256 256 RU2609 20251017 ... 14815 14825 RU
257 257 RU2610 20251017 ... 14855 14810 RU
258 258 NR2511 20251017 ... 12340 12295 NR
259 259 NR2512 20251017 ... 12290 12245 NR
260 260 NR2601 20251017 ... 12215 12215 NR
261 261 NR2602 20251017 ... 12155 12195 NR
262 262 NR2603 20251017 ... 12120 12185 NR
263 263 NR2604 20251017 ... 12120 12145 NR
264 264 NR2605 20251017 ... 12120 12165 NR
265 265 NR2606 20251017 ... 12125 12140 NR
266 266 NR2607 20251017 ... 12145 12100 NR
267 267 NR2608 20251017 ... 12175 12090 NR
268 268 NR2609 20251017 ... 12215 12180 NR
269 269 NR2610 20251017 ... 12265 12185 NR
270 270 SP2511 20251017 ... 4850 4850 SP
271 271 SP2512 20251017 ... 4870 4874 SP
272 272 SP2601 20251017 ... 5124 5154 SP
273 273 SP2602 20251017 ... 5142 5168 SP
274 274 SP2603 20251017 ... 5156 5188 SP
275 275 SP2604 20251017 ... 5174 5196 SP
276 276 SP2605 20251017 ... 5186 5220 SP
277 277 SP2606 20251017 ... 5184 5228 SP
278 278 SP2607 20251017 ... 5190 5220 SP
279 279 SP2608 20251017 ... 5196 5234 SP
280 280 SP2609 20251017 ... 5186 5220 SP
281 281 SP2610 20251017 ... 5190 5244 SP
282 282 OP2601 20251017 ... 4206 4210 OP
283 283 OP2602 20251017 ... 4220 4224 OP
284 284 OP2603 20251017 ... 4216 4216 OP
285 285 OP2604 20251017 ... 4228 4232 OP
286 286 OP2605 20251017 ... 4216 4216 OP
287 287 OP2606 20251017 ... 4198 4184 OP
288 288 OP2607 20251017 ... 4242 4242 OP
289 289 OP2608 20251017 ... 4258 4268 OP
290 290 OP2609 20251017 ... 4220 4220 OP
291 291 OP2610 20251017 ... 4220 4220 OP
292 292 EC2510 20251017 ... 1098.8 1112 EC
293 293 EC2512 20251017 ... 1658.2 1663 EC
294 294 EC2602 20251017 ... 1459.8 1427.9 EC
295 295 EC2604 20251017 ... 1126.4 1114.5 EC
296 296 EC2606 20251017 ... 1288.5 1283.7 EC
297 297 EC2608 20251017 ... 1411.4 1418.2 EC
298 298 SC_TAS2511 20251017 ... SC_TAS
299 299 SC_TAS2512 20251017 ... SC_TAS
300 300 SC_TAS2601 20251017 ... SC_TAS
301 301 SC_TAS2602 20251017 ... SC_TAS
[302 rows x 13 columns]
2025-10-21 18:26:13,326 - future_1d - INFO - ak.get_shfe_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 IC2510 20251017 7212.200 ... 7064.340 7212.600 IC
1 IC2511 20251017 7135.600 ... 6921.800 7111.800 IC
2 IC2512 20251017 7062.000 ... 6865.000 7046.600 IC
3 IC2603 20251017 6880.200 ... 6703.600 6881.600 IC
4 IF2510 20251017 4613.000 ... 4539.860 4611.200 IF
5 IF2511 20251017 4605.600 ... 4497.400 4596.800 IF
6 IF2512 20251017 4582.000 ... 4484.600 4585.800 IF
7 IF2603 20251017 4564.200 ... 4463.000 4564.200 IF
8 IH2510 20251017 3016.600 ... 2983.270 3018.000 IH
9 IH2511 20251017 3024.000 ... 2963.000 3017.200 IH
10 IH2512 20251017 3015.400 ... 2961.600 3017.400 IH
11 IH2603 20251017 3024.000 ... 2962.600 3016.800 IH
12 IM2510 20251017 7402.800 ... 7230.330 7394.000 IM
13 IM2511 20251017 7300.200 ... 7104.000 7276.800 IM
14 IM2512 20251017 7204.800 ... 7024.200 7190.600 IM
15 IM2603 20251017 6975.000 ... 6808.000 6971.400 IM
16 T2512 20251017 108.215 ... 108.265 108.160 T
17 T2603 20251017 108.000 ... 107.955 107.865 T
18 T2606 20251017 107.855 ... 107.845 107.775 T
19 TF2512 20251017 105.740 ... 105.775 105.705 TF
20 TF2603 20251017 105.630 ... 105.680 105.610 TF
21 TF2606 20251017 105.655 ... 105.690 105.630 TF
22 TL2512 20251017 115.220 ... 115.730 115.020 TL
23 TL2603 20251017 114.900 ... 115.410 114.720 TL
24 TL2606 20251017 114.800 ... 115.260 114.590 TL
25 TS2512 20251017 102.362 ... 102.378 102.368 TS
26 TS2603 20251017 102.286 ... 102.290 102.280 TS
27 TS2606 20251017 102.322 ... 102.318 102.316 TS
[28 rows x 12 columns]
2025-10-21 18:26:13,567 - future_1d - INFO - ak.get_cffex_daily('2025-10-17') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251017 442.6 443.4 ... 2711807.83 437.9 443.2 SC
1 SC2512 20251017 444 445.6 ... 3930667.83 439.6 445.6 SC
2 SC2601 20251017 444.2 445.7 ... 619601.49 439.5 446 SC
3 SC2602 20251017 444.8 446.2 ... 66816.54 439.2 446.7 SC
4 SC2603 20251017 446.2 447 ... 18022.51 440.6 447.3 SC
5 SC2604 20251017 446.6 446.6 ... 6111.94 439.7 448.3 SC
6 SC2605 20251017 447.6 448 ... 9077.28 440.6 449.4 SC
7 SC2606 20251017 447.7 449 ... 11005.71 441.9 449.9 SC
8 SC2607 20251017 449 449.4 ... 932.48 444 451.9 SC
9 SC2608 20251017 449.8 450.6 ... 668.35 445.5 452.2 SC
10 SC2609 20251017 449.4 452.8 ... 1069.69 445.7 451.7 SC
11 SC2610 20251017 ... 0 447.3 449.7 SC
12 SC2612 20251017 445.1 446.8 ... 267.39 445.6 451.8 SC
13 SC2703 20251017 448.1 448.1 ... 89.62 448.1 450.7 SC
14 SC2706 20251017 ... 0 451.7 453.6 SC
15 SC2709 20251017 ... 0 450.2 450.2 SC
16 SC2712 20251017 444.1 447.6 ... 133.57 445.2 450.6 SC
17 SC2803 20251017 446 446 ... 44.6 446 449.9 SC
18 SC2806 20251017 445.9 449.6 ... 312.99 447.1 453.5 SC
19 SC2809 20251017 447 450.1 ... 1572.51 449.2 451.8 SC
21 LU2511 20251017 3136 3142 ... 17529.145 3069 3147 LU
22 LU2512 20251017 3161 3161 ... 339143.027 3096 3163 LU
23 LU2601 20251017 3156 3156 ... 216954.143 3101 3163 LU
24 LU2602 20251017 3159 3159 ... 49381.996 3115 3166 LU
25 LU2603 20251017 3156 3157 ... 4964.75 3116 3165 LU
26 LU2604 20251017 3140 3140 ... 43.579 3112 3176 LU
27 LU2605 20251017 3148 3161 ... 127.562 3111 3184 LU
28 LU2606 20251017 3157 3157 ... 24.939 3117 3192 LU
29 LU2607 20251017 3160 3168 ... 110.012 3143 3191 LU
30 LU2608 20251017 3157 3161 ... 84.601 3133 3192 LU
31 LU2609 20251017 3170 3178 ... 129.337 3154 3192 LU
32 LU2610 20251017 3150 3150 ... 25.038 3129 3185 LU
34 NR2511 20251017 12325 12425 ... 274418.315 12340 12295 NR
35 NR2512 20251017 12300 12360 ... 798817.15 12290 12245 NR
36 NR2601 20251017 12240 12290 ... 219539.39 12215 12215 NR
37 NR2602 20251017 12165 12240 ... 20717.32 12155 12195 NR
38 NR2603 20251017 12160 12210 ... 4097.445 12120 12185 NR
39 NR2604 20251017 12130 12195 ... 993.87 12120 12145 NR
40 NR2605 20251017 12165 12215 ... 654.505 12120 12165 NR
41 NR2606 20251017 12195 12195 ... 121.27 12125 12140 NR
42 NR2607 20251017 12160 12160 ... 36.44 12145 12100 NR
43 NR2608 20251017 12175 12175 ... 12.175 12175 12090 NR
44 NR2609 20251017 12195 12245 ... 36.655 12215 12180 NR
45 NR2610 20251017 12285 12285 ... 24.535 12265 12185 NR
47 BC2511 20251017 75010 75860 ... 310009.74 75250 75500 BC
48 BC2512 20251017 75200 75880 ... 40882.03 75350 75590 BC
49 BC2601 20251017 75510 75510 ... 37.755 75510 76570 BC
50 BC2602 20251017 ... 0 75800 75800 BC
51 BC2603 20251017 ... 0 75870 75870 BC
52 BC2604 20251017 ... 0 76440 76520 BC
53 BC2605 20251017 ... 0 75900 75900 BC
54 BC2606 20251017 ... 0 75880 75880 BC
55 BC2607 20251017 ... 0 76570 76570 BC
56 BC2608 20251017 ... 0 75800 75800 BC
57 BC2609 20251017 ... 0 76130 76130 BC
58 BC2610 20251017 ... 0 76130 76130 BC
60 EC2510 20251017 1107.9 1108.2 ... 8680.6755 1098.8 1112 EC
61 EC2512 20251017 1658.1 1698.6 ... 247387.476 1658.2 1663 EC
62 EC2602 20251017 1430 1484.5 ... 37672.6205 1459.8 1427.9 EC
63 EC2604 20251017 1130 1144 ... 17065.984 1126.4 1114.5 EC
64 EC2606 20251017 1298 1306.2 ... 1108.1375 1288.5 1283.7 EC
65 EC2608 20251017 1410 1428 ... 1002.164 1411.4 1418.2 EC
68 SC_TAS2511 20251017 ... SC_TAS
69 SC_TAS2512 20251017 ... SC_TAS
70 SC_TAS2601 20251017 ... SC_TAS
71 SC_TAS2602 20251017 ... SC_TAS
[66 rows x 12 columns]
2025-10-21 18:26:13,638 - future_1d - INFO - ak.get_ine_daily('2025-10-17') done
2025-10-21 18:26:15,409 - future_1d - INFO - save future_daily 2025-10-17 completed
symbol date open ... settle pre_settle variety
0 PS2510 20251020 0.0 ... 52345.0 52545.0 PS
1 PS2511 20251020 52700.0 ... 51345.0 52250.0 PS
2 PS2512 20251020 54500.0 ... 53755.0 54780.0 PS
3 PS2601 20251020 55300.0 ... 53700.0 54780.0 PS
4 PS2602 20251020 54930.0 ... 53565.0 54550.0 PS
5 PS2603 20251020 54655.0 ... 53340.0 54420.0 PS
6 PS2604 20251020 54555.0 ... 53250.0 54355.0 PS
7 PS2605 20251020 54670.0 ... 53180.0 54265.0 PS
8 PS2606 20251020 56600.0 ... 54935.0 55905.0 PS
9 PS2607 20251020 56355.0 ... 54860.0 55630.0 PS
10 PS2608 20251020 55465.0 ... 54340.0 55400.0 PS
11 PS2609 20251020 55000.0 ... 54110.0 55225.0 PS
13 SI2510 20251020 8545.0 ... 8580.0 8615.0 SI
14 SI2511 20251020 8500.0 ... 8585.0 8490.0 SI
15 SI2512 20251020 8820.0 ... 8955.0 8900.0 SI
16 SI2601 20251020 8860.0 ... 8905.0 8850.0 SI
17 SI2602 20251020 8900.0 ... 8910.0 8850.0 SI
18 SI2603 20251020 8895.0 ... 8910.0 8835.0 SI
19 SI2604 20251020 8905.0 ... 8920.0 8865.0 SI
20 SI2605 20251020 8915.0 ... 8935.0 8875.0 SI
21 SI2606 20251020 8930.0 ... 8940.0 8890.0 SI
22 SI2607 20251020 8970.0 ... 8950.0 8890.0 SI
23 SI2608 20251020 8970.0 ... 8960.0 8900.0 SI
24 SI2609 20251020 8865.0 ... 8975.0 8930.0 SI
27 LC2510 20251020 0.0 ... 75560.0 76180.0 LC
28 LC2511 20251020 76260.0 ... 75900.0 75760.0 LC
29 LC2512 20251020 76800.0 ... 76140.0 75940.0 LC
30 LC2601 20251020 76600.0 ... 76180.0 75900.0 LC
31 LC2602 20251020 76420.0 ... 75920.0 75580.0 LC
32 LC2603 20251020 76440.0 ... 75800.0 75440.0 LC
33 LC2604 20251020 76560.0 ... 76160.0 75880.0 LC
34 LC2605 20251020 76500.0 ... 76140.0 75960.0 LC
35 LC2606 20251020 76460.0 ... 75900.0 75900.0 LC
36 LC2607 20251020 76360.0 ... 75980.0 75580.0 LC
37 LC2608 20251020 76440.0 ... 76200.0 75740.0 LC
38 LC2609 20251020 76380.0 ... 76180.0 75980.0 LC
[36 rows x 12 columns]
2025-10-21 18:26:23,548 - future_1d - INFO - ak.get_gfex_daily('2025-10-20') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251020 9205.0 9400.0 ... 250.93 9294.0 9187.0 AP
1 AP511 20251020 8796.0 8970.0 ... 3455.28 8882.0 8760.0 AP
2 AP512 20251020 8686.0 8862.0 ... 6547.42 8730.0 8677.0 AP
3 AP601 20251020 8688.0 8888.0 ... 1405291.35 8798.0 8669.0 AP
4 AP603 20251020 8604.0 8916.0 ... 8262.33 8771.0 8564.0 AP
5 AP604 20251020 8663.0 9160.0 ... 5813.67 8972.0 8604.0 AP
6 AP605 20251020 8761.0 9373.0 ... 404073.49 9142.0 8654.0 AP
7 CF511 20251020 13405.0 13555.0 ... 42452.59 13490.0 13375.0 CF
8 CF601 20251020 13360.0 13495.0 ... 1946627.52 13435.0 13335.0 CF
9 CF603 20251020 13380.0 13515.0 ... 141687.96 13480.0 13360.0 CF
10 CF605 20251020 13420.0 13555.0 ... 557778.31 13505.0 13390.0 CF
11 CF607 20251020 13440.0 13575.0 ... 2781.67 13535.0 13405.0 CF
12 CF609 20251020 13615.0 13730.0 ... 4342.52 13675.0 13555.0 CF
13 CJ512 20251020 11280.0 11340.0 ... 7322.28 11250.0 11250.0 CJ
14 CJ601 20251020 11450.0 11470.0 ... 830220.93 11385.0 11405.0 CJ
15 CJ603 20251020 11340.0 11390.0 ... 9652.38 11310.0 11340.0 CJ
16 CJ605 20251020 11450.0 11465.0 ... 165812.68 11395.0 11435.0 CJ
17 CJ607 20251020 11445.0 11545.0 ... 1744.73 11480.0 11520.0 CJ
18 CJ609 20251020 11685.0 11685.0 ... 1149.54 11610.0 11655.0 CJ
19 CY510 20251020 0.0 0.0 ... 0.00 19705.0 19545.0 CY
20 CY511 20251020 19790.0 19960.0 ... 1144.20 19900.0 19780.0 CY
21 CY512 20251020 0.0 0.0 ... 0.00 19345.0 19150.0 CY
22 CY601 20251020 19490.0 19660.0 ... 134097.58 19605.0 19445.0 CY
23 CY602 20251020 0.0 0.0 ... 0.00 19475.0 19455.0 CY
24 CY603 20251020 0.0 0.0 ... 0.00 19650.0 19525.0 CY
25 CY604 20251020 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251020 19715.0 19745.0 ... 69.03 19720.0 19590.0 CY
27 CY606 20251020 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251020 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251020 0.0 0.0 ... 0.00 19605.0 19545.0 CY
30 CY609 20251020 19900.0 19900.0 ... 9.95 19900.0 19740.0 CY
31 FG510 20251020 980.0 980.0 ... 19.60 980.0 1010.0 FG
32 FG511 20251020 999.0 1020.0 ... 17399.90 1005.0 1019.0 FG
33 FG512 20251020 1103.0 1128.0 ... 153307.44 1114.0 1122.0 FG
34 FG601 20251020 1099.0 1125.0 ... 4963570.08 1108.0 1118.0 FG
35 FG602 20251020 1166.0 1192.0 ... 58829.70 1173.0 1184.0 FG
36 FG603 20251020 1165.0 1190.0 ... 195173.60 1174.0 1188.0 FG
37 FG604 20251020 1235.0 1261.0 ... 892.37 1246.0 1252.0 FG
38 FG605 20251020 1234.0 1260.0 ... 180015.65 1241.0 1252.0 FG
39 FG606 20251020 1280.0 1300.0 ... 1068.83 1285.0 1289.0 FG
40 FG607 20251020 1276.0 1291.0 ... 2092.95 1272.0 1283.0 FG
41 FG608 20251020 1327.0 1345.0 ... 1552.33 1329.0 1337.0 FG
42 FG609 20251020 1321.0 1343.0 ... 7956.01 1328.0 1336.0 FG
43 JR511 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251020 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251020 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251020 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251020 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251020 2249.0 2277.0 ... 6316.49 2255.0 2267.0 MA
53 MA512 20251020 2261.0 2293.0 ... 64957.29 2271.0 2280.0 MA
54 MA601 20251020 2272.0 2301.0 ... 1885788.96 2280.0 2289.0 MA
55 MA602 20251020 2298.0 2326.0 ... 32716.18 2307.0 2314.0 MA
56 MA603 20251020 2308.0 2336.0 ... 64365.47 2315.0 2320.0 MA
57 MA604 20251020 2310.0 2325.0 ... 76.35 2314.0 2321.0 MA
58 MA605 20251020 2292.0 2313.0 ... 217817.75 2298.0 2304.0 MA
59 MA606 20251020 2309.0 2312.0 ... 32.24 2303.0 2302.0 MA
60 MA607 20251020 2282.0 2299.0 ... 93.59 2283.0 2281.0 MA
61 MA608 20251020 2282.0 2290.0 ... 20.51 2278.0 2280.0 MA
62 MA609 20251020 2250.0 2270.0 ... 3069.82 2261.0 2260.0 MA
63 OI511 20251020 10024.0 10108.0 ... 13037.63 10068.0 10048.0 OI
64 OI601 20251020 9870.0 9952.0 ... 1500634.78 9904.0 9894.0 OI
65 OI603 20251020 9672.0 9799.0 ... 218089.00 9740.0 9690.0 OI
66 OI605 20251020 9486.0 9571.0 ... 99411.14 9526.0 9488.0 OI
67 OI607 20251020 9454.0 9516.0 ... 955.36 9459.0 9440.0 OI
68 OI609 20251020 9411.0 9469.0 ... 1017.31 9420.0 9402.0 OI
69 PF510 20251020 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251020 6072.0 6130.0 ... 18878.18 6086.0 6100.0 PF
71 PF512 20251020 6050.0 6120.0 ... 497803.67 6068.0 6068.0 PF
72 PF601 20251020 6064.0 6120.0 ... 78568.19 6076.0 6076.0 PF
73 PF602 20251020 6050.0 6106.0 ... 163089.82 6056.0 6062.0 PF
74 PF603 20251020 6042.0 6092.0 ... 71123.91 6046.0 6050.0 PF
75 PF604 20251020 6136.0 6136.0 ... 12.22 6108.0 6094.0 PF
76 PF605 20251020 6128.0 6150.0 ... 222.63 6100.0 6096.0 PF
77 PF606 20251020 6092.0 6102.0 ... 9.14 6096.0 6090.0 PF
78 PF607 20251020 6152.0 6186.0 ... 21.49 6140.0 6112.0 PF
79 PF608 20251020 0.0 0.0 ... 0.00 6128.0 6128.0 PF
80 PF609 20251020 6182.0 6182.0 ... 18.46 6154.0 6132.0 PF
81 PK510 20251020 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251020 7750.0 7758.0 ... 17305.63 7710.0 7758.0 PK
83 PK512 20251020 7842.0 7882.0 ... 138082.18 7836.0 7864.0 PK
84 PK601 20251020 7948.0 7994.0 ... 400188.70 7952.0 7968.0 PK
85 PK603 20251020 8028.0 8090.0 ... 134734.89 8040.0 8048.0 PK
86 PK604 20251020 8048.0 8082.0 ... 614.88 8038.0 8042.0 PK
87 PK605 20251020 8034.0 8100.0 ... 14976.60 8066.0 8066.0 PK
88 PL601 20251020 6029.0 6099.0 ... 84254.09 6065.0 6049.0 PL
89 PL602 20251020 6031.0 6138.0 ... 28410.13 6112.0 6085.0 PL
90 PL603 20251020 6025.0 6138.0 ... 15334.72 6105.0 6078.0 PL
91 PL604 20251020 6082.0 6082.0 ... 12.16 6082.0 6078.0 PL
92 PL605 20251020 6113.0 6113.0 ... 206.68 6079.0 6068.0 PL
93 PL606 20251020 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251020 0.0 0.0 ... 0.00 6245.0 6245.0 PL
95 PL608 20251020 6164.0 6164.0 ... 12.33 6164.0 6106.0 PL
96 PL609 20251020 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251020 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251020 5650.0 5670.0 ... 2547.15 5660.0 5650.0 PR
104 PR511 20251020 5576.0 5618.0 ... 16919.36 5578.0 5582.0 PR
105 PR512 20251020 5576.0 5614.0 ... 237658.73 5568.0 5578.0 PR
106 PR601 20251020 5536.0 5578.0 ... 332913.20 5534.0 5542.0 PR
107 PR602 20251020 5554.0 5616.0 ... 61793.09 5568.0 5586.0 PR
108 PR603 20251020 5612.0 5612.0 ... 258.50 5560.0 5576.0 PR
109 PR604 20251020 5626.0 5626.0 ... 133.97 5582.0 5596.0 PR
110 PR605 20251020 5640.0 5640.0 ... 75.75 5612.0 5614.0 PR
111 PR606 20251020 0.0 0.0 ... 0.00 5644.0 5650.0 PR
112 PR607 20251020 5670.0 5670.0 ... 8.51 5670.0 5652.0 PR
113 PR608 20251020 5682.0 5682.0 ... 17.01 5672.0 5666.0 PR
114 PR609 20251020 0.0 0.0 ... 0.00 5662.0 5662.0 PR
115 PX510 20251020 0.0 0.0 ... 0.00 6304.0 6314.0 PX
116 PX511 20251020 6300.0 6370.0 ... 31102.03 6306.0 6330.0 PX
117 PX512 20251020 6322.0 6392.0 ... 104241.73 6314.0 6350.0 PX
118 PX601 20251020 6312.0 6392.0 ... 624428.49 6324.0 6334.0 PX
119 PX602 20251020 6318.0 6408.0 ... 332949.18 6324.0 6346.0 PX
120 PX603 20251020 6450.0 6450.0 ... 196230.81 6316.0 6332.0 PX
121 PX604 20251020 6360.0 6360.0 ... 9.51 6340.0 6312.0 PX
122 PX605 20251020 6340.0 6422.0 ... 2933.23 6378.0 6356.0 PX
123 PX606 20251020 6442.0 6442.0 ... 12.79 6398.0 6382.0 PX
124 PX607 20251020 6340.0 6340.0 ... 3.17 6340.0 6344.0 PX
125 PX608 20251020 6426.0 6426.0 ... 9.57 6382.0 6362.0 PX
126 PX609 20251020 6424.0 6442.0 ... 32.04 6408.0 6386.0 PX
127 RI511 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251020 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251020 2379.0 2420.0 ... 2460.00 2405.0 2395.0 RM
134 RM601 20251020 2304.0 2367.0 ... 589502.19 2347.0 2338.0 RM
135 RM603 20251020 2273.0 2310.0 ... 4977.53 2298.0 2292.0 RM
136 RM605 20251020 2274.0 2312.0 ... 108276.94 2300.0 2292.0 RM
137 RM607 20251020 2273.0 2302.0 ... 7401.73 2293.0 2284.0 RM
138 RM608 20251020 2377.0 2405.0 ... 357.32 2398.0 2392.0 RM
139 RM609 20251020 2371.0 2399.0 ... 2963.88 2392.0 2386.0 RM
140 RS511 20251020 0.0 0.0 ... 0.00 5280.0 5280.0 RS
141 RS607 20251020 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251020 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251020 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251020 1130.0 1150.0 ... 624.54 1142.0 1130.0 SA
145 SA511 20251020 1145.0 1167.0 ... 15766.34 1157.0 1147.0 SA
146 SA512 20251020 1202.0 1229.0 ... 101023.79 1217.0 1208.0 SA
147 SA601 20251020 1214.0 1239.0 ... 2947788.24 1228.0 1219.0 SA
148 SA602 20251020 1249.0 1278.0 ... 91514.08 1267.0 1255.0 SA
149 SA603 20251020 1257.0 1286.0 ... 245724.54 1274.0 1264.0 SA
150 SA604 20251020 1296.0 1319.0 ... 2046.53 1310.0 1298.0 SA
151 SA605 20251020 1291.0 1324.0 ... 146726.07 1313.0 1305.0 SA
152 SA606 20251020 1322.0 1340.0 ... 891.12 1330.0 1325.0 SA
153 SA607 20251020 1320.0 1346.0 ... 2431.40 1330.0 1331.0 SA
154 SA608 20251020 1363.0 1376.0 ... 869.60 1367.0 1360.0 SA
155 SA609 20251020 1363.0 1382.0 ... 7348.69 1371.0 1370.0 SA
156 SF510 20251020 0.0 0.0 ... 0.00 5276.0 5276.0 SF
157 SF511 20251020 5492.0 5500.0 ... 49230.57 5464.0 5440.0 SF
158 SF512 20251020 5470.0 5488.0 ... 74957.10 5448.0 5424.0 SF
159 SF601 20251020 5452.0 5478.0 ... 366591.48 5444.0 5414.0 SF
160 SF602 20251020 5408.0 5428.0 ... 62410.01 5388.0 5370.0 SF
161 SF603 20251020 5548.0 5578.0 ... 133862.30 5532.0 5520.0 SF
162 SF604 20251020 5506.0 5506.0 ... 2.75 5506.0 5508.0 SF
163 SF605 20251020 5538.0 5552.0 ... 2860.34 5512.0 5500.0 SF
164 SF606 20251020 5464.0 5482.0 ... 43.76 5472.0 5460.0 SF
165 SF607 20251020 5666.0 5670.0 ... 42.35 5646.0 5632.0 SF
166 SF608 20251020 5624.0 5624.0 ... 5.62 5618.0 5632.0 SF
167 SF609 20251020 5602.0 5640.0 ... 235.53 5608.0 5602.0 SF
168 SH510 20251020 0.0 0.0 ... 0.00 2340.0 2367.0 SH
169 SH511 20251020 2331.0 2387.0 ... 31649.38 2365.0 2368.0 SH
170 SH512 20251020 2362.0 2403.0 ... 83541.82 2383.0 2415.0 SH
171 SH601 20251020 2348.0 2395.0 ... 2127680.94 2373.0 2400.0 SH
172 SH602 20251020 2376.0 2422.0 ... 280120.15 2401.0 2451.0 SH
173 SH603 20251020 2380.0 2429.0 ... 220764.00 2408.0 2463.0 SH
174 SH604 20251020 2450.0 2473.0 ... 272.93 2459.0 2492.0 SH
175 SH605 20251020 2446.0 2496.0 ... 20122.87 2476.0 2499.0 SH
176 SH606 20251020 2513.0 2530.0 ... 225.78 2509.0 2513.0 SH
177 SH607 20251020 2533.0 2535.0 ... 98.32 2521.0 2528.0 SH
178 SH608 20251020 2561.0 2572.0 ... 53.61 2553.0 2556.0 SH
179 SH609 20251020 2561.0 2583.0 ... 130.70 2563.0 2573.0 SH
180 SM510 20251020 0.0 0.0 ... 0.00 5612.0 5612.0 SM
181 SM511 20251020 5732.0 5774.0 ... 6509.17 5746.0 5716.0 SM
182 SM512 20251020 5724.0 5780.0 ... 105683.26 5742.0 5726.0 SM
183 SM601 20251020 5742.0 5786.0 ... 440279.94 5756.0 5724.0 SM
184 SM602 20251020 5742.0 5792.0 ... 123279.52 5752.0 5732.0 SM
185 SM603 20251020 5776.0 5800.0 ... 163446.49 5766.0 5746.0 SM
186 SM604 20251020 5758.0 5766.0 ... 25.91 5760.0 5754.0 SM
187 SM605 20251020 5788.0 5822.0 ... 11023.88 5794.0 5768.0 SM
188 SM606 20251020 5810.0 5810.0 ... 5.79 5790.0 5766.0 SM
189 SM607 20251020 5766.0 5834.0 ... 121.13 5768.0 5766.0 SM
190 SM608 20251020 0.0 0.0 ... 0.00 5796.0 5776.0 SM
191 SM609 20251020 5794.0 5852.0 ... 1652.95 5832.0 5794.0 SM
192 SR511 20251020 5398.0 5410.0 ... 6297.20 5396.0 5398.0 SR
193 SR601 20251020 5417.0 5451.0 ... 955978.33 5435.0 5415.0 SR
194 SR603 20251020 5402.0 5435.0 ... 207541.01 5419.0 5399.0 SR
195 SR605 20251020 5380.0 5411.0 ... 114595.03 5396.0 5380.0 SR
196 SR607 20251020 5390.0 5414.0 ... 2257.72 5401.0 5387.0 SR
197 SR609 20251020 5400.0 5422.0 ... 4376.46 5410.0 5395.0 SR
198 TA510 20251020 4380.0 4380.0 ... 447.98 4350.0 4378.0 TA
199 TA511 20251020 4376.0 4418.0 ... 21670.04 4374.0 4392.0 TA
200 TA512 20251020 4390.0 4448.0 ... 190748.07 4394.0 4406.0 TA
201 TA601 20251020 4418.0 4458.0 ... 1406517.90 4414.0 4424.0 TA
202 TA602 20251020 4434.0 4472.0 ... 318265.38 4432.0 4436.0 TA
203 TA603 20251020 4444.0 4486.0 ... 182013.10 4450.0 4450.0 TA
204 TA604 20251020 4446.0 4446.0 ... 42.24 4446.0 4490.0 TA
205 TA605 20251020 4470.0 4516.0 ... 68018.86 4478.0 4482.0 TA
206 TA606 20251020 4464.0 4464.0 ... 2.23 4464.0 4474.0 TA
207 TA607 20251020 0.0 0.0 ... 0.00 4482.0 4490.0 TA
208 TA608 20251020 0.0 0.0 ... 0.00 4500.0 4508.0 TA
209 TA609 20251020 4510.0 4544.0 ... 2392.45 4514.0 4518.0 TA
210 UR510 20251020 1490.0 1500.0 ... 1827.88 1496.0 1495.0 UR
211 UR511 20251020 1584.0 1594.0 ... 4639.08 1581.0 1576.0 UR
212 UR512 20251020 1595.0 1606.0 ... 22073.53 1592.0 1587.0 UR
213 UR601 20251020 1605.0 1619.0 ... 513159.05 1607.0 1600.0 UR
214 UR602 20251020 1617.0 1624.0 ... 18314.60 1611.0 1606.0 UR
215 UR603 20251020 1669.0 1675.0 ... 180.10 1668.0 1662.0 UR
216 UR604 20251020 1672.0 1685.0 ... 100.41 1674.0 1668.0 UR
217 UR605 20251020 1678.0 1687.0 ... 31908.78 1679.0 1671.0 UR
218 UR606 20251020 1681.0 1692.0 ... 208.81 1684.0 1677.0 UR
219 UR607 20251020 1713.0 1721.0 ... 30.87 1715.0 1711.0 UR
220 UR608 20251020 1723.0 1723.0 ... 10.29 1716.0 1708.0 UR
221 UR609 20251020 1710.0 1718.0 ... 198.54 1712.0 1704.0 UR
222 WH511 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251020 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251020 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-21 18:26:23,899 - future_1d - INFO - ak.get_czce_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 a2511 20251020 4005.00 ... 4041.00 4012.00 A
1 a2601 20251020 4028.00 ... 4055.00 4034.00 A
2 a2603 20251020 4013.00 ... 4055.00 4034.00 A
3 a2605 20251020 4060.00 ... 4087.00 4066.00 A
4 a2607 20251020 4047.00 ... 4083.00 4060.00 A
5 a2609 20251020 4060.00 ... 4086.00 4063.00 A
6 b2510 20251020 0.00 ... 3600.00 3600.00 B
7 b2511 20251020 3575.00 ... 3607.00 3582.00 B
8 b2512 20251020 3593.00 ... 3611.00 3595.00 B
9 b2601 20251020 3595.00 ... 3623.00 3609.00 B
10 b2602 20251020 3605.00 ... 3639.00 3618.00 B
11 b2603 20251020 3585.00 ... 3603.00 3585.00 B
12 b2604 20251020 3498.00 ... 3501.00 3504.00 B
13 b2605 20251020 3424.00 ... 3446.00 3441.00 B
14 b2606 20251020 3412.00 ... 3418.00 3408.00 B
15 b2607 20251020 3403.00 ... 3419.00 3410.00 B
16 b2608 20251020 3502.00 ... 3517.00 3511.00 B
17 b2609 20251020 3534.00 ... 3549.00 3534.00 B
18 bb2511 20251020 0.00 ... 144.50 144.50 BB
19 bb2601 20251020 147.10 ... 146.85 147.15 BB
20 bb2603 20251020 146.50 ... 146.65 146.90 BB
21 bb2605 20251020 147.35 ... 147.10 147.70 BB
22 bb2607 20251020 0.00 ... 151.60 152.20 BB
23 bb2609 20251020 0.00 ... 151.60 152.20 BB
24 bz2603 20251020 5579.00 ... 5535.00 5594.00 BZ
25 bz2604 20251020 5602.00 ... 5529.00 5583.00 BZ
26 bz2605 20251020 5608.00 ... 5532.00 5587.00 BZ
27 bz2606 20251020 5588.00 ... 5515.00 5597.00 BZ
28 bz2607 20251020 5485.00 ... 5479.00 5603.00 BZ
29 bz2608 20251020 0.00 ... 5577.00 5586.00 BZ
30 bz2609 20251020 0.00 ... 5639.00 5695.00 BZ
31 c2511 20251020 2114.00 ... 2118.00 2114.00 C
32 c2601 20251020 2118.00 ... 2128.00 2128.00 C
33 c2603 20251020 2148.00 ... 2158.00 2158.00 C
34 c2605 20251020 2220.00 ... 2236.00 2231.00 C
35 c2607 20251020 2238.00 ... 2257.00 2243.00 C
36 c2609 20251020 2254.00 ... 2271.00 2259.00 C
37 cs2511 20251020 2374.00 ... 2382.00 2373.00 CS
38 cs2601 20251020 2387.00 ... 2402.00 2402.00 CS
39 cs2603 20251020 2404.00 ... 2426.00 2423.00 CS
40 cs2605 20251020 2522.00 ... 2534.00 2528.00 CS
41 cs2607 20251020 2538.00 ... 2551.00 2541.00 CS
42 cs2609 20251020 2583.00 ... 2592.00 2583.00 CS
43 eb2510 20251020 6419.00 ... 6316.00 6495.00 EB
44 eb2511 20251020 6505.00 ... 6469.00 6519.00 EB
45 eb2512 20251020 6528.00 ... 6495.00 6542.00 EB
46 eb2601 20251020 6570.00 ... 6543.00 6587.00 EB
47 eb2602 20251020 6629.00 ... 6609.00 6640.00 EB
48 eb2603 20251020 6696.00 ... 6670.00 6696.00 EB
49 eb2604 20251020 6768.00 ... 6689.00 6747.00 EB
50 eb2605 20251020 6772.00 ... 6756.00 6795.00 EB
51 eb2606 20251020 6828.00 ... 6795.00 6870.00 EB
52 eb2607 20251020 6823.00 ... 6817.00 6836.00 EB
53 eb2608 20251020 6819.00 ... 6822.00 6840.00 EB
54 eb2609 20251020 6857.00 ... 6857.00 6869.00 EB
55 eg2510 20251020 4086.00 ... 4057.00 4082.00 EG
56 eg2511 20251020 4022.00 ... 4031.00 4043.00 EG
57 eg2512 20251020 4022.00 ... 4028.00 4038.00 EG
58 eg2601 20251020 4012.00 ... 4030.00 4037.00 EG
59 eg2602 20251020 4056.00 ... 4054.00 4051.00 EG
60 eg2603 20251020 4062.00 ... 4069.00 4065.00 EG
61 eg2604 20251020 4123.00 ... 4108.00 4131.00 EG
62 eg2605 20251020 4104.00 ... 4111.00 4122.00 EG
63 eg2606 20251020 4127.00 ... 4108.00 4131.00 EG
64 eg2607 20251020 4125.00 ... 4132.00 4166.00 EG
65 eg2608 20251020 4156.00 ... 4136.00 4180.00 EG
66 eg2609 20251020 4148.00 ... 4146.00 4150.00 EG
67 fb2510 20251020 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251020 1239.50 ... 1232.50 1240.00 FB
69 fb2512 20251020 1256.50 ... 1258.00 1259.50 FB
70 fb2601 20251020 1267.50 ... 1268.50 1268.00 FB
71 fb2602 20251020 1265.50 ... 1265.50 1266.50 FB
72 fb2603 20251020 1258.00 ... 1258.00 1261.50 FB
73 fb2604 20251020 1260.00 ... 1260.50 1265.00 FB
74 fb2605 20251020 1315.00 ... 1315.00 1288.50 FB
75 fb2606 20251020 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251020 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251020 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251020 0.00 ... 1296.00 1296.00 FB
79 i2510 20251020 0.00 ... 806.00 806.00 I
80 i2511 20251020 790.00 ... 787.00 789.00 I
81 i2512 20251020 782.50 ... 779.50 783.00 I
82 i2601 20251020 771.00 ... 768.50 771.50 I
83 i2602 20251020 769.00 ... 767.00 769.50 I
84 i2603 20251020 764.50 ... 764.00 766.00 I
85 i2604 20251020 759.50 ... 758.50 761.00 I
86 i2605 20251020 749.00 ... 749.00 750.50 I
87 i2606 20251020 744.50 ... 744.00 745.00 I
88 i2607 20251020 739.50 ... 738.50 740.50 I
89 i2608 20251020 735.00 ... 734.50 736.00 I
90 i2609 20251020 729.00 ... 728.00 729.00 I
91 j2510 20251020 0.00 ... 1600.00 1600.00 J
92 j2511 20251020 1655.00 ... 1656.50 1621.00 J
93 j2512 20251020 1683.00 ... 1687.50 1649.00 J
94 j2601 20251020 1685.00 ... 1719.00 1682.50 J
95 j2602 20251020 1755.00 ... 1753.00 1707.00 J
96 j2603 20251020 0.00 ... 1738.50 1738.50 J
97 j2604 20251020 1860.00 ... 1847.50 1808.00 J
98 j2605 20251020 1831.00 ... 1864.50 1828.50 J
99 j2606 20251020 1886.50 ... 1887.50 1820.50 J
100 j2607 20251020 1897.00 ... 1897.00 1833.50 J
101 j2608 20251020 0.00 ... 1865.00 1865.00 J
102 j2609 20251020 1945.00 ... 1946.00 1909.50 J
103 jd2510 20251020 2709.00 ... 2700.00 2734.00 JD
104 jd2511 20251020 2752.00 ... 2770.00 2819.00 JD
105 jd2512 20251020 2900.00 ... 2916.00 2965.00 JD
106 jd2601 20251020 3150.00 ... 3153.00 3176.00 JD
107 jd2602 20251020 2940.00 ... 2949.00 2968.00 JD
108 jd2603 20251020 2960.00 ... 2962.00 2974.00 JD
109 jd2604 20251020 3103.00 ... 3122.00 3108.00 JD
110 jd2605 20251020 3310.00 ... 3332.00 3310.00 JD
111 jd2606 20251020 3212.00 ... 3232.00 3211.00 JD
112 jd2607 20251020 3447.00 ... 3477.00 3459.00 JD
113 jd2608 20251020 3945.00 ... 3959.00 3951.00 JD
114 jd2609 20251020 3829.00 ... 3851.00 3845.00 JD
115 jm2510 20251020 1036.50 ... 1036.50 960.00 JM
116 jm2511 20251020 1053.00 ... 1080.00 1067.50 JM
117 jm2512 20251020 1121.00 ... 1150.00 1120.00 JM
118 jm2601 20251020 1190.00 ... 1219.50 1184.50 JM
119 jm2602 20251020 1205.00 ... 1240.00 1206.50 JM
120 jm2603 20251020 1230.00 ... 1256.00 1225.00 JM
121 jm2604 20251020 1242.50 ... 1273.50 1245.50 JM
122 jm2605 20251020 1265.00 ... 1297.00 1266.50 JM
123 jm2606 20251020 1290.00 ... 1317.00 1283.50 JM
124 jm2607 20251020 1308.00 ... 1328.00 1303.50 JM
125 jm2608 20251020 1328.50 ... 1355.00 1323.50 JM
126 jm2609 20251020 1345.00 ... 1372.00 1346.50 JM
127 l2510 20251020 0.00 ... 6856.00 6856.00 L
128 l2511 20251020 6875.00 ... 6890.00 6868.00 L
129 l2512 20251020 6870.00 ... 6903.00 6883.00 L
130 l2601 20251020 6891.00 ... 6909.00 6893.00 L
131 l2602 20251020 6916.00 ... 6904.00 6890.00 L
132 l2603 20251020 6891.00 ... 6912.00 6892.00 L
133 l2604 20251020 6960.00 ... 6958.00 6945.00 L
134 l2605 20251020 6912.00 ... 6943.00 6927.00 L
135 l2606 20251020 6954.00 ... 6936.00 6919.00 L
136 l2607 20251020 6969.00 ... 6954.00 6952.00 L
137 l2608 20251020 6972.00 ... 6967.00 6934.00 L
138 l2609 20251020 6952.00 ... 6965.00 6922.00 L
139 lg2511 20251020 802.00 ... 803.00 800.50 LG
140 lg2601 20251020 836.00 ... 834.50 830.50 LG
141 lg2603 20251020 835.00 ... 833.00 832.50 LG
142 lg2605 20251020 834.00 ... 834.00 834.00 LG
143 lg2607 20251020 836.00 ... 835.50 834.00 LG
144 lg2609 20251020 836.50 ... 835.50 835.50 LG
145 lh2511 20251020 11200.00 ... 11365.00 11105.00 LH
146 lh2601 20251020 11800.00 ... 12100.00 11815.00 LH
147 lh2603 20251020 11420.00 ... 11550.00 11375.00 LH
148 lh2605 20251020 11985.00 ... 12115.00 12000.00 LH
149 lh2607 20251020 12760.00 ... 12895.00 12770.00 LH
150 lh2609 20251020 13520.00 ... 13660.00 13580.00 LH
151 m2511 20251020 2854.00 ... 2874.00 2857.00 M
152 m2512 20251020 2885.00 ... 2904.00 2900.00 M
153 m2601 20251020 2868.00 ... 2894.00 2882.00 M
154 m2603 20251020 2855.00 ... 2879.00 2872.00 M
155 m2605 20251020 2708.00 ... 2731.00 2730.00 M
156 m2607 20251020 2705.00 ... 2716.00 2715.00 M
157 m2608 20251020 2830.00 ... 2841.00 2837.00 M
158 m2609 20251020 2840.00 ... 2847.00 2840.00 M
159 p2510 20251020 0.00 ... 9120.00 9120.00 P
160 p2511 20251020 9258.00 ... 9276.00 9254.00 P
161 p2512 20251020 9290.00 ... 9310.00 9282.00 P
162 p2601 20251020 9332.00 ... 9370.00 9334.00 P
163 p2602 20251020 9304.00 ... 9382.00 9336.00 P
164 p2603 20251020 9342.00 ... 9394.00 9352.00 P
165 p2604 20251020 9354.00 ... 9380.00 9330.00 P
166 p2605 20251020 9278.00 ... 9328.00 9294.00 P
167 p2606 20251020 9208.00 ... 9226.00 9208.00 P
168 p2607 20251020 9154.00 ... 9134.00 9126.00 P
169 p2608 20251020 9056.00 ... 9064.00 9034.00 P
170 p2609 20251020 9000.00 ... 9022.00 8974.00 P
171 pg2510 20251020 4339.00 ... 4339.00 4339.00 PG
172 pg2511 20251020 4224.00 ... 4239.00 4241.00 PG
173 pg2512 20251020 4095.00 ... 4102.00 4109.00 PG
174 pg2601 20251020 3981.00 ... 3994.00 4001.00 PG
175 pg2602 20251020 3879.00 ... 3899.00 3907.00 PG
176 pg2603 20251020 3792.00 ... 3806.00 3821.00 PG
177 pg2604 20251020 4147.00 ... 4137.00 4180.00 PG
178 pg2605 20251020 4037.00 ... 4057.00 4078.00 PG
179 pg2606 20251020 3992.00 ... 4002.00 4011.00 PG
180 pg2607 20251020 3955.00 ... 3937.00 3972.00 PG
181 pg2608 20251020 3890.00 ... 3884.00 3902.00 PG
182 pg2609 20251020 3818.00 ... 3827.00 3842.00 PG
183 pp2510 20251020 0.00 ... 6455.00 6455.00 PP
184 pp2511 20251020 6483.00 ... 6525.00 6508.00 PP
185 pp2512 20251020 6561.00 ... 6568.00 6550.00 PP
186 pp2601 20251020 6566.00 ... 6594.00 6583.00 PP
187 pp2602 20251020 6568.00 ... 6596.00 6585.00 PP
188 pp2603 20251020 6564.00 ... 6593.00 6585.00 PP
189 pp2604 20251020 6608.00 ... 6625.00 6604.00 PP
190 pp2605 20251020 6609.00 ... 6640.00 6630.00 PP
191 pp2606 20251020 6611.00 ... 6600.00 6583.00 PP
192 pp2607 20251020 6617.00 ... 6595.00 6587.00 PP
193 pp2608 20251020 6646.00 ... 6630.00 6616.00 PP
194 pp2609 20251020 6650.00 ... 6664.00 6657.00 PP
195 rr2510 20251020 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251020 3617.00 ... 3617.00 3616.00 RR
197 rr2512 20251020 3593.00 ... 3597.00 3598.00 RR
198 rr2601 20251020 3629.00 ... 3627.00 3627.00 RR
199 rr2602 20251020 3619.00 ... 3614.00 3617.00 RR
200 rr2603 20251020 3614.00 ... 3613.00 3614.00 RR
201 rr2604 20251020 3615.00 ... 3618.00 3622.00 RR
202 rr2605 20251020 3620.00 ... 3615.00 3625.00 RR
203 rr2606 20251020 3610.00 ... 3606.00 3612.00 RR
204 rr2607 20251020 3608.00 ... 3608.00 3609.00 RR
205 rr2608 20251020 3599.00 ... 3600.00 3606.00 RR
206 rr2609 20251020 3616.00 ... 3616.00 3623.00 RR
207 v2510 20251020 4592.00 ... 4596.00 4586.00 V
208 v2511 20251020 4597.00 ... 4632.00 4617.00 V
209 v2512 20251020 4653.00 ... 4673.00 4658.00 V
210 v2601 20251020 4696.00 ... 4721.00 4706.00 V
211 v2602 20251020 4741.00 ... 4767.00 4748.00 V
212 v2603 20251020 4767.00 ... 4796.00 4777.00 V
213 v2604 20251020 5000.00 ... 4993.00 4970.00 V
214 v2605 20251020 4991.00 ... 5026.00 5012.00 V
215 v2606 20251020 5072.00 ... 5065.00 5045.00 V
216 v2607 20251020 5103.00 ... 5106.00 5090.00 V
217 v2608 20251020 5126.00 ... 5132.00 5116.00 V
218 v2609 20251020 5129.00 ... 5151.00 5140.00 V
219 y2511 20251020 8262.00 ... 8292.00 8272.00 Y
220 y2512 20251020 8304.00 ... 8346.00 8316.00 Y
221 y2601 20251020 8272.00 ... 8312.00 8286.00 Y
222 y2603 20251020 8224.00 ... 8256.00 8230.00 Y
223 y2605 20251020 8048.00 ... 8108.00 8078.00 Y
224 y2607 20251020 7998.00 ... 8044.00 8018.00 Y
225 y2608 20251020 8010.00 ... 8036.00 8008.00 Y
226 y2609 20251020 7960.00 ... 8012.00 7986.00 Y
[227 rows x 12 columns]
2025-10-21 18:26:24,440 - future_1d - INFO - ak.get_dce_daily('2025-10-20') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251020 ... 85300 84720 CU
1 1 CU2512 20251020 ... 85260 84760 CU
2 2 CU2601 20251020 ... 85230 84710 CU
3 3 CU2602 20251020 ... 85160 84610 CU
4 4 CU2603 20251020 ... 85120 84560 CU
5 5 CU2604 20251020 ... 85040 84440 CU
6 6 CU2605 20251020 ... 84970 84470 CU
7 7 CU2606 20251020 ... 84990 84350 CU
8 8 CU2607 20251020 ... 84890 84200 CU
9 9 CU2608 20251020 ... 84710 84120 CU
10 10 CU2609 20251020 ... 84510 83990 CU
11 11 CU2610 20251020 ... 84660 83980 CU
12 12 BC2511 20251020 ... 75720 75250 BC
13 13 BC2512 20251020 ... 75960 75350 BC
14 14 BC2601 20251020 ... 75860 75510 BC
15 15 BC2602 20251020 ... 75800 75800 BC
16 16 BC2603 20251020 ... 75870 75870 BC
17 17 BC2604 20251020 ... 76440 76440 BC
18 18 BC2605 20251020 ... 75900 75900 BC
19 19 BC2606 20251020 ... 75880 75880 BC
20 20 BC2607 20251020 ... 76570 76570 BC
21 21 BC2608 20251020 ... 75800 75800 BC
22 22 BC2609 20251020 ... 76130 76130 BC
23 23 BC2610 20251020 ... 76130 76130 BC
24 24 AL2511 20251020 ... 20900 20960 AL
25 25 AL2512 20251020 ... 20930 20990 AL
26 26 AL2601 20251020 ... 20930 20995 AL
27 27 AL2602 20251020 ... 20940 21005 AL
28 28 AL2603 20251020 ... 20955 21010 AL
29 29 AL2604 20251020 ... 20970 21025 AL
30 30 AL2605 20251020 ... 20985 21040 AL
31 31 AL2606 20251020 ... 20985 21040 AL
32 32 AL2607 20251020 ... 20995 21070 AL
33 33 AL2608 20251020 ... 21000 21025 AL
34 34 AL2609 20251020 ... 20995 21035 AL
35 35 AL2610 20251020 ... 20980 21060 AL
36 36 ZN2511 20251020 ... 21880 21910 ZN
37 37 ZN2512 20251020 ... 21885 21925 ZN
38 38 ZN2601 20251020 ... 21915 21955 ZN
39 39 ZN2602 20251020 ... 21945 21990 ZN
40 40 ZN2603 20251020 ... 21980 22005 ZN
41 41 ZN2604 20251020 ... 22010 22010 ZN
42 42 ZN2605 20251020 ... 22025 22065 ZN
43 43 ZN2606 20251020 ... 22080 22075 ZN
44 44 ZN2607 20251020 ... 22080 22175 ZN
45 45 ZN2608 20251020 ... 22105 22205 ZN
46 46 ZN2609 20251020 ... 22150 22195 ZN
47 47 ZN2610 20251020 ... 22210 22210 ZN
48 48 PB2511 20251020 ... 17100 17050 PB
49 49 PB2512 20251020 ... 17120 17070 PB
50 50 PB2601 20251020 ... 17110 17070 PB
51 51 PB2602 20251020 ... 17140 17070 PB
52 52 PB2603 20251020 ... 17155 17120 PB
53 53 PB2604 20251020 ... 17165 17120 PB
54 54 PB2605 20251020 ... 17175 17150 PB
55 55 PB2606 20251020 ... 17200 17205 PB
56 56 PB2607 20251020 ... 17210 17160 PB
57 57 PB2608 20251020 ... 17240 17235 PB
58 58 PB2609 20251020 ... 17270 17175 PB
59 59 PB2610 20251020 ... 17195 17230 PB
60 60 NI2511 20251020 ... 120750 121340 NI
61 61 NI2512 20251020 ... 120920 121490 NI
62 62 NI2601 20251020 ... 121140 121690 NI
63 63 NI2602 20251020 ... 121320 121870 NI
64 64 NI2603 20251020 ... 121540 122040 NI
65 65 NI2604 20251020 ... 121810 122430 NI
66 66 NI2605 20251020 ... 122070 122570 NI
67 67 NI2606 20251020 ... 122230 122810 NI
68 68 NI2607 20251020 ... 122530 123110 NI
69 69 NI2608 20251020 ... 122820 123310 NI
70 70 NI2609 20251020 ... 123150 124290 NI
71 71 NI2610 20251020 ... 123160 123530 NI
72 72 SN2511 20251020 ... 278950 281380 SN
73 73 SN2512 20251020 ... 279380 281840 SN
74 74 SN2601 20251020 ... 279520 281930 SN
75 75 SN2602 20251020 ... 279580 282070 SN
76 76 SN2603 20251020 ... 279470 281950 SN
77 77 SN2604 20251020 ... 279690 282360 SN
78 78 SN2605 20251020 ... 279650 282090 SN
79 79 SN2606 20251020 ... 279860 282500 SN
80 80 SN2607 20251020 ... 280420 282610 SN
81 81 SN2608 20251020 ... 280550 282980 SN
82 82 SN2609 20251020 ... 280620 283360 SN
83 83 SN2610 20251020 ... 281950 282070 SN
84 84 AO2511 20251020 ... 2788 2779 AO
85 85 AO2512 20251020 ... 2806 2788 AO
86 86 AO2601 20251020 ... 2816 2802 AO
87 87 AO2602 20251020 ... 2837 2821 AO
88 88 AO2603 20251020 ... 2903 2893 AO
89 89 AO2604 20251020 ... 2914 2906 AO
90 90 AO2605 20251020 ... 2927 2919 AO
91 91 AO2606 20251020 ... 2933 2928 AO
92 92 AO2607 20251020 ... 2942 2934 AO
93 93 AO2608 20251020 ... 2960 2941 AO
94 94 AO2609 20251020 ... 2975 2962 AO
95 95 AO2610 20251020 ... 2990 2976 AO
96 96 AD2511 20251020 ... 20330 20395 AD
97 97 AD2512 20251020 ... 20400 20475 AD
98 98 AD2601 20251020 ... 20440 20515 AD
99 99 AD2602 20251020 ... 20435 20495 AD
100 100 AD2603 20251020 ... 20350 20530 AD
101 101 AD2604 20251020 ... 20420 20420 AD
102 102 AD2605 20251020 ... 20360 20375 AD
103 103 AD2606 20251020 ... 20335 20300 AD
104 104 AD2607 20251020 ... 20270 20270 AD
105 105 AD2608 20251020 ... 20390 20390 AD
106 106 AD2609 20251020 ... 20640 20640 AD
107 107 AD2610 20251020 ... 20495 20495 AD
108 108 AU2511 20251020 ... 973.38 988.7 AU
109 109 AU2512 20251020 ... 974.4 986.38 AU
110 110 AU2601 20251020 ... 977.04 989.44 AU
111 111 AU2602 20251020 ... 976.78 989.9 AU
112 112 AU2604 20251020 ... 979.42 992.24 AU
113 113 AU2606 20251020 ... 982.34 995.6 AU
114 114 AU2608 20251020 ... 984.54 997.1 AU
115 115 AU2610 20251020 ... 986.66 1000.74 AU
116 116 AG2511 20251020 ... 11784 12215 AG
117 117 AG2512 20251020 ... 11782 12230 AG
118 118 AG2601 20251020 ... 11802 12236 AG
119 119 AG2602 20251020 ... 11809 12249 AG
120 120 AG2603 20251020 ... 11833 12258 AG
121 121 AG2604 20251020 ... 11834 12270 AG
122 122 AG2605 20251020 ... 11850 12282 AG
123 123 AG2606 20251020 ... 11857 12293 AG
124 124 AG2607 20251020 ... 11865 12316 AG
125 125 AG2608 20251020 ... 11872 12310 AG
126 126 AG2609 20251020 ... 11885 12327 AG
127 127 AG2610 20251020 ... 11910 12340 AG
128 128 RB2511 20251020 ... 2997 2985 RB
129 129 RB2512 20251020 ... 3041 3033 RB
130 130 RB2601 20251020 ... 3058 3046 RB
131 131 RB2602 20251020 ... 3063 3052 RB
132 132 RB2603 20251020 ... 3087 3075 RB
133 133 RB2604 20251020 ... 3105 3092 RB
134 134 RB2605 20251020 ... 3114 3103 RB
135 135 RB2606 20251020 ... 3129 3118 RB
136 136 RB2607 20251020 ... 3137 3125 RB
137 137 RB2608 20251020 ... 3145 3136 RB
138 138 RB2609 20251020 ... 3152 3139 RB
139 139 RB2610 20251020 ... 3151 3142 RB
140 140 WR2511 20251020 ... 3310 3270 WR
141 141 WR2512 20251020 ... 3262 3355 WR
142 142 WR2601 20251020 ... 3362 3365 WR
143 143 WR2602 20251020 ... 3403 3403 WR
144 144 WR2603 20251020 ... 3361 3361 WR
145 145 WR2604 20251020 ... 3369 3369 WR
146 146 WR2605 20251020 ... 3365 3365 WR
147 147 WR2606 20251020 ... 3363 3363 WR
148 148 WR2607 20251020 ... 3430 3416 WR
149 149 WR2608 20251020 ... 3461 3461 WR
150 150 WR2609 20251020 ... 3430 3430 WR
151 151 WR2610 20251020 ... 3430 3430 WR
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]
2025-10-21 18:26:24,537 - future_1d - INFO - ak.get_shfe_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 IC2511 20251020 6998.000 ... 6970.400 6921.800 IC
1 IC2512 20251020 6968.400 ... 6908.800 6865.000 IC
2 IC2603 20251020 6790.000 ... 6745.800 6703.600 IC
3 IC2606 20251020 6649.000 ... 6564.400 6703.600 IC
4 IF2511 20251020 4532.600 ... 4517.600 4497.400 IF
5 IF2512 20251020 4523.000 ... 4504.200 4484.600 IF
6 IF2603 20251020 4501.000 ... 4479.000 4463.000 IF
7 IF2606 20251020 4502.800 ... 4444.000 4463.000 IF
8 IH2511 20251020 2984.000 ... 2971.200 2963.000 IH
9 IH2512 20251020 2981.000 ... 2969.600 2961.600 IH
10 IH2603 20251020 2982.000 ... 2970.400 2962.600 IH
11 IH2606 20251020 2977.000 ... 2968.800 2962.600 IH
12 IM2511 20251020 7189.000 ... 7134.600 7104.000 IM
13 IM2512 20251020 7100.000 ... 7053.400 7024.200 IM
14 IM2603 20251020 6870.400 ... 6836.600 6808.000 IM
15 IM2606 20251020 6744.600 ... 6627.200 6808.000 IM
16 T2512 20251020 108.185 ... 108.090 108.265 T
17 T2603 20251020 107.945 ... 107.800 107.955 T
18 T2606 20251020 107.820 ... 107.730 107.845 T
19 TF2512 20251020 105.730 ... 105.660 105.775 TF
20 TF2603 20251020 105.645 ... 105.580 105.680 TF
21 TF2606 20251020 105.640 ... 105.605 105.690 TF
22 TL2512 20251020 115.580 ... 115.410 115.730 TL
23 TL2603 20251020 115.100 ... 115.130 115.410 TL
24 TL2606 20251020 115.000 ... 115.030 115.260 TL
25 TS2512 20251020 102.370 ... 102.336 102.378 TS
26 TS2603 20251020 102.280 ... 102.256 102.290 TS
27 TS2606 20251020 102.296 ... 102.288 102.318 TS
[28 rows x 12 columns]
2025-10-21 18:26:24,712 - future_1d - INFO - ak.get_cffex_daily('2025-10-20') done
symbol date open ... settle pre_settle variety
0 SC2511 20251020 436.7 ... 436.3 437.9 SC
1 SC2512 20251020 438.6 ... 439.1 439.6 SC
2 SC2601 20251020 438.7 ... 439.9 439.5 SC
3 SC2602 20251020 441.4 ... 441.3 439.2 SC
4 SC2603 20251020 442 ... 442.4 440.6 SC
5 SC2604 20251020 442.9 ... 443.9 439.7 SC
6 SC2605 20251020 443.7 ... 444.6 440.6 SC
7 SC2606 20251020 445.1 ... 445.5 441.9 SC
8 SC2607 20251020 447.8 ... 447.3 444 SC
9 SC2608 20251020 449.3 ... 448.1 445.5 SC
10 SC2609 20251020 448 ... 447.8 445.7 SC
11 SC2610 20251020 ... 447.3 447.3 SC
12 SC2612 20251020 446 ... 450.4 445.6 SC
13 SC2703 20251020 ... 448.1 448.1 SC
14 SC2706 20251020 ... 451.7 451.7 SC
15 SC2709 20251020 ... 450.2 450.2 SC
16 SC2712 20251020 451.8 ... 451.8 445.2 SC
17 SC2803 20251020 ... 448.9 446 SC
18 SC2806 20251020 455.9 ... 454.8 447.1 SC
19 SC2809 20251020 455.1 ... 456.3 449.2 SC
21 LU2511 20251020 3067 ... 3054 3069 LU
22 LU2512 20251020 3088 ... 3085 3096 LU
23 LU2601 20251020 3088 ... 3090 3101 LU
24 LU2602 20251020 3091 ... 3098 3115 LU
25 LU2603 20251020 3099 ... 3099 3116 LU
26 LU2604 20251020 ... 3112 3112 LU
27 LU2605 20251020 3114 ... 3115 3111 LU
28 LU2606 20251020 3117 ... 3124 3117 LU
29 LU2607 20251020 3122 ... 3128 3143 LU
30 LU2608 20251020 3131 ... 3130 3133 LU
31 LU2609 20251020 3125 ... 3137 3154 LU
32 LU2610 20251020 3121 ... 3137 3129 LU
34 NR2511 20251020 12225 ... 12275 12340 NR
35 NR2512 20251020 12150 ... 12240 12290 NR
36 NR2601 20251020 12115 ... 12185 12215 NR
37 NR2602 20251020 12030 ... 12115 12155 NR
38 NR2603 20251020 12010 ... 12095 12120 NR
39 NR2604 20251020 12000 ... 12090 12120 NR
40 NR2605 20251020 12100 ... 12130 12120 NR
41 NR2606 20251020 12075 ... 12150 12125 NR
42 NR2607 20251020 12150 ... 12150 12145 NR
43 NR2608 20251020 ... 12135 12175 NR
44 NR2609 20251020 ... 12215 12215 NR
45 NR2610 20251020 ... 12225 12265 NR
47 BC2511 20251020 75110 ... 75720 75250 BC
48 BC2512 20251020 75230 ... 75960 75350 BC
49 BC2601 20251020 75570 ... 75860 75510 BC
50 BC2602 20251020 ... 75800 75800 BC
51 BC2603 20251020 ... 75870 75870 BC
52 BC2604 20251020 ... 76440 76440 BC
53 BC2605 20251020 ... 75900 75900 BC
54 BC2606 20251020 ... 75880 75880 BC
55 BC2607 20251020 ... 76570 76570 BC
56 BC2608 20251020 ... 75800 75800 BC
57 BC2609 20251020 ... 76130 76130 BC
58 BC2610 20251020 ... 76130 76130 BC
60 EC2510 20251020 1107.8 ... 1102.6 1098.8 EC
61 EC2512 20251020 1672 ... 1683.4 1658.2 EC
62 EC2602 20251020 1571.6 ... 1524.2 1459.8 EC
63 EC2604 20251020 1150 ... 1152.4 1126.4 EC
64 EC2606 20251020 1302.5 ... 1328.9 1288.5 EC
65 EC2608 20251020 1445 ... 1445.3 1411.4 EC
68 SC_TAS2511 20251020 ... SC_TAS
69 SC_TAS2512 20251020 ... SC_TAS
70 SC_TAS2601 20251020 ... SC_TAS
71 SC_TAS2602 20251020 ... SC_TAS
[66 rows x 12 columns]
2025-10-21 18:26:24,819 - future_1d - INFO - ak.get_ine_daily('2025-10-20') done
2025-10-21 18:26:26,585 - 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]
2025-10-21 18:26:30,981 - future_1d - INFO - ak.get_gfex_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]
2025-10-21 18:26:31,256 - future_1d - INFO - ak.get_czce_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]
2025-10-21 18:26:31,860 - future_1d - INFO - ak.get_dce_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]
2025-10-21 18:26:31,970 - future_1d - INFO - ak.get_shfe_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]
2025-10-21 18:26:32,150 - 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]
2025-10-21 18:26:32,219 - future_1d - INFO - ak.get_ine_daily('2025-10-21') done
2025-10-21 18:26:34,017 - future_1d - INFO - save future_daily 2025-10-21 completed