152 152 HC2511 20251020 ... 3275 3265 HC
153 153 HC2512 20251020 ... 3261 3255 HC
154 154 HC2601 20251020 ... 3229 3219 HC
155 155 HC2602 20251020 ... 3231 3226 HC
156 156 HC2603 20251020 ... 3235 3226 HC
157 157 HC2604 20251020 ... 3240 3230 HC
158 158 HC2605 20251020 ... 3245 3234 HC
159 159 HC2606 20251020 ... 3247 3228 HC
160 160 HC2607 20251020 ... 3256 3244 HC
161 161 HC2608 20251020 ... 3262 3249 HC
162 162 HC2609 20251020 ... 3267 3252 HC
163 163 HC2610 20251020 ... 3267 3256 HC
164 164 SS2511 20251020 ... 12590 12585 SS
165 165 SS2512 20251020 ... 12610 12615 SS
166 166 SS2601 20251020 ... 12700 12705 SS
167 167 SS2602 20251020 ... 12755 12760 SS
168 168 SS2603 20251020 ... 12845 12845 SS
169 169 SS2604 20251020 ... 12925 12910 SS
170 170 SS2605 20251020 ... 12950 12965 SS
171 171 SS2606 20251020 ... 13025 13045 SS
172 172 SS2607 20251020 ... 13070 13085 SS
173 173 SS2608 20251020 ... 13135 13125 SS
174 174 SS2609 20251020 ... 13180 13175 SS
175 175 SS2610 20251020 ... 13230 13230 SS
176 176 SC2511 20251020 ... 436.3 437.9 SC
177 177 SC2512 20251020 ... 439.1 439.6 SC
178 178 SC2601 20251020 ... 439.9 439.5 SC
179 179 SC2602 20251020 ... 441.3 439.2 SC
180 180 SC2603 20251020 ... 442.4 440.6 SC
181 181 SC2604 20251020 ... 443.9 439.7 SC
182 182 SC2605 20251020 ... 444.6 440.6 SC
183 183 SC2606 20251020 ... 445.5 441.9 SC
184 184 SC2607 20251020 ... 447.3 444 SC
185 185 SC2608 20251020 ... 448.1 445.5 SC
186 186 SC2609 20251020 ... 447.8 445.7 SC
187 187 SC2610 20251020 ... 447.3 447.3 SC
188 188 SC2612 20251020 ... 450.4 445.6 SC
189 189 SC2703 20251020 ... 448.1 448.1 SC
190 190 SC2706 20251020 ... 451.7 451.7 SC
191 191 SC2709 20251020 ... 450.2 450.2 SC
192 192 SC2712 20251020 ... 451.8 445.2 SC
193 193 SC2803 20251020 ... 448.9 446 SC
194 194 SC2806 20251020 ... 454.8 447.1 SC
195 195 SC2809 20251020 ... 456.3 449.2 SC
196 196 LU2511 20251020 ... 3054 3069 LU
197 197 LU2512 20251020 ... 3085 3096 LU
198 198 LU2601 20251020 ... 3090 3101 LU
199 199 LU2602 20251020 ... 3098 3115 LU
200 200 LU2603 20251020 ... 3099 3116 LU
201 201 LU2604 20251020 ... 3112 3112 LU
202 202 LU2605 20251020 ... 3115 3111 LU
203 203 LU2606 20251020 ... 3124 3117 LU
204 204 LU2607 20251020 ... 3128 3143 LU
205 205 LU2608 20251020 ... 3130 3133 LU
206 206 LU2609 20251020 ... 3137 3154 LU
207 207 LU2610 20251020 ... 3137 3129 LU
208 208 FU2511 20251020 ... 2772 2719 FU
209 209 FU2512 20251020 ... 2684 2674 FU
210 210 FU2601 20251020 ... 2650 2644 FU
211 211 FU2602 20251020 ... 2633 2631 FU
212 212 FU2603 20251020 ... 2626 2620 FU
213 213 FU2604 20251020 ... 2625 2618 FU
214 214 FU2605 20251020 ... 2619 2613 FU
215 215 FU2606 20251020 ... 2611 2609 FU
216 216 FU2607 20251020 ... 2606 2602 FU
217 217 FU2608 20251020 ... 2581 2574 FU
218 218 FU2609 20251020 ... 2575 2575 FU
219 219 FU2610 20251020 ... 2567 2564 FU
220 220 BU2511 20251020 ... 3245 3247 BU
221 221 BU2512 20251020 ... 3172 3172 BU
222 222 BU2601 20251020 ... 3144 3137 BU
223 223 BU2602 20251020 ... 3153 3146 BU
224 224 BU2603 20251020 ... 3171 3164 BU
225 225 BU2604 20251020 ... 3180 3171 BU
226 226 BU2605 20251020 ... 3185 3177 BU
227 227 BU2606 20251020 ... 3193 3182 BU
228 228 BU2607 20251020 ... 3198 3186 BU
229 229 BU2608 20251020 ... 3190 3177 BU
230 230 BU2609 20251020 ... 3195 3184 BU
231 231 BU2610 20251020 ... 3168 3168 BU
232 232 BU2612 20251020 ... 3140 3125 BU
233 233 BU2703 20251020 ... 3150 3150 BU
234 234 BU2706 20251020 ... 3166 3151 BU
235 235 BU2709 20251020 ... 3166 3158 BU
236 236 BR2511 20251020 ... 10985 11035 BR
237 237 BR2512 20251020 ... 10880 10940 BR
238 238 BR2601 20251020 ... 10855 10915 BR
239 239 BR2602 20251020 ... 10850 10890 BR
240 240 BR2603 20251020 ... 10840 10880 BR
241 241 BR2604 20251020 ... 10890 10850 BR
242 242 BR2605 20251020 ... 10890 10945 BR
243 243 BR2606 20251020 ... 10910 10910 BR
244 244 BR2607 20251020 ... 11120 11150 BR
245 245 BR2608 20251020 ... 11185 11185 BR
246 246 BR2609 20251020 ... 11140 11245 BR
247 247 BR2610 20251020 ... 11210 11215 BR
248 248 RU2511 20251020 ... 14105 14065 RU
249 249 RU2601 20251020 ... 14865 14820 RU
250 250 RU2603 20251020 ... 14865 14810 RU
251 251 RU2604 20251020 ... 14880 14800 RU
252 252 RU2605 20251020 ... 14845 14790 RU
253 253 RU2606 20251020 ... 14855 14815 RU
254 254 RU2607 20251020 ... 14905 14840 RU
255 255 RU2608 20251020 ... 14915 14810 RU
256 256 RU2609 20251020 ... 14890 14815 RU
257 257 RU2610 20251020 ... 14890 14855 RU
258 258 NR2511 20251020 ... 12275 12340 NR
259 259 NR2512 20251020 ... 12240 12290 NR
260 260 NR2601 20251020 ... 12185 12215 NR
261 261 NR2602 20251020 ... 12115 12155 NR
262 262 NR2603 20251020 ... 12095 12120 NR
263 263 NR2604 20251020 ... 12090 12120 NR
264 264 NR2605 20251020 ... 12130 12120 NR
265 265 NR2606 20251020 ... 12150 12125 NR
266 266 NR2607 20251020 ... 12150 12145 NR
267 267 NR2608 20251020 ... 12135 12175 NR
268 268 NR2609 20251020 ... 12215 12215 NR
269 269 NR2610 20251020 ... 12225 12265 NR
270 270 SP2511 20251020 ... 4858 4850 SP
271 271 SP2512 20251020 ... 4884 4870 SP
272 272 SP2601 20251020 ... 5158 5124 SP
273 273 SP2602 20251020 ... 5166 5142 SP
274 274 SP2603 20251020 ... 5186 5156 SP
275 275 SP2604 20251020 ... 5202 5174 SP
276 276 SP2605 20251020 ... 5214 5186 SP
277 277 SP2606 20251020 ... 5212 5184 SP
278 278 SP2607 20251020 ... 5212 5190 SP
279 279 SP2608 20251020 ... 5214 5196 SP
280 280 SP2609 20251020 ... 5212 5186 SP
281 281 SP2610 20251020 ... 5212 5190 SP
282 282 OP2601 20251020 ... 4174 4206 OP
283 283 OP2602 20251020 ... 4166 4220 OP
284 284 OP2603 20251020 ... 4172 4216 OP
285 285 OP2604 20251020 ... 4208 4228 OP
286 286 OP2605 20251020 ... 4204 4216 OP
287 287 OP2606 20251020 ... 4176 4198 OP
288 288 OP2607 20251020 ... 4210 4242 OP
289 289 OP2608 20251020 ... 4212 4258 OP
290 290 OP2609 20251020 ... 4198 4220 OP
291 291 OP2610 20251020 ... 4202 4220 OP
292 292 EC2510 20251020 ... 1102.6 1098.8 EC
293 293 EC2512 20251020 ... 1683.4 1658.2 EC
294 294 EC2602 20251020 ... 1524.2 1459.8 EC
295 295 EC2604 20251020 ... 1152.4 1126.4 EC
296 296 EC2606 20251020 ... 1328.9 1288.5 EC
297 297 EC2608 20251020 ... 1445.3 1411.4 EC
298 298 SC_TAS2511 20251020 ... SC_TAS
299 299 SC_TAS2512 20251020 ... SC_TAS
300 300 SC_TAS2601 20251020 ... SC_TAS
301 301 SC_TAS2602 20251020 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 18:26:02,493 - future_1d - INFO - ak.get_shfe_daily('2025-10-20') done
2025-10-22 18:26:04,321 - future_1d - INFO - save future_daily 2025-10-20 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251021 50485.0 ... 51935.0 52345.0 PS
1 PS2511 20251021 50210.0 ... 50590.0 51345.0 PS
2 PS2512 20251021 52630.0 ... 52985.0 53755.0 PS
3 PS2601 20251021 52780.0 ... 52915.0 53700.0 PS
4 PS2602 20251021 52455.0 ... 52715.0 53565.0 PS
5 PS2603 20251021 52390.0 ... 52665.0 53340.0 PS
6 PS2604 20251021 52190.0 ... 52390.0 53250.0 PS
7 PS2605 20251021 52005.0 ... 52340.0 53180.0 PS
8 PS2606 20251021 53930.0 ... 54080.0 54935.0 PS
9 PS2607 20251021 53600.0 ... 53780.0 54860.0 PS
10 PS2608 20251021 53160.0 ... 53470.0 54340.0 PS
11 PS2609 20251021 53080.0 ... 53500.0 54110.0 PS
13 SI2510 20251021 8455.0 ... 8460.0 8580.0 SI
14 SI2511 20251021 8520.0 ... 8480.0 8585.0 SI
15 SI2512 20251021 8975.0 ... 8865.0 8955.0 SI
16 SI2601 20251021 8850.0 ... 8820.0 8905.0 SI
17 SI2602 20251021 8880.0 ... 8835.0 8910.0 SI
18 SI2603 20251021 8910.0 ... 8840.0 8910.0 SI
19 SI2604 20251021 8800.0 ... 8855.0 8920.0 SI
20 SI2605 20251021 8885.0 ... 8850.0 8935.0 SI
21 SI2606 20251021 8880.0 ... 8865.0 8940.0 SI
22 SI2607 20251021 8910.0 ... 8855.0 8950.0 SI
23 SI2608 20251021 8840.0 ... 8890.0 8960.0 SI
24 SI2609 20251021 8960.0 ... 8900.0 8975.0 SI
27 LC2510 20251021 75560.0 ... 75780.0 75560.0 LC
28 LC2511 20251021 75700.0 ... 75440.0 75900.0 LC
29 LC2512 20251021 75780.0 ... 75800.0 76140.0 LC
30 LC2601 20251021 75920.0 ... 75880.0 76180.0 LC
31 LC2602 20251021 75600.0 ... 75680.0 75920.0 LC
32 LC2603 20251021 75520.0 ... 75580.0 75800.0 LC
33 LC2604 20251021 75780.0 ... 75840.0 76160.0 LC
34 LC2605 20251021 75720.0 ... 75920.0 76140.0 LC
35 LC2606 20251021 75660.0 ... 75720.0 75900.0 LC
36 LC2607 20251021 75700.0 ... 75700.0 75980.0 LC
37 LC2608 20251021 76080.0 ... 75940.0 76200.0 LC
38 LC2609 20251021 76000.0 ... 76060.0 76180.0 LC
[36 rows x 12 columns]
2025-10-22 18:26:12,172 - future_1d - INFO - ak.get_gfex_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 a2511 20251021 4066.00 ... 4049.00 4041.00 A
1 a2601 20251021 4082.00 ... 4073.00 4055.00 A
2 a2603 20251021 4077.00 ... 4071.00 4055.00 A
3 a2605 20251021 4108.00 ... 4104.00 4087.00 A
4 a2607 20251021 4112.00 ... 4101.00 4083.00 A
5 a2609 20251021 4122.00 ... 4106.00 4086.00 A
6 b2510 20251021 0.00 ... 3600.00 3600.00 B
7 b2511 20251021 3598.00 ... 3611.00 3607.00 B
8 b2512 20251021 3611.00 ... 3620.00 3611.00 B
9 b2601 20251021 3620.00 ... 3629.00 3623.00 B
10 b2602 20251021 3637.00 ... 3643.00 3639.00 B
11 b2603 20251021 3598.00 ... 3609.00 3603.00 B
12 b2604 20251021 3499.00 ... 3512.00 3501.00 B
13 b2605 20251021 3446.00 ... 3467.00 3446.00 B
14 b2606 20251021 3419.00 ... 3438.00 3418.00 B
15 b2607 20251021 3425.00 ... 3438.00 3419.00 B
16 b2608 20251021 3533.00 ... 3533.00 3517.00 B
17 b2609 20251021 3557.00 ... 3564.00 3549.00 B
18 bb2511 20251021 0.00 ... 144.50 144.50 BB
19 bb2601 20251021 146.60 ... 147.00 146.85 BB
20 bb2603 20251021 147.35 ... 147.10 146.65 BB
21 bb2605 20251021 0.00 ... 147.10 147.10 BB
22 bb2607 20251021 0.00 ... 152.05 151.60 BB
23 bb2609 20251021 0.00 ... 152.05 151.60 BB
24 bz2603 20251021 5439.00 ... 5482.00 5535.00 BZ
25 bz2604 20251021 5462.00 ... 5480.00 5529.00 BZ
26 bz2605 20251021 5470.00 ... 5482.00 5532.00 BZ
27 bz2606 20251021 5465.00 ... 5480.00 5515.00 BZ
28 bz2607 20251021 5468.00 ... 5468.00 5479.00 BZ
29 bz2608 20251021 0.00 ... 5480.00 5577.00 BZ
30 bz2609 20251021 5441.00 ... 5456.00 5639.00 BZ
31 c2511 20251021 2114.00 ... 2119.00 2118.00 C
32 c2601 20251021 2138.00 ... 2141.00 2128.00 C
33 c2603 20251021 2168.00 ... 2170.00 2158.00 C
34 c2605 20251021 2250.00 ... 2249.00 2236.00 C
35 c2607 20251021 2271.00 ... 2273.00 2257.00 C
36 c2609 20251021 2286.00 ... 2289.00 2271.00 C
37 cs2511 20251021 2383.00 ... 2389.00 2382.00 CS
38 cs2601 20251021 2410.00 ... 2422.00 2402.00 CS
39 cs2603 20251021 2436.00 ... 2442.00 2426.00 CS
40 cs2605 20251021 2543.00 ... 2548.00 2534.00 CS
41 cs2607 20251021 2558.00 ... 2565.00 2551.00 CS
42 cs2609 20251021 2603.00 ... 2608.00 2592.00 CS
43 eb2510 20251021 6381.00 ... 6217.00 6316.00 EB
44 eb2511 20251021 6393.00 ... 6441.00 6469.00 EB
45 eb2512 20251021 6432.00 ... 6470.00 6495.00 EB
46 eb2601 20251021 6466.00 ... 6519.00 6543.00 EB
47 eb2602 20251021 6529.00 ... 6585.00 6609.00 EB
48 eb2603 20251021 6594.00 ... 6650.00 6670.00 EB
49 eb2604 20251021 6669.00 ... 6718.00 6689.00 EB
50 eb2605 20251021 6747.00 ... 6782.00 6756.00 EB
51 eb2606 20251021 6804.00 ... 6817.00 6795.00 EB
52 eb2607 20251021 0.00 ... 6817.00 6817.00 EB
53 eb2608 20251021 0.00 ... 6822.00 6822.00 EB
54 eb2609 20251021 6866.00 ... 6868.00 6857.00 EB
55 eg2510 20251021 0.00 ... 4057.00 4057.00 EG
56 eg2511 20251021 4010.00 ... 4001.00 4031.00 EG
57 eg2512 20251021 3998.00 ... 4000.00 4028.00 EG
58 eg2601 20251021 4003.00 ... 4003.00 4030.00 EG
59 eg2602 20251021 4000.00 ... 4015.00 4054.00 EG
60 eg2603 20251021 4018.00 ... 4028.00 4069.00 EG
61 eg2604 20251021 4104.00 ... 4093.00 4108.00 EG
62 eg2605 20251021 4085.00 ... 4085.00 4111.00 EG
63 eg2606 20251021 4078.00 ... 4103.00 4108.00 EG
64 eg2607 20251021 4105.00 ... 4114.00 4132.00 EG
65 eg2608 20251021 4111.00 ... 4119.00 4136.00 EG
66 eg2609 20251021 4128.00 ... 4140.00 4146.00 EG
67 fb2510 20251021 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251021 1235.50 ... 1236.50 1232.50 FB
69 fb2512 20251021 1259.50 ... 1259.00 1258.00 FB
70 fb2601 20251021 1270.50 ... 1267.50 1268.50 FB
71 fb2602 20251021 1267.00 ... 1266.50 1265.50 FB
72 fb2603 20251021 1260.00 ... 1261.00 1258.00 FB
73 fb2604 20251021 0.00 ... 1260.50 1260.50 FB
74 fb2605 20251021 1287.00 ... 1285.50 1315.00 FB
75 fb2606 20251021 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251021 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251021 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251021 0.00 ... 1296.00 1296.00 FB
79 i2510 20251021 874.50 ... 806.00 806.00 I
80 i2511 20251021 786.00 ... 791.50 787.00 I
81 i2512 20251021 779.50 ... 782.00 779.50 I
82 i2601 20251021 768.50 ... 769.00 768.50 I
83 i2602 20251021 765.50 ... 767.50 767.00 I
84 i2603 20251021 763.00 ... 763.50 764.00 I
85 i2604 20251021 758.50 ... 758.50 758.50 I
86 i2605 20251021 746.50 ... 749.50 749.00 I
87 i2606 20251021 743.00 ... 745.50 744.00 I
88 i2607 20251021 737.00 ... 739.50 738.50 I
89 i2608 20251021 734.50 ... 735.50 734.50 I
90 i2609 20251021 727.50 ... 729.00 728.00 I
91 j2510 20251021 0.00 ... 1600.00 1600.00 J
92 j2511 20251021 1624.50 ... 1626.00 1656.50 J
93 j2512 20251021 1659.50 ... 1662.50 1687.50 J
94 j2601 20251021 1719.00 ... 1691.50 1719.00 J
95 j2602 20251021 0.00 ... 1732.50 1753.00 J
96 j2603 20251021 0.00 ... 1738.50 1738.50 J
97 j2604 20251021 1827.50 ... 1816.50 1847.50 J
98 j2605 20251021 1868.50 ... 1837.50 1864.50 J
99 j2606 20251021 0.00 ... 1881.50 1887.50 J
100 j2607 20251021 1881.00 ... 1881.00 1897.00 J
101 j2608 20251021 0.00 ... 1865.00 1865.00 J
102 j2609 20251021 1932.00 ... 1917.50 1946.00 J
103 jd2510 20251021 2790.00 ... 2790.00 2700.00 JD
104 jd2511 20251021 2770.00 ... 2794.00 2770.00 JD
105 jd2512 20251021 2920.00 ... 2931.00 2916.00 JD
106 jd2601 20251021 3156.00 ... 3155.00 3153.00 JD
107 jd2602 20251021 2952.00 ... 2946.00 2949.00 JD
108 jd2603 20251021 2963.00 ... 2956.00 2962.00 JD
109 jd2604 20251021 3144.00 ... 3138.00 3122.00 JD
110 jd2605 20251021 3360.00 ... 3342.00 3332.00 JD
111 jd2606 20251021 3252.00 ... 3240.00 3232.00 JD
112 jd2607 20251021 3489.00 ... 3480.00 3477.00 JD
113 jd2608 20251021 3964.00 ... 3958.00 3959.00 JD
114 jd2609 20251021 3859.00 ... 3838.00 3851.00 JD
115 jm2510 20251021 0.00 ... 1055.50 1036.50 JM
116 jm2511 20251021 1083.00 ... 1071.50 1080.00 JM
117 jm2512 20251021 1150.00 ... 1125.50 1150.00 JM
118 jm2601 20251021 1216.00 ... 1192.50 1219.50 JM
119 jm2602 20251021 1240.00 ... 1214.50 1240.00 JM
120 jm2603 20251021 1239.00 ... 1231.00 1256.00 JM
121 jm2604 20251021 1256.50 ... 1248.50 1273.50 JM
122 jm2605 20251021 1285.50 ... 1265.00 1297.00 JM
123 jm2606 20251021 1289.50 ... 1282.00 1317.00 JM
124 jm2607 20251021 1308.00 ... 1298.50 1328.00 JM
125 jm2608 20251021 1329.00 ... 1322.50 1355.00 JM
126 jm2609 20251021 1356.00 ... 1338.00 1372.00 JM
127 l2510 20251021 6800.00 ... 6848.00 6856.00 L
128 l2511 20251021 6877.00 ... 6851.00 6890.00 L
129 l2512 20251021 6867.00 ... 6865.00 6903.00 L
130 l2601 20251021 6870.00 ... 6869.00 6909.00 L
131 l2602 20251021 6872.00 ... 6867.00 6904.00 L
132 l2603 20251021 6869.00 ... 6874.00 6912.00 L
133 l2604 20251021 6895.00 ... 6902.00 6958.00 L
134 l2605 20251021 6919.00 ... 6911.00 6943.00 L
135 l2606 20251021 6905.00 ... 6904.00 6936.00 L
136 l2607 20251021 6908.00 ... 6932.00 6954.00 L
137 l2608 20251021 6925.00 ... 6947.00 6967.00 L
138 l2609 20251021 6947.00 ... 6946.00 6965.00 L
139 lg2511 20251021 808.00 ... 803.00 803.00 LG
140 lg2601 20251021 835.00 ... 837.00 834.50 LG
141 lg2603 20251021 831.50 ... 834.00 833.00 LG
142 lg2605 20251021 833.50 ... 836.50 834.00 LG
143 lg2607 20251021 836.00 ... 837.50 835.50 LG
144 lg2609 20251021 837.00 ... 838.00 835.50 LG
145 lh2511 20251021 11490.00 ... 11430.00 11365.00 LH
146 lh2601 20251021 12170.00 ... 12120.00 12100.00 LH
147 lh2603 20251021 11525.00 ... 11520.00 11550.00 LH
148 lh2605 20251021 12155.00 ... 12055.00 12115.00 LH
149 lh2607 20251021 12990.00 ... 12830.00 12895.00 LH
150 lh2609 20251021 13650.00 ... 13635.00 13660.00 LH
151 m2511 20251021 2881.00 ... 2878.00 2874.00 M
152 m2512 20251021 2905.00 ... 2905.00 2904.00 M
153 m2601 20251021 2895.00 ... 2897.00 2894.00 M
154 m2603 20251021 2884.00 ... 2885.00 2879.00 M
155 m2605 20251021 2735.00 ... 2744.00 2731.00 M
156 m2607 20251021 2721.00 ... 2728.00 2716.00 M
157 m2608 20251021 2847.00 ... 2853.00 2841.00 M
158 m2609 20251021 2854.00 ... 2860.00 2847.00 M
159 p2510 20251021 0.00 ... 9120.00 9120.00 P
160 p2511 20251021 9224.00 ... 9226.00 9276.00 P
161 p2512 20251021 9252.00 ... 9272.00 9310.00 P
162 p2601 20251021 9320.00 ... 9322.00 9370.00 P
163 p2602 20251021 9342.00 ... 9314.00 9382.00 P
164 p2603 20251021 9348.00 ... 9330.00 9394.00 P
165 p2604 20251021 9304.00 ... 9348.00 9380.00 P
166 p2605 20251021 9298.00 ... 9306.00 9328.00 P
167 p2606 20251021 9188.00 ... 9232.00 9226.00 P
168 p2607 20251021 9094.00 ... 9146.00 9134.00 P
169 p2608 20251021 9024.00 ... 9050.00 9064.00 P
170 p2609 20251021 8998.00 ... 9012.00 9022.00 P
171 pg2510 20251021 4339.00 ... 4339.00 4339.00 PG
172 pg2511 20251021 4231.00 ... 4246.00 4239.00 PG
173 pg2512 20251021 4095.00 ... 4106.00 4102.00 PG
174 pg2601 20251021 3987.00 ... 3997.00 3994.00 PG
175 pg2602 20251021 3903.00 ... 3904.00 3899.00 PG
176 pg2603 20251021 3805.00 ... 3796.00 3806.00 PG
177 pg2604 20251021 4131.00 ... 4124.00 4137.00 PG
178 pg2605 20251021 4053.00 ... 4048.00 4057.00 PG
179 pg2606 20251021 3987.00 ... 3986.00 4002.00 PG
180 pg2607 20251021 3920.00 ... 3923.00 3937.00 PG
181 pg2608 20251021 3855.00 ... 3866.00 3884.00 PG
182 pg2609 20251021 3802.00 ... 3802.00 3827.00 PG
183 pp2510 20251021 0.00 ... 6455.00 6455.00 PP
184 pp2511 20251021 6512.00 ... 6507.00 6525.00 PP
185 pp2512 20251021 6527.00 ... 6553.00 6568.00 PP
186 pp2601 20251021 6560.00 ... 6572.00 6594.00 PP
187 pp2602 20251021 6555.00 ... 6570.00 6596.00 PP
188 pp2603 20251021 6563.00 ... 6572.00 6593.00 PP
189 pp2604 20251021 6575.00 ... 6600.00 6625.00 PP
190 pp2605 20251021 6611.00 ... 6619.00 6640.00 PP
191 pp2606 20251021 6564.00 ... 6599.00 6600.00 PP
192 pp2607 20251021 6563.00 ... 6597.00 6595.00 PP
193 pp2608 20251021 6596.00 ... 6625.00 6630.00 PP
194 pp2609 20251021 6640.00 ... 6647.00 6664.00 PP
195 rr2510 20251021 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251021 3618.00 ... 3618.00 3617.00 RR
197 rr2512 20251021 3594.00 ... 3599.00 3597.00 RR
198 rr2601 20251021 3627.00 ... 3627.00 3627.00 RR
199 rr2602 20251021 3618.00 ... 3613.00 3614.00 RR
200 rr2603 20251021 3615.00 ... 3615.00 3613.00 RR
201 rr2604 20251021 3621.00 ... 3621.00 3618.00 RR
202 rr2605 20251021 3612.00 ... 3616.00 3615.00 RR
203 rr2606 20251021 3610.00 ... 3610.00 3606.00 RR
204 rr2607 20251021 3616.00 ... 3616.00 3608.00 RR
205 rr2608 20251021 3604.00 ... 3604.00 3600.00 RR
206 rr2609 20251021 0.00 ... 3616.00 3616.00 RR
207 v2510 20251021 4596.00 ... 4590.00 4596.00 V
208 v2511 20251021 4623.00 ... 4613.00 4632.00 V
209 v2512 20251021 4654.00 ... 4655.00 4673.00 V
210 v2601 20251021 4705.00 ... 4699.00 4721.00 V
211 v2602 20251021 4721.00 ... 4742.00 4767.00 V
212 v2603 20251021 4756.00 ... 4773.00 4796.00 V
213 v2604 20251021 4958.00 ... 4974.00 4993.00 V
214 v2605 20251021 5001.00 ... 5002.00 5026.00 V
215 v2606 20251021 5025.00 ... 5051.00 5065.00 V
216 v2607 20251021 5093.00 ... 5088.00 5106.00 V
217 v2608 20251021 5100.00 ... 5120.00 5132.00 V
218 v2609 20251021 5122.00 ... 5126.00 5151.00 V
219 y2511 20251021 8274.00 ... 8294.00 8292.00 Y
220 y2512 20251021 8310.00 ... 8348.00 8346.00 Y
221 y2601 20251021 8298.00 ... 8320.00 8312.00 Y
222 y2603 20251021 8246.00 ... 8276.00 8256.00 Y
223 y2605 20251021 8094.00 ... 8134.00 8108.00 Y
224 y2607 20251021 8026.00 ... 8076.00 8044.00 Y
225 y2608 20251021 8090.00 ... 8070.00 8036.00 Y
226 y2609 20251021 8002.00 ... 8028.00 8012.00 Y
[227 rows x 12 columns]
2025-10-22 18:26:12,682 - future_1d - INFO - ak.get_dce_daily('2025-10-21') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251021 9388.0 9500.0 ... 84.96 9440.0 9294.0 AP
1 AP511 20251021 8911.0 8925.0 ... 1411.74 8879.0 8882.0 AP
2 AP512 20251021 8762.0 8808.0 ... 2693.72 8774.0 8730.0 AP
3 AP601 20251021 8868.0 8868.0 ... 864944.56 8819.0 8798.0 AP
4 AP603 20251021 8883.0 9117.0 ... 3479.01 8898.0 8771.0 AP
5 AP604 20251021 9150.0 9163.0 ... 2085.75 9108.0 8972.0 AP
6 AP605 20251021 9357.0 9388.0 ... 394589.28 9282.0 9142.0 AP
7 CF511 20251021 13515.0 13750.0 ... 49132.32 13645.0 13490.0 CF
8 CF601 20251021 13450.0 13555.0 ... 1659398.70 13495.0 13435.0 CF
9 CF603 20251021 13490.0 13590.0 ... 134856.17 13535.0 13480.0 CF
10 CF605 20251021 13530.0 13620.0 ... 398677.66 13560.0 13505.0 CF
11 CF607 20251021 13535.0 13630.0 ... 1301.61 13560.0 13535.0 CF
12 CF609 20251021 13700.0 13780.0 ... 5749.34 13720.0 13675.0 CF
13 CJ512 20251021 11260.0 11325.0 ... 4188.19 11275.0 11250.0 CJ
14 CJ601 20251021 11410.0 11460.0 ... 702090.18 11400.0 11385.0 CJ
15 CJ603 20251021 11305.0 11350.0 ... 9731.80 11295.0 11310.0 CJ
16 CJ605 20251021 11395.0 11430.0 ... 178224.01 11370.0 11395.0 CJ
17 CJ607 20251021 11470.0 11505.0 ... 1350.73 11445.0 11480.0 CJ
18 CJ609 20251021 11595.0 11645.0 ... 1001.67 11580.0 11610.0 CJ
19 CY510 20251021 0.0 0.0 ... 0.00 19765.0 19705.0 CY
20 CY511 20251021 19920.0 20050.0 ... 369.96 20000.0 19900.0 CY
21 CY512 20251021 0.0 0.0 ... 0.00 19505.0 19345.0 CY
22 CY601 20251021 19580.0 19780.0 ... 136098.03 19665.0 19605.0 CY
23 CY602 20251021 0.0 0.0 ... 0.00 19475.0 19475.0 CY
24 CY603 20251021 0.0 0.0 ... 0.00 19755.0 19650.0 CY
25 CY604 20251021 19400.0 19400.0 ... 9.70 19400.0 19485.0 CY
26 CY605 20251021 19755.0 19815.0 ... 39.58 19790.0 19720.0 CY
27 CY606 20251021 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251021 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251021 0.0 0.0 ... 0.00 19770.0 19605.0 CY
30 CY609 20251021 0.0 0.0 ... 0.00 19955.0 19900.0 CY
31 FG510 20251021 0.0 0.0 ... 0.00 980.0 980.0 FG
32 FG511 20251021 989.0 1003.0 ... 12552.78 992.0 1005.0 FG
33 FG512 20251021 1098.0 1106.0 ... 79357.15 1094.0 1114.0 FG
34 FG601 20251021 1088.0 1101.0 ... 3164236.49 1089.0 1108.0 FG
35 FG602 20251021 1158.0 1171.0 ... 57271.06 1158.0 1173.0 FG
36 FG603 20251021 1154.0 1174.0 ... 136717.45 1161.0 1174.0 FG
37 FG604 20251021 1233.0 1250.0 ... 765.44 1235.0 1246.0 FG
38 FG605 20251021 1230.0 1250.0 ... 175386.20 1235.0 1241.0 FG
39 FG606 20251021 1270.0 1292.0 ... 896.28 1277.0 1285.0 FG
40 FG607 20251021 1264.0 1281.0 ... 1651.83 1263.0 1272.0 FG
41 FG608 20251021 1316.0 1332.0 ... 1785.50 1317.0 1329.0 FG
42 FG609 20251021 1316.0 1332.0 ... 7143.39 1317.0 1328.0 FG
43 JR511 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251021 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251021 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251021 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251021 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251021 2236.0 2255.0 ... 3278.85 2238.0 2255.0 MA
53 MA512 20251021 2250.0 2272.0 ... 98700.78 2248.0 2271.0 MA
54 MA601 20251021 2252.0 2279.0 ... 1739281.29 2257.0 2280.0 MA
55 MA602 20251021 2291.0 2305.0 ... 73267.72 2281.0 2307.0 MA
56 MA603 20251021 2307.0 2323.0 ... 148807.10 2301.0 2315.0 MA
57 MA604 20251021 2307.0 2320.0 ... 55.19 2300.0 2314.0 MA
58 MA605 20251021 2285.0 2301.0 ... 180723.15 2281.0 2298.0 MA
59 MA606 20251021 2284.0 2299.0 ... 32.00 2286.0 2303.0 MA
60 MA607 20251021 2277.0 2285.0 ... 43.18 2273.0 2283.0 MA
61 MA608 20251021 2251.0 2276.0 ... 9.07 2269.0 2278.0 MA
62 MA609 20251021 2255.0 2260.0 ... 3133.64 2245.0 2261.0 MA
63 OI511 20251021 10043.0 10075.0 ... 10207.39 10037.0 10068.0 OI
64 OI601 20251021 9910.0 9920.0 ... 1896777.14 9882.0 9904.0 OI
65 OI603 20251021 9757.0 9757.0 ... 307453.02 9722.0 9740.0 OI
66 OI605 20251021 9545.0 9545.0 ... 137202.59 9507.0 9526.0 OI
67 OI607 20251021 9484.0 9491.0 ... 652.32 9454.0 9459.0 OI
68 OI609 20251021 9427.0 9459.0 ... 1226.32 9433.0 9420.0 OI
69 PF510 20251021 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251021 6042.0 6100.0 ... 16306.87 6072.0 6086.0 PF
71 PF512 20251021 6026.0 6094.0 ... 605428.14 6058.0 6068.0 PF
72 PF601 20251021 6040.0 6102.0 ... 85563.75 6064.0 6076.0 PF
73 PF602 20251021 6022.0 6090.0 ... 286799.69 6060.0 6056.0 PF
74 PF603 20251021 6034.0 6080.0 ... 47464.43 6042.0 6046.0 PF
75 PF604 20251021 6080.0 6112.0 ... 125.00 6098.0 6108.0 PF
76 PF605 20251021 6086.0 6130.0 ... 85.55 6112.0 6100.0 PF
77 PF606 20251021 0.0 0.0 ... 0.00 6110.0 6096.0 PF
78 PF607 20251021 6136.0 6152.0 ... 6.14 6144.0 6140.0 PF
79 PF608 20251021 0.0 0.0 ... 0.00 6152.0 6128.0 PF
80 PF609 20251021 6124.0 6178.0 ... 12.29 6148.0 6154.0 PF
81 PK510 20251021 0.0 0.0 ... 0.00 7804.0 7854.0 PK
82 PK511 20251021 7694.0 7714.0 ... 11321.85 7674.0 7710.0 PK
83 PK512 20251021 7828.0 7842.0 ... 89858.32 7790.0 7836.0 PK
84 PK601 20251021 7960.0 7970.0 ... 404316.27 7900.0 7952.0 PK
85 PK603 20251021 8060.0 8060.0 ... 85513.68 7988.0 8040.0 PK
86 PK604 20251021 8042.0 8046.0 ... 1466.17 7990.0 8038.0 PK
87 PK605 20251021 8066.0 8080.0 ... 14141.97 8020.0 8066.0 PK
88 PL601 20251021 6028.0 6080.0 ... 122109.39 6031.0 6065.0 PL
89 PL602 20251021 6067.0 6126.0 ... 53123.04 6078.0 6112.0 PL
90 PL603 20251021 6064.0 6125.0 ... 38139.10 6075.0 6105.0 PL
91 PL604 20251021 0.0 0.0 ... 0.00 6082.0 6082.0 PL
92 PL605 20251021 6072.0 6078.0 ... 24.30 6075.0 6079.0 PL
93 PL606 20251021 6002.0 6002.0 ... 12.00 6002.0 6088.0 PL
94 PL607 20251021 6037.0 6037.0 ... 12.07 6037.0 6245.0 PL
95 PL608 20251021 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251021 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251021 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251021 0.0 0.0 ... 0.00 5660.0 5660.0 PR
104 PR511 20251021 5550.0 5600.0 ... 11945.61 5574.0 5578.0 PR
105 PR512 20251021 5546.0 5594.0 ... 205215.45 5556.0 5568.0 PR
106 PR601 20251021 5512.0 5558.0 ... 307052.13 5524.0 5534.0 PR
107 PR602 20251021 5540.0 5600.0 ... 52031.64 5568.0 5568.0 PR
108 PR603 20251021 5538.0 5594.0 ... 301.24 5580.0 5560.0 PR
109 PR604 20251021 5618.0 5618.0 ... 109.29 5606.0 5582.0 PR
110 PR605 20251021 5568.0 5632.0 ... 168.22 5608.0 5612.0 PR
111 PR606 20251021 0.0 0.0 ... 0.00 5644.0 5644.0 PR
112 PR607 20251021 0.0 0.0 ... 0.00 5670.0 5670.0 PR
113 PR608 20251021 0.0 0.0 ... 0.00 5682.0 5672.0 PR
114 PR609 20251021 5636.0 5676.0 ... 33.93 5656.0 5662.0 PR
115 PX510 20251021 0.0 0.0 ... 0.00 6302.0 6304.0 PX
116 PX511 20251021 6270.0 6368.0 ... 18101.46 6324.0 6306.0 PX
117 PX512 20251021 6286.0 6370.0 ... 127710.48 6328.0 6314.0 PX
118 PX601 20251021 6268.0 6372.0 ... 513890.59 6322.0 6324.0 PX
119 PX602 20251021 6282.0 6380.0 ... 194736.07 6342.0 6324.0 PX
120 PX603 20251021 6284.0 6378.0 ... 93529.30 6344.0 6316.0 PX
121 PX604 20251021 6312.0 6360.0 ... 6.34 6336.0 6340.0 PX
122 PX605 20251021 6316.0 6400.0 ... 3298.23 6368.0 6378.0 PX
123 PX606 20251021 0.0 0.0 ... 0.00 6378.0 6398.0 PX
124 PX607 20251021 0.0 0.0 ... 0.00 6374.0 6340.0 PX
125 PX608 20251021 0.0 0.0 ... 0.00 6384.0 6382.0 PX
126 PX609 20251021 6398.0 6414.0 ... 9.61 6408.0 6408.0 PX
127 RI511 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251021 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251021 2408.0 2419.0 ... 1943.84 2412.0 2405.0 RM
134 RM601 20251021 2353.0 2363.0 ... 445175.72 2340.0 2347.0 RM
135 RM603 20251021 2307.0 2309.0 ... 6957.07 2304.0 2298.0 RM
136 RM605 20251021 2306.0 2316.0 ... 107527.55 2306.0 2300.0 RM
137 RM607 20251021 2299.0 2309.0 ... 9313.89 2299.0 2293.0 RM
138 RM608 20251021 2400.0 2410.0 ... 228.19 2402.0 2398.0 RM
139 RM609 20251021 2395.0 2405.0 ... 1987.14 2397.0 2392.0 RM
140 RS511 20251021 5203.0 5404.0 ... 68.88 5299.0 5280.0 RS
141 RS607 20251021 5455.0 5556.0 ... 11.01 5506.0 5597.0 RS
142 RS608 20251021 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251021 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251021 1138.0 1138.0 ... 3622.29 1129.0 1142.0 SA
145 SA511 20251021 1147.0 1147.0 ... 11828.48 1137.0 1157.0 SA
146 SA512 20251021 1205.0 1208.0 ... 91830.04 1198.0 1217.0 SA
147 SA601 20251021 1217.0 1220.0 ... 2395212.26 1207.0 1228.0 SA
148 SA602 20251021 1256.0 1259.0 ... 119637.50 1249.0 1267.0 SA
149 SA603 20251021 1264.0 1267.0 ... 230994.00 1256.0 1274.0 SA
150 SA604 20251021 1289.0 1302.0 ... 2038.78 1289.0 1310.0 SA
151 SA605 20251021 1306.0 1307.0 ... 107598.71 1295.0 1313.0 SA
152 SA606 20251021 1317.0 1324.0 ... 537.25 1310.0 1330.0 SA
153 SA607 20251021 1329.0 1329.0 ... 1015.35 1319.0 1330.0 SA
154 SA608 20251021 1360.0 1363.0 ... 533.01 1353.0 1367.0 SA
155 SA609 20251021 1356.0 1369.0 ... 5882.47 1358.0 1371.0 SA
156 SF510 20251021 0.0 0.0 ... 0.00 5298.0 5276.0 SF
157 SF511 20251021 5460.0 5542.0 ... 43846.03 5488.0 5464.0 SF
158 SF512 20251021 5438.0 5544.0 ... 54521.00 5482.0 5448.0 SF
159 SF601 20251021 5432.0 5542.0 ... 490154.72 5480.0 5444.0 SF
160 SF602 20251021 5368.0 5468.0 ... 61108.33 5412.0 5388.0 SF
161 SF603 20251021 5524.0 5598.0 ... 85542.81 5536.0 5532.0 SF
162 SF604 20251021 5488.0 5580.0 ... 11.07 5536.0 5506.0 SF
163 SF605 20251021 5492.0 5568.0 ... 7555.46 5504.0 5512.0 SF
164 SF606 20251021 5458.0 5530.0 ... 351.94 5500.0 5472.0 SF
165 SF607 20251021 5622.0 5688.0 ... 50.72 5636.0 5646.0 SF
166 SF608 20251021 0.0 0.0 ... 0.00 5618.0 5618.0 SF
167 SF609 20251021 5608.0 5652.0 ... 272.14 5612.0 5608.0 SF
168 SH510 20251021 0.0 0.0 ... 0.00 2348.0 2340.0 SH
169 SH511 20251021 2387.0 2432.0 ... 34576.17 2411.0 2365.0 SH
170 SH512 20251021 2390.0 2409.0 ... 79998.25 2395.0 2383.0 SH
171 SH601 20251021 2384.0 2394.0 ... 1597576.39 2381.0 2373.0 SH
172 SH602 20251021 2407.0 2415.0 ... 160397.49 2403.0 2401.0 SH
173 SH603 20251021 2425.0 2425.0 ... 101313.53 2410.0 2408.0 SH
174 SH604 20251021 2468.0 2476.0 ... 185.23 2470.0 2459.0 SH
175 SH605 20251021 2484.0 2490.0 ... 15094.42 2480.0 2476.0 SH
176 SH606 20251021 2520.0 2520.0 ... 45.29 2516.0 2509.0 SH
177 SH607 20251021 2528.0 2533.0 ... 60.69 2529.0 2521.0 SH
178 SH608 20251021 2565.0 2565.0 ... 15.38 2563.0 2553.0 SH
179 SH609 20251021 2568.0 2571.0 ... 53.87 2565.0 2563.0 SH
180 SM510 20251021 0.0 0.0 ... 0.00 5612.0 5612.0 SM
181 SM511 20251021 5722.0 5764.0 ... 4204.49 5740.0 5746.0 SM
182 SM512 20251021 5728.0 5780.0 ... 83252.90 5744.0 5742.0 SM
183 SM601 20251021 5730.0 5792.0 ... 461343.36 5754.0 5756.0 SM
184 SM602 20251021 5734.0 5794.0 ... 62536.81 5758.0 5752.0 SM
185 SM603 20251021 5740.0 5800.0 ... 148433.82 5762.0 5766.0 SM
186 SM604 20251021 0.0 0.0 ... 0.00 5766.0 5760.0 SM
187 SM605 20251021 5768.0 5824.0 ... 23814.78 5792.0 5794.0 SM
188 SM606 20251021 5776.0 5776.0 ... 2.89 5776.0 5790.0 SM
189 SM607 20251021 5768.0 5776.0 ... 219.19 5768.0 5768.0 SM
190 SM608 20251021 0.0 0.0 ... 0.00 5798.0 5796.0 SM
191 SM609 20251021 5818.0 5852.0 ... 1875.49 5824.0 5832.0 SM
192 SR511 20251021 5414.0 5414.0 ... 2462.19 5388.0 5396.0 SR
193 SR601 20251021 5439.0 5445.0 ... 693118.22 5436.0 5435.0 SR
194 SR603 20251021 5421.0 5430.0 ... 162225.22 5418.0 5419.0 SR
195 SR605 20251021 5403.0 5403.0 ... 57225.19 5396.0 5396.0 SR
196 SR607 20251021 5404.0 5406.0 ... 1512.15 5401.0 5401.0 SR
197 SR609 20251021 5411.0 5415.0 ... 2947.41 5408.0 5410.0 SR
198 TA510 20251021 4332.0 4382.0 ... 446.91 4360.0 4350.0 TA
199 TA511 20251021 4342.0 4398.0 ... 12307.64 4372.0 4374.0 TA
200 TA512 20251021 4360.0 4420.0 ... 343551.99 4384.0 4394.0 TA
201 TA601 20251021 4386.0 4442.0 ... 1158587.06 4410.0 4414.0 TA
202 TA602 20251021 4400.0 4458.0 ... 363998.15 4422.0 4432.0 TA
203 TA603 20251021 4420.0 4474.0 ... 74722.03 4450.0 4450.0 TA
204 TA604 20251021 0.0 0.0 ... 0.00 4462.0 4446.0 TA
205 TA605 20251021 4448.0 4508.0 ... 55694.99 4480.0 4478.0 TA
206 TA606 20251021 0.0 0.0 ... 0.00 4488.0 4464.0 TA
207 TA607 20251021 0.0 0.0 ... 0.00 4498.0 4482.0 TA
208 TA608 20251021 4510.0 4510.0 ... 2.26 4510.0 4500.0 TA
209 TA609 20251021 4502.0 4540.0 ... 1053.64 4512.0 4514.0 TA
210 UR510 20251021 1496.0 1496.0 ... 798.41 1495.0 1496.0 UR
211 UR511 20251021 1570.0 1593.0 ... 6525.90 1582.0 1581.0 UR
212 UR512 20251021 1584.0 1607.0 ... 23425.25 1599.0 1592.0 UR
213 UR601 20251021 1597.0 1622.0 ... 512122.19 1611.0 1607.0 UR
214 UR602 20251021 1607.0 1628.0 ... 16092.12 1619.0 1611.0 UR
215 UR603 20251021 1668.0 1683.0 ... 191.08 1676.0 1668.0 UR
216 UR604 20251021 1672.0 1685.0 ... 47.04 1680.0 1674.0 UR
217 UR605 20251021 1673.0 1691.0 ... 32416.92 1684.0 1679.0 UR
218 UR606 20251021 1686.0 1694.0 ... 236.56 1690.0 1684.0 UR
219 UR607 20251021 1722.0 1723.0 ... 48.20 1722.0 1715.0 UR
220 UR608 20251021 1720.0 1720.0 ... 17.18 1718.0 1716.0 UR
221 UR609 20251021 1712.0 1721.0 ... 278.16 1717.0 1712.0 UR
222 WH511 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251021 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251021 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:26:12,969 - future_1d - INFO - ak.get_czce_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 IC2511 20251021 7005.200 ... 7122.800 6970.400 IC
1 IC2512 20251021 6948.000 ... 7067.800 6908.800 IC
2 IC2603 20251021 6785.400 ... 6904.200 6745.800 IC
3 IC2606 20251021 6594.000 ... 6722.200 6564.400 IC
4 IF2511 20251021 4537.000 ... 4594.800 4517.600 IF
5 IF2512 20251021 4528.200 ... 4584.600 4504.200 IF
6 IF2603 20251021 4499.000 ... 4557.200 4479.000 IF
7 IF2606 20251021 4468.600 ... 4520.600 4444.000 IF
8 IH2511 20251021 2986.000 ... 3007.400 2971.200 IH
9 IH2512 20251021 2979.800 ... 3007.400 2969.600 IH
10 IH2603 20251021 2980.000 ... 3008.000 2970.400 IH
11 IH2606 20251021 2980.000 ... 3006.200 2968.800 IH
12 IM2511 20251021 7152.000 ... 7273.000 7134.600 IM
13 IM2512 20251021 7099.000 ... 7199.400 7053.400 IM
14 IM2603 20251021 6861.000 ... 6982.600 6836.600 IM
15 IM2606 20251021 6662.000 ... 6770.600 6627.200 IM
16 T2512 20251021 108.070 ... 108.120 108.090 T
17 T2603 20251021 107.810 ... 107.810 107.800 T
18 T2606 20251021 107.760 ... 107.720 107.730 T
19 TF2512 20251021 105.635 ... 105.695 105.660 TF
20 TF2603 20251021 105.575 ... 105.610 105.580 TF
21 TF2606 20251021 105.600 ... 105.605 105.605 TF
22 TL2512 20251021 115.240 ... 115.490 115.410 TL
23 TL2603 20251021 114.950 ... 115.190 115.130 TL
24 TL2606 20251021 114.810 ... 115.110 115.030 TL
25 TS2512 20251021 102.334 ... 102.362 102.336 TS
26 TS2603 20251021 102.266 ... 102.280 102.256 TS
27 TS2606 20251021 102.280 ... 102.300 102.288 TS
[28 rows x 12 columns]
2025-10-22 18:26:13,157 - future_1d - INFO - ak.get_cffex_daily('2025-10-21') done
symbol date open ... settle pre_settle variety
0 SC2511 20251021 433 ... 433 436.3 SC
1 SC2512 20251021 435 ... 436.2 439.1 SC
2 SC2601 20251021 437 ... 437.9 439.9 SC
3 SC2602 20251021 438.5 ... 439.8 441.3 SC
4 SC2603 20251021 440.1 ... 441.4 442.4 SC
5 SC2604 20251021 441.6 ... 443.9 443.9 SC
6 SC2605 20251021 441.2 ... 445.5 444.6 SC
7 SC2606 20251021 443 ... 446.4 445.5 SC
8 SC2607 20251021 445.6 ... 447.4 447.3 SC
9 SC2608 20251021 446 ... 446.3 448.1 SC
10 SC2609 20251021 447.6 ... 448.9 447.8 SC
11 SC2610 20251021 ... 447.3 447.3 SC
12 SC2612 20251021 448 ... 448.6 450.4 SC
13 SC2703 20251021 ... 448.1 448.1 SC
14 SC2706 20251021 447.1 ... 447.1 451.7 SC
15 SC2709 20251021 ... 450.2 450.2 SC
16 SC2712 20251021 ... 451.8 451.8 SC
17 SC2803 20251021 ... 449.6 448.9 SC
18 SC2806 20251021 457 ... 457 454.8 SC
19 SC2809 20251021 455.7 ... 455.8 456.3 SC
21 LU2511 20251021 3047 ... 3036 3054 LU
22 LU2512 20251021 3072 ... 3064 3085 LU
23 LU2601 20251021 3076 ... 3068 3090 LU
24 LU2602 20251021 3087 ... 3076 3098 LU
25 LU2603 20251021 3091 ... 3083 3099 LU
26 LU2604 20251021 ... 3112 3112 LU
27 LU2605 20251021 3081 ... 3088 3115 LU
28 LU2606 20251021 3090 ... 3100 3124 LU
29 LU2607 20251021 3097 ... 3103 3128 LU
30 LU2608 20251021 ... 3130 3130 LU
31 LU2609 20251021 3096 ... 3114 3137 LU
32 LU2610 20251021 3115 ... 3121 3137 LU
34 NR2511 20251021 12280 ... 12295 12275 NR
35 NR2512 20251021 12195 ... 12285 12240 NR
36 NR2601 20251021 12150 ... 12275 12185 NR
37 NR2602 20251021 12080 ... 12245 12115 NR
38 NR2603 20251021 11985 ... 12280 12095 NR
39 NR2604 20251021 12060 ... 12230 12090 NR
40 NR2605 20251021 12060 ... 12250 12130 NR
41 NR2606 20251021 12210 ... 12275 12150 NR
42 NR2607 20251021 ... 12180 12150 NR
43 NR2608 20251021 12090 ... 12195 12135 NR
44 NR2609 20251021 12310 ... 12305 12215 NR
45 NR2610 20251021 12280 ... 12275 12225 NR
47 BC2511 20251021 75720 ... 76030 75720 BC
48 BC2512 20251021 75850 ... 76090 75960 BC
49 BC2601 20251021 ... 75860 75860 BC
50 BC2602 20251021 ... 75800 75800 BC
51 BC2603 20251021 76730 ... 76430 75870 BC
52 BC2604 20251021 ... 76440 76440 BC
53 BC2605 20251021 ... 75900 75900 BC
54 BC2606 20251021 ... 75880 75880 BC
55 BC2607 20251021 ... 76570 76570 BC
56 BC2608 20251021 ... 75800 75800 BC
57 BC2609 20251021 ... 76130 76130 BC
58 BC2610 20251021 ... 76130 76130 BC
60 EC2510 20251021 1129 ... 1133.9 1102.6 EC
61 EC2512 20251021 1700 ... 1748.9 1683.4 EC
62 EC2602 20251021 1518 ... 1554.6 1524.2 EC
63 EC2604 20251021 1160.1 ... 1166 1152.4 EC
64 EC2606 20251021 1308.1 ... 1350.7 1328.9 EC
65 EC2608 20251021 1458.5 ... 1472.3 1445.3 EC
68 SC_TAS2511 20251021 ... SC_TAS
69 SC_TAS2512 20251021 ... SC_TAS
70 SC_TAS2601 20251021 ... SC_TAS
71 SC_TAS2602 20251021 ... SC_TAS
[66 rows x 12 columns]
2025-10-22 18:26:13,222 - future_1d - INFO - ak.get_ine_daily('2025-10-21') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251021 ... 85520 85300 CU
1 1 CU2512 20251021 ... 85530 85260 CU
2 2 CU2601 20251021 ... 85500 85230 CU
3 3 CU2602 20251021 ... 85490 85160 CU
4 4 CU2603 20251021 ... 85420 85120 CU
5 5 CU2604 20251021 ... 85320 85040 CU
6 6 CU2605 20251021 ... 85300 84970 CU
7 7 CU2606 20251021 ... 85210 84990 CU
8 8 CU2607 20251021 ... 85140 84890 CU
9 9 CU2608 20251021 ... 85060 84710 CU
10 10 CU2609 20251021 ... 84960 84510 CU
11 11 CU2610 20251021 ... 84880 84660 CU
12 12 BC2511 20251021 ... 76030 75720 BC
13 13 BC2512 20251021 ... 76090 75960 BC
14 14 BC2601 20251021 ... 75860 75860 BC
15 15 BC2602 20251021 ... 75800 75800 BC
16 16 BC2603 20251021 ... 76430 75870 BC
17 17 BC2604 20251021 ... 76440 76440 BC
18 18 BC2605 20251021 ... 75900 75900 BC
19 19 BC2606 20251021 ... 75880 75880 BC
20 20 BC2607 20251021 ... 76570 76570 BC
21 21 BC2608 20251021 ... 75800 75800 BC
22 22 BC2609 20251021 ... 76130 76130 BC
23 23 BC2610 20251021 ... 76130 76130 BC
24 24 AL2511 20251021 ... 20910 20900 AL
25 25 AL2512 20251021 ... 20930 20930 AL
26 26 AL2601 20251021 ... 20940 20930 AL
27 27 AL2602 20251021 ... 20955 20940 AL
28 28 AL2603 20251021 ... 20965 20955 AL
29 29 AL2604 20251021 ... 20980 20970 AL
30 30 AL2605 20251021 ... 20985 20985 AL
31 31 AL2606 20251021 ... 20985 20985 AL
32 32 AL2607 20251021 ... 20995 20995 AL
33 33 AL2608 20251021 ... 21020 21000 AL
34 34 AL2609 20251021 ... 21000 20995 AL
35 35 AL2610 20251021 ... 21015 20980 AL
36 36 ZN2511 20251021 ... 21955 21880 ZN
37 37 ZN2512 20251021 ... 21960 21885 ZN
38 38 ZN2601 20251021 ... 21995 21915 ZN
39 39 ZN2602 20251021 ... 22015 21945 ZN
40 40 ZN2603 20251021 ... 22075 21980 ZN
41 41 ZN2604 20251021 ... 22090 22010 ZN
42 42 ZN2605 20251021 ... 22125 22025 ZN
43 43 ZN2606 20251021 ... 22165 22080 ZN
44 44 ZN2607 20251021 ... 22160 22080 ZN
45 45 ZN2608 20251021 ... 22210 22105 ZN
46 46 ZN2609 20251021 ... 22205 22150 ZN
47 47 ZN2610 20251021 ... 22175 22210 ZN
48 48 PB2511 20251021 ... 17165 17100 PB
49 49 PB2512 20251021 ... 17170 17120 PB
50 50 PB2601 20251021 ... 17175 17110 PB
51 51 PB2602 20251021 ... 17180 17140 PB
52 52 PB2603 20251021 ... 17200 17155 PB
53 53 PB2604 20251021 ... 17220 17165 PB
54 54 PB2605 20251021 ... 17245 17175 PB
55 55 PB2606 20251021 ... 17200 17200 PB
56 56 PB2607 20251021 ... 17255 17210 PB
57 57 PB2608 20251021 ... 17285 17240 PB
58 58 PB2609 20251021 ... 17285 17270 PB
59 59 PB2610 20251021 ... 17235 17195 PB
60 60 NI2511 20251021 ... 121320 120750 NI
61 61 NI2512 20251021 ... 121510 120920 NI
62 62 NI2601 20251021 ... 121680 121140 NI
63 63 NI2602 20251021 ... 121830 121320 NI
64 64 NI2603 20251021 ... 122150 121540 NI
65 65 NI2604 20251021 ... 122400 121810 NI
66 66 NI2605 20251021 ... 122670 122070 NI
67 67 NI2606 20251021 ... 122820 122230 NI
68 68 NI2607 20251021 ... 122990 122530 NI
69 69 NI2608 20251021 ... 123260 122820 NI
70 70 NI2609 20251021 ... 123430 123150 NI
71 71 NI2610 20251021 ... 123670 123160 NI
72 72 SN2511 20251021 ... 280630 278950 SN
73 73 SN2512 20251021 ... 281110 279380 SN
74 74 SN2601 20251021 ... 281190 279520 SN
75 75 SN2602 20251021 ... 281230 279580 SN
76 76 SN2603 20251021 ... 281090 279470 SN
77 77 SN2604 20251021 ... 281150 279690 SN
78 78 SN2605 20251021 ... 281350 279650 SN
79 79 SN2606 20251021 ... 281260 279860 SN
80 80 SN2607 20251021 ... 282010 280420 SN
81 81 SN2608 20251021 ... 282490 280550 SN
82 82 SN2609 20251021 ... 282560 280620 SN
83 83 SN2610 20251021 ... 282220 281950 SN
84 84 AO2511 20251021 ... 2766 2788 AO
85 85 AO2512 20251021 ... 2780 2806 AO
86 86 AO2601 20251021 ... 2795 2816 AO
87 87 AO2602 20251021 ... 2818 2837 AO
88 88 AO2603 20251021 ... 2886 2903 AO
89 89 AO2604 20251021 ... 2888 2914 AO
90 90 AO2605 20251021 ... 2909 2927 AO
91 91 AO2606 20251021 ... 2917 2933 AO
92 92 AO2607 20251021 ... 2929 2942 AO
93 93 AO2608 20251021 ... 2941 2960 AO
94 94 AO2609 20251021 ... 2956 2975 AO
95 95 AO2610 20251021 ... 2968 2990 AO
96 96 AD2511 20251021 ... 20330 20330 AD
97 97 AD2512 20251021 ... 20400 20400 AD
98 98 AD2601 20251021 ... 20440 20440 AD
99 99 AD2602 20251021 ... 20445 20435 AD
100 100 AD2603 20251021 ... 20495 20350 AD
101 101 AD2604 20251021 ... 20450 20420 AD
102 102 AD2605 20251021 ... 20355 20360 AD
103 103 AD2606 20251021 ... 20335 20335 AD
104 104 AD2607 20251021 ... 20270 20270 AD
105 105 AD2608 20251021 ... 20390 20390 AD
106 106 AD2609 20251021 ... 20640 20640 AD
107 107 AD2610 20251021 ... 20495 20495 AD
108 108 AU2511 20251021 ... 990.32 973.38 AU
109 109 AU2512 20251021 ... 991.44 974.4 AU
110 110 AU2601 20251021 ... 992.86 977.04 AU
111 111 AU2602 20251021 ... 994.4 976.78 AU
112 112 AU2604 20251021 ... 996.3 979.42 AU
113 113 AU2606 20251021 ... 998.12 982.34 AU
114 114 AU2608 20251021 ... 999.56 984.54 AU
115 115 AU2610 20251021 ... 1002.78 986.66 AU
116 116 AG2511 20251021 ... 11849 11784 AG
117 117 AG2512 20251021 ... 11862 11782 AG
118 118 AG2601 20251021 ... 11874 11802 AG
119 119 AG2602 20251021 ... 11877 11809 AG
120 120 AG2603 20251021 ... 11893 11833 AG
121 121 AG2604 20251021 ... 11895 11834 AG
122 122 AG2605 20251021 ... 11900 11850 AG
123 123 AG2606 20251021 ... 11909 11857 AG
124 124 AG2607 20251021 ... 11927 11865 AG
125 125 AG2608 20251021 ... 11928 11872 AG
126 126 AG2609 20251021 ... 11947 11885 AG
127 127 AG2610 20251021 ... 11955 11910 AG
128 128 RB2511 20251021 ... 2990 2997 RB
129 129 RB2512 20251021 ... 3036 3041 RB
130 130 RB2601 20251021 ... 3050 3058 RB
131 131 RB2602 20251021 ... 3055 3063 RB
132 132 RB2603 20251021 ... 3078 3087 RB
133 133 RB2604 20251021 ... 3093 3105 RB
134 134 RB2605 20251021 ... 3106 3114 RB
135 135 RB2606 20251021 ... 3119 3129 RB
136 136 RB2607 20251021 ... 3133 3137 RB
137 137 RB2608 20251021 ... 3137 3145 RB
138 138 RB2609 20251021 ... 3139 3152 RB
139 139 RB2610 20251021 ... 3147 3151 RB
140 140 WR2511 20251021 ... 3310 3310 WR
141 141 WR2512 20251021 ... 3262 3262 WR
142 142 WR2601 20251021 ... 3339 3362 WR
143 143 WR2602 20251021 ... 3373 3403 WR
144 144 WR2603 20251021 ... 3361 3361 WR
145 145 WR2604 20251021 ... 3369 3369 WR
146 146 WR2605 20251021 ... 3365 3365 WR
147 147 WR2606 20251021 ... 3363 3363 WR
148 148 WR2607 20251021 ... 3400 3430 WR
149 149 WR2608 20251021 ... 3412 3461 WR
150 150 WR2609 20251021 ... 3430 3430 WR
151 151 WR2610 20251021 ... 3430 3430 WR
152 152 HC2511 20251021 ... 3281 3275 HC
153 153 HC2512 20251021 ... 3249 3261 HC
154 154 HC2601 20251021 ... 3221 3229 HC
155 155 HC2602 20251021 ... 3221 3231 HC
156 156 HC2603 20251021 ... 3227 3235 HC
157 157 HC2604 20251021 ... 3224 3240 HC
158 158 HC2605 20251021 ... 3239 3245 HC
159 159 HC2606 20251021 ... 3249 3247 HC
160 160 HC2607 20251021 ... 3249 3256 HC
161 161 HC2608 20251021 ... 3256 3262 HC
162 162 HC2609 20251021 ... 3252 3267 HC
163 163 HC2610 20251021 ... 3261 3267 HC
164 164 SS2511 20251021 ... 12640 12590 SS
165 165 SS2512 20251021 ... 12665 12610 SS
166 166 SS2601 20251021 ... 12745 12700 SS
167 167 SS2602 20251021 ... 12800 12755 SS
168 168 SS2603 20251021 ... 12885 12845 SS
169 169 SS2604 20251021 ... 12945 12925 SS
170 170 SS2605 20251021 ... 12995 12950 SS
171 171 SS2606 20251021 ... 13055 13025 SS
172 172 SS2607 20251021 ... 13080 13070 SS
173 173 SS2608 20251021 ... 13130 13135 SS
174 174 SS2609 20251021 ... 13220 13180 SS
175 175 SS2610 20251021 ... 13250 13230 SS
176 176 SC2511 20251021 ... 433 436.3 SC
177 177 SC2512 20251021 ... 436.2 439.1 SC
178 178 SC2601 20251021 ... 437.9 439.9 SC
179 179 SC2602 20251021 ... 439.8 441.3 SC
180 180 SC2603 20251021 ... 441.4 442.4 SC
181 181 SC2604 20251021 ... 443.9 443.9 SC
182 182 SC2605 20251021 ... 445.5 444.6 SC
183 183 SC2606 20251021 ... 446.4 445.5 SC
184 184 SC2607 20251021 ... 447.4 447.3 SC
185 185 SC2608 20251021 ... 446.3 448.1 SC
186 186 SC2609 20251021 ... 448.9 447.8 SC
187 187 SC2610 20251021 ... 447.3 447.3 SC
188 188 SC2612 20251021 ... 448.6 450.4 SC
189 189 SC2703 20251021 ... 448.1 448.1 SC
190 190 SC2706 20251021 ... 447.1 451.7 SC
191 191 SC2709 20251021 ... 450.2 450.2 SC
192 192 SC2712 20251021 ... 451.8 451.8 SC
193 193 SC2803 20251021 ... 449.6 448.9 SC
194 194 SC2806 20251021 ... 457 454.8 SC
195 195 SC2809 20251021 ... 455.8 456.3 SC
196 196 LU2511 20251021 ... 3036 3054 LU
197 197 LU2512 20251021 ... 3064 3085 LU
198 198 LU2601 20251021 ... 3068 3090 LU
199 199 LU2602 20251021 ... 3076 3098 LU
200 200 LU2603 20251021 ... 3083 3099 LU
201 201 LU2604 20251021 ... 3112 3112 LU
202 202 LU2605 20251021 ... 3088 3115 LU
203 203 LU2606 20251021 ... 3100 3124 LU
204 204 LU2607 20251021 ... 3103 3128 LU
205 205 LU2608 20251021 ... 3130 3130 LU
206 206 LU2609 20251021 ... 3114 3137 LU
207 207 LU2610 20251021 ... 3121 3137 LU
208 208 FU2511 20251021 ... 2750 2772 FU
209 209 FU2512 20251021 ... 2665 2684 FU
210 210 FU2601 20251021 ... 2635 2650 FU
211 211 FU2602 20251021 ... 2619 2633 FU
212 212 FU2603 20251021 ... 2613 2626 FU
213 213 FU2604 20251021 ... 2613 2625 FU
214 214 FU2605 20251021 ... 2605 2619 FU
215 215 FU2606 20251021 ... 2597 2611 FU
216 216 FU2607 20251021 ... 2589 2606 FU
217 217 FU2608 20251021 ... 2569 2581 FU
218 218 FU2609 20251021 ... 2560 2575 FU
219 219 FU2610 20251021 ... 2555 2567 FU
220 220 BU2511 20251021 ... 3263 3245 BU
221 221 BU2512 20251021 ... 3188 3172 BU
222 222 BU2601 20251021 ... 3156 3144 BU
223 223 BU2602 20251021 ... 3166 3153 BU
224 224 BU2603 20251021 ... 3187 3171 BU
225 225 BU2604 20251021 ... 3192 3180 BU
226 226 BU2605 20251021 ... 3200 3185 BU
227 227 BU2606 20251021 ... 3209 3193 BU
228 228 BU2607 20251021 ... 3198 3198 BU
229 229 BU2608 20251021 ... 3210 3190 BU
230 230 BU2609 20251021 ... 3211 3195 BU
231 231 BU2610 20251021 ... 3174 3168 BU
232 232 BU2612 20251021 ... 3153 3140 BU
233 233 BU2703 20251021 ... 3150 3150 BU
234 234 BU2706 20251021 ... 3173 3166 BU
235 235 BU2709 20251021 ... 3184 3166 BU
236 236 BR2511 20251021 ... 11040 10985 BR
237 237 BR2512 20251021 ... 10955 10880 BR
238 238 BR2601 20251021 ... 10940 10855 BR
239 239 BR2602 20251021 ... 10965 10850 BR
240 240 BR2603 20251021 ... 10945 10840 BR
241 241 BR2604 20251021 ... 11000 10890 BR
242 242 BR2605 20251021 ... 11020 10890 BR
243 243 BR2606 20251021 ... 11065 10910 BR
244 244 BR2607 20251021 ... 11285 11120 BR
245 245 BR2608 20251021 ... 11225 11185 BR
246 246 BR2609 20251021 ... 11215 11140 BR
247 247 BR2610 20251021 ... 11305 11210 BR
248 248 RU2511 20251021 ... 14260 14105 RU
249 249 RU2601 20251021 ... 15000 14865 RU
250 250 RU2603 20251021 ... 15010 14865 RU
251 251 RU2604 20251021 ... 15035 14880 RU
252 252 RU2605 20251021 ... 14995 14845 RU
253 253 RU2606 20251021 ... 15055 14855 RU
254 254 RU2607 20251021 ... 15155 14905 RU
255 255 RU2608 20251021 ... 14850 14915 RU
256 256 RU2609 20251021 ... 15140 14890 RU
257 257 RU2610 20251021 ... 15170 14890 RU
258 258 NR2511 20251021 ... 12295 12275 NR
259 259 NR2512 20251021 ... 12285 12240 NR
260 260 NR2601 20251021 ... 12275 12185 NR
261 261 NR2602 20251021 ... 12245 12115 NR
262 262 NR2603 20251021 ... 12280 12095 NR
263 263 NR2604 20251021 ... 12230 12090 NR
264 264 NR2605 20251021 ... 12250 12130 NR
265 265 NR2606 20251021 ... 12275 12150 NR
266 266 NR2607 20251021 ... 12180 12150 NR
267 267 NR2608 20251021 ... 12195 12135 NR
268 268 NR2609 20251021 ... 12305 12215 NR
269 269 NR2610 20251021 ... 12275 12225 NR
270 270 SP2511 20251021 ... 4846 4858 SP
271 271 SP2512 20251021 ... 4874 4884 SP
272 272 SP2601 20251021 ... 5154 5158 SP
273 273 SP2602 20251021 ... 5174 5166 SP
274 274 SP2603 20251021 ... 5180 5186 SP
275 275 SP2604 20251021 ... 5210 5202 SP
276 276 SP2605 20251021 ... 5208 5214 SP
277 277 SP2606 20251021 ... 5212 5212 SP
278 278 SP2607 20251021 ... 5220 5212 SP
279 279 SP2608 20251021 ... 5226 5214 SP
280 280 SP2609 20251021 ... 5212 5212 SP
281 281 SP2610 20251021 ... 5236 5212 SP
282 282 OP2601 20251021 ... 4166 4174 OP
283 283 OP2602 20251021 ... 4168 4166 OP
284 284 OP2603 20251021 ... 4176 4172 OP
285 285 OP2604 20251021 ... 4202 4208 OP
286 286 OP2605 20251021 ... 4200 4204 OP
287 287 OP2606 20251021 ... 4176 4176 OP
288 288 OP2607 20251021 ... 4190 4210 OP
289 289 OP2608 20251021 ... 4214 4212 OP
290 290 OP2609 20251021 ... 4198 4198 OP
291 291 OP2610 20251021 ... 4202 4202 OP
292 292 EC2510 20251021 ... 1133.9 1102.6 EC
293 293 EC2512 20251021 ... 1748.9 1683.4 EC
294 294 EC2602 20251021 ... 1554.6 1524.2 EC
295 295 EC2604 20251021 ... 1166 1152.4 EC
296 296 EC2606 20251021 ... 1350.7 1328.9 EC
297 297 EC2608 20251021 ... 1472.3 1445.3 EC
298 298 SC_TAS2511 20251021 ... SC_TAS
299 299 SC_TAS2512 20251021 ... SC_TAS
300 300 SC_TAS2601 20251021 ... SC_TAS
301 301 SC_TAS2602 20251021 ... SC_TAS
[302 rows x 13 columns]
2025-10-22 18:26:13,327 - future_1d - INFO - ak.get_shfe_daily('2025-10-21') done
2025-10-22 18:26:15,097 - future_1d - INFO - save future_daily 2025-10-21 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251022 0.0 ... 50860.0 51935.0 PS
1 PS2511 20251022 50700.0 ... 50235.0 50590.0 PS
2 PS2512 20251022 53005.0 ... 52600.0 52985.0 PS
3 PS2601 20251022 53000.0 ... 52520.0 52915.0 PS
4 PS2602 20251022 52885.0 ... 52145.0 52715.0 PS
5 PS2603 20251022 52655.0 ... 52140.0 52665.0 PS
6 PS2604 20251022 52600.0 ... 51850.0 52390.0 PS
7 PS2605 20251022 52620.0 ... 51920.0 52340.0 PS
8 PS2606 20251022 54380.0 ... 53590.0 54080.0 PS
9 PS2607 20251022 54010.0 ... 53360.0 53780.0 PS
10 PS2608 20251022 54015.0 ... 53135.0 53470.0 PS
11 PS2609 20251022 53360.0 ... 53110.0 53500.0 PS
13 SI2510 20251022 0.0 ... 8615.0 8460.0 SI
14 SI2511 20251022 8515.0 ... 8500.0 8480.0 SI
15 SI2512 20251022 8935.0 ... 8870.0 8865.0 SI
16 SI2601 20251022 8855.0 ... 8820.0 8820.0 SI
17 SI2602 20251022 8830.0 ... 8825.0 8835.0 SI
18 SI2603 20251022 8840.0 ... 8835.0 8840.0 SI
19 SI2604 20251022 8830.0 ... 8835.0 8855.0 SI
20 SI2605 20251022 8860.0 ... 8855.0 8850.0 SI
21 SI2606 20251022 8860.0 ... 8855.0 8865.0 SI
22 SI2607 20251022 8865.0 ... 8870.0 8855.0 SI
23 SI2608 20251022 8890.0 ... 8890.0 8890.0 SI
24 SI2609 20251022 8890.0 ... 8900.0 8900.0 SI
27 LC2510 20251022 76160.0 ... 73480.0 75780.0 LC
28 LC2511 20251022 75380.0 ... 76320.0 75440.0 LC
29 LC2512 20251022 76620.0 ... 76700.0 75800.0 LC
30 LC2601 20251022 76000.0 ... 76740.0 75880.0 LC
31 LC2602 20251022 75800.0 ... 76620.0 75680.0 LC
32 LC2603 20251022 75860.0 ... 76460.0 75580.0 LC
33 LC2604 20251022 76220.0 ... 76720.0 75840.0 LC
34 LC2605 20251022 76180.0 ... 76880.0 75920.0 LC
35 LC2606 20251022 75820.0 ... 76640.0 75720.0 LC
36 LC2607 20251022 76100.0 ... 76560.0 75700.0 LC
37 LC2608 20251022 76240.0 ... 76740.0 75940.0 LC
38 LC2609 20251022 76080.0 ... 76820.0 76060.0 LC
[36 rows x 12 columns]
2025-10-22 18:26:19,761 - future_1d - INFO - ak.get_gfex_daily('2025-10-22') done
symbol date open ... settle pre_settle variety
0 a2511 20251022 4030.00 ... 4027.00 4049.00 A
1 a2601 20251022 4060.00 ... 4050.00 4073.00 A
2 a2603 20251022 4068.00 ... 4052.00 4071.00 A
3 a2605 20251022 4098.00 ... 4092.00 4104.00 A
4 a2607 20251022 4098.00 ... 4088.00 4101.00 A
5 a2609 20251022 4098.00 ... 4091.00 4106.00 A
6 b2510 20251022 0.00 ... 3629.00 3600.00 B
7 b2511 20251022 3586.00 ... 3572.00 3611.00 B
8 b2512 20251022 3601.00 ... 3583.00 3620.00 B
9 b2601 20251022 3621.00 ... 3595.00 3629.00 B
10 b2602 20251022 3630.00 ... 3616.00 3643.00 B
11 b2603 20251022 3602.00 ... 3589.00 3609.00 B
12 b2604 20251022 3501.00 ... 3496.00 3512.00 B
13 b2605 20251022 3461.00 ... 3452.00 3467.00 B
14 b2606 20251022 3431.00 ... 3427.00 3438.00 B
15 b2607 20251022 3427.00 ... 3430.00 3438.00 B
16 b2608 20251022 3527.00 ... 3524.00 3533.00 B
17 b2609 20251022 3564.00 ... 3552.00 3564.00 B
18 bb2511 20251022 0.00 ... 144.50 144.50 BB
19 bb2601 20251022 146.70 ... 146.90 147.00 BB
20 bb2603 20251022 146.85 ... 146.90 147.10 BB
21 bb2605 20251022 146.90 ... 146.90 147.10 BB
22 bb2607 20251022 0.00 ... 151.85 152.05 BB
23 bb2609 20251022 0.00 ... 151.85 152.05 BB
24 bz2603 20251022 5476.00 ... 5521.00 5482.00 BZ
25 bz2604 20251022 5480.00 ... 5522.00 5480.00 BZ
26 bz2605 20251022 5505.00 ... 5516.00 5482.00 BZ
27 bz2606 20251022 5483.00 ... 5492.00 5480.00 BZ
28 bz2607 20251022 0.00 ... 5519.00 5468.00 BZ
29 bz2608 20251022 5535.00 ... 5535.00 5480.00 BZ
30 bz2609 20251022 0.00 ... 5536.00 5456.00 BZ
31 c2511 20251022 2120.00 ... 2114.00 2119.00 C
32 c2601 20251022 2141.00 ... 2131.00 2141.00 C
33 c2603 20251022 2169.00 ... 2159.00 2170.00 C
34 c2605 20251022 2249.00 ... 2238.00 2249.00 C
35 c2607 20251022 2274.00 ... 2261.00 2273.00 C
36 c2609 20251022 2287.00 ... 2274.00 2289.00 C
37 cs2511 20251022 2390.00 ... 2398.00 2389.00 CS
38 cs2601 20251022 2430.00 ... 2424.00 2422.00 CS
39 cs2603 20251022 2447.00 ... 2441.00 2442.00 CS
40 cs2605 20251022 2551.00 ... 2545.00 2548.00 CS
41 cs2607 20251022 2566.00 ... 2563.00 2565.00 CS
42 cs2609 20251022 2616.00 ... 2606.00 2608.00 CS
43 eb2510 20251022 0.00 ... 6217.00 6217.00 EB
44 eb2511 20251022 6480.00 ... 6484.00 6441.00 EB
45 eb2512 20251022 6502.00 ... 6511.00 6470.00 EB
46 eb2601 20251022 6535.00 ... 6561.00 6519.00 EB
47 eb2602 20251022 6585.00 ... 6616.00 6585.00 EB
48 eb2603 20251022 6669.00 ... 6684.00 6650.00 EB
49 eb2604 20251022 6730.00 ... 6765.00 6718.00 EB
50 eb2605 20251022 6784.00 ... 6826.00 6782.00 EB
51 eb2606 20251022 6823.00 ... 6820.00 6817.00 EB
52 eb2607 20251022 6909.00 ... 6920.00 6817.00 EB
53 eb2608 20251022 6925.00 ... 6938.00 6822.00 EB
54 eb2609 20251022 6919.00 ... 6914.00 6868.00 EB
55 eg2510 20251022 0.00 ... 4057.00 4057.00 EG
56 eg2511 20251022 4006.00 ... 4019.00 4001.00 EG
57 eg2512 20251022 3988.00 ... 4023.00 4000.00 EG
58 eg2601 20251022 4015.00 ... 4033.00 4003.00 EG
59 eg2602 20251022 4025.00 ... 4041.00 4015.00 EG
60 eg2603 20251022 4033.00 ... 4059.00 4028.00 EG
61 eg2604 20251022 4076.00 ... 4093.00 4093.00 EG
62 eg2605 20251022 4107.00 ... 4111.00 4085.00 EG
63 eg2606 20251022 4099.00 ... 4131.00 4103.00 EG
64 eg2607 20251022 4133.00 ... 4143.00 4114.00 EG
65 eg2608 20251022 4164.00 ... 4164.00 4119.00 EG
66 eg2609 20251022 4171.00 ... 4178.00 4140.00 EG
67 fb2510 20251022 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251022 1228.50 ... 1230.50 1236.50 FB
69 fb2512 20251022 1258.50 ... 1257.50 1259.00 FB
70 fb2601 20251022 1273.00 ... 1269.00 1267.50 FB
71 fb2602 20251022 1267.00 ... 1268.50 1266.50 FB
72 fb2603 20251022 1260.00 ... 1261.00 1261.00 FB
73 fb2604 20251022 0.00 ... 1260.50 1260.50 FB
74 fb2605 20251022 1268.50 ... 1268.50 1285.50 FB
75 fb2606 20251022 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251022 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251022 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251022 0.00 ... 1296.00 1296.00 FB
79 i2510 20251022 0.00 ... 809.00 806.00 I
80 i2511 20251022 792.00 ... 797.00 791.50 I
81 i2512 20251022 785.00 ... 787.00 782.00 I
82 i2601 20251022 772.50 ... 774.00 769.00 I
83 i2602 20251022 770.50 ... 772.00 767.50 I
84 i2603 20251022 767.00 ... 768.50 763.50 I
85 i2604 20251022 764.00 ... 763.50 758.50 I
86 i2605 20251022 752.00 ... 753.50 749.50 I
87 i2606 20251022 748.00 ... 748.50 745.50 I
88 i2607 20251022 743.00 ... 744.00 739.50 I
89 i2608 20251022 739.00 ... 739.50 735.50 I
90 i2609 20251022 730.50 ... 732.50 729.00 I
91 j2510 20251022 0.00 ... 1600.50 1600.00 J
92 j2511 20251022 1627.50 ... 1634.00 1626.00 J
93 j2512 20251022 1661.00 ... 1671.50 1662.50 J
94 j2601 20251022 1672.00 ... 1696.50 1691.50 J
95 j2602 20251022 1717.50 ... 1717.50 1732.50 J
96 j2603 20251022 1738.50 ... 1738.50 1738.50 J
97 j2604 20251022 1805.00 ... 1805.00 1816.50 J
98 j2605 20251022 1810.00 ... 1840.50 1837.50 J
99 j2606 20251022 1847.50 ... 1858.50 1881.50 J
100 j2607 20251022 0.00 ... 1881.00 1881.00 J
101 j2608 20251022 0.00 ... 1865.00 1865.00 J
102 j2609 20251022 1917.50 ... 1921.00 1917.50 J
103 jd2510 20251022 2780.00 ... 2780.00 2790.00 JD
104 jd2511 20251022 2820.00 ... 2806.00 2794.00 JD
105 jd2512 20251022 2962.00 ... 2932.00 2931.00 JD
106 jd2601 20251022 3169.00 ... 3157.00 3155.00 JD
107 jd2602 20251022 2950.00 ... 2940.00 2946.00 JD
108 jd2603 20251022 2955.00 ... 2947.00 2956.00 JD
109 jd2604 20251022 3142.00 ... 3138.00 3138.00 JD
110 jd2605 20251022 3349.00 ... 3336.00 3342.00 JD
111 jd2606 20251022 3241.00 ... 3222.00 3240.00 JD
112 jd2607 20251022 3487.00 ... 3460.00 3480.00 JD
113 jd2608 20251022 3956.00 ... 3931.00 3958.00 JD
114 jd2609 20251022 3828.00 ... 3796.00 3838.00 JD
115 jm2510 20251022 1065.50 ... 953.00 1055.50 JM
116 jm2511 20251022 1068.50 ... 1077.00 1071.50 JM
117 jm2512 20251022 1118.00 ... 1131.00 1125.50 JM
118 jm2601 20251022 1180.00 ... 1197.00 1192.50 JM
119 jm2602 20251022 1202.00 ... 1219.50 1214.50 JM
120 jm2603 20251022 1219.50 ... 1238.50 1231.00 JM
121 jm2604 20251022 1232.50 ... 1256.00 1248.50 JM
122 jm2605 20251022 1251.00 ... 1272.00 1265.00 JM
123 jm2606 20251022 1277.50 ... 1296.00 1282.00 JM
124 jm2607 20251022 1292.00 ... 1306.50 1298.50 JM
125 jm2608 20251022 1314.00 ... 1332.00 1322.50 JM
126 jm2609 20251022 1335.00 ... 1351.00 1338.00 JM
127 l2510 20251022 0.00 ... 6922.00 6848.00 L
128 l2511 20251022 6862.00 ... 6887.00 6851.00 L
129 l2512 20251022 6883.00 ... 6908.00 6865.00 L
130 l2601 20251022 6889.00 ... 6914.00 6869.00 L
131 l2602 20251022 6892.00 ... 6906.00 6867.00 L
132 l2603 20251022 6900.00 ... 6923.00 6874.00 L
133 l2604 20251022 6991.00 ... 6985.00 6902.00 L
134 l2605 20251022 6917.00 ... 6953.00 6911.00 L
135 l2606 20251022 6940.00 ... 6944.00 6904.00 L
136 l2607 20251022 6952.00 ... 6956.00 6932.00 L
137 l2608 20251022 6949.00 ... 6950.00 6947.00 L
138 l2609 20251022 6959.00 ... 6993.00 6946.00 L
139 lg2511 20251022 802.00 ... 792.50 803.00 LG
140 lg2601 20251022 839.50 ... 832.00 837.00 LG
141 lg2603 20251022 836.00 ... 834.50 834.00 LG
142 lg2605 20251022 836.00 ... 835.50 836.50 LG
143 lg2607 20251022 838.00 ... 837.00 837.50 LG
144 lg2609 20251022 837.00 ... 836.00 838.00 LG
145 lh2511 20251022 11575.00 ... 11440.00 11430.00 LH
146 lh2601 20251022 12230.00 ... 12205.00 12120.00 LH
147 lh2603 20251022 11650.00 ... 11580.00 11520.00 LH
148 lh2605 20251022 12090.00 ... 12100.00 12055.00 LH
149 lh2607 20251022 12800.00 ... 12835.00 12830.00 LH
150 lh2609 20251022 13675.00 ... 13650.00 13635.00 LH
151 m2511 20251022 2862.00 ... 2852.00 2878.00 M
152 m2512 20251022 2897.00 ... 2878.00 2905.00 M
153 m2601 20251022 2886.00 ... 2872.00 2897.00 M
154 m2603 20251022 2874.00 ... 2867.00 2885.00 M
155 m2605 20251022 2740.00 ... 2737.00 2744.00 M
156 m2607 20251022 2727.00 ... 2723.00 2728.00 M
157 m2608 20251022 2851.00 ... 2847.00 2853.00 M
158 m2609 20251022 2860.00 ... 2853.00 2860.00 M
159 p2510 20251022 0.00 ... 9402.00 9120.00 P
160 p2511 20251022 9190.00 ... 9138.00 9226.00 P
161 p2512 20251022 9220.00 ... 9166.00 9272.00 P
162 p2601 20251022 9286.00 ... 9224.00 9322.00 P
163 p2602 20251022 9270.00 ... 9236.00 9314.00 P
164 p2603 20251022 9286.00 ... 9254.00 9330.00 P
165 p2604 20251022 9278.00 ... 9246.00 9348.00 P
166 p2605 20251022 9254.00 ... 9196.00 9306.00 P
167 p2606 20251022 9176.00 ... 9136.00 9232.00 P
168 p2607 20251022 9084.00 ... 9050.00 9146.00 P
169 p2608 20251022 9008.00 ... 8998.00 9050.00 P
170 p2609 20251022 8988.00 ... 8958.00 9012.00 P
171 pg2510 20251022 0.00 ... 4339.00 4339.00 PG
172 pg2511 20251022 4251.00 ... 4281.00 4246.00 PG
173 pg2512 20251022 4108.00 ... 4130.00 4106.00 PG
174 pg2601 20251022 4006.00 ... 4011.00 3997.00 PG
175 pg2602 20251022 3917.00 ... 3913.00 3904.00 PG
176 pg2603 20251022 3808.00 ... 3800.00 3796.00 PG
177 pg2604 20251022 4137.00 ... 4128.00 4124.00 PG
178 pg2605 20251022 4058.00 ... 4054.00 4048.00 PG
179 pg2606 20251022 3980.00 ... 3987.00 3986.00 PG
180 pg2607 20251022 3931.00 ... 3927.00 3923.00 PG
181 pg2608 20251022 3869.00 ... 3867.00 3866.00 PG
182 pg2609 20251022 3801.00 ... 3806.00 3802.00 PG
183 pp2510 20251022 0.00 ... 6571.00 6455.00 PP
184 pp2511 20251022 6530.00 ... 6542.00 6507.00 PP
185 pp2512 20251022 6566.00 ... 6591.00 6553.00 PP
186 pp2601 20251022 6610.00 ... 6607.00 6572.00 PP
187 pp2602 20251022 6589.00 ... 6599.00 6570.00 PP
188 pp2603 20251022 6591.00 ... 6606.00 6572.00 PP
189 pp2604 20251022 6621.00 ... 6644.00 6600.00 PP
190 pp2605 20251022 6635.00 ... 6652.00 6619.00 PP
191 pp2606 20251022 6589.00 ... 6627.00 6599.00 PP
192 pp2607 20251022 6597.00 ... 6614.00 6597.00 PP
193 pp2608 20251022 6629.00 ... 6646.00 6625.00 PP
194 pp2609 20251022 6667.00 ... 6673.00 6647.00 PP
195 rr2510 20251022 0.00 ... 3617.00 3635.00 RR
196 rr2511 20251022 3618.00 ... 3616.00 3618.00 RR
197 rr2512 20251022 3605.00 ... 3591.00 3599.00 RR
198 rr2601 20251022 3626.00 ... 3619.00 3627.00 RR
199 rr2602 20251022 3611.00 ... 3601.00 3613.00 RR
200 rr2603 20251022 3609.00 ... 3607.00 3615.00 RR
201 rr2604 20251022 3623.00 ... 3615.00 3621.00 RR
202 rr2605 20251022 3611.00 ... 3610.00 3616.00 RR
203 rr2606 20251022 3605.00 ... 3602.00 3610.00 RR
204 rr2607 20251022 3603.00 ... 3602.00 3616.00 RR
205 rr2608 20251022 3589.00 ... 3598.00 3604.00 RR
206 rr2609 20251022 0.00 ... 3616.00 3616.00 RR
207 v2510 20251022 4590.00 ... 4588.00 4590.00 V
208 v2511 20251022 4630.00 ... 4621.00 4613.00 V
209 v2512 20251022 4668.00 ... 4664.00 4655.00 V
210 v2601 20251022 4695.00 ... 4706.00 4699.00 V
211 v2602 20251022 4743.00 ... 4755.00 4742.00 V
212 v2603 20251022 4762.00 ... 4784.00 4773.00 V
213 v2604 20251022 4954.00 ... 4977.00 4974.00 V
214 v2605 20251022 4990.00 ... 5011.00 5002.00 V
215 v2606 20251022 5032.00 ... 5043.00 5051.00 V
216 v2607 20251022 5068.00 ... 5086.00 5088.00 V
217 v2608 20251022 5098.00 ... 5120.00 5120.00 V
218 v2609 20251022 5122.00 ... 5147.00 5126.00 V
219 y2511 20251022 8252.00 ... 8214.00 8294.00 Y
220 y2512 20251022 8314.00 ... 8278.00 8348.00 Y
221 y2601 20251022 8294.00 ... 8246.00 8320.00 Y
222 y2603 20251022 8226.00 ... 8200.00 8276.00 Y
223 y2605 20251022 8126.00 ... 8076.00 8134.00 Y
224 y2607 20251022 8050.00 ... 8004.00 8076.00 Y
225 y2608 20251022 8026.00 ... 8008.00 8070.00 Y
226 y2609 20251022 8028.00 ... 7982.00 8028.00 Y
[227 rows x 12 columns]
2025-10-22 18:26:20,511 - future_1d - INFO - ak.get_dce_daily('2025-10-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251022 9380.0 9499.0 ... 37.76 9440.0 9440.0 AP
1 AP511 20251022 8832.0 8867.0 ... 1852.90 8823.0 8879.0 AP
2 AP512 20251022 8737.0 8784.0 ... 2816.59 8747.0 8774.0 AP
3 AP601 20251022 8815.0 8846.0 ... 744830.10 8790.0 8819.0 AP
4 AP603 20251022 8875.0 8917.0 ... 2043.17 8883.0 8898.0 AP
5 AP604 20251022 9092.0 9127.0 ... 1519.42 9098.0 9108.0 AP
6 AP605 20251022 9200.0 9349.0 ... 222362.68 9297.0 9282.0 AP
7 CF511 20251022 13730.0 13760.0 ... 44711.53 13705.0 13645.0 CF
8 CF601 20251022 13525.0 13570.0 ... 1301742.96 13540.0 13495.0 CF
9 CF603 20251022 13570.0 13600.0 ... 127018.78 13570.0 13535.0 CF
10 CF605 20251022 13610.0 13620.0 ... 338149.73 13590.0 13560.0 CF
11 CF607 20251022 13615.0 13635.0 ... 951.87 13600.0 13560.0 CF
12 CF609 20251022 13770.0 13790.0 ... 4376.01 13760.0 13720.0 CF
13 CJ512 20251022 11235.0 11260.0 ... 9322.85 11045.0 11275.0 CJ
14 CJ601 20251022 11350.0 11375.0 ... 1757891.84 11160.0 11400.0 CJ
15 CJ603 20251022 11250.0 11275.0 ... 28359.64 11005.0 11295.0 CJ
16 CJ605 20251022 11315.0 11355.0 ... 403634.53 11105.0 11370.0 CJ
17 CJ607 20251022 11380.0 11430.0 ... 10026.58 11155.0 11445.0 CJ
18 CJ609 20251022 11505.0 11555.0 ... 4178.92 11325.0 11580.0 CJ
19 CY510 20251022 0.0 0.0 ... 0.00 19840.0 19765.0 CY
20 CY511 20251022 19985.0 20035.0 ... 169.67 19960.0 20000.0 CY
21 CY512 20251022 0.0 0.0 ... 0.00 19515.0 19505.0 CY
22 CY601 20251022 19760.0 19775.0 ... 108225.18 19740.0 19665.0 CY
23 CY602 20251022 0.0 0.0 ... 0.00 19570.0 19475.0 CY
24 CY603 20251022 19720.0 19730.0 ... 49.31 19725.0 19755.0 CY
25 CY604 20251022 19555.0 19555.0 ... 9.78 19555.0 19400.0 CY
26 CY605 20251022 19730.0 19745.0 ... 19.74 19740.0 19790.0 CY
27 CY606 20251022 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251022 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251022 0.0 0.0 ... 0.00 19770.0 19770.0 CY
30 CY609 20251022 20085.0 20085.0 ... 10.04 20085.0 19955.0 CY
31 FG510 20251022 980.0 980.0 ... 41.16 980.0 980.0 FG
32 FG511 20251022 991.0 996.0 ... 15167.23 992.0 992.0 FG
33 FG512 20251022 1095.0 1107.0 ... 95811.15 1096.0 1094.0 FG
34 FG601 20251022 1088.0 1100.0 ... 3017766.48 1090.0 1089.0 FG
35 FG602 20251022 1160.0 1169.0 ... 48663.58 1163.0 1158.0 FG
36 FG603 20251022 1164.0 1173.0 ... 132019.86 1165.0 1161.0 FG
37 FG604 20251022 1236.0 1248.0 ... 488.83 1241.0 1235.0 FG
38 FG605 20251022 1238.0 1248.0 ... 132742.96 1240.0 1235.0 FG
39 FG606 20251022 1277.0 1292.0 ... 791.97 1286.0 1277.0 FG
40 FG607 20251022 1263.0 1282.0 ... 1016.74 1274.0 1263.0 FG
41 FG608 20251022 1317.0 1337.0 ... 985.78 1329.0 1317.0 FG
42 FG609 20251022 1320.0 1337.0 ... 6186.81 1329.0 1317.0 FG
43 JR511 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251022 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251022 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251022 0.0 0.0 ... 511.43 2253.0 2245.0 MA
52 MA511 20251022 2250.0 2250.0 ... 4995.64 2235.0 2238.0 MA
53 MA512 20251022 2268.0 2268.0 ... 49724.53 2253.0 2248.0 MA
54 MA601 20251022 2276.0 2276.0 ... 1312118.92 2265.0 2257.0 MA
55 MA602 20251022 2300.0 2305.0 ... 44831.28 2294.0 2281.0 MA
56 MA603 20251022 2316.0 2325.0 ... 68162.53 2314.0 2301.0 MA
57 MA604 20251022 2308.0 2326.0 ... 104.20 2316.0 2300.0 MA
58 MA605 20251022 2294.0 2311.0 ... 148175.06 2296.0 2281.0 MA
59 MA606 20251022 2290.0 2304.0 ... 22.92 2292.0 2286.0 MA
60 MA607 20251022 2278.0 2290.0 ... 29.66 2282.0 2273.0 MA
61 MA608 20251022 2270.0 2288.0 ... 4.56 2279.0 2269.0 MA
62 MA609 20251022 2257.0 2270.0 ... 3196.81 2258.0 2245.0 MA
63 OI511 20251022 10016.0 10025.0 ... 19996.11 9993.0 10037.0 OI
64 OI601 20251022 9845.0 9870.0 ... 1813809.79 9839.0 9882.0 OI
65 OI603 20251022 9696.0 9702.0 ... 335964.13 9671.0 9722.0 OI
66 OI605 20251022 9494.0 9507.0 ... 123541.80 9469.0 9507.0 OI
67 OI607 20251022 9435.0 9444.0 ... 1187.76 9427.0 9454.0 OI
68 OI609 20251022 9403.0 9409.0 ... 1417.70 9389.0 9433.0 OI
69 PF510 20251022 6100.0 6100.0 ... 496.95 6098.0 6090.0 PF
70 PF511 20251022 6088.0 6182.0 ... 24680.48 6136.0 6072.0 PF
71 PF512 20251022 6086.0 6180.0 ... 662015.08 6130.0 6058.0 PF
72 PF601 20251022 6096.0 6182.0 ... 168352.15 6150.0 6064.0 PF
73 PF602 20251022 6074.0 6172.0 ... 222624.49 6132.0 6060.0 PF
74 PF603 20251022 6074.0 6162.0 ... 90012.05 6126.0 6042.0 PF
75 PF604 20251022 6136.0 6202.0 ... 107.96 6170.0 6098.0 PF
76 PF605 20251022 6122.0 6198.0 ... 197.36 6168.0 6112.0 PF
77 PF606 20251022 6170.0 6170.0 ... 12.33 6166.0 6110.0 PF
78 PF607 20251022 6144.0 6250.0 ... 24.77 6192.0 6144.0 PF
79 PF608 20251022 6264.0 6264.0 ... 6.25 6250.0 6152.0 PF
80 PF609 20251022 6220.0 6244.0 ... 15.57 6228.0 6148.0 PF
81 PK510 20251022 0.0 0.0 ... 0.00 7804.0 7804.0 PK
82 PK511 20251022 7640.0 7702.0 ... 12160.04 7654.0 7674.0 PK
83 PK512 20251022 7764.0 7780.0 ... 102108.57 7736.0 7790.0 PK
84 PK601 20251022 7856.0 7858.0 ... 486157.45 7830.0 7900.0 PK
85 PK603 20251022 7970.0 7970.0 ... 105098.24 7928.0 7988.0 PK
86 PK604 20251022 7944.0 7960.0 ... 2124.29 7942.0 7990.0 PK
87 PK605 20251022 7990.0 8014.0 ... 24019.91 7978.0 8020.0 PK
88 PL601 20251022 6039.0 6112.0 ... 68261.91 6069.0 6031.0 PL
89 PL602 20251022 6097.0 6157.0 ... 32106.22 6115.0 6078.0 PL
90 PL603 20251022 6098.0 6155.0 ... 22374.16 6117.0 6075.0 PL
91 PL604 20251022 0.0 0.0 ... 0.00 6082.0 6082.0 PL
92 PL605 20251022 6060.0 6118.0 ... 85.24 6089.0 6075.0 PL
93 PL606 20251022 0.0 0.0 ... 0.00 6065.0 6002.0 PL
94 PL607 20251022 6179.0 6179.0 ... 24.72 6179.0 6037.0 PL
95 PL608 20251022 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251022 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251022 0.0 0.0 ... 128.39 5706.0 5660.0 PR
104 PR511 20251022 5594.0 5658.0 ... 11342.78 5626.0 5574.0 PR
105 PR512 20251022 5588.0 5648.0 ... 298331.69 5618.0 5556.0 PR
106 PR601 20251022 5550.0 5614.0 ... 477431.27 5574.0 5524.0 PR
107 PR602 20251022 5598.0 5656.0 ... 112066.77 5610.0 5568.0 PR
108 PR603 20251022 5600.0 5642.0 ... 176.96 5618.0 5580.0 PR
109 PR604 20251022 5596.0 5664.0 ... 169.16 5640.0 5606.0 PR
110 PR605 20251022 5624.0 5674.0 ... 228.78 5650.0 5608.0 PR
111 PR606 20251022 5706.0 5716.0 ... 17.13 5712.0 5644.0 PR
112 PR607 20251022 0.0 0.0 ... 0.00 5706.0 5670.0 PR
113 PR608 20251022 0.0 0.0 ... 0.00 5724.0 5682.0 PR
114 PR609 20251022 0.0 0.0 ... 0.00 5714.0 5656.0 PR
115 PX510 20251022 6410.0 6410.0 ... 573.70 6410.0 6302.0 PX
116 PX511 20251022 6334.0 6468.0 ... 14672.75 6406.0 6324.0 PX
117 PX512 20251022 6352.0 6468.0 ... 204140.38 6396.0 6328.0 PX
118 PX601 20251022 6356.0 6460.0 ... 654412.66 6402.0 6322.0 PX
119 PX602 20251022 6372.0 6474.0 ... 209706.39 6418.0 6342.0 PX
120 PX603 20251022 6368.0 6472.0 ... 177235.20 6396.0 6344.0 PX
121 PX604 20251022 6436.0 6438.0 ... 6.44 6438.0 6336.0 PX
122 PX605 20251022 6388.0 6474.0 ... 5264.81 6448.0 6368.0 PX
123 PX606 20251022 6452.0 6452.0 ... 3.23 6452.0 6378.0 PX
124 PX607 20251022 0.0 0.0 ... 0.00 6474.0 6374.0 PX
125 PX608 20251022 6472.0 6472.0 ... 6.47 6466.0 6384.0 PX
126 PX609 20251022 6440.0 6446.0 ... 12.89 6444.0 6408.0 PX
127 RI511 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251022 2401.0 2412.0 ... 2133.68 2406.0 2412.0 RM
134 RM601 20251022 2320.0 2327.0 ... 661496.36 2311.0 2340.0 RM
135 RM603 20251022 2295.0 2295.0 ... 7367.40 2287.0 2304.0 RM
136 RM605 20251022 2301.0 2304.0 ... 162595.28 2295.0 2306.0 RM
137 RM607 20251022 2294.0 2301.0 ... 11735.84 2291.0 2299.0 RM
138 RM608 20251022 2395.0 2401.0 ... 1208.65 2393.0 2402.0 RM
139 RM609 20251022 2392.0 2394.0 ... 5045.91 2387.0 2397.0 RM
140 RS511 20251022 5359.0 5434.0 ... 59.48 5407.0 5299.0 RS
141 RS607 20251022 0.0 0.0 ... 0.00 5506.0 5506.0 RS
142 RS608 20251022 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251022 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251022 1138.0 1139.0 ... 290.57 1135.0 1129.0 SA
145 SA511 20251022 1143.0 1158.0 ... 9484.78 1149.0 1137.0 SA
146 SA512 20251022 1200.0 1220.0 ... 140481.21 1210.0 1198.0 SA
147 SA601 20251022 1211.0 1230.0 ... 1886521.25 1220.0 1207.0 SA
148 SA602 20251022 1249.0 1267.0 ... 145213.50 1259.0 1249.0 SA
149 SA603 20251022 1255.0 1277.0 ... 268212.79 1267.0 1256.0 SA
150 SA604 20251022 1289.0 1309.0 ... 927.18 1302.0 1289.0 SA
151 SA605 20251022 1295.0 1313.0 ... 83819.59 1304.0 1295.0 SA
152 SA606 20251022 1314.0 1330.0 ... 431.47 1324.0 1310.0 SA
153 SA607 20251022 1317.0 1334.0 ... 728.21 1329.0 1319.0 SA
154 SA608 20251022 1353.0 1367.0 ... 253.36 1362.0 1353.0 SA
155 SA609 20251022 1358.0 1375.0 ... 3470.02 1367.0 1358.0 SA
156 SF510 20251022 0.0 0.0 ... 744.93 5340.0 5298.0 SF
157 SF511 20251022 5480.0 5554.0 ... 21070.98 5526.0 5488.0 SF
158 SF512 20251022 5486.0 5562.0 ... 37741.49 5526.0 5482.0 SF
159 SF601 20251022 5474.0 5558.0 ... 370098.22 5522.0 5480.0 SF
160 SF602 20251022 5400.0 5488.0 ... 39115.26 5452.0 5412.0 SF
161 SF603 20251022 5528.0 5634.0 ... 68752.17 5588.0 5536.0 SF
162 SF604 20251022 5588.0 5588.0 ... 2.79 5588.0 5536.0 SF
163 SF605 20251022 5520.0 5606.0 ... 2820.81 5576.0 5504.0 SF
164 SF606 20251022 5508.0 5568.0 ... 121.87 5540.0 5500.0 SF
165 SF607 20251022 5660.0 5710.0 ... 93.77 5684.0 5636.0 SF
166 SF608 20251022 5694.0 5694.0 ... 5.69 5694.0 5618.0 SF
167 SF609 20251022 5620.0 5676.0 ... 211.82 5648.0 5612.0 SF
168 SH510 20251022 0.0 0.0 ... 0.00 2350.0 2348.0 SH
169 SH511 20251022 2415.0 2428.0 ... 9711.69 2419.0 2411.0 SH
170 SH512 20251022 2389.0 2413.0 ... 126519.62 2400.0 2395.0 SH
171 SH601 20251022 2380.0 2399.0 ... 1805307.19 2383.0 2381.0 SH
172 SH602 20251022 2400.0 2413.0 ... 280782.36 2402.0 2403.0 SH
173 SH603 20251022 2406.0 2424.0 ... 273728.02 2412.0 2410.0 SH
174 SH604 20251022 2461.0 2476.0 ... 562.09 2465.0 2470.0 SH
175 SH605 20251022 2475.0 2493.0 ... 15761.80 2478.0 2480.0 SH
176 SH606 20251022 2509.0 2527.0 ... 135.99 2518.0 2516.0 SH
177 SH607 20251022 2525.0 2539.0 ... 60.71 2530.0 2529.0 SH
178 SH608 20251022 2561.0 2571.0 ... 46.15 2564.0 2563.0 SH
179 SH609 20251022 2568.0 2573.0 ... 138.58 2566.0 2565.0 SH
180 SM510 20251022 0.0 0.0 ... 1963.96 5668.0 5612.0 SM
181 SM511 20251022 5726.0 5802.0 ... 2447.18 5778.0 5740.0 SM
182 SM512 20251022 5738.0 5816.0 ... 170772.16 5776.0 5744.0 SM
183 SM601 20251022 5752.0 5828.0 ... 505804.77 5794.0 5754.0 SM
184 SM602 20251022 5756.0 5832.0 ... 162457.74 5794.0 5758.0 SM
185 SM603 20251022 5756.0 5844.0 ... 148618.82 5804.0 5762.0 SM
186 SM604 20251022 5824.0 5824.0 ... 2.91 5824.0 5766.0 SM
187 SM605 20251022 5782.0 5862.0 ... 21273.25 5832.0 5792.0 SM
188 SM606 20251022 5812.0 5866.0 ... 5.84 5840.0 5776.0 SM
189 SM607 20251022 5880.0 5880.0 ... 2.94 5880.0 5768.0 SM
190 SM608 20251022 0.0 0.0 ... 0.00 5868.0 5798.0 SM
191 SM609 20251022 5814.0 5886.0 ... 1621.45 5844.0 5824.0 SM
192 SR511 20251022 5387.0 5397.0 ... 4359.64 5389.0 5388.0 SR
193 SR601 20251022 5425.0 5434.0 ... 1145988.28 5416.0 5436.0 SR
194 SR603 20251022 5407.0 5414.0 ... 231841.23 5398.0 5418.0 SR
195 SR605 20251022 5379.0 5390.0 ... 139063.88 5370.0 5396.0 SR
196 SR607 20251022 5386.0 5396.0 ... 6646.87 5378.0 5401.0 SR
197 SR609 20251022 5398.0 5404.0 ... 8159.74 5390.0 5408.0 SR
198 TA510 20251022 4372.0 4386.0 ... 1299.74 4376.0 4360.0 TA
199 TA511 20251022 4386.0 4444.0 ... 23961.37 4416.0 4372.0 TA
200 TA512 20251022 4410.0 4468.0 ... 352251.14 4432.0 4384.0 TA
201 TA601 20251022 4434.0 4488.0 ... 1656309.06 4458.0 4410.0 TA
202 TA602 20251022 4452.0 4508.0 ... 359440.09 4470.0 4422.0 TA
203 TA603 20251022 4460.0 4522.0 ... 102380.75 4494.0 4450.0 TA
204 TA604 20251022 4494.0 4536.0 ... 33.88 4518.0 4462.0 TA
205 TA605 20251022 4494.0 4554.0 ... 79979.47 4520.0 4480.0 TA
206 TA606 20251022 4560.0 4560.0 ... 2.28 4560.0 4488.0 TA
207 TA607 20251022 0.0 0.0 ... 0.00 4562.0 4498.0 TA
208 TA608 20251022 4544.0 4558.0 ... 4.55 4552.0 4510.0 TA
209 TA609 20251022 4532.0 4586.0 ... 1231.66 4562.0 4512.0 TA
210 UR510 20251022 1494.0 1494.0 ... 845.14 1493.0 1495.0 UR
211 UR511 20251022 1583.0 1598.0 ... 2693.85 1592.0 1582.0 UR
212 UR512 20251022 1599.0 1612.0 ... 17885.66 1605.0 1599.0 UR
213 UR601 20251022 1611.0 1625.0 ... 394583.60 1617.0 1611.0 UR
214 UR602 20251022 1619.0 1629.0 ... 12267.85 1622.0 1619.0 UR
215 UR603 20251022 1676.0 1683.0 ... 147.89 1681.0 1676.0 UR
216 UR604 20251022 1682.0 1687.0 ... 26.97 1685.0 1680.0 UR
217 UR605 20251022 1682.0 1695.0 ... 22417.63 1689.0 1684.0 UR
218 UR606 20251022 1694.0 1698.0 ... 196.49 1694.0 1690.0 UR
219 UR607 20251022 1724.0 1730.0 ... 100.09 1726.0 1722.0 UR
220 UR608 20251022 1720.0 1724.0 ... 20.66 1722.0 1718.0 UR
221 UR609 20251022 1719.0 1725.0 ... 230.83 1723.0 1717.0 UR
222 WH511 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-22 18:26:20,800 - future_1d - INFO - ak.get_czce_daily('2025-10-22') done
symbol date open ... settle pre_settle variety
0 IC2511 20251022 7059.800 ... 7070.400 7122.800 IC
1 IC2512 20251022 7021.800 ... 7016.400 7067.800 IC
2 IC2603 20251022 6850.000 ... 6852.000 6904.200 IC
3 IC2606 20251022 6671.800 ... 6674.200 6722.200 IC
4 IF2511 20251022 4565.600 ... 4578.000 4594.800 IF
5 IF2512 20251022 4559.000 ... 4566.200 4584.600 IF
6 IF2603 20251022 4532.200 ... 4539.600 4557.200 IF
7 IF2606 20251022 4488.200 ... 4501.800 4520.600 IF
8 IH2511 20251022 2989.800 ... 3006.400 3007.400 IH
9 IH2512 20251022 2989.000 ... 3006.400 3007.400 IH
10 IH2603 20251022 2990.000 ... 3006.400 3008.000 IH
11 IH2606 20251022 2985.600 ... 3005.200 3006.200 IH
12 IM2511 20251022 7232.600 ... 7239.000 7273.000 IM
13 IM2512 20251022 7165.200 ... 7165.200 7199.400 IM
14 IM2603 20251022 6938.600 ... 6948.800 6982.600 IM
15 IM2606 20251022 6738.600 ... 6735.600 6770.600 IM
16 T2512 20251022 108.175 ... 108.160 108.120 T
17 T2603 20251022 107.875 ... 107.835 107.810 T
18 T2606 20251022 107.755 ... 107.755 107.720 T
19 TF2512 20251022 105.720 ... 105.715 105.695 TF
20 TF2603 20251022 105.620 ... 105.615 105.610 TF
21 TF2606 20251022 105.650 ... 105.635 105.605 TF
22 TL2512 20251022 115.710 ... 115.600 115.490 TL
23 TL2603 20251022 115.520 ... 115.310 115.190 TL
24 TL2606 20251022 115.160 ... 115.240 115.110 TL
25 TS2512 20251022 102.372 ... 102.352 102.362 TS
26 TS2603 20251022 102.288 ... 102.276 102.280 TS
27 TS2606 20251022 102.302 ... 102.294 102.300 TS
[28 rows x 12 columns]
2025-10-22 18:26:20,990 - future_1d - INFO - ak.get_cffex_daily('2025-10-22') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251022 441 447 ... 71831.5 436.6 433 SC
1 SC2512 20251022 441.4 452 ... 7785129.63 441.8 436.2 SC
2 SC2601 20251022 443.5 455.3 ... 1448467.05 445.5 437.9 SC
3 SC2602 20251022 444.4 456.4 ... 235078.46 447.5 439.8 SC
4 SC2603 20251022 445.2 457 ... 37164.76 450.4 441.4 SC
5 SC2604 20251022 447 457.6 ... 7406.8 451.6 443.9 SC
6 SC2605 20251022 447.9 458 ... 4740.69 451.4 445.5 SC
7 SC2606 20251022 448 459.6 ... 20194.63 453.8 446.4 SC
8 SC2607 20251022 445.5 456.4 ... 404.99 449.9 447.4 SC
9 SC2608 20251022 446.2 456.5 ... 272.66 454.4 446.3 SC
10 SC2609 20251022 450.4 459.3 ... 3500.56 454.6 448.9 SC
11 SC2610 20251022 ... 0 450.7 447.3 SC
12 SC2612 20251022 455.8 458.1 ... 955.4 454.9 448.6 SC
13 SC2703 20251022 ... 0 451.8 448.1 SC
14 SC2706 20251022 452 460 ... 91.2 456 447.1 SC
15 SC2709 20251022 ... 0 454.1 450.2 SC
16 SC2712 20251022 ... 0 456.1 451.8 SC
17 SC2803 20251022 ... 0 457.4 449.6 SC
18 SC2806 20251022 457.7 463.6 ... 460.1 460.1 457 SC
19 SC2809 20251022 456 465.8 ... 554.45 462 455.8 SC
21 LU2511 20251022 3054 3118 ... 8039.105 3063 3036 LU
22 LU2512 20251022 3101 3147 ... 259535.792 3100 3064 LU
23 LU2601 20251022 3100 3147 ... 275802.563 3102 3068 LU
24 LU2602 20251022 3100 3154 ... 39775.306 3109 3076 LU
25 LU2603 20251022 3096 3158 ... 1744.982 3116 3083 LU
26 LU2604 20251022 3149 3150 ... 6.299 3149 3112 LU
27 LU2605 20251022 3093 3161 ... 81.237 3124 3088 LU
28 LU2606 20251022 3099 3163 ... 18.775 3129 3100 LU
29 LU2607 20251022 3104 3175 ... 62.641 3132 3103 LU
30 LU2608 20251022 3107 3151 ... 28.122 3124 3130 LU
31 LU2609 20251022 3153 3188 ... 100.59 3143 3114 LU
32 LU2610 20251022 3128 3180 ... 15.787 3157 3121 LU
34 NR2511 20251022 12350 12380 ... 81871.8 12320 12295 NR
35 NR2512 20251022 12345 12385 ... 775165.8 12310 12285 NR
36 NR2601 20251022 12315 12355 ... 281278.09 12295 12275 NR
37 NR2602 20251022 12260 12325 ... 18864.41 12265 12245 NR
38 NR2603 20251022 12240 12290 ... 2620.625 12245 12280 NR
39 NR2604 20251022 12250 12305 ... 1149.885 12230 12230 NR
40 NR2605 20251022 12250 12285 ... 807.765 12235 12250 NR
41 NR2606 20251022 12260 12265 ... 464.995 12235 12275 NR
42 NR2607 20251022 ... 0 12295 12180 NR
43 NR2608 20251022 ... 0 12195 12195 NR
44 NR2609 20251022 ... 0 12305 12305 NR
45 NR2610 20251022 ... 0 12275 12275 NR
47 BC2511 20251022 75790 75970 ... 283619.36 75540 76030 BC
48 BC2512 20251022 75810 75940 ... 50516.16 75560 76090 BC
49 BC2601 20251022 ... 0 75860 75860 BC
50 BC2602 20251022 ... 0 75800 75800 BC
51 BC2603 20251022 75740 75740 ... 37.87 75740 76430 BC
52 BC2604 20251022 ... 0 76440 76440 BC
53 BC2605 20251022 ... 0 75900 75900 BC
54 BC2606 20251022 ... 0 75880 75880 BC
55 BC2607 20251022 ... 0 76570 76570 BC
56 BC2608 20251022 ... 0 75800 75800 BC
57 BC2609 20251022 ... 0 76130 76130 BC
58 BC2610 20251022 ... 0 76130 76130 BC
60 EC2510 20251022 1133.4 1138.6 ... 6650.996 1136.9 1133.9 EC
61 EC2512 20251022 1765.9 1798 ... 253821.904 1774.2 1748.9 EC
62 EC2602 20251022 1563 1585.4 ... 37018.6405 1564.2 1554.6 EC
63 EC2604 20251022 1160 1178.5 ... 12231.218 1164.3 1166 EC
64 EC2606 20251022 1345 1358.2 ... 789.222 1349 1350.7 EC
65 EC2608 20251022 1461 1477.8 ... 798.1215 1464.4 1472.3 EC
68 SC_TAS2512 20251022 ... SC_TAS
69 SC_TAS2601 20251022 ... SC_TAS
70 SC_TAS2602 20251022 ... SC_TAS
[65 rows x 12 columns]
2025-10-22 18:26:21,057 - future_1d - INFO - ak.get_ine_daily('2025-10-22') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251022 ... 84970 85520 CU
1 1 CU2512 20251022 ... 84990 85530 CU
2 2 CU2601 20251022 ... 84950 85500 CU
3 3 CU2602 20251022 ... 84890 85490 CU
4 4 CU2603 20251022 ... 84900 85420 CU
5 5 CU2604 20251022 ... 84850 85320 CU
6 6 CU2605 20251022 ... 84830 85300 CU
7 7 CU2606 20251022 ... 84770 85210 CU
8 8 CU2607 20251022 ... 84760 85140 CU
9 9 CU2608 20251022 ... 84430 85060 CU
10 10 CU2609 20251022 ... 84400 84960 CU
11 11 CU2610 20251022 ... 84370 84880 CU
12 12 BC2511 20251022 ... 75540 76030 BC
13 13 BC2512 20251022 ... 75560 76090 BC
14 14 BC2601 20251022 ... 75860 75860 BC
15 15 BC2602 20251022 ... 75800 75800 BC
16 16 BC2603 20251022 ... 75740 76430 BC
17 17 BC2604 20251022 ... 76440 76440 BC
18 18 BC2605 20251022 ... 75900 75900 BC
19 19 BC2606 20251022 ... 75880 75880 BC
20 20 BC2607 20251022 ... 76570 76570 BC
21 21 BC2608 20251022 ... 75800 75800 BC
22 22 BC2609 20251022 ... 76130 76130 BC
23 23 BC2610 20251022 ... 76130 76130 BC
24 24 AL2511 20251022 ... 20980 20910 AL
25 25 AL2512 20251022 ... 21010 20930 AL
26 26 AL2601 20251022 ... 21010 20940 AL
27 27 AL2602 20251022 ... 21020 20955 AL
28 28 AL2603 20251022 ... 21015 20965 AL
29 29 AL2604 20251022 ... 21025 20980 AL
30 30 AL2605 20251022 ... 21030 20985 AL
31 31 AL2606 20251022 ... 21025 20985 AL
32 32 AL2607 20251022 ... 21045 20995 AL
33 33 AL2608 20251022 ... 21055 21020 AL
34 34 AL2609 20251022 ... 21040 21000 AL
35 35 AL2610 20251022 ... 21035 21015 AL
36 36 ZN2511 20251022 ... 21975 21955 ZN
37 37 ZN2512 20251022 ... 21990 21960 ZN
38 38 ZN2601 20251022 ... 22025 21995 ZN
39 39 ZN2602 20251022 ... 22045 22015 ZN
40 40 ZN2603 20251022 ... 22080 22075 ZN
41 41 ZN2604 20251022 ... 22110 22090 ZN
42 42 ZN2605 20251022 ... 22145 22125 ZN
43 43 ZN2606 20251022 ... 22170 22165 ZN
44 44 ZN2607 20251022 ... 22165 22160 ZN
45 45 ZN2608 20251022 ... 22235 22210 ZN
46 46 ZN2609 20251022 ... 22260 22205 ZN
47 47 ZN2610 20251022 ... 22275 22175 ZN
48 48 PB2511 20251022 ... 17155 17165 PB
49 49 PB2512 20251022 ... 17170 17170 PB
50 50 PB2601 20251022 ... 17175 17175 PB
51 51 PB2602 20251022 ... 17195 17180 PB
52 52 PB2603 20251022 ... 17200 17200 PB
53 53 PB2604 20251022 ... 17215 17220 PB
54 54 PB2605 20251022 ... 17200 17245 PB
55 55 PB2606 20251022 ... 17215 17200 PB
56 56 PB2607 20251022 ... 17240 17255 PB
57 57 PB2608 20251022 ... 17285 17285 PB
58 58 PB2609 20251022 ... 17375 17285 PB
59 59 PB2610 20251022 ... 17255 17235 PB
60 60 NI2511 20251022 ... 120970 121320 NI
61 61 NI2512 20251022 ... 121150 121510 NI
62 62 NI2601 20251022 ... 121320 121680 NI
63 63 NI2602 20251022 ... 121500 121830 NI
64 64 NI2603 20251022 ... 121740 122150 NI
65 65 NI2604 20251022 ... 121940 122400 NI
66 66 NI2605 20251022 ... 122210 122670 NI
67 67 NI2606 20251022 ... 122390 122820 NI
68 68 NI2607 20251022 ... 122640 122990 NI
69 69 NI2608 20251022 ... 122790 123260 NI
70 70 NI2609 20251022 ... 123150 123430 NI
71 71 NI2610 20251022 ... 123590 123670 NI
72 72 SN2511 20251022 ... 280940 280630 SN
73 73 SN2512 20251022 ... 281350 281110 SN
74 74 SN2601 20251022 ... 281440 281190 SN
75 75 SN2602 20251022 ... 281460 281230 SN
76 76 SN2603 20251022 ... 281280 281090 SN
77 77 SN2604 20251022 ... 281520 281150 SN
78 78 SN2605 20251022 ... 281270 281350 SN
79 79 SN2606 20251022 ... 281400 281260 SN
80 80 SN2607 20251022 ... 281800 282010 SN
81 81 SN2608 20251022 ... 282100 282490 SN
82 82 SN2609 20251022 ... 282000 282560 SN
83 83 SN2610 20251022 ... 282590 282220 SN
84 84 AO2511 20251022 ... 2791 2766 AO
85 85 AO2512 20251022 ... 2806 2780 AO
86 86 AO2601 20251022 ... 2823 2795 AO
87 87 AO2602 20251022 ... 2845 2818 AO
88 88 AO2603 20251022 ... 2908 2886 AO
89 89 AO2604 20251022 ... 2921 2888 AO
90 90 AO2605 20251022 ... 2934 2909 AO
91 91 AO2606 20251022 ... 2942 2917 AO
92 92 AO2607 20251022 ... 2952 2929 AO
93 93 AO2608 20251022 ... 2966 2941 AO
94 94 AO2609 20251022 ... 2982 2956 AO
95 95 AO2610 20251022 ... 2991 2968 AO
96 96 AD2511 20251022 ... 20405 20330 AD
97 97 AD2512 20251022 ... 20475 20400 AD
98 98 AD2601 20251022 ... 20515 20440 AD
99 99 AD2602 20251022 ... 20515 20445 AD
100 100 AD2603 20251022 ... 20535 20495 AD
101 101 AD2604 20251022 ... 20450 20450 AD
102 102 AD2605 20251022 ... 20355 20355 AD
103 103 AD2606 20251022 ... 20440 20335 AD
104 104 AD2607 20251022 ... 20475 20270 AD
105 105 AD2608 20251022 ... 20390 20390 AD
106 106 AD2609 20251022 ... 20640 20640 AD
107 107 AD2610 20251022 ... 20495 20495 AD
108 108 AU2511 20251022 ... 948.46 990.32 AU
109 109 AU2512 20251022 ... 949.58 991.44 AU
110 110 AU2601 20251022 ... 952.04 992.86 AU
111 111 AU2602 20251022 ... 951.98 994.4 AU
112 112 AU2604 20251022 ... 953.36 996.3 AU
113 113 AU2606 20251022 ... 956.86 998.12 AU
114 114 AU2608 20251022 ... 961.68 999.56 AU
115 115 AU2610 20251022 ... 961.84 1002.78 AU
116 116 AG2511 20251022 ... 11333 11849 AG
117 117 AG2512 20251022 ... 11327 11862 AG
118 118 AG2601 20251022 ... 11339 11874 AG
119 119 AG2602 20251022 ... 11343 11877 AG
120 120 AG2603 20251022 ... 11352 11893 AG
121 121 AG2604 20251022 ... 11359 11895 AG
122 122 AG2605 20251022 ... 11373 11900 AG
123 123 AG2606 20251022 ... 11370 11909 AG
124 124 AG2607 20251022 ... 11389 11927 AG
125 125 AG2608 20251022 ... 11397 11928 AG
126 126 AG2609 20251022 ... 11411 11947 AG
127 127 AG2610 20251022 ... 11422 11955 AG
128 128 RB2511 20251022 ... 2997 2990 RB
129 129 RB2512 20251022 ... 3041 3036 RB
130 130 RB2601 20251022 ... 3058 3050 RB
131 131 RB2602 20251022 ... 3062 3055 RB
132 132 RB2603 20251022 ... 3088 3078 RB
133 133 RB2604 20251022 ... 3104 3093 RB
134 134 RB2605 20251022 ... 3111 3106 RB
135 135 RB2606 20251022 ... 3130 3119 RB
136 136 RB2607 20251022 ... 3132 3133 RB
137 137 RB2608 20251022 ... 3143 3137 RB
138 138 RB2609 20251022 ... 3148 3139 RB
139 139 RB2610 20251022 ... 3151 3147 RB
140 140 WR2511 20251022 ... 3310 3310 WR
141 141 WR2512 20251022 ... 3262 3262 WR
142 142 WR2601 20251022 ... 3348 3339 WR
143 143 WR2602 20251022 ... 3368 3373 WR
144 144 WR2603 20251022 ... 3356 3361 WR
145 145 WR2604 20251022 ... 3364 3369 WR
146 146 WR2605 20251022 ... 3365 3365 WR
147 147 WR2606 20251022 ... 3363 3363 WR
148 148 WR2607 20251022 ... 3400 3400 WR
149 149 WR2608 20251022 ... 3412 3412 WR
150 150 WR2609 20251022 ... 3430 3430 WR
151 151 WR2610 20251022 ... 3430 3430 WR
152 152 HC2511 20251022 ... 3315 3281 HC
153 153 HC2512 20251022 ... 3263 3249 HC
154 154 HC2601 20251022 ... 3235 3221 HC
155 155 HC2602 20251022 ... 3232 3221 HC
156 156 HC2603 20251022 ... 3241 3227 HC
157 157 HC2604 20251022 ... 3241 3224 HC
158 158 HC2605 20251022 ... 3251 3239 HC
159 159 HC2606 20251022 ... 3251 3249 HC
160 160 HC2607 20251022 ... 3260 3249 HC
161 161 HC2608 20251022 ... 3262 3256 HC
162 162 HC2609 20251022 ... 3272 3252 HC
163 163 HC2610 20251022 ... 3274 3261 HC
164 164 SS2511 20251022 ... 12670 12640 SS
165 165 SS2512 20251022 ... 12695 12665 SS
166 166 SS2601 20251022 ... 12745 12745 SS
167 167 SS2602 20251022 ... 12770 12800 SS
168 168 SS2603 20251022 ... 12845 12885 SS
169 169 SS2604 20251022 ... 12905 12945 SS
170 170 SS2605 20251022 ... 12945 12995 SS
171 171 SS2606 20251022 ... 12990 13055 SS
172 172 SS2607 20251022 ... 13040 13080 SS
173 173 SS2608 20251022 ... 13110 13130 SS
174 174 SS2609 20251022 ... 13160 13220 SS
175 175 SS2610 20251022 ... 13195 13250 SS
176 176 SC2511 20251022 ... 436.6 433 SC
177 177 SC2512 20251022 ... 441.8 436.2 SC
178 178 SC2601 20251022 ... 445.5 437.9 SC
179 179 SC2602 20251022 ... 447.5 439.8 SC
180 180 SC2603 20251022 ... 450.4 441.4 SC
181 181 SC2604 20251022 ... 451.6 443.9 SC
182 182 SC2605 20251022 ... 451.4 445.5 SC
183 183 SC2606 20251022 ... 453.8 446.4 SC
184 184 SC2607 20251022 ... 449.9 447.4 SC
185 185 SC2608 20251022 ... 454.4 446.3 SC
186 186 SC2609 20251022 ... 454.6 448.9 SC
187 187 SC2610 20251022 ... 450.7 447.3 SC
188 188 SC2612 20251022 ... 454.9 448.6 SC
189 189 SC2703 20251022 ... 451.8 448.1 SC
190 190 SC2706 20251022 ... 456 447.1 SC
191 191 SC2709 20251022 ... 454.1 450.2 SC
192 192 SC2712 20251022 ... 456.1 451.8 SC
193 193 SC2803 20251022 ... 457.4 449.6 SC
194 194 SC2806 20251022 ... 460.1 457 SC
195 195 SC2809 20251022 ... 462 455.8 SC
196 196 LU2511 20251022 ... 3063 3036 LU
197 197 LU2512 20251022 ... 3100 3064 LU
198 198 LU2601 20251022 ... 3102 3068 LU
199 199 LU2602 20251022 ... 3109 3076 LU
200 200 LU2603 20251022 ... 3116 3083 LU
201 201 LU2604 20251022 ... 3149 3112 LU
202 202 LU2605 20251022 ... 3124 3088 LU
203 203 LU2606 20251022 ... 3129 3100 LU
204 204 LU2607 20251022 ... 3132 3103 LU
205 205 LU2608 20251022 ... 3124 3130 LU
206 206 LU2609 20251022 ... 3143 3114 LU
207 207 LU2610 20251022 ... 3157 3121 LU
208 208 FU2511 20251022 ... 2792 2750 FU
209 209 FU2512 20251022 ... 2695 2665 FU
210 210 FU2601 20251022 ... 2661 2635 FU
211 211 FU2602 20251022 ... 2642 2619 FU
212 212 FU2603 20251022 ... 2633 2613 FU
213 213 FU2604 20251022 ... 2628 2613 FU
214 214 FU2605 20251022 ... 2628 2605 FU
215 215 FU2606 20251022 ... 2617 2597 FU
216 216 FU2607 20251022 ... 2610 2589 FU
217 217 FU2608 20251022 ... 2584 2569 FU
218 218 FU2609 20251022 ... 2578 2560 FU
219 219 FU2610 20251022 ... 2574 2555 FU
220 220 BU2511 20251022 ... 3292 3263 BU
221 221 BU2512 20251022 ... 3229 3188 BU
222 222 BU2601 20251022 ... 3203 3156 BU
223 223 BU2602 20251022 ... 3199 3166 BU
224 224 BU2603 20251022 ... 3234 3187 BU
225 225 BU2604 20251022 ... 3222 3192 BU
226 226 BU2605 20251022 ... 3213 3200 BU
227 227 BU2606 20251022 ... 3239 3209 BU
228 228 BU2607 20251022 ... 3257 3198 BU
229 229 BU2608 20251022 ... 3253 3210 BU
230 230 BU2609 20251022 ... 3238 3211 BU
231 231 BU2610 20251022 ... 3252 3174 BU
232 232 BU2612 20251022 ... 3162 3153 BU
233 233 BU2703 20251022 ... 3172 3150 BU
234 234 BU2706 20251022 ... 3193 3173 BU
235 235 BU2709 20251022 ... 3223 3184 BU
236 236 BR2511 20251022 ... 11100 11040 BR
237 237 BR2512 20251022 ... 11015 10955 BR
238 238 BR2601 20251022 ... 10995 10940 BR
239 239 BR2602 20251022 ... 10985 10965 BR
240 240 BR2603 20251022 ... 10995 10945 BR
241 241 BR2604 20251022 ... 11010 11000 BR
242 242 BR2605 20251022 ... 11035 11020 BR
243 243 BR2606 20251022 ... 11040 11065 BR
244 244 BR2607 20251022 ... 11305 11285 BR
245 245 BR2608 20251022 ... 11305 11225 BR
246 246 BR2609 20251022 ... 11290 11215 BR
247 247 BR2610 20251022 ... 11305 11305 BR
248 248 RU2511 20251022 ... 14385 14260 RU
249 249 RU2601 20251022 ... 15115 15000 RU
250 250 RU2603 20251022 ... 15125 15010 RU
251 251 RU2604 20251022 ... 15130 15035 RU
252 252 RU2605 20251022 ... 15105 14995 RU
253 253 RU2606 20251022 ... 15085 15055 RU
254 254 RU2607 20251022 ... 15105 15155 RU
255 255 RU2608 20251022 ... 15185 14850 RU
256 256 RU2609 20251022 ... 15150 15140 RU
257 257 RU2610 20251022 ... 15175 15170 RU
258 258 NR2511 20251022 ... 12320 12295 NR
259 259 NR2512 20251022 ... 12310 12285 NR
260 260 NR2601 20251022 ... 12295 12275 NR
261 261 NR2602 20251022 ... 12265 12245 NR
262 262 NR2603 20251022 ... 12245 12280 NR
263 263 NR2604 20251022 ... 12230 12230 NR
264 264 NR2605 20251022 ... 12235 12250 NR
265 265 NR2606 20251022 ... 12235 12275 NR
266 266 NR2607 20251022 ... 12295 12180 NR
267 267 NR2608 20251022 ... 12195 12195 NR
268 268 NR2609 20251022 ... 12305 12305 NR
269 269 NR2610 20251022 ... 12275 12275 NR
270 270 SP2511 20251022 ... 4856 4846 SP
271 271 SP2512 20251022 ... 4892 4874 SP
272 272 SP2601 20251022 ... 5210 5154 SP
273 273 SP2602 20251022 ... 5220 5174 SP
274 274 SP2603 20251022 ... 5232 5180 SP
275 275 SP2604 20251022 ... 5238 5210 SP
276 276 SP2605 20251022 ... 5262 5208 SP
277 277 SP2606 20251022 ... 5260 5212 SP
278 278 SP2607 20251022 ... 5280 5220 SP
279 279 SP2608 20251022 ... 5292 5226 SP
280 280 SP2609 20251022 ... 5274 5212 SP
281 281 SP2610 20251022 ... 5260 5236 SP
282 282 OP2601 20251022 ... 4184 4166 OP
283 283 OP2602 20251022 ... 4178 4168 OP
284 284 OP2603 20251022 ... 4194 4176 OP
285 285 OP2604 20251022 ... 4208 4202 OP
286 286 OP2605 20251022 ... 4200 4200 OP
287 287 OP2606 20251022 ... 4162 4176 OP
288 288 OP2607 20251022 ... 4196 4190 OP
289 289 OP2608 20251022 ... 4214 4214 OP
290 290 OP2609 20251022 ... 4208 4198 OP
291 291 OP2610 20251022 ... 4202 4202 OP
292 292 EC2510 20251022 ... 1136.9 1133.9 EC
293 293 EC2512 20251022 ... 1774.2 1748.9 EC
294 294 EC2602 20251022 ... 1564.2 1554.6 EC
295 295 EC2604 20251022 ... 1164.3 1166 EC
296 296 EC2606 20251022 ... 1349 1350.7 EC
297 297 EC2608 20251022 ... 1464.4 1472.3 EC
298 298 SC_TAS2512 20251022 ... SC_TAS
299 299 SC_TAS2601 20251022 ... SC_TAS
300 300 SC_TAS2602 20251022 ... SC_TAS
[301 rows x 13 columns]
2025-10-22 18:26:21,166 - future_1d - INFO - ak.get_shfe_daily('2025-10-22') done
2025-10-22 18:26:22,955 - future_1d - INFO - save future_daily 2025-10-22 completed