291 291 OP2610 20251022 ... 4202 4202 OP
292 292 EC2510 20251022 ... 1136.9 1133.9 EC
293 293 EC2512 20251022 ... 1774.2 1748.9 EC
294 294 EC2602 20251022 ... 1564.2 1554.6 EC
295 295 EC2604 20251022 ... 1164.3 1166 EC
296 296 EC2606 20251022 ... 1349 1350.7 EC
297 297 EC2608 20251022 ... 1464.4 1472.3 EC
298 298 SC_TAS2512 20251022 ... SC_TAS
299 299 SC_TAS2601 20251022 ... SC_TAS
300 300 SC_TAS2602 20251022 ... SC_TAS
[301 rows x 13 columns]
2025-10-24 18:25:59,299 - future_1d - INFO - ak.get_shfe_daily('2025-10-22') done
symbol date open ... settle pre_settle variety
0 PS2510 20251022 0.0 ... 50860.0 51935.0 PS
1 PS2511 20251022 50700.0 ... 50235.0 50590.0 PS
2 PS2512 20251022 53005.0 ... 52600.0 52985.0 PS
3 PS2601 20251022 53000.0 ... 52520.0 52915.0 PS
4 PS2602 20251022 52885.0 ... 52145.0 52715.0 PS
5 PS2603 20251022 52655.0 ... 52140.0 52665.0 PS
6 PS2604 20251022 52600.0 ... 51850.0 52390.0 PS
7 PS2605 20251022 52620.0 ... 51920.0 52340.0 PS
8 PS2606 20251022 54380.0 ... 53590.0 54080.0 PS
9 PS2607 20251022 54010.0 ... 53360.0 53780.0 PS
10 PS2608 20251022 54015.0 ... 53135.0 53470.0 PS
11 PS2609 20251022 53360.0 ... 53110.0 53500.0 PS
13 SI2510 20251022 0.0 ... 8615.0 8460.0 SI
14 SI2511 20251022 8515.0 ... 8500.0 8480.0 SI
15 SI2512 20251022 8935.0 ... 8870.0 8865.0 SI
16 SI2601 20251022 8855.0 ... 8820.0 8820.0 SI
17 SI2602 20251022 8830.0 ... 8825.0 8835.0 SI
18 SI2603 20251022 8840.0 ... 8835.0 8840.0 SI
19 SI2604 20251022 8830.0 ... 8835.0 8855.0 SI
20 SI2605 20251022 8860.0 ... 8855.0 8850.0 SI
21 SI2606 20251022 8860.0 ... 8855.0 8865.0 SI
22 SI2607 20251022 8865.0 ... 8870.0 8855.0 SI
23 SI2608 20251022 8890.0 ... 8890.0 8890.0 SI
24 SI2609 20251022 8890.0 ... 8900.0 8900.0 SI
27 LC2510 20251022 76160.0 ... 73480.0 75780.0 LC
28 LC2511 20251022 75380.0 ... 76320.0 75440.0 LC
29 LC2512 20251022 76620.0 ... 76700.0 75800.0 LC
30 LC2601 20251022 76000.0 ... 76740.0 75880.0 LC
31 LC2602 20251022 75800.0 ... 76620.0 75680.0 LC
32 LC2603 20251022 75860.0 ... 76460.0 75580.0 LC
33 LC2604 20251022 76220.0 ... 76720.0 75840.0 LC
34 LC2605 20251022 76180.0 ... 76880.0 75920.0 LC
35 LC2606 20251022 75820.0 ... 76640.0 75720.0 LC
36 LC2607 20251022 76100.0 ... 76560.0 75700.0 LC
37 LC2608 20251022 76240.0 ... 76740.0 75940.0 LC
38 LC2609 20251022 76080.0 ... 76820.0 76060.0 LC
[36 rows x 12 columns]
2025-10-24 18:25:59,531 - future_1d - INFO - ak.get_gfex_daily('2025-10-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251022 9380.0 9499.0 ... 37.76 9440.0 9440.0 AP
1 AP511 20251022 8832.0 8867.0 ... 1852.90 8823.0 8879.0 AP
2 AP512 20251022 8737.0 8784.0 ... 2816.59 8747.0 8774.0 AP
3 AP601 20251022 8815.0 8846.0 ... 744830.10 8790.0 8819.0 AP
4 AP603 20251022 8875.0 8917.0 ... 2043.17 8883.0 8898.0 AP
5 AP604 20251022 9092.0 9127.0 ... 1519.42 9098.0 9108.0 AP
6 AP605 20251022 9200.0 9349.0 ... 222362.68 9297.0 9282.0 AP
7 CF511 20251022 13730.0 13760.0 ... 44711.53 13705.0 13645.0 CF
8 CF601 20251022 13525.0 13570.0 ... 1301742.96 13540.0 13495.0 CF
9 CF603 20251022 13570.0 13600.0 ... 127018.78 13570.0 13535.0 CF
10 CF605 20251022 13610.0 13620.0 ... 338149.73 13590.0 13560.0 CF
11 CF607 20251022 13615.0 13635.0 ... 951.87 13600.0 13560.0 CF
12 CF609 20251022 13770.0 13790.0 ... 4376.01 13760.0 13720.0 CF
13 CJ512 20251022 11235.0 11260.0 ... 9322.85 11045.0 11275.0 CJ
14 CJ601 20251022 11350.0 11375.0 ... 1757891.84 11160.0 11400.0 CJ
15 CJ603 20251022 11250.0 11275.0 ... 28359.64 11005.0 11295.0 CJ
16 CJ605 20251022 11315.0 11355.0 ... 403634.53 11105.0 11370.0 CJ
17 CJ607 20251022 11380.0 11430.0 ... 10026.58 11155.0 11445.0 CJ
18 CJ609 20251022 11505.0 11555.0 ... 4178.92 11325.0 11580.0 CJ
19 CY510 20251022 0.0 0.0 ... 0.00 19840.0 19765.0 CY
20 CY511 20251022 19985.0 20035.0 ... 169.67 19960.0 20000.0 CY
21 CY512 20251022 0.0 0.0 ... 0.00 19515.0 19505.0 CY
22 CY601 20251022 19760.0 19775.0 ... 108225.18 19740.0 19665.0 CY
23 CY602 20251022 0.0 0.0 ... 0.00 19570.0 19475.0 CY
24 CY603 20251022 19720.0 19730.0 ... 49.31 19725.0 19755.0 CY
25 CY604 20251022 19555.0 19555.0 ... 9.78 19555.0 19400.0 CY
26 CY605 20251022 19730.0 19745.0 ... 19.74 19740.0 19790.0 CY
27 CY606 20251022 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251022 0.0 0.0 ... 0.00 19760.0 19760.0 CY
29 CY608 20251022 0.0 0.0 ... 0.00 19770.0 19770.0 CY
30 CY609 20251022 20085.0 20085.0 ... 10.04 20085.0 19955.0 CY
31 FG510 20251022 980.0 980.0 ... 41.16 980.0 980.0 FG
32 FG511 20251022 991.0 996.0 ... 15167.23 992.0 992.0 FG
33 FG512 20251022 1095.0 1107.0 ... 95811.15 1096.0 1094.0 FG
34 FG601 20251022 1088.0 1100.0 ... 3017766.48 1090.0 1089.0 FG
35 FG602 20251022 1160.0 1169.0 ... 48663.58 1163.0 1158.0 FG
36 FG603 20251022 1164.0 1173.0 ... 132019.86 1165.0 1161.0 FG
37 FG604 20251022 1236.0 1248.0 ... 488.83 1241.0 1235.0 FG
38 FG605 20251022 1238.0 1248.0 ... 132742.96 1240.0 1235.0 FG
39 FG606 20251022 1277.0 1292.0 ... 791.97 1286.0 1277.0 FG
40 FG607 20251022 1263.0 1282.0 ... 1016.74 1274.0 1263.0 FG
41 FG608 20251022 1317.0 1337.0 ... 985.78 1329.0 1317.0 FG
42 FG609 20251022 1320.0 1337.0 ... 6186.81 1329.0 1317.0 FG
43 JR511 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251022 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251022 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251022 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251022 0.0 0.0 ... 511.43 2253.0 2245.0 MA
52 MA511 20251022 2250.0 2250.0 ... 4995.64 2235.0 2238.0 MA
53 MA512 20251022 2268.0 2268.0 ... 49724.53 2253.0 2248.0 MA
54 MA601 20251022 2276.0 2276.0 ... 1312118.92 2265.0 2257.0 MA
55 MA602 20251022 2300.0 2305.0 ... 44831.28 2294.0 2281.0 MA
56 MA603 20251022 2316.0 2325.0 ... 68162.53 2314.0 2301.0 MA
57 MA604 20251022 2308.0 2326.0 ... 104.20 2316.0 2300.0 MA
58 MA605 20251022 2294.0 2311.0 ... 148175.06 2296.0 2281.0 MA
59 MA606 20251022 2290.0 2304.0 ... 22.92 2292.0 2286.0 MA
60 MA607 20251022 2278.0 2290.0 ... 29.66 2282.0 2273.0 MA
61 MA608 20251022 2270.0 2288.0 ... 4.56 2279.0 2269.0 MA
62 MA609 20251022 2257.0 2270.0 ... 3196.81 2258.0 2245.0 MA
63 OI511 20251022 10016.0 10025.0 ... 19996.11 9993.0 10037.0 OI
64 OI601 20251022 9845.0 9870.0 ... 1813809.79 9839.0 9882.0 OI
65 OI603 20251022 9696.0 9702.0 ... 335964.13 9671.0 9722.0 OI
66 OI605 20251022 9494.0 9507.0 ... 123541.80 9469.0 9507.0 OI
67 OI607 20251022 9435.0 9444.0 ... 1187.76 9427.0 9454.0 OI
68 OI609 20251022 9403.0 9409.0 ... 1417.70 9389.0 9433.0 OI
69 PF510 20251022 6100.0 6100.0 ... 496.95 6098.0 6090.0 PF
70 PF511 20251022 6088.0 6182.0 ... 24680.48 6136.0 6072.0 PF
71 PF512 20251022 6086.0 6180.0 ... 662015.08 6130.0 6058.0 PF
72 PF601 20251022 6096.0 6182.0 ... 168352.15 6150.0 6064.0 PF
73 PF602 20251022 6074.0 6172.0 ... 222624.49 6132.0 6060.0 PF
74 PF603 20251022 6074.0 6162.0 ... 90012.05 6126.0 6042.0 PF
75 PF604 20251022 6136.0 6202.0 ... 107.96 6170.0 6098.0 PF
76 PF605 20251022 6122.0 6198.0 ... 197.36 6168.0 6112.0 PF
77 PF606 20251022 6170.0 6170.0 ... 12.33 6166.0 6110.0 PF
78 PF607 20251022 6144.0 6250.0 ... 24.77 6192.0 6144.0 PF
79 PF608 20251022 6264.0 6264.0 ... 6.25 6250.0 6152.0 PF
80 PF609 20251022 6220.0 6244.0 ... 15.57 6228.0 6148.0 PF
81 PK510 20251022 0.0 0.0 ... 0.00 7804.0 7804.0 PK
82 PK511 20251022 7640.0 7702.0 ... 12160.04 7654.0 7674.0 PK
83 PK512 20251022 7764.0 7780.0 ... 102108.57 7736.0 7790.0 PK
84 PK601 20251022 7856.0 7858.0 ... 486157.45 7830.0 7900.0 PK
85 PK603 20251022 7970.0 7970.0 ... 105098.24 7928.0 7988.0 PK
86 PK604 20251022 7944.0 7960.0 ... 2124.29 7942.0 7990.0 PK
87 PK605 20251022 7990.0 8014.0 ... 24019.91 7978.0 8020.0 PK
88 PL601 20251022 6039.0 6112.0 ... 68261.91 6069.0 6031.0 PL
89 PL602 20251022 6097.0 6157.0 ... 32106.22 6115.0 6078.0 PL
90 PL603 20251022 6098.0 6155.0 ... 22374.16 6117.0 6075.0 PL
91 PL604 20251022 0.0 0.0 ... 0.00 6082.0 6082.0 PL
92 PL605 20251022 6060.0 6118.0 ... 85.24 6089.0 6075.0 PL
93 PL606 20251022 0.0 0.0 ... 0.00 6065.0 6002.0 PL
94 PL607 20251022 6179.0 6179.0 ... 24.72 6179.0 6037.0 PL
95 PL608 20251022 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251022 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PM511 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251022 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251022 0.0 0.0 ... 128.39 5706.0 5660.0 PR
104 PR511 20251022 5594.0 5658.0 ... 11342.78 5626.0 5574.0 PR
105 PR512 20251022 5588.0 5648.0 ... 298331.69 5618.0 5556.0 PR
106 PR601 20251022 5550.0 5614.0 ... 477431.27 5574.0 5524.0 PR
107 PR602 20251022 5598.0 5656.0 ... 112066.77 5610.0 5568.0 PR
108 PR603 20251022 5600.0 5642.0 ... 176.96 5618.0 5580.0 PR
109 PR604 20251022 5596.0 5664.0 ... 169.16 5640.0 5606.0 PR
110 PR605 20251022 5624.0 5674.0 ... 228.78 5650.0 5608.0 PR
111 PR606 20251022 5706.0 5716.0 ... 17.13 5712.0 5644.0 PR
112 PR607 20251022 0.0 0.0 ... 0.00 5706.0 5670.0 PR
113 PR608 20251022 0.0 0.0 ... 0.00 5724.0 5682.0 PR
114 PR609 20251022 0.0 0.0 ... 0.00 5714.0 5656.0 PR
115 PX510 20251022 6410.0 6410.0 ... 573.70 6410.0 6302.0 PX
116 PX511 20251022 6334.0 6468.0 ... 14672.75 6406.0 6324.0 PX
117 PX512 20251022 6352.0 6468.0 ... 204140.38 6396.0 6328.0 PX
118 PX601 20251022 6356.0 6460.0 ... 654412.66 6402.0 6322.0 PX
119 PX602 20251022 6372.0 6474.0 ... 209706.39 6418.0 6342.0 PX
120 PX603 20251022 6368.0 6472.0 ... 177235.20 6396.0 6344.0 PX
121 PX604 20251022 6436.0 6438.0 ... 6.44 6438.0 6336.0 PX
122 PX605 20251022 6388.0 6474.0 ... 5264.81 6448.0 6368.0 PX
123 PX606 20251022 6452.0 6452.0 ... 3.23 6452.0 6378.0 PX
124 PX607 20251022 0.0 0.0 ... 0.00 6474.0 6374.0 PX
125 PX608 20251022 6472.0 6472.0 ... 6.47 6466.0 6384.0 PX
126 PX609 20251022 6440.0 6446.0 ... 12.89 6444.0 6408.0 PX
127 RI511 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251022 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251022 2401.0 2412.0 ... 2133.68 2406.0 2412.0 RM
134 RM601 20251022 2320.0 2327.0 ... 661496.36 2311.0 2340.0 RM
135 RM603 20251022 2295.0 2295.0 ... 7367.40 2287.0 2304.0 RM
136 RM605 20251022 2301.0 2304.0 ... 162595.28 2295.0 2306.0 RM
137 RM607 20251022 2294.0 2301.0 ... 11735.84 2291.0 2299.0 RM
138 RM608 20251022 2395.0 2401.0 ... 1208.65 2393.0 2402.0 RM
139 RM609 20251022 2392.0 2394.0 ... 5045.91 2387.0 2397.0 RM
140 RS511 20251022 5359.0 5434.0 ... 59.48 5407.0 5299.0 RS
141 RS607 20251022 0.0 0.0 ... 0.00 5506.0 5506.0 RS
142 RS608 20251022 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251022 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251022 1138.0 1139.0 ... 290.57 1135.0 1129.0 SA
145 SA511 20251022 1143.0 1158.0 ... 9484.78 1149.0 1137.0 SA
146 SA512 20251022 1200.0 1220.0 ... 140481.21 1210.0 1198.0 SA
147 SA601 20251022 1211.0 1230.0 ... 1886521.25 1220.0 1207.0 SA
148 SA602 20251022 1249.0 1267.0 ... 145213.50 1259.0 1249.0 SA
149 SA603 20251022 1255.0 1277.0 ... 268212.79 1267.0 1256.0 SA
150 SA604 20251022 1289.0 1309.0 ... 927.18 1302.0 1289.0 SA
151 SA605 20251022 1295.0 1313.0 ... 83819.59 1304.0 1295.0 SA
152 SA606 20251022 1314.0 1330.0 ... 431.47 1324.0 1310.0 SA
153 SA607 20251022 1317.0 1334.0 ... 728.21 1329.0 1319.0 SA
154 SA608 20251022 1353.0 1367.0 ... 253.36 1362.0 1353.0 SA
155 SA609 20251022 1358.0 1375.0 ... 3470.02 1367.0 1358.0 SA
156 SF510 20251022 0.0 0.0 ... 744.93 5340.0 5298.0 SF
157 SF511 20251022 5480.0 5554.0 ... 21070.98 5526.0 5488.0 SF
158 SF512 20251022 5486.0 5562.0 ... 37741.49 5526.0 5482.0 SF
159 SF601 20251022 5474.0 5558.0 ... 370098.22 5522.0 5480.0 SF
160 SF602 20251022 5400.0 5488.0 ... 39115.26 5452.0 5412.0 SF
161 SF603 20251022 5528.0 5634.0 ... 68752.17 5588.0 5536.0 SF
162 SF604 20251022 5588.0 5588.0 ... 2.79 5588.0 5536.0 SF
163 SF605 20251022 5520.0 5606.0 ... 2820.81 5576.0 5504.0 SF
164 SF606 20251022 5508.0 5568.0 ... 121.87 5540.0 5500.0 SF
165 SF607 20251022 5660.0 5710.0 ... 93.77 5684.0 5636.0 SF
166 SF608 20251022 5694.0 5694.0 ... 5.69 5694.0 5618.0 SF
167 SF609 20251022 5620.0 5676.0 ... 211.82 5648.0 5612.0 SF
168 SH510 20251022 0.0 0.0 ... 0.00 2350.0 2348.0 SH
169 SH511 20251022 2415.0 2428.0 ... 9711.69 2419.0 2411.0 SH
170 SH512 20251022 2389.0 2413.0 ... 126519.62 2400.0 2395.0 SH
171 SH601 20251022 2380.0 2399.0 ... 1805307.19 2383.0 2381.0 SH
172 SH602 20251022 2400.0 2413.0 ... 280782.36 2402.0 2403.0 SH
173 SH603 20251022 2406.0 2424.0 ... 273728.02 2412.0 2410.0 SH
174 SH604 20251022 2461.0 2476.0 ... 562.09 2465.0 2470.0 SH
175 SH605 20251022 2475.0 2493.0 ... 15761.80 2478.0 2480.0 SH
176 SH606 20251022 2509.0 2527.0 ... 135.99 2518.0 2516.0 SH
177 SH607 20251022 2525.0 2539.0 ... 60.71 2530.0 2529.0 SH
178 SH608 20251022 2561.0 2571.0 ... 46.15 2564.0 2563.0 SH
179 SH609 20251022 2568.0 2573.0 ... 138.58 2566.0 2565.0 SH
180 SM510 20251022 0.0 0.0 ... 1963.96 5668.0 5612.0 SM
181 SM511 20251022 5726.0 5802.0 ... 2447.18 5778.0 5740.0 SM
182 SM512 20251022 5738.0 5816.0 ... 170772.16 5776.0 5744.0 SM
183 SM601 20251022 5752.0 5828.0 ... 505804.77 5794.0 5754.0 SM
184 SM602 20251022 5756.0 5832.0 ... 162457.74 5794.0 5758.0 SM
185 SM603 20251022 5756.0 5844.0 ... 148618.82 5804.0 5762.0 SM
186 SM604 20251022 5824.0 5824.0 ... 2.91 5824.0 5766.0 SM
187 SM605 20251022 5782.0 5862.0 ... 21273.25 5832.0 5792.0 SM
188 SM606 20251022 5812.0 5866.0 ... 5.84 5840.0 5776.0 SM
189 SM607 20251022 5880.0 5880.0 ... 2.94 5880.0 5768.0 SM
190 SM608 20251022 0.0 0.0 ... 0.00 5868.0 5798.0 SM
191 SM609 20251022 5814.0 5886.0 ... 1621.45 5844.0 5824.0 SM
192 SR511 20251022 5387.0 5397.0 ... 4359.64 5389.0 5388.0 SR
193 SR601 20251022 5425.0 5434.0 ... 1145988.28 5416.0 5436.0 SR
194 SR603 20251022 5407.0 5414.0 ... 231841.23 5398.0 5418.0 SR
195 SR605 20251022 5379.0 5390.0 ... 139063.88 5370.0 5396.0 SR
196 SR607 20251022 5386.0 5396.0 ... 6646.87 5378.0 5401.0 SR
197 SR609 20251022 5398.0 5404.0 ... 8159.74 5390.0 5408.0 SR
198 TA510 20251022 4372.0 4386.0 ... 1299.74 4376.0 4360.0 TA
199 TA511 20251022 4386.0 4444.0 ... 23961.37 4416.0 4372.0 TA
200 TA512 20251022 4410.0 4468.0 ... 352251.14 4432.0 4384.0 TA
201 TA601 20251022 4434.0 4488.0 ... 1656309.06 4458.0 4410.0 TA
202 TA602 20251022 4452.0 4508.0 ... 359440.09 4470.0 4422.0 TA
203 TA603 20251022 4460.0 4522.0 ... 102380.75 4494.0 4450.0 TA
204 TA604 20251022 4494.0 4536.0 ... 33.88 4518.0 4462.0 TA
205 TA605 20251022 4494.0 4554.0 ... 79979.47 4520.0 4480.0 TA
206 TA606 20251022 4560.0 4560.0 ... 2.28 4560.0 4488.0 TA
207 TA607 20251022 0.0 0.0 ... 0.00 4562.0 4498.0 TA
208 TA608 20251022 4544.0 4558.0 ... 4.55 4552.0 4510.0 TA
209 TA609 20251022 4532.0 4586.0 ... 1231.66 4562.0 4512.0 TA
210 UR510 20251022 1494.0 1494.0 ... 845.14 1493.0 1495.0 UR
211 UR511 20251022 1583.0 1598.0 ... 2693.85 1592.0 1582.0 UR
212 UR512 20251022 1599.0 1612.0 ... 17885.66 1605.0 1599.0 UR
213 UR601 20251022 1611.0 1625.0 ... 394583.60 1617.0 1611.0 UR
214 UR602 20251022 1619.0 1629.0 ... 12267.85 1622.0 1619.0 UR
215 UR603 20251022 1676.0 1683.0 ... 147.89 1681.0 1676.0 UR
216 UR604 20251022 1682.0 1687.0 ... 26.97 1685.0 1680.0 UR
217 UR605 20251022 1682.0 1695.0 ... 22417.63 1689.0 1684.0 UR
218 UR606 20251022 1694.0 1698.0 ... 196.49 1694.0 1690.0 UR
219 UR607 20251022 1724.0 1730.0 ... 100.09 1726.0 1722.0 UR
220 UR608 20251022 1720.0 1724.0 ... 20.66 1722.0 1718.0 UR
221 UR609 20251022 1719.0 1725.0 ... 230.83 1723.0 1717.0 UR
222 WH511 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251022 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC511 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC512 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC601 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC602 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251022 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-24 18:25:59,829 - future_1d - INFO - ak.get_czce_daily('2025-10-22') done
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 174, in _new_conn
conn = connection.create_connection(
File "/usr/local/lib/python3.10/site-packages/urllib3/util/connection.py", line 72, in create_connection
for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
File "/usr/local/lib/python3.10/socket.py", line 955, in getaddrinfo
for res in _socket.getaddrinfo(host, port, family, type, proto, flags):
socket.gaierror: [Errno -2] Name or service not known
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 714, in urlopen
httplib_response = self._make_request(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 415, in _make_request
conn.request(method, url, **httplib_request_kw)
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 244, in request
super(HTTPConnection, self).request(method, url, body=body, headers=headers)
File "/usr/local/lib/python3.10/http/client.py", line 1282, in request
self._send_request(method, url, body, headers, encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1328, in _send_request
self.endheaders(body, encode_chunked=encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1277, in endheaders
self._send_output(message_body, encode_chunked=encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1037, in _send_output
self.send(msg)
File "/usr/local/lib/python3.10/http/client.py", line 975, in send
self.connect()
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 205, in connect
conn = self._new_conn()
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 186, in _new_conn
raise NewConnectionError(
urllib3.exceptions.NewConnectionError: : Failed to establish a new connection: [Errno -2] Name or service not known
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
resp = conn.urlopen(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 798, in urlopen
retries = retries.increment(
File "/usr/local/lib/python3.10/site-packages/urllib3/util/retry.py", line 592, in increment
raise MaxRetryError(_pool, url, error or ResponseError(cause))
urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/project/future_1d/future1d_request.py", line 1043, in save_future_daily
df_ex = eval(f"ak.get_{ex.lower()}_daily('{td.strftime('%Y%m%d')}')")
File "", line 1, in
File "/usr/local/lib/python3.10/site-packages/akshare/futures/futures_daily_bar.py", line 566, in get_dce_daily
r = requests.post(url, data=params, headers=headers)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 115, in post
return request("post", url, data=data, json=json, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 59, in request
return session.request(method=method, url=url, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 700, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
An error occurred: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
2025-10-24 18:25:59,833 - future_1d - INFO - ak.get_dce_daily('2025-10-22') failed
symbol date open ... settle pre_settle variety
0 IC2511 20251022 7059.800 ... 7070.400 7122.800 IC
1 IC2512 20251022 7021.800 ... 7016.400 7067.800 IC
2 IC2603 20251022 6850.000 ... 6852.000 6904.200 IC
3 IC2606 20251022 6671.800 ... 6674.200 6722.200 IC
4 IF2511 20251022 4565.600 ... 4578.000 4594.800 IF
5 IF2512 20251022 4559.000 ... 4566.200 4584.600 IF
6 IF2603 20251022 4532.200 ... 4539.600 4557.200 IF
7 IF2606 20251022 4488.200 ... 4501.800 4520.600 IF
8 IH2511 20251022 2989.800 ... 3006.400 3007.400 IH
9 IH2512 20251022 2989.000 ... 3006.400 3007.400 IH
10 IH2603 20251022 2990.000 ... 3006.400 3008.000 IH
11 IH2606 20251022 2985.600 ... 3005.200 3006.200 IH
12 IM2511 20251022 7232.600 ... 7239.000 7273.000 IM
13 IM2512 20251022 7165.200 ... 7165.200 7199.400 IM
14 IM2603 20251022 6938.600 ... 6948.800 6982.600 IM
15 IM2606 20251022 6738.600 ... 6735.600 6770.600 IM
16 T2512 20251022 108.175 ... 108.160 108.120 T
17 T2603 20251022 107.875 ... 107.835 107.810 T
18 T2606 20251022 107.755 ... 107.755 107.720 T
19 TF2512 20251022 105.720 ... 105.715 105.695 TF
20 TF2603 20251022 105.620 ... 105.615 105.610 TF
21 TF2606 20251022 105.650 ... 105.635 105.605 TF
22 TL2512 20251022 115.710 ... 115.600 115.490 TL
23 TL2603 20251022 115.520 ... 115.310 115.190 TL
24 TL2606 20251022 115.160 ... 115.240 115.110 TL
25 TS2512 20251022 102.372 ... 102.352 102.362 TS
26 TS2603 20251022 102.288 ... 102.276 102.280 TS
27 TS2606 20251022 102.302 ... 102.294 102.300 TS
[28 rows x 12 columns]
2025-10-24 18:26:00,053 - future_1d - INFO - ak.get_cffex_daily('2025-10-22') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251022 441 447 ... 71831.5 436.6 433 SC
1 SC2512 20251022 441.4 452 ... 7785129.63 441.8 436.2 SC
2 SC2601 20251022 443.5 455.3 ... 1448467.05 445.5 437.9 SC
3 SC2602 20251022 444.4 456.4 ... 235078.46 447.5 439.8 SC
4 SC2603 20251022 445.2 457 ... 37164.76 450.4 441.4 SC
5 SC2604 20251022 447 457.6 ... 7406.8 451.6 443.9 SC
6 SC2605 20251022 447.9 458 ... 4740.69 451.4 445.5 SC
7 SC2606 20251022 448 459.6 ... 20194.63 453.8 446.4 SC
8 SC2607 20251022 445.5 456.4 ... 404.99 449.9 447.4 SC
9 SC2608 20251022 446.2 456.5 ... 272.66 454.4 446.3 SC
10 SC2609 20251022 450.4 459.3 ... 3500.56 454.6 448.9 SC
11 SC2610 20251022 ... 0 450.7 447.3 SC
12 SC2612 20251022 455.8 458.1 ... 955.4 454.9 448.6 SC
13 SC2703 20251022 ... 0 451.8 448.1 SC
14 SC2706 20251022 452 460 ... 91.2 456 447.1 SC
15 SC2709 20251022 ... 0 454.1 450.2 SC
16 SC2712 20251022 ... 0 456.1 451.8 SC
17 SC2803 20251022 ... 0 457.4 449.6 SC
18 SC2806 20251022 457.7 463.6 ... 460.1 460.1 457 SC
19 SC2809 20251022 456 465.8 ... 554.45 462 455.8 SC
21 LU2511 20251022 3054 3118 ... 8039.105 3063 3036 LU
22 LU2512 20251022 3101 3147 ... 259535.792 3100 3064 LU
23 LU2601 20251022 3100 3147 ... 275802.563 3102 3068 LU
24 LU2602 20251022 3100 3154 ... 39775.306 3109 3076 LU
25 LU2603 20251022 3096 3158 ... 1744.982 3116 3083 LU
26 LU2604 20251022 3149 3150 ... 6.299 3149 3112 LU
27 LU2605 20251022 3093 3161 ... 81.237 3124 3088 LU
28 LU2606 20251022 3099 3163 ... 18.775 3129 3100 LU
29 LU2607 20251022 3104 3175 ... 62.641 3132 3103 LU
30 LU2608 20251022 3107 3151 ... 28.122 3124 3130 LU
31 LU2609 20251022 3153 3188 ... 100.59 3143 3114 LU
32 LU2610 20251022 3128 3180 ... 15.787 3157 3121 LU
34 NR2511 20251022 12350 12380 ... 81871.8 12320 12295 NR
35 NR2512 20251022 12345 12385 ... 775165.8 12310 12285 NR
36 NR2601 20251022 12315 12355 ... 281278.09 12295 12275 NR
37 NR2602 20251022 12260 12325 ... 18864.41 12265 12245 NR
38 NR2603 20251022 12240 12290 ... 2620.625 12245 12280 NR
39 NR2604 20251022 12250 12305 ... 1149.885 12230 12230 NR
40 NR2605 20251022 12250 12285 ... 807.765 12235 12250 NR
41 NR2606 20251022 12260 12265 ... 464.995 12235 12275 NR
42 NR2607 20251022 ... 0 12295 12180 NR
43 NR2608 20251022 ... 0 12195 12195 NR
44 NR2609 20251022 ... 0 12305 12305 NR
45 NR2610 20251022 ... 0 12275 12275 NR
47 BC2511 20251022 75790 75970 ... 283619.36 75540 76030 BC
48 BC2512 20251022 75810 75940 ... 50516.16 75560 76090 BC
49 BC2601 20251022 ... 0 75860 75860 BC
50 BC2602 20251022 ... 0 75800 75800 BC
51 BC2603 20251022 75740 75740 ... 37.87 75740 76430 BC
52 BC2604 20251022 ... 0 76440 76440 BC
53 BC2605 20251022 ... 0 75900 75900 BC
54 BC2606 20251022 ... 0 75880 75880 BC
55 BC2607 20251022 ... 0 76570 76570 BC
56 BC2608 20251022 ... 0 75800 75800 BC
57 BC2609 20251022 ... 0 76130 76130 BC
58 BC2610 20251022 ... 0 76130 76130 BC
60 EC2510 20251022 1133.4 1138.6 ... 6650.996 1136.9 1133.9 EC
61 EC2512 20251022 1765.9 1798 ... 253821.904 1774.2 1748.9 EC
62 EC2602 20251022 1563 1585.4 ... 37018.6405 1564.2 1554.6 EC
63 EC2604 20251022 1160 1178.5 ... 12231.218 1164.3 1166 EC
64 EC2606 20251022 1345 1358.2 ... 789.222 1349 1350.7 EC
65 EC2608 20251022 1461 1477.8 ... 798.1215 1464.4 1472.3 EC
68 SC_TAS2512 20251022 ... SC_TAS
69 SC_TAS2601 20251022 ... SC_TAS
70 SC_TAS2602 20251022 ... SC_TAS
[65 rows x 12 columns]
2025-10-24 18:26:00,123 - future_1d - INFO - ak.get_ine_daily('2025-10-22') done
2025-10-24 18:26:01,906 - future_1d - INFO - save future_daily 2025-10-22 completed
index symbol date ... settle pre_settle variety
0 0 CU2511 20251023 ... 85550 84970 CU
1 1 CU2512 20251023 ... 85580 84990 CU
2 2 CU2601 20251023 ... 85560 84950 CU
3 3 CU2602 20251023 ... 85560 84890 CU
4 4 CU2603 20251023 ... 85430 84900 CU
5 5 CU2604 20251023 ... 85400 84850 CU
6 6 CU2605 20251023 ... 85420 84830 CU
7 7 CU2606 20251023 ... 85340 84770 CU
8 8 CU2607 20251023 ... 85050 84760 CU
9 9 CU2608 20251023 ... 85220 84430 CU
10 10 CU2609 20251023 ... 85030 84400 CU
11 11 CU2610 20251023 ... 84940 84370 CU
12 12 BC2511 20251023 ... 76090 75540 BC
13 13 BC2512 20251023 ... 76130 75560 BC
14 14 BC2601 20251023 ... 76240 75860 BC
15 15 BC2602 20251023 ... 75800 75800 BC
16 16 BC2603 20251023 ... 75740 75740 BC
17 17 BC2604 20251023 ... 76440 76440 BC
18 18 BC2605 20251023 ... 75900 75900 BC
19 19 BC2606 20251023 ... 75880 75880 BC
20 20 BC2607 20251023 ... 76570 76570 BC
21 21 BC2608 20251023 ... 75800 75800 BC
22 22 BC2609 20251023 ... 76130 76130 BC
23 23 BC2610 20251023 ... 76130 76130 BC
24 24 AL2511 20251023 ... 21100 20980 AL
25 25 AL2512 20251023 ... 21130 21010 AL
26 26 AL2601 20251023 ... 21130 21010 AL
27 27 AL2602 20251023 ... 21130 21020 AL
28 28 AL2603 20251023 ... 21125 21015 AL
29 29 AL2604 20251023 ... 21140 21025 AL
30 30 AL2605 20251023 ... 21155 21030 AL
31 31 AL2606 20251023 ... 21150 21025 AL
32 32 AL2607 20251023 ... 21135 21045 AL
33 33 AL2608 20251023 ... 21150 21055 AL
34 34 AL2609 20251023 ... 21125 21040 AL
35 35 AL2610 20251023 ... 21135 21035 AL
36 36 ZN2511 20251023 ... 22170 21975 ZN
37 37 ZN2512 20251023 ... 22185 21990 ZN
38 38 ZN2601 20251023 ... 22220 22025 ZN
39 39 ZN2602 20251023 ... 22240 22045 ZN
40 40 ZN2603 20251023 ... 22275 22080 ZN
41 41 ZN2604 20251023 ... 22315 22110 ZN
42 42 ZN2605 20251023 ... 22365 22145 ZN
43 43 ZN2606 20251023 ... 22345 22170 ZN
44 44 ZN2607 20251023 ... 22345 22165 ZN
45 45 ZN2608 20251023 ... 22370 22235 ZN
46 46 ZN2609 20251023 ... 22475 22260 ZN
47 47 ZN2610 20251023 ... 22455 22275 ZN
48 48 PB2511 20251023 ... 17470 17155 PB
49 49 PB2512 20251023 ... 17420 17170 PB
50 50 PB2601 20251023 ... 17370 17175 PB
51 51 PB2602 20251023 ... 17375 17195 PB
52 52 PB2603 20251023 ... 17350 17200 PB
53 53 PB2604 20251023 ... 17380 17215 PB
54 54 PB2605 20251023 ... 17320 17200 PB
55 55 PB2606 20251023 ... 17310 17215 PB
56 56 PB2607 20251023 ... 17345 17240 PB
57 57 PB2608 20251023 ... 17340 17285 PB
58 58 PB2609 20251023 ... 17360 17375 PB
59 59 PB2610 20251023 ... 17345 17255 PB
60 60 NI2511 20251023 ... 120970 120970 NI
61 61 NI2512 20251023 ... 121170 121150 NI
62 62 NI2601 20251023 ... 121390 121320 NI
63 63 NI2602 20251023 ... 121530 121500 NI
64 64 NI2603 20251023 ... 121780 121740 NI
65 65 NI2604 20251023 ... 122030 121940 NI
66 66 NI2605 20251023 ... 122270 122210 NI
67 67 NI2606 20251023 ... 122580 122390 NI
68 68 NI2607 20251023 ... 122810 122640 NI
69 69 NI2608 20251023 ... 123060 122790 NI
70 70 NI2609 20251023 ... 123320 123150 NI
71 71 NI2610 20251023 ... 123430 123590 NI
72 72 SN2511 20251023 ... 280460 280940 SN
73 73 SN2512 20251023 ... 280890 281350 SN
74 74 SN2601 20251023 ... 281070 281440 SN
75 75 SN2602 20251023 ... 281080 281460 SN
76 76 SN2603 20251023 ... 281070 281280 SN
77 77 SN2604 20251023 ... 280690 281520 SN
78 78 SN2605 20251023 ... 280750 281270 SN
79 79 SN2606 20251023 ... 280900 281400 SN
80 80 SN2607 20251023 ... 280850 281800 SN
81 81 SN2608 20251023 ... 281340 282100 SN
82 82 SN2609 20251023 ... 282000 282000 SN
83 83 SN2610 20251023 ... 282590 282590 SN
84 84 AO2511 20251023 ... 2794 2791 AO
85 85 AO2512 20251023 ... 2811 2806 AO
86 86 AO2601 20251023 ... 2827 2823 AO
87 87 AO2602 20251023 ... 2851 2845 AO
88 88 AO2603 20251023 ... 2914 2908 AO
89 89 AO2604 20251023 ... 2931 2921 AO
90 90 AO2605 20251023 ... 2943 2934 AO
91 91 AO2606 20251023 ... 2950 2942 AO
92 92 AO2607 20251023 ... 2960 2952 AO
93 93 AO2608 20251023 ... 2972 2966 AO
94 94 AO2609 20251023 ... 2993 2982 AO
95 95 AO2610 20251023 ... 2998 2991 AO
96 96 AD2511 20251023 ... 20525 20405 AD
97 97 AD2512 20251023 ... 20595 20475 AD
98 98 AD2601 20251023 ... 20640 20515 AD
99 99 AD2602 20251023 ... 20620 20515 AD
100 100 AD2603 20251023 ... 20660 20535 AD
101 101 AD2604 20251023 ... 20540 20450 AD
102 102 AD2605 20251023 ... 20595 20355 AD
103 103 AD2606 20251023 ... 20615 20440 AD
104 104 AD2607 20251023 ... 20585 20475 AD
105 105 AD2608 20251023 ... 20390 20390 AD
106 106 AD2609 20251023 ... 20640 20640 AD
107 107 AD2610 20251023 ... 20495 20495 AD
108 108 AU2511 20251023 ... 934.02 948.46 AU
109 109 AU2512 20251023 ... 934.08 949.58 AU
110 110 AU2601 20251023 ... 935.82 952.04 AU
111 111 AU2602 20251023 ... 937.4 951.98 AU
112 112 AU2604 20251023 ... 939.82 953.36 AU
113 113 AU2606 20251023 ... 941.92 956.86 AU
114 114 AU2608 20251023 ... 943.88 961.68 AU
115 115 AU2610 20251023 ... 946.44 961.84 AU
116 116 AG2511 20251023 ... 11367 11333 AG
117 117 AG2512 20251023 ... 11349 11327 AG
118 118 AG2601 20251023 ... 11358 11339 AG
119 119 AG2602 20251023 ... 11366 11343 AG
120 120 AG2603 20251023 ... 11376 11352 AG
121 121 AG2604 20251023 ... 11379 11359 AG
122 122 AG2605 20251023 ... 11399 11373 AG
123 123 AG2606 20251023 ... 11397 11370 AG
124 124 AG2607 20251023 ... 11407 11389 AG
125 125 AG2608 20251023 ... 11411 11397 AG
126 126 AG2609 20251023 ... 11433 11411 AG
127 127 AG2610 20251023 ... 11452 11422 AG
128 128 RB2511 20251023 ... 3004 2997 RB
129 129 RB2512 20251023 ... 3056 3041 RB
130 130 RB2601 20251023 ... 3069 3058 RB
131 131 RB2602 20251023 ... 3078 3062 RB
132 132 RB2603 20251023 ... 3101 3088 RB
133 133 RB2604 20251023 ... 3114 3104 RB
134 134 RB2605 20251023 ... 3125 3111 RB
135 135 RB2606 20251023 ... 3131 3130 RB
136 136 RB2607 20251023 ... 3147 3132 RB
137 137 RB2608 20251023 ... 3154 3143 RB
138 138 RB2609 20251023 ... 3159 3148 RB
139 139 RB2610 20251023 ... 3161 3151 RB
140 140 WR2511 20251023 ... 3310 3310 WR
141 141 WR2512 20251023 ... 3262 3262 WR
142 142 WR2601 20251023 ... 3349 3348 WR
143 143 WR2602 20251023 ... 3357 3368 WR
144 144 WR2603 20251023 ... 3356 3356 WR
145 145 WR2604 20251023 ... 3364 3364 WR
146 146 WR2605 20251023 ... 3365 3365 WR
147 147 WR2606 20251023 ... 3363 3363 WR
148 148 WR2607 20251023 ... 3400 3400 WR
149 149 WR2608 20251023 ... 3421 3412 WR
150 150 WR2609 20251023 ... 3430 3430 WR
151 151 WR2610 20251023 ... 3430 3430 WR
152 152 HC2511 20251023 ... 3332 3315 HC
153 153 HC2512 20251023 ... 3273 3263 HC
154 154 HC2601 20251023 ... 3249 3235 HC
155 155 HC2602 20251023 ... 3252 3232 HC
156 156 HC2603 20251023 ... 3254 3241 HC
157 157 HC2604 20251023 ... 3259 3241 HC
158 158 HC2605 20251023 ... 3262 3251 HC
159 159 HC2606 20251023 ... 3269 3251 HC
160 160 HC2607 20251023 ... 3264 3260 HC
161 161 HC2608 20251023 ... 3269 3262 HC
162 162 HC2609 20251023 ... 3287 3272 HC
163 163 HC2610 20251023 ... 3282 3274 HC
164 164 SS2511 20251023 ... 12695 12670 SS
165 165 SS2512 20251023 ... 12720 12695 SS
166 166 SS2601 20251023 ... 12755 12745 SS
167 167 SS2602 20251023 ... 12770 12770 SS
168 168 SS2603 20251023 ... 12840 12845 SS
169 169 SS2604 20251023 ... 12880 12905 SS
170 170 SS2605 20251023 ... 12935 12945 SS
171 171 SS2606 20251023 ... 13000 12990 SS
172 172 SS2607 20251023 ... 13030 13040 SS
173 173 SS2608 20251023 ... 13070 13110 SS
174 174 SS2609 20251023 ... 13110 13160 SS
175 175 SS2610 20251023 ... 13150 13195 SS
176 176 SC2511 20251023 ... 453.2 436.6 SC
177 177 SC2512 20251023 ... 454 441.8 SC
178 178 SC2601 20251023 ... 457.5 445.5 SC
179 179 SC2602 20251023 ... 459.7 447.5 SC
180 180 SC2603 20251023 ... 462.2 450.4 SC
181 181 SC2604 20251023 ... 463.3 451.6 SC
182 182 SC2605 20251023 ... 464.6 451.4 SC
183 183 SC2606 20251023 ... 463.7 453.8 SC
184 184 SC2607 20251023 ... 463.5 449.9 SC
185 185 SC2608 20251023 ... 462.2 454.4 SC
186 186 SC2609 20251023 ... 463.5 454.6 SC
187 187 SC2610 20251023 ... 460.7 450.7 SC
188 188 SC2612 20251023 ... 461.4 454.9 SC
189 189 SC2703 20251023 ... 463 451.8 SC
190 190 SC2706 20251023 ... 461.4 456 SC
191 191 SC2709 20251023 ... 471.4 454.1 SC
192 192 SC2712 20251023 ... 465.7 456.1 SC
193 193 SC2803 20251023 ... 462.6 457.4 SC
194 194 SC2806 20251023 ... 469.4 460.1 SC
195 195 SC2809 20251023 ... 468.7 462 SC
196 196 LU2511 20251023 ... 3148 3063 LU
197 197 LU2512 20251023 ... 3168 3100 LU
198 198 LU2601 20251023 ... 3173 3102 LU
199 199 LU2602 20251023 ... 3185 3109 LU
200 200 LU2603 20251023 ... 3172 3116 LU
201 201 LU2604 20251023 ... 3194 3149 LU
202 202 LU2605 20251023 ... 3204 3124 LU
203 203 LU2606 20251023 ... 3213 3129 LU
204 204 LU2607 20251023 ... 3211 3132 LU
205 205 LU2608 20251023 ... 3226 3124 LU
206 206 LU2609 20251023 ... 3218 3143 LU
207 207 LU2610 20251023 ... 3210 3157 LU
208 208 FU2511 20251023 ... 2846 2792 FU
209 209 FU2512 20251023 ... 2771 2695 FU
210 210 FU2601 20251023 ... 2728 2661 FU
211 211 FU2602 20251023 ... 2710 2642 FU
212 212 FU2603 20251023 ... 2703 2633 FU
213 213 FU2604 20251023 ... 2699 2628 FU
214 214 FU2605 20251023 ... 2687 2628 FU
215 215 FU2606 20251023 ... 2680 2617 FU
216 216 FU2607 20251023 ... 2667 2610 FU
217 217 FU2608 20251023 ... 2643 2584 FU
218 218 FU2609 20251023 ... 2627 2578 FU
219 219 FU2610 20251023 ... 2618 2574 FU
220 220 BU2511 20251023 ... 3347 3292 BU
221 221 BU2512 20251023 ... 3290 3229 BU
222 222 BU2601 20251023 ... 3269 3203 BU
223 223 BU2602 20251023 ... 3275 3199 BU
224 224 BU2603 20251023 ... 3278 3234 BU
225 225 BU2604 20251023 ... 3279 3222 BU
226 226 BU2605 20251023 ... 3286 3213 BU
227 227 BU2606 20251023 ... 3291 3239 BU
228 228 BU2607 20251023 ... 3297 3257 BU
229 229 BU2608 20251023 ... 3280 3253 BU
230 230 BU2609 20251023 ... 3283 3238 BU
231 231 BU2610 20251023 ... 3308 3252 BU
232 232 BU2612 20251023 ... 3231 3162 BU
233 233 BU2703 20251023 ... 3264 3172 BU
234 234 BU2706 20251023 ... 3254 3193 BU
235 235 BU2709 20251023 ... 3263 3223 BU
236 236 BR2511 20251023 ... 11180 11100 BR
237 237 BR2512 20251023 ... 11105 11015 BR
238 238 BR2601 20251023 ... 11085 10995 BR
239 239 BR2602 20251023 ... 11080 10985 BR
240 240 BR2603 20251023 ... 11140 10995 BR
241 241 BR2604 20251023 ... 11115 11010 BR
242 242 BR2605 20251023 ... 11135 11035 BR
243 243 BR2606 20251023 ... 11140 11040 BR
244 244 BR2607 20251023 ... 11305 11305 BR
245 245 BR2608 20251023 ... 11360 11305 BR
246 246 BR2609 20251023 ... 11350 11290 BR
247 247 BR2610 20251023 ... 11365 11305 BR
248 248 RU2511 20251023 ... 14490 14385 RU
249 249 RU2601 20251023 ... 15225 15115 RU
250 250 RU2603 20251023 ... 15230 15125 RU
251 251 RU2604 20251023 ... 15250 15130 RU
252 252 RU2605 20251023 ... 15255 15105 RU
253 253 RU2606 20251023 ... 15280 15085 RU
254 254 RU2607 20251023 ... 15165 15105 RU
255 255 RU2608 20251023 ... 15260 15185 RU
256 256 RU2609 20251023 ... 15295 15150 RU
257 257 RU2610 20251023 ... 15190 15175 RU
258 258 NR2511 20251023 ... 12385 12320 NR
259 259 NR2512 20251023 ... 12390 12310 NR
260 260 NR2601 20251023 ... 12385 12295 NR
261 261 NR2602 20251023 ... 12370 12265 NR
262 262 NR2603 20251023 ... 12335 12245 NR
263 263 NR2604 20251023 ... 12340 12230 NR
264 264 NR2605 20251023 ... 12365 12235 NR
265 265 NR2606 20251023 ... 12360 12235 NR
266 266 NR2607 20251023 ... 12295 12295 NR
267 267 NR2608 20251023 ... 12195 12195 NR
268 268 NR2609 20251023 ... 12435 12305 NR
269 269 NR2610 20251023 ... 12275 12275 NR
270 270 SP2511 20251023 ... 4858 4856 SP
271 271 SP2512 20251023 ... 4894 4892 SP
272 272 SP2601 20251023 ... 5238 5210 SP
273 273 SP2602 20251023 ... 5240 5220 SP
274 274 SP2603 20251023 ... 5258 5232 SP
275 275 SP2604 20251023 ... 5274 5238 SP
276 276 SP2605 20251023 ... 5286 5262 SP
277 277 SP2606 20251023 ... 5284 5260 SP
278 278 SP2607 20251023 ... 5286 5280 SP
279 279 SP2608 20251023 ... 5292 5292 SP
280 280 SP2609 20251023 ... 5294 5274 SP
281 281 SP2610 20251023 ... 5284 5260 SP
282 282 OP2601 20251023 ... 4202 4184 OP
283 283 OP2602 20251023 ... 4204 4178 OP
284 284 OP2603 20251023 ... 4200 4194 OP
285 285 OP2604 20251023 ... 4216 4208 OP
286 286 OP2605 20251023 ... 4214 4200 OP
287 287 OP2606 20251023 ... 4190 4162 OP
288 288 OP2607 20251023 ... 4196 4196 OP
289 289 OP2608 20251023 ... 4214 4214 OP
290 290 OP2609 20251023 ... 4222 4208 OP
291 291 OP2610 20251023 ... 4202 4202 OP
292 292 EC2510 20251023 ... 1136.7 1136.9 EC
293 293 EC2512 20251023 ... 1775.2 1774.2 EC
294 294 EC2602 20251023 ... 1573.1 1564.2 EC
295 295 EC2604 20251023 ... 1169.5 1164.3 EC
296 296 EC2606 20251023 ... 1363.7 1349 EC
297 297 EC2608 20251023 ... 1469.6 1464.4 EC
298 299 SC_TAS2512 20251023 ... SC_TAS
299 300 SC_TAS2601 20251023 ... SC_TAS
300 301 SC_TAS2602 20251023 ... SC_TAS
[301 rows x 13 columns]
2025-10-24 18:26:08,673 - future_1d - INFO - ak.get_shfe_daily('2025-10-23') done
symbol date open ... settle pre_settle variety
0 PS2511 20251023 50225.0 ... 50775.0 50235.0 PS
1 PS2512 20251023 52925.0 ... 53175.0 52600.0 PS
2 PS2601 20251023 52680.0 ... 53115.0 52520.0 PS
3 PS2602 20251023 52380.0 ... 52740.0 52145.0 PS
4 PS2603 20251023 52120.0 ... 52750.0 52140.0 PS
5 PS2604 20251023 52080.0 ... 52570.0 51850.0 PS
6 PS2605 20251023 51990.0 ... 52490.0 51920.0 PS
7 PS2606 20251023 53520.0 ... 54115.0 53590.0 PS
8 PS2607 20251023 53425.0 ... 53685.0 53360.0 PS
9 PS2608 20251023 53290.0 ... 53530.0 53135.0 PS
10 PS2609 20251023 53210.0 ... 53455.0 53110.0 PS
11 PS2610 20251023 53595.0 ... 53515.0 53110.0 PS
13 SI2511 20251023 8505.0 ... 8615.0 8500.0 SI
14 SI2512 20251023 8865.0 ... 9010.0 8870.0 SI
15 SI2601 20251023 8830.0 ... 8975.0 8820.0 SI
16 SI2602 20251023 8830.0 ... 8980.0 8825.0 SI
17 SI2603 20251023 8870.0 ... 8980.0 8835.0 SI
18 SI2604 20251023 8925.0 ... 9020.0 8835.0 SI
19 SI2605 20251023 8880.0 ... 8975.0 8855.0 SI
20 SI2606 20251023 8905.0 ... 8990.0 8855.0 SI
21 SI2607 20251023 8900.0 ... 9040.0 8870.0 SI
22 SI2608 20251023 8910.0 ... 9065.0 8890.0 SI
23 SI2609 20251023 8890.0 ... 9040.0 8900.0 SI
24 SI2610 20251023 8925.0 ... 8975.0 8900.0 SI
27 LC2511 20251023 77100.0 ... 77940.0 76320.0 LC
28 LC2512 20251023 77200.0 ... 78320.0 76700.0 LC
29 LC2601 20251023 77140.0 ... 78480.0 76740.0 LC
30 LC2602 20251023 76740.0 ... 78100.0 76620.0 LC
31 LC2603 20251023 77060.0 ... 78180.0 76460.0 LC
32 LC2604 20251023 77300.0 ... 78400.0 76720.0 LC
33 LC2605 20251023 77420.0 ... 78480.0 76880.0 LC
34 LC2606 20251023 77060.0 ... 78160.0 76640.0 LC
35 LC2607 20251023 77300.0 ... 78120.0 76560.0 LC
36 LC2608 20251023 77480.0 ... 78380.0 76740.0 LC
37 LC2609 20251023 77480.0 ... 78400.0 76820.0 LC
38 LC2610 20251023 77460.0 ... 78560.0 76820.0 LC
[36 rows x 12 columns]
2025-10-24 18:26:08,913 - future_1d - INFO - ak.get_gfex_daily('2025-10-23') done
symbol date open high ... turnover settle pre_settle variety
0 AP511 20251023 8848.0 8859.0 ... 1078.18 8838.0 8823.0 AP
1 AP512 20251023 8782.0 8803.0 ... 2108.24 8786.0 8747.0 AP
2 AP601 20251023 8800.0 8845.0 ... 621856.57 8817.0 8790.0 AP
3 AP603 20251023 8925.0 8941.0 ... 962.64 8913.0 8883.0 AP
4 AP604 20251023 9120.0 9171.0 ... 1006.57 9151.0 9098.0 AP
5 AP605 20251023 9335.0 9358.0 ... 151512.45 9326.0 9297.0 AP
6 AP610 20251023 8320.0 8400.0 ... 2698.93 8203.0 9297.0 AP
7 CF511 20251023 13640.0 13720.0 ... 21408.74 13695.0 13705.0 CF
8 CF601 20251023 13520.0 13610.0 ... 1415174.86 13560.0 13540.0 CF
9 CF603 20251023 13550.0 13620.0 ... 180511.25 13570.0 13570.0 CF
10 CF605 20251023 13555.0 13625.0 ... 319076.86 13580.0 13590.0 CF
11 CF607 20251023 13565.0 13635.0 ... 1108.71 13605.0 13600.0 CF
12 CF609 20251023 13720.0 13780.0 ... 2768.77 13740.0 13760.0 CF
13 CJ512 20251023 11130.0 11210.0 ... 2289.62 11140.0 11045.0 CJ
14 CJ601 20251023 11250.0 11325.0 ... 935099.11 11220.0 11160.0 CJ
15 CJ603 20251023 11150.0 11150.0 ... 21790.91 11020.0 11005.0 CJ
16 CJ605 20251023 11180.0 11235.0 ... 223096.31 11095.0 11105.0 CJ
17 CJ607 20251023 11240.0 11305.0 ... 2128.98 11175.0 11155.0 CJ
18 CJ609 20251023 11230.0 11435.0 ... 2950.08 11280.0 11325.0 CJ
19 CY511 20251023 19970.0 20050.0 ... 380.27 20015.0 19960.0 CY
20 CY512 20251023 19530.0 19580.0 ... 19.56 19555.0 19515.0 CY
21 CY601 20251023 19745.0 19850.0 ... 110241.19 19780.0 19740.0 CY
22 CY602 20251023 0.0 0.0 ... 0.00 19570.0 19570.0 CY
23 CY603 20251023 19800.0 19800.0 ... 9.90 19800.0 19725.0 CY
24 CY604 20251023 0.0 0.0 ... 0.00 19555.0 19555.0 CY
25 CY605 20251023 19785.0 19785.0 ... 19.79 19785.0 19740.0 CY
26 CY606 20251023 0.0 0.0 ... 0.00 19485.0 19485.0 CY
27 CY607 20251023 0.0 0.0 ... 0.00 19800.0 19760.0 CY
28 CY608 20251023 0.0 0.0 ... 0.00 19770.0 19770.0 CY
29 CY609 20251023 19970.0 19970.0 ... 9.99 19970.0 20085.0 CY
30 CY610 20251023 0.0 0.0 ... 0.00 20085.0 20085.0 CY
31 FG511 20251023 994.0 1004.0 ... 19636.48 996.0 992.0 FG
32 FG512 20251023 1101.0 1121.0 ... 88227.87 1103.0 1096.0 FG
33 FG601 20251023 1095.0 1115.0 ... 4200545.85 1098.0 1090.0 FG
34 FG602 20251023 1168.0 1186.0 ... 60964.26 1168.0 1163.0 FG
35 FG603 20251023 1166.0 1189.0 ... 144062.94 1170.0 1165.0 FG
36 FG604 20251023 1248.0 1260.0 ... 599.56 1244.0 1241.0 FG
37 FG605 20251023 1242.0 1261.0 ... 159795.20 1244.0 1240.0 FG
38 FG606 20251023 1291.0 1303.0 ... 744.96 1289.0 1286.0 FG
39 FG607 20251023 1270.0 1294.0 ... 715.56 1278.0 1274.0 FG
40 FG608 20251023 1330.0 1347.0 ... 999.77 1333.0 1329.0 FG
41 FG609 20251023 1329.0 1347.0 ... 5160.29 1333.0 1329.0 FG
42 FG610 20251023 1365.0 1368.0 ... 943.04 1355.0 1329.0 FG
43 JR511 20251023 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251023 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251023 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251023 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251023 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251023 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251023 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251023 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA511 20251023 2226.0 2249.0 ... 2465.03 2237.0 2235.0 MA
52 MA512 20251023 2243.0 2279.0 ... 39811.27 2259.0 2253.0 MA
53 MA601 20251023 2260.0 2299.0 ... 1603959.81 2276.0 2265.0 MA
54 MA602 20251023 2290.0 2329.0 ... 36000.57 2308.0 2294.0 MA
55 MA603 20251023 2314.0 2350.0 ... 62302.12 2327.0 2314.0 MA
56 MA604 20251023 2308.0 2346.0 ... 46.43 2321.0 2316.0 MA
57 MA605 20251023 2301.0 2336.0 ... 166123.50 2314.0 2296.0 MA
58 MA606 20251023 2298.0 2330.0 ... 41.81 2323.0 2292.0 MA
59 MA607 20251023 2288.0 2313.0 ... 32.25 2304.0 2282.0 MA
60 MA608 20251023 2288.0 2294.0 ... 6.87 2290.0 2279.0 MA
61 MA609 20251023 2262.0 2290.0 ... 3680.49 2273.0 2258.0 MA
62 MA610 20251023 2283.0 2301.0 ... 13.76 2294.0 2258.0 MA
63 OI511 20251023 9968.0 9968.0 ... 30868.68 9891.0 9993.0 OI
64 OI601 20251023 9836.0 9837.0 ... 2113896.76 9755.0 9839.0 OI
65 OI603 20251023 9664.0 9670.0 ... 356931.35 9570.0 9671.0 OI
66 OI605 20251023 9442.0 9454.0 ... 153581.81 9368.0 9469.0 OI
67 OI607 20251023 9410.0 9410.0 ... 1372.63 9338.0 9427.0 OI
68 OI609 20251023 9398.0 9398.0 ... 2000.34 9304.0 9389.0 OI
69 PF511 20251023 6150.0 6178.0 ... 8654.79 6148.0 6136.0 PF
70 PF512 20251023 6136.0 6178.0 ... 466147.83 6146.0 6130.0 PF
71 PF601 20251023 6160.0 6202.0 ... 103194.53 6180.0 6150.0 PF
72 PF602 20251023 6146.0 6196.0 ... 169774.79 6174.0 6132.0 PF
73 PF603 20251023 6140.0 6188.0 ... 48189.83 6164.0 6126.0 PF
74 PF604 20251023 6184.0 6222.0 ... 55.73 6194.0 6170.0 PF
75 PF605 20251023 6172.0 6230.0 ... 130.37 6208.0 6168.0 PF
76 PF606 20251023 6212.0 6214.0 ... 6.21 6214.0 6166.0 PF
77 PF607 20251023 6210.0 6258.0 ... 15.59 6238.0 6192.0 PF
78 PF608 20251023 6258.0 6260.0 ... 12.52 6260.0 6250.0 PF
79 PF609 20251023 6228.0 6284.0 ... 12.52 6258.0 6228.0 PF
80 PF610 20251023 6362.0 6362.0 ... 6.31 6308.0 6228.0 PF
81 PK511 20251023 7680.0 7698.0 ... 5545.21 7664.0 7654.0 PK
82 PK512 20251023 7730.0 7754.0 ... 87622.81 7740.0 7736.0 PK
83 PK601 20251023 7824.0 7844.0 ... 240669.18 7828.0 7830.0 PK
84 PK603 20251023 7910.0 7932.0 ... 88733.89 7920.0 7928.0 PK
85 PK604 20251023 7932.0 7950.0 ... 1067.30 7936.0 7942.0 PK
86 PK605 20251023 7978.0 8008.0 ... 9157.26 7994.0 7978.0 PK
87 PK610 20251023 8072.0 8278.0 ... 2259.95 8044.0 7978.0 PK
88 PL601 20251023 6064.0 6188.0 ... 125245.92 6133.0 6069.0 PL
89 PL602 20251023 6135.0 6232.0 ... 63759.33 6170.0 6115.0 PL
90 PL603 20251023 6139.0 6238.0 ... 33419.52 6193.0 6117.0 PL
91 PL604 20251023 0.0 0.0 ... 0.00 6119.0 6082.0 PL
92 PL605 20251023 6170.0 6207.0 ... 49.50 6188.0 6089.0 PL
93 PL606 20251023 0.0 0.0 ... 0.00 6076.0 6065.0 PL
94 PL607 20251023 0.0 0.0 ... 0.00 6179.0 6179.0 PL
95 PL608 20251023 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251023 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PL610 20251023 0.0 0.0 ... 0.00 6166.0 6166.0 PL
98 PM511 20251023 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20251023 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20251023 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20251023 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20251023 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PM609 20251023 0.0 0.0 ... 0.00 3122.0 3122.0 PM
104 PR511 20251023 5638.0 5702.0 ... 8589.90 5682.0 5626.0 PR
105 PR512 20251023 5626.0 5682.0 ... 226492.22 5658.0 5618.0 PR
106 PR601 20251023 5594.0 5644.0 ... 349570.25 5622.0 5574.0 PR
107 PR602 20251023 5646.0 5684.0 ... 58269.81 5662.0 5610.0 PR
108 PR603 20251023 5632.0 5668.0 ... 110.20 5652.0 5618.0 PR
109 PR604 20251023 5656.0 5686.0 ... 34.04 5674.0 5640.0 PR
110 PR605 20251023 5668.0 5700.0 ... 59.65 5682.0 5650.0 PR
111 PR606 20251023 5708.0 5708.0 ... 8.56 5708.0 5712.0 PR
112 PR607 20251023 0.0 0.0 ... 0.00 5728.0 5706.0 PR
113 PR608 20251023 0.0 0.0 ... 0.00 5738.0 5724.0 PR
114 PR609 20251023 0.0 0.0 ... 0.00 5738.0 5714.0 PR
115 PR610 20251023 0.0 0.0 ... 0.00 5714.0 5714.0 PR
116 PX511 20251023 6452.0 6518.0 ... 19933.89 6490.0 6406.0 PX
117 PX512 20251023 6450.0 6526.0 ... 85036.21 6498.0 6396.0 PX
118 PX601 20251023 6442.0 6530.0 ... 465384.06 6488.0 6402.0 PX
119 PX602 20251023 6462.0 6542.0 ... 133233.89 6512.0 6418.0 PX
120 PX603 20251023 6468.0 6546.0 ... 86033.36 6510.0 6396.0 PX
121 PX604 20251023 0.0 0.0 ... 0.00 6504.0 6438.0 PX
122 PX605 20251023 6482.0 6550.0 ... 5073.88 6514.0 6448.0 PX
123 PX606 20251023 0.0 0.0 ... 0.00 6510.0 6452.0 PX
124 PX607 20251023 0.0 0.0 ... 0.00 6512.0 6474.0 PX
125 PX608 20251023 0.0 0.0 ... 0.00 6532.0 6466.0 PX
126 PX609 20251023 6532.0 6538.0 ... 9.80 6536.0 6444.0 PX
127 PX610 20251023 0.0 0.0 ... 0.00 6444.0 6444.0 PX
128 RI511 20251023 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20251023 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20251023 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20251023 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20251023 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RI609 20251023 0.0 0.0 ... 0.00 2479.0 2479.0 RI
134 RM511 20251023 2405.0 2440.0 ... 2656.96 2424.0 2406.0 RM
135 RM601 20251023 2311.0 2344.0 ... 556922.03 2322.0 2311.0 RM
136 RM603 20251023 2288.0 2314.0 ... 10282.36 2294.0 2287.0 RM
137 RM605 20251023 2302.0 2314.0 ... 179499.95 2298.0 2295.0 RM
138 RM607 20251023 2298.0 2308.0 ... 17293.04 2297.0 2291.0 RM
139 RM608 20251023 2401.0 2418.0 ... 1496.27 2406.0 2393.0 RM
140 RM609 20251023 2392.0 2415.0 ... 9010.40 2398.0 2387.0 RM
141 RS511 20251023 5443.0 5443.0 ... 223.64 5325.0 5407.0 RS
142 RS607 20251023 5650.0 5650.0 ... 11.30 5650.0 5506.0 RS
143 RS608 20251023 0.0 0.0 ... 0.00 5520.0 5520.0 RS
144 RS609 20251023 0.0 0.0 ... 0.00 5460.0 5460.0 RS
145 SA511 20251023 1162.0 1170.0 ... 9632.14 1158.0 1149.0 SA
146 SA512 20251023 1216.0 1231.0 ... 159653.21 1218.0 1210.0 SA
147 SA601 20251023 1225.0 1242.0 ... 2404425.70 1228.0 1220.0 SA
148 SA602 20251023 1261.0 1278.0 ... 147193.86 1265.0 1259.0 SA
149 SA603 20251023 1270.0 1287.0 ... 325433.26 1275.0 1267.0 SA
150 SA604 20251023 1304.0 1320.0 ... 877.08 1305.0 1302.0 SA
151 SA605 20251023 1310.0 1325.0 ... 108124.37 1312.0 1304.0 SA
152 SA606 20251023 1324.0 1341.0 ... 510.85 1330.0 1324.0 SA
153 SA607 20251023 1331.0 1346.0 ... 608.38 1334.0 1329.0 SA
154 SA608 20251023 1362.0 1377.0 ... 325.51 1368.0 1362.0 SA
155 SA609 20251023 1370.0 1384.0 ... 4057.03 1373.0 1367.0 SA
156 SA610 20251023 1394.0 1400.0 ... 383.92 1391.0 1367.0 SA
157 SF511 20251023 5530.0 5568.0 ... 20504.24 5544.0 5526.0 SF
158 SF512 20251023 5546.0 5582.0 ... 52365.23 5554.0 5526.0 SF
159 SF601 20251023 5550.0 5580.0 ... 356880.12 5546.0 5522.0 SF
160 SF602 20251023 5486.0 5528.0 ... 72356.56 5492.0 5452.0 SF
161 SF603 20251023 5616.0 5668.0 ... 110672.65 5638.0 5588.0 SF
162 SF604 20251023 5614.0 5646.0 ... 151.63 5616.0 5588.0 SF
163 SF605 20251023 5598.0 5638.0 ... 4497.60 5604.0 5576.0 SF
164 SF606 20251023 5576.0 5604.0 ... 94.81 5578.0 5540.0 SF
165 SF607 20251023 5714.0 5748.0 ... 54.37 5724.0 5684.0 SF
166 SF608 20251023 5714.0 5724.0 ... 5.72 5720.0 5694.0 SF
167 SF609 20251023 5648.0 5706.0 ... 422.64 5674.0 5648.0 SF
168 SF610 20251023 5660.0 5680.0 ... 135.84 5660.0 5648.0 SF
169 SH511 20251023 2422.0 2447.0 ... 9812.42 2425.0 2419.0 SH
170 SH512 20251023 2385.0 2415.0 ... 75014.36 2391.0 2400.0 SH
171 SH601 20251023 2375.0 2393.0 ... 2185034.60 2371.0 2383.0 SH
172 SH602 20251023 2389.0 2403.0 ... 346088.33 2379.0 2402.0 SH
173 SH603 20251023 2405.0 2409.0 ... 284671.52 2389.0 2412.0 SH
174 SH604 20251023 2447.0 2461.0 ... 815.11 2448.0 2465.0 SH
175 SH605 20251023 2469.0 2478.0 ... 21844.60 2462.0 2478.0 SH
176 SH606 20251023 2506.0 2506.0 ... 82.40 2497.0 2518.0 SH
177 SH607 20251023 2500.0 2512.0 ... 105.17 2504.0 2530.0 SH
178 SH608 20251023 2563.0 2563.0 ... 45.82 2546.0 2564.0 SH
179 SH609 20251023 2541.0 2558.0 ... 167.93 2544.0 2566.0 SH
180 SH610 20251023 0.0 0.0 ... 0.00 2566.0 2566.0 SH
181 SM511 20251023 5788.0 5806.0 ... 2318.98 5790.0 5778.0 SM
182 SM512 20251023 5786.0 5818.0 ... 90092.35 5794.0 5776.0 SM
183 SM601 20251023 5810.0 5828.0 ... 437065.12 5806.0 5794.0 SM
184 SM602 20251023 5814.0 5836.0 ... 73087.38 5814.0 5794.0 SM
185 SM603 20251023 5830.0 5848.0 ... 100003.92 5826.0 5804.0 SM
186 SM604 20251023 0.0 0.0 ... 0.00 5842.0 5824.0 SM
187 SM605 20251023 5838.0 5866.0 ... 16347.61 5846.0 5832.0 SM
188 SM606 20251023 5854.0 5854.0 ... 2.93 5854.0 5840.0 SM
189 SM607 20251023 0.0 0.0 ... 0.00 5880.0 5880.0 SM
190 SM608 20251023 0.0 0.0 ... 0.00 5880.0 5868.0 SM
191 SM609 20251023 5852.0 5898.0 ... 764.34 5880.0 5844.0 SM
192 SM610 20251023 5872.0 5872.0 ... 5.87 5872.0 5844.0 SM
193 SR511 20251023 5383.0 5405.0 ... 1099.53 5390.0 5389.0 SR
194 SR601 20251023 5421.0 5464.0 ... 1325083.34 5429.0 5416.0 SR
195 SR603 20251023 5408.0 5443.0 ... 299583.30 5405.0 5398.0 SR
196 SR605 20251023 5380.0 5416.0 ... 122971.01 5391.0 5370.0 SR
197 SR607 20251023 5387.0 5420.0 ... 6804.62 5400.0 5378.0 SR
198 SR609 20251023 5393.0 5425.0 ... 9415.45 5411.0 5390.0 SR
199 TA511 20251023 4430.0 4480.0 ... 14674.61 4466.0 4416.0 TA
200 TA512 20251023 4452.0 4504.0 ... 309112.51 4480.0 4432.0 TA
201 TA601 20251023 4482.0 4526.0 ... 1374799.07 4506.0 4458.0 TA
202 TA602 20251023 4502.0 4544.0 ... 419817.98 4522.0 4470.0 TA
203 TA603 20251023 4520.0 4560.0 ... 198646.49 4542.0 4494.0 TA
204 TA604 20251023 4532.0 4566.0 ... 4.55 4550.0 4518.0 TA
205 TA605 20251023 4538.0 4590.0 ... 74879.18 4568.0 4520.0 TA
206 TA606 20251023 4560.0 4560.0 ... 2.28 4560.0 4560.0 TA
207 TA607 20251023 0.0 0.0 ... 0.00 4590.0 4562.0 TA
208 TA608 20251023 0.0 0.0 ... 0.00 4600.0 4552.0 TA
209 TA609 20251023 4580.0 4620.0 ... 952.86 4604.0 4562.0 TA
210 TA610 20251023 4648.0 4648.0 ... 2.32 4648.0 4562.0 TA
211 UR511 20251023 1601.0 1612.0 ... 4781.14 1602.0 1592.0 UR
212 UR512 20251023 1612.0 1627.0 ... 26753.91 1619.0 1605.0 UR
213 UR601 20251023 1628.0 1640.0 ... 481911.66 1630.0 1617.0 UR
214 UR602 20251023 1630.0 1647.0 ... 23881.34 1635.0 1622.0 UR
215 UR603 20251023 1687.0 1703.0 ... 852.46 1691.0 1681.0 UR
216 UR604 20251023 1692.0 1706.0 ... 237.89 1699.0 1685.0 UR
217 UR605 20251023 1696.0 1711.0 ... 37671.47 1702.0 1689.0 UR
218 UR606 20251023 1701.0 1714.0 ... 511.15 1704.0 1694.0 UR
219 UR607 20251023 1732.0 1745.0 ... 27.82 1739.0 1726.0 UR
220 UR608 20251023 1728.0 1741.0 ... 13.90 1737.0 1722.0 UR
221 UR609 20251023 1739.0 1742.0 ... 260.06 1734.0 1723.0 UR
222 UR610 20251023 1700.0 1743.0 ... 37.96 1726.0 1723.0 UR
223 WH511 20251023 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20251023 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20251023 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20251023 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20251023 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 WH609 20251023 0.0 0.0 ... 0.00 3198.0 3198.0 WH
229 ZC511 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
240 ZC610 20251023 0.0 0.0 ... 0.00 801.4 801.4 ZC
[241 rows x 12 columns]
2025-10-24 18:26:09,243 - future_1d - INFO - ak.get_czce_daily('2025-10-23') done
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 174, in _new_conn
conn = connection.create_connection(
File "/usr/local/lib/python3.10/site-packages/urllib3/util/connection.py", line 72, in create_connection
for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
File "/usr/local/lib/python3.10/socket.py", line 955, in getaddrinfo
for res in _socket.getaddrinfo(host, port, family, type, proto, flags):
socket.gaierror: [Errno -2] Name or service not known
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 714, in urlopen
httplib_response = self._make_request(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 415, in _make_request
conn.request(method, url, **httplib_request_kw)
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 244, in request
super(HTTPConnection, self).request(method, url, body=body, headers=headers)
File "/usr/local/lib/python3.10/http/client.py", line 1282, in request
self._send_request(method, url, body, headers, encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1328, in _send_request
self.endheaders(body, encode_chunked=encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1277, in endheaders
self._send_output(message_body, encode_chunked=encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1037, in _send_output
self.send(msg)
File "/usr/local/lib/python3.10/http/client.py", line 975, in send
self.connect()
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 205, in connect
conn = self._new_conn()
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 186, in _new_conn
raise NewConnectionError(
urllib3.exceptions.NewConnectionError: : Failed to establish a new connection: [Errno -2] Name or service not known
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
resp = conn.urlopen(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 798, in urlopen
retries = retries.increment(
File "/usr/local/lib/python3.10/site-packages/urllib3/util/retry.py", line 592, in increment
raise MaxRetryError(_pool, url, error or ResponseError(cause))
urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/project/future_1d/future1d_request.py", line 1043, in save_future_daily
df_ex = eval(f"ak.get_{ex.lower()}_daily('{td.strftime('%Y%m%d')}')")
File "", line 1, in
File "/usr/local/lib/python3.10/site-packages/akshare/futures/futures_daily_bar.py", line 566, in get_dce_daily
r = requests.post(url, data=params, headers=headers)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 115, in post
return request("post", url, data=data, json=json, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 59, in request
return session.request(method=method, url=url, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 700, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
An error occurred: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
2025-10-24 18:26:09,341 - future_1d - INFO - ak.get_dce_daily('2025-10-23') failed
symbol date open ... settle pre_settle variety
0 IC2511 20251023 7054.800 ... 7058.200 7070.400 IC
1 IC2512 20251023 6995.000 ... 6993.800 7016.400 IC
2 IC2603 20251023 6835.000 ... 6835.800 6852.000 IC
3 IC2606 20251023 6658.400 ... 6652.800 6674.200 IC
4 IF2511 20251023 4568.000 ... 4579.800 4578.000 IF
5 IF2512 20251023 4555.400 ... 4566.800 4566.200 IF
6 IF2603 20251023 4530.000 ... 4541.600 4539.600 IF
7 IF2606 20251023 4492.600 ... 4500.600 4501.800 IF
8 IH2511 20251023 2998.200 ... 3017.200 3006.400 IH
9 IH2512 20251023 3000.000 ... 3017.200 3006.400 IH
10 IH2603 20251023 2995.400 ... 3017.000 3006.400 IH
11 IH2606 20251023 2999.200 ... 3014.800 3005.200 IH
12 IM2511 20251023 7210.000 ... 7206.200 7239.000 IM
13 IM2512 20251023 7149.000 ... 7125.600 7165.200 IM
14 IM2603 20251023 6923.600 ... 6914.800 6948.800 IM
15 IM2606 20251023 6726.600 ... 6695.800 6735.600 IM
16 T2512 20251023 108.145 ... 108.070 108.160 T
17 T2603 20251023 107.795 ... 107.730 107.835 T
18 T2606 20251023 107.695 ... 107.635 107.755 T
19 TF2512 20251023 105.740 ... 105.665 105.715 TF
20 TF2603 20251023 105.625 ... 105.560 105.615 TF
21 TF2606 20251023 105.625 ... 105.575 105.635 TF
22 TL2512 20251023 115.560 ... 115.300 115.600 TL
23 TL2603 20251023 115.230 ... 115.040 115.310 TL
24 TL2606 20251023 115.070 ... 114.950 115.240 TL
25 TS2512 20251023 102.362 ... 102.342 102.352 TS
26 TS2603 20251023 102.278 ... 102.264 102.276 TS
27 TS2606 20251023 102.290 ... 102.280 102.294 TS
[28 rows x 12 columns]
2025-10-24 18:26:09,564 - future_1d - INFO - ak.get_cffex_daily('2025-10-23') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251023 443.1 458.7 ... 65320.31 453.2 436.6 SC
1 SC2512 20251023 446.5 463.7 ... 6885292.17 454 441.8 SC
2 SC2601 20251023 448.7 465.6 ... 1309734.35 457.5 445.5 SC
3 SC2602 20251023 449.8 466.6 ... 337165.18 459.7 447.5 SC
4 SC2603 20251023 451.2 467 ... 58157.07 462.2 450.4 SC
5 SC2604 20251023 452.2 467.2 ... 19136.38 463.3 451.6 SC
6 SC2605 20251023 453.6 467.6 ... 17657.63 464.6 451.4 SC
7 SC2606 20251023 452.1 468 ... 25183.92 463.7 453.8 SC
8 SC2607 20251023 464.3 468.5 ... 370.8 463.5 449.9 SC
9 SC2608 20251023 457 466.4 ... 231.14 462.2 454.4 SC
10 SC2609 20251023 458 468 ... 7509.17 463.5 454.6 SC
11 SC2610 20251023 ... 0 460.7 450.7 SC
12 SC2612 20251023 456.1 467.1 ... 2676.58 461.4 454.9 SC
13 SC2703 20251023 ... 0 463 451.8 SC
14 SC2706 20251023 457.7 468.1 ... 922.94 461.4 456 SC
15 SC2709 20251023 473 473 ... 94.28 471.4 454.1 SC
16 SC2712 20251023 475.1 475.1 ... 419.18 465.7 456.1 SC
17 SC2803 20251023 ... 0 462.6 457.4 SC
18 SC2806 20251023 463.6 472 ... 985.88 469.4 460.1 SC
19 SC2809 20251023 465 470 ... 281.24 468.7 462 SC
21 LU2511 20251023 3102 3189 ... 5415.96 3148 3063 LU
22 LU2512 20251023 3133 3208 ... 182948.638 3168 3100 LU
23 LU2601 20251023 3134 3216 ... 400342.395 3173 3102 LU
24 LU2602 20251023 3130 3223 ... 59754.637 3185 3109 LU
25 LU2603 20251023 3137 3238 ... 6586.016 3172 3116 LU
26 LU2604 20251023 3160 3223 ... 35.142 3194 3149 LU
27 LU2605 20251023 3171 3228 ... 57.672 3204 3124 LU
28 LU2606 20251023 3204 3223 ... 9.639 3213 3129 LU
29 LU2607 20251023 3181 3230 ... 25.693 3211 3132 LU
30 LU2608 20251023 3217 3238 ... 12.905 3226 3124 LU
31 LU2609 20251023 3186 3250 ... 57.938 3218 3143 LU
32 LU2610 20251023 3182 3234 ... 22.471 3210 3157 LU
34 NR2511 20251023 12310 12430 ... 73326.645 12385 12320 NR
35 NR2512 20251023 12325 12450 ... 725914.925 12390 12310 NR
36 NR2601 20251023 12325 12445 ... 240635.89 12385 12295 NR
37 NR2602 20251023 12255 12450 ... 17942.425 12370 12265 NR
38 NR2603 20251023 12285 12445 ... 1307.91 12335 12245 NR
39 NR2604 20251023 12295 12400 ... 370.24 12340 12230 NR
40 NR2605 20251023 12300 12440 ... 507.05 12365 12235 NR
41 NR2606 20251023 12300 12400 ... 123.605 12360 12235 NR
42 NR2607 20251023 ... 0 12295 12295 NR
43 NR2608 20251023 ... 0 12195 12195 NR
44 NR2609 20251023 ... 0 12435 12305 NR
45 NR2610 20251023 ... 0 12275 12275 NR
47 BC2511 20251023 75820 76750 ... 328307.805 76090 75540 BC
48 BC2512 20251023 76050 76750 ... 64792.915 76130 75560 BC
49 BC2601 20251023 75830 76470 ... 381.22 76240 75860 BC
50 BC2602 20251023 ... 0 75800 75800 BC
51 BC2603 20251023 ... 0 75740 75740 BC
52 BC2604 20251023 ... 0 76440 76440 BC
53 BC2605 20251023 ... 0 75900 75900 BC
54 BC2606 20251023 ... 0 75880 75880 BC
55 BC2607 20251023 ... 0 76570 76570 BC
56 BC2608 20251023 ... 0 75800 75800 BC
57 BC2609 20251023 ... 0 76130 76130 BC
58 BC2610 20251023 ... 0 76130 76130 BC
60 EC2510 20251023 1137.6 1139 ... 5297.471 1136.7 1136.9 EC
61 EC2512 20251023 1768 1795 ... 194377.432 1775.2 1774.2 EC
62 EC2602 20251023 1565.9 1587.5 ... 20363.9045 1573.1 1564.2 EC
63 EC2604 20251023 1162.2 1176.5 ... 7543.8475 1169.5 1164.3 EC
64 EC2606 20251023 1373.7 1376 ... 811.4355 1363.7 1349 EC
65 EC2608 20251023 1462.3 1478.9 ... 492.3445 1469.6 1464.4 EC
68 SC_TAS2512 20251023 ... SC_TAS
69 SC_TAS2601 20251023 ... SC_TAS
70 SC_TAS2602 20251023 ... SC_TAS
[65 rows x 12 columns]
2025-10-24 18:26:09,631 - future_1d - INFO - ak.get_ine_daily('2025-10-23') done
2025-10-24 18:26:11,393 - future_1d - INFO - save future_daily 2025-10-23 completed
index symbol date ... settle pre_settle variety
0 0 CU2511 20251024 ... 86770 85550 CU
1 1 CU2512 20251024 ... 86870 85580 CU
2 2 CU2601 20251024 ... 86830 85560 CU
3 3 CU2602 20251024 ... 86870 85560 CU
4 4 CU2603 20251024 ... 86780 85430 CU
5 5 CU2604 20251024 ... 86710 85400 CU
6 6 CU2605 20251024 ... 86700 85420 CU
7 7 CU2606 20251024 ... 86660 85340 CU
8 8 CU2607 20251024 ... 86420 85050 CU
9 9 CU2608 20251024 ... 86430 85220 CU
10 10 CU2609 20251024 ... 86320 85030 CU
11 11 CU2610 20251024 ... 86200 84940 CU
12 12 BC2511 20251024 ... 77330 76090 BC
13 13 BC2512 20251024 ... 77290 76130 BC
14 14 BC2601 20251024 ... 77000 76240 BC
15 15 BC2602 20251024 ... 76940 75800 BC
16 16 BC2603 20251024 ... 76650 75740 BC
17 17 BC2604 20251024 ... 77400 76440 BC
18 18 BC2605 20251024 ... 76610 75900 BC
19 19 BC2606 20251024 ... 76610 75880 BC
20 20 BC2607 20251024 ... 76570 76570 BC
21 21 BC2608 20251024 ... 76480 75800 BC
22 22 BC2609 20251024 ... 76440 76130 BC
23 23 BC2610 20251024 ... 76910 76130 BC
24 24 AL2511 20251024 ... 21185 21100 AL
25 25 AL2512 20251024 ... 21230 21130 AL
26 26 AL2601 20251024 ... 21245 21130 AL
27 27 AL2602 20251024 ... 21245 21130 AL
28 28 AL2603 20251024 ... 21230 21125 AL
29 29 AL2604 20251024 ... 21250 21140 AL
30 30 AL2605 20251024 ... 21255 21155 AL
31 31 AL2606 20251024 ... 21260 21150 AL
32 32 AL2607 20251024 ... 21245 21135 AL
33 33 AL2608 20251024 ... 21220 21150 AL
34 34 AL2609 20251024 ... 21240 21125 AL
35 35 AL2610 20251024 ... 21270 21135 AL
36 36 ZN2511 20251024 ... 22260 22170 ZN
37 37 ZN2512 20251024 ... 22290 22185 ZN
38 38 ZN2601 20251024 ... 22325 22220 ZN
39 39 ZN2602 20251024 ... 22360 22240 ZN
40 40 ZN2603 20251024 ... 22400 22275 ZN
41 41 ZN2604 20251024 ... 22395 22315 ZN
42 42 ZN2605 20251024 ... 22400 22365 ZN
43 43 ZN2606 20251024 ... 22440 22345 ZN
44 44 ZN2607 20251024 ... 22475 22345 ZN
45 45 ZN2608 20251024 ... 22380 22370 ZN
46 46 ZN2609 20251024 ... 22505 22475 ZN
47 47 ZN2610 20251024 ... 22520 22455 ZN
48 48 PB2511 20251024 ... 17555 17470 PB
49 49 PB2512 20251024 ... 17530 17420 PB
50 50 PB2601 20251024 ... 17485 17370 PB
51 51 PB2602 20251024 ... 17450 17375 PB
52 52 PB2603 20251024 ... 17445 17350 PB
53 53 PB2604 20251024 ... 17410 17380 PB
54 54 PB2605 20251024 ... 17400 17320 PB
55 55 PB2606 20251024 ... 17425 17310 PB
56 56 PB2607 20251024 ... 17455 17345 PB
57 57 PB2608 20251024 ... 17450 17340 PB
58 58 PB2609 20251024 ... 17390 17360 PB
59 59 PB2610 20251024 ... 17345 17345 PB
60 60 NI2511 20251024 ... 121710 120970 NI
61 61 NI2512 20251024 ... 121980 121170 NI
62 62 NI2601 20251024 ... 122150 121390 NI
63 63 NI2602 20251024 ... 122320 121530 NI
64 64 NI2603 20251024 ... 122560 121780 NI
65 65 NI2604 20251024 ... 122830 122030 NI
66 66 NI2605 20251024 ... 123100 122270 NI
67 67 NI2606 20251024 ... 123280 122580 NI
68 68 NI2607 20251024 ... 123380 122810 NI
69 69 NI2608 20251024 ... 123660 123060 NI
70 70 NI2609 20251024 ... 124030 123320 NI
71 71 NI2610 20251024 ... 124520 123430 NI
72 72 SN2511 20251024 ... 282940 280460 SN
73 73 SN2512 20251024 ... 283460 280890 SN
74 74 SN2601 20251024 ... 283540 281070 SN
75 75 SN2602 20251024 ... 283470 281080 SN
76 76 SN2603 20251024 ... 283650 281070 SN
77 77 SN2604 20251024 ... 283520 280690 SN
78 78 SN2605 20251024 ... 283510 280750 SN
79 79 SN2606 20251024 ... 283940 280900 SN
80 80 SN2607 20251024 ... 283860 280850 SN
81 81 SN2608 20251024 ... 283500 281340 SN
82 82 SN2609 20251024 ... 283760 282000 SN
83 83 SN2610 20251024 ... 282590 282590 SN
84 84 AO2511 20251024 ... 2785 2794 AO
85 85 AO2512 20251024 ... 2799 2811 AO
86 86 AO2601 20251024 ... 2818 2827 AO
87 87 AO2602 20251024 ... 2841 2851 AO
88 88 AO2603 20251024 ... 2905 2914 AO
89 89 AO2604 20251024 ... 2916 2931 AO
90 90 AO2605 20251024 ... 2932 2943 AO
91 91 AO2606 20251024 ... 2940 2950 AO
92 92 AO2607 20251024 ... 2949 2960 AO
93 93 AO2608 20251024 ... 2967 2972 AO
94 94 AO2609 20251024 ... 2982 2993 AO
95 95 AO2610 20251024 ... 2993 2998 AO
96 96 AD2511 20251024 ... 20610 20525 AD
97 97 AD2512 20251024 ... 20680 20595 AD
98 98 AD2601 20251024 ... 20730 20640 AD
99 99 AD2602 20251024 ... 20745 20620 AD
100 100 AD2603 20251024 ... 20660 20660 AD
101 101 AD2604 20251024 ... 20750 20540 AD
102 102 AD2605 20251024 ... 20715 20595 AD
103 103 AD2606 20251024 ... 20695 20615 AD
104 104 AD2607 20251024 ... 20690 20585 AD
105 105 AD2608 20251024 ... 20390 20390 AD
106 106 AD2609 20251024 ... 20640 20640 AD
107 107 AD2610 20251024 ... 20795 20495 AD
108 108 AU2511 20251024 ... 942.84 934.02 AU
109 109 AU2512 20251024 ... 945.84 934.08 AU
110 110 AU2601 20251024 ... 945.5 935.82 AU
111 111 AU2602 20251024 ... 948.22 937.4 AU
112 112 AU2604 20251024 ... 950.62 939.82 AU
113 113 AU2606 20251024 ... 953.44 941.92 AU
114 114 AU2608 20251024 ... 955.64 943.88 AU
115 115 AU2610 20251024 ... 957.92 946.44 AU
116 116 AG2511 20251024 ... 11434 11367 AG
117 117 AG2512 20251024 ... 11448 11349 AG
118 118 AG2601 20251024 ... 11459 11358 AG
119 119 AG2602 20251024 ... 11462 11366 AG
120 120 AG2603 20251024 ... 11444 11376 AG
121 121 AG2604 20251024 ... 11476 11379 AG
122 122 AG2605 20251024 ... 11471 11399 AG
123 123 AG2606 20251024 ... 11484 11397 AG
124 124 AG2607 20251024 ... 11471 11407 AG
125 125 AG2608 20251024 ... 11513 11411 AG
126 126 AG2609 20251024 ... 11510 11433 AG
127 127 AG2610 20251024 ... 11528 11452 AG
128 128 RB2511 20251024 ... 2985 3004 RB
129 129 RB2512 20251024 ... 3038 3056 RB
130 130 RB2601 20251024 ... 3053 3069 RB
131 131 RB2602 20251024 ... 3061 3078 RB
132 132 RB2603 20251024 ... 3088 3101 RB
133 133 RB2604 20251024 ... 3100 3114 RB
134 134 RB2605 20251024 ... 3114 3125 RB
135 135 RB2606 20251024 ... 3129 3131 RB
136 136 RB2607 20251024 ... 3144 3147 RB
137 137 RB2608 20251024 ... 3145 3154 RB
138 138 RB2609 20251024 ... 3149 3159 RB
139 139 RB2610 20251024 ... 3149 3161 RB
140 140 WR2511 20251024 ... 3310 3310 WR
141 141 WR2512 20251024 ... 3262 3262 WR
142 142 WR2601 20251024 ... 3342 3349 WR
143 143 WR2602 20251024 ... 3343 3357 WR
144 144 WR2603 20251024 ... 3342 3356 WR
145 145 WR2604 20251024 ... 3364 3364 WR
146 146 WR2605 20251024 ... 3351 3365 WR
147 147 WR2606 20251024 ... 3361 3363 WR
148 148 WR2607 20251024 ... 3361 3400 WR
149 149 WR2608 20251024 ... 3421 3421 WR
150 150 WR2609 20251024 ... 3430 3430 WR
151 151 WR2610 20251024 ... 3430 3430 WR
152 152 HC2511 20251024 ... 3321 3332 HC
153 153 HC2512 20251024 ... 3281 3273 HC
154 154 HC2601 20251024 ... 3252 3249 HC
155 155 HC2602 20251024 ... 3255 3252 HC
156 156 HC2603 20251024 ... 3259 3254 HC
157 157 HC2604 20251024 ... 3263 3259 HC
158 158 HC2605 20251024 ... 3267 3262 HC
159 159 HC2606 20251024 ... 3265 3269 HC
160 160 HC2607 20251024 ... 3270 3264 HC
161 161 HC2608 20251024 ... 3274 3269 HC
162 162 HC2609 20251024 ... 3277 3287 HC
163 163 HC2610 20251024 ... 3278 3282 HC
164 164 SS2511 20251024 ... 12785 12695 SS
165 165 SS2512 20251024 ... 12805 12720 SS
166 166 SS2601 20251024 ... 12815 12755 SS
167 167 SS2602 20251024 ... 12825 12770 SS
168 168 SS2603 20251024 ... 12885 12840 SS
169 169 SS2604 20251024 ... 12935 12880 SS
170 170 SS2605 20251024 ... 12990 12935 SS
171 171 SS2606 20251024 ... 13010 13000 SS
172 172 SS2607 20251024 ... 13060 13030 SS
173 173 SS2608 20251024 ... 13105 13070 SS
174 174 SS2609 20251024 ... 13155 13110 SS
175 175 SS2610 20251024 ... 13210 13150 SS
176 176 SC2511 20251024 ... 461.8 453.2 SC
177 177 SC2512 20251024 ... 466.2 454 SC
178 178 SC2601 20251024 ... 465.7 457.5 SC
179 179 SC2602 20251024 ... 466.4 459.7 SC
180 180 SC2603 20251024 ... 466.6 462.2 SC
181 181 SC2604 20251024 ... 466.4 463.3 SC
182 182 SC2605 20251024 ... 467.4 464.6 SC
183 183 SC2606 20251024 ... 467.5 463.7 SC
184 184 SC2607 20251024 ... 467.4 463.5 SC
185 185 SC2608 20251024 ... 468 462.2 SC
186 186 SC2609 20251024 ... 467.7 463.5 SC
187 187 SC2610 20251024 ... 460.7 460.7 SC
188 188 SC2612 20251024 ... 467.3 461.4 SC
189 189 SC2703 20251024 ... 465 463 SC
190 190 SC2706 20251024 ... 467.1 461.4 SC
191 191 SC2709 20251024 ... 472 471.4 SC
192 192 SC2712 20251024 ... 471.2 465.7 SC
193 193 SC2803 20251024 ... 473.7 462.6 SC
194 194 SC2806 20251024 ... 474.1 469.4 SC
195 195 SC2809 20251024 ... 473.3 468.7 SC
196 196 LU2511 20251024 ... 3175 3148 LU
197 197 LU2512 20251024 ... 3217 3168 LU
198 198 LU2601 20251024 ... 3218 3173 LU
199 199 LU2602 20251024 ... 3223 3185 LU
200 200 LU2603 20251024 ... 3229 3172 LU
201 201 LU2604 20251024 ... 3227 3194 LU
202 202 LU2605 20251024 ... 3231 3204 LU
203 203 LU2606 20251024 ... 3236 3213 LU
204 204 LU2607 20251024 ... 3251 3211 LU
205 205 LU2608 20251024 ... 3240 3226 LU
206 206 LU2609 20251024 ... 3247 3218 LU
207 207 LU2610 20251024 ... 3242 3210 LU
208 208 FU2511 20251024 ... 2916 2846 FU
209 209 FU2512 20251024 ... 2843 2771 FU
210 210 FU2601 20251024 ... 2806 2728 FU
211 211 FU2602 20251024 ... 2783 2710 FU
212 212 FU2603 20251024 ... 2762 2703 FU
213 213 FU2604 20251024 ... 2749 2699 FU
214 214 FU2605 20251024 ... 2733 2687 FU
215 215 FU2606 20251024 ... 2718 2680 FU
216 216 FU2607 20251024 ... 2702 2667 FU
217 217 FU2608 20251024 ... 2675 2643 FU
218 218 FU2609 20251024 ... 2660 2627 FU
219 219 FU2610 20251024 ... 2645 2618 FU
220 220 BU2511 20251024 ... 3366 3347 BU
221 221 BU2512 20251024 ... 3311 3290 BU
222 222 BU2601 20251024 ... 3296 3269 BU
223 223 BU2602 20251024 ... 3303 3275 BU
224 224 BU2603 20251024 ... 3311 3278 BU
225 225 BU2604 20251024 ... 3318 3279 BU
226 226 BU2605 20251024 ... 3321 3286 BU
227 227 BU2606 20251024 ... 3311 3291 BU
228 228 BU2607 20251024 ... 3305 3297 BU
229 229 BU2608 20251024 ... 3303 3280 BU
230 230 BU2609 20251024 ... 3302 3283 BU
231 231 BU2610 20251024 ... 3309 3308 BU
232 232 BU2612 20251024 ... 3247 3231 BU
233 233 BU2703 20251024 ... 3272 3264 BU
234 234 BU2706 20251024 ... 3280 3254 BU
235 235 BU2709 20251024 ... 3294 3263 BU
236 236 BR2511 20251024 ... 11225 11180 BR
237 237 BR2512 20251024 ... 11155 11105 BR
238 238 BR2601 20251024 ... 11125 11085 BR
239 239 BR2602 20251024 ... 11110 11080 BR
240 240 BR2603 20251024 ... 11095 11140 BR
241 241 BR2604 20251024 ... 11110 11115 BR
242 242 BR2605 20251024 ... 11195 11135 BR
243 243 BR2606 20251024 ... 11210 11140 BR
244 244 BR2607 20251024 ... 11465 11305 BR
245 245 BR2608 20251024 ... 11360 11360 BR
246 246 BR2609 20251024 ... 11455 11350 BR
247 247 BR2610 20251024 ... 11465 11365 BR
248 248 RU2511 20251024 ... 14595 14490 RU
249 249 RU2601 20251024 ... 15350 15225 RU
250 250 RU2603 20251024 ... 15410 15230 RU
251 251 RU2604 20251024 ... 15390 15250 RU
252 252 RU2605 20251024 ... 15420 15255 RU
253 253 RU2606 20251024 ... 15520 15280 RU
254 254 RU2607 20251024 ... 15465 15165 RU
255 255 RU2608 20251024 ... 15475 15260 RU
256 256 RU2609 20251024 ... 15485 15295 RU
257 257 RU2610 20251024 ... 15480 15190 RU
258 258 NR2511 20251024 ... 12515 12385 NR
259 259 NR2512 20251024 ... 12530 12390 NR
260 260 NR2601 20251024 ... 12520 12385 NR
261 261 NR2602 20251024 ... 12500 12370 NR
262 262 NR2603 20251024 ... 12475 12335 NR
263 263 NR2604 20251024 ... 12485 12340 NR
264 264 NR2605 20251024 ... 12495 12365 NR
265 265 NR2606 20251024 ... 12565 12360 NR
266 266 NR2607 20251024 ... 12430 12295 NR
267 267 NR2608 20251024 ... 12390 12195 NR
268 268 NR2609 20251024 ... 12490 12435 NR
269 269 NR2610 20251024 ... 12400 12275 NR
270 270 SP2511 20251024 ... 4852 4858 SP
271 271 SP2512 20251024 ... 4888 4894 SP
272 272 SP2601 20251024 ... 5244 5238 SP
273 273 SP2602 20251024 ... 5238 5240 SP
274 274 SP2603 20251024 ... 5258 5258 SP
275 275 SP2604 20251024 ... 5272 5274 SP
276 276 SP2605 20251024 ... 5280 5286 SP
277 277 SP2606 20251024 ... 5270 5284 SP
278 278 SP2607 20251024 ... 5268 5286 SP
279 279 SP2608 20251024 ... 5278 5292 SP
280 280 SP2609 20251024 ... 5280 5294 SP
281 281 SP2610 20251024 ... 5294 5284 SP
282 282 OP2601 20251024 ... 4198 4202 OP
283 283 OP2602 20251024 ... 4200 4204 OP
284 284 OP2603 20251024 ... 4192 4200 OP
285 285 OP2604 20251024 ... 4206 4216 OP
286 286 OP2605 20251024 ... 4208 4214 OP
287 287 OP2606 20251024 ... 4190 4190 OP
288 288 OP2607 20251024 ... 4196 4196 OP
289 289 OP2608 20251024 ... 4214 4214 OP
290 290 OP2609 20251024 ... 4222 4222 OP
291 291 OP2610 20251024 ... 4202 4202 OP
292 292 EC2510 20251024 ... 1137.8 1136.7 EC
293 293 EC2512 20251024 ... 1826 1775.2 EC
294 294 EC2602 20251024 ... 1603.1 1573.1 EC
295 295 EC2604 20251024 ... 1180.4 1169.5 EC
296 296 EC2606 20251024 ... 1396.6 1363.7 EC
297 297 EC2608 20251024 ... 1497 1469.6 EC
298 298 SC_TAS2512 20251024 ... SC_TAS
299 299 SC_TAS2601 20251024 ... SC_TAS
300 300 SC_TAS2602 20251024 ... SC_TAS
[301 rows x 13 columns]
2025-10-24 18:26:19,203 - future_1d - INFO - ak.get_shfe_daily('2025-10-24') done
symbol date open ... settle pre_settle variety
0 PS2511 20251024 50650.0 ... 50390.0 50775.0 PS
1 PS2512 20251024 52880.0 ... 52585.0 53175.0 PS
2 PS2601 20251024 52680.0 ... 52495.0 53115.0 PS
3 PS2602 20251024 52510.0 ... 52220.0 52740.0 PS
4 PS2603 20251024 52680.0 ... 52165.0 52750.0 PS
5 PS2604 20251024 52515.0 ... 52125.0 52570.0 PS
6 PS2605 20251024 52270.0 ... 51915.0 52490.0 PS
7 PS2606 20251024 53900.0 ... 53595.0 54115.0 PS
8 PS2607 20251024 53510.0 ... 53220.0 53685.0 PS
9 PS2608 20251024 53165.0 ... 53050.0 53530.0 PS
10 PS2609 20251024 53050.0 ... 52960.0 53455.0 PS
11 PS2610 20251024 53000.0 ... 52560.0 53515.0 PS
13 SI2511 20251024 8620.0 ... 8630.0 8615.0 SI
14 SI2512 20251024 9080.0 ... 9015.0 9010.0 SI
15 SI2601 20251024 9055.0 ... 8980.0 8975.0 SI
16 SI2602 20251024 9095.0 ... 8975.0 8980.0 SI
17 SI2603 20251024 8980.0 ... 8960.0 8980.0 SI
18 SI2604 20251024 9005.0 ... 8980.0 9020.0 SI
19 SI2605 20251024 9100.0 ... 8980.0 8975.0 SI
20 SI2606 20251024 9040.0 ... 8975.0 8990.0 SI
21 SI2607 20251024 9025.0 ... 8975.0 9040.0 SI
22 SI2608 20251024 9065.0 ... 9005.0 9065.0 SI
23 SI2609 20251024 9080.0 ... 9015.0 9040.0 SI
24 SI2610 20251024 9075.0 ... 9020.0 8975.0 SI
27 LC2511 20251024 79180.0 ... 79320.0 77940.0 LC
28 LC2512 20251024 79800.0 ... 79800.0 78320.0 LC
29 LC2601 20251024 79500.0 ... 79880.0 78480.0 LC
30 LC2602 20251024 79720.0 ... 79460.0 78100.0 LC
31 LC2603 20251024 79000.0 ... 79520.0 78180.0 LC
32 LC2604 20251024 79000.0 ... 79500.0 78400.0 LC
33 LC2605 20251024 79440.0 ... 79800.0 78480.0 LC
34 LC2606 20251024 79180.0 ... 79660.0 78160.0 LC
35 LC2607 20251024 79200.0 ... 79480.0 78120.0 LC
36 LC2608 20251024 79140.0 ... 79680.0 78380.0 LC
37 LC2609 20251024 80000.0 ... 79700.0 78400.0 LC
38 LC2610 20251024 78000.0 ... 79780.0 78560.0 LC
[36 rows x 12 columns]
2025-10-24 18:26:19,304 - future_1d - INFO - ak.get_gfex_daily('2025-10-24') done
symbol date open high ... turnover settle pre_settle variety
0 AP511 20251024 8807.0 8854.0 ... 853.10 8795.0 8838.0 AP
1 AP512 20251024 8738.0 8804.0 ... 3700.83 8771.0 8786.0 AP
2 AP601 20251024 8808.0 8900.0 ... 851485.87 8812.0 8817.0 AP
3 AP603 20251024 8881.0 8986.0 ... 1837.54 8920.0 8913.0 AP
4 AP604 20251024 9127.0 9176.0 ... 959.46 9138.0 9151.0 AP
5 AP605 20251024 9350.0 9350.0 ... 208365.45 9304.0 9326.0 AP
6 AP610 20251024 8201.0 8264.0 ... 1472.98 8229.0 8203.0 AP
7 CF511 20251024 13695.0 13710.0 ... 20158.82 13670.0 13695.0 CF
8 CF601 20251024 13570.0 13595.0 ... 1496306.08 13550.0 13560.0 CF
9 CF603 20251024 13575.0 13595.0 ... 142782.53 13550.0 13570.0 CF
10 CF605 20251024 13595.0 13610.0 ... 438405.99 13550.0 13580.0 CF
11 CF607 20251024 13605.0 13615.0 ... 2410.59 13580.0 13605.0 CF
12 CF609 20251024 13760.0 13760.0 ... 6715.47 13720.0 13740.0 CF
13 CJ512 20251024 11050.0 11130.0 ... 7021.94 10920.0 11140.0 CJ
14 CJ601 20251024 11200.0 11215.0 ... 1706954.01 10960.0 11220.0 CJ
15 CJ603 20251024 10980.0 11000.0 ... 37700.81 10795.0 11020.0 CJ
16 CJ605 20251024 11035.0 11075.0 ... 384812.62 10845.0 11095.0 CJ
17 CJ607 20251024 11080.0 11145.0 ... 7329.31 10880.0 11175.0 CJ
18 CJ609 20251024 11220.0 11280.0 ... 8270.38 11020.0 11280.0 CJ
19 CY511 20251024 20020.0 20020.0 ... 369.28 19960.0 20015.0 CY
20 CY512 20251024 19630.0 19630.0 ... 9.82 19630.0 19555.0 CY
21 CY601 20251024 19800.0 19875.0 ... 116991.46 19825.0 19780.0 CY
22 CY602 20251024 0.0 0.0 ... 0.00 19570.0 19570.0 CY
23 CY603 20251024 19715.0 19715.0 ... 9.86 19715.0 19800.0 CY
24 CY604 20251024 0.0 0.0 ... 0.00 19585.0 19555.0 CY
25 CY605 20251024 19750.0 19750.0 ... 9.88 19750.0 19785.0 CY
26 CY606 20251024 0.0 0.0 ... 0.00 19485.0 19485.0 CY
27 CY607 20251024 0.0 0.0 ... 0.00 19800.0 19800.0 CY
28 CY608 20251024 19895.0 19895.0 ... 9.95 19895.0 19770.0 CY
29 CY609 20251024 0.0 0.0 ... 0.00 19970.0 19970.0 CY
30 CY610 20251024 0.0 0.0 ... 0.00 20085.0 20085.0 CY
31 FG511 20251024 998.0 1002.0 ... 11739.53 996.0 996.0 FG
32 FG512 20251024 1110.0 1113.0 ... 100437.52 1102.0 1103.0 FG
33 FG601 20251024 1105.0 1108.0 ... 4101447.82 1096.0 1098.0 FG
34 FG602 20251024 1179.0 1183.0 ... 60690.94 1169.0 1168.0 FG
35 FG603 20251024 1186.0 1186.0 ... 163776.57 1171.0 1170.0 FG
36 FG604 20251024 1251.0 1259.0 ... 927.36 1246.0 1244.0 FG
37 FG605 20251024 1251.0 1259.0 ... 206414.43 1245.0 1244.0 FG
38 FG606 20251024 1295.0 1303.0 ... 983.36 1291.0 1289.0 FG
39 FG607 20251024 1288.0 1293.0 ... 854.95 1280.0 1278.0 FG
40 FG608 20251024 1334.0 1344.0 ... 884.77 1332.0 1333.0 FG
41 FG609 20251024 1348.0 1348.0 ... 5934.75 1334.0 1333.0 FG
42 FG610 20251024 1371.0 1371.0 ... 640.85 1358.0 1355.0 FG
43 JR511 20251024 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251024 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251024 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251024 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251024 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251024 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251024 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251024 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA511 20251024 2244.0 2249.0 ... 5209.41 2239.0 2237.0 MA
52 MA512 20251024 2276.0 2277.0 ... 67810.67 2257.0 2259.0 MA
53 MA601 20251024 2294.0 2299.0 ... 1373794.96 2278.0 2276.0 MA
54 MA602 20251024 2327.0 2329.0 ... 42061.91 2311.0 2308.0 MA
55 MA603 20251024 2346.0 2350.0 ... 82615.29 2333.0 2327.0 MA
56 MA604 20251024 2347.0 2348.0 ... 60.74 2336.0 2321.0 MA
57 MA605 20251024 2330.0 2335.0 ... 120069.49 2321.0 2314.0 MA
58 MA606 20251024 2329.0 2329.0 ... 16.26 2323.0 2323.0 MA
59 MA607 20251024 2305.0 2313.0 ... 66.96 2309.0 2304.0 MA
60 MA608 20251024 2299.0 2309.0 ... 71.39 2303.0 2290.0 MA
61 MA609 20251024 2286.0 2290.0 ... 2802.94 2281.0 2273.0 MA
62 MA610 20251024 2299.0 2299.0 ... 11.47 2293.0 2294.0 MA
63 OI511 20251024 9901.0 9902.0 ... 37859.83 9852.0 9891.0 OI
64 OI601 20251024 9780.0 9780.0 ... 2065735.70 9725.0 9755.0 OI
65 OI603 20251024 9580.0 9580.0 ... 315376.86 9516.0 9570.0 OI
66 OI605 20251024 9387.0 9394.0 ... 110105.76 9349.0 9368.0 OI
67 OI607 20251024 9339.0 9355.0 ... 1332.58 9319.0 9338.0 OI
68 OI609 20251024 9338.0 9338.0 ... 1486.23 9289.0 9304.0 OI
69 PF511 20251024 6166.0 6168.0 ... 8803.77 6138.0 6148.0 PF
70 PF512 20251024 6182.0 6188.0 ... 454989.00 6160.0 6146.0 PF
71 PF601 20251024 6208.0 6220.0 ... 99958.72 6198.0 6180.0 PF
72 PF602 20251024 6196.0 6216.0 ... 162553.11 6182.0 6174.0 PF
73 PF603 20251024 6188.0 6206.0 ... 58206.00 6172.0 6164.0 PF
74 PF604 20251024 6226.0 6248.0 ... 31.12 6224.0 6194.0 PF
75 PF605 20251024 6230.0 6258.0 ... 102.91 6238.0 6208.0 PF
76 PF606 20251024 6250.0 6250.0 ... 12.45 6224.0 6214.0 PF
77 PF607 20251024 6280.0 6280.0 ... 15.65 6260.0 6238.0 PF
78 PF608 20251024 0.0 0.0 ... 0.00 6260.0 6260.0 PF
79 PF609 20251024 6300.0 6300.0 ... 6.29 6286.0 6258.0 PF
80 PF610 20251024 0.0 0.0 ... 0.00 6308.0 6308.0 PF
81 PK511 20251024 7698.0 7698.0 ... 5864.38 7656.0 7664.0 PK
82 PK512 20251024 7740.0 7758.0 ... 80990.91 7742.0 7740.0 PK
83 PK601 20251024 7824.0 7846.0 ... 357973.68 7810.0 7828.0 PK
84 PK603 20251024 7912.0 7946.0 ... 88246.48 7910.0 7920.0 PK
85 PK604 20251024 7940.0 7968.0 ... 1737.30 7934.0 7936.0 PK
86 PK605 20251024 8000.0 8032.0 ... 15338.51 7988.0 7994.0 PK
87 PK610 20251024 8096.0 8144.0 ... 260.00 8126.0 8044.0 PK
88 PL601 20251024 6180.0 6180.0 ... 104816.83 6148.0 6133.0 PL
89 PL602 20251024 6222.0 6235.0 ... 64172.01 6209.0 6170.0 PL
90 PL603 20251024 6236.0 6236.0 ... 49066.80 6214.0 6193.0 PL
91 PL604 20251024 6210.0 6217.0 ... 111.79 6211.0 6119.0 PL
92 PL605 20251024 6159.0 6165.0 ... 61.61 6161.0 6188.0 PL
93 PL606 20251024 0.0 0.0 ... 0.00 6076.0 6076.0 PL
94 PL607 20251024 0.0 0.0 ... 0.00 6179.0 6179.0 PL
95 PL608 20251024 0.0 0.0 ... 0.00 6164.0 6164.0 PL
96 PL609 20251024 0.0 0.0 ... 0.00 6166.0 6166.0 PL
97 PL610 20251024 0.0 0.0 ... 0.00 6166.0 6166.0 PL
98 PM511 20251024 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20251024 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20251024 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20251024 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20251024 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PM609 20251024 0.0 0.0 ... 0.00 3122.0 3122.0 PM
104 PR511 20251024 5698.0 5718.0 ... 3832.82 5704.0 5682.0 PR
105 PR512 20251024 5682.0 5700.0 ... 285111.70 5678.0 5658.0 PR
106 PR601 20251024 5650.0 5666.0 ... 382775.59 5642.0 5622.0 PR
107 PR602 20251024 5682.0 5706.0 ... 57344.02 5682.0 5662.0 PR
108 PR603 20251024 5670.0 5688.0 ... 212.91 5678.0 5652.0 PR
109 PR604 20251024 5692.0 5698.0 ... 179.28 5692.0 5674.0 PR
110 PR605 20251024 5708.0 5718.0 ... 188.34 5708.0 5682.0 PR
111 PR606 20251024 0.0 0.0 ... 0.00 5738.0 5708.0 PR
112 PR607 20251024 0.0 0.0 ... 0.00 5746.0 5728.0 PR
113 PR608 20251024 5778.0 5778.0 ... 8.67 5778.0 5738.0 PR
114 PR609 20251024 0.0 0.0 ... 0.00 5738.0 5738.0 PR
115 PR610 20251024 0.0 0.0 ... 0.00 5714.0 5714.0 PR
116 PX511 20251024 6518.0 6558.0 ... 5715.03 6510.0 6490.0 PX
117 PX512 20251024 6526.0 6576.0 ... 95299.15 6528.0 6498.0 PX
118 PX601 20251024 6536.0 6580.0 ... 493431.61 6538.0 6488.0 PX
119 PX602 20251024 6552.0 6596.0 ... 383875.16 6542.0 6512.0 PX
120 PX603 20251024 6560.0 6598.0 ... 350791.15 6540.0 6510.0 PX
121 PX604 20251024 0.0 0.0 ... 0.00 6524.0 6504.0 PX
122 PX605 20251024 6548.0 6606.0 ... 1640.47 6576.0 6514.0 PX
123 PX606 20251024 0.0 0.0 ... 0.00 6534.0 6510.0 PX
124 PX607 20251024 0.0 0.0 ... 0.00 6546.0 6512.0 PX
125 PX608 20251024 0.0 0.0 ... 0.00 6552.0 6532.0 PX
126 PX609 20251024 6586.0 6608.0 ... 9.90 6600.0 6536.0 PX
127 PX610 20251024 0.0 0.0 ... 0.00 6454.0 6444.0 PX
128 RI511 20251024 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20251024 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20251024 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20251024 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20251024 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RI609 20251024 0.0 0.0 ... 0.00 2479.0 2479.0 RI
134 RM511 20251024 2440.0 2453.0 ... 3989.50 2439.0 2424.0 RM
135 RM601 20251024 2342.0 2352.0 ... 572800.84 2339.0 2322.0 RM
136 RM603 20251024 2312.0 2317.0 ... 5924.49 2308.0 2294.0 RM
137 RM605 20251024 2313.0 2316.0 ... 180581.87 2307.0 2298.0 RM
138 RM607 20251024 2307.0 2310.0 ... 9247.91 2303.0 2297.0 RM
139 RM608 20251024 2418.0 2419.0 ... 2269.27 2412.0 2406.0 RM
140 RM609 20251024 2410.0 2415.0 ... 5323.62 2408.0 2398.0 RM
141 RS511 20251024 5300.0 5379.0 ... 80.01 5334.0 5325.0 RS
142 RS607 20251024 0.0 0.0 ... 0.00 5650.0 5650.0 RS
143 RS608 20251024 0.0 0.0 ... 0.00 5520.0 5520.0 RS
144 RS609 20251024 0.0 0.0 ... 0.00 5460.0 5460.0 RS
145 SA511 20251024 1164.0 1170.0 ... 11103.53 1161.0 1158.0 SA
146 SA512 20251024 1226.0 1227.0 ... 217961.50 1218.0 1218.0 SA
147 SA601 20251024 1235.0 1238.0 ... 2078880.31 1229.0 1228.0 SA
148 SA602 20251024 1274.0 1274.0 ... 93787.07 1266.0 1265.0 SA
149 SA603 20251024 1282.0 1283.0 ... 308642.70 1274.0 1275.0 SA
150 SA604 20251024 1312.0 1321.0 ... 1120.96 1313.0 1305.0 SA
151 SA605 20251024 1320.0 1327.0 ... 175467.74 1317.0 1312.0 SA
152 SA606 20251024 1330.0 1341.0 ... 879.73 1333.0 1330.0 SA
153 SA607 20251024 1335.0 1346.0 ... 617.94 1338.0 1334.0 SA
154 SA608 20251024 1365.0 1378.0 ... 463.80 1372.0 1368.0 SA
155 SA609 20251024 1379.0 1384.0 ... 4357.84 1376.0 1373.0 SA
156 SA610 20251024 1394.0 1398.0 ... 475.85 1391.0 1391.0 SA
157 SF511 20251024 5564.0 5574.0 ... 16865.77 5534.0 5544.0 SF
158 SF512 20251024 5570.0 5588.0 ... 75433.97 5540.0 5554.0 SF
159 SF601 20251024 5570.0 5588.0 ... 387359.71 5544.0 5546.0 SF
160 SF602 20251024 5508.0 5538.0 ... 52714.61 5500.0 5492.0 SF
161 SF603 20251024 5658.0 5686.0 ... 102522.35 5642.0 5638.0 SF
162 SF604 20251024 0.0 0.0 ... 0.00 5616.0 5616.0 SF
163 SF605 20251024 5624.0 5658.0 ... 4170.56 5622.0 5604.0 SF
164 SF606 20251024 5606.0 5614.0 ... 58.46 5568.0 5578.0 SF
165 SF607 20251024 5750.0 5750.0 ... 14.29 5718.0 5724.0 SF
166 SF608 20251024 0.0 0.0 ... 0.00 5716.0 5720.0 SF
167 SF609 20251024 5718.0 5718.0 ... 136.26 5678.0 5674.0 SF
168 SF610 20251024 5678.0 5682.0 ... 14.17 5670.0 5660.0 SF
169 SH511 20251024 2431.0 2435.0 ... 5510.16 2423.0 2425.0 SH
170 SH512 20251024 2405.0 2420.0 ... 65418.70 2404.0 2391.0 SH
171 SH601 20251024 2387.0 2395.0 ... 1787829.23 2380.0 2371.0 SH
172 SH602 20251024 2395.0 2410.0 ... 516264.27 2394.0 2379.0 SH
173 SH603 20251024 2412.0 2419.0 ... 451540.59 2402.0 2389.0 SH
174 SH604 20251024 2450.0 2468.0 ... 492.88 2452.0 2448.0 SH
175 SH605 20251024 2472.0 2483.0 ... 20886.08 2469.0 2462.0 SH
176 SH606 20251024 2499.0 2507.0 ... 75.04 2501.0 2497.0 SH
177 SH607 20251024 2509.0 2520.0 ... 75.32 2511.0 2504.0 SH
178 SH608 20251024 2545.0 2547.0 ... 83.74 2538.0 2546.0 SH
179 SH609 20251024 2549.0 2562.0 ... 198.72 2548.0 2544.0 SH
180 SH610 20251024 2560.0 2560.0 ... 15.36 2560.0 2566.0 SH
181 SM511 20251024 5804.0 5814.0 ... 6062.06 5758.0 5790.0 SM
182 SM512 20251024 5816.0 5836.0 ... 265739.47 5770.0 5794.0 SM
183 SM601 20251024 5818.0 5848.0 ... 629659.74 5788.0 5806.0 SM
184 SM602 20251024 5824.0 5854.0 ... 159062.31 5796.0 5814.0 SM
185 SM603 20251024 5832.0 5866.0 ... 298877.78 5794.0 5826.0 SM
186 SM604 20251024 0.0 0.0 ... 0.00 5808.0 5842.0 SM
187 SM605 20251024 5860.0 5882.0 ... 22309.35 5830.0 5846.0 SM
188 SM606 20251024 5864.0 5868.0 ... 40.78 5826.0 5854.0 SM
189 SM607 20251024 5880.0 5880.0 ... 170.36 5874.0 5880.0 SM
190 SM608 20251024 5862.0 5862.0 ... 8.77 5850.0 5880.0 SM
191 SM609 20251024 5868.0 5908.0 ... 988.10 5864.0 5880.0 SM
192 SM610 20251024 5848.0 5848.0 ... 11.69 5846.0 5872.0 SM
193 SR511 20251024 5404.0 5404.0 ... 2239.30 5396.0 5390.0 SR
194 SR601 20251024 5453.0 5464.0 ... 806005.99 5451.0 5429.0 SR
195 SR603 20251024 5428.0 5443.0 ... 181535.35 5430.0 5405.0 SR
196 SR605 20251024 5404.0 5415.0 ... 61394.06 5402.0 5391.0 SR
197 SR607 20251024 5409.0 5417.0 ... 4756.27 5405.0 5400.0 SR
198 SR609 20251024 5411.0 5424.0 ... 5006.54 5412.0 5411.0 SR
199 TA511 20251024 4494.0 4510.0 ... 8954.97 4484.0 4466.0 TA
200 TA512 20251024 4498.0 4532.0 ... 413545.13 4504.0 4480.0 TA
201 TA601 20251024 4532.0 4556.0 ... 1360092.54 4532.0 4506.0 TA
202 TA602 20251024 4542.0 4576.0 ... 551269.30 4548.0 4522.0 TA
203 TA603 20251024 4560.0 4592.0 ... 224049.99 4568.0 4542.0 TA
204 TA604 20251024 4604.0 4604.0 ... 43.40 4570.0 4550.0 TA
205 TA605 20251024 4586.0 4618.0 ... 62510.08 4596.0 4568.0 TA
206 TA606 20251024 4608.0 4608.0 ... 4.60 4604.0 4560.0 TA
207 TA607 20251024 0.0 0.0 ... 0.00 4602.0 4590.0 TA
208 TA608 20251024 4630.0 4630.0 ... 4.63 4630.0 4600.0 TA
209 TA609 20251024 4622.0 4646.0 ... 1953.63 4624.0 4604.0 TA
210 TA610 20251024 0.0 0.0 ... 0.00 4644.0 4648.0 TA
211 UR511 20251024 1610.0 1620.0 ... 6714.53 1613.0 1602.0 UR
212 UR512 20251024 1620.0 1634.0 ... 28785.47 1627.0 1619.0 UR
213 UR601 20251024 1633.0 1647.0 ... 495127.02 1640.0 1630.0 UR
214 UR602 20251024 1645.0 1654.0 ... 17391.94 1647.0 1635.0 UR
215 UR603 20251024 1703.0 1714.0 ... 324.42 1707.0 1691.0 UR
216 UR604 20251024 1706.0 1713.0 ... 51.32 1711.0 1699.0 UR
217 UR605 20251024 1708.0 1723.0 ... 43336.68 1714.0 1702.0 UR
218 UR606 20251024 1716.0 1725.0 ... 220.06 1719.0 1704.0 UR
219 UR607 20251024 1749.0 1753.0 ... 34.93 1747.0 1739.0 UR
220 UR608 20251024 1749.0 1750.0 ... 38.42 1746.0 1737.0 UR
221 UR609 20251024 1744.0 1751.0 ... 687.73 1746.0 1734.0 UR
222 UR610 20251024 1743.0 1751.0 ... 20.96 1747.0 1726.0 UR
223 WH511 20251024 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20251024 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20251024 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20251024 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20251024 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 WH609 20251024 0.0 0.0 ... 0.00 3198.0 3198.0 WH
229 ZC511 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
240 ZC610 20251024 0.0 0.0 ... 0.00 801.4 801.4 ZC
[241 rows x 12 columns]
2025-10-24 18:26:19,587 - future_1d - INFO - ak.get_czce_daily('2025-10-24') done
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 174, in _new_conn
conn = connection.create_connection(
File "/usr/local/lib/python3.10/site-packages/urllib3/util/connection.py", line 72, in create_connection
for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
File "/usr/local/lib/python3.10/socket.py", line 955, in getaddrinfo
for res in _socket.getaddrinfo(host, port, family, type, proto, flags):
socket.gaierror: [Errno -2] Name or service not known
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 714, in urlopen
httplib_response = self._make_request(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 415, in _make_request
conn.request(method, url, **httplib_request_kw)
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 244, in request
super(HTTPConnection, self).request(method, url, body=body, headers=headers)
File "/usr/local/lib/python3.10/http/client.py", line 1282, in request
self._send_request(method, url, body, headers, encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1328, in _send_request
self.endheaders(body, encode_chunked=encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1277, in endheaders
self._send_output(message_body, encode_chunked=encode_chunked)
File "/usr/local/lib/python3.10/http/client.py", line 1037, in _send_output
self.send(msg)
File "/usr/local/lib/python3.10/http/client.py", line 975, in send
self.connect()
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 205, in connect
conn = self._new_conn()
File "/usr/local/lib/python3.10/site-packages/urllib3/connection.py", line 186, in _new_conn
raise NewConnectionError(
urllib3.exceptions.NewConnectionError: : Failed to establish a new connection: [Errno -2] Name or service not known
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
resp = conn.urlopen(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 798, in urlopen
retries = retries.increment(
File "/usr/local/lib/python3.10/site-packages/urllib3/util/retry.py", line 592, in increment
raise MaxRetryError(_pool, url, error or ResponseError(cause))
urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/project/future_1d/future1d_request.py", line 1043, in save_future_daily
df_ex = eval(f"ak.get_{ex.lower()}_daily('{td.strftime('%Y%m%d')}')")
File "", line 1, in
File "/usr/local/lib/python3.10/site-packages/akshare/futures/futures_daily_bar.py", line 566, in get_dce_daily
r = requests.post(url, data=params, headers=headers)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 115, in post
return request("post", url, data=data, json=json, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 59, in request
return session.request(method=method, url=url, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 700, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
An error occurred: HTTPConnectionPool(host='portal.dce.com.cn', port=80): Max retries exceeded with url: /publicweb/quotesdata/exportDayQuotesChData.html (Caused by NewConnectionError(': Failed to establish a new connection: [Errno -2] Name or service not known'))
2025-10-24 18:26:19,647 - future_1d - INFO - ak.get_dce_daily('2025-10-24') failed
symbol date open ... settle pre_settle variety
0 IC2511 20251024 7125.000 ... 7185.400 7058.200 IC
1 IC2512 20251024 7078.000 ... 7129.200 6993.800 IC
2 IC2603 20251024 6905.000 ... 6961.800 6835.800 IC
3 IC2606 20251024 6724.200 ... 6777.000 6652.800 IC
4 IF2511 20251024 4611.200 ... 4640.800 4579.800 IF
5 IF2512 20251024 4592.000 ... 4627.000 4566.800 IF
6 IF2603 20251024 4570.000 ... 4598.200 4541.600 IF
7 IF2606 20251024 4531.000 ... 4556.600 4500.600 IF
8 IH2511 20251024 3028.400 ... 3044.000 3017.200 IH
9 IH2512 20251024 3033.600 ... 3044.400 3017.200 IH
10 IH2603 20251024 3032.200 ... 3045.600 3017.000 IH
11 IH2606 20251024 3030.000 ... 3043.000 3014.800 IH
12 IM2511 20251024 7285.000 ... 7343.600 7206.200 IM
13 IM2512 20251024 7210.000 ... 7267.800 7125.600 IM
14 IM2603 20251024 6996.800 ... 7050.400 6914.800 IM
15 IM2606 20251024 6771.200 ... 6833.000 6695.800 IM
16 T2512 20251024 108.000 ... 108.015 108.070 T
17 T2603 20251024 107.680 ... 107.685 107.730 T
18 T2606 20251024 107.605 ... 107.610 107.635 T
19 TF2512 20251024 105.610 ... 105.615 105.665 TF
20 TF2603 20251024 105.500 ... 105.500 105.560 TF
21 TF2606 20251024 105.550 ... 105.510 105.575 TF
22 TL2512 20251024 115.000 ... 115.030 115.300 TL
23 TL2603 20251024 114.860 ... 114.740 115.040 TL
24 TL2606 20251024 114.700 ... 114.610 114.950 TL
25 TS2512 20251024 102.336 ... 102.334 102.342 TS
26 TS2603 20251024 102.248 ... 102.254 102.264 TS
27 TS2606 20251024 102.268 ... 102.266 102.280 TS
[28 rows x 12 columns]
2025-10-24 18:26:19,872 - future_1d - INFO - ak.get_cffex_daily('2025-10-24') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251024 460.1 467.1 ... 14456.18 461.8 453.2 SC
1 SC2512 20251024 464 471.3 ... 7585948.75 466.2 454 SC
2 SC2601 20251024 465 470 ... 1404474.95 465.7 457.5 SC
3 SC2602 20251024 467.1 470.7 ... 368181.06 466.4 459.7 SC
4 SC2603 20251024 468.6 471.1 ... 96121.97 466.6 462.2 SC
5 SC2604 20251024 468.5 471.7 ... 31485.61 466.4 463.3 SC
6 SC2605 20251024 469.8 470.9 ... 54836.61 467.4 464.6 SC
7 SC2606 20251024 468.7 472.3 ... 48439.1 467.5 463.7 SC
8 SC2607 20251024 470.7 470.7 ... 5188.68 467.4 463.5 SC
9 SC2608 20251024 469.7 469.7 ... 327.64 468 462.2 SC
10 SC2609 20251024 469.9 470.5 ... 5332.9 467.7 463.5 SC
11 SC2610 20251024 ... 0 460.7 460.7 SC
12 SC2612 20251024 468.7 470 ... 1822.83 467.3 461.4 SC
13 SC2703 20251024 ... 0 465 463 SC
14 SC2706 20251024 468.5 470 ... 140.15 467.1 461.4 SC
15 SC2709 20251024 473 473 ... 330.4 472 471.4 SC
16 SC2712 20251024 470 472 ... 188.48 471.2 465.7 SC
17 SC2803 20251024 473.5 474 ... 94.75 473.7 462.6 SC
18 SC2806 20251024 474 475.2 ... 237.06 474.1 469.4 SC
19 SC2809 20251024 474 474 ... 189.33 473.3 468.7 SC
21 LU2511 20251024 3184 3199 ... 7777.509 3175 3148 LU
22 LU2512 20251024 3212 3234 ... 121296.914 3217 3168 LU
23 LU2601 20251024 3213 3234 ... 373201.313 3218 3173 LU
24 LU2602 20251024 3225 3240 ... 56149.428 3223 3185 LU
25 LU2603 20251024 3235 3246 ... 4585.436 3229 3172 LU
26 LU2604 20251024 3201 3251 ... 61.318 3227 3194 LU
27 LU2605 20251024 3231 3239 ... 38.776 3231 3204 LU
28 LU2606 20251024 3234 3244 ... 12.947 3236 3213 LU
29 LU2607 20251024 3256 3262 ... 26.008 3251 3211 LU
30 LU2608 20251024 3245 3250 ... 12.962 3240 3226 LU
31 LU2609 20251024 3255 3258 ... 35.725 3247 3218 LU
32 LU2610 20251024 3243 3246 ... 12.97 3242 3210 LU
34 NR2511 20251024 12415 12620 ... 90557.415 12515 12385 NR
35 NR2512 20251024 12450 12650 ... 977767.12 12530 12390 NR
36 NR2601 20251024 12410 12635 ... 345301.91 12520 12385 NR
37 NR2602 20251024 12400 12600 ... 47514.28 12500 12370 NR
38 NR2603 20251024 12435 12550 ... 3094.395 12475 12335 NR
39 NR2604 20251024 12440 12550 ... 924.175 12485 12340 NR
40 NR2605 20251024 12370 12580 ... 549.91 12495 12365 NR
41 NR2606 20251024 12565 12565 ... 12.565 12565 12360 NR
42 NR2607 20251024 ... 0 12430 12295 NR
43 NR2608 20251024 ... 0 12390 12195 NR
44 NR2609 20251024 12490 12490 ... 12.49 12490 12435 NR
45 NR2610 20251024 ... 0 12400 12275 NR
47 BC2511 20251024 77000 78310 ... 443518.6 77330 76090 BC
48 BC2512 20251024 76990 78250 ... 101648.035 77290 76130 BC
49 BC2601 20251024 76940 77200 ... 231.025 77000 76240 BC
50 BC2602 20251024 ... 0 76940 75800 BC
51 BC2603 20251024 ... 0 76650 75740 BC
52 BC2604 20251024 ... 0 77400 76440 BC
53 BC2605 20251024 ... 0 76610 75900 BC
54 BC2606 20251024 ... 0 76610 75880 BC
55 BC2607 20251024 ... 0 76570 76570 BC
56 BC2608 20251024 ... 0 76480 75800 BC
57 BC2609 20251024 ... 0 76440 76130 BC
58 BC2610 20251024 ... 0 76910 76130 BC
60 EC2510 20251024 1136 1140 ... 4648.237 1137.8 1136.7 EC
61 EC2512 20251024 1798 1852.1 ... 320630.961 1826 1775.2 EC
62 EC2602 20251024 1590 1620 ... 31830.9795 1603.1 1573.1 EC
63 EC2604 20251024 1172 1189.7 ... 10187.306 1180.4 1169.5 EC
64 EC2606 20251024 1392.2 1415.2 ... 1990.2645 1396.6 1363.7 EC
65 EC2608 20251024 1482.6 1510.9 ... 1339.854 1497 1469.6 EC
68 SC_TAS2512 20251024 ... SC_TAS
69 SC_TAS2601 20251024 ... SC_TAS
70 SC_TAS2602 20251024 ... SC_TAS
[65 rows x 12 columns]
2025-10-24 18:26:19,938 - future_1d - INFO - ak.get_ine_daily('2025-10-24') done
2025-10-24 18:26:21,712 - future_1d - INFO - save future_daily 2025-10-24 add
2025-10-24 18:26:21,718 - future_1d - INFO - 0 1 2 3 4
symbol IC2511 IC2512 IC2603 IC2606 IF2511
date 2025-10-24 2025-10-24 2025-10-24 2025-10-24 2025-10-24
opencol 7125.0 7078.0 6905.0 6724.2 4611.2
high 7217.8 7159.8 6993.8 6816.6 4648.4
low 7102.6 7043.6 6877.4 6694.4 4608.0
close 7211.8 7159.8 6993.2 6816.6 4648.4
volume 27966.0 84722.0 19301.0 5739.0 24392.0
open_interest 47830.0 134444.0 51471.0 9859.0 40441.0
turnover 4002057.964 12031630.484 2676081.596 774694.824 3387218.226
settle 7185.4 7129.2 6961.8 6777.0 4640.8
pre_settle 7058.2 6993.8 6835.8 6652.8 4579.8
variety IC IC IC IC IF
exchange CFFEX CFFEX CFFEX CFFEX CFFEX
comd IC IC IC IC IF
contract IC2511 IC2512 IC2603 IC2606 IF2511
contract_yymm 2511 2512 2603 2606 2511
maturity_month 1 2 5 8 1
maturity_day 8 38 128 220 8