243 243 BR2606 20251015 ... 10865 10810 BR
244 244 BR2607 20251015 ... 11025 11035 BR
245 245 BR2608 20251015 ... 11040 11040 BR
246 246 BR2609 20251015 ... 11080 11080 BR
247 247 RU2510 20251015 ... 14030 14165 RU
248 248 RU2511 20251015 ... 14095 14060 RU
249 249 RU2601 20251015 ... 14850 14855 RU
250 250 RU2603 20251015 ... 14835 14815 RU
251 251 RU2604 20251015 ... 14860 14855 RU
252 252 RU2605 20251015 ... 14855 14845 RU
253 253 RU2606 20251015 ... 14865 14850 RU
254 254 RU2607 20251015 ... 14905 14900 RU
255 255 RU2608 20251015 ... 14915 14925 RU
256 256 RU2609 20251015 ... 14905 14880 RU
257 257 NR2510 20251015 ... 12105 11925 NR
258 258 NR2511 20251015 ... 12110 11990 NR
259 259 NR2512 20251015 ... 12085 11985 NR
260 260 NR2601 20251015 ... 12075 11995 NR
261 261 NR2602 20251015 ... 12055 11995 NR
262 262 NR2603 20251015 ... 12085 12020 NR
263 263 NR2604 20251015 ... 12050 12000 NR
264 264 NR2605 20251015 ... 12045 12020 NR
265 265 NR2606 20251015 ... 12110 12040 NR
266 266 NR2607 20251015 ... 12155 12115 NR
267 267 NR2608 20251015 ... 12090 12145 NR
268 268 NR2609 20251015 ... 12185 12250 NR
269 269 SP2510 20251015 ... 4812 4812 SP
270 270 SP2511 20251015 ... 4854 4840 SP
271 271 SP2512 20251015 ... 4878 4864 SP
272 272 SP2601 20251015 ... 5174 5160 SP
273 273 SP2602 20251015 ... 5188 5170 SP
274 274 SP2603 20251015 ... 5206 5194 SP
275 275 SP2604 20251015 ... 5226 5206 SP
276 276 SP2605 20251015 ... 5240 5226 SP
277 277 SP2606 20251015 ... 5252 5234 SP
278 278 SP2607 20251015 ... 5248 5234 SP
279 279 SP2608 20251015 ... 5248 5240 SP
280 280 SP2609 20251015 ... 5244 5238 SP
281 281 OP2601 20251015 ... 4214 4208 OP
282 282 OP2602 20251015 ... 4224 4224 OP
283 283 OP2603 20251015 ... 4216 4218 OP
284 284 OP2604 20251015 ... 4232 4240 OP
285 285 OP2605 20251015 ... 4236 4232 OP
286 286 OP2606 20251015 ... 4202 4202 OP
287 287 OP2607 20251015 ... 4242 4242 OP
288 288 OP2608 20251015 ... 4268 4274 OP
289 289 OP2609 20251015 ... 4220 4220 OP
290 290 EC2510 20251015 ... 1128.2 1134.4 EC
291 291 EC2512 20251015 ... 1713.4 1639 EC
292 292 EC2602 20251015 ... 1481.1 1416.6 EC
293 293 EC2604 20251015 ... 1148.9 1112.5 EC
294 294 EC2606 20251015 ... 1315.7 1286.2 EC
295 295 EC2608 20251015 ... 1458.2 1424.4 EC
296 296 SC_TAS2511 20251015 ... SC_TAS
297 297 SC_TAS2512 20251015 ... SC_TAS
298 298 SC_TAS2601 20251015 ... SC_TAS
299 299 SC_TAS2602 20251015 ... SC_TAS
[300 rows x 13 columns]
2025-10-17 18:26:25,972 - future_1d - INFO - ak.get_shfe_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 IC2510 20251015 7196.600 ... 7272.000 7159.800 IC
1 IC2511 20251015 7090.800 ... 7190.400 7072.000 IC
2 IC2512 20251015 7068.000 ... 7134.400 7018.600 IC
3 IC2603 20251015 6880.000 ... 6972.000 6857.000 IC
4 IF2510 20251015 4544.000 ... 4596.400 4531.000 IF
5 IF2511 20251015 4532.200 ... 4583.800 4513.400 IF
6 IF2512 20251015 4522.000 ... 4572.600 4499.200 IF
7 IF2603 20251015 4496.000 ... 4551.200 4477.200 IF
8 IH2510 20251015 2967.000 ... 2996.800 2958.400 IH
9 IH2511 20251015 2964.200 ... 2994.000 2952.200 IH
10 IH2512 20251015 2968.000 ... 2995.000 2953.000 IH
11 IH2603 20251015 2965.200 ... 2996.000 2953.800 IH
12 IM2510 20251015 7377.800 ... 7451.600 7338.200 IM
13 IM2511 20251015 7260.000 ... 7357.600 7234.400 IM
14 IM2512 20251015 7194.800 ... 7273.800 7148.600 IM
15 IM2603 20251015 6949.000 ... 7054.200 6926.000 IM
16 T2512 20251015 108.105 ... 108.100 108.190 T
17 T2603 20251015 107.785 ... 107.780 107.880 T
18 T2606 20251015 107.660 ... 107.705 107.795 T
19 TF2512 20251015 105.740 ... 105.715 105.765 TF
20 TF2603 20251015 105.630 ... 105.610 105.650 TF
21 TF2606 20251015 105.575 ... 105.615 105.650 TF
22 TL2512 20251015 114.450 ... 114.480 114.740 TL
23 TL2603 20251015 113.940 ... 114.160 114.420 TL
24 TL2606 20251015 114.170 ... 114.100 114.360 TL
25 TS2512 20251015 102.382 ... 102.372 102.386 TS
26 TS2603 20251015 102.292 ... 102.274 102.292 TS
27 TS2606 20251015 102.312 ... 102.316 102.334 TS
[28 rows x 12 columns]
2025-10-17 18:26:26,152 - future_1d - INFO - ak.get_cffex_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20251015 0.0 ... 50755.0 49980.0 PS
1 PS2511 20251015 49975.0 ... 50805.0 49205.0 PS
2 PS2512 20251015 52595.0 ... 53270.0 51630.0 PS
3 PS2601 20251015 52050.0 ... 53165.0 51570.0 PS
4 PS2602 20251015 52050.0 ... 52840.0 51585.0 PS
5 PS2603 20251015 52030.0 ... 52690.0 51545.0 PS
6 PS2604 20251015 51925.0 ... 52600.0 51450.0 PS
7 PS2605 20251015 51800.0 ... 52730.0 51340.0 PS
8 PS2606 20251015 53000.0 ... 54525.0 53195.0 PS
9 PS2607 20251015 53105.0 ... 54410.0 53105.0 PS
10 PS2608 20251015 53125.0 ... 54125.0 52925.0 PS
11 PS2609 20251015 53015.0 ... 53855.0 52655.0 PS
13 SI2510 20251015 8585.0 ... 8620.0 8555.0 SI
14 SI2511 20251015 8495.0 ... 8595.0 8580.0 SI
15 SI2512 20251015 8910.0 ... 8965.0 8970.0 SI
16 SI2601 20251015 8835.0 ... 8905.0 8905.0 SI
17 SI2602 20251015 8800.0 ... 8885.0 8915.0 SI
18 SI2603 20251015 8925.0 ... 8910.0 8980.0 SI
19 SI2604 20251015 8870.0 ... 8940.0 8900.0 SI
20 SI2605 20251015 8850.0 ... 8935.0 8925.0 SI
21 SI2606 20251015 8935.0 ... 8960.0 8930.0 SI
22 SI2607 20251015 8885.0 ... 8935.0 8940.0 SI
23 SI2608 20251015 0.0 ... 8960.0 8960.0 SI
24 SI2609 20251015 8930.0 ... 8975.0 8980.0 SI
27 LC2510 20251015 73120.0 ... 73220.0 72720.0 LC
28 LC2511 20251015 73000.0 ... 73100.0 73160.0 LC
29 LC2512 20251015 72900.0 ... 73200.0 73220.0 LC
30 LC2601 20251015 73140.0 ... 73200.0 73160.0 LC
31 LC2602 20251015 73000.0 ... 73100.0 72960.0 LC
32 LC2603 20251015 72640.0 ... 72980.0 73080.0 LC
33 LC2604 20251015 73260.0 ... 73640.0 73680.0 LC
34 LC2605 20251015 73180.0 ... 73680.0 73660.0 LC
35 LC2606 20251015 73400.0 ... 73620.0 73600.0 LC
36 LC2607 20251015 73400.0 ... 73560.0 73560.0 LC
37 LC2608 20251015 73600.0 ... 73840.0 73720.0 LC
38 LC2609 20251015 73960.0 ... 73940.0 73800.0 LC
[36 rows x 12 columns]
2025-10-17 18:26:26,384 - future_1d - INFO - ak.get_gfex_daily('2025-10-15') done
2025-10-17 18:26:28,172 - future_1d - INFO - save future_daily 2025-10-15 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251016 9185.0 9185.0 ... 266.28 9182.0 9160.0 AP
1 AP511 20251016 8694.0 8734.0 ... 4660.57 8631.0 8695.0 AP
2 AP512 20251016 8661.0 8661.0 ... 3014.99 8565.0 8660.0 AP
3 AP601 20251016 8677.0 8691.0 ... 1123836.67 8565.0 8668.0 AP
4 AP603 20251016 8594.0 8594.0 ... 1225.84 8454.0 8572.0 AP
5 AP604 20251016 8618.0 8622.0 ... 603.96 8506.0 8607.0 AP
6 AP605 20251016 8678.0 8705.0 ... 81915.60 8553.0 8678.0 AP
7 CF511 20251016 13285.0 13395.0 ... 52906.93 13355.0 13275.0 CF
8 CF601 20251016 13260.0 13335.0 ... 1114456.10 13290.0 13255.0 CF
9 CF603 20251016 13290.0 13355.0 ... 120126.53 13310.0 13285.0 CF
10 CF605 20251016 13325.0 13390.0 ... 209550.20 13345.0 13315.0 CF
11 CF607 20251016 13335.0 13400.0 ... 1103.38 13375.0 13345.0 CF
12 CF609 20251016 13495.0 13545.0 ... 2839.98 13525.0 13495.0 CF
13 CJ512 20251016 10945.0 11220.0 ... 5706.67 11115.0 10975.0 CJ
14 CJ601 20251016 11100.0 11375.0 ... 1285269.52 11240.0 11105.0 CJ
15 CJ603 20251016 11060.0 11310.0 ... 13742.26 11200.0 11055.0 CJ
16 CJ605 20251016 11185.0 11420.0 ... 201495.93 11310.0 11185.0 CJ
17 CJ607 20251016 11290.0 11500.0 ... 3395.35 11415.0 11270.0 CJ
18 CJ609 20251016 11400.0 11625.0 ... 2964.85 11535.0 11405.0 CJ
19 CY510 20251016 0.0 0.0 ... 0.00 19475.0 19395.0 CY
20 CY511 20251016 19675.0 19770.0 ... 2464.93 19720.0 19675.0 CY
21 CY512 20251016 0.0 0.0 ... 0.00 19150.0 19100.0 CY
22 CY601 20251016 19310.0 19415.0 ... 94728.78 19375.0 19295.0 CY
23 CY602 20251016 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251016 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251016 0.0 0.0 ... 0.00 19570.0 19555.0 CY
27 CY606 20251016 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251016 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251016 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251016 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251016 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251016 1024.0 1042.0 ... 24408.65 1031.0 1031.0 FG
33 FG512 20251016 1139.0 1151.0 ... 92643.61 1138.0 1137.0 FG
34 FG601 20251016 1137.0 1148.0 ... 3410490.29 1137.0 1134.0 FG
35 FG602 20251016 1206.0 1217.0 ... 36946.81 1204.0 1203.0 FG
36 FG603 20251016 1211.0 1219.0 ... 110594.34 1206.0 1206.0 FG
37 FG604 20251016 1279.0 1285.0 ... 589.81 1271.0 1273.0 FG
38 FG605 20251016 1274.0 1285.0 ... 132654.29 1271.0 1273.0 FG
39 FG606 20251016 1316.0 1325.0 ... 835.95 1310.0 1312.0 FG
40 FG607 20251016 1318.0 1318.0 ... 879.77 1301.0 1304.0 FG
41 FG608 20251016 1355.0 1360.0 ... 1119.94 1353.0 1356.0 FG
42 FG609 20251016 1357.0 1360.0 ... 5266.15 1353.0 1356.0 FG
43 JR511 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251016 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251016 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251016 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251016 2280.0 2302.0 ... 11338.26 2282.0 2277.0 MA
53 MA512 20251016 2301.0 2312.0 ... 88851.39 2293.0 2287.0 MA
54 MA601 20251016 2299.0 2320.0 ... 1764885.50 2296.0 2292.0 MA
55 MA602 20251016 2321.0 2342.0 ... 55981.34 2316.0 2308.0 MA
56 MA603 20251016 2329.0 2351.0 ... 101811.39 2328.0 2322.0 MA
57 MA604 20251016 2318.0 2344.0 ... 60.69 2334.0 2319.0 MA
58 MA605 20251016 2320.0 2327.0 ... 224906.55 2314.0 2308.0 MA
59 MA606 20251016 2321.0 2322.0 ... 53.18 2312.0 2312.0 MA
60 MA607 20251016 2300.0 2303.0 ... 41.30 2295.0 2292.0 MA
61 MA608 20251016 2283.0 2297.0 ... 16.04 2291.0 2281.0 MA
62 MA609 20251016 2272.0 2283.0 ... 2879.63 2266.0 2266.0 MA
63 OI511 20251016 10093.0 10132.0 ... 27428.07 10099.0 10099.0 OI
64 OI601 20251016 9935.0 9972.0 ... 1585087.06 9937.0 9939.0 OI
65 OI603 20251016 9737.0 9759.0 ... 185129.21 9735.0 9706.0 OI
66 OI605 20251016 9506.0 9517.0 ... 64679.88 9494.0 9485.0 OI
67 OI607 20251016 9456.0 9466.0 ... 982.26 9445.0 9420.0 OI
68 OI609 20251016 9404.0 9427.0 ... 960.26 9414.0 9401.0 OI
69 PF510 20251016 6080.0 6120.0 ... 48.72 6090.0 6088.0 PF
70 PF511 20251016 6084.0 6122.0 ... 48420.17 6098.0 6072.0 PF
71 PF512 20251016 6062.0 6098.0 ... 478410.44 6072.0 6040.0 PF
72 PF601 20251016 6090.0 6114.0 ... 94846.20 6088.0 6054.0 PF
73 PF602 20251016 6040.0 6100.0 ... 206910.32 6066.0 6024.0 PF
74 PF603 20251016 6026.0 6090.0 ... 62719.05 6052.0 6016.0 PF
75 PF604 20251016 6102.0 6140.0 ... 115.97 6104.0 6088.0 PF
76 PF605 20251016 6118.0 6138.0 ... 262.80 6112.0 6096.0 PF
77 PF606 20251016 6098.0 6102.0 ... 6.10 6100.0 6100.0 PF
78 PF607 20251016 6116.0 6154.0 ... 6.14 6136.0 6124.0 PF
79 PF608 20251016 6182.0 6182.0 ... 3.09 6182.0 6140.0 PF
80 PF609 20251016 6150.0 6198.0 ... 12.35 6174.0 6154.0 PF
81 PK510 20251016 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251016 7900.0 7900.0 ... 67678.11 7806.0 7884.0 PK
83 PK512 20251016 7930.0 7944.0 ... 157584.11 7890.0 7958.0 PK
84 PK601 20251016 8060.0 8060.0 ... 518144.61 7998.0 8058.0 PK
85 PK603 20251016 8110.0 8110.0 ... 159904.99 8058.0 8084.0 PK
86 PK604 20251016 8092.0 8094.0 ... 1344.17 8050.0 8086.0 PK
87 PK605 20251016 8126.0 8126.0 ... 22406.29 8074.0 8110.0 PK
88 PL601 20251016 6093.0 6124.0 ... 104191.85 6087.0 6085.0 PL
89 PL602 20251016 6116.0 6158.0 ... 32973.02 6124.0 6124.0 PL
90 PL603 20251016 6130.0 6159.0 ... 21462.11 6129.0 6124.0 PL
91 PL604 20251016 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251016 6097.0 6114.0 ... 36.63 6106.0 6080.0 PL
93 PL606 20251016 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251016 6103.0 6138.0 ... 73.43 6120.0 6211.0 PL
95 PL608 20251016 6106.0 6106.0 ... 12.21 6106.0 6277.0 PL
96 PL609 20251016 0.0 0.0 ... 0.00 6232.0 6232.0 PL
97 PM511 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251016 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251016 5586.0 5586.0 ... 16.76 5586.0 5638.0 PR
104 PR511 20251016 5582.0 5618.0 ... 20178.12 5596.0 5568.0 PR
105 PR512 20251016 5596.0 5622.0 ... 346068.28 5592.0 5560.0 PR
106 PR601 20251016 5562.0 5590.0 ... 356592.49 5560.0 5532.0 PR
107 PR602 20251016 5610.0 5632.0 ... 109032.49 5612.0 5576.0 PR
108 PR603 20251016 5590.0 5622.0 ... 117.65 5602.0 5574.0 PR
109 PR604 20251016 5600.0 5622.0 ... 50.45 5606.0 5594.0 PR
110 PR605 20251016 5620.0 5650.0 ... 118.09 5624.0 5612.0 PR
111 PR606 20251016 5656.0 5656.0 ... 8.48 5656.0 5652.0 PR
112 PR607 20251016 5660.0 5660.0 ... 25.45 5656.0 5670.0 PR
113 PR608 20251016 0.0 0.0 ... 0.00 5702.0 5688.0 PR
114 PR609 20251016 5678.0 5678.0 ... 8.52 5678.0 5692.0 PR
115 PX510 20251016 0.0 0.0 ... 3156.00 6326.0 6326.0 PX
116 PX511 20251016 6370.0 6392.0 ... 51062.42 6356.0 6316.0 PX
117 PX512 20251016 6358.0 6390.0 ... 116295.88 6354.0 6304.0 PX
118 PX601 20251016 6342.0 6386.0 ... 553914.28 6346.0 6296.0 PX
119 PX602 20251016 6354.0 6398.0 ... 202869.55 6356.0 6314.0 PX
120 PX603 20251016 6356.0 6400.0 ... 146825.16 6358.0 6320.0 PX
121 PX604 20251016 6358.0 6358.0 ... 3.18 6358.0 6344.0 PX
122 PX605 20251016 6398.0 6422.0 ... 3027.79 6394.0 6342.0 PX
123 PX606 20251016 6418.0 6426.0 ... 12.85 6424.0 6352.0 PX
124 PX607 20251016 0.0 0.0 ... 0.00 6418.0 6374.0 PX
125 PX608 20251016 0.0 0.0 ... 0.00 6434.0 6386.0 PX
126 PX609 20251016 6450.0 6454.0 ... 9.68 6452.0 6394.0 PX
127 RI511 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251016 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251016 2385.0 2409.0 ... 2813.23 2398.0 2387.0 RM
134 RM601 20251016 2361.0 2377.0 ... 328359.72 2365.0 2359.0 RM
135 RM603 20251016 2301.0 2313.0 ... 2947.40 2304.0 2297.0 RM
136 RM605 20251016 2300.0 2310.0 ... 68500.38 2302.0 2295.0 RM
137 RM607 20251016 2288.0 2299.0 ... 8377.28 2294.0 2286.0 RM
138 RM608 20251016 2396.0 2405.0 ... 309.84 2402.0 2393.0 RM
139 RM609 20251016 2389.0 2399.0 ... 2420.57 2394.0 2388.0 RM
140 RS511 20251016 5270.0 5275.0 ... 31.53 5256.0 5236.0 RS
141 RS607 20251016 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251016 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251016 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251016 1140.0 1148.0 ... 618.84 1138.0 1151.0 SA
145 SA511 20251016 1160.0 1166.0 ... 24200.26 1155.0 1162.0 SA
146 SA512 20251016 1225.0 1228.0 ... 161424.89 1217.0 1220.0 SA
147 SA601 20251016 1235.0 1240.0 ... 2821122.25 1227.0 1231.0 SA
148 SA602 20251016 1271.0 1277.0 ... 100529.67 1262.0 1267.0 SA
149 SA603 20251016 1286.0 1286.0 ... 189753.42 1269.0 1273.0 SA
150 SA604 20251016 1318.0 1322.0 ... 839.13 1311.0 1314.0 SA
151 SA605 20251016 1312.0 1327.0 ... 126298.26 1317.0 1319.0 SA
152 SA606 20251016 1335.0 1344.0 ... 777.83 1336.0 1339.0 SA
153 SA607 20251016 1337.0 1348.0 ... 1115.16 1340.0 1343.0 SA
154 SA608 20251016 1376.0 1383.0 ... 395.93 1375.0 1380.0 SA
155 SA609 20251016 1385.0 1389.0 ... 4943.81 1382.0 1385.0 SA
156 SF510 20251016 5250.0 5300.0 ... 147.45 5266.0 5226.0 SF
157 SF511 20251016 5374.0 5482.0 ... 153306.18 5430.0 5410.0 SF
158 SF512 20251016 5342.0 5470.0 ... 66454.87 5434.0 5388.0 SF
159 SF601 20251016 5332.0 5456.0 ... 423091.83 5410.0 5370.0 SF
160 SF602 20251016 5286.0 5414.0 ... 68186.85 5362.0 5314.0 SF
161 SF603 20251016 5464.0 5586.0 ... 108780.59 5532.0 5490.0 SF
162 SF604 20251016 5468.0 5538.0 ... 5.50 5504.0 5438.0 SF
163 SF605 20251016 5420.0 5556.0 ... 4437.25 5498.0 5464.0 SF
164 SF606 20251016 5410.0 5508.0 ... 51.68 5440.0 5436.0 SF
165 SF607 20251016 5580.0 5674.0 ... 47.85 5630.0 5602.0 SF
166 SF608 20251016 5632.0 5632.0 ... 2.82 5632.0 5598.0 SF
167 SF609 20251016 5554.0 5660.0 ... 106.79 5620.0 5582.0 SF
168 SH510 20251016 0.0 0.0 ... 0.00 2417.0 2400.0 SH
169 SH511 20251016 2418.0 2433.0 ... 35385.91 2424.0 2407.0 SH
170 SH512 20251016 2468.0 2487.0 ... 112669.73 2475.0 2458.0 SH
171 SH601 20251016 2446.0 2465.0 ... 1942132.93 2451.0 2434.0 SH
172 SH602 20251016 2475.0 2495.0 ... 297506.00 2477.0 2466.0 SH
173 SH603 20251016 2492.0 2501.0 ... 247580.43 2483.0 2475.0 SH
174 SH604 20251016 2537.0 2545.0 ... 144.76 2540.0 2526.0 SH
175 SH605 20251016 2541.0 2557.0 ... 12971.32 2546.0 2535.0 SH
176 SH606 20251016 2581.0 2585.0 ... 46.51 2584.0 2564.0 SH
177 SH607 20251016 2585.0 2588.0 ... 85.28 2584.0 2568.0 SH
178 SH608 20251016 2598.0 2612.0 ... 23.46 2607.0 2592.0 SH
179 SH609 20251016 2597.0 2610.0 ... 148.52 2606.0 2596.0 SH
180 SM510 20251016 5610.0 5642.0 ... 1174.49 5634.0 5660.0 SM
181 SM511 20251016 5690.0 5772.0 ... 16696.96 5744.0 5754.0 SM
182 SM512 20251016 5726.0 5780.0 ... 286597.53 5760.0 5762.0 SM
183 SM601 20251016 5734.0 5786.0 ... 371676.15 5758.0 5766.0 SM
184 SM602 20251016 5738.0 5788.0 ... 85538.56 5766.0 5770.0 SM
185 SM603 20251016 5736.0 5798.0 ... 312946.90 5778.0 5782.0 SM
186 SM604 20251016 0.0 0.0 ... 0.00 5788.0 5802.0 SM
187 SM605 20251016 5766.0 5816.0 ... 13157.59 5796.0 5794.0 SM
188 SM606 20251016 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251016 0.0 0.0 ... 0.00 5800.0 5790.0 SM
190 SM608 20251016 0.0 0.0 ... 0.00 5808.0 5794.0 SM
191 SM609 20251016 5800.0 5846.0 ... 705.19 5828.0 5826.0 SM
192 SR511 20251016 5414.0 5414.0 ... 16599.07 5395.0 5427.0 SR
193 SR601 20251016 5394.0 5412.0 ... 780361.11 5403.0 5402.0 SR
194 SR603 20251016 5381.0 5395.0 ... 165285.78 5387.0 5388.0 SR
195 SR605 20251016 5365.0 5377.0 ... 64185.43 5368.0 5373.0 SR
196 SR607 20251016 5370.0 5384.0 ... 1591.05 5375.0 5384.0 SR
197 SR609 20251016 5382.0 5393.0 ... 3960.57 5381.0 5394.0 SR
198 TA510 20251016 4382.0 4410.0 ... 2056.70 4400.0 4370.0 TA
199 TA511 20251016 4400.0 4430.0 ... 44114.52 4410.0 4378.0 TA
200 TA512 20251016 4410.0 4446.0 ... 151516.62 4420.0 4394.0 TA
201 TA601 20251016 4442.0 4466.0 ... 1398005.58 4442.0 4412.0 TA
202 TA602 20251016 4460.0 4480.0 ... 153250.12 4452.0 4424.0 TA
203 TA603 20251016 4480.0 4496.0 ... 79583.40 4470.0 4438.0 TA
204 TA604 20251016 4488.0 4504.0 ... 38.07 4480.0 4456.0 TA
205 TA605 20251016 4490.0 4524.0 ... 91544.22 4504.0 4474.0 TA
206 TA606 20251016 4520.0 4526.0 ... 15.84 4524.0 4476.0 TA
207 TA607 20251016 0.0 0.0 ... 0.00 4526.0 4492.0 TA
208 TA608 20251016 0.0 0.0 ... 0.00 4538.0 4526.0 TA
209 TA609 20251016 4532.0 4550.0 ... 1390.92 4538.0 4512.0 TA
210 UR510 20251016 1495.0 1495.0 ... 301.99 1495.0 1495.0 UR
211 UR511 20251016 1575.0 1585.0 ... 11581.73 1573.0 1580.0 UR
212 UR512 20251016 1585.0 1597.0 ... 31846.83 1587.0 1590.0 UR
213 UR601 20251016 1599.0 1610.0 ... 495547.68 1597.0 1604.0 UR
214 UR602 20251016 1606.0 1617.0 ... 18143.87 1608.0 1612.0 UR
215 UR603 20251016 1665.0 1668.0 ... 238.29 1655.0 1666.0 UR
216 UR604 20251016 1667.0 1673.0 ... 36.71 1669.0 1669.0 UR
217 UR605 20251016 1669.0 1680.0 ... 46618.44 1670.0 1674.0 UR
218 UR606 20251016 1670.0 1686.0 ... 338.12 1674.0 1680.0 UR
219 UR607 20251016 1703.0 1719.0 ... 81.94 1707.0 1708.0 UR
220 UR608 20251016 1700.0 1715.0 ... 102.37 1706.0 1707.0 UR
221 UR609 20251016 1700.0 1712.0 ... 446.55 1704.0 1707.0 UR
222 WH511 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251016 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:26:32,996 - future_1d - INFO - ak.get_czce_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 SC2511 20251016 446.7 ... 443.2 443.2 SC
1 SC2512 20251016 449.6 ... 445.6 444.9 SC
2 SC2601 20251016 450 ... 446 445.5 SC
3 SC2602 20251016 448 ... 446.7 445.9 SC
4 SC2603 20251016 449.5 ... 447.3 447.3 SC
5 SC2604 20251016 452.9 ... 448.3 448.5 SC
6 SC2605 20251016 451.2 ... 449.4 448.9 SC
7 SC2606 20251016 451.9 ... 449.9 450.1 SC
8 SC2607 20251016 453.3 ... 451.9 450 SC
9 SC2608 20251016 448 ... 452.2 450.6 SC
10 SC2609 20251016 453.2 ... 451.7 450.6 SC
11 SC2610 20251016 ... 449.7 449.7 SC
12 SC2612 20251016 451.8 ... 451.8 451.5 SC
13 SC2703 20251016 ... 450.7 448.6 SC
14 SC2706 20251016 ... 453.6 453.6 SC
15 SC2709 20251016 ... 450.2 449.9 SC
16 SC2712 20251016 450.6 ... 450.6 455 SC
17 SC2803 20251016 ... 449.9 449 SC
18 SC2806 20251016 456.9 ... 453.5 448 SC
19 SC2809 20251016 450 ... 451.8 448.9 SC
21 LU2511 20251016 3164 ... 3147 3141 LU
22 LU2512 20251016 3175 ... 3163 3158 LU
23 LU2601 20251016 3179 ... 3163 3161 LU
24 LU2602 20251016 3182 ... 3166 3162 LU
25 LU2603 20251016 3197 ... 3165 3160 LU
26 LU2604 20251016 3191 ... 3176 3161 LU
27 LU2605 20251016 3190 ... 3184 3163 LU
28 LU2606 20251016 3190 ... 3192 3160 LU
29 LU2607 20251016 3191 ... 3191 3175 LU
30 LU2608 20251016 3197 ... 3192 3173 LU
31 LU2609 20251016 3197 ... 3192 3159 LU
32 LU2610 20251016 3182 ... 3185 3152 LU
34 NR2511 20251016 12240 ... 12295 12110 NR
35 NR2512 20251016 12205 ... 12245 12085 NR
36 NR2601 20251016 12215 ... 12215 12075 NR
37 NR2602 20251016 12120 ... 12195 12055 NR
38 NR2603 20251016 12105 ... 12185 12085 NR
39 NR2604 20251016 12110 ... 12145 12050 NR
40 NR2605 20251016 12065 ... 12165 12045 NR
41 NR2606 20251016 ... 12140 12110 NR
42 NR2607 20251016 12100 ... 12100 12155 NR
43 NR2608 20251016 ... 12090 12090 NR
44 NR2609 20251016 12180 ... 12180 12185 NR
45 NR2610 20251016 ... 12185 12185 NR
47 BC2511 20251016 75750 ... 75500 75490 BC
48 BC2512 20251016 75850 ... 75590 75350 BC
49 BC2601 20251016 ... 76570 76860 BC
50 BC2602 20251016 ... 75800 75800 BC
51 BC2603 20251016 ... 75870 75870 BC
52 BC2604 20251016 ... 76520 76520 BC
53 BC2605 20251016 ... 75900 75900 BC
54 BC2606 20251016 ... 75880 75880 BC
55 BC2607 20251016 ... 76570 76570 BC
56 BC2608 20251016 ... 75800 75800 BC
57 BC2609 20251016 ... 76130 76130 BC
58 BC2610 20251016 ... 76130 76130 BC
60 EC2510 20251016 1120 ... 1112 1128.2 EC
61 EC2512 20251016 1690.1 ... 1663 1713.4 EC
62 EC2602 20251016 1452.5 ... 1427.9 1481.1 EC
63 EC2604 20251016 1133 ... 1114.5 1148.9 EC
64 EC2606 20251016 1306.6 ... 1283.7 1315.7 EC
65 EC2608 20251016 1440.4 ... 1418.2 1458.2 EC
68 SC_TAS2511 20251016 ... SC_TAS
69 SC_TAS2512 20251016 ... SC_TAS
70 SC_TAS2601 20251016 ... SC_TAS
71 SC_TAS2602 20251016 ... SC_TAS
[66 rows x 12 columns]
2025-10-17 18:26:33,089 - future_1d - INFO - ak.get_ine_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 a2511 20251016 3971.00 ... 4000.00 3969.00 A
1 a2601 20251016 4002.00 ... 4020.00 3988.00 A
2 a2603 20251016 4001.00 ... 4022.00 3992.00 A
3 a2605 20251016 4026.00 ... 4053.00 4026.00 A
4 a2607 20251016 4032.00 ... 4049.00 4025.00 A
5 a2609 20251016 4033.00 ... 4053.00 4026.00 A
6 b2510 20251016 0.00 ... 3600.00 3600.00 B
7 b2511 20251016 3609.00 ... 3604.00 3603.00 B
8 b2512 20251016 3623.00 ... 3619.00 3614.00 B
9 b2601 20251016 3631.00 ... 3631.00 3624.00 B
10 b2602 20251016 3634.00 ... 3641.00 3632.00 B
11 b2603 20251016 3600.00 ... 3603.00 3594.00 B
12 b2604 20251016 3509.00 ... 3509.00 3508.00 B
13 b2605 20251016 3447.00 ... 3447.00 3442.00 B
14 b2606 20251016 3413.00 ... 3418.00 3414.00 B
15 b2607 20251016 3425.00 ... 3424.00 3420.00 B
16 b2608 20251016 3521.00 ... 3520.00 3516.00 B
17 b2609 20251016 3546.00 ... 3544.00 3536.00 B
18 bb2511 20251016 0.00 ... 144.50 144.50 BB
19 bb2601 20251016 147.35 ... 147.35 146.95 BB
20 bb2603 20251016 146.80 ... 146.90 147.10 BB
21 bb2605 20251016 0.00 ... 147.70 147.70 BB
22 bb2607 20251016 0.00 ... 152.40 152.60 BB
23 bb2609 20251016 0.00 ... 152.40 152.60 BB
24 bz2603 20251016 5595.00 ... 5589.00 5585.00 BZ
25 bz2604 20251016 5586.00 ... 5593.00 5576.00 BZ
26 bz2605 20251016 5586.00 ... 5571.00 5588.00 BZ
27 bz2606 20251016 5517.00 ... 5597.00 5573.00 BZ
28 bz2607 20251016 5530.00 ... 5530.00 5660.00 BZ
29 bz2608 20251016 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251016 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251016 2107.00 ... 2106.00 2097.00 C
32 c2601 20251016 2124.00 ... 2131.00 2119.00 C
33 c2603 20251016 2157.00 ... 2161.00 2148.00 C
34 c2605 20251016 2218.00 ... 2227.00 2208.00 C
35 c2607 20251016 2232.00 ... 2240.00 2223.00 C
36 c2609 20251016 2247.00 ... 2255.00 2238.00 C
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38 cs2601 20251016 2415.00 ... 2416.00 2407.00 CS
39 cs2603 20251016 2434.00 ... 2434.00 2427.00 CS
40 cs2605 20251016 2530.00 ... 2535.00 2521.00 CS
41 cs2607 20251016 2541.00 ... 2549.00 2532.00 CS
42 cs2609 20251016 2583.00 ... 2587.00 2570.00 CS
43 eb2510 20251016 0.00 ... 6442.00 6442.00 EB
44 eb2511 20251016 6550.00 ... 6524.00 6544.00 EB
45 eb2512 20251016 6611.00 ... 6552.00 6566.00 EB
46 eb2601 20251016 6622.00 ... 6597.00 6609.00 EB
47 eb2602 20251016 6686.00 ... 6648.00 6667.00 EB
48 eb2603 20251016 6737.00 ... 6711.00 6727.00 EB
49 eb2604 20251016 6764.00 ... 6741.00 6765.00 EB
50 eb2605 20251016 6804.00 ... 6714.00 6795.00 EB
51 eb2606 20251016 6837.00 ... 6809.00 6828.00 EB
52 eb2607 20251016 6881.00 ... 6836.00 6852.00 EB
53 eb2608 20251016 6815.00 ... 6840.00 6870.00 EB
54 eb2609 20251016 6851.00 ... 6896.00 6889.00 EB
55 eg2510 20251016 4086.00 ... 4092.00 4089.00 EG
56 eg2511 20251016 4094.00 ... 4071.00 4073.00 EG
57 eg2512 20251016 4059.00 ... 4053.00 4054.00 EG
58 eg2601 20251016 4057.00 ... 4056.00 4048.00 EG
59 eg2602 20251016 4060.00 ... 4082.00 4053.00 EG
60 eg2603 20251016 4071.00 ... 4073.00 4074.00 EG
61 eg2604 20251016 4124.00 ... 4150.00 4135.00 EG
62 eg2605 20251016 4138.00 ... 4144.00 4134.00 EG
63 eg2606 20251016 4123.00 ... 4159.00 4143.00 EG
64 eg2607 20251016 0.00 ... 4171.00 4171.00 EG
65 eg2608 20251016 4161.00 ... 4163.00 4170.00 EG
66 eg2609 20251016 4171.00 ... 4171.00 4202.00 EG
67 fb2510 20251016 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251016 1253.50 ... 1253.50 1256.00 FB
69 fb2512 20251016 1255.00 ... 1255.50 1256.00 FB
70 fb2601 20251016 1262.50 ... 1263.00 1264.50 FB
71 fb2602 20251016 1265.00 ... 1264.00 1270.50 FB
72 fb2603 20251016 1262.50 ... 1260.00 1264.50 FB
73 fb2604 20251016 1263.00 ... 1261.50 1264.50 FB
74 fb2605 20251016 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251016 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251016 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251016 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251016 0.00 ... 1296.00 1296.00 FB
79 i2510 20251016 0.00 ... 806.00 806.00 I
80 i2511 20251016 796.50 ... 790.50 798.00 I
81 i2512 20251016 790.50 ... 784.00 792.00 I
82 i2601 20251016 780.00 ... 772.50 780.50 I
83 i2602 20251016 775.50 ... 770.50 779.50 I
84 i2603 20251016 772.50 ... 765.50 773.50 I
85 i2604 20251016 767.00 ... 761.00 768.50 I
86 i2605 20251016 757.00 ... 750.50 759.00 I
87 i2606 20251016 751.50 ... 745.50 753.00 I
88 i2607 20251016 747.00 ... 741.00 748.50 I
89 i2608 20251016 742.50 ... 736.00 743.00 I
90 i2609 20251016 734.00 ... 729.50 736.50 I
91 j2510 20251016 0.00 ... 1600.00 1600.00 J
92 j2511 20251016 1581.50 ... 1588.00 1578.00 J
93 j2512 20251016 1611.50 ... 1611.00 1607.00 J
94 j2601 20251016 1642.00 ... 1649.00 1635.50 J
95 j2602 20251016 1670.50 ... 1674.50 1663.00 J
96 j2603 20251016 1690.50 ... 1714.50 1676.50 J
97 j2604 20251016 1774.50 ... 1765.50 1762.50 J
98 j2605 20251016 1800.00 ... 1797.00 1781.50 J
99 j2606 20251016 1805.00 ... 1820.50 1814.00 J
100 j2607 20251016 0.00 ... 1833.50 1833.50 J
101 j2608 20251016 0.00 ... 1865.00 1865.00 J
102 j2609 20251016 1870.50 ... 1876.00 1864.50 J
103 jd2510 20251016 2790.00 ... 2750.00 2708.00 JD
104 jd2511 20251016 2856.00 ... 2834.00 2848.00 JD
105 jd2512 20251016 3013.00 ... 2990.00 3021.00 JD
106 jd2601 20251016 3203.00 ... 3180.00 3209.00 JD
107 jd2602 20251016 3027.00 ... 3000.00 3026.00 JD
108 jd2603 20251016 3037.00 ... 3015.00 3037.00 JD
109 jd2604 20251016 3156.00 ... 3137.00 3157.00 JD
110 jd2605 20251016 3346.00 ... 3342.00 3343.00 JD
111 jd2606 20251016 3234.00 ... 3233.00 3233.00 JD
112 jd2607 20251016 3474.00 ... 3482.00 3471.00 JD
113 jd2608 20251016 3973.00 ... 3966.00 3966.00 JD
114 jd2609 20251016 3868.00 ... 3862.00 3867.00 JD
115 jm2510 20251016 0.00 ... 999.00 999.00 JM
116 jm2511 20251016 1034.00 ... 1057.00 1024.00 JM
117 jm2512 20251016 1088.00 ... 1098.50 1080.50 JM
118 jm2601 20251016 1155.00 ... 1162.00 1147.00 JM
119 jm2602 20251016 1181.00 ... 1188.00 1172.50 JM
120 jm2603 20251016 1198.00 ... 1208.50 1190.00 JM
121 jm2604 20251016 1214.00 ... 1227.00 1204.50 JM
122 jm2605 20251016 1236.50 ... 1244.00 1222.00 JM
123 jm2606 20251016 1241.50 ... 1267.00 1241.50 JM
124 jm2607 20251016 1274.50 ... 1282.00 1262.50 JM
125 jm2608 20251016 1282.50 ... 1303.00 1284.50 JM
126 jm2609 20251016 1315.00 ... 1327.50 1305.00 JM
127 l2510 20251016 0.00 ... 6856.00 6856.00 L
128 l2511 20251016 6898.00 ... 6889.00 6895.00 L
129 l2512 20251016 6912.00 ... 6899.00 6906.00 L
130 l2601 20251016 6912.00 ... 6907.00 6908.00 L
131 l2602 20251016 6923.00 ... 6911.00 6910.00 L
132 l2603 20251016 6945.00 ... 6926.00 6931.00 L
133 l2604 20251016 6943.00 ... 6961.00 6940.00 L
134 l2605 20251016 6957.00 ... 6947.00 6940.00 L
135 l2606 20251016 6961.00 ... 6960.00 6947.00 L
136 l2607 20251016 6954.00 ... 6977.00 6975.00 L
137 l2608 20251016 6958.00 ... 6991.00 6994.00 L
138 l2609 20251016 6978.00 ... 6983.00 6969.00 L
139 lg2511 20251016 798.00 ... 796.00 792.50 LG
140 lg2601 20251016 820.00 ... 823.50 821.00 LG
141 lg2603 20251016 829.50 ... 829.50 828.00 LG
142 lg2605 20251016 827.50 ... 830.00 829.50 LG
143 lg2607 20251016 828.00 ... 829.50 830.00 LG
144 lg2609 20251016 0.00 ... 831.50 830.00 LG
145 lh2511 20251016 11430.00 ... 11300.00 11485.00 LH
146 lh2601 20251016 12175.00 ... 11975.00 12300.00 LH
147 lh2603 20251016 11665.00 ... 11565.00 11735.00 LH
148 lh2605 20251016 12300.00 ... 12185.00 12335.00 LH
149 lh2607 20251016 13180.00 ... 12990.00 13170.00 LH
150 lh2609 20251016 13900.00 ... 13805.00 13925.00 LH
151 m2511 20251016 2885.00 ... 2893.00 2894.00 M
152 m2512 20251016 2932.00 ... 2931.00 2930.00 M
153 m2601 20251016 2913.00 ... 2915.00 2914.00 M
154 m2603 20251016 2897.00 ... 2896.00 2893.00 M
155 m2605 20251016 2738.00 ... 2741.00 2737.00 M
156 m2607 20251016 2723.00 ... 2725.00 2721.00 M
157 m2608 20251016 2848.00 ... 2848.00 2845.00 M
158 m2609 20251016 2859.00 ... 2854.00 2850.00 M
159 p2510 20251016 0.00 ... 9120.00 9120.00 P
160 p2511 20251016 9242.00 ... 9236.00 9210.00 P
161 p2512 20251016 9280.00 ... 9278.00 9262.00 P
162 p2601 20251016 9330.00 ... 9326.00 9316.00 P
163 p2602 20251016 9326.00 ... 9328.00 9330.00 P
164 p2603 20251016 9342.00 ... 9336.00 9322.00 P
165 p2604 20251016 9306.00 ... 9322.00 9290.00 P
166 p2605 20251016 9246.00 ... 9256.00 9228.00 P
167 p2606 20251016 9158.00 ... 9168.00 9142.00 P
168 p2607 20251016 9064.00 ... 9078.00 9056.00 P
169 p2608 20251016 9000.00 ... 9000.00 8976.00 P
170 p2609 20251016 8930.00 ... 8952.00 8896.00 P
171 pg2510 20251016 4350.00 ... 4340.00 4248.00 PG
172 pg2511 20251016 4165.00 ... 4199.00 4141.00 PG
173 pg2512 20251016 4030.00 ... 4079.00 3993.00 PG
174 pg2601 20251016 3947.00 ... 3987.00 3908.00 PG
175 pg2602 20251016 3868.00 ... 3897.00 3836.00 PG
176 pg2603 20251016 3783.00 ... 3818.00 3757.00 PG
177 pg2604 20251016 4164.00 ... 4193.00 4152.00 PG
178 pg2605 20251016 4086.00 ... 4113.00 4067.00 PG
179 pg2606 20251016 4020.00 ... 4053.00 4006.00 PG
180 pg2607 20251016 3958.00 ... 3980.00 3950.00 PG
181 pg2608 20251016 3938.00 ... 3944.00 3905.00 PG
182 pg2609 20251016 3879.00 ... 3869.00 3848.00 PG
183 pp2510 20251016 6482.00 ... 6482.00 6482.00 PP
184 pp2511 20251016 6539.00 ... 6524.00 6519.00 PP
185 pp2512 20251016 6572.00 ... 6571.00 6562.00 PP
186 pp2601 20251016 6597.00 ... 6598.00 6590.00 PP
187 pp2602 20251016 6584.00 ... 6594.00 6585.00 PP
188 pp2603 20251016 6594.00 ... 6587.00 6593.00 PP
189 pp2604 20251016 6630.00 ... 6641.00 6611.00 PP
190 pp2605 20251016 6653.00 ... 6643.00 6642.00 PP
191 pp2606 20251016 6622.00 ... 6609.00 6612.00 PP
192 pp2607 20251016 6608.00 ... 6591.00 6603.00 PP
193 pp2608 20251016 6621.00 ... 6639.00 6628.00 PP
194 pp2609 20251016 6680.00 ... 6666.00 6673.00 PP
195 rr2510 20251016 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251016 3624.00 ... 3615.00 3614.00 RR
197 rr2512 20251016 3607.00 ... 3606.00 3608.00 RR
198 rr2601 20251016 3627.00 ... 3626.00 3626.00 RR
199 rr2602 20251016 3617.00 ... 3614.00 3612.00 RR
200 rr2603 20251016 3613.00 ... 3612.00 3613.00 RR
201 rr2604 20251016 3615.00 ... 3615.00 3613.00 RR
202 rr2605 20251016 3609.00 ... 3609.00 3609.00 RR
203 rr2606 20251016 3610.00 ... 3606.00 3603.00 RR
204 rr2607 20251016 3617.00 ... 3611.00 3624.00 RR
205 rr2608 20251016 3601.00 ... 3601.00 3605.00 RR
206 rr2609 20251016 3608.00 ... 3608.00 3616.00 RR
207 v2510 20251016 4545.00 ... 4543.00 4561.00 V
208 v2511 20251016 4593.00 ... 4581.00 4593.00 V
209 v2512 20251016 4646.00 ... 4625.00 4635.00 V
210 v2601 20251016 4673.00 ... 4667.00 4680.00 V
211 v2602 20251016 4725.00 ... 4709.00 4727.00 V
212 v2603 20251016 4752.00 ... 4742.00 4758.00 V
213 v2604 20251016 4953.00 ... 4932.00 4953.00 V
214 v2605 20251016 4996.00 ... 4981.00 4993.00 V
215 v2606 20251016 5007.00 ... 5007.00 5028.00 V
216 v2607 20251016 5039.00 ... 5042.00 5067.00 V
217 v2608 20251016 5087.00 ... 5087.00 5102.00 V
218 v2609 20251016 5130.00 ... 5124.00 5129.00 V
219 y2511 20251016 8254.00 ... 8248.00 8246.00 Y
220 y2512 20251016 8290.00 ... 8294.00 8280.00 Y
221 y2601 20251016 8250.00 ... 8252.00 8244.00 Y
222 y2603 20251016 8196.00 ... 8214.00 8198.00 Y
223 y2605 20251016 8050.00 ... 8054.00 8040.00 Y
224 y2607 20251016 8006.00 ... 8004.00 7982.00 Y
225 y2608 20251016 8014.00 ... 8010.00 7968.00 Y
226 y2609 20251016 7966.00 ... 7966.00 7946.00 Y
[227 rows x 12 columns]
2025-10-17 18:26:33,666 - future_1d - INFO - ak.get_dce_daily('2025-10-16') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251016 ... 85040 84960 CU
1 1 CU2512 20251016 ... 85060 85000 CU
2 2 CU2601 20251016 ... 85010 84840 CU
3 3 CU2602 20251016 ... 84870 84750 CU
4 4 CU2603 20251016 ... 84830 84570 CU
5 5 CU2604 20251016 ... 84800 84860 CU
6 6 CU2605 20251016 ... 84710 84510 CU
7 7 CU2606 20251016 ... 84690 84560 CU
8 8 CU2607 20251016 ... 84460 84370 CU
9 9 CU2608 20251016 ... 84470 84550 CU
10 10 CU2609 20251016 ... 84310 84340 CU
11 11 CU2610 20251016 ... 84110 84340 CU
12 12 BC2511 20251016 ... 75500 75490 BC
13 13 BC2512 20251016 ... 75590 75350 BC
14 14 BC2601 20251016 ... 76570 76860 BC
15 15 BC2602 20251016 ... 75800 75800 BC
16 16 BC2603 20251016 ... 75870 75870 BC
17 17 BC2604 20251016 ... 76520 76520 BC
18 18 BC2605 20251016 ... 75900 75900 BC
19 19 BC2606 20251016 ... 75880 75880 BC
20 20 BC2607 20251016 ... 76570 76570 BC
21 21 BC2608 20251016 ... 75800 75800 BC
22 22 BC2609 20251016 ... 76130 76130 BC
23 23 BC2610 20251016 ... 76130 76130 BC
24 24 AL2511 20251016 ... 20910 20875 AL
25 25 AL2512 20251016 ... 20935 20895 AL
26 26 AL2601 20251016 ... 20940 20900 AL
27 27 AL2602 20251016 ... 20935 20890 AL
28 28 AL2603 20251016 ... 20955 20885 AL
29 29 AL2604 20251016 ... 20985 20910 AL
30 30 AL2605 20251016 ... 20990 20915 AL
31 31 AL2606 20251016 ... 21010 20890 AL
32 32 AL2607 20251016 ... 20970 20925 AL
33 33 AL2608 20251016 ... 20990 20930 AL
34 34 AL2609 20251016 ... 20970 20940 AL
35 35 AL2610 20251016 ... 20985 20940 AL
36 36 ZN2511 20251016 ... 21950 21995 ZN
37 37 ZN2512 20251016 ... 21980 22035 ZN
38 38 ZN2601 20251016 ... 22015 22065 ZN
39 39 ZN2602 20251016 ... 22050 22090 ZN
40 40 ZN2603 20251016 ... 22080 22125 ZN
41 41 ZN2604 20251016 ... 22120 22150 ZN
42 42 ZN2605 20251016 ... 22140 22180 ZN
43 43 ZN2606 20251016 ... 22175 22215 ZN
44 44 ZN2607 20251016 ... 22175 22200 ZN
45 45 ZN2608 20251016 ... 22225 22220 ZN
46 46 ZN2609 20251016 ... 22255 22275 ZN
47 47 ZN2610 20251016 ... 22100 22275 ZN
48 48 PB2511 20251016 ... 17115 17055 PB
49 49 PB2512 20251016 ... 17135 17085 PB
50 50 PB2601 20251016 ... 17135 17085 PB
51 51 PB2602 20251016 ... 17120 16990 PB
52 52 PB2603 20251016 ... 17170 17105 PB
53 53 PB2604 20251016 ... 17190 17190 PB
54 54 PB2605 20251016 ... 17230 17145 PB
55 55 PB2606 20251016 ... 17230 17195 PB
56 56 PB2607 20251016 ... 17160 17160 PB
57 57 PB2608 20251016 ... 17245 17200 PB
58 58 PB2609 20251016 ... 17255 17235 PB
59 59 PB2610 20251016 ... 17235 17235 PB
60 60 NI2511 20251016 ... 120920 121020 NI
61 61 NI2512 20251016 ... 121070 121170 NI
62 62 NI2601 20251016 ... 121290 121390 NI
63 63 NI2602 20251016 ... 121520 121600 NI
64 64 NI2603 20251016 ... 121790 121920 NI
65 65 NI2604 20251016 ... 122050 122100 NI
66 66 NI2605 20251016 ... 122200 122360 NI
67 67 NI2606 20251016 ... 122390 122570 NI
68 68 NI2607 20251016 ... 122720 122850 NI
69 69 NI2608 20251016 ... 123000 123210 NI
70 70 NI2609 20251016 ... 123310 123450 NI
71 71 NI2610 20251016 ... 123480 123450 NI
72 72 SN2511 20251016 ... 280030 280410 SN
73 73 SN2512 20251016 ... 280450 280740 SN
74 74 SN2601 20251016 ... 280580 281030 SN
75 75 SN2602 20251016 ... 280680 280790 SN
76 76 SN2603 20251016 ... 280540 280770 SN
77 77 SN2604 20251016 ... 280560 280770 SN
78 78 SN2605 20251016 ... 280280 280720 SN
79 79 SN2606 20251016 ... 280690 281340 SN
80 80 SN2607 20251016 ... 281020 280840 SN
81 81 SN2608 20251016 ... 281860 281330 SN
82 82 SN2609 20251016 ... 282990 282990 SN
83 83 SN2610 20251016 ... 282070 282990 SN
84 84 AO2511 20251016 ... 2763 2776 AO
85 85 AO2512 20251016 ... 2773 2788 AO
86 86 AO2601 20251016 ... 2784 2799 AO
87 87 AO2602 20251016 ... 2806 2818 AO
88 88 AO2603 20251016 ... 2878 2889 AO
89 89 AO2604 20251016 ... 2894 2901 AO
90 90 AO2605 20251016 ... 2900 2910 AO
91 91 AO2606 20251016 ... 2914 2922 AO
92 92 AO2607 20251016 ... 2923 2930 AO
93 93 AO2608 20251016 ... 2932 2945 AO
94 94 AO2609 20251016 ... 2949 2960 AO
95 95 AO2610 20251016 ... 2946 2960 AO
96 96 AD2511 20251016 ... 20370 20330 AD
97 97 AD2512 20251016 ... 20435 20400 AD
98 98 AD2601 20251016 ... 20480 20445 AD
99 99 AD2602 20251016 ... 20460 20425 AD
100 100 AD2603 20251016 ... 20420 20420 AD
101 101 AD2604 20251016 ... 20420 20405 AD
102 102 AD2605 20251016 ... 20405 20340 AD
103 103 AD2606 20251016 ... 20300 20300 AD
104 104 AD2607 20251016 ... 20270 20270 AD
105 105 AD2608 20251016 ... 20495 20495 AD
106 106 AD2609 20251016 ... 20495 20495 AD
107 107 AD2610 20251016 ... 20495 20495 AD
108 108 AU2511 20251016 ... 963.74 947.9 AU
109 109 AU2512 20251016 ... 963 948.92 AU
110 110 AU2601 20251016 ... 966.54 948.92 AU
111 111 AU2602 20251016 ... 965.94 952.1 AU
112 112 AU2604 20251016 ... 967.76 953.3 AU
113 113 AU2606 20251016 ... 970.88 957.1 AU
114 114 AU2608 20251016 ... 973.76 958.84 AU
115 115 AU2610 20251016 ... 976.74 961.32 AU
116 116 AG2511 20251016 ... 12004 11689 AG
117 117 AG2512 20251016 ... 12002 11675 AG
118 118 AG2601 20251016 ... 12009 11677 AG
119 119 AG2602 20251016 ... 12026 11708 AG
120 120 AG2603 20251016 ... 12045 11700 AG
121 121 AG2604 20251016 ... 12045 11712 AG
122 122 AG2605 20251016 ... 12055 11712 AG
123 123 AG2606 20251016 ... 12077 11756 AG
124 124 AG2607 20251016 ... 12085 11765 AG
125 125 AG2608 20251016 ... 12095 11754 AG
126 126 AG2609 20251016 ... 12125 11808 AG
127 127 AG2610 20251016 ... 12147 11808 AG
128 128 RB2511 20251016 ... 2971 2987 RB
129 129 RB2512 20251016 ... 3017 3031 RB
130 130 RB2601 20251016 ... 3036 3044 RB
131 131 RB2602 20251016 ... 3043 3049 RB
132 132 RB2603 20251016 ... 3064 3074 RB
133 133 RB2604 20251016 ... 3079 3096 RB
134 134 RB2605 20251016 ... 3087 3099 RB
135 135 RB2606 20251016 ... 3103 3114 RB
136 136 RB2607 20251016 ... 3111 3136 RB
137 137 RB2608 20251016 ... 3122 3134 RB
138 138 RB2609 20251016 ... 3129 3143 RB
139 139 RB2610 20251016 ... 3134 3143 RB
140 140 WR2511 20251016 ... 3270 3270 WR
141 141 WR2512 20251016 ... 3353 3353 WR
142 142 WR2601 20251016 ... 3336 3342 WR
143 143 WR2602 20251016 ... 3383 3370 WR
144 144 WR2603 20251016 ... 3361 3361 WR
145 145 WR2604 20251016 ... 3369 3369 WR
146 146 WR2605 20251016 ... 3365 3364 WR
147 147 WR2606 20251016 ... 3363 3363 WR
148 148 WR2607 20251016 ... 3416 3416 WR
149 149 WR2608 20251016 ... 3461 3431 WR
150 150 WR2609 20251016 ... 3430 3430 WR
151 151 WR2610 20251016 ... 3430 3430 WR
152 152 HC2511 20251016 ... 3255 3282 HC
153 153 HC2512 20251016 ... 3249 3254 HC
154 154 HC2601 20251016 ... 3209 3225 HC
155 155 HC2602 20251016 ... 3215 3223 HC
156 156 HC2603 20251016 ... 3215 3233 HC
157 157 HC2604 20251016 ... 3215 3228 HC
158 158 HC2605 20251016 ... 3220 3235 HC
159 159 HC2606 20251016 ... 3226 3237 HC
160 160 HC2607 20251016 ... 3228 3245 HC
161 161 HC2608 20251016 ... 3231 3253 HC
162 162 HC2609 20251016 ... 3240 3259 HC
163 163 HC2610 20251016 ... 3240 3259 HC
164 164 SS2511 20251016 ... 12515 12525 SS
165 165 SS2512 20251016 ... 12545 12555 SS
166 166 SS2601 20251016 ... 12635 12655 SS
167 167 SS2602 20251016 ... 12690 12715 SS
168 168 SS2603 20251016 ... 12760 12795 SS
169 169 SS2604 20251016 ... 12845 12870 SS
170 170 SS2605 20251016 ... 12910 12925 SS
171 171 SS2606 20251016 ... 12960 13000 SS
172 172 SS2607 20251016 ... 13000 13035 SS
173 173 SS2608 20251016 ... 13080 13095 SS
174 174 SS2609 20251016 ... 13120 13170 SS
175 175 SS2610 20251016 ... 13210 13170 SS
176 176 SC2511 20251016 ... 443.2 443.2 SC
177 177 SC2512 20251016 ... 445.6 444.9 SC
178 178 SC2601 20251016 ... 446 445.5 SC
179 179 SC2602 20251016 ... 446.7 445.9 SC
180 180 SC2603 20251016 ... 447.3 447.3 SC
181 181 SC2604 20251016 ... 448.3 448.5 SC
182 182 SC2605 20251016 ... 449.4 448.9 SC
183 183 SC2606 20251016 ... 449.9 450.1 SC
184 184 SC2607 20251016 ... 451.9 450 SC
185 185 SC2608 20251016 ... 452.2 450.6 SC
186 186 SC2609 20251016 ... 451.7 450.6 SC
187 187 SC2610 20251016 ... 449.7 449.7 SC
188 188 SC2612 20251016 ... 451.8 451.5 SC
189 189 SC2703 20251016 ... 450.7 448.6 SC
190 190 SC2706 20251016 ... 453.6 453.6 SC
191 191 SC2709 20251016 ... 450.2 449.9 SC
192 192 SC2712 20251016 ... 450.6 455 SC
193 193 SC2803 20251016 ... 449.9 449 SC
194 194 SC2806 20251016 ... 453.5 448 SC
195 195 SC2809 20251016 ... 451.8 448.9 SC
196 196 LU2511 20251016 ... 3147 3141 LU
197 197 LU2512 20251016 ... 3163 3158 LU
198 198 LU2601 20251016 ... 3163 3161 LU
199 199 LU2602 20251016 ... 3166 3162 LU
200 200 LU2603 20251016 ... 3165 3160 LU
201 201 LU2604 20251016 ... 3176 3161 LU
202 202 LU2605 20251016 ... 3184 3163 LU
203 203 LU2606 20251016 ... 3192 3160 LU
204 204 LU2607 20251016 ... 3191 3175 LU
205 205 LU2608 20251016 ... 3192 3173 LU
206 206 LU2609 20251016 ... 3192 3159 LU
207 207 LU2610 20251016 ... 3185 3152 LU
208 208 FU2511 20251016 ... 2761 2725 FU
209 209 FU2512 20251016 ... 2718 2685 FU
210 210 FU2601 20251016 ... 2694 2669 FU
211 211 FU2602 20251016 ... 2675 2652 FU
212 212 FU2603 20251016 ... 2666 2649 FU
213 213 FU2604 20251016 ... 2663 2647 FU
214 214 FU2605 20251016 ... 2657 2641 FU
215 215 FU2606 20251016 ... 2647 2634 FU
216 216 FU2607 20251016 ... 2642 2626 FU
217 217 FU2608 20251016 ... 2612 2600 FU
218 218 FU2609 20251016 ... 2606 2594 FU
219 219 FU2610 20251016 ... 2595 2584 FU
220 220 BU2511 20251016 ... 3265 3261 BU
221 221 BU2512 20251016 ... 3191 3185 BU
222 222 BU2601 20251016 ... 3161 3149 BU
223 223 BU2602 20251016 ... 3171 3157 BU
224 224 BU2603 20251016 ... 3195 3180 BU
225 225 BU2604 20251016 ... 3199 3188 BU
226 226 BU2605 20251016 ... 3202 3194 BU
227 227 BU2606 20251016 ... 3206 3199 BU
228 228 BU2607 20251016 ... 3213 3222 BU
229 229 BU2608 20251016 ... 3202 3202 BU
230 230 BU2609 20251016 ... 3208 3202 BU
231 231 BU2610 20251016 ... 3187 3202 BU
232 232 BU2612 20251016 ... 3149 3148 BU
233 233 BU2703 20251016 ... 3154 3161 BU
234 234 BU2706 20251016 ... 3168 3168 BU
235 235 BU2709 20251016 ... 3171 3172 BU
236 236 BR2511 20251016 ... 11005 10805 BR
237 237 BR2512 20251016 ... 10930 10745 BR
238 238 BR2601 20251016 ... 10930 10740 BR
239 239 BR2602 20251016 ... 10925 10755 BR
240 240 BR2603 20251016 ... 10890 10760 BR
241 241 BR2604 20251016 ... 10875 10795 BR
242 242 BR2605 20251016 ... 10915 10800 BR
243 243 BR2606 20251016 ... 10980 10865 BR
244 244 BR2607 20251016 ... 11065 11025 BR
245 245 BR2608 20251016 ... 11080 11040 BR
246 246 BR2609 20251016 ... 11180 11080 BR
247 247 BR2610 20251016 ... 11080 11080 BR
248 248 RU2511 20251016 ... 14105 14095 RU
249 249 RU2601 20251016 ... 14845 14850 RU
250 250 RU2603 20251016 ... 14820 14835 RU
251 251 RU2604 20251016 ... 14885 14860 RU
252 252 RU2605 20251016 ... 14830 14855 RU
253 253 RU2606 20251016 ... 14815 14865 RU
254 254 RU2607 20251016 ... 14885 14905 RU
255 255 RU2608 20251016 ... 14865 14915 RU
256 256 RU2609 20251016 ... 14825 14905 RU
257 257 RU2610 20251016 ... 14810 14905 RU
258 258 NR2511 20251016 ... 12295 12110 NR
259 259 NR2512 20251016 ... 12245 12085 NR
260 260 NR2601 20251016 ... 12215 12075 NR
261 261 NR2602 20251016 ... 12195 12055 NR
262 262 NR2603 20251016 ... 12185 12085 NR
263 263 NR2604 20251016 ... 12145 12050 NR
264 264 NR2605 20251016 ... 12165 12045 NR
265 265 NR2606 20251016 ... 12140 12110 NR
266 266 NR2607 20251016 ... 12100 12155 NR
267 267 NR2608 20251016 ... 12090 12090 NR
268 268 NR2609 20251016 ... 12180 12185 NR
269 269 NR2610 20251016 ... 12185 12185 NR
270 270 SP2511 20251016 ... 4850 4854 SP
271 271 SP2512 20251016 ... 4874 4878 SP
272 272 SP2601 20251016 ... 5154 5174 SP
273 273 SP2602 20251016 ... 5168 5188 SP
274 274 SP2603 20251016 ... 5188 5206 SP
275 275 SP2604 20251016 ... 5196 5226 SP
276 276 SP2605 20251016 ... 5220 5240 SP
277 277 SP2606 20251016 ... 5228 5252 SP
278 278 SP2607 20251016 ... 5220 5248 SP
279 279 SP2608 20251016 ... 5234 5248 SP
280 280 SP2609 20251016 ... 5220 5244 SP
281 281 SP2610 20251016 ... 5244 5244 SP
282 282 OP2601 20251016 ... 4210 4214 OP
283 283 OP2602 20251016 ... 4224 4224 OP
284 284 OP2603 20251016 ... 4216 4216 OP
285 285 OP2604 20251016 ... 4232 4232 OP
286 286 OP2605 20251016 ... 4216 4236 OP
287 287 OP2606 20251016 ... 4184 4202 OP
288 288 OP2607 20251016 ... 4242 4242 OP
289 289 OP2608 20251016 ... 4268 4268 OP
290 290 OP2609 20251016 ... 4220 4220 OP
291 291 OP2610 20251016 ... 4220 4220 OP
292 292 EC2510 20251016 ... 1112 1128.2 EC
293 293 EC2512 20251016 ... 1663 1713.4 EC
294 294 EC2602 20251016 ... 1427.9 1481.1 EC
295 295 EC2604 20251016 ... 1114.5 1148.9 EC
296 296 EC2606 20251016 ... 1283.7 1315.7 EC
297 297 EC2608 20251016 ... 1418.2 1458.2 EC
298 298 SC_TAS2511 20251016 ... SC_TAS
299 299 SC_TAS2512 20251016 ... SC_TAS
300 300 SC_TAS2601 20251016 ... SC_TAS
301 301 SC_TAS2602 20251016 ... SC_TAS
[302 rows x 13 columns]
2025-10-17 18:26:33,777 - future_1d - INFO - ak.get_shfe_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 IC2510 20251016 7242.200 ... 7212.600 7272.000 IC
1 IC2511 20251016 7183.200 ... 7111.800 7190.400 IC
2 IC2512 20251016 7123.000 ... 7046.600 7134.400 IC
3 IC2603 20251016 6957.800 ... 6881.600 6972.000 IC
4 IF2510 20251016 4596.400 ... 4611.200 4596.400 IF
5 IF2511 20251016 4573.000 ... 4596.800 4583.800 IF
6 IF2512 20251016 4561.000 ... 4585.800 4572.600 IF
7 IF2603 20251016 4546.400 ... 4564.200 4551.200 IF
8 IH2510 20251016 2994.600 ... 3018.000 2996.800 IH
9 IH2511 20251016 2994.200 ... 3017.200 2994.000 IH
10 IH2512 20251016 2991.000 ... 3017.400 2995.000 IH
11 IH2603 20251016 2989.600 ... 3016.800 2996.000 IH
12 IM2510 20251016 7440.400 ... 7394.000 7451.600 IM
13 IM2511 20251016 7334.000 ... 7276.800 7357.600 IM
14 IM2512 20251016 7255.000 ... 7190.600 7273.800 IM
15 IM2603 20251016 7040.000 ... 6971.400 7054.200 IM
16 T2512 20251016 108.115 ... 108.160 108.100 T
17 T2603 20251016 107.800 ... 107.865 107.780 T
18 T2606 20251016 107.720 ... 107.775 107.705 T
19 TF2512 20251016 105.710 ... 105.705 105.715 TF
20 TF2603 20251016 105.640 ... 105.610 105.610 TF
21 TF2606 20251016 105.610 ... 105.630 105.615 TF
22 TL2512 20251016 114.660 ... 115.020 114.480 TL
23 TL2603 20251016 114.450 ... 114.720 114.160 TL
24 TL2606 20251016 114.280 ... 114.590 114.100 TL
25 TS2512 20251016 102.382 ... 102.368 102.372 TS
26 TS2603 20251016 102.276 ... 102.280 102.274 TS
27 TS2606 20251016 102.316 ... 102.316 102.316 TS
[28 rows x 12 columns]
2025-10-17 18:26:33,927 - future_1d - INFO - ak.get_cffex_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 PS2510 20251016 0.0 ... 52555.0 50755.0 PS
1 PS2511 20251016 50690.0 ... 51755.0 50805.0 PS
2 PS2512 20251016 53160.0 ... 54225.0 53270.0 PS
3 PS2601 20251016 53280.0 ... 54180.0 53165.0 PS
4 PS2602 20251016 52830.0 ... 53995.0 52840.0 PS
5 PS2603 20251016 52705.0 ... 53925.0 52690.0 PS
6 PS2604 20251016 52790.0 ... 53825.0 52600.0 PS
7 PS2605 20251016 52985.0 ... 53700.0 52730.0 PS
8 PS2606 20251016 54475.0 ... 55560.0 54525.0 PS
9 PS2607 20251016 54050.0 ... 55495.0 54410.0 PS
10 PS2608 20251016 53775.0 ... 55065.0 54125.0 PS
11 PS2609 20251016 53780.0 ... 54750.0 53855.0 PS
13 SI2510 20251016 8620.0 ... 8615.0 8620.0 SI
14 SI2511 20251016 8555.0 ... 8575.0 8595.0 SI
15 SI2512 20251016 8955.0 ... 8955.0 8965.0 SI
16 SI2601 20251016 8885.0 ... 8895.0 8905.0 SI
17 SI2602 20251016 8915.0 ... 8890.0 8885.0 SI
18 SI2603 20251016 8890.0 ... 8895.0 8910.0 SI
19 SI2604 20251016 8880.0 ... 8920.0 8940.0 SI
20 SI2605 20251016 8880.0 ... 8925.0 8935.0 SI
21 SI2606 20251016 8940.0 ... 8930.0 8960.0 SI
22 SI2607 20251016 8950.0 ... 8950.0 8935.0 SI
23 SI2608 20251016 8895.0 ... 8965.0 8960.0 SI
24 SI2609 20251016 8950.0 ... 8965.0 8975.0 SI
27 LC2510 20251016 73600.0 ... 73660.0 73220.0 LC
28 LC2511 20251016 72820.0 ... 73820.0 73100.0 LC
29 LC2512 20251016 73000.0 ... 74080.0 73200.0 LC
30 LC2601 20251016 73200.0 ... 74060.0 73200.0 LC
31 LC2602 20251016 72720.0 ... 73780.0 73100.0 LC
32 LC2603 20251016 72800.0 ... 73820.0 72980.0 LC
33 LC2604 20251016 73540.0 ... 74340.0 73640.0 LC
34 LC2605 20251016 73500.0 ... 74320.0 73680.0 LC
35 LC2606 20251016 73580.0 ... 74200.0 73620.0 LC
36 LC2607 20251016 73320.0 ... 74220.0 73560.0 LC
37 LC2608 20251016 73980.0 ... 74460.0 73840.0 LC
38 LC2609 20251016 73820.0 ... 74460.0 73940.0 LC
[36 rows x 12 columns]
2025-10-17 18:26:34,212 - future_1d - INFO - ak.get_gfex_daily('2025-10-16') done
2025-10-17 18:26:35,982 - future_1d - INFO - save future_daily 2025-10-16 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251017 9170.0 9205.0 ... 128.61 9187.0 9182.0 AP
1 AP511 20251017 8605.0 8894.0 ... 5300.07 8760.0 8631.0 AP
2 AP512 20251017 8602.0 8800.0 ... 4850.62 8677.0 8565.0 AP
3 AP601 20251017 8550.0 8850.0 ... 1421456.27 8669.0 8565.0 AP
4 AP603 20251017 8459.0 8694.0 ... 6020.74 8564.0 8454.0 AP
5 AP604 20251017 8459.0 8741.0 ... 2925.21 8604.0 8506.0 AP
6 AP605 20251017 8520.0 8868.0 ... 144209.77 8654.0 8553.0 AP
7 CF511 20251017 13355.0 13425.0 ... 41938.11 13375.0 13355.0 CF
8 CF601 20251017 13320.0 13380.0 ... 1200405.96 13335.0 13290.0 CF
9 CF603 20251017 13345.0 13400.0 ... 120791.63 13360.0 13310.0 CF
10 CF605 20251017 13370.0 13435.0 ... 271007.61 13390.0 13345.0 CF
11 CF607 20251017 13390.0 13450.0 ... 971.95 13405.0 13375.0 CF
12 CF609 20251017 13530.0 13600.0 ... 3382.27 13555.0 13525.0 CF
13 CJ512 20251017 11215.0 11330.0 ... 8309.27 11250.0 11115.0 CJ
14 CJ601 20251017 11355.0 11480.0 ... 1131335.38 11405.0 11240.0 CJ
15 CJ603 20251017 11255.0 11415.0 ... 16874.78 11340.0 11200.0 CJ
16 CJ605 20251017 11400.0 11520.0 ... 226913.15 11435.0 11310.0 CJ
17 CJ607 20251017 11485.0 11600.0 ... 4037.87 11520.0 11415.0 CJ
18 CJ609 20251017 11620.0 11725.0 ... 2464.54 11655.0 11535.0 CJ
19 CY510 20251017 0.0 0.0 ... 0.00 19545.0 19475.0 CY
20 CY511 20251017 19755.0 19800.0 ... 1404.23 19780.0 19720.0 CY
21 CY512 20251017 0.0 0.0 ... 0.00 19150.0 19150.0 CY
22 CY601 20251017 19385.0 19505.0 ... 122154.26 19445.0 19375.0 CY
23 CY602 20251017 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251017 19520.0 19530.0 ... 29.29 19525.0 19540.0 CY
25 CY604 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251017 0.0 0.0 ... 0.00 19590.0 19570.0 CY
27 CY606 20251017 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251017 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251017 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251017 0.0 0.0 ... 0.00 19740.0 19725.0 CY
31 FG510 20251017 1010.0 1010.0 ... 20.20 1010.0 1024.0 FG
32 FG511 20251017 1035.0 1038.0 ... 28607.10 1019.0 1031.0 FG
33 FG512 20251017 1147.0 1147.0 ... 119233.84 1122.0 1138.0 FG
34 FG601 20251017 1145.0 1145.0 ... 5017632.55 1118.0 1137.0 FG
35 FG602 20251017 1213.0 1213.0 ... 70352.69 1184.0 1204.0 FG
36 FG603 20251017 1215.0 1215.0 ... 155715.52 1188.0 1206.0 FG
37 FG604 20251017 1282.0 1283.0 ... 1227.05 1252.0 1271.0 FG
38 FG605 20251017 1284.0 1284.0 ... 216091.54 1252.0 1271.0 FG
39 FG606 20251017 1311.0 1311.0 ... 3098.04 1289.0 1310.0 FG
40 FG607 20251017 1300.0 1303.0 ... 1762.20 1283.0 1301.0 FG
41 FG608 20251017 1356.0 1356.0 ... 1606.99 1337.0 1353.0 FG
42 FG609 20251017 1357.0 1358.0 ... 8075.22 1336.0 1353.0 FG
43 JR511 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251017 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251017 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251017 2380.0 2380.0 ... 242.47 2245.0 2245.0 MA
52 MA511 20251017 2296.0 2298.0 ... 11643.74 2267.0 2282.0 MA
53 MA512 20251017 2308.0 2309.0 ... 67525.69 2280.0 2293.0 MA
54 MA601 20251017 2314.0 2318.0 ... 1496104.42 2289.0 2296.0 MA
55 MA602 20251017 2338.0 2351.0 ... 39245.75 2314.0 2316.0 MA
56 MA603 20251017 2348.0 2349.0 ... 70874.63 2320.0 2328.0 MA
57 MA604 20251017 2326.0 2328.0 ... 37.13 2321.0 2334.0 MA
58 MA605 20251017 2322.0 2335.0 ... 146210.61 2304.0 2314.0 MA
59 MA606 20251017 2316.0 2316.0 ... 18.41 2302.0 2312.0 MA
60 MA607 20251017 2302.0 2302.0 ... 50.18 2281.0 2295.0 MA
61 MA608 20251017 2293.0 2299.0 ... 29.65 2280.0 2291.0 MA
62 MA609 20251017 2280.0 2290.0 ... 2051.74 2260.0 2266.0 MA
63 OI511 20251017 10099.0 10103.0 ... 34091.60 10048.0 10099.0 OI
64 OI601 20251017 9936.0 9946.0 ... 2244069.40 9894.0 9937.0 OI
65 OI603 20251017 9738.0 9742.0 ... 260093.44 9690.0 9735.0 OI
66 OI605 20251017 9491.0 9512.0 ... 119267.03 9488.0 9494.0 OI
67 OI607 20251017 9438.0 9459.0 ... 1198.94 9440.0 9445.0 OI
68 OI609 20251017 9415.0 9419.0 ... 564.11 9402.0 9414.0 OI
69 PF510 20251017 0.0 0.0 ... 0.00 6090.0 6090.0 PF
70 PF511 20251017 6104.0 6140.0 ... 26196.09 6100.0 6098.0 PF
71 PF512 20251017 6090.0 6100.0 ... 539301.68 6068.0 6072.0 PF
72 PF601 20251017 6102.0 6110.0 ... 70178.51 6076.0 6088.0 PF
73 PF602 20251017 6096.0 6096.0 ... 476154.77 6062.0 6066.0 PF
74 PF603 20251017 6082.0 6082.0 ... 299434.93 6050.0 6052.0 PF
75 PF604 20251017 6124.0 6124.0 ... 60.93 6094.0 6104.0 PF
76 PF605 20251017 6116.0 6118.0 ... 82.30 6096.0 6112.0 PF
77 PF606 20251017 0.0 0.0 ... 0.00 6090.0 6100.0 PF
78 PF607 20251017 6112.0 6112.0 ... 3.06 6112.0 6136.0 PF
79 PF608 20251017 6128.0 6128.0 ... 3.06 6128.0 6182.0 PF
80 PF609 20251017 6132.0 6132.0 ... 3.07 6132.0 6174.0 PF
81 PK510 20251017 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251017 7772.0 7786.0 ... 18300.19 7758.0 7806.0 PK
83 PK512 20251017 7858.0 7890.0 ... 107238.90 7864.0 7890.0 PK
84 PK601 20251017 7972.0 8016.0 ... 376924.22 7968.0 7998.0 PK
85 PK603 20251017 8022.0 8080.0 ... 118303.92 8048.0 8058.0 PK
86 PK604 20251017 8038.0 8078.0 ... 627.23 8042.0 8050.0 PK
87 PK605 20251017 8064.0 8102.0 ... 17665.48 8066.0 8074.0 PK
88 PL601 20251017 6115.0 6117.0 ... 109614.61 6049.0 6087.0 PL
89 PL602 20251017 6146.0 6146.0 ... 41693.45 6085.0 6124.0 PL
90 PL603 20251017 6144.0 6144.0 ... 27985.18 6078.0 6129.0 PL
91 PL604 20251017 0.0 0.0 ... 0.00 6078.0 6132.0 PL
92 PL605 20251017 6105.0 6105.0 ... 121.36 6068.0 6106.0 PL
93 PL606 20251017 0.0 0.0 ... 0.00 6088.0 6088.0 PL
94 PL607 20251017 6245.0 6245.0 ... 24.98 6245.0 6120.0 PL
95 PL608 20251017 0.0 0.0 ... 0.00 6106.0 6106.0 PL
96 PL609 20251017 0.0 0.0 ... 0.00 6166.0 6232.0 PL
97 PM511 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251017 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251017 5648.0 5658.0 ... 4999.66 5650.0 5586.0 PR
104 PR511 20251017 5602.0 5612.0 ... 23601.10 5582.0 5596.0 PR
105 PR512 20251017 5604.0 5616.0 ... 648443.66 5578.0 5592.0 PR
106 PR601 20251017 5580.0 5584.0 ... 647871.80 5542.0 5560.0 PR
107 PR602 20251017 5622.0 5622.0 ... 144456.76 5586.0 5612.0 PR
108 PR603 20251017 5600.0 5600.0 ... 209.10 5576.0 5602.0 PR
109 PR604 20251017 5582.0 5604.0 ... 92.32 5596.0 5606.0 PR
110 PR605 20251017 5618.0 5620.0 ... 176.84 5614.0 5624.0 PR
111 PR606 20251017 0.0 0.0 ... 0.00 5650.0 5656.0 PR
112 PR607 20251017 0.0 0.0 ... 0.00 5652.0 5656.0 PR
113 PR608 20251017 0.0 0.0 ... 0.00 5666.0 5702.0 PR
114 PR609 20251017 0.0 0.0 ... 0.00 5662.0 5678.0 PR
115 PX510 20251017 0.0 0.0 ... 0.00 6314.0 6326.0 PX
116 PX511 20251017 6382.0 6390.0 ... 29548.75 6330.0 6356.0 PX
117 PX512 20251017 6382.0 6400.0 ... 133131.92 6350.0 6354.0 PX
118 PX601 20251017 6376.0 6394.0 ... 458670.60 6334.0 6346.0 PX
119 PX602 20251017 6384.0 6404.0 ... 266298.41 6346.0 6356.0 PX
120 PX603 20251017 6382.0 6402.0 ... 158222.09 6332.0 6358.0 PX
121 PX604 20251017 0.0 0.0 ... 0.00 6312.0 6358.0 PX
122 PX605 20251017 6402.0 6424.0 ... 1919.63 6356.0 6394.0 PX
123 PX606 20251017 6412.0 6412.0 ... 12.76 6382.0 6424.0 PX
124 PX607 20251017 0.0 0.0 ... 0.00 6344.0 6418.0 PX
125 PX608 20251017 0.0 0.0 ... 0.00 6362.0 6434.0 PX
126 PX609 20251017 6396.0 6398.0 ... 31.93 6386.0 6452.0 PX
127 RI511 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251017 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251017 2409.0 2413.0 ... 2953.16 2395.0 2398.0 RM
134 RM601 20251017 2366.0 2376.0 ... 607340.54 2338.0 2365.0 RM
135 RM603 20251017 2308.0 2316.0 ... 11487.95 2292.0 2304.0 RM
136 RM605 20251017 2311.0 2313.0 ... 117894.23 2292.0 2302.0 RM
137 RM607 20251017 2298.0 2303.0 ... 9980.30 2284.0 2294.0 RM
138 RM608 20251017 2408.0 2408.0 ... 502.38 2392.0 2402.0 RM
139 RM609 20251017 2398.0 2400.0 ... 3459.53 2386.0 2394.0 RM
140 RS511 20251017 5272.0 5380.0 ... 36.96 5280.0 5256.0 RS
141 RS607 20251017 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251017 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251017 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251017 1150.0 1150.0 ... 644.17 1130.0 1138.0 SA
145 SA511 20251017 1165.0 1165.0 ... 18116.76 1147.0 1155.0 SA
146 SA512 20251017 1224.0 1227.0 ... 153891.39 1208.0 1217.0 SA
147 SA601 20251017 1240.0 1240.0 ... 2547460.89 1219.0 1227.0 SA
148 SA602 20251017 1273.0 1275.0 ... 74440.35 1255.0 1262.0 SA
149 SA603 20251017 1283.0 1284.0 ... 219249.67 1264.0 1269.0 SA
150 SA604 20251017 1318.0 1318.0 ... 2844.80 1298.0 1311.0 SA
151 SA605 20251017 1324.0 1327.0 ... 150285.20 1305.0 1317.0 SA
152 SA606 20251017 1336.0 1337.0 ... 1192.92 1325.0 1336.0 SA
153 SA607 20251017 1340.0 1341.0 ... 2364.60 1331.0 1340.0 SA
154 SA608 20251017 1379.0 1379.0 ... 946.82 1360.0 1375.0 SA
155 SA609 20251017 1384.0 1384.0 ... 6970.24 1370.0 1382.0 SA
156 SF510 20251017 5300.0 5300.0 ... 200.50 5276.0 5266.0 SF
157 SF511 20251017 5464.0 5480.0 ... 73119.39 5440.0 5430.0 SF
158 SF512 20251017 5466.0 5466.0 ... 94354.58 5424.0 5434.0 SF
159 SF601 20251017 5450.0 5456.0 ... 365728.12 5414.0 5410.0 SF
160 SF602 20251017 5410.0 5410.0 ... 58167.88 5370.0 5362.0 SF
161 SF603 20251017 5576.0 5584.0 ... 129522.15 5520.0 5532.0 SF
162 SF604 20251017 5510.0 5510.0 ... 5.51 5508.0 5504.0 SF
163 SF605 20251017 5548.0 5548.0 ... 3772.21 5500.0 5498.0 SF
164 SF606 20251017 5460.0 5460.0 ... 2.73 5460.0 5440.0 SF
165 SF607 20251017 5628.0 5638.0 ... 8.45 5632.0 5630.0 SF
166 SF608 20251017 0.0 0.0 ... 0.00 5632.0 5632.0 SF
167 SF609 20251017 5606.0 5622.0 ... 78.41 5602.0 5620.0 SF
168 SH510 20251017 0.0 0.0 ... 0.00 2367.0 2417.0 SH
169 SH511 20251017 2424.0 2428.0 ... 52350.70 2368.0 2424.0 SH
170 SH512 20251017 2480.0 2480.0 ... 135955.48 2415.0 2475.0 SH
171 SH601 20251017 2455.0 2455.0 ... 3009243.57 2400.0 2451.0 SH
172 SH602 20251017 2488.0 2488.0 ... 580436.98 2451.0 2477.0 SH
173 SH603 20251017 2490.0 2490.0 ... 480021.16 2463.0 2483.0 SH
174 SH604 20251017 2533.0 2535.0 ... 515.93 2492.0 2540.0 SH
175 SH605 20251017 2550.0 2550.0 ... 27719.27 2499.0 2546.0 SH
176 SH606 20251017 2571.0 2572.0 ... 535.21 2513.0 2584.0 SH
177 SH607 20251017 2570.0 2570.0 ... 386.78 2528.0 2584.0 SH
178 SH608 20251017 2584.0 2584.0 ... 130.35 2556.0 2607.0 SH
179 SH609 20251017 2596.0 2600.0 ... 702.38 2573.0 2606.0 SH
180 SM510 20251017 5620.0 5620.0 ... 1991.75 5612.0 5634.0 SM
181 SM511 20251017 5750.0 5754.0 ... 7294.98 5716.0 5744.0 SM
182 SM512 20251017 5750.0 5760.0 ... 274740.52 5726.0 5760.0 SM
183 SM601 20251017 5770.0 5774.0 ... 462441.93 5724.0 5758.0 SM
184 SM602 20251017 5764.0 5774.0 ... 157530.17 5732.0 5766.0 SM
185 SM603 20251017 5752.0 5788.0 ... 322807.03 5746.0 5778.0 SM
186 SM604 20251017 0.0 0.0 ... 0.00 5754.0 5788.0 SM
187 SM605 20251017 5798.0 5808.0 ... 13881.25 5768.0 5796.0 SM
188 SM606 20251017 5770.0 5772.0 ... 28.83 5766.0 5796.0 SM
189 SM607 20251017 5782.0 5782.0 ... 5.77 5766.0 5800.0 SM
190 SM608 20251017 5792.0 5792.0 ... 5.78 5776.0 5808.0 SM
191 SM609 20251017 5812.0 5824.0 ... 1152.91 5794.0 5828.0 SM
192 SR511 20251017 5408.0 5415.0 ... 12079.94 5398.0 5395.0 SR
193 SR601 20251017 5420.0 5430.0 ... 830319.30 5415.0 5403.0 SR
194 SR603 20251017 5398.0 5412.0 ... 204704.93 5399.0 5387.0 SR
195 SR605 20251017 5390.0 5393.0 ... 91801.35 5380.0 5368.0 SR
196 SR607 20251017 5384.0 5397.0 ... 3619.99 5387.0 5375.0 SR
197 SR609 20251017 5400.0 5406.0 ... 2848.80 5395.0 5381.0 SR
198 TA510 20251017 4400.0 4400.0 ... 754.96 4378.0 4400.0 TA
199 TA511 20251017 4416.0 4426.0 ... 31606.79 4392.0 4410.0 TA
200 TA512 20251017 4410.0 4438.0 ... 228955.64 4406.0 4420.0 TA
201 TA601 20251017 4456.0 4458.0 ... 1236124.38 4424.0 4442.0 TA
202 TA602 20251017 4466.0 4470.0 ... 258362.88 4436.0 4452.0 TA
203 TA603 20251017 4476.0 4486.0 ... 101488.76 4450.0 4470.0 TA
204 TA604 20251017 4490.0 4490.0 ... 4.49 4490.0 4480.0 TA
205 TA605 20251017 4514.0 4514.0 ... 97387.38 4482.0 4504.0 TA
206 TA606 20251017 0.0 0.0 ... 0.00 4474.0 4524.0 TA
207 TA607 20251017 0.0 0.0 ... 0.00 4490.0 4526.0 TA
208 TA608 20251017 0.0 0.0 ... 0.00 4508.0 4538.0 TA
209 TA609 20251017 4556.0 4556.0 ... 1280.55 4518.0 4538.0 TA
210 UR510 20251017 1495.0 1500.0 ... 622.04 1495.0 1495.0 UR
211 UR511 20251017 1581.0 1584.0 ... 8656.18 1576.0 1573.0 UR
212 UR512 20251017 1587.0 1594.0 ... 21963.87 1587.0 1587.0 UR
213 UR601 20251017 1604.0 1608.0 ... 349464.13 1600.0 1597.0 UR
214 UR602 20251017 1614.0 1614.0 ... 14233.11 1606.0 1608.0 UR
215 UR603 20251017 1658.0 1667.0 ... 216.10 1662.0 1655.0 UR
216 UR604 20251017 1667.0 1670.0 ... 106.77 1668.0 1669.0 UR
217 UR605 20251017 1673.0 1679.0 ... 32217.57 1671.0 1670.0 UR
218 UR606 20251017 1681.0 1682.0 ... 160.98 1677.0 1674.0 UR
219 UR607 20251017 1714.0 1714.0 ... 23.95 1711.0 1707.0 UR
220 UR608 20251017 1709.0 1710.0 ... 20.49 1708.0 1706.0 UR
221 UR609 20251017 1704.0 1708.0 ... 228.34 1704.0 1704.0 UR
222 WH511 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251017 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251017 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-17 18:26:41,487 - future_1d - INFO - ak.get_czce_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]
2025-10-17 18:26:41,560 - future_1d - INFO - ak.get_ine_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 a2511 20251017 4012.00 ... 4012.00 4000.00 A
1 a2601 20251017 4026.00 ... 4034.00 4020.00 A
2 a2603 20251017 4016.00 ... 4034.00 4022.00 A
3 a2605 20251017 4056.00 ... 4066.00 4053.00 A
4 a2607 20251017 4055.00 ... 4060.00 4049.00 A
5 a2609 20251017 4060.00 ... 4063.00 4053.00 A
6 b2510 20251017 0.00 ... 3600.00 3600.00 B
7 b2511 20251017 3583.00 ... 3582.00 3604.00 B
8 b2512 20251017 3607.00 ... 3595.00 3619.00 B
9 b2601 20251017 3626.00 ... 3609.00 3631.00 B
10 b2602 20251017 3640.00 ... 3618.00 3641.00 B
11 b2603 20251017 3604.00 ... 3585.00 3603.00 B
12 b2604 20251017 3512.00 ... 3504.00 3509.00 B
13 b2605 20251017 3450.00 ... 3441.00 3447.00 B
14 b2606 20251017 3423.00 ... 3408.00 3418.00 B
15 b2607 20251017 3428.00 ... 3410.00 3424.00 B
16 b2608 20251017 3527.00 ... 3511.00 3520.00 B
17 b2609 20251017 3549.00 ... 3534.00 3544.00 B
18 bb2511 20251017 0.00 ... 144.50 144.50 BB
19 bb2601 20251017 147.15 ... 147.15 147.35 BB
20 bb2603 20251017 0.00 ... 146.90 146.90 BB
21 bb2605 20251017 0.00 ... 147.70 147.70 BB
22 bb2607 20251017 0.00 ... 152.20 152.40 BB
23 bb2609 20251017 0.00 ... 152.20 152.40 BB
24 bz2603 20251017 5662.00 ... 5594.00 5589.00 BZ
25 bz2604 20251017 5644.00 ... 5583.00 5593.00 BZ
26 bz2605 20251017 5630.00 ... 5587.00 5571.00 BZ
27 bz2606 20251017 0.00 ... 5597.00 5597.00 BZ
28 bz2607 20251017 5609.00 ... 5603.00 5530.00 BZ
29 bz2608 20251017 5586.00 ... 5586.00 5601.00 BZ
30 bz2609 20251017 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251017 2111.00 ... 2114.00 2106.00 C
32 c2601 20251017 2135.00 ... 2128.00 2131.00 C
33 c2603 20251017 2164.00 ... 2158.00 2161.00 C
34 c2605 20251017 2238.00 ... 2231.00 2227.00 C
35 c2607 20251017 2248.00 ... 2243.00 2240.00 C
36 c2609 20251017 2262.00 ... 2259.00 2255.00 C
37 cs2511 20251017 2374.00 ... 2373.00 2389.00 CS
38 cs2601 20251017 2414.00 ... 2402.00 2416.00 CS
39 cs2603 20251017 2436.00 ... 2423.00 2434.00 CS
40 cs2605 20251017 2538.00 ... 2528.00 2535.00 CS
41 cs2607 20251017 2549.00 ... 2541.00 2549.00 CS
42 cs2609 20251017 2592.00 ... 2583.00 2587.00 CS
43 eb2510 20251017 6498.00 ... 6495.00 6442.00 EB
44 eb2511 20251017 6600.00 ... 6519.00 6524.00 EB
45 eb2512 20251017 6610.00 ... 6542.00 6552.00 EB
46 eb2601 20251017 6667.00 ... 6587.00 6597.00 EB
47 eb2602 20251017 6710.00 ... 6640.00 6648.00 EB
48 eb2603 20251017 6767.00 ... 6696.00 6711.00 EB
49 eb2604 20251017 6804.00 ... 6747.00 6741.00 EB
50 eb2605 20251017 6847.00 ... 6795.00 6714.00 EB
51 eb2606 20251017 6799.00 ... 6870.00 6809.00 EB
52 eb2607 20251017 0.00 ... 6836.00 6836.00 EB
53 eb2608 20251017 0.00 ... 6840.00 6840.00 EB
54 eb2609 20251017 6877.00 ... 6869.00 6896.00 EB
55 eg2510 20251017 4076.00 ... 4082.00 4092.00 EG
56 eg2511 20251017 4103.00 ... 4043.00 4071.00 EG
57 eg2512 20251017 4083.00 ... 4038.00 4053.00 EG
58 eg2601 20251017 4088.00 ... 4037.00 4056.00 EG
59 eg2602 20251017 4080.00 ... 4051.00 4082.00 EG
60 eg2603 20251017 4090.00 ... 4065.00 4073.00 EG
61 eg2604 20251017 4136.00 ... 4131.00 4150.00 EG
62 eg2605 20251017 4151.00 ... 4122.00 4144.00 EG
63 eg2606 20251017 4162.00 ... 4131.00 4159.00 EG
64 eg2607 20251017 4177.00 ... 4166.00 4171.00 EG
65 eg2608 20251017 4190.00 ... 4180.00 4163.00 EG
66 eg2609 20251017 4195.00 ... 4150.00 4171.00 EG
67 fb2510 20251017 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251017 1252.00 ... 1240.00 1253.50 FB
69 fb2512 20251017 1258.00 ... 1259.50 1255.50 FB
70 fb2601 20251017 1269.00 ... 1268.00 1263.00 FB
71 fb2602 20251017 1267.50 ... 1266.50 1264.00 FB
72 fb2603 20251017 1262.50 ... 1261.50 1260.00 FB
73 fb2604 20251017 1266.50 ... 1265.00 1261.50 FB
74 fb2605 20251017 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251017 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251017 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251017 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251017 0.00 ... 1296.00 1296.00 FB
79 i2510 20251017 0.00 ... 806.00 806.00 I
80 i2511 20251017 795.00 ... 789.00 790.50 I
81 i2512 20251017 786.00 ... 783.00 784.00 I
82 i2601 20251017 774.00 ... 771.50 772.50 I
83 i2602 20251017 772.50 ... 769.50 770.50 I
84 i2603 20251017 768.50 ... 766.00 765.50 I
85 i2604 20251017 765.00 ... 761.00 761.00 I
86 i2605 20251017 753.00 ... 750.50 750.50 I
87 i2606 20251017 748.50 ... 745.00 745.50 I
88 i2607 20251017 745.00 ... 740.50 741.00 I
89 i2608 20251017 739.00 ... 736.00 736.00 I
90 i2609 20251017 731.50 ... 729.00 729.50 I
91 j2510 20251017 0.00 ... 1600.00 1600.00 J
92 j2511 20251017 1624.50 ... 1621.00 1588.00 J
93 j2512 20251017 1655.50 ... 1649.00 1611.00 J
94 j2601 20251017 1672.50 ... 1682.50 1649.00 J
95 j2602 20251017 1708.00 ... 1707.00 1674.50 J
96 j2603 20251017 1749.50 ... 1738.50 1714.50 J
97 j2604 20251017 1808.00 ... 1808.00 1765.50 J
98 j2605 20251017 1828.00 ... 1828.50 1797.00 J
99 j2606 20251017 0.00 ... 1820.50 1820.50 J
100 j2607 20251017 0.00 ... 1833.50 1833.50 J
101 j2608 20251017 0.00 ... 1865.00 1865.00 J
102 j2609 20251017 1919.00 ... 1909.50 1876.00 J
103 jd2510 20251017 2798.00 ... 2734.00 2750.00 JD
104 jd2511 20251017 2810.00 ... 2819.00 2834.00 JD
105 jd2512 20251017 2972.00 ... 2965.00 2990.00 JD
106 jd2601 20251017 3168.00 ... 3176.00 3180.00 JD
107 jd2602 20251017 2983.00 ... 2968.00 3000.00 JD
108 jd2603 20251017 3000.00 ... 2974.00 3015.00 JD
109 jd2604 20251017 3131.00 ... 3108.00 3137.00 JD
110 jd2605 20251017 3340.00 ... 3310.00 3342.00 JD
111 jd2606 20251017 3233.00 ... 3211.00 3233.00 JD
112 jd2607 20251017 3475.00 ... 3459.00 3482.00 JD
113 jd2608 20251017 3962.00 ... 3951.00 3966.00 JD
114 jd2609 20251017 3860.00 ... 3845.00 3862.00 JD
115 jm2510 20251017 960.00 ... 960.00 999.00 JM
116 jm2511 20251017 1082.00 ... 1067.50 1057.00 JM
117 jm2512 20251017 1126.00 ... 1120.00 1098.50 JM
118 jm2601 20251017 1190.50 ... 1184.50 1162.00 JM
119 jm2602 20251017 1212.00 ... 1206.50 1188.00 JM
120 jm2603 20251017 1230.50 ... 1225.00 1208.50 JM
121 jm2604 20251017 1248.00 ... 1245.50 1227.00 JM
122 jm2605 20251017 1269.50 ... 1266.50 1244.00 JM
123 jm2606 20251017 1291.50 ... 1283.50 1267.00 JM
124 jm2607 20251017 1309.50 ... 1303.50 1282.00 JM
125 jm2608 20251017 1327.50 ... 1323.50 1303.00 JM
126 jm2609 20251017 1351.50 ... 1346.50 1327.50 JM
127 l2510 20251017 0.00 ... 6856.00 6856.00 L
128 l2511 20251017 6914.00 ... 6868.00 6889.00 L
129 l2512 20251017 6922.00 ... 6883.00 6899.00 L
130 l2601 20251017 6936.00 ... 6893.00 6907.00 L
131 l2602 20251017 6927.00 ... 6890.00 6911.00 L
132 l2603 20251017 6930.00 ... 6892.00 6926.00 L
133 l2604 20251017 6963.00 ... 6945.00 6961.00 L
134 l2605 20251017 6951.00 ... 6927.00 6947.00 L
135 l2606 20251017 6950.00 ... 6919.00 6960.00 L
136 l2607 20251017 6989.00 ... 6952.00 6977.00 L
137 l2608 20251017 6993.00 ... 6934.00 6991.00 L
138 l2609 20251017 7014.00 ... 6922.00 6983.00 L
139 lg2511 20251017 798.00 ... 800.50 796.00 LG
140 lg2601 20251017 823.50 ... 830.50 823.50 LG
141 lg2603 20251017 830.00 ... 832.50 829.50 LG
142 lg2605 20251017 832.00 ... 834.00 830.00 LG
143 lg2607 20251017 833.00 ... 834.00 829.50 LG
144 lg2609 20251017 835.50 ... 835.50 831.50 LG
145 lh2511 20251017 11135.00 ... 11105.00 11300.00 LH
146 lh2601 20251017 11910.00 ... 11815.00 11975.00 LH
147 lh2603 20251017 11545.00 ... 11375.00 11565.00 LH
148 lh2605 20251017 12125.00 ... 12000.00 12185.00 LH
149 lh2607 20251017 12945.00 ... 12770.00 12990.00 LH
150 lh2609 20251017 13740.00 ... 13580.00 13805.00 LH
151 m2511 20251017 2881.00 ... 2857.00 2893.00 M
152 m2512 20251017 2921.00 ... 2900.00 2931.00 M
153 m2601 20251017 2910.00 ... 2882.00 2915.00 M
154 m2603 20251017 2895.00 ... 2872.00 2896.00 M
155 m2605 20251017 2741.00 ... 2730.00 2741.00 M
156 m2607 20251017 2724.00 ... 2715.00 2725.00 M
157 m2608 20251017 2848.00 ... 2837.00 2848.00 M
158 m2609 20251017 2857.00 ... 2840.00 2854.00 M
159 p2510 20251017 0.00 ... 9120.00 9120.00 P
160 p2511 20251017 9218.00 ... 9254.00 9236.00 P
161 p2512 20251017 9278.00 ... 9282.00 9278.00 P
162 p2601 20251017 9328.00 ... 9334.00 9326.00 P
163 p2602 20251017 9338.00 ... 9336.00 9328.00 P
164 p2603 20251017 9338.00 ... 9352.00 9336.00 P
165 p2604 20251017 9330.00 ... 9330.00 9322.00 P
166 p2605 20251017 9260.00 ... 9294.00 9256.00 P
167 p2606 20251017 9226.00 ... 9208.00 9168.00 P
168 p2607 20251017 9104.00 ... 9126.00 9078.00 P
169 p2608 20251017 9058.00 ... 9034.00 9000.00 P
170 p2609 20251017 8962.00 ... 8974.00 8952.00 P
171 pg2510 20251017 0.00 ... 4339.00 4340.00 PG
172 pg2511 20251017 4268.00 ... 4241.00 4199.00 PG
173 pg2512 20251017 4130.00 ... 4109.00 4079.00 PG
174 pg2601 20251017 4029.00 ... 4001.00 3987.00 PG
175 pg2602 20251017 3930.00 ... 3907.00 3897.00 PG
176 pg2603 20251017 3850.00 ... 3821.00 3818.00 PG
177 pg2604 20251017 4209.00 ... 4180.00 4193.00 PG
178 pg2605 20251017 4136.00 ... 4078.00 4113.00 PG
179 pg2606 20251017 4057.00 ... 4011.00 4053.00 PG
180 pg2607 20251017 3983.00 ... 3972.00 3980.00 PG
181 pg2608 20251017 3936.00 ... 3902.00 3944.00 PG
182 pg2609 20251017 3892.00 ... 3842.00 3869.00 PG
183 pp2510 20251017 6455.00 ... 6455.00 6482.00 PP
184 pp2511 20251017 6557.00 ... 6508.00 6524.00 PP
185 pp2512 20251017 6591.00 ... 6550.00 6571.00 PP
186 pp2601 20251017 6620.00 ... 6583.00 6598.00 PP
187 pp2602 20251017 6625.00 ... 6585.00 6594.00 PP
188 pp2603 20251017 6621.00 ... 6585.00 6587.00 PP
189 pp2604 20251017 6642.00 ... 6604.00 6641.00 PP
190 pp2605 20251017 6669.00 ... 6630.00 6643.00 PP
191 pp2606 20251017 6618.00 ... 6583.00 6609.00 PP
192 pp2607 20251017 6623.00 ... 6587.00 6591.00 PP
193 pp2608 20251017 6639.00 ... 6616.00 6639.00 PP
194 pp2609 20251017 6691.00 ... 6657.00 6666.00 PP
195 rr2510 20251017 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251017 3613.00 ... 3616.00 3615.00 RR
197 rr2512 20251017 3608.00 ... 3598.00 3606.00 RR
198 rr2601 20251017 3629.00 ... 3627.00 3626.00 RR
199 rr2602 20251017 3615.00 ... 3617.00 3614.00 RR
200 rr2603 20251017 3616.00 ... 3614.00 3612.00 RR
201 rr2604 20251017 3621.00 ... 3622.00 3615.00 RR
202 rr2605 20251017 3615.00 ... 3625.00 3609.00 RR
203 rr2606 20251017 3620.00 ... 3612.00 3606.00 RR
204 rr2607 20251017 3609.00 ... 3609.00 3611.00 RR
205 rr2608 20251017 3610.00 ... 3606.00 3601.00 RR
206 rr2609 20251017 3629.00 ... 3623.00 3608.00 RR
207 v2510 20251017 4590.00 ... 4586.00 4543.00 V
208 v2511 20251017 4594.00 ... 4617.00 4581.00 V
209 v2512 20251017 4649.00 ... 4658.00 4625.00 V
210 v2601 20251017 4698.00 ... 4706.00 4667.00 V
211 v2602 20251017 4740.00 ... 4748.00 4709.00 V
212 v2603 20251017 4771.00 ... 4777.00 4742.00 V
213 v2604 20251017 4978.00 ... 4970.00 4932.00 V
214 v2605 20251017 5011.00 ... 5012.00 4981.00 V
215 v2606 20251017 5045.00 ... 5045.00 5007.00 V
216 v2607 20251017 5087.00 ... 5090.00 5042.00 V
217 v2608 20251017 5120.00 ... 5116.00 5087.00 V
218 v2609 20251017 5136.00 ... 5140.00 5124.00 V
219 y2511 20251017 8260.00 ... 8272.00 8248.00 Y
220 y2512 20251017 8306.00 ... 8316.00 8294.00 Y
221 y2601 20251017 8276.00 ... 8286.00 8252.00 Y
222 y2603 20251017 8232.00 ... 8230.00 8214.00 Y
223 y2605 20251017 8064.00 ... 8078.00 8054.00 Y
224 y2607 20251017 8018.00 ... 8018.00 8004.00 Y
225 y2608 20251017 8006.00 ... 8008.00 8010.00 Y
226 y2609 20251017 7984.00 ... 7986.00 7966.00 Y
[227 rows x 12 columns]
2025-10-17 18:26:42,267 - future_1d - INFO - ak.get_dce_daily('2025-10-17') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251017 ... 84720 85040 CU
1 1 CU2512 20251017 ... 84760 85060 CU
2 2 CU2601 20251017 ... 84710 85010 CU
3 3 CU2602 20251017 ... 84610 84870 CU
4 4 CU2603 20251017 ... 84560 84830 CU
5 5 CU2604 20251017 ... 84440 84800 CU
6 6 CU2605 20251017 ... 84470 84710 CU
7 7 CU2606 20251017 ... 84350 84690 CU
8 8 CU2607 20251017 ... 84200 84460 CU
9 9 CU2608 20251017 ... 84120 84470 CU
10 10 CU2609 20251017 ... 83990 84310 CU
11 11 CU2610 20251017 ... 83980 84110 CU
12 12 BC2511 20251017 ... 75250 75500 BC
13 13 BC2512 20251017 ... 75350 75590 BC
14 14 BC2601 20251017 ... 75510 76570 BC
15 15 BC2602 20251017 ... 75800 75800 BC
16 16 BC2603 20251017 ... 75870 75870 BC
17 17 BC2604 20251017 ... 76440 76520 BC
18 18 BC2605 20251017 ... 75900 75900 BC
19 19 BC2606 20251017 ... 75880 75880 BC
20 20 BC2607 20251017 ... 76570 76570 BC
21 21 BC2608 20251017 ... 75800 75800 BC
22 22 BC2609 20251017 ... 76130 76130 BC
23 23 BC2610 20251017 ... 76130 76130 BC
24 24 AL2511 20251017 ... 20960 20910 AL
25 25 AL2512 20251017 ... 20990 20935 AL
26 26 AL2601 20251017 ... 20995 20940 AL
27 27 AL2602 20251017 ... 21005 20935 AL
28 28 AL2603 20251017 ... 21010 20955 AL
29 29 AL2604 20251017 ... 21025 20985 AL
30 30 AL2605 20251017 ... 21040 20990 AL
31 31 AL2606 20251017 ... 21040 21010 AL
32 32 AL2607 20251017 ... 21070 20970 AL
33 33 AL2608 20251017 ... 21025 20990 AL
34 34 AL2609 20251017 ... 21035 20970 AL
35 35 AL2610 20251017 ... 21060 20985 AL
36 36 ZN2511 20251017 ... 21910 21950 ZN
37 37 ZN2512 20251017 ... 21925 21980 ZN
38 38 ZN2601 20251017 ... 21955 22015 ZN
39 39 ZN2602 20251017 ... 21990 22050 ZN
40 40 ZN2603 20251017 ... 22005 22080 ZN
41 41 ZN2604 20251017 ... 22010 22120 ZN
42 42 ZN2605 20251017 ... 22065 22140 ZN
43 43 ZN2606 20251017 ... 22075 22175 ZN
44 44 ZN2607 20251017 ... 22175 22175 ZN
45 45 ZN2608 20251017 ... 22205 22225 ZN
46 46 ZN2609 20251017 ... 22195 22255 ZN
47 47 ZN2610 20251017 ... 22210 22100 ZN
48 48 PB2511 20251017 ... 17050 17115 PB
49 49 PB2512 20251017 ... 17070 17135 PB
50 50 PB2601 20251017 ... 17070 17135 PB
51 51 PB2602 20251017 ... 17070 17120 PB
52 52 PB2603 20251017 ... 17120 17170 PB
53 53 PB2604 20251017 ... 17120 17190 PB
54 54 PB2605 20251017 ... 17150 17230 PB
55 55 PB2606 20251017 ... 17205 17230 PB
56 56 PB2607 20251017 ... 17160 17160 PB
57 57 PB2608 20251017 ... 17235 17245 PB
58 58 PB2609 20251017 ... 17175 17255 PB
59 59 PB2610 20251017 ... 17230 17235 PB
60 60 NI2511 20251017 ... 121340 120920 NI
61 61 NI2512 20251017 ... 121490 121070 NI
62 62 NI2601 20251017 ... 121690 121290 NI
63 63 NI2602 20251017 ... 121870 121520 NI
64 64 NI2603 20251017 ... 122040 121790 NI
65 65 NI2604 20251017 ... 122430 122050 NI
66 66 NI2605 20251017 ... 122570 122200 NI
67 67 NI2606 20251017 ... 122810 122390 NI
68 68 NI2607 20251017 ... 123110 122720 NI
69 69 NI2608 20251017 ... 123310 123000 NI
70 70 NI2609 20251017 ... 124290 123310 NI
71 71 NI2610 20251017 ... 123530 123480 NI
72 72 SN2511 20251017 ... 281380 280030 SN
73 73 SN2512 20251017 ... 281840 280450 SN
74 74 SN2601 20251017 ... 281930 280580 SN
75 75 SN2602 20251017 ... 282070 280680 SN
76 76 SN2603 20251017 ... 281950 280540 SN
77 77 SN2604 20251017 ... 282360 280560 SN
78 78 SN2605 20251017 ... 282090 280280 SN
79 79 SN2606 20251017 ... 282500 280690 SN
80 80 SN2607 20251017 ... 282610 281020 SN
81 81 SN2608 20251017 ... 282980 281860 SN
82 82 SN2609 20251017 ... 283360 282990 SN
83 83 SN2610 20251017 ... 282070 282070 SN
84 84 AO2511 20251017 ... 2779 2763 AO
85 85 AO2512 20251017 ... 2788 2773 AO
86 86 AO2601 20251017 ... 2802 2784 AO
87 87 AO2602 20251017 ... 2821 2806 AO
88 88 AO2603 20251017 ... 2893 2878 AO
89 89 AO2604 20251017 ... 2906 2894 AO
90 90 AO2605 20251017 ... 2919 2900 AO
91 91 AO2606 20251017 ... 2928 2914 AO
92 92 AO2607 20251017 ... 2934 2923 AO
93 93 AO2608 20251017 ... 2941 2932 AO
94 94 AO2609 20251017 ... 2962 2949 AO
95 95 AO2610 20251017 ... 2976 2946 AO
96 96 AD2511 20251017 ... 20395 20370 AD
97 97 AD2512 20251017 ... 20475 20435 AD
98 98 AD2601 20251017 ... 20515 20480 AD
99 99 AD2602 20251017 ... 20495 20460 AD
100 100 AD2603 20251017 ... 20530 20420 AD
101 101 AD2604 20251017 ... 20420 20420 AD
102 102 AD2605 20251017 ... 20375 20405 AD
103 103 AD2606 20251017 ... 20300 20300 AD
104 104 AD2607 20251017 ... 20270 20270 AD
105 105 AD2608 20251017 ... 20390 20495 AD
106 106 AD2609 20251017 ... 20640 20495 AD
107 107 AD2610 20251017 ... 20495 20495 AD
108 108 AU2511 20251017 ... 988.7 963.74 AU
109 109 AU2512 20251017 ... 986.38 963 AU
110 110 AU2601 20251017 ... 989.44 966.54 AU
111 111 AU2602 20251017 ... 989.9 965.94 AU
112 112 AU2604 20251017 ... 992.24 967.76 AU
113 113 AU2606 20251017 ... 995.6 970.88 AU
114 114 AU2608 20251017 ... 997.1 973.76 AU
115 115 AU2610 20251017 ... 1000.74 976.74 AU
116 116 AG2511 20251017 ... 12215 12004 AG
117 117 AG2512 20251017 ... 12230 12002 AG
118 118 AG2601 20251017 ... 12236 12009 AG
119 119 AG2602 20251017 ... 12249 12026 AG
120 120 AG2603 20251017 ... 12258 12045 AG
121 121 AG2604 20251017 ... 12270 12045 AG
122 122 AG2605 20251017 ... 12282 12055 AG
123 123 AG2606 20251017 ... 12293 12077 AG
124 124 AG2607 20251017 ... 12316 12085 AG
125 125 AG2608 20251017 ... 12310 12095 AG
126 126 AG2609 20251017 ... 12327 12125 AG
127 127 AG2610 20251017 ... 12340 12147 AG
128 128 RB2511 20251017 ... 2985 2971 RB
129 129 RB2512 20251017 ... 3033 3017 RB
130 130 RB2601 20251017 ... 3046 3036 RB
131 131 RB2602 20251017 ... 3052 3043 RB
132 132 RB2603 20251017 ... 3075 3064 RB
133 133 RB2604 20251017 ... 3092 3079 RB
134 134 RB2605 20251017 ... 3103 3087 RB
135 135 RB2606 20251017 ... 3118 3103 RB
136 136 RB2607 20251017 ... 3125 3111 RB
137 137 RB2608 20251017 ... 3136 3122 RB
138 138 RB2609 20251017 ... 3139 3129 RB
139 139 RB2610 20251017 ... 3142 3134 RB
140 140 WR2511 20251017 ... 3270 3270 WR
141 141 WR2512 20251017 ... 3355 3353 WR
142 142 WR2601 20251017 ... 3365 3336 WR
143 143 WR2602 20251017 ... 3403 3383 WR
144 144 WR2603 20251017 ... 3361 3361 WR
145 145 WR2604 20251017 ... 3369 3369 WR
146 146 WR2605 20251017 ... 3365 3365 WR
147 147 WR2606 20251017 ... 3363 3363 WR
148 148 WR2607 20251017 ... 3416 3416 WR
149 149 WR2608 20251017 ... 3461 3461 WR
150 150 WR2609 20251017 ... 3430 3430 WR
151 151 WR2610 20251017 ... 3430 3430 WR
152 152 HC2511 20251017 ... 3265 3255 HC
153 153 HC2512 20251017 ... 3255 3249 HC
154 154 HC2601 20251017 ... 3219 3209 HC
155 155 HC2602 20251017 ... 3226 3215 HC
156 156 HC2603 20251017 ... 3226 3215 HC
157 157 HC2604 20251017 ... 3230 3215 HC
158 158 HC2605 20251017 ... 3234 3220 HC
159 159 HC2606 20251017 ... 3228 3226 HC
160 160 HC2607 20251017 ... 3244 3228 HC
161 161 HC2608 20251017 ... 3249 3231 HC
162 162 HC2609 20251017 ... 3252 3240 HC
163 163 HC2610 20251017 ... 3256 3240 HC
164 164 SS2511 20251017 ... 12585 12515 SS
165 165 SS2512 20251017 ... 12615 12545 SS
166 166 SS2601 20251017 ... 12705 12635 SS
167 167 SS2602 20251017 ... 12760 12690 SS
168 168 SS2603 20251017 ... 12845 12760 SS
169 169 SS2604 20251017 ... 12910 12845 SS
170 170 SS2605 20251017 ... 12965 12910 SS
171 171 SS2606 20251017 ... 13045 12960 SS
172 172 SS2607 20251017 ... 13085 13000 SS
173 173 SS2608 20251017 ... 13125 13080 SS
174 174 SS2609 20251017 ... 13175 13120 SS
175 175 SS2610 20251017 ... 13230 13210 SS
176 176 SC2511 20251017 ... 437.9 443.2 SC
177 177 SC2512 20251017 ... 439.6 445.6 SC
178 178 SC2601 20251017 ... 439.5 446 SC
179 179 SC2602 20251017 ... 439.2 446.7 SC
180 180 SC2603 20251017 ... 440.6 447.3 SC
181 181 SC2604 20251017 ... 439.7 448.3 SC
182 182 SC2605 20251017 ... 440.6 449.4 SC
183 183 SC2606 20251017 ... 441.9 449.9 SC
184 184 SC2607 20251017 ... 444 451.9 SC
185 185 SC2608 20251017 ... 445.5 452.2 SC
186 186 SC2609 20251017 ... 445.7 451.7 SC
187 187 SC2610 20251017 ... 447.3 449.7 SC
188 188 SC2612 20251017 ... 445.6 451.8 SC
189 189 SC2703 20251017 ... 448.1 450.7 SC
190 190 SC2706 20251017 ... 451.7 453.6 SC
191 191 SC2709 20251017 ... 450.2 450.2 SC
192 192 SC2712 20251017 ... 445.2 450.6 SC
193 193 SC2803 20251017 ... 446 449.9 SC
194 194 SC2806 20251017 ... 447.1 453.5 SC
195 195 SC2809 20251017 ... 449.2 451.8 SC
196 196 LU2511 20251017 ... 3069 3147 LU
197 197 LU2512 20251017 ... 3096 3163 LU
198 198 LU2601 20251017 ... 3101 3163 LU
199 199 LU2602 20251017 ... 3115 3166 LU
200 200 LU2603 20251017 ... 3116 3165 LU
201 201 LU2604 20251017 ... 3112 3176 LU
202 202 LU2605 20251017 ... 3111 3184 LU
203 203 LU2606 20251017 ... 3117 3192 LU
204 204 LU2607 20251017 ... 3143 3191 LU
205 205 LU2608 20251017 ... 3133 3192 LU
206 206 LU2609 20251017 ... 3154 3192 LU
207 207 LU2610 20251017 ... 3129 3185 LU
208 208 FU2511 20251017 ... 2719 2761 FU
209 209 FU2512 20251017 ... 2674 2718 FU
210 210 FU2601 20251017 ... 2644 2694 FU
211 211 FU2602 20251017 ... 2631 2675 FU
212 212 FU2603 20251017 ... 2620 2666 FU
213 213 FU2604 20251017 ... 2618 2663 FU
214 214 FU2605 20251017 ... 2613 2657 FU
215 215 FU2606 20251017 ... 2609 2647 FU
216 216 FU2607 20251017 ... 2602 2642 FU
217 217 FU2608 20251017 ... 2574 2612 FU
218 218 FU2609 20251017 ... 2575 2606 FU
219 219 FU2610 20251017 ... 2564 2595 FU
220 220 BU2511 20251017 ... 3247 3265 BU
221 221 BU2512 20251017 ... 3172 3191 BU
222 222 BU2601 20251017 ... 3137 3161 BU
223 223 BU2602 20251017 ... 3146 3171 BU
224 224 BU2603 20251017 ... 3164 3195 BU
225 225 BU2604 20251017 ... 3171 3199 BU
226 226 BU2605 20251017 ... 3177 3202 BU
227 227 BU2606 20251017 ... 3182 3206 BU
228 228 BU2607 20251017 ... 3186 3213 BU
229 229 BU2608 20251017 ... 3177 3202 BU
230 230 BU2609 20251017 ... 3184 3208 BU
231 231 BU2610 20251017 ... 3168 3187 BU
232 232 BU2612 20251017 ... 3125 3149 BU
233 233 BU2703 20251017 ... 3150 3154 BU
234 234 BU2706 20251017 ... 3151 3168 BU
235 235 BU2709 20251017 ... 3158 3171 BU
236 236 BR2511 20251017 ... 11035 11005 BR
237 237 BR2512 20251017 ... 10940 10930 BR
238 238 BR2601 20251017 ... 10915 10930 BR
239 239 BR2602 20251017 ... 10890 10925 BR
240 240 BR2603 20251017 ... 10880 10890 BR
241 241 BR2604 20251017 ... 10850 10875 BR
242 242 BR2605 20251017 ... 10945 10915 BR
243 243 BR2606 20251017 ... 10910 10980 BR
244 244 BR2607 20251017 ... 11150 11065 BR
245 245 BR2608 20251017 ... 11185 11080 BR
246 246 BR2609 20251017 ... 11245 11180 BR
247 247 BR2610 20251017 ... 11215 11080 BR
248 248 RU2511 20251017 ... 14065 14105 RU
249 249 RU2601 20251017 ... 14820 14845 RU
250 250 RU2603 20251017 ... 14810 14820 RU
251 251 RU2604 20251017 ... 14800 14885 RU
252 252 RU2605 20251017 ... 14790 14830 RU
253 253 RU2606 20251017 ... 14815 14815 RU
254 254 RU2607 20251017 ... 14840 14885 RU
255 255 RU2608 20251017 ... 14810 14865 RU
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]
2025-10-17 18:26:42,369 - 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]
2025-10-17 18:26:42,601 - future_1d - INFO - ak.get_cffex_daily('2025-10-17') done
symbol date open ... settle pre_settle variety
0 PS2510 20251017 0.0 ... 52545.0 52555.0 PS
1 PS2511 20251017 52020.0 ... 52250.0 51755.0 PS
2 PS2512 20251017 54450.0 ... 54780.0 54225.0 PS
3 PS2601 20251017 54475.0 ... 54780.0 54180.0 PS
4 PS2602 20251017 54100.0 ... 54550.0 53995.0 PS
5 PS2603 20251017 53690.0 ... 54420.0 53925.0 PS
6 PS2604 20251017 54140.0 ... 54355.0 53825.0 PS
7 PS2605 20251017 54200.0 ... 54265.0 53700.0 PS
8 PS2606 20251017 55605.0 ... 55905.0 55560.0 PS
9 PS2607 20251017 55040.0 ... 55630.0 55495.0 PS
10 PS2608 20251017 54770.0 ... 55400.0 55065.0 PS
11 PS2609 20251017 54505.0 ... 55225.0 54750.0 PS
13 SI2510 20251017 8615.0 ... 8615.0 8615.0 SI
14 SI2511 20251017 8580.0 ... 8490.0 8575.0 SI
15 SI2512 20251017 8985.0 ... 8900.0 8955.0 SI
16 SI2601 20251017 8945.0 ... 8850.0 8895.0 SI
17 SI2602 20251017 8945.0 ... 8850.0 8890.0 SI
18 SI2603 20251017 8915.0 ... 8835.0 8895.0 SI
19 SI2604 20251017 8855.0 ... 8865.0 8920.0 SI
20 SI2605 20251017 8960.0 ... 8875.0 8925.0 SI
21 SI2606 20251017 8950.0 ... 8890.0 8930.0 SI
22 SI2607 20251017 8990.0 ... 8890.0 8950.0 SI
23 SI2608 20251017 8940.0 ... 8900.0 8965.0 SI
24 SI2609 20251017 8970.0 ... 8930.0 8965.0 SI
27 LC2510 20251017 75300.0 ... 76180.0 73660.0 LC
28 LC2511 20251017 74900.0 ... 75760.0 73820.0 LC
29 LC2512 20251017 74980.0 ... 75940.0 74080.0 LC
30 LC2601 20251017 75200.0 ... 75900.0 74060.0 LC
31 LC2602 20251017 74760.0 ... 75580.0 73780.0 LC
32 LC2603 20251017 75700.0 ... 75440.0 73820.0 LC
33 LC2604 20251017 74940.0 ... 75880.0 74340.0 LC
34 LC2605 20251017 74960.0 ... 75960.0 74320.0 LC
35 LC2606 20251017 74920.0 ... 75900.0 74200.0 LC
36 LC2607 20251017 75000.0 ... 75580.0 74220.0 LC
37 LC2608 20251017 75020.0 ... 75740.0 74460.0 LC
38 LC2609 20251017 75000.0 ... 75980.0 74460.0 LC
[36 rows x 12 columns]
2025-10-17 18:26:42,758 - future_1d - INFO - ak.get_gfex_daily('2025-10-17') done
2025-10-17 18:26:44,551 - future_1d - INFO - save future_daily 2025-10-17 add
2025-10-17 18:26:44,558 - future_1d - INFO - 0 1 2 3 4
symbol IC2510 IC2511 IC2512 IC2603 IF2510
date 2025-10-17 2025-10-17 2025-10-17 2025-10-17 2025-10-17
opencol 7212.2 7135.6 7062.0 6880.2 4613.0
high 7257.6 7165.8 7098.2 6930.0 4618.0
low 7063.4 6401.2 6840.0 6680.0 4539.0
close 7064.0 6922.4 6863.2 6702.0 4539.6
volume 18020.0 36648.0 97770.0 19962.0 19019.0
open_interest 0.0 52676.0 140473.0 53438.0 0.0
turnover 2571859.588 5124659.572 13551450.72 2700680.588 2606689.71
settle 7064.34 6921.8 6865.0 6703.6 4539.86
pre_settle 7212.6 7111.8 7046.6 6881.6 4611.2
variety IC IC IC IC IF
exchange CFFEX CFFEX CFFEX CFFEX CFFEX
comd IC IC IC IC IF
contract IC2510 IC2511 IC2512 IC2603 IF2510
contract_yymm 2510 2511 2512 2603 2510
maturity_month 0 1 2 5 0
maturity_day -16 15 45 135 -16