115 115 AG2510 20250829 ... 9385 9321 AG
116 116 AG2511 20250829 ... 9397 9328 AG
117 117 AG2512 20250829 ... 9409 9352 AG
118 118 AG2601 20250829 ... 9417 9352 AG
119 119 AG2602 20250829 ... 9428 9368 AG
120 120 AG2603 20250829 ... 9442 9383 AG
121 121 AG2604 20250829 ... 9460 9397 AG
122 122 AG2605 20250829 ... 9469 9404 AG
123 123 AG2606 20250829 ... 9486 9428 AG
124 124 AG2607 20250829 ... 9497 9456 AG
125 125 AG2608 20250829 ... 9516 9488 AG
126 126 RB2509 20250829 ... 3057 3093 RB
127 127 RB2510 20250829 ... 3107 3116 RB
128 128 RB2511 20250829 ... 3106 3112 RB
129 129 RB2512 20250829 ... 3157 3162 RB
130 130 RB2601 20250829 ... 3175 3182 RB
131 131 RB2602 20250829 ... 3161 3166 RB
132 132 RB2603 20250829 ... 3173 3180 RB
133 133 RB2604 20250829 ... 3199 3199 RB
134 134 RB2605 20250829 ... 3217 3223 RB
135 135 RB2606 20250829 ... 3236 3241 RB
136 136 RB2607 20250829 ... 3246 3243 RB
137 137 RB2608 20250829 ... 3242 3245 RB
138 138 WR2509 20250829 ... 3342 3342 WR
139 139 WR2510 20250829 ... 3316 3335 WR
140 140 WR2511 20250829 ... 3284 3368 WR
141 141 WR2512 20250829 ... 3439 3474 WR
142 142 WR2601 20250829 ... 3380 3380 WR
143 143 WR2602 20250829 ... 3365 3440 WR
144 144 WR2603 20250829 ... 3438 3438 WR
145 145 WR2604 20250829 ... 3455 3455 WR
146 146 WR2605 20250829 ... 3429 3429 WR
147 147 WR2606 20250829 ... 3396 3396 WR
148 148 WR2607 20250829 ... 3449 3460 WR
149 149 WR2608 20250829 ... 3344 3430 WR
150 150 HC2509 20250829 ... 3397 3394 HC
151 151 HC2510 20250829 ... 3366 3362 HC
152 152 HC2511 20250829 ... 3360 3358 HC
153 153 HC2512 20250829 ... 3362 3358 HC
154 154 HC2601 20250829 ... 3356 3353 HC
155 155 HC2602 20250829 ... 3367 3347 HC
156 156 HC2603 20250829 ... 3354 3354 HC
157 157 HC2604 20250829 ... 3369 3355 HC
158 158 HC2605 20250829 ... 3359 3357 HC
159 159 HC2606 20250829 ... 3362 3357 HC
160 160 HC2607 20250829 ... 3363 3360 HC
161 161 HC2608 20250829 ... 3361 3371 HC
162 162 SS2509 20250829 ... 12725 12700 SS
163 163 SS2510 20250829 ... 12805 12795 SS
164 164 SS2511 20250829 ... 12870 12870 SS
165 165 SS2512 20250829 ... 12930 12930 SS
166 166 SS2601 20250829 ... 12990 12975 SS
167 167 SS2602 20250829 ... 13035 13010 SS
168 168 SS2603 20250829 ... 13110 13095 SS
169 169 SS2604 20250829 ... 13175 13140 SS
170 170 SS2605 20250829 ... 13255 13235 SS
171 171 SS2606 20250829 ... 13310 13255 SS
172 172 SS2607 20250829 ... 13330 13325 SS
173 173 SS2608 20250829 ... 13405 13405 SS
174 174 SC2509 20250829 ... 475.8 473 SC
175 175 SC2510 20250829 ... 482.9 481.1 SC
176 176 SC2511 20250829 ... 483.7 482.7 SC
177 177 SC2512 20250829 ... 483.6 483.1 SC
178 178 SC2601 20250829 ... 482.7 483.1 SC
179 179 SC2602 20250829 ... 482.2 482.3 SC
180 180 SC2603 20250829 ... 480.7 481 SC
181 181 SC2604 20250829 ... 478.4 480.3 SC
182 182 SC2605 20250829 ... 478.9 479 SC
183 183 SC2606 20250829 ... 476.9 478 SC
184 184 SC2607 20250829 ... 476 477.5 SC
185 185 SC2608 20250829 ... 476.5 478.5 SC
186 186 SC2609 20250829 ... 476.1 476.1 SC
187 187 SC2612 20250829 ... 480.9 481.2 SC
188 188 SC2703 20250829 ... 477 477.3 SC
189 189 SC2706 20250829 ... 476.4 473 SC
190 190 SC2709 20250829 ... 474.8 472.8 SC
191 191 SC2712 20250829 ... 474.4 471.3 SC
192 192 SC2803 20250829 ... 471.4 471 SC
193 193 SC2806 20250829 ... 469 468.7 SC
194 194 LU2509 20250829 ... 3312 3312 LU
195 195 LU2510 20250829 ... 3483 3495 LU
196 196 LU2511 20250829 ... 3491 3501 LU
197 197 LU2512 20250829 ... 3473 3484 LU
198 198 LU2601 20250829 ... 3454 3466 LU
199 199 LU2602 20250829 ... 3419 3445 LU
200 200 LU2603 20250829 ... 3434 3439 LU
201 201 LU2604 20250829 ... 3415 3415 LU
202 202 LU2605 20250829 ... 3407 3412 LU
203 203 LU2606 20250829 ... 3424 3424 LU
204 204 LU2607 20250829 ... 3412 3417 LU
205 205 LU2608 20250829 ... 3407 3407 LU
206 206 FU2509 20250829 ... 2754 2760 FU
207 207 FU2510 20250829 ... 2825 2826 FU
208 208 FU2511 20250829 ... 2817 2815 FU
209 209 FU2512 20250829 ... 2804 2801 FU
210 210 FU2601 20250829 ... 2797 2791 FU
211 211 FU2602 20250829 ... 2784 2775 FU
212 212 FU2603 20250829 ... 2768 2767 FU
213 213 FU2604 20250829 ... 2768 2761 FU
214 214 FU2605 20250829 ... 2753 2752 FU
215 215 FU2606 20250829 ... 2743 2745 FU
216 216 FU2607 20250829 ... 2728 2722 FU
217 217 FU2608 20250829 ... 2717 2707 FU
218 218 BU2509 20250829 ... 3526 3518 BU
219 219 BU2510 20250829 ... 3505 3501 BU
220 220 BU2511 20250829 ... 3482 3467 BU
221 221 BU2512 20250829 ... 3428 3416 BU
222 222 BU2601 20250829 ... 3392 3382 BU
223 223 BU2602 20250829 ... 3398 3384 BU
224 224 BU2603 20250829 ... 3381 3383 BU
225 225 BU2604 20250829 ... 3400 3378 BU
226 226 BU2605 20250829 ... 3394 3367 BU
227 227 BU2606 20250829 ... 3387 3368 BU
228 228 BU2607 20250829 ... 3379 3353 BU
229 229 BU2608 20250829 ... 3367 3367 BU
230 230 BU2609 20250829 ... 3363 3342 BU
231 231 BU2612 20250829 ... 3322 3295 BU
232 232 BU2703 20250829 ... 3322 3300 BU
233 233 BU2706 20250829 ... 3310 3309 BU
234 234 BR2509 20250829 ... 11845 11830 BR
235 235 BR2510 20250829 ... 11855 11890 BR
236 236 BR2511 20250829 ... 11825 11855 BR
237 237 BR2512 20250829 ... 11810 11825 BR
238 238 BR2601 20250829 ... 11805 11860 BR
239 239 BR2602 20250829 ... 11865 11935 BR
240 240 BR2603 20250829 ... 11855 11840 BR
241 241 BR2604 20250829 ... 11890 11900 BR
242 242 BR2605 20250829 ... 11900 11945 BR
243 243 BR2606 20250829 ... 11870 11985 BR
244 244 BR2607 20250829 ... 12015 12170 BR
245 245 BR2608 20250829 ... 12000 11980 BR
246 246 RU2509 20250829 ... 14870 14915 RU
247 247 RU2510 20250829 ... 14870 14915 RU
248 248 RU2511 20250829 ... 14855 14885 RU
249 249 RU2601 20250829 ... 15830 15880 RU
250 250 RU2603 20250829 ... 15855 15895 RU
251 251 RU2604 20250829 ... 15895 15915 RU
252 252 RU2605 20250829 ... 15915 15965 RU
253 253 RU2606 20250829 ... 16000 16025 RU
254 254 RU2607 20250829 ... 15930 16045 RU
255 255 RU2608 20250829 ... 16095 16095 RU
256 256 NR2509 20250829 ... 12610 12645 NR
257 257 NR2510 20250829 ... 12670 12725 NR
258 258 NR2511 20250829 ... 12705 12770 NR
259 259 NR2512 20250829 ... 12735 12790 NR
260 260 NR2601 20250829 ... 12780 12810 NR
261 261 NR2602 20250829 ... 12765 12830 NR
262 262 NR2603 20250829 ... 12810 12900 NR
263 263 NR2604 20250829 ... 12840 12980 NR
264 264 NR2605 20250829 ... 12860 12985 NR
265 265 NR2606 20250829 ... 12980 12980 NR
266 266 NR2607 20250829 ... 12835 12980 NR
267 267 NR2608 20250829 ... 12890 12960 NR
268 268 SP2509 20250829 ... 4944 4930 SP
269 269 SP2510 20250829 ... 4972 4966 SP
270 270 SP2511 20250829 ... 4994 4980 SP
271 271 SP2512 20250829 ... 5012 4998 SP
272 272 SP2601 20250829 ... 5322 5272 SP
273 273 SP2602 20250829 ... 5312 5256 SP
274 274 SP2603 20250829 ... 5326 5288 SP
275 275 SP2604 20250829 ... 5328 5302 SP
276 276 SP2605 20250829 ... 5346 5306 SP
277 277 SP2606 20250829 ... 5374 5310 SP
278 278 SP2607 20250829 ... 5352 5314 SP
279 279 SP2608 20250829 ... 5358 5334 SP
280 280 EC2510 20250829 ... 1272 1288.7 EC
281 281 EC2512 20250829 ... 1562.6 1580.5 EC
282 282 EC2602 20250829 ... 1406 1412.8 EC
283 283 EC2604 20250829 ... 1210.6 1226.1 EC
284 284 EC2606 20250829 ... 1375.1 1389.5 EC
285 285 EC2608 20250829 ... 1562.7 1578.5 EC
286 287 SC_TAS2510 20250829 ... SC_TAS
287 288 SC_TAS2511 20250829 ... SC_TAS
288 289 SC_TAS2512 20250829 ... SC_TAS
[289 rows x 13 columns]
2025-09-02 18:25:59,511 - future_1d - INFO - ak.get_shfe_daily('2025-08-29') done
2025-09-02 18:26:01,298 - future_1d - INFO - save future_daily 2025-08-29 completed
symbol date open ... settle pre_settle variety
0 a2509 20250901 4072.00 ... 4092.00 4069.00 A
1 a2511 20250901 3945.00 ... 3961.00 3933.00 A
2 a2601 20250901 3948.00 ... 3962.00 3936.00 A
3 a2603 20250901 3950.00 ... 3961.00 3939.00 A
4 a2605 20250901 3995.00 ... 4005.00 3984.00 A
5 a2607 20250901 4000.00 ... 4008.00 3992.00 A
6 b2509 20250901 3718.00 ... 3695.00 3718.00 B
7 b2510 20250901 3699.00 ... 3702.00 3685.00 B
8 b2511 20250901 3732.00 ... 3736.00 3721.00 B
9 b2512 20250901 3763.00 ... 3768.00 3755.00 B
10 b2601 20250901 3756.00 ... 3763.00 3748.00 B
11 b2602 20250901 3742.00 ... 3746.00 3730.00 B
12 b2603 20250901 3689.00 ... 3694.00 3687.00 B
13 b2604 20250901 3596.00 ... 3599.00 3589.00 B
14 b2605 20250901 3533.00 ... 3531.00 3529.00 B
15 b2606 20250901 3512.00 ... 3518.00 3508.00 B
16 b2607 20250901 3526.00 ... 3524.00 3513.00 B
17 b2608 20250901 0.00 ... 3596.00 3596.00 B
18 bb2509 20250901 0.00 ... 136.00 136.00 BB
19 bb2511 20250901 144.00 ... 143.60 144.70 BB
20 bb2601 20250901 147.95 ... 146.65 147.20 BB
21 bb2603 20250901 146.40 ... 146.40 147.00 BB
22 bb2605 20250901 0.00 ... 140.25 140.80 BB
23 bb2607 20250901 0.00 ... 146.00 146.55 BB
24 bz2603 20250901 6053.00 ... 6002.00 6065.00 BZ
25 bz2604 20250901 6035.00 ... 5991.00 6037.00 BZ
26 bz2605 20250901 6016.00 ... 5985.00 6067.00 BZ
27 bz2606 20250901 5991.00 ... 5949.00 6039.00 BZ
28 bz2607 20250901 5971.00 ... 5971.00 6108.00 BZ
29 bz2608 20250901 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250901 2233.00 ... 2240.00 2233.00 C
31 c2511 20250901 2192.00 ... 2190.00 2187.00 C
32 c2601 20250901 2180.00 ... 2180.00 2181.00 C
33 c2603 20250901 2196.00 ... 2197.00 2198.00 C
34 c2605 20250901 2248.00 ... 2247.00 2247.00 C
35 c2607 20250901 2261.00 ... 2259.00 2260.00 C
36 cs2509 20250901 2482.00 ... 2489.00 2504.00 CS
37 cs2511 20250901 2501.00 ... 2499.00 2492.00 CS
38 cs2601 20250901 2531.00 ... 2532.00 2527.00 CS
39 cs2603 20250901 2539.00 ... 2537.00 2535.00 CS
40 cs2605 20250901 2611.00 ... 2606.00 2605.00 CS
41 cs2607 20250901 2615.00 ... 2613.00 2609.00 CS
42 eb2509 20250901 6978.00 ... 6924.00 7059.00 EB
43 eb2510 20250901 7091.00 ... 7018.00 7117.00 EB
44 eb2511 20250901 7122.00 ... 7036.00 7133.00 EB
45 eb2512 20250901 7139.00 ... 7061.00 7154.00 EB
46 eb2601 20250901 7168.00 ... 7106.00 7187.00 EB
47 eb2602 20250901 7189.00 ... 7123.00 7210.00 EB
48 eb2603 20250901 7215.00 ... 7162.00 7255.00 EB
49 eb2604 20250901 7248.00 ... 7197.00 7276.00 EB
50 eb2605 20250901 7264.00 ... 7209.00 7290.00 EB
51 eb2606 20250901 7228.00 ... 7194.00 7341.00 EB
52 eb2607 20250901 7185.00 ... 7185.00 7376.00 EB
53 eb2608 20250901 7246.00 ... 7246.00 7350.00 EB
54 eg2509 20250901 4430.00 ... 4414.00 4429.00 EG
55 eg2510 20250901 4443.00 ... 4414.00 4439.00 EG
56 eg2511 20250901 4460.00 ... 4435.00 4453.00 EG
57 eg2512 20250901 4460.00 ... 4448.00 4465.00 EG
58 eg2601 20250901 4461.00 ... 4438.00 4470.00 EG
59 eg2602 20250901 4460.00 ... 4463.00 4476.00 EG
60 eg2603 20250901 0.00 ... 4476.00 4476.00 EG
61 eg2604 20250901 0.00 ... 4518.00 4518.00 EG
62 eg2605 20250901 4503.00 ... 4474.00 4507.00 EG
63 eg2606 20250901 4473.00 ... 4465.00 4522.00 EG
64 eg2607 20250901 4511.00 ... 4511.00 4507.00 EG
65 eg2608 20250901 0.00 ... 4513.00 4513.00 EG
66 fb2509 20250901 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250901 1274.00 ... 1271.00 1274.50 FB
68 fb2511 20250901 1273.00 ... 1268.00 1275.50 FB
69 fb2512 20250901 1268.50 ... 1264.00 1270.00 FB
70 fb2601 20250901 1269.00 ... 1255.00 1263.00 FB
71 fb2602 20250901 1251.00 ... 1247.00 1253.00 FB
72 fb2603 20250901 1248.50 ... 1247.50 1313.50 FB
73 fb2604 20250901 1284.00 ... 1283.50 1310.50 FB
74 fb2605 20250901 0.00 ... 1311.00 1311.00 FB
75 fb2606 20250901 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250901 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250901 0.00 ... 1302.50 1302.50 FB
78 i2509 20250901 805.00 ... 804.50 808.00 I
79 i2510 20250901 804.00 ... 791.00 804.00 I
80 i2511 20250901 800.00 ... 785.00 799.50 I
81 i2512 20250901 792.00 ... 781.50 795.00 I
82 i2601 20250901 787.00 ... 771.00 787.00 I
83 i2602 20250901 779.00 ... 767.00 781.50 I
84 i2603 20250901 771.00 ... 760.00 775.00 I
85 i2604 20250901 769.00 ... 757.00 770.00 I
86 i2605 20250901 764.00 ... 746.50 763.50 I
87 i2606 20250901 755.00 ... 745.50 757.50 I
88 i2607 20250901 751.00 ... 740.50 754.00 I
89 i2608 20250901 747.50 ... 736.00 750.00 I
90 j2509 20250901 1509.00 ... 1507.50 1532.00 J
91 j2510 20250901 1518.50 ... 1514.50 1571.00 J
92 j2511 20250901 1563.00 ... 1544.00 1602.00 J
93 j2512 20250901 1610.00 ... 1592.50 1622.50 J
94 j2601 20250901 1638.00 ... 1603.50 1653.00 J
95 j2602 20250901 1660.00 ... 1631.50 1671.00 J
96 j2603 20250901 1665.00 ... 1639.00 1683.00 J
97 j2604 20250901 0.00 ... 1696.00 1729.50 J
98 j2605 20250901 1730.50 ... 1692.00 1745.00 J
99 j2606 20250901 0.00 ... 1723.00 1760.00 J
100 j2607 20250901 1739.00 ... 1725.00 1770.00 J
101 j2608 20250901 1679.00 ... 1679.50 1771.00 J
102 jd2509 20250901 2863.00 ... 2824.00 2850.00 JD
103 jd2510 20250901 2958.00 ... 2948.00 2935.00 JD
104 jd2511 20250901 2980.00 ... 3000.00 2962.00 JD
105 jd2512 20250901 3141.00 ... 3157.00 3122.00 JD
106 jd2601 20250901 3330.00 ... 3337.00 3320.00 JD
107 jd2602 20250901 3085.00 ... 3094.00 3079.00 JD
108 jd2603 20250901 3086.00 ... 3100.00 3092.00 JD
109 jd2604 20250901 3247.00 ... 3264.00 3256.00 JD
110 jd2605 20250901 3350.00 ... 3359.00 3366.00 JD
111 jd2606 20250901 3200.00 ... 3192.00 3178.00 JD
112 jd2607 20250901 3400.00 ... 3401.00 3373.00 JD
113 jd2608 20250901 3800.00 ... 3799.00 3735.00 JD
114 jm2509 20250901 986.50 ... 963.00 990.00 JM
115 jm2510 20250901 1013.50 ... 985.00 1019.50 JM
116 jm2511 20250901 1069.00 ... 1034.50 1070.50 JM
117 jm2512 20250901 1118.00 ... 1083.50 1116.50 JM
118 jm2601 20250901 1152.00 ... 1121.50 1156.50 JM
119 jm2602 20250901 1169.00 ... 1136.00 1172.00 JM
120 jm2603 20250901 1177.00 ... 1148.00 1184.00 JM
121 jm2604 20250901 1187.00 ... 1159.50 1189.50 JM
122 jm2605 20250901 1193.00 ... 1165.50 1199.50 JM
123 jm2606 20250901 1200.00 ... 1176.50 1206.50 JM
124 jm2607 20250901 1211.00 ... 1187.50 1219.00 JM
125 jm2608 20250901 1220.00 ... 1202.00 1225.00 JM
126 l2509 20250901 7276.00 ... 7209.00 7276.00 L
127 l2510 20250901 7279.00 ... 7243.00 7291.00 L
128 l2511 20250901 7287.00 ... 7249.00 7307.00 L
129 l2512 20250901 7289.00 ... 7255.00 7321.00 L
130 l2601 20250901 7280.00 ... 7256.00 7317.00 L
131 l2602 20250901 7278.00 ... 7247.00 7306.00 L
132 l2603 20250901 7286.00 ... 7248.00 7316.00 L
133 l2604 20250901 7249.00 ... 7273.00 7326.00 L
134 l2605 20250901 7294.00 ... 7260.00 7317.00 L
135 l2606 20250901 7260.00 ... 7258.00 7363.00 L
136 l2607 20250901 7323.00 ... 7285.00 7308.00 L
137 l2608 20250901 7340.00 ... 7301.00 7321.00 L
138 lg2509 20250901 781.00 ... 779.00 783.50 LG
139 lg2511 20250901 820.00 ... 818.50 820.50 LG
140 lg2601 20250901 838.50 ... 830.50 835.50 LG
141 lg2603 20250901 833.50 ... 834.00 839.50 LG
142 lg2605 20250901 834.00 ... 834.00 840.00 LG
143 lg2607 20250901 835.00 ... 835.50 840.00 LG
144 lh2509 20250901 13165.00 ... 13160.00 13095.00 LH
145 lh2511 20250901 13700.00 ... 13625.00 13580.00 LH
146 lh2601 20250901 13935.00 ... 13885.00 13910.00 LH
147 lh2603 20250901 13150.00 ... 13120.00 13125.00 LH
148 lh2605 20250901 13550.00 ... 13560.00 13530.00 LH
149 lh2607 20250901 14100.00 ... 14120.00 14115.00 LH
150 m2509 20250901 3002.00 ... 3013.00 3002.00 M
151 m2511 20250901 3035.00 ... 3033.00 3020.00 M
152 m2512 20250901 3065.00 ... 3070.00 3056.00 M
153 m2601 20250901 3052.00 ... 3060.00 3047.00 M
154 m2603 20250901 2986.00 ... 2988.00 2984.00 M
155 m2605 20250901 2819.00 ... 2819.00 2811.00 M
156 m2607 20250901 2808.00 ... 2807.00 2800.00 M
157 m2608 20250901 2935.00 ... 2933.00 2927.00 M
158 p2509 20250901 9300.00 ... 9314.00 9310.00 P
159 p2510 20250901 9254.00 ... 9292.00 9320.00 P
160 p2511 20250901 9266.00 ... 9286.00 9316.00 P
161 p2512 20250901 9276.00 ... 9306.00 9330.00 P
162 p2601 20250901 9300.00 ... 9326.00 9348.00 P
163 p2602 20250901 9266.00 ... 9290.00 9310.00 P
164 p2603 20250901 9224.00 ... 9240.00 9248.00 P
165 p2604 20250901 9096.00 ... 9164.00 9208.00 P
166 p2605 20250901 9070.00 ... 9086.00 9106.00 P
167 p2606 20250901 8924.00 ... 8992.00 9004.00 P
168 p2607 20250901 8842.00 ... 8874.00 8890.00 P
169 p2608 20250901 8772.00 ... 8812.00 8870.00 P
170 pg2509 20250901 3700.00 ... 3693.00 3727.00 PG
171 pg2510 20250901 4403.00 ... 4364.00 4366.00 PG
172 pg2511 20250901 4332.00 ... 4282.00 4289.00 PG
173 pg2512 20250901 4262.00 ... 4219.00 4233.00 PG
174 pg2601 20250901 4202.00 ... 4160.00 4174.00 PG
175 pg2602 20250901 4137.00 ... 4100.00 4110.00 PG
176 pg2603 20250901 4045.00 ... 4021.00 4028.00 PG
177 pg2604 20250901 4348.00 ... 4326.00 4336.00 PG
178 pg2605 20250901 4272.00 ... 4251.00 4242.00 PG
179 pg2606 20250901 4202.00 ... 4206.00 4194.00 PG
180 pg2607 20250901 4104.00 ... 4111.00 4136.00 PG
181 pg2608 20250901 4120.00 ... 4120.00 4090.00 PG
182 pp2509 20250901 6882.00 ... 6862.00 6911.00 PP
183 pp2510 20250901 6939.00 ... 6904.00 6941.00 PP
184 pp2511 20250901 6957.00 ... 6926.00 6962.00 PP
185 pp2512 20250901 6975.00 ... 6942.00 6983.00 PP
186 pp2601 20250901 6990.00 ... 6949.00 6992.00 PP
187 pp2602 20250901 6959.00 ... 6927.00 6969.00 PP
188 pp2603 20250901 6915.00 ... 6932.00 6963.00 PP
189 pp2604 20250901 6994.00 ... 6960.00 6998.00 PP
190 pp2605 20250901 7001.00 ... 6973.00 7011.00 PP
191 pp2606 20250901 6971.00 ... 6946.00 6987.00 PP
192 pp2607 20250901 6957.00 ... 6941.00 6949.00 PP
193 pp2608 20250901 6920.00 ... 6937.00 6969.00 PP
194 rr2509 20250901 0.00 ... 3558.00 3558.00 RR
195 rr2510 20250901 3613.00 ... 3611.00 3611.00 RR
196 rr2511 20250901 3614.00 ... 3612.00 3612.00 RR
197 rr2512 20250901 3608.00 ... 3608.00 3607.00 RR
198 rr2601 20250901 3623.00 ... 3621.00 3619.00 RR
199 rr2602 20250901 3606.00 ... 3604.00 3609.00 RR
200 rr2603 20250901 0.00 ... 3602.00 3602.00 RR
201 rr2604 20250901 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250901 3610.00 ... 3610.00 3595.00 RR
203 rr2606 20250901 3607.00 ... 3607.00 3605.00 RR
204 rr2607 20250901 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250901 0.00 ... 3625.00 3625.00 RR
206 v2509 20250901 4743.00 ... 4721.00 4748.00 V
207 v2510 20250901 4787.00 ... 4769.00 4796.00 V
208 v2511 20250901 4843.00 ... 4805.00 4831.00 V
209 v2512 20250901 4871.00 ... 4842.00 4872.00 V
210 v2601 20250901 4907.00 ... 4881.00 4909.00 V
211 v2602 20250901 4942.00 ... 4917.00 4949.00 V
212 v2603 20250901 4968.00 ... 4955.00 4973.00 V
213 v2604 20250901 5169.00 ... 5156.00 5175.00 V
214 v2605 20250901 5209.00 ... 5183.00 5206.00 V
215 v2606 20250901 5213.00 ... 5208.00 5239.00 V
216 v2607 20250901 5258.00 ... 5244.00 5271.00 V
217 v2608 20250901 5299.00 ... 5277.00 5292.00 V
218 y2509 20250901 8414.00 ... 8400.00 8414.00 Y
219 y2511 20250901 8384.00 ... 8358.00 8388.00 Y
220 y2512 20250901 8396.00 ... 8380.00 8410.00 Y
221 y2601 20250901 8360.00 ... 8330.00 8358.00 Y
222 y2603 20250901 8282.00 ... 8262.00 8304.00 Y
223 y2605 20250901 8056.00 ... 8040.00 8076.00 Y
224 y2607 20250901 8032.00 ... 8006.00 8036.00 Y
225 y2608 20250901 8000.00 ... 7994.00 7992.00 Y
[226 rows x 12 columns]
2025-09-02 18:26:09,572 - future_1d - INFO - ak.get_dce_daily('2025-09-01') done
symbol date open ... settle pre_settle variety
0 PS2509 20250901 50060.0 ... 49445.0 49520.0 PS
1 PS2510 20250901 49845.0 ... 50110.0 49540.0 PS
2 PS2511 20250901 49265.0 ... 49895.0 49310.0 PS
3 PS2512 20250901 51940.0 ... 52290.0 51880.0 PS
4 PS2601 20250901 51680.0 ... 52450.0 51940.0 PS
5 PS2602 20250901 52120.0 ... 52440.0 52110.0 PS
6 PS2603 20250901 52070.0 ... 52905.0 51900.0 PS
7 PS2604 20250901 52320.0 ... 52735.0 52415.0 PS
8 PS2605 20250901 52480.0 ... 53005.0 52400.0 PS
9 PS2606 20250901 55100.0 ... 55420.0 54890.0 PS
10 PS2607 20250901 55095.0 ... 55465.0 55050.0 PS
11 PS2608 20250901 55045.0 ... 55185.0 55120.0 PS
13 SI2509 20250901 8355.0 ... 8310.0 8365.0 SI
14 SI2510 20250901 8300.0 ... 8335.0 8425.0 SI
15 SI2511 20250901 8370.0 ... 8375.0 8420.0 SI
16 SI2512 20250901 8630.0 ... 8775.0 8790.0 SI
17 SI2601 20250901 8740.0 ... 8760.0 8785.0 SI
18 SI2602 20250901 8740.0 ... 8750.0 8775.0 SI
19 SI2603 20250901 8740.0 ... 8780.0 8790.0 SI
20 SI2604 20250901 8740.0 ... 8845.0 8795.0 SI
21 SI2605 20250901 8780.0 ... 8795.0 8810.0 SI
22 SI2606 20250901 8780.0 ... 8825.0 8815.0 SI
23 SI2607 20250901 8815.0 ... 8855.0 8845.0 SI
24 SI2608 20250901 8755.0 ... 8790.0 8810.0 SI
27 LC2509 20250901 76500.0 ... 76320.0 77620.0 LC
28 LC2510 20250901 76440.0 ... 75980.0 77740.0 LC
29 LC2511 20250901 77000.0 ... 75880.0 77680.0 LC
30 LC2512 20250901 75740.0 ... 75640.0 77320.0 LC
31 LC2601 20250901 76160.0 ... 75480.0 77080.0 LC
32 LC2602 20250901 75660.0 ... 75060.0 76700.0 LC
33 LC2603 20250901 75500.0 ... 74940.0 76260.0 LC
34 LC2604 20250901 75460.0 ... 75180.0 76180.0 LC
35 LC2605 20250901 75600.0 ... 75140.0 76060.0 LC
36 LC2606 20250901 75180.0 ... 74540.0 75820.0 LC
37 LC2607 20250901 74520.0 ... 74600.0 75740.0 LC
38 LC2608 20250901 75360.0 ... 74780.0 76280.0 LC
[36 rows x 12 columns]
2025-09-02 18:26:09,710 - future_1d - INFO - ak.get_gfex_daily('2025-09-01') done
symbol date open ... settle pre_settle variety
0 IC2509 20250901 7021.000 ... 7022.800 6983.400 IC
1 IC2510 20250901 6996.800 ... 6973.000 6935.200 IC
2 IC2512 20250901 6886.200 ... 6867.200 6828.400 IC
3 IC2603 20250901 6747.000 ... 6716.800 6682.600 IC
4 IF2509 20250901 4517.000 ... 4513.800 4502.600 IF
5 IF2510 20250901 4518.600 ... 4507.000 4496.600 IF
6 IF2512 20250901 4500.000 ... 4492.000 4481.800 IF
7 IF2603 20250901 4480.000 ... 4469.000 4459.000 IF
8 IH2509 20250901 2988.800 ... 2982.400 2978.600 IH
9 IH2510 20250901 2983.800 ... 2980.600 2974.800 IH
10 IH2512 20250901 2988.200 ... 2982.400 2978.800 IH
11 IH2603 20250901 2998.800 ... 2984.600 2981.200 IH
12 IM2509 20250901 7400.000 ... 7387.800 7353.800 IM
13 IM2510 20250901 7322.600 ... 7321.000 7294.800 IM
14 IM2512 20250901 7220.000 ... 7187.200 7165.600 IM
15 IM2603 20250901 7030.000 ... 7003.800 6986.400 IM
16 T2509 20250901 108.000 ... 108.200 108.055 T
17 T2512 20250901 107.785 ... 107.985 107.820 T
18 T2603 20250901 107.540 ... 107.715 107.585 T
19 TF2509 20250901 105.630 ... 105.700 105.655 TF
20 TF2512 20250901 105.480 ... 105.590 105.515 TF
21 TF2603 20250901 105.375 ... 105.485 105.410 TF
22 TL2509 20250901 116.920 ... 117.280 117.020 TL
23 TL2512 20250901 116.430 ... 116.890 116.560 TL
24 TL2603 20250901 115.950 ... 116.550 116.230 TL
25 TS2509 20250901 102.330 ... 102.356 102.348 TS
26 TS2512 20250901 102.408 ... 102.428 102.420 TS
27 TS2603 20250901 102.334 ... 102.358 102.354 TS
[28 rows x 12 columns]
2025-09-02 18:26:09,786 - future_1d - INFO - ak.get_cffex_daily('2025-09-01') done
symbol date open ... settle pre_settle variety
0 SC2510 20250901 487 ... 483.6 482.9 SC
1 SC2511 20250901 486.4 ... 484 483.7 SC
2 SC2512 20250901 486.3 ... 483.8 483.6 SC
3 SC2601 20250901 485.2 ... 482.9 482.7 SC
4 SC2602 20250901 483.7 ... 482 482.2 SC
5 SC2603 20250901 480.1 ... 479.8 480.7 SC
6 SC2604 20250901 478.5 ... 478.7 478.4 SC
7 SC2605 20250901 478.9 ... 477.5 478.9 SC
8 SC2606 20250901 478 ... 476.9 476.9 SC
9 SC2607 20250901 473.4 ... 473.4 476 SC
10 SC2608 20250901 476.8 ... 475.3 476.5 SC
11 SC2609 20250901 470.6 ... 470.6 476.1 SC
12 SC2612 20250901 480.9 ... 476.6 480.9 SC
13 SC2703 20250901 ... 475.9 477 SC
14 SC2706 20250901 ... 475 476.4 SC
15 SC2709 20250901 471.3 ... 471.3 474.8 SC
16 SC2712 20250901 471.5 ... 471.3 474.4 SC
17 SC2803 20250901 ... 471.4 471.4 SC
18 SC2806 20250901 ... 469 469 SC
19 SC2809 20250901 ... 469 469 SC
21 LU2510 20250901 3510 ... 3458 3483 LU
22 LU2511 20250901 3518 ... 3471 3491 LU
23 LU2512 20250901 3503 ... 3457 3473 LU
24 LU2601 20250901 3499 ... 3443 3454 LU
25 LU2602 20250901 3449 ... 3413 3419 LU
26 LU2603 20250901 3401 ... 3396 3434 LU
27 LU2604 20250901 3382 ... 3391 3415 LU
28 LU2605 20250901 3388 ... 3374 3407 LU
29 LU2606 20250901 3378 ... 3373 3424 LU
30 LU2607 20250901 3402 ... 3392 3412 LU
31 LU2608 20250901 3387 ... 3386 3407 LU
32 LU2609 20250901 3374 ... 3374 3407 LU
34 NR2509 20250901 12680 ... 12640 12610 NR
35 NR2510 20250901 12725 ... 12675 12670 NR
36 NR2511 20250901 12755 ... 12715 12705 NR
37 NR2512 20250901 12795 ... 12745 12735 NR
38 NR2601 20250901 12825 ... 12780 12780 NR
39 NR2602 20250901 12895 ... 12765 12765 NR
40 NR2603 20250901 12915 ... 12760 12810 NR
41 NR2604 20250901 12950 ... 12780 12840 NR
42 NR2605 20250901 12910 ... 12815 12860 NR
43 NR2606 20250901 12855 ... 12855 12980 NR
44 NR2607 20250901 12895 ... 12865 12835 NR
45 NR2608 20250901 12905 ... 12905 12890 NR
47 BC2509 20250901 70460 ... 70580 70040 BC
48 BC2510 20250901 70650 ... 70760 70260 BC
49 BC2511 20250901 70700 ... 70750 70270 BC
50 BC2512 20250901 70740 ... 70740 70180 BC
51 BC2601 20250901 ... 70590 69980 BC
52 BC2602 20250901 ... 70400 70100 BC
53 BC2603 20250901 71470 ... 71470 70100 BC
54 BC2604 20250901 ... 70370 69390 BC
55 BC2605 20250901 ... 70370 69410 BC
56 BC2606 20250901 ... 70210 69790 BC
57 BC2607 20250901 ... 70130 69370 BC
58 BC2608 20250901 ... 70100 69370 BC
60 EC2510 20250901 1267.8 ... 1293.8 1272 EC
61 EC2512 20250901 1570 ... 1621.9 1562.6 EC
62 EC2602 20250901 1420.4 ... 1439.5 1406 EC
63 EC2604 20250901 1206.5 ... 1230.5 1210.6 EC
64 EC2606 20250901 1392.8 ... 1407.4 1375.1 EC
65 EC2608 20250901 1595.8 ... 1599.5 1562.7 EC
68 SC_TAS2510 20250901 ... SC_TAS
69 SC_TAS2511 20250901 ... SC_TAS
70 SC_TAS2512 20250901 ... SC_TAS
71 SC_TAS2601 20250901 ... SC_TAS
[66 rows x 12 columns]
2025-09-02 18:26:09,887 - future_1d - INFO - ak.get_ine_daily('2025-09-01') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250901 8358.0 8387.0 ... 318117.23 8357.0 8360.0 AP
1 AP511 20250901 8168.0 8192.0 ... 3298.83 8155.0 8144.0 AP
2 AP512 20250901 8209.0 8216.0 ... 188.40 8191.0 8196.0 AP
3 AP601 20250901 8320.0 8320.0 ... 124304.06 8263.0 8258.0 AP
4 AP603 20250901 8130.0 8175.0 ... 154.63 8139.0 8142.0 AP
5 AP604 20250901 8189.0 8189.0 ... 24.51 8170.0 8122.0 AP
6 AP605 20250901 8209.0 8238.0 ... 1223.76 8213.0 8209.0 AP
7 CF509 20250901 13740.0 13770.0 ... 31148.61 13620.0 13795.0 CF
8 CF511 20250901 14040.0 14045.0 ... 444482.21 13850.0 14105.0 CF
9 CF601 20250901 14240.0 14240.0 ... 4050478.47 14020.0 14260.0 CF
10 CF603 20250901 14205.0 14205.0 ... 8473.39 13980.0 14225.0 CF
11 CF605 20250901 14200.0 14200.0 ... 258875.66 13995.0 14205.0 CF
12 CF607 20250901 14155.0 14185.0 ... 3453.32 13955.0 14210.0 CF
13 CJ509 20250901 10355.0 10405.0 ... 442.76 10295.0 10180.0 CJ
14 CJ512 20250901 11385.0 11450.0 ... 12308.60 11310.0 11340.0 CJ
15 CJ601 20250901 11500.0 11570.0 ... 798961.76 11425.0 11460.0 CJ
16 CJ603 20250901 11540.0 11600.0 ... 10542.59 11470.0 11500.0 CJ
17 CJ605 20250901 11685.0 11720.0 ... 123677.86 11585.0 11615.0 CJ
18 CJ607 20250901 11805.0 11870.0 ... 1696.21 11740.0 11770.0 CJ
19 CY509 20250901 20205.0 20550.0 ... 252.53 20200.0 20335.0 CY
20 CY510 20250901 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250901 20165.0 20165.0 ... 113780.65 19955.0 20180.0 CY
22 CY512 20250901 0.0 0.0 ... 0.00 19870.0 20005.0 CY
23 CY601 20250901 20225.0 20225.0 ... 6081.41 19970.0 20235.0 CY
24 CY602 20250901 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250901 0.0 0.0 ... 0.00 20365.0 20365.0 CY
26 CY604 20250901 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250901 20285.0 20285.0 ... 20.26 20255.0 20455.0 CY
28 CY606 20250901 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250901 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250901 0.0 0.0 ... 0.00 20280.0 20295.0 CY
31 FG509 20250901 994.0 994.0 ... 11302.46 966.0 970.0 FG
32 FG510 20250901 1079.0 1079.0 ... 75779.37 1063.0 1066.0 FG
33 FG511 20250901 1073.0 1073.0 ... 170235.11 1054.0 1066.0 FG
34 FG512 20250901 1180.0 1180.0 ... 94216.34 1153.0 1173.0 FG
35 FG601 20250901 1181.0 1181.0 ... 4743107.13 1147.0 1173.0 FG
36 FG602 20250901 1224.0 1226.0 ... 12944.80 1195.0 1224.0 FG
37 FG603 20250901 1235.0 1235.0 ... 3072.60 1200.0 1225.0 FG
38 FG604 20250901 1276.0 1276.0 ... 1259.95 1250.0 1271.0 FG
39 FG605 20250901 1275.0 1276.0 ... 114806.45 1243.0 1266.0 FG
40 FG606 20250901 1295.0 1297.0 ... 993.44 1274.0 1292.0 FG
41 FG607 20250901 1293.0 1293.0 ... 1559.25 1268.0 1283.0 FG
42 FG608 20250901 1305.0 1313.0 ... 732.67 1299.0 1312.0 FG
43 JR509 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250901 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250901 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250901 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250901 2210.0 2226.0 ... 6824.51 2201.0 2214.0 MA
53 MA510 20250901 2260.0 2291.0 ... 41040.84 2260.0 2267.0 MA
54 MA511 20250901 2287.0 2315.0 ... 107240.23 2282.0 2295.0 MA
55 MA512 20250901 2341.0 2359.0 ... 40120.93 2330.0 2344.0 MA
56 MA601 20250901 2366.0 2387.0 ... 1429798.88 2359.0 2370.0 MA
57 MA602 20250901 2385.0 2400.0 ... 4893.22 2373.0 2390.0 MA
58 MA603 20250901 2384.0 2401.0 ... 228.59 2381.0 2388.0 MA
59 MA604 20250901 2381.0 2401.0 ... 42.69 2372.0 2381.0 MA
60 MA605 20250901 2374.0 2392.0 ... 61944.54 2370.0 2378.0 MA
61 MA606 20250901 2374.0 2401.0 ... 11.90 2379.0 2383.0 MA
62 MA607 20250901 2377.0 2390.0 ... 42.74 2374.0 2381.0 MA
63 MA608 20250901 2379.0 2387.0 ... 26.08 2371.0 2378.0 MA
64 OI509 20250901 9968.0 10030.0 ... 6410.33 9954.0 9968.0 OI
65 OI511 20250901 9894.0 9962.0 ... 534901.85 9887.0 9895.0 OI
66 OI601 20250901 9779.0 9848.0 ... 2787676.91 9780.0 9782.0 OI
67 OI603 20250901 9704.0 9769.0 ... 5348.30 9707.0 9707.0 OI
68 OI605 20250901 9625.0 9682.0 ... 48080.79 9622.0 9627.0 OI
69 OI607 20250901 9543.0 9642.0 ... 230.76 9615.0 9587.0 OI
70 PF509 20250901 6396.0 6416.0 ... 1451.56 6382.0 6378.0 PF
71 PF510 20250901 6504.0 6528.0 ... 340052.39 6488.0 6486.0 PF
72 PF511 20250901 6482.0 6500.0 ... 359367.76 6466.0 6468.0 PF
73 PF512 20250901 6468.0 6482.0 ... 218205.14 6448.0 6456.0 PF
74 PF601 20250901 6488.0 6504.0 ... 63957.56 6482.0 6474.0 PF
75 PF602 20250901 6498.0 6516.0 ... 18023.18 6492.0 6486.0 PF
76 PF603 20250901 6512.0 6520.0 ... 81.27 6502.0 6490.0 PF
77 PF604 20250901 6524.0 6542.0 ... 32.62 6524.0 6554.0 PF
78 PF605 20250901 6558.0 6564.0 ... 32.72 6546.0 6538.0 PF
79 PF606 20250901 6564.0 6564.0 ... 13.09 6546.0 6556.0 PF
80 PF607 20250901 6560.0 6560.0 ... 9.81 6544.0 6540.0 PF
81 PF608 20250901 0.0 0.0 ... 0.00 6548.0 6548.0 PF
82 PK510 20250901 7972.0 8026.0 ... 41846.97 8002.0 7990.0 PK
83 PK511 20250901 7770.0 7836.0 ... 283223.14 7808.0 7792.0 PK
84 PK512 20250901 7800.0 7828.0 ... 93264.50 7808.0 7808.0 PK
85 PK601 20250901 7864.0 7874.0 ... 25634.11 7864.0 7860.0 PK
86 PK603 20250901 7858.0 7880.0 ... 39.37 7874.0 7864.0 PK
87 PK604 20250901 7862.0 7888.0 ... 165.50 7882.0 7878.0 PK
88 PK605 20250901 7868.0 7884.0 ... 2291.67 7876.0 7870.0 PK
89 PL601 20250901 6420.0 6427.0 ... 65642.86 6394.0 6425.0 PL
90 PL602 20250901 6433.0 6451.0 ... 976.92 6427.0 6445.0 PL
91 PL603 20250901 6432.0 6432.0 ... 538.68 6413.0 6421.0 PL
92 PL604 20250901 6440.0 6440.0 ... 12.88 6440.0 6443.0 PL
93 PL605 20250901 6358.0 6408.0 ... 178.40 6371.0 6362.0 PL
94 PL606 20250901 0.0 0.0 ... 0.00 6430.0 6422.0 PL
95 PL607 20250901 0.0 0.0 ... 0.00 6428.0 6428.0 PL
96 PL608 20250901 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250901 5800.0 5832.0 ... 2311.49 5816.0 5832.0 PR
104 PR510 20250901 5976.0 5988.0 ... 68483.16 5952.0 5966.0 PR
105 PR511 20250901 5980.0 5980.0 ... 448712.15 5940.0 5954.0 PR
106 PR512 20250901 5966.0 5974.0 ... 259553.09 5946.0 5952.0 PR
107 PR601 20250901 5972.0 5980.0 ... 38453.43 5952.0 5970.0 PR
108 PR602 20250901 0.0 0.0 ... 0.00 5998.0 6002.0 PR
109 PR603 20250901 0.0 0.0 ... 0.00 6002.0 6006.0 PR
110 PR604 20250901 0.0 0.0 ... 0.00 6014.0 6014.0 PR
111 PR605 20250901 6002.0 6002.0 ... 9.00 6002.0 6022.0 PR
112 PR606 20250901 6006.0 6006.0 ... 9.01 6006.0 6050.0 PR
113 PR607 20250901 0.0 0.0 ... 0.00 6018.0 6022.0 PR
114 PR608 20250901 5960.0 5996.0 ... 17.93 5978.0 6026.0 PR
115 PX509 20250901 6712.0 6858.0 ... 1628.14 6714.0 6866.0 PX
116 PX510 20250901 6918.0 6918.0 ... 39766.41 6882.0 6866.0 PX
117 PX511 20250901 6886.0 6890.0 ... 553113.93 6854.0 6844.0 PX
118 PX512 20250901 6856.0 6856.0 ... 98159.01 6816.0 6812.0 PX
119 PX601 20250901 6822.0 6826.0 ... 113607.60 6788.0 6792.0 PX
120 PX602 20250901 6798.0 6818.0 ... 24557.59 6792.0 6800.0 PX
121 PX603 20250901 0.0 0.0 ... 0.00 6786.0 6786.0 PX
122 PX604 20250901 0.0 0.0 ... 0.00 6808.0 6812.0 PX
123 PX605 20250901 6780.0 6812.0 ... 261.25 6786.0 6802.0 PX
124 PX606 20250901 6784.0 6784.0 ... 3.39 6784.0 6786.0 PX
125 PX607 20250901 6788.0 6816.0 ... 23.82 6806.0 6790.0 PX
126 PX608 20250901 6908.0 6908.0 ... 3.45 6908.0 6826.0 PX
127 RI509 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250901 2554.0 2575.0 ... 1268.11 2562.0 2554.0 RM
134 RM511 20250901 2546.0 2571.0 ... 20442.11 2558.0 2543.0 RM
135 RM601 20250901 2509.0 2530.0 ... 833339.36 2511.0 2496.0 RM
136 RM603 20250901 2415.0 2425.0 ... 14106.80 2412.0 2405.0 RM
137 RM605 20250901 2418.0 2426.0 ... 116202.97 2414.0 2411.0 RM
138 RM607 20250901 2407.0 2414.0 ... 5554.31 2401.0 2396.0 RM
139 RM608 20250901 2484.0 2492.0 ... 473.75 2480.0 2457.0 RM
140 RS509 20250901 4750.0 4750.0 ... 66.50 4750.0 4675.0 RS
141 RS511 20250901 5106.0 5106.0 ... 10.21 5106.0 5156.0 RS
142 RS607 20250901 0.0 0.0 ... 0.00 5550.0 5550.0 RS
143 RS608 20250901 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250901 1198.0 1198.0 ... 10688.91 1152.0 1170.0 SA
145 SA510 20250901 1230.0 1230.0 ... 66233.37 1202.0 1222.0 SA
146 SA511 20250901 1225.0 1228.0 ... 267213.34 1207.0 1228.0 SA
147 SA512 20250901 1282.0 1285.0 ... 132632.63 1260.0 1290.0 SA
148 SA601 20250901 1296.0 1296.0 ... 3883759.21 1270.0 1298.0 SA
149 SA602 20250901 1323.0 1324.0 ... 33343.12 1296.0 1324.0 SA
150 SA603 20250901 1330.0 1330.0 ... 8113.11 1305.0 1327.0 SA
151 SA604 20250901 1365.0 1366.0 ... 1914.88 1347.0 1368.0 SA
152 SA605 20250901 1373.0 1373.0 ... 119487.33 1348.0 1370.0 SA
153 SA606 20250901 1375.0 1375.0 ... 1748.07 1357.0 1377.0 SA
154 SA607 20250901 1381.0 1381.0 ... 1842.91 1361.0 1378.0 SA
155 SA608 20250901 1402.0 1402.0 ... 714.33 1390.0 1404.0 SA
156 SF509 20250901 5450.0 5450.0 ... 3511.62 5398.0 5364.0 SF
157 SF510 20250901 5336.0 5364.0 ... 50322.28 5308.0 5382.0 SF
158 SF511 20250901 5526.0 5544.0 ... 580676.15 5486.0 5566.0 SF
159 SF512 20250901 5494.0 5498.0 ... 65521.15 5444.0 5542.0 SF
160 SF601 20250901 5498.0 5500.0 ... 182908.31 5452.0 5538.0 SF
161 SF602 20250901 5452.0 5466.0 ... 22770.98 5418.0 5502.0 SF
162 SF603 20250901 5622.0 5648.0 ... 215.67 5602.0 5694.0 SF
163 SF604 20250901 5584.0 5628.0 ... 11.18 5592.0 5676.0 SF
164 SF605 20250901 5634.0 5634.0 ... 2429.86 5592.0 5674.0 SF
165 SF606 20250901 5602.0 5602.0 ... 172.37 5560.0 5638.0 SF
166 SF607 20250901 5784.0 5784.0 ... 108.79 5726.0 5786.0 SF
167 SF608 20250901 5784.0 5784.0 ... 37.14 5714.0 5784.0 SF
168 SH509 20250901 2482.0 2568.0 ... 1236.00 2512.0 2495.0 SH
169 SH510 20250901 2635.0 2717.0 ... 354916.60 2669.0 2622.0 SH
170 SH511 20250901 2669.0 2764.0 ... 1102451.44 2705.0 2649.0 SH
171 SH512 20250901 2687.0 2769.0 ... 298006.25 2714.0 2673.0 SH
172 SH601 20250901 2670.0 2736.0 ... 5424223.30 2690.0 2660.0 SH
173 SH602 20250901 2684.0 2741.0 ... 77792.76 2694.0 2675.0 SH
174 SH603 20250901 2690.0 2748.0 ... 8104.42 2715.0 2687.0 SH
175 SH604 20250901 2728.0 2785.0 ... 1645.94 2757.0 2738.0 SH
176 SH605 20250901 2752.0 2797.0 ... 72415.78 2765.0 2753.0 SH
177 SH606 20250901 2758.0 2794.0 ... 556.56 2769.0 2762.0 SH
178 SH607 20250901 2751.0 2775.0 ... 181.83 2755.0 2747.0 SH
179 SH608 20250901 2755.0 2789.0 ... 447.82 2764.0 2752.0 SH
180 SM509 20250901 5672.0 5672.0 ... 9524.38 5624.0 5678.0 SM
181 SM510 20250901 5658.0 5658.0 ... 33322.25 5622.0 5692.0 SM
182 SM511 20250901 5700.0 5770.0 ... 134900.58 5704.0 5770.0 SM
183 SM512 20250901 5750.0 5750.0 ... 45444.14 5714.0 5772.0 SM
184 SM601 20250901 5750.0 5754.0 ... 541526.24 5716.0 5786.0 SM
185 SM602 20250901 5736.0 5752.0 ... 26467.44 5732.0 5800.0 SM
186 SM603 20250901 5744.0 5758.0 ... 112.00 5744.0 5806.0 SM
187 SM604 20250901 0.0 0.0 ... 0.00 5778.0 5810.0 SM
188 SM605 20250901 5798.0 5798.0 ... 8068.68 5760.0 5830.0 SM
189 SM606 20250901 5768.0 5770.0 ... 28.78 5756.0 5824.0 SM
190 SM607 20250901 5812.0 5812.0 ... 112.78 5784.0 5844.0 SM
191 SM608 20250901 5828.0 5830.0 ... 43.52 5804.0 5874.0 SM
192 SR509 20250901 5581.0 5630.0 ... 1773.13 5611.0 5598.0 SR
193 SR511 20250901 5582.0 5601.0 ... 153323.50 5588.0 5586.0 SR
194 SR601 20250901 5600.0 5612.0 ... 784954.64 5602.0 5600.0 SR
195 SR603 20250901 5580.0 5590.0 ... 1908.89 5582.0 5579.0 SR
196 SR605 20250901 5565.0 5574.0 ... 26958.98 5567.0 5560.0 SR
197 SR607 20250901 5563.0 5570.0 ... 862.35 5564.0 5556.0 SR
198 TA509 20250901 4762.0 4762.0 ... 32404.11 4720.0 4718.0 TA
199 TA510 20250901 4772.0 4784.0 ... 154615.01 4756.0 4762.0 TA
200 TA511 20250901 4764.0 4784.0 ... 139832.74 4758.0 4766.0 TA
201 TA512 20250901 4782.0 4790.0 ... 58866.19 4766.0 4768.0 TA
202 TA601 20250901 4790.0 4794.0 ... 1258698.51 4770.0 4774.0 TA
203 TA602 20250901 4794.0 4800.0 ... 15056.82 4778.0 4800.0 TA
204 TA603 20250901 4810.0 4812.0 ... 198.79 4790.0 4814.0 TA
205 TA604 20250901 0.0 0.0 ... 0.00 4806.0 4812.0 TA
206 TA605 20250901 4826.0 4832.0 ... 33991.04 4804.0 4812.0 TA
207 TA606 20250901 0.0 0.0 ... 0.00 4816.0 4816.0 TA
208 TA607 20250901 4834.0 4834.0 ... 4.82 4822.0 4846.0 TA
209 TA608 20250901 0.0 0.0 ... 0.00 4842.0 4858.0 TA
210 UR509 20250901 1707.0 1707.0 ... 1233.43 1671.0 1688.0 UR
211 UR510 20250901 1696.0 1699.0 ... 13660.85 1688.0 1708.0 UR
212 UR511 20250901 1736.0 1744.0 ... 33786.51 1732.0 1746.0 UR
213 UR512 20250901 1729.0 1744.0 ... 15810.96 1734.0 1748.0 UR
214 UR601 20250901 1742.0 1750.0 ... 636251.78 1737.0 1750.0 UR
215 UR602 20250901 1737.0 1745.0 ... 582.79 1734.0 1746.0 UR
216 UR603 20250901 1778.0 1789.0 ... 188.50 1778.0 1786.0 UR
217 UR604 20250901 1779.0 1779.0 ... 10.66 1777.0 1787.0 UR
218 UR605 20250901 1783.0 1791.0 ... 19103.11 1780.0 1790.0 UR
219 UR606 20250901 1779.0 1779.0 ... 120.60 1774.0 1784.0 UR
220 UR607 20250901 1787.0 1795.0 ... 125.26 1789.0 1796.0 UR
221 UR608 20250901 1784.0 1792.0 ... 35.71 1785.0 1791.0 UR
222 WH509 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-02 18:26:10,163 - future_1d - INFO - ak.get_czce_daily('2025-09-01') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250901 ... 79750 79200 CU
1 1 CU2510 20250901 ... 79710 79220 CU
2 2 CU2511 20250901 ... 79690 79220 CU
3 3 CU2512 20250901 ... 79620 79160 CU
4 4 CU2601 20250901 ... 79580 79160 CU
5 5 CU2602 20250901 ... 79580 79090 CU
6 6 CU2603 20250901 ... 79620 79070 CU
7 7 CU2604 20250901 ... 79640 79230 CU
8 8 CU2605 20250901 ... 79620 79140 CU
9 9 CU2606 20250901 ... 79610 79240 CU
10 10 CU2607 20250901 ... 79660 79180 CU
11 11 CU2608 20250901 ... 79660 79240 CU
12 12 BC2509 20250901 ... 70580 70040 BC
13 13 BC2510 20250901 ... 70760 70260 BC
14 14 BC2511 20250901 ... 70750 70270 BC
15 15 BC2512 20250901 ... 70740 70180 BC
16 16 BC2601 20250901 ... 70590 69980 BC
17 17 BC2602 20250901 ... 70400 70100 BC
18 18 BC2603 20250901 ... 71470 70100 BC
19 19 BC2604 20250901 ... 70370 69390 BC
20 20 BC2605 20250901 ... 70370 69410 BC
21 21 BC2606 20250901 ... 70210 69790 BC
22 22 BC2607 20250901 ... 70130 69370 BC
23 23 BC2608 20250901 ... 70100 69370 BC
24 24 AL2509 20250901 ... 20675 20740 AL
25 25 AL2510 20250901 ... 20670 20730 AL
26 26 AL2511 20250901 ... 20650 20715 AL
27 27 AL2512 20250901 ... 20625 20695 AL
28 28 AL2601 20250901 ... 20605 20680 AL
29 29 AL2602 20250901 ... 20610 20685 AL
30 30 AL2603 20250901 ... 20655 20710 AL
31 31 AL2604 20250901 ... 20680 20720 AL
32 32 AL2605 20250901 ... 20690 20750 AL
33 33 AL2606 20250901 ... 20695 20755 AL
34 34 AL2607 20250901 ... 20700 20755 AL
35 35 AL2608 20250901 ... 20715 20745 AL
36 36 ZN2509 20250901 ... 22155 22080 ZN
37 37 ZN2510 20250901 ... 22195 22095 ZN
38 38 ZN2511 20250901 ... 22180 22095 ZN
39 39 ZN2512 20250901 ... 22190 22105 ZN
40 40 ZN2601 20250901 ... 22200 22110 ZN
41 41 ZN2602 20250901 ... 22195 22120 ZN
42 42 ZN2603 20250901 ... 22225 22180 ZN
43 43 ZN2604 20250901 ... 22250 22180 ZN
44 44 ZN2605 20250901 ... 22285 22195 ZN
45 45 ZN2606 20250901 ... 22265 22170 ZN
46 46 ZN2607 20250901 ... 22275 22170 ZN
47 47 ZN2608 20250901 ... 22295 22190 ZN
48 48 PB2509 20250901 ... 16795 16810 PB
49 49 PB2510 20250901 ... 16840 16850 PB
50 50 PB2511 20250901 ... 16855 16860 PB
51 51 PB2512 20250901 ... 16880 16875 PB
52 52 PB2601 20250901 ... 16890 16885 PB
53 53 PB2602 20250901 ... 16955 16965 PB
54 54 PB2603 20250901 ... 16995 16950 PB
55 55 PB2604 20250901 ... 16990 16975 PB
56 56 PB2605 20250901 ... 17035 17015 PB
57 57 PB2606 20250901 ... 17070 17105 PB
58 58 PB2607 20250901 ... 17120 17125 PB
59 59 PB2608 20250901 ... 17150 17105 PB
60 60 NI2509 20250901 ... 122460 121010 NI
61 61 NI2510 20250901 ... 122770 121300 NI
62 62 NI2511 20250901 ... 122990 121410 NI
63 63 NI2512 20250901 ... 123180 121570 NI
64 64 NI2601 20250901 ... 123370 121830 NI
65 65 NI2602 20250901 ... 123570 122050 NI
66 66 NI2603 20250901 ... 123680 122310 NI
67 67 NI2604 20250901 ... 123980 122650 NI
68 68 NI2605 20250901 ... 124310 122920 NI
69 69 NI2606 20250901 ... 124440 123120 NI
70 70 NI2607 20250901 ... 124500 123280 NI
71 71 NI2608 20250901 ... 125420 123480 NI
72 72 SN2509 20250901 ... 273340 274520 SN
73 73 SN2510 20250901 ... 273770 275810 SN
74 74 SN2511 20250901 ... 274070 276040 SN
75 75 SN2512 20250901 ... 274230 276090 SN
76 76 SN2601 20250901 ... 273920 275800 SN
77 77 SN2602 20250901 ... 273260 274410 SN
78 78 SN2603 20250901 ... 273800 275990 SN
79 79 SN2604 20250901 ... 275560 274310 SN
80 80 SN2605 20250901 ... 273970 276340 SN
81 81 SN2606 20250901 ... 273820 278230 SN
82 82 SN2607 20250901 ... 273970 276450 SN
83 83 SN2608 20250901 ... 274470 275770 SN
84 84 AO2509 20250901 ... 2982 3006 AO
85 85 AO2510 20250901 ... 2992 3019 AO
86 86 AO2511 20250901 ... 2999 3022 AO
87 87 AO2512 20250901 ... 3007 3025 AO
88 88 AO2601 20250901 ... 3009 3030 AO
89 89 AO2602 20250901 ... 3006 3025 AO
90 90 AO2603 20250901 ... 3009 3025 AO
91 91 AO2604 20250901 ... 3022 3041 AO
92 92 AO2605 20250901 ... 3023 3044 AO
93 93 AO2606 20250901 ... 3025 3048 AO
94 94 AO2607 20250901 ... 3034 3052 AO
95 95 AO2608 20250901 ... 3041 3049 AO
96 96 AD2511 20250901 ... 20275 20320 AD
97 97 AD2512 20250901 ... 20275 20335 AD
98 98 AD2601 20250901 ... 20325 20245 AD
99 99 AD2602 20250901 ... 20210 20210 AD
100 100 AD2603 20250901 ... 20220 20220 AD
101 101 AD2604 20250901 ... 19975 19975 AD
102 102 AD2605 20250901 ... 20040 20095 AD
103 103 AD2606 20250901 ... 19935 19935 AD
104 104 AD2607 20250901 ... 19925 19925 AD
105 105 AD2608 20250901 ... 20170 20315 AD
106 106 AU2509 20250901 ... 796.82 783.22 AU
107 107 AU2510 20250901 ... 794.72 784.26 AU
108 108 AU2511 20250901 ... 798.14 785.6 AU
109 109 AU2512 20250901 ... 797.72 786.56 AU
110 110 AU2602 20250901 ... 800.18 788.54 AU
111 111 AU2604 20250901 ... 802.12 790.86 AU
112 112 AU2606 20250901 ... 804.5 793 AU
113 113 AU2608 20250901 ... 805.4 795.26 AU
114 114 AG2509 20250901 ... 9626 9374 AG
115 115 AG2510 20250901 ... 9600 9385 AG
116 116 AG2511 20250901 ... 9594 9397 AG
117 117 AG2512 20250901 ... 9632 9409 AG
118 118 AG2601 20250901 ... 9648 9417 AG
119 119 AG2602 20250901 ... 9632 9428 AG
120 120 AG2603 20250901 ... 9662 9442 AG
121 121 AG2604 20250901 ... 9672 9460 AG
122 122 AG2605 20250901 ... 9696 9469 AG
123 123 AG2606 20250901 ... 9703 9486 AG
124 124 AG2607 20250901 ... 9699 9497 AG
125 125 AG2608 20250901 ... 9732 9516 AG
126 126 RB2509 20250901 ... 2978 3057 RB
127 127 RB2510 20250901 ... 3062 3107 RB
128 128 RB2511 20250901 ... 3065 3106 RB
129 129 RB2512 20250901 ... 3109 3157 RB
130 130 RB2601 20250901 ... 3122 3175 RB
131 131 RB2602 20250901 ... 3108 3161 RB
132 132 RB2603 20250901 ... 3121 3173 RB
133 133 RB2604 20250901 ... 3149 3199 RB
134 134 RB2605 20250901 ... 3165 3217 RB
135 135 RB2606 20250901 ... 3182 3236 RB
136 136 RB2607 20250901 ... 3195 3246 RB
137 137 RB2608 20250901 ... 3197 3242 RB
138 138 WR2509 20250901 ... 3342 3342 WR
139 139 WR2510 20250901 ... 3264 3316 WR
140 140 WR2511 20250901 ... 3282 3284 WR
141 141 WR2512 20250901 ... 3409 3439 WR
142 142 WR2601 20250901 ... 3380 3380 WR
143 143 WR2602 20250901 ... 3355 3365 WR
144 144 WR2603 20250901 ... 3438 3438 WR
145 145 WR2604 20250901 ... 3455 3455 WR
146 146 WR2605 20250901 ... 3429 3429 WR
147 147 WR2606 20250901 ... 3396 3396 WR
148 148 WR2607 20250901 ... 3417 3449 WR
149 149 WR2608 20250901 ... 3344 3344 WR
150 150 HC2509 20250901 ... 3341 3397 HC
151 151 HC2510 20250901 ... 3326 3366 HC
152 152 HC2511 20250901 ... 3324 3360 HC
153 153 HC2512 20250901 ... 3323 3362 HC
154 154 HC2601 20250901 ... 3310 3356 HC
155 155 HC2602 20250901 ... 3297 3367 HC
156 156 HC2603 20250901 ... 3308 3354 HC
157 157 HC2604 20250901 ... 3311 3369 HC
158 158 HC2605 20250901 ... 3314 3359 HC
159 159 HC2606 20250901 ... 3322 3362 HC
160 160 HC2607 20250901 ... 3316 3363 HC
161 161 HC2608 20250901 ... 3304 3361 HC
162 162 SS2509 20250901 ... 12805 12725 SS
163 163 SS2510 20250901 ... 12875 12805 SS
164 164 SS2511 20250901 ... 12945 12870 SS
165 165 SS2512 20250901 ... 13000 12930 SS
166 166 SS2601 20250901 ... 13055 12990 SS
167 167 SS2602 20250901 ... 13080 13035 SS
168 168 SS2603 20250901 ... 13175 13110 SS
169 169 SS2604 20250901 ... 13240 13175 SS
170 170 SS2605 20250901 ... 13305 13255 SS
171 171 SS2606 20250901 ... 13320 13310 SS
172 172 SS2607 20250901 ... 13410 13330 SS
173 173 SS2608 20250901 ... 13410 13405 SS
174 174 SC2510 20250901 ... 483.6 482.9 SC
175 175 SC2511 20250901 ... 484 483.7 SC
176 176 SC2512 20250901 ... 483.8 483.6 SC
177 177 SC2601 20250901 ... 482.9 482.7 SC
178 178 SC2602 20250901 ... 482 482.2 SC
179 179 SC2603 20250901 ... 479.8 480.7 SC
180 180 SC2604 20250901 ... 478.7 478.4 SC
181 181 SC2605 20250901 ... 477.5 478.9 SC
182 182 SC2606 20250901 ... 476.9 476.9 SC
183 183 SC2607 20250901 ... 473.4 476 SC
184 184 SC2608 20250901 ... 475.3 476.5 SC
185 185 SC2609 20250901 ... 470.6 476.1 SC
186 186 SC2612 20250901 ... 476.6 480.9 SC
187 187 SC2703 20250901 ... 475.9 477 SC
188 188 SC2706 20250901 ... 475 476.4 SC
189 189 SC2709 20250901 ... 471.3 474.8 SC
190 190 SC2712 20250901 ... 471.3 474.4 SC
191 191 SC2803 20250901 ... 471.4 471.4 SC
192 192 SC2806 20250901 ... 469 469 SC
193 193 SC2809 20250901 ... 469 469 SC
194 194 LU2510 20250901 ... 3458 3483 LU
195 195 LU2511 20250901 ... 3471 3491 LU
196 196 LU2512 20250901 ... 3457 3473 LU
197 197 LU2601 20250901 ... 3443 3454 LU
198 198 LU2602 20250901 ... 3413 3419 LU
199 199 LU2603 20250901 ... 3396 3434 LU
200 200 LU2604 20250901 ... 3391 3415 LU
201 201 LU2605 20250901 ... 3374 3407 LU
202 202 LU2606 20250901 ... 3373 3424 LU
203 203 LU2607 20250901 ... 3392 3412 LU
204 204 LU2608 20250901 ... 3386 3407 LU
205 205 LU2609 20250901 ... 3374 3407 LU
206 206 FU2510 20250901 ... 2820 2825 FU
207 207 FU2511 20250901 ... 2822 2817 FU
208 208 FU2512 20250901 ... 2814 2804 FU
209 209 FU2601 20250901 ... 2804 2797 FU
210 210 FU2602 20250901 ... 2790 2784 FU
211 211 FU2603 20250901 ... 2773 2768 FU
212 212 FU2604 20250901 ... 2770 2768 FU
213 213 FU2605 20250901 ... 2761 2753 FU
214 214 FU2606 20250901 ... 2760 2743 FU
215 215 FU2607 20250901 ... 2737 2728 FU
216 216 FU2608 20250901 ... 2730 2717 FU
217 217 FU2609 20250901 ... 2722 2717 FU
218 218 BU2509 20250901 ... 3527 3526 BU
219 219 BU2510 20250901 ... 3510 3505 BU
220 220 BU2511 20250901 ... 3491 3482 BU
221 221 BU2512 20250901 ... 3436 3428 BU
222 222 BU2601 20250901 ... 3403 3392 BU
223 223 BU2602 20250901 ... 3406 3398 BU
224 224 BU2603 20250901 ... 3412 3381 BU
225 225 BU2604 20250901 ... 3406 3400 BU
226 226 BU2605 20250901 ... 3403 3394 BU
227 227 BU2606 20250901 ... 3411 3387 BU
228 228 BU2607 20250901 ... 3386 3379 BU
229 229 BU2608 20250901 ... 3367 3367 BU
230 230 BU2609 20250901 ... 3382 3363 BU
231 231 BU2612 20250901 ... 3329 3322 BU
232 232 BU2703 20250901 ... 3334 3322 BU
233 233 BU2706 20250901 ... 3324 3310 BU
234 234 BR2509 20250901 ... 11870 11845 BR
235 235 BR2510 20250901 ... 11865 11855 BR
236 236 BR2511 20250901 ... 11845 11825 BR
237 237 BR2512 20250901 ... 11835 11810 BR
238 238 BR2601 20250901 ... 11840 11805 BR
239 239 BR2602 20250901 ... 11940 11865 BR
240 240 BR2603 20250901 ... 11865 11855 BR
241 241 BR2604 20250901 ... 11885 11890 BR
242 242 BR2605 20250901 ... 11930 11900 BR
243 243 BR2606 20250901 ... 11980 11870 BR
244 244 BR2607 20250901 ... 12015 12015 BR
245 245 BR2608 20250901 ... 12000 12000 BR
246 246 RU2509 20250901 ... 14875 14870 RU
247 247 RU2510 20250901 ... 14890 14870 RU
248 248 RU2511 20250901 ... 14865 14855 RU
249 249 RU2601 20250901 ... 15840 15830 RU
250 250 RU2603 20250901 ... 15870 15855 RU
251 251 RU2604 20250901 ... 15870 15895 RU
252 252 RU2605 20250901 ... 15930 15915 RU
253 253 RU2606 20250901 ... 15990 16000 RU
254 254 RU2607 20250901 ... 15970 15930 RU
255 255 RU2608 20250901 ... 16030 16095 RU
256 256 NR2509 20250901 ... 12640 12610 NR
257 257 NR2510 20250901 ... 12675 12670 NR
258 258 NR2511 20250901 ... 12715 12705 NR
259 259 NR2512 20250901 ... 12745 12735 NR
260 260 NR2601 20250901 ... 12780 12780 NR
261 261 NR2602 20250901 ... 12765 12765 NR
262 262 NR2603 20250901 ... 12760 12810 NR
263 263 NR2604 20250901 ... 12780 12840 NR
264 264 NR2605 20250901 ... 12815 12860 NR
265 265 NR2606 20250901 ... 12855 12980 NR
266 266 NR2607 20250901 ... 12865 12835 NR
267 267 NR2608 20250901 ... 12905 12890 NR
268 268 SP2509 20250901 ... 4980 4944 SP
269 269 SP2510 20250901 ... 5004 4972 SP
270 270 SP2511 20250901 ... 5032 4994 SP
271 271 SP2512 20250901 ... 5046 5012 SP
272 272 SP2601 20250901 ... 5340 5322 SP
273 273 SP2602 20250901 ... 5336 5312 SP
274 274 SP2603 20250901 ... 5352 5326 SP
275 275 SP2604 20250901 ... 5362 5328 SP
276 276 SP2605 20250901 ... 5366 5346 SP
277 277 SP2606 20250901 ... 5366 5374 SP
278 278 SP2607 20250901 ... 5378 5352 SP
279 279 SP2608 20250901 ... 5372 5358 SP
280 280 EC2510 20250901 ... 1293.8 1272 EC
281 281 EC2512 20250901 ... 1621.9 1562.6 EC
282 282 EC2602 20250901 ... 1439.5 1406 EC
283 283 EC2604 20250901 ... 1230.5 1210.6 EC
284 284 EC2606 20250901 ... 1407.4 1375.1 EC
285 285 EC2608 20250901 ... 1599.5 1562.7 EC
286 287 SC_TAS2510 20250901 ... SC_TAS
287 288 SC_TAS2511 20250901 ... SC_TAS
288 289 SC_TAS2512 20250901 ... SC_TAS
289 290 SC_TAS2601 20250901 ... SC_TAS
[290 rows x 13 columns]
2025-09-02 18:26:10,266 - future_1d - INFO - ak.get_shfe_daily('2025-09-01') done
2025-09-02 18:26:12,024 - future_1d - INFO - save future_daily 2025-09-01 completed
symbol date open ... settle pre_settle variety
0 a2509 20250902 4127.00 ... 4122.00 4092.00 A
1 a2511 20250902 3965.00 ... 3969.00 3961.00 A
2 a2601 20250902 3960.00 ... 3966.00 3962.00 A
3 a2603 20250902 3961.00 ... 3967.00 3961.00 A
4 a2605 20250902 4008.00 ... 4013.00 4005.00 A
5 a2607 20250902 4010.00 ... 4018.00 4008.00 A
6 b2509 20250902 0.00 ... 3695.00 3695.00 B
7 b2510 20250902 3695.00 ... 3695.00 3702.00 B
8 b2511 20250902 3724.00 ... 3734.00 3736.00 B
9 b2512 20250902 3770.00 ... 3768.00 3768.00 B
10 b2601 20250902 3760.00 ... 3771.00 3763.00 B
11 b2602 20250902 3761.00 ... 3748.00 3746.00 B
12 b2603 20250902 3708.00 ... 3703.00 3694.00 B
13 b2604 20250902 3601.00 ... 3605.00 3599.00 B
14 b2605 20250902 3538.00 ... 3533.00 3531.00 B
15 b2606 20250902 3530.00 ... 3516.00 3518.00 B
16 b2607 20250902 3527.00 ... 3521.00 3524.00 B
17 b2608 20250902 3608.00 ... 3614.00 3596.00 B
18 bb2509 20250902 0.00 ... 136.00 136.00 BB
19 bb2511 20250902 144.15 ... 144.00 143.60 BB
20 bb2601 20250902 146.65 ... 147.25 146.65 BB
21 bb2603 20250902 0.00 ... 146.40 146.40 BB
22 bb2605 20250902 0.00 ... 140.80 140.25 BB
23 bb2607 20250902 0.00 ... 146.55 146.00 BB
24 bz2603 20250902 6045.00 ... 5966.00 6002.00 BZ
25 bz2604 20250902 6004.00 ... 5955.00 5991.00 BZ
26 bz2605 20250902 5985.00 ... 5978.00 5985.00 BZ
27 bz2606 20250902 5935.00 ... 5935.00 5949.00 BZ
28 bz2607 20250902 5980.00 ... 5980.00 5971.00 BZ
29 bz2608 20250902 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250902 2264.00 ... 2265.00 2240.00 C
31 c2511 20250902 2196.00 ... 2206.00 2190.00 C
32 c2601 20250902 2183.00 ... 2190.00 2180.00 C
33 c2603 20250902 2200.00 ... 2207.00 2197.00 C
34 c2605 20250902 2250.00 ... 2256.00 2247.00 C
35 c2607 20250902 2263.00 ... 2267.00 2259.00 C
36 cs2509 20250902 2487.00 ... 2487.00 2489.00 CS
37 cs2511 20250902 2503.00 ... 2515.00 2499.00 CS
38 cs2601 20250902 2535.00 ... 2545.00 2532.00 CS
39 cs2603 20250902 2540.00 ... 2551.00 2537.00 CS
40 cs2605 20250902 2610.00 ... 2617.00 2606.00 CS
41 cs2607 20250902 2618.00 ... 2620.00 2613.00 CS
42 eb2509 20250902 6924.00 ... 6907.00 6924.00 EB
43 eb2510 20250902 7020.00 ... 6968.00 7018.00 EB
44 eb2511 20250902 7058.00 ... 6995.00 7036.00 EB
45 eb2512 20250902 7080.00 ... 7028.00 7061.00 EB
46 eb2601 20250902 7116.00 ... 7068.00 7106.00 EB
47 eb2602 20250902 7139.00 ... 7092.00 7123.00 EB
48 eb2603 20250902 7138.00 ... 7115.00 7162.00 EB
49 eb2604 20250902 7169.00 ... 7151.00 7197.00 EB
50 eb2605 20250902 7216.00 ... 7172.00 7209.00 EB
51 eb2606 20250902 7199.00 ... 7197.00 7194.00 EB
52 eb2607 20250902 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250902 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250902 4414.00 ... 4382.00 4414.00 EG
55 eg2510 20250902 4408.00 ... 4371.00 4414.00 EG
56 eg2511 20250902 4419.00 ... 4369.00 4435.00 EG
57 eg2512 20250902 4412.00 ... 4371.00 4448.00 EG
58 eg2601 20250902 4425.00 ... 4382.00 4438.00 EG
59 eg2602 20250902 4425.00 ... 4393.00 4463.00 EG
60 eg2603 20250902 4421.00 ... 4381.00 4476.00 EG
61 eg2604 20250902 4402.00 ... 4407.00 4518.00 EG
62 eg2605 20250902 4466.00 ... 4412.00 4474.00 EG
63 eg2606 20250902 4423.00 ... 4407.00 4465.00 EG
64 eg2607 20250902 4432.00 ... 4441.00 4511.00 EG
65 eg2608 20250902 0.00 ... 4483.00 4513.00 EG
66 fb2509 20250902 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250902 1275.50 ... 1276.50 1271.00 FB
68 fb2511 20250902 1263.00 ... 1272.50 1268.00 FB
69 fb2512 20250902 1259.00 ... 1266.00 1264.00 FB
70 fb2601 20250902 1251.50 ... 1260.50 1255.00 FB
71 fb2602 20250902 1239.50 ... 1250.50 1247.00 FB
72 fb2603 20250902 1258.50 ... 1253.50 1247.50 FB
73 fb2604 20250902 0.00 ... 1268.50 1283.50 FB
74 fb2605 20250902 1321.00 ... 1321.00 1311.00 FB
75 fb2606 20250902 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250902 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250902 0.00 ... 1302.50 1302.50 FB
78 i2509 20250902 804.50 ... 798.00 804.50 I
79 i2510 20250902 789.00 ... 791.00 791.00 I
80 i2511 20250902 782.50 ... 786.50 785.00 I
81 i2512 20250902 777.00 ... 781.00 781.50 I
82 i2601 20250902 768.50 ... 771.50 771.00 I
83 i2602 20250902 762.50 ... 766.50 767.00 I
84 i2603 20250902 757.50 ... 761.50 760.00 I
85 i2604 20250902 753.50 ... 756.50 757.00 I
86 i2605 20250902 745.50 ... 749.00 746.50 I
87 i2606 20250902 741.00 ... 745.00 745.50 I
88 i2607 20250902 737.50 ... 740.50 740.50 I
89 i2608 20250902 733.50 ... 737.00 736.00 I
90 j2509 20250902 1500.00 ... 1494.50 1507.50 J
91 j2510 20250902 1505.50 ... 1515.50 1514.50 J
92 j2511 20250902 1535.00 ... 1547.00 1544.00 J
93 j2512 20250902 1580.00 ... 1582.50 1592.50 J
94 j2601 20250902 1598.00 ... 1603.50 1603.50 J
95 j2602 20250902 1629.50 ... 1625.00 1631.50 J
96 j2603 20250902 1648.50 ... 1642.50 1639.00 J
97 j2604 20250902 1693.00 ... 1683.00 1696.00 J
98 j2605 20250902 1698.50 ... 1699.00 1692.00 J
99 j2606 20250902 1716.50 ... 1716.50 1723.00 J
100 j2607 20250902 0.00 ... 1725.00 1725.00 J
101 j2608 20250902 1702.00 ... 1702.00 1679.50 J
102 jd2509 20250902 2801.00 ... 2803.00 2824.00 JD
103 jd2510 20250902 2924.00 ... 2934.00 2948.00 JD
104 jd2511 20250902 2986.00 ... 2996.00 3000.00 JD
105 jd2512 20250902 3130.00 ... 3158.00 3157.00 JD
106 jd2601 20250902 3308.00 ... 3354.00 3337.00 JD
107 jd2602 20250902 3087.00 ... 3107.00 3094.00 JD
108 jd2603 20250902 3094.00 ... 3116.00 3100.00 JD
109 jd2604 20250902 3268.00 ... 3289.00 3264.00 JD
110 jd2605 20250902 3374.00 ... 3418.00 3359.00 JD
111 jd2606 20250902 3208.00 ... 3274.00 3192.00 JD
112 jd2607 20250902 3402.00 ... 3480.00 3401.00 JD
113 jd2608 20250902 3819.00 ... 3871.00 3799.00 JD
114 jm2509 20250902 963.00 ... 947.00 963.00 JM
115 jm2510 20250902 980.00 ... 970.50 985.00 JM
116 jm2511 20250902 1034.50 ... 1029.50 1034.50 JM
117 jm2512 20250902 1080.00 ... 1081.50 1083.50 JM
118 jm2601 20250902 1119.00 ... 1120.00 1121.50 JM
119 jm2602 20250902 1135.00 ... 1137.50 1136.00 JM
120 jm2603 20250902 1148.50 ... 1150.00 1148.00 JM
121 jm2604 20250902 1154.50 ... 1159.50 1159.50 JM
122 jm2605 20250902 1168.00 ... 1168.00 1165.50 JM
123 jm2606 20250902 1181.00 ... 1179.50 1176.50 JM
124 jm2607 20250902 1193.50 ... 1191.50 1187.50 JM
125 jm2608 20250902 1195.00 ... 1200.00 1202.00 JM
126 l2509 20250902 7209.00 ... 7207.00 7209.00 L
127 l2510 20250902 7260.00 ... 7251.00 7243.00 L
128 l2511 20250902 7262.00 ... 7259.00 7249.00 L
129 l2512 20250902 7272.00 ... 7262.00 7255.00 L
130 l2601 20250902 7275.00 ... 7261.00 7256.00 L
131 l2602 20250902 7261.00 ... 7254.00 7247.00 L
132 l2603 20250902 7256.00 ... 7247.00 7248.00 L
133 l2604 20250902 7281.00 ... 7273.00 7273.00 L
134 l2605 20250902 7285.00 ... 7259.00 7260.00 L
135 l2606 20250902 7242.00 ... 7242.00 7258.00 L
136 l2607 20250902 0.00 ... 7285.00 7285.00 L
137 l2608 20250902 0.00 ... 7277.00 7301.00 L
138 lg2509 20250902 797.50 ... 797.50 779.00 LG
139 lg2511 20250902 820.00 ... 814.00 818.50 LG
140 lg2601 20250902 830.00 ... 825.50 830.50 LG
141 lg2603 20250902 832.00 ... 829.50 834.00 LG
142 lg2605 20250902 834.00 ... 831.50 834.00 LG
143 lg2607 20250902 833.00 ... 833.50 835.50 LG
144 lh2509 20250902 13180.00 ... 13225.00 13160.00 LH
145 lh2511 20250902 13630.00 ... 13570.00 13625.00 LH
146 lh2601 20250902 13865.00 ... 13830.00 13885.00 LH
147 lh2603 20250902 13110.00 ... 13080.00 13120.00 LH
148 lh2605 20250902 13590.00 ... 13570.00 13560.00 LH
149 lh2607 20250902 14115.00 ... 14150.00 14120.00 LH
150 m2509 20250902 3002.00 ... 3013.00 3013.00 M
151 m2511 20250902 3018.00 ... 3028.00 3033.00 M
152 m2512 20250902 3061.00 ... 3066.00 3070.00 M
153 m2601 20250902 3054.00 ... 3056.00 3060.00 M
154 m2603 20250902 2985.00 ... 2987.00 2988.00 M
155 m2605 20250902 2815.00 ... 2815.00 2819.00 M
156 m2607 20250902 2802.00 ... 2802.00 2807.00 M
157 m2608 20250902 2928.00 ... 2928.00 2933.00 M
158 p2509 20250902 9450.00 ... 9408.00 9314.00 P
159 p2510 20250902 9352.00 ... 9420.00 9292.00 P
160 p2511 20250902 9320.00 ... 9402.00 9286.00 P
161 p2512 20250902 9374.00 ... 9424.00 9306.00 P
162 p2601 20250902 9388.00 ... 9442.00 9326.00 P
163 p2602 20250902 9340.00 ... 9378.00 9290.00 P
164 p2603 20250902 9286.00 ... 9332.00 9240.00 P
165 p2604 20250902 9282.00 ... 9284.00 9164.00 P
166 p2605 20250902 9130.00 ... 9186.00 9086.00 P
167 p2606 20250902 9078.00 ... 9092.00 8992.00 P
168 p2607 20250902 8978.00 ... 8980.00 8874.00 P
169 p2608 20250902 8938.00 ... 8920.00 8812.00 P
170 pg2509 20250902 3700.00 ... 3739.00 3693.00 PG
171 pg2510 20250902 4404.00 ... 4433.00 4364.00 PG
172 pg2511 20250902 4321.00 ... 4348.00 4282.00 PG
173 pg2512 20250902 4241.00 ... 4283.00 4219.00 PG
174 pg2601 20250902 4176.00 ... 4219.00 4160.00 PG
175 pg2602 20250902 4107.00 ... 4154.00 4100.00 PG
176 pg2603 20250902 4021.00 ... 4063.00 4021.00 PG
177 pg2604 20250902 4370.00 ... 4379.00 4326.00 PG
178 pg2605 20250902 4276.00 ... 4296.00 4251.00 PG
179 pg2606 20250902 4202.00 ... 4202.00 4206.00 PG
180 pg2607 20250902 4176.00 ... 4177.00 4111.00 PG
181 pg2608 20250902 4164.00 ... 4140.00 4120.00 PG
182 pp2509 20250902 6872.00 ... 6867.00 6862.00 PP
183 pp2510 20250902 6923.00 ... 6907.00 6904.00 PP
184 pp2511 20250902 6936.00 ... 6930.00 6926.00 PP
185 pp2512 20250902 6962.00 ... 6950.00 6942.00 PP
186 pp2601 20250902 6967.00 ... 6953.00 6949.00 PP
187 pp2602 20250902 6938.00 ... 6929.00 6927.00 PP
188 pp2603 20250902 6938.00 ... 6932.00 6932.00 PP
189 pp2604 20250902 6977.00 ... 6977.00 6960.00 PP
190 pp2605 20250902 6980.00 ... 6971.00 6973.00 PP
191 pp2606 20250902 6955.00 ... 6948.00 6946.00 PP
192 pp2607 20250902 6938.00 ... 6936.00 6941.00 PP
193 pp2608 20250902 6928.00 ... 6933.00 6937.00 PP
194 rr2509 20250902 0.00 ... 3558.00 3558.00 RR
195 rr2510 20250902 3613.00 ... 3611.00 3611.00 RR
196 rr2511 20250902 3613.00 ... 3611.00 3612.00 RR
197 rr2512 20250902 3608.00 ... 3608.00 3608.00 RR
198 rr2601 20250902 3623.00 ... 3621.00 3621.00 RR
199 rr2602 20250902 3603.00 ... 3606.00 3604.00 RR
200 rr2603 20250902 0.00 ... 3609.00 3602.00 RR
201 rr2604 20250902 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250902 3620.00 ... 3620.00 3610.00 RR
203 rr2606 20250902 3611.00 ... 3611.00 3607.00 RR
204 rr2607 20250902 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250902 0.00 ... 3625.00 3625.00 RR
206 v2509 20250902 4717.00 ... 4732.00 4721.00 V
207 v2510 20250902 4784.00 ... 4782.00 4769.00 V
208 v2511 20250902 4809.00 ... 4818.00 4805.00 V
209 v2512 20250902 4848.00 ... 4855.00 4842.00 V
210 v2601 20250902 4883.00 ... 4892.00 4881.00 V
211 v2602 20250902 4924.00 ... 4932.00 4917.00 V
212 v2603 20250902 4961.00 ... 4964.00 4955.00 V
213 v2604 20250902 5153.00 ... 5167.00 5156.00 V
214 v2605 20250902 5200.00 ... 5189.00 5183.00 V
215 v2606 20250902 5208.00 ... 5230.00 5208.00 V
216 v2607 20250902 5238.00 ... 5259.00 5244.00 V
217 v2608 20250902 5285.00 ... 5289.00 5277.00 V
218 y2509 20250902 8400.00 ... 8410.00 8400.00 Y
219 y2511 20250902 8384.00 ... 8384.00 8358.00 Y
220 y2512 20250902 8408.00 ... 8410.00 8380.00 Y
221 y2601 20250902 8360.00 ... 8364.00 8330.00 Y
222 y2603 20250902 8304.00 ... 8314.00 8262.00 Y
223 y2605 20250902 8052.00 ... 8076.00 8040.00 Y
224 y2607 20250902 8030.00 ... 8044.00 8006.00 Y
225 y2608 20250902 8022.00 ... 8042.00 7994.00 Y
[226 rows x 12 columns]
2025-09-02 18:26:21,303 - future_1d - INFO - ak.get_dce_daily('2025-09-02') done
symbol date open ... settle pre_settle variety
0 PS2509 20250902 52230.0 ... 52035.0 49445.0 PS
1 PS2510 20250902 52030.0 ... 52120.0 50110.0 PS
2 PS2511 20250902 52360.0 ... 51985.0 49895.0 PS
3 PS2512 20250902 54000.0 ... 54245.0 52290.0 PS
4 PS2601 20250902 54345.0 ... 54225.0 52450.0 PS
5 PS2602 20250902 54750.0 ... 54385.0 52440.0 PS
6 PS2603 20250902 54810.0 ... 54640.0 52905.0 PS
7 PS2604 20250902 54845.0 ... 54715.0 52735.0 PS
8 PS2605 20250902 54955.0 ... 54555.0 53005.0 PS
9 PS2606 20250902 56900.0 ... 56825.0 55420.0 PS
10 PS2607 20250902 56640.0 ... 56985.0 55465.0 PS
11 PS2608 20250902 57395.0 ... 57000.0 55185.0 PS
13 SI2509 20250902 8540.0 ... 8495.0 8310.0 SI
14 SI2510 20250902 8540.0 ... 8505.0 8335.0 SI
15 SI2511 20250902 8480.0 ... 8515.0 8375.0 SI
16 SI2512 20250902 8810.0 ... 8880.0 8775.0 SI
17 SI2601 20250902 8845.0 ... 8885.0 8760.0 SI
18 SI2602 20250902 8770.0 ... 8815.0 8750.0 SI
19 SI2603 20250902 8850.0 ... 8900.0 8780.0 SI
20 SI2604 20250902 8900.0 ... 8895.0 8845.0 SI
21 SI2605 20250902 8910.0 ... 8930.0 8795.0 SI
22 SI2606 20250902 8960.0 ... 8925.0 8825.0 SI
23 SI2607 20250902 8990.0 ... 8960.0 8855.0 SI
24 SI2608 20250902 9010.0 ... 8980.0 8790.0 SI
27 LC2509 20250902 76300.0 ... 74980.0 76320.0 LC
28 LC2510 20250902 75460.0 ... 74160.0 75980.0 LC
29 LC2511 20250902 75040.0 ... 74180.0 75880.0 LC
30 LC2512 20250902 75180.0 ... 73940.0 75640.0 LC
31 LC2601 20250902 75000.0 ... 73920.0 75480.0 LC
32 LC2602 20250902 74460.0 ... 73420.0 75060.0 LC
33 LC2603 20250902 74900.0 ... 73420.0 74940.0 LC
34 LC2604 20250902 74660.0 ... 73660.0 75180.0 LC
35 LC2605 20250902 74880.0 ... 73420.0 75140.0 LC
36 LC2606 20250902 74540.0 ... 73280.0 74540.0 LC
37 LC2607 20250902 74400.0 ... 73260.0 74600.0 LC
38 LC2608 20250902 73980.0 ... 73420.0 74780.0 LC
[36 rows x 12 columns]
2025-09-02 18:26:21,507 - future_1d - INFO - ak.get_gfex_daily('2025-09-02') done
symbol date open ... settle pre_settle variety
0 IC2509 20250902 7026.000 ... 6878.000 7022.800 IC
1 IC2510 20250902 6965.200 ... 6828.000 6973.000 IC
2 IC2512 20250902 6859.400 ... 6726.200 6867.200 IC
3 IC2603 20250902 6715.200 ... 6582.800 6716.800 IC
4 IF2509 20250902 4516.000 ... 4472.800 4513.800 IF
5 IF2510 20250902 4505.000 ... 4466.600 4507.000 IF
6 IF2512 20250902 4487.200 ... 4452.200 4492.000 IF
7 IF2603 20250902 4469.800 ... 4432.000 4469.000 IF
8 IH2509 20250902 2984.000 ... 2987.600 2982.400 IH
9 IH2510 20250902 2981.600 ... 2986.600 2980.600 IH
10 IH2512 20250902 2985.000 ... 2985.400 2982.400 IH
11 IH2603 20250902 2987.000 ... 2985.200 2984.600 IH
12 IM2509 20250902 7383.200 ... 7230.800 7387.800 IM
13 IM2510 20250902 7319.000 ... 7174.600 7321.000 IM
14 IM2512 20250902 7187.000 ... 7037.000 7187.200 IM
15 IM2603 20250902 6995.200 ... 6860.600 7003.800 IM
16 T2509 20250902 108.250 ... 108.130 108.200 T
17 T2512 20250902 108.005 ... 107.930 107.985 T
18 T2603 20250902 107.755 ... 107.680 107.715 T
19 TF2509 20250902 105.705 ... 105.700 105.700 TF
20 TF2512 20250902 105.585 ... 105.550 105.590 TF
21 TF2603 20250902 105.550 ... 105.465 105.485 TF
22 TL2509 20250902 117.440 ... 117.150 117.280 TL
23 TL2512 20250902 116.960 ... 116.610 116.890 TL
24 TL2603 20250902 116.690 ... 116.280 116.550 TL
25 TS2509 20250902 102.356 ... 102.350 102.356 TS
26 TS2512 20250902 102.430 ... 102.410 102.428 TS
27 TS2603 20250902 102.364 ... 102.360 102.358 TS
[28 rows x 12 columns]
2025-09-02 18:26:21,584 - future_1d - INFO - ak.get_cffex_daily('2025-09-02') done
symbol date open ... settle pre_settle variety
0 SC2510 20250902 487 ... 489.8 483.6 SC
1 SC2511 20250902 488 ... 491.2 484 SC
2 SC2512 20250902 487.7 ... 490.4 483.8 SC
3 SC2601 20250902 487.2 ... 489.2 482.9 SC
4 SC2602 20250902 485.9 ... 488.5 482 SC
5 SC2603 20250902 484.3 ... 486.1 479.8 SC
6 SC2604 20250902 483.5 ... 484.6 478.7 SC
7 SC2605 20250902 482.4 ... 483.4 477.5 SC
8 SC2606 20250902 482.1 ... 482.1 476.9 SC
9 SC2607 20250902 482.2 ... 482.2 473.4 SC
10 SC2608 20250902 ... 476.6 475.3 SC
11 SC2609 20250902 480.2 ... 480.2 470.6 SC
12 SC2612 20250902 477 ... 477 476.6 SC
13 SC2703 20250902 ... 475.9 475.9 SC
14 SC2706 20250902 475 ... 475 475 SC
15 SC2709 20250902 ... 471.3 471.3 SC
16 SC2712 20250902 476.4 ... 476.4 471.3 SC
17 SC2803 20250902 ... 471.4 471.4 SC
18 SC2806 20250902 471.1 ... 471 469 SC
19 SC2809 20250902 473.9 ... 472.7 469 SC
21 LU2510 20250902 3485 ... 3524 3458 LU
22 LU2511 20250902 3504 ... 3542 3471 LU
23 LU2512 20250902 3489 ... 3528 3457 LU
24 LU2601 20250902 3489 ... 3508 3443 LU
25 LU2602 20250902 3458 ... 3479 3413 LU
26 LU2603 20250902 3453 ... 3465 3396 LU
27 LU2604 20250902 3464 ... 3468 3391 LU
28 LU2605 20250902 3436 ... 3454 3374 LU
29 LU2606 20250902 3432 ... 3453 3373 LU
30 LU2607 20250902 3435 ... 3448 3392 LU
31 LU2608 20250902 3454 ... 3448 3386 LU
32 LU2609 20250902 3424 ... 3426 3374 LU
34 NR2509 20250902 12605 ... 12665 12640 NR
35 NR2510 20250902 12730 ... 12745 12675 NR
36 NR2511 20250902 12740 ... 12790 12715 NR
37 NR2512 20250902 12790 ... 12830 12745 NR
38 NR2601 20250902 12830 ... 12860 12780 NR
39 NR2602 20250902 12845 ... 12830 12765 NR
40 NR2603 20250902 12855 ... 12830 12760 NR
41 NR2604 20250902 12845 ... 12815 12780 NR
42 NR2605 20250902 12850 ... 12855 12815 NR
43 NR2606 20250902 12845 ... 12870 12855 NR
44 NR2607 20250902 12865 ... 12905 12865 NR
45 NR2608 20250902 12905 ... 12925 12905 NR
47 BC2509 20250902 69500 ... 70130 70580 BC
48 BC2510 20250902 70710 ... 70840 70760 BC
49 BC2511 20250902 70780 ... 70760 70750 BC
50 BC2512 20250902 ... 70740 70740 BC
51 BC2601 20250902 ... 70590 70590 BC
52 BC2602 20250902 ... 70400 70400 BC
53 BC2603 20250902 ... 71400 71470 BC
54 BC2604 20250902 ... 70370 70370 BC
55 BC2605 20250902 ... 70370 70370 BC
56 BC2606 20250902 ... 70210 70210 BC
57 BC2607 20250902 ... 70200 70130 BC
58 BC2608 20250902 ... 70200 70100 BC
60 EC2510 20250902 1290.2 ... 1364.5 1293.8 EC
61 EC2512 20250902 1640.9 ... 1755.1 1621.9 EC
62 EC2602 20250902 1478 ... 1571.7 1439.5 EC
63 EC2604 20250902 1220 ... 1273.6 1230.5 EC
64 EC2606 20250902 1421.8 ... 1472.3 1407.4 EC
65 EC2608 20250902 1635 ... 1648.1 1599.5 EC
68 SC_TAS2510 20250902 ... SC_TAS
69 SC_TAS2511 20250902 ... SC_TAS
70 SC_TAS2512 20250902 ... SC_TAS
71 SC_TAS2601 20250902 ... SC_TAS
[66 rows x 12 columns]
2025-09-02 18:26:21,651 - future_1d - INFO - ak.get_ine_daily('2025-09-02') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250902 8350.0 8407.0 ... 212201.36 8378.0 8357.0 AP
1 AP511 20250902 8173.0 8210.0 ... 4008.90 8188.0 8155.0 AP
2 AP512 20250902 8213.0 8229.0 ... 418.52 8206.0 8191.0 AP
3 AP601 20250902 8249.0 8311.0 ... 110036.06 8273.0 8263.0 AP
4 AP603 20250902 8167.0 8187.0 ... 163.18 8159.0 8139.0 AP
5 AP604 20250902 8168.0 8178.0 ... 49.00 8166.0 8170.0 AP
6 AP605 20250902 8215.0 8245.0 ... 715.38 8223.0 8213.0 AP
7 CF509 20250902 13550.0 13700.0 ... 17452.27 13645.0 13620.0 CF
8 CF511 20250902 13890.0 14000.0 ... 251490.07 13920.0 13850.0 CF
9 CF601 20250902 14035.0 14170.0 ... 1982107.59 14090.0 14020.0 CF
10 CF603 20250902 14005.0 14120.0 ... 2009.04 14050.0 13980.0 CF
11 CF605 20250902 13970.0 14110.0 ... 123600.81 14030.0 13995.0 CF
12 CF607 20250902 14015.0 14110.0 ... 1179.36 14040.0 13955.0 CF
13 CJ509 20250902 10215.0 10255.0 ... 309.36 10145.0 10295.0 CJ
14 CJ512 20250902 11185.0 11350.0 ... 5728.95 11275.0 11310.0 CJ
15 CJ601 20250902 11300.0 11465.0 ... 564771.09 11390.0 11425.0 CJ
16 CJ603 20250902 11345.0 11505.0 ... 6202.12 11430.0 11470.0 CJ
17 CJ605 20250902 11450.0 11610.0 ... 77601.05 11540.0 11585.0 CJ
18 CJ607 20250902 11625.0 11755.0 ... 1233.33 11690.0 11740.0 CJ
19 CY509 20250902 20505.0 20530.0 ... 323.48 20240.0 20200.0 CY
20 CY510 20250902 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250902 19975.0 20205.0 ... 93891.28 20060.0 19955.0 CY
22 CY512 20250902 20045.0 20045.0 ... 30.06 20040.0 19870.0 CY
23 CY601 20250902 19985.0 20180.0 ... 2139.62 20090.0 19970.0 CY
24 CY602 20250902 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250902 0.0 0.0 ... 0.00 20345.0 20365.0 CY
26 CY604 20250902 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250902 20400.0 20400.0 ... 20.37 20375.0 20255.0 CY
28 CY606 20250902 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250902 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250902 0.0 0.0 ... 0.00 20280.0 20280.0 CY
31 FG509 20250902 945.0 960.0 ... 527.65 956.0 966.0 FG
32 FG510 20250902 1064.0 1075.0 ... 36413.82 1061.0 1063.0 FG
33 FG511 20250902 1053.0 1066.0 ... 155354.11 1051.0 1054.0 FG
34 FG512 20250902 1150.0 1162.0 ... 70071.78 1150.0 1153.0 FG
35 FG601 20250902 1139.0 1152.0 ... 2933042.69 1142.0 1147.0 FG
36 FG602 20250902 1187.0 1201.0 ... 14851.55 1191.0 1195.0 FG
37 FG603 20250902 1189.0 1203.0 ... 725.14 1193.0 1200.0 FG
38 FG604 20250902 1240.0 1252.0 ... 469.72 1243.0 1250.0 FG
39 FG605 20250902 1240.0 1250.0 ... 53090.90 1240.0 1243.0 FG
40 FG606 20250902 1270.0 1279.0 ... 630.36 1271.0 1274.0 FG
41 FG607 20250902 1265.0 1274.0 ... 523.51 1265.0 1268.0 FG
42 FG608 20250902 1296.0 1306.0 ... 402.47 1298.0 1299.0 FG
43 JR509 20250902 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250902 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250902 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250902 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250902 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250902 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250902 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250902 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250902 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250902 2208.0 2235.0 ... 3251.09 2213.0 2201.0 MA
53 MA510 20250902 2296.0 2296.0 ... 26776.23 2279.0 2260.0 MA
54 MA511 20250902 2315.0 2324.0 ... 87577.02 2306.0 2282.0 MA
55 MA512 20250902 2362.0 2365.0 ... 34254.97 2350.0 2330.0 MA
56 MA601 20250902 2386.0 2392.0 ... 1109753.08 2378.0 2359.0 MA
57 MA602 20250902 2402.0 2402.0 ... 11369.77 2389.0 2373.0 MA
58 MA603 20250902 2406.0 2406.0 ... 153.21 2394.0 2381.0 MA
59 MA604 20250902 2391.0 2391.0 ... 28.66 2389.0 2372.0 MA
60 MA605 20250902 2392.0 2392.0 ... 76045.72 2378.0 2370.0 MA
61 MA606 20250902 2381.0 2383.0 ... 9.53 2382.0 2379.0 MA
62 MA607 20250902 2383.0 2384.0 ... 78.54 2380.0 2374.0 MA
63 MA608 20250902 2382.0 2395.0 ... 16.68 2382.0 2371.0 MA
64 OI509 20250902 9950.0 9995.0 ... 4019.24 9949.0 9954.0 OI
65 OI511 20250902 9894.0 9951.0 ... 471055.49 9876.0 9887.0 OI
66 OI601 20250902 9804.0 9852.0 ... 3058398.26 9775.0 9780.0 OI
67 OI603 20250902 9721.0 9778.0 ... 5023.07 9697.0 9707.0 OI
68 OI605 20250902 9630.0 9686.0 ... 63147.31 9607.0 9622.0 OI
69 OI607 20250902 9615.0 9638.0 ... 114.80 9567.0 9615.0 OI
70 PF509 20250902 6360.0 6360.0 ... 327.54 6360.0 6382.0 PF
71 PF510 20250902 6490.0 6504.0 ... 280837.31 6470.0 6488.0 PF
72 PF511 20250902 6474.0 6492.0 ... 474303.20 6462.0 6466.0 PF
73 PF512 20250902 6456.0 6476.0 ... 165040.69 6450.0 6448.0 PF
74 PF601 20250902 6496.0 6510.0 ... 37781.01 6486.0 6482.0 PF
75 PF602 20250902 6506.0 6520.0 ... 20854.94 6496.0 6492.0 PF
76 PF603 20250902 6508.0 6528.0 ... 39.00 6500.0 6502.0 PF
77 PF604 20250902 6540.0 6560.0 ... 29.39 6532.0 6524.0 PF
78 PF605 20250902 6558.0 6572.0 ... 32.80 6562.0 6546.0 PF
79 PF606 20250902 6580.0 6580.0 ... 3.29 6580.0 6546.0 PF
80 PF607 20250902 0.0 0.0 ... 0.00 6544.0 6544.0 PF
81 PF608 20250902 0.0 0.0 ... 0.00 6548.0 6548.0 PF
82 PK510 20250902 8014.0 8044.0 ... 40886.91 8002.0 8002.0 PK
83 PK511 20250902 7830.0 7872.0 ... 327041.26 7822.0 7808.0 PK
84 PK512 20250902 7830.0 7858.0 ... 84109.78 7812.0 7808.0 PK
85 PK601 20250902 7872.0 7898.0 ... 36196.49 7862.0 7864.0 PK
86 PK603 20250902 7876.0 7876.0 ... 188.74 7864.0 7874.0 PK
87 PK604 20250902 7884.0 7892.0 ... 110.24 7876.0 7882.0 PK
88 PK605 20250902 7890.0 7908.0 ... 5176.80 7874.0 7876.0 PK
89 PL601 20250902 6423.0 6443.0 ... 56749.79 6418.0 6394.0 PL
90 PL602 20250902 6445.0 6472.0 ... 438.91 6455.0 6427.0 PL
91 PL603 20250902 6480.0 6480.0 ... 12.96 6480.0 6413.0 PL
92 PL604 20250902 6475.0 6475.0 ... 25.90 6475.0 6440.0 PL
93 PL605 20250902 6409.0 6422.0 ... 128.25 6412.0 6371.0 PL
94 PL606 20250902 6463.0 6463.0 ... 25.75 6438.0 6430.0 PL
95 PL607 20250902 6493.0 6493.0 ... 25.79 6448.0 6428.0 PL
96 PL608 20250902 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250902 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250902 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250902 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250902 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250902 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250902 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250902 5830.0 5832.0 ... 750.43 5818.0 5816.0 PR
104 PR510 20250902 5962.0 5964.0 ... 47886.51 5934.0 5952.0 PR
105 PR511 20250902 5954.0 5964.0 ... 368477.17 5934.0 5940.0 PR
106 PR512 20250902 5956.0 5972.0 ... 187954.85 5938.0 5946.0 PR
107 PR601 20250902 5976.0 5978.0 ... 31244.99 5946.0 5952.0 PR
108 PR602 20250902 0.0 0.0 ... 0.00 5956.0 5998.0 PR
109 PR603 20250902 0.0 0.0 ... 0.00 5958.0 6002.0 PR
110 PR604 20250902 5990.0 5990.0 ... 8.99 5990.0 6014.0 PR
111 PR605 20250902 5980.0 6018.0 ... 62.92 5992.0 6002.0 PR
112 PR606 20250902 5980.0 6028.0 ... 54.00 6000.0 6006.0 PR
113 PR607 20250902 6008.0 6008.0 ... 44.97 5996.0 6018.0 PR
114 PR608 20250902 5990.0 5990.0 ... 8.99 5990.0 5978.0 PR
115 PX509 20250902 0.0 0.0 ... 0.00 6714.0 6714.0 PX
116 PX510 20250902 6904.0 6940.0 ... 31537.04 6890.0 6882.0 PX
117 PX511 20250902 6890.0 6930.0 ... 967292.39 6866.0 6854.0 PX
118 PX512 20250902 6846.0 6884.0 ... 353632.53 6818.0 6816.0 PX
119 PX601 20250902 6842.0 6848.0 ... 180333.26 6808.0 6788.0 PX
120 PX602 20250902 6788.0 6838.0 ... 22283.61 6798.0 6792.0 PX
121 PX603 20250902 6810.0 6810.0 ... 6.79 6790.0 6786.0 PX
122 PX604 20250902 0.0 0.0 ... 0.00 6786.0 6808.0 PX
123 PX605 20250902 6826.0 6840.0 ... 251.41 6796.0 6786.0 PX
124 PX606 20250902 6834.0 6834.0 ... 3.42 6834.0 6784.0 PX
125 PX607 20250902 6820.0 6820.0 ... 50.90 6788.0 6806.0 PX
126 PX608 20250902 6830.0 6830.0 ... 44.18 6798.0 6908.0 PX
127 RI509 20250902 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250902 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250902 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250902 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250902 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250902 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250902 2546.0 2596.0 ... 972.80 2560.0 2562.0 RM
134 RM511 20250902 2550.0 2573.0 ... 18102.86 2555.0 2558.0 RM
135 RM601 20250902 2519.0 2538.0 ... 821669.14 2516.0 2511.0 RM
136 RM603 20250902 2412.0 2432.0 ... 13669.09 2418.0 2412.0 RM
137 RM605 20250902 2410.0 2422.0 ... 148134.31 2406.0 2414.0 RM
138 RM607 20250902 2397.0 2409.0 ... 10370.53 2394.0 2401.0 RM
139 RM608 20250902 2476.0 2487.0 ... 218.18 2479.0 2480.0 RM
140 RS509 20250902 0.0 0.0 ... 0.00 4711.0 4750.0 RS
141 RS511 20250902 5007.0 5085.0 ... 75.67 5045.0 5106.0 RS
142 RS607 20250902 5516.0 5550.0 ... 148.64 5505.0 5550.0 RS
143 RS608 20250902 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250902 1148.0 1161.0 ... 4020.61 1152.0 1152.0 SA
145 SA510 20250902 1204.0 1211.0 ... 28990.71 1203.0 1202.0 SA
146 SA511 20250902 1209.0 1217.0 ... 165371.83 1209.0 1207.0 SA
147 SA512 20250902 1260.0 1272.0 ... 83845.87 1264.0 1260.0 SA
148 SA601 20250902 1271.0 1281.0 ... 2404858.55 1273.0 1270.0 SA
149 SA602 20250902 1301.0 1310.0 ... 21016.70 1301.0 1296.0 SA
150 SA603 20250902 1305.0 1314.0 ... 1847.61 1307.0 1305.0 SA
151 SA604 20250902 1345.0 1353.0 ... 427.69 1345.0 1347.0 SA
152 SA605 20250902 1351.0 1358.0 ... 87335.90 1350.0 1348.0 SA
153 SA606 20250902 1354.0 1367.0 ... 797.48 1361.0 1357.0 SA
154 SA607 20250902 1363.0 1370.0 ... 889.72 1365.0 1361.0 SA
155 SA608 20250902 1391.0 1396.0 ... 397.14 1389.0 1390.0 SA
156 SF509 20250902 5348.0 5378.0 ... 1693.43 5350.0 5398.0 SF
157 SF510 20250902 5368.0 5394.0 ... 24539.18 5362.0 5308.0 SF
158 SF511 20250902 5534.0 5574.0 ... 432767.49 5544.0 5486.0 SF
159 SF512 20250902 5500.0 5534.0 ... 56130.94 5504.0 5444.0 SF
160 SF601 20250902 5498.0 5536.0 ... 99563.28 5504.0 5452.0 SF
161 SF602 20250902 5468.0 5500.0 ... 13296.30 5472.0 5418.0 SF
162 SF603 20250902 5676.0 5676.0 ... 36.69 5646.0 5602.0 SF
163 SF604 20250902 5662.0 5662.0 ... 5.65 5654.0 5592.0 SF
164 SF605 20250902 5626.0 5664.0 ... 1025.82 5636.0 5592.0 SF
165 SF606 20250902 5594.0 5598.0 ... 5.60 5596.0 5560.0 SF
166 SF607 20250902 5736.0 5756.0 ... 17.22 5742.0 5726.0 SF
167 SF608 20250902 5734.0 5734.0 ... 45.72 5716.0 5714.0 SF
168 SH509 20250902 2539.0 2558.0 ... 676.70 2534.0 2512.0 SH
169 SH510 20250902 2712.0 2713.0 ... 288829.48 2665.0 2669.0 SH
170 SH511 20250902 2759.0 2759.0 ... 1233008.87 2701.0 2705.0 SH
171 SH512 20250902 2766.0 2768.0 ... 435538.60 2706.0 2714.0 SH
172 SH601 20250902 2740.0 2740.0 ... 5203863.81 2685.0 2690.0 SH
173 SH602 20250902 2739.0 2739.0 ... 102790.07 2692.0 2694.0 SH
174 SH603 20250902 2749.0 2749.0 ... 5184.93 2700.0 2715.0 SH
175 SH604 20250902 2773.0 2774.0 ... 1915.49 2740.0 2757.0 SH
176 SH605 20250902 2792.0 2793.0 ... 43333.28 2753.0 2765.0 SH
177 SH606 20250902 2790.0 2790.0 ... 322.19 2754.0 2769.0 SH
178 SH607 20250902 2739.0 2742.0 ... 49.28 2738.0 2755.0 SH
179 SH608 20250902 2777.0 2784.0 ... 132.38 2758.0 2764.0 SH
180 SM509 20250902 5630.0 5672.0 ... 3692.18 5646.0 5624.0 SM
181 SM510 20250902 5652.0 5680.0 ... 18346.20 5656.0 5622.0 SM
182 SM511 20250902 5750.0 5766.0 ... 144472.62 5742.0 5704.0 SM
183 SM512 20250902 5756.0 5768.0 ... 41379.15 5744.0 5714.0 SM
184 SM601 20250902 5750.0 5774.0 ... 434976.52 5748.0 5716.0 SM
185 SM602 20250902 5758.0 5780.0 ... 59967.80 5760.0 5732.0 SM
186 SM603 20250902 5756.0 5784.0 ... 77.95 5774.0 5744.0 SM
187 SM604 20250902 5794.0 5794.0 ... 11.57 5784.0 5778.0 SM
188 SM605 20250902 5790.0 5812.0 ... 4866.36 5790.0 5760.0 SM
189 SM606 20250902 5804.0 5810.0 ... 23.21 5804.0 5756.0 SM
190 SM607 20250902 5800.0 5836.0 ... 26.18 5818.0 5784.0 SM
191 SM608 20250902 5828.0 5844.0 ... 11.68 5838.0 5804.0 SM
192 SR509 20250902 5630.0 5630.0 ... 1397.82 5614.0 5611.0 SR
193 SR511 20250902 5597.0 5612.0 ... 188219.94 5585.0 5588.0 SR
194 SR601 20250902 5613.0 5624.0 ... 1271322.18 5595.0 5602.0 SR
195 SR603 20250902 5593.0 5599.0 ... 3254.24 5572.0 5582.0 SR
196 SR605 20250902 5568.0 5582.0 ... 42974.79 5557.0 5567.0 SR
197 SR607 20250902 5573.0 5579.0 ... 3102.73 5551.0 5564.0 SR
198 TA509 20250902 4700.0 4734.0 ... 18345.81 4714.0 4720.0 TA
199 TA510 20250902 4766.0 4778.0 ... 142958.79 4756.0 4756.0 TA
200 TA511 20250902 4762.0 4786.0 ... 163405.48 4762.0 4758.0 TA
201 TA512 20250902 4780.0 4794.0 ... 70877.36 4772.0 4766.0 TA
202 TA601 20250902 4784.0 4798.0 ... 1281681.74 4776.0 4770.0 TA
203 TA602 20250902 4794.0 4806.0 ... 14395.81 4784.0 4778.0 TA
204 TA603 20250902 4800.0 4818.0 ... 227.98 4800.0 4790.0 TA
205 TA604 20250902 4808.0 4808.0 ... 19.20 4800.0 4806.0 TA
206 TA605 20250902 4812.0 4836.0 ... 40838.87 4818.0 4804.0 TA
207 TA606 20250902 0.0 0.0 ... 0.00 4816.0 4816.0 TA
208 TA607 20250902 0.0 0.0 ... 0.00 4822.0 4822.0 TA
209 TA608 20250902 0.0 0.0 ... 0.00 4834.0 4842.0 TA
210 UR509 20250902 1671.0 1685.0 ... 1377.86 1676.0 1671.0 UR
211 UR510 20250902 1683.0 1707.0 ... 10075.18 1699.0 1688.0 UR
212 UR511 20250902 1737.0 1748.0 ... 41190.34 1740.0 1732.0 UR
213 UR512 20250902 1741.0 1752.0 ... 13748.50 1742.0 1734.0 UR
214 UR601 20250902 1742.0 1756.0 ... 554611.45 1747.0 1737.0 UR
215 UR602 20250902 1739.0 1753.0 ... 1273.20 1744.0 1734.0 UR
216 UR603 20250902 1790.0 1794.0 ... 60.81 1788.0 1778.0 UR
217 UR604 20250902 1794.0 1794.0 ... 7.18 1794.0 1777.0 UR
218 UR605 20250902 1781.0 1794.0 ... 15903.85 1788.0 1780.0 UR
219 UR606 20250902 1785.0 1787.0 ... 14.27 1783.0 1774.0 UR
220 UR607 20250902 1800.0 1800.0 ... 46.73 1797.0 1789.0 UR
221 UR608 20250902 1787.0 1800.0 ... 46.70 1796.0 1785.0 UR
222 WH509 20250902 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250902 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250902 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250902 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250902 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250902 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250902 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-02 18:26:21,926 - future_1d - INFO - ak.get_czce_daily('2025-09-02') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250902 ... 79840 79750 CU
1 1 CU2510 20250902 ... 79780 79710 CU
2 2 CU2511 20250902 ... 79750 79690 CU
3 3 CU2512 20250902 ... 79670 79620 CU
4 4 CU2601 20250902 ... 79660 79580 CU
5 5 CU2602 20250902 ... 79670 79580 CU
6 6 CU2603 20250902 ... 79670 79620 CU
7 7 CU2604 20250902 ... 79670 79640 CU
8 8 CU2605 20250902 ... 79680 79620 CU
9 9 CU2606 20250902 ... 79740 79610 CU
10 10 CU2607 20250902 ... 79670 79660 CU
11 11 CU2608 20250902 ... 79760 79660 CU
12 12 BC2509 20250902 ... 70130 70580 BC
13 13 BC2510 20250902 ... 70840 70760 BC
14 14 BC2511 20250902 ... 70760 70750 BC
15 15 BC2512 20250902 ... 70740 70740 BC
16 16 BC2601 20250902 ... 70590 70590 BC
17 17 BC2602 20250902 ... 70400 70400 BC
18 18 BC2603 20250902 ... 71400 71470 BC
19 19 BC2604 20250902 ... 70370 70370 BC
20 20 BC2605 20250902 ... 70370 70370 BC
21 21 BC2606 20250902 ... 70210 70210 BC
22 22 BC2607 20250902 ... 70200 70130 BC
23 23 BC2608 20250902 ... 70200 70100 BC
24 24 AL2509 20250902 ... 20730 20675 AL
25 25 AL2510 20250902 ... 20715 20670 AL
26 26 AL2511 20250902 ... 20705 20650 AL
27 27 AL2512 20250902 ... 20685 20625 AL
28 28 AL2601 20250902 ... 20675 20605 AL
29 29 AL2602 20250902 ... 20675 20610 AL
30 30 AL2603 20250902 ... 20710 20655 AL
31 31 AL2604 20250902 ... 20730 20680 AL
32 32 AL2605 20250902 ... 20760 20690 AL
33 33 AL2606 20250902 ... 20775 20695 AL
34 34 AL2607 20250902 ... 20775 20700 AL
35 35 AL2608 20250902 ... 20765 20715 AL
36 36 ZN2509 20250902 ... 22235 22155 ZN
37 37 ZN2510 20250902 ... 22265 22195 ZN
38 38 ZN2511 20250902 ... 22250 22180 ZN
39 39 ZN2512 20250902 ... 22255 22190 ZN
40 40 ZN2601 20250902 ... 22260 22200 ZN
41 41 ZN2602 20250902 ... 22270 22195 ZN
42 42 ZN2603 20250902 ... 22290 22225 ZN
43 43 ZN2604 20250902 ... 22315 22250 ZN
44 44 ZN2605 20250902 ... 22360 22285 ZN
45 45 ZN2606 20250902 ... 22345 22265 ZN
46 46 ZN2607 20250902 ... 22375 22275 ZN
47 47 ZN2608 20250902 ... 22350 22295 ZN
48 48 PB2509 20250902 ... 16820 16795 PB
49 49 PB2510 20250902 ... 16875 16840 PB
50 50 PB2511 20250902 ... 16885 16855 PB
51 51 PB2512 20250902 ... 16905 16880 PB
52 52 PB2601 20250902 ... 16910 16890 PB
53 53 PB2602 20250902 ... 16910 16955 PB
54 54 PB2603 20250902 ... 16960 16995 PB
55 55 PB2604 20250902 ... 17000 16990 PB
56 56 PB2605 20250902 ... 17030 17035 PB
57 57 PB2606 20250902 ... 17040 17070 PB
58 58 PB2607 20250902 ... 17090 17120 PB
59 59 PB2608 20250902 ... 17150 17150 PB
60 60 NI2509 20250902 ... 122760 122460 NI
61 61 NI2510 20250902 ... 123150 122770 NI
62 62 NI2511 20250902 ... 123250 122990 NI
63 63 NI2512 20250902 ... 123380 123180 NI
64 64 NI2601 20250902 ... 123590 123370 NI
65 65 NI2602 20250902 ... 123790 123570 NI
66 66 NI2603 20250902 ... 124280 123680 NI
67 67 NI2604 20250902 ... 124390 123980 NI
68 68 NI2605 20250902 ... 124610 124310 NI
69 69 NI2606 20250902 ... 124960 124440 NI
70 70 NI2607 20250902 ... 124970 124500 NI
71 71 NI2608 20250902 ... 125230 125420 NI
72 72 SN2509 20250902 ... 273850 273340 SN
73 73 SN2510 20250902 ... 274360 273770 SN
74 74 SN2511 20250902 ... 274560 274070 SN
75 75 SN2512 20250902 ... 274460 274230 SN
76 76 SN2601 20250902 ... 274300 273920 SN
77 77 SN2602 20250902 ... 274250 273260 SN
78 78 SN2603 20250902 ... 274600 273800 SN
79 79 SN2604 20250902 ... 274500 275560 SN
80 80 SN2605 20250902 ... 274770 273970 SN
81 81 SN2606 20250902 ... 274980 273820 SN
82 82 SN2607 20250902 ... 274280 273970 SN
83 83 SN2608 20250902 ... 275480 274470 SN
84 84 AO2509 20250902 ... 2990 2982 AO
85 85 AO2510 20250902 ... 3007 2992 AO
86 86 AO2511 20250902 ... 3010 2999 AO
87 87 AO2512 20250902 ... 3014 3007 AO
88 88 AO2601 20250902 ... 3018 3009 AO
89 89 AO2602 20250902 ... 3014 3006 AO
90 90 AO2603 20250902 ... 3021 3009 AO
91 91 AO2604 20250902 ... 3028 3022 AO
92 92 AO2605 20250902 ... 3036 3023 AO
93 93 AO2606 20250902 ... 3043 3025 AO
94 94 AO2607 20250902 ... 3043 3034 AO
95 95 AO2608 20250902 ... 3047 3041 AO
96 96 AD2511 20250902 ... 20330 20275 AD
97 97 AD2512 20250902 ... 20325 20275 AD
98 98 AD2601 20250902 ... 20340 20325 AD
99 99 AD2602 20250902 ... 20235 20210 AD
100 100 AD2603 20250902 ... 20220 20220 AD
101 101 AD2604 20250902 ... 19975 19975 AD
102 102 AD2605 20250902 ... 20040 20040 AD
103 103 AD2606 20250902 ... 19935 19935 AD
104 104 AD2607 20250902 ... 19925 19925 AD
105 105 AD2608 20250902 ... 20170 20170 AD
106 106 AU2509 20250902 ... 805.4 796.82 AU
107 107 AU2510 20250902 ... 804.32 794.72 AU
108 108 AU2511 20250902 ... 805.6 798.14 AU
109 109 AU2512 20250902 ... 806.58 797.72 AU
110 110 AU2602 20250902 ... 808.94 800.18 AU
111 111 AU2604 20250902 ... 810.72 802.12 AU
112 112 AU2606 20250902 ... 813.08 804.5 AU
113 113 AU2608 20250902 ... 816.12 805.4 AU
114 114 AG2509 20250902 ... 9825 9626 AG
115 115 AG2510 20250902 ... 9835 9600 AG
116 116 AG2511 20250902 ... 9850 9594 AG
117 117 AG2512 20250902 ... 9862 9632 AG
118 118 AG2601 20250902 ... 9870 9648 AG
119 119 AG2602 20250902 ... 9877 9632 AG
120 120 AG2603 20250902 ... 9895 9662 AG
121 121 AG2604 20250902 ... 9909 9672 AG
122 122 AG2605 20250902 ... 9917 9696 AG
123 123 AG2606 20250902 ... 9931 9703 AG
124 124 AG2607 20250902 ... 9937 9699 AG
125 125 AG2608 20250902 ... 9960 9732 AG
126 126 RB2509 20250902 ... 2975 2978 RB
127 127 RB2510 20250902 ... 3044 3062 RB
128 128 RB2511 20250902 ... 3058 3065 RB
129 129 RB2512 20250902 ... 3097 3109 RB
130 130 RB2601 20250902 ... 3116 3122 RB
131 131 RB2602 20250902 ... 3112 3108 RB
132 132 RB2603 20250902 ... 3125 3121 RB
133 133 RB2604 20250902 ... 3150 3149 RB
134 134 RB2605 20250902 ... 3168 3165 RB
135 135 RB2606 20250902 ... 3184 3182 RB
136 136 RB2607 20250902 ... 3195 3195 RB
137 137 RB2608 20250902 ... 3200 3197 RB
138 138 WR2509 20250902 ... 3342 3342 WR
139 139 WR2510 20250902 ... 3265 3264 WR
140 140 WR2511 20250902 ... 3282 3282 WR
141 141 WR2512 20250902 ... 3403 3409 WR
142 142 WR2601 20250902 ... 3355 3380 WR
143 143 WR2602 20250902 ... 3365 3355 WR
144 144 WR2603 20250902 ... 3438 3438 WR
145 145 WR2604 20250902 ... 3400 3455 WR
146 146 WR2605 20250902 ... 3429 3429 WR
147 147 WR2606 20250902 ... 3375 3396 WR
148 148 WR2607 20250902 ... 3417 3417 WR
149 149 WR2608 20250902 ... 3350 3344 WR
150 150 HC2509 20250902 ... 3364 3341 HC
151 151 HC2510 20250902 ... 3316 3326 HC
152 152 HC2511 20250902 ... 3314 3324 HC
153 153 HC2512 20250902 ... 3312 3323 HC
154 154 HC2601 20250902 ... 3302 3310 HC
155 155 HC2602 20250902 ... 3305 3297 HC
156 156 HC2603 20250902 ... 3306 3308 HC
157 157 HC2604 20250902 ... 3311 3311 HC
158 158 HC2605 20250902 ... 3314 3314 HC
159 159 HC2606 20250902 ... 3319 3322 HC
160 160 HC2607 20250902 ... 3317 3316 HC
161 161 HC2608 20250902 ... 3330 3304 HC
162 162 SS2509 20250902 ... 12925 12805 SS
163 163 SS2510 20250902 ... 12985 12875 SS
164 164 SS2511 20250902 ... 13045 12945 SS
165 165 SS2512 20250902 ... 13085 13000 SS
166 166 SS2601 20250902 ... 13140 13055 SS
167 167 SS2602 20250902 ... 13160 13080 SS
168 168 SS2603 20250902 ... 13250 13175 SS
169 169 SS2604 20250902 ... 13320 13240 SS
170 170 SS2605 20250902 ... 13385 13305 SS
171 171 SS2606 20250902 ... 13435 13320 SS
172 172 SS2607 20250902 ... 13500 13410 SS
173 173 SS2608 20250902 ... 13560 13410 SS
174 174 SC2510 20250902 ... 489.8 483.6 SC
175 175 SC2511 20250902 ... 491.2 484 SC
176 176 SC2512 20250902 ... 490.4 483.8 SC
177 177 SC2601 20250902 ... 489.2 482.9 SC
178 178 SC2602 20250902 ... 488.5 482 SC
179 179 SC2603 20250902 ... 486.1 479.8 SC
180 180 SC2604 20250902 ... 484.6 478.7 SC
181 181 SC2605 20250902 ... 483.4 477.5 SC
182 182 SC2606 20250902 ... 482.1 476.9 SC
183 183 SC2607 20250902 ... 482.2 473.4 SC
184 184 SC2608 20250902 ... 476.6 475.3 SC
185 185 SC2609 20250902 ... 480.2 470.6 SC
186 186 SC2612 20250902 ... 477 476.6 SC
187 187 SC2703 20250902 ... 475.9 475.9 SC
188 188 SC2706 20250902 ... 475 475 SC
189 189 SC2709 20250902 ... 471.3 471.3 SC
190 190 SC2712 20250902 ... 476.4 471.3 SC
191 191 SC2803 20250902 ... 471.4 471.4 SC
192 192 SC2806 20250902 ... 471 469 SC
193 193 SC2809 20250902 ... 472.7 469 SC
194 194 LU2510 20250902 ... 3524 3458 LU
195 195 LU2511 20250902 ... 3542 3471 LU
196 196 LU2512 20250902 ... 3528 3457 LU
197 197 LU2601 20250902 ... 3508 3443 LU
198 198 LU2602 20250902 ... 3479 3413 LU
199 199 LU2603 20250902 ... 3465 3396 LU
200 200 LU2604 20250902 ... 3468 3391 LU
201 201 LU2605 20250902 ... 3454 3374 LU
202 202 LU2606 20250902 ... 3453 3373 LU
203 203 LU2607 20250902 ... 3448 3392 LU
204 204 LU2608 20250902 ... 3448 3386 LU
205 205 LU2609 20250902 ... 3426 3374 LU
206 206 FU2510 20250902 ... 2847 2820 FU
207 207 FU2511 20250902 ... 2856 2822 FU
208 208 FU2512 20250902 ... 2848 2814 FU
209 209 FU2601 20250902 ... 2841 2804 FU
210 210 FU2602 20250902 ... 2828 2790 FU
211 211 FU2603 20250902 ... 2815 2773 FU
212 212 FU2604 20250902 ... 2809 2770 FU
213 213 FU2605 20250902 ... 2803 2761 FU
214 214 FU2606 20250902 ... 2789 2760 FU
215 215 FU2607 20250902 ... 2773 2737 FU
216 216 FU2608 20250902 ... 2765 2730 FU
217 217 FU2609 20250902 ... 2744 2722 FU
218 218 BU2509 20250902 ... 3550 3527 BU
219 219 BU2510 20250902 ... 3563 3510 BU
220 220 BU2511 20250902 ... 3551 3491 BU
221 221 BU2512 20250902 ... 3492 3436 BU
222 222 BU2601 20250902 ... 3461 3403 BU
223 223 BU2602 20250902 ... 3464 3406 BU
224 224 BU2603 20250902 ... 3461 3412 BU
225 225 BU2604 20250902 ... 3467 3406 BU
226 226 BU2605 20250902 ... 3465 3403 BU
227 227 BU2606 20250902 ... 3463 3411 BU
228 228 BU2607 20250902 ... 3447 3386 BU
229 229 BU2608 20250902 ... 3439 3367 BU
230 230 BU2609 20250902 ... 3426 3382 BU
231 231 BU2612 20250902 ... 3367 3329 BU
232 232 BU2703 20250902 ... 3371 3334 BU
233 233 BU2706 20250902 ... 3373 3324 BU
234 234 BR2509 20250902 ... 11920 11870 BR
235 235 BR2510 20250902 ... 11895 11865 BR
236 236 BR2511 20250902 ... 11880 11845 BR
237 237 BR2512 20250902 ... 11870 11835 BR
238 238 BR2601 20250902 ... 11865 11840 BR
239 239 BR2602 20250902 ... 11905 11940 BR
240 240 BR2603 20250902 ... 11920 11865 BR
241 241 BR2604 20250902 ... 11915 11885 BR
242 242 BR2605 20250902 ... 11925 11930 BR
243 243 BR2606 20250902 ... 11960 11980 BR
244 244 BR2607 20250902 ... 12015 12015 BR
245 245 BR2608 20250902 ... 12135 12000 BR
246 246 RU2509 20250902 ... 14975 14875 RU
247 247 RU2510 20250902 ... 15025 14890 RU
248 248 RU2511 20250902 ... 14960 14865 RU
249 249 RU2601 20250902 ... 15945 15840 RU
250 250 RU2603 20250902 ... 15970 15870 RU
251 251 RU2604 20250902 ... 16025 15870 RU
252 252 RU2605 20250902 ... 16045 15930 RU
253 253 RU2606 20250902 ... 16065 15990 RU
254 254 RU2607 20250902 ... 16120 15970 RU
255 255 RU2608 20250902 ... 16035 16030 RU
256 256 NR2509 20250902 ... 12665 12640 NR
257 257 NR2510 20250902 ... 12745 12675 NR
258 258 NR2511 20250902 ... 12790 12715 NR
259 259 NR2512 20250902 ... 12830 12745 NR
260 260 NR2601 20250902 ... 12860 12780 NR
261 261 NR2602 20250902 ... 12830 12765 NR
262 262 NR2603 20250902 ... 12830 12760 NR
263 263 NR2604 20250902 ... 12815 12780 NR
264 264 NR2605 20250902 ... 12855 12815 NR
265 265 NR2606 20250902 ... 12870 12855 NR
266 266 NR2607 20250902 ... 12905 12865 NR
267 267 NR2608 20250902 ... 12925 12905 NR
268 268 SP2509 20250902 ... 4992 4980 SP
269 269 SP2510 20250902 ... 5012 5004 SP
270 270 SP2511 20250902 ... 5042 5032 SP
271 271 SP2512 20250902 ... 5058 5046 SP
272 272 SP2601 20250902 ... 5340 5340 SP
273 273 SP2602 20250902 ... 5332 5336 SP
274 274 SP2603 20250902 ... 5352 5352 SP
275 275 SP2604 20250902 ... 5362 5362 SP
276 276 SP2605 20250902 ... 5362 5366 SP
277 277 SP2606 20250902 ... 5358 5366 SP
278 278 SP2607 20250902 ... 5378 5378 SP
279 279 SP2608 20250902 ... 5372 5372 SP
280 280 EC2510 20250902 ... 1364.5 1293.8 EC
281 281 EC2512 20250902 ... 1755.1 1621.9 EC
282 282 EC2602 20250902 ... 1571.7 1439.5 EC
283 283 EC2604 20250902 ... 1273.6 1230.5 EC
284 284 EC2606 20250902 ... 1472.3 1407.4 EC
285 285 EC2608 20250902 ... 1648.1 1599.5 EC
286 287 SC_TAS2510 20250902 ... SC_TAS
287 288 SC_TAS2511 20250902 ... SC_TAS
288 289 SC_TAS2512 20250902 ... SC_TAS
289 290 SC_TAS2601 20250902 ... SC_TAS
[290 rows x 13 columns]
2025-09-02 18:26:22,024 - future_1d - INFO - ak.get_shfe_daily('2025-09-02') done
2025-09-02 18:26:23,779 - future_1d - INFO - save future_daily 2025-09-02 completed