327.09 1409.0 1372.0 SA
151 SA605 20250916 1385.0 1427.0 ... 215884.11 1415.0 1375.0 SA
152 SA606 20250916 1405.0 1433.0 ... 1656.73 1418.0 1389.0 SA
153 SA607 20250916 1397.0 1435.0 ... 3919.79 1420.0 1392.0 SA
154 SA608 20250916 1410.0 1450.0 ... 4517.40 1426.0 1408.0 SA
155 SA609 20250916 1416.0 1458.0 ... 11335.41 1443.0 1411.0 SA
156 SF510 20250916 5572.0 5604.0 ... 13665.49 5572.0 5488.0 SF
157 SF511 20250916 5764.0 5794.0 ... 606574.67 5752.0 5660.0 SF
158 SF512 20250916 5722.0 5754.0 ... 135265.68 5724.0 5622.0 SF
159 SF601 20250916 5722.0 5750.0 ... 229624.81 5716.0 5628.0 SF
160 SF602 20250916 5672.0 5706.0 ... 35318.60 5670.0 5586.0 SF
161 SF603 20250916 5864.0 5874.0 ... 38.06 5856.0 5760.0 SF
162 SF604 20250916 5854.0 5862.0 ... 32.17 5850.0 5726.0 SF
163 SF605 20250916 5820.0 5858.0 ... 3726.56 5824.0 5730.0 SF
164 SF606 20250916 5762.0 5820.0 ... 72.29 5784.0 5696.0 SF
165 SF607 20250916 5900.0 5952.0 ... 100.96 5940.0 5856.0 SF
166 SF608 20250916 5878.0 5908.0 ... 41.25 5894.0 5790.0 SF
167 SF609 20250916 5884.0 5910.0 ... 35.37 5896.0 5788.0 SF
168 SH510 20250916 2492.0 2529.0 ... 35619.56 2506.0 2511.0 SH
169 SH511 20250916 2523.0 2557.0 ... 607466.03 2535.0 2528.0 SH
170 SH512 20250916 2571.0 2602.0 ... 252676.23 2584.0 2561.0 SH
171 SH601 20250916 2576.0 2612.0 ... 2665136.55 2592.0 2566.0 SH
172 SH602 20250916 2599.0 2633.0 ... 125925.89 2614.0 2584.0 SH
173 SH603 20250916 2616.0 2651.0 ... 4414.34 2637.0 2603.0 SH
174 SH604 20250916 2663.0 2696.0 ... 337.72 2680.0 2649.0 SH
175 SH605 20250916 2656.0 2707.0 ... 24698.88 2689.0 2653.0 SH
176 SH606 20250916 2700.0 2715.0 ... 113.69 2707.0 2661.0 SH
177 SH607 20250916 2701.0 2705.0 ... 89.08 2699.0 2666.0 SH
178 SH608 20250916 2710.0 2710.0 ... 24.32 2702.0 2672.0 SH
179 SH609 20250916 2686.0 2716.0 ... 348.43 2701.0 2666.0 SH
180 SM510 20250916 5840.0 5884.0 ... 23489.15 5850.0 5792.0 SM
181 SM511 20250916 5934.0 5974.0 ... 506627.48 5940.0 5864.0 SM
182 SM512 20250916 5932.0 5982.0 ... 101306.79 5948.0 5880.0 SM
183 SM601 20250916 5950.0 5996.0 ... 656513.97 5962.0 5884.0 SM
184 SM602 20250916 5966.0 5994.0 ... 364998.35 5960.0 5876.0 SM
185 SM603 20250916 5970.0 6006.0 ... 337.32 5970.0 5900.0 SM
186 SM604 20250916 5984.0 5992.0 ... 8.98 5990.0 5926.0 SM
187 SM605 20250916 5990.0 6026.0 ... 14076.30 6000.0 5918.0 SM
188 SM606 20250916 6004.0 6018.0 ... 62.84 5986.0 5930.0 SM
189 SM607 20250916 5990.0 6032.0 ... 132.25 6012.0 5934.0 SM
190 SM608 20250916 6010.0 6042.0 ... 63.31 6030.0 5956.0 SM
191 SM609 20250916 6054.0 6062.0 ... 255.39 6010.0 5980.0 SM
192 SR511 20250916 5553.0 5572.0 ... 124230.82 5549.0 5546.0 SR
193 SR601 20250916 5557.0 5572.0 ... 1012615.35 5555.0 5545.0 SR
194 SR603 20250916 5537.0 5559.0 ... 2405.65 5543.0 5532.0 SR
195 SR605 20250916 5530.0 5548.0 ... 53655.44 5532.0 5521.0 SR
196 SR607 20250916 5530.0 5542.0 ... 2538.15 5530.0 5518.0 SR
197 SR609 20250916 5538.0 5555.0 ... 2782.47 5543.0 5530.0 SR
198 TA510 20250916 4646.0 4684.0 ... 33683.31 4662.0 4652.0 TA
199 TA511 20250916 4654.0 4700.0 ... 367365.00 4676.0 4664.0 TA
200 TA512 20250916 4668.0 4712.0 ... 190297.82 4692.0 4676.0 TA
201 TA601 20250916 4674.0 4716.0 ... 1501777.37 4692.0 4684.0 TA
202 TA602 20250916 4690.0 4726.0 ... 18753.38 4704.0 4694.0 TA
203 TA603 20250916 4726.0 4738.0 ... 40.07 4714.0 4708.0 TA
204 TA604 20250916 4736.0 4736.0 ... 51.90 4718.0 4712.0 TA
205 TA605 20250916 4716.0 4756.0 ... 49832.20 4732.0 4718.0 TA
206 TA606 20250916 4750.0 4750.0 ... 2.38 4750.0 4722.0 TA
207 TA607 20250916 4756.0 4770.0 ... 14.28 4760.0 4732.0 TA
208 TA608 20250916 4756.0 4778.0 ... 11.92 4770.0 4766.0 TA
209 TA609 20250916 4770.0 4792.0 ... 54.94 4778.0 4732.0 TA
210 UR510 20250916 1608.0 1608.0 ... 3982.44 1597.0 1596.0 UR
211 UR511 20250916 1683.0 1688.0 ... 52944.57 1672.0 1664.0 UR
212 UR512 20250916 1689.0 1696.0 ... 13165.23 1683.0 1675.0 UR
213 UR601 20250916 1700.0 1704.0 ... 437831.60 1691.0 1679.0 UR
214 UR602 20250916 1693.0 1706.0 ... 369.61 1695.0 1684.0 UR
215 UR603 20250916 1744.0 1744.0 ... 76.45 1737.0 1728.0 UR
216 UR604 20250916 1738.0 1738.0 ... 24.31 1736.0 1726.0 UR
217 UR605 20250916 1746.0 1750.0 ... 14370.06 1740.0 1729.0 UR
218 UR606 20250916 1745.0 1745.0 ... 166.89 1738.0 1729.0 UR
219 UR607 20250916 1770.0 1775.0 ... 183.87 1768.0 1762.0 UR
220 UR608 20250916 1766.0 1768.0 ... 45.86 1764.0 1758.0 UR
221 UR609 20250916 1769.0 1770.0 ... 228.61 1759.0 1751.0 UR
222 WH511 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:26:09,664 - future_1d - INFO - ak.get_czce_daily('2025-09-16') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250916 ... 81090 80830 CU
1 1 CU2511 20250916 ... 81090 80830 CU
2 2 CU2512 20250916 ... 81090 80810 CU
3 3 CU2601 20250916 ... 81150 80800 CU
4 4 CU2602 20250916 ... 81190 80770 CU
5 5 CU2603 20250916 ... 81130 80760 CU
6 6 CU2604 20250916 ... 81120 80810 CU
7 7 CU2605 20250916 ... 80980 80830 CU
8 8 CU2606 20250916 ... 81080 80810 CU
9 9 CU2607 20250916 ... 81060 80760 CU
10 10 CU2608 20250916 ... 81100 80850 CU
11 11 CU2609 20250916 ... 81100 80850 CU
12 12 BC2510 20250916 ... 72020 71780 BC
13 13 BC2511 20250916 ... 72070 71830 BC
14 14 BC2512 20250916 ... 72120 71910 BC
15 15 BC2601 20250916 ... 72000 72000 BC
16 16 BC2602 20250916 ... 71650 71650 BC
17 17 BC2603 20250916 ... 71950 72000 BC
18 18 BC2604 20250916 ... 71550 71550 BC
19 19 BC2605 20250916 ... 71550 71550 BC
20 20 BC2606 20250916 ... 71500 71500 BC
21 21 BC2607 20250916 ... 71560 71560 BC
22 22 BC2608 20250916 ... 71550 71550 BC
23 23 BC2609 20250916 ... 71550 71550 BC
24 24 AL2510 20250916 ... 20990 21045 AL
25 25 AL2511 20250916 ... 21010 21045 AL
26 26 AL2512 20250916 ... 20985 21015 AL
27 27 AL2601 20250916 ... 20960 20985 AL
28 28 AL2602 20250916 ... 20965 20970 AL
29 29 AL2603 20250916 ... 20990 20980 AL
30 30 AL2604 20250916 ... 21015 21000 AL
31 31 AL2605 20250916 ... 21040 21005 AL
32 32 AL2606 20250916 ... 21005 21015 AL
33 33 AL2607 20250916 ... 21035 20990 AL
34 34 AL2608 20250916 ... 20965 20985 AL
35 35 AL2609 20250916 ... 20985 20985 AL
36 36 ZN2510 20250916 ... 22300 22305 ZN
37 37 ZN2511 20250916 ... 22315 22320 ZN
38 38 ZN2512 20250916 ... 22330 22335 ZN
39 39 ZN2601 20250916 ... 22360 22345 ZN
40 40 ZN2602 20250916 ... 22370 22360 ZN
41 41 ZN2603 20250916 ... 22370 22375 ZN
42 42 ZN2604 20250916 ... 22420 22400 ZN
43 43 ZN2605 20250916 ... 22430 22405 ZN
44 44 ZN2606 20250916 ... 22490 22420 ZN
45 45 ZN2607 20250916 ... 22460 22420 ZN
46 46 ZN2608 20250916 ... 22480 22440 ZN
47 47 ZN2609 20250916 ... 22450 22440 ZN
48 48 PB2510 20250916 ... 17080 17120 PB
49 49 PB2511 20250916 ... 17100 17140 PB
50 50 PB2512 20250916 ... 17105 17155 PB
51 51 PB2601 20250916 ... 17115 17155 PB
52 52 PB2602 20250916 ... 17120 17180 PB
53 53 PB2603 20250916 ... 17130 17190 PB
54 54 PB2604 20250916 ... 17205 17205 PB
55 55 PB2605 20250916 ... 17170 17175 PB
56 56 PB2606 20250916 ... 17105 17105 PB
57 57 PB2607 20250916 ... 17155 17155 PB
58 58 PB2608 20250916 ... 17165 17210 PB
59 59 PB2609 20250916 ... 17165 17210 PB
60 60 NI2510 20250916 ... 122790 122170 NI
61 61 NI2511 20250916 ... 122930 122380 NI
62 62 NI2512 20250916 ... 123120 122580 NI
63 63 NI2601 20250916 ... 123300 122810 NI
64 64 NI2602 20250916 ... 123650 122970 NI
65 65 NI2603 20250916 ... 123590 123430 NI
66 66 NI2604 20250916 ... 123800 123800 NI
67 67 NI2605 20250916 ... 124130 123750 NI
68 68 NI2606 20250916 ... 124360 123960 NI
69 69 NI2607 20250916 ... 124590 124160 NI
70 70 NI2608 20250916 ... 125030 124390 NI
71 71 NI2609 20250916 ... 124490 124390 NI
72 72 SN2510 20250916 ... 272740 273890 SN
73 73 SN2511 20250916 ... 273020 273950 SN
74 74 SN2512 20250916 ... 273040 273810 SN
75 75 SN2601 20250916 ... 273310 274030 SN
76 76 SN2602 20250916 ... 273130 273700 SN
77 77 SN2603 20250916 ... 273430 274260 SN
78 78 SN2604 20250916 ... 273380 274510 SN
79 79 SN2605 20250916 ... 273620 274580 SN
80 80 SN2606 20250916 ... 274060 274940 SN
81 81 SN2607 20250916 ... 275180 275260 SN
82 82 SN2608 20250916 ... 275620 275630 SN
83 83 SN2609 20250916 ... 275630 275630 SN
84 84 AO2510 20250916 ... 2957 2907 AO
85 85 AO2511 20250916 ... 2964 2910 AO
86 86 AO2512 20250916 ... 2979 2918 AO
87 87 AO2601 20250916 ... 2989 2926 AO
88 88 AO2602 20250916 ... 2996 2935 AO
89 89 AO2603 20250916 ... 3052 3002 AO
90 90 AO2604 20250916 ... 3063 3009 AO
91 91 AO2605 20250916 ... 3066 3015 AO
92 92 AO2606 20250916 ... 3077 3021 AO
93 93 AO2607 20250916 ... 3084 3031 AO
94 94 AO2608 20250916 ... 3091 3035 AO
95 95 AO2609 20250916 ... 3107 3035 AO
96 96 AD2511 20250916 ... 20505 20580 AD
97 97 AD2512 20250916 ... 20525 20600 AD
98 98 AD2601 20250916 ... 20550 20630 AD
99 99 AD2602 20250916 ... 20540 20620 AD
100 100 AD2603 20250916 ... 20500 20475 AD
101 101 AD2604 20250916 ... 20485 20485 AD
102 102 AD2605 20250916 ... 20520 20520 AD
103 103 AD2606 20250916 ... 20455 20455 AD
104 104 AD2607 20250916 ... 20510 20445 AD
105 105 AD2608 20250916 ... 20515 20515 AD
106 106 AD2609 20250916 ... 20515 20515 AD
107 107 AU2510 20250916 ... 838.12 832.56 AU
108 108 AU2511 20250916 ... 839.4 833.64 AU
109 109 AU2512 20250916 ... 840.76 834.9 AU
110 110 AU2602 20250916 ... 843.2 837.12 AU
111 111 AU2604 20250916 ... 845.18 839.42 AU
112 112 AU2606 20250916 ... 847.54 841.46 AU
113 113 AU2608 20250916 ... 850.08 844.46 AU
114 114 AU2610 20250916 ... 852.26 844.46 AU
115 115 AG2510 20250916 ... 10084 10028 AG
116 116 AG2511 20250916 ... 10095 10038 AG
117 117 AG2512 20250916 ... 10111 10052 AG
118 118 AG2601 20250916 ... 10121 10064 AG
119 119 AG2602 20250916 ... 10131 10075 AG
120 120 AG2603 20250916 ... 10146 10083 AG
121 121 AG2604 20250916 ... 10143 10097 AG
122 122 AG2605 20250916 ... 10175 10115 AG
123 123 AG2606 20250916 ... 10188 10126 AG
124 124 AG2607 20250916 ... 10204 10144 AG
125 125 AG2608 20250916 ... 10214 10159 AG
126 126 AG2609 20250916 ... 10233 10159 AG
127 127 RB2510 20250916 ... 3070 3037 RB
128 128 RB2511 20250916 ... 3089 3055 RB
129 129 RB2512 20250916 ... 3134 3102 RB
130 130 RB2601 20250916 ... 3166 3127 RB
131 131 RB2602 20250916 ... 3176 3135 RB
132 132 RB2603 20250916 ... 3193 3157 RB
133 133 RB2604 20250916 ... 3221 3171 RB
134 134 RB2605 20250916 ... 3234 3192 RB
135 135 RB2606 20250916 ... 3248 3207 RB
136 136 RB2607 20250916 ... 3263 3227 RB
137 137 RB2608 20250916 ... 3269 3235 RB
138 138 RB2609 20250916 ... 3277 3235 RB
139 139 WR2510 20250916 ... 3306 3289 WR
140 140 WR2511 20250916 ... 3302 3302 WR
141 141 WR2512 20250916 ... 3324 3324 WR
142 142 WR2601 20250916 ... 3357 3350 WR
143 143 WR2602 20250916 ... 3358 3358 WR
144 144 WR2603 20250916 ... 3395 3338 WR
145 145 WR2604 20250916 ... 3389 3389 WR
146 146 WR2605 20250916 ... 3414 3414 WR
147 147 WR2606 20250916 ... 3372 3372 WR
148 148 WR2607 20250916 ... 3390 3390 WR
149 149 WR2608 20250916 ... 3399 3399 WR
150 150 WR2609 20250916 ... 3581 3399 WR
151 151 HC2510 20250916 ... 3431 3393 HC
152 152 HC2511 20250916 ... 3420 3379 HC
153 153 HC2512 20250916 ... 3409 3372 HC
154 154 HC2601 20250916 ... 3403 3360 HC
155 155 HC2602 20250916 ... 3407 3362 HC
156 156 HC2603 20250916 ... 3405 3363 HC
157 157 HC2604 20250916 ... 3407 3365 HC
158 158 HC2605 20250916 ... 3410 3364 HC
159 159 HC2606 20250916 ... 3414 3369 HC
160 160 HC2607 20250916 ... 3420 3371 HC
161 161 HC2608 20250916 ... 3423 3377 HC
162 162 HC2609 20250916 ... 3419 3377 HC
163 163 SS2510 20250916 ... 12955 12915 SS
164 164 SS2511 20250916 ... 13055 13005 SS
165 165 SS2512 20250916 ... 13090 13045 SS
166 166 SS2601 20250916 ... 13155 13115 SS
167 167 SS2602 20250916 ... 13220 13130 SS
168 168 SS2603 20250916 ... 13250 13205 SS
169 169 SS2604 20250916 ... 13325 13235 SS
170 170 SS2605 20250916 ... 13410 13365 SS
171 171 SS2606 20250916 ... 13435 13425 SS
172 172 SS2607 20250916 ... 13450 13505 SS
173 173 SS2608 20250916 ... 13575 13515 SS
174 174 SS2609 20250916 ... 13605 13515 SS
175 175 SC2510 20250916 ... 492.1 488 SC
176 176 SC2511 20250916 ... 493.5 488.5 SC
177 177 SC2512 20250916 ... 491.1 487.6 SC
178 178 SC2601 20250916 ... 490.1 487.5 SC
179 179 SC2602 20250916 ... 488 487 SC
180 180 SC2603 20250916 ... 487.7 486.6 SC
181 181 SC2604 20250916 ... 486.4 485.9 SC
182 182 SC2605 20250916 ... 486.3 485.9 SC
183 183 SC2606 20250916 ... 485.6 485.8 SC
184 184 SC2607 20250916 ... 485.7 486.1 SC
185 185 SC2608 20250916 ... 484.2 482.4 SC
186 186 SC2609 20250916 ... 481.9 481.8 SC
187 187 SC2612 20250916 ... 479.8 475.4 SC
188 188 SC2703 20250916 ... 474.6 474.6 SC
189 189 SC2706 20250916 ... 474.7 474.7 SC
190 190 SC2709 20250916 ... 473.2 473.2 SC
191 191 SC2712 20250916 ... 472.1 472.1 SC
192 192 SC2803 20250916 ... 473.6 471.1 SC
193 193 SC2806 20250916 ... 471.1 466.7 SC
194 194 SC2809 20250916 ... 469 469 SC
195 195 LU2510 20250916 ... 3370 3332 LU
196 196 LU2511 20250916 ... 3396 3353 LU
197 197 LU2512 20250916 ... 3377 3346 LU
198 198 LU2601 20250916 ... 3369 3343 LU
199 199 LU2602 20250916 ... 3354 3333 LU
200 200 LU2603 20250916 ... 3350 3328 LU
201 201 LU2604 20250916 ... 3349 3323 LU
202 202 LU2605 20250916 ... 3341 3318 LU
203 203 LU2606 20250916 ... 3348 3317 LU
204 204 LU2607 20250916 ... 3342 3312 LU
205 205 LU2608 20250916 ... 3343 3320 LU
206 206 LU2609 20250916 ... 3336 3308 LU
207 207 FU2510 20250916 ... 2829 2820 FU
208 208 FU2511 20250916 ... 2830 2818 FU
209 209 FU2512 20250916 ... 2815 2801 FU
210 210 FU2601 20250916 ... 2799 2787 FU
211 211 FU2602 20250916 ... 2781 2777 FU
212 212 FU2603 20250916 ... 2771 2764 FU
213 213 FU2604 20250916 ... 2767 2755 FU
214 214 FU2605 20250916 ... 2751 2744 FU
215 215 FU2606 20250916 ... 2744 2736 FU
216 216 FU2607 20250916 ... 2730 2722 FU
217 217 FU2608 20250916 ... 2723 2717 FU
218 218 FU2609 20250916 ... 2703 2695 FU
219 219 BU2510 20250916 ... 3437 3416 BU
220 220 BU2511 20250916 ... 3425 3398 BU
221 221 BU2512 20250916 ... 3384 3363 BU
222 222 BU2601 20250916 ... 3367 3344 BU
223 223 BU2602 20250916 ... 3366 3343 BU
224 224 BU2603 20250916 ... 3355 3347 BU
225 225 BU2604 20250916 ... 3340 3338 BU
226 226 BU2605 20250916 ... 3359 3344 BU
227 227 BU2606 20250916 ... 3358 3344 BU
228 228 BU2607 20250916 ... 3353 3339 BU
229 229 BU2608 20250916 ... 3350 3321 BU
230 230 BU2609 20250916 ... 3345 3331 BU
231 231 BU2612 20250916 ... 3308 3296 BU
232 232 BU2703 20250916 ... 3311 3307 BU
233 233 BU2706 20250916 ... 3319 3308 BU
234 234 BU2709 20250916 ... 3308 3308 BU
235 235 BR2510 20250916 ... 11710 11630 BR
236 236 BR2511 20250916 ... 11670 11590 BR
237 237 BR2512 20250916 ... 11660 11595 BR
238 238 BR2601 20250916 ... 11670 11600 BR
239 239 BR2602 20250916 ... 11635 11570 BR
240 240 BR2603 20250916 ... 11680 11585 BR
241 241 BR2604 20250916 ... 11690 11690 BR
242 242 BR2605 20250916 ... 11735 11675 BR
243 243 BR2606 20250916 ... 11775 11725 BR
244 244 BR2607 20250916 ... 11885 11845 BR
245 245 BR2608 20250916 ... 11900 11770 BR
246 246 BR2609 20250916 ... 11770 11770 BR
247 247 RU2510 20250916 ... 15105 14980 RU
248 248 RU2511 20250916 ... 15050 14935 RU
249 249 RU2601 20250916 ... 16000 15870 RU
250 250 RU2603 20250916 ... 15990 15905 RU
251 251 RU2604 20250916 ... 15990 15840 RU
252 252 RU2605 20250916 ... 15985 15845 RU
253 253 RU2606 20250916 ... 16005 15865 RU
254 254 RU2607 20250916 ... 15915 15870 RU
255 255 RU2608 20250916 ... 16055 16065 RU
256 256 RU2609 20250916 ... 16070 16065 RU
257 257 NR2510 20250916 ... 12640 12555 NR
258 258 NR2511 20250916 ... 12690 12595 NR
259 259 NR2512 20250916 ... 12725 12645 NR
260 260 NR2601 20250916 ... 12755 12665 NR
261 261 NR2602 20250916 ... 12785 12700 NR
262 262 NR2603 20250916 ... 12780 12690 NR
263 263 NR2604 20250916 ... 12795 12710 NR
264 264 NR2605 20250916 ... 12825 12740 NR
265 265 NR2606 20250916 ... 12635 12635 NR
266 266 NR2607 20250916 ... 12655 12650 NR
267 267 NR2608 20250916 ... 12685 12685 NR
268 268 NR2609 20250916 ... 12685 12685 NR
269 269 SP2510 20250916 ... 5048 4992 SP
270 270 SP2511 20250916 ... 5074 5024 SP
271 271 SP2512 20250916 ... 5088 5042 SP
272 272 SP2601 20250916 ... 5348 5308 SP
273 273 SP2602 20250916 ... 5334 5286 SP
274 274 SP2603 20250916 ... 5340 5300 SP
275 275 SP2604 20250916 ... 5344 5316 SP
276 276 SP2605 20250916 ... 5354 5314 SP
277 277 SP2606 20250916 ... 5360 5322 SP
278 278 SP2607 20250916 ... 5358 5332 SP
279 279 SP2608 20250916 ... 5358 5330 SP
280 280 SP2609 20250916 ... 5370 5330 SP
281 281 OP2601 20250916 ... 4258 4214 OP
282 282 OP2602 20250916 ... 4256 4214 OP
283 283 OP2603 20250916 ... 4284 4226 OP
284 284 OP2604 20250916 ... 4272 4250 OP
285 285 OP2605 20250916 ... 4286 4222 OP
286 286 OP2606 20250916 ... 4268 4216 OP
287 287 OP2607 20250916 ... 4276 4240 OP
288 288 OP2608 20250916 ... 4292 4256 OP
289 289 OP2609 20250916 ... 4256 4256 OP
290 290 EC2510 20250916 ... 1189.6 1170.9 EC
291 291 EC2512 20250916 ... 1710.7 1640.3 EC
292 292 EC2602 20250916 ... 1583.1 1521 EC
293 293 EC2604 20250916 ... 1283.3 1250.1 EC
294 294 EC2606 20250916 ... 1459 1425.3 EC
295 295 EC2608 20250916 ... 1622 1596.5 EC
296 297 SC_TAS2510 20250916 ... SC_TAS
297 298 SC_TAS2511 20250916 ... SC_TAS
298 299 SC_TAS2512 20250916 ... SC_TAS
299 300 SC_TAS2601 20250916 ... SC_TAS
[300 rows x 13 columns]
2025-09-22 18:26:09,761 - future_1d - INFO - ak.get_shfe_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 a2511 20250916 3935.0 ... 3934.00 3942.00 A
1 a2601 20250916 3938.0 ... 3937.00 3941.00 A
2 a2603 20250916 3943.0 ... 3943.00 3943.00 A
3 a2605 20250916 3996.0 ... 3984.00 3993.00 A
4 a2607 20250916 3988.0 ... 3990.00 3992.00 A
5 a2609 20250916 4004.0 ... 3998.00 4017.00 A
6 b2510 20250916 3695.0 ... 3704.00 3700.00 B
7 b2511 20250916 3731.0 ... 3745.00 3737.00 B
8 b2512 20250916 3766.0 ... 3778.00 3769.00 B
9 b2601 20250916 3756.0 ... 3765.00 3758.00 B
10 b2602 20250916 3742.0 ... 3748.00 3737.00 B
11 b2603 20250916 3695.0 ... 3701.00 3696.00 B
12 b2604 20250916 3591.0 ... 3589.00 3581.00 B
13 b2605 20250916 3515.0 ... 3519.00 3514.00 B
14 b2606 20250916 3492.0 ... 3489.00 3482.00 B
15 b2607 20250916 3486.0 ... 3488.00 3482.00 B
16 b2608 20250916 3583.0 ... 3586.00 3581.00 B
17 b2609 20250916 3610.0 ... 3607.00 3610.00 B
18 bb2511 20250916 142.0 ... 142.25 142.05 BB
19 bb2601 20250916 147.3 ... 147.30 146.60 BB
20 bb2603 20250916 147.0 ... 146.90 146.80 BB
21 bb2605 20250916 0.0 ... 141.90 141.85 BB
22 bb2607 20250916 0.0 ... 146.70 146.65 BB
23 bb2609 20250916 0.0 ... 146.70 146.65 BB
24 bz2603 20250916 6025.0 ... 6078.00 6021.00 BZ
25 bz2604 20250916 6048.0 ... 6069.00 6007.00 BZ
26 bz2605 20250916 6072.0 ... 6072.00 6039.00 BZ
27 bz2606 20250916 0.0 ... 6008.00 6008.00 BZ
28 bz2607 20250916 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250916 0.0 ... 5955.00 5955.00 BZ
30 c2511 20250916 2167.0 ... 2169.00 2178.00 C
31 c2601 20250916 2156.0 ... 2158.00 2159.00 C
32 c2603 20250916 2172.0 ... 2173.00 2176.00 C
33 c2605 20250916 2227.0 ... 2231.00 2232.00 C
34 c2607 20250916 2242.0 ... 2246.00 2247.00 C
35 c2609 20250916 2257.0 ... 2262.00 2258.00 C
36 cs2511 20250916 2444.0 ... 2445.00 2457.00 CS
37 cs2601 20250916 2471.0 ... 2475.00 2481.00 CS
38 cs2603 20250916 2488.0 ... 2485.00 2490.00 CS
39 cs2605 20250916 2570.0 ... 2568.00 2574.00 CS
40 cs2607 20250916 2580.0 ... 2575.00 2581.00 CS
41 cs2609 20250916 2592.0 ... 2592.00 2588.00 CS
42 eb2509 20250916 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250916 7108.0 ... 7158.00 7072.00 EB
44 eb2511 20250916 7104.0 ... 7170.00 7083.00 EB
45 eb2512 20250916 7112.0 ... 7175.00 7093.00 EB
46 eb2601 20250916 7135.0 ... 7195.00 7116.00 EB
47 eb2602 20250916 7167.0 ... 7216.00 7142.00 EB
48 eb2603 20250916 7212.0 ... 7237.00 7183.00 EB
49 eb2604 20250916 7272.0 ... 7272.00 7214.00 EB
50 eb2605 20250916 7264.0 ... 7288.00 7226.00 EB
51 eb2606 20250916 7297.0 ... 7297.00 7169.00 EB
52 eb2607 20250916 7297.0 ... 7314.00 7185.00 EB
53 eb2608 20250916 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250916 0.0 ... 4338.00 4338.00 EG
55 eg2510 20250916 4310.0 ... 4314.00 4308.00 EG
56 eg2511 20250916 4274.0 ... 4291.00 4274.00 EG
57 eg2512 20250916 4314.0 ... 4306.00 4268.00 EG
58 eg2601 20250916 4292.0 ... 4298.00 4277.00 EG
59 eg2602 20250916 4296.0 ... 4308.00 4269.00 EG
60 eg2603 20250916 4315.0 ... 4302.00 4278.00 EG
61 eg2604 20250916 4345.0 ... 4340.00 4317.00 EG
62 eg2605 20250916 4325.0 ... 4349.00 4327.00 EG
63 eg2606 20250916 0.0 ... 4332.00 4332.00 EG
64 eg2607 20250916 0.0 ... 4343.00 4358.00 EG
65 eg2608 20250916 0.0 ... 4402.00 4402.00 EG
66 fb2510 20250916 1275.0 ... 1269.00 1266.50 FB
67 fb2511 20250916 1262.0 ... 1257.00 1257.50 FB
68 fb2512 20250916 1272.0 ... 1263.50 1263.00 FB
69 fb2601 20250916 1260.0 ... 1255.50 1255.00 FB
70 fb2602 20250916 1249.5 ... 1249.50 1249.00 FB
71 fb2603 20250916 1249.0 ... 1250.50 1249.00 FB
72 fb2604 20250916 1252.0 ... 1252.00 1254.50 FB
73 fb2605 20250916 0.0 ... 1301.50 1301.50 FB
74 fb2606 20250916 0.0 ... 1330.00 1330.00 FB
75 fb2607 20250916 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250916 0.0 ... 1285.00 1285.00 FB
77 fb2609 20250916 0.0 ... 1296.00 1296.00 FB
78 i2510 20250916 817.5 ... 824.50 818.50 I
79 i2511 20250916 812.5 ... 819.00 810.50 I
80 i2512 20250916 806.5 ... 814.00 805.00 I
81 i2601 20250916 800.0 ... 805.50 797.00 I
82 i2602 20250916 793.0 ... 800.50 791.50 I
83 i2603 20250916 787.5 ... 795.00 786.00 I
84 i2604 20250916 783.0 ... 791.00 782.00 I
85 i2605 20250916 778.5 ... 783.50 775.00 I
86 i2606 20250916 771.5 ... 777.50 769.50 I
87 i2607 20250916 767.0 ... 773.50 765.50 I
88 i2608 20250916 762.5 ... 768.50 761.50 I
89 i2609 20250916 753.5 ... 764.00 757.50 I
90 j2510 20250916 1600.0 ... 1628.50 1564.50 J
91 j2511 20250916 1631.0 ... 1662.00 1600.00 J
92 j2512 20250916 1676.0 ... 1690.00 1629.50 J
93 j2601 20250916 1689.0 ... 1726.50 1664.50 J
94 j2602 20250916 1754.0 ... 1755.00 1684.00 J
95 j2603 20250916 0.0 ... 1721.50 1689.50 J
96 j2604 20250916 0.0 ... 1814.00 1758.00 J
97 j2605 20250916 1819.5 ... 1868.50 1809.00 J
98 j2606 20250916 1879.0 ... 1887.00 1806.00 J
99 j2607 20250916 1900.5 ... 1900.50 1810.00 J
100 j2608 20250916 1906.0 ... 1906.00 1817.50 J
101 j2609 20250916 1908.5 ... 1911.50 1845.00 J
102 jd2509 20250916 3201.0 ... 3265.00 3230.00 JD
103 jd2510 20250916 3141.0 ... 3116.00 3121.00 JD
104 jd2511 20250916 3150.0 ... 3132.00 3140.00 JD
105 jd2512 20250916 3240.0 ... 3232.00 3241.00 JD
106 jd2601 20250916 3370.0 ... 3382.00 3377.00 JD
107 jd2602 20250916 3123.0 ... 3121.00 3117.00 JD
108 jd2603 20250916 3133.0 ... 3133.00 3127.00 JD
109 jd2604 20250916 3304.0 ... 3308.00 3294.00 JD
110 jd2605 20250916 3402.0 ... 3422.00 3389.00 JD
111 jd2606 20250916 3205.0 ... 3228.00 3206.00 JD
112 jd2607 20250916 3460.0 ... 3476.00 3452.00 JD
113 jd2608 20250916 3898.0 ... 3905.00 3903.00 JD
114 jm2510 20250916 1005.0 ... 1037.00 993.50 JM
115 jm2511 20250916 1070.5 ... 1102.50 1054.00 JM
116 jm2512 20250916 1143.5 ... 1170.50 1115.50 JM
117 jm2601 20250916 1200.0 ... 1228.50 1172.00 JM
118 jm2602 20250916 1213.5 ... 1258.50 1200.00 JM
119 jm2603 20250916 1242.0 ... 1280.50 1222.50 JM
120 jm2604 20250916 1264.5 ... 1304.50 1240.00 JM
121 jm2605 20250916 1296.0 ... 1324.00 1264.50 JM
122 jm2606 20250916 1313.5 ... 1339.00 1274.50 JM
123 jm2607 20250916 1330.0 ... 1349.50 1279.00 JM
124 jm2608 20250916 1330.0 ... 1358.50 1290.00 JM
125 jm2609 20250916 1344.0 ... 1371.50 1292.00 JM
126 l2510 20250916 7138.0 ... 7177.00 7134.00 L
127 l2511 20250916 7184.0 ... 7209.00 7170.00 L
128 l2512 20250916 7222.0 ... 7239.00 7198.00 L
129 l2601 20250916 7232.0 ... 7260.00 7202.00 L
130 l2602 20250916 7226.0 ... 7246.00 7197.00 L
131 l2603 20250916 7255.0 ... 7262.00 7201.00 L
132 l2604 20250916 7268.0 ... 7284.00 7239.00 L
133 l2605 20250916 7244.0 ... 7284.00 7212.00 L
134 l2606 20250916 7270.0 ... 7283.00 7256.00 L
135 l2607 20250916 7280.0 ... 7296.00 7244.00 L
136 l2608 20250916 7288.0 ... 7306.00 7235.00 L
137 l2609 20250916 7256.0 ... 7299.00 7259.00 L
138 lg2509 20250916 762.5 ... 768.00 761.00 LG
139 lg2511 20250916 806.0 ... 806.50 799.50 LG
140 lg2601 20250916 824.0 ... 820.50 817.50 LG
141 lg2603 20250916 831.0 ... 826.50 824.00 LG
142 lg2605 20250916 838.0 ... 832.50 829.50 LG
143 lg2607 20250916 837.0 ... 833.00 834.00 LG
144 lh2509 20250916 13110.0 ... 13100.00 13100.00 LH
145 lh2511 20250916 13325.0 ... 13210.00 13200.00 LH
146 lh2601 20250916 13850.0 ... 13725.00 13660.00 LH
147 lh2603 20250916 13080.0 ... 13025.00 13005.00 LH
148 lh2605 20250916 13625.0 ... 13555.00 13510.00 LH
149 lh2607 20250916 14295.0 ... 14240.00 14220.00 LH
150 m2511 20250916 3013.0 ... 3015.00 3022.00 M
151 m2512 20250916 3062.0 ... 3064.00 3072.00 M
152 m2601 20250916 3046.0 ... 3046.00 3051.00 M
153 m2603 20250916 2991.0 ... 2986.00 2992.00 M
154 m2605 20250916 2806.0 ... 2807.00 2810.00 M
155 m2607 20250916 2784.0 ... 2786.00 2788.00 M
156 m2608 20250916 2912.0 ... 2912.00 2915.00 M
157 m2609 20250916 2921.0 ... 2918.00 2922.00 M
158 p2510 20250916 9352.0 ... 9406.00 9310.00 P
159 p2511 20250916 9392.0 ... 9432.00 9332.00 P
160 p2512 20250916 9428.0 ... 9462.00 9348.00 P
161 p2601 20250916 9442.0 ... 9484.00 9370.00 P
162 p2602 20250916 9400.0 ... 9434.00 9298.00 P
163 p2603 20250916 9342.0 ... 9404.00 9280.00 P
164 p2604 20250916 9344.0 ... 9326.00 9218.00 P
165 p2605 20250916 9190.0 ... 9242.00 9132.00 P
166 p2606 20250916 9106.0 ... 9126.00 9042.00 P
167 p2607 20250916 9036.0 ... 9020.00 8958.00 P
168 p2608 20250916 8946.0 ... 8954.00 8884.00 P
169 p2609 20250916 8856.0 ... 8882.00 8862.00 P
170 pg2509 20250916 0.0 ... 3750.00 3779.00 PG
171 pg2510 20250916 4514.0 ... 4494.00 4513.00 PG
172 pg2511 20250916 4459.0 ... 4440.00 4455.00 PG
173 pg2512 20250916 4393.0 ... 4377.00 4387.00 PG
174 pg2601 20250916 4323.0 ... 4313.00 4320.00 PG
175 pg2602 20250916 4259.0 ... 4242.00 4249.00 PG
176 pg2603 20250916 4175.0 ... 4151.00 4160.00 PG
177 pg2604 20250916 4490.0 ... 4476.00 4499.00 PG
178 pg2605 20250916 4402.0 ... 4385.00 4411.00 PG
179 pg2606 20250916 4339.0 ... 4323.00 4345.00 PG
180 pg2607 20250916 4276.0 ... 4270.00 4285.00 PG
181 pg2608 20250916 4214.0 ... 4204.00 4225.00 PG
182 pp2510 20250916 6876.0 ... 6887.00 6848.00 PP
183 pp2511 20250916 6899.0 ... 6922.00 6882.00 PP
184 pp2512 20250916 6935.0 ... 6959.00 6918.00 PP
185 pp2601 20250916 6970.0 ... 6992.00 6946.00 PP
186 pp2602 20250916 6951.0 ... 6966.00 6928.00 PP
187 pp2603 20250916 6962.0 ... 6958.00 6933.00 PP
188 pp2604 20250916 6968.0 ... 6979.00 6949.00 PP
189 pp2605 20250916 6980.0 ... 7010.00 6969.00 PP
190 pp2606 20250916 6956.0 ... 6966.00 6940.00 PP
191 pp2607 20250916 6939.0 ... 6945.00 6925.00 PP
192 pp2608 20250916 6929.0 ... 6944.00 6894.00 PP
193 pp2609 20250916 6968.0 ... 6976.00 6958.00 PP
194 rr2510 20250916 3592.0 ... 3594.00 3593.00 RR
195 rr2511 20250916 3600.0 ... 3602.00 3600.00 RR
196 rr2512 20250916 3601.0 ... 3598.00 3601.00 RR
197 rr2601 20250916 3616.0 ... 3617.00 3622.00 RR
198 rr2602 20250916 3601.0 ... 3597.00 3606.00 RR
199 rr2603 20250916 0.0 ... 3610.00 3613.00 RR
200 rr2604 20250916 3606.0 ... 3607.00 3617.00 RR
201 rr2605 20250916 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250916 0.0 ... 3597.00 3597.00 RR
203 rr2607 20250916 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250916 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250916 0.0 ... 3614.00 3614.00 RR
206 v2510 20250916 4810.0 ... 4849.00 4791.00 V
207 v2511 20250916 4848.0 ... 4882.00 4824.00 V
208 v2512 20250916 4892.0 ... 4921.00 4870.00 V
209 v2601 20250916 4934.0 ... 4964.00 4898.00 V
210 v2602 20250916 4968.0 ... 4998.00 4940.00 V
211 v2603 20250916 5004.0 ... 5028.00 4965.00 V
212 v2604 20250916 5220.0 ... 5233.00 5178.00 V
213 v2605 20250916 5231.0 ... 5270.00 5196.00 V
214 v2606 20250916 5278.0 ... 5302.00 5228.00 V
215 v2607 20250916 5294.0 ... 5327.00 5261.00 V
216 v2608 20250916 5322.0 ... 5368.00 5291.00 V
217 v2609 20250916 5349.0 ... 5384.00 5312.00 V
218 y2511 20250916 8414.0 ... 8446.00 8384.00 Y
219 y2512 20250916 8436.0 ... 8462.00 8404.00 Y
220 y2601 20250916 8398.0 ... 8418.00 8356.00 Y
221 y2603 20250916 8328.0 ... 8336.00 8274.00 Y
222 y2605 20250916 8090.0 ... 8122.00 8056.00 Y
223 y2607 20250916 8058.0 ... 8076.00 8010.00 Y
224 y2608 20250916 8120.0 ... 8078.00 8016.00 Y
225 y2609 20250916 8128.0 ... 8086.00 7998.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:10,289 - future_1d - INFO - ak.get_dce_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 SC2510 20250916 488.3 ... 492.1 488 SC
1 SC2511 20250916 489.1 ... 493.5 488.5 SC
2 SC2512 20250916 487.1 ... 491.1 487.6 SC
3 SC2601 20250916 487.1 ... 490.1 487.5 SC
4 SC2602 20250916 485.8 ... 488 487 SC
5 SC2603 20250916 485.2 ... 487.7 486.6 SC
6 SC2604 20250916 485.3 ... 486.4 485.9 SC
7 SC2605 20250916 486.9 ... 486.3 485.9 SC
8 SC2606 20250916 484.3 ... 485.6 485.8 SC
9 SC2607 20250916 484.9 ... 485.7 486.1 SC
10 SC2608 20250916 484.5 ... 484.2 482.4 SC
11 SC2609 20250916 482.5 ... 481.9 481.8 SC
12 SC2612 20250916 478.9 ... 479.8 475.4 SC
13 SC2703 20250916 ... 474.6 474.6 SC
14 SC2706 20250916 ... 474.7 474.7 SC
15 SC2709 20250916 ... 473.2 473.2 SC
16 SC2712 20250916 ... 472.1 472.1 SC
17 SC2803 20250916 473.6 ... 473.6 471.1 SC
18 SC2806 20250916 470.5 ... 471.1 466.7 SC
19 SC2809 20250916 ... 469 469 SC
21 LU2510 20250916 3350 ... 3370 3332 LU
22 LU2511 20250916 3378 ... 3396 3353 LU
23 LU2512 20250916 3356 ... 3377 3346 LU
24 LU2601 20250916 3352 ... 3369 3343 LU
25 LU2602 20250916 3349 ... 3354 3333 LU
26 LU2603 20250916 3346 ... 3350 3328 LU
27 LU2604 20250916 3350 ... 3349 3323 LU
28 LU2605 20250916 3341 ... 3341 3318 LU
29 LU2606 20250916 3343 ... 3348 3317 LU
30 LU2607 20250916 3346 ... 3342 3312 LU
31 LU2608 20250916 3335 ... 3343 3320 LU
32 LU2609 20250916 3323 ... 3336 3308 LU
34 NR2510 20250916 12675 ... 12640 12555 NR
35 NR2511 20250916 12705 ... 12690 12595 NR
36 NR2512 20250916 12745 ... 12725 12645 NR
37 NR2601 20250916 12765 ... 12755 12665 NR
38 NR2602 20250916 12775 ... 12785 12700 NR
39 NR2603 20250916 12770 ... 12780 12690 NR
40 NR2604 20250916 12795 ... 12795 12710 NR
41 NR2605 20250916 ... 12825 12740 NR
42 NR2606 20250916 ... 12635 12635 NR
43 NR2607 20250916 ... 12655 12650 NR
44 NR2608 20250916 ... 12685 12685 NR
45 NR2609 20250916 ... 12685 12685 NR
47 BC2510 20250916 71730 ... 72020 71780 BC
48 BC2511 20250916 71930 ... 72070 71830 BC
49 BC2512 20250916 72320 ... 72120 71910 BC
50 BC2601 20250916 ... 72000 72000 BC
51 BC2602 20250916 ... 71650 71650 BC
52 BC2603 20250916 71570 ... 71950 72000 BC
53 BC2604 20250916 ... 71550 71550 BC
54 BC2605 20250916 ... 71550 71550 BC
55 BC2606 20250916 ... 71500 71500 BC
56 BC2607 20250916 ... 71560 71560 BC
57 BC2608 20250916 ... 71550 71550 BC
58 BC2609 20250916 ... 71550 71550 BC
60 EC2510 20250916 1178 ... 1189.6 1170.9 EC
61 EC2512 20250916 1675.1 ... 1710.7 1640.3 EC
62 EC2602 20250916 1538.7 ... 1583.1 1521 EC
63 EC2604 20250916 1261 ... 1283.3 1250.1 EC
64 EC2606 20250916 1445.3 ... 1459 1425.3 EC
65 EC2608 20250916 1624 ... 1622 1596.5 EC
68 SC_TAS2510 20250916 ... SC_TAS
69 SC_TAS2511 20250916 ... SC_TAS
70 SC_TAS2512 20250916 ... SC_TAS
71 SC_TAS2601 20250916 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 18:26:10,383 - future_1d - INFO - ak.get_ine_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 IC2509 20250916 7140.000 ... 7162.000 7125.800 IC
1 IC2510 20250916 7072.000 ... 7103.600 7062.800 IC
2 IC2512 20250916 6971.000 ... 6994.200 6951.400 IC
3 IC2603 20250916 6817.800 ... 6836.200 6791.200 IC
4 IF2509 20250916 4542.000 ... 4517.000 4528.000 IF
5 IF2510 20250916 4531.600 ... 4507.000 4518.800 IF
6 IF2512 20250916 4510.000 ... 4486.600 4496.400 IF
7 IF2603 20250916 4481.800 ... 4462.600 4470.800 IF
8 IH2509 20250916 2968.200 ... 2950.400 2961.200 IH
9 IH2510 20250916 2970.000 ... 2949.400 2960.800 IH
10 IH2512 20250916 2969.000 ... 2950.800 2962.400 IH
11 IH2603 20250916 2971.000 ... 2954.600 2964.200 IH
12 IM2509 20250916 7391.000 ... 7454.000 7386.400 IM
13 IM2510 20250916 7311.400 ... 7384.200 7317.000 IM
14 IM2512 20250916 7172.200 ... 7232.200 7161.400 IM
15 IM2603 20250916 6960.000 ... 7026.800 6951.200 IM
16 T2512 20250916 107.680 ... 108.010 107.840 T
17 T2603 20250916 107.385 ... 107.685 107.525 T
18 T2606 20250916 107.215 ... 107.515 107.345 T
19 TF2512 20250916 105.600 ... 105.780 105.660 TF
20 TF2603 20250916 105.465 ... 105.650 105.540 TF
21 TF2606 20250916 105.360 ... 105.535 105.435 TF
22 TL2512 20250916 114.870 ... 115.520 115.480 TL
23 TL2603 20250916 114.640 ... 115.180 115.180 TL
24 TL2606 20250916 114.500 ... 115.120 115.100 TL
25 TS2512 20250916 102.360 ... 102.410 102.368 TS
26 TS2603 20250916 102.310 ... 102.346 102.312 TS
27 TS2606 20250916 102.270 ... 102.302 102.280 TS
[28 rows x 12 columns]
2025-09-22 18:26:10,713 - future_1d - INFO - ak.get_cffex_daily('2025-09-16') done
2025-09-22 18:26:12,596 - future_1d - INFO - save future_daily 2025-09-16 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250917 53500.0 ... 53465.0 54925.0 PS
1 PS2511 20250917 53665.0 ... 53465.0 54630.0 PS
2 PS2512 20250917 56005.0 ... 56115.0 57220.0 PS
3 PS2601 20250917 56175.0 ... 56020.0 57135.0 PS
4 PS2602 20250917 56165.0 ... 56125.0 57140.0 PS
5 PS2603 20250917 56375.0 ... 56150.0 57205.0 PS
6 PS2604 20250917 56480.0 ... 56195.0 57330.0 PS
7 PS2605 20250917 56580.0 ... 56225.0 57310.0 PS
8 PS2606 20250917 58370.0 ... 58570.0 59625.0 PS
9 PS2607 20250917 58765.0 ... 58665.0 59850.0 PS
10 PS2608 20250917 58890.0 ... 58725.0 59695.0 PS
11 PS2609 20250917 58875.0 ... 58695.0 59740.0 PS
13 SI2510 20250917 8870.0 ... 8910.0 8950.0 SI
14 SI2511 20250917 8895.0 ... 8925.0 8970.0 SI
15 SI2512 20250917 9240.0 ... 9305.0 9360.0 SI
16 SI2601 20250917 9250.0 ... 9305.0 9350.0 SI
17 SI2602 20250917 9265.0 ... 9320.0 9385.0 SI
18 SI2603 20250917 9320.0 ... 9340.0 9355.0 SI
19 SI2604 20250917 9310.0 ... 9325.0 9360.0 SI
20 SI2605 20250917 9305.0 ... 9350.0 9370.0 SI
21 SI2606 20250917 9320.0 ... 9335.0 9350.0 SI
22 SI2607 20250917 9345.0 ... 9355.0 9355.0 SI
23 SI2608 20250917 9355.0 ... 9360.0 9380.0 SI
24 SI2609 20250917 9305.0 ... 9370.0 9345.0 SI
27 LC2510 20250917 73360.0 ... 73280.0 73500.0 LC
28 LC2511 20250917 73160.0 ... 73420.0 73620.0 LC
29 LC2512 20250917 73260.0 ... 73560.0 73920.0 LC
30 LC2601 20250917 73200.0 ... 73560.0 73800.0 LC
31 LC2602 20250917 72920.0 ... 73440.0 73720.0 LC
32 LC2603 20250917 73200.0 ... 73480.0 73660.0 LC
33 LC2604 20250917 73680.0 ... 74080.0 74280.0 LC
34 LC2605 20250917 73820.0 ... 74120.0 74240.0 LC
35 LC2606 20250917 73500.0 ... 73860.0 74280.0 LC
36 LC2607 20250917 73580.0 ... 73760.0 73980.0 LC
37 LC2608 20250917 73520.0 ... 73620.0 73740.0 LC
38 LC2609 20250917 73560.0 ... 73780.0 73900.0 LC
[36 rows x 12 columns]
2025-09-22 18:26:22,331 - future_1d - INFO - ak.get_gfex_daily('2025-09-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250917 8432.0 8438.0 ... 34748.31 8408.0 8421.0 AP
1 AP511 20250917 8221.0 8248.0 ... 4909.52 8196.0 8201.0 AP
2 AP512 20250917 8174.0 8238.0 ... 850.24 8175.0 8205.0 AP
3 AP601 20250917 8277.0 8308.0 ... 390355.14 8252.0 8271.0 AP
4 AP603 20250917 8107.0 8174.0 ... 497.22 8151.0 8161.0 AP
5 AP604 20250917 8137.0 8175.0 ... 73.29 8144.0 8167.0 AP
6 AP605 20250917 8269.0 8269.0 ... 2642.45 8206.0 8225.0 AP
7 CF511 20250917 13775.0 13835.0 ... 287116.09 13780.0 13755.0 CF
8 CF601 20250917 13925.0 13970.0 ... 1475769.50 13915.0 13900.0 CF
9 CF603 20250917 13880.0 13925.0 ... 1852.98 13880.0 13870.0 CF
10 CF605 20250917 13880.0 13925.0 ... 109540.96 13875.0 13860.0 CF
11 CF607 20250917 13905.0 13945.0 ... 820.13 13900.0 13895.0 CF
12 CF609 20250917 14015.0 14045.0 ... 56.08 14020.0 14035.0 CF
13 CJ512 20250917 10820.0 10825.0 ... 1439.07 10780.0 10790.0 CJ
14 CJ601 20250917 10830.0 10865.0 ... 429300.62 10800.0 10830.0 CJ
15 CJ603 20250917 10860.0 10885.0 ... 6084.97 10820.0 10860.0 CJ
16 CJ605 20250917 10950.0 10980.0 ... 86868.32 10915.0 10960.0 CJ
17 CJ607 20250917 11090.0 11110.0 ... 1976.22 11040.0 11105.0 CJ
18 CJ609 20250917 11185.0 11230.0 ... 173.56 11195.0 11250.0 CJ
19 CY510 20250917 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250917 19975.0 20090.0 ... 124022.70 19975.0 19965.0 CY
21 CY512 20250917 19870.0 19870.0 ... 29.58 19720.0 19405.0 CY
22 CY601 20250917 19970.0 20070.0 ... 3125.50 19970.0 19985.0 CY
23 CY602 20250917 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250917 0.0 0.0 ... 0.00 20170.0 20145.0 CY
25 CY604 20250917 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250917 0.0 0.0 ... 0.00 20135.0 20170.0 CY
27 CY606 20250917 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250917 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250917 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250917 0.0 0.0 ... 0.00 20365.0 20540.0 CY
31 FG510 20250917 1122.0 1122.0 ... 18051.74 1109.0 1109.0 FG
32 FG511 20250917 1129.0 1129.0 ... 166395.32 1112.0 1117.0 FG
33 FG512 20250917 1238.0 1243.0 ... 85782.82 1233.0 1234.0 FG
34 FG601 20250917 1240.0 1247.0 ... 4079998.75 1235.0 1236.0 FG
35 FG602 20250917 1289.0 1296.0 ... 32841.02 1283.0 1285.0 FG
36 FG603 20250917 1291.0 1299.0 ... 1998.09 1287.0 1290.0 FG
37 FG604 20250917 1340.0 1349.0 ... 487.80 1340.0 1337.0 FG
38 FG605 20250917 1341.0 1350.0 ... 98671.67 1339.0 1336.0 FG
39 FG606 20250917 1369.0 1377.0 ... 866.46 1367.0 1367.0 FG
40 FG607 20250917 1349.0 1370.0 ... 1044.87 1361.0 1361.0 FG
41 FG608 20250917 1378.0 1398.0 ... 901.70 1387.0 1385.0 FG
42 FG609 20250917 1383.0 1400.0 ... 3513.61 1391.0 1382.0 FG
43 JR511 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250917 2291.0 2296.0 ... 6128.50 2290.0 2298.0 MA
52 MA511 20250917 2316.0 2323.0 ... 104198.39 2315.0 2331.0 MA
53 MA512 20250917 2360.0 2364.0 ... 60887.65 2356.0 2376.0 MA
54 MA601 20250917 2380.0 2388.0 ... 921989.45 2380.0 2394.0 MA
55 MA602 20250917 2404.0 2409.0 ... 28280.29 2401.0 2414.0 MA
56 MA603 20250917 2416.0 2422.0 ... 398.59 2416.0 2428.0 MA
57 MA604 20250917 2421.0 2421.0 ... 24.16 2416.0 2433.0 MA
58 MA605 20250917 2402.0 2408.0 ... 58891.91 2401.0 2412.0 MA
59 MA606 20250917 2414.0 2414.0 ... 9.63 2407.0 2422.0 MA
60 MA607 20250917 2394.0 2394.0 ... 40.62 2389.0 2399.0 MA
61 MA608 20250917 2382.0 2383.0 ... 14.30 2383.0 2394.0 MA
62 MA609 20250917 2375.0 2379.0 ... 1409.08 2372.0 2382.0 MA
63 OI511 20250917 10239.0 10288.0 ... 552062.28 10217.0 10154.0 OI
64 OI601 20250917 10065.0 10116.0 ... 3364787.16 10055.0 9981.0 OI
65 OI603 20250917 9833.0 9867.0 ... 5390.68 9801.0 9733.0 OI
66 OI605 20250917 9600.0 9640.0 ... 233253.68 9572.0 9516.0 OI
67 OI607 20250917 9587.0 9587.0 ... 866.09 9517.0 9468.0 OI
68 OI609 20250917 9558.0 9558.0 ... 910.18 9481.0 9446.0 OI
69 PF510 20250917 6372.0 6414.0 ... 11027.64 6392.0 6378.0 PF
70 PF511 20250917 6376.0 6408.0 ... 524899.72 6382.0 6380.0 PF
71 PF512 20250917 6358.0 6386.0 ... 265943.18 6362.0 6364.0 PF
72 PF601 20250917 6408.0 6424.0 ... 22281.42 6408.0 6400.0 PF
73 PF602 20250917 6404.0 6432.0 ... 57719.21 6410.0 6406.0 PF
74 PF603 20250917 6402.0 6420.0 ... 6.41 6412.0 6420.0 PF
75 PF604 20250917 6438.0 6438.0 ... 3.22 6438.0 6454.0 PF
76 PF605 20250917 6474.0 6474.0 ... 6.47 6470.0 6458.0 PF
77 PF606 20250917 6480.0 6480.0 ... 3.24 6480.0 6480.0 PF
78 PF607 20250917 0.0 0.0 ... 0.00 6504.0 6502.0 PF
79 PF608 20250917 0.0 0.0 ... 0.00 6524.0 6504.0 PF
80 PF609 20250917 0.0 0.0 ... 0.00 6580.0 6580.0 PF
81 PK510 20250917 7808.0 7846.0 ... 8829.25 7818.0 7800.0 PK
82 PK511 20250917 7788.0 7850.0 ... 392386.77 7810.0 7766.0 PK
83 PK512 20250917 7810.0 7858.0 ... 132621.55 7824.0 7798.0 PK
84 PK601 20250917 7820.0 7850.0 ... 33933.10 7830.0 7820.0 PK
85 PK603 20250917 7846.0 7868.0 ... 94.19 7850.0 7844.0 PK
86 PK604 20250917 7864.0 7868.0 ... 47.17 7862.0 7862.0 PK
87 PK605 20250917 7870.0 7880.0 ... 3525.34 7870.0 7864.0 PK
88 PL601 20250917 6453.0 6464.0 ... 57202.98 6449.0 6458.0 PL
89 PL602 20250917 6485.0 6490.0 ... 2228.13 6477.0 6482.0 PL
90 PL603 20250917 0.0 0.0 ... 0.00 6499.0 6498.0 PL
91 PL604 20250917 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250917 0.0 0.0 ... 0.00 6428.0 6428.0 PL
93 PL606 20250917 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250917 6439.0 6439.0 ... 12.88 6439.0 6419.0 PL
95 PL608 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250917 5868.0 5880.0 ... 2077.49 5870.0 5866.0 PR
104 PR511 20250917 5854.0 5870.0 ... 321619.98 5856.0 5860.0 PR
105 PR512 20250917 5852.0 5874.0 ... 314268.80 5858.0 5866.0 PR
106 PR601 20250917 5870.0 5872.0 ... 152845.03 5856.0 5860.0 PR
107 PR602 20250917 5884.0 5900.0 ... 211.91 5886.0 5896.0 PR
108 PR603 20250917 5896.0 5928.0 ... 79.73 5906.0 5908.0 PR
109 PR604 20250917 5920.0 5940.0 ... 17.79 5930.0 5896.0 PR
110 PR605 20250917 5912.0 5930.0 ... 26.66 5924.0 5904.0 PR
111 PR606 20250917 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250917 0.0 0.0 ... 0.00 5962.0 5944.0 PR
113 PR608 20250917 0.0 0.0 ... 0.00 5966.0 5946.0 PR
114 PR609 20250917 0.0 0.0 ... 0.00 5932.0 5924.0 PR
115 PX510 20250917 6828.0 6828.0 ... 3758.07 6796.0 6804.0 PX
116 PX511 20250917 6790.0 6810.0 ... 533359.78 6782.0 6788.0 PX
117 PX512 20250917 6762.0 6784.0 ... 221700.49 6760.0 6758.0 PX
118 PX601 20250917 6740.0 6758.0 ... 213288.97 6732.0 6734.0 PX
119 PX602 20250917 6744.0 6752.0 ... 121861.52 6722.0 6728.0 PX
120 PX603 20250917 0.0 0.0 ... 0.00 6742.0 6742.0 PX
121 PX604 20250917 0.0 0.0 ... 0.00 6742.0 6760.0 PX
122 PX605 20250917 6732.0 6738.0 ... 252.30 6728.0 6714.0 PX
123 PX606 20250917 0.0 0.0 ... 0.00 6718.0 6698.0 PX
124 PX607 20250917 6736.0 6736.0 ... 134.72 6736.0 6736.0 PX
125 PX608 20250917 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250917 6750.0 6750.0 ... 3.38 6750.0 6722.0 PX
127 RI511 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250917 2535.0 2540.0 ... 38101.89 2499.0 2531.0 RM
134 RM601 20250917 2523.0 2528.0 ... 980972.69 2485.0 2517.0 RM
135 RM603 20250917 2422.0 2427.0 ... 14028.55 2392.0 2423.0 RM
136 RM605 20250917 2401.0 2404.0 ... 178362.44 2377.0 2400.0 RM
137 RM607 20250917 2385.0 2402.0 ... 22318.75 2375.0 2385.0 RM
138 RM608 20250917 2484.0 2490.0 ... 2810.84 2472.0 2484.0 RM
139 RM609 20250917 2473.0 2490.0 ... 7954.28 2466.0 2471.0 RM
140 RS511 20250917 5348.0 5348.0 ... 42.36 5295.0 5306.0 RS
141 RS607 20250917 5540.0 5556.0 ... 33.29 5548.0 5555.0 RS
142 RS608 20250917 5589.0 5620.0 ... 116.76 5560.0 5556.0 RS
143 RS609 20250917 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250917 1250.0 1255.0 ... 11411.73 1246.0 1244.0 SA
145 SA511 20250917 1264.0 1267.0 ... 387360.97 1258.0 1258.0 SA
146 SA512 20250917 1331.0 1332.0 ... 204076.82 1321.0 1324.0 SA
147 SA601 20250917 1344.0 1346.0 ... 2897113.14 1333.0 1337.0 SA
148 SA602 20250917 1375.0 1375.0 ... 135893.89 1362.0 1366.0 SA
149 SA603 20250917 1374.0 1376.0 ... 2380.34 1370.0 1369.0 SA
150 SA604 20250917 1417.0 1417.0 ... 902.89 1411.0 1409.0 SA
151 SA605 20250917 1423.0 1425.0 ... 79356.52 1415.0 1415.0 SA
152 SA606 20250917 1431.0 1431.0 ... 863.82 1425.0 1418.0 SA
153 SA607 20250917 1433.0 1433.0 ... 2876.19 1424.0 1420.0 SA
154 SA608 20250917 1448.0 1450.0 ... 2051.39 1443.0 1426.0 SA
155 SA609 20250917 1452.0 1456.0 ... 4124.44 1448.0 1443.0 SA
156 SF510 20250917 5516.0 5588.0 ... 8613.21 5544.0 5572.0 SF
157 SF511 20250917 5696.0 5776.0 ... 474200.97 5726.0 5752.0 SF
158 SF512 20250917 5664.0 5748.0 ... 115486.14 5700.0 5724.0 SF
159 SF601 20250917 5664.0 5746.0 ... 168921.50 5704.0 5716.0 SF
160 SF602 20250917 5634.0 5706.0 ... 34455.30 5666.0 5670.0 SF
161 SF603 20250917 5798.0 5862.0 ... 8.76 5842.0 5856.0 SF
162 SF604 20250917 5854.0 5860.0 ... 8.78 5856.0 5850.0 SF
163 SF605 20250917 5790.0 5854.0 ... 1690.67 5810.0 5824.0 SF
164 SF606 20250917 5750.0 5804.0 ... 48.93 5758.0 5784.0 SF
165 SF607 20250917 5912.0 5966.0 ... 68.40 5948.0 5940.0 SF
166 SF608 20250917 5900.0 5938.0 ... 20.66 5902.0 5894.0 SF
167 SF609 20250917 5878.0 5920.0 ... 26.48 5884.0 5896.0 SF
168 SH510 20250917 2496.0 2530.0 ... 27952.07 2511.0 2506.0 SH
169 SH511 20250917 2524.0 2559.0 ... 551909.54 2538.0 2535.0 SH
170 SH512 20250917 2579.0 2607.0 ... 227232.51 2589.0 2584.0 SH
171 SH601 20250917 2578.0 2610.0 ... 2403637.91 2593.0 2592.0 SH
172 SH602 20250917 2606.0 2629.0 ... 46403.92 2612.0 2614.0 SH
173 SH603 20250917 2625.0 2646.0 ... 3236.56 2631.0 2637.0 SH
174 SH604 20250917 2667.0 2689.0 ... 320.57 2671.0 2680.0 SH
175 SH605 20250917 2670.0 2696.0 ... 11285.68 2683.0 2689.0 SH
176 SH606 20250917 2692.0 2703.0 ... 16.19 2698.0 2707.0 SH
177 SH607 20250917 2681.0 2697.0 ... 72.62 2690.0 2699.0 SH
178 SH608 20250917 2690.0 2694.0 ... 56.48 2689.0 2702.0 SH
179 SH609 20250917 2692.0 2714.0 ... 275.69 2703.0 2701.0 SH
180 SM510 20250917 5822.0 5884.0 ... 6218.22 5848.0 5850.0 SM
181 SM511 20250917 5924.0 5968.0 ... 316808.80 5936.0 5940.0 SM
182 SM512 20250917 5926.0 5976.0 ... 80580.76 5940.0 5948.0 SM
183 SM601 20250917 5942.0 5992.0 ... 504040.77 5956.0 5962.0 SM
184 SM602 20250917 5948.0 5996.0 ... 211007.94 5964.0 5960.0 SM
185 SM603 20250917 5958.0 6004.0 ... 35.87 5978.0 5970.0 SM
186 SM604 20250917 5986.0 5986.0 ... 5.99 5986.0 5990.0 SM
187 SM605 20250917 5980.0 6028.0 ... 7442.32 5984.0 6000.0 SM
188 SM606 20250917 6006.0 6006.0 ... 3.00 6006.0 5986.0 SM
189 SM607 20250917 5972.0 6038.0 ... 6.01 6006.0 6012.0 SM
190 SM608 20250917 0.0 0.0 ... 0.00 6040.0 6030.0 SM
191 SM609 20250917 5986.0 6058.0 ... 307.48 6030.0 6010.0 SM
192 SR511 20250917 5551.0 5551.0 ... 107951.54 5537.0 5549.0 SR
193 SR601 20250917 5546.0 5552.0 ... 883331.28 5538.0 5555.0 SR
194 SR603 20250917 5535.0 5538.0 ... 1855.88 5523.0 5543.0 SR
195 SR605 20250917 5525.0 5526.0 ... 64482.27 5514.0 5532.0 SR
196 SR607 20250917 5521.0 5525.0 ... 2244.01 5514.0 5530.0 SR
197 SR609 20250917 5530.0 5535.0 ... 1242.98 5524.0 5543.0 SR
198 TA510 20250917 4676.0 4686.0 ... 28187.67 4670.0 4662.0 TA
199 TA511 20250917 4680.0 4700.0 ... 266796.06 4682.0 4676.0 TA
200 TA512 20250917 4694.0 4710.0 ... 120458.33 4694.0 4692.0 TA
201 TA601 20250917 4704.0 4716.0 ... 1425656.89 4698.0 4692.0 TA
202 TA602 20250917 4708.0 4726.0 ... 19345.21 4710.0 4704.0 TA
203 TA603 20250917 4718.0 4724.0 ... 176.78 4714.0 4714.0 TA
204 TA604 20250917 4718.0 4732.0 ... 9.44 4720.0 4718.0 TA
205 TA605 20250917 4748.0 4752.0 ... 40164.93 4740.0 4732.0 TA
206 TA606 20250917 0.0 0.0 ... 0.00 4752.0 4750.0 TA
207 TA607 20250917 0.0 0.0 ... 0.00 4762.0 4760.0 TA
208 TA608 20250917 0.0 0.0 ... 0.00 4770.0 4770.0 TA
209 TA609 20250917 4772.0 4786.0 ... 26.26 4776.0 4778.0 TA
210 UR510 20250917 1597.0 1599.0 ... 2590.23 1593.0 1597.0 UR
211 UR511 20250917 1662.0 1671.0 ... 32532.03 1665.0 1672.0 UR
212 UR512 20250917 1677.0 1681.0 ... 7973.81 1675.0 1683.0 UR
213 UR601 20250917 1685.0 1687.0 ... 311810.74 1681.0 1691.0 UR
214 UR602 20250917 1681.0 1691.0 ... 586.28 1685.0 1695.0 UR
215 UR603 20250917 1729.0 1737.0 ... 121.25 1732.0 1737.0 UR
216 UR604 20250917 1738.0 1738.0 ... 6.95 1738.0 1736.0 UR
217 UR605 20250917 1740.0 1740.0 ... 12279.83 1734.0 1740.0 UR
218 UR606 20250917 1729.0 1737.0 ... 48.54 1734.0 1738.0 UR
219 UR607 20250917 1757.0 1766.0 ... 66.92 1761.0 1768.0 UR
220 UR608 20250917 1754.0 1761.0 ... 10.55 1758.0 1764.0 UR
221 UR609 20250917 1753.0 1758.0 ... 84.24 1755.0 1759.0 UR
222 WH511 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:26:22,675 - future_1d - INFO - ak.get_czce_daily('2025-09-17') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250917 ... 80720 81090 CU
1 1 CU2511 20250917 ... 80750 81090 CU
2 2 CU2512 20250917 ... 80730 81090 CU
3 3 CU2601 20250917 ... 80730 81150 CU
4 4 CU2602 20250917 ... 80720 81190 CU
5 5 CU2603 20250917 ... 80730 81130 CU
6 6 CU2604 20250917 ... 80700 81120 CU
7 7 CU2605 20250917 ... 80830 80980 CU
8 8 CU2606 20250917 ... 80700 81080 CU
9 9 CU2607 20250917 ... 80680 81060 CU
10 10 CU2608 20250917 ... 80600 81100 CU
11 11 CU2609 20250917 ... 80650 81100 CU
12 12 BC2510 20250917 ... 71650 72020 BC
13 13 BC2511 20250917 ... 71640 72070 BC
14 14 BC2512 20250917 ... 71670 72120 BC
15 15 BC2601 20250917 ... 72000 72000 BC
16 16 BC2602 20250917 ... 71650 71650 BC
17 17 BC2603 20250917 ... 71950 71950 BC
18 18 BC2604 20250917 ... 71550 71550 BC
19 19 BC2605 20250917 ... 71550 71550 BC
20 20 BC2606 20250917 ... 71500 71500 BC
21 21 BC2607 20250917 ... 71560 71560 BC
22 22 BC2608 20250917 ... 71550 71550 BC
23 23 BC2609 20250917 ... 71550 71550 BC
24 24 AL2510 20250917 ... 20965 20990 AL
25 25 AL2511 20250917 ... 20980 21010 AL
26 26 AL2512 20250917 ... 20965 20985 AL
27 27 AL2601 20250917 ... 20940 20960 AL
28 28 AL2602 20250917 ... 20930 20965 AL
29 29 AL2603 20250917 ... 20935 20990 AL
30 30 AL2604 20250917 ... 20955 21015 AL
31 31 AL2605 20250917 ... 20965 21040 AL
32 32 AL2606 20250917 ... 20960 21005 AL
33 33 AL2607 20250917 ... 20950 21035 AL
34 34 AL2608 20250917 ... 20960 20965 AL
35 35 AL2609 20250917 ... 21010 20985 AL
36 36 ZN2510 20250917 ... 22280 22300 ZN
37 37 ZN2511 20250917 ... 22285 22315 ZN
38 38 ZN2512 20250917 ... 22300 22330 ZN
39 39 ZN2601 20250917 ... 22330 22360 ZN
40 40 ZN2602 20250917 ... 22370 22370 ZN
41 41 ZN2603 20250917 ... 22360 22370 ZN
42 42 ZN2604 20250917 ... 22410 22420 ZN
43 43 ZN2605 20250917 ... 22410 22430 ZN
44 44 ZN2606 20250917 ... 22445 22490 ZN
45 45 ZN2607 20250917 ... 22465 22460 ZN
46 46 ZN2608 20250917 ... 22460 22480 ZN
47 47 ZN2609 20250917 ... 22475 22450 ZN
48 48 PB2510 20250917 ... 17080 17080 PB
49 49 PB2511 20250917 ... 17095 17100 PB
50 50 PB2512 20250917 ... 17105 17105 PB
51 51 PB2601 20250917 ... 17115 17115 PB
52 52 PB2602 20250917 ... 17125 17120 PB
53 53 PB2603 20250917 ... 17190 17130 PB
54 54 PB2604 20250917 ... 17195 17205 PB
55 55 PB2605 20250917 ... 17170 17170 PB
56 56 PB2606 20250917 ... 17145 17105 PB
57 57 PB2607 20250917 ... 17150 17155 PB
58 58 PB2608 20250917 ... 17220 17165 PB
59 59 PB2609 20250917 ... 17220 17165 PB
60 60 NI2510 20250917 ... 122030 122790 NI
61 61 NI2511 20250917 ... 122160 122930 NI
62 62 NI2512 20250917 ... 122290 123120 NI
63 63 NI2601 20250917 ... 122520 123300 NI
64 64 NI2602 20250917 ... 122720 123650 NI
65 65 NI2603 20250917 ... 122830 123590 NI
66 66 NI2604 20250917 ... 122970 123800 NI
67 67 NI2605 20250917 ... 123320 124130 NI
68 68 NI2606 20250917 ... 123320 124360 NI
69 69 NI2607 20250917 ... 123610 124590 NI
70 70 NI2608 20250917 ... 124070 125030 NI
71 71 NI2609 20250917 ... 124300 124490 NI
72 72 SN2510 20250917 ... 273090 272740 SN
73 73 SN2511 20250917 ... 273310 273020 SN
74 74 SN2512 20250917 ... 273260 273040 SN
75 75 SN2601 20250917 ... 272970 273310 SN
76 76 SN2602 20250917 ... 273360 273130 SN
77 77 SN2603 20250917 ... 272790 273430 SN
78 78 SN2604 20250917 ... 274190 273380 SN
79 79 SN2605 20250917 ... 273160 273620 SN
80 80 SN2606 20250917 ... 272960 274060 SN
81 81 SN2607 20250917 ... 273500 275180 SN
82 82 SN2608 20250917 ... 273820 275620 SN
83 83 SN2609 20250917 ... 274140 275630 SN
84 84 AO2510 20250917 ... 2917 2957 AO
85 85 AO2511 20250917 ... 2920 2964 AO
86 86 AO2512 20250917 ... 2934 2979 AO
87 87 AO2601 20250917 ... 2941 2989 AO
88 88 AO2602 20250917 ... 2947 2996 AO
89 89 AO2603 20250917 ... 3018 3052 AO
90 90 AO2604 20250917 ... 3022 3063 AO
91 91 AO2605 20250917 ... 3027 3066 AO
92 92 AO2606 20250917 ... 3035 3077 AO
93 93 AO2607 20250917 ... 3050 3084 AO
94 94 AO2608 20250917 ... 3051 3091 AO
95 95 AO2609 20250917 ... 3069 3107 AO
96 96 AD2511 20250917 ... 20480 20505 AD
97 97 AD2512 20250917 ... 20515 20525 AD
98 98 AD2601 20250917 ... 20540 20550 AD
99 99 AD2602 20250917 ... 20540 20540 AD
100 100 AD2603 20250917 ... 20500 20500 AD
101 101 AD2604 20250917 ... 20485 20485 AD
102 102 AD2605 20250917 ... 20520 20520 AD
103 103 AD2606 20250917 ... 20455 20455 AD
104 104 AD2607 20250917 ... 20510 20510 AD
105 105 AD2608 20250917 ... 20515 20515 AD
106 106 AD2609 20250917 ... 20515 20515 AD
107 107 AU2510 20250917 ... 839 838.12 AU
108 108 AU2511 20250917 ... 839.9 839.4 AU
109 109 AU2512 20250917 ... 841.3 840.76 AU
110 110 AU2602 20250917 ... 843.8 843.2 AU
111 111 AU2604 20250917 ... 846.48 845.18 AU
112 112 AU2606 20250917 ... 848.26 847.54 AU
113 113 AU2608 20250917 ... 850.82 850.08 AU
114 114 AU2610 20250917 ... 853.12 852.26 AU
115 115 AG2510 20250917 ... 10014 10084 AG
116 116 AG2511 20250917 ... 10025 10095 AG
117 117 AG2512 20250917 ... 10030 10111 AG
118 118 AG2601 20250917 ... 10048 10121 AG
119 119 AG2602 20250917 ... 10059 10131 AG
120 120 AG2603 20250917 ... 10069 10146 AG
121 121 AG2604 20250917 ... 10087 10143 AG
122 122 AG2605 20250917 ... 10088 10175 AG
123 123 AG2606 20250917 ... 10098 10188 AG
124 124 AG2607 20250917 ... 10116 10204 AG
125 125 AG2608 20250917 ... 10136 10214 AG
126 126 AG2609 20250917 ... 10132 10233 AG
127 127 RB2510 20250917 ... 3061 3070 RB
128 128 RB2511 20250917 ... 3080 3089 RB
129 129 RB2512 20250917 ... 3133 3134 RB
130 130 RB2601 20250917 ... 3155 3166 RB
131 131 RB2602 20250917 ... 3157 3176 RB
132 132 RB2603 20250917 ... 3180 3193 RB
133 133 RB2604 20250917 ... 3206 3221 RB
134 134 RB2605 20250917 ... 3226 3234 RB
135 135 RB2606 20250917 ... 3241 3248 RB
136 136 RB2607 20250917 ... 3258 3263 RB
137 137 RB2608 20250917 ... 3258 3269 RB
138 138 RB2609 20250917 ... 3270 3277 RB
139 139 WR2510 20250917 ... 3288 3306 WR
140 140 WR2511 20250917 ... 3302 3302 WR
141 141 WR2512 20250917 ... 3324 3324 WR
142 142 WR2601 20250917 ... 3349 3357 WR
143 143 WR2602 20250917 ... 3358 3358 WR
144 144 WR2603 20250917 ... 3395 3395 WR
145 145 WR2604 20250917 ... 3389 3389 WR
146 146 WR2605 20250917 ... 3414 3414 WR
147 147 WR2606 20250917 ... 3372 3372 WR
148 148 WR2607 20250917 ... 3390 3390 WR
149 149 WR2608 20250917 ... 3399 3399 WR
150 150 WR2609 20250917 ... 3558 3581 WR
151 151 HC2510 20250917 ... 3413 3431 HC
152 152 HC2511 20250917 ... 3401 3420 HC
153 153 HC2512 20250917 ... 3391 3409 HC
154 154 HC2601 20250917 ... 3384 3403 HC
155 155 HC2602 20250917 ... 3390 3407 HC
156 156 HC2603 20250917 ... 3385 3405 HC
157 157 HC2604 20250917 ... 3388 3407 HC
158 158 HC2605 20250917 ... 3395 3410 HC
159 159 HC2606 20250917 ... 3394 3414 HC
160 160 HC2607 20250917 ... 3407 3420 HC
161 161 HC2608 20250917 ... 3410 3423 HC
162 162 HC2609 20250917 ... 3412 3419 HC
163 163 SS2510 20250917 ... 12825 12955 SS
164 164 SS2511 20250917 ... 12935 13055 SS
165 165 SS2512 20250917 ... 12980 13090 SS
166 166 SS2601 20250917 ... 13055 13155 SS
167 167 SS2602 20250917 ... 13115 13220 SS
168 168 SS2603 20250917 ... 13165 13250 SS
169 169 SS2604 20250917 ... 13245 13325 SS
170 170 SS2605 20250917 ... 13320 13410 SS
171 171 SS2606 20250917 ... 13350 13435 SS
172 172 SS2607 20250917 ... 13405 13450 SS
173 173 SS2608 20250917 ... 13445 13575 SS
174 174 SS2609 20250917 ... 13515 13605 SS
175 175 SC2510 20250917 ... 498.4 492.1 SC
176 176 SC2511 20250917 ... 499.8 493.5 SC
177 177 SC2512 20250917 ... 496.8 491.1 SC
178 178 SC2601 20250917 ... 494.7 490.1 SC
179 179 SC2602 20250917 ... 492.1 488 SC
180 180 SC2603 20250917 ... 491.8 487.7 SC
181 181 SC2604 20250917 ... 490.3 486.4 SC
182 182 SC2605 20250917 ... 490.5 486.3 SC
183 183 SC2606 20250917 ... 489.4 485.6 SC
184 184 SC2607 20250917 ... 488.3 485.7 SC
185 185 SC2608 20250917 ... 487.5 484.2 SC
186 186 SC2609 20250917 ... 484 481.9 SC
187 187 SC2612 20250917 ... 481 479.8 SC
188 188 SC2703 20250917 ... 475.1 474.6 SC
189 189 SC2706 20250917 ... 476.8 474.7 SC
190 190 SC2709 20250917 ... 473.2 473.2 SC
191 191 SC2712 20250917 ... 473.7 472.1 SC
192 192 SC2803 20250917 ... 473.6 473.6 SC
193 193 SC2806 20250917 ... 473 471.1 SC
194 194 SC2809 20250917 ... 469 469 SC
195 195 LU2510 20250917 ... 3422 3370 LU
196 196 LU2511 20250917 ... 3447 3396 LU
197 197 LU2512 20250917 ... 3429 3377 LU
198 198 LU2601 20250917 ... 3421 3369 LU
199 199 LU2602 20250917 ... 3410 3354 LU
200 200 LU2603 20250917 ... 3387 3350 LU
201 201 LU2604 20250917 ... 3389 3349 LU
202 202 LU2605 20250917 ... 3388 3341 LU
203 203 LU2606 20250917 ... 3399 3348 LU
204 204 LU2607 20250917 ... 3379 3342 LU
205 205 LU2608 20250917 ... 3378 3343 LU
206 206 LU2609 20250917 ... 3360 3336 LU
207 207 FU2510 20250917 ... 2857 2829 FU
208 208 FU2511 20250917 ... 2863 2830 FU
209 209 FU2512 20250917 ... 2847 2815 FU
210 210 FU2601 20250917 ... 2833 2799 FU
211 211 FU2602 20250917 ... 2812 2781 FU
212 212 FU2603 20250917 ... 2803 2771 FU
213 213 FU2604 20250917 ... 2796 2767 FU
214 214 FU2605 20250917 ... 2785 2751 FU
215 215 FU2606 20250917 ... 2774 2744 FU
216 216 FU2607 20250917 ... 2754 2730 FU
217 217 FU2608 20250917 ... 2746 2723 FU
218 218 FU2609 20250917 ... 2723 2703 FU
219 219 BU2510 20250917 ... 3448 3437 BU
220 220 BU2511 20250917 ... 3439 3425 BU
221 221 BU2512 20250917 ... 3401 3384 BU
222 222 BU2601 20250917 ... 3382 3367 BU
223 223 BU2602 20250917 ... 3380 3366 BU
224 224 BU2603 20250917 ... 3383 3355 BU
225 225 BU2604 20250917 ... 3375 3340 BU
226 226 BU2605 20250917 ... 3374 3359 BU
227 227 BU2606 20250917 ... 3374 3358 BU
228 228 BU2607 20250917 ... 3363 3353 BU
229 229 BU2608 20250917 ... 3367 3350 BU
230 230 BU2609 20250917 ... 3357 3345 BU
231 231 BU2612 20250917 ... 3321 3308 BU
232 232 BU2703 20250917 ... 3325 3311 BU
233 233 BU2706 20250917 ... 3325 3319 BU
234 234 BU2709 20250917 ... 3314 3308 BU
235 235 BR2510 20250917 ... 11665 11710 BR
236 236 BR2511 20250917 ... 11620 11670 BR
237 237 BR2512 20250917 ... 11620 11660 BR
238 238 BR2601 20250917 ... 11625 11670 BR
239 239 BR2602 20250917 ... 11605 11635 BR
240 240 BR2603 20250917 ... 11640 11680 BR
241 241 BR2604 20250917 ... 11670 11690 BR
242 242 BR2605 20250917 ... 11635 11735 BR
243 243 BR2606 20250917 ... 11775 11775 BR
244 244 BR2607 20250917 ... 11880 11885 BR
245 245 BR2608 20250917 ... 11855 11900 BR
246 246 BR2609 20250917 ... 11780 11770 BR
247 247 RU2510 20250917 ... 15015 15105 RU
248 248 RU2511 20250917 ... 14960 15050 RU
249 249 RU2601 20250917 ... 15900 16000 RU
250 250 RU2603 20250917 ... 15860 15990 RU
251 251 RU2604 20250917 ... 15830 15990 RU
252 252 RU2605 20250917 ... 15885 15985 RU
253 253 RU2606 20250917 ... 15875 16005 RU
254 254 RU2607 20250917 ... 15960 15915 RU
255 255 RU2608 20250917 ... 15965 16055 RU
256 256 RU2609 20250917 ... 15975 16070 RU
257 257 NR2510 20250917 ... 12570 12640 NR
258 258 NR2511 20250917 ... 12595 12690 NR
259 259 NR2512 20250917 ... 12630 12725 NR
260 260 NR2601 20250917 ... 12660 12755 NR
261 261 NR2602 20250917 ... 12650 12785 NR
262 262 NR2603 20250917 ... 12635 12780 NR
263 263 NR2604 20250917 ... 12665 12795 NR
264 264 NR2605 20250917 ... 12670 12825 NR
265 265 NR2606 20250917 ... 12635 12635 NR
266 266 NR2607 20250917 ... 12655 12655 NR
267 267 NR2608 20250917 ... 12685 12685 NR
268 268 NR2609 20250917 ... 12685 12685 NR
269 269 SP2510 20250917 ... 5030 5048 SP
270 270 SP2511 20250917 ... 5054 5074 SP
271 271 SP2512 20250917 ... 5068 5088 SP
272 272 SP2601 20250917 ... 5344 5348 SP
273 273 SP2602 20250917 ... 5328 5334 SP
274 274 SP2603 20250917 ... 5342 5340 SP
275 275 SP2604 20250917 ... 5346 5344 SP
276 276 SP2605 20250917 ... 5356 5354 SP
277 277 SP2606 20250917 ... 5362 5360 SP
278 278 SP2607 20250917 ... 5366 5358 SP
279 279 SP2608 20250917 ... 5372 5358 SP
280 280 SP2609 20250917 ... 5368 5370 SP
281 281 OP2601 20250917 ... 4258 4258 OP
282 282 OP2602 20250917 ... 4256 4256 OP
283 283 OP2603 20250917 ... 4260 4284 OP
284 284 OP2604 20250917 ... 4278 4272 OP
285 285 OP2605 20250917 ... 4280 4286 OP
286 286 OP2606 20250917 ... 4252 4268 OP
287 287 OP2607 20250917 ... 4262 4276 OP
288 288 OP2608 20250917 ... 4272 4292 OP
289 289 OP2609 20250917 ... 4256 4256 OP
290 290 EC2510 20250917 ... 1129.4 1189.6 EC
291 291 EC2512 20250917 ... 1665.3 1710.7 EC
292 292 EC2602 20250917 ... 1572.8 1583.1 EC
293 293 EC2604 20250917 ... 1278.3 1283.3 EC
294 294 EC2606 20250917 ... 1460.7 1459 EC
295 295 EC2608 20250917 ... 1618.6 1622 EC
296 296 SC_TAS2510 20250917 ... SC_TAS
297 297 SC_TAS2511 20250917 ... SC_TAS
298 298 SC_TAS2512 20250917 ... SC_TAS
299 299 SC_TAS2601 20250917 ... SC_TAS
[300 rows x 13 columns]
2025-09-22 18:26:22,778 - future_1d - INFO - ak.get_shfe_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 a2511 20250917 3924.00 ... 3914.00 3934.00 A
1 a2601 20250917 3933.00 ... 3919.00 3937.00 A
2 a2603 20250917 3938.00 ... 3924.00 3943.00 A
3 a2605 20250917 3981.00 ... 3964.00 3984.00 A
4 a2607 20250917 3984.00 ... 3970.00 3990.00 A
5 a2609 20250917 3993.00 ... 3976.00 3998.00 A
6 b2510 20250917 3705.00 ... 3689.00 3704.00 B
7 b2511 20250917 3734.00 ... 3705.00 3745.00 B
8 b2512 20250917 3774.00 ... 3748.00 3778.00 B
9 b2601 20250917 3772.00 ... 3741.00 3765.00 B
10 b2602 20250917 3750.00 ... 3725.00 3748.00 B
11 b2603 20250917 3699.00 ... 3682.00 3701.00 B
12 b2604 20250917 3590.00 ... 3577.00 3589.00 B
13 b2605 20250917 3520.00 ... 3508.00 3519.00 B
14 b2606 20250917 3489.00 ... 3482.00 3489.00 B
15 b2607 20250917 3488.00 ... 3484.00 3488.00 B
16 b2608 20250917 3588.00 ... 3582.00 3586.00 B
17 b2609 20250917 3613.00 ... 3591.00 3607.00 B
18 bb2511 20250917 142.35 ... 142.30 142.25 BB
19 bb2601 20250917 146.95 ... 146.95 147.30 BB
20 bb2603 20250917 0.00 ... 146.90 146.90 BB
21 bb2605 20250917 0.00 ... 141.60 141.90 BB
22 bb2607 20250917 0.00 ... 146.40 146.70 BB
23 bb2609 20250917 0.00 ... 146.40 146.70 BB
24 bz2603 20250917 6090.00 ... 6069.00 6078.00 BZ
25 bz2604 20250917 6069.00 ... 6046.00 6069.00 BZ
26 bz2605 20250917 0.00 ... 6072.00 6072.00 BZ
27 bz2606 20250917 0.00 ... 6008.00 6008.00 BZ
28 bz2607 20250917 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250917 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250917 2166.00 ... 2163.00 2169.00 C
31 c2601 20250917 2153.00 ... 2155.00 2158.00 C
32 c2603 20250917 2166.00 ... 2166.00 2173.00 C
33 c2605 20250917 2226.00 ... 2226.00 2231.00 C
34 c2607 20250917 2243.00 ... 2240.00 2246.00 C
35 c2609 20250917 2256.00 ... 2254.00 2262.00 C
36 cs2511 20250917 2442.00 ... 2448.00 2445.00 CS
37 cs2601 20250917 2467.00 ... 2471.00 2475.00 CS
38 cs2603 20250917 2477.00 ... 2479.00 2485.00 CS
39 cs2605 20250917 2564.00 ... 2562.00 2568.00 CS
40 cs2607 20250917 2568.00 ... 2567.00 2575.00 CS
41 cs2609 20250917 2585.00 ... 2585.00 2592.00 CS
42 eb2509 20250917 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250917 7175.00 ... 7159.00 7158.00 EB
44 eb2511 20250917 7197.00 ... 7176.00 7170.00 EB
45 eb2512 20250917 7195.00 ... 7182.00 7175.00 EB
46 eb2601 20250917 7195.00 ... 7200.00 7195.00 EB
47 eb2602 20250917 7219.00 ... 7220.00 7216.00 EB
48 eb2603 20250917 7254.00 ... 7240.00 7237.00 EB
49 eb2604 20250917 7276.00 ... 7273.00 7272.00 EB
50 eb2605 20250917 7295.00 ... 7288.00 7288.00 EB
51 eb2606 20250917 0.00 ... 7297.00 7297.00 EB
52 eb2607 20250917 0.00 ... 7314.00 7314.00 EB
53 eb2608 20250917 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250917 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250917 4309.00 ... 4312.00 4314.00 EG
56 eg2511 20250917 4287.00 ... 4280.00 4291.00 EG
57 eg2512 20250917 4287.00 ... 4273.00 4306.00 EG
58 eg2601 20250917 4283.00 ... 4289.00 4298.00 EG
59 eg2602 20250917 4293.00 ... 4295.00 4308.00 EG
60 eg2603 20250917 4294.00 ... 4298.00 4302.00 EG
61 eg2604 20250917 4343.00 ... 4340.00 4340.00 EG
62 eg2605 20250917 4341.00 ... 4340.00 4349.00 EG
63 eg2606 20250917 4354.00 ... 4348.00 4332.00 EG
64 eg2607 20250917 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250917 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250917 1269.50 ... 1268.50 1269.00 FB
67 fb2511 20250917 1251.50 ... 1251.00 1257.00 FB
68 fb2512 20250917 1262.50 ... 1259.50 1263.50 FB
69 fb2601 20250917 1253.00 ... 1253.50 1255.50 FB
70 fb2602 20250917 1249.50 ... 1248.50 1249.50 FB
71 fb2603 20250917 1249.00 ... 1249.00 1250.50 FB
72 fb2604 20250917 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250917 0.00 ... 1301.50 1301.50 FB
74 fb2606 20250917 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250917 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250917 0.00 ... 1285.00 1285.00 FB
77 fb2609 20250917 0.00 ... 1296.00 1296.00 FB
78 i2510 20250917 821.00 ... 820.00 824.50 I
79 i2511 20250917 818.00 ... 815.50 819.00 I
80 i2512 20250917 812.50 ... 809.50 814.00 I
81 i2601 20250917 804.00 ... 801.00 805.50 I
82 i2602 20250917 800.00 ... 795.50 800.50 I
83 i2603 20250917 794.00 ... 790.00 795.00 I
84 i2604 20250917 790.00 ... 786.50 791.00 I
85 i2605 20250917 783.00 ... 780.00 783.50 I
86 i2606 20250917 777.50 ... 775.00 777.50 I
87 i2607 20250917 773.50 ... 770.50 773.50 I
88 i2608 20250917 769.00 ... 766.00 768.50 I
89 i2609 20250917 763.00 ... 760.50 764.00 I
90 j2510 20250917 1636.50 ... 1628.50 1628.50 J
91 j2511 20250917 1670.00 ... 1655.50 1662.00 J
92 j2512 20250917 1688.00 ... 1691.00 1690.00 J
93 j2601 20250917 1740.00 ... 1728.00 1726.50 J
94 j2602 20250917 1754.00 ... 1754.00 1755.00 J
95 j2603 20250917 0.00 ... 1763.50 1721.50 J
96 j2604 20250917 0.00 ... 1814.00 1814.00 J
97 j2605 20250917 1873.00 ... 1857.00 1868.50 J
98 j2606 20250917 0.00 ... 1887.00 1887.00 J
99 j2607 20250917 1885.00 ... 1885.00 1900.50 J
100 j2608 20250917 0.00 ... 1906.00 1906.00 J
101 j2609 20250917 1898.00 ... 1895.00 1911.50 J
102 jd2509 20250917 3235.00 ... 3226.00 3265.00 JD
103 jd2510 20250917 3080.00 ... 3063.00 3116.00 JD
104 jd2511 20250917 3098.00 ... 3110.00 3132.00 JD
105 jd2512 20250917 3200.00 ... 3208.00 3232.00 JD
106 jd2601 20250917 3370.00 ... 3375.00 3382.00 JD
107 jd2602 20250917 3125.00 ... 3117.00 3121.00 JD
108 jd2603 20250917 3141.00 ... 3130.00 3133.00 JD
109 jd2604 20250917 3330.00 ... 3318.00 3308.00 JD
110 jd2605 20250917 3435.00 ... 3436.00 3422.00 JD
111 jd2606 20250917 3247.00 ... 3245.00 3228.00 JD
112 jd2607 20250917 3490.00 ... 3487.00 3476.00 JD
113 jd2608 20250917 3915.00 ... 3916.00 3905.00 JD
114 jm2510 20250917 1047.00 ... 1043.00 1037.00 JM
115 jm2511 20250917 1108.00 ... 1094.50 1102.50 JM
116 jm2512 20250917 1180.00 ... 1163.50 1170.50 JM
117 jm2601 20250917 1255.00 ... 1229.50 1228.50 JM
118 jm2602 20250917 1270.50 ... 1252.50 1258.50 JM
119 jm2603 20250917 1298.00 ... 1269.50 1280.50 JM
120 jm2604 20250917 1324.00 ... 1288.50 1304.50 JM
121 jm2605 20250917 1340.00 ... 1309.00 1324.00 JM
122 jm2606 20250917 1350.50 ... 1326.00 1339.00 JM
123 jm2607 20250917 1364.50 ... 1331.50 1349.50 JM
124 jm2608 20250917 1377.50 ... 1342.50 1358.50 JM
125 jm2609 20250917 1395.00 ... 1363.50 1371.50 JM
126 l2510 20250917 7176.00 ... 7165.00 7177.00 L
127 l2511 20250917 7209.00 ... 7195.00 7209.00 L
128 l2512 20250917 7239.00 ... 7225.00 7239.00 L
129 l2601 20250917 7252.00 ... 7249.00 7260.00 L
130 l2602 20250917 7244.00 ... 7241.00 7246.00 L
131 l2603 20250917 7259.00 ... 7257.00 7262.00 L
132 l2604 20250917 7294.00 ... 7290.00 7284.00 L
133 l2605 20250917 7285.00 ... 7290.00 7284.00 L
134 l2606 20250917 7282.00 ... 7280.00 7283.00 L
135 l2607 20250917 7301.00 ... 7302.00 7296.00 L
136 l2608 20250917 7309.00 ... 7310.00 7306.00 L
137 l2609 20250917 7315.00 ... 7311.00 7299.00 L
138 lg2509 20250917 770.00 ... 770.00 768.00 LG
139 lg2511 20250917 806.50 ... 808.50 806.50 LG
140 lg2601 20250917 820.50 ... 822.50 820.50 LG
141 lg2603 20250917 826.00 ... 827.00 826.50 LG
142 lg2605 20250917 832.50 ... 831.50 832.50 LG
143 lg2607 20250917 832.00 ... 832.50 833.00 LG
144 lh2509 20250917 12985.00 ... 12985.00 13100.00 LH
145 lh2511 20250917 13110.00 ... 13055.00 13210.00 LH
146 lh2601 20250917 13690.00 ... 13575.00 13725.00 LH
147 lh2603 20250917 13025.00 ... 13005.00 13025.00 LH
148 lh2605 20250917 13600.00 ... 13540.00 13555.00 LH
149 lh2607 20250917 14400.00 ... 14315.00 14240.00 LH
150 m2511 20250917 3009.00 ... 2980.00 3015.00 M
151 m2512 20250917 3058.00 ... 3031.00 3064.00 M
152 m2601 20250917 3042.00 ... 3019.00 3046.00 M
153 m2603 20250917 2980.00 ... 2960.00 2986.00 M
154 m2605 20250917 2804.00 ... 2790.00 2807.00 M
155 m2607 20250917 2783.00 ... 2774.00 2786.00 M
156 m2608 20250917 2911.00 ... 2901.00 2912.00 M
157 m2609 20250917 2915.00 ... 2904.00 2918.00 M
158 p2510 20250917 9402.00 ... 9408.00 9406.00 P
159 p2511 20250917 9466.00 ... 9416.00 9432.00 P
160 p2512 20250917 9506.00 ... 9464.00 9462.00 P
161 p2601 20250917 9534.00 ... 9494.00 9484.00 P
162 p2602 20250917 9498.00 ... 9464.00 9434.00 P
163 p2603 20250917 9466.00 ... 9416.00 9404.00 P
164 p2604 20250917 9400.00 ... 9340.00 9326.00 P
165 p2605 20250917 9290.00 ... 9258.00 9242.00 P
166 p2606 20250917 9198.00 ... 9140.00 9126.00 P
167 p2607 20250917 9090.00 ... 9060.00 9020.00 P
168 p2608 20250917 9028.00 ... 8988.00 8954.00 P
169 p2609 20250917 8930.00 ... 8922.00 8882.00 P
170 pg2509 20250917 3798.00 ... 3752.00 3750.00 PG
171 pg2510 20250917 4477.00 ... 4485.00 4494.00 PG
172 pg2511 20250917 4428.00 ... 4431.00 4440.00 PG
173 pg2512 20250917 4370.00 ... 4372.00 4377.00 PG
174 pg2601 20250917 4303.00 ... 4305.00 4313.00 PG
175 pg2602 20250917 4235.00 ... 4240.00 4242.00 PG
176 pg2603 20250917 4146.00 ... 4148.00 4151.00 PG
177 pg2604 20250917 4449.00 ... 4476.00 4476.00 PG
178 pg2605 20250917 4375.00 ... 4383.00 4385.00 PG
179 pg2606 20250917 4327.00 ... 4327.00 4323.00 PG
180 pg2607 20250917 0.00 ... 4270.00 4270.00 PG
181 pg2608 20250917 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250917 6898.00 ... 6878.00 6887.00 PP
183 pp2511 20250917 6906.00 ... 6916.00 6922.00 PP
184 pp2512 20250917 6952.00 ... 6951.00 6959.00 PP
185 pp2601 20250917 6977.00 ... 6982.00 6992.00 PP
186 pp2602 20250917 6961.00 ... 6958.00 6966.00 PP
187 pp2603 20250917 6969.00 ... 6969.00 6958.00 PP
188 pp2604 20250917 6992.00 ... 6996.00 6979.00 PP
189 pp2605 20250917 7005.00 ... 7013.00 7010.00 PP
190 pp2606 20250917 6983.00 ... 6982.00 6966.00 PP
191 pp2607 20250917 6952.00 ... 6950.00 6945.00 PP
192 pp2608 20250917 6958.00 ... 6958.00 6944.00 PP
193 pp2609 20250917 6977.00 ... 6983.00 6976.00 PP
194 rr2510 20250917 3604.00 ... 3604.00 3594.00 RR
195 rr2511 20250917 3604.00 ... 3605.00 3602.00 RR
196 rr2512 20250917 3601.00 ... 3599.00 3598.00 RR
197 rr2601 20250917 3621.00 ... 3621.00 3617.00 RR
198 rr2602 20250917 3599.00 ... 3599.00 3597.00 RR
199 rr2603 20250917 3608.00 ... 3608.00 3610.00 RR
200 rr2604 20250917 3611.00 ... 3611.00 3607.00 RR
201 rr2605 20250917 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250917 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250917 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250917 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250917 0.00 ... 3614.00 3614.00 RR
206 v2510 20250917 4853.00 ... 4852.00 4849.00 V
207 v2511 20250917 4881.00 ... 4883.00 4882.00 V
208 v2512 20250917 4929.00 ... 4924.00 4921.00 V
209 v2601 20250917 4966.00 ... 4967.00 4964.00 V
210 v2602 20250917 5003.00 ... 5005.00 4998.00 V
211 v2603 20250917 5038.00 ... 5035.00 5028.00 V
212 v2604 20250917 5234.00 ... 5228.00 5233.00 V
213 v2605 20250917 5266.00 ... 5268.00 5270.00 V
214 v2606 20250917 5301.00 ... 5299.00 5302.00 V
215 v2607 20250917 5321.00 ... 5329.00 5327.00 V
216 v2608 20250917 5371.00 ... 5366.00 5368.00 V
217 v2609 20250917 5373.00 ... 5382.00 5384.00 V
218 y2511 20250917 8458.00 ... 8440.00 8446.00 Y
219 y2512 20250917 8478.00 ... 8476.00 8462.00 Y
220 y2601 20250917 8448.00 ... 8422.00 8418.00 Y
221 y2603 20250917 8356.00 ... 8350.00 8336.00 Y
222 y2605 20250917 8150.00 ... 8132.00 8122.00 Y
223 y2607 20250917 8094.00 ... 8088.00 8076.00 Y
224 y2608 20250917 8114.00 ... 8104.00 8078.00 Y
225 y2609 20250917 8100.00 ... 8080.00 8086.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:23,270 - future_1d - INFO - ak.get_dce_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 SC2510 20250917 498.6 ... 498.4 492.1 SC
1 SC2511 20250917 499.5 ... 499.8 493.5 SC
2 SC2512 20250917 496 ... 496.8 491.1 SC
3 SC2601 20250917 495.5 ... 494.7 490.1 SC
4 SC2602 20250917 492.5 ... 492.1 488 SC
5 SC2603 20250917 491.5 ... 491.8 487.7 SC
6 SC2604 20250917 490.2 ... 490.3 486.4 SC
7 SC2605 20250917 489.8 ... 490.5 486.3 SC
8 SC2606 20250917 487 ... 489.4 485.6 SC
9 SC2607 20250917 488 ... 488.3 485.7 SC
10 SC2608 20250917 487.5 ... 487.5 484.2 SC
11 SC2609 20250917 484 ... 484 481.9 SC
12 SC2612 20250917 481.4 ... 481 479.8 SC
13 SC2703 20250917 ... 475.1 474.6 SC
14 SC2706 20250917 ... 476.8 474.7 SC
15 SC2709 20250917 ... 473.2 473.2 SC
16 SC2712 20250917 473.7 ... 473.7 472.1 SC
17 SC2803 20250917 ... 473.6 473.6 SC
18 SC2806 20250917 474.8 ... 473 471.1 SC
19 SC2809 20250917 ... 469 469 SC
21 LU2510 20250917 3387 ... 3422 3370 LU
22 LU2511 20250917 3425 ... 3447 3396 LU
23 LU2512 20250917 3418 ... 3429 3377 LU
24 LU2601 20250917 3391 ... 3421 3369 LU
25 LU2602 20250917 3384 ... 3410 3354 LU
26 LU2603 20250917 3375 ... 3387 3350 LU
27 LU2604 20250917 3374 ... 3389 3349 LU
28 LU2605 20250917 3378 ... 3388 3341 LU
29 LU2606 20250917 3390 ... 3399 3348 LU
30 LU2607 20250917 3369 ... 3379 3342 LU
31 LU2608 20250917 3370 ... 3378 3343 LU
32 LU2609 20250917 3361 ... 3360 3336 LU
34 NR2510 20250917 12675 ... 12570 12640 NR
35 NR2511 20250917 12715 ... 12595 12690 NR
36 NR2512 20250917 12750 ... 12630 12725 NR
37 NR2601 20250917 12740 ... 12660 12755 NR
38 NR2602 20250917 12770 ... 12650 12785 NR
39 NR2603 20250917 12755 ... 12635 12780 NR
40 NR2604 20250917 12765 ... 12665 12795 NR
41 NR2605 20250917 12735 ... 12670 12825 NR
42 NR2606 20250917 ... 12635 12635 NR
43 NR2607 20250917 ... 12655 12655 NR
44 NR2608 20250917 ... 12685 12685 NR
45 NR2609 20250917 ... 12685 12685 NR
47 BC2510 20250917 71940 ... 71650 72020 BC
48 BC2511 20250917 72050 ... 71640 72070 BC
49 BC2512 20250917 71670 ... 71670 72120 BC
50 BC2601 20250917 ... 72000 72000 BC
51 BC2602 20250917 ... 71650 71650 BC
52 BC2603 20250917 ... 71950 71950 BC
53 BC2604 20250917 ... 71550 71550 BC
54 BC2605 20250917 ... 71550 71550 BC
55 BC2606 20250917 ... 71500 71500 BC
56 BC2607 20250917 ... 71560 71560 BC
57 BC2608 20250917 ... 71550 71550 BC
58 BC2609 20250917 ... 71550 71550 BC
60 EC2510 20250917 1150 ... 1129.4 1189.6 EC
61 EC2512 20250917 1664 ... 1665.3 1710.7 EC
62 EC2602 20250917 1588 ... 1572.8 1583.1 EC
63 EC2604 20250917 1283.7 ... 1278.3 1283.3 EC
64 EC2606 20250917 1460 ... 1460.7 1459 EC
65 EC2608 20250917 1620 ... 1618.6 1622 EC
68 SC_TAS2510 20250917 ... SC_TAS
69 SC_TAS2511 20250917 ... SC_TAS
70 SC_TAS2512 20250917 ... SC_TAS
71 SC_TAS2601 20250917 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 18:26:23,347 - future_1d - INFO - ak.get_ine_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 IC2509 20250917 7151.000 ... 7244.200 7162.000 IC
1 IC2510 20250917 7120.000 ... 7186.400 7103.600 IC
2 IC2512 20250917 6990.000 ... 7068.600 6994.200 IC
3 IC2603 20250917 6835.200 ... 6904.600 6836.200 IC
4 IF2509 20250917 4518.000 ... 4548.400 4517.000 IF
5 IF2510 20250917 4505.000 ... 4538.200 4507.000 IF
6 IF2512 20250917 4493.800 ... 4514.600 4486.600 IF
7 IF2603 20250917 4466.600 ... 4488.200 4462.600 IF
8 IH2509 20250917 2951.200 ... 2953.600 2950.400 IH
9 IH2510 20250917 2952.800 ... 2952.000 2949.400 IH
10 IH2512 20250917 2953.200 ... 2952.800 2950.800 IH
11 IH2603 20250917 2955.000 ... 2956.200 2954.600 IH
12 IM2509 20250917 7453.000 ... 7544.200 7454.000 IM
13 IM2510 20250917 7395.000 ... 7477.800 7384.200 IM
14 IM2512 20250917 7248.000 ... 7324.000 7232.200 IM
15 IM2603 20250917 7039.000 ... 7119.600 7026.800 IM
16 T2512 20250917 107.985 ... 108.135 108.010 T
17 T2603 20250917 107.660 ... 107.845 107.685 T
18 T2606 20250917 107.475 ... 107.670 107.515 T
19 TF2512 20250917 105.760 ... 105.870 105.780 TF
20 TF2603 20250917 105.645 ... 105.730 105.650 TF
21 TF2606 20250917 105.560 ... 105.645 105.535 TF
22 TL2512 20250917 115.440 ... 115.820 115.520 TL
23 TL2603 20250917 115.180 ... 115.490 115.180 TL
24 TL2606 20250917 115.020 ... 115.420 115.120 TL
25 TS2512 20250917 102.406 ... 102.450 102.410 TS
26 TS2603 20250917 102.334 ... 102.366 102.346 TS
27 TS2606 20250917 102.296 ... 102.324 102.302 TS
[28 rows x 12 columns]
2025-09-22 18:26:23,684 - future_1d - INFO - ak.get_cffex_daily('2025-09-17') done
2025-09-22 18:26:25,448 - future_1d - INFO - save future_daily 2025-09-17 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250918 53405.0 ... 53200.0 53465.0 PS
1 PS2511 20250918 53200.0 ... 53160.0 53465.0 PS
2 PS2512 20250918 56000.0 ... 55775.0 56115.0 PS
3 PS2601 20250918 55985.0 ... 55590.0 56020.0 PS
4 PS2602 20250918 55930.0 ... 55695.0 56125.0 PS
5 PS2603 20250918 55955.0 ... 55635.0 56150.0 PS
6 PS2604 20250918 55955.0 ... 55870.0 56195.0 PS
7 PS2605 20250918 56075.0 ... 55705.0 56225.0 PS
8 PS2606 20250918 58385.0 ... 58010.0 58570.0 PS
9 PS2607 20250918 58375.0 ... 57890.0 58665.0 PS
10 PS2608 20250918 58810.0 ... 57885.0 58725.0 PS
11 PS2609 20250918 58530.0 ... 57975.0 58695.0 PS
13 SI2510 20250918 8910.0 ... 8940.0 8910.0 SI
14 SI2511 20250918 8920.0 ... 8980.0 8925.0 SI
15 SI2512 20250918 9290.0 ... 9355.0 9305.0 SI
16 SI2601 20250918 9335.0 ... 9355.0 9305.0 SI
17 SI2602 20250918 9325.0 ... 9350.0 9320.0 SI
18 SI2603 20250918 9340.0 ... 9360.0 9340.0 SI
19 SI2604 20250918 9630.0 ... 9385.0 9325.0 SI
20 SI2605 20250918 9365.0 ... 9390.0 9350.0 SI
21 SI2606 20250918 9340.0 ... 9425.0 9335.0 SI
22 SI2607 20250918 9350.0 ... 9385.0 9355.0 SI
23 SI2608 20250918 9385.0 ... 9410.0 9360.0 SI
24 SI2609 20250918 9330.0 ... 9390.0 9370.0 SI
27 LC2510 20250918 73280.0 ... 72620.0 73280.0 LC
28 LC2511 20250918 73120.0 ... 72780.0 73420.0 LC
29 LC2512 20250918 73140.0 ... 72840.0 73560.0 LC
30 LC2601 20250918 73480.0 ... 72840.0 73560.0 LC
31 LC2602 20250918 73120.0 ... 72580.0 73440.0 LC
32 LC2603 20250918 73300.0 ... 72780.0 73480.0 LC
33 LC2604 20250918 73980.0 ... 73520.0 74080.0 LC
34 LC2605 20250918 74220.0 ... 73420.0 74120.0 LC
35 LC2606 20250918 74040.0 ... 73260.0 73860.0 LC
36 LC2607 20250918 74000.0 ... 73160.0 73760.0 LC
37 LC2608 20250918 74100.0 ... 73060.0 73620.0 LC
38 LC2609 20250918 75060.0 ... 72980.0 73780.0 LC
[36 rows x 12 columns]
2025-09-22 18:26:31,495 - future_1d - INFO - ak.get_gfex_daily('2025-09-18') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250918 8404.0 8455.0 ... 32883.69 8427.0 8408.0 AP
1 AP511 20250918 8216.0 8254.0 ... 2697.90 8227.0 8196.0 AP
2 AP512 20250918 8171.0 8238.0 ... 369.66 8215.0 8175.0 AP
3 AP601 20250918 8260.0 8324.0 ... 381468.68 8286.0 8252.0 AP
4 AP603 20250918 8086.0 8197.0 ... 450.19 8185.0 8151.0 AP
5 AP604 20250918 8107.0 8189.0 ... 106.28 8176.0 8144.0 AP
6 AP605 20250918 8206.0 8262.0 ... 2330.93 8237.0 8206.0 AP
7 CF511 20250918 13775.0 13790.0 ... 287741.64 13710.0 13780.0 CF
8 CF601 20250918 13900.0 13925.0 ... 1751429.51 13835.0 13915.0 CF
9 CF603 20250918 13850.0 13880.0 ... 1566.35 13800.0 13880.0 CF
10 CF605 20250918 13850.0 13885.0 ... 162867.13 13795.0 13875.0 CF
11 CF607 20250918 13890.0 13900.0 ... 1305.99 13820.0 13900.0 CF
12 CF609 20250918 14040.0 14045.0 ... 420.01 14000.0 14020.0 CF
13 CJ512 20250918 10805.0 10825.0 ... 4662.21 10670.0 10780.0 CJ
14 CJ601 20250918 10795.0 10845.0 ... 674660.94 10720.0 10800.0 CJ
15 CJ603 20250918 10855.0 10865.0 ... 15413.58 10735.0 10820.0 CJ
16 CJ605 20250918 10895.0 10955.0 ... 137640.13 10810.0 10915.0 CJ
17 CJ607 20250918 11050.0 11085.0 ... 5259.50 10935.0 11040.0 CJ
18 CJ609 20250918 11200.0 11210.0 ... 696.20 11050.0 11195.0 CJ
19 CY510 20250918 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250918 19995.0 20005.0 ... 109011.48 19880.0 19975.0 CY
21 CY512 20250918 0.0 0.0 ... 0.00 19710.0 19720.0 CY
22 CY601 20250918 19850.0 19980.0 ... 3418.93 19875.0 19970.0 CY
23 CY602 20250918 19810.0 19810.0 ... 9.91 19810.0 20090.0 CY
24 CY603 20250918 0.0 0.0 ... 0.00 20170.0 20170.0 CY
25 CY604 20250918 0.0 0.0 ... 0.00 19995.0 20030.0 CY
26 CY605 20250918 0.0 0.0 ... 0.00 20025.0 20135.0 CY
27 CY606 20250918 0.0 0.0 ... 0.00 19990.0 20010.0 CY
28 CY607 20250918 0.0 0.0 ... 0.00 20290.0 20300.0 CY
29 CY608 20250918 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250918 0.0 0.0 ... 0.00 20305.0 20365.0 CY
31 FG510 20250918 1100.0 1110.0 ... 10745.50 1096.0 1109.0 FG
32 FG511 20250918 1108.0 1113.0 ... 156092.29 1095.0 1112.0 FG
33 FG512 20250918 1226.0 1236.0 ... 89127.26 1215.0 1233.0 FG
34 FG601 20250918 1232.0 1238.0 ... 4233727.55 1219.0 1235.0 FG
35 FG602 20250918 1287.0 1290.0 ... 39262.30 1271.0 1283.0 FG
36 FG603 20250918 1289.0 1293.0 ... 2328.38 1277.0 1287.0 FG
37 FG604 20250918 1341.0 1345.0 ... 1174.93 1332.0 1340.0 FG
38 FG605 20250918 1337.0 1347.0 ... 115814.20 1333.0 1339.0 FG
39 FG606 20250918 1372.0 1373.0 ... 1035.67 1363.0 1367.0 FG
40 FG607 20250918 1365.0 1368.0 ... 1986.01 1358.0 1361.0 FG
41 FG608 20250918 1397.0 1397.0 ... 1471.15 1388.0 1387.0 FG
42 FG609 20250918 1394.0 1398.0 ... 3834.29 1390.0 1391.0 FG
43 JR511 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250918 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250918 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250918 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250918 2285.0 2288.0 ... 6458.23 2266.0 2290.0 MA
52 MA511 20250918 2309.0 2312.0 ... 146848.25 2291.0 2315.0 MA
53 MA512 20250918 2354.0 2354.0 ... 97591.61 2334.0 2356.0 MA
54 MA601 20250918 2376.0 2376.0 ... 1402531.94 2356.0 2380.0 MA
55 MA602 20250918 2397.0 2398.0 ... 38398.34 2377.0 2401.0 MA
56 MA603 20250918 2409.0 2409.0 ... 825.11 2392.0 2416.0 MA
57 MA604 20250918 2408.0 2411.0 ... 24.06 2406.0 2416.0 MA
58 MA605 20250918 2396.0 2399.0 ... 97740.83 2389.0 2401.0 MA
59 MA606 20250918 2400.0 2402.0 ... 28.75 2396.0 2407.0 MA
60 MA607 20250918 2381.0 2384.0 ... 30.93 2379.0 2389.0 MA
61 MA608 20250918 2386.0 2386.0 ... 2.39 2386.0 2383.0 MA
62 MA609 20250918 2373.0 2373.0 ... 2916.26 2367.0 2372.0 MA
63 OI511 20250918 10155.0 10176.0 ... 546559.31 10129.0 10217.0 OI
64 OI601 20250918 9991.0 10010.0 ... 2660233.71 9966.0 10055.0 OI
65 OI603 20250918 9756.0 9771.0 ... 3058.76 9741.0 9801.0 OI
66 OI605 20250918 9533.0 9541.0 ... 138039.59 9501.0 9572.0 OI
67 OI607 20250918 9470.0 9512.0 ... 937.47 9469.0 9517.0 OI
68 OI609 20250918 9457.0 9483.0 ... 1039.02 9446.0 9481.0 OI
69 PF510 20250918 6414.0 6452.0 ... 12767.35 6404.0 6392.0 PF
70 PF511 20250918 6406.0 6452.0 ... 884407.61 6406.0 6382.0 PF
71 PF512 20250918 6388.0 6426.0 ... 496371.15 6378.0 6362.0 PF
72 PF601 20250918 6418.0 6462.0 ... 59587.85 6420.0 6408.0 PF
73 PF602 20250918 6432.0 6466.0 ... 106013.77 6414.0 6410.0 PF
74 PF603 20250918 6428.0 6478.0 ... 209.81 6456.0 6412.0 PF
75 PF604 20250918 6464.0 6500.0 ... 188.24 6492.0 6438.0 PF
76 PF605 20250918 6486.0 6530.0 ... 143.14 6506.0 6470.0 PF
77 PF606 20250918 6502.0 6542.0 ... 29.32 6516.0 6480.0 PF
78 PF607 20250918 6522.0 6564.0 ... 26.17 6542.0 6504.0 PF
79 PF608 20250918 6576.0 6576.0 ... 13.13 6566.0 6524.0 PF
80 PF609 20250918 6560.0 6560.0 ... 6.55 6554.0 6580.0 PF
81 PK510 20250918 7818.0 7862.0 ... 6038.10 7842.0 7818.0 PK
82 PK511 20250918 7822.0 7872.0 ... 376133.40 7844.0 7810.0 PK
83 PK512 20250918 7842.0 7872.0 ... 127558.71 7846.0 7824.0 PK
84 PK601 20250918 7826.0 7844.0 ... 30568.69 7834.0 7830.0 PK
85 PK603 20250918 7850.0 7858.0 ... 74.61 7854.0 7850.0 PK
86 PK604 20250918 7868.0 7870.0 ... 23.59 7864.0 7862.0 PK
87 PK605 20250918 7864.0 7878.0 ... 2660.28 7872.0 7870.0 PK
88 PL601 20250918 6466.0 6474.0 ... 67376.72 6443.0 6449.0 PL
89 PL602 20250918 6480.0 6501.0 ... 1967.11 6471.0 6477.0 PL
90 PL603 20250918 6495.0 6515.0 ... 39.01 6502.0 6499.0 PL
91 PL604 20250918 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250918 0.0 0.0 ... 0.00 6419.0 6428.0 PL
93 PL606 20250918 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250918 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250918 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250918 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250918 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250918 5880.0 5912.0 ... 2120.51 5866.0 5870.0 PR
104 PR511 20250918 5860.0 5906.0 ... 815102.13 5878.0 5856.0 PR
105 PR512 20250918 5874.0 5908.0 ... 723632.37 5884.0 5858.0 PR
106 PR601 20250918 5862.0 5904.0 ... 112287.43 5866.0 5856.0 PR
107 PR602 20250918 5896.0 5928.0 ... 4506.64 5892.0 5886.0 PR
108 PR603 20250918 5916.0 5930.0 ... 292.30 5906.0 5906.0 PR
109 PR604 20250918 5928.0 5928.0 ... 17.77 5924.0 5930.0 PR
110 PR605 20250918 5960.0 5978.0 ... 35.75 5960.0 5924.0 PR
111 PR606 20250918 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250918 0.0 0.0 ... 0.00 5952.0 5962.0 PR
113 PR608 20250918 0.0 0.0 ... 0.00 5958.0 5966.0 PR
114 PR609 20250918 0.0 0.0 ... 0.00 5932.0 5932.0 PR
115 PX510 20250918 6788.0 6874.0 ... 1735.79 6754.0 6796.0 PX
116 PX511 20250918 6770.0 6850.0 ... 907304.33 6764.0 6782.0 PX
117 PX512 20250918 6750.0 6824.0 ... 315247.99 6748.0 6760.0 PX
118 PX601 20250918 6738.0 6798.0 ... 203714.10 6728.0 6732.0 PX
119 PX602 20250918 6724.0 6790.0 ... 22280.11 6720.0 6722.0 PX
120 PX603 20250918 6732.0 6732.0 ... 6.72 6718.0 6742.0 PX
121 PX604 20250918 6716.0 6720.0 ... 6.72 6718.0 6742.0 PX
122 PX605 20250918 6728.0 6780.0 ... 1110.31 6710.0 6728.0 PX
123 PX606 20250918 0.0 0.0 ... 0.00 6686.0 6718.0 PX
124 PX607 20250918 6736.0 6814.0 ... 87.54 6734.0 6736.0 PX
125 PX608 20250918 6694.0 6694.0 ... 3.35 6694.0 6748.0 PX
126 PX609 20250918 6770.0 6770.0 ... 16.81 6724.0 6750.0 PX
127 RI511 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250918 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250918 2490.0 2522.0 ... 29211.27 2500.0 2499.0 RM
134 RM601 20250918 2462.0 2487.0 ... 751591.08 2469.0 2485.0 RM
135 RM603 20250918 2384.0 2394.0 ... 16015.45 2378.0 2392.0 RM
136 RM605 20250918 2364.0 2374.0 ... 106627.58 2362.0 2377.0 RM
137 RM607 20250918 2354.0 2364.0 ... 7553.95 2353.0 2375.0 RM
138 RM608 20250918 2463.0 2463.0 ... 203.96 2457.0 2472.0 RM
139 RM609 20250918 2443.0 2449.0 ... 1717.99 2440.0 2466.0 RM
140 RS511 20250918 5280.0 5299.0 ... 58.03 5276.0 5295.0 RS
141 RS607 20250918 5563.0 5563.0 ... 22.23 5558.0 5548.0 RS
142 RS608 20250918 5539.0 5572.0 ... 77.81 5558.0 5560.0 RS
143 RS609 20250918 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250918 1252.0 1253.0 ... 13273.58 1227.0 1246.0 SA
145 SA511 20250918 1254.0 1265.0 ... 631576.40 1239.0 1258.0 SA
146 SA512 20250918 1322.0 1330.0 ... 256567.90 1303.0 1321.0 SA
147 SA601 20250918 1334.0 1342.0 ... 3940997.80 1317.0 1333.0 SA
148 SA602 20250918 1367.0 1372.0 ... 355908.90 1351.0 1362.0 SA
149 SA603 20250918 1370.0 1378.0 ... 5880.17 1352.0 1370.0 SA
150 SA604 20250918 1414.0 1417.0 ... 1771.09 1397.0 1411.0 SA
151 SA605 20250918 1414.0 1424.0 ... 125919.59 1405.0 1415.0 SA
152 SA606 20250918 1431.0 1433.0 ... 1787.90 1414.0 1425.0 SA
153 SA607 20250918 1428.0 1432.0 ... 3379.94 1415.0 1424.0 SA
154 SA608 20250918 1451.0 1451.0 ... 2731.40 1438.0 1443.0 SA
155 SA609 20250918 1451.0 1457.0 ... 4601.14 1446.0 1448.0 SA
156 SF510 20250918 5564.0 5660.0 ... 11038.72 5602.0 5544.0 SF
157 SF511 20250918 5746.0 5856.0 ... 924236.30 5780.0 5726.0 SF
158 SF512 20250918 5720.0 5828.0 ... 170068.38 5752.0 5700.0 SF
159 SF601 20250918 5720.0 5824.0 ... 312152.99 5760.0 5704.0 SF
160 SF602 20250918 5688.0 5782.0 ... 52658.98 5714.0 5666.0 SF
161 SF603 20250918 5848.0 5890.0 ... 134.95 5868.0 5842.0 SF
162 SF604 20250918 5920.0 5920.0 ... 8.84 5892.0 5856.0 SF
163 SF605 20250918 5840.0 5924.0 ... 5530.89 5860.0 5810.0 SF
164 SF606 20250918 5800.0 5882.0 ... 43.76 5834.0 5758.0 SF
165 SF607 20250918 5926.0 6020.0 ... 107.37 5966.0 5948.0 SF
166 SF608 20250918 5952.0 5978.0 ... 32.75 5954.0 5902.0 SF
167 SF609 20250918 5938.0 5988.0 ... 50.61 5954.0 5884.0 SF
168 SH510 20250918 2500.0 2534.0 ... 55450.55 2503.0 2511.0 SH
169 SH511 20250918 2531.0 2568.0 ... 693793.25 2538.0 2538.0 SH
170 SH512 20250918 2603.0 2621.0 ... 284811.14 2596.0 2589.0 SH
171 SH601 20250918 2610.0 2622.0 ... 3451150.83 2600.0 2593.0 SH
172 SH602 20250918 2620.0 2641.0 ... 96292.71 2623.0 2612.0 SH
173 SH603 20250918 2645.0 2657.0 ... 4184.45 2637.0 2631.0 SH
174 SH604 20250918 2683.0 2700.0 ... 273.99 2686.0 2671.0 SH
175 SH605 20250918 2695.0 2708.0 ... 18960.10 2689.0 2683.0 SH
176 SH606 20250918 2712.0 2718.0 ... 97.40 2705.0 2698.0 SH
177 SH607 20250918 2701.0 2709.0 ... 88.68 2687.0 2690.0 SH
178 SH608 20250918 2690.0 2690.0 ... 16.11 2686.0 2689.0 SH
179 SH609 20250918 2716.0 2724.0 ... 308.92 2710.0 2703.0 SH
180 SM510 20250918 5840.0 5930.0 ... 11614.66 5870.0 5848.0 SM
181 SM511 20250918 5936.0 5998.0 ... 656579.46 5946.0 5936.0 SM
182 SM512 20250918 5952.0 6008.0 ... 141399.49 5954.0 5940.0 SM
183 SM601 20250918 5970.0 6026.0 ... 735194.69 5976.0 5956.0 SM
184 SM602 20250918 5996.0 6028.0 ... 456433.58 5974.0 5964.0 SM
185 SM603 20250918 5964.0 6036.0 ... 437.46 5994.0 5978.0 SM
186 SM604 20250918 5990.0 5990.0 ... 3.00 5990.0 5986.0 SM
187 SM605 20250918 6004.0 6062.0 ... 9724.06 6010.0 5984.0 SM
188 SM606 20250918 6052.0 6052.0 ... 12.04 6020.0 6006.0 SM
189 SM607 20250918 6074.0 6076.0 ... 39.28 6042.0 6006.0 SM
190 SM608 20250918 6040.0 6052.0 ... 9.07 6048.0 6040.0 SM
191 SM609 20250918 6026.0 6088.0 ... 473.91 6038.0 6030.0 SM
192 SR511 20250918 5535.0 5546.0 ... 167263.30 5508.0 5537.0 SR
193 SR601 20250918 5526.0 5536.0 ... 1733746.50 5496.0 5538.0 SR
194 SR603 20250918 5515.0 5524.0 ... 6147.21 5484.0 5523.0 SR
195 SR605 20250918 5507.0 5517.0 ... 186984.65 5472.0 5514.0 SR
196 SR607 20250918 5508.0 5515.0 ... 9120.03 5481.0 5514.0 SR
197 SR609 20250918 5510.0 5523.0 ... 3975.11 5490.0 5524.0 SR
198 TA510 20250918 4674.0 4718.0 ... 25888.62 4674.0 4670.0 TA
199 TA511 20250918 4684.0 4734.0 ... 432739.31 4690.0 4682.0 TA
200 TA512 20250918 4702.0 4746.0 ... 212817.89 4706.0 4694.0 TA
201 TA601 20250918 4704.0 4748.0 ... 2019674.44 4708.0 4698.0 TA
202 TA602 20250918 4710.0 4756.0 ... 30094.94 4712.0 4710.0 TA
203 TA603 20250918 4736.0 4748.0 ... 21.32 4738.0 4714.0 TA
204 TA604 20250918 4744.0 4744.0 ... 52.17 4744.0 4720.0 TA
205 TA605 20250918 4740.0 4780.0 ... 62364.73 4740.0 4740.0 TA
206 TA606 20250918 4730.0 4730.0 ... 2.37 4730.0 4752.0 TA
207 TA607 20250918 4766.0 4770.0 ... 11.90 4760.0 4762.0 TA
208 TA608 20250918 0.0 0.0 ... 0.00 4746.0 4770.0 TA
209 TA609 20250918 4778.0 4810.0 ... 88.05 4760.0 4776.0 TA
210 UR510 20250918 1587.0 1588.0 ... 3670.35 1577.0 1593.0 UR
211 UR511 20250918 1660.0 1664.0 ... 52101.60 1653.0 1665.0 UR
212 UR512 20250918 1674.0 1674.0 ... 14111.41 1664.0 1675.0 UR
213 UR601 20250918 1681.0 1681.0 ... 381294.71 1671.0 1681.0 UR
214 UR602 20250918 1677.0 1683.0 ... 821.81 1677.0 1685.0 UR
215 UR603 20250918 1725.0 1729.0 ... 110.19 1722.0 1732.0 UR
216 UR604 20250918 1727.0 1730.0 ... 75.89 1725.0 1738.0 UR
217 UR605 20250918 1736.0 1736.0 ... 22637.52 1726.0 1734.0 UR
218 UR606 20250918 1729.0 1730.0 ... 306.80 1724.0 1734.0 UR
219 UR607 20250918 1756.0 1760.0 ... 207.29 1757.0 1761.0 UR
220 UR608 20250918 1749.0 1753.0 ... 97.96 1749.0 1758.0 UR
221 UR609 20250918 1754.0 1755.0 ... 268.94 1746.0 1755.0 UR
222 WH511 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250918 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250918 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:26:31,793 - future_1d - INFO - ak.get_czce_daily('2025-09-18') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250918 ... 79800 80720 CU
1 1 CU2511 20250918 ... 79780 80750 CU
2 2 CU2512 20250918 ... 79760 80730 CU
3 3 CU2601 20250918 ... 79800 80730 CU
4 4 CU2602 20250918 ... 79780 80720 CU
5 5 CU2603 20250918 ... 79840 80730 CU
6 6 CU2604 20250918 ... 79790 80700 CU
7 7 CU2605 20250918 ... 79820 80830 CU
8 8 CU2606 20250918 ... 79780 80700 CU
9 9 CU2607 20250918 ... 79720 80680 CU
10 10 CU2608 20250918 ... 79790 80600 CU
11 11 CU2609 20250918 ... 79830 80650 CU
12 12 BC2510 20250918 ... 70760 71650 BC
13 13 BC2511 20250918 ... 70820 71640 BC
14 14 BC2512 20250918 ... 71670 71670 BC
15 15 BC2601 20250918 ... 71000 72000 BC
16 16 BC2602 20250918 ... 71100 71650 BC
17 17 BC2603 20250918 ... 71200 71950 BC
18 18 BC2604 20250918 ... 71300 71550 BC
19 19 BC2605 20250918 ... 71300 71550 BC
20 20 BC2606 20250918 ... 71400 71500 BC
21 21 BC2607 20250918 ... 71400 71560 BC
22 22 BC2608 20250918 ... 71400 71550 BC
23 23 BC2609 20250918 ... 71550 71550 BC
24 24 AL2510 20250918 ... 20775 20965 AL
25 25 AL2511 20250918 ... 20795 20980 AL
26 26 AL2512 20250918 ... 20790 20965 AL
27 27 AL2601 20250918 ... 20790 20940 AL
28 28 AL2602 20250918 ... 20790 20930 AL
29 29 AL2603 20250918 ... 20810 20935 AL
30 30 AL2604 20250918 ... 20820 20955 AL
31 31 AL2605 20250918 ... 20825 20965 AL
32 32 AL2606 20250918 ... 20845 20960 AL
33 33 AL2607 20250918 ... 20825 20950 AL
34 34 AL2608 20250918 ... 20830 20960 AL
35 35 AL2609 20250918 ... 20835 21010 AL
36 36 ZN2510 20250918 ... 22075 22280 ZN
37 37 ZN2511 20250918 ... 22085 22285 ZN
38 38 ZN2512 20250918 ... 22115 22300 ZN
39 39 ZN2601 20250918 ... 22150 22330 ZN
40 40 ZN2602 20250918 ... 22180 22370 ZN
41 41 ZN2603 20250918 ... 22175 22360 ZN
42 42 ZN2604 20250918 ... 22225 22410 ZN
43 43 ZN2605 20250918 ... 22260 22410 ZN
44 44 ZN2606 20250918 ... 22265 22445 ZN
45 45 ZN2607 20250918 ... 22275 22465 ZN
46 46 ZN2608 20250918 ... 22295 22460 ZN
47 47 ZN2609 20250918 ... 22335 22475 ZN
48 48 PB2510 20250918 ... 17110 17080 PB
49 49 PB2511 20250918 ... 17130 17095 PB
50 50 PB2512 20250918 ... 17135 17105 PB
51 51 PB2601 20250918 ... 17135 17115 PB
52 52 PB2602 20250918 ... 17175 17125 PB
53 53 PB2603 20250918 ... 17190 17190 PB
54 54 PB2604 20250918 ... 17195 17195 PB
55 55 PB2605 20250918 ... 17180 17170 PB
56 56 PB2606 20250918 ... 17145 17145 PB
57 57 PB2607 20250918 ... 17185 17150 PB
58 58 PB2608 20250918 ... 17190 17220 PB
59 59 PB2609 20250918 ... 17220 17220 PB
60 60 NI2510 20250918 ... 121570 122030 NI
61 61 NI2511 20250918 ... 121700 122160 NI
62 62 NI2512 20250918 ... 121890 122290 NI
63 63 NI2601 20250918 ... 122100 122520 NI
64 64 NI2602 20250918 ... 122330 122720 NI
65 65 NI2603 20250918 ... 122460 122830 NI
66 66 NI2604 20250918 ... 122640 122970 NI
67 67 NI2605 20250918 ... 122910 123320 NI
68 68 NI2606 20250918 ... 123030 123320 NI
69 69 NI2607 20250918 ... 123210 123610 NI
70 70 NI2608 20250918 ... 123600 124070 NI
71 71 NI2609 20250918 ... 123850 124300 NI
72 72 SN2510 20250918 ... 270240 273090 SN
73 73 SN2511 20250918 ... 270460 273310 SN
74 74 SN2512 20250918 ... 270420 273260 SN
75 75 SN2601 20250918 ... 270430 272970 SN
76 76 SN2602 20250918 ... 270580 273360 SN
77 77 SN2603 20250918 ... 270650 272790 SN
78 78 SN2604 20250918 ... 271420 274190 SN
79 79 SN2605 20250918 ... 270780 273160 SN
80 80 SN2606 20250918 ... 271460 272960 SN
81 81 SN2607 20250918 ... 272240 273500 SN
82 82 SN2608 20250918 ... 272130 273820 SN
83 83 SN2609 20250918 ... 271810 274140 SN
84 84 AO2510 20250918 ... 2923 2917 AO
85 85 AO2511 20250918 ... 2927 2920 AO
86 86 AO2512 20250918 ... 2935 2934 AO
87 87 AO2601 20250918 ... 2948 2941 AO
88 88 AO2602 20250918 ... 2949 2947 AO
89 89 AO2603 20250918 ... 3019 3018 AO
90 90 AO2604 20250918 ... 3025 3022 AO
91 91 AO2605 20250918 ... 3032 3027 AO
92 92 AO2606 20250918 ... 3036 3035 AO
93 93 AO2607 20250918 ... 3043 3050 AO
94 94 AO2608 20250918 ... 3059 3051 AO
95 95 AO2609 20250918 ... 3081 3069 AO
96 96 AD2511 20250918 ... 20325 20480 AD
97 97 AD2512 20250918 ... 20355 20515 AD
98 98 AD2601 20250918 ... 20345 20540 AD
99 99 AD2602 20250918 ... 20365 20540 AD
100 100 AD2603 20250918 ... 20500 20500 AD
101 101 AD2604 20250918 ... 20485 20485 AD
102 102 AD2605 20250918 ... 20355 20520 AD
103 103 AD2606 20250918 ... 20305 20455 AD
104 104 AD2607 20250918 ... 20510 20510 AD
105 105 AD2608 20250918 ... 20515 20515 AD
106 106 AD2609 20250918 ... 20515 20515 AD
107 107 AU2510 20250918 ... 831.8 839 AU
108 108 AU2511 20250918 ... 832.92 839.9 AU
109 109 AU2512 20250918 ... 833.96 841.3 AU
110 110 AU2602 20250918 ... 836.52 843.8 AU
111 111 AU2604 20250918 ... 838.64 846.48 AU
112 112 AU2606 20250918 ... 840.78 848.26 AU
113 113 AU2608 20250918 ... 843.44 850.82 AU
114 114 AU2610 20250918 ... 846.74 853.12 AU
115 115 AG2510 20250918 ... 9882 10014 AG
116 116 AG2511 20250918 ... 9884 10025 AG
117 117 AG2512 20250918 ... 9908 10030 AG
118 118 AG2601 20250918 ... 9921 10048 AG
119 119 AG2602 20250918 ... 9934 10059 AG
120 120 AG2603 20250918 ... 9939 10069 AG
121 121 AG2604 20250918 ... 9961 10087 AG
122 122 AG2605 20250918 ... 9971 10088 AG
123 123 AG2606 20250918 ... 9976 10098 AG
124 124 AG2607 20250918 ... 10001 10116 AG
125 125 AG2608 20250918 ... 10003 10136 AG
126 126 AG2609 20250918 ... 10025 10132 AG
127 127 RB2510 20250918 ... 3057 3061 RB
128 128 RB2511 20250918 ... 3075 3080 RB
129 129 RB2512 20250918 ... 3131 3133 RB
130 130 RB2601 20250918 ... 3149 3155 RB
131 131 RB2602 20250918 ... 3155 3157 RB
132 132 RB2603 20250918 ... 3179 3180 RB
133 133 RB2604 20250918 ... 3217 3206 RB
134 134 RB2605 20250918 ... 3208 3226 RB
135 135 RB2606 20250918 ... 3227 3241 RB
136 136 RB2607 20250918 ... 3240 3258 RB
137 137 RB2608 20250918 ... 3238 3258 RB
138 138 RB2609 20250918 ... 3242 3270 RB
139 139 WR2510 20250918 ... 3279 3288 WR
140 140 WR2511 20250918 ... 3302 3302 WR
141 141 WR2512 20250918 ... 3324 3324 WR
142 142 WR2601 20250918 ... 3349 3349 WR
143 143 WR2602 20250918 ... 3358 3358 WR
144 144 WR2603 20250918 ... 3395 3395 WR
145 145 WR2604 20250918 ... 3389 3389 WR
146 146 WR2605 20250918 ... 3414 3414 WR
147 147 WR2606 20250918 ... 3372 3372 WR
148 148 WR2607 20250918 ... 3390 3390 WR
149 149 WR2608 20250918 ... 3399 3399 WR
150 150 WR2609 20250918 ... 3553 3558 WR
151 151 HC2510 20250918 ... 3403 3413 HC
152 152 HC2511 20250918 ... 3390 3401 HC
153 153 HC2512 20250918 ... 3383 3391 HC
154 154 HC2601 20250918 ... 3368 3384 HC
155 155 HC2602 20250918 ... 3374 3390 HC
156 156 HC2603 20250918 ... 3370 3385 HC
157 157 HC2604 20250918 ... 3373 3388 HC
158 158 HC2605 20250918 ... 3377 3395 HC
159 159 HC2606 20250918 ... 3395 3394 HC
160 160 HC2607 20250918 ... 3402 3407 HC
161 161 HC2608 20250918 ... 3385 3410 HC
162 162 HC2609 20250918 ... 3407 3412 HC
163 163 SS2510 20250918 ... 12790 12825 SS
164 164 SS2511 20250918 ... 12910 12935 SS
165 165 SS2512 20250918 ... 12950 12980 SS
166 166 SS2601 20250918 ... 13020 13055 SS
167 167 SS2602 20250918 ... 13095 13115 SS
168 168 SS2603 20250918 ... 13145 13165 SS
169 169 SS2604 20250918 ... 13205 13245 SS
170 170 SS2605 20250918 ... 13280 13320 SS
171 171 SS2606 20250918 ... 13315 13350 SS
172 172 SS2607 20250918 ... 13350 13405 SS
173 173 SS2608 20250918 ... 13415 13445 SS
174 174 SS2609 20250918 ... 13495 13515 SS
175 175 SC2510 20250918 ... 495.5 498.4 SC
176 176 SC2511 20250918 ... 496.3 499.8 SC
177 177 SC2512 20250918 ... 493.5 496.8 SC
178 178 SC2601 20250918 ... 491.9 494.7 SC
179 179 SC2602 20250918 ... 490.4 492.1 SC
180 180 SC2603 20250918 ... 489.8 491.8 SC
181 181 SC2604 20250918 ... 488 490.3 SC
182 182 SC2605 20250918 ... 487.2 490.5 SC
183 183 SC2606 20250918 ... 487 489.4 SC
184 184 SC2607 20250918 ... 485.2 488.3 SC
185 185 SC2608 20250918 ... 483.9 487.5 SC
186 186 SC2609 20250918 ... 483.8 484 SC
187 187 SC2612 20250918 ... 482.5 481 SC
188 188 SC2703 20250918 ... 475.1 475.1 SC
189 189 SC2706 20250918 ... 476.8 476.8 SC
190 190 SC2709 20250918 ... 473.2 473.2 SC
191 191 SC2712 20250918 ... 474.1 473.7 SC
192 192 SC2803 20250918 ... 471.2 473.6 SC
193 193 SC2806 20250918 ... 472.5 473 SC
194 194 SC2809 20250918 ... 465.7 469 SC
195 195 LU2510 20250918 ... 3418 3422 LU
196 196 LU2511 20250918 ... 3428 3447 LU
197 197 LU2512 20250918 ... 3410 3429 LU
198 198 LU2601 20250918 ... 3403 3421 LU
199 199 LU2602 20250918 ... 3389 3410 LU
200 200 LU2603 20250918 ... 3378 3387 LU
201 201 LU2604 20250918 ... 3365 3389 LU
202 202 LU2605 20250918 ... 3374 3388 LU
203 203 LU2606 20250918 ... 3360 3399 LU
204 204 LU2607 20250918 ... 3358 3379 LU
205 205 LU2608 20250918 ... 3346 3378 LU
206 206 LU2609 20250918 ... 3325 3360 LU
207 207 FU2510 20250918 ... 2811 2857 FU
208 208 FU2511 20250918 ... 2834 2863 FU
209 209 FU2512 20250918 ... 2821 2847 FU
210 210 FU2601 20250918 ... 2807 2833 FU
211 211 FU2602 20250918 ... 2788 2812 FU
212 212 FU2603 20250918 ... 2779 2803 FU
213 213 FU2604 20250918 ... 2773 2796 FU
214 214 FU2605 20250918 ... 2763 2785 FU
215 215 FU2606 20250918 ... 2749 2774 FU
216 216 FU2607 20250918 ... 2738 2754 FU
217 217 FU2608 20250918 ... 2727 2746 FU
218 218 FU2609 20250918 ... 2707 2723 FU
219 219 BU2510 20250918 ... 3443 3448 BU
220 220 BU2511 20250918 ... 3436 3439 BU
221 221 BU2512 20250918 ... 3393 3401 BU
222 222 BU2601 20250918 ... 3375 3382 BU
223 223 BU2602 20250918 ... 3377 3380 BU
224 224 BU2603 20250918 ... 3382 3383 BU
225 225 BU2604 20250918 ... 3367 3375 BU
226 226 BU2605 20250918 ... 3375 3374 BU
227 227 BU2606 20250918 ... 3371 3374 BU
228 228 BU2607 20250918 ... 3348 3363 BU
229 229 BU2608 20250918 ... 3369 3367 BU
230 230 BU2609 20250918 ... 3356 3357 BU
231 231 BU2612 20250918 ... 3314 3321 BU
232 232 BU2703 20250918 ... 3322 3325 BU
233 233 BU2706 20250918 ... 3331 3325 BU
234 234 BU2709 20250918 ... 3314 3314 BU
235 235 BR2510 20250918 ... 11510 11665 BR
236 236 BR2511 20250918 ... 11455 11620 BR
237 237 BR2512 20250918 ... 11450 11620 BR
238 238 BR2601 20250918 ... 11470 11625 BR
239 239 BR2602 20250918 ... 11460 11605 BR
240 240 BR2603 20250918 ... 11490 11640 BR
241 241 BR2604 20250918 ... 11560 11670 BR
242 242 BR2605 20250918 ... 11500 11635 BR
243 243 BR2606 20250918 ... 11635 11775 BR
244 244 BR2607 20250918 ... 11715 11880 BR
245 245 BR2608 20250918 ... 11780 11855 BR
246 246 BR2609 20250918 ... 11675 11780 BR
247 247 RU2510 20250918 ... 14740 15015 RU
248 248 RU2511 20250918 ... 14700 14960 RU
249 249 RU2601 20250918 ... 15630 15900 RU
250 250 RU2603 20250918 ... 15705 15860 RU
251 251 RU2604 20250918 ... 15650 15830 RU
252 252 RU2605 20250918 ... 15610 15885 RU
253 253 RU2606 20250918 ... 15670 15875 RU
254 254 RU2607 20250918 ... 15780 15960 RU
255 255 RU2608 20250918 ... 15660 15965 RU
256 256 RU2609 20250918 ... 15665 15975 RU
257 257 NR2510 20250918 ... 12305 12570 NR
258 258 NR2511 20250918 ... 12330 12595 NR
259 259 NR2512 20250918 ... 12355 12630 NR
260 260 NR2601 20250918 ... 12400 12660 NR
261 261 NR2602 20250918 ... 12455 12650 NR
262 262 NR2603 20250918 ... 12435 12635 NR
263 263 NR2604 20250918 ... 12405 12665 NR
264 264 NR2605 20250918 ... 12455 12670 NR
265 265 NR2606 20250918 ... 12440 12635 NR
266 266 NR2607 20250918 ... 12655 12655 NR
267 267 NR2608 20250918 ... 12685 12685 NR
268 268 NR2609 20250918 ... 12510 12685 NR
269 269 SP2510 20250918 ... 4986 5030 SP
270 270 SP2511 20250918 ... 5008 5054 SP
271 271 SP2512 20250918 ... 5026 5068 SP
272 272 SP2601 20250918 ... 5318 5344 SP
273 273 SP2602 20250918 ... 5316 5328 SP
274 274 SP2603 20250918 ... 5328 5342 SP
275 275 SP2604 20250918 ... 5318 5346 SP
276 276 SP2605 20250918 ... 5336 5356 SP
277 277 SP2606 20250918 ... 5342 5362 SP
278 278 SP2607 20250918 ... 5346 5366 SP
279 279 SP2608 20250918 ... 5338 5372 SP
280 280 SP2609 20250918 ... 5352 5368 SP
281 281 OP2601 20250918 ... 4232 4258 OP
282 282 OP2602 20250918 ... 4234 4256 OP
283 283 OP2603 20250918 ... 4228 4260 OP
284 284 OP2604 20250918 ... 4260 4278 OP
285 285 OP2605 20250918 ... 4256 4280 OP
286 286 OP2606 20250918 ... 4242 4252 OP
287 287 OP2607 20250918 ... 4262 4262 OP
288 288 OP2608 20250918 ... 4242 4272 OP
289 289 OP2609 20250918 ... 4256 4256 OP
290 290 EC2510 20250918 ... 1117.6 1129.4 EC
291 291 EC2512 20250918 ... 1663 1665.3 EC
292 292 EC2602 20250918 ... 1564.7 1572.8 EC
293 293 EC2604 20250918 ... 1271.7 1278.3 EC
294 294 EC2606 20250918 ... 1456.6 1460.7 EC
295 295 EC2608 20250918 ... 1615.3 1618.6 EC
296 297 SC_TAS2510 20250918 ... SC_TAS
297 298 SC_TAS2511 20250918 ... SC_TAS
298 299 SC_TAS2512 20250918 ... SC_TAS
299 300 SC_TAS2601 20250918 ... SC_TAS
[300 rows x 13 columns]
2025-09-22 18:26:31,893 - future_1d - INFO - ak.get_shfe_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 a2511 20250918 3896.00 ... 3892.00 3914.00 A
1 a2601 20250918 3910.00 ... 3893.00 3919.00 A
2 a2603 20250918 3911.00 ... 3900.00 3924.00 A
3 a2605 20250918 3953.00 ... 3940.00 3964.00 A
4 a2607 20250918 3957.00 ... 3944.00 3970.00 A
5 a2609 20250918 3972.00 ... 3953.00 3976.00 A
6 b2510 20250918 3675.00 ... 3674.00 3689.00 B
7 b2511 20250918 3683.00 ... 3670.00 3705.00 B
8 b2512 20250918 3723.00 ... 3709.00 3748.00 B
9 b2601 20250918 3719.00 ... 3704.00 3741.00 B
10 b2602 20250918 3705.00 ... 3687.00 3725.00 B
11 b2603 20250918 3670.00 ... 3654.00 3682.00 B
12 b2604 20250918 3560.00 ... 3545.00 3577.00 B
13 b2605 20250918 3495.00 ... 3484.00 3508.00 B
14 b2606 20250918 3476.00 ... 3459.00 3482.00 B
15 b2607 20250918 3468.00 ... 3457.00 3484.00 B
16 b2608 20250918 3566.00 ... 3562.00 3582.00 B
17 b2609 20250918 3585.00 ... 3574.00 3591.00 B
18 bb2511 20250918 142.15 ... 142.20 142.30 BB
19 bb2601 20250918 146.85 ... 146.65 146.95 BB
20 bb2603 20250918 146.80 ... 146.85 146.90 BB
21 bb2605 20250918 0.00 ... 141.60 141.60 BB
22 bb2607 20250918 0.00 ... 146.40 146.40 BB
23 bb2609 20250918 0.00 ... 146.40 146.40 BB
24 bz2603 20250918 6059.00 ... 6021.00 6069.00 BZ
25 bz2604 20250918 6033.00 ... 5974.00 6046.00 BZ
26 bz2605 20250918 5981.00 ... 5981.00 6072.00 BZ
27 bz2606 20250918 5954.00 ... 5954.00 6008.00 BZ
28 bz2607 20250918 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250918 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250918 2165.00 ... 2170.00 2163.00 C
31 c2601 20250918 2157.00 ... 2162.00 2155.00 C
32 c2603 20250918 2167.00 ... 2171.00 2166.00 C
33 c2605 20250918 2225.00 ... 2229.00 2226.00 C
34 c2607 20250918 2239.00 ... 2241.00 2240.00 C
35 c2609 20250918 2253.00 ... 2254.00 2254.00 C
36 cs2511 20250918 2453.00 ... 2465.00 2448.00 CS
37 cs2601 20250918 2550.00 ... 2489.00 2471.00 CS
38 cs2603 20250918 2486.00 ... 2492.00 2479.00 CS
39 cs2605 20250918 2570.00 ... 2573.00 2562.00 CS
40 cs2607 20250918 2578.00 ... 2577.00 2567.00 CS
41 cs2609 20250918 2596.00 ... 2597.00 2585.00 CS
42 eb2509 20250918 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250918 7123.00 ... 7079.00 7159.00 EB
44 eb2511 20250918 7132.00 ... 7090.00 7176.00 EB
45 eb2512 20250918 7160.00 ... 7099.00 7182.00 EB
46 eb2601 20250918 7185.00 ... 7130.00 7200.00 EB
47 eb2602 20250918 7201.00 ... 7156.00 7220.00 EB
48 eb2603 20250918 7217.00 ... 7183.00 7240.00 EB
49 eb2604 20250918 7247.00 ... 7230.00 7273.00 EB
50 eb2605 20250918 7292.00 ... 7251.00 7288.00 EB
51 eb2606 20250918 7260.00 ... 7260.00 7297.00 EB
52 eb2607 20250918 7283.00 ... 7283.00 7314.00 EB
53 eb2608 20250918 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250918 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250918 4333.00 ... 4314.00 4312.00 EG
56 eg2511 20250918 4291.00 ... 4275.00 4280.00 EG
57 eg2512 20250918 4277.00 ... 4275.00 4273.00 EG
58 eg2601 20250918 4290.00 ... 4282.00 4289.00 EG
59 eg2602 20250918 4297.00 ... 4284.00 4295.00 EG
60 eg2603 20250918 4308.00 ... 4298.00 4298.00 EG
61 eg2604 20250918 4338.00 ... 4338.00 4340.00 EG
62 eg2605 20250918 4339.00 ... 4340.00 4340.00 EG
63 eg2606 20250918 4358.00 ... 4358.00 4348.00 EG
64 eg2607 20250918 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250918 0.00 ... 4399.00 4402.00 EG
66 fb2510 20250918 1262.50 ... 1259.50 1268.50 FB
67 fb2511 20250918 1251.00 ... 1252.00 1251.00 FB
68 fb2512 20250918 1261.00 ... 1256.00 1259.50 FB
69 fb2601 20250918 1255.50 ... 1252.00 1253.50 FB
70 fb2602 20250918 1250.00 ... 1250.50 1248.50 FB
71 fb2603 20250918 1251.50 ... 1246.00 1249.00 FB
72 fb2604 20250918 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250918 0.00 ... 1292.50 1301.50 FB
74 fb2606 20250918 0.00 ... 1322.50 1330.00 FB
75 fb2607 20250918 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250918 0.00 ... 1281.00 1285.00 FB
77 fb2609 20250918 0.00 ... 1296.00 1296.00 FB
78 i2510 20250918 822.50 ... 820.50 820.00 I
79 i2511 20250918 816.50 ... 814.50 815.50 I
80 i2512 20250918 813.00 ... 809.00 809.50 I
81 i2601 20250918 805.00 ... 801.00 801.00 I
82 i2602 20250918 798.50 ... 795.50 795.50 I
83 i2603 20250918 792.00 ... 790.50 790.00 I
84 i2604 20250918 789.50 ... 786.50 786.50 I
85 i2605 20250918 782.50 ... 780.00 780.00 I
86 i2606 20250918 777.50 ... 775.00 775.00 I
87 i2607 20250918 772.50 ... 770.50 770.50 I
88 i2608 20250918 768.00 ... 765.50 766.00 I
89 i2609 20250918 762.50 ... 761.00 760.50 I
90 j2510 20250918 1628.50 ... 1626.50 1628.50 J
91 j2511 20250918 1677.50 ... 1655.00 1655.50 J
92 j2512 20250918 1698.00 ... 1691.00 1691.00 J
93 j2601 20250918 1738.00 ... 1725.50 1728.00 J
94 j2602 20250918 0.00 ... 1754.00 1754.00 J
95 j2603 20250918 0.00 ... 1763.50 1763.50 J
96 j2604 20250918 0.00 ... 1814.00 1814.00 J
97 j2605 20250918 1870.00 ... 1853.50 1857.00 J
98 j2606 20250918 1878.00 ... 1879.50 1887.00 J
99 j2607 20250918 1880.50 ... 1878.50 1885.00 J
100 j2608 20250918 0.00 ... 1906.00 1906.00 J
101 j2609 20250918 1906.50 ... 1902.00 1895.00 J
102 jd2509 20250918 3201.00 ... 3193.00 3226.00 JD
103 jd2510 20250918 3044.00 ... 3041.00 3063.00 JD
104 jd2511 20250918 3110.00 ... 3119.00 3110.00 JD
105 jd2512 20250918 3210.00 ... 3242.00 3208.00 JD
106 jd2601 20250918 3373.00 ... 3396.00 3375.00 JD
107 jd2602 20250918 3114.00 ... 3131.00 3117.00 JD
108 jd2603 20250918 3128.00 ... 3148.00 3130.00 JD
109 jd2604 20250918 3310.00 ... 3318.00 3318.00 JD
110 jd2605 20250918 3428.00 ... 3432.00 3436.00 JD
111 jd2606 20250918 3240.00 ... 3245.00 3245.00 JD
112 jd2607 20250918 3479.00 ... 3484.00 3487.00 JD
113 jd2608 20250918 3916.00 ... 3916.00 3916.00 JD
114 jm2510 20250918 1043.00 ... 1034.00 1043.00 JM
115 jm2511 20250918 1094.50 ... 1082.00 1094.50 JM
116 jm2512 20250918 1164.00 ... 1148.50 1163.50 JM
117 jm2601 20250918 1230.00 ... 1215.50 1229.50 JM
118 jm2602 20250918 1258.00 ... 1237.00 1252.50 JM
119 jm2603 20250918 1271.50 ... 1258.50 1269.50 JM
120 jm2604 20250918 1291.50 ... 1281.00 1288.50 JM
121 jm2605 20250918 1304.00 ... 1302.50 1309.00 JM
122 jm2606 20250918 1323.50 ... 1316.00 1326.00 JM
123 jm2607 20250918 1340.00 ... 1326.00 1331.50 JM
124 jm2608 20250918 1346.50 ... 1339.00 1342.50 JM
125 jm2609 20250918 1363.50 ... 1360.50 1363.50 JM
126 l2510 20250918 7131.00 ... 7142.00 7165.00 L
127 l2511 20250918 7193.00 ... 7159.00 7195.00 L
128 l2512 20250918 7218.00 ... 7188.00 7225.00 L
129 l2601 20250918 7235.00 ... 7219.00 7249.00 L
130 l2602 20250918 7229.00 ... 7211.00 7241.00 L
131 l2603 20250918 7259.00 ... 7238.00 7257.00 L
132 l2604 20250918 7295.00 ... 7281.00 7290.00 L
133 l2605 20250918 7292.00 ... 7265.00 7290.00 L
134 l2606 20250918 7296.00 ... 7247.00 7280.00 L
135 l2607 20250918 7301.00 ... 7284.00 7302.00 L
136 l2608 20250918 7299.00 ... 7282.00 7310.00 L
137 l2609 20250918 7302.00 ... 7296.00 7311.00 L
138 lg2509 20250918 770.00 ... 770.00 770.00 LG
139 lg2511 20250918 809.00 ... 806.00 808.50 LG
140 lg2601 20250918 823.50 ... 819.50 822.50 LG
141 lg2603 20250918 825.50 ... 824.50 827.00 LG
142 lg2605 20250918 833.00 ... 828.50 831.50 LG
143 lg2607 20250918 832.00 ... 830.50 832.50 LG
144 lh2509 20250918 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250918 12900.00 ... 12885.00 13055.00 LH
146 lh2601 20250918 13350.00 ... 13395.00 13575.00 LH
147 lh2603 20250918 12985.00 ... 12915.00 13005.00 LH
148 lh2605 20250918 13530.00 ... 13460.00 13540.00 LH
149 lh2607 20250918 14285.00 ... 14215.00 14315.00 LH
150 m2511 20250918 2977.00 ... 2968.00 2980.00 M
151 m2512 20250918 3020.00 ... 3015.00 3031.00 M
152 m2601 20250918 3008.00 ... 3001.00 3019.00 M
153 m2603 20250918 2949.00 ... 2942.00 2960.00 M
154 m2605 20250918 2784.00 ... 2775.00 2790.00 M
155 m2607 20250918 2773.00 ... 2760.00 2774.00 M
156 m2608 20250918 2894.00 ... 2886.00 2901.00 M
157 m2609 20250918 2905.00 ... 2889.00 2904.00 M
158 p2510 20250918 9342.00 ... 9254.00 9408.00 P
159 p2511 20250918 9320.00 ... 9286.00 9416.00 P
160 p2512 20250918 9386.00 ... 9320.00 9464.00 P
161 p2601 20250918 9408.00 ... 9344.00 9494.00 P
162 p2602 20250918 9386.00 ... 9312.00 9464.00 P
163 p2603 20250918 9362.00 ... 9318.00 9416.00 P
164 p2604 20250918 9296.00 ... 9246.00 9340.00 P
165 p2605 20250918 9198.00 ... 9138.00 9258.00 P
166 p2606 20250918 9100.00 ... 9042.00 9140.00 P
167 p2607 20250918 8982.00 ... 8922.00 9060.00 P
168 p2608 20250918 8896.00 ... 8872.00 8988.00 P
169 p2609 20250918 8890.00 ... 8844.00 8922.00 P
170 pg2509 20250918 3805.00 ... 3805.00 3752.00 PG
171 pg2510 20250918 4498.00 ... 4466.00 4485.00 PG
172 pg2511 20250918 4436.00 ... 4400.00 4431.00 PG
173 pg2512 20250918 4370.00 ... 4336.00 4372.00 PG
174 pg2601 20250918 4305.00 ... 4270.00 4305.00 PG
175 pg2602 20250918 4240.00 ... 4209.00 4240.00 PG
176 pg2603 20250918 4148.00 ... 4123.00 4148.00 PG
177 pg2604 20250918 4471.00 ... 4451.00 4476.00 PG
178 pg2605 20250918 4383.00 ... 4379.00 4383.00 PG
179 pg2606 20250918 4300.00 ... 4297.00 4327.00 PG
180 pg2607 20250918 4255.00 ... 4247.00 4270.00 PG
181 pg2608 20250918 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250918 6885.00 ... 6862.00 6878.00 PP
183 pp2511 20250918 6909.00 ... 6886.00 6916.00 PP
184 pp2512 20250918 6951.00 ... 6921.00 6951.00 PP
185 pp2601 20250918 6983.00 ... 6955.00 6982.00 PP
186 pp2602 20250918 6962.00 ... 6930.00 6958.00 PP
187 pp2603 20250918 6969.00 ... 6953.00 6969.00 PP
188 pp2604 20250918 6986.00 ... 6961.00 6996.00 PP
189 pp2605 20250918 7019.00 ... 6993.00 7013.00 PP
190 pp2606 20250918 6981.00 ... 6951.00 6982.00 PP
191 pp2607 20250918 6953.00 ... 6941.00 6950.00 PP
192 pp2608 20250918 6954.00 ... 6950.00 6958.00 PP
193 pp2609 20250918 6974.00 ... 6966.00 6983.00 PP
194 rr2510 20250918 3596.00 ... 3603.00 3604.00 RR
195 rr2511 20250918 3605.00 ... 3605.00 3605.00 RR
196 rr2512 20250918 3597.00 ... 3597.00 3599.00 RR
197 rr2601 20250918 3616.00 ... 3617.00 3621.00 RR
198 rr2602 20250918 0.00 ... 3599.00 3599.00 RR
199 rr2603 20250918 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250918 0.00 ... 3611.00 3611.00 RR
201 rr2605 20250918 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250918 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250918 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250918 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250918 0.00 ... 3614.00 3614.00 RR
206 v2510 20250918 4844.00 ... 4828.00 4852.00 V
207 v2511 20250918 4887.00 ... 4848.00 4883.00 V
208 v2512 20250918 4924.00 ... 4895.00 4924.00 V
209 v2601 20250918 4975.00 ... 4939.00 4967.00 V
210 v2602 20250918 5027.00 ... 4973.00 5005.00 V
211 v2603 20250918 5041.00 ... 5003.00 5035.00 V
212 v2604 20250918 5231.00 ... 5206.00 5228.00 V
213 v2605 20250918 5279.00 ... 5241.00 5268.00 V
214 v2606 20250918 5301.00 ... 5269.00 5299.00 V
215 v2607 20250918 5320.00 ... 5301.00 5329.00 V
216 v2608 20250918 5359.00 ... 5337.00 5366.00 V
217 v2609 20250918 5393.00 ... 5370.00 5382.00 V
218 y2511 20250918 8368.00 ... 8308.00 8440.00 Y
219 y2512 20250918 8422.00 ... 8346.00 8476.00 Y
220 y2601 20250918 8352.00 ... 8306.00 8422.00 Y
221 y2603 20250918 8290.00 ... 8276.00 8350.00 Y
222 y2605 20250918 8090.00 ... 8052.00 8132.00 Y
223 y2607 20250918 8058.00 ... 7998.00 8088.00 Y
224 y2608 20250918 8086.00 ... 8016.00 8104.00 Y
225 y2609 20250918 8038.00 ... 7988.00 8080.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:32,346 - future_1d - INFO - ak.get_dce_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 SC2510 20250918 497.9 ... 495.5 498.4 SC
1 SC2511 20250918 498.3 ... 496.3 499.8 SC
2 SC2512 20250918 496 ... 493.5 496.8 SC
3 SC2601 20250918 492.8 ... 491.9 494.7 SC
4 SC2602 20250918 489.7 ... 490.4 492.1 SC
5 SC2603 20250918 488 ... 489.8 491.8 SC
6 SC2604 20250918 490.3 ... 488 490.3 SC
7 SC2605 20250918 490 ... 487.2 490.5 SC
8 SC2606 20250918 489.4 ... 487 489.4 SC
9 SC2607 20250918 488.6 ... 485.2 488.3 SC
10 SC2608 20250918 486.4 ... 483.9 487.5 SC
11 SC2609 20250918 485.2 ... 483.8 484 SC
12 SC2612 20250918 482.3 ... 482.5 481 SC
13 SC2703 20250918 ... 475.1 475.1 SC
14 SC2706 20250918 ... 476.8 476.8 SC
15 SC2709 20250918 ... 473.2 473.2 SC
16 SC2712 20250918 476.8 ... 474.1 473.7 SC
17 SC2803 20250918 471.2 ... 471.2 473.6 SC
18 SC2806 20250918 472.5 ... 472.5 473 SC
19 SC2809 20250918 470.1 ... 465.7 469 SC
21 LU2510 20250918 3434 ... 3418 3422 LU
22 LU2511 20250918 3438 ... 3428 3447 LU
23 LU2512 20250918 3424 ... 3410 3429 LU
24 LU2601 20250918 3420 ... 3403 3421 LU
25 LU2602 20250918 3395 ... 3389 3410 LU
26 LU2603 20250918 3369 ... 3378 3387 LU
27 LU2604 20250918 3365 ... 3365 3389 LU
28 LU2605 20250918 3380 ... 3374 3388 LU
29 LU2606 20250918 3355 ... 3360 3399 LU
30 LU2607 20250918 3359 ... 3358 3379 LU
31 LU2608 20250918 3354 ... 3346 3378 LU
32 LU2609 20250918 3336 ... 3325 3360 LU
34 NR2510 20250918 12540 ... 12305 12570 NR
35 NR2511 20250918 12550 ... 12330 12595 NR
36 NR2512 20250918 12600 ... 12355 12630 NR
37 NR2601 20250918 12645 ... 12400 12660 NR
38 NR2602 20250918 12640 ... 12455 12650 NR
39 NR2603 20250918 12610 ... 12435 12635 NR
40 NR2604 20250918 12585 ... 12405 12665 NR
41 NR2605 20250918 12555 ... 12455 12670 NR
42 NR2606 20250918 12440 ... 12440 12635 NR
43 NR2607 20250918 ... 12655 12655 NR
44 NR2608 20250918 ... 12685 12685 NR
45 NR2609 20250918 12585 ... 12510 12685 NR
47 BC2510 20250918 70980 ... 70760 71650 BC
48 BC2511 20250918 71010 ... 70820 71640 BC
49 BC2512 20250918 ... 71670 71670 BC
50 BC2601 20250918 ... 71000 72000 BC
51 BC2602 20250918 ... 71100 71650 BC
52 BC2603 20250918 ... 71200 71950 BC
53 BC2604 20250918 ... 71300 71550 BC
54 BC2605 20250918 ... 71300 71550 BC
55 BC2606 20250918 ... 71400 71500 BC
56 BC2607 20250918 ... 71400 71560 BC
57 BC2608 20250918 ... 71400 71550 BC
58 BC2609 20250918 ... 71550 71550 BC
60 EC2510 20250918 1110 ... 1117.6 1129.4 EC
61 EC2512 20250918 1680 ... 1663 1665.3 EC
62 EC2602 20250918 1574.4 ... 1564.7 1572.8 EC
63 EC2604 20250918 1294 ... 1271.7 1278.3 EC
64 EC2606 20250918 1473.7 ... 1456.6 1460.7 EC
65 EC2608 20250918 1635 ... 1615.3 1618.6 EC
68 SC_TAS2510 20250918 ... SC_TAS
69 SC_TAS2511 20250918 ... SC_TAS
70 SC_TAS2512 20250918 ... SC_TAS
71 SC_TAS2601 20250918 ... SC_TAS
[66 rows x 12 columns]
2025-09-22 18:26:32,408 - future_1d - INFO - ak.get_ine_daily('2025-09-18') done
symbol date open ... settle pre_settle variety
0 IC2509 20250918 7238.200 ... 7164.600 7244.200 IC
1 IC2510 20250918 7186.000 ... 7090.800 7186.400 IC
2 IC2512 20250918 7073.000 ... 6960.200 7068.600 IC
3 IC2603 20250918 6922.800 ... 6793.600 6904.600 IC
4 IF2509 20250918 4545.000 ... 4483.400 4548.400 IF
5 IF2510 20250918 4537.400 ... 4470.200 4538.200 IF
6 IF2512 20250918 4512.000 ... 4440.000 4514.600 IF
7 IF2603 20250918 4490.800 ... 4416.400 4488.200 IF
8 IH2509 20250918 2965.600 ... 2907.800 2953.600 IH
9 IH2510 20250918 2958.600 ... 2904.200 2952.000 IH
10 IH2512 20250918 2960.800 ... 2903.400 2952.800 IH
11 IH2603 20250918 2962.000 ... 2906.000 2956.200 IH
12 IM2509 20250918 7520.000 ... 7449.200 7544.200 IM
13 IM2510 20250918 7470.600 ... 7366.800 7477.800 IM
14 IM2512 20250918 7313.800 ... 7206.200 7324.000 IM
15 IM2603 20250918 7133.600 ... 7001.800 7119.600 IM
16 T2512 20250918 108.065 ... 108.065 108.135 T
17 T2603 20250918 107.780 ... 107.735 107.845 T
18 T2606 20250918 107.610 ... 107.565 107.670 T
19 TF2512 20250918 105.840 ... 105.815 105.870 TF
20 TF2603 20250918 105.715 ... 105.685 105.730 TF
21 TF2606 20250918 105.635 ... 105.590 105.645 TF
22 TL2512 20250918 115.700 ... 115.680 115.820 TL
23 TL2603 20250918 115.360 ... 115.360 115.490 TL
24 TL2606 20250918 115.240 ... 115.310 115.420 TL
25 TS2512 20250918 102.438 ... 102.414 102.450 TS
26 TS2603 20250918 102.352 ... 102.340 102.366 TS
27 TS2606 20250918 102.310 ... 102.302 102.324 TS
[28 rows x 12 columns]
2025-09-22 18:26:32,706 - future_1d - INFO - ak.get_cffex_daily('2025-09-18') done
2025-09-22 18:26:34,463 - future_1d - INFO - save future_daily 2025-09-18 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250919 53200.0 ... 53040.0 53200.0 PS
1 PS2511 20250919 53365.0 ... 52910.0 53160.0 PS
2 PS2512 20250919 56000.0 ... 55320.0 55775.0 PS
3 PS2601 20250919 55600.0 ... 55030.0 55590.0 PS
4 PS2602 20250919 55800.0 ... 55135.0 55695.0 PS
5 PS2603 20250919 55775.0 ... 55205.0 55635.0 PS
6 PS2604 20250919 55840.0 ... 54950.0 55870.0 PS
7 PS2605 20250919 55750.0 ... 54930.0 55705.0 PS
8 PS2606 20250919 57620.0 ... 56920.0 58010.0 PS
9 PS2607 20250919 58010.0 ... 56815.0 57890.0 PS
10 PS2608 20250919 58160.0 ... 57180.0 57885.0 PS
11 PS2609 20250919 58200.0 ... 56995.0 57975.0 PS
13 SI2510 20250919 8900.0 ... 8975.0 8940.0 SI
14 SI2511 20250919 8885.0 ... 9025.0 8980.0 SI
15 SI2512 20250919 9300.0 ... 9420.0 9355.0 SI
16 SI2601 20250919 9260.0 ... 9405.0 9355.0 SI
17 SI2602 20250919 9255.0 ... 9425.0 9350.0 SI
18 SI2603 20250919 9365.0 ... 9500.0 9360.0 SI
19 SI2604 20250919 9360.0 ... 9550.0 9385.0 SI
20 SI2605 20250919 9365.0 ... 9405.0 9390.0 SI
21 SI2606 20250919 9375.0 ... 9470.0 9425.0 SI
22 SI2607 20250919 9365.0 ... 9480.0 9385.0 SI
23 SI2608 20250919 9425.0 ... 9475.0 9410.0 SI
24 SI2609 20250919 9345.0 ... 9440.0 9390.0 SI
27 LC2510 20250919 72500.0 ... 73320.0 72620.0 LC
28 LC2511 20250919 72500.0 ... 73460.0 72780.0 LC
29 LC2512 20250919 73000.0 ... 73600.0 72840.0 LC
30 LC2601 20250919 73080.0 ... 73620.0 72840.0 LC
31 LC2602 20250919 72660.0 ... 73280.0 72580.0 LC
32 LC2603 20250919 72520.0 ... 73480.0 72780.0 LC
33 LC2604 20250919 73500.0 ... 74060.0 73520.0 LC
34 LC2605 20250919 73620.0 ... 74040.0 73420.0 LC
35 LC2606 20250919 73280.0 ... 73840.0 73260.0 LC
36 LC2607 20250919 72960.0 ... 73700.0 73160.0 LC
37 LC2608 20250919 73120.0 ... 73740.0 73060.0 LC
38 LC2609 20250919 73320.0 ... 73820.0 72980.0 LC
[36 rows x 12 columns]
2025-09-22 18:26:38,224 - future_1d - INFO - ak.get_gfex_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250919 8412.0 8454.0 ... 20806.00 8437.0 8427.0 AP
1 AP511 20250919 8281.0 8281.0 ... 3663.69 8233.0 8227.0 AP
2 AP512 20250919 8223.0 8248.0 ... 559.32 8225.0 8215.0 AP
3 AP601 20250919 8285.0 8326.0 ... 362333.54 8290.0 8286.0 AP
4 AP603 20250919 8231.0 8231.0 ... 270.04 8183.0 8185.0 AP
5 AP604 20250919 8200.0 8202.0 ... 40.97 8194.0 8176.0 AP
6 AP605 20250919 8260.0 8278.0 ... 3218.40 8252.0 8237.0 AP
7 CF511 20250919 13650.0 13665.0 ... 325013.22 13625.0 13710.0 CF
8 CF601 20250919 13775.0 13785.0 ... 1682261.08 13745.0 13835.0 CF
9 CF603 20250919 13720.0 13745.0 ... 3898.54 13705.0 13800.0 CF
10 CF605 20250919 13735.0 13760.0 ... 226699.17 13715.0 13795.0 CF
11 CF607 20250919 13755.0 13780.0 ... 1112.91 13740.0 13820.0 CF
12 CF609 20250919 13905.0 13910.0 ... 257.13 13900.0 14000.0 CF
13 CJ512 20250919 10575.0 10705.0 ... 1842.54 10650.0 10670.0 CJ
14 CJ601 20250919 10620.0 10750.0 ... 480287.27 10680.0 10720.0 CJ
15 CJ603 20250919 10635.0 10730.0 ... 12481.12 10655.0 10735.0 CJ
16 CJ605 20250919 10715.0 10810.0 ... 98468.07 10725.0 10810.0 CJ
17 CJ607 20250919 10775.0 10915.0 ... 1497.50 10850.0 10935.0 CJ
18 CJ609 20250919 10940.0 11020.0 ... 377.77 10950.0 11050.0 CJ
19 CY510 20250919 0.0 0.0 ... 0.00 19600.0 19705.0 CY
20 CY511 20250919 19760.0 19825.0 ... 114478.44 19775.0 19880.0 CY
21 CY512 20250919 0.0 0.0 ... 0.00 19690.0 19710.0 CY
22 CY601 20250919 19785.0 19835.0 ... 1158.31 19800.0 19875.0 CY
23 CY602 20250919 0.0 0.0 ... 0.00 19810.0 19810.0 CY
24 CY603 20250919 0.0 0.0 ... 0.00 20160.0 20170.0 CY
25 CY604 20250919 0.0 0.0 ... 0.00 19945.0 19995.0 CY
26 CY605 20250919 0.0 0.0 ... 0.00 19990.0 20025.0 CY
27 CY606 20250919 0.0 0.0 ... 0.00 19975.0 19990.0 CY
28 CY607 20250919 0.0 0.0 ... 0.00 20290.0 20290.0 CY
29 CY608 20250919 0.0 0.0 ... 0.00 19935.0 20100.0 CY
30 CY609 20250919 20240.0 20240.0 ... 10.12 20240.0 20305.0 CY
31 FG510 20250919 1091.0 1103.0 ... 6782.74 1093.0 1096.0 FG
32 FG511 20250919 1093.0 1104.0 ... 141220.65 1095.0 1095.0 FG
33 FG512 20250919 1209.0 1224.0 ... 81857.42 1214.0 1215.0 FG
34 FG601 20250919 1207.0 1223.0 ... 3086629.46 1212.0 1219.0 FG
35 FG602 20250919 1259.0 1279.0 ... 31046.93 1268.0 1271.0 FG
36 FG603 20250919 1265.0 1283.0 ... 2208.02 1268.0 1277.0 FG
37 FG604 20250919 1325.0 1343.0 ... 1201.41 1329.0 1332.0 FG
38 FG605 20250919 1326.0 1348.0 ... 122561.49 1337.0 1333.0 FG
39 FG606 20250919 1358.0 1374.0 ... 816.07 1365.0 1363.0 FG
40 FG607 20250919 1357.0 1374.0 ... 2477.42 1363.0 1358.0 FG
41 FG608 20250919 1381.0 1403.0 ... 884.55 1395.0 1388.0 FG
42 FG609 20250919 1387.0 1407.0 ... 4628.07 1397.0 1390.0 FG
43 JR511 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250919 2255.0 2283.0 ... 4617.11 2264.0 2266.0 MA
52 MA511 20250919 2287.0 2309.0 ... 169238.69 2289.0 2291.0 MA
53 MA512 20250919 2325.0 2349.0 ... 79505.69 2333.0 2334.0 MA
54 MA601 20250919 2350.0 2374.0 ... 1782594.23 2356.0 2356.0 MA
55 MA602 20250919 2371.0 2394.0 ... 109582.45 2373.0 2377.0 MA
56 MA603 20250919 2392.0 2412.0 ... 1033.63 2398.0 2392.0 MA
57 MA604 20250919 2391.0 2400.0 ... 59.83 2393.0 2406.0 MA
58 MA605 20250919 2389.0 2390.0 ... 187848.71 2382.0 2389.0 MA
59 MA606 20250919 2382.0 2394.0 ... 9.54 2385.0 2396.0 MA
60 MA607 20250919 2372.0 2378.0 ... 28.48 2373.0 2379.0 MA
61 MA608 20250919 2361.0 2375.0 ... 11.84 2368.0 2386.0 MA
62 MA609 20250919 2360.0 2360.0 ... 1503.31 2353.0 2367.0 MA
63 OI511 20250919 10152.0 10282.0 ... 526388.35 10221.0 10129.0 OI
64 OI601 20250919 9986.0 10114.0 ... 3135766.68 10046.0 9966.0 OI
65 OI603 20250919 9737.0 9844.0 ... 4062.15 9788.0 9741.0 OI
66 OI605 20250919 9501.0 9605.0 ... 110457.56 9558.0 9501.0 OI
67 OI607 20250919 9477.0 9553.0 ... 969.53 9505.0 9469.0 OI
68 OI609 20250919 9448.0 9522.0 ... 455.12 9482.0 9446.0 OI
69 PF510 20250919 6362.0 6366.0 ... 10629.20 6322.0 6404.0 PF
70 PF511 20250919 6352.0 6362.0 ... 681025.57 6320.0 6406.0 PF
71 PF512 20250919 6330.0 6342.0 ... 380648.52 6304.0 6378.0 PF
72 PF601 20250919 6382.0 6386.0 ... 38485.20 6340.0 6420.0 PF
73 PF602 20250919 6386.0 6392.0 ... 104942.44 6358.0 6414.0 PF
74 PF603 20250919 6382.0 6398.0 ... 352.15 6346.0 6456.0 PF
75 PF604 20250919 6444.0 6444.0 ... 291.47 6406.0 6492.0 PF
76 PF605 20250919 6460.0 6460.0 ... 246.97 6416.0 6506.0 PF
77 PF606 20250919 6482.0 6482.0 ... 19.25 6418.0 6516.0 PF
78 PF607 20250919 6414.0 6500.0 ... 16.10 6442.0 6542.0 PF
79 PF608 20250919 0.0 0.0 ... 0.00 6450.0 6566.0 PF
80 PF609 20250919 6480.0 6480.0 ... 6.48 6480.0 6554.0 PF
81 PK510 20250919 7846.0 7918.0 ... 13587.30 7868.0 7842.0 PK
82 PK511 20250919 7866.0 7922.0 ... 677885.13 7876.0 7844.0 PK
83 PK512 20250919 7870.0 7916.0 ... 287234.98 7872.0 7846.0 PK
84 PK601 20250919 7846.0 7906.0 ... 62644.57 7872.0 7834.0 PK
85 PK603 20250919 7866.0 7902.0 ... 622.63 7882.0 7854.0 PK
86 PK604 20250919 7874.0 7900.0 ... 86.72 7884.0 7864.0 PK
87 PK605 20250919 7880.0 7908.0 ... 5897.91 7890.0 7872.0 PK
88 PL601 20250919 6424.0 6462.0 ... 49289.43 6411.0 6443.0 PL
89 PL602 20250919 6458.0 6479.0 ... 2194.38 6454.0 6471.0 PL
90 PL603 20250919 6451.0 6451.0 ... 64.45 6445.0 6502.0 PL
91 PL604 20250919 0.0 0.0 ... 0.00 6463.0 6477.0 PL
92 PL605 20250919 0.0 0.0 ... 0.00 6385.0 6419.0 PL
93 PL606 20250919 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250919 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250919 5830.0 5840.0 ... 3783.29 5812.0 5866.0 PR
104 PR511 20250919 5828.0 5830.0 ... 501945.95 5794.0 5878.0 PR
105 PR512 20250919 5834.0 5836.0 ... 386281.19 5806.0 5884.0 PR
106 PR601 20250919 5836.0 5836.0 ... 126679.54 5802.0 5866.0 PR
107 PR602 20250919 5872.0 5876.0 ... 2863.07 5838.0 5892.0 PR
108 PR603 20250919 5846.0 5846.0 ... 52.50 5834.0 5906.0 PR
109 PR604 20250919 5848.0 5848.0 ... 61.23 5832.0 5924.0 PR
110 PR605 20250919 5836.0 5860.0 ... 61.31 5840.0 5960.0 PR
111 PR606 20250919 0.0 0.0 ... 0.00 5904.0 5936.0 PR
112 PR607 20250919 0.0 0.0 ... 0.00 5912.0 5952.0 PR
113 PR608 20250919 0.0 0.0 ... 0.00 5914.0 5958.0 PR
114 PR609 20250919 0.0 0.0 ... 0.00 5910.0 5932.0 PR
115 PX510 20250919 6754.0 6764.0 ... 1384.74 6690.0 6754.0 PX
116 PX511 20250919 6698.0 6718.0 ... 904148.53 6640.0 6764.0 PX
117 PX512 20250919 6690.0 6708.0 ... 338676.96 6644.0 6748.0 PX
118 PX601 20250919 6680.0 6694.0 ... 180923.08 6634.0 6728.0 PX
119 PX602 20250919 6666.0 6694.0 ... 29964.67 6644.0 6720.0 PX
120 PX603 20250919 6624.0 6624.0 ... 9.92 6614.0 6718.0 PX
121 PX604 20250919 6586.0 6586.0 ... 3.29 6586.0 6718.0 PX
122 PX605 20250919 6686.0 6690.0 ... 5504.77 6628.0 6710.0 PX
123 PX606 20250919 6606.0 6606.0 ... 3.30 6606.0 6686.0 PX
124 PX607 20250919 6596.0 6622.0 ... 9.92 6614.0 6734.0 PX
125 PX608 20250919 6622.0 6622.0 ... 3.31 6622.0 6694.0 PX
126 PX609 20250919 6652.0 6658.0 ... 16.63 6652.0 6724.0 PX
127 RI511 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250919 2508.0 2553.0 ... 26192.61 2527.0 2500.0 RM
134 RM601 20250919 2475.0 2530.0 ... 940248.65 2498.0 2469.0 RM
135 RM603 20250919 2378.0 2417.0 ... 12803.73 2402.0 2378.0 RM
136 RM605 20250919 2361.0 2389.0 ... 139688.21 2374.0 2362.0 RM
137 RM607 20250919 2349.0 2377.0 ... 6926.42 2362.0 2353.0 RM
138 RM608 20250919 2450.0 2470.0 ... 1160.23 2458.0 2457.0 RM
139 RM609 20250919 2436.0 2455.0 ... 3011.98 2447.0 2440.0 RM
140 RS511 20250919 5312.0 5372.0 ... 79.93 5329.0 5276.0 RS
141 RS607 20250919 5567.0 5628.0 ... 194.88 5568.0 5558.0 RS
142 RS608 20250919 5537.0 5638.0 ... 167.11 5570.0 5558.0 RS
143 RS609 20250919 5601.0 5601.0 ... 44.70 5588.0 5555.0 RS
144 SA510 20250919 1221.0 1232.0 ... 8151.28 1223.0 1227.0 SA
145 SA511 20250919 1227.0 1242.0 ... 431111.27 1233.0 1239.0 SA
146 SA512 20250919 1295.0 1309.0 ... 148028.64 1301.0 1303.0 SA
147 SA601 20250919 1305.0 1321.0 ... 2419891.75 1312.0 1317.0 SA
148 SA602 20250919 1338.0 1353.0 ... 291521.27 1344.0 1351.0 SA
149 SA603 20250919 1345.0 1359.0 ... 1823.16 1350.0 1352.0 SA
150 SA604 20250919 1394.0 1404.0 ... 438.40 1396.0 1397.0 SA
151 SA605 20250919 1397.0 1412.0 ... 84988.85 1403.0 1405.0 SA
152 SA606 20250919 1409.0 1424.0 ... 690.31 1415.0 1414.0 SA
153 SA607 20250919 1410.0 1425.0 ... 940.87 1417.0 1415.0 SA
154 SA608 20250919 1437.0 1449.0 ... 653.96 1440.0 1438.0 SA
155 SA609 20250919 1442.0 1456.0 ... 2965.37 1449.0 1446.0 SA
156 SF510 20250919 5598.0 5628.0 ... 17784.47 5594.0 5602.0 SF
157 SF511 20250919 5768.0 5810.0 ... 661962.22 5764.0 5780.0 SF
158 SF512 20250919 5746.0 5790.0 ... 229398.42 5746.0 5752.0 SF
159 SF601 20250919 5752.0 5792.0 ... 172968.35 5752.0 5760.0 SF
160 SF602 20250919 5714.0 5748.0 ... 31571.90 5710.0 5714.0 SF
161 SF603 20250919 5876.0 5876.0 ... 161.44 5870.0 5868.0 SF
162 SF604 20250919 5888.0 5888.0 ... 8.81 5876.0 5892.0 SF
163 SF605 20250919 5858.0 5894.0 ... 2341.56 5854.0 5860.0 SF
164 SF606 20250919 5854.0 5854.0 ... 29.10 5820.0 5834.0 SF
165 SF607 20250919 5986.0 5986.0 ... 71.64 5970.0 5966.0 SF
166 SF608 20250919 5938.0 5968.0 ... 17.86 5952.0 5954.0 SF
167 SF609 20250919 5958.0 5974.0 ... 41.68 5954.0 5954.0 SF
168 SH510 20250919 2512.0 2547.0 ... 26339.48 2523.0 2503.0 SH
169 SH511 20250919 2532.0 2596.0 ... 697787.08 2562.0 2538.0 SH
170 SH512 20250919 2585.0 2655.0 ... 318771.88 2618.0 2596.0 SH
171 SH601 20250919 2583.0 2657.0 ... 3758394.12 2623.0 2600.0 SH
172 SH602 20250919 2591.0 2676.0 ... 133977.83 2636.0 2623.0 SH
173 SH603 20250919 2621.0 2687.0 ... 2166.08 2655.0 2637.0 SH
174 SH604 20250919 2665.0 2727.0 ... 194.74 2705.0 2686.0 SH
175 SH605 20250919 2673.0 2737.0 ... 27644.74 2706.0 2689.0 SH
176 SH606 20250919 2723.0 2745.0 ... 171.79 2727.0 2705.0 SH
177 SH607 20250919 2723.0 2730.0 ... 57.30 2729.0 2687.0 SH
178 SH608 20250919 2720.0 2740.0 ... 81.89 2730.0 2686.0 SH
179 SH609 20250919 2704.0 2746.0 ... 212.73 2727.0 2710.0 SH
180 SM510 20250919 5920.0 5920.0 ... 7796.89 5880.0 5870.0 SM
181 SM511 20250919 5958.0 5988.0 ... 340828.24 5950.0 5946.0 SM
182 SM512 20250919 5958.0 5994.0 ... 68239.48 5966.0 5954.0 SM
183 SM601 20250919 5970.0 6012.0 ... 498718.17 5980.0 5976.0 SM
184 SM602 20250919 5976.0 6014.0 ... 247699.21 5978.0 5974.0 SM
185 SM603 20250919 5984.0 6026.0 ... 125.89 5996.0 5994.0 SM
186 SM604 20250919 5978.0 5978.0 ... 5.98 5978.0 5990.0 SM
187 SM605 20250919 6020.0 6050.0 ... 6701.37 6014.0 6010.0 SM
188 SM606 20250919 6004.0 6016.0 ... 9.01 6010.0 6020.0 SM
189 SM607 20250919 6024.0 6038.0 ... 18.09 6030.0 6042.0 SM
190 SM608 20250919 0.0 0.0 ... 0.00 6048.0 6048.0 SM
191 SM609 20250919 5996.0 6062.0 ... 592.73 6048.0 6038.0 SM
192 SR511 20250919 5494.0 5498.0 ... 129999.26 5483.0 5508.0 SR
193 SR601 20250919 5467.0 5475.0 ... 1231092.02 5460.0 5496.0 SR
194 SR603 20250919 5478.0 5627.0 ... 2518.62 5452.0 5484.0 SR
195 SR605 20250919 5454.0 5458.0 ... 123714.30 5443.0 5472.0 SR
196 SR607 20250919 5468.0 5468.0 ... 7015.44 5451.0 5481.0 SR
197 SR609 20250919 5482.0 5482.0 ... 3208.20 5465.0 5490.0 SR
198 TA510 20250919 4644.0 4652.0 ... 19846.93 4602.0 4674.0 TA
199 TA511 20250919 4660.0 4666.0 ... 337397.94 4620.0 4690.0 TA
200 TA512 20250919 4662.0 4678.0 ... 172696.00 4630.0 4706.0 TA
201 TA601 20250919 4674.0 4688.0 ... 1981431.35 4638.0 4708.0 TA
202 TA602 20250919 4684.0 4698.0 ... 29048.53 4648.0 4712.0 TA
203 TA603 20250919 4704.0 4704.0 ... 79.22 4660.0 4738.0 TA
204 TA604 20250919 0.0 0.0 ... 0.00 4644.0 4744.0 TA
205 TA605 20250919 4710.0 4726.0 ... 66900.31 4672.0 4740.0 TA
206 TA606 20250919 4722.0 4722.0 ... 7.05 4702.0 4730.0 TA
207 TA607 20250919 4708.0 4716.0 ... 7.06 4708.0 4760.0 TA
208 TA608 20250919 0.0 0.0 ... 0.00 4688.0 4746.0 TA
209 TA609 20250919 4752.0 4752.0 ... 159.95 4704.0 4760.0 TA
210 UR510 20250919 1580.0 1581.0 ... 2914.24 1574.0 1577.0 UR
211 UR511 20250919 1662.0 1662.0 ... 52488.70 1647.0 1653.0 UR
212 UR512 20250919 1663.0 1669.0 ... 16142.54 1657.0 1664.0 UR
213 UR601 20250919 1672.0 1676.0 ... 375626.62 1666.0 1671.0 UR
214 UR602 20250919 1679.0 1681.0 ... 672.08 1672.0 1677.0 UR
215 UR603 20250919 1724.0 1727.0 ... 106.45 1717.0 1722.0 UR
216 UR604 20250919 1727.0 1728.0 ... 17.24 1724.0 1725.0 UR
217 UR605 20250919 1725.0 1732.0 ... 25363.67 1724.0 1726.0 UR
218 UR606 20250919 1727.0 1730.0 ... 124.13 1724.0 1724.0 UR
219 UR607 20250919 1760.0 1763.0 ... 84.36 1758.0 1757.0 UR
220 UR608 20250919 1753.0 1753.0 ... 3.51 1753.0 1749.0 UR
221 UR609 20250919 1745.0 1752.0 ... 185.18 1747.0 1746.0 UR
222 WH511 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:26:38,495 - future_1d - INFO - ak.get_czce_daily('2025-09-19') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250919 ... 79840 79800 CU
1 1 CU2511 20250919 ... 79820 79780 CU
2 2 CU2512 20250919 ... 79810 79760 CU
3 3 CU2601 20250919 ... 79810 79800 CU
4 4 CU2602 20250919 ... 79800 79780 CU
5 5 CU2603 20250919 ... 79830 79840 CU
6 6 CU2604 20250919 ... 79860 79790 CU
7 7 CU2605 20250919 ... 79910 79820 CU
8 8 CU2606 20250919 ... 79850 79780 CU
9 9 CU2607 20250919 ... 79840 79720 CU
10 10 CU2608 20250919 ... 79800 79790 CU
11 11 CU2609 20250919 ... 79780 79830 CU
12 12 BC2510 20250919 ... 70760 70760 BC
13 13 BC2511 20250919 ... 70890 70820 BC
14 14 BC2512 20250919 ... 71670 71670 BC
15 15 BC2601 20250919 ... 71000 71000 BC
16 16 BC2602 20250919 ... 71100 71100 BC
17 17 BC2603 20250919 ... 71200 71200 BC
18 18 BC2604 20250919 ... 71300 71300 BC
19 19 BC2605 20250919 ... 71300 71300 BC
20 20 BC2606 20250919 ... 71400 71400 BC
21 21 BC2607 20250919 ... 71400 71400 BC
22 22 BC2608 20250919 ... 71400 71400 BC
23 23 BC2609 20250919 ... 71550 71550 BC
24 24 AL2510 20250919 ... 20805 20775 AL
25 25 AL2511 20250919 ... 20820 20795 AL
26 26 AL2512 20250919 ... 20820 20790 AL
27 27 AL2601 20250919 ... 20815 20790 AL
28 28 AL2602 20250919 ... 20815 20790 AL
29 29 AL2603 20250919 ... 20840 20810 AL
30 30 AL2604 20250919 ... 20855 20820 AL
31 31 AL2605 20250919 ... 20865 20825 AL
32 32 AL2606 20250919 ... 20850 20845 AL
33 33 AL2607 20250919 ... 20865 20825 AL
34 34 AL2608 20250919 ... 20885 20830 AL
35 35 AL2609 20250919 ... 20850 20835 AL
36 36 ZN2510 20250919 ... 22065 22075 ZN
37 37 ZN2511 20250919 ... 22060 22085 ZN
38 38 ZN2512 20250919 ... 22080 22115 ZN
39 39 ZN2601 20250919 ... 22100 22150 ZN
40 40 ZN2602 20250919 ... 22125 22180 ZN
41 41 ZN2603 20250919 ... 22160 22175 ZN
42 42 ZN2604 20250919 ... 22200 22225 ZN
43 43 ZN2605 20250919 ... 22230 22260 ZN
44 44 ZN2606 20250919 ... 22240 22265 ZN
45 45 ZN2607 20250919 ... 22260 22275 ZN
46 46 ZN2608 20250919 ... 22290 22295 ZN
47 47 ZN2609 20250919 ... 22305 22335 ZN
48 48 PB2510 20250919 ... 17140 17110 PB
49 49 PB2511 20250919 ... 17170 17130 PB
50 50 PB2512 20250919 ... 17175 17135 PB
51 51 PB2601 20250919 ... 17170 17135 PB
52 52 PB2602 20250919 ... 17175 17175 PB
53 53 PB2603 20250919 ... 17190 17190 PB
54 54 PB2604 20250919 ... 17235 17195 PB
55 55 PB2605 20250919 ... 17210 17180 PB
56 56 PB2606 20250919 ... 17145 17145 PB
57 57 PB2607 20250919 ... 17225 17185 PB
58 58 PB2608 20250919 ... 17245 17190 PB
59 59 PB2609 20250919 ... 17210 17220 PB
60 60 NI2510 20250919 ... 121320 121570 NI
61 61 NI2511 20250919 ... 121520 121700 NI
62 62 NI2512 20250919 ... 121810 121890 NI
63 63 NI2601 20250919 ... 121930 122100 NI
64 64 NI2602 20250919 ... 122110 122330 NI
65 65 NI2603 20250919 ... 122540 122460 NI
66 66 NI2604 20250919 ... 122710 122640 NI
67 67 NI2605 20250919 ... 122950 122910 NI
68 68 NI2606 20250919 ... 123120 123030 NI
69 69 NI2607 20250919 ... 123440 123210 NI
70 70 NI2608 20250919 ... 123490 123600 NI
71 71 NI2609 20250919 ... 123530 123850 NI
72 72 SN2510 20250919 ... 268470 270240 SN
73 73 SN2511 20250919 ... 268840 270460 SN
74 74 SN2512 20250919 ... 269060 270420 SN
75 75 SN2601 20250919 ... 269200 270430 SN
76 76 SN2602 20250919 ... 269420 270580 SN
77 77 SN2603 20250919 ... 269440 270650 SN
78 78 SN2604 20250919 ... 270080 271420 SN
79 79 SN2605 20250919 ... 269840 270780 SN
80 80 SN2606 20250919 ... 269920 271460 SN
81 81 SN2607 20250919 ... 270550 272240 SN
82 82 SN2608 20250919 ... 270360 272130 SN
83 83 SN2609 20250919 ... 271330 271810 SN
84 84 AO2510 20250919 ... 2915 2923 AO
85 85 AO2511 20250919 ... 2919 2927 AO
86 86 AO2512 20250919 ... 2927 2935 AO
87 87 AO2601 20250919 ... 2936 2948 AO
88 88 AO2602 20250919 ... 2947 2949 AO
89 89 AO2603 20250919 ... 3016 3019 AO
90 90 AO2604 20250919 ... 3023 3025 AO
91 91 AO2605 20250919 ... 3029 3032 AO
92 92 AO2606 20250919 ... 3032 3036 AO
93 93 AO2607 20250919 ... 3038 3043 AO
94 94 AO2608 20250919 ... 3048 3059 AO
95 95 AO2609 20250919 ... 3062 3081 AO
96 96 AD2511 20250919 ... 20320 20325 AD
97 97 AD2512 20250919 ... 20350 20355 AD
98 98 AD2601 20250919 ... 20380 20345 AD
99 99 AD2602 20250919 ... 20355 20365 AD
100 100 AD2603 20250919 ... 20415 20500 AD
101 101 AD2604 20250919 ... 20345 20485 AD
102 102 AD2605 20250919 ... 20355 20355 AD
103 103 AD2606 20250919 ... 20305 20305 AD
104 104 AD2607 20250919 ... 20510 20510 AD
105 105 AD2608 20250919 ... 20515 20515 AD
106 106 AD2609 20250919 ... 20515 20515 AD
107 107 AU2510 20250919 ... 826.86 831.8 AU
108 108 AU2511 20250919 ... 828.7 832.92 AU
109 109 AU2512 20250919 ... 829.78 833.96 AU
110 110 AU2602 20250919 ... 832.14 836.52 AU
111 111 AU2604 20250919 ... 834.24 838.64 AU
112 112 AU2606 20250919 ... 836.56 840.78 AU
113 113 AU2608 20250919 ... 839.52 843.44 AU
114 114 AU2610 20250919 ... 842.9 846.74 AU
115 115 AG2510 20250919 ... 9903 9882 AG
116 116 AG2511 20250919 ... 9928 9884 AG
117 117 AG2512 20250919 ... 9938 9908 AG
118 118 AG2601 20250919 ... 9951 9921 AG
119 119 AG2602 20250919 ... 9960 9934 AG
120 120 AG2603 20250919 ... 9983 9939 AG
121 121 AG2604 20250919 ... 9989 9961 AG
122 122 AG2605 20250919 ... 10006 9971 AG
123 123 AG2606 20250919 ... 10021 9976 AG
124 124 AG2607 20250919 ... 10032 10001 AG
125 125 AG2608 20250919 ... 10046 10003 AG
126 126 AG2609 20250919 ... 10059 10025 AG
127 127 RB2510 20250919 ... 3069 3057 RB
128 128 RB2511 20250919 ... 3083 3075 RB
129 129 RB2512 20250919 ... 3139 3131 RB
130 130 RB2601 20250919 ... 3158 3149 RB
131 131 RB2602 20250919 ... 3162 3155 RB
132 132 RB2603 20250919 ... 3184 3179 RB
133 133 RB2604 20250919 ... 3198 3217 RB
134 134 RB2605 20250919 ... 3218 3208 RB
135 135 RB2606 20250919 ... 3230 3227 RB
136 136 RB2607 20250919 ... 3241 3240 RB
137 137 RB2608 20250919 ... 3239 3238 RB
138 138 RB2609 20250919 ... 3253 3242 RB
139 139 WR2510 20250919 ... 3283 3279 WR
140 140 WR2511 20250919 ... 3302 3302 WR
141 141 WR2512 20250919 ... 3324 3324 WR
142 142 WR2601 20250919 ... 3349 3349 WR
143 143 WR2602 20250919 ... 3358 3358 WR
144 144 WR2603 20250919 ... 3399 3395 WR
145 145 WR2604 20250919 ... 3389 3389 WR
146 146 WR2605 20250919 ... 3414 3414 WR
147 147 WR2606 20250919 ... 3372 3372 WR
148 148 WR2607 20250919 ... 3390 3390 WR
149 149 WR2608 20250919 ... 3399 3399 WR
150 150 WR2609 20250919 ... 3466 3553 WR
151 151 HC2510 20250919 ... 3400 3403 HC
152 152 HC2511 20250919 ... 3382 3390 HC
153 153 HC2512 20250919 ... 3370 3383 HC
154 154 HC2601 20250919 ... 3362 3368 HC
155 155 HC2602 20250919 ... 3360 3374 HC
156 156 HC2603 20250919 ... 3365 3370 HC
157 157 HC2604 20250919 ... 3371 3373 HC
158 158 HC2605 20250919 ... 3372 3377 HC
159 159 HC2606 20250919 ... 3377 3395 HC
160 160 HC2607 20250919 ... 3384 3402 HC
161 161 HC2608 20250919 ... 3381 3385 HC
162 162 HC2609 20250919 ... 3401 3407 HC
163 163 SS2510 20250919 ... 12755 12790 SS
164 164 SS2511 20250919 ... 12870 12910 SS
165 165 SS2512 20250919 ... 12910 12950 SS
166 166 SS2601 20250919 ... 12970 13020 SS
167 167 SS2602 20250919 ... 13025 13095 SS
168 168 SS2603 20250919 ... 13105 13145 SS
169 169 SS2604 20250919 ... 13155 13205 SS
170 170 SS2605 20250919 ... 13225 13280 SS
171 171 SS2606 20250919 ... 13315 13315 SS
172 172 SS2607 20250919 ... 13350 13350 SS
173 173 SS2608 20250919 ... 13400 13415 SS
174 174 SS2609 20250919 ... 13475 13495 SS
175 175 SC2510 20250919 ... 492.1 495.5 SC
176 176 SC2511 20250919 ... 491.2 496.3 SC
177 177 SC2512 20250919 ... 489.8 493.5 SC
178 178 SC2601 20250919 ... 488.5 491.9 SC
179 179 SC2602 20250919 ... 486.6 490.4 SC
180 180 SC2603 20250919 ... 486 489.8 SC
181 181 SC2604 20250919 ... 486 488 SC
182 182 SC2605 20250919 ... 485.4 487.2 SC
183 183 SC2606 20250919 ... 485.8 487 SC
184 184 SC2607 20250919 ... 484.6 485.2 SC
185 185 SC2608 20250919 ... 483 483.9 SC
186 186 SC2609 20250919 ... 480.8 483.8 SC
187 187 SC2612 20250919 ... 477.1 482.5 SC
188 188 SC2703 20250919 ... 475.1 475.1 SC
189 189 SC2706 20250919 ... 469.2 476.8 SC
190 190 SC2709 20250919 ... 473.2 473.2 SC
191 191 SC2712 20250919 ... 472.9 474.1 SC
192 192 SC2803 20250919 ... 471 471.2 SC
193 193 SC2806 20250919 ... 467.5 472.5 SC
194 194 SC2809 20250919 ... 465.7 465.7 SC
195 195 LU2510 20250919 ... 3372 3418 LU
196 196 LU2511 20250919 ... 3405 3428 LU
197 197 LU2512 20250919 ... 3388 3410 LU
198 198 LU2601 20250919 ... 3382 3403 LU
199 199 LU2602 20250919 ... 3362 3389 LU
200 200 LU2603 20250919 ... 3362 3378 LU
201 201 LU2604 20250919 ... 3345 3365 LU
202 202 LU2605 20250919 ... 3346 3374 LU
203 203 LU2606 20250919 ... 3352 3360 LU
204 204 LU2607 20250919 ... 3350 3358 LU
205 205 LU2608 20250919 ... 3342 3346 LU
206 206 LU2609 20250919 ... 3329 3325 LU
207 207 FU2510 20250919 ... 2834 2811 FU
208 208 FU2511 20250919 ... 2850 2834 FU
209 209 FU2512 20250919 ... 2830 2821 FU
210 210 FU2601 20250919 ... 2818 2807 FU
211 211 FU2602 20250919 ... 2795 2788 FU
212 212 FU2603 20250919 ... 2788 2779 FU
213 213 FU2604 20250919 ... 2783 2773 FU
214 214 FU2605 20250919 ... 2772 2763 FU
215 215 FU2606 20250919 ... 2756 2749 FU
216 216 FU2607 20250919 ... 2737 2738 FU
217 217 FU2608 20250919 ... 2729 2727 FU
218 218 FU2609 20250919 ... 2711 2707 FU
219 219 BU2510 20250919 ... 3433 3443 BU
220 220 BU2511 20250919 ... 3425 3436 BU
221 221 BU2512 20250919 ... 3381 3393 BU
222 222 BU2601 20250919 ... 3361 3375 BU
223 223 BU2602 20250919 ... 3363 3377 BU
224 224 BU2603 20250919 ... 3364 3382 BU
225 225 BU2604 20250919 ... 3364 3367 BU
226 226 BU2605 20250919 ... 3347 3375 BU
227 227 BU2606 20250919 ... 3356 3371 BU
228 228 BU2607 20250919 ... 3348 3348 BU
229 229 BU2608 20250919 ... 3369 3369 BU
230 230 BU2609 20250919 ... 3349 3356 BU
231 231 BU2612 20250919 ... 3314 3314 BU
232 232 BU2703 20250919 ... 3312 3322 BU
233 233 BU2706 20250919 ... 3318 3331 BU
234 234 BU2709 20250919 ... 3342 3314 BU
235 235 BR2510 20250919 ... 11545 11510 BR
236 236 BR2511 20250919 ... 11470 11455 BR
237 237 BR2512 20250919 ... 11460 11450 BR
238 238 BR2601 20250919 ... 11470 11470 BR
239 239 BR2602 20250919 ... 11500 11460 BR
240 240 BR2603 20250919 ... 11475 11490 BR
241 241 BR2604 20250919 ... 11535 11560 BR
242 242 BR2605 20250919 ... 11525 11500 BR
243 243 BR2606 20250919 ... 11630 11635 BR
244 244 BR2607 20250919 ... 11715 11715 BR
245 245 BR2608 20250919 ... 11770 11780 BR
246 246 BR2609 20250919 ... 11645 11675 BR
247 247 RU2510 20250919 ... 14670 14740 RU
248 248 RU2511 20250919 ... 14645 14700 RU
249 249 RU2601 20250919 ... 15530 15630 RU
250 250 RU2603 20250919 ... 15525 15705 RU
251 251 RU2604 20250919 ... 15505 15650 RU
252 252 RU2605 20250919 ... 15515 15610 RU
253 253 RU2606 20250919 ... 15565 15670 RU
254 254 RU2607 20250919 ... 15585 15780 RU
255 255 RU2608 20250919 ... 15585 15660 RU
256 256 RU2609 20250919 ... 15570 15665 RU
257 257 NR2510 20250919 ... 12280 12305 NR
258 258 NR2511 20250919 ... 12290 12330 NR
259 259 NR2512 20250919 ... 12335 12355 NR
260 260 NR2601 20250919 ... 12370 12400 NR
261 261 NR2602 20250919 ... 12405 12455 NR
262 262 NR2603 20250919 ... 12375 12435 NR
263 263 NR2604 20250919 ... 12435 12405 NR
264 264 NR2605 20250919 ... 12470 12455 NR
265 265 NR2606 20250919 ... 12440 12440 NR
266 266 NR2607 20250919 ... 12650 12655 NR
267 267 NR2608 20250919 ... 12685 12685 NR
268 268 NR2609 20250919 ... 12510 12510 NR
269 269 SP2510 20250919 ... 4990 4986 SP
270 270 SP2511 20250919 ... 5020 5008 SP
271 271 SP2512 20250919 ... 5038 5026 SP
272 272 SP2601 20250919 ... 5320 5318 SP
273 273 SP2602 20250919 ... 5310 5316 SP
274 274 SP2603 20250919 ... 5324 5328 SP
275 275 SP2604 20250919 ... 5322 5318 SP
276 276 SP2605 20250919 ... 5338 5336 SP
277 277 SP2606 20250919 ... 5338 5342 SP
278 278 SP2607 20250919 ... 5346 5346 SP
279 279 SP2608 20250919 ... 5344 5338 SP
280 280 SP2609 20250919 ... 5354 5352 SP
281 281 OP2601 20250919 ... 4232 4232 OP
282 282 OP2602 20250919 ... 4232 4234 OP
283 283 OP2603 20250919 ... 4238 4228 OP
284 284 OP2604 20250919 ... 4260 4260 OP
285 285 OP2605 20250919 ... 4256 4256 OP
286 286 OP2606 20250919 ... 4242 4242 OP
287 287 OP2607 20250919 ... 4258 4262 OP
288 288 OP2608 20250919 ... 4244 4242 OP
289 289 OP2609 20250919 ... 4342 4256 OP
290 290 EC2510 20250919 ... 1072.3 1117.6 EC
291 291 EC2512 20250919 ... 1626.1 1663 EC
292 292 EC2602 20250919 ... 1552.7 1564.7 EC
293 293 EC2604 20250919 ... 1250.7 1271.7 EC
294 294 EC2606 20250919 ... 1438.3 1456.6 EC
295 295 EC2608 20250919 ... 1595 1615.3 EC
296 297 SC_TAS2511 20250919 ... SC_TAS
297 298 SC_TAS2512 20250919 ... SC_TAS
298 299 SC_TAS2601 20250919 ... SC_TAS
[299 rows x 13 columns]
2025-09-22 18:26:38,597 - future_1d - INFO - ak.get_shfe_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 a2511 20250919 3906.00 ... 3906.00 3892.00 A
1 a2601 20250919 3901.00 ... 3903.00 3893.00 A
2 a2603 20250919 3907.00 ... 3909.00 3900.00 A
3 a2605 20250919 3943.00 ... 3948.00 3940.00 A
4 a2607 20250919 3950.00 ... 3952.00 3944.00 A
5 a2609 20250919 3960.00 ... 3961.00 3953.00 A
6 b2510 20250919 3661.00 ... 3687.00 3674.00 B
7 b2511 20250919 3659.00 ... 3685.00 3670.00 B
8 b2512 20250919 3700.00 ... 3719.00 3709.00 B
9 b2601 20250919 3690.00 ... 3715.00 3704.00 B
10 b2602 20250919 3691.00 ... 3706.00 3687.00 B
11 b2603 20250919 3648.00 ... 3658.00 3654.00 B
12 b2604 20250919 3543.00 ... 3558.00 3545.00 B
13 b2605 20250919 3472.00 ... 3489.00 3484.00 B
14 b2606 20250919 3448.00 ... 3465.00 3459.00 B
15 b2607 20250919 3462.00 ... 3464.00 3457.00 B
16 b2608 20250919 3350.00 ... 3521.00 3562.00 B
17 b2609 20250919 3565.00 ... 3578.00 3574.00 B
18 bb2511 20250919 141.85 ... 142.00 142.20 BB
19 bb2601 20250919 0.00 ... 146.65 146.65 BB
20 bb2603 20250919 0.00 ... 146.85 146.85 BB
21 bb2605 20250919 0.00 ... 141.45 141.60 BB
22 bb2607 20250919 0.00 ... 146.20 146.40 BB
23 bb2609 20250919 0.00 ... 146.20 146.40 BB
24 bz2603 20250919 5999.00 ... 5979.00 6021.00 BZ
25 bz2604 20250919 5964.00 ... 5947.00 5974.00 BZ
26 bz2605 20250919 5982.00 ... 5975.00 5981.00 BZ
27 bz2606 20250919 0.00 ... 5954.00 5954.00 BZ
28 bz2607 20250919 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250919 0.00 ... 5949.00 5955.00 BZ
30 c2511 20250919 2178.00 ... 2171.00 2170.00 C
31 c2601 20250919 2165.00 ... 2161.00 2162.00 C
32 c2603 20250919 2173.00 ... 2171.00 2171.00 C
33 c2605 20250919 2229.00 ... 2228.00 2229.00 C
34 c2607 20250919 2240.00 ... 2239.00 2241.00 C
35 c2609 20250919 2179.00 ... 2234.00 2254.00 C
36 cs2511 20250919 2472.00 ... 2468.00 2465.00 CS
37 cs2601 20250919 2489.00 ... 2483.00 2489.00 CS
38 cs2603 20250919 2492.00 ... 2489.00 2492.00 CS
39 cs2605 20250919 2576.00 ... 2570.00 2573.00 CS
40 cs2607 20250919 2573.00 ... 2573.00 2577.00 CS
41 cs2609 20250919 2597.00 ... 2597.00 2597.00 CS
42 eb2509 20250919 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250919 7072.00 ... 7021.00 7079.00 EB
44 eb2511 20250919 7080.00 ... 7024.00 7090.00 EB
45 eb2512 20250919 7080.00 ... 7033.00 7099.00 EB
46 eb2601 20250919 7120.00 ... 7070.00 7130.00 EB
47 eb2602 20250919 7122.00 ... 7104.00 7156.00 EB
48 eb2603 20250919 7154.00 ... 7131.00 7183.00 EB
49 eb2604 20250919 7181.00 ... 7171.00 7230.00 EB
50 eb2605 20250919 7220.00 ... 7185.00 7251.00 EB
51 eb2606 20250919 0.00 ... 7260.00 7260.00 EB
52 eb2607 20250919 0.00 ... 7276.00 7283.00 EB
53 eb2608 20250919 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250919 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250919 4297.00 ... 4282.00 4314.00 EG
56 eg2511 20250919 4281.00 ... 4247.00 4275.00 EG
57 eg2512 20250919 4236.00 ... 4240.00 4275.00 EG
58 eg2601 20250919 4276.00 ... 4259.00 4282.00 EG
59 eg2602 20250919 4265.00 ... 4265.00 4284.00 EG
60 eg2603 20250919 4270.00 ... 4266.00 4298.00 EG
61 eg2604 20250919 4316.00 ... 4314.00 4338.00 EG
62 eg2605 20250919 4328.00 ... 4314.00 4340.00 EG
63 eg2606 20250919 4317.00 ... 4311.00 4358.00 EG
64 eg2607 20250919 4320.00 ... 4321.00 4343.00 EG
65 eg2608 20250919 0.00 ... 4399.00 4399.00 EG
66 fb2510 20250919 1255.00 ... 1259.50 1259.50 FB
67 fb2511 20250919 1254.00 ... 1254.00 1252.00 FB
68 fb2512 20250919 1257.50 ... 1255.00 1256.00 FB
69 fb2601 20250919 1255.50 ... 1253.50 1252.00 FB
70 fb2602 20250919 1255.00 ... 1254.00 1250.50 FB
71 fb2603 20250919 1247.00 ... 1247.00 1246.00 FB
72 fb2604 20250919 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250919 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250919 1303.50 ... 1298.00 1322.50 FB
75 fb2607 20250919 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250919 1269.50 ... 1270.00 1281.00 FB
77 fb2609 20250919 0.00 ... 1296.00 1296.00 FB
78 i2510 20250919 822.00 ... 823.50 820.50 I
79 i2511 20250919 815.00 ... 819.00 814.50 I
80 i2512 20250919 809.50 ... 813.00 809.00 I
81 i2601 20250919 802.50 ... 805.50 801.00 I
82 i2602 20250919 796.50 ... 801.00 795.50 I
83 i2603 20250919 791.50 ... 795.50 790.50 I
84 i2604 20250919 790.00 ... 790.50 786.50 I
85 i2605 20250919 779.00 ... 784.00 780.00 I
86 i2606 20250919 775.50 ... 778.50 775.00 I
87 i2607 20250919 770.00 ... 773.50 770.50 I
88 i2608 20250919 765.00 ... 768.50 765.50 I
89 i2609 20250919 760.50 ... 762.50 761.00 I
90 j2510 20250919 1623.00 ... 1624.00 1626.50 J
91 j2511 20250919 1641.50 ... 1657.50 1655.00 J
92 j2512 20250919 1700.00 ... 1700.00 1691.00 J
93 j2601 20250919 1709.00 ... 1725.50 1725.50 J
94 j2602 20250919 0.00 ... 1754.00 1754.00 J
95 j2603 20250919 0.00 ... 1763.50 1763.50 J
96 j2604 20250919 0.00 ... 1814.00 1814.00 J
97 j2605 20250919 1854.50 ... 1866.50 1853.50 J
98 j2606 20250919 1866.50 ... 1866.50 1879.50 J
99 j2607 20250919 0.00 ... 1878.50 1878.50 J
100 j2608 20250919 1884.50 ... 1891.00 1906.00 J
101 j2609 20250919 1901.00 ... 1923.50 1902.00 J
102 jd2509 20250919 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250919 3043.00 ... 3038.00 3041.00 JD
104 jd2511 20250919 3130.00 ... 3122.00 3119.00 JD
105 jd2512 20250919 3260.00 ... 3259.00 3242.00 JD
106 jd2601 20250919 3421.00 ... 3423.00 3396.00 JD
107 jd2602 20250919 3138.00 ... 3160.00 3131.00 JD
108 jd2603 20250919 3161.00 ... 3183.00 3148.00 JD
109 jd2604 20250919 3313.00 ... 3349.00 3318.00 JD
110 jd2605 20250919 3448.00 ... 3466.00 3432.00 JD
111 jd2606 20250919 3259.00 ... 3274.00 3245.00 JD
112 jd2607 20250919 3491.00 ... 3504.00 3484.00 JD
113 jd2608 20250919 3919.00 ... 3927.00 3916.00 JD
114 jm2510 20250919 1022.00 ... 1029.50 1034.00 JM
115 jm2511 20250919 1079.00 ... 1078.00 1082.00 JM
116 jm2512 20250919 1150.00 ... 1148.50 1148.50 JM
117 jm2601 20250919 1203.00 ... 1216.00 1215.50 JM
118 jm2602 20250919 1228.00 ... 1244.50 1237.00 JM
119 jm2603 20250919 1257.00 ... 1271.00 1258.50 JM
120 jm2604 20250919 1277.00 ... 1293.50 1281.00 JM
121 jm2605 20250919 1298.00 ... 1312.50 1302.50 JM
122 jm2606 20250919 1312.00 ... 1328.50 1316.00 JM
123 jm2607 20250919 1325.00 ... 1341.50 1326.00 JM
124 jm2608 20250919 1341.00 ... 1357.00 1339.00 JM
125 jm2609 20250919 1365.00 ... 1380.50 1360.50 JM
126 l2510 20250919 7107.00 ... 7095.00 7142.00 L
127 l2511 20250919 7159.00 ... 7128.00 7159.00 L
128 l2512 20250919 7163.00 ... 7158.00 7188.00 L
129 l2601 20250919 7202.00 ... 7181.00 7219.00 L
130 l2602 20250919 7186.00 ... 7177.00 7211.00 L
131 l2603 20250919 7203.00 ... 7193.00 7238.00 L
132 l2604 20250919 7238.00 ... 7233.00 7281.00 L
133 l2605 20250919 7250.00 ... 7228.00 7265.00 L
134 l2606 20250919 7216.00 ... 7225.00 7247.00 L
135 l2607 20250919 7241.00 ... 7238.00 7284.00 L
136 l2608 20250919 7255.00 ... 7256.00 7282.00 L
137 l2609 20250919 7272.00 ... 7264.00 7296.00 L
138 lg2509 20250919 780.00 ... 778.00 770.00 LG
139 lg2511 20250919 800.00 ... 804.00 806.00 LG
140 lg2601 20250919 817.00 ... 818.00 819.50 LG
141 lg2603 20250919 825.50 ... 824.50 824.50 LG
142 lg2605 20250919 830.50 ... 828.50 828.50 LG
143 lg2607 20250919 830.50 ... 828.50 830.50 LG
144 lh2509 20250919 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250919 12815.00 ... 12835.00 12885.00 LH
146 lh2601 20250919 13330.00 ... 13340.00 13395.00 LH
147 lh2603 20250919 12850.00 ... 12850.00 12915.00 LH
148 lh2605 20250919 13395.00 ... 13380.00 13460.00 LH
149 lh2607 20250919 14130.00 ... 14135.00 14215.00 LH
150 m2511 20250919 2968.00 ... 2975.00 2968.00 M
151 m2512 20250919 3011.00 ... 3024.00 3015.00 M
152 m2601 20250919 2995.00 ... 3004.00 3001.00 M
153 m2603 20250919 2932.00 ... 2949.00 2942.00 M
154 m2605 20250919 2768.00 ... 2777.00 2775.00 M
155 m2607 20250919 2754.00 ... 2768.00 2760.00 M
156 m2608 20250919 2874.00 ... 2885.00 2886.00 M
157 m2609 20250919 2882.00 ... 2889.00 2889.00 M
158 p2510 20250919 9186.00 ... 9242.00 9254.00 P
159 p2511 20250919 9256.00 ... 9292.00 9286.00 P
160 p2512 20250919 9292.00 ... 9318.00 9320.00 P
161 p2601 20250919 9314.00 ... 9340.00 9344.00 P
162 p2602 20250919 9300.00 ... 9318.00 9312.00 P
163 p2603 20250919 9248.00 ... 9280.00 9318.00 P
164 p2604 20250919 9214.00 ... 9230.00 9246.00 P
165 p2605 20250919 9118.00 ... 9138.00 9138.00 P
166 p2606 20250919 9032.00 ... 9032.00 9042.00 P
167 p2607 20250919 8932.00 ... 8930.00 8922.00 P
168 p2608 20250919 8864.00 ... 8864.00 8872.00 P
169 p2609 20250919 8814.00 ... 8812.00 8844.00 P
170 pg2509 20250919 3810.00 ... 3801.00 3805.00 PG
171 pg2510 20250919 4461.00 ... 4439.00 4466.00 PG
172 pg2511 20250919 4393.00 ... 4368.00 4400.00 PG
173 pg2512 20250919 4336.00 ... 4307.00 4336.00 PG
174 pg2601 20250919 4271.00 ... 4241.00 4270.00 PG
175 pg2602 20250919 4193.00 ... 4176.00 4209.00 PG
176 pg2603 20250919 4110.00 ... 4090.00 4123.00 PG
177 pg2604 20250919 4429.00 ... 4418.00 4451.00 PG
178 pg2605 20250919 4348.00 ... 4341.00 4379.00 PG
179 pg2606 20250919 4283.00 ... 4283.00 4297.00 PG
180 pg2607 20250919 0.00 ... 4247.00 4247.00 PG
181 pg2608 20250919 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250919 6825.00 ... 6816.00 6862.00 PP
183 pp2511 20250919 6878.00 ... 6846.00 6886.00 PP
184 pp2512 20250919 6895.00 ... 6883.00 6921.00 PP
185 pp2601 20250919 6930.00 ... 6917.00 6955.00 PP
186 pp2602 20250919 6901.00 ... 6900.00 6930.00 PP
187 pp2603 20250919 6898.00 ... 6899.00 6953.00 PP
188 pp2604 20250919 6934.00 ... 6927.00 6961.00 PP
189 pp2605 20250919 6970.00 ... 6959.00 6993.00 PP
190 pp2606 20250919 6917.00 ... 6921.00 6951.00 PP
191 pp2607 20250919 6902.00 ... 6890.00 6941.00 PP
192 pp2608 20250919 6902.00 ... 6900.00 6950.00 PP
193 pp2609 20250919 6931.00 ... 6926.00 6966.00 PP
194 rr2510 20250919 3608.00 ... 3608.00 3603.00 RR
195 rr2511 20250919 3610.00 ... 3614.00 3605.00 RR
196 rr2512 20250919 3600.00 ... 3605.00 3597.00 RR
197 rr2601 20250919 3621.00 ... 3620.00 3617.00 RR
198 rr2602 20250919 3602.00 ... 3603.00 3599.00 RR
199 rr2603 20250919 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250919 3616.00 ... 3616.00 3611.00 RR
201 rr2605 20250919 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250919 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250919 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250919 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250919 0.00 ... 3614.00 3614.00 RR
206 v2510 20250919 4810.00 ... 4834.00 4828.00 V
207 v2511 20250919 4844.00 ... 4867.00 4848.00 V
208 v2512 20250919 4887.00 ... 4908.00 4895.00 V
209 v2601 20250919 4927.00 ... 4949.00 4939.00 V
210 v2602 20250919 4967.00 ... 4984.00 4973.00 V
211 v2603 20250919 4999.00 ... 5016.00 5003.00 V
212 v2604 20250919 5203.00 ... 5222.00 5206.00 V
213 v2605 20250919 5229.00 ... 5252.00 5241.00 V
214 v2606 20250919 5280.00 ... 5286.00 5269.00 V
215 v2607 20250919 5301.00 ... 5314.00 5301.00 V
216 v2608 20250919 5332.00 ... 5342.00 5337.00 V
217 v2609 20250919 5347.00 ... 5374.00 5370.00 V
218 y2511 20250919 8294.00 ... 8350.00 8308.00 Y
219 y2512 20250919 8344.00 ... 8390.00 8346.00 Y
220 y2601 20250919 8298.00 ... 8336.00 8306.00 Y
221 y2603 20250919 8228.00 ... 8276.00 8276.00 Y
222 y2605 20250919 8034.00 ... 8060.00 8052.00 Y
223 y2607 20250919 7990.00 ... 8014.00 7998.00 Y
224 y2608 20250919 8008.00 ... 8024.00 8016.00 Y
225 y2609 20250919 7974.00 ... 7992.00 7988.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:39,210 - future_1d - INFO - ak.get_dce_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250919 492.4 497 ... 79529.8 492.1 495.5 SC
1 SC2511 20250919 496 496.8 ... 5350084.38 491.2 496.3 SC
2 SC2512 20250919 492.5 495.2 ... 691817.35 489.8 493.5 SC
3 SC2601 20250919 491.4 494 ... 197806.98 488.5 491.9 SC
4 SC2602 20250919 490.2 492 ... 26665.74 486.6 490.4 SC
5 SC2603 20250919 489.5 491.1 ... 17934.02 486 489.8 SC
6 SC2604 20250919 489.4 490.2 ... 12977.04 486 488 SC
7 SC2605 20250919 487.4 488.9 ... 3203.87 485.4 487.2 SC
8 SC2606 20250919 486.1 488.8 ... 10883.51 485.8 487 SC
9 SC2607 20250919 486.3 486.3 ... 484.66 484.6 485.2 SC
10 SC2608 20250919 483.8 483.8 ... 96.6 483 483.9 SC
11 SC2609 20250919 480.2 482.1 ... 144.25 480.8 483.8 SC
12 SC2612 20250919 477.9 477.9 ... 95.42 477.1 482.5 SC
13 SC2703 20250919 ... 0 475.1 475.1 SC
14 SC2706 20250919 469.2 469.2 ... 93.84 469.2 476.8 SC
15 SC2709 20250919 ... 0 473.2 473.2 SC
16 SC2712 20250919 475.8 475.8 ... 331.07 472.9 474.1 SC
17 SC2803 20250919 ... 0 471 471.2 SC
18 SC2806 20250919 466.3 470.4 ... 280.52 467.5 472.5 SC
19 SC2809 20250919 ... 0 465.7 465.7 SC
21 LU2510 20250919 3386 3403 ... 1433.485 3372 3418 LU
22 LU2511 20250919 3423 3435 ... 264241.092 3405 3428 LU
23 LU2512 20250919 3406 3423 ... 124304.829 3388 3410 LU
24 LU2601 20250919 3402 3415 ... 30635.477 3382 3403 LU
25 LU2602 20250919 3384 3400 ... 1701.261 3362 3389 LU
26 LU2603 20250919 3412 3412 ... 43.712 3362 3378 LU
27 LU2604 20250919 3345 3345 ... 3.345 3345 3365 LU
28 LU2605 20250919 3352 3352 ... 10.038 3346 3374 LU
29 LU2606 20250919 3375 3375 ... 13.411 3352 3360 LU
30 LU2607 20250919 3371 3371 ... 10.051 3350 3358 LU
31 LU2608 20250919 3356 3356 ... 23.4 3342 3346 LU
32 LU2609 20250919 3335 3351 ... 43.282 3329 3325 LU
34 NR2510 20250919 12305 12350 ... 45954.425 12280 12305 NR
35 NR2511 20250919 12350 12365 ... 1022204.27 12290 12330 NR
36 NR2512 20250919 12380 12410 ... 203639.26 12335 12355 NR
37 NR2601 20250919 12425 12445 ... 177399.435 12370 12400 NR
38 NR2602 20250919 12440 12440 ... 2394.74 12405 12455 NR
39 NR2603 20250919 12405 12405 ... 136.14 12375 12435 NR
40 NR2604 20250919 12500 12500 ... 410.47 12435 12405 NR
41 NR2605 20250919 12480 12480 ... 24.945 12470 12455 NR
42 NR2606 20250919 ... 0 12440 12440 NR
43 NR2607 20250919 ... 0 12650 12655 NR
44 NR2608 20250919 ... 0 12685 12685 NR
45 NR2609 20250919 ... 0 12510 12510 NR
47 BC2510 20250919 70680 71010 ... 115551.94 70760 70760 BC
48 BC2511 20250919 70700 71080 ... 29847.295 70890 70820 BC
49 BC2512 20250919 ... 0 71670 71670 BC
50 BC2601 20250919 ... 0 71000 71000 BC
51 BC2602 20250919 ... 0 71100 71100 BC
52 BC2603 20250919 ... 0 71200 71200 BC
53 BC2604 20250919 ... 0 71300 71300 BC
54 BC2605 20250919 ... 0 71300 71300 BC
55 BC2606 20250919 ... 0 71400 71400 BC
56 BC2607 20250919 ... 0 71400 71400 BC
57 BC2608 20250919 ... 0 71400 71400 BC
58 BC2609 20250919 ... 0 71550 71550 BC
60 EC2510 20250919 1105 1106 ... 177534.134 1072.3 1117.6 EC
61 EC2512 20250919 1666.1 1666.1 ... 94181.2335 1626.1 1663 EC
62 EC2602 20250919 1564.5 1565 ... 17841.469 1552.7 1564.7 EC
63 EC2604 20250919 1260.5 1262.7 ... 8086.0645 1250.7 1271.7 EC
64 EC2606 20250919 1437.7 1451.6 ... 949.307 1438.3 1456.6 EC
65 EC2608 20250919 1601.2 1606.5 ... 925.154 1595 1615.3 EC
68 SC_TAS2511 20250919 ... SC_TAS
69 SC_TAS2512 20250919 ... SC_TAS
70 SC_TAS2601 20250919 ... SC_TAS
[65 rows x 12 columns]
2025-09-22 18:26:39,274 - future_1d - INFO - ak.get_ine_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 IC2509 20250919 7177.200 ... 7182.620 7164.600 IC
1 IC2510 20250919 7120.000 ... 7117.800 7090.800 IC
2 IC2512 20250919 6995.600 ... 6999.000 6960.200 IC
3 IC2603 20250919 6833.000 ... 6831.000 6793.600 IC
4 IF2509 20250919 4493.000 ... 4509.780 4483.400 IF
5 IF2510 20250919 4478.000 ... 4495.000 4470.200 IF
6 IF2512 20250919 4455.000 ... 4470.400 4440.000 IF
7 IF2603 20250919 4425.000 ... 4446.600 4416.400 IF
8 IH2509 20250919 2911.600 ... 2918.050 2907.800 IH
9 IH2510 20250919 2912.400 ... 2917.400 2904.200 IH
10 IH2512 20250919 2917.400 ... 2917.400 2903.400 IH
11 IH2603 20250919 2916.000 ... 2919.600 2906.000 IH
12 IM2509 20250919 7461.400 ... 7448.680 7449.200 IM
13 IM2510 20250919 7380.000 ... 7361.000 7366.800 IM
14 IM2512 20250919 7224.000 ... 7202.200 7206.200 IM
15 IM2603 20250919 7003.400 ... 6994.000 7001.800 IM
16 T2512 20250919 108.080 ... 107.755 108.065 T
17 T2603 20250919 107.715 ... 107.420 107.735 T
18 T2606 20250919 107.590 ... 107.285 107.565 T
19 TF2512 20250919 105.820 ... 105.630 105.815 TF
20 TF2603 20250919 105.695 ... 105.510 105.685 TF
21 TF2606 20250919 105.570 ... 105.420 105.590 TF
22 TL2512 20250919 115.640 ... 114.880 115.680 TL
23 TL2603 20250919 115.320 ... 114.570 115.360 TL
24 TL2606 20250919 115.330 ... 114.540 115.310 TL
25 TS2512 20250919 102.420 ... 102.358 102.414 TS
26 TS2603 20250919 102.330 ... 102.292 102.340 TS
27 TS2606 20250919 102.288 ... 102.274 102.302 TS
[28 rows x 12 columns]
2025-09-22 18:26:39,572 - future_1d - INFO - ak.get_cffex_daily('2025-09-19') done
2025-09-22 18:26:41,331 - future_1d - INFO - save future_daily 2025-09-19 completed
symbol date open ... settle pre_settle variety
0 PS2510 20250922 52995.0 ... 51890.0 53040.0 PS
1 PS2511 20250922 52925.0 ... 51675.0 52910.0 PS
2 PS2512 20250922 55290.0 ... 54225.0 55320.0 PS
3 PS2601 20250922 55300.0 ... 54065.0 55030.0 PS
4 PS2602 20250922 55385.0 ... 54595.0 55135.0 PS
5 PS2603 20250922 55455.0 ... 54490.0 55205.0 PS
6 PS2604 20250922 55475.0 ... 54165.0 54950.0 PS
7 PS2605 20250922 55385.0 ... 53990.0 54930.0 PS
8 PS2606 20250922 57600.0 ... 56335.0 56920.0 PS
9 PS2607 20250922 57685.0 ... 56470.0 56815.0 PS
10 PS2608 20250922 57560.0 ... 56380.0 57180.0 PS
11 PS2609 20250922 56810.0 ... 56245.0 56995.0 PS
13 SI2510 20250922 9275.0 ... 9110.0 8975.0 SI
14 SI2511 20250922 9285.0 ... 9135.0 9025.0 SI
15 SI2512 20250922 9855.0 ... 9520.0 9420.0 SI
16 SI2601 20250922 9690.0 ... 9515.0 9405.0 SI
17 SI2602 20250922 9650.0 ... 9525.0 9425.0 SI
18 SI2603 20250922 9690.0 ... 9510.0 9500.0 SI
19 SI2604 20250922 9665.0 ... 9500.0 9550.0 SI
20 SI2605 20250922 9655.0 ... 9520.0 9405.0 SI
21 SI2606 20250922 9645.0 ... 9545.0 9470.0 SI
22 SI2607 20250922 9640.0 ... 9510.0 9480.0 SI
23 SI2608 20250922 9605.0 ... 9560.0 9475.0 SI
24 SI2609 20250922 9665.0 ... 9575.0 9440.0 SI
27 LC2510 20250922 74020.0 ... 73660.0 73320.0 LC
28 LC2511 20250922 74580.0 ... 73780.0 73460.0 LC
29 LC2512 20250922 74460.0 ... 73940.0 73600.0 LC
30 LC2601 20250922 73840.0 ... 73880.0 73620.0 LC
31 LC2602 20250922 74560.0 ... 73580.0 73280.0 LC
32 LC2603 20250922 74360.0 ... 73840.0 73480.0 LC
33 LC2604 20250922 74640.0 ... 74240.0 74060.0 LC
34 LC2605 20250922 74500.0 ... 74280.0 74040.0 LC
35 LC2606 20250922 74560.0 ... 74180.0 73840.0 LC
36 LC2607 20250922 74080.0 ... 73980.0 73700.0 LC
37 LC2608 20250922 74160.0 ... 74100.0 73740.0 LC
38 LC2609 20250922 74120.0 ... 74020.0 73820.0 LC
[36 rows x 12 columns]
2025-09-22 18:26:50,991 - future_1d - INFO - ak.get_gfex_daily('2025-09-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250922 8479.0 8495.0 ... 35108.28 8448.0 8437.0 AP
1 AP511 20250922 8237.0 8285.0 ... 9132.05 8220.0 8233.0 AP
2 AP512 20250922 8216.0 8278.0 ... 1033.84 8205.0 8225.0 AP
3 AP601 20250922 8273.0 8350.0 ... 699317.95 8256.0 8290.0 AP
4 AP603 20250922 8166.0 8225.0 ... 931.58 8172.0 8183.0 AP
5 AP604 20250922 8107.0 8206.0 ... 326.76 8169.0 8194.0 AP
6 AP605 20250922 8240.0 8242.0 ... 7842.30 8195.0 8252.0 AP
7 CF511 20250922 13615.0 13640.0 ... 333313.68 13520.0 13625.0 CF
8 CF601 20250922 13740.0 13755.0 ... 2286431.97 13635.0 13745.0 CF
9 CF603 20250922 13700.0 13725.0 ... 4414.14 13605.0 13705.0 CF
10 CF605 20250922 13715.0 13745.0 ... 300977.45 13640.0 13715.0 CF
11 CF607 20250922 13735.0 13760.0 ... 2381.47 13645.0 13740.0 CF
12 CF609 20250922 13900.0 13920.0 ... 746.54 13825.0 13900.0 CF
13 CJ512 20250922 10680.0 10815.0 ... 6882.28 10695.0 10650.0 CJ
14 CJ601 20250922 10680.0 10835.0 ... 696790.67 10710.0 10680.0 CJ
15 CJ603 20250922 10620.0 10790.0 ... 17190.45 10665.0 10655.0 CJ
16 CJ605 20250922 10710.0 10825.0 ... 149851.15 10680.0 10725.0 CJ
17 CJ607 20250922 10795.0 10935.0 ... 5888.40 10785.0 10850.0 CJ
18 CJ609 20250922 10865.0 11020.0 ... 998.03 10905.0 10950.0 CJ
19 CY510 20250922 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250922 19765.0 19815.0 ... 120128.69 19665.0 19775.0 CY
21 CY512 20250922 0.0 0.0 ... 0.00 19590.0 19690.0 CY
22 CY601 20250922 19765.0 19825.0 ... 1182.01 19700.0 19800.0 CY
23 CY602 20250922 0.0 0.0 ... 0.00 19790.0 19810.0 CY
24 CY603 20250922 19705.0 19705.0 ... 9.85 19705.0 20160.0 CY
25 CY604 20250922 0.0 0.0 ... 0.00 19790.0 19945.0 CY
26 CY605 20250922 0.0 0.0 ... 0.00 19910.0 19990.0 CY
27 CY606 20250922 0.0 0.0 ... 0.00 19845.0 19975.0 CY
28 CY607 20250922 0.0 0.0 ... 0.00 20150.0 20290.0 CY
29 CY608 20250922 0.0 0.0 ... 0.00 19810.0 19935.0 CY
30 CY609 20250922 19945.0 20120.0 ... 60.10 20035.0 20240.0 CY
31 FG510 20250922 1101.0 1106.0 ... 6999.80 1089.0 1093.0 FG
32 FG511 20250922 1102.0 1107.0 ... 226888.15 1087.0 1095.0 FG
33 FG512 20250922 1216.0 1230.0 ... 123497.19 1211.0 1214.0 FG
34 FG601 20250922 1220.0 1230.0 ... 4208149.81 1212.0 1212.0 FG
35 FG602 20250922 1276.0 1285.0 ... 73961.48 1263.0 1268.0 FG
36 FG603 20250922 1285.0 1290.0 ... 1857.36 1274.0 1268.0 FG
37 FG604 20250922 1346.0 1351.0 ... 695.16 1332.0 1329.0 FG
38 FG605 20250922 1350.0 1355.0 ... 151749.60 1339.0 1337.0 FG
39 FG606 20250922 1376.0 1383.0 ... 614.91 1366.0 1365.0 FG
40 FG607 20250922 1375.0 1382.0 ... 2511.37 1366.0 1363.0 FG
41 FG608 20250922 1408.0 1415.0 ... 1299.50 1400.0 1395.0 FG
42 FG609 20250922 1405.0 1417.0 ... 5698.48 1405.0 1397.0 FG
43 JR511 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250922 2270.0 2274.0 ... 2445.91 2263.0 2264.0 MA
52 MA511 20250922 2296.0 2303.0 ... 166979.42 2291.0 2289.0 MA
53 MA512 20250922 2339.0 2341.0 ... 146417.13 2330.0 2333.0 MA
54 MA601 20250922 2364.0 2366.0 ... 1077703.27 2353.0 2356.0 MA
55 MA602 20250922 2380.0 2386.0 ... 30610.13 2374.0 2373.0 MA
56 MA603 20250922 2396.0 2405.0 ... 812.80 2398.0 2398.0 MA
57 MA604 20250922 2391.0 2400.0 ... 16.75 2393.0 2393.0 MA
58 MA605 20250922 2382.0 2390.0 ... 71305.63 2379.0 2382.0 MA
59 MA606 20250922 2392.0 2392.0 ... 14.31 2386.0 2385.0 MA
60 MA607 20250922 2368.0 2377.0 ... 68.64 2367.0 2373.0 MA
61 MA608 20250922 2355.0 2366.0 ... 61.36 2360.0 2368.0 MA
62 MA609 20250922 2351.0 2351.0 ... 2101.01 2337.0 2353.0 MA
63 OI511 20250922 10252.0 10327.0 ... 539379.81 10272.0 10221.0 OI
64 OI601 20250922 10079.0 10161.0 ... 2782367.67 10102.0 10046.0 OI
65 OI603 20250922 9814.0 9890.0 ... 4088.33 9851.0 9788.0 OI
66 OI605 20250922 9561.0 9647.0 ... 111614.49 9607.0 9558.0 OI
67 OI607 20250922 9552.0 9589.0 ... 1253.45 9568.0 9505.0 OI
68 OI609 20250922 9518.0 9546.0 ... 1058.11 9532.0 9482.0 OI
69 PF510 20250922 6306.0 6318.0 ... 6396.85 6296.0 6322.0 PF
70 PF511 20250922 6288.0 6306.0 ... 628345.90 6278.0 6320.0 PF
71 PF512 20250922 6266.0 6276.0 ... 347956.60 6244.0 6304.0 PF
72 PF601 20250922 6300.0 6322.0 ... 37718.83 6298.0 6340.0 PF
73 PF602 20250922 6310.0 6328.0 ... 64821.82 6300.0 6358.0 PF
74 PF603 20250922 6318.0 6330.0 ... 75.75 6314.0 6346.0 PF
75 PF604 20250922 6372.0 6372.0 ... 12.73 6366.0 6406.0 PF
76 PF605 20250922 6396.0 6396.0 ... 60.58 6378.0 6416.0 PF
77 PF606 20250922 6378.0 6378.0 ... 25.50 6376.0 6418.0 PF
78 PF607 20250922 6412.0 6412.0 ... 3.21 6412.0 6442.0 PF
79 PF608 20250922 0.0 0.0 ... 0.00 6420.0 6450.0 PF
80 PF609 20250922 6424.0 6452.0 ... 9.64 6428.0 6480.0 PF
81 PK510 20250922 7848.0 7856.0 ... 3608.19 7818.0 7868.0 PK
82 PK511 20250922 7834.0 7858.0 ... 322471.80 7820.0 7876.0 PK
83 PK512 20250922 7844.0 7862.0 ... 138594.65 7828.0 7872.0 PK
84 PK601 20250922 7858.0 7862.0 ... 37393.92 7832.0 7872.0 PK
85 PK603 20250922 7860.0 7872.0 ... 129.55 7852.0 7882.0 PK
86 PK604 20250922 7852.0 7864.0 ... 43.17 7850.0 7884.0 PK
87 PK605 20250922 7888.0 7890.0 ... 4625.97 7862.0 7890.0 PK
88 PL601 20250922 6384.0 6405.0 ... 69680.17 6373.0 6411.0 PL
89 PL602 20250922 6436.0 6438.0 ... 1102.88 6412.0 6454.0 PL
90 PL603 20250922 6421.0 6421.0 ... 25.68 6421.0 6445.0 PL
91 PL604 20250922 6415.0 6415.0 ... 25.63 6407.0 6463.0 PL
92 PL605 20250922 6350.0 6373.0 ... 101.51 6345.0 6385.0 PL
93 PL606 20250922 6384.0 6384.0 ... 12.77 6384.0 6424.0 PL
94 PL607 20250922 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250922 5810.0 5810.0 ... 2621.53 5788.0 5812.0 PR
104 PR511 20250922 5762.0 5778.0 ... 301092.80 5756.0 5794.0 PR
105 PR512 20250922 5768.0 5784.0 ... 334515.65 5760.0 5806.0 PR
106 PR601 20250922 5774.0 5782.0 ... 281542.36 5760.0 5802.0 PR
107 PR602 20250922 5796.0 5806.0 ... 3078.01 5780.0 5838.0 PR
108 PR603 20250922 5810.0 5818.0 ... 139.45 5810.0 5834.0 PR
109 PR604 20250922 5818.0 5828.0 ... 43.65 5820.0 5832.0 PR
110 PR605 20250922 5826.0 5828.0 ... 17.48 5828.0 5840.0 PR
111 PR606 20250922 0.0 0.0 ... 0.00 5904.0 5904.0 PR
112 PR607 20250922 0.0 0.0 ... 0.00 5912.0 5912.0 PR
113 PR608 20250922 0.0 0.0 ... 0.00 5914.0 5914.0 PR
114 PR609 20250922 0.0 0.0 ... 0.00 5888.0 5910.0 PR
115 PX510 20250922 6644.0 6678.0 ... 916.44 6666.0 6690.0 PX
116 PX511 20250922 6602.0 6654.0 ... 643956.64 6602.0 6640.0 PX
117 PX512 20250922 6598.0 6642.0 ... 277519.72 6594.0 6644.0 PX
118 PX601 20250922 6608.0 6628.0 ... 115700.73 6588.0 6634.0 PX
119 PX602 20250922 6608.0 6630.0 ... 9627.42 6590.0 6644.0 PX
120 PX603 20250922 0.0 0.0 ... 0.00 6584.0 6614.0 PX
121 PX604 20250922 6600.0 6600.0 ... 9.90 6600.0 6586.0 PX
122 PX605 20250922 6594.0 6624.0 ... 1867.18 6586.0 6628.0 PX
123 PX606 20250922 6620.0 6620.0 ... 3.31 6620.0 6606.0 PX
124 PX607 20250922 6588.0 6588.0 ... 9.88 6586.0 6614.0 PX
125 PX608 20250922 6602.0 6602.0 ... 6.60 6602.0 6622.0 PX
126 PX609 20250922 6644.0 6644.0 ... 6.63 6634.0 6652.0 PX
127 RI511 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250922 2541.0 2568.0 ... 18961.48 2553.0 2527.0 RM
134 RM601 20250922 2519.0 2552.0 ... 860518.75 2533.0 2498.0 RM
135 RM603 20250922 2414.0 2437.0 ... 20569.69 2423.0 2402.0 RM
136 RM605 20250922 2383.0 2397.0 ... 165640.91 2384.0 2374.0 RM
137 RM607 20250922 2375.0 2385.0 ... 7696.50 2373.0 2362.0 RM
138 RM608 20250922 2471.0 2480.0 ... 872.04 2470.0 2458.0 RM
139 RM609 20250922 2454.0 2469.0 ... 6114.84 2458.0 2447.0 RM
140 RS511 20250922 5329.0 5376.0 ... 58.80 5346.0 5329.0 RS
141 RS607 20250922 5595.0 5595.0 ... 155.95 5570.0 5568.0 RS
142 RS608 20250922 5595.0 5624.0 ... 150.64 5579.0 5570.0 RS
143 RS609 20250922 0.0 0.0 ... 0.00 5588.0 5588.0 RS
144 SA510 20250922 1235.0 1236.0 ... 11478.60 1219.0 1223.0 SA
145 SA511 20250922 1241.0 1247.0 ... 576015.20 1233.0 1233.0 SA
146 SA512 20250922 1308.0 1314.0 ... 250273.00 1298.0 1301.0 SA
147 SA601 20250922 1320.0 1326.0 ... 3524980.07 1307.0 1312.0 SA
148 SA602 20250922 1352.0 1357.0 ... 308874.09 1344.0 1344.0 SA
149 SA603 20250922 1357.0 1363.0 ... 3483.28 1345.0 1350.0 SA
150 SA604 20250922 1410.0 1410.0 ... 504.79 1387.0 1396.0 SA
151 SA605 20250922 1408.0 1416.0 ... 104701.84 1397.0 1403.0 SA
152 SA606 20250922 1421.0 1427.0 ... 966.83 1409.0 1415.0 SA
153 SA607 20250922 1423.0 1428.0 ... 3353.40 1411.0 1417.0 SA
154 SA608 20250922 1450.0 1456.0 ... 1683.28 1441.0 1440.0 SA
155 SA609 20250922 1454.0 1463.0 ... 6773.61 1447.0 1449.0 SA
156 SF510 20250922 5606.0 5606.0 ... 5220.47 5510.0 5594.0 SF
157 SF511 20250922 5760.0 5790.0 ... 802136.67 5692.0 5764.0 SF
158 SF512 20250922 5748.0 5784.0 ... 300500.11 5708.0 5746.0 SF
159 SF601 20250922 5760.0 5784.0 ... 236333.21 5672.0 5752.0 SF
160 SF602 20250922 5742.0 5754.0 ... 45401.13 5632.0 5710.0 SF
161 SF603 20250922 5900.0 5900.0 ... 104.57 5810.0 5870.0 SF
162 SF604 20250922 5888.0 5888.0 ... 20.57 5876.0 5876.0 SF
163 SF605 20250922 5868.0 5888.0 ... 4857.15 5794.0 5854.0 SF
164 SF606 20250922 5836.0 5840.0 ... 146.06 5728.0 5820.0 SF
165 SF607 20250922 6000.0 6000.0 ... 79.91 5920.0 5970.0 SF
166 SF608 20250922 5974.0 5974.0 ... 38.38 5906.0 5952.0 SF
167 SF609 20250922 5974.0 5974.0 ... 97.18 5890.0 5954.0 SF
168 SH510 20250922 2542.0 2543.0 ... 15410.73 2517.0 2523.0 SH
169 SH511 20250922 2580.0 2587.0 ... 567814.28 2553.0 2562.0 SH
170 SH512 20250922 2640.0 2649.0 ... 333560.83 2615.0 2618.0 SH
171 SH601 20250922 2645.0 2649.0 ... 2719570.17 2622.0 2623.0 SH
172 SH602 20250922 2670.0 2670.0 ... 56052.40 2640.0 2636.0 SH
173 SH603 20250922 2635.0 2684.0 ... 934.46 2662.0 2655.0 SH
174 SH604 20250922 2715.0 2715.0 ... 89.00 2697.0 2705.0 SH
175 SH605 20250922 2719.0 2731.0 ... 14781.20 2707.0 2706.0 SH
176 SH606 20250922 2739.0 2739.0 ... 89.65 2717.0 2727.0 SH
177 SH607 20250922 2730.0 2730.0 ... 16.30 2716.0 2729.0 SH
178 SH608 20250922 2729.0 2729.0 ... 57.02 2715.0 2730.0 SH
179 SH609 20250922 2740.0 2740.0 ... 163.34 2722.0 2727.0 SH
180 SM510 20250922 5920.0 5920.0 ... 12471.33 5798.0 5880.0 SM
181 SM511 20250922 5964.0 5972.0 ... 508950.22 5896.0 5950.0 SM
182 SM512 20250922 5982.0 5986.0 ... 103550.67 5906.0 5966.0 SM
183 SM601 20250922 5988.0 6002.0 ... 988130.11 5884.0 5980.0 SM
184 SM602 20250922 5966.0 6002.0 ... 334645.76 5936.0 5978.0 SM
185 SM603 20250922 5986.0 5996.0 ... 265.23 5894.0 5996.0 SM
186 SM604 20250922 6002.0 6002.0 ... 11.98 5992.0 5978.0 SM
187 SM605 20250922 6014.0 6042.0 ... 20961.67 5920.0 6014.0 SM
188 SM606 20250922 5964.0 5964.0 ... 23.62 5906.0 6010.0 SM
189 SM607 20250922 6038.0 6044.0 ... 32.91 5984.0 6030.0 SM
190 SM608 20250922 0.0 0.0 ... 0.00 5966.0 6048.0 SM
191 SM609 20250922 6050.0 6064.0 ... 888.25 5962.0 6048.0 SM
192 SR511 20250922 5500.0 5520.0 ... 120511.31 5497.0 5483.0 SR
193 SR601 20250922 5473.0 5478.0 ... 1012332.82 5461.0 5460.0 SR
194 SR603 20250922 5456.0 5466.0 ... 2228.85 5450.0 5452.0 SR
195 SR605 20250922 5454.0 5458.0 ... 83998.60 5442.0 5443.0 SR
196 SR607 20250922 5460.0 5464.0 ... 3106.98 5451.0 5451.0 SR
197 SR609 20250922 5471.0 5476.0 ... 2923.71 5465.0 5465.0 SR
198 TA510 20250922 4562.0 4580.0 ... 22964.55 4562.0 4602.0 TA
199 TA511 20250922 4590.0 4598.0 ... 296397.64 4576.0 4620.0 TA
200 TA512 20250922 4600.0 4608.0 ... 136797.14 4588.0 4630.0 TA
201 TA601 20250922 4608.0 4616.0 ... 1503295.87 4596.0 4638.0 TA
202 TA602 20250922 4622.0 4628.0 ... 22757.20 4606.0 4648.0 TA
203 TA603 20250922 4634.0 4638.0 ... 101.83 4630.0 4660.0 TA
204 TA604 20250922 4616.0 4618.0 ... 18.47 4618.0 4644.0 TA
205 TA605 20250922 4654.0 4660.0 ... 49514.35 4636.0 4672.0 TA
206 TA606 20250922 0.0 0.0 ... 0.00 4640.0 4702.0 TA
207 TA607 20250922 4672.0 4672.0 ... 13.97 4658.0 4708.0 TA
208 TA608 20250922 0.0 0.0 ... 0.00 4676.0 4688.0 TA
209 TA609 20250922 4680.0 4692.0 ... 119.10 4672.0 4704.0 TA
210 UR510 20250922 1552.0 1569.0 ... 3330.43 1561.0 1574.0 UR
211 UR511 20250922 1625.0 1644.0 ... 55147.72 1635.0 1647.0 UR
212 UR512 20250922 1644.0 1656.0 ... 16277.36 1648.0 1657.0 UR
213 UR601 20250922 1655.0 1666.0 ... 377420.58 1658.0 1666.0 UR
214 UR602 20250922 1665.0 1673.0 ... 788.89 1664.0 1672.0 UR
215 UR603 20250922 1717.0 1717.0 ... 68.44 1711.0 1717.0 UR
216 UR604 20250922 1712.0 1712.0 ... 3.42 1712.0 1724.0 UR
217 UR605 20250922 1717.0 1725.0 ... 24739.82 1716.0 1724.0 UR
218 UR606 20250922 1720.0 1725.0 ... 195.74 1717.0 1724.0 UR
219 UR607 20250922 1754.0 1760.0 ... 80.63 1753.0 1758.0 UR
220 UR608 20250922 1747.0 1749.0 ... 76.89 1747.0 1753.0 UR
221 UR609 20250922 1746.0 1747.0 ... 132.24 1740.0 1747.0 UR
222 WH511 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-22 18:26:51,275 - future_1d - INFO - ak.get_czce_daily('2025-09-22') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250922 ... 80130 79840 CU
1 1 CU2511 20250922 ... 80120 79820 CU
2 2 CU2512 20250922 ... 80120 79810 CU
3 3 CU2601 20250922 ... 80110 79810 CU
4 4 CU2602 20250922 ... 80100 79800 CU
5 5 CU2603 20250922 ... 80130 79830 CU
6 6 CU2604 20250922 ... 80170 79860 CU
7 7 CU2605 20250922 ... 80280 79910 CU
8 8 CU2606 20250922 ... 80260 79850 CU
9 9 CU2607 20250922 ... 80290 79840 CU
10 10 CU2608 20250922 ... 80210 79800 CU
11 11 CU2609 20250922 ... 80220 79780 CU
12 12 BC2510 20250922 ... 71050 70760 BC
13 13 BC2511 20250922 ... 71120 70890 BC
14 14 BC2512 20250922 ... 71490 71670 BC
15 15 BC2601 20250922 ... 71300 71000 BC
16 16 BC2602 20250922 ... 71100 71100 BC
17 17 BC2603 20250922 ... 71210 71200 BC
18 18 BC2604 20250922 ... 71300 71300 BC
19 19 BC2605 20250922 ... 71300 71300 BC
20 20 BC2606 20250922 ... 71400 71400 BC
21 21 BC2607 20250922 ... 71400 71400 BC
22 22 BC2608 20250922 ... 71400 71400 BC
23 23 BC2609 20250922 ... 71550 71550 BC
24 24 AL2510 20250922 ... 20760 20805 AL
25 25 AL2511 20250922 ... 20770 20820 AL
26 26 AL2512 20250922 ... 20765 20820 AL
27 27 AL2601 20250922 ... 20760 20815 AL
28 28 AL2602 20250922 ... 20765 20815 AL
29 29 AL2603 20250922 ... 20785 20840 AL
30 30 AL2604 20250922 ... 20840 20855 AL
31 31 AL2605 20250922 ... 20820 20865 AL
32 32 AL2606 20250922 ... 20820 20850 AL
33 33 AL2607 20250922 ... 20840 20865 AL
34 34 AL2608 20250922 ... 20830 20885 AL
35 35 AL2609 20250922 ... 20830 20850 AL
36 36 ZN2510 20250922 ... 21995 22065 ZN
37 37 ZN2511 20250922 ... 21995 22060 ZN
38 38 ZN2512 20250922 ... 22015 22080 ZN
39 39 ZN2601 20250922 ... 22035 22100 ZN
40 40 ZN2602 20250922 ... 22055 22125 ZN
41 41 ZN2603 20250922 ... 22070 22160 ZN
42 42 ZN2604 20250922 ... 22095 22200 ZN
43 43 ZN2605 20250922 ... 22145 22230 ZN
44 44 ZN2606 20250922 ... 22185 22240 ZN
45 45 ZN2607 20250922 ... 22205 22260 ZN
46 46 ZN2608 20250922 ... 22240 22290 ZN
47 47 ZN2609 20250922 ... 22305 22305 ZN
48 48 PB2510 20250922 ... 17120 17140 PB
49 49 PB2511 20250922 ... 17160 17170 PB
50 50 PB2512 20250922 ... 17170 17175 PB
51 51 PB2601 20250922 ... 17160 17170 PB
52 52 PB2602 20250922 ... 17175 17175 PB
53 53 PB2603 20250922 ... 17185 17190 PB
54 54 PB2604 20250922 ... 17185 17235 PB
55 55 PB2605 20250922 ... 17185 17210 PB
56 56 PB2606 20250922 ... 17195 17145 PB
57 57 PB2607 20250922 ... 17215 17225 PB
58 58 PB2608 20250922 ... 17220 17245 PB
59 59 PB2609 20250922 ... 17210 17210 PB
60 60 NI2510 20250922 ... 121440 121320 NI
61 61 NI2511 20250922 ... 121630 121520 NI
62 62 NI2512 20250922 ... 121810 121810 NI
63 63 NI2601 20250922 ... 122020 121930 NI
64 64 NI2602 20250922 ... 122170 122110 NI
65 65 NI2603 20250922 ... 122400 122540 NI
66 66 NI2604 20250922 ... 122780 122710 NI
67 67 NI2605 20250922 ... 122960 122950 NI
68 68 NI2606 20250922 ... 123530 123120 NI
69 69 NI2607 20250922 ... 123500 123440 NI
70 70 NI2608 20250922 ... 123810 123490 NI
71 71 NI2609 20250922 ... 123880 123530 NI
72 72 SN2510 20250922 ... 271360 268470 SN
73 73 SN2511 20250922 ... 271840 268840 SN
74 74 SN2512 20250922 ... 272050 269060 SN
75 75 SN2601 20250922 ... 272270 269200 SN
76 76 SN2602 20250922 ... 271620 269420 SN
77 77 SN2603 20250922 ... 271420 269440 SN
78 78 SN2604 20250922 ... 271610 270080 SN
79 79 SN2605 20250922 ... 272210 269840 SN
80 80 SN2606 20250922 ... 272850 269920 SN
81 81 SN2607 20250922 ... 272590 270550 SN
82 82 SN2608 20250922 ... 271030 270360 SN
83 83 SN2609 20250922 ... 274160 271330 SN
84 84 AO2510 20250922 ... 2915 2915 AO
85 85 AO2511 20250922 ... 2914 2919 AO
86 86 AO2512 20250922 ... 2924 2927 AO
87 87 AO2601 20250922 ... 2934 2936 AO
88 88 AO2602 20250922 ... 2938 2947 AO
89 89 AO2603 20250922 ... 3008 3016 AO
90 90 AO2604 20250922 ... 3016 3023 AO
91 91 AO2605 20250922 ... 3026 3029 AO
92 92 AO2606 20250922 ... 3031 3032 AO
93 93 AO2607 20250922 ... 3040 3038 AO
94 94 AO2608 20250922 ... 3044 3048 AO
95 95 AO2609 20250922 ... 3076 3062 AO
96 96 AD2511 20250922 ... 20315 20320 AD
97 97 AD2512 20250922 ... 20340 20350 AD
98 98 AD2601 20250922 ... 20355 20380 AD
99 99 AD2602 20250922 ... 20355 20355 AD
100 100 AD2603 20250922 ... 20415 20415 AD
101 101 AD2604 20250922 ... 20345 20345 AD
102 102 AD2605 20250922 ... 20340 20355 AD
103 103 AD2606 20250922 ... 20305 20305 AD
104 104 AD2607 20250922 ... 20510 20510 AD
105 105 AD2608 20250922 ... 20515 20515 AD
106 106 AD2609 20250922 ... 20515 20515 AD
107 107 AU2510 20250922 ... 835.38 826.86 AU
108 108 AU2511 20250922 ... 839.18 828.7 AU
109 109 AU2512 20250922 ... 838.74 829.78 AU
110 110 AU2602 20250922 ... 841.9 832.14 AU
111 111 AU2604 20250922 ... 844.64 834.24 AU
112 112 AU2606 20250922 ... 845.2 836.56 AU
113 113 AU2608 20250922 ... 848.34 839.52 AU
114 114 AU2610 20250922 ... 850.26 842.9 AU
115 115 AG2510 20250922 ... 10136 9903 AG
116 116 AG2511 20250922 ... 10147 9928 AG
117 117 AG2512 20250922 ... 10168 9938 AG
118 118 AG2601 20250922 ... 10181 9951 AG
119 119 AG2602 20250922 ... 10181 9960 AG
120 120 AG2603 20250922 ... 10236 9983 AG
121 121 AG2604 20250922 ... 10233 9989 AG
122 122 AG2605 20250922 ... 10242 10006 AG
123 123 AG2606 20250922 ... 10262 10021 AG
124 124 AG2607 20250922 ... 10281 10032 AG
125 125 AG2608 20250922 ... 10291 10046 AG
126 126 AG2609 20250922 ... 10322 10059 AG
127 127 RB2510 20250922 ... 3093 3069 RB
128 128 RB2511 20250922 ... 3109 3083 RB
129 129 RB2512 20250922 ... 3161 3139 RB
130 130 RB2601 20250922 ... 3187 3158 RB
131 131 RB2602 20250922 ... 3188 3162 RB
132 132 RB2603 20250922 ... 3210 3184 RB
133 133 RB2604 20250922 ... 3222 3198 RB
134 134 RB2605 20250922 ... 3245 3218 RB
135 135 RB2606 20250922 ... 3257 3230 RB
136 136 RB2607 20250922 ... 3272 3241 RB
137 137 RB2608 20250922 ... 3266 3239 RB
138 138 RB2609 20250922 ... 3274 3253 RB
139 139 WR2510 20250922 ... 3289 3283 WR
140 140 WR2511 20250922 ... 3302 3302 WR
141 141 WR2512 20250922 ... 3324 3324 WR
142 142 WR2601 20250922 ... 3349 3349 WR
143 143 WR2602 20250922 ... 3358 3358 WR
144 144 WR2603 20250922 ... 3399 3399 WR
145 145 WR2604 20250922 ... 3389 3389 WR
146 146 WR2605 20250922 ... 3414 3414 WR
147 147 WR2606 20250922 ... 3372 3372 WR
148 148 WR2607 20250922 ... 3390 3390 WR
149 149 WR2608 20250922 ... 3399 3399 WR
150 150 WR2609 20250922 ... 3466 3466 WR
151 151 HC2510 20250922 ... 3424 3400 HC
152 152 HC2511 20250922 ... 3408 3382 HC
153 153 HC2512 20250922 ... 3392 3370 HC
154 154 HC2601 20250922 ... 3385 3362 HC
155 155 HC2602 20250922 ... 3383 3360 HC
156 156 HC2603 20250922 ... 3385 3365 HC
157 157 HC2604 20250922 ... 3388 3371 HC
158 158 HC2605 20250922 ... 3393 3372 HC
159 159 HC2606 20250922 ... 3399 3377 HC
160 160 HC2607 20250922 ... 3405 3384 HC
161 161 HC2608 20250922 ... 3392 3381 HC
162 162 HC2609 20250922 ... 3396 3401 HC
163 163 SS2510 20250922 ... 12795 12755 SS
164 164 SS2511 20250922 ... 12910 12870 SS
165 165 SS2512 20250922 ... 12945 12910 SS
166 166 SS2601 20250922 ... 13015 12970 SS
167 167 SS2602 20250922 ... 13075 13025 SS
168 168 SS2603 20250922 ... 13140 13105 SS
169 169 SS2604 20250922 ... 13195 13155 SS
170 170 SS2605 20250922 ... 13265 13225 SS
171 171 SS2606 20250922 ... 13310 13315 SS
172 172 SS2607 20250922 ... 13360 13350 SS
173 173 SS2608 20250922 ... 13395 13400 SS
174 174 SS2609 20250922 ... 13475 13475 SS
175 175 SC2510 20250922 ... 485.5 492.1 SC
176 176 SC2511 20250922 ... 484.2 491.2 SC
177 177 SC2512 20250922 ... 483.6 489.8 SC
178 178 SC2601 20250922 ... 482.9 488.5 SC
179 179 SC2602 20250922 ... 481.8 486.6 SC
180 180 SC2603 20250922 ... 481.1 486 SC
181 181 SC2604 20250922 ... 481.3 486 SC
182 182 SC2605 20250922 ... 480.9 485.4 SC
183 183 SC2606 20250922 ... 480.2 485.8 SC
184 184 SC2607 20250922 ... 480.4 484.6 SC
185 185 SC2608 20250922 ... 478 483 SC
186 186 SC2609 20250922 ... 477.7 480.8 SC
187 187 SC2612 20250922 ... 473.9 477.1 SC
188 188 SC2703 20250922 ... 475.1 475.1 SC
189 189 SC2706 20250922 ... 469.2 469.2 SC
190 190 SC2709 20250922 ... 473.2 473.2 SC
191 191 SC2712 20250922 ... 466.3 472.9 SC
192 192 SC2803 20250922 ... 470 471 SC
193 193 SC2806 20250922 ... 462.8 467.5 SC
194 194 SC2809 20250922 ... 465.7 465.7 SC
195 195 LU2510 20250922 ... 3351 3372 LU
196 196 LU2511 20250922 ... 3373 3405 LU
197 197 LU2512 20250922 ... 3354 3388 LU
198 198 LU2601 20250922 ... 3342 3382 LU
199 199 LU2602 20250922 ... 3334 3362 LU
200 200 LU2603 20250922 ... 3326 3362 LU
201 201 LU2604 20250922 ... 3323 3345 LU
202 202 LU2605 20250922 ... 3326 3346 LU
203 203 LU2606 20250922 ... 3319 3352 LU
204 204 LU2607 20250922 ... 3307 3350 LU
205 205 LU2608 20250922 ... 3306 3342 LU
206 206 LU2609 20250922 ... 3292 3329 LU
207 207 FU2510 20250922 ... 2803 2834 FU
208 208 FU2511 20250922 ... 2818 2850 FU
209 209 FU2512 20250922 ... 2796 2830 FU
210 210 FU2601 20250922 ... 2778 2818 FU
211 211 FU2602 20250922 ... 2761 2795 FU
212 212 FU2603 20250922 ... 2754 2788 FU
213 213 FU2604 20250922 ... 2749 2783 FU
214 214 FU2605 20250922 ... 2739 2772 FU
215 215 FU2606 20250922 ... 2732 2756 FU
216 216 FU2607 20250922 ... 2713 2737 FU
217 217 FU2608 20250922 ... 2708 2729 FU
218 218 FU2609 20250922 ... 2695 2711 FU
219 219 BU2510 20250922 ... 3421 3433 BU
220 220 BU2511 20250922 ... 3414 3425 BU
221 221 BU2512 20250922 ... 3364 3381 BU
222 222 BU2601 20250922 ... 3336 3361 BU
223 223 BU2602 20250922 ... 3340 3363 BU
224 224 BU2603 20250922 ... 3342 3364 BU
225 225 BU2604 20250922 ... 3346 3364 BU
226 226 BU2605 20250922 ... 3346 3347 BU
227 227 BU2606 20250922 ... 3337 3356 BU
228 228 BU2607 20250922 ... 3330 3348 BU
229 229 BU2608 20250922 ... 3337 3369 BU
230 230 BU2609 20250922 ... 3332 3349 BU
231 231 BU2612 20250922 ... 3297 3314 BU
232 232 BU2703 20250922 ... 3312 3312 BU
233 233 BU2706 20250922 ... 3308 3318 BU
234 234 BU2709 20250922 ... 3337 3342 BU
235 235 BR2510 20250922 ... 11565 11545 BR
236 236 BR2511 20250922 ... 11495 11470 BR
237 237 BR2512 20250922 ... 11475 11460 BR
238 238 BR2601 20250922 ... 11475 11470 BR
239 239 BR2602 20250922 ... 11485 11500 BR
240 240 BR2603 20250922 ... 11470 11475 BR
241 241 BR2604 20250922 ... 11535 11535 BR
242 242 BR2605 20250922 ... 11545 11525 BR
243 243 BR2606 20250922 ... 11630 11630 BR
244 244 BR2607 20250922 ... 11730 11715 BR
245 245 BR2608 20250922 ... 11715 11770 BR
246 246 BR2609 20250922 ... 11675 11645 BR
247 247 RU2510 20250922 ... 14745 14670 RU
248 248 RU2511 20250922 ... 14675 14645 RU
249 249 RU2601 20250922 ... 15560 15530 RU
250 250 RU2603 20250922 ... 15560 15525 RU
251 251 RU2604 20250922 ... 15550 15505 RU
252 252 RU2605 20250922 ... 15540 15515 RU
253 253 RU2606 20250922 ... 15580 15565 RU
254 254 RU2607 20250922 ... 15580 15585 RU
255 255 RU2608 20250922 ... 15735 15585 RU
256 256 RU2609 20250922 ... 15610 15570 RU
257 257 NR2510 20250922 ... 12340 12280 NR
258 258 NR2511 20250922 ... 12365 12290 NR
259 259 NR2512 20250922 ... 12385 12335 NR
260 260 NR2601 20250922 ... 12405 12370 NR
261 261 NR2602 20250922 ... 12420 12405 NR
262 262 NR2603 20250922 ... 12385 12375 NR
263 263 NR2604 20250922 ... 12440 12435 NR
264 264 NR2605 20250922 ... 12485 12470 NR
265 265 NR2606 20250922 ... 12495 12440 NR
266 266 NR2607 20250922 ... 12650 12650 NR
267 267 NR2608 20250922 ... 12685 12685 NR
268 268 NR2609 20250922 ... 12510 12510 NR
269 269 SP2510 20250922 ... 4980 4990 SP
270 270 SP2511 20250922 ... 5006 5020 SP
271 271 SP2512 20250922 ... 5024 5038 SP
272 272 SP2601 20250922 ... 5298 5320 SP
273 273 SP2602 20250922 ... 5286 5310 SP
274 274 SP2603 20250922 ... 5304 5324 SP
275 275 SP2604 20250922 ... 5320 5322 SP
276 276 SP2605 20250922 ... 5316 5338 SP
277 277 SP2606 20250922 ... 5320 5338 SP
278 278 SP2607 20250922 ... 5322 5346 SP
279 279 SP2608 20250922 ... 5330 5344 SP
280 280 SP2609 20250922 ... 5340 5354 SP
281 281 OP2601 20250922 ... 4238 4232 OP
282 282 OP2602 20250922 ... 4232 4232 OP
283 283 OP2603 20250922 ... 4258 4238 OP
284 284 OP2604 20250922 ... 4270 4260 OP
285 285 OP2605 20250922 ... 4286 4256 OP
286 286 OP2606 20250922 ... 4242 4242 OP
287 287 OP2607 20250922 ... 4258 4258 OP
288 288 OP2608 20250922 ... 4260 4244 OP
289 289 OP2609 20250922 ... 4342 4342 OP
290 290 EC2510 20250922 ... 1102 1072.3 EC
291 291 EC2512 20250922 ... 1669.2 1626.1 EC
292 292 EC2602 20250922 ... 1586.4 1552.7 EC
293 293 EC2604 20250922 ... 1274.4 1250.7 EC
294 294 EC2606 20250922 ... 1454.8 1438.3 EC
295 295 EC2608 20250922 ... 1606.8 1595 EC
296 296 SC_TAS2511 20250922 ... SC_TAS
297 297 SC_TAS2512 20250922 ... SC_TAS
298 298 SC_TAS2601 20250922 ... SC_TAS
[299 rows x 13 columns]
2025-09-22 18:26:51,384 - future_1d - INFO - ak.get_shfe_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 a2511 20250922 3908.00 ... 3911.00 3906.00 A
1 a2601 20250922 3902.00 ... 3908.00 3903.00 A
2 a2603 20250922 3903.00 ... 3912.00 3909.00 A
3 a2605 20250922 3947.00 ... 3949.00 3948.00 A
4 a2607 20250922 3953.00 ... 3954.00 3952.00 A
5 a2609 20250922 3960.00 ... 3961.00 3961.00 A
6 b2510 20250922 3678.00 ... 3686.00 3687.00 B
7 b2511 20250922 3694.00 ... 3716.00 3685.00 B
8 b2512 20250922 3726.00 ... 3746.00 3719.00 B
9 b2601 20250922 3723.00 ... 3733.00 3715.00 B
10 b2602 20250922 3723.00 ... 3727.00 3706.00 B
11 b2603 20250922 3671.00 ... 3683.00 3658.00 B
12 b2604 20250922 3569.00 ... 3573.00 3558.00 B
13 b2605 20250922 3497.00 ... 3496.00 3489.00 B
14 b2606 20250922 3475.00 ... 3475.00 3465.00 B
15 b2607 20250922 3471.00 ... 3475.00 3464.00 B
16 b2608 20250922 3563.00 ... 3566.00 3521.00 B
17 b2609 20250922 3582.00 ... 3583.00 3578.00 B
18 bb2511 20250922 142.05 ... 142.05 142.00 BB
19 bb2601 20250922 146.05 ... 146.50 146.65 BB
20 bb2603 20250922 147.05 ... 146.80 146.85 BB
21 bb2605 20250922 0.00 ... 141.45 141.45 BB
22 bb2607 20250922 0.00 ... 146.20 146.20 BB
23 bb2609 20250922 0.00 ... 146.20 146.20 BB
24 bz2603 20250922 5977.00 ... 5922.00 5979.00 BZ
25 bz2604 20250922 5949.00 ... 5904.00 5947.00 BZ
26 bz2605 20250922 5953.00 ... 5927.00 5975.00 BZ
27 bz2606 20250922 5936.00 ... 5936.00 5954.00 BZ
28 bz2607 20250922 5935.00 ... 5935.00 5980.00 BZ
29 bz2608 20250922 0.00 ... 5884.00 5949.00 BZ
30 c2511 20250922 2169.00 ... 2163.00 2171.00 C
31 c2601 20250922 2158.00 ... 2148.00 2161.00 C
32 c2603 20250922 2166.00 ... 2159.00 2171.00 C
33 c2605 20250922 2225.00 ... 2218.00 2228.00 C
34 c2607 20250922 2237.00 ... 2231.00 2239.00 C
35 c2609 20250922 2251.00 ... 2247.00 2234.00 C
36 cs2511 20250922 2463.00 ... 2453.00 2468.00 CS
37 cs2601 20250922 2480.00 ... 2467.00 2483.00 CS
38 cs2603 20250922 2483.00 ... 2473.00 2489.00 CS
39 cs2605 20250922 2562.00 ... 2554.00 2570.00 CS
40 cs2607 20250922 2574.00 ... 2562.00 2573.00 CS
41 cs2609 20250922 2597.00 ... 2591.00 2597.00 CS
42 eb2509 20250922 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250922 7000.00 ... 6947.00 7021.00 EB
44 eb2511 20250922 6992.00 ... 6952.00 7024.00 EB
45 eb2512 20250922 7013.00 ... 6970.00 7033.00 EB
46 eb2601 20250922 7050.00 ... 7012.00 7070.00 EB
47 eb2602 20250922 7095.00 ... 7058.00 7104.00 EB
48 eb2603 20250922 7127.00 ... 7095.00 7131.00 EB
49 eb2604 20250922 7149.00 ... 7110.00 7171.00 EB
50 eb2605 20250922 7174.00 ... 7145.00 7185.00 EB
51 eb2606 20250922 7182.00 ... 7173.00 7260.00 EB
52 eb2607 20250922 7137.00 ... 7137.00 7276.00 EB
53 eb2608 20250922 0.00 ... 7243.00 7246.00 EB
54 eg2509 20250922 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250922 4298.00 ... 4279.00 4282.00 EG
56 eg2511 20250922 4234.00 ... 4234.00 4247.00 EG
57 eg2512 20250922 4236.00 ... 4246.00 4240.00 EG
58 eg2601 20250922 4260.00 ... 4249.00 4259.00 EG
59 eg2602 20250922 4241.00 ... 4241.00 4265.00 EG
60 eg2603 20250922 4265.00 ... 4271.00 4266.00 EG
61 eg2604 20250922 4296.00 ... 4294.00 4314.00 EG
62 eg2605 20250922 4326.00 ... 4305.00 4314.00 EG
63 eg2606 20250922 4315.00 ... 4311.00 4311.00 EG
64 eg2607 20250922 4316.00 ... 4321.00 4321.00 EG
65 eg2608 20250922 0.00 ... 4378.00 4399.00 EG
66 fb2510 20250922 1258.50 ... 1259.00 1259.50 FB
67 fb2511 20250922 1255.50 ... 1254.00 1254.00 FB
68 fb2512 20250922 1253.50 ... 1254.50 1255.00 FB
69 fb2601 20250922 1254.50 ... 1255.50 1253.50 FB
70 fb2602 20250922 1256.00 ... 1255.50 1254.00 FB
71 fb2603 20250922 1249.00 ... 1247.50 1247.00 FB
72 fb2604 20250922 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250922 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250922 0.00 ... 1294.50 1298.00 FB
75 fb2607 20250922 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250922 1308.50 ... 1308.00 1270.00 FB
77 fb2609 20250922 0.00 ... 1296.00 1296.00 FB
78 i2510 20250922 827.00 ... 828.50 823.50 I
79 i2511 20250922 822.00 ... 824.50 819.00 I
80 i2512 20250922 817.00 ... 819.00 813.00 I
81 i2601 20250922 811.00 ... 812.50 805.50 I
82 i2602 20250922 806.00 ... 808.00 801.00 I
83 i2603 20250922 800.50 ... 802.00 795.50 I
84 i2604 20250922 796.00 ... 796.50 790.50 I
85 i2605 20250922 787.00 ... 790.00 784.00 I
86 i2606 20250922 783.00 ... 784.00 778.50 I
87 i2607 20250922 777.50 ... 779.50 773.50 I
88 i2608 20250922 772.50 ... 774.50 768.50 I
89 i2609 20250922 766.00 ... 768.50 762.50 I
90 j2510 20250922 1622.50 ... 1621.50 1624.00 J
91 j2511 20250922 1668.50 ... 1653.00 1657.50 J
92 j2512 20250922 1701.50 ... 1698.00 1700.00 J
93 j2601 20250922 1740.00 ... 1729.00 1725.50 J
94 j2602 20250922 1761.00 ... 1760.00 1754.00 J
95 j2603 20250922 1782.50 ... 1783.00 1763.50 J
96 j2604 20250922 0.00 ... 1814.00 1814.00 J
97 j2605 20250922 1875.00 ... 1868.50 1866.50 J
98 j2606 20250922 1899.00 ... 1899.50 1866.50 J
99 j2607 20250922 1910.00 ... 1902.50 1878.50 J
100 j2608 20250922 1931.00 ... 1931.50 1891.00 J
101 j2609 20250922 1954.00 ... 1948.00 1923.50 J
102 jd2509 20250922 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250922 3038.00 ... 3003.00 3038.00 JD
104 jd2511 20250922 3124.00 ... 3096.00 3122.00 JD
105 jd2512 20250922 3256.00 ... 3224.00 3259.00 JD
106 jd2601 20250922 3415.00 ... 3381.00 3423.00 JD
107 jd2602 20250922 3160.00 ... 3135.00 3160.00 JD
108 jd2603 20250922 3181.00 ... 3156.00 3183.00 JD
109 jd2604 20250922 3352.00 ... 3324.00 3349.00 JD
110 jd2605 20250922 3478.00 ... 3443.00 3466.00 JD
111 jd2606 20250922 3276.00 ... 3254.00 3274.00 JD
112 jd2607 20250922 3508.00 ... 3492.00 3504.00 JD
113 jd2608 20250922 3928.00 ... 3924.00 3927.00 JD
114 jm2510 20250922 1040.50 ... 1036.00 1029.50 JM
115 jm2511 20250922 1091.00 ... 1085.50 1078.00 JM
116 jm2512 20250922 1165.00 ... 1155.50 1148.50 JM
117 jm2601 20250922 1236.50 ... 1229.00 1216.00 JM
118 jm2602 20250922 1259.50 ... 1251.00 1244.50 JM
119 jm2603 20250922 1282.50 ... 1277.50 1271.00 JM
120 jm2604 20250922 1308.00 ... 1304.00 1293.50 JM
121 jm2605 20250922 1339.00 ... 1323.00 1312.50 JM
122 jm2606 20250922 1359.00 ... 1347.50 1328.50 JM
123 jm2607 20250922 1367.00 ... 1361.00 1341.50 JM
124 jm2608 20250922 1378.00 ... 1370.00 1357.00 JM
125 jm2609 20250922 1398.00 ... 1389.50 1380.50 JM
126 l2510 20250922 7104.00 ... 7074.00 7095.00 L
127 l2511 20250922 7105.00 ... 7107.00 7128.00 L
128 l2512 20250922 7155.00 ... 7133.00 7158.00 L
129 l2601 20250922 7169.00 ... 7153.00 7181.00 L
130 l2602 20250922 7165.00 ... 7155.00 7177.00 L
131 l2603 20250922 7191.00 ... 7167.00 7193.00 L
132 l2604 20250922 7218.00 ... 7216.00 7233.00 L
133 l2605 20250922 7231.00 ... 7204.00 7228.00 L
134 l2606 20250922 7224.00 ... 7195.00 7225.00 L
135 l2607 20250922 7241.00 ... 7206.00 7238.00 L
136 l2608 20250922 7240.00 ... 7223.00 7256.00 L
137 l2609 20250922 7266.00 ... 7237.00 7264.00 L
138 lg2509 20250922 780.00 ... 780.00 778.00 LG
139 lg2511 20250922 805.00 ... 808.00 804.00 LG
140 lg2601 20250922 818.00 ... 821.00 818.00 LG
141 lg2603 20250922 826.50 ... 826.50 824.50 LG
142 lg2605 20250922 829.00 ... 830.50 828.50 LG
143 lg2607 20250922 829.50 ... 832.50 828.50 LG
144 lh2509 20250922 12600.00 ... 12600.00 12985.00 LH
145 lh2511 20250922 12835.00 ... 12855.00 12835.00 LH
146 lh2601 20250922 13350.00 ... 13405.00 13340.00 LH
147 lh2603 20250922 12850.00 ... 12815.00 12850.00 LH
148 lh2605 20250922 13385.00 ... 13315.00 13380.00 LH
149 lh2607 20250922 14150.00 ... 13990.00 14135.00 LH
150 m2511 20250922 2981.00 ... 3003.00 2975.00 M
151 m2512 20250922 3032.00 ... 3048.00 3024.00 M
152 m2601 20250922 3014.00 ... 3030.00 3004.00 M
153 m2603 20250922 2959.00 ... 2968.00 2949.00 M
154 m2605 20250922 2787.00 ... 2784.00 2777.00 M
155 m2607 20250922 2774.00 ... 2776.00 2768.00 M
156 m2608 20250922 2893.00 ... 2887.00 2885.00 M
157 m2609 20250922 2897.00 ... 2893.00 2889.00 M
158 p2510 20250922 9214.00 ... 9244.00 9242.00 P
159 p2511 20250922 9264.00 ... 9278.00 9292.00 P
160 p2512 20250922 9294.00 ... 9292.00 9318.00 P
161 p2601 20250922 9322.00 ... 9326.00 9340.00 P
162 p2602 20250922 9300.00 ... 9276.00 9318.00 P
163 p2603 20250922 9280.00 ... 9276.00 9280.00 P
164 p2604 20250922 9200.00 ... 9216.00 9230.00 P
165 p2605 20250922 9126.00 ... 9120.00 9138.00 P
166 p2606 20250922 9008.00 ... 9002.00 9032.00 P
167 p2607 20250922 8894.00 ... 8894.00 8930.00 P
168 p2608 20250922 8842.00 ... 8834.00 8864.00 P
169 p2609 20250922 8786.00 ... 8768.00 8812.00 P
170 pg2509 20250922 3830.00 ... 3810.00 3801.00 PG
171 pg2510 20250922 4425.00 ... 4366.00 4439.00 PG
172 pg2511 20250922 4359.00 ... 4293.00 4368.00 PG
173 pg2512 20250922 4295.00 ... 4232.00 4307.00 PG
174 pg2601 20250922 4237.00 ... 4171.00 4241.00 PG
175 pg2602 20250922 4153.00 ... 4100.00 4176.00 PG
176 pg2603 20250922 4070.00 ... 4020.00 4090.00 PG
177 pg2604 20250922 4413.00 ... 4366.00 4418.00 PG
178 pg2605 20250922 4321.00 ... 4281.00 4341.00 PG
179 pg2606 20250922 4196.00 ... 4195.00 4283.00 PG
180 pg2607 20250922 4161.00 ... 4159.00 4247.00 PG
181 pg2608 20250922 4100.00 ... 4095.00 4204.00 PG
182 pp2510 20250922 6819.00 ... 6785.00 6816.00 PP
183 pp2511 20250922 6827.00 ... 6821.00 6846.00 PP
184 pp2512 20250922 6882.00 ... 6857.00 6883.00 PP
185 pp2601 20250922 6917.00 ... 6895.00 6917.00 PP
186 pp2602 20250922 6900.00 ... 6882.00 6900.00 PP
187 pp2603 20250922 6905.00 ... 6870.00 6899.00 PP
188 pp2604 20250922 6941.00 ... 6911.00 6927.00 PP
189 pp2605 20250922 6967.00 ... 6942.00 6959.00 PP
190 pp2606 20250922 6904.00 ... 6903.00 6921.00 PP
191 pp2607 20250922 6906.00 ... 6878.00 6890.00 PP
192 pp2608 20250922 6922.00 ... 6894.00 6900.00 PP
193 pp2609 20250922 6944.00 ... 6931.00 6926.00 PP
194 rr2510 20250922 3609.00 ... 3610.00 3608.00 RR
195 rr2511 20250922 3613.00 ... 3615.00 3614.00 RR
196 rr2512 20250922 3602.00 ... 3613.00 3605.00 RR
197 rr2601 20250922 3616.00 ... 3624.00 3620.00 RR
198 rr2602 20250922 3607.00 ... 3608.00 3603.00 RR
199 rr2603 20250922 3611.00 ... 3611.00 3608.00 RR
200 rr2604 20250922 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250922 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250922 0.00 ... 3600.00 3597.00 RR
203 rr2607 20250922 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250922 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250922 0.00 ... 3614.00 3614.00 RR
206 v2510 20250922 4841.00 ... 4837.00 4834.00 V
207 v2511 20250922 4870.00 ... 4867.00 4867.00 V
208 v2512 20250922 4926.00 ... 4903.00 4908.00 V
209 v2601 20250922 4955.00 ... 4955.00 4949.00 V
210 v2602 20250922 5017.00 ... 5001.00 4984.00 V
211 v2603 20250922 5040.00 ... 5035.00 5016.00 V
212 v2604 20250922 5241.00 ... 5246.00 5222.00 V
213 v2605 20250922 5259.00 ... 5259.00 5252.00 V
214 v2606 20250922 5305.00 ... 5286.00 5286.00 V
215 v2607 20250922 5338.00 ... 5318.00 5314.00 V
216 v2608 20250922 5383.00 ... 5347.00 5342.00 V
217 v2609 20250922 5391.00 ... 5385.00 5374.00 V
218 y2511 20250922 8334.00 ... 8376.00 8350.00 Y
219 y2512 20250922 8380.00 ... 8402.00 8390.00 Y
220 y2601 20250922 8320.00 ... 8348.00 8336.00 Y
221 y2603 20250922 8258.00 ... 8282.00 8276.00 Y
222 y2605 20250922 8048.00 ... 8066.00 8060.00 Y
223 y2607 20250922 8008.00 ... 8026.00 8014.00 Y
224 y2608 20250922 8000.00 ... 8036.00 8024.00 Y
225 y2609 20250922 7988.00 ... 8000.00 7992.00 Y
[226 rows x 12 columns]
2025-09-22 18:26:51,902 - future_1d - INFO - ak.get_dce_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 SC2510 20250922 490 ... 485.5 492.1 SC
1 SC2511 20250922 485.2 ... 484.2 491.2 SC
2 SC2512 20250922 485.9 ... 483.6 489.8 SC
3 SC2601 20250922 484.3 ... 482.9 488.5 SC
4 SC2602 20250922 482.6 ... 481.8 486.6 SC
5 SC2603 20250922 482 ... 481.1 486 SC
6 SC2604 20250922 481.2 ... 481.3 486 SC
7 SC2605 20250922 481.2 ... 480.9 485.4 SC
8 SC2606 20250922 481.7 ... 480.2 485.8 SC
9 SC2607 20250922 480 ... 480.4 484.6 SC
10 SC2608 20250922 478.5 ... 478 483 SC
11 SC2609 20250922 477.6 ... 477.7 480.8 SC
12 SC2612 20250922 473.9 ... 473.9 477.1 SC
13 SC2703 20250922 ... 475.1 475.1 SC
14 SC2706 20250922 ... 469.2 469.2 SC
15 SC2709 20250922 ... 473.2 473.2 SC
16 SC2712 20250922 466.3 ... 466.3 472.9 SC
17 SC2803 20250922 ... 470 471 SC
18 SC2806 20250922 462.7 ... 462.8 467.5 SC
19 SC2809 20250922 ... 465.7 465.7 SC
21 LU2510 20250922 3368 ... 3351 3372 LU
22 LU2511 20250922 3392 ... 3373 3405 LU
23 LU2512 20250922 3363 ... 3354 3388 LU
24 LU2601 20250922 3360 ... 3342 3382 LU
25 LU2602 20250922 3335 ... 3334 3362 LU
26 LU2603 20250922 3331 ... 3326 3362 LU
27 LU2604 20250922 3323 ... 3323 3345 LU
28 LU2605 20250922 3320 ... 3326 3346 LU
29 LU2606 20250922 3309 ... 3319 3352 LU
30 LU2607 20250922 3304 ... 3307 3350 LU
31 LU2608 20250922 3305 ... 3306 3342 LU
32 LU2609 20250922 3292 ... 3292 3329 LU
34 NR2510 20250922 12300 ... 12340 12280 NR
35 NR2511 20250922 12340 ... 12365 12290 NR
36 NR2512 20250922 12340 ... 12385 12335 NR
37 NR2601 20250922 12395 ... 12405 12370 NR
38 NR2602 20250922 12425 ... 12420 12405 NR
39 NR2603 20250922 12405 ... 12385 12375 NR
40 NR2604 20250922 12465 ... 12440 12435 NR
41 NR2605 20250922 12485 ... 12485 12470 NR
42 NR2606 20250922 12510 ... 12495 12440 NR
43 NR2607 20250922 ... 12650 12650 NR
44 NR2608 20250922 ... 12685 12685 NR
45 NR2609 20250922 ... 12510 12510 NR
47 BC2510 20250922 70780 ... 71050 70760 BC
48 BC2511 20250922 70970 ... 71120 70890 BC
49 BC2512 20250922 ... 71490 71670 BC
50 BC2601 20250922 71300 ... 71300 71000 BC
51 BC2602 20250922 ... 71100 71100 BC
52 BC2603 20250922 ... 71210 71200 BC
53 BC2604 20250922 ... 71300 71300 BC
54 BC2605 20250922 ... 71300 71300 BC
55 BC2606 20250922 ... 71400 71400 BC
56 BC2607 20250922 ... 71400 71400 BC
57 BC2608 20250922 ... 71400 71400 BC
58 BC2609 20250922 ... 71550 71550 BC
60 EC2510 20250922 1067 ... 1102 1072.3 EC
61 EC2512 20250922 1651.1 ... 1669.2 1626.1 EC
62 EC2602 20250922 1601.7 ... 1586.4 1552.7 EC
63 EC2604 20250922 1265 ... 1274.4 1250.7 EC
64 EC2606 20250922 1449.5 ... 1454.8 1438.3 EC
65 EC2608 20250922 1599 ... 1606.8 1595 EC
68 SC_TAS2511 20250922 ... SC_TAS
69 SC_TAS2512 20250922 ... SC_TAS
70 SC_TAS2601 20250922 ... SC_TAS
[65 rows x 12 columns]
2025-09-22 18:26:51,973 - future_1d - INFO - ak.get_ine_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 IC2510 20250922 7111.000 ... 7124.600 7117.800 IC
1 IC2511 20250922 7088.800 ... 7056.600 7117.800 IC
2 IC2512 20250922 7007.000 ... 6995.000 6999.000 IC
3 IC2603 20250922 6840.000 ... 6825.000 6831.000 IC
4 IF2510 20250922 4492.200 ... 4497.400 4495.000 IF
5 IF2511 20250922 4492.800 ... 4481.800 4495.000 IF
6 IF2512 20250922 4475.000 ... 4472.400 4470.400 IF
7 IF2603 20250922 4447.600 ... 4448.800 4446.600 IF
8 IH2510 20250922 2914.200 ... 2917.000 2917.400 IH
9 IH2511 20250922 2904.400 ... 2915.800 2917.400 IH
10 IH2512 20250922 2914.200 ... 2917.400 2917.400 IH
11 IH2603 20250922 2915.600 ... 2918.800 2919.600 IH
12 IM2510 20250922 7382.000 ... 7373.800 7361.000 IM
13 IM2511 20250922 7311.800 ... 7290.800 7361.000 IM
14 IM2512 20250922 7209.000 ... 7211.000 7202.200 IM
15 IM2603 20250922 7000.000 ... 7002.600 6994.000 IM
16 T2512 20250922 107.810 ... 107.945 107.755 T
17 T2603 20250922 107.510 ... 107.595 107.420 T
18 T2606 20250922 107.335 ... 107.460 107.285 T
19 TF2512 20250922 105.675 ... 105.760 105.630 TF
20 TF2603 20250922 105.515 ... 105.620 105.510 TF
21 TF2606 20250922 105.500 ... 105.555 105.420 TF
22 TL2512 20250922 114.900 ... 115.090 114.880 TL
23 TL2603 20250922 114.620 ... 114.750 114.570 TL
24 TL2606 20250922 114.600 ... 114.770 114.540 TL
25 TS2512 20250922 102.370 ... 102.396 102.358 TS
26 TS2603 20250922 102.276 ... 102.324 102.292 TS
27 TS2606 20250922 102.298 ... 102.300 102.274 TS
[28 rows x 12 columns]
2025-09-22 18:26:52,272 - future_1d - INFO - ak.get_cffex_daily('2025-09-22') done
2025-09-22 18:26:54,038 - future_1d - INFO - save future_daily 2025-09-22 completed