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2025-09-29 16:25:14 Mon START TASK.01 future_1d future_daily
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2025-09-29 16:25:16,217 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250919 8412.0 8454.0 ... 20806.00 8437.0 8427.0 AP
1 AP511 20250919 8281.0 8281.0 ... 3663.69 8233.0 8227.0 AP
2 AP512 20250919 8223.0 8248.0 ... 559.32 8225.0 8215.0 AP
3 AP601 20250919 8285.0 8326.0 ... 362333.54 8290.0 8286.0 AP
4 AP603 20250919 8231.0 8231.0 ... 270.04 8183.0 8185.0 AP
5 AP604 20250919 8200.0 8202.0 ... 40.97 8194.0 8176.0 AP
6 AP605 20250919 8260.0 8278.0 ... 3218.40 8252.0 8237.0 AP
7 CF511 20250919 13650.0 13665.0 ... 325013.22 13625.0 13710.0 CF
8 CF601 20250919 13775.0 13785.0 ... 1682261.08 13745.0 13835.0 CF
9 CF603 20250919 13720.0 13745.0 ... 3898.54 13705.0 13800.0 CF
10 CF605 20250919 13735.0 13760.0 ... 226699.17 13715.0 13795.0 CF
11 CF607 20250919 13755.0 13780.0 ... 1112.91 13740.0 13820.0 CF
12 CF609 20250919 13905.0 13910.0 ... 257.13 13900.0 14000.0 CF
13 CJ512 20250919 10575.0 10705.0 ... 1842.54 10650.0 10670.0 CJ
14 CJ601 20250919 10620.0 10750.0 ... 480287.27 10680.0 10720.0 CJ
15 CJ603 20250919 10635.0 10730.0 ... 12481.12 10655.0 10735.0 CJ
16 CJ605 20250919 10715.0 10810.0 ... 98468.07 10725.0 10810.0 CJ
17 CJ607 20250919 10775.0 10915.0 ... 1497.50 10850.0 10935.0 CJ
18 CJ609 20250919 10940.0 11020.0 ... 377.77 10950.0 11050.0 CJ
19 CY510 20250919 0.0 0.0 ... 0.00 19600.0 19705.0 CY
20 CY511 20250919 19760.0 19825.0 ... 114478.44 19775.0 19880.0 CY
21 CY512 20250919 0.0 0.0 ... 0.00 19690.0 19710.0 CY
22 CY601 20250919 19785.0 19835.0 ... 1158.31 19800.0 19875.0 CY
23 CY602 20250919 0.0 0.0 ... 0.00 19810.0 19810.0 CY
24 CY603 20250919 0.0 0.0 ... 0.00 20160.0 20170.0 CY
25 CY604 20250919 0.0 0.0 ... 0.00 19945.0 19995.0 CY
26 CY605 20250919 0.0 0.0 ... 0.00 19990.0 20025.0 CY
27 CY606 20250919 0.0 0.0 ... 0.00 19975.0 19990.0 CY
28 CY607 20250919 0.0 0.0 ... 0.00 20290.0 20290.0 CY
29 CY608 20250919 0.0 0.0 ... 0.00 19935.0 20100.0 CY
30 CY609 20250919 20240.0 20240.0 ... 10.12 20240.0 20305.0 CY
31 FG510 20250919 1091.0 1103.0 ... 6782.74 1093.0 1096.0 FG
32 FG511 20250919 1093.0 1104.0 ... 141220.65 1095.0 1095.0 FG
33 FG512 20250919 1209.0 1224.0 ... 81857.42 1214.0 1215.0 FG
34 FG601 20250919 1207.0 1223.0 ... 3086629.46 1212.0 1219.0 FG
35 FG602 20250919 1259.0 1279.0 ... 31046.93 1268.0 1271.0 FG
36 FG603 20250919 1265.0 1283.0 ... 2208.02 1268.0 1277.0 FG
37 FG604 20250919 1325.0 1343.0 ... 1201.41 1329.0 1332.0 FG
38 FG605 20250919 1326.0 1348.0 ... 122561.49 1337.0 1333.0 FG
39 FG606 20250919 1358.0 1374.0 ... 816.07 1365.0 1363.0 FG
40 FG607 20250919 1357.0 1374.0 ... 2477.42 1363.0 1358.0 FG
41 FG608 20250919 1381.0 1403.0 ... 884.55 1395.0 1388.0 FG
42 FG609 20250919 1387.0 1407.0 ... 4628.07 1397.0 1390.0 FG
43 JR511 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250919 2255.0 2283.0 ... 4617.11 2264.0 2266.0 MA
52 MA511 20250919 2287.0 2309.0 ... 169238.69 2289.0 2291.0 MA
53 MA512 20250919 2325.0 2349.0 ... 79505.69 2333.0 2334.0 MA
54 MA601 20250919 2350.0 2374.0 ... 1782594.23 2356.0 2356.0 MA
55 MA602 20250919 2371.0 2394.0 ... 109582.45 2373.0 2377.0 MA
56 MA603 20250919 2392.0 2412.0 ... 1033.63 2398.0 2392.0 MA
57 MA604 20250919 2391.0 2400.0 ... 59.83 2393.0 2406.0 MA
58 MA605 20250919 2389.0 2390.0 ... 187848.71 2382.0 2389.0 MA
59 MA606 20250919 2382.0 2394.0 ... 9.54 2385.0 2396.0 MA
60 MA607 20250919 2372.0 2378.0 ... 28.48 2373.0 2379.0 MA
61 MA608 20250919 2361.0 2375.0 ... 11.84 2368.0 2386.0 MA
62 MA609 20250919 2360.0 2360.0 ... 1503.31 2353.0 2367.0 MA
63 OI511 20250919 10152.0 10282.0 ... 526388.35 10221.0 10129.0 OI
64 OI601 20250919 9986.0 10114.0 ... 3135766.68 10046.0 9966.0 OI
65 OI603 20250919 9737.0 9844.0 ... 4062.15 9788.0 9741.0 OI
66 OI605 20250919 9501.0 9605.0 ... 110457.56 9558.0 9501.0 OI
67 OI607 20250919 9477.0 9553.0 ... 969.53 9505.0 9469.0 OI
68 OI609 20250919 9448.0 9522.0 ... 455.12 9482.0 9446.0 OI
69 PF510 20250919 6362.0 6366.0 ... 10629.20 6322.0 6404.0 PF
70 PF511 20250919 6352.0 6362.0 ... 681025.57 6320.0 6406.0 PF
71 PF512 20250919 6330.0 6342.0 ... 380648.52 6304.0 6378.0 PF
72 PF601 20250919 6382.0 6386.0 ... 38485.20 6340.0 6420.0 PF
73 PF602 20250919 6386.0 6392.0 ... 104942.44 6358.0 6414.0 PF
74 PF603 20250919 6382.0 6398.0 ... 352.15 6346.0 6456.0 PF
75 PF604 20250919 6444.0 6444.0 ... 291.47 6406.0 6492.0 PF
76 PF605 20250919 6460.0 6460.0 ... 246.97 6416.0 6506.0 PF
77 PF606 20250919 6482.0 6482.0 ... 19.25 6418.0 6516.0 PF
78 PF607 20250919 6414.0 6500.0 ... 16.10 6442.0 6542.0 PF
79 PF608 20250919 0.0 0.0 ... 0.00 6450.0 6566.0 PF
80 PF609 20250919 6480.0 6480.0 ... 6.48 6480.0 6554.0 PF
81 PK510 20250919 7846.0 7918.0 ... 13587.30 7868.0 7842.0 PK
82 PK511 20250919 7866.0 7922.0 ... 677885.13 7876.0 7844.0 PK
83 PK512 20250919 7870.0 7916.0 ... 287234.98 7872.0 7846.0 PK
84 PK601 20250919 7846.0 7906.0 ... 62644.57 7872.0 7834.0 PK
85 PK603 20250919 7866.0 7902.0 ... 622.63 7882.0 7854.0 PK
86 PK604 20250919 7874.0 7900.0 ... 86.72 7884.0 7864.0 PK
87 PK605 20250919 7880.0 7908.0 ... 5897.91 7890.0 7872.0 PK
88 PL601 20250919 6424.0 6462.0 ... 49289.43 6411.0 6443.0 PL
89 PL602 20250919 6458.0 6479.0 ... 2194.38 6454.0 6471.0 PL
90 PL603 20250919 6451.0 6451.0 ... 64.45 6445.0 6502.0 PL
91 PL604 20250919 0.0 0.0 ... 0.00 6463.0 6477.0 PL
92 PL605 20250919 0.0 0.0 ... 0.00 6385.0 6419.0 PL
93 PL606 20250919 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250919 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250919 5830.0 5840.0 ... 3783.29 5812.0 5866.0 PR
104 PR511 20250919 5828.0 5830.0 ... 501945.95 5794.0 5878.0 PR
105 PR512 20250919 5834.0 5836.0 ... 386281.19 5806.0 5884.0 PR
106 PR601 20250919 5836.0 5836.0 ... 126679.54 5802.0 5866.0 PR
107 PR602 20250919 5872.0 5876.0 ... 2863.07 5838.0 5892.0 PR
108 PR603 20250919 5846.0 5846.0 ... 52.50 5834.0 5906.0 PR
109 PR604 20250919 5848.0 5848.0 ... 61.23 5832.0 5924.0 PR
110 PR605 20250919 5836.0 5860.0 ... 61.31 5840.0 5960.0 PR
111 PR606 20250919 0.0 0.0 ... 0.00 5904.0 5936.0 PR
112 PR607 20250919 0.0 0.0 ... 0.00 5912.0 5952.0 PR
113 PR608 20250919 0.0 0.0 ... 0.00 5914.0 5958.0 PR
114 PR609 20250919 0.0 0.0 ... 0.00 5910.0 5932.0 PR
115 PX510 20250919 6754.0 6764.0 ... 1384.74 6690.0 6754.0 PX
116 PX511 20250919 6698.0 6718.0 ... 904148.53 6640.0 6764.0 PX
117 PX512 20250919 6690.0 6708.0 ... 338676.96 6644.0 6748.0 PX
118 PX601 20250919 6680.0 6694.0 ... 180923.08 6634.0 6728.0 PX
119 PX602 20250919 6666.0 6694.0 ... 29964.67 6644.0 6720.0 PX
120 PX603 20250919 6624.0 6624.0 ... 9.92 6614.0 6718.0 PX
121 PX604 20250919 6586.0 6586.0 ... 3.29 6586.0 6718.0 PX
122 PX605 20250919 6686.0 6690.0 ... 5504.77 6628.0 6710.0 PX
123 PX606 20250919 6606.0 6606.0 ... 3.30 6606.0 6686.0 PX
124 PX607 20250919 6596.0 6622.0 ... 9.92 6614.0 6734.0 PX
125 PX608 20250919 6622.0 6622.0 ... 3.31 6622.0 6694.0 PX
126 PX609 20250919 6652.0 6658.0 ... 16.63 6652.0 6724.0 PX
127 RI511 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250919 2508.0 2553.0 ... 26192.61 2527.0 2500.0 RM
134 RM601 20250919 2475.0 2530.0 ... 940248.65 2498.0 2469.0 RM
135 RM603 20250919 2378.0 2417.0 ... 12803.73 2402.0 2378.0 RM
136 RM605 20250919 2361.0 2389.0 ... 139688.21 2374.0 2362.0 RM
137 RM607 20250919 2349.0 2377.0 ... 6926.42 2362.0 2353.0 RM
138 RM608 20250919 2450.0 2470.0 ... 1160.23 2458.0 2457.0 RM
139 RM609 20250919 2436.0 2455.0 ... 3011.98 2447.0 2440.0 RM
140 RS511 20250919 5312.0 5372.0 ... 79.93 5329.0 5276.0 RS
141 RS607 20250919 5567.0 5628.0 ... 194.88 5568.0 5558.0 RS
142 RS608 20250919 5537.0 5638.0 ... 167.11 5570.0 5558.0 RS
143 RS609 20250919 5601.0 5601.0 ... 44.70 5588.0 5555.0 RS
144 SA510 20250919 1221.0 1232.0 ... 8151.28 1223.0 1227.0 SA
145 SA511 20250919 1227.0 1242.0 ... 431111.27 1233.0 1239.0 SA
146 SA512 20250919 1295.0 1309.0 ... 148028.64 1301.0 1303.0 SA
147 SA601 20250919 1305.0 1321.0 ... 2419891.75 1312.0 1317.0 SA
148 SA602 20250919 1338.0 1353.0 ... 291521.27 1344.0 1351.0 SA
149 SA603 20250919 1345.0 1359.0 ... 1823.16 1350.0 1352.0 SA
150 SA604 20250919 1394.0 1404.0 ... 438.40 1396.0 1397.0 SA
151 SA605 20250919 1397.0 1412.0 ... 84988.85 1403.0 1405.0 SA
152 SA606 20250919 1409.0 1424.0 ... 690.31 1415.0 1414.0 SA
153 SA607 20250919 1410.0 1425.0 ... 940.87 1417.0 1415.0 SA
154 SA608 20250919 1437.0 1449.0 ... 653.96 1440.0 1438.0 SA
155 SA609 20250919 1442.0 1456.0 ... 2965.37 1449.0 1446.0 SA
156 SF510 20250919 5598.0 5628.0 ... 17784.47 5594.0 5602.0 SF
157 SF511 20250919 5768.0 5810.0 ... 661962.22 5764.0 5780.0 SF
158 SF512 20250919 5746.0 5790.0 ... 229398.42 5746.0 5752.0 SF
159 SF601 20250919 5752.0 5792.0 ... 172968.35 5752.0 5760.0 SF
160 SF602 20250919 5714.0 5748.0 ... 31571.90 5710.0 5714.0 SF
161 SF603 20250919 5876.0 5876.0 ... 161.44 5870.0 5868.0 SF
162 SF604 20250919 5888.0 5888.0 ... 8.81 5876.0 5892.0 SF
163 SF605 20250919 5858.0 5894.0 ... 2341.56 5854.0 5860.0 SF
164 SF606 20250919 5854.0 5854.0 ... 29.10 5820.0 5834.0 SF
165 SF607 20250919 5986.0 5986.0 ... 71.64 5970.0 5966.0 SF
166 SF608 20250919 5938.0 5968.0 ... 17.86 5952.0 5954.0 SF
167 SF609 20250919 5958.0 5974.0 ... 41.68 5954.0 5954.0 SF
168 SH510 20250919 2512.0 2547.0 ... 26339.48 2523.0 2503.0 SH
169 SH511 20250919 2532.0 2596.0 ... 697787.08 2562.0 2538.0 SH
170 SH512 20250919 2585.0 2655.0 ... 318771.88 2618.0 2596.0 SH
171 SH601 20250919 2583.0 2657.0 ... 3758394.12 2623.0 2600.0 SH
172 SH602 20250919 2591.0 2676.0 ... 133977.83 2636.0 2623.0 SH
173 SH603 20250919 2621.0 2687.0 ... 2166.08 2655.0 2637.0 SH
174 SH604 20250919 2665.0 2727.0 ... 194.74 2705.0 2686.0 SH
175 SH605 20250919 2673.0 2737.0 ... 27644.74 2706.0 2689.0 SH
176 SH606 20250919 2723.0 2745.0 ... 171.79 2727.0 2705.0 SH
177 SH607 20250919 2723.0 2730.0 ... 57.30 2729.0 2687.0 SH
178 SH608 20250919 2720.0 2740.0 ... 81.89 2730.0 2686.0 SH
179 SH609 20250919 2704.0 2746.0 ... 212.73 2727.0 2710.0 SH
180 SM510 20250919 5920.0 5920.0 ... 7796.89 5880.0 5870.0 SM
181 SM511 20250919 5958.0 5988.0 ... 340828.24 5950.0 5946.0 SM
182 SM512 20250919 5958.0 5994.0 ... 68239.48 5966.0 5954.0 SM
183 SM601 20250919 5970.0 6012.0 ... 498718.17 5980.0 5976.0 SM
184 SM602 20250919 5976.0 6014.0 ... 247699.21 5978.0 5974.0 SM
185 SM603 20250919 5984.0 6026.0 ... 125.89 5996.0 5994.0 SM
186 SM604 20250919 5978.0 5978.0 ... 5.98 5978.0 5990.0 SM
187 SM605 20250919 6020.0 6050.0 ... 6701.37 6014.0 6010.0 SM
188 SM606 20250919 6004.0 6016.0 ... 9.01 6010.0 6020.0 SM
189 SM607 20250919 6024.0 6038.0 ... 18.09 6030.0 6042.0 SM
190 SM608 20250919 0.0 0.0 ... 0.00 6048.0 6048.0 SM
191 SM609 20250919 5996.0 6062.0 ... 592.73 6048.0 6038.0 SM
192 SR511 20250919 5494.0 5498.0 ... 129999.26 5483.0 5508.0 SR
193 SR601 20250919 5467.0 5475.0 ... 1231092.02 5460.0 5496.0 SR
194 SR603 20250919 5478.0 5627.0 ... 2518.62 5452.0 5484.0 SR
195 SR605 20250919 5454.0 5458.0 ... 123714.30 5443.0 5472.0 SR
196 SR607 20250919 5468.0 5468.0 ... 7015.44 5451.0 5481.0 SR
197 SR609 20250919 5482.0 5482.0 ... 3208.20 5465.0 5490.0 SR
198 TA510 20250919 4644.0 4652.0 ... 19846.93 4602.0 4674.0 TA
199 TA511 20250919 4660.0 4666.0 ... 337397.94 4620.0 4690.0 TA
200 TA512 20250919 4662.0 4678.0 ... 172696.00 4630.0 4706.0 TA
201 TA601 20250919 4674.0 4688.0 ... 1981431.35 4638.0 4708.0 TA
202 TA602 20250919 4684.0 4698.0 ... 29048.53 4648.0 4712.0 TA
203 TA603 20250919 4704.0 4704.0 ... 79.22 4660.0 4738.0 TA
204 TA604 20250919 0.0 0.0 ... 0.00 4644.0 4744.0 TA
205 TA605 20250919 4710.0 4726.0 ... 66900.31 4672.0 4740.0 TA
206 TA606 20250919 4722.0 4722.0 ... 7.05 4702.0 4730.0 TA
207 TA607 20250919 4708.0 4716.0 ... 7.06 4708.0 4760.0 TA
208 TA608 20250919 0.0 0.0 ... 0.00 4688.0 4746.0 TA
209 TA609 20250919 4752.0 4752.0 ... 159.95 4704.0 4760.0 TA
210 UR510 20250919 1580.0 1581.0 ... 2914.24 1574.0 1577.0 UR
211 UR511 20250919 1662.0 1662.0 ... 52488.70 1647.0 1653.0 UR
212 UR512 20250919 1663.0 1669.0 ... 16142.54 1657.0 1664.0 UR
213 UR601 20250919 1672.0 1676.0 ... 375626.62 1666.0 1671.0 UR
214 UR602 20250919 1679.0 1681.0 ... 672.08 1672.0 1677.0 UR
215 UR603 20250919 1724.0 1727.0 ... 106.45 1717.0 1722.0 UR
216 UR604 20250919 1727.0 1728.0 ... 17.24 1724.0 1725.0 UR
217 UR605 20250919 1725.0 1732.0 ... 25363.67 1724.0 1726.0 UR
218 UR606 20250919 1727.0 1730.0 ... 124.13 1724.0 1724.0 UR
219 UR607 20250919 1760.0 1763.0 ... 84.36 1758.0 1757.0 UR
220 UR608 20250919 1753.0 1753.0 ... 3.51 1753.0 1749.0 UR
221 UR609 20250919 1745.0 1752.0 ... 185.18 1747.0 1746.0 UR
222 WH511 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 16:25:16,611 - future_1d - INFO - ak.get_czce_daily('2025-09-19') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250919 ... 79840 79800 CU
1 1 CU2511 20250919 ... 79820 79780 CU
2 2 CU2512 20250919 ... 79810 79760 CU
3 3 CU2601 20250919 ... 79810 79800 CU
4 4 CU2602 20250919 ... 79800 79780 CU
5 5 CU2603 20250919 ... 79830 79840 CU
6 6 CU2604 20250919 ... 79860 79790 CU
7 7 CU2605 20250919 ... 79910 79820 CU
8 8 CU2606 20250919 ... 79850 79780 CU
9 9 CU2607 20250919 ... 79840 79720 CU
10 10 CU2608 20250919 ... 79800 79790 CU
11 11 CU2609 20250919 ... 79780 79830 CU
12 12 BC2510 20250919 ... 70760 70760 BC
13 13 BC2511 20250919 ... 70890 70820 BC
14 14 BC2512 20250919 ... 71670 71670 BC
15 15 BC2601 20250919 ... 71000 71000 BC
16 16 BC2602 20250919 ... 71100 71100 BC
17 17 BC2603 20250919 ... 71200 71200 BC
18 18 BC2604 20250919 ... 71300 71300 BC
19 19 BC2605 20250919 ... 71300 71300 BC
20 20 BC2606 20250919 ... 71400 71400 BC
21 21 BC2607 20250919 ... 71400 71400 BC
22 22 BC2608 20250919 ... 71400 71400 BC
23 23 BC2609 20250919 ... 71550 71550 BC
24 24 AL2510 20250919 ... 20805 20775 AL
25 25 AL2511 20250919 ... 20820 20795 AL
26 26 AL2512 20250919 ... 20820 20790 AL
27 27 AL2601 20250919 ... 20815 20790 AL
28 28 AL2602 20250919 ... 20815 20790 AL
29 29 AL2603 20250919 ... 20840 20810 AL
30 30 AL2604 20250919 ... 20855 20820 AL
31 31 AL2605 20250919 ... 20865 20825 AL
32 32 AL2606 20250919 ... 20850 20845 AL
33 33 AL2607 20250919 ... 20865 20825 AL
34 34 AL2608 20250919 ... 20885 20830 AL
35 35 AL2609 20250919 ... 20850 20835 AL
36 36 ZN2510 20250919 ... 22065 22075 ZN
37 37 ZN2511 20250919 ... 22060 22085 ZN
38 38 ZN2512 20250919 ... 22080 22115 ZN
39 39 ZN2601 20250919 ... 22100 22150 ZN
40 40 ZN2602 20250919 ... 22125 22180 ZN
41 41 ZN2603 20250919 ... 22160 22175 ZN
42 42 ZN2604 20250919 ... 22200 22225 ZN
43 43 ZN2605 20250919 ... 22230 22260 ZN
44 44 ZN2606 20250919 ... 22240 22265 ZN
45 45 ZN2607 20250919 ... 22260 22275 ZN
46 46 ZN2608 20250919 ... 22290 22295 ZN
47 47 ZN2609 20250919 ... 22305 22335 ZN
48 48 PB2510 20250919 ... 17140 17110 PB
49 49 PB2511 20250919 ... 17170 17130 PB
50 50 PB2512 20250919 ... 17175 17135 PB
51 51 PB2601 20250919 ... 17170 17135 PB
52 52 PB2602 20250919 ... 17175 17175 PB
53 53 PB2603 20250919 ... 17190 17190 PB
54 54 PB2604 20250919 ... 17235 17195 PB
55 55 PB2605 20250919 ... 17210 17180 PB
56 56 PB2606 20250919 ... 17145 17145 PB
57 57 PB2607 20250919 ... 17225 17185 PB
58 58 PB2608 20250919 ... 17245 17190 PB
59 59 PB2609 20250919 ... 17210 17220 PB
60 60 NI2510 20250919 ... 121320 121570 NI
61 61 NI2511 20250919 ... 121520 121700 NI
62 62 NI2512 20250919 ... 121810 121890 NI
63 63 NI2601 20250919 ... 121930 122100 NI
64 64 NI2602 20250919 ... 122110 122330 NI
65 65 NI2603 20250919 ... 122540 122460 NI
66 66 NI2604 20250919 ... 122710 122640 NI
67 67 NI2605 20250919 ... 122950 122910 NI
68 68 NI2606 20250919 ... 123120 123030 NI
69 69 NI2607 20250919 ... 123440 123210 NI
70 70 NI2608 20250919 ... 123490 123600 NI
71 71 NI2609 20250919 ... 123530 123850 NI
72 72 SN2510 20250919 ... 268470 270240 SN
73 73 SN2511 20250919 ... 268840 270460 SN
74 74 SN2512 20250919 ... 269060 270420 SN
75 75 SN2601 20250919 ... 269200 270430 SN
76 76 SN2602 20250919 ... 269420 270580 SN
77 77 SN2603 20250919 ... 269440 270650 SN
78 78 SN2604 20250919 ... 270080 271420 SN
79 79 SN2605 20250919 ... 269840 270780 SN
80 80 SN2606 20250919 ... 269920 271460 SN
81 81 SN2607 20250919 ... 270550 272240 SN
82 82 SN2608 20250919 ... 270360 272130 SN
83 83 SN2609 20250919 ... 271330 271810 SN
84 84 AO2510 20250919 ... 2915 2923 AO
85 85 AO2511 20250919 ... 2919 2927 AO
86 86 AO2512 20250919 ... 2927 2935 AO
87 87 AO2601 20250919 ... 2936 2948 AO
88 88 AO2602 20250919 ... 2947 2949 AO
89 89 AO2603 20250919 ... 3016 3019 AO
90 90 AO2604 20250919 ... 3023 3025 AO
91 91 AO2605 20250919 ... 3029 3032 AO
92 92 AO2606 20250919 ... 3032 3036 AO
93 93 AO2607 20250919 ... 3038 3043 AO
94 94 AO2608 20250919 ... 3048 3059 AO
95 95 AO2609 20250919 ... 3062 3081 AO
96 96 AD2511 20250919 ... 20320 20325 AD
97 97 AD2512 20250919 ... 20350 20355 AD
98 98 AD2601 20250919 ... 20380 20345 AD
99 99 AD2602 20250919 ... 20355 20365 AD
100 100 AD2603 20250919 ... 20415 20500 AD
101 101 AD2604 20250919 ... 20345 20485 AD
102 102 AD2605 20250919 ... 20355 20355 AD
103 103 AD2606 20250919 ... 20305 20305 AD
104 104 AD2607 20250919 ... 20510 20510 AD
105 105 AD2608 20250919 ... 20515 20515 AD
106 106 AD2609 20250919 ... 20515 20515 AD
107 107 AU2510 20250919 ... 826.86 831.8 AU
108 108 AU2511 20250919 ... 828.7 832.92 AU
109 109 AU2512 20250919 ... 829.78 833.96 AU
110 110 AU2602 20250919 ... 832.14 836.52 AU
111 111 AU2604 20250919 ... 834.24 838.64 AU
112 112 AU2606 20250919 ... 836.56 840.78 AU
113 113 AU2608 20250919 ... 839.52 843.44 AU
114 114 AU2610 20250919 ... 842.9 846.74 AU
115 115 AG2510 20250919 ... 9903 9882 AG
116 116 AG2511 20250919 ... 9928 9884 AG
117 117 AG2512 20250919 ... 9938 9908 AG
118 118 AG2601 20250919 ... 9951 9921 AG
119 119 AG2602 20250919 ... 9960 9934 AG
120 120 AG2603 20250919 ... 9983 9939 AG
121 121 AG2604 20250919 ... 9989 9961 AG
122 122 AG2605 20250919 ... 10006 9971 AG
123 123 AG2606 20250919 ... 10021 9976 AG
124 124 AG2607 20250919 ... 10032 10001 AG
125 125 AG2608 20250919 ... 10046 10003 AG
126 126 AG2609 20250919 ... 10059 10025 AG
127 127 RB2510 20250919 ... 3069 3057 RB
128 128 RB2511 20250919 ... 3083 3075 RB
129 129 RB2512 20250919 ... 3139 3131 RB
130 130 RB2601 20250919 ... 3158 3149 RB
131 131 RB2602 20250919 ... 3162 3155 RB
132 132 RB2603 20250919 ... 3184 3179 RB
133 133 RB2604 20250919 ... 3198 3217 RB
134 134 RB2605 20250919 ... 3218 3208 RB
135 135 RB2606 20250919 ... 3230 3227 RB
136 136 RB2607 20250919 ... 3241 3240 RB
137 137 RB2608 20250919 ... 3239 3238 RB
138 138 RB2609 20250919 ... 3253 3242 RB
139 139 WR2510 20250919 ... 3283 3279 WR
140 140 WR2511 20250919 ... 3302 3302 WR
141 141 WR2512 20250919 ... 3324 3324 WR
142 142 WR2601 20250919 ... 3349 3349 WR
143 143 WR2602 20250919 ... 3358 3358 WR
144 144 WR2603 20250919 ... 3399 3395 WR
145 145 WR2604 20250919 ... 3389 3389 WR
146 146 WR2605 20250919 ... 3414 3414 WR
147 147 WR2606 20250919 ... 3372 3372 WR
148 148 WR2607 20250919 ... 3390 3390 WR
149 149 WR2608 20250919 ... 3399 3399 WR
150 150 WR2609 20250919 ... 3466 3553 WR
151 151 HC2510 20250919 ... 3400 3403 HC
152 152 HC2511 20250919 ... 3382 3390 HC
153 153 HC2512 20250919 ... 3370 3383 HC
154 154 HC2601 20250919 ... 3362 3368 HC
155 155 HC2602 20250919 ... 3360 3374 HC
156 156 HC2603 20250919 ... 3365 3370 HC
157 157 HC2604 20250919 ... 3371 3373 HC
158 158 HC2605 20250919 ... 3372 3377 HC
159 159 HC2606 20250919 ... 3377 3395 HC
160 160 HC2607 20250919 ... 3384 3402 HC
161 161 HC2608 20250919 ... 3381 3385 HC
162 162 HC2609 20250919 ... 3401 3407 HC
163 163 SS2510 20250919 ... 12755 12790 SS
164 164 SS2511 20250919 ... 12870 12910 SS
165 165 SS2512 20250919 ... 12910 12950 SS
166 166 SS2601 20250919 ... 12970 13020 SS
167 167 SS2602 20250919 ... 13025 13095 SS
168 168 SS2603 20250919 ... 13105 13145 SS
169 169 SS2604 20250919 ... 13155 13205 SS
170 170 SS2605 20250919 ... 13225 13280 SS
171 171 SS2606 20250919 ... 13315 13315 SS
172 172 SS2607 20250919 ... 13350 13350 SS
173 173 SS2608 20250919 ... 13400 13415 SS
174 174 SS2609 20250919 ... 13475 13495 SS
175 175 SC2510 20250919 ... 492.1 495.5 SC
176 176 SC2511 20250919 ... 491.2 496.3 SC
177 177 SC2512 20250919 ... 489.8 493.5 SC
178 178 SC2601 20250919 ... 488.5 491.9 SC
179 179 SC2602 20250919 ... 486.6 490.4 SC
180 180 SC2603 20250919 ... 486 489.8 SC
181 181 SC2604 20250919 ... 486 488 SC
182 182 SC2605 20250919 ... 485.4 487.2 SC
183 183 SC2606 20250919 ... 485.8 487 SC
184 184 SC2607 20250919 ... 484.6 485.2 SC
185 185 SC2608 20250919 ... 483 483.9 SC
186 186 SC2609 20250919 ... 480.8 483.8 SC
187 187 SC2612 20250919 ... 477.1 482.5 SC
188 188 SC2703 20250919 ... 475.1 475.1 SC
189 189 SC2706 20250919 ... 469.2 476.8 SC
190 190 SC2709 20250919 ... 473.2 473.2 SC
191 191 SC2712 20250919 ... 472.9 474.1 SC
192 192 SC2803 20250919 ... 471 471.2 SC
193 193 SC2806 20250919 ... 467.5 472.5 SC
194 194 SC2809 20250919 ... 465.7 465.7 SC
195 195 LU2510 20250919 ... 3372 3418 LU
196 196 LU2511 20250919 ... 3405 3428 LU
197 197 LU2512 20250919 ... 3388 3410 LU
198 198 LU2601 20250919 ... 3382 3403 LU
199 199 LU2602 20250919 ... 3362 3389 LU
200 200 LU2603 20250919 ... 3362 3378 LU
201 201 LU2604 20250919 ... 3345 3365 LU
202 202 LU2605 20250919 ... 3346 3374 LU
203 203 LU2606 20250919 ... 3352 3360 LU
204 204 LU2607 20250919 ... 3350 3358 LU
205 205 LU2608 20250919 ... 3342 3346 LU
206 206 LU2609 20250919 ... 3329 3325 LU
207 207 FU2510 20250919 ... 2834 2811 FU
208 208 FU2511 20250919 ... 2850 2834 FU
209 209 FU2512 20250919 ... 2830 2821 FU
210 210 FU2601 20250919 ... 2818 2807 FU
211 211 FU2602 20250919 ... 2795 2788 FU
212 212 FU2603 20250919 ... 2788 2779 FU
213 213 FU2604 20250919 ... 2783 2773 FU
214 214 FU2605 20250919 ... 2772 2763 FU
215 215 FU2606 20250919 ... 2756 2749 FU
216 216 FU2607 20250919 ... 2737 2738 FU
217 217 FU2608 20250919 ... 2729 2727 FU
218 218 FU2609 20250919 ... 2711 2707 FU
219 219 BU2510 20250919 ... 3433 3443 BU
220 220 BU2511 20250919 ... 3425 3436 BU
221 221 BU2512 20250919 ... 3381 3393 BU
222 222 BU2601 20250919 ... 3361 3375 BU
223 223 BU2602 20250919 ... 3363 3377 BU
224 224 BU2603 20250919 ... 3364 3382 BU
225 225 BU2604 20250919 ... 3364 3367 BU
226 226 BU2605 20250919 ... 3347 3375 BU
227 227 BU2606 20250919 ... 3356 3371 BU
228 228 BU2607 20250919 ... 3348 3348 BU
229 229 BU2608 20250919 ... 3369 3369 BU
230 230 BU2609 20250919 ... 3349 3356 BU
231 231 BU2612 20250919 ... 3314 3314 BU
232 232 BU2703 20250919 ... 3312 3322 BU
233 233 BU2706 20250919 ... 3318 3331 BU
234 234 BU2709 20250919 ... 3342 3314 BU
235 235 BR2510 20250919 ... 11545 11510 BR
236 236 BR2511 20250919 ... 11470 11455 BR
237 237 BR2512 20250919 ... 11460 11450 BR
238 238 BR2601 20250919 ... 11470 11470 BR
239 239 BR2602 20250919 ... 11500 11460 BR
240 240 BR2603 20250919 ... 11475 11490 BR
241 241 BR2604 20250919 ... 11535 11560 BR
242 242 BR2605 20250919 ... 11525 11500 BR
243 243 BR2606 20250919 ... 11630 11635 BR
244 244 BR2607 20250919 ... 11715 11715 BR
245 245 BR2608 20250919 ... 11770 11780 BR
246 246 BR2609 20250919 ... 11645 11675 BR
247 247 RU2510 20250919 ... 14670 14740 RU
248 248 RU2511 20250919 ... 14645 14700 RU
249 249 RU2601 20250919 ... 15530 15630 RU
250 250 RU2603 20250919 ... 15525 15705 RU
251 251 RU2604 20250919 ... 15505 15650 RU
252 252 RU2605 20250919 ... 15515 15610 RU
253 253 RU2606 20250919 ... 15565 15670 RU
254 254 RU2607 20250919 ... 15585 15780 RU
255 255 RU2608 20250919 ... 15585 15660 RU
256 256 RU2609 20250919 ... 15570 15665 RU
257 257 NR2510 20250919 ... 12280 12305 NR
258 258 NR2511 20250919 ... 12290 12330 NR
259 259 NR2512 20250919 ... 12335 12355 NR
260 260 NR2601 20250919 ... 12370 12400 NR
261 261 NR2602 20250919 ... 12405 12455 NR
262 262 NR2603 20250919 ... 12375 12435 NR
263 263 NR2604 20250919 ... 12435 12405 NR
264 264 NR2605 20250919 ... 12470 12455 NR
265 265 NR2606 20250919 ... 12440 12440 NR
266 266 NR2607 20250919 ... 12650 12655 NR
267 267 NR2608 20250919 ... 12685 12685 NR
268 268 NR2609 20250919 ... 12510 12510 NR
269 269 SP2510 20250919 ... 4990 4986 SP
270 270 SP2511 20250919 ... 5020 5008 SP
271 271 SP2512 20250919 ... 5038 5026 SP
272 272 SP2601 20250919 ... 5320 5318 SP
273 273 SP2602 20250919 ... 5310 5316 SP
274 274 SP2603 20250919 ... 5324 5328 SP
275 275 SP2604 20250919 ... 5322 5318 SP
276 276 SP2605 20250919 ... 5338 5336 SP
277 277 SP2606 20250919 ... 5338 5342 SP
278 278 SP2607 20250919 ... 5346 5346 SP
279 279 SP2608 20250919 ... 5344 5338 SP
280 280 SP2609 20250919 ... 5354 5352 SP
281 281 OP2601 20250919 ... 4232 4232 OP
282 282 OP2602 20250919 ... 4232 4234 OP
283 283 OP2603 20250919 ... 4238 4228 OP
284 284 OP2604 20250919 ... 4260 4260 OP
285 285 OP2605 20250919 ... 4256 4256 OP
286 286 OP2606 20250919 ... 4242 4242 OP
287 287 OP2607 20250919 ... 4258 4262 OP
288 288 OP2608 20250919 ... 4244 4242 OP
289 289 OP2609 20250919 ... 4342 4256 OP
290 290 EC2510 20250919 ... 1072.3 1117.6 EC
291 291 EC2512 20250919 ... 1626.1 1663 EC
292 292 EC2602 20250919 ... 1552.7 1564.7 EC
293 293 EC2604 20250919 ... 1250.7 1271.7 EC
294 294 EC2606 20250919 ... 1438.3 1456.6 EC
295 295 EC2608 20250919 ... 1595 1615.3 EC
296 297 SC_TAS2511 20250919 ... SC_TAS
297 298 SC_TAS2512 20250919 ... SC_TAS
298 299 SC_TAS2601 20250919 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 16:25:16,717 - future_1d - INFO - ak.get_shfe_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250919 492.4 497 ... 79529.8 492.1 495.5 SC
1 SC2511 20250919 496 496.8 ... 5350084.38 491.2 496.3 SC
2 SC2512 20250919 492.5 495.2 ... 691817.35 489.8 493.5 SC
3 SC2601 20250919 491.4 494 ... 197806.98 488.5 491.9 SC
4 SC2602 20250919 490.2 492 ... 26665.74 486.6 490.4 SC
5 SC2603 20250919 489.5 491.1 ... 17934.02 486 489.8 SC
6 SC2604 20250919 489.4 490.2 ... 12977.04 486 488 SC
7 SC2605 20250919 487.4 488.9 ... 3203.87 485.4 487.2 SC
8 SC2606 20250919 486.1 488.8 ... 10883.51 485.8 487 SC
9 SC2607 20250919 486.3 486.3 ... 484.66 484.6 485.2 SC
10 SC2608 20250919 483.8 483.8 ... 96.6 483 483.9 SC
11 SC2609 20250919 480.2 482.1 ... 144.25 480.8 483.8 SC
12 SC2612 20250919 477.9 477.9 ... 95.42 477.1 482.5 SC
13 SC2703 20250919 ... 0 475.1 475.1 SC
14 SC2706 20250919 469.2 469.2 ... 93.84 469.2 476.8 SC
15 SC2709 20250919 ... 0 473.2 473.2 SC
16 SC2712 20250919 475.8 475.8 ... 331.07 472.9 474.1 SC
17 SC2803 20250919 ... 0 471 471.2 SC
18 SC2806 20250919 466.3 470.4 ... 280.52 467.5 472.5 SC
19 SC2809 20250919 ... 0 465.7 465.7 SC
21 LU2510 20250919 3386 3403 ... 1433.485 3372 3418 LU
22 LU2511 20250919 3423 3435 ... 264241.092 3405 3428 LU
23 LU2512 20250919 3406 3423 ... 124304.829 3388 3410 LU
24 LU2601 20250919 3402 3415 ... 30635.477 3382 3403 LU
25 LU2602 20250919 3384 3400 ... 1701.261 3362 3389 LU
26 LU2603 20250919 3412 3412 ... 43.712 3362 3378 LU
27 LU2604 20250919 3345 3345 ... 3.345 3345 3365 LU
28 LU2605 20250919 3352 3352 ... 10.038 3346 3374 LU
29 LU2606 20250919 3375 3375 ... 13.411 3352 3360 LU
30 LU2607 20250919 3371 3371 ... 10.051 3350 3358 LU
31 LU2608 20250919 3356 3356 ... 23.4 3342 3346 LU
32 LU2609 20250919 3335 3351 ... 43.282 3329 3325 LU
34 NR2510 20250919 12305 12350 ... 45954.425 12280 12305 NR
35 NR2511 20250919 12350 12365 ... 1022204.27 12290 12330 NR
36 NR2512 20250919 12380 12410 ... 203639.26 12335 12355 NR
37 NR2601 20250919 12425 12445 ... 177399.435 12370 12400 NR
38 NR2602 20250919 12440 12440 ... 2394.74 12405 12455 NR
39 NR2603 20250919 12405 12405 ... 136.14 12375 12435 NR
40 NR2604 20250919 12500 12500 ... 410.47 12435 12405 NR
41 NR2605 20250919 12480 12480 ... 24.945 12470 12455 NR
42 NR2606 20250919 ... 0 12440 12440 NR
43 NR2607 20250919 ... 0 12650 12655 NR
44 NR2608 20250919 ... 0 12685 12685 NR
45 NR2609 20250919 ... 0 12510 12510 NR
47 BC2510 20250919 70680 71010 ... 115551.94 70760 70760 BC
48 BC2511 20250919 70700 71080 ... 29847.295 70890 70820 BC
49 BC2512 20250919 ... 0 71670 71670 BC
50 BC2601 20250919 ... 0 71000 71000 BC
51 BC2602 20250919 ... 0 71100 71100 BC
52 BC2603 20250919 ... 0 71200 71200 BC
53 BC2604 20250919 ... 0 71300 71300 BC
54 BC2605 20250919 ... 0 71300 71300 BC
55 BC2606 20250919 ... 0 71400 71400 BC
56 BC2607 20250919 ... 0 71400 71400 BC
57 BC2608 20250919 ... 0 71400 71400 BC
58 BC2609 20250919 ... 0 71550 71550 BC
60 EC2510 20250919 1105 1106 ... 177534.134 1072.3 1117.6 EC
61 EC2512 20250919 1666.1 1666.1 ... 94181.2335 1626.1 1663 EC
62 EC2602 20250919 1564.5 1565 ... 17841.469 1552.7 1564.7 EC
63 EC2604 20250919 1260.5 1262.7 ... 8086.0645 1250.7 1271.7 EC
64 EC2606 20250919 1437.7 1451.6 ... 949.307 1438.3 1456.6 EC
65 EC2608 20250919 1601.2 1606.5 ... 925.154 1595 1615.3 EC
68 SC_TAS2511 20250919 ... SC_TAS
69 SC_TAS2512 20250919 ... SC_TAS
70 SC_TAS2601 20250919 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 16:25:16,818 - future_1d - INFO - ak.get_ine_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 PS2510 20250919 53200.0 ... 53040.0 53200.0 PS
1 PS2511 20250919 53365.0 ... 52910.0 53160.0 PS
2 PS2512 20250919 56000.0 ... 55320.0 55775.0 PS
3 PS2601 20250919 55600.0 ... 55030.0 55590.0 PS
4 PS2602 20250919 55800.0 ... 55135.0 55695.0 PS
5 PS2603 20250919 55775.0 ... 55205.0 55635.0 PS
6 PS2604 20250919 55840.0 ... 54950.0 55870.0 PS
7 PS2605 20250919 55750.0 ... 54930.0 55705.0 PS
8 PS2606 20250919 57620.0 ... 56920.0 58010.0 PS
9 PS2607 20250919 58010.0 ... 56815.0 57890.0 PS
10 PS2608 20250919 58160.0 ... 57180.0 57885.0 PS
11 PS2609 20250919 58200.0 ... 56995.0 57975.0 PS
13 SI2510 20250919 8900.0 ... 8975.0 8940.0 SI
14 SI2511 20250919 8885.0 ... 9025.0 8980.0 SI
15 SI2512 20250919 9300.0 ... 9420.0 9355.0 SI
16 SI2601 20250919 9260.0 ... 9405.0 9355.0 SI
17 SI2602 20250919 9255.0 ... 9425.0 9350.0 SI
18 SI2603 20250919 9365.0 ... 9500.0 9360.0 SI
19 SI2604 20250919 9360.0 ... 9550.0 9385.0 SI
20 SI2605 20250919 9365.0 ... 9405.0 9390.0 SI
21 SI2606 20250919 9375.0 ... 9470.0 9425.0 SI
22 SI2607 20250919 9365.0 ... 9480.0 9385.0 SI
23 SI2608 20250919 9425.0 ... 9475.0 9410.0 SI
24 SI2609 20250919 9345.0 ... 9440.0 9390.0 SI
27 LC2510 20250919 72500.0 ... 73320.0 72620.0 LC
28 LC2511 20250919 72500.0 ... 73460.0 72780.0 LC
29 LC2512 20250919 73000.0 ... 73600.0 72840.0 LC
30 LC2601 20250919 73080.0 ... 73620.0 72840.0 LC
31 LC2602 20250919 72660.0 ... 73280.0 72580.0 LC
32 LC2603 20250919 72520.0 ... 73480.0 72780.0 LC
33 LC2604 20250919 73500.0 ... 74060.0 73520.0 LC
34 LC2605 20250919 73620.0 ... 74040.0 73420.0 LC
35 LC2606 20250919 73280.0 ... 73840.0 73260.0 LC
36 LC2607 20250919 72960.0 ... 73700.0 73160.0 LC
37 LC2608 20250919 73120.0 ... 73740.0 73060.0 LC
38 LC2609 20250919 73320.0 ... 73820.0 72980.0 LC
[36 rows x 12 columns]
2025-09-29 16:25:17,092 - future_1d - INFO - ak.get_gfex_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 IC2509 20250919 7177.200 ... 7182.620 7164.600 IC
1 IC2510 20250919 7120.000 ... 7117.800 7090.800 IC
2 IC2512 20250919 6995.600 ... 6999.000 6960.200 IC
3 IC2603 20250919 6833.000 ... 6831.000 6793.600 IC
4 IF2509 20250919 4493.000 ... 4509.780 4483.400 IF
5 IF2510 20250919 4478.000 ... 4495.000 4470.200 IF
6 IF2512 20250919 4455.000 ... 4470.400 4440.000 IF
7 IF2603 20250919 4425.000 ... 4446.600 4416.400 IF
8 IH2509 20250919 2911.600 ... 2918.050 2907.800 IH
9 IH2510 20250919 2912.400 ... 2917.400 2904.200 IH
10 IH2512 20250919 2917.400 ... 2917.400 2903.400 IH
11 IH2603 20250919 2916.000 ... 2919.600 2906.000 IH
12 IM2509 20250919 7461.400 ... 7448.680 7449.200 IM
13 IM2510 20250919 7380.000 ... 7361.000 7366.800 IM
14 IM2512 20250919 7224.000 ... 7202.200 7206.200 IM
15 IM2603 20250919 7003.400 ... 6994.000 7001.800 IM
16 T2512 20250919 108.080 ... 107.755 108.065 T
17 T2603 20250919 107.715 ... 107.420 107.735 T
18 T2606 20250919 107.590 ... 107.285 107.565 T
19 TF2512 20250919 105.820 ... 105.630 105.815 TF
20 TF2603 20250919 105.695 ... 105.510 105.685 TF
21 TF2606 20250919 105.570 ... 105.420 105.590 TF
22 TL2512 20250919 115.640 ... 114.880 115.680 TL
23 TL2603 20250919 115.320 ... 114.570 115.360 TL
24 TL2606 20250919 115.330 ... 114.540 115.310 TL
25 TS2512 20250919 102.420 ... 102.358 102.414 TS
26 TS2603 20250919 102.330 ... 102.292 102.340 TS
27 TS2606 20250919 102.288 ... 102.274 102.302 TS
[28 rows x 12 columns]
2025-09-29 16:25:17,672 - future_1d - INFO - ak.get_cffex_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 a2511 20250919 3906.00 ... 3906.00 3892.00 A
1 a2601 20250919 3901.00 ... 3903.00 3893.00 A
2 a2603 20250919 3907.00 ... 3909.00 3900.00 A
3 a2605 20250919 3943.00 ... 3948.00 3940.00 A
4 a2607 20250919 3950.00 ... 3952.00 3944.00 A
5 a2609 20250919 3960.00 ... 3961.00 3953.00 A
6 b2510 20250919 3661.00 ... 3687.00 3674.00 B
7 b2511 20250919 3659.00 ... 3685.00 3670.00 B
8 b2512 20250919 3700.00 ... 3719.00 3709.00 B
9 b2601 20250919 3690.00 ... 3715.00 3704.00 B
10 b2602 20250919 3691.00 ... 3706.00 3687.00 B
11 b2603 20250919 3648.00 ... 3658.00 3654.00 B
12 b2604 20250919 3543.00 ... 3558.00 3545.00 B
13 b2605 20250919 3472.00 ... 3489.00 3484.00 B
14 b2606 20250919 3448.00 ... 3465.00 3459.00 B
15 b2607 20250919 3462.00 ... 3464.00 3457.00 B
16 b2608 20250919 3350.00 ... 3521.00 3562.00 B
17 b2609 20250919 3565.00 ... 3578.00 3574.00 B
18 bb2511 20250919 141.85 ... 142.00 142.20 BB
19 bb2601 20250919 0.00 ... 146.65 146.65 BB
20 bb2603 20250919 0.00 ... 146.85 146.85 BB
21 bb2605 20250919 0.00 ... 141.45 141.60 BB
22 bb2607 20250919 0.00 ... 146.20 146.40 BB
23 bb2609 20250919 0.00 ... 146.20 146.40 BB
24 bz2603 20250919 5999.00 ... 5979.00 6021.00 BZ
25 bz2604 20250919 5964.00 ... 5947.00 5974.00 BZ
26 bz2605 20250919 5982.00 ... 5975.00 5981.00 BZ
27 bz2606 20250919 0.00 ... 5954.00 5954.00 BZ
28 bz2607 20250919 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250919 0.00 ... 5949.00 5955.00 BZ
30 c2511 20250919 2178.00 ... 2171.00 2170.00 C
31 c2601 20250919 2165.00 ... 2161.00 2162.00 C
32 c2603 20250919 2173.00 ... 2171.00 2171.00 C
33 c2605 20250919 2229.00 ... 2228.00 2229.00 C
34 c2607 20250919 2240.00 ... 2239.00 2241.00 C
35 c2609 20250919 2179.00 ... 2234.00 2254.00 C
36 cs2511 20250919 2472.00 ... 2468.00 2465.00 CS
37 cs2601 20250919 2489.00 ... 2483.00 2489.00 CS
38 cs2603 20250919 2492.00 ... 2489.00 2492.00 CS
39 cs2605 20250919 2576.00 ... 2570.00 2573.00 CS
40 cs2607 20250919 2573.00 ... 2573.00 2577.00 CS
41 cs2609 20250919 2597.00 ... 2597.00 2597.00 CS
42 eb2509 20250919 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250919 7072.00 ... 7021.00 7079.00 EB
44 eb2511 20250919 7080.00 ... 7024.00 7090.00 EB
45 eb2512 20250919 7080.00 ... 7033.00 7099.00 EB
46 eb2601 20250919 7120.00 ... 7070.00 7130.00 EB
47 eb2602 20250919 7122.00 ... 7104.00 7156.00 EB
48 eb2603 20250919 7154.00 ... 7131.00 7183.00 EB
49 eb2604 20250919 7181.00 ... 7171.00 7230.00 EB
50 eb2605 20250919 7220.00 ... 7185.00 7251.00 EB
51 eb2606 20250919 0.00 ... 7260.00 7260.00 EB
52 eb2607 20250919 0.00 ... 7276.00 7283.00 EB
53 eb2608 20250919 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250919 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250919 4297.00 ... 4282.00 4314.00 EG
56 eg2511 20250919 4281.00 ... 4247.00 4275.00 EG
57 eg2512 20250919 4236.00 ... 4240.00 4275.00 EG
58 eg2601 20250919 4276.00 ... 4259.00 4282.00 EG
59 eg2602 20250919 4265.00 ... 4265.00 4284.00 EG
60 eg2603 20250919 4270.00 ... 4266.00 4298.00 EG
61 eg2604 20250919 4316.00 ... 4314.00 4338.00 EG
62 eg2605 20250919 4328.00 ... 4314.00 4340.00 EG
63 eg2606 20250919 4317.00 ... 4311.00 4358.00 EG
64 eg2607 20250919 4320.00 ... 4321.00 4343.00 EG
65 eg2608 20250919 0.00 ... 4399.00 4399.00 EG
66 fb2510 20250919 1255.00 ... 1259.50 1259.50 FB
67 fb2511 20250919 1254.00 ... 1254.00 1252.00 FB
68 fb2512 20250919 1257.50 ... 1255.00 1256.00 FB
69 fb2601 20250919 1255.50 ... 1253.50 1252.00 FB
70 fb2602 20250919 1255.00 ... 1254.00 1250.50 FB
71 fb2603 20250919 1247.00 ... 1247.00 1246.00 FB
72 fb2604 20250919 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250919 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250919 1303.50 ... 1298.00 1322.50 FB
75 fb2607 20250919 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250919 1269.50 ... 1270.00 1281.00 FB
77 fb2609 20250919 0.00 ... 1296.00 1296.00 FB
78 i2510 20250919 822.00 ... 823.50 820.50 I
79 i2511 20250919 815.00 ... 819.00 814.50 I
80 i2512 20250919 809.50 ... 813.00 809.00 I
81 i2601 20250919 802.50 ... 805.50 801.00 I
82 i2602 20250919 796.50 ... 801.00 795.50 I
83 i2603 20250919 791.50 ... 795.50 790.50 I
84 i2604 20250919 790.00 ... 790.50 786.50 I
85 i2605 20250919 779.00 ... 784.00 780.00 I
86 i2606 20250919 775.50 ... 778.50 775.00 I
87 i2607 20250919 770.00 ... 773.50 770.50 I
88 i2608 20250919 765.00 ... 768.50 765.50 I
89 i2609 20250919 760.50 ... 762.50 761.00 I
90 j2510 20250919 1623.00 ... 1624.00 1626.50 J
91 j2511 20250919 1641.50 ... 1657.50 1655.00 J
92 j2512 20250919 1700.00 ... 1700.00 1691.00 J
93 j2601 20250919 1709.00 ... 1725.50 1725.50 J
94 j2602 20250919 0.00 ... 1754.00 1754.00 J
95 j2603 20250919 0.00 ... 1763.50 1763.50 J
96 j2604 20250919 0.00 ... 1814.00 1814.00 J
97 j2605 20250919 1854.50 ... 1866.50 1853.50 J
98 j2606 20250919 1866.50 ... 1866.50 1879.50 J
99 j2607 20250919 0.00 ... 1878.50 1878.50 J
100 j2608 20250919 1884.50 ... 1891.00 1906.00 J
101 j2609 20250919 1901.00 ... 1923.50 1902.00 J
102 jd2509 20250919 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250919 3043.00 ... 3038.00 3041.00 JD
104 jd2511 20250919 3130.00 ... 3122.00 3119.00 JD
105 jd2512 20250919 3260.00 ... 3259.00 3242.00 JD
106 jd2601 20250919 3421.00 ... 3423.00 3396.00 JD
107 jd2602 20250919 3138.00 ... 3160.00 3131.00 JD
108 jd2603 20250919 3161.00 ... 3183.00 3148.00 JD
109 jd2604 20250919 3313.00 ... 3349.00 3318.00 JD
110 jd2605 20250919 3448.00 ... 3466.00 3432.00 JD
111 jd2606 20250919 3259.00 ... 3274.00 3245.00 JD
112 jd2607 20250919 3491.00 ... 3504.00 3484.00 JD
113 jd2608 20250919 3919.00 ... 3927.00 3916.00 JD
114 jm2510 20250919 1022.00 ... 1029.50 1034.00 JM
115 jm2511 20250919 1079.00 ... 1078.00 1082.00 JM
116 jm2512 20250919 1150.00 ... 1148.50 1148.50 JM
117 jm2601 20250919 1203.00 ... 1216.00 1215.50 JM
118 jm2602 20250919 1228.00 ... 1244.50 1237.00 JM
119 jm2603 20250919 1257.00 ... 1271.00 1258.50 JM
120 jm2604 20250919 1277.00 ... 1293.50 1281.00 JM
121 jm2605 20250919 1298.00 ... 1312.50 1302.50 JM
122 jm2606 20250919 1312.00 ... 1328.50 1316.00 JM
123 jm2607 20250919 1325.00 ... 1341.50 1326.00 JM
124 jm2608 20250919 1341.00 ... 1357.00 1339.00 JM
125 jm2609 20250919 1365.00 ... 1380.50 1360.50 JM
126 l2510 20250919 7107.00 ... 7095.00 7142.00 L
127 l2511 20250919 7159.00 ... 7128.00 7159.00 L
128 l2512 20250919 7163.00 ... 7158.00 7188.00 L
129 l2601 20250919 7202.00 ... 7181.00 7219.00 L
130 l2602 20250919 7186.00 ... 7177.00 7211.00 L
131 l2603 20250919 7203.00 ... 7193.00 7238.00 L
132 l2604 20250919 7238.00 ... 7233.00 7281.00 L
133 l2605 20250919 7250.00 ... 7228.00 7265.00 L
134 l2606 20250919 7216.00 ... 7225.00 7247.00 L
135 l2607 20250919 7241.00 ... 7238.00 7284.00 L
136 l2608 20250919 7255.00 ... 7256.00 7282.00 L
137 l2609 20250919 7272.00 ... 7264.00 7296.00 L
138 lg2509 20250919 780.00 ... 778.00 770.00 LG
139 lg2511 20250919 800.00 ... 804.00 806.00 LG
140 lg2601 20250919 817.00 ... 818.00 819.50 LG
141 lg2603 20250919 825.50 ... 824.50 824.50 LG
142 lg2605 20250919 830.50 ... 828.50 828.50 LG
143 lg2607 20250919 830.50 ... 828.50 830.50 LG
144 lh2509 20250919 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250919 12815.00 ... 12835.00 12885.00 LH
146 lh2601 20250919 13330.00 ... 13340.00 13395.00 LH
147 lh2603 20250919 12850.00 ... 12850.00 12915.00 LH
148 lh2605 20250919 13395.00 ... 13380.00 13460.00 LH
149 lh2607 20250919 14130.00 ... 14135.00 14215.00 LH
150 m2511 20250919 2968.00 ... 2975.00 2968.00 M
151 m2512 20250919 3011.00 ... 3024.00 3015.00 M
152 m2601 20250919 2995.00 ... 3004.00 3001.00 M
153 m2603 20250919 2932.00 ... 2949.00 2942.00 M
154 m2605 20250919 2768.00 ... 2777.00 2775.00 M
155 m2607 20250919 2754.00 ... 2768.00 2760.00 M
156 m2608 20250919 2874.00 ... 2885.00 2886.00 M
157 m2609 20250919 2882.00 ... 2889.00 2889.00 M
158 p2510 20250919 9186.00 ... 9242.00 9254.00 P
159 p2511 20250919 9256.00 ... 9292.00 9286.00 P
160 p2512 20250919 9292.00 ... 9318.00 9320.00 P
161 p2601 20250919 9314.00 ... 9340.00 9344.00 P
162 p2602 20250919 9300.00 ... 9318.00 9312.00 P
163 p2603 20250919 9248.00 ... 9280.00 9318.00 P
164 p2604 20250919 9214.00 ... 9230.00 9246.00 P
165 p2605 20250919 9118.00 ... 9138.00 9138.00 P
166 p2606 20250919 9032.00 ... 9032.00 9042.00 P
167 p2607 20250919 8932.00 ... 8930.00 8922.00 P
168 p2608 20250919 8864.00 ... 8864.00 8872.00 P
169 p2609 20250919 8814.00 ... 8812.00 8844.00 P
170 pg2509 20250919 3810.00 ... 3801.00 3805.00 PG
171 pg2510 20250919 4461.00 ... 4439.00 4466.00 PG
172 pg2511 20250919 4393.00 ... 4368.00 4400.00 PG
173 pg2512 20250919 4336.00 ... 4307.00 4336.00 PG
174 pg2601 20250919 4271.00 ... 4241.00 4270.00 PG
175 pg2602 20250919 4193.00 ... 4176.00 4209.00 PG
176 pg2603 20250919 4110.00 ... 4090.00 4123.00 PG
177 pg2604 20250919 4429.00 ... 4418.00 4451.00 PG
178 pg2605 20250919 4348.00 ... 4341.00 4379.00 PG
179 pg2606 20250919 4283.00 ... 4283.00 4297.00 PG
180 pg2607 20250919 0.00 ... 4247.00 4247.00 PG
181 pg2608 20250919 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250919 6825.00 ... 6816.00 6862.00 PP
183 pp2511 20250919 6878.00 ... 6846.00 6886.00 PP
184 pp2512 20250919 6895.00 ... 6883.00 6921.00 PP
185 pp2601 20250919 6930.00 ... 6917.00 6955.00 PP
186 pp2602 20250919 6901.00 ... 6900.00 6930.00 PP
187 pp2603 20250919 6898.00 ... 6899.00 6953.00 PP
188 pp2604 20250919 6934.00 ... 6927.00 6961.00 PP
189 pp2605 20250919 6970.00 ... 6959.00 6993.00 PP
190 pp2606 20250919 6917.00 ... 6921.00 6951.00 PP
191 pp2607 20250919 6902.00 ... 6890.00 6941.00 PP
192 pp2608 20250919 6902.00 ... 6900.00 6950.00 PP
193 pp2609 20250919 6931.00 ... 6926.00 6966.00 PP
194 rr2510 20250919 3608.00 ... 3608.00 3603.00 RR
195 rr2511 20250919 3610.00 ... 3614.00 3605.00 RR
196 rr2512 20250919 3600.00 ... 3605.00 3597.00 RR
197 rr2601 20250919 3621.00 ... 3620.00 3617.00 RR
198 rr2602 20250919 3602.00 ... 3603.00 3599.00 RR
199 rr2603 20250919 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250919 3616.00 ... 3616.00 3611.00 RR
201 rr2605 20250919 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250919 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250919 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250919 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250919 0.00 ... 3614.00 3614.00 RR
206 v2510 20250919 4810.00 ... 4834.00 4828.00 V
207 v2511 20250919 4844.00 ... 4867.00 4848.00 V
208 v2512 20250919 4887.00 ... 4908.00 4895.00 V
209 v2601 20250919 4927.00 ... 4949.00 4939.00 V
210 v2602 20250919 4967.00 ... 4984.00 4973.00 V
211 v2603 20250919 4999.00 ... 5016.00 5003.00 V
212 v2604 20250919 5203.00 ... 5222.00 5206.00 V
213 v2605 20250919 5229.00 ... 5252.00 5241.00 V
214 v2606 20250919 5280.00 ... 5286.00 5269.00 V
215 v2607 20250919 5301.00 ... 5314.00 5301.00 V
216 v2608 20250919 5332.00 ... 5342.00 5337.00 V
217 v2609 20250919 5347.00 ... 5374.00 5370.00 V
218 y2511 20250919 8294.00 ... 8350.00 8308.00 Y
219 y2512 20250919 8344.00 ... 8390.00 8346.00 Y
220 y2601 20250919 8298.00 ... 8336.00 8306.00 Y
221 y2603 20250919 8228.00 ... 8276.00 8276.00 Y
222 y2605 20250919 8034.00 ... 8060.00 8052.00 Y
223 y2607 20250919 7990.00 ... 8014.00 7998.00 Y
224 y2608 20250919 8008.00 ... 8024.00 8016.00 Y
225 y2609 20250919 7974.00 ... 7992.00 7988.00 Y
[226 rows x 12 columns]
2025-09-29 16:25:18,371 - future_1d - INFO - ak.get_dce_daily('2025-09-19') done
2025-09-29 16:25:20,153 - future_1d - INFO - save future_daily 2025-09-19 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250922 8479.0 8495.0 ... 35108.28 8448.0 8437.0 AP
1 AP511 20250922 8237.0 8285.0 ... 9132.05 8220.0 8233.0 AP
2 AP512 20250922 8216.0 8278.0 ... 1033.84 8205.0 8225.0 AP
3 AP601 20250922 8273.0 8350.0 ... 699317.95 8256.0 8290.0 AP
4 AP603 20250922 8166.0 8225.0 ... 931.58 8172.0 8183.0 AP
5 AP604 20250922 8107.0 8206.0 ... 326.76 8169.0 8194.0 AP
6 AP605 20250922 8240.0 8242.0 ... 7842.30 8195.0 8252.0 AP
7 CF511 20250922 13615.0 13640.0 ... 333313.68 13520.0 13625.0 CF
8 CF601 20250922 13740.0 13755.0 ... 2286431.97 13635.0 13745.0 CF
9 CF603 20250922 13700.0 13725.0 ... 4414.14 13605.0 13705.0 CF
10 CF605 20250922 13715.0 13745.0 ... 300977.45 13640.0 13715.0 CF
11 CF607 20250922 13735.0 13760.0 ... 2381.47 13645.0 13740.0 CF
12 CF609 20250922 13900.0 13920.0 ... 746.54 13825.0 13900.0 CF
13 CJ512 20250922 10680.0 10815.0 ... 6882.28 10695.0 10650.0 CJ
14 CJ601 20250922 10680.0 10835.0 ... 696790.67 10710.0 10680.0 CJ
15 CJ603 20250922 10620.0 10790.0 ... 17190.45 10665.0 10655.0 CJ
16 CJ605 20250922 10710.0 10825.0 ... 149851.15 10680.0 10725.0 CJ
17 CJ607 20250922 10795.0 10935.0 ... 5888.40 10785.0 10850.0 CJ
18 CJ609 20250922 10865.0 11020.0 ... 998.03 10905.0 10950.0 CJ
19 CY510 20250922 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250922 19765.0 19815.0 ... 120128.69 19665.0 19775.0 CY
21 CY512 20250922 0.0 0.0 ... 0.00 19590.0 19690.0 CY
22 CY601 20250922 19765.0 19825.0 ... 1182.01 19700.0 19800.0 CY
23 CY602 20250922 0.0 0.0 ... 0.00 19790.0 19810.0 CY
24 CY603 20250922 19705.0 19705.0 ... 9.85 19705.0 20160.0 CY
25 CY604 20250922 0.0 0.0 ... 0.00 19790.0 19945.0 CY
26 CY605 20250922 0.0 0.0 ... 0.00 19910.0 19990.0 CY
27 CY606 20250922 0.0 0.0 ... 0.00 19845.0 19975.0 CY
28 CY607 20250922 0.0 0.0 ... 0.00 20150.0 20290.0 CY
29 CY608 20250922 0.0 0.0 ... 0.00 19810.0 19935.0 CY
30 CY609 20250922 19945.0 20120.0 ... 60.10 20035.0 20240.0 CY
31 FG510 20250922 1101.0 1106.0 ... 6999.80 1089.0 1093.0 FG
32 FG511 20250922 1102.0 1107.0 ... 226888.15 1087.0 1095.0 FG
33 FG512 20250922 1216.0 1230.0 ... 123497.19 1211.0 1214.0 FG
34 FG601 20250922 1220.0 1230.0 ... 4208149.81 1212.0 1212.0 FG
35 FG602 20250922 1276.0 1285.0 ... 73961.48 1263.0 1268.0 FG
36 FG603 20250922 1285.0 1290.0 ... 1857.36 1274.0 1268.0 FG
37 FG604 20250922 1346.0 1351.0 ... 695.16 1332.0 1329.0 FG
38 FG605 20250922 1350.0 1355.0 ... 151749.60 1339.0 1337.0 FG
39 FG606 20250922 1376.0 1383.0 ... 614.91 1366.0 1365.0 FG
40 FG607 20250922 1375.0 1382.0 ... 2511.37 1366.0 1363.0 FG
41 FG608 20250922 1408.0 1415.0 ... 1299.50 1400.0 1395.0 FG
42 FG609 20250922 1405.0 1417.0 ... 5698.48 1405.0 1397.0 FG
43 JR511 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250922 2270.0 2274.0 ... 2445.91 2263.0 2264.0 MA
52 MA511 20250922 2296.0 2303.0 ... 166979.42 2291.0 2289.0 MA
53 MA512 20250922 2339.0 2341.0 ... 146417.13 2330.0 2333.0 MA
54 MA601 20250922 2364.0 2366.0 ... 1077703.27 2353.0 2356.0 MA
55 MA602 20250922 2380.0 2386.0 ... 30610.13 2374.0 2373.0 MA
56 MA603 20250922 2396.0 2405.0 ... 812.80 2398.0 2398.0 MA
57 MA604 20250922 2391.0 2400.0 ... 16.75 2393.0 2393.0 MA
58 MA605 20250922 2382.0 2390.0 ... 71305.63 2379.0 2382.0 MA
59 MA606 20250922 2392.0 2392.0 ... 14.31 2386.0 2385.0 MA
60 MA607 20250922 2368.0 2377.0 ... 68.64 2367.0 2373.0 MA
61 MA608 20250922 2355.0 2366.0 ... 61.36 2360.0 2368.0 MA
62 MA609 20250922 2351.0 2351.0 ... 2101.01 2337.0 2353.0 MA
63 OI511 20250922 10252.0 10327.0 ... 539379.81 10272.0 10221.0 OI
64 OI601 20250922 10079.0 10161.0 ... 2782367.67 10102.0 10046.0 OI
65 OI603 20250922 9814.0 9890.0 ... 4088.33 9851.0 9788.0 OI
66 OI605 20250922 9561.0 9647.0 ... 111614.49 9607.0 9558.0 OI
67 OI607 20250922 9552.0 9589.0 ... 1253.45 9568.0 9505.0 OI
68 OI609 20250922 9518.0 9546.0 ... 1058.11 9532.0 9482.0 OI
69 PF510 20250922 6306.0 6318.0 ... 6396.85 6296.0 6322.0 PF
70 PF511 20250922 6288.0 6306.0 ... 628345.90 6278.0 6320.0 PF
71 PF512 20250922 6266.0 6276.0 ... 347956.60 6244.0 6304.0 PF
72 PF601 20250922 6300.0 6322.0 ... 37718.83 6298.0 6340.0 PF
73 PF602 20250922 6310.0 6328.0 ... 64821.82 6300.0 6358.0 PF
74 PF603 20250922 6318.0 6330.0 ... 75.75 6314.0 6346.0 PF
75 PF604 20250922 6372.0 6372.0 ... 12.73 6366.0 6406.0 PF
76 PF605 20250922 6396.0 6396.0 ... 60.58 6378.0 6416.0 PF
77 PF606 20250922 6378.0 6378.0 ... 25.50 6376.0 6418.0 PF
78 PF607 20250922 6412.0 6412.0 ... 3.21 6412.0 6442.0 PF
79 PF608 20250922 0.0 0.0 ... 0.00 6420.0 6450.0 PF
80 PF609 20250922 6424.0 6452.0 ... 9.64 6428.0 6480.0 PF
81 PK510 20250922 7848.0 7856.0 ... 3608.19 7818.0 7868.0 PK
82 PK511 20250922 7834.0 7858.0 ... 322471.80 7820.0 7876.0 PK
83 PK512 20250922 7844.0 7862.0 ... 138594.65 7828.0 7872.0 PK
84 PK601 20250922 7858.0 7862.0 ... 37393.92 7832.0 7872.0 PK
85 PK603 20250922 7860.0 7872.0 ... 129.55 7852.0 7882.0 PK
86 PK604 20250922 7852.0 7864.0 ... 43.17 7850.0 7884.0 PK
87 PK605 20250922 7888.0 7890.0 ... 4625.97 7862.0 7890.0 PK
88 PL601 20250922 6384.0 6405.0 ... 69680.17 6373.0 6411.0 PL
89 PL602 20250922 6436.0 6438.0 ... 1102.88 6412.0 6454.0 PL
90 PL603 20250922 6421.0 6421.0 ... 25.68 6421.0 6445.0 PL
91 PL604 20250922 6415.0 6415.0 ... 25.63 6407.0 6463.0 PL
92 PL605 20250922 6350.0 6373.0 ... 101.51 6345.0 6385.0 PL
93 PL606 20250922 6384.0 6384.0 ... 12.77 6384.0 6424.0 PL
94 PL607 20250922 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250922 5810.0 5810.0 ... 2621.53 5788.0 5812.0 PR
104 PR511 20250922 5762.0 5778.0 ... 301092.80 5756.0 5794.0 PR
105 PR512 20250922 5768.0 5784.0 ... 334515.65 5760.0 5806.0 PR
106 PR601 20250922 5774.0 5782.0 ... 281542.36 5760.0 5802.0 PR
107 PR602 20250922 5796.0 5806.0 ... 3078.01 5780.0 5838.0 PR
108 PR603 20250922 5810.0 5818.0 ... 139.45 5810.0 5834.0 PR
109 PR604 20250922 5818.0 5828.0 ... 43.65 5820.0 5832.0 PR
110 PR605 20250922 5826.0 5828.0 ... 17.48 5828.0 5840.0 PR
111 PR606 20250922 0.0 0.0 ... 0.00 5904.0 5904.0 PR
112 PR607 20250922 0.0 0.0 ... 0.00 5912.0 5912.0 PR
113 PR608 20250922 0.0 0.0 ... 0.00 5914.0 5914.0 PR
114 PR609 20250922 0.0 0.0 ... 0.00 5888.0 5910.0 PR
115 PX510 20250922 6644.0 6678.0 ... 916.44 6666.0 6690.0 PX
116 PX511 20250922 6602.0 6654.0 ... 643956.64 6602.0 6640.0 PX
117 PX512 20250922 6598.0 6642.0 ... 277519.72 6594.0 6644.0 PX
118 PX601 20250922 6608.0 6628.0 ... 115700.73 6588.0 6634.0 PX
119 PX602 20250922 6608.0 6630.0 ... 9627.42 6590.0 6644.0 PX
120 PX603 20250922 0.0 0.0 ... 0.00 6584.0 6614.0 PX
121 PX604 20250922 6600.0 6600.0 ... 9.90 6600.0 6586.0 PX
122 PX605 20250922 6594.0 6624.0 ... 1867.18 6586.0 6628.0 PX
123 PX606 20250922 6620.0 6620.0 ... 3.31 6620.0 6606.0 PX
124 PX607 20250922 6588.0 6588.0 ... 9.88 6586.0 6614.0 PX
125 PX608 20250922 6602.0 6602.0 ... 6.60 6602.0 6622.0 PX
126 PX609 20250922 6644.0 6644.0 ... 6.63 6634.0 6652.0 PX
127 RI511 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250922 2541.0 2568.0 ... 18961.48 2553.0 2527.0 RM
134 RM601 20250922 2519.0 2552.0 ... 860518.75 2533.0 2498.0 RM
135 RM603 20250922 2414.0 2437.0 ... 20569.69 2423.0 2402.0 RM
136 RM605 20250922 2383.0 2397.0 ... 165640.91 2384.0 2374.0 RM
137 RM607 20250922 2375.0 2385.0 ... 7696.50 2373.0 2362.0 RM
138 RM608 20250922 2471.0 2480.0 ... 872.04 2470.0 2458.0 RM
139 RM609 20250922 2454.0 2469.0 ... 6114.84 2458.0 2447.0 RM
140 RS511 20250922 5329.0 5376.0 ... 58.80 5346.0 5329.0 RS
141 RS607 20250922 5595.0 5595.0 ... 155.95 5570.0 5568.0 RS
142 RS608 20250922 5595.0 5624.0 ... 150.64 5579.0 5570.0 RS
143 RS609 20250922 0.0 0.0 ... 0.00 5588.0 5588.0 RS
144 SA510 20250922 1235.0 1236.0 ... 11478.60 1219.0 1223.0 SA
145 SA511 20250922 1241.0 1247.0 ... 576015.20 1233.0 1233.0 SA
146 SA512 20250922 1308.0 1314.0 ... 250273.00 1298.0 1301.0 SA
147 SA601 20250922 1320.0 1326.0 ... 3524980.07 1307.0 1312.0 SA
148 SA602 20250922 1352.0 1357.0 ... 308874.09 1344.0 1344.0 SA
149 SA603 20250922 1357.0 1363.0 ... 3483.28 1345.0 1350.0 SA
150 SA604 20250922 1410.0 1410.0 ... 504.79 1387.0 1396.0 SA
151 SA605 20250922 1408.0 1416.0 ... 104701.84 1397.0 1403.0 SA
152 SA606 20250922 1421.0 1427.0 ... 966.83 1409.0 1415.0 SA
153 SA607 20250922 1423.0 1428.0 ... 3353.40 1411.0 1417.0 SA
154 SA608 20250922 1450.0 1456.0 ... 1683.28 1441.0 1440.0 SA
155 SA609 20250922 1454.0 1463.0 ... 6773.61 1447.0 1449.0 SA
156 SF510 20250922 5606.0 5606.0 ... 5220.47 5510.0 5594.0 SF
157 SF511 20250922 5760.0 5790.0 ... 802136.67 5692.0 5764.0 SF
158 SF512 20250922 5748.0 5784.0 ... 300500.11 5708.0 5746.0 SF
159 SF601 20250922 5760.0 5784.0 ... 236333.21 5672.0 5752.0 SF
160 SF602 20250922 5742.0 5754.0 ... 45401.13 5632.0 5710.0 SF
161 SF603 20250922 5900.0 5900.0 ... 104.57 5810.0 5870.0 SF
162 SF604 20250922 5888.0 5888.0 ... 20.57 5876.0 5876.0 SF
163 SF605 20250922 5868.0 5888.0 ... 4857.15 5794.0 5854.0 SF
164 SF606 20250922 5836.0 5840.0 ... 146.06 5728.0 5820.0 SF
165 SF607 20250922 6000.0 6000.0 ... 79.91 5920.0 5970.0 SF
166 SF608 20250922 5974.0 5974.0 ... 38.38 5906.0 5952.0 SF
167 SF609 20250922 5974.0 5974.0 ... 97.18 5890.0 5954.0 SF
168 SH510 20250922 2542.0 2543.0 ... 15410.73 2517.0 2523.0 SH
169 SH511 20250922 2580.0 2587.0 ... 567814.28 2553.0 2562.0 SH
170 SH512 20250922 2640.0 2649.0 ... 333560.83 2615.0 2618.0 SH
171 SH601 20250922 2645.0 2649.0 ... 2719570.17 2622.0 2623.0 SH
172 SH602 20250922 2670.0 2670.0 ... 56052.40 2640.0 2636.0 SH
173 SH603 20250922 2635.0 2684.0 ... 934.46 2662.0 2655.0 SH
174 SH604 20250922 2715.0 2715.0 ... 89.00 2697.0 2705.0 SH
175 SH605 20250922 2719.0 2731.0 ... 14781.20 2707.0 2706.0 SH
176 SH606 20250922 2739.0 2739.0 ... 89.65 2717.0 2727.0 SH
177 SH607 20250922 2730.0 2730.0 ... 16.30 2716.0 2729.0 SH
178 SH608 20250922 2729.0 2729.0 ... 57.02 2715.0 2730.0 SH
179 SH609 20250922 2740.0 2740.0 ... 163.34 2722.0 2727.0 SH
180 SM510 20250922 5920.0 5920.0 ... 12471.33 5798.0 5880.0 SM
181 SM511 20250922 5964.0 5972.0 ... 508950.22 5896.0 5950.0 SM
182 SM512 20250922 5982.0 5986.0 ... 103550.67 5906.0 5966.0 SM
183 SM601 20250922 5988.0 6002.0 ... 988130.11 5884.0 5980.0 SM
184 SM602 20250922 5966.0 6002.0 ... 334645.76 5936.0 5978.0 SM
185 SM603 20250922 5986.0 5996.0 ... 265.23 5894.0 5996.0 SM
186 SM604 20250922 6002.0 6002.0 ... 11.98 5992.0 5978.0 SM
187 SM605 20250922 6014.0 6042.0 ... 20961.67 5920.0 6014.0 SM
188 SM606 20250922 5964.0 5964.0 ... 23.62 5906.0 6010.0 SM
189 SM607 20250922 6038.0 6044.0 ... 32.91 5984.0 6030.0 SM
190 SM608 20250922 0.0 0.0 ... 0.00 5966.0 6048.0 SM
191 SM609 20250922 6050.0 6064.0 ... 888.25 5962.0 6048.0 SM
192 SR511 20250922 5500.0 5520.0 ... 120511.31 5497.0 5483.0 SR
193 SR601 20250922 5473.0 5478.0 ... 1012332.82 5461.0 5460.0 SR
194 SR603 20250922 5456.0 5466.0 ... 2228.85 5450.0 5452.0 SR
195 SR605 20250922 5454.0 5458.0 ... 83998.60 5442.0 5443.0 SR
196 SR607 20250922 5460.0 5464.0 ... 3106.98 5451.0 5451.0 SR
197 SR609 20250922 5471.0 5476.0 ... 2923.71 5465.0 5465.0 SR
198 TA510 20250922 4562.0 4580.0 ... 22964.55 4562.0 4602.0 TA
199 TA511 20250922 4590.0 4598.0 ... 296397.64 4576.0 4620.0 TA
200 TA512 20250922 4600.0 4608.0 ... 136797.14 4588.0 4630.0 TA
201 TA601 20250922 4608.0 4616.0 ... 1503295.87 4596.0 4638.0 TA
202 TA602 20250922 4622.0 4628.0 ... 22757.20 4606.0 4648.0 TA
203 TA603 20250922 4634.0 4638.0 ... 101.83 4630.0 4660.0 TA
204 TA604 20250922 4616.0 4618.0 ... 18.47 4618.0 4644.0 TA
205 TA605 20250922 4654.0 4660.0 ... 49514.35 4636.0 4672.0 TA
206 TA606 20250922 0.0 0.0 ... 0.00 4640.0 4702.0 TA
207 TA607 20250922 4672.0 4672.0 ... 13.97 4658.0 4708.0 TA
208 TA608 20250922 0.0 0.0 ... 0.00 4676.0 4688.0 TA
209 TA609 20250922 4680.0 4692.0 ... 119.10 4672.0 4704.0 TA
210 UR510 20250922 1552.0 1569.0 ... 3330.43 1561.0 1574.0 UR
211 UR511 20250922 1625.0 1644.0 ... 55147.72 1635.0 1647.0 UR
212 UR512 20250922 1644.0 1656.0 ... 16277.36 1648.0 1657.0 UR
213 UR601 20250922 1655.0 1666.0 ... 377420.58 1658.0 1666.0 UR
214 UR602 20250922 1665.0 1673.0 ... 788.89 1664.0 1672.0 UR
215 UR603 20250922 1717.0 1717.0 ... 68.44 1711.0 1717.0 UR
216 UR604 20250922 1712.0 1712.0 ... 3.42 1712.0 1724.0 UR
217 UR605 20250922 1717.0 1725.0 ... 24739.82 1716.0 1724.0 UR
218 UR606 20250922 1720.0 1725.0 ... 195.74 1717.0 1724.0 UR
219 UR607 20250922 1754.0 1760.0 ... 80.63 1753.0 1758.0 UR
220 UR608 20250922 1747.0 1749.0 ... 76.89 1747.0 1753.0 UR
221 UR609 20250922 1746.0 1747.0 ... 132.24 1740.0 1747.0 UR
222 WH511 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 16:25:28,176 - future_1d - INFO - ak.get_czce_daily('2025-09-22') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250922 ... 80130 79840 CU
1 1 CU2511 20250922 ... 80120 79820 CU
2 2 CU2512 20250922 ... 80120 79810 CU
3 3 CU2601 20250922 ... 80110 79810 CU
4 4 CU2602 20250922 ... 80100 79800 CU
5 5 CU2603 20250922 ... 80130 79830 CU
6 6 CU2604 20250922 ... 80170 79860 CU
7 7 CU2605 20250922 ... 80280 79910 CU
8 8 CU2606 20250922 ... 80260 79850 CU
9 9 CU2607 20250922 ... 80290 79840 CU
10 10 CU2608 20250922 ... 80210 79800 CU
11 11 CU2609 20250922 ... 80220 79780 CU
12 12 BC2510 20250922 ... 71050 70760 BC
13 13 BC2511 20250922 ... 71120 70890 BC
14 14 BC2512 20250922 ... 71490 71670 BC
15 15 BC2601 20250922 ... 71300 71000 BC
16 16 BC2602 20250922 ... 71100 71100 BC
17 17 BC2603 20250922 ... 71210 71200 BC
18 18 BC2604 20250922 ... 71300 71300 BC
19 19 BC2605 20250922 ... 71300 71300 BC
20 20 BC2606 20250922 ... 71400 71400 BC
21 21 BC2607 20250922 ... 71400 71400 BC
22 22 BC2608 20250922 ... 71400 71400 BC
23 23 BC2609 20250922 ... 71550 71550 BC
24 24 AL2510 20250922 ... 20760 20805 AL
25 25 AL2511 20250922 ... 20770 20820 AL
26 26 AL2512 20250922 ... 20765 20820 AL
27 27 AL2601 20250922 ... 20760 20815 AL
28 28 AL2602 20250922 ... 20765 20815 AL
29 29 AL2603 20250922 ... 20785 20840 AL
30 30 AL2604 20250922 ... 20840 20855 AL
31 31 AL2605 20250922 ... 20820 20865 AL
32 32 AL2606 20250922 ... 20820 20850 AL
33 33 AL2607 20250922 ... 20840 20865 AL
34 34 AL2608 20250922 ... 20830 20885 AL
35 35 AL2609 20250922 ... 20830 20850 AL
36 36 ZN2510 20250922 ... 21995 22065 ZN
37 37 ZN2511 20250922 ... 21995 22060 ZN
38 38 ZN2512 20250922 ... 22015 22080 ZN
39 39 ZN2601 20250922 ... 22035 22100 ZN
40 40 ZN2602 20250922 ... 22055 22125 ZN
41 41 ZN2603 20250922 ... 22070 22160 ZN
42 42 ZN2604 20250922 ... 22095 22200 ZN
43 43 ZN2605 20250922 ... 22145 22230 ZN
44 44 ZN2606 20250922 ... 22185 22240 ZN
45 45 ZN2607 20250922 ... 22205 22260 ZN
46 46 ZN2608 20250922 ... 22240 22290 ZN
47 47 ZN2609 20250922 ... 22305 22305 ZN
48 48 PB2510 20250922 ... 17120 17140 PB
49 49 PB2511 20250922 ... 17160 17170 PB
50 50 PB2512 20250922 ... 17170 17175 PB
51 51 PB2601 20250922 ... 17160 17170 PB
52 52 PB2602 20250922 ... 17175 17175 PB
53 53 PB2603 20250922 ... 17185 17190 PB
54 54 PB2604 20250922 ... 17185 17235 PB
55 55 PB2605 20250922 ... 17185 17210 PB
56 56 PB2606 20250922 ... 17195 17145 PB
57 57 PB2607 20250922 ... 17215 17225 PB
58 58 PB2608 20250922 ... 17220 17245 PB
59 59 PB2609 20250922 ... 17210 17210 PB
60 60 NI2510 20250922 ... 121440 121320 NI
61 61 NI2511 20250922 ... 121630 121520 NI
62 62 NI2512 20250922 ... 121810 121810 NI
63 63 NI2601 20250922 ... 122020 121930 NI
64 64 NI2602 20250922 ... 122170 122110 NI
65 65 NI2603 20250922 ... 122400 122540 NI
66 66 NI2604 20250922 ... 122780 122710 NI
67 67 NI2605 20250922 ... 122960 122950 NI
68 68 NI2606 20250922 ... 123530 123120 NI
69 69 NI2607 20250922 ... 123500 123440 NI
70 70 NI2608 20250922 ... 123810 123490 NI
71 71 NI2609 20250922 ... 123880 123530 NI
72 72 SN2510 20250922 ... 271360 268470 SN
73 73 SN2511 20250922 ... 271840 268840 SN
74 74 SN2512 20250922 ... 272050 269060 SN
75 75 SN2601 20250922 ... 272270 269200 SN
76 76 SN2602 20250922 ... 271620 269420 SN
77 77 SN2603 20250922 ... 271420 269440 SN
78 78 SN2604 20250922 ... 271610 270080 SN
79 79 SN2605 20250922 ... 272210 269840 SN
80 80 SN2606 20250922 ... 272850 269920 SN
81 81 SN2607 20250922 ... 272590 270550 SN
82 82 SN2608 20250922 ... 271030 270360 SN
83 83 SN2609 20250922 ... 274160 271330 SN
84 84 AO2510 20250922 ... 2915 2915 AO
85 85 AO2511 20250922 ... 2914 2919 AO
86 86 AO2512 20250922 ... 2924 2927 AO
87 87 AO2601 20250922 ... 2934 2936 AO
88 88 AO2602 20250922 ... 2938 2947 AO
89 89 AO2603 20250922 ... 3008 3016 AO
90 90 AO2604 20250922 ... 3016 3023 AO
91 91 AO2605 20250922 ... 3026 3029 AO
92 92 AO2606 20250922 ... 3031 3032 AO
93 93 AO2607 20250922 ... 3040 3038 AO
94 94 AO2608 20250922 ... 3044 3048 AO
95 95 AO2609 20250922 ... 3076 3062 AO
96 96 AD2511 20250922 ... 20315 20320 AD
97 97 AD2512 20250922 ... 20340 20350 AD
98 98 AD2601 20250922 ... 20355 20380 AD
99 99 AD2602 20250922 ... 20355 20355 AD
100 100 AD2603 20250922 ... 20415 20415 AD
101 101 AD2604 20250922 ... 20345 20345 AD
102 102 AD2605 20250922 ... 20340 20355 AD
103 103 AD2606 20250922 ... 20305 20305 AD
104 104 AD2607 20250922 ... 20510 20510 AD
105 105 AD2608 20250922 ... 20515 20515 AD
106 106 AD2609 20250922 ... 20515 20515 AD
107 107 AU2510 20250922 ... 835.38 826.86 AU
108 108 AU2511 20250922 ... 839.18 828.7 AU
109 109 AU2512 20250922 ... 838.74 829.78 AU
110 110 AU2602 20250922 ... 841.9 832.14 AU
111 111 AU2604 20250922 ... 844.64 834.24 AU
112 112 AU2606 20250922 ... 845.2 836.56 AU
113 113 AU2608 20250922 ... 848.34 839.52 AU
114 114 AU2610 20250922 ... 850.26 842.9 AU
115 115 AG2510 20250922 ... 10136 9903 AG
116 116 AG2511 20250922 ... 10147 9928 AG
117 117 AG2512 20250922 ... 10168 9938 AG
118 118 AG2601 20250922 ... 10181 9951 AG
119 119 AG2602 20250922 ... 10181 9960 AG
120 120 AG2603 20250922 ... 10236 9983 AG
121 121 AG2604 20250922 ... 10233 9989 AG
122 122 AG2605 20250922 ... 10242 10006 AG
123 123 AG2606 20250922 ... 10262 10021 AG
124 124 AG2607 20250922 ... 10281 10032 AG
125 125 AG2608 20250922 ... 10291 10046 AG
126 126 AG2609 20250922 ... 10322 10059 AG
127 127 RB2510 20250922 ... 3093 3069 RB
128 128 RB2511 20250922 ... 3109 3083 RB
129 129 RB2512 20250922 ... 3161 3139 RB
130 130 RB2601 20250922 ... 3187 3158 RB
131 131 RB2602 20250922 ... 3188 3162 RB
132 132 RB2603 20250922 ... 3210 3184 RB
133 133 RB2604 20250922 ... 3222 3198 RB
134 134 RB2605 20250922 ... 3245 3218 RB
135 135 RB2606 20250922 ... 3257 3230 RB
136 136 RB2607 20250922 ... 3272 3241 RB
137 137 RB2608 20250922 ... 3266 3239 RB
138 138 RB2609 20250922 ... 3274 3253 RB
139 139 WR2510 20250922 ... 3289 3283 WR
140 140 WR2511 20250922 ... 3302 3302 WR
141 141 WR2512 20250922 ... 3324 3324 WR
142 142 WR2601 20250922 ... 3349 3349 WR
143 143 WR2602 20250922 ... 3358 3358 WR
144 144 WR2603 20250922 ... 3399 3399 WR
145 145 WR2604 20250922 ... 3389 3389 WR
146 146 WR2605 20250922 ... 3414 3414 WR
147 147 WR2606 20250922 ... 3372 3372 WR
148 148 WR2607 20250922 ... 3390 3390 WR
149 149 WR2608 20250922 ... 3399 3399 WR
150 150 WR2609 20250922 ... 3466 3466 WR
151 151 HC2510 20250922 ... 3424 3400 HC
152 152 HC2511 20250922 ... 3408 3382 HC
153 153 HC2512 20250922 ... 3392 3370 HC
154 154 HC2601 20250922 ... 3385 3362 HC
155 155 HC2602 20250922 ... 3383 3360 HC
156 156 HC2603 20250922 ... 3385 3365 HC
157 157 HC2604 20250922 ... 3388 3371 HC
158 158 HC2605 20250922 ... 3393 3372 HC
159 159 HC2606 20250922 ... 3399 3377 HC
160 160 HC2607 20250922 ... 3405 3384 HC
161 161 HC2608 20250922 ... 3392 3381 HC
162 162 HC2609 20250922 ... 3396 3401 HC
163 163 SS2510 20250922 ... 12795 12755 SS
164 164 SS2511 20250922 ... 12910 12870 SS
165 165 SS2512 20250922 ... 12945 12910 SS
166 166 SS2601 20250922 ... 13015 12970 SS
167 167 SS2602 20250922 ... 13075 13025 SS
168 168 SS2603 20250922 ... 13140 13105 SS
169 169 SS2604 20250922 ... 13195 13155 SS
170 170 SS2605 20250922 ... 13265 13225 SS
171 171 SS2606 20250922 ... 13310 13315 SS
172 172 SS2607 20250922 ... 13360 13350 SS
173 173 SS2608 20250922 ... 13395 13400 SS
174 174 SS2609 20250922 ... 13475 13475 SS
175 175 SC2510 20250922 ... 485.5 492.1 SC
176 176 SC2511 20250922 ... 484.2 491.2 SC
177 177 SC2512 20250922 ... 483.6 489.8 SC
178 178 SC2601 20250922 ... 482.9 488.5 SC
179 179 SC2602 20250922 ... 481.8 486.6 SC
180 180 SC2603 20250922 ... 481.1 486 SC
181 181 SC2604 20250922 ... 481.3 486 SC
182 182 SC2605 20250922 ... 480.9 485.4 SC
183 183 SC2606 20250922 ... 480.2 485.8 SC
184 184 SC2607 20250922 ... 480.4 484.6 SC
185 185 SC2608 20250922 ... 478 483 SC
186 186 SC2609 20250922 ... 477.7 480.8 SC
187 187 SC2612 20250922 ... 473.9 477.1 SC
188 188 SC2703 20250922 ... 475.1 475.1 SC
189 189 SC2706 20250922 ... 469.2 469.2 SC
190 190 SC2709 20250922 ... 473.2 473.2 SC
191 191 SC2712 20250922 ... 466.3 472.9 SC
192 192 SC2803 20250922 ... 470 471 SC
193 193 SC2806 20250922 ... 462.8 467.5 SC
194 194 SC2809 20250922 ... 465.7 465.7 SC
195 195 LU2510 20250922 ... 3351 3372 LU
196 196 LU2511 20250922 ... 3373 3405 LU
197 197 LU2512 20250922 ... 3354 3388 LU
198 198 LU2601 20250922 ... 3342 3382 LU
199 199 LU2602 20250922 ... 3334 3362 LU
200 200 LU2603 20250922 ... 3326 3362 LU
201 201 LU2604 20250922 ... 3323 3345 LU
202 202 LU2605 20250922 ... 3326 3346 LU
203 203 LU2606 20250922 ... 3319 3352 LU
204 204 LU2607 20250922 ... 3307 3350 LU
205 205 LU2608 20250922 ... 3306 3342 LU
206 206 LU2609 20250922 ... 3292 3329 LU
207 207 FU2510 20250922 ... 2803 2834 FU
208 208 FU2511 20250922 ... 2818 2850 FU
209 209 FU2512 20250922 ... 2796 2830 FU
210 210 FU2601 20250922 ... 2778 2818 FU
211 211 FU2602 20250922 ... 2761 2795 FU
212 212 FU2603 20250922 ... 2754 2788 FU
213 213 FU2604 20250922 ... 2749 2783 FU
214 214 FU2605 20250922 ... 2739 2772 FU
215 215 FU2606 20250922 ... 2732 2756 FU
216 216 FU2607 20250922 ... 2713 2737 FU
217 217 FU2608 20250922 ... 2708 2729 FU
218 218 FU2609 20250922 ... 2695 2711 FU
219 219 BU2510 20250922 ... 3421 3433 BU
220 220 BU2511 20250922 ... 3414 3425 BU
221 221 BU2512 20250922 ... 3364 3381 BU
222 222 BU2601 20250922 ... 3336 3361 BU
223 223 BU2602 20250922 ... 3340 3363 BU
224 224 BU2603 20250922 ... 3342 3364 BU
225 225 BU2604 20250922 ... 3346 3364 BU
226 226 BU2605 20250922 ... 3346 3347 BU
227 227 BU2606 20250922 ... 3337 3356 BU
228 228 BU2607 20250922 ... 3330 3348 BU
229 229 BU2608 20250922 ... 3337 3369 BU
230 230 BU2609 20250922 ... 3332 3349 BU
231 231 BU2612 20250922 ... 3297 3314 BU
232 232 BU2703 20250922 ... 3312 3312 BU
233 233 BU2706 20250922 ... 3308 3318 BU
234 234 BU2709 20250922 ... 3337 3342 BU
235 235 BR2510 20250922 ... 11565 11545 BR
236 236 BR2511 20250922 ... 11495 11470 BR
237 237 BR2512 20250922 ... 11475 11460 BR
238 238 BR2601 20250922 ... 11475 11470 BR
239 239 BR2602 20250922 ... 11485 11500 BR
240 240 BR2603 20250922 ... 11470 11475 BR
241 241 BR2604 20250922 ... 11535 11535 BR
242 242 BR2605 20250922 ... 11545 11525 BR
243 243 BR2606 20250922 ... 11630 11630 BR
244 244 BR2607 20250922 ... 11730 11715 BR
245 245 BR2608 20250922 ... 11715 11770 BR
246 246 BR2609 20250922 ... 11675 11645 BR
247 247 RU2510 20250922 ... 14745 14670 RU
248 248 RU2511 20250922 ... 14675 14645 RU
249 249 RU2601 20250922 ... 15560 15530 RU
250 250 RU2603 20250922 ... 15560 15525 RU
251 251 RU2604 20250922 ... 15550 15505 RU
252 252 RU2605 20250922 ... 15540 15515 RU
253 253 RU2606 20250922 ... 15580 15565 RU
254 254 RU2607 20250922 ... 15580 15585 RU
255 255 RU2608 20250922 ... 15735 15585 RU
256 256 RU2609 20250922 ... 15610 15570 RU
257 257 NR2510 20250922 ... 12340 12280 NR
258 258 NR2511 20250922 ... 12365 12290 NR
259 259 NR2512 20250922 ... 12385 12335 NR
260 260 NR2601 20250922 ... 12405 12370 NR
261 261 NR2602 20250922 ... 12420 12405 NR
262 262 NR2603 20250922 ... 12385 12375 NR
263 263 NR2604 20250922 ... 12440 12435 NR
264 264 NR2605 20250922 ... 12485 12470 NR
265 265 NR2606 20250922 ... 12495 12440 NR
266 266 NR2607 20250922 ... 12650 12650 NR
267 267 NR2608 20250922 ... 12685 12685 NR
268 268 NR2609 20250922 ... 12510 12510 NR
269 269 SP2510 20250922 ... 4980 4990 SP
270 270 SP2511 20250922 ... 5006 5020 SP
271 271 SP2512 20250922 ... 5024 5038 SP
272 272 SP2601 20250922 ... 5298 5320 SP
273 273 SP2602 20250922 ... 5286 5310 SP
274 274 SP2603 20250922 ... 5304 5324 SP
275 275 SP2604 20250922 ... 5320 5322 SP
276 276 SP2605 20250922 ... 5316 5338 SP
277 277 SP2606 20250922 ... 5320 5338 SP
278 278 SP2607 20250922 ... 5322 5346 SP
279 279 SP2608 20250922 ... 5330 5344 SP
280 280 SP2609 20250922 ... 5340 5354 SP
281 281 OP2601 20250922 ... 4238 4232 OP
282 282 OP2602 20250922 ... 4232 4232 OP
283 283 OP2603 20250922 ... 4258 4238 OP
284 284 OP2604 20250922 ... 4270 4260 OP
285 285 OP2605 20250922 ... 4286 4256 OP
286 286 OP2606 20250922 ... 4242 4242 OP
287 287 OP2607 20250922 ... 4258 4258 OP
288 288 OP2608 20250922 ... 4260 4244 OP
289 289 OP2609 20250922 ... 4342 4342 OP
290 290 EC2510 20250922 ... 1102 1072.3 EC
291 291 EC2512 20250922 ... 1669.2 1626.1 EC
292 292 EC2602 20250922 ... 1586.4 1552.7 EC
293 293 EC2604 20250922 ... 1274.4 1250.7 EC
294 294 EC2606 20250922 ... 1454.8 1438.3 EC
295 295 EC2608 20250922 ... 1606.8 1595 EC
296 296 SC_TAS2511 20250922 ... SC_TAS
297 297 SC_TAS2512 20250922 ... SC_TAS
298 298 SC_TAS2601 20250922 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 16:25:28,286 - future_1d - INFO - ak.get_shfe_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 SC2510 20250922 490 ... 485.5 492.1 SC
1 SC2511 20250922 485.2 ... 484.2 491.2 SC
2 SC2512 20250922 485.9 ... 483.6 489.8 SC
3 SC2601 20250922 484.3 ... 482.9 488.5 SC
4 SC2602 20250922 482.6 ... 481.8 486.6 SC
5 SC2603 20250922 482 ... 481.1 486 SC
6 SC2604 20250922 481.2 ... 481.3 486 SC
7 SC2605 20250922 481.2 ... 480.9 485.4 SC
8 SC2606 20250922 481.7 ... 480.2 485.8 SC
9 SC2607 20250922 480 ... 480.4 484.6 SC
10 SC2608 20250922 478.5 ... 478 483 SC
11 SC2609 20250922 477.6 ... 477.7 480.8 SC
12 SC2612 20250922 473.9 ... 473.9 477.1 SC
13 SC2703 20250922 ... 475.1 475.1 SC
14 SC2706 20250922 ... 469.2 469.2 SC
15 SC2709 20250922 ... 473.2 473.2 SC
16 SC2712 20250922 466.3 ... 466.3 472.9 SC
17 SC2803 20250922 ... 470 471 SC
18 SC2806 20250922 462.7 ... 462.8 467.5 SC
19 SC2809 20250922 ... 465.7 465.7 SC
21 LU2510 20250922 3368 ... 3351 3372 LU
22 LU2511 20250922 3392 ... 3373 3405 LU
23 LU2512 20250922 3363 ... 3354 3388 LU
24 LU2601 20250922 3360 ... 3342 3382 LU
25 LU2602 20250922 3335 ... 3334 3362 LU
26 LU2603 20250922 3331 ... 3326 3362 LU
27 LU2604 20250922 3323 ... 3323 3345 LU
28 LU2605 20250922 3320 ... 3326 3346 LU
29 LU2606 20250922 3309 ... 3319 3352 LU
30 LU2607 20250922 3304 ... 3307 3350 LU
31 LU2608 20250922 3305 ... 3306 3342 LU
32 LU2609 20250922 3292 ... 3292 3329 LU
34 NR2510 20250922 12300 ... 12340 12280 NR
35 NR2511 20250922 12340 ... 12365 12290 NR
36 NR2512 20250922 12340 ... 12385 12335 NR
37 NR2601 20250922 12395 ... 12405 12370 NR
38 NR2602 20250922 12425 ... 12420 12405 NR
39 NR2603 20250922 12405 ... 12385 12375 NR
40 NR2604 20250922 12465 ... 12440 12435 NR
41 NR2605 20250922 12485 ... 12485 12470 NR
42 NR2606 20250922 12510 ... 12495 12440 NR
43 NR2607 20250922 ... 12650 12650 NR
44 NR2608 20250922 ... 12685 12685 NR
45 NR2609 20250922 ... 12510 12510 NR
47 BC2510 20250922 70780 ... 71050 70760 BC
48 BC2511 20250922 70970 ... 71120 70890 BC
49 BC2512 20250922 ... 71490 71670 BC
50 BC2601 20250922 71300 ... 71300 71000 BC
51 BC2602 20250922 ... 71100 71100 BC
52 BC2603 20250922 ... 71210 71200 BC
53 BC2604 20250922 ... 71300 71300 BC
54 BC2605 20250922 ... 71300 71300 BC
55 BC2606 20250922 ... 71400 71400 BC
56 BC2607 20250922 ... 71400 71400 BC
57 BC2608 20250922 ... 71400 71400 BC
58 BC2609 20250922 ... 71550 71550 BC
60 EC2510 20250922 1067 ... 1102 1072.3 EC
61 EC2512 20250922 1651.1 ... 1669.2 1626.1 EC
62 EC2602 20250922 1601.7 ... 1586.4 1552.7 EC
63 EC2604 20250922 1265 ... 1274.4 1250.7 EC
64 EC2606 20250922 1449.5 ... 1454.8 1438.3 EC
65 EC2608 20250922 1599 ... 1606.8 1595 EC
68 SC_TAS2511 20250922 ... SC_TAS
69 SC_TAS2512 20250922 ... SC_TAS
70 SC_TAS2601 20250922 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 16:25:28,367 - future_1d - INFO - ak.get_ine_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 PS2510 20250922 52995.0 ... 51890.0 53040.0 PS
1 PS2511 20250922 52925.0 ... 51675.0 52910.0 PS
2 PS2512 20250922 55290.0 ... 54225.0 55320.0 PS
3 PS2601 20250922 55300.0 ... 54065.0 55030.0 PS
4 PS2602 20250922 55385.0 ... 54595.0 55135.0 PS
5 PS2603 20250922 55455.0 ... 54490.0 55205.0 PS
6 PS2604 20250922 55475.0 ... 54165.0 54950.0 PS
7 PS2605 20250922 55385.0 ... 53990.0 54930.0 PS
8 PS2606 20250922 57600.0 ... 56335.0 56920.0 PS
9 PS2607 20250922 57685.0 ... 56470.0 56815.0 PS
10 PS2608 20250922 57560.0 ... 56380.0 57180.0 PS
11 PS2609 20250922 56810.0 ... 56245.0 56995.0 PS
13 SI2510 20250922 9275.0 ... 9110.0 8975.0 SI
14 SI2511 20250922 9285.0 ... 9135.0 9025.0 SI
15 SI2512 20250922 9855.0 ... 9520.0 9420.0 SI
16 SI2601 20250922 9690.0 ... 9515.0 9405.0 SI
17 SI2602 20250922 9650.0 ... 9525.0 9425.0 SI
18 SI2603 20250922 9690.0 ... 9510.0 9500.0 SI
19 SI2604 20250922 9665.0 ... 9500.0 9550.0 SI
20 SI2605 20250922 9655.0 ... 9520.0 9405.0 SI
21 SI2606 20250922 9645.0 ... 9545.0 9470.0 SI
22 SI2607 20250922 9640.0 ... 9510.0 9480.0 SI
23 SI2608 20250922 9605.0 ... 9560.0 9475.0 SI
24 SI2609 20250922 9665.0 ... 9575.0 9440.0 SI
27 LC2510 20250922 74020.0 ... 73660.0 73320.0 LC
28 LC2511 20250922 74580.0 ... 73780.0 73460.0 LC
29 LC2512 20250922 74460.0 ... 73940.0 73600.0 LC
30 LC2601 20250922 73840.0 ... 73880.0 73620.0 LC
31 LC2602 20250922 74560.0 ... 73580.0 73280.0 LC
32 LC2603 20250922 74360.0 ... 73840.0 73480.0 LC
33 LC2604 20250922 74640.0 ... 74240.0 74060.0 LC
34 LC2605 20250922 74500.0 ... 74280.0 74040.0 LC
35 LC2606 20250922 74560.0 ... 74180.0 73840.0 LC
36 LC2607 20250922 74080.0 ... 73980.0 73700.0 LC
37 LC2608 20250922 74160.0 ... 74100.0 73740.0 LC
38 LC2609 20250922 74120.0 ... 74020.0 73820.0 LC
[36 rows x 12 columns]
2025-09-29 16:25:28,678 - future_1d - INFO - ak.get_gfex_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 IC2510 20250922 7111.000 ... 7124.600 7117.800 IC
1 IC2511 20250922 7088.800 ... 7056.600 7117.800 IC
2 IC2512 20250922 7007.000 ... 6995.000 6999.000 IC
3 IC2603 20250922 6840.000 ... 6825.000 6831.000 IC
4 IF2510 20250922 4492.200 ... 4497.400 4495.000 IF
5 IF2511 20250922 4492.800 ... 4481.800 4495.000 IF
6 IF2512 20250922 4475.000 ... 4472.400 4470.400 IF
7 IF2603 20250922 4447.600 ... 4448.800 4446.600 IF
8 IH2510 20250922 2914.200 ... 2917.000 2917.400 IH
9 IH2511 20250922 2904.400 ... 2915.800 2917.400 IH
10 IH2512 20250922 2914.200 ... 2917.400 2917.400 IH
11 IH2603 20250922 2915.600 ... 2918.800 2919.600 IH
12 IM2510 20250922 7382.000 ... 7373.800 7361.000 IM
13 IM2511 20250922 7311.800 ... 7290.800 7361.000 IM
14 IM2512 20250922 7209.000 ... 7211.000 7202.200 IM
15 IM2603 20250922 7000.000 ... 7002.600 6994.000 IM
16 T2512 20250922 107.810 ... 107.945 107.755 T
17 T2603 20250922 107.510 ... 107.595 107.420 T
18 T2606 20250922 107.335 ... 107.460 107.285 T
19 TF2512 20250922 105.675 ... 105.760 105.630 TF
20 TF2603 20250922 105.515 ... 105.620 105.510 TF
21 TF2606 20250922 105.500 ... 105.555 105.420 TF
22 TL2512 20250922 114.900 ... 115.090 114.880 TL
23 TL2603 20250922 114.620 ... 114.750 114.570 TL
24 TL2606 20250922 114.600 ... 114.770 114.540 TL
25 TS2512 20250922 102.370 ... 102.396 102.358 TS
26 TS2603 20250922 102.276 ... 102.324 102.292 TS
27 TS2606 20250922 102.298 ... 102.300 102.274 TS
[28 rows x 12 columns]
2025-09-29 16:25:29,069 - future_1d - INFO - ak.get_cffex_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 a2511 20250922 3908.00 ... 3911.00 3906.00 A
1 a2601 20250922 3902.00 ... 3908.00 3903.00 A
2 a2603 20250922 3903.00 ... 3912.00 3909.00 A
3 a2605 20250922 3947.00 ... 3949.00 3948.00 A
4 a2607 20250922 3953.00 ... 3954.00 3952.00 A
5 a2609 20250922 3960.00 ... 3961.00 3961.00 A
6 b2510 20250922 3678.00 ... 3686.00 3687.00 B
7 b2511 20250922 3694.00 ... 3716.00 3685.00 B
8 b2512 20250922 3726.00 ... 3746.00 3719.00 B
9 b2601 20250922 3723.00 ... 3733.00 3715.00 B
10 b2602 20250922 3723.00 ... 3727.00 3706.00 B
11 b2603 20250922 3671.00 ... 3683.00 3658.00 B
12 b2604 20250922 3569.00 ... 3573.00 3558.00 B
13 b2605 20250922 3497.00 ... 3496.00 3489.00 B
14 b2606 20250922 3475.00 ... 3475.00 3465.00 B
15 b2607 20250922 3471.00 ... 3475.00 3464.00 B
16 b2608 20250922 3563.00 ... 3566.00 3521.00 B
17 b2609 20250922 3582.00 ... 3583.00 3578.00 B
18 bb2511 20250922 142.05 ... 142.05 142.00 BB
19 bb2601 20250922 146.05 ... 146.50 146.65 BB
20 bb2603 20250922 147.05 ... 146.80 146.85 BB
21 bb2605 20250922 0.00 ... 141.45 141.45 BB
22 bb2607 20250922 0.00 ... 146.20 146.20 BB
23 bb2609 20250922 0.00 ... 146.20 146.20 BB
24 bz2603 20250922 5977.00 ... 5922.00 5979.00 BZ
25 bz2604 20250922 5949.00 ... 5904.00 5947.00 BZ
26 bz2605 20250922 5953.00 ... 5927.00 5975.00 BZ
27 bz2606 20250922 5936.00 ... 5936.00 5954.00 BZ
28 bz2607 20250922 5935.00 ... 5935.00 5980.00 BZ
29 bz2608 20250922 0.00 ... 5884.00 5949.00 BZ
30 c2511 20250922 2169.00 ... 2163.00 2171.00 C
31 c2601 20250922 2158.00 ... 2148.00 2161.00 C
32 c2603 20250922 2166.00 ... 2159.00 2171.00 C
33 c2605 20250922 2225.00 ... 2218.00 2228.00 C
34 c2607 20250922 2237.00 ... 2231.00 2239.00 C
35 c2609 20250922 2251.00 ... 2247.00 2234.00 C
36 cs2511 20250922 2463.00 ... 2453.00 2468.00 CS
37 cs2601 20250922 2480.00 ... 2467.00 2483.00 CS
38 cs2603 20250922 2483.00 ... 2473.00 2489.00 CS
39 cs2605 20250922 2562.00 ... 2554.00 2570.00 CS
40 cs2607 20250922 2574.00 ... 2562.00 2573.00 CS
41 cs2609 20250922 2597.00 ... 2591.00 2597.00 CS
42 eb2509 20250922 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250922 7000.00 ... 6947.00 7021.00 EB
44 eb2511 20250922 6992.00 ... 6952.00 7024.00 EB
45 eb2512 20250922 7013.00 ... 6970.00 7033.00 EB
46 eb2601 20250922 7050.00 ... 7012.00 7070.00 EB
47 eb2602 20250922 7095.00 ... 7058.00 7104.00 EB
48 eb2603 20250922 7127.00 ... 7095.00 7131.00 EB
49 eb2604 20250922 7149.00 ... 7110.00 7171.00 EB
50 eb2605 20250922 7174.00 ... 7145.00 7185.00 EB
51 eb2606 20250922 7182.00 ... 7173.00 7260.00 EB
52 eb2607 20250922 7137.00 ... 7137.00 7276.00 EB
53 eb2608 20250922 0.00 ... 7243.00 7246.00 EB
54 eg2509 20250922 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250922 4298.00 ... 4279.00 4282.00 EG
56 eg2511 20250922 4234.00 ... 4234.00 4247.00 EG
57 eg2512 20250922 4236.00 ... 4246.00 4240.00 EG
58 eg2601 20250922 4260.00 ... 4249.00 4259.00 EG
59 eg2602 20250922 4241.00 ... 4241.00 4265.00 EG
60 eg2603 20250922 4265.00 ... 4271.00 4266.00 EG
61 eg2604 20250922 4296.00 ... 4294.00 4314.00 EG
62 eg2605 20250922 4326.00 ... 4305.00 4314.00 EG
63 eg2606 20250922 4315.00 ... 4311.00 4311.00 EG
64 eg2607 20250922 4316.00 ... 4321.00 4321.00 EG
65 eg2608 20250922 0.00 ... 4378.00 4399.00 EG
66 fb2510 20250922 1258.50 ... 1259.00 1259.50 FB
67 fb2511 20250922 1255.50 ... 1254.00 1254.00 FB
68 fb2512 20250922 1253.50 ... 1254.50 1255.00 FB
69 fb2601 20250922 1254.50 ... 1255.50 1253.50 FB
70 fb2602 20250922 1256.00 ... 1255.50 1254.00 FB
71 fb2603 20250922 1249.00 ... 1247.50 1247.00 FB
72 fb2604 20250922 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250922 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250922 0.00 ... 1294.50 1298.00 FB
75 fb2607 20250922 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250922 1308.50 ... 1308.00 1270.00 FB
77 fb2609 20250922 0.00 ... 1296.00 1296.00 FB
78 i2510 20250922 827.00 ... 828.50 823.50 I
79 i2511 20250922 822.00 ... 824.50 819.00 I
80 i2512 20250922 817.00 ... 819.00 813.00 I
81 i2601 20250922 811.00 ... 812.50 805.50 I
82 i2602 20250922 806.00 ... 808.00 801.00 I
83 i2603 20250922 800.50 ... 802.00 795.50 I
84 i2604 20250922 796.00 ... 796.50 790.50 I
85 i2605 20250922 787.00 ... 790.00 784.00 I
86 i2606 20250922 783.00 ... 784.00 778.50 I
87 i2607 20250922 777.50 ... 779.50 773.50 I
88 i2608 20250922 772.50 ... 774.50 768.50 I
89 i2609 20250922 766.00 ... 768.50 762.50 I
90 j2510 20250922 1622.50 ... 1621.50 1624.00 J
91 j2511 20250922 1668.50 ... 1653.00 1657.50 J
92 j2512 20250922 1701.50 ... 1698.00 1700.00 J
93 j2601 20250922 1740.00 ... 1729.00 1725.50 J
94 j2602 20250922 1761.00 ... 1760.00 1754.00 J
95 j2603 20250922 1782.50 ... 1783.00 1763.50 J
96 j2604 20250922 0.00 ... 1814.00 1814.00 J
97 j2605 20250922 1875.00 ... 1868.50 1866.50 J
98 j2606 20250922 1899.00 ... 1899.50 1866.50 J
99 j2607 20250922 1910.00 ... 1902.50 1878.50 J
100 j2608 20250922 1931.00 ... 1931.50 1891.00 J
101 j2609 20250922 1954.00 ... 1948.00 1923.50 J
102 jd2509 20250922 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250922 3038.00 ... 3003.00 3038.00 JD
104 jd2511 20250922 3124.00 ... 3096.00 3122.00 JD
105 jd2512 20250922 3256.00 ... 3224.00 3259.00 JD
106 jd2601 20250922 3415.00 ... 3381.00 3423.00 JD
107 jd2602 20250922 3160.00 ... 3135.00 3160.00 JD
108 jd2603 20250922 3181.00 ... 3156.00 3183.00 JD
109 jd2604 20250922 3352.00 ... 3324.00 3349.00 JD
110 jd2605 20250922 3478.00 ... 3443.00 3466.00 JD
111 jd2606 20250922 3276.00 ... 3254.00 3274.00 JD
112 jd2607 20250922 3508.00 ... 3492.00 3504.00 JD
113 jd2608 20250922 3928.00 ... 3924.00 3927.00 JD
114 jm2510 20250922 1040.50 ... 1036.00 1029.50 JM
115 jm2511 20250922 1091.00 ... 1085.50 1078.00 JM
116 jm2512 20250922 1165.00 ... 1155.50 1148.50 JM
117 jm2601 20250922 1236.50 ... 1229.00 1216.00 JM
118 jm2602 20250922 1259.50 ... 1251.00 1244.50 JM
119 jm2603 20250922 1282.50 ... 1277.50 1271.00 JM
120 jm2604 20250922 1308.00 ... 1304.00 1293.50 JM
121 jm2605 20250922 1339.00 ... 1323.00 1312.50 JM
122 jm2606 20250922 1359.00 ... 1347.50 1328.50 JM
123 jm2607 20250922 1367.00 ... 1361.00 1341.50 JM
124 jm2608 20250922 1378.00 ... 1370.00 1357.00 JM
125 jm2609 20250922 1398.00 ... 1389.50 1380.50 JM
126 l2510 20250922 7104.00 ... 7074.00 7095.00 L
127 l2511 20250922 7105.00 ... 7107.00 7128.00 L
128 l2512 20250922 7155.00 ... 7133.00 7158.00 L
129 l2601 20250922 7169.00 ... 7153.00 7181.00 L
130 l2602 20250922 7165.00 ... 7155.00 7177.00 L
131 l2603 20250922 7191.00 ... 7167.00 7193.00 L
132 l2604 20250922 7218.00 ... 7216.00 7233.00 L
133 l2605 20250922 7231.00 ... 7204.00 7228.00 L
134 l2606 20250922 7224.00 ... 7195.00 7225.00 L
135 l2607 20250922 7241.00 ... 7206.00 7238.00 L
136 l2608 20250922 7240.00 ... 7223.00 7256.00 L
137 l2609 20250922 7266.00 ... 7237.00 7264.00 L
138 lg2509 20250922 780.00 ... 780.00 778.00 LG
139 lg2511 20250922 805.00 ... 808.00 804.00 LG
140 lg2601 20250922 818.00 ... 821.00 818.00 LG
141 lg2603 20250922 826.50 ... 826.50 824.50 LG
142 lg2605 20250922 829.00 ... 830.50 828.50 LG
143 lg2607 20250922 829.50 ... 832.50 828.50 LG
144 lh2509 20250922 12600.00 ... 12600.00 12985.00 LH
145 lh2511 20250922 12835.00 ... 12855.00 12835.00 LH
146 lh2601 20250922 13350.00 ... 13405.00 13340.00 LH
147 lh2603 20250922 12850.00 ... 12815.00 12850.00 LH
148 lh2605 20250922 13385.00 ... 13315.00 13380.00 LH
149 lh2607 20250922 14150.00 ... 13990.00 14135.00 LH
150 m2511 20250922 2981.00 ... 3003.00 2975.00 M
151 m2512 20250922 3032.00 ... 3048.00 3024.00 M
152 m2601 20250922 3014.00 ... 3030.00 3004.00 M
153 m2603 20250922 2959.00 ... 2968.00 2949.00 M
154 m2605 20250922 2787.00 ... 2784.00 2777.00 M
155 m2607 20250922 2774.00 ... 2776.00 2768.00 M
156 m2608 20250922 2893.00 ... 2887.00 2885.00 M
157 m2609 20250922 2897.00 ... 2893.00 2889.00 M
158 p2510 20250922 9214.00 ... 9244.00 9242.00 P
159 p2511 20250922 9264.00 ... 9278.00 9292.00 P
160 p2512 20250922 9294.00 ... 9292.00 9318.00 P
161 p2601 20250922 9322.00 ... 9326.00 9340.00 P
162 p2602 20250922 9300.00 ... 9276.00 9318.00 P
163 p2603 20250922 9280.00 ... 9276.00 9280.00 P
164 p2604 20250922 9200.00 ... 9216.00 9230.00 P
165 p2605 20250922 9126.00 ... 9120.00 9138.00 P
166 p2606 20250922 9008.00 ... 9002.00 9032.00 P
167 p2607 20250922 8894.00 ... 8894.00 8930.00 P
168 p2608 20250922 8842.00 ... 8834.00 8864.00 P
169 p2609 20250922 8786.00 ... 8768.00 8812.00 P
170 pg2509 20250922 3830.00 ... 3810.00 3801.00 PG
171 pg2510 20250922 4425.00 ... 4366.00 4439.00 PG
172 pg2511 20250922 4359.00 ... 4293.00 4368.00 PG
173 pg2512 20250922 4295.00 ... 4232.00 4307.00 PG
174 pg2601 20250922 4237.00 ... 4171.00 4241.00 PG
175 pg2602 20250922 4153.00 ... 4100.00 4176.00 PG
176 pg2603 20250922 4070.00 ... 4020.00 4090.00 PG
177 pg2604 20250922 4413.00 ... 4366.00 4418.00 PG
178 pg2605 20250922 4321.00 ... 4281.00 4341.00 PG
179 pg2606 20250922 4196.00 ... 4195.00 4283.00 PG
180 pg2607 20250922 4161.00 ... 4159.00 4247.00 PG
181 pg2608 20250922 4100.00 ... 4095.00 4204.00 PG
182 pp2510 20250922 6819.00 ... 6785.00 6816.00 PP
183 pp2511 20250922 6827.00 ... 6821.00 6846.00 PP
184 pp2512 20250922 6882.00 ... 6857.00 6883.00 PP
185 pp2601 20250922 6917.00 ... 6895.00 6917.00 PP
186 pp2602 20250922 6900.00 ... 6882.00 6900.00 PP
187 pp2603 20250922 6905.00 ... 6870.00 6899.00 PP
188 pp2604 20250922 6941.00 ... 6911.00 6927.00 PP
189 pp2605 20250922 6967.00 ... 6942.00 6959.00 PP
190 pp2606 20250922 6904.00 ... 6903.00 6921.00 PP
191 pp2607 20250922 6906.00 ... 6878.00 6890.00 PP
192 pp2608 20250922 6922.00 ... 6894.00 6900.00 PP
193 pp2609 20250922 6944.00 ... 6931.00 6926.00 PP
194 rr2510 20250922 3609.00 ... 3610.00 3608.00 RR
195 rr2511 20250922 3613.00 ... 3615.00 3614.00 RR
196 rr2512 20250922 3602.00 ... 3613.00 3605.00 RR
197 rr2601 20250922 3616.00 ... 3624.00 3620.00 RR
198 rr2602 20250922 3607.00 ... 3608.00 3603.00 RR
199 rr2603 20250922 3611.00 ... 3611.00 3608.00 RR
200 rr2604 20250922 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250922 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250922 0.00 ... 3600.00 3597.00 RR
203 rr2607 20250922 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250922 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250922 0.00 ... 3614.00 3614.00 RR
206 v2510 20250922 4841.00 ... 4837.00 4834.00 V
207 v2511 20250922 4870.00 ... 4867.00 4867.00 V
208 v2512 20250922 4926.00 ... 4903.00 4908.00 V
209 v2601 20250922 4955.00 ... 4955.00 4949.00 V
210 v2602 20250922 5017.00 ... 5001.00 4984.00 V
211 v2603 20250922 5040.00 ... 5035.00 5016.00 V
212 v2604 20250922 5241.00 ... 5246.00 5222.00 V
213 v2605 20250922 5259.00 ... 5259.00 5252.00 V
214 v2606 20250922 5305.00 ... 5286.00 5286.00 V
215 v2607 20250922 5338.00 ... 5318.00 5314.00 V
216 v2608 20250922 5383.00 ... 5347.00 5342.00 V
217 v2609 20250922 5391.00 ... 5385.00 5374.00 V
218 y2511 20250922 8334.00 ... 8376.00 8350.00 Y
219 y2512 20250922 8380.00 ... 8402.00 8390.00 Y
220 y2601 20250922 8320.00 ... 8348.00 8336.00 Y
221 y2603 20250922 8258.00 ... 8282.00 8276.00 Y
222 y2605 20250922 8048.00 ... 8066.00 8060.00 Y
223 y2607 20250922 8008.00 ... 8026.00 8014.00 Y
224 y2608 20250922 8000.00 ... 8036.00 8024.00 Y
225 y2609 20250922 7988.00 ... 8000.00 7992.00 Y
[226 rows x 12 columns]
2025-09-29 16:25:29,629 - future_1d - INFO - ak.get_dce_daily('2025-09-22') done
2025-09-29 16:25:31,424 - future_1d - INFO - save future_daily 2025-09-22 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250923 8450.0 8490.0 ... 23932.02 8472.0 8448.0 AP
1 AP511 20250923 8251.0 8288.0 ... 7593.47 8263.0 8220.0 AP
2 AP512 20250923 8252.0 8254.0 ... 543.07 8228.0 8205.0 AP
3 AP601 20250923 8293.0 8322.0 ... 349547.15 8285.0 8256.0 AP
4 AP603 20250923 8191.0 8208.0 ... 220.83 8179.0 8172.0 AP
5 AP604 20250923 8155.0 8156.0 ... 48.92 8154.0 8169.0 AP
6 AP605 20250923 8238.0 8239.0 ... 2657.67 8203.0 8195.0 AP
7 CF511 20250923 13505.0 13540.0 ... 335967.69 13490.0 13520.0 CF
8 CF601 20250923 13600.0 13605.0 ... 1633174.42 13545.0 13635.0 CF
9 CF603 20250923 13565.0 13565.0 ... 3271.99 13520.0 13605.0 CF
10 CF605 20250923 13620.0 13620.0 ... 227380.36 13560.0 13640.0 CF
11 CF607 20250923 13590.0 13600.0 ... 821.13 13570.0 13645.0 CF
12 CF609 20250923 13760.0 13780.0 ... 336.51 13735.0 13825.0 CF
13 CJ512 20250923 10680.0 10780.0 ... 1889.48 10735.0 10695.0 CJ
14 CJ601 20250923 10700.0 10820.0 ... 569998.00 10760.0 10710.0 CJ
15 CJ603 20250923 10660.0 10795.0 ... 10673.59 10745.0 10665.0 CJ
16 CJ605 20250923 10700.0 10820.0 ... 77130.91 10760.0 10680.0 CJ
17 CJ607 20250923 10825.0 10925.0 ... 1770.36 10860.0 10785.0 CJ
18 CJ609 20250923 10950.0 11000.0 ... 197.45 10970.0 10905.0 CJ
19 CY510 20250923 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250923 19640.0 19695.0 ... 96808.01 19640.0 19665.0 CY
21 CY512 20250923 0.0 0.0 ... 0.00 19495.0 19590.0 CY
22 CY601 20250923 19655.0 19675.0 ... 2238.56 19635.0 19700.0 CY
23 CY602 20250923 0.0 0.0 ... 0.00 19745.0 19790.0 CY
24 CY603 20250923 0.0 0.0 ... 0.00 19735.0 19705.0 CY
25 CY604 20250923 0.0 0.0 ... 0.00 19730.0 19790.0 CY
26 CY605 20250923 19835.0 19835.0 ... 29.67 19780.0 19910.0 CY
27 CY606 20250923 0.0 0.0 ... 0.00 19735.0 19845.0 CY
28 CY607 20250923 0.0 0.0 ... 0.00 20005.0 20150.0 CY
29 CY608 20250923 0.0 0.0 ... 0.00 19810.0 19810.0 CY
30 CY609 20250923 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250923 1082.0 1083.0 ... 8381.67 1073.0 1089.0 FG
32 FG511 20250923 1077.0 1077.0 ... 195070.28 1067.0 1087.0 FG
33 FG512 20250923 1196.0 1197.0 ... 91030.90 1184.0 1211.0 FG
34 FG601 20250923 1195.0 1195.0 ... 4359055.58 1181.0 1212.0 FG
35 FG602 20250923 1248.0 1254.0 ... 77124.71 1240.0 1263.0 FG
36 FG603 20250923 1257.0 1257.0 ... 3286.93 1245.0 1274.0 FG
37 FG604 20250923 1318.0 1321.0 ... 719.35 1308.0 1332.0 FG
38 FG605 20250923 1327.0 1327.0 ... 169356.31 1310.0 1339.0 FG
39 FG606 20250923 1349.0 1349.0 ... 854.70 1340.0 1366.0 FG
40 FG607 20250923 1350.0 1350.0 ... 1643.94 1339.0 1366.0 FG
41 FG608 20250923 1392.0 1392.0 ... 1223.87 1384.0 1400.0 FG
42 FG609 20250923 1399.0 1399.0 ... 5673.52 1388.0 1405.0 FG
43 JR511 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250923 2250.0 2258.0 ... 3747.47 2249.0 2263.0 MA
52 MA511 20250923 2278.0 2289.0 ... 206723.97 2278.0 2291.0 MA
53 MA512 20250923 2324.0 2328.0 ... 194794.73 2320.0 2330.0 MA
54 MA601 20250923 2339.0 2351.0 ... 1088354.07 2340.0 2353.0 MA
55 MA602 20250923 2364.0 2373.0 ... 134806.42 2363.0 2374.0 MA
56 MA603 20250923 2384.0 2396.0 ... 801.17 2384.0 2398.0 MA
57 MA604 20250923 2391.0 2391.0 ... 11.90 2379.0 2393.0 MA
58 MA605 20250923 2371.0 2380.0 ... 53597.43 2371.0 2379.0 MA
59 MA606 20250923 2383.0 2383.0 ... 4.76 2380.0 2386.0 MA
60 MA607 20250923 2360.0 2364.0 ... 37.69 2356.0 2367.0 MA
61 MA608 20250923 2349.0 2361.0 ... 7.06 2354.0 2360.0 MA
62 MA609 20250923 2337.0 2345.0 ... 2365.82 2333.0 2337.0 MA
63 OI511 20250923 10287.0 10290.0 ... 737228.24 10202.0 10272.0 OI
64 OI601 20250923 10118.0 10121.0 ... 4204398.12 10026.0 10102.0 OI
65 OI603 20250923 9838.0 9849.0 ... 5661.95 9745.0 9851.0 OI
66 OI605 20250923 9608.0 9617.0 ... 246149.62 9498.0 9607.0 OI
67 OI607 20250923 9551.0 9551.0 ... 1048.77 9448.0 9568.0 OI
68 OI609 20250923 9501.0 9506.0 ... 649.85 9418.0 9532.0 OI
69 PF510 20250923 6260.0 6262.0 ... 5991.79 6242.0 6296.0 PF
70 PF511 20250923 6254.0 6256.0 ... 499030.51 6234.0 6278.0 PF
71 PF512 20250923 6218.0 6220.0 ... 287371.85 6202.0 6244.0 PF
72 PF601 20250923 6270.0 6270.0 ... 35246.28 6246.0 6298.0 PF
73 PF602 20250923 6260.0 6272.0 ... 81677.67 6258.0 6300.0 PF
74 PF603 20250923 6262.0 6266.0 ... 50.06 6258.0 6314.0 PF
75 PF604 20250923 6314.0 6316.0 ... 22.08 6308.0 6366.0 PF
76 PF605 20250923 6332.0 6332.0 ... 34.82 6332.0 6378.0 PF
77 PF606 20250923 0.0 0.0 ... 0.00 6364.0 6376.0 PF
78 PF607 20250923 0.0 0.0 ... 0.00 6378.0 6412.0 PF
79 PF608 20250923 0.0 0.0 ... 0.00 6392.0 6420.0 PF
80 PF609 20250923 6408.0 6408.0 ... 3.20 6408.0 6428.0 PF
81 PK510 20250923 7794.0 7816.0 ... 3624.08 7794.0 7818.0 PK
82 PK511 20250923 7790.0 7802.0 ... 380149.50 7772.0 7820.0 PK
83 PK512 20250923 7802.0 7812.0 ... 166386.10 7788.0 7828.0 PK
84 PK601 20250923 7820.0 7820.0 ... 58162.67 7796.0 7832.0 PK
85 PK603 20250923 7828.0 7834.0 ... 297.03 7818.0 7852.0 PK
86 PK604 20250923 7836.0 7836.0 ... 58.72 7830.0 7850.0 PK
87 PK605 20250923 7846.0 7846.0 ... 2961.37 7834.0 7862.0 PK
88 PL601 20250923 6319.0 6348.0 ... 53121.68 6332.0 6373.0 PL
89 PL602 20250923 6366.0 6373.0 ... 165.58 6369.0 6412.0 PL
90 PL603 20250923 0.0 0.0 ... 0.00 6402.0 6421.0 PL
91 PL604 20250923 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250923 0.0 0.0 ... 0.00 6327.0 6345.0 PL
93 PL606 20250923 0.0 0.0 ... 0.00 6384.0 6384.0 PL
94 PL607 20250923 0.0 0.0 ... 0.00 6410.0 6439.0 PL
95 PL608 20250923 0.0 0.0 ... 0.00 6499.0 6500.0 PL
96 PL609 20250923 0.0 0.0 ... 0.00 6490.0 6500.0 PL
97 PM511 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250923 5756.0 5784.0 ... 3373.82 5752.0 5788.0 PR
104 PR511 20250923 5732.0 5734.0 ... 474277.75 5708.0 5756.0 PR
105 PR512 20250923 5730.0 5740.0 ... 546543.29 5712.0 5760.0 PR
106 PR601 20250923 5734.0 5734.0 ... 178133.22 5712.0 5760.0 PR
107 PR602 20250923 5756.0 6124.0 ... 397.18 5756.0 5780.0 PR
108 PR603 20250923 5778.0 6136.0 ... 398.15 5770.0 5810.0 PR
109 PR604 20250923 5766.0 5800.0 ... 173.45 5782.0 5820.0 PR
110 PR605 20250923 5794.0 5812.0 ... 130.32 5792.0 5828.0 PR
111 PR606 20250923 0.0 0.0 ... 0.00 5860.0 5904.0 PR
112 PR607 20250923 5848.0 5848.0 ... 8.77 5848.0 5912.0 PR
113 PR608 20250923 0.0 0.0 ... 0.00 5870.0 5914.0 PR
114 PR609 20250923 0.0 0.0 ... 0.00 5870.0 5888.0 PR
115 PX510 20250923 6592.0 6592.0 ... 817.21 6564.0 6666.0 PX
116 PX511 20250923 6566.0 6570.0 ... 536097.15 6534.0 6602.0 PX
117 PX512 20250923 6564.0 6564.0 ... 232067.56 6526.0 6594.0 PX
118 PX601 20250923 6550.0 6550.0 ... 118298.50 6518.0 6588.0 PX
119 PX602 20250923 6548.0 6552.0 ... 10757.76 6524.0 6590.0 PX
120 PX603 20250923 6524.0 6524.0 ... 13.02 6512.0 6584.0 PX
121 PX604 20250923 0.0 0.0 ... 0.00 6540.0 6600.0 PX
122 PX605 20250923 6530.0 6558.0 ... 3227.44 6528.0 6586.0 PX
123 PX606 20250923 0.0 0.0 ... 0.00 6558.0 6620.0 PX
124 PX607 20250923 6528.0 6614.0 ... 45.96 6566.0 6586.0 PX
125 PX608 20250923 6550.0 6550.0 ... 6.55 6548.0 6602.0 PX
126 PX609 20250923 6580.0 6580.0 ... 3.29 6580.0 6634.0 PX
127 RI511 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250923 2534.0 2537.0 ... 33070.36 2493.0 2553.0 RM
134 RM601 20250923 2519.0 2519.0 ... 1206857.30 2468.0 2533.0 RM
135 RM603 20250923 2407.0 2409.0 ... 26030.09 2368.0 2423.0 RM
136 RM605 20250923 2367.0 2369.0 ... 257422.45 2338.0 2384.0 RM
137 RM607 20250923 2356.0 2356.0 ... 16271.20 2328.0 2373.0 RM
138 RM608 20250923 2455.0 2455.0 ... 2317.59 2427.0 2470.0 RM
139 RM609 20250923 2442.0 2462.0 ... 6438.24 2426.0 2458.0 RM
140 RS511 20250923 5306.0 5330.0 ... 90.06 5297.0 5346.0 RS
141 RS607 20250923 5519.0 5574.0 ... 166.34 5545.0 5570.0 RS
142 RS608 20250923 5526.0 5571.0 ... 177.37 5543.0 5579.0 RS
143 RS609 20250923 5534.0 5584.0 ... 122.16 5553.0 5588.0 RS
144 SA510 20250923 1205.0 1209.0 ... 13784.78 1200.0 1219.0 SA
145 SA511 20250923 1217.0 1218.0 ... 630620.16 1209.0 1233.0 SA
146 SA512 20250923 1278.0 1280.0 ... 303270.59 1267.0 1298.0 SA
147 SA601 20250923 1287.0 1290.0 ... 3200531.21 1278.0 1307.0 SA
148 SA602 20250923 1322.0 1323.0 ... 302874.97 1308.0 1344.0 SA
149 SA603 20250923 1329.0 1363.0 ... 5013.19 1317.0 1345.0 SA
150 SA604 20250923 1375.0 1375.0 ... 1850.53 1359.0 1387.0 SA
151 SA605 20250923 1380.0 1385.0 ... 179470.47 1364.0 1397.0 SA
152 SA606 20250923 1391.0 1392.0 ... 1518.85 1378.0 1409.0 SA
153 SA607 20250923 1393.0 1394.0 ... 1744.90 1380.0 1411.0 SA
154 SA608 20250923 1431.0 1431.0 ... 1465.37 1417.0 1441.0 SA
155 SA609 20250923 1438.0 1438.0 ... 6767.03 1423.0 1447.0 SA
156 SF510 20250923 5464.0 5544.0 ... 6162.35 5508.0 5510.0 SF
157 SF511 20250923 5642.0 5734.0 ... 696479.14 5692.0 5692.0 SF
158 SF512 20250923 5658.0 5718.0 ... 225000.00 5676.0 5708.0 SF
159 SF601 20250923 5636.0 5706.0 ... 191019.14 5664.0 5672.0 SF
160 SF602 20250923 5586.0 5668.0 ... 33277.91 5628.0 5632.0 SF
161 SF603 20250923 5810.0 5810.0 ... 54.94 5784.0 5810.0 SF
162 SF604 20250923 0.0 0.0 ... 0.00 5832.0 5876.0 SF
163 SF605 20250923 5758.0 5820.0 ... 2607.62 5776.0 5794.0 SF
164 SF606 20250923 5730.0 5774.0 ... 183.61 5738.0 5728.0 SF
165 SF607 20250923 5900.0 5900.0 ... 41.12 5876.0 5920.0 SF
166 SF608 20250923 5834.0 5856.0 ... 8.77 5846.0 5906.0 SF
167 SF609 20250923 5904.0 5904.0 ... 111.22 5854.0 5890.0 SF
168 SH510 20250923 2497.0 2506.0 ... 23584.32 2474.0 2517.0 SH
169 SH511 20250923 2518.0 2535.0 ... 712883.24 2493.0 2553.0 SH
170 SH512 20250923 2590.0 2598.0 ... 396488.93 2551.0 2615.0 SH
171 SH601 20250923 2594.0 2603.0 ... 3220884.00 2555.0 2622.0 SH
172 SH602 20250923 2618.0 2624.0 ... 58040.99 2573.0 2640.0 SH
173 SH603 20250923 2636.0 2637.0 ... 1941.86 2589.0 2662.0 SH
174 SH604 20250923 2681.0 2681.0 ... 386.46 2629.0 2697.0 SH
175 SH605 20250923 2688.0 2694.0 ... 24995.82 2648.0 2707.0 SH
176 SH606 20250923 2689.0 2695.0 ... 431.06 2661.0 2717.0 SH
177 SH607 20250923 2661.0 2668.0 ... 119.10 2647.0 2716.0 SH
178 SH608 20250923 2699.0 2699.0 ... 87.61 2655.0 2715.0 SH
179 SH609 20250923 2704.0 2704.0 ... 577.67 2674.0 2722.0 SH
180 SM510 20250923 5742.0 5838.0 ... 5693.78 5790.0 5798.0 SM
181 SM511 20250923 5844.0 5918.0 ... 260909.85 5862.0 5896.0 SM
182 SM512 20250923 5858.0 5924.0 ... 95495.91 5866.0 5906.0 SM
183 SM601 20250923 5858.0 5940.0 ... 725733.20 5890.0 5884.0 SM
184 SM602 20250923 5866.0 5948.0 ... 110787.74 5892.0 5936.0 SM
185 SM603 20250923 5902.0 5956.0 ... 381.97 5922.0 5894.0 SM
186 SM604 20250923 5940.0 5944.0 ... 23.75 5938.0 5992.0 SM
187 SM605 20250923 5918.0 5978.0 ... 10115.74 5930.0 5920.0 SM
188 SM606 20250923 5918.0 5918.0 ... 2.96 5918.0 5906.0 SM
189 SM607 20250923 5936.0 5952.0 ... 14.85 5940.0 5984.0 SM
190 SM608 20250923 5928.0 5928.0 ... 2.96 5928.0 5966.0 SM
191 SM609 20250923 5980.0 6008.0 ... 534.55 5974.0 5962.0 SM
192 SR511 20250923 5500.0 5516.0 ... 155873.47 5496.0 5497.0 SR
193 SR601 20250923 5451.0 5457.0 ... 1208829.22 5440.0 5461.0 SR
194 SR603 20250923 5450.0 5450.0 ... 6275.57 5424.0 5450.0 SR
195 SR605 20250923 5430.0 5435.0 ... 126861.56 5414.0 5442.0 SR
196 SR607 20250923 5448.0 5449.0 ... 5980.90 5427.0 5451.0 SR
197 SR609 20250923 5458.0 5459.0 ... 3040.49 5439.0 5465.0 SR
198 TA510 20250923 4522.0 4524.0 ... 18585.90 4512.0 4562.0 TA
199 TA511 20250923 4542.0 4546.0 ... 251751.50 4528.0 4576.0 TA
200 TA512 20250923 4560.0 4560.0 ... 100162.00 4540.0 4588.0 TA
201 TA601 20250923 4562.0 4568.0 ... 1376736.09 4550.0 4596.0 TA
202 TA602 20250923 4566.0 4578.0 ... 19993.68 4560.0 4606.0 TA
203 TA603 20250923 4576.0 4588.0 ... 157.71 4572.0 4630.0 TA
204 TA604 20250923 4580.0 4588.0 ... 6.87 4584.0 4618.0 TA
205 TA605 20250923 4600.0 4610.0 ... 54237.18 4592.0 4636.0 TA
206 TA606 20250923 4608.0 4608.0 ... 20.68 4596.0 4640.0 TA
207 TA607 20250923 4610.0 4624.0 ... 27.66 4610.0 4658.0 TA
208 TA608 20250923 4626.0 4628.0 ... 9.25 4626.0 4676.0 TA
209 TA609 20250923 4634.0 4642.0 ... 243.28 4634.0 4672.0 TA
210 UR510 20250923 1558.0 1566.0 ... 5681.73 1559.0 1561.0 UR
211 UR511 20250923 1630.0 1640.0 ... 57725.64 1634.0 1635.0 UR
212 UR512 20250923 1648.0 1653.0 ... 16640.84 1648.0 1648.0 UR
213 UR601 20250923 1655.0 1664.0 ... 373093.20 1658.0 1658.0 UR
214 UR602 20250923 1665.0 1671.0 ... 589.60 1666.0 1664.0 UR
215 UR603 20250923 1712.0 1714.0 ... 71.83 1710.0 1711.0 UR
216 UR604 20250923 1711.0 1715.0 ... 27.40 1713.0 1712.0 UR
217 UR605 20250923 1712.0 1718.0 ... 18504.79 1713.0 1716.0 UR
218 UR606 20250923 1713.0 1718.0 ... 181.69 1714.0 1717.0 UR
219 UR607 20250923 1748.0 1749.0 ... 188.59 1746.0 1753.0 UR
220 UR608 20250923 1745.0 1745.0 ... 24.39 1742.0 1747.0 UR
221 UR609 20250923 1735.0 1739.0 ... 350.40 1735.0 1740.0 UR
222 WH511 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 16:25:36,853 - future_1d - INFO - ak.get_czce_daily('2025-09-23') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250923 ... 79940 80130 CU
1 1 CU2511 20250923 ... 79940 80120 CU
2 2 CU2512 20250923 ... 79940 80120 CU
3 3 CU2601 20250923 ... 79920 80110 CU
4 4 CU2602 20250923 ... 79890 80100 CU
5 5 CU2603 20250923 ... 79880 80130 CU
6 6 CU2604 20250923 ... 79920 80170 CU
7 7 CU2605 20250923 ... 79890 80280 CU
8 8 CU2606 20250923 ... 79940 80260 CU
9 9 CU2607 20250923 ... 79930 80290 CU
10 10 CU2608 20250923 ... 79930 80210 CU
11 11 CU2609 20250923 ... 79940 80220 CU
12 12 BC2510 20250923 ... 70920 71050 BC
13 13 BC2511 20250923 ... 70990 71120 BC
14 14 BC2512 20250923 ... 71110 71490 BC
15 15 BC2601 20250923 ... 71300 71300 BC
16 16 BC2602 20250923 ... 71100 71100 BC
17 17 BC2603 20250923 ... 71210 71210 BC
18 18 BC2604 20250923 ... 71300 71300 BC
19 19 BC2605 20250923 ... 71300 71300 BC
20 20 BC2606 20250923 ... 71400 71400 BC
21 21 BC2607 20250923 ... 71400 71400 BC
22 22 BC2608 20250923 ... 71400 71400 BC
23 23 BC2609 20250923 ... 71550 71550 BC
24 24 AL2510 20250923 ... 20685 20760 AL
25 25 AL2511 20250923 ... 20685 20770 AL
26 26 AL2512 20250923 ... 20690 20765 AL
27 27 AL2601 20250923 ... 20690 20760 AL
28 28 AL2602 20250923 ... 20690 20765 AL
29 29 AL2603 20250923 ... 20715 20785 AL
30 30 AL2604 20250923 ... 20735 20840 AL
31 31 AL2605 20250923 ... 20740 20820 AL
32 32 AL2606 20250923 ... 20745 20820 AL
33 33 AL2607 20250923 ... 20745 20840 AL
34 34 AL2608 20250923 ... 20745 20830 AL
35 35 AL2609 20250923 ... 20775 20830 AL
36 36 ZN2510 20250923 ... 21945 21995 ZN
37 37 ZN2511 20250923 ... 21955 21995 ZN
38 38 ZN2512 20250923 ... 21955 22015 ZN
39 39 ZN2601 20250923 ... 21980 22035 ZN
40 40 ZN2602 20250923 ... 21980 22055 ZN
41 41 ZN2603 20250923 ... 21960 22070 ZN
42 42 ZN2604 20250923 ... 22020 22095 ZN
43 43 ZN2605 20250923 ... 22125 22145 ZN
44 44 ZN2606 20250923 ... 22105 22185 ZN
45 45 ZN2607 20250923 ... 22115 22205 ZN
46 46 ZN2608 20250923 ... 22140 22240 ZN
47 47 ZN2609 20250923 ... 22160 22305 ZN
48 48 PB2510 20250923 ... 17085 17120 PB
49 49 PB2511 20250923 ... 17125 17160 PB
50 50 PB2512 20250923 ... 17125 17170 PB
51 51 PB2601 20250923 ... 17095 17160 PB
52 52 PB2602 20250923 ... 17175 17175 PB
53 53 PB2603 20250923 ... 17125 17185 PB
54 54 PB2604 20250923 ... 17215 17185 PB
55 55 PB2605 20250923 ... 17150 17185 PB
56 56 PB2606 20250923 ... 17165 17195 PB
57 57 PB2607 20250923 ... 17180 17215 PB
58 58 PB2608 20250923 ... 17140 17220 PB
59 59 PB2609 20250923 ... 17185 17210 PB
60 60 NI2510 20250923 ... 121010 121440 NI
61 61 NI2511 20250923 ... 121170 121630 NI
62 62 NI2512 20250923 ... 121300 121810 NI
63 63 NI2601 20250923 ... 121540 122020 NI
64 64 NI2602 20250923 ... 121790 122170 NI
65 65 NI2603 20250923 ... 122010 122400 NI
66 66 NI2604 20250923 ... 122160 122780 NI
67 67 NI2605 20250923 ... 122370 122960 NI
68 68 NI2606 20250923 ... 122520 123530 NI
69 69 NI2607 20250923 ... 122800 123500 NI
70 70 NI2608 20250923 ... 123230 123810 NI
71 71 NI2609 20250923 ... 123490 123880 NI
72 72 SN2510 20250923 ... 270250 271360 SN
73 73 SN2511 20250923 ... 270590 271840 SN
74 74 SN2512 20250923 ... 270770 272050 SN
75 75 SN2601 20250923 ... 270840 272270 SN
76 76 SN2602 20250923 ... 270970 271620 SN
77 77 SN2603 20250923 ... 270870 271420 SN
78 78 SN2604 20250923 ... 271120 271610 SN
79 79 SN2605 20250923 ... 270970 272210 SN
80 80 SN2606 20250923 ... 271080 272850 SN
81 81 SN2607 20250923 ... 272210 272590 SN
82 82 SN2608 20250923 ... 272800 271030 SN
83 83 SN2609 20250923 ... 272720 274160 SN
84 84 AO2510 20250923 ... 2873 2915 AO
85 85 AO2511 20250923 ... 2877 2914 AO
86 86 AO2512 20250923 ... 2887 2924 AO
87 87 AO2601 20250923 ... 2899 2934 AO
88 88 AO2602 20250923 ... 2905 2938 AO
89 89 AO2603 20250923 ... 2974 3008 AO
90 90 AO2604 20250923 ... 2996 3016 AO
91 91 AO2605 20250923 ... 2992 3026 AO
92 92 AO2606 20250923 ... 3007 3031 AO
93 93 AO2607 20250923 ... 3008 3040 AO
94 94 AO2608 20250923 ... 3020 3044 AO
95 95 AO2609 20250923 ... 3030 3076 AO
96 96 AD2511 20250923 ... 20230 20315 AD
97 97 AD2512 20250923 ... 20260 20340 AD
98 98 AD2601 20250923 ... 20275 20355 AD
99 99 AD2602 20250923 ... 20285 20355 AD
100 100 AD2603 20250923 ... 20300 20415 AD
101 101 AD2604 20250923 ... 20320 20345 AD
102 102 AD2605 20250923 ... 20320 20340 AD
103 103 AD2606 20250923 ... 20305 20305 AD
104 104 AD2607 20250923 ... 20510 20510 AD
105 105 AD2608 20250923 ... 20515 20515 AD
106 106 AD2609 20250923 ... 20335 20515 AD
107 107 AU2510 20250923 ... 847.78 835.38 AU
108 108 AU2511 20250923 ... 850.82 839.18 AU
109 109 AU2512 20250923 ... 851.2 838.74 AU
110 110 AU2602 20250923 ... 853.94 841.9 AU
111 111 AU2604 20250923 ... 855.86 844.64 AU
112 112 AU2606 20250923 ... 858.76 845.2 AU
113 113 AU2608 20250923 ... 861.04 848.34 AU
114 114 AU2610 20250923 ... 864.14 850.26 AU
115 115 AG2510 20250923 ... 10273 10136 AG
116 116 AG2511 20250923 ... 10294 10147 AG
117 117 AG2512 20250923 ... 10311 10168 AG
118 118 AG2601 20250923 ... 10318 10181 AG
119 119 AG2602 20250923 ... 10328 10181 AG
120 120 AG2603 20250923 ... 10346 10236 AG
121 121 AG2604 20250923 ... 10349 10233 AG
122 122 AG2605 20250923 ... 10372 10242 AG
123 123 AG2606 20250923 ... 10389 10262 AG
124 124 AG2607 20250923 ... 10399 10281 AG
125 125 AG2608 20250923 ... 10418 10291 AG
126 126 AG2609 20250923 ... 10429 10322 AG
127 127 RB2510 20250923 ... 3074 3093 RB
128 128 RB2511 20250923 ... 3088 3109 RB
129 129 RB2512 20250923 ... 3140 3161 RB
130 130 RB2601 20250923 ... 3163 3187 RB
131 131 RB2602 20250923 ... 3163 3188 RB
132 132 RB2603 20250923 ... 3182 3210 RB
133 133 RB2604 20250923 ... 3200 3222 RB
134 134 RB2605 20250923 ... 3220 3245 RB
135 135 RB2606 20250923 ... 3233 3257 RB
136 136 RB2607 20250923 ... 3248 3272 RB
137 137 RB2608 20250923 ... 3242 3266 RB
138 138 RB2609 20250923 ... 3248 3274 RB
139 139 WR2510 20250923 ... 3275 3289 WR
140 140 WR2511 20250923 ... 3302 3302 WR
141 141 WR2512 20250923 ... 3324 3324 WR
142 142 WR2601 20250923 ... 3337 3349 WR
143 143 WR2602 20250923 ... 3330 3358 WR
144 144 WR2603 20250923 ... 3399 3399 WR
145 145 WR2604 20250923 ... 3389 3389 WR
146 146 WR2605 20250923 ... 3414 3414 WR
147 147 WR2606 20250923 ... 3372 3372 WR
148 148 WR2607 20250923 ... 3390 3390 WR
149 149 WR2608 20250923 ... 3371 3399 WR
150 150 WR2609 20250923 ... 3450 3466 WR
151 151 HC2510 20250923 ... 3396 3424 HC
152 152 HC2511 20250923 ... 3377 3408 HC
153 153 HC2512 20250923 ... 3356 3392 HC
154 154 HC2601 20250923 ... 3349 3385 HC
155 155 HC2602 20250923 ... 3345 3383 HC
156 156 HC2603 20250923 ... 3350 3385 HC
157 157 HC2604 20250923 ... 3356 3388 HC
158 158 HC2605 20250923 ... 3358 3393 HC
159 159 HC2606 20250923 ... 3370 3399 HC
160 160 HC2607 20250923 ... 3376 3405 HC
161 161 HC2608 20250923 ... 3378 3392 HC
162 162 HC2609 20250923 ... 3378 3396 HC
163 163 SS2510 20250923 ... 12790 12795 SS
164 164 SS2511 20250923 ... 12905 12910 SS
165 165 SS2512 20250923 ... 12940 12945 SS
166 166 SS2601 20250923 ... 13005 13015 SS
167 167 SS2602 20250923 ... 13065 13075 SS
168 168 SS2603 20250923 ... 13125 13140 SS
169 169 SS2604 20250923 ... 13190 13195 SS
170 170 SS2605 20250923 ... 13255 13265 SS
171 171 SS2606 20250923 ... 13305 13310 SS
172 172 SS2607 20250923 ... 13340 13360 SS
173 173 SS2608 20250923 ... 13420 13395 SS
174 174 SS2609 20250923 ... 13485 13475 SS
175 175 SC2510 20250923 ... 477.6 485.5 SC
176 176 SC2511 20250923 ... 475.3 484.2 SC
177 177 SC2512 20250923 ... 475.6 483.6 SC
178 178 SC2601 20250923 ... 475.6 482.9 SC
179 179 SC2602 20250923 ... 475.1 481.8 SC
180 180 SC2603 20250923 ... 474.4 481.1 SC
181 181 SC2604 20250923 ... 475.3 481.3 SC
182 182 SC2605 20250923 ... 475 480.9 SC
183 183 SC2606 20250923 ... 474.4 480.2 SC
184 184 SC2607 20250923 ... 472.8 480.4 SC
185 185 SC2608 20250923 ... 472.8 478 SC
186 186 SC2609 20250923 ... 471.8 477.7 SC
187 187 SC2612 20250923 ... 469.8 473.9 SC
188 188 SC2703 20250923 ... 472 475.1 SC
189 189 SC2706 20250923 ... 469.2 469.2 SC
190 190 SC2709 20250923 ... 470 473.2 SC
191 191 SC2712 20250923 ... 466.3 466.3 SC
192 192 SC2803 20250923 ... 468 470 SC
193 193 SC2806 20250923 ... 458.9 462.8 SC
194 194 SC2809 20250923 ... 461 465.7 SC
195 195 LU2510 20250923 ... 3317 3351 LU
196 196 LU2511 20250923 ... 3345 3373 LU
197 197 LU2512 20250923 ... 3328 3354 LU
198 198 LU2601 20250923 ... 3318 3342 LU
199 199 LU2602 20250923 ... 3309 3334 LU
200 200 LU2603 20250923 ... 3301 3326 LU
201 201 LU2604 20250923 ... 3294 3323 LU
202 202 LU2605 20250923 ... 3304 3326 LU
203 203 LU2606 20250923 ... 3297 3319 LU
204 204 LU2607 20250923 ... 3278 3307 LU
205 205 LU2608 20250923 ... 3274 3306 LU
206 206 LU2609 20250923 ... 3268 3292 LU
207 207 FU2510 20250923 ... 2770 2803 FU
208 208 FU2511 20250923 ... 2797 2818 FU
209 209 FU2512 20250923 ... 2776 2796 FU
210 210 FU2601 20250923 ... 2758 2778 FU
211 211 FU2602 20250923 ... 2744 2761 FU
212 212 FU2603 20250923 ... 2736 2754 FU
213 213 FU2604 20250923 ... 2730 2749 FU
214 214 FU2605 20250923 ... 2718 2739 FU
215 215 FU2606 20250923 ... 2710 2732 FU
216 216 FU2607 20250923 ... 2690 2713 FU
217 217 FU2608 20250923 ... 2684 2708 FU
218 218 FU2609 20250923 ... 2674 2695 FU
219 219 BU2510 20250923 ... 3387 3421 BU
220 220 BU2511 20250923 ... 3377 3414 BU
221 221 BU2512 20250923 ... 3324 3364 BU
222 222 BU2601 20250923 ... 3291 3336 BU
223 223 BU2602 20250923 ... 3298 3340 BU
224 224 BU2603 20250923 ... 3306 3342 BU
225 225 BU2604 20250923 ... 3312 3346 BU
226 226 BU2605 20250923 ... 3308 3346 BU
227 227 BU2606 20250923 ... 3309 3337 BU
228 228 BU2607 20250923 ... 3310 3330 BU
229 229 BU2608 20250923 ... 3302 3337 BU
230 230 BU2609 20250923 ... 3304 3332 BU
231 231 BU2612 20250923 ... 3276 3297 BU
232 232 BU2703 20250923 ... 3281 3312 BU
233 233 BU2706 20250923 ... 3289 3308 BU
234 234 BU2709 20250923 ... 3297 3337 BU
235 235 BR2510 20250923 ... 11545 11565 BR
236 236 BR2511 20250923 ... 11480 11495 BR
237 237 BR2512 20250923 ... 11465 11475 BR
238 238 BR2601 20250923 ... 11460 11475 BR
239 239 BR2602 20250923 ... 11500 11485 BR
240 240 BR2603 20250923 ... 11570 11470 BR
241 241 BR2604 20250923 ... 11540 11535 BR
242 242 BR2605 20250923 ... 11510 11545 BR
243 243 BR2606 20250923 ... 11620 11630 BR
244 244 BR2607 20250923 ... 11680 11730 BR
245 245 BR2608 20250923 ... 11685 11715 BR
246 246 BR2609 20250923 ... 11675 11675 BR
247 247 RU2510 20250923 ... 14780 14745 RU
248 248 RU2511 20250923 ... 14695 14675 RU
249 249 RU2601 20250923 ... 15570 15560 RU
250 250 RU2603 20250923 ... 15510 15560 RU
251 251 RU2604 20250923 ... 15505 15550 RU
252 252 RU2605 20250923 ... 15525 15540 RU
253 253 RU2606 20250923 ... 15655 15580 RU
254 254 RU2607 20250923 ... 15575 15580 RU
255 255 RU2608 20250923 ... 15680 15735 RU
256 256 RU2609 20250923 ... 15575 15610 RU
257 257 NR2510 20250923 ... 12390 12340 NR
258 258 NR2511 20250923 ... 12435 12365 NR
259 259 NR2512 20250923 ... 12445 12385 NR
260 260 NR2601 20250923 ... 12475 12405 NR
261 261 NR2602 20250923 ... 12460 12420 NR
262 262 NR2603 20250923 ... 12505 12385 NR
263 263 NR2604 20250923 ... 12525 12440 NR
264 264 NR2605 20250923 ... 12505 12485 NR
265 265 NR2606 20250923 ... 12495 12495 NR
266 266 NR2607 20250923 ... 12650 12650 NR
267 267 NR2608 20250923 ... 12685 12685 NR
268 268 NR2609 20250923 ... 12510 12510 NR
269 269 SP2510 20250923 ... 4984 4980 SP
270 270 SP2511 20250923 ... 5006 5006 SP
271 271 SP2512 20250923 ... 5026 5024 SP
272 272 SP2601 20250923 ... 5274 5298 SP
273 273 SP2602 20250923 ... 5264 5286 SP
274 274 SP2603 20250923 ... 5282 5304 SP
275 275 SP2604 20250923 ... 5286 5320 SP
276 276 SP2605 20250923 ... 5300 5316 SP
277 277 SP2606 20250923 ... 5308 5320 SP
278 278 SP2607 20250923 ... 5310 5322 SP
279 279 SP2608 20250923 ... 5312 5330 SP
280 280 SP2609 20250923 ... 5308 5340 SP
281 281 OP2601 20250923 ... 4230 4238 OP
282 282 OP2602 20250923 ... 4228 4232 OP
283 283 OP2603 20250923 ... 4238 4258 OP
284 284 OP2604 20250923 ... 4262 4270 OP
285 285 OP2605 20250923 ... 4276 4286 OP
286 286 OP2606 20250923 ... 4242 4242 OP
287 287 OP2607 20250923 ... 4258 4258 OP
288 288 OP2608 20250923 ... 4238 4260 OP
289 289 OP2609 20250923 ... 4342 4342 OP
290 290 EC2510 20250923 ... 1085.4 1102 EC
291 291 EC2512 20250923 ... 1622.5 1669.2 EC
292 292 EC2602 20250923 ... 1536.9 1586.4 EC
293 293 EC2604 20250923 ... 1235.7 1274.4 EC
294 294 EC2606 20250923 ... 1422.5 1454.8 EC
295 295 EC2608 20250923 ... 1591.2 1606.8 EC
296 298 SC_TAS2511 20250923 ... SC_TAS
297 299 SC_TAS2512 20250923 ... SC_TAS
298 300 SC_TAS2601 20250923 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 16:25:36,954 - future_1d - INFO - ak.get_shfe_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 SC2510 20250923 481.2 ... 477.6 485.5 SC
1 SC2511 20250923 476.6 ... 475.3 484.2 SC
2 SC2512 20250923 477.4 ... 475.6 483.6 SC
3 SC2601 20250923 476.3 ... 475.6 482.9 SC
4 SC2602 20250923 476.6 ... 475.1 481.8 SC
5 SC2603 20250923 476 ... 474.4 481.1 SC
6 SC2604 20250923 476.6 ... 475.3 481.3 SC
7 SC2605 20250923 476.5 ... 475 480.9 SC
8 SC2606 20250923 474.7 ... 474.4 480.2 SC
9 SC2607 20250923 474.2 ... 472.8 480.4 SC
10 SC2608 20250923 473.5 ... 472.8 478 SC
11 SC2609 20250923 471.3 ... 471.8 477.7 SC
12 SC2612 20250923 470.6 ... 469.8 473.9 SC
13 SC2703 20250923 ... 472 475.1 SC
14 SC2706 20250923 ... 469.2 469.2 SC
15 SC2709 20250923 ... 470 473.2 SC
16 SC2712 20250923 ... 466.3 466.3 SC
17 SC2803 20250923 ... 468 470 SC
18 SC2806 20250923 456.5 ... 458.9 462.8 SC
19 SC2809 20250923 ... 461 465.7 SC
21 LU2510 20250923 3322 ... 3317 3351 LU
22 LU2511 20250923 3330 ... 3345 3373 LU
23 LU2512 20250923 3328 ... 3328 3354 LU
24 LU2601 20250923 3320 ... 3318 3342 LU
25 LU2602 20250923 3301 ... 3309 3334 LU
26 LU2603 20250923 3296 ... 3301 3326 LU
27 LU2604 20250923 3289 ... 3294 3323 LU
28 LU2605 20250923 3299 ... 3304 3326 LU
29 LU2606 20250923 3281 ... 3297 3319 LU
30 LU2607 20250923 3280 ... 3278 3307 LU
31 LU2608 20250923 3270 ... 3274 3306 LU
32 LU2609 20250923 3262 ... 3268 3292 LU
34 NR2510 20250923 12400 ... 12390 12340 NR
35 NR2511 20250923 12445 ... 12435 12365 NR
36 NR2512 20250923 12460 ... 12445 12385 NR
37 NR2601 20250923 12505 ... 12475 12405 NR
38 NR2602 20250923 12470 ... 12460 12420 NR
39 NR2603 20250923 12480 ... 12505 12385 NR
40 NR2604 20250923 12545 ... 12525 12440 NR
41 NR2605 20250923 12525 ... 12505 12485 NR
42 NR2606 20250923 ... 12495 12495 NR
43 NR2607 20250923 ... 12650 12650 NR
44 NR2608 20250923 ... 12685 12685 NR
45 NR2609 20250923 ... 12510 12510 NR
47 BC2510 20250923 71080 ... 70920 71050 BC
48 BC2511 20250923 71150 ... 70990 71120 BC
49 BC2512 20250923 71490 ... 71110 71490 BC
50 BC2601 20250923 ... 71300 71300 BC
51 BC2602 20250923 ... 71100 71100 BC
52 BC2603 20250923 ... 71210 71210 BC
53 BC2604 20250923 ... 71300 71300 BC
54 BC2605 20250923 ... 71300 71300 BC
55 BC2606 20250923 ... 71400 71400 BC
56 BC2607 20250923 ... 71400 71400 BC
57 BC2608 20250923 ... 71400 71400 BC
58 BC2609 20250923 ... 71550 71550 BC
60 EC2510 20250923 1101 ... 1085.4 1102 EC
61 EC2512 20250923 1640 ... 1622.5 1669.2 EC
62 EC2602 20250923 1560.1 ... 1536.9 1586.4 EC
63 EC2604 20250923 1270 ... 1235.7 1274.4 EC
64 EC2606 20250923 1453.1 ... 1422.5 1454.8 EC
65 EC2608 20250923 1586.1 ... 1591.2 1606.8 EC
68 SC_TAS2511 20250923 ... SC_TAS
69 SC_TAS2512 20250923 ... SC_TAS
70 SC_TAS2601 20250923 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 16:25:37,016 - future_1d - INFO - ak.get_ine_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 PS2510 20250923 51015.0 ... 50335.0 51890.0 PS
1 PS2511 20250923 50900.0 ... 50170.0 51675.0 PS
2 PS2512 20250923 53420.0 ... 52510.0 54225.0 PS
3 PS2601 20250923 53070.0 ... 52240.0 54065.0 PS
4 PS2602 20250923 53345.0 ... 52145.0 54595.0 PS
5 PS2603 20250923 53410.0 ... 51780.0 54490.0 PS
6 PS2604 20250923 53440.0 ... 52115.0 54165.0 PS
7 PS2605 20250923 53100.0 ... 51960.0 53990.0 PS
8 PS2606 20250923 55615.0 ... 54160.0 56335.0 PS
9 PS2607 20250923 55715.0 ... 53800.0 56470.0 PS
10 PS2608 20250923 55385.0 ... 53725.0 56380.0 PS
11 PS2609 20250923 55295.0 ... 53680.0 56245.0 PS
13 SI2510 20250923 8900.0 ... 8905.0 9110.0 SI
14 SI2511 20250923 8930.0 ... 8945.0 9135.0 SI
15 SI2512 20250923 9330.0 ... 9350.0 9520.0 SI
16 SI2601 20250923 9310.0 ... 9305.0 9515.0 SI
17 SI2602 20250923 9320.0 ... 9320.0 9525.0 SI
18 SI2603 20250923 9390.0 ... 9340.0 9510.0 SI
19 SI2604 20250923 9330.0 ... 9335.0 9500.0 SI
20 SI2605 20250923 9330.0 ... 9355.0 9520.0 SI
21 SI2606 20250923 9345.0 ... 9335.0 9545.0 SI
22 SI2607 20250923 9380.0 ... 9355.0 9510.0 SI
23 SI2608 20250923 9340.0 ... 9350.0 9560.0 SI
24 SI2609 20250923 9380.0 ... 9360.0 9575.0 SI
27 LC2510 20250923 72880.0 ... 73160.0 73660.0 LC
28 LC2511 20250923 73040.0 ... 73460.0 73780.0 LC
29 LC2512 20250923 73240.0 ... 73540.0 73940.0 LC
30 LC2601 20250923 74160.0 ... 73440.0 73880.0 LC
31 LC2602 20250923 73120.0 ... 73360.0 73580.0 LC
32 LC2603 20250923 73520.0 ... 73320.0 73840.0 LC
33 LC2604 20250923 74180.0 ... 73900.0 74240.0 LC
34 LC2605 20250923 73860.0 ... 73800.0 74280.0 LC
35 LC2606 20250923 73700.0 ... 73500.0 74180.0 LC
36 LC2607 20250923 73460.0 ... 73440.0 73980.0 LC
37 LC2608 20250923 73600.0 ... 73500.0 74100.0 LC
38 LC2609 20250923 73680.0 ... 73580.0 74020.0 LC
[36 rows x 12 columns]
2025-09-29 16:25:37,369 - future_1d - INFO - ak.get_gfex_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 IC2510 20250923 7156.800 ... 7034.000 7124.600 IC
1 IC2511 20250923 7093.200 ... 6972.000 7056.600 IC
2 IC2512 20250923 7033.000 ... 6888.200 6995.000 IC
3 IC2603 20250923 6857.000 ... 6715.600 6825.000 IC
4 IF2510 20250923 4516.800 ... 4482.000 4497.400 IF
5 IF2511 20250923 4502.000 ... 4472.600 4481.800 IF
6 IF2512 20250923 4495.000 ... 4454.600 4472.400 IF
7 IF2603 20250923 4469.000 ... 4425.200 4448.800 IF
8 IH2510 20250923 2917.000 ... 2911.800 2917.000 IH
9 IH2511 20250923 2915.800 ... 2912.600 2915.800 IH
10 IH2512 20250923 2920.000 ... 2912.400 2917.400 IH
11 IH2603 20250923 2921.000 ... 2911.400 2918.800 IH
12 IM2510 20250923 7402.200 ... 7250.400 7373.800 IM
13 IM2511 20250923 7319.800 ... 7160.400 7290.800 IM
14 IM2512 20250923 7236.800 ... 7075.800 7211.000 IM
15 IM2603 20250923 7029.000 ... 6870.200 7002.600 IM
16 T2512 20250923 107.905 ... 107.755 107.945 T
17 T2603 20250923 107.575 ... 107.420 107.595 T
18 T2606 20250923 107.400 ... 107.320 107.460 T
19 TF2512 20250923 105.730 ... 105.645 105.760 TF
20 TF2603 20250923 105.610 ... 105.515 105.620 TF
21 TF2606 20250923 105.530 ... 105.455 105.555 TF
22 TL2512 20250923 114.950 ... 114.540 115.090 TL
23 TL2603 20250923 114.660 ... 114.200 114.750 TL
24 TL2606 20250923 114.510 ... 114.250 114.770 TL
25 TS2512 20250923 102.394 ... 102.352 102.396 TS
26 TS2603 20250923 102.312 ... 102.280 102.324 TS
27 TS2606 20250923 102.274 ... 102.280 102.300 TS
[28 rows x 12 columns]
2025-09-29 16:25:37,742 - future_1d - INFO - ak.get_cffex_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 a2511 20250923 3909.00 ... 3876.00 3911.00 A
1 a2601 20250923 3899.00 ... 3870.00 3908.00 A
2 a2603 20250923 3912.00 ... 3872.00 3912.00 A
3 a2605 20250923 3951.00 ... 3911.00 3949.00 A
4 a2607 20250923 3956.00 ... 3917.00 3954.00 A
5 a2609 20250923 3964.00 ... 3927.00 3961.00 A
6 b2510 20250923 3678.00 ... 3576.00 3686.00 B
7 b2511 20250923 3705.00 ... 3607.00 3716.00 B
8 b2512 20250923 3740.00 ... 3645.00 3746.00 B
9 b2601 20250923 3720.00 ... 3639.00 3733.00 B
10 b2602 20250923 3717.00 ... 3635.00 3727.00 B
11 b2603 20250923 3672.00 ... 3586.00 3683.00 B
12 b2604 20250923 3560.00 ... 3494.00 3573.00 B
13 b2605 20250923 3487.00 ... 3426.00 3496.00 B
14 b2606 20250923 3445.00 ... 3401.00 3475.00 B
15 b2607 20250923 3452.00 ... 3406.00 3475.00 B
16 b2608 20250923 3547.00 ... 3510.00 3566.00 B
17 b2609 20250923 3554.00 ... 3510.00 3583.00 B
18 bb2511 20250923 141.80 ... 142.05 142.05 BB
19 bb2601 20250923 146.65 ... 146.65 146.50 BB
20 bb2603 20250923 147.10 ... 147.00 146.80 BB
21 bb2605 20250923 0.00 ... 141.60 141.45 BB
22 bb2607 20250923 0.00 ... 146.35 146.20 BB
23 bb2609 20250923 0.00 ... 146.35 146.20 BB
24 bz2603 20250923 5900.00 ... 5865.00 5922.00 BZ
25 bz2604 20250923 5866.00 ... 5841.00 5904.00 BZ
26 bz2605 20250923 5857.00 ... 5859.00 5927.00 BZ
27 bz2606 20250923 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250923 0.00 ... 5859.00 5935.00 BZ
29 bz2608 20250923 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250923 2144.00 ... 2151.00 2163.00 C
31 c2601 20250923 2135.00 ... 2134.00 2148.00 C
32 c2603 20250923 2146.00 ... 2146.00 2159.00 C
33 c2605 20250923 2210.00 ... 2207.00 2218.00 C
34 c2607 20250923 2222.00 ... 2220.00 2231.00 C
35 c2609 20250923 2238.00 ... 2235.00 2247.00 C
36 cs2511 20250923 2429.00 ... 2436.00 2453.00 CS
37 cs2601 20250923 2450.00 ... 2452.00 2467.00 CS
38 cs2603 20250923 2458.00 ... 2458.00 2473.00 CS
39 cs2605 20250923 2542.00 ... 2541.00 2554.00 CS
40 cs2607 20250923 2552.00 ... 2549.00 2562.00 CS
41 cs2609 20250923 2581.00 ... 2576.00 2591.00 CS
42 eb2509 20250923 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250923 6856.00 ... 6839.00 6947.00 EB
44 eb2511 20250923 6892.00 ... 6865.00 6952.00 EB
45 eb2512 20250923 6916.00 ... 6883.00 6970.00 EB
46 eb2601 20250923 6962.00 ... 6927.00 7012.00 EB
47 eb2602 20250923 6988.00 ... 6966.00 7058.00 EB
48 eb2603 20250923 7027.00 ... 7002.00 7095.00 EB
49 eb2604 20250923 7069.00 ... 7048.00 7110.00 EB
50 eb2605 20250923 7097.00 ... 7065.00 7145.00 EB
51 eb2606 20250923 7103.00 ... 7086.00 7173.00 EB
52 eb2607 20250923 7085.00 ... 7071.00 7137.00 EB
53 eb2608 20250923 7099.00 ... 7099.00 7243.00 EB
54 eg2509 20250923 4078.00 ... 4139.00 4338.00 EG
55 eg2510 20250923 4269.00 ... 4246.00 4279.00 EG
56 eg2511 20250923 4219.00 ... 4201.00 4234.00 EG
57 eg2512 20250923 4204.00 ... 4193.00 4246.00 EG
58 eg2601 20250923 4231.00 ... 4214.00 4249.00 EG
59 eg2602 20250923 4230.00 ... 4226.00 4241.00 EG
60 eg2603 20250923 4237.00 ... 4234.00 4271.00 EG
61 eg2604 20250923 4266.00 ... 4261.00 4294.00 EG
62 eg2605 20250923 4288.00 ... 4271.00 4305.00 EG
63 eg2606 20250923 4288.00 ... 4292.00 4311.00 EG
64 eg2607 20250923 4300.00 ... 4300.00 4321.00 EG
65 eg2608 20250923 0.00 ... 4346.00 4378.00 EG
66 fb2510 20250923 1261.00 ... 1260.00 1259.00 FB
67 fb2511 20250923 1256.00 ... 1254.50 1254.00 FB
68 fb2512 20250923 1254.00 ... 1252.50 1254.50 FB
69 fb2601 20250923 1255.50 ... 1253.50 1255.50 FB
70 fb2602 20250923 1254.50 ... 1254.50 1255.50 FB
71 fb2603 20250923 1247.50 ... 1247.00 1247.50 FB
72 fb2604 20250923 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250923 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250923 0.00 ... 1294.50 1294.50 FB
75 fb2607 20250923 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250923 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250923 0.00 ... 1296.00 1296.00 FB
78 i2510 20250923 820.50 ... 821.00 828.50 I
79 i2511 20250923 819.50 ... 816.00 824.50 I
80 i2512 20250923 817.50 ... 810.50 819.00 I
81 i2601 20250923 808.50 ... 803.50 812.50 I
82 i2602 20250923 803.00 ... 800.00 808.00 I
83 i2603 20250923 796.50 ... 793.00 802.00 I
84 i2604 20250923 793.00 ... 789.50 796.50 I
85 i2605 20250923 785.00 ... 781.00 790.00 I
86 i2606 20250923 779.50 ... 776.00 784.00 I
87 i2607 20250923 778.00 ... 771.50 779.50 I
88 i2608 20250923 773.00 ... 767.00 774.50 I
89 i2609 20250923 803.00 ... 767.50 768.50 I
90 j2510 20250923 1601.00 ... 1604.00 1621.50 J
91 j2511 20250923 1645.00 ... 1632.50 1653.00 J
92 j2512 20250923 1654.50 ... 1664.00 1698.00 J
93 j2601 20250923 1721.00 ... 1710.50 1729.00 J
94 j2602 20250923 1755.50 ... 1747.50 1760.00 J
95 j2603 20250923 0.00 ... 1783.00 1783.00 J
96 j2604 20250923 0.00 ... 1814.00 1814.00 J
97 j2605 20250923 1859.00 ... 1847.00 1868.50 J
98 j2606 20250923 1869.50 ... 1869.50 1899.50 J
99 j2607 20250923 1878.00 ... 1878.00 1902.50 J
100 j2608 20250923 1905.00 ... 1905.00 1931.50 J
101 j2609 20250923 1931.00 ... 1933.50 1948.00 J
102 jd2509 20250923 3120.00 ... 3120.00 3193.00 JD
103 jd2510 20250923 2982.00 ... 2962.00 3003.00 JD
104 jd2511 20250923 3069.00 ... 3070.00 3096.00 JD
105 jd2512 20250923 3182.00 ... 3192.00 3224.00 JD
106 jd2601 20250923 3363.00 ... 3366.00 3381.00 JD
107 jd2602 20250923 3123.00 ... 3125.00 3135.00 JD
108 jd2603 20250923 3142.00 ... 3140.00 3156.00 JD
109 jd2604 20250923 3306.00 ... 3288.00 3324.00 JD
110 jd2605 20250923 3426.00 ... 3406.00 3443.00 JD
111 jd2606 20250923 3240.00 ... 3232.00 3254.00 JD
112 jd2607 20250923 3479.00 ... 3471.00 3492.00 JD
113 jd2608 20250923 3920.00 ... 3918.00 3924.00 JD
114 jm2510 20250923 1036.00 ... 1019.00 1036.00 JM
115 jm2511 20250923 1081.00 ... 1069.50 1085.50 JM
116 jm2512 20250923 1147.50 ... 1140.50 1155.50 JM
117 jm2601 20250923 1214.00 ... 1209.50 1229.00 JM
118 jm2602 20250923 1239.50 ... 1232.50 1251.00 JM
119 jm2603 20250923 1259.00 ... 1254.50 1277.50 JM
120 jm2604 20250923 1275.50 ... 1276.00 1304.00 JM
121 jm2605 20250923 1305.00 ... 1301.00 1323.00 JM
122 jm2606 20250923 1315.00 ... 1314.50 1347.50 JM
123 jm2607 20250923 1326.50 ... 1329.50 1361.00 JM
124 jm2608 20250923 1346.00 ... 1345.50 1370.00 JM
125 jm2609 20250923 1376.00 ... 1370.50 1389.50 JM
126 l2510 20250923 7073.00 ... 7043.00 7074.00 L
127 l2511 20250923 7093.00 ... 7073.00 7107.00 L
128 l2512 20250923 7114.00 ... 7093.00 7133.00 L
129 l2601 20250923 7116.00 ... 7108.00 7153.00 L
130 l2602 20250923 7112.00 ... 7109.00 7155.00 L
131 l2603 20250923 7132.00 ... 7126.00 7167.00 L
132 l2604 20250923 7172.00 ... 7157.00 7216.00 L
133 l2605 20250923 7172.00 ... 7154.00 7204.00 L
134 l2606 20250923 7171.00 ... 7155.00 7195.00 L
135 l2607 20250923 7184.00 ... 7175.00 7206.00 L
136 l2608 20250923 7206.00 ... 7209.00 7223.00 L
137 l2609 20250923 7222.00 ... 7204.00 7237.00 L
138 lg2509 20250923 780.00 ... 780.00 780.00 LG
139 lg2511 20250923 808.00 ... 807.00 808.00 LG
140 lg2601 20250923 823.50 ... 820.00 821.00 LG
141 lg2603 20250923 825.50 ... 825.00 826.50 LG
142 lg2605 20250923 826.00 ... 827.00 830.50 LG
143 lg2607 20250923 830.00 ... 829.50 832.50 LG
144 lh2509 20250923 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250923 12760.00 ... 12730.00 12855.00 LH
146 lh2601 20250923 13310.00 ... 13280.00 13405.00 LH
147 lh2603 20250923 12745.00 ... 12685.00 12815.00 LH
148 lh2605 20250923 13230.00 ... 13130.00 13315.00 LH
149 lh2607 20250923 13905.00 ... 13780.00 13990.00 LH
150 m2511 20250923 2995.00 ... 2922.00 3003.00 M
151 m2512 20250923 3040.00 ... 2968.00 3048.00 M
152 m2601 20250923 3013.00 ... 2954.00 3030.00 M
153 m2603 20250923 2943.00 ... 2906.00 2968.00 M
154 m2605 20250923 2770.00 ... 2739.00 2784.00 M
155 m2607 20250923 2762.00 ... 2736.00 2776.00 M
156 m2608 20250923 2877.00 ... 2843.00 2887.00 M
157 m2609 20250923 2885.00 ... 2847.00 2893.00 M
158 p2510 20250923 9210.00 ... 8948.00 9244.00 P
159 p2511 20250923 9264.00 ... 9052.00 9278.00 P
160 p2512 20250923 9278.00 ... 9072.00 9292.00 P
161 p2601 20250923 9282.00 ... 9086.00 9326.00 P
162 p2602 20250923 9290.00 ... 9078.00 9276.00 P
163 p2603 20250923 9228.00 ... 9008.00 9276.00 P
164 p2604 20250923 9128.00 ... 8938.00 9216.00 P
165 p2605 20250923 9108.00 ... 8866.00 9120.00 P
166 p2606 20250923 8990.00 ... 8762.00 9002.00 P
167 p2607 20250923 8800.00 ... 8648.00 8894.00 P
168 p2608 20250923 8726.00 ... 8574.00 8834.00 P
169 p2609 20250923 8776.00 ... 8520.00 8768.00 P
170 pg2509 20250923 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250923 4314.00 ... 4318.00 4366.00 PG
172 pg2511 20250923 4258.00 ... 4247.00 4293.00 PG
173 pg2512 20250923 4194.00 ... 4185.00 4232.00 PG
174 pg2601 20250923 4132.00 ... 4123.00 4171.00 PG
175 pg2602 20250923 4056.00 ... 4055.00 4100.00 PG
176 pg2603 20250923 3994.00 ... 3977.00 4020.00 PG
177 pg2604 20250923 4348.00 ... 4332.00 4366.00 PG
178 pg2605 20250923 4261.00 ... 4246.00 4281.00 PG
179 pg2606 20250923 4197.00 ... 4197.00 4195.00 PG
180 pg2607 20250923 4134.00 ... 4134.00 4159.00 PG
181 pg2608 20250923 4080.00 ... 4080.00 4095.00 PG
182 pp2510 20250923 6755.00 ... 6750.00 6785.00 PP
183 pp2511 20250923 6796.00 ... 6782.00 6821.00 PP
184 pp2512 20250923 6839.00 ... 6818.00 6857.00 PP
185 pp2601 20250923 6866.00 ... 6850.00 6895.00 PP
186 pp2602 20250923 6852.00 ... 6836.00 6882.00 PP
187 pp2603 20250923 6839.00 ... 6840.00 6870.00 PP
188 pp2604 20250923 6887.00 ... 6876.00 6911.00 PP
189 pp2605 20250923 6905.00 ... 6900.00 6942.00 PP
190 pp2606 20250923 6877.00 ... 6852.00 6903.00 PP
191 pp2607 20250923 6865.00 ... 6842.00 6878.00 PP
192 pp2608 20250923 6871.00 ... 6859.00 6894.00 PP
193 pp2609 20250923 6900.00 ... 6892.00 6931.00 PP
194 rr2510 20250923 3614.00 ... 3619.00 3610.00 RR
195 rr2511 20250923 3616.00 ... 3615.00 3615.00 RR
196 rr2512 20250923 3616.00 ... 3615.00 3613.00 RR
197 rr2601 20250923 3622.00 ... 3620.00 3624.00 RR
198 rr2602 20250923 3606.00 ... 3606.00 3608.00 RR
199 rr2603 20250923 3612.00 ... 3612.00 3611.00 RR
200 rr2604 20250923 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250923 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250923 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250923 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250923 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250923 0.00 ... 3614.00 3614.00 RR
206 v2510 20250923 4798.00 ... 4784.00 4837.00 V
207 v2511 20250923 4848.00 ... 4819.00 4867.00 V
208 v2512 20250923 4884.00 ... 4859.00 4903.00 V
209 v2601 20250923 4927.00 ... 4903.00 4955.00 V
210 v2602 20250923 4969.00 ... 4939.00 5001.00 V
211 v2603 20250923 5002.00 ... 4976.00 5035.00 V
212 v2604 20250923 5198.00 ... 5179.00 5246.00 V
213 v2605 20250923 5232.00 ... 5203.00 5259.00 V
214 v2606 20250923 5251.00 ... 5248.00 5286.00 V
215 v2607 20250923 5281.00 ... 5269.00 5318.00 V
216 v2608 20250923 5333.00 ... 5308.00 5347.00 V
217 v2609 20250923 5352.00 ... 5331.00 5385.00 V
218 y2511 20250923 8354.00 ... 8128.00 8376.00 Y
219 y2512 20250923 8408.00 ... 8178.00 8402.00 Y
220 y2601 20250923 8310.00 ... 8136.00 8348.00 Y
221 y2603 20250923 8286.00 ... 8096.00 8282.00 Y
222 y2605 20250923 8042.00 ... 7860.00 8066.00 Y
223 y2607 20250923 8026.00 ... 7868.00 8026.00 Y
224 y2608 20250923 8000.00 ... 7852.00 8036.00 Y
225 y2609 20250923 8012.00 ... 7804.00 8000.00 Y
[226 rows x 12 columns]
2025-09-29 16:25:38,286 - future_1d - INFO - ak.get_dce_daily('2025-09-23') done
2025-09-29 16:25:40,049 - future_1d - INFO - save future_daily 2025-09-23 completed
symbol date open ... settle pre_settle variety
0 AP510 20250924 8472.0 ... 8525.0 8472.0 AP
1 AP511 20250924 8289.0 ... 8356.0 8263.0 AP
2 AP512 20250924 8252.0 ... 8296.0 8228.0 AP
3 AP601 20250924 8316.0 ... 8344.0 8285.0 AP
4 AP603 20250924 8202.0 ... 8223.0 8179.0 AP
5 AP604 20250924 8188.0 ... 8213.0 8154.0 AP
6 AP605 20250924 8208.0 ... 8248.0 8203.0 AP
7 CF511 20250924 13570.0 ... 13625.0 13490.0 CF
8 CF601 20250924 13560.0 ... 13560.0 13545.0 CF
9 CF603 20250924 13555.0 ... 13535.0 13520.0 CF
10 CF605 20250924 13590.0 ... 13560.0 13560.0 CF
11 CF607 20250924 13600.0 ... 13590.0 13570.0 CF
12 CF609 20250924 13755.0 ... 13735.0 13735.0 CF
13 CJ512 20250924 10800.0 ... 10760.0 10735.0 CJ
14 CJ601 20250924 10840.0 ... 10795.0 10760.0 CJ
15 CJ603 20250924 10820.0 ... 10785.0 10745.0 CJ
16 CJ605 20250924 10870.0 ... 10830.0 10760.0 CJ
17 CJ607 20250924 10960.0 ... 10935.0 10860.0 CJ
18 CJ609 20250924 11050.0 ... 11025.0 10970.0 CJ
19 CY510 20250924 0.0 ... 19600.0 19600.0 CY
20 CY511 20250924 19705.0 ... 19775.0 19640.0 CY
21 CY512 20250924 0.0 ... 19495.0 19495.0 CY
22 CY601 20250924 19680.0 ... 19690.0 19635.0 CY
23 CY602 20250924 0.0 ... 19745.0 19745.0 CY
24 CY603 20250924 0.0 ... 19830.0 19735.0 CY
25 CY604 20250924 0.0 ... 19730.0 19730.0 CY
26 CY605 20250924 0.0 ... 19795.0 19780.0 CY
27 CY606 20250924 0.0 ... 19735.0 19735.0 CY
28 CY607 20250924 0.0 ... 20005.0 20005.0 CY
29 CY608 20250924 19940.0 ... 19940.0 19810.0 CY
30 CY609 20250924 0.0 ... 20035.0 20035.0 CY
31 FG510 20250924 1076.0 ... 1109.0 1073.0 FG
32 FG511 20250924 1070.0 ... 1106.0 1067.0 FG
33 FG512 20250924 1189.0 ... 1228.0 1184.0 FG
34 FG601 20250924 1188.0 ... 1232.0 1181.0 FG
35 FG602 20250924 1247.0 ... 1274.0 1240.0 FG
36 FG603 20250924 1254.0 ... 1289.0 1245.0 FG
37 FG604 20250924 1311.0 ... 1354.0 1308.0 FG
38 FG605 20250924 1316.0 ... 1354.0 1310.0 FG
39 FG606 20250924 1350.0 ... 1382.0 1340.0 FG
40 FG607 20250924 1340.0 ... 1375.0 1339.0 FG
41 FG608 20250924 1385.0 ... 1417.0 1384.0 FG
42 FG609 20250924 1390.0 ... 1414.0 1388.0 FG
43 JR511 20250924 0.0 ... 2662.0 2662.0 JR
44 JR601 20250924 0.0 ... 2662.0 2662.0 JR
45 JR603 20250924 0.0 ... 2662.0 2662.0 JR
46 JR605 20250924 0.0 ... 2662.0 2662.0 JR
47 JR607 20250924 0.0 ... 2662.0 2662.0 JR
48 JR609 20250924 0.0 ... 2662.0 2662.0 JR
49 LR511 20250924 0.0 ... 2360.0 2360.0 LR
50 LR601 20250924 0.0 ... 2360.0 2360.0 LR
51 MA510 20250924 2254.0 ... 2263.0 2249.0 MA
52 MA511 20250924 2291.0 ... 2294.0 2278.0 MA
53 MA512 20250924 2321.0 ... 2332.0 2320.0 MA
54 MA601 20250924 2346.0 ... 2355.0 2340.0 MA
55 MA602 20250924 2371.0 ... 2380.0 2363.0 MA
56 MA603 20250924 2391.0 ... 2396.0 2384.0 MA
57 MA604 20250924 2392.0 ... 2396.0 2379.0 MA
58 MA605 20250924 2375.0 ... 2382.0 2371.0 MA
59 MA606 20250924 2384.0 ... 2389.0 2380.0 MA
60 MA607 20250924 2357.0 ... 2364.0 2356.0 MA
61 MA608 20250924 0.0 ... 2362.0 2354.0 MA
62 MA609 20250924 2333.0 ... 2341.0 2333.0 MA
63 OI511 20250924 10214.0 ... 10110.0 10202.0 OI
64 OI601 20250924 10009.0 ... 9923.0 10026.0 OI
65 OI603 20250924 9757.0 ... 9681.0 9745.0 OI
66 OI605 20250924 9491.0 ... 9437.0 9498.0 OI
67 OI607 20250924 9434.0 ... 9387.0 9448.0 OI
68 OI609 20250924 9400.0 ... 9343.0 9418.0 OI
69 PF510 20250924 6254.0 ... 6274.0 6242.0 PF
70 PF511 20250924 6262.0 ... 6272.0 6234.0 PF
71 PF512 20250924 6216.0 ... 6238.0 6202.0 PF
72 PF601 20250924 6266.0 ... 6284.0 6246.0 PF
73 PF602 20250924 6274.0 ... 6288.0 6258.0 PF
74 PF603 20250924 6274.0 ... 6304.0 6258.0 PF
75 PF604 20250924 6328.0 ... 6342.0 6308.0 PF
76 PF605 20250924 6348.0 ... 6378.0 6332.0 PF
77 PF606 20250924 6372.0 ... 6380.0 6364.0 PF
78 PF607 20250924 6382.0 ... 6394.0 6378.0 PF
79 PF608 20250924 6402.0 ... 6402.0 6392.0 PF
80 PF609 20250924 6442.0 ... 6442.0 6408.0 PF
81 PK510 20250924 7790.0 ... 7796.0 7794.0 PK
82 PK511 20250924 7760.0 ... 7762.0 7772.0 PK
83 PK512 20250924 7786.0 ... 7770.0 7788.0 PK
84 PK601 20250924 7812.0 ... 7790.0 7796.0 PK
85 PK603 20250924 7828.0 ... 7830.0 7818.0 PK
86 PK604 20250924 7836.0 ... 7836.0 7830.0 PK
87 PK605 20250924 7842.0 ... 7836.0 7834.0 PK
88 PL601 20250924 6337.0 ... 6344.0 6332.0 PL
89 PL602 20250924 6377.0 ... 6385.0 6369.0 PL
90 PL603 20250924 0.0 ... 6402.0 6402.0 PL
91 PL604 20250924 0.0 ... 6407.0 6407.0 PL
92 PL605 20250924 0.0 ... 6330.0 6327.0 PL
93 PL606 20250924 0.0 ... 6402.0 6384.0 PL
94 PL607 20250924 0.0 ... 6410.0 6410.0 PL
95 PL608 20250924 0.0 ... 6499.0 6499.0 PL
96 PL609 20250924 0.0 ... 6490.0 6490.0 PL
97 PM511 20250924 0.0 ... 3122.0 3122.0 PM
98 PM601 20250924 0.0 ... 3122.0 3122.0 PM
99 PM603 20250924 0.0 ... 3122.0 3122.0 PM
100 PM605 20250924 0.0 ... 3122.0 3122.0 PM
101 PM607 20250924 0.0 ... 3122.0 3122.0 PM
102 PM609 20250924 0.0 ... 3122.0 3122.0 PM
103 PR510 20250924 5752.0 ... 5798.0 5752.0 PR
104 PR511 20250924 5734.0 ... 5756.0 5708.0 PR
105 PR512 20250924 5742.0 ... 5764.0 5712.0 PR
106 PR601 20250924 5732.0 ... 5746.0 5712.0 PR
107 PR602 20250924 5764.0 ... 5790.0 5756.0 PR
108 PR603 20250924 5774.0 ... 5808.0 5770.0 PR
109 PR604 20250924 5798.0 ... 5826.0 5782.0 PR
110 PR605 20250924 5808.0 ... 5830.0 5792.0 PR
111 PR606 20250924 5860.0 ... 5860.0 5860.0 PR
112 PR607 20250924 5876.0 ... 5876.0 5848.0 PR
113 PR608 20250924 0.0 ... 5892.0 5870.0 PR
114 PR609 20250924 0.0 ... 5882.0 5870.0 PR
115 PX510 20250924 6624.0 ... 6604.0 6564.0 PX
116 PX511 20250924 6562.0 ... 6568.0 6534.0 PX
117 PX512 20250924 6544.0 ... 6576.0 6526.0 PX
118 PX601 20250924 6554.0 ... 6570.0 6518.0 PX
119 PX602 20250924 6560.0 ... 6582.0 6524.0 PX
120 PX603 20250924 6534.0 ... 6570.0 6512.0 PX
121 PX604 20250924 6616.0 ... 6616.0 6540.0 PX
122 PX605 20250924 6570.0 ... 6596.0 6528.0 PX
123 PX606 20250924 0.0 ... 6622.0 6558.0 PX
124 PX607 20250924 6608.0 ... 6608.0 6566.0 PX
125 PX608 20250924 6624.0 ... 6620.0 6548.0 PX
126 PX609 20250924 6628.0 ... 6626.0 6580.0 PX
127 RI511 20250924 0.0 ... 2479.0 2479.0 RI
128 RI601 20250924 0.0 ... 2479.0 2479.0 RI
129 RI603 20250924 0.0 ... 2479.0 2479.0 RI
130 RI605 20250924 0.0 ... 2479.0 2479.0 RI
131 RI607 20250924 0.0 ... 2479.0 2479.0 RI
132 RI609 20250924 0.0 ... 2479.0 2479.0 RI
133 RM511 20250924 2492.0 ... 2459.0 2493.0 RM
134 RM601 20250924 2445.0 ... 2406.0 2468.0 RM
135 RM603 20250924 2357.0 ... 2334.0 2368.0 RM
136 RM605 20250924 2329.0 ... 2321.0 2338.0 RM
137 RM607 20250924 2322.0 ... 2311.0 2328.0 RM
138 RM608 20250924 2421.0 ... 2409.0 2427.0 RM
139 RM609 20250924 2411.0 ... 2396.0 2426.0 RM
140 RS511 20250924 5232.0 ... 5278.0 5297.0 RS
141 RS607 20250924 5525.0 ... 5552.0 5545.0 RS
142 RS608 20250924 5529.0 ... 5543.0 5543.0 RS
143 RS609 20250924 5519.0 ... 5549.0 5553.0 RS
144 SA510 20250924 1202.0 ... 1213.0 1200.0 SA
145 SA511 20250924 1214.0 ... 1218.0 1209.0 SA
146 SA512 20250924 1268.0 ... 1282.0 1267.0 SA
147 SA601 20250924 1278.0 ... 1300.0 1278.0 SA
148 SA602 20250924 1309.0 ... 1318.0 1308.0 SA
149 SA603 20250924 1315.0 ... 1340.0 1317.0 SA
150 SA604 20250924 1355.0 ... 1382.0 1359.0 SA
151 SA605 20250924 1363.0 ... 1389.0 1364.0 SA
152 SA606 20250924 1375.0 ... 1401.0 1378.0 SA
153 SA607 20250924 1376.0 ... 1407.0 1380.0 SA
154 SA608 20250924 1416.0 ... 1437.0 1417.0 SA
155 SA609 20250924 1422.0 ... 1440.0 1423.0 SA
156 SF510 20250924 5510.0 ... 5536.0 5508.0 SF
157 SF511 20250924 5722.0 ... 5732.0 5692.0 SF
158 SF512 20250924 5708.0 ... 5708.0 5676.0 SF
159 SF601 20250924 5692.0 ... 5700.0 5664.0 SF
160 SF602 20250924 5640.0 ... 5662.0 5628.0 SF
161 SF603 20250924 5846.0 ... 5858.0 5784.0 SF
162 SF604 20250924 0.0 ... 5832.0 5832.0 SF
163 SF605 20250924 5776.0 ... 5810.0 5776.0 SF
164 SF606 20250924 5748.0 ... 5786.0 5738.0 SF
165 SF607 20250924 5940.0 ... 5936.0 5876.0 SF
166 SF608 20250924 0.0 ... 5896.0 5846.0 SF
167 SF609 20250924 5884.0 ... 5904.0 5854.0 SF
168 SH510 20250924 2458.0 ... 2471.0 2474.0 SH
169 SH511 20250924 2484.0 ... 2486.0 2493.0 SH
170 SH512 20250924 2536.0 ... 2533.0 2551.0 SH
171 SH601 20250924 2538.0 ... 2533.0 2555.0 SH
172 SH602 20250924 2562.0 ... 2558.0 2573.0 SH
173 SH603 20250924 2577.0 ... 2574.0 2589.0 SH
174 SH604 20250924 2618.0 ... 2620.0 2629.0 SH
175 SH605 20250924 2627.0 ... 2626.0 2648.0 SH
176 SH606 20250924 2640.0 ... 2637.0 2661.0 SH
177 SH607 20250924 2629.0 ... 2631.0 2647.0 SH
178 SH608 20250924 2641.0 ... 2652.0 2655.0 SH
179 SH609 20250924 2662.0 ... 2665.0 2674.0 SH
180 SM510 20250924 5796.0 ... 5814.0 5790.0 SM
181 SM511 20250924 5868.0 ... 5898.0 5862.0 SM
182 SM512 20250924 5880.0 ... 5898.0 5866.0 SM
183 SM601 20250924 5890.0 ... 5910.0 5890.0 SM
184 SM602 20250924 5904.0 ... 5928.0 5892.0 SM
185 SM603 20250924 5904.0 ... 5948.0 5922.0 SM
186 SM604 20250924 5914.0 ... 5954.0 5938.0 SM
187 SM605 20250924 5930.0 ... 5946.0 5930.0 SM
188 SM606 20250924 5966.0 ... 5966.0 5918.0 SM
189 SM607 20250924 5976.0 ... 5978.0 5940.0 SM
190 SM608 20250924 5960.0 ... 5960.0 5928.0 SM
191 SM609 20250924 5950.0 ... 5976.0 5974.0 SM
192 SR511 20250924 5506.0 ... 5538.0 5496.0 SR
193 SR601 20250924 5444.0 ... 5483.0 5440.0 SR
194 SR603 20250924 5437.0 ... 5457.0 5424.0 SR
195 SR605 20250924 5410.0 ... 5446.0 5414.0 SR
196 SR607 20250924 5422.0 ... 5452.0 5427.0 SR
197 SR609 20250924 5450.0 ... 5466.0 5439.0 SR
198 TA510 20250924 4534.0 ... 4558.0 4512.0 TA
199 TA511 20250924 4550.0 ... 4576.0 4528.0 TA
200 TA512 20250924 4566.0 ... 4588.0 4540.0 TA
201 TA601 20250924 4580.0 ... 4598.0 4550.0 TA
202 TA602 20250924 4576.0 ... 4610.0 4560.0 TA
203 TA603 20250924 4594.0 ... 4620.0 4572.0 TA
204 TA604 20250924 4664.0 ... 4660.0 4584.0 TA
205 TA605 20250924 4622.0 ... 4640.0 4592.0 TA
206 TA606 20250924 4618.0 ... 4626.0 4596.0 TA
207 TA607 20250924 4632.0 ... 4662.0 4610.0 TA
208 TA608 20250924 0.0 ... 4690.0 4626.0 TA
209 TA609 20250924 4658.0 ... 4694.0 4634.0 TA
210 UR510 20250924 1559.0 ... 1563.0 1559.0 UR
211 UR511 20250924 1633.0 ... 1649.0 1634.0 UR
212 UR512 20250924 1649.0 ... 1663.0 1648.0 UR
213 UR601 20250924 1662.0 ... 1672.0 1658.0 UR
214 UR602 20250924 1668.0 ... 1681.0 1666.0 UR
215 UR603 20250924 1719.0 ... 1724.0 1710.0 UR
216 UR604 20250924 1725.0 ... 1726.0 1713.0 UR
217 UR605 20250924 1717.0 ... 1723.0 1713.0 UR
218 UR606 20250924 1719.0 ... 1725.0 1714.0 UR
219 UR607 20250924 1748.0 ... 1757.0 1746.0 UR
220 UR608 20250924 1749.0 ... 1751.0 1742.0 UR
221 UR609 20250924 1741.0 ... 1741.0 1735.0 UR
222 WH511 20250924 0.0 ... 3198.0 3198.0 WH
223 WH601 20250924 0.0 ... 3198.0 3198.0 WH
224 WH603 20250924 0.0 ... 3198.0 3198.0 WH
225 WH605 20250924 0.0 ... 3198.0 3198.0 WH
226 WH607 20250924 0.0 ... 3198.0 3198.0 WH
227 WH609 20250924 0.0 ... 3198.0 3198.0 WH
228 ZC510 20250924 0.0 ... 801.4 801.4 ZC
229 ZC511 20250924 0.0 ... 801.4 801.4 ZC
230 ZC512 20250924 0.0 ... 801.4 801.4 ZC
231 ZC601 20250924 0.0 ... 801.4 801.4 ZC
232 ZC602 20250924 0.0 ... 801.4 801.4 ZC
233 ZC603 20250924 0.0 ... 801.4 801.4 ZC
234 ZC604 20250924 0.0 ... 801.4 801.4 ZC
235 ZC605 20250924 0.0 ... 801.4 801.4 ZC
236 ZC606 20250924 0.0 ... 801.4 801.4 ZC
237 ZC607 20250924 0.0 ... 801.4 801.4 ZC
238 ZC608 20250924 0.0 ... 801.4 801.4 ZC
239 ZC609 20250924 0.0 ... 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 16:25:49,056 - future_1d - INFO - ak.get_czce_daily('2025-09-24') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250924 ... 79990 79940 CU
1 1 CU2511 20250924 ... 79990 79940 CU
2 2 CU2512 20250924 ... 79980 79940 CU
3 3 CU2601 20250924 ... 79970 79920 CU
4 4 CU2602 20250924 ... 79960 79890 CU
5 5 CU2603 20250924 ... 79950 79880 CU
6 6 CU2604 20250924 ... 79970 79920 CU
7 7 CU2605 20250924 ... 79910 79890 CU
8 8 CU2606 20250924 ... 79860 79940 CU
9 9 CU2607 20250924 ... 79840 79930 CU
10 10 CU2608 20250924 ... 79880 79930 CU
11 11 CU2609 20250924 ... 79890 79940 CU
12 12 BC2510 20250924 ... 70910 70920 BC
13 13 BC2511 20250924 ... 71060 70990 BC
14 14 BC2512 20250924 ... 71110 71110 BC
15 15 BC2601 20250924 ... 71300 71300 BC
16 16 BC2602 20250924 ... 71100 71100 BC
17 17 BC2603 20250924 ... 71210 71210 BC
18 18 BC2604 20250924 ... 71300 71300 BC
19 19 BC2605 20250924 ... 71300 71300 BC
20 20 BC2606 20250924 ... 71400 71400 BC
21 21 BC2607 20250924 ... 71400 71400 BC
22 22 BC2608 20250924 ... 71400 71400 BC
23 23 BC2609 20250924 ... 71550 71550 BC
24 24 AL2510 20250924 ... 20680 20685 AL
25 25 AL2511 20250924 ... 20685 20685 AL
26 26 AL2512 20250924 ... 20690 20690 AL
27 27 AL2601 20250924 ... 20695 20690 AL
28 28 AL2602 20250924 ... 20695 20690 AL
29 29 AL2603 20250924 ... 20725 20715 AL
30 30 AL2604 20250924 ... 20750 20735 AL
31 31 AL2605 20250924 ... 20755 20740 AL
32 32 AL2606 20250924 ... 20785 20745 AL
33 33 AL2607 20250924 ... 20780 20745 AL
34 34 AL2608 20250924 ... 20775 20745 AL
35 35 AL2609 20250924 ... 20775 20775 AL
36 36 ZN2510 20250924 ... 21905 21945 ZN
37 37 ZN2511 20250924 ... 21915 21955 ZN
38 38 ZN2512 20250924 ... 21915 21955 ZN
39 39 ZN2601 20250924 ... 21930 21980 ZN
40 40 ZN2602 20250924 ... 21955 21980 ZN
41 41 ZN2603 20250924 ... 21970 21960 ZN
42 42 ZN2604 20250924 ... 22010 22020 ZN
43 43 ZN2605 20250924 ... 22045 22125 ZN
44 44 ZN2606 20250924 ... 22080 22105 ZN
45 45 ZN2607 20250924 ... 22095 22115 ZN
46 46 ZN2608 20250924 ... 22115 22140 ZN
47 47 ZN2609 20250924 ... 22145 22160 ZN
48 48 PB2510 20250924 ... 17035 17085 PB
49 49 PB2511 20250924 ... 17075 17125 PB
50 50 PB2512 20250924 ... 17090 17125 PB
51 51 PB2601 20250924 ... 17085 17095 PB
52 52 PB2602 20250924 ... 17090 17175 PB
53 53 PB2603 20250924 ... 17125 17125 PB
54 54 PB2604 20250924 ... 17215 17215 PB
55 55 PB2605 20250924 ... 17140 17150 PB
56 56 PB2606 20250924 ... 17160 17165 PB
57 57 PB2607 20250924 ... 17175 17180 PB
58 58 PB2608 20250924 ... 17140 17140 PB
59 59 PB2609 20250924 ... 17185 17185 PB
60 60 NI2510 20250924 ... 121450 121010 NI
61 61 NI2511 20250924 ... 121680 121170 NI
62 62 NI2512 20250924 ... 121810 121300 NI
63 63 NI2601 20250924 ... 122020 121540 NI
64 64 NI2602 20250924 ... 122250 121790 NI
65 65 NI2603 20250924 ... 122510 122010 NI
66 66 NI2604 20250924 ... 122640 122160 NI
67 67 NI2605 20250924 ... 122920 122370 NI
68 68 NI2606 20250924 ... 123050 122520 NI
69 69 NI2607 20250924 ... 123340 122800 NI
70 70 NI2608 20250924 ... 123750 123230 NI
71 71 NI2609 20250924 ... 124090 123490 NI
72 72 SN2510 20250924 ... 271570 270250 SN
73 73 SN2511 20250924 ... 271840 270590 SN
74 74 SN2512 20250924 ... 272030 270770 SN
75 75 SN2601 20250924 ... 272140 270840 SN
76 76 SN2602 20250924 ... 272100 270970 SN
77 77 SN2603 20250924 ... 272640 270870 SN
78 78 SN2604 20250924 ... 272870 271120 SN
79 79 SN2605 20250924 ... 273140 270970 SN
80 80 SN2606 20250924 ... 273310 271080 SN
81 81 SN2607 20250924 ... 273200 272210 SN
82 82 SN2608 20250924 ... 273380 272800 SN
83 83 SN2609 20250924 ... 273670 272720 SN
84 84 AO2510 20250924 ... 2858 2873 AO
85 85 AO2511 20250924 ... 2871 2877 AO
86 86 AO2512 20250924 ... 2882 2887 AO
87 87 AO2601 20250924 ... 2894 2899 AO
88 88 AO2602 20250924 ... 2906 2905 AO
89 89 AO2603 20250924 ... 2975 2974 AO
90 90 AO2604 20250924 ... 2980 2996 AO
91 91 AO2605 20250924 ... 2986 2992 AO
92 92 AO2606 20250924 ... 2993 3007 AO
93 93 AO2607 20250924 ... 2996 3008 AO
94 94 AO2608 20250924 ... 3007 3020 AO
95 95 AO2609 20250924 ... 3020 3030 AO
96 96 AD2511 20250924 ... 20320 20230 AD
97 97 AD2512 20250924 ... 20315 20260 AD
98 98 AD2601 20250924 ... 20320 20275 AD
99 99 AD2602 20250924 ... 20320 20285 AD
100 100 AD2603 20250924 ... 20300 20300 AD
101 101 AD2604 20250924 ... 20320 20320 AD
102 102 AD2605 20250924 ... 20320 20320 AD
103 103 AD2606 20250924 ... 20305 20305 AD
104 104 AD2607 20250924 ... 20510 20510 AD
105 105 AD2608 20250924 ... 20515 20515 AD
106 106 AD2609 20250924 ... 20335 20335 AD
107 107 AU2510 20250924 ... 854.98 847.78 AU
108 108 AU2511 20250924 ... 856.34 850.82 AU
109 109 AU2512 20250924 ... 858.6 851.2 AU
110 110 AU2602 20250924 ... 860.92 853.94 AU
111 111 AU2604 20250924 ... 863.22 855.86 AU
112 112 AU2606 20250924 ... 865.94 858.76 AU
113 113 AU2608 20250924 ... 869.22 861.04 AU
114 114 AU2610 20250924 ... 872.52 864.14 AU
115 115 AG2510 20250924 ... 10356 10273 AG
116 116 AG2511 20250924 ... 10388 10294 AG
117 117 AG2512 20250924 ... 10403 10311 AG
118 118 AG2601 20250924 ... 10415 10318 AG
119 119 AG2602 20250924 ... 10423 10328 AG
120 120 AG2603 20250924 ... 10438 10346 AG
121 121 AG2604 20250924 ... 10454 10349 AG
122 122 AG2605 20250924 ... 10468 10372 AG
123 123 AG2606 20250924 ... 10479 10389 AG
124 124 AG2607 20250924 ... 10496 10399 AG
125 125 AG2608 20250924 ... 10509 10418 AG
126 126 AG2609 20250924 ... 10514 10429 AG
127 127 RB2510 20250924 ... 3066 3074 RB
128 128 RB2511 20250924 ... 3082 3088 RB
129 129 RB2512 20250924 ... 3136 3140 RB
130 130 RB2601 20250924 ... 3157 3163 RB
131 131 RB2602 20250924 ... 3159 3163 RB
132 132 RB2603 20250924 ... 3175 3182 RB
133 133 RB2604 20250924 ... 3193 3200 RB
134 134 RB2605 20250924 ... 3217 3220 RB
135 135 RB2606 20250924 ... 3235 3233 RB
136 136 RB2607 20250924 ... 3246 3248 RB
137 137 RB2608 20250924 ... 3241 3242 RB
138 138 RB2609 20250924 ... 3244 3248 RB
139 139 WR2510 20250924 ... 3233 3275 WR
140 140 WR2511 20250924 ... 3343 3302 WR
141 141 WR2512 20250924 ... 3324 3324 WR
142 142 WR2601 20250924 ... 3349 3337 WR
143 143 WR2602 20250924 ... 3339 3330 WR
144 144 WR2603 20250924 ... 3399 3399 WR
145 145 WR2604 20250924 ... 3389 3389 WR
146 146 WR2605 20250924 ... 3414 3414 WR
147 147 WR2606 20250924 ... 3372 3372 WR
148 148 WR2607 20250924 ... 3390 3390 WR
149 149 WR2608 20250924 ... 3371 3371 WR
150 150 WR2609 20250924 ... 3418 3450 WR
151 151 HC2510 20250924 ... 3401 3396 HC
152 152 HC2511 20250924 ... 3380 3377 HC
153 153 HC2512 20250924 ... 3368 3356 HC
154 154 HC2601 20250924 ... 3350 3349 HC
155 155 HC2602 20250924 ... 3346 3345 HC
156 156 HC2603 20250924 ... 3351 3350 HC
157 157 HC2604 20250924 ... 3349 3356 HC
158 158 HC2605 20250924 ... 3358 3358 HC
159 159 HC2606 20250924 ... 3362 3370 HC
160 160 HC2607 20250924 ... 3369 3376 HC
161 161 HC2608 20250924 ... 3371 3378 HC
162 162 HC2609 20250924 ... 3383 3378 HC
163 163 SS2510 20250924 ... 12790 12790 SS
164 164 SS2511 20250924 ... 12905 12905 SS
165 165 SS2512 20250924 ... 12945 12940 SS
166 166 SS2601 20250924 ... 13005 13005 SS
167 167 SS2602 20250924 ... 13040 13065 SS
168 168 SS2603 20250924 ... 13125 13125 SS
169 169 SS2604 20250924 ... 13180 13190 SS
170 170 SS2605 20250924 ... 13260 13255 SS
171 171 SS2606 20250924 ... 13305 13305 SS
172 172 SS2607 20250924 ... 13395 13340 SS
173 173 SS2608 20250924 ... 13420 13420 SS
174 174 SS2609 20250924 ... 13485 13485 SS
175 175 SC2510 20250924 ... 479.3 477.6 SC
176 176 SC2511 20250924 ... 482.3 475.3 SC
177 177 SC2512 20250924 ... 482.8 475.6 SC
178 178 SC2601 20250924 ... 482.7 475.6 SC
179 179 SC2602 20250924 ... 482.1 475.1 SC
180 180 SC2603 20250924 ... 481.8 474.4 SC
181 181 SC2604 20250924 ... 482.5 475.3 SC
182 182 SC2605 20250924 ... 480.8 475 SC
183 183 SC2606 20250924 ... 480 474.4 SC
184 184 SC2607 20250924 ... 480 472.8 SC
185 185 SC2608 20250924 ... 478.1 472.8 SC
186 186 SC2609 20250924 ... 477.8 471.8 SC
187 187 SC2612 20250924 ... 472 469.8 SC
188 188 SC2703 20250924 ... 473.1 472 SC
189 189 SC2706 20250924 ... 469.2 469.2 SC
190 190 SC2709 20250924 ... 470 470 SC
191 191 SC2712 20250924 ... 469.1 466.3 SC
192 192 SC2803 20250924 ... 468 468 SC
193 193 SC2806 20250924 ... 465.8 458.9 SC
194 194 SC2809 20250924 ... 464.2 461 SC
195 195 LU2510 20250924 ... 3366 3317 LU
196 196 LU2511 20250924 ... 3397 3345 LU
197 197 LU2512 20250924 ... 3385 3328 LU
198 198 LU2601 20250924 ... 3377 3318 LU
199 199 LU2602 20250924 ... 3362 3309 LU
200 200 LU2603 20250924 ... 3358 3301 LU
201 201 LU2604 20250924 ... 3356 3294 LU
202 202 LU2605 20250924 ... 3356 3304 LU
203 203 LU2606 20250924 ... 3347 3297 LU
204 204 LU2607 20250924 ... 3344 3278 LU
205 205 LU2608 20250924 ... 3334 3274 LU
206 206 LU2609 20250924 ... 3320 3268 LU
207 207 FU2510 20250924 ... 2879 2770 FU
208 208 FU2511 20250924 ... 2888 2797 FU
209 209 FU2512 20250924 ... 2867 2776 FU
210 210 FU2601 20250924 ... 2850 2758 FU
211 211 FU2602 20250924 ... 2837 2744 FU
212 212 FU2603 20250924 ... 2822 2736 FU
213 213 FU2604 20250924 ... 2808 2730 FU
214 214 FU2605 20250924 ... 2800 2718 FU
215 215 FU2606 20250924 ... 2782 2710 FU
216 216 FU2607 20250924 ... 2753 2690 FU
217 217 FU2608 20250924 ... 2728 2684 FU
218 218 FU2609 20250924 ... 2719 2674 FU
219 219 BU2510 20250924 ... 3413 3387 BU
220 220 BU2511 20250924 ... 3396 3377 BU
221 221 BU2512 20250924 ... 3346 3324 BU
222 222 BU2601 20250924 ... 3314 3291 BU
223 223 BU2602 20250924 ... 3318 3298 BU
224 224 BU2603 20250924 ... 3335 3306 BU
225 225 BU2604 20250924 ... 3312 3312 BU
226 226 BU2605 20250924 ... 3332 3308 BU
227 227 BU2606 20250924 ... 3333 3309 BU
228 228 BU2607 20250924 ... 3327 3310 BU
229 229 BU2608 20250924 ... 3323 3302 BU
230 230 BU2609 20250924 ... 3333 3304 BU
231 231 BU2612 20250924 ... 3300 3276 BU
232 232 BU2703 20250924 ... 3281 3281 BU
233 233 BU2706 20250924 ... 3312 3289 BU
234 234 BU2709 20250924 ... 3320 3297 BU
235 235 BR2510 20250924 ... 11595 11545 BR
236 236 BR2511 20250924 ... 11545 11480 BR
237 237 BR2512 20250924 ... 11535 11465 BR
238 238 BR2601 20250924 ... 11525 11460 BR
239 239 BR2602 20250924 ... 11545 11500 BR
240 240 BR2603 20250924 ... 11605 11570 BR
241 241 BR2604 20250924 ... 11640 11540 BR
242 242 BR2605 20250924 ... 11580 11510 BR
243 243 BR2606 20250924 ... 11620 11620 BR
244 244 BR2607 20250924 ... 11680 11680 BR
245 245 BR2608 20250924 ... 11745 11685 BR
246 246 BR2609 20250924 ... 11750 11675 BR
247 247 RU2510 20250924 ... 14740 14780 RU
248 248 RU2511 20250924 ... 14715 14695 RU
249 249 RU2601 20250924 ... 15605 15570 RU
250 250 RU2603 20250924 ... 15590 15510 RU
251 251 RU2604 20250924 ... 15570 15505 RU
252 252 RU2605 20250924 ... 15545 15525 RU
253 253 RU2606 20250924 ... 15585 15655 RU
254 254 RU2607 20250924 ... 15600 15575 RU
255 255 RU2608 20250924 ... 15685 15680 RU
256 256 RU2609 20250924 ... 15600 15575 RU
257 257 NR2510 20250924 ... 12415 12390 NR
258 258 NR2511 20250924 ... 12455 12435 NR
259 259 NR2512 20250924 ... 12465 12445 NR
260 260 NR2601 20250924 ... 12490 12475 NR
261 261 NR2602 20250924 ... 12490 12460 NR
262 262 NR2603 20250924 ... 12510 12505 NR
263 263 NR2604 20250924 ... 12530 12525 NR
264 264 NR2605 20250924 ... 12600 12505 NR
265 265 NR2606 20250924 ... 12495 12495 NR
266 266 NR2607 20250924 ... 12650 12650 NR
267 267 NR2608 20250924 ... 12685 12685 NR
268 268 NR2609 20250924 ... 12510 12510 NR
269 269 SP2510 20250924 ... 4984 4984 SP
270 270 SP2511 20250924 ... 5010 5006 SP
271 271 SP2512 20250924 ... 5026 5026 SP
272 272 SP2601 20250924 ... 5268 5274 SP
273 273 SP2602 20250924 ... 5258 5264 SP
274 274 SP2603 20250924 ... 5272 5282 SP
275 275 SP2604 20250924 ... 5282 5286 SP
276 276 SP2605 20250924 ... 5286 5300 SP
277 277 SP2606 20250924 ... 5282 5308 SP
278 278 SP2607 20250924 ... 5268 5310 SP
279 279 SP2608 20250924 ... 5292 5312 SP
280 280 SP2609 20250924 ... 5280 5308 SP
281 281 OP2601 20250924 ... 4230 4230 OP
282 282 OP2602 20250924 ... 4228 4228 OP
283 283 OP2603 20250924 ... 4246 4238 OP
284 284 OP2604 20250924 ... 4262 4262 OP
285 285 OP2605 20250924 ... 4266 4276 OP
286 286 OP2606 20250924 ... 4242 4242 OP
287 287 OP2607 20250924 ... 4238 4258 OP
288 288 OP2608 20250924 ... 4238 4238 OP
289 289 OP2609 20250924 ... 4338 4342 OP
290 290 EC2510 20250924 ... 1128 1085.4 EC
291 291 EC2512 20250924 ... 1678.9 1622.5 EC
292 292 EC2602 20250924 ... 1572.8 1536.9 EC
293 293 EC2604 20250924 ... 1257.3 1235.7 EC
294 294 EC2606 20250924 ... 1436.5 1422.5 EC
295 295 EC2608 20250924 ... 1591.5 1591.2 EC
296 297 SC_TAS2511 20250924 ... SC_TAS
297 298 SC_TAS2512 20250924 ... SC_TAS
298 299 SC_TAS2601 20250924 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 16:25:49,170 - future_1d - INFO - ak.get_shfe_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 SC2510 20250924 479.3 ... 479.3 477.6 SC
1 SC2511 20250924 479.2 ... 482.3 475.3 SC
2 SC2512 20250924 479.3 ... 482.8 475.6 SC
3 SC2601 20250924 480.2 ... 482.7 475.6 SC
4 SC2602 20250924 479.4 ... 482.1 475.1 SC
5 SC2603 20250924 478.5 ... 481.8 474.4 SC
6 SC2604 20250924 478.5 ... 482.5 475.3 SC
7 SC2605 20250924 478.5 ... 480.8 475 SC
8 SC2606 20250924 478.5 ... 480 474.4 SC
9 SC2607 20250924 479 ... 480 472.8 SC
10 SC2608 20250924 478.2 ... 478.1 472.8 SC
11 SC2609 20250924 477 ... 477.8 471.8 SC
12 SC2612 20250924 ... 472 469.8 SC
13 SC2703 20250924 ... 473.1 472 SC
14 SC2706 20250924 ... 469.2 469.2 SC
15 SC2709 20250924 ... 470 470 SC
16 SC2712 20250924 469.1 ... 469.1 466.3 SC
17 SC2803 20250924 ... 468 468 SC
18 SC2806 20250924 465.3 ... 465.8 458.9 SC
19 SC2809 20250924 464.2 ... 464.2 461 SC
21 LU2510 20250924 3341 ... 3366 3317 LU
22 LU2511 20250924 3386 ... 3397 3345 LU
23 LU2512 20250924 3364 ... 3385 3328 LU
24 LU2601 20250924 3354 ... 3377 3318 LU
25 LU2602 20250924 3348 ... 3362 3309 LU
26 LU2603 20250924 3346 ... 3358 3301 LU
27 LU2604 20250924 3356 ... 3356 3294 LU
28 LU2605 20250924 3330 ... 3356 3304 LU
29 LU2606 20250924 3346 ... 3347 3297 LU
30 LU2607 20250924 3338 ... 3344 3278 LU
31 LU2608 20250924 3325 ... 3334 3274 LU
32 LU2609 20250924 3288 ... 3320 3268 LU
34 NR2510 20250924 12400 ... 12415 12390 NR
35 NR2511 20250924 12385 ... 12455 12435 NR
36 NR2512 20250924 12415 ... 12465 12445 NR
37 NR2601 20250924 12455 ... 12490 12475 NR
38 NR2602 20250924 12460 ... 12490 12460 NR
39 NR2603 20250924 12460 ... 12510 12505 NR
40 NR2604 20250924 12520 ... 12530 12525 NR
41 NR2605 20250924 12590 ... 12600 12505 NR
42 NR2606 20250924 ... 12495 12495 NR
43 NR2607 20250924 ... 12650 12650 NR
44 NR2608 20250924 ... 12685 12685 NR
45 NR2609 20250924 ... 12510 12510 NR
47 BC2510 20250924 71050 ... 70910 70920 BC
48 BC2511 20250924 71050 ... 71060 70990 BC
49 BC2512 20250924 ... 71110 71110 BC
50 BC2601 20250924 ... 71300 71300 BC
51 BC2602 20250924 ... 71100 71100 BC
52 BC2603 20250924 ... 71210 71210 BC
53 BC2604 20250924 ... 71300 71300 BC
54 BC2605 20250924 ... 71300 71300 BC
55 BC2606 20250924 ... 71400 71400 BC
56 BC2607 20250924 ... 71400 71400 BC
57 BC2608 20250924 ... 71400 71400 BC
58 BC2609 20250924 ... 71550 71550 BC
60 EC2510 20250924 1101.6 ... 1128 1085.4 EC
61 EC2512 20250924 1628.8 ... 1678.9 1622.5 EC
62 EC2602 20250924 1548.1 ... 1572.8 1536.9 EC
63 EC2604 20250924 1238.6 ... 1257.3 1235.7 EC
64 EC2606 20250924 1426 ... 1436.5 1422.5 EC
65 EC2608 20250924 1588 ... 1591.5 1591.2 EC
68 SC_TAS2511 20250924 ... SC_TAS
69 SC_TAS2512 20250924 ... SC_TAS
70 SC_TAS2601 20250924 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 16:25:49,280 - future_1d - INFO - ak.get_ine_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 PS2510 20250924 50370.0 ... 51390.0 50335.0 PS
1 PS2511 20250924 50300.0 ... 50910.0 50170.0 PS
2 PS2512 20250924 52775.0 ... 53295.0 52510.0 PS
3 PS2601 20250924 52395.0 ... 52905.0 52240.0 PS
4 PS2602 20250924 52260.0 ... 52855.0 52145.0 PS
5 PS2603 20250924 52290.0 ... 52725.0 51780.0 PS
6 PS2604 20250924 52105.0 ... 52925.0 52115.0 PS
7 PS2605 20250924 52010.0 ... 52675.0 51960.0 PS
8 PS2606 20250924 54100.0 ... 54420.0 54160.0 PS
9 PS2607 20250924 53900.0 ... 54480.0 53800.0 PS
10 PS2608 20250924 53370.0 ... 54375.0 53725.0 PS
11 PS2609 20250924 53645.0 ... 54450.0 53680.0 PS
13 SI2510 20250924 8980.0 ... 8925.0 8905.0 SI
14 SI2511 20250924 8950.0 ... 8990.0 8945.0 SI
15 SI2512 20250924 9365.0 ... 9385.0 9350.0 SI
16 SI2601 20250924 9300.0 ... 9355.0 9305.0 SI
17 SI2602 20250924 9290.0 ... 9380.0 9320.0 SI
18 SI2603 20250924 9265.0 ... 9400.0 9340.0 SI
19 SI2604 20250924 9390.0 ... 9410.0 9335.0 SI
20 SI2605 20250924 9350.0 ... 9385.0 9355.0 SI
21 SI2606 20250924 9315.0 ... 9385.0 9335.0 SI
22 SI2607 20250924 9305.0 ... 9415.0 9355.0 SI
23 SI2608 20250924 9300.0 ... 9410.0 9350.0 SI
24 SI2609 20250924 9325.0 ... 9390.0 9360.0 SI
27 LC2510 20250924 73500.0 ... 73280.0 73160.0 LC
28 LC2511 20250924 73700.0 ... 73360.0 73460.0 LC
29 LC2512 20250924 73860.0 ... 73500.0 73540.0 LC
30 LC2601 20250924 73900.0 ... 73360.0 73440.0 LC
31 LC2602 20250924 73620.0 ... 73160.0 73360.0 LC
32 LC2603 20250924 73580.0 ... 73160.0 73320.0 LC
33 LC2604 20250924 74000.0 ... 73580.0 73900.0 LC
34 LC2605 20250924 74020.0 ... 73520.0 73800.0 LC
35 LC2606 20250924 73800.0 ... 73400.0 73500.0 LC
36 LC2607 20250924 73600.0 ... 73200.0 73440.0 LC
37 LC2608 20250924 73660.0 ... 73220.0 73500.0 LC
38 LC2609 20250924 73460.0 ... 73240.0 73580.0 LC
[36 rows x 12 columns]
2025-09-29 16:25:49,508 - future_1d - INFO - ak.get_gfex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 IC2510 20250924 7053.800 ... 7260.400 7034.000 IC
1 IC2511 20250924 6965.800 ... 7190.400 6972.000 IC
2 IC2512 20250924 6910.000 ... 7135.800 6888.200 IC
3 IC2603 20250924 6730.200 ... 6960.000 6715.600 IC
4 IF2510 20250924 4485.200 ... 4547.200 4482.000 IF
5 IF2511 20250924 4476.600 ... 4528.800 4472.600 IF
6 IF2512 20250924 4468.800 ... 4522.600 4454.600 IF
7 IF2603 20250924 4441.800 ... 4493.600 4425.200 IF
8 IH2510 20250924 2916.800 ... 2939.200 2911.800 IH
9 IH2511 20250924 2916.400 ... 2936.600 2912.600 IH
10 IH2512 20250924 2916.800 ... 2938.200 2912.400 IH
11 IH2603 20250924 2916.400 ... 2939.000 2911.400 IH
12 IM2510 20250924 7285.600 ... 7454.800 7250.400 IM
13 IM2511 20250924 7185.000 ... 7370.800 7160.400 IM
14 IM2512 20250924 7100.000 ... 7288.400 7075.800 IM
15 IM2603 20250924 6885.000 ... 7074.000 6870.200 IM
16 T2512 20250924 107.780 ... 107.620 107.755 T
17 T2603 20250924 107.450 ... 107.275 107.420 T
18 T2606 20250924 107.355 ... 107.195 107.320 T
19 TF2512 20250924 105.625 ... 105.540 105.645 TF
20 TF2603 20250924 105.530 ... 105.415 105.515 TF
21 TF2606 20250924 105.470 ... 105.360 105.455 TF
22 TL2512 20250924 114.510 ... 113.990 114.540 TL
23 TL2603 20250924 114.210 ... 113.630 114.200 TL
24 TL2606 20250924 114.150 ... 113.620 114.250 TL
25 TS2512 20250924 102.340 ... 102.324 102.352 TS
26 TS2603 20250924 102.290 ... 102.248 102.280 TS
27 TS2606 20250924 102.308 ... 102.262 102.280 TS
[28 rows x 12 columns]
2025-09-29 16:25:49,924 - future_1d - INFO - ak.get_cffex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 a2511 20250924 3883.00 ... 3890.00 3876.00 A
1 a2601 20250924 3871.00 ... 3879.00 3870.00 A
2 a2603 20250924 3875.00 ... 3886.00 3872.00 A
3 a2605 20250924 3925.00 ... 3929.00 3911.00 A
4 a2607 20250924 3924.00 ... 3931.00 3917.00 A
5 a2609 20250924 3925.00 ... 3942.00 3927.00 A
6 b2510 20250924 3578.00 ... 3575.00 3576.00 B
7 b2511 20250924 3579.00 ... 3582.00 3607.00 B
8 b2512 20250924 3610.00 ... 3611.00 3645.00 B
9 b2601 20250924 3602.00 ... 3605.00 3639.00 B
10 b2602 20250924 3596.00 ... 3608.00 3635.00 B
11 b2603 20250924 3565.00 ... 3580.00 3586.00 B
12 b2604 20250924 3483.00 ... 3495.00 3494.00 B
13 b2605 20250924 3421.00 ... 3425.00 3426.00 B
14 b2606 20250924 3394.00 ... 3405.00 3401.00 B
15 b2607 20250924 3405.00 ... 3413.00 3406.00 B
16 b2608 20250924 3502.00 ... 3508.00 3510.00 B
17 b2609 20250924 3510.00 ... 3516.00 3510.00 B
18 bb2511 20250924 141.85 ... 142.00 142.05 BB
19 bb2601 20250924 146.80 ... 146.80 146.65 BB
20 bb2603 20250924 147.05 ... 147.00 147.00 BB
21 bb2605 20250924 0.00 ... 141.60 141.60 BB
22 bb2607 20250924 0.00 ... 146.35 146.35 BB
23 bb2609 20250924 0.00 ... 146.35 146.35 BB
24 bz2603 20250924 5882.00 ... 5910.00 5865.00 BZ
25 bz2604 20250924 5891.00 ... 5902.00 5841.00 BZ
26 bz2605 20250924 5916.00 ... 5916.00 5859.00 BZ
27 bz2606 20250924 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250924 5880.00 ... 5880.00 5859.00 BZ
29 bz2608 20250924 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250924 2163.00 ... 2158.00 2151.00 C
31 c2601 20250924 2137.00 ... 2134.00 2134.00 C
32 c2603 20250924 2147.00 ... 2146.00 2146.00 C
33 c2605 20250924 2204.00 ... 2201.00 2207.00 C
34 c2607 20250924 2220.00 ... 2214.00 2220.00 C
35 c2609 20250924 2234.00 ... 2231.00 2235.00 C
36 cs2511 20250924 2448.00 ... 2458.00 2436.00 CS
37 cs2601 20250924 2457.00 ... 2459.00 2452.00 CS
38 cs2603 20250924 2459.00 ... 2461.00 2458.00 CS
39 cs2605 20250924 2541.00 ... 2540.00 2541.00 CS
40 cs2607 20250924 2543.00 ... 2549.00 2549.00 CS
41 cs2609 20250924 2576.00 ... 2588.00 2576.00 CS
42 eb2509 20250924 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250924 6851.00 ... 6884.00 6839.00 EB
44 eb2511 20250924 6900.00 ... 6923.00 6865.00 EB
45 eb2512 20250924 6921.00 ... 6940.00 6883.00 EB
46 eb2601 20250924 6950.00 ... 6978.00 6927.00 EB
47 eb2602 20250924 6994.00 ... 7013.00 6966.00 EB
48 eb2603 20250924 7020.00 ... 7051.00 7002.00 EB
49 eb2604 20250924 7091.00 ... 7085.00 7048.00 EB
50 eb2605 20250924 7105.00 ... 7107.00 7065.00 EB
51 eb2606 20250924 7116.00 ... 7117.00 7086.00 EB
52 eb2607 20250924 0.00 ... 7071.00 7071.00 EB
53 eb2608 20250924 7178.00 ... 7178.00 7099.00 EB
54 eg2509 20250924 0.00 ... 4139.00 4139.00 EG
55 eg2510 20250924 4264.00 ... 4259.00 4246.00 EG
56 eg2511 20250924 4225.00 ... 4219.00 4201.00 EG
57 eg2512 20250924 4203.00 ... 4228.00 4193.00 EG
58 eg2601 20250924 4220.00 ... 4227.00 4214.00 EG
59 eg2602 20250924 4240.00 ... 4240.00 4226.00 EG
60 eg2603 20250924 4244.00 ... 4247.00 4234.00 EG
61 eg2604 20250924 4270.00 ... 4279.00 4261.00 EG
62 eg2605 20250924 4279.00 ... 4286.00 4271.00 EG
63 eg2606 20250924 4290.00 ... 4290.00 4292.00 EG
64 eg2607 20250924 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250924 0.00 ... 4346.00 4346.00 EG
66 fb2510 20250924 1261.00 ... 1259.50 1260.00 FB
67 fb2511 20250924 1256.00 ... 1254.50 1254.50 FB
68 fb2512 20250924 1254.50 ... 1254.00 1252.50 FB
69 fb2601 20250924 1253.50 ... 1254.50 1253.50 FB
70 fb2602 20250924 1256.00 ... 1255.50 1254.50 FB
71 fb2603 20250924 1247.00 ... 1246.00 1247.00 FB
72 fb2604 20250924 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250924 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250924 0.00 ... 1292.00 1294.50 FB
75 fb2607 20250924 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250924 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250924 0.00 ... 1296.00 1296.00 FB
78 i2510 20250924 815.50 ... 820.00 821.00 I
79 i2511 20250924 816.50 ... 816.00 816.00 I
80 i2512 20250924 812.00 ... 811.00 810.50 I
81 i2601 20250924 804.00 ... 803.50 803.50 I
82 i2602 20250924 799.00 ... 799.00 800.00 I
83 i2603 20250924 793.50 ... 793.00 793.00 I
84 i2604 20250924 788.00 ... 789.50 789.50 I
85 i2605 20250924 780.50 ... 781.50 781.00 I
86 i2606 20250924 775.00 ... 777.00 776.00 I
87 i2607 20250924 770.00 ... 771.50 771.50 I
88 i2608 20250924 765.50 ... 767.00 767.00 I
89 i2609 20250924 759.50 ... 762.00 767.50 I
90 j2510 20250924 1631.50 ... 1628.00 1604.00 J
91 j2511 20250924 1645.00 ... 1655.00 1632.50 J
92 j2512 20250924 1687.50 ... 1690.50 1664.00 J
93 j2601 20250924 1720.00 ... 1725.50 1710.50 J
94 j2602 20250924 0.00 ... 1747.50 1747.50 J
95 j2603 20250924 0.00 ... 1783.00 1783.00 J
96 j2604 20250924 1842.00 ... 1841.50 1814.00 J
97 j2605 20250924 1868.50 ... 1869.50 1847.00 J
98 j2606 20250924 0.00 ... 1869.50 1869.50 J
99 j2607 20250924 1898.50 ... 1898.50 1878.00 J
100 j2608 20250924 1922.00 ... 1919.50 1905.00 J
101 j2609 20250924 1936.00 ... 1943.00 1933.50 J
102 jd2509 20250924 3250.00 ... 3250.00 3120.00 JD
103 jd2510 20250924 2949.00 ... 2958.00 2962.00 JD
104 jd2511 20250924 3065.00 ... 3057.00 3070.00 JD
105 jd2512 20250924 3190.00 ... 3182.00 3192.00 JD
106 jd2601 20250924 3362.00 ... 3354.00 3366.00 JD
107 jd2602 20250924 3121.00 ... 3122.00 3125.00 JD
108 jd2603 20250924 3140.00 ... 3144.00 3140.00 JD
109 jd2604 20250924 3274.00 ... 3268.00 3288.00 JD
110 jd2605 20250924 3397.00 ... 3391.00 3406.00 JD
111 jd2606 20250924 3222.00 ... 3228.00 3232.00 JD
112 jd2607 20250924 3467.00 ... 3472.00 3471.00 JD
113 jd2608 20250924 3918.00 ... 3918.00 3918.00 JD
114 jm2510 20250924 1030.00 ... 1025.50 1019.00 JM
115 jm2511 20250924 1082.00 ... 1078.50 1069.50 JM
116 jm2512 20250924 1156.00 ... 1149.50 1140.50 JM
117 jm2601 20250924 1221.00 ... 1222.50 1209.50 JM
118 jm2602 20250924 1245.00 ... 1247.50 1232.50 JM
119 jm2603 20250924 1271.00 ... 1268.00 1254.50 JM
120 jm2604 20250924 1293.50 ... 1289.00 1276.00 JM
121 jm2605 20250924 1319.00 ... 1316.00 1301.00 JM
122 jm2606 20250924 1340.00 ... 1332.00 1314.50 JM
123 jm2607 20250924 1343.00 ... 1346.00 1329.50 JM
124 jm2608 20250924 1369.00 ... 1364.50 1345.50 JM
125 jm2609 20250924 1387.50 ... 1386.00 1370.50 JM
126 l2510 20250924 7062.00 ... 7075.00 7043.00 L
127 l2511 20250924 7073.00 ... 7109.00 7073.00 L
128 l2512 20250924 7106.00 ... 7131.00 7093.00 L
129 l2601 20250924 7117.00 ... 7138.00 7108.00 L
130 l2602 20250924 7117.00 ... 7144.00 7109.00 L
131 l2603 20250924 7130.00 ... 7146.00 7126.00 L
132 l2604 20250924 7169.00 ... 7193.00 7157.00 L
133 l2605 20250924 7160.00 ... 7179.00 7154.00 L
134 l2606 20250924 7180.00 ... 7187.00 7155.00 L
135 l2607 20250924 7191.00 ... 7208.00 7175.00 L
136 l2608 20250924 7230.00 ... 7230.00 7209.00 L
137 l2609 20250924 7213.00 ... 7228.00 7204.00 L
138 lg2509 20250924 770.00 ... 766.00 780.00 LG
139 lg2511 20250924 807.00 ... 804.50 807.00 LG
140 lg2601 20250924 820.00 ... 820.00 820.00 LG
141 lg2603 20250924 825.50 ... 826.00 825.00 LG
142 lg2605 20250924 829.00 ... 827.50 827.00 LG
143 lg2607 20250924 828.00 ... 828.00 829.50 LG
144 lh2509 20250924 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250924 12665.00 ... 12700.00 12730.00 LH
146 lh2601 20250924 13225.00 ... 13295.00 13280.00 LH
147 lh2603 20250924 12650.00 ... 12700.00 12685.00 LH
148 lh2605 20250924 13100.00 ... 13140.00 13130.00 LH
149 lh2607 20250924 13730.00 ... 13810.00 13780.00 LH
150 m2511 20250924 2894.00 ... 2895.00 2922.00 M
151 m2512 20250924 2938.00 ... 2937.00 2968.00 M
152 m2601 20250924 2926.00 ... 2922.00 2954.00 M
153 m2603 20250924 2893.00 ... 2897.00 2906.00 M
154 m2605 20250924 2729.00 ... 2743.00 2739.00 M
155 m2607 20250924 2724.00 ... 2737.00 2736.00 M
156 m2608 20250924 2836.00 ... 2848.00 2843.00 M
157 m2609 20250924 2842.00 ... 2851.00 2847.00 M
158 p2510 20250924 8942.00 ... 8904.00 8948.00 P
159 p2511 20250924 9050.00 ... 9044.00 9052.00 P
160 p2512 20250924 9058.00 ... 9052.00 9072.00 P
161 p2601 20250924 9088.00 ... 9078.00 9086.00 P
162 p2602 20250924 9020.00 ... 9062.00 9078.00 P
163 p2603 20250924 9008.00 ... 9018.00 9008.00 P
164 p2604 20250924 8976.00 ... 8982.00 8938.00 P
165 p2605 20250924 8870.00 ... 8902.00 8866.00 P
166 p2606 20250924 8774.00 ... 8798.00 8762.00 P
167 p2607 20250924 8702.00 ... 8718.00 8648.00 P
168 p2608 20250924 8614.00 ... 8618.00 8574.00 P
169 p2609 20250924 8500.00 ... 8546.00 8520.00 P
170 pg2509 20250924 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250924 4321.00 ... 4332.00 4318.00 PG
172 pg2511 20250924 4256.00 ... 4254.00 4247.00 PG
173 pg2512 20250924 4189.00 ... 4193.00 4185.00 PG
174 pg2601 20250924 4130.00 ... 4132.00 4123.00 PG
175 pg2602 20250924 4059.00 ... 4065.00 4055.00 PG
176 pg2603 20250924 3989.00 ... 3989.00 3977.00 PG
177 pg2604 20250924 4361.00 ... 4363.00 4332.00 PG
178 pg2605 20250924 4257.00 ... 4265.00 4246.00 PG
179 pg2606 20250924 4222.00 ... 4220.00 4197.00 PG
180 pg2607 20250924 4155.00 ... 4153.00 4134.00 PG
181 pg2608 20250924 4098.00 ... 4096.00 4080.00 PG
182 pp2510 20250924 6750.00 ... 6763.00 6750.00 PP
183 pp2511 20250924 6782.00 ... 6806.00 6782.00 PP
184 pp2512 20250924 6818.00 ... 6843.00 6818.00 PP
185 pp2601 20250924 6860.00 ... 6870.00 6850.00 PP
186 pp2602 20250924 6834.00 ... 6858.00 6836.00 PP
187 pp2603 20250924 6841.00 ... 6859.00 6840.00 PP
188 pp2604 20250924 6879.00 ... 6904.00 6876.00 PP
189 pp2605 20250924 6905.00 ... 6916.00 6900.00 PP
190 pp2606 20250924 6879.00 ... 6895.00 6852.00 PP
191 pp2607 20250924 6854.00 ... 6871.00 6842.00 PP
192 pp2608 20250924 6853.00 ... 6881.00 6859.00 PP
193 pp2609 20250924 6887.00 ... 6903.00 6892.00 PP
194 rr2510 20250924 3621.00 ... 3622.00 3619.00 RR
195 rr2511 20250924 3615.00 ... 3614.00 3615.00 RR
196 rr2512 20250924 3619.00 ... 3615.00 3615.00 RR
197 rr2601 20250924 3616.00 ... 3621.00 3620.00 RR
198 rr2602 20250924 3602.00 ... 3602.00 3606.00 RR
199 rr2603 20250924 0.00 ... 3612.00 3612.00 RR
200 rr2604 20250924 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250924 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250924 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250924 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250924 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250924 0.00 ... 3614.00 3614.00 RR
206 v2510 20250924 4786.00 ... 4787.00 4784.00 V
207 v2511 20250924 4819.00 ... 4823.00 4819.00 V
208 v2512 20250924 4847.00 ... 4871.00 4859.00 V
209 v2601 20250924 4899.00 ... 4906.00 4903.00 V
210 v2602 20250924 4931.00 ... 4960.00 4939.00 V
211 v2603 20250924 4957.00 ... 4994.00 4976.00 V
212 v2604 20250924 5161.00 ... 5162.00 5179.00 V
213 v2605 20250924 5198.00 ... 5208.00 5203.00 V
214 v2606 20250924 5217.00 ... 5232.00 5248.00 V
215 v2607 20250924 5247.00 ... 5262.00 5269.00 V
216 v2608 20250924 5285.00 ... 5293.00 5308.00 V
217 v2609 20250924 5309.00 ... 5328.00 5331.00 V
218 y2511 20250924 8110.00 ... 8100.00 8128.00 Y
219 y2512 20250924 8154.00 ... 8154.00 8178.00 Y
220 y2601 20250924 8100.00 ... 8096.00 8136.00 Y
221 y2603 20250924 8058.00 ... 8050.00 8096.00 Y
222 y2605 20250924 7862.00 ... 7852.00 7860.00 Y
223 y2607 20250924 7816.00 ... 7816.00 7868.00 Y
224 y2608 20250924 7818.00 ... 7816.00 7852.00 Y
225 y2609 20250924 7790.00 ... 7782.00 7804.00 Y
[226 rows x 12 columns]
2025-09-29 16:25:50,491 - future_1d - INFO - ak.get_dce_daily('2025-09-24') done
2025-09-29 16:25:52,283 - future_1d - INFO - save future_daily 2025-09-24 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250925 8538.0 8648.0 ... 23753.52 8585.0 8525.0 AP
1 AP511 20250925 8378.0 8498.0 ... 20087.47 8440.0 8356.0 AP
2 AP512 20250925 8248.0 8414.0 ... 1899.21 8367.0 8296.0 AP
3 AP601 20250925 8331.0 8450.0 ... 501897.78 8385.0 8344.0 AP
4 AP603 20250925 8242.0 8303.0 ... 890.41 8244.0 8223.0 AP
5 AP604 20250925 8236.0 8269.0 ... 148.16 8231.0 8213.0 AP
6 AP605 20250925 8248.0 8312.0 ... 9355.27 8264.0 8248.0 AP
7 CF511 20250925 13710.0 13725.0 ... 312969.82 13560.0 13625.0 CF
8 CF601 20250925 13555.0 13575.0 ... 1664965.42 13515.0 13560.0 CF
9 CF603 20250925 13520.0 13540.0 ... 6561.00 13485.0 13535.0 CF
10 CF605 20250925 13550.0 13555.0 ... 191722.50 13510.0 13560.0 CF
11 CF607 20250925 13575.0 13580.0 ... 2219.85 13535.0 13590.0 CF
12 CF609 20250925 13730.0 13730.0 ... 691.62 13695.0 13735.0 CF
13 CJ512 20250925 10740.0 11070.0 ... 6390.30 10905.0 10760.0 CJ
14 CJ601 20250925 10825.0 11130.0 ... 1254628.63 10960.0 10795.0 CJ
15 CJ603 20250925 10795.0 11095.0 ... 14645.96 10925.0 10785.0 CJ
16 CJ605 20250925 10875.0 11160.0 ... 208459.47 10990.0 10830.0 CJ
17 CJ607 20250925 10935.0 11255.0 ... 2647.11 11075.0 10935.0 CJ
18 CJ609 20250925 11065.0 11370.0 ... 1031.54 11210.0 11025.0 CJ
19 CY510 20250925 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250925 19880.0 19905.0 ... 119620.88 19780.0 19775.0 CY
21 CY512 20250925 19515.0 19515.0 ... 9.76 19515.0 19495.0 CY
22 CY601 20250925 19710.0 19730.0 ... 6459.10 19690.0 19690.0 CY
23 CY602 20250925 0.0 0.0 ... 0.00 19745.0 19745.0 CY
24 CY603 20250925 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250925 0.0 0.0 ... 0.00 19730.0 19730.0 CY
26 CY605 20250925 19705.0 19765.0 ... 19.74 19735.0 19795.0 CY
27 CY606 20250925 0.0 0.0 ... 0.00 19735.0 19735.0 CY
28 CY607 20250925 0.0 0.0 ... 0.00 20005.0 20005.0 CY
29 CY608 20250925 0.0 0.0 ... 0.00 19930.0 19940.0 CY
30 CY609 20250925 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250925 1130.0 1150.0 ... 9834.72 1135.0 1109.0 FG
32 FG511 20250925 1133.0 1164.0 ... 394480.86 1145.0 1106.0 FG
33 FG512 20250925 1253.0 1282.0 ... 151791.67 1265.0 1228.0 FG
34 FG601 20250925 1252.0 1282.0 ... 9137130.71 1260.0 1232.0 FG
35 FG602 20250925 1298.0 1331.0 ... 113762.92 1308.0 1274.0 FG
36 FG603 20250925 1319.0 1330.0 ... 8819.65 1314.0 1289.0 FG
37 FG604 20250925 1372.0 1391.0 ... 2719.36 1380.0 1354.0 FG
38 FG605 20250925 1365.0 1392.0 ... 335024.93 1373.0 1354.0 FG
39 FG606 20250925 1398.0 1419.0 ... 1893.04 1402.0 1382.0 FG
40 FG607 20250925 1372.0 1412.0 ... 2289.70 1398.0 1375.0 FG
41 FG608 20250925 1434.0 1449.0 ... 1630.58 1435.0 1417.0 FG
42 FG609 20250925 1426.0 1452.0 ... 12590.62 1440.0 1414.0 FG
43 JR511 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250925 2262.0 2269.0 ... 2975.32 2263.0 2263.0 MA
52 MA511 20250925 2303.0 2307.0 ... 129297.32 2298.0 2294.0 MA
53 MA512 20250925 2333.0 2340.0 ... 92047.38 2333.0 2332.0 MA
54 MA601 20250925 2356.0 2364.0 ... 822244.57 2357.0 2355.0 MA
55 MA602 20250925 2382.0 2387.0 ... 33142.05 2380.0 2380.0 MA
56 MA603 20250925 2392.0 2400.0 ... 908.62 2397.0 2396.0 MA
57 MA604 20250925 2395.0 2395.0 ... 23.94 2394.0 2396.0 MA
58 MA605 20250925 2382.0 2391.0 ... 59705.76 2383.0 2382.0 MA
59 MA606 20250925 2394.0 2399.0 ... 45.45 2392.0 2389.0 MA
60 MA607 20250925 2366.0 2371.0 ... 28.43 2369.0 2364.0 MA
61 MA608 20250925 2370.0 2370.0 ... 2.37 2370.0 2362.0 MA
62 MA609 20250925 2347.0 2350.0 ... 264.98 2345.0 2341.0 MA
63 OI511 20250925 10136.0 10344.0 ... 679752.78 10195.0 10110.0 OI
64 OI601 20250925 9949.0 10154.0 ... 4025663.97 10033.0 9923.0 OI
65 OI603 20250925 9703.0 9912.0 ... 6903.28 9792.0 9681.0 OI
66 OI605 20250925 9456.0 9668.0 ... 210491.42 9551.0 9437.0 OI
67 OI607 20250925 9406.0 9611.0 ... 2158.04 9549.0 9387.0 OI
68 OI609 20250925 9385.0 9566.0 ... 2685.78 9524.0 9343.0 OI
69 PF510 20250925 6308.0 6382.0 ... 3524.96 6358.0 6274.0 PF
70 PF511 20250925 6310.0 6380.0 ... 613970.31 6328.0 6272.0 PF
71 PF512 20250925 6262.0 6344.0 ... 338379.21 6288.0 6238.0 PF
72 PF601 20250925 6324.0 6386.0 ... 51277.92 6346.0 6284.0 PF
73 PF602 20250925 6316.0 6390.0 ... 136637.20 6334.0 6288.0 PF
74 PF603 20250925 6340.0 6392.0 ... 34.93 6350.0 6304.0 PF
75 PF604 20250925 6386.0 6418.0 ... 25.63 6408.0 6342.0 PF
76 PF605 20250925 6400.0 6454.0 ... 25.73 6434.0 6378.0 PF
77 PF606 20250925 6414.0 6414.0 ... 3.21 6414.0 6380.0 PF
78 PF607 20250925 6484.0 6484.0 ... 3.24 6484.0 6394.0 PF
79 PF608 20250925 0.0 0.0 ... 0.00 6496.0 6402.0 PF
80 PF609 20250925 6508.0 6508.0 ... 3.25 6508.0 6442.0 PF
81 PK510 20250925 7780.0 7790.0 ... 3624.73 7770.0 7796.0 PK
82 PK511 20250925 7762.0 7784.0 ... 221707.73 7766.0 7762.0 PK
83 PK512 20250925 7762.0 7776.0 ... 85187.60 7762.0 7770.0 PK
84 PK601 20250925 7778.0 7788.0 ... 57441.67 7776.0 7790.0 PK
85 PK603 20250925 7816.0 7818.0 ... 70.30 7812.0 7830.0 PK
86 PK604 20250925 7826.0 7838.0 ... 74.44 7836.0 7836.0 PK
87 PK605 20250925 7832.0 7840.0 ... 1946.70 7834.0 7836.0 PK
88 PL601 20250925 6358.0 6384.0 ... 18325.21 6372.0 6344.0 PL
89 PL602 20250925 6399.0 6409.0 ... 563.36 6402.0 6385.0 PL
90 PL603 20250925 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250925 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250925 0.0 0.0 ... 0.00 6350.0 6330.0 PL
93 PL606 20250925 0.0 0.0 ... 0.00 6419.0 6402.0 PL
94 PL607 20250925 0.0 0.0 ... 0.00 6410.0 6410.0 PL
95 PL608 20250925 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250925 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250925 5832.0 5880.0 ... 2354.18 5856.0 5798.0 PR
104 PR511 20250925 5800.0 5846.0 ... 249600.32 5816.0 5756.0 PR
105 PR512 20250925 5792.0 5850.0 ... 209730.17 5814.0 5764.0 PR
106 PR601 20250925 5794.0 5846.0 ... 127445.00 5812.0 5746.0 PR
107 PR602 20250925 5830.0 5866.0 ... 1534.81 5848.0 5790.0 PR
108 PR603 20250925 5830.0 5866.0 ... 52.56 5840.0 5808.0 PR
109 PR604 20250925 5850.0 5886.0 ... 17.60 5868.0 5826.0 PR
110 PR605 20250925 5852.0 5904.0 ... 61.75 5882.0 5830.0 PR
111 PR606 20250925 0.0 0.0 ... 0.00 5918.0 5860.0 PR
112 PR607 20250925 5902.0 5902.0 ... 8.85 5902.0 5876.0 PR
113 PR608 20250925 0.0 0.0 ... 0.00 5940.0 5892.0 PR
114 PR609 20250925 0.0 0.0 ... 0.00 5924.0 5882.0 PR
115 PX510 20250925 6334.0 6690.0 ... 26287.94 6470.0 6604.0 PX
116 PX511 20250925 6620.0 6686.0 ... 615785.56 6640.0 6568.0 PX
117 PX512 20250925 6614.0 6678.0 ... 210198.60 6638.0 6576.0 PX
118 PX601 20250925 6610.0 6672.0 ... 168342.39 6636.0 6570.0 PX
119 PX602 20250925 6624.0 6688.0 ... 7754.97 6654.0 6582.0 PX
120 PX603 20250925 6628.0 6632.0 ... 9.94 6630.0 6570.0 PX
121 PX604 20250925 6690.0 6690.0 ... 3.35 6690.0 6616.0 PX
122 PX605 20250925 6632.0 6706.0 ... 2464.91 6672.0 6596.0 PX
123 PX606 20250925 0.0 0.0 ... 0.00 6692.0 6622.0 PX
124 PX607 20250925 6700.0 6700.0 ... 3.35 6700.0 6608.0 PX
125 PX608 20250925 0.0 0.0 ... 0.00 6674.0 6620.0 PX
126 PX609 20250925 6658.0 6698.0 ... 6.68 6678.0 6626.0 PX
127 RI511 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250925 2471.0 2494.0 ... 11208.27 2479.0 2459.0 RM
134 RM601 20250925 2408.0 2450.0 ... 897937.89 2424.0 2406.0 RM
135 RM603 20250925 2334.0 2362.0 ... 9498.76 2343.0 2334.0 RM
136 RM605 20250925 2328.0 2345.0 ... 180100.32 2328.0 2321.0 RM
137 RM607 20250925 2315.0 2335.0 ... 12049.28 2319.0 2311.0 RM
138 RM608 20250925 2411.0 2435.0 ... 1529.32 2420.0 2409.0 RM
139 RM609 20250925 2401.0 2426.0 ... 4909.94 2412.0 2396.0 RM
140 RS511 20250925 5270.0 5331.0 ... 100.91 5311.0 5278.0 RS
141 RS607 20250925 5588.0 5588.0 ... 194.69 5562.0 5552.0 RS
142 RS608 20250925 5551.0 5574.0 ... 161.01 5552.0 5543.0 RS
143 RS609 20250925 5576.0 5579.0 ... 133.34 5556.0 5549.0 RS
144 SA510 20250925 1225.0 1229.0 ... 6547.04 1222.0 1213.0 SA
145 SA511 20250925 1229.0 1241.0 ... 438284.40 1232.0 1218.0 SA
146 SA512 20250925 1298.0 1308.0 ... 342124.54 1298.0 1282.0 SA
147 SA601 20250925 1311.0 1320.0 ... 3084478.49 1311.0 1300.0 SA
148 SA602 20250925 1335.0 1349.0 ... 93123.96 1340.0 1318.0 SA
149 SA603 20250925 1344.0 1356.0 ... 3208.99 1347.0 1340.0 SA
150 SA604 20250925 1388.0 1401.0 ... 735.53 1393.0 1382.0 SA
151 SA605 20250925 1395.0 1408.0 ... 115820.62 1400.0 1389.0 SA
152 SA606 20250925 1411.0 1420.0 ... 924.29 1413.0 1401.0 SA
153 SA607 20250925 1416.0 1423.0 ... 1259.04 1418.0 1407.0 SA
154 SA608 20250925 1452.0 1453.0 ... 2568.25 1449.0 1437.0 SA
155 SA609 20250925 1449.0 1460.0 ... 5968.90 1455.0 1440.0 SA
156 SF510 20250925 5540.0 5584.0 ... 2278.10 5544.0 5536.0 SF
157 SF511 20250925 5722.0 5790.0 ... 575802.32 5724.0 5732.0 SF
158 SF512 20250925 5686.0 5758.0 ... 139267.93 5698.0 5708.0 SF
159 SF601 20250925 5692.0 5746.0 ... 169962.64 5692.0 5700.0 SF
160 SF602 20250925 5658.0 5708.0 ... 27586.73 5648.0 5662.0 SF
161 SF603 20250925 5790.0 5878.0 ... 449.34 5836.0 5858.0 SF
162 SF604 20250925 5814.0 5814.0 ... 2.91 5814.0 5832.0 SF
163 SF605 20250925 5808.0 5846.0 ... 3268.64 5790.0 5810.0 SF
164 SF606 20250925 5730.0 5800.0 ... 54.93 5782.0 5786.0 SF
165 SF607 20250925 5880.0 5940.0 ... 20.68 5910.0 5936.0 SF
166 SF608 20250925 5872.0 5950.0 ... 11.83 5914.0 5896.0 SF
167 SF609 20250925 5864.0 5922.0 ... 35.29 5882.0 5904.0 SF
168 SH510 20250925 2484.0 2485.0 ... 6882.09 2467.0 2471.0 SH
169 SH511 20250925 2502.0 2507.0 ... 542872.48 2488.0 2486.0 SH
170 SH512 20250925 2549.0 2555.0 ... 371357.74 2540.0 2533.0 SH
171 SH601 20250925 2552.0 2555.0 ... 1738819.77 2542.0 2533.0 SH
172 SH602 20250925 2572.0 2575.0 ... 38919.23 2565.0 2558.0 SH
173 SH603 20250925 2589.0 2591.0 ... 1092.08 2582.0 2574.0 SH
174 SH604 20250925 2624.0 2624.0 ... 31.47 2623.0 2620.0 SH
175 SH605 20250925 2640.0 2643.0 ... 8540.13 2633.0 2626.0 SH
176 SH606 20250925 2652.0 2652.0 ... 79.43 2648.0 2637.0 SH
177 SH607 20250925 2636.0 2647.0 ... 55.42 2639.0 2631.0 SH
178 SH608 20250925 2650.0 2650.0 ... 15.89 2648.0 2652.0 SH
179 SH609 20250925 2678.0 2678.0 ... 152.05 2668.0 2665.0 SH
180 SM510 20250925 5818.0 5832.0 ... 37009.46 5732.0 5814.0 SM
181 SM511 20250925 5908.0 5938.0 ... 461939.29 5892.0 5898.0 SM
182 SM512 20250925 5880.0 5942.0 ... 229503.51 5910.0 5898.0 SM
183 SM601 20250925 5916.0 5954.0 ... 648883.48 5904.0 5910.0 SM
184 SM602 20250925 5928.0 5960.0 ... 189915.34 5902.0 5928.0 SM
185 SM603 20250925 5948.0 5956.0 ... 940.16 5932.0 5948.0 SM
186 SM604 20250925 5920.0 5962.0 ... 130.54 5934.0 5954.0 SM
187 SM605 20250925 5946.0 5988.0 ... 12387.44 5944.0 5946.0 SM
188 SM606 20250925 5928.0 5968.0 ... 41.50 5928.0 5966.0 SM
189 SM607 20250925 5932.0 5980.0 ... 38.60 5938.0 5978.0 SM
190 SM608 20250925 0.0 0.0 ... 0.00 5988.0 5960.0 SM
191 SM609 20250925 5952.0 6016.0 ... 394.92 5984.0 5976.0 SM
192 SR511 20250925 5542.0 5556.0 ... 197387.15 5533.0 5538.0 SR
193 SR601 20250925 5492.0 5518.0 ... 1170834.61 5497.0 5483.0 SR
194 SR603 20250925 5472.0 5498.0 ... 2998.31 5481.0 5457.0 SR
195 SR605 20250925 5468.0 5483.0 ... 67385.76 5463.0 5446.0 SR
196 SR607 20250925 5466.0 5483.0 ... 3340.88 5468.0 5452.0 SR
197 SR609 20250925 5477.0 5495.0 ... 2114.39 5478.0 5466.0 SR
198 TA510 20250925 4596.0 4654.0 ... 16455.61 4630.0 4558.0 TA
199 TA511 20250925 4608.0 4668.0 ... 326553.23 4638.0 4576.0 TA
200 TA512 20250925 4626.0 4678.0 ... 129291.73 4652.0 4588.0 TA
201 TA601 20250925 4640.0 4688.0 ... 1632322.69 4658.0 4598.0 TA
202 TA602 20250925 4654.0 4698.0 ... 24535.75 4672.0 4610.0 TA
203 TA603 20250925 4620.0 4706.0 ... 437.42 4630.0 4620.0 TA
204 TA604 20250925 4664.0 4712.0 ... 32.80 4686.0 4660.0 TA
205 TA605 20250925 4668.0 4722.0 ... 57245.87 4696.0 4640.0 TA
206 TA606 20250925 4684.0 4732.0 ... 16.45 4700.0 4626.0 TA
207 TA607 20250925 4716.0 4720.0 ... 7.08 4718.0 4662.0 TA
208 TA608 20250925 0.0 0.0 ... 0.00 4744.0 4690.0 TA
209 TA609 20250925 4700.0 4768.0 ... 170.82 4746.0 4694.0 TA
210 UR510 20250925 1570.0 1571.0 ... 1056.31 1567.0 1563.0 UR
211 UR511 20250925 1657.0 1657.0 ... 71609.71 1651.0 1649.0 UR
212 UR512 20250925 1665.0 1668.0 ... 15708.84 1664.0 1663.0 UR
213 UR601 20250925 1677.0 1679.0 ... 320987.42 1675.0 1672.0 UR
214 UR602 20250925 1684.0 1686.0 ... 390.24 1682.0 1681.0 UR
215 UR603 20250925 1725.0 1728.0 ... 37.97 1726.0 1724.0 UR
216 UR604 20250925 1725.0 1727.0 ... 24.16 1726.0 1726.0 UR
217 UR605 20250925 1730.0 1730.0 ... 13083.72 1727.0 1723.0 UR
218 UR606 20250925 1725.0 1730.0 ... 110.60 1728.0 1725.0 UR
219 UR607 20250925 1753.0 1758.0 ... 21.08 1757.0 1757.0 UR
220 UR608 20250925 1750.0 1750.0 ... 14.00 1750.0 1751.0 UR
221 UR609 20250925 1740.0 1749.0 ... 338.83 1747.0 1741.0 UR
222 WH511 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 16:25:59,649 - future_1d - INFO - ak.get_czce_daily('2025-09-25') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250925 ... 82080 79990 CU
1 1 CU2511 20250925 ... 82160 79990 CU
2 2 CU2512 20250925 ... 82110 79980 CU
3 3 CU2601 20250925 ... 82090 79970 CU
4 4 CU2602 20250925 ... 81970 79960 CU
5 5 CU2603 20250925 ... 82050 79950 CU
6 6 CU2604 20250925 ... 81900 79970 CU
7 7 CU2605 20250925 ... 82230 79910 CU
8 8 CU2606 20250925 ... 81760 79860 CU
9 9 CU2607 20250925 ... 81710 79840 CU
10 10 CU2608 20250925 ... 81680 79880 CU
11 11 CU2609 20250925 ... 81920 79890 CU
12 12 BC2510 20250925 ... 72920 70910 BC
13 13 BC2511 20250925 ... 73030 71060 BC
14 14 BC2512 20250925 ... 73180 71110 BC
15 15 BC2601 20250925 ... 73160 71300 BC
16 16 BC2602 20250925 ... 73100 71100 BC
17 17 BC2603 20250925 ... 73000 71210 BC
18 18 BC2604 20250925 ... 73000 71300 BC
19 19 BC2605 20250925 ... 72900 71300 BC
20 20 BC2606 20250925 ... 72900 71400 BC
21 21 BC2607 20250925 ... 72800 71400 BC
22 22 BC2608 20250925 ... 73000 71400 BC
23 23 BC2609 20250925 ... 73000 71550 BC
24 24 AL2510 20250925 ... 20765 20680 AL
25 25 AL2511 20250925 ... 20780 20685 AL
26 26 AL2512 20250925 ... 20780 20690 AL
27 27 AL2601 20250925 ... 20780 20695 AL
28 28 AL2602 20250925 ... 20785 20695 AL
29 29 AL2603 20250925 ... 20815 20725 AL
30 30 AL2604 20250925 ... 20830 20750 AL
31 31 AL2605 20250925 ... 20845 20755 AL
32 32 AL2606 20250925 ... 20850 20785 AL
33 33 AL2607 20250925 ... 20850 20780 AL
34 34 AL2608 20250925 ... 20860 20775 AL
35 35 AL2609 20250925 ... 20860 20775 AL
36 36 ZN2510 20250925 ... 21960 21905 ZN
37 37 ZN2511 20250925 ... 21965 21915 ZN
38 38 ZN2512 20250925 ... 21980 21915 ZN
39 39 ZN2601 20250925 ... 21995 21930 ZN
40 40 ZN2602 20250925 ... 22030 21955 ZN
41 41 ZN2603 20250925 ... 22040 21970 ZN
42 42 ZN2604 20250925 ... 22090 22010 ZN
43 43 ZN2605 20250925 ... 22160 22045 ZN
44 44 ZN2606 20250925 ... 22185 22080 ZN
45 45 ZN2607 20250925 ... 22095 22095 ZN
46 46 ZN2608 20250925 ... 22185 22115 ZN
47 47 ZN2609 20250925 ... 22195 22145 ZN
48 48 PB2510 20250925 ... 17070 17035 PB
49 49 PB2511 20250925 ... 17110 17075 PB
50 50 PB2512 20250925 ... 17125 17090 PB
51 51 PB2601 20250925 ... 17135 17085 PB
52 52 PB2602 20250925 ... 17090 17090 PB
53 53 PB2603 20250925 ... 17175 17125 PB
54 54 PB2604 20250925 ... 17215 17215 PB
55 55 PB2605 20250925 ... 17170 17140 PB
56 56 PB2606 20250925 ... 17190 17160 PB
57 57 PB2607 20250925 ... 17175 17175 PB
58 58 PB2608 20250925 ... 17210 17140 PB
59 59 PB2609 20250925 ... 17230 17185 PB
60 60 NI2510 20250925 ... 122390 121450 NI
61 61 NI2511 20250925 ... 122730 121680 NI
62 62 NI2512 20250925 ... 122960 121810 NI
63 63 NI2601 20250925 ... 123080 122020 NI
64 64 NI2602 20250925 ... 123580 122250 NI
65 65 NI2603 20250925 ... 123430 122510 NI
66 66 NI2604 20250925 ... 123660 122640 NI
67 67 NI2605 20250925 ... 123980 122920 NI
68 68 NI2606 20250925 ... 123830 123050 NI
69 69 NI2607 20250925 ... 124190 123340 NI
70 70 NI2608 20250925 ... 125100 123750 NI
71 71 NI2609 20250925 ... 125630 124090 NI
72 72 SN2510 20250925 ... 273150 271570 SN
73 73 SN2511 20250925 ... 273490 271840 SN
74 74 SN2512 20250925 ... 273700 272030 SN
75 75 SN2601 20250925 ... 273840 272140 SN
76 76 SN2602 20250925 ... 273860 272100 SN
77 77 SN2603 20250925 ... 274180 272640 SN
78 78 SN2604 20250925 ... 274410 272870 SN
79 79 SN2605 20250925 ... 274840 273140 SN
80 80 SN2606 20250925 ... 274920 273310 SN
81 81 SN2607 20250925 ... 274910 273200 SN
82 82 SN2608 20250925 ... 275220 273380 SN
83 83 SN2609 20250925 ... 276240 273670 SN
84 84 AO2510 20250925 ... 2875 2858 AO
85 85 AO2511 20250925 ... 2897 2871 AO
86 86 AO2512 20250925 ... 2912 2882 AO
87 87 AO2601 20250925 ... 2927 2894 AO
88 88 AO2602 20250925 ... 2936 2906 AO
89 89 AO2603 20250925 ... 3003 2975 AO
90 90 AO2604 20250925 ... 3007 2980 AO
91 91 AO2605 20250925 ... 3016 2986 AO
92 92 AO2606 20250925 ... 3023 2993 AO
93 93 AO2607 20250925 ... 3032 2996 AO
94 94 AO2608 20250925 ... 3036 3007 AO
95 95 AO2609 20250925 ... 3045 3020 AO
96 96 AD2511 20250925 ... 20360 20320 AD
97 97 AD2512 20250925 ... 20405 20315 AD
98 98 AD2601 20250925 ... 20410 20320 AD
99 99 AD2602 20250925 ... 20440 20320 AD
100 100 AD2603 20250925 ... 20300 20300 AD
101 101 AD2604 20250925 ... 20320 20320 AD
102 102 AD2605 20250925 ... 20320 20320 AD
103 103 AD2606 20250925 ... 20385 20305 AD
104 104 AD2607 20250925 ... 20510 20510 AD
105 105 AD2608 20250925 ... 20515 20515 AD
106 106 AD2609 20250925 ... 20335 20335 AD
107 107 AU2510 20250925 ... 853.14 854.98 AU
108 108 AU2511 20250925 ... 854.06 856.34 AU
109 109 AU2512 20250925 ... 855.96 858.6 AU
110 110 AU2602 20250925 ... 858.8 860.92 AU
111 111 AU2604 20250925 ... 860.04 863.22 AU
112 112 AU2606 20250925 ... 863.34 865.94 AU
113 113 AU2608 20250925 ... 865.28 869.22 AU
114 114 AU2610 20250925 ... 869.38 872.52 AU
115 115 AG2510 20250925 ... 10358 10356 AG
116 116 AG2511 20250925 ... 10374 10388 AG
117 117 AG2512 20250925 ... 10396 10403 AG
118 118 AG2601 20250925 ... 10407 10415 AG
119 119 AG2602 20250925 ... 10420 10423 AG
120 120 AG2603 20250925 ... 10441 10438 AG
121 121 AG2604 20250925 ... 10454 10454 AG
122 122 AG2605 20250925 ... 10463 10468 AG
123 123 AG2606 20250925 ... 10478 10479 AG
124 124 AG2607 20250925 ... 10491 10496 AG
125 125 AG2608 20250925 ... 10504 10509 AG
126 126 AG2609 20250925 ... 10512 10514 AG
127 127 RB2510 20250925 ... 3072 3066 RB
128 128 RB2511 20250925 ... 3087 3082 RB
129 129 RB2512 20250925 ... 3144 3136 RB
130 130 RB2601 20250925 ... 3164 3157 RB
131 131 RB2602 20250925 ... 3165 3159 RB
132 132 RB2603 20250925 ... 3183 3175 RB
133 133 RB2604 20250925 ... 3204 3193 RB
134 134 RB2605 20250925 ... 3223 3217 RB
135 135 RB2606 20250925 ... 3238 3235 RB
136 136 RB2607 20250925 ... 3247 3246 RB
137 137 RB2608 20250925 ... 3248 3241 RB
138 138 RB2609 20250925 ... 3255 3244 RB
139 139 WR2510 20250925 ... 3233 3233 WR
140 140 WR2511 20250925 ... 3330 3343 WR
141 141 WR2512 20250925 ... 3324 3324 WR
142 142 WR2601 20250925 ... 3339 3349 WR
143 143 WR2602 20250925 ... 3353 3339 WR
144 144 WR2603 20250925 ... 3399 3399 WR
145 145 WR2604 20250925 ... 3389 3389 WR
146 146 WR2605 20250925 ... 3413 3414 WR
147 147 WR2606 20250925 ... 3372 3372 WR
148 148 WR2607 20250925 ... 3390 3390 WR
149 149 WR2608 20250925 ... 3371 3371 WR
150 150 WR2609 20250925 ... 3418 3418 WR
151 151 HC2510 20250925 ... 3415 3401 HC
152 152 HC2511 20250925 ... 3391 3380 HC
153 153 HC2512 20250925 ... 3378 3368 HC
154 154 HC2601 20250925 ... 3354 3350 HC
155 155 HC2602 20250925 ... 3353 3346 HC
156 156 HC2603 20250925 ... 3357 3351 HC
157 157 HC2604 20250925 ... 3358 3349 HC
158 158 HC2605 20250925 ... 3364 3358 HC
159 159 HC2606 20250925 ... 3360 3362 HC
160 160 HC2607 20250925 ... 3376 3369 HC
161 161 HC2608 20250925 ... 3371 3371 HC
162 162 HC2609 20250925 ... 3383 3383 HC
163 163 SS2510 20250925 ... 12800 12790 SS
164 164 SS2511 20250925 ... 12915 12905 SS
165 165 SS2512 20250925 ... 12960 12945 SS
166 166 SS2601 20250925 ... 13020 13005 SS
167 167 SS2602 20250925 ... 13070 13040 SS
168 168 SS2603 20250925 ... 13175 13125 SS
169 169 SS2604 20250925 ... 13215 13180 SS
170 170 SS2605 20250925 ... 13295 13260 SS
171 171 SS2606 20250925 ... 13340 13305 SS
172 172 SS2607 20250925 ... 13410 13395 SS
173 173 SS2608 20250925 ... 13465 13420 SS
174 174 SS2609 20250925 ... 13535 13485 SS
175 175 SC2510 20250925 ... 489.3 479.3 SC
176 176 SC2511 20250925 ... 488.9 482.3 SC
177 177 SC2512 20250925 ... 489.8 482.8 SC
178 178 SC2601 20250925 ... 489.8 482.7 SC
179 179 SC2602 20250925 ... 488.9 482.1 SC
180 180 SC2603 20250925 ... 488.3 481.8 SC
181 181 SC2604 20250925 ... 488 482.5 SC
182 182 SC2605 20250925 ... 486.8 480.8 SC
183 183 SC2606 20250925 ... 486.3 480 SC
184 184 SC2607 20250925 ... 487.3 480 SC
185 185 SC2608 20250925 ... 485.8 478.1 SC
186 186 SC2609 20250925 ... 482.7 477.8 SC
187 187 SC2612 20250925 ... 473.5 472 SC
188 188 SC2703 20250925 ... 478.3 473.1 SC
189 189 SC2706 20250925 ... 476 469.2 SC
190 190 SC2709 20250925 ... 477 470 SC
191 191 SC2712 20250925 ... 477.8 469.1 SC
192 192 SC2803 20250925 ... 476 468 SC
193 193 SC2806 20250925 ... 473.2 465.8 SC
194 194 SC2809 20250925 ... 472.1 464.2 SC
195 195 LU2510 20250925 ... 3366 3366 LU
196 196 LU2511 20250925 ... 3435 3397 LU
197 197 LU2512 20250925 ... 3430 3385 LU
198 198 LU2601 20250925 ... 3418 3377 LU
199 199 LU2602 20250925 ... 3400 3362 LU
200 200 LU2603 20250925 ... 3398 3358 LU
201 201 LU2604 20250925 ... 3395 3356 LU
202 202 LU2605 20250925 ... 3390 3356 LU
203 203 LU2606 20250925 ... 3393 3347 LU
204 204 LU2607 20250925 ... 3377 3344 LU
205 205 LU2608 20250925 ... 3366 3334 LU
206 206 LU2609 20250925 ... 3346 3320 LU
207 207 FU2510 20250925 ... 2933 2879 FU
208 208 FU2511 20250925 ... 2948 2888 FU
209 209 FU2512 20250925 ... 2905 2867 FU
210 210 FU2601 20250925 ... 2883 2850 FU
211 211 FU2602 20250925 ... 2865 2837 FU
212 212 FU2603 20250925 ... 2853 2822 FU
213 213 FU2604 20250925 ... 2840 2808 FU
214 214 FU2605 20250925 ... 2827 2800 FU
215 215 FU2606 20250925 ... 2811 2782 FU
216 216 FU2607 20250925 ... 2784 2753 FU
217 217 FU2608 20250925 ... 2758 2728 FU
218 218 FU2609 20250925 ... 2737 2719 FU
219 219 BU2510 20250925 ... 3444 3413 BU
220 220 BU2511 20250925 ... 3426 3396 BU
221 221 BU2512 20250925 ... 3373 3346 BU
222 222 BU2601 20250925 ... 3341 3314 BU
223 223 BU2602 20250925 ... 3348 3318 BU
224 224 BU2603 20250925 ... 3361 3335 BU
225 225 BU2604 20250925 ... 3337 3312 BU
226 226 BU2605 20250925 ... 3365 3332 BU
227 227 BU2606 20250925 ... 3362 3333 BU
228 228 BU2607 20250925 ... 3365 3327 BU
229 229 BU2608 20250925 ... 3344 3323 BU
230 230 BU2609 20250925 ... 3352 3333 BU
231 231 BU2612 20250925 ... 3319 3300 BU
232 232 BU2703 20250925 ... 3329 3281 BU
233 233 BU2706 20250925 ... 3327 3312 BU
234 234 BU2709 20250925 ... 3333 3320 BU
235 235 BR2510 20250925 ... 11560 11595 BR
236 236 BR2511 20250925 ... 11555 11545 BR
237 237 BR2512 20250925 ... 11555 11535 BR
238 238 BR2601 20250925 ... 11545 11525 BR
239 239 BR2602 20250925 ... 11555 11545 BR
240 240 BR2603 20250925 ... 11595 11605 BR
241 241 BR2604 20250925 ... 11640 11640 BR
242 242 BR2605 20250925 ... 11615 11580 BR
243 243 BR2606 20250925 ... 11620 11620 BR
244 244 BR2607 20250925 ... 11745 11680 BR
245 245 BR2608 20250925 ... 11745 11745 BR
246 246 BR2609 20250925 ... 11750 11750 BR
247 247 RU2510 20250925 ... 14680 14740 RU
248 248 RU2511 20250925 ... 14705 14715 RU
249 249 RU2601 20250925 ... 15630 15605 RU
250 250 RU2603 20250925 ... 15625 15590 RU
251 251 RU2604 20250925 ... 15625 15570 RU
252 252 RU2605 20250925 ... 15575 15545 RU
253 253 RU2606 20250925 ... 15635 15585 RU
254 254 RU2607 20250925 ... 15580 15600 RU
255 255 RU2608 20250925 ... 15625 15685 RU
256 256 RU2609 20250925 ... 15550 15600 RU
257 257 NR2510 20250925 ... 12440 12415 NR
258 258 NR2511 20250925 ... 12485 12455 NR
259 259 NR2512 20250925 ... 12500 12465 NR
260 260 NR2601 20250925 ... 12525 12490 NR
261 261 NR2602 20250925 ... 12520 12490 NR
262 262 NR2603 20250925 ... 12530 12510 NR
263 263 NR2604 20250925 ... 12565 12530 NR
264 264 NR2605 20250925 ... 12575 12600 NR
265 265 NR2606 20250925 ... 12600 12495 NR
266 266 NR2607 20250925 ... 12650 12650 NR
267 267 NR2608 20250925 ... 12685 12685 NR
268 268 NR2609 20250925 ... 12510 12510 NR
269 269 SP2510 20250925 ... 5018 4984 SP
270 270 SP2511 20250925 ... 5050 5010 SP
271 271 SP2512 20250925 ... 5068 5026 SP
272 272 SP2601 20250925 ... 5304 5268 SP
273 273 SP2602 20250925 ... 5292 5258 SP
274 274 SP2603 20250925 ... 5310 5272 SP
275 275 SP2604 20250925 ... 5318 5282 SP
276 276 SP2605 20250925 ... 5318 5286 SP
277 277 SP2606 20250925 ... 5324 5282 SP
278 278 SP2607 20250925 ... 5320 5268 SP
279 279 SP2608 20250925 ... 5326 5292 SP
280 280 SP2609 20250925 ... 5328 5280 SP
281 281 OP2601 20250925 ... 4238 4230 OP
282 282 OP2602 20250925 ... 4228 4228 OP
283 283 OP2603 20250925 ... 4266 4246 OP
284 284 OP2604 20250925 ... 4262 4262 OP
285 285 OP2605 20250925 ... 4266 4266 OP
286 286 OP2606 20250925 ... 4236 4242 OP
287 287 OP2607 20250925 ... 4238 4238 OP
288 288 OP2608 20250925 ... 4240 4238 OP
289 289 OP2609 20250925 ... 4336 4338 OP
290 290 EC2510 20250925 ... 1160.6 1128 EC
291 291 EC2512 20250925 ... 1746.6 1678.9 EC
292 292 EC2602 20250925 ... 1647.8 1572.8 EC
293 293 EC2604 20250925 ... 1276.4 1257.3 EC
294 294 EC2606 20250925 ... 1467.5 1436.5 EC
295 295 EC2608 20250925 ... 1619.8 1591.5 EC
296 298 SC_TAS2511 20250925 ... SC_TAS
297 299 SC_TAS2512 20250925 ... SC_TAS
298 300 SC_TAS2601 20250925 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 16:25:59,749 - future_1d - INFO - ak.get_shfe_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 SC2510 20250925 486.8 ... 489.3 479.3 SC
1 SC2511 20250925 486.3 ... 488.9 482.3 SC
2 SC2512 20250925 486.8 ... 489.8 482.8 SC
3 SC2601 20250925 486.5 ... 489.8 482.7 SC
4 SC2602 20250925 487.6 ... 488.9 482.1 SC
5 SC2603 20250925 481.3 ... 488.3 481.8 SC
6 SC2604 20250925 485.8 ... 488 482.5 SC
7 SC2605 20250925 485 ... 486.8 480.8 SC
8 SC2606 20250925 483.7 ... 486.3 480 SC
9 SC2607 20250925 487.4 ... 487.3 480 SC
10 SC2608 20250925 486.1 ... 485.8 478.1 SC
11 SC2609 20250925 482.5 ... 482.7 477.8 SC
12 SC2612 20250925 ... 473.5 472 SC
13 SC2703 20250925 ... 478.3 473.1 SC
14 SC2706 20250925 ... 476 469.2 SC
15 SC2709 20250925 477 ... 477 470 SC
16 SC2712 20250925 477.8 ... 477.8 469.1 SC
17 SC2803 20250925 476 ... 476 468 SC
18 SC2806 20250925 473.5 ... 473.2 465.8 SC
19 SC2809 20250925 472.9 ... 472.1 464.2 SC
21 LU2510 20250925 ... 3366 3366 LU
22 LU2511 20250925 3411 ... 3435 3397 LU
23 LU2512 20250925 3409 ... 3430 3385 LU
24 LU2601 20250925 3393 ... 3418 3377 LU
25 LU2602 20250925 3375 ... 3400 3362 LU
26 LU2603 20250925 3380 ... 3398 3358 LU
27 LU2604 20250925 3394 ... 3395 3356 LU
28 LU2605 20250925 3389 ... 3390 3356 LU
29 LU2606 20250925 3386 ... 3393 3347 LU
30 LU2607 20250925 3376 ... 3377 3344 LU
31 LU2608 20250925 3367 ... 3366 3334 LU
32 LU2609 20250925 3331 ... 3346 3320 LU
34 NR2510 20250925 12425 ... 12440 12415 NR
35 NR2511 20250925 12470 ... 12485 12455 NR
36 NR2512 20250925 12520 ... 12500 12465 NR
37 NR2601 20250925 12490 ... 12525 12490 NR
38 NR2602 20250925 12505 ... 12520 12490 NR
39 NR2603 20250925 12500 ... 12530 12510 NR
40 NR2604 20250925 12560 ... 12565 12530 NR
41 NR2605 20250925 12565 ... 12575 12600 NR
42 NR2606 20250925 12600 ... 12600 12495 NR
43 NR2607 20250925 ... 12650 12650 NR
44 NR2608 20250925 ... 12685 12685 NR
45 NR2609 20250925 ... 12510 12510 NR
47 BC2510 20250925 71790 ... 72920 70910 BC
48 BC2511 20250925 72000 ... 73030 71060 BC
49 BC2512 20250925 72500 ... 73180 71110 BC
50 BC2601 20250925 73350 ... 73160 71300 BC
51 BC2602 20250925 ... 73100 71100 BC
52 BC2603 20250925 ... 73000 71210 BC
53 BC2604 20250925 ... 73000 71300 BC
54 BC2605 20250925 ... 72900 71300 BC
55 BC2606 20250925 ... 72900 71400 BC
56 BC2607 20250925 ... 72800 71400 BC
57 BC2608 20250925 ... 73000 71400 BC
58 BC2609 20250925 ... 73000 71550 BC
60 EC2510 20250925 1161 ... 1160.6 1128 EC
61 EC2512 20250925 1740.1 ... 1746.6 1678.9 EC
62 EC2602 20250925 1620 ... 1647.8 1572.8 EC
63 EC2604 20250925 1282.6 ... 1276.4 1257.3 EC
64 EC2606 20250925 1466 ... 1467.5 1436.5 EC
65 EC2608 20250925 1626 ... 1619.8 1591.5 EC
68 SC_TAS2511 20250925 ... SC_TAS
69 SC_TAS2512 20250925 ... SC_TAS
70 SC_TAS2601 20250925 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 16:25:59,833 - future_1d - INFO - ak.get_ine_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 PS2510 20250925 52135.0 ... 51595.0 51390.0 PS
1 PS2511 20250925 51480.0 ... 51360.0 50910.0 PS
2 PS2512 20250925 54010.0 ... 53675.0 53295.0 PS
3 PS2601 20250925 53500.0 ... 53200.0 52905.0 PS
4 PS2602 20250925 53460.0 ... 53205.0 52855.0 PS
5 PS2603 20250925 53235.0 ... 53035.0 52725.0 PS
6 PS2604 20250925 53280.0 ... 53005.0 52925.0 PS
7 PS2605 20250925 53200.0 ... 52930.0 52675.0 PS
8 PS2606 20250925 55500.0 ... 54935.0 54420.0 PS
9 PS2607 20250925 55160.0 ... 54870.0 54480.0 PS
10 PS2608 20250925 55155.0 ... 54605.0 54375.0 PS
11 PS2609 20250925 54815.0 ... 54620.0 54450.0 PS
13 SI2510 20250925 8980.0 ... 9020.0 8925.0 SI
14 SI2511 20250925 9035.0 ... 9030.0 8990.0 SI
15 SI2512 20250925 9405.0 ... 9425.0 9385.0 SI
16 SI2601 20250925 9400.0 ... 9390.0 9355.0 SI
17 SI2602 20250925 9370.0 ... 9390.0 9380.0 SI
18 SI2603 20250925 9395.0 ... 9420.0 9400.0 SI
19 SI2604 20250925 9405.0 ... 9405.0 9410.0 SI
20 SI2605 20250925 9445.0 ... 9420.0 9385.0 SI
21 SI2606 20250925 9435.0 ... 9445.0 9385.0 SI
22 SI2607 20250925 9460.0 ... 9465.0 9415.0 SI
23 SI2608 20250925 9420.0 ... 9425.0 9410.0 SI
24 SI2609 20250925 9405.0 ... 9425.0 9390.0 SI
27 LC2510 20250925 72720.0 ... 73100.0 73280.0 LC
28 LC2511 20250925 72980.0 ... 73580.0 73360.0 LC
29 LC2512 20250925 73060.0 ... 73660.0 73500.0 LC
30 LC2601 20250925 72900.0 ... 73620.0 73360.0 LC
31 LC2602 20250925 72680.0 ... 73360.0 73160.0 LC
32 LC2603 20250925 72800.0 ... 73480.0 73160.0 LC
33 LC2604 20250925 73260.0 ... 73760.0 73580.0 LC
34 LC2605 20250925 73260.0 ... 73740.0 73520.0 LC
35 LC2606 20250925 73040.0 ... 73460.0 73400.0 LC
36 LC2607 20250925 73040.0 ... 73360.0 73200.0 LC
37 LC2608 20250925 73040.0 ... 73480.0 73220.0 LC
38 LC2609 20250925 74000.0 ... 73540.0 73240.0 LC
[36 rows x 12 columns]
2025-09-29 16:26:00,021 - future_1d - INFO - ak.get_gfex_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 IC2510 20250925 7263.000 ... 7311.000 7260.400 IC
1 IC2511 20250925 7209.800 ... 7240.200 7190.400 IC
2 IC2512 20250925 7139.000 ... 7185.400 7135.800 IC
3 IC2603 20250925 6976.000 ... 7007.000 6960.000 IC
4 IF2510 20250925 4548.000 ... 4596.600 4547.200 IF
5 IF2511 20250925 4533.200 ... 4581.600 4528.800 IF
6 IF2512 20250925 4523.400 ... 4572.400 4522.600 IF
7 IF2603 20250925 4493.000 ... 4539.600 4493.600 IF
8 IH2510 20250925 2941.000 ... 2958.000 2939.200 IH
9 IH2511 20250925 2942.000 ... 2956.400 2936.600 IH
10 IH2512 20250925 2941.000 ... 2958.400 2938.200 IH
11 IH2603 20250925 2944.800 ... 2955.800 2939.000 IH
12 IM2510 20250925 7460.600 ... 7456.400 7454.800 IM
13 IM2511 20250925 7383.600 ... 7369.200 7370.800 IM
14 IM2512 20250925 7290.000 ... 7290.800 7288.400 IM
15 IM2603 20250925 7080.000 ... 7076.400 7074.000 IM
16 T2512 20250925 107.600 ... 107.540 107.620 T
17 T2603 20250925 107.235 ... 107.175 107.275 T
18 T2606 20250925 107.205 ... 107.115 107.195 T
19 TF2512 20250925 105.510 ... 105.475 105.540 TF
20 TF2603 20250925 105.380 ... 105.335 105.415 TF
21 TF2606 20250925 105.345 ... 105.335 105.360 TF
22 TL2512 20250925 113.840 ... 113.960 113.990 TL
23 TL2603 20250925 113.490 ... 113.620 113.630 TL
24 TL2606 20250925 113.400 ... 113.540 113.620 TL
25 TS2512 20250925 102.306 ... 102.300 102.324 TS
26 TS2603 20250925 102.226 ... 102.220 102.248 TS
27 TS2606 20250925 102.250 ... 102.226 102.262 TS
[28 rows x 12 columns]
2025-09-29 16:26:00,395 - future_1d - INFO - ak.get_cffex_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 a2511 20250925 3916.0 ... 3930.00 3890.00 A
1 a2601 20250925 3898.0 ... 3912.00 3879.00 A
2 a2603 20250925 3900.0 ... 3912.00 3886.00 A
3 a2605 20250925 3929.0 ... 3944.00 3929.00 A
4 a2607 20250925 3931.0 ... 3943.00 3931.00 A
5 a2609 20250925 3941.0 ... 3951.00 3942.00 A
6 b2510 20250925 3591.0 ... 3628.00 3575.00 B
7 b2511 20250925 3618.0 ... 3636.00 3582.00 B
8 b2512 20250925 3632.0 ... 3652.00 3611.00 B
9 b2601 20250925 3645.0 ... 3651.00 3605.00 B
10 b2602 20250925 3640.0 ... 3654.00 3608.00 B
11 b2603 20250925 3605.0 ... 3618.00 3580.00 B
12 b2604 20250925 3519.0 ... 3521.00 3495.00 B
13 b2605 20250925 3437.0 ... 3450.00 3425.00 B
14 b2606 20250925 3419.0 ... 3426.00 3405.00 B
15 b2607 20250925 3452.0 ... 3429.00 3413.00 B
16 b2608 20250925 3517.0 ... 3525.00 3508.00 B
17 b2609 20250925 3539.0 ... 3538.00 3516.00 B
18 bb2511 20250925 141.9 ... 142.00 142.00 BB
19 bb2601 20250925 147.0 ... 146.95 146.80 BB
20 bb2603 20250925 0.0 ... 147.00 147.00 BB
21 bb2605 20250925 0.0 ... 141.70 141.60 BB
22 bb2607 20250925 0.0 ... 146.45 146.35 BB
23 bb2609 20250925 0.0 ... 146.45 146.35 BB
24 bz2603 20250925 5916.0 ... 5930.00 5910.00 BZ
25 bz2604 20250925 5908.0 ... 5914.00 5902.00 BZ
26 bz2605 20250925 5929.0 ... 5939.00 5916.00 BZ
27 bz2606 20250925 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250925 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250925 0.0 ... 5884.00 5884.00 BZ
30 c2511 20250925 2167.0 ... 2166.00 2158.00 C
31 c2601 20250925 2137.0 ... 2136.00 2134.00 C
32 c2603 20250925 2147.0 ... 2144.00 2146.00 C
33 c2605 20250925 2204.0 ... 2199.00 2201.00 C
34 c2607 20250925 2216.0 ... 2211.00 2214.00 C
35 c2609 20250925 2231.0 ... 2227.00 2231.00 C
36 cs2511 20250925 2474.0 ... 2476.00 2458.00 CS
37 cs2601 20250925 2469.0 ... 2466.00 2459.00 CS
38 cs2603 20250925 2465.0 ... 2466.00 2461.00 CS
39 cs2605 20250925 2545.0 ... 2546.00 2540.00 CS
40 cs2607 20250925 2558.0 ... 2551.00 2549.00 CS
41 cs2609 20250925 2593.0 ... 2590.00 2588.00 CS
42 eb2509 20250925 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250925 6915.0 ... 6919.00 6884.00 EB
44 eb2511 20250925 6938.0 ... 6958.00 6923.00 EB
45 eb2512 20250925 6970.0 ... 6974.00 6940.00 EB
46 eb2601 20250925 6994.0 ... 7000.00 6978.00 EB
47 eb2602 20250925 7028.0 ... 7030.00 7013.00 EB
48 eb2603 20250925 7064.0 ... 7069.00 7051.00 EB
49 eb2604 20250925 7090.0 ... 7098.00 7085.00 EB
50 eb2605 20250925 7118.0 ... 7111.00 7107.00 EB
51 eb2606 20250925 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250925 7134.0 ... 7134.00 7071.00 EB
53 eb2608 20250925 0.0 ... 7177.00 7178.00 EB
54 eg2509 20250925 0.0 ... 4175.00 4139.00 EG
55 eg2510 20250925 4293.0 ... 4300.00 4259.00 EG
56 eg2511 20250925 4112.0 ... 4230.00 4219.00 EG
57 eg2512 20250925 4231.0 ... 4236.00 4228.00 EG
58 eg2601 20250925 4255.0 ... 4249.00 4227.00 EG
59 eg2602 20250925 4258.0 ... 4260.00 4240.00 EG
60 eg2603 20250925 4269.0 ... 4270.00 4247.00 EG
61 eg2604 20250925 0.0 ... 4285.00 4279.00 EG
62 eg2605 20250925 4315.0 ... 4309.00 4286.00 EG
63 eg2606 20250925 0.0 ... 4300.00 4290.00 EG
64 eg2607 20250925 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250925 0.0 ... 4346.00 4346.00 EG
66 fb2510 20250925 1261.0 ... 1262.50 1259.50 FB
67 fb2511 20250925 1254.0 ... 1254.50 1254.50 FB
68 fb2512 20250925 1253.5 ... 1253.50 1254.00 FB
69 fb2601 20250925 1254.5 ... 1255.00 1254.50 FB
70 fb2602 20250925 1256.0 ... 1255.00 1255.50 FB
71 fb2603 20250925 1245.0 ... 1245.50 1246.00 FB
72 fb2604 20250925 0.0 ... 1252.00 1252.00 FB
73 fb2605 20250925 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250925 0.0 ... 1292.00 1292.00 FB
75 fb2607 20250925 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250925 0.0 ... 1308.00 1308.00 FB
77 fb2609 20250925 0.0 ... 1296.00 1296.00 FB
78 i2510 20250925 822.0 ... 821.00 820.00 I
79 i2511 20250925 816.0 ... 816.00 816.00 I
80 i2512 20250925 811.5 ... 811.00 811.00 I
81 i2601 20250925 805.5 ... 804.00 803.50 I
82 i2602 20250925 799.5 ... 799.50 799.00 I
83 i2603 20250925 795.0 ... 794.50 793.00 I
84 i2604 20250925 789.5 ... 791.00 789.50 I
85 i2605 20250925 784.0 ... 784.50 781.50 I
86 i2606 20250925 777.5 ... 779.50 777.00 I
87 i2607 20250925 772.5 ... 774.50 771.50 I
88 i2608 20250925 768.0 ... 769.50 767.00 I
89 i2609 20250925 762.0 ... 764.00 762.00 I
90 j2510 20250925 1630.0 ... 1645.00 1628.00 J
91 j2511 20250925 1657.5 ... 1667.00 1655.00 J
92 j2512 20250925 1705.0 ... 1715.50 1690.50 J
93 j2601 20250925 1730.0 ... 1741.00 1725.50 J
94 j2602 20250925 0.0 ... 1757.50 1747.50 J
95 j2603 20250925 0.0 ... 1783.00 1783.00 J
96 j2604 20250925 0.0 ... 1841.50 1841.50 J
97 j2605 20250925 1863.0 ... 1885.50 1869.50 J
98 j2606 20250925 1888.5 ... 1901.00 1869.50 J
99 j2607 20250925 1900.0 ... 1910.50 1898.50 J
100 j2608 20250925 0.0 ... 1919.50 1919.50 J
101 j2609 20250925 1938.0 ... 1956.50 1943.00 J
102 jd2509 20250925 0.0 ... 3220.00 3250.00 JD
103 jd2510 20250925 2936.0 ... 2977.00 2958.00 JD
104 jd2511 20250925 3055.0 ... 3073.00 3057.00 JD
105 jd2512 20250925 3182.0 ... 3203.00 3182.00 JD
106 jd2601 20250925 3355.0 ... 3365.00 3354.00 JD
107 jd2602 20250925 3122.0 ... 3117.00 3122.00 JD
108 jd2603 20250925 3150.0 ... 3145.00 3144.00 JD
109 jd2604 20250925 3274.0 ... 3265.00 3268.00 JD
110 jd2605 20250925 3394.0 ... 3392.00 3391.00 JD
111 jd2606 20250925 3234.0 ... 3234.00 3228.00 JD
112 jd2607 20250925 3474.0 ... 3478.00 3472.00 JD
113 jd2608 20250925 3921.0 ... 3920.00 3918.00 JD
114 jm2510 20250925 1032.5 ... 1026.00 1025.50 JM
115 jm2511 20250925 1075.0 ... 1080.50 1078.50 JM
116 jm2512 20250925 1155.0 ... 1152.50 1149.50 JM
117 jm2601 20250925 1229.5 ... 1229.00 1222.50 JM
118 jm2602 20250925 1247.5 ... 1250.50 1247.50 JM
119 jm2603 20250925 1269.0 ... 1272.00 1268.00 JM
120 jm2604 20250925 1287.0 ... 1294.50 1289.00 JM
121 jm2605 20250925 1312.0 ... 1318.00 1316.00 JM
122 jm2606 20250925 1331.0 ... 1334.00 1332.00 JM
123 jm2607 20250925 1344.0 ... 1346.50 1346.00 JM
124 jm2608 20250925 1365.5 ... 1362.00 1364.50 JM
125 jm2609 20250925 1382.0 ... 1389.00 1386.00 JM
126 l2510 20250925 7113.0 ... 7096.00 7075.00 L
127 l2511 20250925 7146.0 ... 7123.00 7109.00 L
128 l2512 20250925 7155.0 ... 7151.00 7131.00 L
129 l2601 20250925 7169.0 ... 7168.00 7138.00 L
130 l2602 20250925 7156.0 ... 7163.00 7144.00 L
131 l2603 20250925 7172.0 ... 7176.00 7146.00 L
132 l2604 20250925 7209.0 ... 7212.00 7193.00 L
133 l2605 20250925 7185.0 ... 7203.00 7179.00 L
134 l2606 20250925 7201.0 ... 7201.00 7187.00 L
135 l2607 20250925 7220.0 ... 7220.00 7208.00 L
136 l2608 20250925 0.0 ... 7230.00 7230.00 L
137 l2609 20250925 7218.0 ... 7230.00 7228.00 L
138 lg2509 20250925 0.0 ... 772.00 766.00 LG
139 lg2511 20250925 804.0 ... 804.50 804.50 LG
140 lg2601 20250925 819.0 ... 819.50 820.00 LG
141 lg2603 20250925 824.5 ... 825.00 826.00 LG
142 lg2605 20250925 825.0 ... 827.50 827.50 LG
143 lg2607 20250925 827.0 ... 827.50 828.00 LG
144 lh2509 20250925 0.0 ... 13065.00 12600.00 LH
145 lh2511 20250925 12730.0 ... 12700.00 12700.00 LH
146 lh2601 20250925 13360.0 ... 13325.00 13295.00 LH
147 lh2603 20250925 12750.0 ... 12745.00 12700.00 LH
148 lh2605 20250925 13160.0 ... 13145.00 13140.00 LH
149 lh2607 20250925 13870.0 ... 13805.00 13810.00 LH
150 m2511 20250925 2929.0 ... 2934.00 2895.00 M
151 m2512 20250925 2970.0 ... 2973.00 2937.00 M
152 m2601 20250925 2958.0 ... 2961.00 2922.00 M
153 m2603 20250925 2923.0 ... 2929.00 2897.00 M
154 m2605 20250925 2760.0 ... 2759.00 2743.00 M
155 m2607 20250925 2757.0 ... 2749.00 2737.00 M
156 m2608 20250925 2853.0 ... 2864.00 2848.00 M
157 m2609 20250925 2858.0 ... 2870.00 2851.00 M
158 p2510 20250925 8994.0 ... 9072.00 8904.00 P
159 p2511 20250925 9134.0 ... 9162.00 9044.00 P
160 p2512 20250925 9108.0 ... 9186.00 9052.00 P
161 p2601 20250925 9188.0 ... 9214.00 9078.00 P
162 p2602 20250925 9154.0 ... 9184.00 9062.00 P
163 p2603 20250925 9104.0 ... 9142.00 9018.00 P
164 p2604 20250925 9118.0 ... 9092.00 8982.00 P
165 p2605 20250925 8994.0 ... 9030.00 8902.00 P
166 p2606 20250925 8944.0 ... 8928.00 8798.00 P
167 p2607 20250925 8850.0 ... 8834.00 8718.00 P
168 p2608 20250925 8754.0 ... 8750.00 8618.00 P
169 p2609 20250925 8622.0 ... 8646.00 8546.00 P
170 pg2509 20250925 0.0 ... 3793.00 3810.00 PG
171 pg2510 20250925 4337.0 ... 4352.00 4332.00 PG
172 pg2511 20250925 4254.0 ... 4258.00 4254.00 PG
173 pg2512 20250925 4194.0 ... 4196.00 4193.00 PG
174 pg2601 20250925 4135.0 ... 4137.00 4132.00 PG
175 pg2602 20250925 4067.0 ... 4072.00 4065.00 PG
176 pg2603 20250925 3986.0 ... 3992.00 3989.00 PG
177 pg2604 20250925 4347.0 ... 4357.00 4363.00 PG
178 pg2605 20250925 4263.0 ... 4270.00 4265.00 PG
179 pg2606 20250925 4220.0 ... 4220.00 4220.00 PG
180 pg2607 20250925 4141.0 ... 4154.00 4153.00 PG
181 pg2608 20250925 4102.0 ... 4116.00 4096.00 PG
182 pp2510 20250925 6776.0 ... 6784.00 6763.00 PP
183 pp2511 20250925 6838.0 ... 6827.00 6806.00 PP
184 pp2512 20250925 6848.0 ... 6861.00 6843.00 PP
185 pp2601 20250925 6890.0 ... 6893.00 6870.00 PP
186 pp2602 20250925 6872.0 ... 6877.00 6858.00 PP
187 pp2603 20250925 6878.0 ... 6880.00 6859.00 PP
188 pp2604 20250925 6914.0 ... 6918.00 6904.00 PP
189 pp2605 20250925 6923.0 ... 6935.00 6916.00 PP
190 pp2606 20250925 6908.0 ... 6908.00 6895.00 PP
191 pp2607 20250925 6885.0 ... 6883.00 6871.00 PP
192 pp2608 20250925 6881.0 ... 6884.00 6881.00 PP
193 pp2609 20250925 6902.0 ... 6911.00 6903.00 PP
194 rr2510 20250925 3617.0 ... 3618.00 3622.00 RR
195 rr2511 20250925 3615.0 ... 3612.00 3614.00 RR
196 rr2512 20250925 3615.0 ... 3614.00 3615.00 RR
197 rr2601 20250925 3622.0 ... 3622.00 3621.00 RR
198 rr2602 20250925 3605.0 ... 3605.00 3602.00 RR
199 rr2603 20250925 0.0 ... 3612.00 3612.00 RR
200 rr2604 20250925 3616.0 ... 3616.00 3616.00 RR
201 rr2605 20250925 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250925 0.0 ... 3600.00 3600.00 RR
203 rr2607 20250925 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250925 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250925 0.0 ... 3614.00 3614.00 RR
206 v2510 20250925 4805.0 ... 4808.00 4787.00 V
207 v2511 20250925 4836.0 ... 4838.00 4823.00 V
208 v2512 20250925 4873.0 ... 4877.00 4871.00 V
209 v2601 20250925 4920.0 ... 4925.00 4906.00 V
210 v2602 20250925 4945.0 ... 4964.00 4960.00 V
211 v2603 20250925 4982.0 ... 4996.00 4994.00 V
212 v2604 20250925 5194.0 ... 5191.00 5162.00 V
213 v2605 20250925 5230.0 ... 5226.00 5208.00 V
214 v2606 20250925 5261.0 ... 5262.00 5232.00 V
215 v2607 20250925 5281.0 ... 5294.00 5262.00 V
216 v2608 20250925 5312.0 ... 5331.00 5293.00 V
217 v2609 20250925 5344.0 ... 5355.00 5328.00 V
218 y2511 20250925 8144.0 ... 8188.00 8100.00 Y
219 y2512 20250925 8200.0 ... 8238.00 8154.00 Y
220 y2601 20250925 8166.0 ... 8180.00 8096.00 Y
221 y2603 20250925 8076.0 ... 8112.00 8050.00 Y
222 y2605 20250925 7894.0 ... 7924.00 7852.00 Y
223 y2607 20250925 7848.0 ... 7878.00 7816.00 Y
224 y2608 20250925 7852.0 ... 7880.00 7816.00 Y
225 y2609 20250925 7804.0 ... 7852.00 7782.00 Y
[226 rows x 12 columns]
2025-09-29 16:26:00,928 - future_1d - INFO - ak.get_dce_daily('2025-09-25') done
2025-09-29 16:26:02,703 - future_1d - INFO - save future_daily 2025-09-25 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250926 8650.0 8705.0 ... 32830.24 8628.0 8585.0 AP
1 AP511 20250926 8482.0 8551.0 ... 64283.35 8440.0 8440.0 AP
2 AP512 20250926 8408.0 8453.0 ... 4236.59 8373.0 8367.0 AP
3 AP601 20250926 8445.0 8486.0 ... 920217.60 8384.0 8385.0 AP
4 AP603 20250926 8284.0 8335.0 ... 1245.90 8251.0 8244.0 AP
5 AP604 20250926 8293.0 8304.0 ... 322.09 8259.0 8231.0 AP
6 AP605 20250926 8322.0 8342.0 ... 10576.05 8269.0 8264.0 AP
7 CF511 20250926 13550.0 13560.0 ... 244914.87 13500.0 13560.0 CF
8 CF601 20250926 13520.0 13530.0 ... 1320704.33 13460.0 13515.0 CF
9 CF603 20250926 13495.0 13500.0 ... 2295.40 13425.0 13485.0 CF
10 CF605 20250926 13520.0 13530.0 ... 136252.22 13460.0 13510.0 CF
11 CF607 20250926 13530.0 13530.0 ... 1684.50 13475.0 13535.0 CF
12 CF609 20250926 13660.0 13675.0 ... 886.12 13635.0 13695.0 CF
13 CJ512 20250926 10950.0 11240.0 ... 6835.98 11115.0 10905.0 CJ
14 CJ601 20250926 10965.0 11295.0 ... 1387747.55 11175.0 10960.0 CJ
15 CJ603 20250926 10940.0 11265.0 ... 13373.90 11155.0 10925.0 CJ
16 CJ605 20250926 10980.0 11345.0 ... 209953.85 11205.0 10990.0 CJ
17 CJ607 20250926 11085.0 11430.0 ... 3567.35 11325.0 11075.0 CJ
18 CJ609 20250926 11205.0 11500.0 ... 1895.03 11415.0 11210.0 CJ
19 CY510 20250926 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250926 19800.0 19800.0 ... 117911.29 19745.0 19780.0 CY
21 CY512 20250926 0.0 0.0 ... 0.00 19515.0 19515.0 CY
22 CY601 20250926 19710.0 19710.0 ... 4813.33 19645.0 19690.0 CY
23 CY602 20250926 0.0 0.0 ... 0.00 19600.0 19745.0 CY
24 CY603 20250926 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250926 0.0 0.0 ... 0.00 19545.0 19730.0 CY
26 CY605 20250926 0.0 0.0 ... 0.00 19695.0 19735.0 CY
27 CY606 20250926 0.0 0.0 ... 0.00 19555.0 19735.0 CY
28 CY607 20250926 0.0 0.0 ... 0.00 19965.0 20005.0 CY
29 CY608 20250926 19735.0 19735.0 ... 9.87 19735.0 19930.0 CY
30 CY609 20250926 0.0 0.0 ... 0.00 19965.0 20035.0 CY
31 FG510 20250926 1148.0 1149.0 ... 6227.20 1135.0 1135.0 FG
32 FG511 20250926 1152.0 1154.0 ... 248392.91 1140.0 1145.0 FG
33 FG512 20250926 1267.0 1272.0 ... 82814.46 1259.0 1265.0 FG
34 FG601 20250926 1269.0 1269.0 ... 5956727.16 1257.0 1260.0 FG
35 FG602 20250926 1319.0 1320.0 ... 66962.99 1310.0 1308.0 FG
36 FG603 20250926 1318.0 1321.0 ... 4278.31 1314.0 1314.0 FG
37 FG604 20250926 1380.0 1388.0 ... 3062.79 1381.0 1380.0 FG
38 FG605 20250926 1381.0 1386.0 ... 198434.70 1376.0 1373.0 FG
39 FG606 20250926 1410.0 1413.0 ... 2506.00 1403.0 1402.0 FG
40 FG607 20250926 1403.0 1409.0 ... 2477.59 1398.0 1398.0 FG
41 FG608 20250926 1443.0 1445.0 ... 1872.73 1438.0 1435.0 FG
42 FG609 20250926 1450.0 1455.0 ... 7399.11 1440.0 1440.0 FG
43 JR511 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250926 2263.0 2272.0 ... 8466.11 2258.0 2263.0 MA
52 MA511 20250926 2303.0 2315.0 ... 170232.83 2297.0 2298.0 MA
53 MA512 20250926 2334.0 2350.0 ... 115920.38 2330.0 2333.0 MA
54 MA601 20250926 2355.0 2372.0 ... 1308287.12 2352.0 2357.0 MA
55 MA602 20250926 2383.0 2399.0 ... 55043.79 2373.0 2380.0 MA
56 MA603 20250926 2395.0 2412.0 ... 6294.81 2394.0 2397.0 MA
57 MA604 20250926 0.0 0.0 ... 0.00 2394.0 2394.0 MA
58 MA605 20250926 2384.0 2403.0 ... 60556.23 2385.0 2383.0 MA
59 MA606 20250926 0.0 0.0 ... 0.00 2392.0 2392.0 MA
60 MA607 20250926 2358.0 2380.0 ... 42.62 2368.0 2369.0 MA
61 MA608 20250926 2364.0 2382.0 ... 4.75 2373.0 2370.0 MA
62 MA609 20250926 2343.0 2363.0 ... 803.91 2344.0 2345.0 MA
63 OI511 20250926 10334.0 10369.0 ... 576141.43 10320.0 10195.0 OI
64 OI601 20250926 10143.0 10196.0 ... 3072674.19 10146.0 10033.0 OI
65 OI603 20250926 9912.0 9952.0 ... 16712.23 9912.0 9792.0 OI
66 OI605 20250926 9654.0 9681.0 ... 194734.19 9632.0 9551.0 OI
67 OI607 20250926 9620.0 9620.0 ... 1005.92 9580.0 9549.0 OI
68 OI609 20250926 9569.0 9569.0 ... 1087.28 9538.0 9524.0 OI
69 PF510 20250926 6374.0 6374.0 ... 2019.09 6350.0 6358.0 PF
70 PF511 20250926 6364.0 6366.0 ... 644390.00 6344.0 6328.0 PF
71 PF512 20250926 6326.0 6328.0 ... 391647.53 6310.0 6288.0 PF
72 PF601 20250926 6374.0 6374.0 ... 27749.27 6356.0 6346.0 PF
73 PF602 20250926 6370.0 6378.0 ... 107234.64 6354.0 6334.0 PF
74 PF603 20250926 6368.0 6382.0 ... 133.77 6370.0 6350.0 PF
75 PF604 20250926 6418.0 6426.0 ... 22.45 6414.0 6408.0 PF
76 PF605 20250926 6440.0 6450.0 ... 22.54 6440.0 6434.0 PF
77 PF606 20250926 6416.0 6448.0 ... 16.09 6436.0 6414.0 PF
78 PF607 20250926 6440.0 6462.0 ... 9.68 6454.0 6484.0 PF
79 PF608 20250926 0.0 0.0 ... 0.00 6472.0 6496.0 PF
80 PF609 20250926 6504.0 6504.0 ... 3.25 6504.0 6508.0 PF
81 PK510 20250926 7788.0 7808.0 ... 9985.63 7784.0 7770.0 PK
82 PK511 20250926 7784.0 7810.0 ... 258564.65 7784.0 7766.0 PK
83 PK512 20250926 7758.0 7788.0 ... 81961.25 7770.0 7762.0 PK
84 PK601 20250926 7776.0 7786.0 ... 51830.08 7768.0 7776.0 PK
85 PK603 20250926 7798.0 7810.0 ... 62.43 7804.0 7812.0 PK
86 PK604 20250926 7816.0 7836.0 ... 66.47 7820.0 7836.0 PK
87 PK605 20250926 7834.0 7836.0 ... 3842.69 7826.0 7834.0 PK
88 PL601 20250926 6366.0 6401.0 ... 32275.72 6376.0 6372.0 PL
89 PL602 20250926 6385.0 6416.0 ... 563.10 6399.0 6402.0 PL
90 PL603 20250926 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250926 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250926 0.0 0.0 ... 0.00 6350.0 6350.0 PL
93 PL606 20250926 0.0 0.0 ... 0.00 6428.0 6419.0 PL
94 PL607 20250926 6326.0 6472.0 ... 25.60 6399.0 6410.0 PL
95 PL608 20250926 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250926 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250926 5858.0 5858.0 ... 70.17 5848.0 5856.0 PR
104 PR511 20250926 5844.0 5844.0 ... 495894.24 5818.0 5816.0 PR
105 PR512 20250926 5834.0 5844.0 ... 487434.61 5818.0 5814.0 PR
106 PR601 20250926 5828.0 5836.0 ... 163974.75 5808.0 5812.0 PR
107 PR602 20250926 5850.0 5856.0 ... 1612.96 5844.0 5848.0 PR
108 PR603 20250926 5850.0 5850.0 ... 96.21 5832.0 5840.0 PR
109 PR604 20250926 5850.0 5860.0 ... 26.34 5854.0 5868.0 PR
110 PR605 20250926 5858.0 5870.0 ... 17.59 5864.0 5882.0 PR
111 PR606 20250926 0.0 0.0 ... 0.00 5902.0 5918.0 PR
112 PR607 20250926 0.0 0.0 ... 0.00 5902.0 5902.0 PR
113 PR608 20250926 0.0 0.0 ... 0.00 5914.0 5940.0 PR
114 PR609 20250926 0.0 0.0 ... 0.00 5918.0 5924.0 PR
115 PX510 20250926 6672.0 6686.0 ... 2010.23 6668.0 6470.0 PX
116 PX511 20250926 6672.0 6704.0 ... 765735.73 6664.0 6640.0 PX
117 PX512 20250926 6658.0 6684.0 ... 234986.91 6648.0 6638.0 PX
118 PX601 20250926 6662.0 6676.0 ... 146711.28 6646.0 6636.0 PX
119 PX602 20250926 6678.0 6688.0 ... 9167.51 6660.0 6654.0 PX
120 PX603 20250926 6654.0 6654.0 ... 125.97 6630.0 6630.0 PX
121 PX604 20250926 6658.0 6658.0 ... 3.33 6658.0 6690.0 PX
122 PX605 20250926 6680.0 6714.0 ... 1079.85 6686.0 6672.0 PX
123 PX606 20250926 6684.0 6684.0 ... 6.68 6682.0 6692.0 PX
124 PX607 20250926 6670.0 6670.0 ... 6.67 6670.0 6700.0 PX
125 PX608 20250926 6686.0 6686.0 ... 3.34 6686.0 6674.0 PX
126 PX609 20250926 6686.0 6690.0 ... 10.03 6690.0 6678.0 PX
127 RI511 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250926 2479.0 2490.0 ... 6809.30 2474.0 2479.0 RM
134 RM601 20250926 2440.0 2452.0 ... 735276.09 2429.0 2424.0 RM
135 RM603 20250926 2356.0 2363.0 ... 8334.76 2346.0 2343.0 RM
136 RM605 20250926 2343.0 2345.0 ... 125577.81 2334.0 2328.0 RM
137 RM607 20250926 2331.0 2333.0 ... 4549.33 2322.0 2319.0 RM
138 RM608 20250926 2428.0 2429.0 ... 266.48 2423.0 2420.0 RM
139 RM609 20250926 2422.0 2424.0 ... 1778.82 2414.0 2412.0 RM
140 RS511 20250926 5296.0 5458.0 ... 359.68 5368.0 5311.0 RS
141 RS607 20250926 5579.0 5668.0 ... 150.41 5571.0 5562.0 RS
142 RS608 20250926 5531.0 5584.0 ... 211.20 5558.0 5552.0 RS
143 RS609 20250926 5575.0 5583.0 ... 189.00 5559.0 5556.0 RS
144 SA510 20250926 1228.0 1228.0 ... 4908.89 1212.0 1222.0 SA
145 SA511 20250926 1237.0 1237.0 ... 253828.17 1224.0 1232.0 SA
146 SA512 20250926 1300.0 1303.0 ... 200074.68 1287.0 1298.0 SA
147 SA601 20250926 1313.0 1316.0 ... 2932973.47 1301.0 1311.0 SA
148 SA602 20250926 1340.0 1345.0 ... 45541.78 1331.0 1340.0 SA
149 SA603 20250926 1347.0 1348.0 ... 2667.65 1339.0 1347.0 SA
150 SA604 20250926 1392.0 1392.0 ... 1003.41 1386.0 1393.0 SA
151 SA605 20250926 1403.0 1405.0 ... 117671.80 1392.0 1400.0 SA
152 SA606 20250926 1411.0 1415.0 ... 1107.30 1405.0 1413.0 SA
153 SA607 20250926 1418.0 1418.0 ... 1165.75 1408.0 1418.0 SA
154 SA608 20250926 1450.0 1450.0 ... 789.08 1440.0 1449.0 SA
155 SA609 20250926 1459.0 1459.0 ... 5716.70 1446.0 1455.0 SA
156 SF510 20250926 5566.0 5566.0 ... 1715.21 5480.0 5544.0 SF
157 SF511 20250926 5750.0 5750.0 ... 754550.26 5680.0 5724.0 SF
158 SF512 20250926 5720.0 5720.0 ... 199971.93 5658.0 5698.0 SF
159 SF601 20250926 5702.0 5702.0 ... 260170.71 5644.0 5692.0 SF
160 SF602 20250926 5670.0 5670.0 ... 34637.33 5602.0 5648.0 SF
161 SF603 20250926 5788.0 5804.0 ... 389.24 5768.0 5836.0 SF
162 SF604 20250926 5754.0 5754.0 ... 2.88 5754.0 5814.0 SF
163 SF605 20250926 5784.0 5806.0 ... 3292.91 5768.0 5790.0 SF
164 SF606 20250926 5750.0 5760.0 ... 17.22 5738.0 5782.0 SF
165 SF607 20250926 5880.0 5880.0 ... 23.49 5872.0 5910.0 SF
166 SF608 20250926 5884.0 5884.0 ... 2.94 5884.0 5914.0 SF
167 SF609 20250926 5842.0 5858.0 ... 26.30 5844.0 5882.0 SF
168 SH510 20250926 2459.0 2466.0 ... 6024.55 2455.0 2467.0 SH
169 SH511 20250926 2484.0 2500.0 ... 566706.45 2482.0 2488.0 SH
170 SH512 20250926 2536.0 2544.0 ... 350259.68 2530.0 2540.0 SH
171 SH601 20250926 2537.0 2542.0 ... 2097625.08 2530.0 2542.0 SH
172 SH602 20250926 2563.0 2568.0 ... 38984.50 2559.0 2565.0 SH
173 SH603 20250926 2582.0 2584.0 ... 1096.92 2575.0 2582.0 SH
174 SH604 20250926 2619.0 2625.0 ... 109.91 2617.0 2623.0 SH
175 SH605 20250926 2628.0 2634.0 ... 11880.48 2623.0 2633.0 SH
176 SH606 20250926 2639.0 2642.0 ... 71.22 2638.0 2648.0 SH
177 SH607 20250926 2632.0 2632.0 ... 23.66 2629.0 2639.0 SH
178 SH608 20250926 2647.0 2651.0 ... 158.72 2645.0 2648.0 SH
179 SH609 20250926 2662.0 2668.0 ... 95.74 2659.0 2668.0 SH
180 SM510 20250926 5776.0 5776.0 ... 4774.04 5752.0 5732.0 SM
181 SM511 20250926 5876.0 5896.0 ... 455165.98 5846.0 5892.0 SM
182 SM512 20250926 5888.0 5900.0 ... 95268.14 5852.0 5910.0 SM
183 SM601 20250926 5900.0 5912.0 ... 717236.94 5866.0 5904.0 SM
184 SM602 20250926 5906.0 5918.0 ... 327457.78 5872.0 5902.0 SM
185 SM603 20250926 5932.0 5932.0 ... 1396.06 5904.0 5932.0 SM
186 SM604 20250926 5912.0 5912.0 ... 53.19 5910.0 5934.0 SM
187 SM605 20250926 5946.0 5946.0 ... 19752.29 5900.0 5944.0 SM
188 SM606 20250926 5894.0 5906.0 ... 26.53 5896.0 5928.0 SM
189 SM607 20250926 5920.0 5930.0 ... 38.46 5918.0 5938.0 SM
190 SM608 20250926 5918.0 5936.0 ... 35.61 5936.0 5988.0 SM
191 SM609 20250926 5972.0 5976.0 ... 795.93 5940.0 5984.0 SM
192 SR511 20250926 5519.0 5537.0 ... 144411.22 5520.0 5533.0 SR
193 SR601 20250926 5486.0 5510.0 ... 841801.30 5491.0 5497.0 SR
194 SR603 20250926 5469.0 5487.0 ... 2791.06 5473.0 5481.0 SR
195 SR605 20250926 5458.0 5470.0 ... 76268.52 5452.0 5463.0 SR
196 SR607 20250926 5462.0 5466.0 ... 5816.53 5451.0 5468.0 SR
197 SR609 20250926 5469.0 5470.0 ... 14061.67 5457.0 5478.0 SR
198 TA510 20250926 4644.0 4644.0 ... 25825.57 4626.0 4630.0 TA
199 TA511 20250926 4654.0 4656.0 ... 285773.62 4640.0 4638.0 TA
200 TA512 20250926 4660.0 4670.0 ... 115051.07 4650.0 4652.0 TA
201 TA601 20250926 4676.0 4682.0 ... 1475535.99 4664.0 4658.0 TA
202 TA602 20250926 4684.0 4692.0 ... 22745.35 4674.0 4672.0 TA
203 TA603 20250926 4688.0 4696.0 ... 12860.24 4690.0 4630.0 TA
204 TA604 20250926 4698.0 4712.0 ... 2050.62 4698.0 4686.0 TA
205 TA605 20250926 4710.0 4728.0 ... 79999.52 4706.0 4696.0 TA
206 TA606 20250926 4714.0 4714.0 ... 35.29 4706.0 4700.0 TA
207 TA607 20250926 0.0 0.0 ... 0.00 4718.0 4718.0 TA
208 TA608 20250926 0.0 0.0 ... 0.00 4736.0 4744.0 TA
209 TA609 20250926 4762.0 4764.0 ... 173.07 4742.0 4746.0 TA
210 UR510 20250926 1560.0 1560.0 ... 2791.87 1549.0 1567.0 UR
211 UR511 20250926 1650.0 1659.0 ... 61070.09 1649.0 1651.0 UR
212 UR512 20250926 1658.0 1671.0 ... 17063.25 1661.0 1664.0 UR
213 UR601 20250926 1676.0 1683.0 ... 383259.56 1673.0 1675.0 UR
214 UR602 20250926 1684.0 1689.0 ... 551.16 1680.0 1682.0 UR
215 UR603 20250926 1724.0 1732.0 ... 779.52 1725.0 1726.0 UR
216 UR604 20250926 1725.0 1727.0 ... 58.63 1725.0 1726.0 UR
217 UR605 20250926 1721.0 1733.0 ... 17090.61 1725.0 1727.0 UR
218 UR606 20250926 1726.0 1730.0 ... 96.57 1724.0 1728.0 UR
219 UR607 20250926 1750.0 1760.0 ... 49.21 1758.0 1757.0 UR
220 UR608 20250926 1743.0 1746.0 ... 10.47 1745.0 1750.0 UR
221 UR609 20250926 1742.0 1750.0 ... 324.25 1743.0 1747.0 UR
222 WH511 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 16:26:11,727 - future_1d - INFO - ak.get_czce_daily('2025-09-26') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250926 ... 82500 82080 CU
1 1 CU2511 20250926 ... 82540 82160 CU
2 2 CU2512 20250926 ... 82540 82110 CU
3 3 CU2601 20250926 ... 82530 82090 CU
4 4 CU2602 20250926 ... 82490 81970 CU
5 5 CU2603 20250926 ... 82420 82050 CU
6 6 CU2604 20250926 ... 82450 81900 CU
7 7 CU2605 20250926 ... 82500 82230 CU
8 8 CU2606 20250926 ... 82380 81760 CU
9 9 CU2607 20250926 ... 82200 81710 CU
10 10 CU2608 20250926 ... 82220 81680 CU
11 11 CU2609 20250926 ... 82110 81920 CU
12 12 BC2510 20250926 ... 73250 72920 BC
13 13 BC2511 20250926 ... 73420 73030 BC
14 14 BC2512 20250926 ... 73550 73180 BC
15 15 BC2601 20250926 ... 73160 73160 BC
16 16 BC2602 20250926 ... 73820 73100 BC
17 17 BC2603 20250926 ... 73000 73000 BC
18 18 BC2604 20250926 ... 73000 73000 BC
19 19 BC2605 20250926 ... 72900 72900 BC
20 20 BC2606 20250926 ... 72960 72900 BC
21 21 BC2607 20250926 ... 72840 72800 BC
22 22 BC2608 20250926 ... 73000 73000 BC
23 23 BC2609 20250926 ... 73000 73000 BC
24 24 AL2510 20250926 ... 20765 20765 AL
25 25 AL2511 20250926 ... 20775 20780 AL
26 26 AL2512 20250926 ... 20780 20780 AL
27 27 AL2601 20250926 ... 20780 20780 AL
28 28 AL2602 20250926 ... 20785 20785 AL
29 29 AL2603 20250926 ... 20810 20815 AL
30 30 AL2604 20250926 ... 20840 20830 AL
31 31 AL2605 20250926 ... 20845 20845 AL
32 32 AL2606 20250926 ... 20840 20850 AL
33 33 AL2607 20250926 ... 20860 20850 AL
34 34 AL2608 20250926 ... 20840 20860 AL
35 35 AL2609 20250926 ... 20860 20860 AL
36 36 ZN2510 20250926 ... 22010 21960 ZN
37 37 ZN2511 20250926 ... 22035 21965 ZN
38 38 ZN2512 20250926 ... 22040 21980 ZN
39 39 ZN2601 20250926 ... 22055 21995 ZN
40 40 ZN2602 20250926 ... 22085 22030 ZN
41 41 ZN2603 20250926 ... 22115 22040 ZN
42 42 ZN2604 20250926 ... 22145 22090 ZN
43 43 ZN2605 20250926 ... 22170 22160 ZN
44 44 ZN2606 20250926 ... 22215 22185 ZN
45 45 ZN2607 20250926 ... 22220 22095 ZN
46 46 ZN2608 20250926 ... 22270 22185 ZN
47 47 ZN2609 20250926 ... 22255 22195 ZN
48 48 PB2510 20250926 ... 17055 17070 PB
49 49 PB2511 20250926 ... 17090 17110 PB
50 50 PB2512 20250926 ... 17110 17125 PB
51 51 PB2601 20250926 ... 17125 17135 PB
52 52 PB2602 20250926 ... 17135 17090 PB
53 53 PB2603 20250926 ... 17145 17175 PB
54 54 PB2604 20250926 ... 17150 17215 PB
55 55 PB2605 20250926 ... 17150 17170 PB
56 56 PB2606 20250926 ... 17220 17190 PB
57 57 PB2607 20250926 ... 17175 17175 PB
58 58 PB2608 20250926 ... 17210 17210 PB
59 59 PB2609 20250926 ... 17230 17230 PB
60 60 NI2510 20250926 ... 121620 122390 NI
61 61 NI2511 20250926 ... 121840 122730 NI
62 62 NI2512 20250926 ... 121970 122960 NI
63 63 NI2601 20250926 ... 122210 123080 NI
64 64 NI2602 20250926 ... 122270 123580 NI
65 65 NI2603 20250926 ... 122550 123430 NI
66 66 NI2604 20250926 ... 122830 123660 NI
67 67 NI2605 20250926 ... 123060 123980 NI
68 68 NI2606 20250926 ... 123250 123830 NI
69 69 NI2607 20250926 ... 123370 124190 NI
70 70 NI2608 20250926 ... 123860 125100 NI
71 71 NI2609 20250926 ... 124150 125630 NI
72 72 SN2510 20250926 ... 273130 273150 SN
73 73 SN2511 20250926 ... 273550 273490 SN
74 74 SN2512 20250926 ... 273960 273700 SN
75 75 SN2601 20250926 ... 273970 273840 SN
76 76 SN2602 20250926 ... 274200 273860 SN
77 77 SN2603 20250926 ... 274160 274180 SN
78 78 SN2604 20250926 ... 274280 274410 SN
79 79 SN2605 20250926 ... 274930 274840 SN
80 80 SN2606 20250926 ... 274760 274920 SN
81 81 SN2607 20250926 ... 274780 274910 SN
82 82 SN2608 20250926 ... 275430 275220 SN
83 83 SN2609 20250926 ... 275640 276240 SN
84 84 AO2510 20250926 ... 2871 2875 AO
85 85 AO2511 20250926 ... 2904 2897 AO
86 86 AO2512 20250926 ... 2902 2912 AO
87 87 AO2601 20250926 ... 2916 2927 AO
88 88 AO2602 20250926 ... 2928 2936 AO
89 89 AO2603 20250926 ... 2991 3003 AO
90 90 AO2604 20250926 ... 3001 3007 AO
91 91 AO2605 20250926 ... 3007 3016 AO
92 92 AO2606 20250926 ... 3015 3023 AO
93 93 AO2607 20250926 ... 3021 3032 AO
94 94 AO2608 20250926 ... 3031 3036 AO
95 95 AO2609 20250926 ... 3048 3045 AO
96 96 AD2511 20250926 ... 20315 20360 AD
97 97 AD2512 20250926 ... 20370 20405 AD
98 98 AD2601 20250926 ... 20385 20410 AD
99 99 AD2602 20250926 ... 20410 20440 AD
100 100 AD2603 20250926 ... 20300 20300 AD
101 101 AD2604 20250926 ... 20320 20320 AD
102 102 AD2605 20250926 ... 20320 20320 AD
103 103 AD2606 20250926 ... 20385 20385 AD
104 104 AD2607 20250926 ... 20510 20510 AD
105 105 AD2608 20250926 ... 20515 20515 AD
106 106 AD2609 20250926 ... 20335 20335 AD
107 107 AU2510 20250926 ... 851.5 853.14 AU
108 108 AU2511 20250926 ... 853.38 854.06 AU
109 109 AU2512 20250926 ... 855 855.96 AU
110 110 AU2602 20250926 ... 857.82 858.8 AU
111 111 AU2604 20250926 ... 859.92 860.04 AU
112 112 AU2606 20250926 ... 862.34 863.34 AU
113 113 AU2608 20250926 ... 865.8 865.28 AU
114 114 AU2610 20250926 ... 868.42 869.38 AU
115 115 AG2510 20250926 ... 10483 10358 AG
116 116 AG2511 20250926 ... 10509 10374 AG
117 117 AG2512 20250926 ... 10526 10396 AG
118 118 AG2601 20250926 ... 10528 10407 AG
119 119 AG2602 20250926 ... 10542 10420 AG
120 120 AG2603 20250926 ... 10527 10441 AG
121 121 AG2604 20250926 ... 10545 10454 AG
122 122 AG2605 20250926 ... 10553 10463 AG
123 123 AG2606 20250926 ... 10553 10478 AG
124 124 AG2607 20250926 ... 10548 10491 AG
125 125 AG2608 20250926 ... 10572 10504 AG
126 126 AG2609 20250926 ... 10613 10512 AG
127 127 RB2510 20250926 ... 3050 3072 RB
128 128 RB2511 20250926 ... 3083 3087 RB
129 129 RB2512 20250926 ... 3121 3144 RB
130 130 RB2601 20250926 ... 3139 3164 RB
131 131 RB2602 20250926 ... 3139 3165 RB
132 132 RB2603 20250926 ... 3157 3183 RB
133 133 RB2604 20250926 ... 3177 3204 RB
134 134 RB2605 20250926 ... 3197 3223 RB
135 135 RB2606 20250926 ... 3210 3238 RB
136 136 RB2607 20250926 ... 3217 3247 RB
137 137 RB2608 20250926 ... 3220 3248 RB
138 138 RB2609 20250926 ... 3232 3255 RB
139 139 WR2510 20250926 ... 3219 3233 WR
140 140 WR2511 20250926 ... 3329 3330 WR
141 141 WR2512 20250926 ... 3324 3324 WR
142 142 WR2601 20250926 ... 3342 3339 WR
143 143 WR2602 20250926 ... 3400 3353 WR
144 144 WR2603 20250926 ... 3351 3399 WR
145 145 WR2604 20250926 ... 3370 3389 WR
146 146 WR2605 20250926 ... 3386 3413 WR
147 147 WR2606 20250926 ... 3383 3372 WR
148 148 WR2607 20250926 ... 3390 3390 WR
149 149 WR2608 20250926 ... 3385 3371 WR
150 150 WR2609 20250926 ... 3458 3418 WR
151 151 HC2510 20250926 ... 3404 3415 HC
152 152 HC2511 20250926 ... 3385 3391 HC
153 153 HC2512 20250926 ... 3358 3378 HC
154 154 HC2601 20250926 ... 3330 3354 HC
155 155 HC2602 20250926 ... 3330 3353 HC
156 156 HC2603 20250926 ... 3333 3357 HC
157 157 HC2604 20250926 ... 3337 3358 HC
158 158 HC2605 20250926 ... 3337 3364 HC
159 159 HC2606 20250926 ... 3346 3360 HC
160 160 HC2607 20250926 ... 3355 3376 HC
161 161 HC2608 20250926 ... 3359 3371 HC
162 162 HC2609 20250926 ... 3364 3383 HC
163 163 SS2510 20250926 ... 12735 12800 SS
164 164 SS2511 20250926 ... 12850 12915 SS
165 165 SS2512 20250926 ... 12890 12960 SS
166 166 SS2601 20250926 ... 12950 13020 SS
167 167 SS2602 20250926 ... 12985 13070 SS
168 168 SS2603 20250926 ... 13100 13175 SS
169 169 SS2604 20250926 ... 13160 13215 SS
170 170 SS2605 20250926 ... 13240 13295 SS
171 171 SS2606 20250926 ... 13305 13340 SS
172 172 SS2607 20250926 ... 13350 13410 SS
173 173 SS2608 20250926 ... 13400 13465 SS
174 174 SS2609 20250926 ... 13465 13535 SS
175 175 SC2510 20250926 ... 487.5 489.3 SC
176 176 SC2511 20250926 ... 489.1 488.9 SC
177 177 SC2512 20250926 ... 490.8 489.8 SC
178 178 SC2601 20250926 ... 490.7 489.8 SC
179 179 SC2602 20250926 ... 489.9 488.9 SC
180 180 SC2603 20250926 ... 490 488.3 SC
181 181 SC2604 20250926 ... 490.3 488 SC
182 182 SC2605 20250926 ... 491.2 486.8 SC
183 183 SC2606 20250926 ... 488.9 486.3 SC
184 184 SC2607 20250926 ... 484.9 487.3 SC
185 185 SC2608 20250926 ... 486.6 485.8 SC
186 186 SC2609 20250926 ... 483.8 482.7 SC
187 187 SC2612 20250926 ... 479.5 473.5 SC
188 188 SC2703 20250926 ... 473.1 478.3 SC
189 189 SC2706 20250926 ... 477 476 SC
190 190 SC2709 20250926 ... 477 477 SC
191 191 SC2712 20250926 ... 475.9 477.8 SC
192 192 SC2803 20250926 ... 475 476 SC
193 193 SC2806 20250926 ... 473.8 473.2 SC
194 194 SC2809 20250926 ... 472.1 472.1 SC
195 195 LU2510 20250926 ... 3450 3366 LU
196 196 LU2511 20250926 ... 3470 3435 LU
197 197 LU2512 20250926 ... 3471 3430 LU
198 198 LU2601 20250926 ... 3459 3418 LU
199 199 LU2602 20250926 ... 3440 3400 LU
200 200 LU2603 20250926 ... 3425 3398 LU
201 201 LU2604 20250926 ... 3407 3395 LU
202 202 LU2605 20250926 ... 3437 3390 LU
203 203 LU2606 20250926 ... 3427 3393 LU
204 204 LU2607 20250926 ... 3418 3377 LU
205 205 LU2608 20250926 ... 3392 3366 LU
206 206 LU2609 20250926 ... 3379 3346 LU
207 207 FU2510 20250926 ... 2991 2933 FU
208 208 FU2511 20250926 ... 3002 2948 FU
209 209 FU2512 20250926 ... 2942 2905 FU
210 210 FU2601 20250926 ... 2914 2883 FU
211 211 FU2602 20250926 ... 2893 2865 FU
212 212 FU2603 20250926 ... 2880 2853 FU
213 213 FU2604 20250926 ... 2857 2840 FU
214 214 FU2605 20250926 ... 2843 2827 FU
215 215 FU2606 20250926 ... 2833 2811 FU
216 216 FU2607 20250926 ... 2797 2784 FU
217 217 FU2608 20250926 ... 2769 2758 FU
218 218 FU2609 20250926 ... 2748 2737 FU
219 219 BU2510 20250926 ... 3472 3444 BU
220 220 BU2511 20250926 ... 3451 3426 BU
221 221 BU2512 20250926 ... 3408 3373 BU
222 222 BU2601 20250926 ... 3387 3341 BU
223 223 BU2602 20250926 ... 3389 3348 BU
224 224 BU2603 20250926 ... 3407 3361 BU
225 225 BU2604 20250926 ... 3373 3337 BU
226 226 BU2605 20250926 ... 3416 3365 BU
227 227 BU2606 20250926 ... 3404 3362 BU
228 228 BU2607 20250926 ... 3407 3365 BU
229 229 BU2608 20250926 ... 3384 3344 BU
230 230 BU2609 20250926 ... 3386 3352 BU
231 231 BU2612 20250926 ... 3340 3319 BU
232 232 BU2703 20250926 ... 3329 3329 BU
233 233 BU2706 20250926 ... 3347 3327 BU
234 234 BU2709 20250926 ... 3354 3333 BU
235 235 BR2510 20250926 ... 11385 11560 BR
236 236 BR2511 20250926 ... 11360 11555 BR
237 237 BR2512 20250926 ... 11365 11555 BR
238 238 BR2601 20250926 ... 11340 11545 BR
239 239 BR2602 20250926 ... 11330 11555 BR
240 240 BR2603 20250926 ... 11355 11595 BR
241 241 BR2604 20250926 ... 11385 11640 BR
242 242 BR2605 20250926 ... 11430 11615 BR
243 243 BR2606 20250926 ... 11440 11620 BR
244 244 BR2607 20250926 ... 11635 11745 BR
245 245 BR2608 20250926 ... 11610 11745 BR
246 246 BR2609 20250926 ... 11675 11750 BR
247 247 RU2510 20250926 ... 14530 14680 RU
248 248 RU2511 20250926 ... 14555 14705 RU
249 249 RU2601 20250926 ... 15425 15630 RU
250 250 RU2603 20250926 ... 15425 15625 RU
251 251 RU2604 20250926 ... 15425 15625 RU
252 252 RU2605 20250926 ... 15395 15575 RU
253 253 RU2606 20250926 ... 15400 15635 RU
254 254 RU2607 20250926 ... 15395 15580 RU
255 255 RU2608 20250926 ... 15405 15625 RU
256 256 RU2609 20250926 ... 15370 15550 RU
257 257 NR2510 20250926 ... 12320 12440 NR
258 258 NR2511 20250926 ... 12350 12485 NR
259 259 NR2512 20250926 ... 12375 12500 NR
260 260 NR2601 20250926 ... 12395 12525 NR
261 261 NR2602 20250926 ... 12380 12520 NR
262 262 NR2603 20250926 ... 12455 12530 NR
263 263 NR2604 20250926 ... 12390 12565 NR
264 264 NR2605 20250926 ... 12460 12575 NR
265 265 NR2606 20250926 ... 12465 12600 NR
266 266 NR2607 20250926 ... 12650 12650 NR
267 267 NR2608 20250926 ... 12685 12685 NR
268 268 NR2609 20250926 ... 12510 12510 NR
269 269 SP2510 20250926 ... 5000 5018 SP
270 270 SP2511 20250926 ... 5034 5050 SP
271 271 SP2512 20250926 ... 5050 5068 SP
272 272 SP2601 20250926 ... 5290 5304 SP
273 273 SP2602 20250926 ... 5282 5292 SP
274 274 SP2603 20250926 ... 5302 5310 SP
275 275 SP2604 20250926 ... 5312 5318 SP
276 276 SP2605 20250926 ... 5308 5318 SP
277 277 SP2606 20250926 ... 5296 5324 SP
278 278 SP2607 20250926 ... 5300 5320 SP
279 279 SP2608 20250926 ... 5316 5326 SP
280 280 SP2609 20250926 ... 5318 5328 SP
281 281 OP2601 20250926 ... 4232 4238 OP
282 282 OP2602 20250926 ... 4228 4228 OP
283 283 OP2603 20250926 ... 4260 4266 OP
284 284 OP2604 20250926 ... 4274 4262 OP
285 285 OP2605 20250926 ... 4266 4266 OP
286 286 OP2606 20250926 ... 4236 4236 OP
287 287 OP2607 20250926 ... 4238 4238 OP
288 288 OP2608 20250926 ... 4240 4240 OP
289 289 OP2609 20250926 ... 4334 4336 OP
290 290 EC2510 20250926 ... 1150.8 1160.6 EC
291 291 EC2512 20250926 ... 1780.6 1746.6 EC
292 292 EC2602 20250926 ... 1691.9 1647.8 EC
293 293 EC2604 20250926 ... 1279.1 1276.4 EC
294 294 EC2606 20250926 ... 1482.6 1467.5 EC
295 295 EC2608 20250926 ... 1631 1619.8 EC
296 297 SC_TAS2511 20250926 ... SC_TAS
297 298 SC_TAS2512 20250926 ... SC_TAS
298 299 SC_TAS2601 20250926 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 16:26:11,836 - future_1d - INFO - ak.get_shfe_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 SC2510 20250926 488 ... 487.5 489.3 SC
1 SC2511 20250926 489.1 ... 489.1 488.9 SC
2 SC2512 20250926 490.8 ... 490.8 489.8 SC
3 SC2601 20250926 491 ... 490.7 489.8 SC
4 SC2602 20250926 489.2 ... 489.9 488.9 SC
5 SC2603 20250926 488.2 ... 490 488.3 SC
6 SC2604 20250926 486.3 ... 490.3 488 SC
7 SC2605 20250926 486.4 ... 491.2 486.8 SC
8 SC2606 20250926 487 ... 488.9 486.3 SC
9 SC2607 20250926 484.9 ... 484.9 487.3 SC
10 SC2608 20250926 484.2 ... 486.6 485.8 SC
11 SC2609 20250926 481.6 ... 483.8 482.7 SC
12 SC2612 20250926 479.7 ... 479.5 473.5 SC
13 SC2703 20250926 473.1 ... 473.1 478.3 SC
14 SC2706 20250926 ... 477 476 SC
15 SC2709 20250926 ... 477 477 SC
16 SC2712 20250926 473.8 ... 475.9 477.8 SC
17 SC2803 20250926 475 ... 475 476 SC
18 SC2806 20250926 472 ... 473.8 473.2 SC
19 SC2809 20250926 472.1 ... 472.1 472.1 SC
21 LU2510 20250926 3450 ... 3450 3366 LU
22 LU2511 20250926 3445 ... 3470 3435 LU
23 LU2512 20250926 3443 ... 3471 3430 LU
24 LU2601 20250926 3430 ... 3459 3418 LU
25 LU2602 20250926 3409 ... 3440 3400 LU
26 LU2603 20250926 3413 ... 3425 3398 LU
27 LU2604 20250926 ... 3407 3395 LU
28 LU2605 20250926 3443 ... 3437 3390 LU
29 LU2606 20250926 3422 ... 3427 3393 LU
30 LU2607 20250926 3383 ... 3418 3377 LU
31 LU2608 20250926 3367 ... 3392 3366 LU
32 LU2609 20250926 3354 ... 3379 3346 LU
34 NR2510 20250926 12415 ... 12320 12440 NR
35 NR2511 20250926 12425 ... 12350 12485 NR
36 NR2512 20250926 12450 ... 12375 12500 NR
37 NR2601 20250926 12480 ... 12395 12525 NR
38 NR2602 20250926 12435 ... 12380 12520 NR
39 NR2603 20250926 12455 ... 12455 12530 NR
40 NR2604 20250926 12435 ... 12390 12565 NR
41 NR2605 20250926 12465 ... 12460 12575 NR
42 NR2606 20250926 12465 ... 12465 12600 NR
43 NR2607 20250926 ... 12650 12650 NR
44 NR2608 20250926 ... 12685 12685 NR
45 NR2609 20250926 ... 12510 12510 NR
47 BC2510 20250926 73050 ... 73250 72920 BC
48 BC2511 20250926 73540 ... 73420 73030 BC
49 BC2512 20250926 73620 ... 73550 73180 BC
50 BC2601 20250926 ... 73160 73160 BC
51 BC2602 20250926 73820 ... 73820 73100 BC
52 BC2603 20250926 ... 73000 73000 BC
53 BC2604 20250926 ... 73000 73000 BC
54 BC2605 20250926 ... 72900 72900 BC
55 BC2606 20250926 ... 72960 72900 BC
56 BC2607 20250926 ... 72840 72800 BC
57 BC2608 20250926 ... 73000 73000 BC
58 BC2609 20250926 ... 73000 73000 BC
60 EC2510 20250926 1176 ... 1150.8 1160.6 EC
61 EC2512 20250926 1790 ... 1780.6 1746.6 EC
62 EC2602 20250926 1692 ... 1691.9 1647.8 EC
63 EC2604 20250926 1281.1 ... 1279.1 1276.4 EC
64 EC2606 20250926 1475.4 ... 1482.6 1467.5 EC
65 EC2608 20250926 1632 ... 1631 1619.8 EC
68 SC_TAS2511 20250926 ... SC_TAS
69 SC_TAS2512 20250926 ... SC_TAS
70 SC_TAS2601 20250926 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 16:26:11,914 - future_1d - INFO - ak.get_ine_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 PS2510 20250926 51070.0 ... 51505.0 51595.0 PS
1 PS2511 20250926 51100.0 ... 51420.0 51360.0 PS
2 PS2512 20250926 53360.0 ... 53780.0 53675.0 PS
3 PS2601 20250926 53010.0 ... 53310.0 53200.0 PS
4 PS2602 20250926 52790.0 ... 53110.0 53205.0 PS
5 PS2603 20250926 52780.0 ... 53220.0 53035.0 PS
6 PS2604 20250926 52690.0 ... 53190.0 53005.0 PS
7 PS2605 20250926 52655.0 ... 53080.0 52930.0 PS
8 PS2606 20250926 54680.0 ... 54975.0 54935.0 PS
9 PS2607 20250926 54820.0 ... 54945.0 54870.0 PS
10 PS2608 20250926 54390.0 ... 54565.0 54605.0 PS
11 PS2609 20250926 54000.0 ... 54550.0 54620.0 PS
13 SI2510 20250926 8965.0 ... 8975.0 9020.0 SI
14 SI2511 20250926 9005.0 ... 9000.0 9030.0 SI
15 SI2512 20250926 9280.0 ... 9395.0 9425.0 SI
16 SI2601 20250926 9365.0 ... 9360.0 9390.0 SI
17 SI2602 20250926 9375.0 ... 9360.0 9390.0 SI
18 SI2603 20250926 9380.0 ... 9395.0 9420.0 SI
19 SI2604 20250926 9355.0 ... 9205.0 9405.0 SI
20 SI2605 20250926 9405.0 ... 9390.0 9420.0 SI
21 SI2606 20250926 9405.0 ... 9400.0 9445.0 SI
22 SI2607 20250926 9340.0 ... 9390.0 9465.0 SI
23 SI2608 20250926 0.0 ... 9415.0 9425.0 SI
24 SI2609 20250926 9335.0 ... 9410.0 9425.0 SI
27 LC2510 20250926 74200.0 ... 72920.0 73100.0 LC
28 LC2511 20250926 73800.0 ... 73240.0 73580.0 LC
29 LC2512 20250926 73840.0 ... 73340.0 73660.0 LC
30 LC2601 20250926 73800.0 ... 73180.0 73620.0 LC
31 LC2602 20250926 73360.0 ... 72840.0 73360.0 LC
32 LC2603 20250926 73340.0 ... 72940.0 73480.0 LC
33 LC2604 20250926 73760.0 ... 73320.0 73760.0 LC
34 LC2605 20250926 73680.0 ... 73340.0 73740.0 LC
35 LC2606 20250926 73740.0 ... 73160.0 73460.0 LC
36 LC2607 20250926 73400.0 ... 73060.0 73360.0 LC
37 LC2608 20250926 73600.0 ... 73020.0 73480.0 LC
38 LC2609 20250926 73780.0 ... 72980.0 73540.0 LC
[36 rows x 12 columns]
2025-09-29 16:26:12,066 - future_1d - INFO - ak.get_gfex_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 IC2510 20250926 7275.200 ... 7219.600 7311.000 IC
1 IC2511 20250926 7192.000 ... 7151.800 7240.200 IC
2 IC2512 20250926 7147.000 ... 7097.600 7185.400 IC
3 IC2603 20250926 6951.200 ... 6922.000 7007.000 IC
4 IF2510 20250926 4575.800 ... 4555.800 4596.600 IF
5 IF2511 20250926 4558.600 ... 4541.800 4581.600 IF
6 IF2512 20250926 4550.000 ... 4535.200 4572.400 IF
7 IF2603 20250926 4520.200 ... 4509.800 4539.600 IF
8 IH2510 20250926 2943.000 ... 2950.200 2958.000 IH
9 IH2511 20250926 2944.000 ... 2948.000 2956.400 IH
10 IH2512 20250926 2946.000 ... 2949.800 2958.400 IH
11 IH2603 20250926 2942.000 ... 2947.400 2955.800 IH
12 IM2510 20250926 7419.600 ... 7360.800 7456.400 IM
13 IM2511 20250926 7335.400 ... 7272.800 7369.200 IM
14 IM2512 20250926 7260.000 ... 7193.400 7290.800 IM
15 IM2603 20250926 7040.000 ... 6974.400 7076.400 IM
16 T2512 20250926 107.655 ... 107.670 107.540 T
17 T2603 20250926 107.270 ... 107.325 107.175 T
18 T2606 20250926 107.150 ... 107.235 107.115 T
19 TF2512 20250926 105.535 ... 105.530 105.475 TF
20 TF2603 20250926 105.390 ... 105.410 105.335 TF
21 TF2606 20250926 105.390 ... 105.400 105.335 TF
22 TL2512 20250926 114.230 ... 114.260 113.960 TL
23 TL2603 20250926 113.910 ... 113.920 113.620 TL
24 TL2606 20250926 113.960 ... 113.910 113.540 TL
25 TS2512 20250926 102.314 ... 102.344 102.300 TS
26 TS2603 20250926 102.258 ... 102.258 102.220 TS
27 TS2606 20250926 102.258 ... 102.262 102.226 TS
[28 rows x 12 columns]
2025-09-29 16:26:12,466 - future_1d - INFO - ak.get_cffex_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 a2511 20250926 3931.0 ... 3940.00 3930.00 A
1 a2601 20250926 3910.0 ... 3918.00 3912.00 A
2 a2603 20250926 3917.0 ... 3922.00 3912.00 A
3 a2605 20250926 3949.0 ... 3951.00 3944.00 A
4 a2607 20250926 3949.0 ... 3945.00 3943.00 A
5 a2609 20250926 3949.0 ... 3948.00 3951.00 A
6 b2510 20250926 3654.0 ... 3630.00 3628.00 B
7 b2511 20250926 3655.0 ... 3627.00 3636.00 B
8 b2512 20250926 3665.0 ... 3647.00 3652.00 B
9 b2601 20250926 3662.0 ... 3647.00 3651.00 B
10 b2602 20250926 3665.0 ... 3649.00 3654.00 B
11 b2603 20250926 3629.0 ... 3615.00 3618.00 B
12 b2604 20250926 3521.0 ... 3520.00 3521.00 B
13 b2605 20250926 3460.0 ... 3449.00 3450.00 B
14 b2606 20250926 3427.0 ... 3422.00 3426.00 B
15 b2607 20250926 3470.0 ... 3428.00 3429.00 B
16 b2608 20250926 3527.0 ... 3520.00 3525.00 B
17 b2609 20250926 3541.0 ... 3535.00 3538.00 B
18 bb2511 20250926 141.9 ... 141.90 142.00 BB
19 bb2601 20250926 147.0 ... 147.00 146.95 BB
20 bb2603 20250926 0.0 ... 147.00 147.00 BB
21 bb2605 20250926 0.0 ... 141.70 141.70 BB
22 bb2607 20250926 0.0 ... 146.45 146.45 BB
23 bb2609 20250926 0.0 ... 146.45 146.45 BB
24 bz2603 20250926 5922.0 ... 5906.00 5930.00 BZ
25 bz2604 20250926 5892.0 ... 5880.00 5914.00 BZ
26 bz2605 20250926 0.0 ... 5936.00 5939.00 BZ
27 bz2606 20250926 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250926 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250926 0.0 ... 5883.00 5884.00 BZ
30 bz2609 20250926 0.0 ... 5884.00 5884.00 BZ
31 c2511 20250926 2159.0 ... 2176.00 2166.00 C
32 c2601 20250926 2134.0 ... 2137.00 2136.00 C
33 c2603 20250926 2143.0 ... 2146.00 2144.00 C
34 c2605 20250926 2197.0 ... 2203.00 2199.00 C
35 c2607 20250926 2208.0 ... 2213.00 2211.00 C
36 c2609 20250926 2224.0 ... 2228.00 2227.00 C
37 cs2511 20250926 2474.0 ... 2485.00 2476.00 CS
38 cs2601 20250926 2461.0 ... 2467.00 2466.00 CS
39 cs2603 20250926 2462.0 ... 2466.00 2466.00 CS
40 cs2605 20250926 2538.0 ... 2547.00 2546.00 CS
41 cs2607 20250926 2550.0 ... 2551.00 2551.00 CS
42 cs2609 20250926 2584.0 ... 2586.00 2590.00 CS
43 eb2510 20250926 6919.0 ... 6899.00 6919.00 EB
44 eb2511 20250926 6945.0 ... 6939.00 6958.00 EB
45 eb2512 20250926 6958.0 ... 6954.00 6974.00 EB
46 eb2601 20250926 7004.0 ... 6980.00 7000.00 EB
47 eb2602 20250926 7010.0 ... 7021.00 7030.00 EB
48 eb2603 20250926 7031.0 ... 7058.00 7069.00 EB
49 eb2604 20250926 7106.0 ... 7103.00 7098.00 EB
50 eb2605 20250926 7095.0 ... 7103.00 7111.00 EB
51 eb2606 20250926 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250926 0.0 ... 7134.00 7134.00 EB
53 eb2608 20250926 0.0 ... 7177.00 7177.00 EB
54 eb2609 20250926 0.0 ... 7177.00 7177.00 EB
55 eg2510 20250926 4278.0 ... 4269.00 4300.00 EG
56 eg2511 20250926 4239.0 ... 4221.00 4230.00 EG
57 eg2512 20250926 4212.0 ... 4218.00 4236.00 EG
58 eg2601 20250926 4254.0 ... 4227.00 4249.00 EG
59 eg2602 20250926 4239.0 ... 4231.00 4260.00 EG
60 eg2603 20250926 4249.0 ... 4252.00 4270.00 EG
61 eg2604 20250926 0.0 ... 4276.00 4285.00 EG
62 eg2605 20250926 4310.0 ... 4285.00 4309.00 EG
63 eg2606 20250926 0.0 ... 4300.00 4300.00 EG
64 eg2607 20250926 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250926 0.0 ... 4346.00 4346.00 EG
66 eg2609 20250926 4450.0 ... 4367.00 4346.00 EG
67 fb2510 20250926 1287.0 ... 1270.00 1262.50 FB
68 fb2511 20250926 1256.0 ... 1254.50 1254.50 FB
69 fb2512 20250926 1255.5 ... 1255.00 1253.50 FB
70 fb2601 20250926 1255.5 ... 1254.50 1255.00 FB
71 fb2602 20250926 1253.5 ... 1253.50 1255.00 FB
72 fb2603 20250926 1245.0 ... 1243.50 1245.50 FB
73 fb2604 20250926 1233.5 ... 1254.50 1252.00 FB
74 fb2605 20250926 1311.0 ... 1300.50 1292.50 FB
75 fb2606 20250926 1288.5 ... 1276.50 1292.00 FB
76 fb2607 20250926 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250926 0.0 ... 1308.00 1308.00 FB
78 fb2609 20250926 0.0 ... 1296.00 1296.00 FB
79 i2510 20250926 818.0 ... 813.50 821.00 I
80 i2511 20250926 816.5 ... 809.50 816.00 I
81 i2512 20250926 811.0 ... 805.00 811.00 I
82 i2601 20250926 804.0 ... 796.50 804.00 I
83 i2602 20250926 801.0 ... 790.50 799.50 I
84 i2603 20250926 796.0 ... 787.50 794.50 I
85 i2604 20250926 791.0 ... 784.50 791.00 I
86 i2605 20250926 784.0 ... 776.50 784.50 I
87 i2606 20250926 779.0 ... 772.00 779.50 I
88 i2607 20250926 774.0 ... 767.00 774.50 I
89 i2608 20250926 770.0 ... 763.50 769.50 I
90 i2609 20250926 764.0 ... 755.50 764.00 I
91 j2510 20250926 1631.0 ... 1619.50 1645.00 J
92 j2511 20250926 1663.5 ... 1643.50 1667.00 J
93 j2512 20250926 1695.0 ... 1684.50 1715.50 J
94 j2601 20250926 1751.0 ... 1718.50 1741.00 J
95 j2602 20250926 1751.0 ... 1747.50 1757.50 J
96 j2603 20250926 1778.0 ... 1778.00 1783.00 J
97 j2604 20250926 0.0 ... 1841.50 1841.50 J
98 j2605 20250926 1892.0 ... 1862.50 1885.50 J
99 j2606 20250926 1901.0 ... 1901.00 1901.00 J
100 j2607 20250926 0.0 ... 1903.50 1910.50 J
101 j2608 20250926 0.0 ... 1919.50 1919.50 J
102 j2609 20250926 1948.5 ... 1933.50 1956.50 J
103 jd2510 20250926 2971.0 ... 2952.00 2977.00 JD
104 jd2511 20250926 3068.0 ... 3051.00 3073.00 JD
105 jd2512 20250926 3195.0 ... 3182.00 3203.00 JD
106 jd2601 20250926 3370.0 ... 3360.00 3365.00 JD
107 jd2602 20250926 3116.0 ... 3106.00 3117.00 JD
108 jd2603 20250926 3142.0 ... 3130.00 3145.00 JD
109 jd2604 20250926 3265.0 ... 3253.00 3265.00 JD
110 jd2605 20250926 3391.0 ... 3385.00 3392.00 JD
111 jd2606 20250926 3231.0 ... 3226.00 3234.00 JD
112 jd2607 20250926 3474.0 ... 3470.00 3478.00 JD
113 jd2608 20250926 3920.0 ... 3918.00 3920.00 JD
114 jd2609 20250926 3769.0 ... 3787.00 3920.00 JD
115 jm2510 20250926 1027.0 ... 1037.00 1026.00 JM
116 jm2511 20250926 1086.0 ... 1071.50 1080.50 JM
117 jm2512 20250926 1156.5 ... 1142.00 1152.50 JM
118 jm2601 20250926 1229.5 ... 1214.50 1229.00 JM
119 jm2602 20250926 1252.0 ... 1237.00 1250.50 JM
120 jm2603 20250926 1274.0 ... 1256.50 1272.00 JM
121 jm2604 20250926 1292.0 ... 1278.50 1294.50 JM
122 jm2605 20250926 1327.0 ... 1304.00 1318.00 JM
123 jm2606 20250926 1337.5 ... 1319.00 1334.00 JM
124 jm2607 20250926 1351.0 ... 1333.50 1346.50 JM
125 jm2608 20250926 1371.5 ... 1350.50 1362.00 JM
126 jm2609 20250926 1394.0 ... 1374.00 1389.00 JM
127 l2510 20250926 7067.0 ... 7072.00 7096.00 L
128 l2511 20250926 7117.0 ... 7103.00 7123.00 L
129 l2512 20250926 7140.0 ... 7138.00 7151.00 L
130 l2601 20250926 7161.0 ... 7163.00 7168.00 L
131 l2602 20250926 7154.0 ... 7161.00 7163.00 L
132 l2603 20250926 7170.0 ... 7186.00 7176.00 L
133 l2604 20250926 7187.0 ... 7210.00 7212.00 L
134 l2605 20250926 7208.0 ... 7200.00 7203.00 L
135 l2606 20250926 7176.0 ... 7208.00 7201.00 L
136 l2607 20250926 7213.0 ... 7227.00 7220.00 L
137 l2608 20250926 7217.0 ... 7245.00 7230.00 L
138 l2609 20250926 7205.0 ... 7228.00 7230.00 L
139 lg2511 20250926 806.0 ... 807.50 804.50 LG
140 lg2601 20250926 822.5 ... 820.50 819.50 LG
141 lg2603 20250926 825.5 ... 825.50 825.00 LG
142 lg2605 20250926 829.0 ... 828.50 827.50 LG
143 lg2607 20250926 829.0 ... 829.50 827.50 LG
144 lg2609 20250926 816.5 ... 816.50 827.50 LG
145 lh2511 20250926 12660.0 ... 12625.00 12700.00 LH
146 lh2601 20250926 13300.0 ... 13180.00 13325.00 LH
147 lh2603 20250926 12750.0 ... 12660.00 12745.00 LH
148 lh2605 20250926 13145.0 ... 13070.00 13145.00 LH
149 lh2607 20250926 13810.0 ... 13655.00 13805.00 LH
150 lh2609 20250926 14200.0 ... 14220.00 13805.00 LH
151 m2511 20250926 2942.0 ... 2916.00 2934.00 M
152 m2512 20250926 2979.0 ... 2960.00 2973.00 M
153 m2601 20250926 2972.0 ... 2949.00 2961.00 M
154 m2603 20250926 2936.0 ... 2921.00 2929.00 M
155 m2605 20250926 2768.0 ... 2755.00 2759.00 M
156 m2607 20250926 2753.0 ... 2744.00 2749.00 M
157 m2608 20250926 2870.0 ... 2860.00 2864.00 M
158 m2609 20250926 2877.0 ... 2863.00 2870.00 M
159 p2510 20250926 9060.0 ... 9126.00 9072.00 P
160 p2511 20250926 9156.0 ... 9208.00 9162.00 P
161 p2512 20250926 9212.0 ... 9232.00 9186.00 P
162 p2601 20250926 9242.0 ... 9266.00 9214.00 P
163 p2602 20250926 9212.0 ... 9218.00 9184.00 P
164 p2603 20250926 9142.0 ... 9160.00 9142.00 P
165 p2604 20250926 9152.0 ... 9154.00 9092.00 P
166 p2605 20250926 9066.0 ... 9076.00 9030.00 P
167 p2606 20250926 8936.0 ... 8978.00 8928.00 P
168 p2607 20250926 8858.0 ... 8876.00 8834.00 P
169 p2608 20250926 8770.0 ... 8776.00 8750.00 P
170 p2609 20250926 8654.0 ... 8686.00 8646.00 P
171 pg2510 20250926 4367.0 ... 4432.00 4352.00 PG
172 pg2511 20250926 4267.0 ... 4285.00 4258.00 PG
173 pg2512 20250926 4191.0 ... 4215.00 4196.00 PG
174 pg2601 20250926 4145.0 ... 4150.00 4137.00 PG
175 pg2602 20250926 4079.0 ... 4085.00 4072.00 PG
176 pg2603 20250926 3991.0 ... 4003.00 3992.00 PG
177 pg2604 20250926 4371.0 ... 4367.00 4357.00 PG
178 pg2605 20250926 4280.0 ... 4285.00 4270.00 PG
179 pg2606 20250926 4223.0 ... 4228.00 4220.00 PG
180 pg2607 20250926 0.0 ... 4154.00 4154.00 PG
181 pg2608 20250926 4102.0 ... 4109.00 4116.00 PG
182 pg2609 20250926 4091.0 ... 4093.00 4116.00 PG
183 pp2510 20250926 6782.0 ... 6795.00 6784.00 PP
184 pp2511 20250926 6838.0 ... 6830.00 6827.00 PP
185 pp2512 20250926 6853.0 ... 6869.00 6861.00 PP
186 pp2601 20250926 6890.0 ... 6900.00 6893.00 PP
187 pp2602 20250926 6866.0 ... 6889.00 6877.00 PP
188 pp2603 20250926 6883.0 ... 6890.00 6880.00 PP
189 pp2604 20250926 6894.0 ... 6917.00 6918.00 PP
190 pp2605 20250926 6941.0 ... 6944.00 6935.00 PP
191 pp2606 20250926 6907.0 ... 6921.00 6908.00 PP
192 pp2607 20250926 6892.0 ... 6893.00 6883.00 PP
193 pp2608 20250926 6882.0 ... 6900.00 6884.00 PP
194 pp2609 20250926 6911.0 ... 6924.00 6911.00 PP
195 rr2510 20250926 3623.0 ... 3623.00 3618.00 RR
196 rr2511 20250926 3616.0 ... 3613.00 3612.00 RR
197 rr2512 20250926 3613.0 ... 3614.00 3614.00 RR
198 rr2601 20250926 3624.0 ... 3620.00 3622.00 RR
199 rr2602 20250926 3605.0 ... 3606.00 3605.00 RR
200 rr2603 20250926 3614.0 ... 3614.00 3612.00 RR
201 rr2604 20250926 0.0 ... 3616.00 3616.00 RR
202 rr2605 20250926 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250926 0.0 ... 3600.00 3600.00 RR
204 rr2607 20250926 0.0 ... 3609.00 3609.00 RR
205 rr2608 20250926 0.0 ... 3614.00 3614.00 RR
206 rr2609 20250926 0.0 ... 3614.00 3614.00 RR
207 v2510 20250926 4808.0 ... 4788.00 4808.00 V
208 v2511 20250926 4841.0 ... 4817.00 4838.00 V
209 v2512 20250926 4884.0 ... 4858.00 4877.00 V
210 v2601 20250926 4930.0 ... 4902.00 4925.00 V
211 v2602 20250926 4957.0 ... 4941.00 4964.00 V
212 v2603 20250926 4980.0 ... 4971.00 4996.00 V
213 v2604 20250926 5192.0 ... 5174.00 5191.00 V
214 v2605 20250926 5237.0 ... 5205.00 5226.00 V
215 v2606 20250926 5236.0 ... 5248.00 5262.00 V
216 v2607 20250926 5268.0 ... 5277.00 5294.00 V
217 v2608 20250926 5305.0 ... 5302.00 5331.00 V
218 v2609 20250926 5350.0 ... 5341.00 5355.00 V
219 y2511 20250926 8200.0 ... 8202.00 8188.00 Y
220 y2512 20250926 8266.0 ... 8248.00 8238.00 Y
221 y2601 20250926 8208.0 ... 8192.00 8180.00 Y
222 y2603 20250926 8148.0 ... 8140.00 8112.00 Y
223 y2605 20250926 7940.0 ... 7946.00 7924.00 Y
224 y2607 20250926 7910.0 ... 7908.00 7878.00 Y
225 y2608 20250926 7888.0 ... 7896.00 7880.00 Y
226 y2609 20250926 7868.0 ... 7876.00 7852.00 Y
[227 rows x 12 columns]
2025-09-29 16:26:12,984 - future_1d - INFO - ak.get_dce_daily('2025-09-26') done
2025-09-29 16:26:14,748 - future_1d - INFO - save future_daily 2025-09-26 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250929 8656.0 8699.0 ... 27982.84 8647.0 8628.0 AP
1 AP511 20250929 8401.0 8523.0 ... 42297.98 8444.0 8440.0 AP
2 AP512 20250929 8411.0 8530.0 ... 5029.49 8453.0 8373.0 AP
3 AP601 20250929 8437.0 8619.0 ... 1159018.15 8513.0 8384.0 AP
4 AP603 20250929 8286.0 8419.0 ... 3448.32 8349.0 8251.0 AP
5 AP604 20250929 8362.0 8388.0 ... 783.85 8339.0 8259.0 AP
6 AP605 20250929 8310.0 8433.0 ... 20768.51 8371.0 8269.0 AP
7 CF511 20250929 13405.0 13430.0 ... 281544.73 13345.0 13500.0 CF
8 CF601 20250929 13390.0 13425.0 ... 1640207.09 13365.0 13460.0 CF
9 CF603 20250929 13380.0 13400.0 ... 3818.94 13355.0 13425.0 CF
10 CF605 20250929 13400.0 13425.0 ... 217717.18 13370.0 13460.0 CF
11 CF607 20250929 13425.0 13450.0 ... 2231.37 13400.0 13475.0 CF
12 CF609 20250929 13580.0 13585.0 ... 2545.98 13540.0 13635.0 CF
13 CJ512 20250929 11180.0 11180.0 ... 10855.29 10910.0 11115.0 CJ
14 CJ601 20250929 11270.0 11270.0 ... 1617835.48 10955.0 11175.0 CJ
15 CJ603 20250929 11220.0 11280.0 ... 24991.00 10945.0 11155.0 CJ
16 CJ605 20250929 11330.0 11330.0 ... 255484.38 11020.0 11205.0 CJ
17 CJ607 20250929 11390.0 11400.0 ... 4382.50 11110.0 11325.0 CJ
18 CJ609 20250929 11490.0 11500.0 ... 2175.80 11245.0 11415.0 CJ
19 CY510 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250929 19610.0 19615.0 ... 116020.41 19530.0 19745.0 CY
21 CY512 20250929 0.0 0.0 ... 0.00 19415.0 19515.0 CY
22 CY601 20250929 19545.0 19550.0 ... 6007.06 19505.0 19645.0 CY
23 CY602 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
24 CY603 20250929 0.0 0.0 ... 0.00 19775.0 19830.0 CY
25 CY604 20250929 0.0 0.0 ... 0.00 19545.0 19545.0 CY
26 CY605 20250929 19575.0 19575.0 ... 9.79 19575.0 19695.0 CY
27 CY606 20250929 0.0 0.0 ... 0.00 19555.0 19555.0 CY
28 CY607 20250929 0.0 0.0 ... 0.00 19915.0 19965.0 CY
29 CY608 20250929 0.0 0.0 ... 0.00 19735.0 19735.0 CY
30 CY609 20250929 0.0 0.0 ... 0.00 19885.0 19965.0 CY
31 FG510 20250929 1130.0 1130.0 ... 9258.22 1117.0 1135.0 FG
32 FG511 20250929 1128.0 1132.0 ... 284860.98 1112.0 1140.0 FG
33 FG512 20250929 1252.0 1255.0 ... 140604.75 1230.0 1259.0 FG
34 FG601 20250929 1251.0 1253.0 ... 5591696.92 1229.0 1257.0 FG
35 FG602 20250929 1304.0 1306.0 ... 45248.10 1285.0 1310.0 FG
36 FG603 20250929 1298.0 1307.0 ... 2811.19 1287.0 1314.0 FG
37 FG604 20250929 1359.0 1373.0 ... 1180.58 1348.0 1381.0 FG
38 FG605 20250929 1369.0 1371.0 ... 184698.54 1347.0 1376.0 FG
39 FG606 20250929 1397.0 1398.0 ... 1975.64 1378.0 1403.0 FG
40 FG607 20250929 1390.0 1394.0 ... 2603.30 1372.0 1398.0 FG
41 FG608 20250929 1425.0 1432.0 ... 1279.09 1418.0 1438.0 FG
42 FG609 20250929 1430.0 1434.0 ... 6085.10 1420.0 1440.0 FG
43 JR511 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250929 2258.0 2275.0 ... 3233.71 2261.0 2258.0 MA
52 MA511 20250929 2293.0 2308.0 ... 106475.80 2298.0 2297.0 MA
53 MA512 20250929 2334.0 2345.0 ... 61133.99 2335.0 2330.0 MA
54 MA601 20250929 2360.0 2367.0 ... 1003865.58 2356.0 2352.0 MA
55 MA602 20250929 2383.0 2391.0 ... 33316.36 2383.0 2373.0 MA
56 MA603 20250929 2395.0 2404.0 ... 508.05 2396.0 2394.0 MA
57 MA604 20250929 2398.0 2398.0 ... 114.80 2392.0 2394.0 MA
58 MA605 20250929 2391.0 2394.0 ... 47339.35 2386.0 2385.0 MA
59 MA606 20250929 0.0 0.0 ... 0.00 2396.0 2392.0 MA
60 MA607 20250929 2363.0 2376.0 ... 23.66 2366.0 2368.0 MA
61 MA608 20250929 0.0 0.0 ... 0.00 2373.0 2373.0 MA
62 MA609 20250929 2340.0 2352.0 ... 398.94 2347.0 2344.0 MA
63 OI511 20250929 10338.0 10345.0 ... 482929.50 10288.0 10320.0 OI
64 OI601 20250929 10174.0 10177.0 ... 2347037.86 10128.0 10146.0 OI
65 OI603 20250929 9921.0 9929.0 ... 8380.04 9870.0 9912.0 OI
66 OI605 20250929 9664.0 9664.0 ... 69872.79 9615.0 9632.0 OI
67 OI607 20250929 9580.0 9593.0 ... 726.14 9555.0 9580.0 OI
68 OI609 20250929 9535.0 9547.0 ... 730.81 9491.0 9538.0 OI
69 PF510 20250929 6332.0 6362.0 ... 2031.03 6318.0 6350.0 PF
70 PF511 20250929 6324.0 6356.0 ... 586976.78 6326.0 6344.0 PF
71 PF512 20250929 6288.0 6320.0 ... 346631.01 6294.0 6310.0 PF
72 PF601 20250929 6340.0 6366.0 ... 30760.71 6340.0 6356.0 PF
73 PF602 20250929 6336.0 6368.0 ... 91057.47 6340.0 6354.0 PF
74 PF603 20250929 6352.0 6366.0 ... 117.52 6352.0 6370.0 PF
75 PF604 20250929 6398.0 6442.0 ... 73.85 6422.0 6414.0 PF
76 PF605 20250929 6420.0 6452.0 ... 131.79 6430.0 6440.0 PF
77 PF606 20250929 6424.0 6424.0 ... 6.42 6424.0 6436.0 PF
78 PF607 20250929 6410.0 6446.0 ... 9.65 6432.0 6454.0 PF
79 PF608 20250929 6472.0 6472.0 ... 6.45 6448.0 6472.0 PF
80 PF609 20250929 0.0 0.0 ... 0.00 6498.0 6504.0 PF
81 PK510 20250929 7784.0 7820.0 ... 6758.86 7800.0 7784.0 PK
82 PK511 20250929 7802.0 7868.0 ... 358713.17 7834.0 7784.0 PK
83 PK512 20250929 7776.0 7870.0 ... 119217.42 7826.0 7770.0 PK
84 PK601 20250929 7800.0 7848.0 ... 95841.03 7820.0 7768.0 PK
85 PK603 20250929 7830.0 7862.0 ... 404.03 7846.0 7804.0 PK
86 PK604 20250929 7836.0 7864.0 ... 204.01 7846.0 7820.0 PK
87 PK605 20250929 7840.0 7866.0 ... 5166.75 7846.0 7826.0 PK
88 PL601 20250929 6376.0 6406.0 ... 41908.30 6375.0 6376.0 PL
89 PL602 20250929 6402.0 6413.0 ... 256.11 6403.0 6399.0 PL
90 PL603 20250929 6411.0 6436.0 ... 25.69 6424.0 6402.0 PL
91 PL604 20250929 6419.0 6442.0 ... 38.55 6425.0 6407.0 PL
92 PL605 20250929 6373.0 6386.0 ... 165.65 6371.0 6350.0 PL
93 PL606 20250929 6440.0 6440.0 ... 25.72 6430.0 6428.0 PL
94 PL607 20250929 0.0 0.0 ... 0.00 6399.0 6399.0 PL
95 PL608 20250929 6440.0 6440.0 ... 12.88 6440.0 6499.0 PL
96 PL609 20250929 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250929 5854.0 5854.0 ... 498.23 5828.0 5848.0 PR
104 PR511 20250929 5810.0 5822.0 ... 370379.70 5798.0 5818.0 PR
105 PR512 20250929 5804.0 5826.0 ... 448589.44 5802.0 5818.0 PR
106 PR601 20250929 5806.0 5826.0 ... 197224.95 5802.0 5808.0 PR
107 PR602 20250929 5816.0 5870.0 ... 621.77 5838.0 5844.0 PR
108 PR603 20250929 5810.0 5886.0 ... 764.43 5858.0 5832.0 PR
109 PR604 20250929 5830.0 5916.0 ... 538.82 5890.0 5854.0 PR
110 PR605 20250929 5836.0 5938.0 ... 620.03 5906.0 5864.0 PR
111 PR606 20250929 5916.0 5952.0 ... 71.27 5940.0 5902.0 PR
112 PR607 20250929 5926.0 5954.0 ... 124.75 5940.0 5902.0 PR
113 PR608 20250929 5922.0 5922.0 ... 53.25 5918.0 5914.0 PR
114 PR609 20250929 5940.0 5940.0 ... 62.03 5908.0 5918.0 PR
115 PX510 20250929 6674.0 6682.0 ... 387.90 6632.0 6668.0 PX
116 PX511 20250929 6666.0 6700.0 ... 597824.37 6664.0 6664.0 PX
117 PX512 20250929 6654.0 6682.0 ... 235327.92 6650.0 6648.0 PX
118 PX601 20250929 6652.0 6672.0 ... 145505.81 6640.0 6646.0 PX
119 PX602 20250929 6652.0 6678.0 ... 9133.01 6648.0 6660.0 PX
120 PX603 20250929 6634.0 6664.0 ... 53.06 6634.0 6630.0 PX
121 PX604 20250929 6616.0 6622.0 ... 6.62 6620.0 6658.0 PX
122 PX605 20250929 6658.0 6700.0 ... 617.00 6670.0 6686.0 PX
123 PX606 20250929 6656.0 6656.0 ... 3.33 6656.0 6682.0 PX
124 PX607 20250929 6632.0 6690.0 ... 23.26 6646.0 6670.0 PX
125 PX608 20250929 0.0 0.0 ... 0.00 6686.0 6686.0 PX
126 PX609 20250929 6730.0 6730.0 ... 6.71 6714.0 6690.0 PX
127 RI511 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250929 2467.0 2487.0 ... 8227.56 2472.0 2474.0 RM
134 RM601 20250929 2411.0 2430.0 ... 522729.44 2413.0 2429.0 RM
135 RM603 20250929 2343.0 2346.0 ... 5931.30 2338.0 2346.0 RM
136 RM605 20250929 2330.0 2336.0 ... 101374.11 2328.0 2334.0 RM
137 RM607 20250929 2321.0 2328.0 ... 9704.08 2319.0 2322.0 RM
138 RM608 20250929 2421.0 2427.0 ... 420.85 2419.0 2423.0 RM
139 RM609 20250929 2410.0 2415.0 ... 2280.62 2408.0 2414.0 RM
140 RS511 20250929 5429.0 5429.0 ... 297.83 5318.0 5368.0 RS
141 RS607 20250929 5580.0 5588.0 ... 150.33 5568.0 5571.0 RS
142 RS608 20250929 5543.0 5589.0 ... 122.44 5565.0 5558.0 RS
143 RS609 20250929 5543.0 5583.0 ... 77.86 5561.0 5559.0 RS
144 SA510 20250929 1207.0 1207.0 ... 14570.42 1201.0 1212.0 SA
145 SA511 20250929 1215.0 1219.0 ... 398360.49 1209.0 1224.0 SA
146 SA512 20250929 1278.0 1283.0 ... 258006.82 1272.0 1287.0 SA
147 SA601 20250929 1291.0 1295.0 ... 2455419.25 1284.0 1301.0 SA
148 SA602 20250929 1322.0 1325.0 ... 185719.65 1311.0 1331.0 SA
149 SA603 20250929 1330.0 1333.0 ... 3842.56 1322.0 1339.0 SA
150 SA604 20250929 1371.0 1379.0 ... 1088.96 1365.0 1386.0 SA
151 SA605 20250929 1383.0 1387.0 ... 153744.58 1373.0 1392.0 SA
152 SA606 20250929 1393.0 1401.0 ... 877.84 1389.0 1405.0 SA
153 SA607 20250929 1395.0 1403.0 ... 1861.12 1391.0 1408.0 SA
154 SA608 20250929 1424.0 1436.0 ... 916.92 1428.0 1440.0 SA
155 SA609 20250929 1438.0 1443.0 ... 5361.06 1434.0 1446.0 SA
156 SF510 20250929 5454.0 5478.0 ... 4879.87 5402.0 5480.0 SF
157 SF511 20250929 5620.0 5678.0 ... 957047.42 5590.0 5680.0 SF
158 SF512 20250929 5620.0 5654.0 ... 204478.47 5574.0 5658.0 SF
159 SF601 20250929 5600.0 5638.0 ... 380717.72 5558.0 5644.0 SF
160 SF602 20250929 5550.0 5594.0 ... 47522.51 5524.0 5602.0 SF
161 SF603 20250929 5706.0 5766.0 ... 1214.64 5704.0 5768.0 SF
162 SF604 20250929 5702.0 5740.0 ... 11.42 5708.0 5754.0 SF
163 SF605 20250929 5714.0 5742.0 ... 6198.94 5684.0 5768.0 SF
164 SF606 20250929 5668.0 5704.0 ... 138.26 5644.0 5738.0 SF
165 SF607 20250929 5840.0 5852.0 ... 69.61 5802.0 5872.0 SF
166 SF608 20250929 5784.0 5804.0 ... 11.55 5774.0 5884.0 SF
167 SF609 20250929 5758.0 5828.0 ... 71.99 5760.0 5844.0 SF
168 SH510 20250929 2455.0 2466.0 ... 6784.34 2453.0 2455.0 SH
169 SH511 20250929 2489.0 2496.0 ... 597883.78 2479.0 2482.0 SH
170 SH512 20250929 2530.0 2539.0 ... 344078.99 2519.0 2530.0 SH
171 SH601 20250929 2530.0 2536.0 ... 2488833.56 2513.0 2530.0 SH
172 SH602 20250929 2557.0 2562.0 ... 51761.54 2539.0 2559.0 SH
173 SH603 20250929 2570.0 2580.0 ... 2504.88 2553.0 2575.0 SH
174 SH604 20250929 2608.0 2621.0 ... 358.38 2597.0 2617.0 SH
175 SH605 20250929 2620.0 2629.0 ... 21517.02 2604.0 2623.0 SH
176 SH606 20250929 2629.0 2629.0 ... 242.68 2609.0 2638.0 SH
177 SH607 20250929 2626.0 2632.0 ... 320.31 2604.0 2629.0 SH
178 SH608 20250929 2642.0 2642.0 ... 102.47 2627.0 2645.0 SH
179 SH609 20250929 2656.0 2660.0 ... 531.46 2644.0 2659.0 SH
180 SM510 20250929 5738.0 5748.0 ... 3373.43 5684.0 5752.0 SM
181 SM511 20250929 5818.0 5852.0 ... 398459.35 5786.0 5846.0 SM
182 SM512 20250929 5818.0 5858.0 ... 135876.45 5802.0 5852.0 SM
183 SM601 20250929 5834.0 5868.0 ... 831719.66 5802.0 5866.0 SM
184 SM602 20250929 5836.0 5878.0 ... 243624.84 5812.0 5872.0 SM
185 SM603 20250929 5894.0 5894.0 ... 1247.78 5832.0 5904.0 SM
186 SM604 20250929 5868.0 5882.0 ... 8.81 5874.0 5910.0 SM
187 SM605 20250929 5872.0 5900.0 ... 21467.30 5838.0 5900.0 SM
188 SM606 20250929 5860.0 5900.0 ... 73.00 5840.0 5896.0 SM
189 SM607 20250929 5870.0 5912.0 ... 41.05 5864.0 5918.0 SM
190 SM608 20250929 5914.0 5928.0 ... 17.64 5880.0 5936.0 SM
191 SM609 20250929 5868.0 5928.0 ... 930.02 5868.0 5940.0 SM
192 SR511 20250929 5519.0 5530.0 ... 138166.21 5519.0 5520.0 SR
193 SR601 20250929 5485.0 5505.0 ... 789921.09 5489.0 5491.0 SR
194 SR603 20250929 5467.0 5483.0 ... 1713.04 5473.0 5473.0 SR
195 SR605 20250929 5447.0 5463.0 ... 62060.93 5448.0 5452.0 SR
196 SR607 20250929 5451.0 5460.0 ... 4259.43 5447.0 5451.0 SR
197 SR609 20250929 5454.0 5468.0 ... 5573.82 5449.0 5457.0 SR
198 TA510 20250929 4612.0 4632.0 ... 8162.28 4606.0 4626.0 TA
199 TA511 20250929 4620.0 4652.0 ... 273494.08 4626.0 4640.0 TA
200 TA512 20250929 4638.0 4660.0 ... 142326.03 4638.0 4650.0 TA
201 TA601 20250929 4650.0 4672.0 ... 1350166.41 4650.0 4664.0 TA
202 TA602 20250929 4668.0 4684.0 ... 23176.32 4664.0 4674.0 TA
203 TA603 20250929 4680.0 4692.0 ... 451.18 4676.0 4690.0 TA
204 TA604 20250929 4672.0 4672.0 ... 9.32 4662.0 4698.0 TA
205 TA605 20250929 4692.0 4718.0 ... 47510.47 4694.0 4706.0 TA
206 TA606 20250929 4702.0 4702.0 ... 7.04 4696.0 4706.0 TA
207 TA607 20250929 4710.0 4710.0 ... 9.41 4704.0 4718.0 TA
208 TA608 20250929 4712.0 4732.0 ... 9.43 4718.0 4736.0 TA
209 TA609 20250929 4732.0 4756.0 ... 274.84 4740.0 4742.0 TA
210 UR510 20250929 1546.0 1552.0 ... 2939.37 1541.0 1549.0 UR
211 UR511 20250929 1640.0 1642.0 ... 77585.41 1632.0 1649.0 UR
212 UR512 20250929 1645.0 1655.0 ... 24157.22 1646.0 1661.0 UR
213 UR601 20250929 1666.0 1668.0 ... 563687.81 1657.0 1673.0 UR
214 UR602 20250929 1670.0 1675.0 ... 582.02 1663.0 1680.0 UR
215 UR603 20250929 1712.0 1715.0 ... 167.55 1710.0 1725.0 UR
216 UR604 20250929 1716.0 1718.0 ... 211.73 1708.0 1725.0 UR
217 UR605 20250929 1717.0 1718.0 ... 27474.81 1708.0 1725.0 UR
218 UR606 20250929 1720.0 1720.0 ... 666.53 1709.0 1724.0 UR
219 UR607 20250929 1750.0 1750.0 ... 149.94 1743.0 1758.0 UR
220 UR608 20250929 1739.0 1741.0 ... 135.48 1737.0 1745.0 UR
221 UR609 20250929 1735.0 1738.0 ... 550.11 1730.0 1743.0 UR
222 WH511 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 16:26:20,995 - future_1d - INFO - ak.get_czce_daily('2025-09-29') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250929 ... 82180 82500 CU
1 1 CU2511 20250929 ... 82070 82540 CU
2 2 CU2512 20250929 ... 82100 82540 CU
3 3 CU2601 20250929 ... 82020 82530 CU
4 4 CU2602 20250929 ... 82030 82490 CU
5 5 CU2603 20250929 ... 81970 82420 CU
6 6 CU2604 20250929 ... 81960 82450 CU
7 7 CU2605 20250929 ... 82020 82500 CU
8 8 CU2606 20250929 ... 81880 82380 CU
9 9 CU2607 20250929 ... 81790 82200 CU
10 10 CU2608 20250929 ... 81840 82220 CU
11 11 CU2609 20250929 ... 81780 82110 CU
12 12 BC2510 20250929 ... 72820 73250 BC
13 13 BC2511 20250929 ... 73040 73420 BC
14 14 BC2512 20250929 ... 73080 73550 BC
15 15 BC2601 20250929 ... 73160 73160 BC
16 16 BC2602 20250929 ... 73080 73820 BC
17 17 BC2603 20250929 ... 73290 73000 BC
18 18 BC2604 20250929 ... 73000 73000 BC
19 19 BC2605 20250929 ... 72900 72900 BC
20 20 BC2606 20250929 ... 72960 72960 BC
21 21 BC2607 20250929 ... 72900 72840 BC
22 22 BC2608 20250929 ... 73000 73000 BC
23 23 BC2609 20250929 ... 73000 73000 BC
24 24 AL2510 20250929 ... 20695 20765 AL
25 25 AL2511 20250929 ... 20705 20775 AL
26 26 AL2512 20250929 ... 20710 20780 AL
27 27 AL2601 20250929 ... 20715 20780 AL
28 28 AL2602 20250929 ... 20710 20785 AL
29 29 AL2603 20250929 ... 20740 20810 AL
30 30 AL2604 20250929 ... 20780 20840 AL
31 31 AL2605 20250929 ... 20785 20845 AL
32 32 AL2606 20250929 ... 20785 20840 AL
33 33 AL2607 20250929 ... 20775 20860 AL
34 34 AL2608 20250929 ... 20790 20840 AL
35 35 AL2609 20250929 ... 20800 20860 AL
36 36 ZN2510 20250929 ... 21705 22010 ZN
37 37 ZN2511 20250929 ... 21755 22035 ZN
38 38 ZN2512 20250929 ... 21770 22040 ZN
39 39 ZN2601 20250929 ... 21800 22055 ZN
40 40 ZN2602 20250929 ... 21830 22085 ZN
41 41 ZN2603 20250929 ... 21845 22115 ZN
42 42 ZN2604 20250929 ... 21890 22145 ZN
43 43 ZN2605 20250929 ... 21925 22170 ZN
44 44 ZN2606 20250929 ... 21930 22215 ZN
45 45 ZN2607 20250929 ... 21965 22220 ZN
46 46 ZN2608 20250929 ... 21985 22270 ZN
47 47 ZN2609 20250929 ... 22075 22255 ZN
48 48 PB2510 20250929 ... 16965 17055 PB
49 49 PB2511 20250929 ... 16965 17090 PB
50 50 PB2512 20250929 ... 16980 17110 PB
51 51 PB2601 20250929 ... 16990 17125 PB
52 52 PB2602 20250929 ... 16960 17135 PB
53 53 PB2603 20250929 ... 16970 17145 PB
54 54 PB2604 20250929 ... 17015 17150 PB
55 55 PB2605 20250929 ... 17045 17150 PB
56 56 PB2606 20250929 ... 17025 17220 PB
57 57 PB2607 20250929 ... 17175 17175 PB
58 58 PB2608 20250929 ... 17080 17210 PB
59 59 PB2609 20250929 ... 17230 17230 PB
60 60 NI2510 20250929 ... 120770 121620 NI
61 61 NI2511 20250929 ... 121050 121840 NI
62 62 NI2512 20250929 ... 121260 121970 NI
63 63 NI2601 20250929 ... 121460 122210 NI
64 64 NI2602 20250929 ... 121730 122270 NI
65 65 NI2603 20250929 ... 121850 122550 NI
66 66 NI2604 20250929 ... 122110 122830 NI
67 67 NI2605 20250929 ... 122330 123060 NI
68 68 NI2606 20250929 ... 122550 123250 NI
69 69 NI2607 20250929 ... 122790 123370 NI
70 70 NI2608 20250929 ... 123120 123860 NI
71 71 NI2609 20250929 ... 123490 124150 NI
72 72 SN2510 20250929 ... 272130 273130 SN
73 73 SN2511 20250929 ... 272520 273550 SN
74 74 SN2512 20250929 ... 272770 273960 SN
75 75 SN2601 20250929 ... 272990 273970 SN
76 76 SN2602 20250929 ... 272820 274200 SN
77 77 SN2603 20250929 ... 272840 274160 SN
78 78 SN2604 20250929 ... 273300 274280 SN
79 79 SN2605 20250929 ... 273470 274930 SN
80 80 SN2606 20250929 ... 274360 274760 SN
81 81 SN2607 20250929 ... 274550 274780 SN
82 82 SN2608 20250929 ... 274910 275430 SN
83 83 SN2609 20250929 ... 274820 275640 SN
84 84 AO2510 20250929 ... 2850 2871 AO
85 85 AO2511 20250929 ... 2866 2904 AO
86 86 AO2512 20250929 ... 2884 2902 AO
87 87 AO2601 20250929 ... 2893 2916 AO
88 88 AO2602 20250929 ... 2904 2928 AO
89 89 AO2603 20250929 ... 2976 2991 AO
90 90 AO2604 20250929 ... 2986 3001 AO
91 91 AO2605 20250929 ... 2987 3007 AO
92 92 AO2606 20250929 ... 2997 3015 AO
93 93 AO2607 20250929 ... 3001 3021 AO
94 94 AO2608 20250929 ... 3009 3031 AO
95 95 AO2609 20250929 ... 3027 3048 AO
96 96 AD2511 20250929 ... 20215 20315 AD
97 97 AD2512 20250929 ... 20280 20370 AD
98 98 AD2601 20250929 ... 20310 20385 AD
99 99 AD2602 20250929 ... 20320 20410 AD
100 100 AD2603 20250929 ... 20335 20300 AD
101 101 AD2604 20250929 ... 20320 20320 AD
102 102 AD2605 20250929 ... 20310 20320 AD
103 103 AD2606 20250929 ... 20330 20385 AD
104 104 AD2607 20250929 ... 20510 20510 AD
105 105 AD2608 20250929 ... 20515 20515 AD
106 106 AD2609 20250929 ... 20335 20335 AD
107 107 AU2510 20250929 ... 858 851.5 AU
108 108 AU2511 20250929 ... 858.82 853.38 AU
109 109 AU2512 20250929 ... 861.66 855 AU
110 110 AU2602 20250929 ... 863.72 857.82 AU
111 111 AU2604 20250929 ... 865.32 859.92 AU
112 112 AU2606 20250929 ... 868.74 862.34 AU
113 113 AU2608 20250929 ... 871.46 865.8 AU
114 114 AU2610 20250929 ... 874.82 868.42 AU
115 115 AG2510 20250929 ... 10776 10483 AG
116 116 AG2511 20250929 ... 10819 10509 AG
117 117 AG2512 20250929 ... 10835 10526 AG
118 118 AG2601 20250929 ... 10830 10528 AG
119 119 AG2602 20250929 ... 10855 10542 AG
120 120 AG2603 20250929 ... 10850 10527 AG
121 121 AG2604 20250929 ... 10870 10545 AG
122 122 AG2605 20250929 ... 10879 10553 AG
123 123 AG2606 20250929 ... 10888 10553 AG
124 124 AG2607 20250929 ... 10914 10548 AG
125 125 AG2608 20250929 ... 10902 10572 AG
126 126 AG2609 20250929 ... 10935 10613 AG
127 127 RB2510 20250929 ... 3016 3050 RB
128 128 RB2511 20250929 ... 3032 3083 RB
129 129 RB2512 20250929 ... 3090 3121 RB
130 130 RB2601 20250929 ... 3107 3139 RB
131 131 RB2602 20250929 ... 3111 3139 RB
132 132 RB2603 20250929 ... 3125 3157 RB
133 133 RB2604 20250929 ... 3146 3177 RB
134 134 RB2605 20250929 ... 3164 3197 RB
135 135 RB2606 20250929 ... 3182 3210 RB
136 136 RB2607 20250929 ... 3188 3217 RB
137 137 RB2608 20250929 ... 3194 3220 RB
138 138 RB2609 20250929 ... 3200 3232 RB
139 139 WR2510 20250929 ... 3205 3219 WR
140 140 WR2511 20250929 ... 3300 3329 WR
141 141 WR2512 20250929 ... 3309 3324 WR
142 142 WR2601 20250929 ... 3314 3342 WR
143 143 WR2602 20250929 ... 3301 3400 WR
144 144 WR2603 20250929 ... 3351 3351 WR
145 145 WR2604 20250929 ... 3340 3370 WR
146 146 WR2605 20250929 ... 3386 3386 WR
147 147 WR2606 20250929 ... 3367 3383 WR
148 148 WR2607 20250929 ... 3390 3390 WR
149 149 WR2608 20250929 ... 3378 3385 WR
150 150 WR2609 20250929 ... 3458 3458 WR
151 151 HC2510 20250929 ... 3395 3404 HC
152 152 HC2511 20250929 ... 3352 3385 HC
153 153 HC2512 20250929 ... 3335 3358 HC
154 154 HC2601 20250929 ... 3304 3330 HC
155 155 HC2602 20250929 ... 3304 3330 HC
156 156 HC2603 20250929 ... 3306 3333 HC
157 157 HC2604 20250929 ... 3311 3337 HC
158 158 HC2605 20250929 ... 3310 3337 HC
159 159 HC2606 20250929 ... 3316 3346 HC
160 160 HC2607 20250929 ... 3318 3355 HC
161 161 HC2608 20250929 ... 3327 3359 HC
162 162 HC2609 20250929 ... 3333 3364 HC
163 163 SS2510 20250929 ... 12670 12735 SS
164 164 SS2511 20250929 ... 12785 12850 SS
165 165 SS2512 20250929 ... 12810 12890 SS
166 166 SS2601 20250929 ... 12880 12950 SS
167 167 SS2602 20250929 ... 12930 12985 SS
168 168 SS2603 20250929 ... 13035 13100 SS
169 169 SS2604 20250929 ... 13100 13160 SS
170 170 SS2605 20250929 ... 13170 13240 SS
171 171 SS2606 20250929 ... 13230 13305 SS
172 172 SS2607 20250929 ... 13290 13350 SS
173 173 SS2608 20250929 ... 13350 13400 SS
174 174 SS2609 20250929 ... 13410 13465 SS
175 175 SC2510 20250929 ... 486.4 487.5 SC
176 176 SC2511 20250929 ... 494.5 489.1 SC
177 177 SC2512 20250929 ... 495.1 490.8 SC
178 178 SC2601 20250929 ... 494.9 490.7 SC
179 179 SC2602 20250929 ... 493.7 489.9 SC
180 180 SC2603 20250929 ... 491.7 490 SC
181 181 SC2604 20250929 ... 490.3 490.3 SC
182 182 SC2605 20250929 ... 489.6 491.2 SC
183 183 SC2606 20250929 ... 490 488.9 SC
184 184 SC2607 20250929 ... 490.4 484.9 SC
185 185 SC2608 20250929 ... 492.8 486.6 SC
186 186 SC2609 20250929 ... 489 483.8 SC
187 187 SC2612 20250929 ... 475.2 479.5 SC
188 188 SC2703 20250929 ... 472.1 473.1 SC
189 189 SC2706 20250929 ... 477 477 SC
190 190 SC2709 20250929 ... 477 477 SC
191 191 SC2712 20250929 ... 479.2 475.9 SC
192 192 SC2803 20250929 ... 475.1 475 SC
193 193 SC2806 20250929 ... 473.5 473.8 SC
194 194 SC2809 20250929 ... 472.1 472.1 SC
195 195 LU2510 20250929 ... 3450 3450 LU
196 196 LU2511 20250929 ... 3482 3470 LU
197 197 LU2512 20250929 ... 3494 3471 LU
198 198 LU2601 20250929 ... 3481 3459 LU
199 199 LU2602 20250929 ... 3455 3440 LU
200 200 LU2603 20250929 ... 3456 3425 LU
201 201 LU2604 20250929 ... 3439 3407 LU
202 202 LU2605 20250929 ... 3440 3437 LU
203 203 LU2606 20250929 ... 3459 3427 LU
204 204 LU2607 20250929 ... 3439 3418 LU
205 205 LU2608 20250929 ... 3420 3392 LU
206 206 LU2609 20250929 ... 3409 3379 LU
207 207 FU2510 20250929 ... 3025 2991 FU
208 208 FU2511 20250929 ... 3057 3002 FU
209 209 FU2512 20250929 ... 2977 2942 FU
210 210 FU2601 20250929 ... 2937 2914 FU
211 211 FU2602 20250929 ... 2912 2893 FU
212 212 FU2603 20250929 ... 2900 2880 FU
213 213 FU2604 20250929 ... 2885 2857 FU
214 214 FU2605 20250929 ... 2870 2843 FU
215 215 FU2606 20250929 ... 2849 2833 FU
216 216 FU2607 20250929 ... 2818 2797 FU
217 217 FU2608 20250929 ... 2785 2769 FU
218 218 FU2609 20250929 ... 2764 2748 FU
219 219 BU2510 20250929 ... 3471 3472 BU
220 220 BU2511 20250929 ... 3454 3451 BU
221 221 BU2512 20250929 ... 3411 3408 BU
222 222 BU2601 20250929 ... 3395 3387 BU
223 223 BU2602 20250929 ... 3399 3389 BU
224 224 BU2603 20250929 ... 3412 3407 BU
225 225 BU2604 20250929 ... 3400 3373 BU
226 226 BU2605 20250929 ... 3412 3416 BU
227 227 BU2606 20250929 ... 3403 3404 BU
228 228 BU2607 20250929 ... 3407 3407 BU
229 229 BU2608 20250929 ... 3394 3384 BU
230 230 BU2609 20250929 ... 3396 3386 BU
231 231 BU2612 20250929 ... 3337 3340 BU
232 232 BU2703 20250929 ... 3347 3329 BU
233 233 BU2706 20250929 ... 3346 3347 BU
234 234 BU2709 20250929 ... 3360 3354 BU
235 235 BR2510 20250929 ... 11320 11385 BR
236 236 BR2511 20250929 ... 11285 11360 BR
237 237 BR2512 20250929 ... 11280 11365 BR
238 238 BR2601 20250929 ... 11270 11340 BR
239 239 BR2602 20250929 ... 11245 11330 BR
240 240 BR2603 20250929 ... 11355 11355 BR
241 241 BR2604 20250929 ... 11320 11385 BR
242 242 BR2605 20250929 ... 11345 11430 BR
243 243 BR2606 20250929 ... 11350 11440 BR
244 244 BR2607 20250929 ... 11490 11635 BR
245 245 BR2608 20250929 ... 11490 11610 BR
246 246 BR2609 20250929 ... 11565 11675 BR
247 247 RU2510 20250929 ... 14475 14530 RU
248 248 RU2511 20250929 ... 14475 14555 RU
249 249 RU2601 20250929 ... 15340 15425 RU
250 250 RU2603 20250929 ... 15325 15425 RU
251 251 RU2604 20250929 ... 15335 15425 RU
252 252 RU2605 20250929 ... 15305 15395 RU
253 253 RU2606 20250929 ... 15240 15400 RU
254 254 RU2607 20250929 ... 15350 15395 RU
255 255 RU2608 20250929 ... 15410 15405 RU
256 256 RU2609 20250929 ... 15290 15370 RU
257 257 NR2510 20250929 ... 12370 12320 NR
258 258 NR2511 20250929 ... 12370 12350 NR
259 259 NR2512 20250929 ... 12375 12375 NR
260 260 NR2601 20250929 ... 12405 12395 NR
261 261 NR2602 20250929 ... 12405 12380 NR
262 262 NR2603 20250929 ... 12365 12455 NR
263 263 NR2604 20250929 ... 12435 12390 NR
264 264 NR2605 20250929 ... 12425 12460 NR
265 265 NR2606 20250929 ... 12430 12465 NR
266 266 NR2607 20250929 ... 12550 12650 NR
267 267 NR2608 20250929 ... 12555 12685 NR
268 268 NR2609 20250929 ... 12510 12510 NR
269 269 SP2510 20250929 ... 4866 5000 SP
270 270 SP2511 20250929 ... 4922 5034 SP
271 271 SP2512 20250929 ... 4940 5050 SP
272 272 SP2601 20250929 ... 5204 5290 SP
273 273 SP2602 20250929 ... 5202 5282 SP
274 274 SP2603 20250929 ... 5218 5302 SP
275 275 SP2604 20250929 ... 5250 5312 SP
276 276 SP2605 20250929 ... 5242 5308 SP
277 277 SP2606 20250929 ... 5248 5296 SP
278 278 SP2607 20250929 ... 5244 5300 SP
279 279 SP2608 20250929 ... 5262 5316 SP
280 280 SP2609 20250929 ... 5258 5318 SP
281 281 OP2601 20250929 ... 4232 4232 OP
282 282 OP2602 20250929 ... 4228 4228 OP
283 283 OP2603 20250929 ... 4250 4260 OP
284 284 OP2604 20250929 ... 4262 4274 OP
285 285 OP2605 20250929 ... 4266 4266 OP
286 286 OP2606 20250929 ... 4236 4236 OP
287 287 OP2607 20250929 ... 4238 4238 OP
288 288 OP2608 20250929 ... 4238 4240 OP
289 289 OP2609 20250929 ... 4330 4334 OP
290 290 EC2510 20250929 ... 1122 1150.8 EC
291 291 EC2512 20250929 ... 1735 1780.6 EC
292 292 EC2602 20250929 ... 1644.7 1691.9 EC
293 293 EC2604 20250929 ... 1253.1 1279.1 EC
294 294 EC2606 20250929 ... 1453.8 1482.6 EC
295 295 EC2608 20250929 ... 1598.9 1631 EC
296 296 SC_TAS2511 20250929 ... SC_TAS
297 297 SC_TAS2512 20250929 ... SC_TAS
298 298 SC_TAS2601 20250929 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 16:26:21,101 - future_1d - INFO - ak.get_shfe_daily('2025-09-29') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250929 488.1 505 ... 1945.63 486.4 487.5 SC
1 SC2511 20250929 492.1 499.2 ... 4743445.34 494.5 489.1 SC
2 SC2512 20250929 493.3 499.6 ... 1085522.81 495.1 490.8 SC
3 SC2601 20250929 493.3 499.5 ... 237010.04 494.9 490.7 SC
4 SC2602 20250929 494 498.9 ... 63648.63 493.7 489.9 SC
5 SC2603 20250929 492.7 497.8 ... 25421.15 491.7 490 SC
6 SC2604 20250929 495.4 496.8 ... 13338.42 490.3 490.3 SC
7 SC2605 20250929 492.5 497.2 ... 15766.67 489.6 491.2 SC
8 SC2606 20250929 490.6 496.6 ... 16122.84 490 488.9 SC
9 SC2607 20250929 494.6 494.8 ... 392.33 490.4 484.9 SC
10 SC2608 20250929 493.5 493.5 ... 98.56 492.8 486.6 SC
11 SC2609 20250929 491 492.3 ... 293.45 489 483.8 SC
12 SC2612 20250929 475.2 475.2 ... 47.52 475.2 479.5 SC
13 SC2703 20250929 472.1 472.1 ... 47.21 472.1 473.1 SC
14 SC2706 20250929 ... 0 477 477 SC
15 SC2709 20250929 ... 0 477 477 SC
16 SC2712 20250929 477.6 482.2 ... 479.29 479.2 475.9 SC
17 SC2803 20250929 475 477.9 ... 285.07 475.1 475 SC
18 SC2806 20250929 472.4 476.2 ... 520.88 473.5 473.8 SC
19 SC2809 20250929 ... 0 472.1 472.1 SC
21 LU2510 20250929 ... 0 3450 3450 LU
22 LU2511 20250929 3489 3527 ... 238222.826 3482 3470 LU
23 LU2512 20250929 3481 3540 ... 200238.01 3494 3471 LU
24 LU2601 20250929 3480 3528 ... 94948.303 3481 3459 LU
25 LU2602 20250929 3451 3505 ... 3556.073 3455 3440 LU
26 LU2603 20250929 3442 3498 ... 1361.94 3456 3425 LU
27 LU2604 20250929 3454 3461 ... 44.717 3439 3407 LU
28 LU2605 20250929 3451 3454 ... 58.489 3440 3437 LU
29 LU2606 20250929 3449 3467 ... 10.378 3459 3427 LU
30 LU2607 20250929 3418 3458 ... 34.39 3439 3418 LU
31 LU2608 20250929 3415 3439 ... 30.78 3420 3392 LU
32 LU2609 20250929 3396 3429 ... 64.773 3409 3379 LU
34 NR2510 20250929 12425 12455 ... 28212.04 12370 12320 NR
35 NR2511 20250929 12450 12475 ... 1153395.56 12370 12350 NR
36 NR2512 20250929 12430 12485 ... 395493.37 12375 12375 NR
37 NR2601 20250929 12465 12505 ... 211166.935 12405 12395 NR
38 NR2602 20250929 12470 12470 ... 4864.5 12405 12380 NR
39 NR2603 20250929 12390 12485 ... 1422.075 12365 12455 NR
40 NR2604 20250929 12485 12495 ... 348.24 12435 12390 NR
41 NR2605 20250929 12460 12535 ... 186.43 12425 12460 NR
42 NR2606 20250929 12430 12430 ... 12.43 12430 12465 NR
43 NR2607 20250929 12500 12600 ... 25.1 12550 12650 NR
44 NR2608 20250929 12520 12650 ... 50.22 12555 12685 NR
45 NR2609 20250929 ... 0 12510 12510 NR
47 BC2510 20250929 72980 73160 ... 88849.76 72820 73250 BC
48 BC2511 20250929 73090 73350 ... 285677.51 73040 73420 BC
49 BC2512 20250929 73150 73480 ... 5590.91 73080 73550 BC
50 BC2601 20250929 ... 0 73160 73160 BC
51 BC2602 20250929 72990 73600 ... 109.625 73080 73820 BC
52 BC2603 20250929 ... 0 73290 73000 BC
53 BC2604 20250929 ... 0 73000 73000 BC
54 BC2605 20250929 ... 0 72900 72900 BC
55 BC2606 20250929 ... 0 72960 72960 BC
56 BC2607 20250929 ... 0 72900 72840 BC
57 BC2608 20250929 ... 0 73000 73000 BC
58 BC2609 20250929 ... 0 73000 73000 BC
60 EC2510 20250929 1141 1154.5 ... 93576.7345 1122 1150.8 EC
61 EC2512 20250929 1763 1775.3 ... 103054.394 1735 1780.6 EC
62 EC2602 20250929 1668.1 1684.6 ... 32984.4615 1644.7 1691.9 EC
63 EC2604 20250929 1260 1261.5 ... 7450.222 1253.1 1279.1 EC
64 EC2606 20250929 1463.6 1478 ... 705.1215 1453.8 1482.6 EC
65 EC2608 20250929 1601.1 1607.9 ... 599.612 1598.9 1631 EC
68 SC_TAS2511 20250929 ... SC_TAS
69 SC_TAS2512 20250929 ... SC_TAS
70 SC_TAS2601 20250929 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 16:26:21,165 - future_1d - INFO - ak.get_ine_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 PS2510 20250929 51285.0 ... 51180.0 51505.0 PS
1 PS2511 20250929 50950.0 ... 50825.0 51420.0 PS
2 PS2512 20250929 53335.0 ... 53265.0 53780.0 PS
3 PS2601 20250929 52920.0 ... 52840.0 53310.0 PS
4 PS2602 20250929 52740.0 ... 52755.0 53110.0 PS
5 PS2603 20250929 52670.0 ... 52695.0 53220.0 PS
6 PS2604 20250929 52605.0 ... 52835.0 53190.0 PS
7 PS2605 20250929 53415.0 ... 52525.0 53080.0 PS
8 PS2606 20250929 54560.0 ... 54545.0 54975.0 PS
9 PS2607 20250929 54435.0 ... 54395.0 54945.0 PS
10 PS2608 20250929 54175.0 ... 54205.0 54565.0 PS
11 PS2609 20250929 54005.0 ... 54000.0 54550.0 PS
13 SI2510 20250929 8835.0 ... 8675.0 8975.0 SI
14 SI2511 20250929 8850.0 ... 8655.0 9000.0 SI
15 SI2512 20250929 9240.0 ... 9045.0 9395.0 SI
16 SI2601 20250929 9215.0 ... 8995.0 9360.0 SI
17 SI2602 20250929 9255.0 ... 9000.0 9360.0 SI
18 SI2603 20250929 9195.0 ... 9020.0 9395.0 SI
19 SI2604 20250929 9190.0 ... 9035.0 9205.0 SI
20 SI2605 20250929 9265.0 ... 9035.0 9390.0 SI
21 SI2606 20250929 9165.0 ... 9080.0 9400.0 SI
22 SI2607 20250929 9205.0 ... 9070.0 9390.0 SI
23 SI2608 20250929 9180.0 ... 9055.0 9415.0 SI
24 SI2609 20250929 9265.0 ... 9075.0 9410.0 SI
27 LC2510 20250929 72000.0 ... 72720.0 72920.0 LC
28 LC2511 20250929 73100.0 ... 73700.0 73240.0 LC
29 LC2512 20250929 72320.0 ... 73780.0 73340.0 LC
30 LC2601 20250929 72500.0 ... 73640.0 73180.0 LC
31 LC2602 20250929 71960.0 ... 73500.0 72840.0 LC
32 LC2603 20250929 71840.0 ... 73440.0 72940.0 LC
33 LC2604 20250929 72920.0 ... 73840.0 73320.0 LC
34 LC2605 20250929 72460.0 ... 73680.0 73340.0 LC
35 LC2606 20250929 72640.0 ... 73500.0 73160.0 LC
36 LC2607 20250929 72240.0 ... 73380.0 73060.0 LC
37 LC2608 20250929 72700.0 ... 73480.0 73020.0 LC
38 LC2609 20250929 73000.0 ... 73320.0 72980.0 LC
[36 rows x 12 columns]
2025-09-29 16:26:21,409 - future_1d - INFO - ak.get_gfex_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 IC2510 20250929 7224.000 ... 7328.200 7219.600 IC
1 IC2511 20250929 7146.000 ... 7261.200 7151.800 IC
2 IC2512 20250929 7083.800 ... 7210.600 7097.600 IC
3 IC2603 20250929 6926.600 ... 7033.600 6922.000 IC
4 IF2510 20250929 4543.200 ... 4626.200 4555.800 IF
5 IF2511 20250929 4536.600 ... 4614.400 4541.800 IF
6 IF2512 20250929 4530.000 ... 4608.800 4535.200 IF
7 IF2603 20250929 4509.800 ... 4584.000 4509.800 IF
8 IH2510 20250929 2945.000 ... 2985.400 2950.200 IH
9 IH2511 20250929 2944.000 ... 2984.000 2948.000 IH
10 IH2512 20250929 2944.200 ... 2985.400 2949.800 IH
11 IH2603 20250929 2939.600 ... 2985.800 2947.400 IH
12 IM2510 20250929 7372.000 ... 7469.600 7360.800 IM
13 IM2511 20250929 7284.000 ... 7387.800 7272.800 IM
14 IM2512 20250929 7205.000 ... 7316.800 7193.400 IM
15 IM2603 20250929 6988.000 ... 7096.600 6974.400 IM
16 T2512 20250929 107.705 ... 107.660 107.670 T
17 T2603 20250929 107.400 ... 107.340 107.325 T
18 T2606 20250929 107.325 ... 107.260 107.235 T
19 TF2512 20250929 105.575 ... 105.510 105.530 TF
20 TF2603 20250929 105.425 ... 105.395 105.410 TF
21 TF2606 20250929 105.430 ... 105.405 105.400 TF
22 TL2512 20250929 114.350 ... 113.790 114.260 TL
23 TL2603 20250929 114.010 ... 113.440 113.920 TL
24 TL2606 20250929 114.040 ... 113.480 113.910 TL
25 TS2512 20250929 102.350 ... 102.332 102.344 TS
26 TS2603 20250929 102.262 ... 102.244 102.258 TS
27 TS2606 20250929 102.292 ... 102.276 102.262 TS
[28 rows x 12 columns]
2025-09-29 16:26:21,796 - future_1d - INFO - ak.get_cffex_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 a2511 20250929 3939.00 ... 3931.00 3940.00 A
1 a2601 20250929 3906.00 ... 3897.00 3918.00 A
2 a2603 20250929 3904.00 ... 3897.00 3922.00 A
3 a2605 20250929 3935.00 ... 3929.00 3951.00 A
4 a2607 20250929 3931.00 ... 3927.00 3945.00 A
5 a2609 20250929 3928.00 ... 3932.00 3948.00 A
6 b2510 20250929 3591.00 ... 3628.00 3630.00 B
7 b2511 20250929 3609.00 ... 3605.00 3627.00 B
8 b2512 20250929 3630.00 ... 3629.00 3647.00 B
9 b2601 20250929 3627.00 ... 3629.00 3647.00 B
10 b2602 20250929 3639.00 ... 3641.00 3649.00 B
11 b2603 20250929 3602.00 ... 3606.00 3615.00 B
12 b2604 20250929 3504.00 ... 3508.00 3520.00 B
13 b2605 20250929 3443.00 ... 3440.00 3449.00 B
14 b2606 20250929 3412.00 ... 3412.00 3422.00 B
15 b2607 20250929 3421.00 ... 3414.00 3428.00 B
16 b2608 20250929 3515.00 ... 3513.00 3520.00 B
17 b2609 20250929 3529.00 ... 3530.00 3535.00 B
18 bb2511 20250929 141.05 ... 141.75 141.90 BB
19 bb2601 20250929 146.40 ... 146.80 147.00 BB
20 bb2603 20250929 147.00 ... 147.00 147.00 BB
21 bb2605 20250929 0.00 ... 141.70 141.70 BB
22 bb2607 20250929 0.00 ... 146.45 146.45 BB
23 bb2609 20250929 0.00 ... 146.45 146.45 BB
24 bz2603 20250929 5919.00 ... 5895.00 5906.00 BZ
25 bz2604 20250929 5886.00 ... 5880.00 5880.00 BZ
26 bz2605 20250929 5939.00 ... 5894.00 5936.00 BZ
27 bz2606 20250929 0.00 ... 5902.00 5936.00 BZ
28 bz2607 20250929 0.00 ... 5880.00 5880.00 BZ
29 bz2608 20250929 0.00 ... 5858.00 5883.00 BZ
30 bz2609 20250929 0.00 ... 5884.00 5884.00 BZ
31 c2511 20250929 2178.00 ... 2171.00 2176.00 C
32 c2601 20250929 2140.00 ... 2137.00 2137.00 C
33 c2603 20250929 2150.00 ... 2150.00 2146.00 C
34 c2605 20250929 2203.00 ... 2206.00 2203.00 C
35 c2607 20250929 2216.00 ... 2216.00 2213.00 C
36 c2609 20250929 2231.00 ... 2230.00 2228.00 C
37 cs2511 20250929 2479.00 ... 2486.00 2485.00 CS
38 cs2601 20250929 2463.00 ... 2461.00 2467.00 CS
39 cs2603 20250929 2464.00 ... 2463.00 2466.00 CS
40 cs2605 20250929 2548.00 ... 2548.00 2547.00 CS
41 cs2607 20250929 2551.00 ... 2553.00 2551.00 CS
42 cs2609 20250929 2583.00 ... 2585.00 2586.00 CS
43 eb2510 20250929 6899.00 ... 6888.00 6899.00 EB
44 eb2511 20250929 6961.00 ... 6939.00 6939.00 EB
45 eb2512 20250929 6968.00 ... 6948.00 6954.00 EB
46 eb2601 20250929 6992.00 ... 6987.00 6980.00 EB
47 eb2602 20250929 7038.00 ... 7020.00 7021.00 EB
48 eb2603 20250929 7071.00 ... 7043.00 7058.00 EB
49 eb2604 20250929 7108.00 ... 7108.00 7103.00 EB
50 eb2605 20250929 7106.00 ... 7099.00 7103.00 EB
51 eb2606 20250929 7151.00 ... 7152.00 7117.00 EB
52 eb2607 20250929 7153.00 ... 7153.00 7134.00 EB
53 eb2608 20250929 7178.00 ... 7178.00 7177.00 EB
54 eb2609 20250929 0.00 ... 7177.00 7177.00 EB
55 eg2510 20250929 4256.00 ... 4268.00 4269.00 EG
56 eg2511 20250929 4224.00 ... 4217.00 4221.00 EG
57 eg2512 20250929 0.00 ... 4218.00 4218.00 EG
58 eg2601 20250929 4215.00 ... 4225.00 4227.00 EG
59 eg2602 20250929 4227.00 ... 4233.00 4231.00 EG
60 eg2603 20250929 4235.00 ... 4237.00 4252.00 EG
61 eg2604 20250929 4262.00 ... 4262.00 4276.00 EG
62 eg2605 20250929 4276.00 ... 4287.00 4285.00 EG
63 eg2606 20250929 4270.00 ... 4270.00 4300.00 EG
64 eg2607 20250929 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250929 0.00 ... 4346.00 4346.00 EG
66 eg2609 20250929 0.00 ... 4367.00 4367.00 EG
67 fb2510 20250929 1260.50 ... 1266.00 1270.00 FB
68 fb2511 20250929 1251.50 ... 1252.00 1254.50 FB
69 fb2512 20250929 1254.00 ... 1253.00 1255.00 FB
70 fb2601 20250929 1256.00 ... 1255.00 1254.50 FB
71 fb2602 20250929 1253.00 ... 1254.50 1253.50 FB
72 fb2603 20250929 1241.00 ... 1240.00 1243.50 FB
73 fb2604 20250929 0.00 ... 1254.50 1254.50 FB
74 fb2605 20250929 0.00 ... 1299.00 1300.50 FB
75 fb2606 20250929 0.00 ... 1276.50 1276.50 FB
76 fb2607 20250929 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250929 0.00 ... 1308.00 1308.00 FB
78 fb2609 20250929 0.00 ... 1296.00 1296.00 FB
79 i2510 20250929 805.00 ... 803.50 813.50 I
80 i2511 20250929 804.00 ... 801.50 809.50 I
81 i2512 20250929 797.50 ... 794.00 805.00 I
82 i2601 20250929 790.00 ... 785.50 796.50 I
83 i2602 20250929 784.50 ... 780.50 790.50 I
84 i2603 20250929 777.50 ... 775.50 787.50 I
85 i2604 20250929 774.50 ... 771.50 784.50 I
86 i2605 20250929 769.50 ... 765.00 776.50 I
87 i2606 20250929 763.00 ... 760.00 772.00 I
88 i2607 20250929 758.00 ... 755.00 767.00 I
89 i2608 20250929 753.50 ... 750.50 763.50 I
90 i2609 20250929 750.50 ... 745.50 755.50 I
91 j2510 20250929 1580.00 ... 1578.50 1619.50 J
92 j2511 20250929 1617.00 ... 1595.50 1643.50 J
93 j2512 20250929 1649.50 ... 1637.50 1684.50 J
94 j2601 20250929 1699.50 ... 1666.50 1718.50 J
95 j2602 20250929 1703.00 ... 1688.00 1747.50 J
96 j2603 20250929 0.00 ... 1725.00 1778.00 J
97 j2604 20250929 1767.50 ... 1767.50 1841.50 J
98 j2605 20250929 1844.50 ... 1808.00 1862.50 J
99 j2606 20250929 1843.00 ... 1830.50 1901.00 J
100 j2607 20250929 1875.00 ... 1875.00 1903.50 J
101 j2608 20250929 1869.50 ... 1869.50 1919.50 J
102 j2609 20250929 1909.00 ... 1890.50 1933.50 J
103 jd2510 20250929 2946.00 ... 2928.00 2952.00 JD
104 jd2511 20250929 3029.00 ... 3028.00 3051.00 JD
105 jd2512 20250929 3170.00 ... 3175.00 3182.00 JD
106 jd2601 20250929 3350.00 ... 3348.00 3360.00 JD
107 jd2602 20250929 3090.00 ... 3090.00 3106.00 JD
108 jd2603 20250929 3125.00 ... 3113.00 3130.00 JD
109 jd2604 20250929 3241.00 ... 3236.00 3253.00 JD
110 jd2605 20250929 3380.00 ... 3386.00 3385.00 JD
111 jd2606 20250929 3225.00 ... 3226.00 3226.00 JD
112 jd2607 20250929 3470.00 ... 3472.00 3470.00 JD
113 jd2608 20250929 3918.00 ... 3921.00 3918.00 JD
114 jd2609 20250929 3793.00 ... 3796.00 3787.00 JD
115 jm2510 20250929 1026.00 ... 1010.50 1037.00 JM
116 jm2511 20250929 1061.00 ... 1034.50 1071.50 JM
117 jm2512 20250929 1131.00 ... 1102.50 1142.00 JM
118 jm2601 20250929 1191.00 ... 1171.50 1214.50 JM
119 jm2602 20250929 1218.00 ... 1194.00 1237.00 JM
120 jm2603 20250929 1237.00 ... 1216.00 1256.50 JM
121 jm2604 20250929 1256.50 ... 1233.50 1278.50 JM
122 jm2605 20250929 1278.50 ... 1258.50 1304.00 JM
123 jm2606 20250929 1295.00 ... 1270.00 1319.00 JM
124 jm2607 20250929 1312.00 ... 1292.00 1333.50 JM
125 jm2608 20250929 1320.00 ... 1310.00 1350.50 JM
126 jm2609 20250929 1350.00 ... 1333.50 1374.00 JM
127 l2510 20250929 7071.00 ... 7091.00 7072.00 L
128 l2511 20250929 7114.00 ... 7114.00 7103.00 L
129 l2512 20250929 7136.00 ... 7150.00 7138.00 L
130 l2601 20250929 7173.00 ... 7174.00 7163.00 L
131 l2602 20250929 7163.00 ... 7168.00 7161.00 L
132 l2603 20250929 7180.00 ... 7188.00 7186.00 L
133 l2604 20250929 7212.00 ... 7221.00 7210.00 L
134 l2605 20250929 7200.00 ... 7213.00 7200.00 L
135 l2606 20250929 7203.00 ... 7214.00 7208.00 L
136 l2607 20250929 7209.00 ... 7219.00 7227.00 L
137 l2608 20250929 7229.00 ... 7240.00 7245.00 L
138 l2609 20250929 7228.00 ... 7237.00 7228.00 L
139 lg2511 20250929 808.50 ... 809.00 807.50 LG
140 lg2601 20250929 819.50 ... 820.50 820.50 LG
141 lg2603 20250929 826.00 ... 826.50 825.50 LG
142 lg2605 20250929 828.50 ... 827.50 828.50 LG
143 lg2607 20250929 830.00 ... 828.50 829.50 LG
144 lg2609 20250929 820.50 ... 820.50 816.50 LG
145 lh2511 20250929 12550.00 ... 12345.00 12625.00 LH
146 lh2601 20250929 13045.00 ... 12835.00 13180.00 LH
147 lh2603 20250929 12580.00 ... 12450.00 12660.00 LH
148 lh2605 20250929 12980.00 ... 12845.00 13070.00 LH
149 lh2607 20250929 13600.00 ... 13360.00 13655.00 LH
150 lh2609 20250929 14000.00 ... 13980.00 14220.00 LH
151 m2511 20250929 2906.00 ... 2906.00 2916.00 M
152 m2512 20250929 2951.00 ... 2945.00 2960.00 M
153 m2601 20250929 2938.00 ... 2937.00 2949.00 M
154 m2603 20250929 2918.00 ... 2913.00 2921.00 M
155 m2605 20250929 2753.00 ... 2749.00 2755.00 M
156 m2607 20250929 2739.00 ... 2735.00 2744.00 M
157 m2608 20250929 2858.00 ... 2854.00 2860.00 M
158 m2609 20250929 2858.00 ... 2857.00 2863.00 M
159 p2510 20250929 9126.00 ... 9102.00 9126.00 P
160 p2511 20250929 9168.00 ... 9188.00 9208.00 P
161 p2512 20250929 9194.00 ... 9204.00 9232.00 P
162 p2601 20250929 9236.00 ... 9234.00 9266.00 P
163 p2602 20250929 9216.00 ... 9224.00 9218.00 P
164 p2603 20250929 9188.00 ... 9196.00 9160.00 P
165 p2604 20250929 9150.00 ... 9152.00 9154.00 P
166 p2605 20250929 9060.00 ... 9056.00 9076.00 P
167 p2606 20250929 8986.00 ... 8978.00 8978.00 P
168 p2607 20250929 8888.00 ... 8880.00 8876.00 P
169 p2608 20250929 8768.00 ... 8770.00 8776.00 P
170 p2609 20250929 8676.00 ... 8676.00 8686.00 P
171 pg2510 20250929 4438.00 ... 4448.00 4432.00 PG
172 pg2511 20250929 4302.00 ... 4295.00 4285.00 PG
173 pg2512 20250929 4218.00 ... 4213.00 4215.00 PG
174 pg2601 20250929 4155.00 ... 4143.00 4150.00 PG
175 pg2602 20250929 4089.00 ... 4077.00 4085.00 PG
176 pg2603 20250929 4006.00 ... 3996.00 4003.00 PG
177 pg2604 20250929 4364.00 ... 4352.00 4367.00 PG
178 pg2605 20250929 4270.00 ... 4268.00 4285.00 PG
179 pg2606 20250929 0.00 ... 4212.00 4228.00 PG
180 pg2607 20250929 4153.00 ... 4156.00 4154.00 PG
181 pg2608 20250929 4120.00 ... 4101.00 4109.00 PG
182 pg2609 20250929 4098.00 ... 4093.00 4093.00 PG
183 pp2510 20250929 6786.00 ... 6782.00 6795.00 PP
184 pp2511 20250929 6840.00 ... 6823.00 6830.00 PP
185 pp2512 20250929 6869.00 ... 6862.00 6869.00 PP
186 pp2601 20250929 6899.00 ... 6899.00 6900.00 PP
187 pp2602 20250929 6892.00 ... 6888.00 6889.00 PP
188 pp2603 20250929 6884.00 ... 6890.00 6890.00 PP
189 pp2604 20250929 6917.00 ... 6932.00 6917.00 PP
190 pp2605 20250929 6942.00 ... 6940.00 6944.00 PP
191 pp2606 20250929 6908.00 ... 6908.00 6921.00 PP
192 pp2607 20250929 6865.00 ... 6873.00 6893.00 PP
193 pp2608 20250929 6874.00 ... 6884.00 6900.00 PP
194 pp2609 20250929 6906.00 ... 6915.00 6924.00 PP
195 rr2510 20250929 3623.00 ... 3619.00 3623.00 RR
196 rr2511 20250929 3614.00 ... 3613.00 3613.00 RR
197 rr2512 20250929 3617.00 ... 3610.00 3614.00 RR
198 rr2601 20250929 3621.00 ... 3619.00 3620.00 RR
199 rr2602 20250929 3608.00 ... 3609.00 3606.00 RR
200 rr2603 20250929 3616.00 ... 3613.00 3614.00 RR
201 rr2604 20250929 3621.00 ... 3616.00 3616.00 RR
202 rr2605 20250929 3618.00 ... 3615.00 3618.00 RR
203 rr2606 20250929 0.00 ... 3600.00 3600.00 RR
204 rr2607 20250929 0.00 ... 3609.00 3609.00 RR
205 rr2608 20250929 0.00 ... 3614.00 3614.00 RR
206 rr2609 20250929 0.00 ... 3623.00 3614.00 RR
207 v2510 20250929 4788.00 ... 4780.00 4788.00 V
208 v2511 20250929 4812.00 ... 4808.00 4817.00 V
209 v2512 20250929 4848.00 ... 4850.00 4858.00 V
210 v2601 20250929 4894.00 ... 4895.00 4902.00 V
211 v2602 20250929 4932.00 ... 4934.00 4941.00 V
212 v2603 20250929 4959.00 ... 4964.00 4971.00 V
213 v2604 20250929 5158.00 ... 5165.00 5174.00 V
214 v2605 20250929 5192.00 ... 5202.00 5205.00 V
215 v2606 20250929 5220.00 ... 5239.00 5248.00 V
216 v2607 20250929 5263.00 ... 5263.00 5277.00 V
217 v2608 20250929 5296.00 ... 5296.00 5302.00 V
218 v2609 20250929 5336.00 ... 5331.00 5341.00 V
219 y2511 20250929 8160.00 ... 8166.00 8202.00 Y
220 y2512 20250929 8202.00 ... 8210.00 8248.00 Y
221 y2601 20250929 8150.00 ... 8154.00 8192.00 Y
222 y2603 20250929 8112.00 ... 8114.00 8140.00 Y
223 y2605 20250929 7932.00 ... 7932.00 7946.00 Y
224 y2607 20250929 7888.00 ... 7882.00 7908.00 Y
225 y2608 20250929 7884.00 ... 7878.00 7896.00 Y
226 y2609 20250929 7850.00 ... 7858.00 7876.00 Y
[227 rows x 12 columns]
2025-09-29 16:26:22,391 - future_1d - INFO - ak.get_dce_daily('2025-09-29') done
2025-09-29 16:26:24,207 - future_1d - INFO - save future_daily 2025-09-29 add
2025-09-29 16:26:24,214 - future_1d - INFO - 0 1 2 3 4
symbol AP510 AP511 AP512 AP601 AP603
date 2025-09-29 2025-09-29 2025-09-29 2025-09-29 2025-09-29
opencol 8656.0 8401.0 8411.0 8437.0 8286.0
high 8699.0 8523.0 8530.0 8619.0 8419.0
low 8576.0 8401.0 8358.0 8402.0 8273.0
close 8670.0 8481.0 8439.0 8486.0 8324.0
volume 3236.0 5009.0 595.0 136145.0 413.0
open_interest 3951.0 3744.0 417.0 107796.0 388.0
turnover 27982.84 42297.98 5029.49 1159018.15 3448.32
settle 8647.0 8444.0 8453.0 8513.0 8349.0
pre_settle 8628.0 8440.0 8373.0 8384.0 8251.0
variety AP AP AP AP AP
exchange CZCE CZCE CZCE CZCE CZCE
comd AP AP AP AP AP
contract AP510 AP511 AP512 AP601 AP603
contract_yymm 2510 2511 2512 2601 2603
maturity_month 1 2 3 4 6
maturity_day 2 33 63 94 153
=========================================================================
2025-09-29 18:25:31 Mon START TASK.01 future_1d future_daily
=========================================================================
2025-09-29 18:25:33,041 - future_1d - INFO - future_daily check=True check_last=7 start...
index symbol date ... settle pre_settle variety
0 0 CU2510 20250919 ... 79840 79800 CU
1 1 CU2511 20250919 ... 79820 79780 CU
2 2 CU2512 20250919 ... 79810 79760 CU
3 3 CU2601 20250919 ... 79810 79800 CU
4 4 CU2602 20250919 ... 79800 79780 CU
5 5 CU2603 20250919 ... 79830 79840 CU
6 6 CU2604 20250919 ... 79860 79790 CU
7 7 CU2605 20250919 ... 79910 79820 CU
8 8 CU2606 20250919 ... 79850 79780 CU
9 9 CU2607 20250919 ... 79840 79720 CU
10 10 CU2608 20250919 ... 79800 79790 CU
11 11 CU2609 20250919 ... 79780 79830 CU
12 12 BC2510 20250919 ... 70760 70760 BC
13 13 BC2511 20250919 ... 70890 70820 BC
14 14 BC2512 20250919 ... 71670 71670 BC
15 15 BC2601 20250919 ... 71000 71000 BC
16 16 BC2602 20250919 ... 71100 71100 BC
17 17 BC2603 20250919 ... 71200 71200 BC
18 18 BC2604 20250919 ... 71300 71300 BC
19 19 BC2605 20250919 ... 71300 71300 BC
20 20 BC2606 20250919 ... 71400 71400 BC
21 21 BC2607 20250919 ... 71400 71400 BC
22 22 BC2608 20250919 ... 71400 71400 BC
23 23 BC2609 20250919 ... 71550 71550 BC
24 24 AL2510 20250919 ... 20805 20775 AL
25 25 AL2511 20250919 ... 20820 20795 AL
26 26 AL2512 20250919 ... 20820 20790 AL
27 27 AL2601 20250919 ... 20815 20790 AL
28 28 AL2602 20250919 ... 20815 20790 AL
29 29 AL2603 20250919 ... 20840 20810 AL
30 30 AL2604 20250919 ... 20855 20820 AL
31 31 AL2605 20250919 ... 20865 20825 AL
32 32 AL2606 20250919 ... 20850 20845 AL
33 33 AL2607 20250919 ... 20865 20825 AL
34 34 AL2608 20250919 ... 20885 20830 AL
35 35 AL2609 20250919 ... 20850 20835 AL
36 36 ZN2510 20250919 ... 22065 22075 ZN
37 37 ZN2511 20250919 ... 22060 22085 ZN
38 38 ZN2512 20250919 ... 22080 22115 ZN
39 39 ZN2601 20250919 ... 22100 22150 ZN
40 40 ZN2602 20250919 ... 22125 22180 ZN
41 41 ZN2603 20250919 ... 22160 22175 ZN
42 42 ZN2604 20250919 ... 22200 22225 ZN
43 43 ZN2605 20250919 ... 22230 22260 ZN
44 44 ZN2606 20250919 ... 22240 22265 ZN
45 45 ZN2607 20250919 ... 22260 22275 ZN
46 46 ZN2608 20250919 ... 22290 22295 ZN
47 47 ZN2609 20250919 ... 22305 22335 ZN
48 48 PB2510 20250919 ... 17140 17110 PB
49 49 PB2511 20250919 ... 17170 17130 PB
50 50 PB2512 20250919 ... 17175 17135 PB
51 51 PB2601 20250919 ... 17170 17135 PB
52 52 PB2602 20250919 ... 17175 17175 PB
53 53 PB2603 20250919 ... 17190 17190 PB
54 54 PB2604 20250919 ... 17235 17195 PB
55 55 PB2605 20250919 ... 17210 17180 PB
56 56 PB2606 20250919 ... 17145 17145 PB
57 57 PB2607 20250919 ... 17225 17185 PB
58 58 PB2608 20250919 ... 17245 17190 PB
59 59 PB2609 20250919 ... 17210 17220 PB
60 60 NI2510 20250919 ... 121320 121570 NI
61 61 NI2511 20250919 ... 121520 121700 NI
62 62 NI2512 20250919 ... 121810 121890 NI
63 63 NI2601 20250919 ... 121930 122100 NI
64 64 NI2602 20250919 ... 122110 122330 NI
65 65 NI2603 20250919 ... 122540 122460 NI
66 66 NI2604 20250919 ... 122710 122640 NI
67 67 NI2605 20250919 ... 122950 122910 NI
68 68 NI2606 20250919 ... 123120 123030 NI
69 69 NI2607 20250919 ... 123440 123210 NI
70 70 NI2608 20250919 ... 123490 123600 NI
71 71 NI2609 20250919 ... 123530 123850 NI
72 72 SN2510 20250919 ... 268470 270240 SN
73 73 SN2511 20250919 ... 268840 270460 SN
74 74 SN2512 20250919 ... 269060 270420 SN
75 75 SN2601 20250919 ... 269200 270430 SN
76 76 SN2602 20250919 ... 269420 270580 SN
77 77 SN2603 20250919 ... 269440 270650 SN
78 78 SN2604 20250919 ... 270080 271420 SN
79 79 SN2605 20250919 ... 269840 270780 SN
80 80 SN2606 20250919 ... 269920 271460 SN
81 81 SN2607 20250919 ... 270550 272240 SN
82 82 SN2608 20250919 ... 270360 272130 SN
83 83 SN2609 20250919 ... 271330 271810 SN
84 84 AO2510 20250919 ... 2915 2923 AO
85 85 AO2511 20250919 ... 2919 2927 AO
86 86 AO2512 20250919 ... 2927 2935 AO
87 87 AO2601 20250919 ... 2936 2948 AO
88 88 AO2602 20250919 ... 2947 2949 AO
89 89 AO2603 20250919 ... 3016 3019 AO
90 90 AO2604 20250919 ... 3023 3025 AO
91 91 AO2605 20250919 ... 3029 3032 AO
92 92 AO2606 20250919 ... 3032 3036 AO
93 93 AO2607 20250919 ... 3038 3043 AO
94 94 AO2608 20250919 ... 3048 3059 AO
95 95 AO2609 20250919 ... 3062 3081 AO
96 96 AD2511 20250919 ... 20320 20325 AD
97 97 AD2512 20250919 ... 20350 20355 AD
98 98 AD2601 20250919 ... 20380 20345 AD
99 99 AD2602 20250919 ... 20355 20365 AD
100 100 AD2603 20250919 ... 20415 20500 AD
101 101 AD2604 20250919 ... 20345 20485 AD
102 102 AD2605 20250919 ... 20355 20355 AD
103 103 AD2606 20250919 ... 20305 20305 AD
104 104 AD2607 20250919 ... 20510 20510 AD
105 105 AD2608 20250919 ... 20515 20515 AD
106 106 AD2609 20250919 ... 20515 20515 AD
107 107 AU2510 20250919 ... 826.86 831.8 AU
108 108 AU2511 20250919 ... 828.7 832.92 AU
109 109 AU2512 20250919 ... 829.78 833.96 AU
110 110 AU2602 20250919 ... 832.14 836.52 AU
111 111 AU2604 20250919 ... 834.24 838.64 AU
112 112 AU2606 20250919 ... 836.56 840.78 AU
113 113 AU2608 20250919 ... 839.52 843.44 AU
114 114 AU2610 20250919 ... 842.9 846.74 AU
115 115 AG2510 20250919 ... 9903 9882 AG
116 116 AG2511 20250919 ... 9928 9884 AG
117 117 AG2512 20250919 ... 9938 9908 AG
118 118 AG2601 20250919 ... 9951 9921 AG
119 119 AG2602 20250919 ... 9960 9934 AG
120 120 AG2603 20250919 ... 9983 9939 AG
121 121 AG2604 20250919 ... 9989 9961 AG
122 122 AG2605 20250919 ... 10006 9971 AG
123 123 AG2606 20250919 ... 10021 9976 AG
124 124 AG2607 20250919 ... 10032 10001 AG
125 125 AG2608 20250919 ... 10046 10003 AG
126 126 AG2609 20250919 ... 10059 10025 AG
127 127 RB2510 20250919 ... 3069 3057 RB
128 128 RB2511 20250919 ... 3083 3075 RB
129 129 RB2512 20250919 ... 3139 3131 RB
130 130 RB2601 20250919 ... 3158 3149 RB
131 131 RB2602 20250919 ... 3162 3155 RB
132 132 RB2603 20250919 ... 3184 3179 RB
133 133 RB2604 20250919 ... 3198 3217 RB
134 134 RB2605 20250919 ... 3218 3208 RB
135 135 RB2606 20250919 ... 3230 3227 RB
136 136 RB2607 20250919 ... 3241 3240 RB
137 137 RB2608 20250919 ... 3239 3238 RB
138 138 RB2609 20250919 ... 3253 3242 RB
139 139 WR2510 20250919 ... 3283 3279 WR
140 140 WR2511 20250919 ... 3302 3302 WR
141 141 WR2512 20250919 ... 3324 3324 WR
142 142 WR2601 20250919 ... 3349 3349 WR
143 143 WR2602 20250919 ... 3358 3358 WR
144 144 WR2603 20250919 ... 3399 3395 WR
145 145 WR2604 20250919 ... 3389 3389 WR
146 146 WR2605 20250919 ... 3414 3414 WR
147 147 WR2606 20250919 ... 3372 3372 WR
148 148 WR2607 20250919 ... 3390 3390 WR
149 149 WR2608 20250919 ... 3399 3399 WR
150 150 WR2609 20250919 ... 3466 3553 WR
151 151 HC2510 20250919 ... 3400 3403 HC
152 152 HC2511 20250919 ... 3382 3390 HC
153 153 HC2512 20250919 ... 3370 3383 HC
154 154 HC2601 20250919 ... 3362 3368 HC
155 155 HC2602 20250919 ... 3360 3374 HC
156 156 HC2603 20250919 ... 3365 3370 HC
157 157 HC2604 20250919 ... 3371 3373 HC
158 158 HC2605 20250919 ... 3372 3377 HC
159 159 HC2606 20250919 ... 3377 3395 HC
160 160 HC2607 20250919 ... 3384 3402 HC
161 161 HC2608 20250919 ... 3381 3385 HC
162 162 HC2609 20250919 ... 3401 3407 HC
163 163 SS2510 20250919 ... 12755 12790 SS
164 164 SS2511 20250919 ... 12870 12910 SS
165 165 SS2512 20250919 ... 12910 12950 SS
166 166 SS2601 20250919 ... 12970 13020 SS
167 167 SS2602 20250919 ... 13025 13095 SS
168 168 SS2603 20250919 ... 13105 13145 SS
169 169 SS2604 20250919 ... 13155 13205 SS
170 170 SS2605 20250919 ... 13225 13280 SS
171 171 SS2606 20250919 ... 13315 13315 SS
172 172 SS2607 20250919 ... 13350 13350 SS
173 173 SS2608 20250919 ... 13400 13415 SS
174 174 SS2609 20250919 ... 13475 13495 SS
175 175 SC2510 20250919 ... 492.1 495.5 SC
176 176 SC2511 20250919 ... 491.2 496.3 SC
177 177 SC2512 20250919 ... 489.8 493.5 SC
178 178 SC2601 20250919 ... 488.5 491.9 SC
179 179 SC2602 20250919 ... 486.6 490.4 SC
180 180 SC2603 20250919 ... 486 489.8 SC
181 181 SC2604 20250919 ... 486 488 SC
182 182 SC2605 20250919 ... 485.4 487.2 SC
183 183 SC2606 20250919 ... 485.8 487 SC
184 184 SC2607 20250919 ... 484.6 485.2 SC
185 185 SC2608 20250919 ... 483 483.9 SC
186 186 SC2609 20250919 ... 480.8 483.8 SC
187 187 SC2612 20250919 ... 477.1 482.5 SC
188 188 SC2703 20250919 ... 475.1 475.1 SC
189 189 SC2706 20250919 ... 469.2 476.8 SC
190 190 SC2709 20250919 ... 473.2 473.2 SC
191 191 SC2712 20250919 ... 472.9 474.1 SC
192 192 SC2803 20250919 ... 471 471.2 SC
193 193 SC2806 20250919 ... 467.5 472.5 SC
194 194 SC2809 20250919 ... 465.7 465.7 SC
195 195 LU2510 20250919 ... 3372 3418 LU
196 196 LU2511 20250919 ... 3405 3428 LU
197 197 LU2512 20250919 ... 3388 3410 LU
198 198 LU2601 20250919 ... 3382 3403 LU
199 199 LU2602 20250919 ... 3362 3389 LU
200 200 LU2603 20250919 ... 3362 3378 LU
201 201 LU2604 20250919 ... 3345 3365 LU
202 202 LU2605 20250919 ... 3346 3374 LU
203 203 LU2606 20250919 ... 3352 3360 LU
204 204 LU2607 20250919 ... 3350 3358 LU
205 205 LU2608 20250919 ... 3342 3346 LU
206 206 LU2609 20250919 ... 3329 3325 LU
207 207 FU2510 20250919 ... 2834 2811 FU
208 208 FU2511 20250919 ... 2850 2834 FU
209 209 FU2512 20250919 ... 2830 2821 FU
210 210 FU2601 20250919 ... 2818 2807 FU
211 211 FU2602 20250919 ... 2795 2788 FU
212 212 FU2603 20250919 ... 2788 2779 FU
213 213 FU2604 20250919 ... 2783 2773 FU
214 214 FU2605 20250919 ... 2772 2763 FU
215 215 FU2606 20250919 ... 2756 2749 FU
216 216 FU2607 20250919 ... 2737 2738 FU
217 217 FU2608 20250919 ... 2729 2727 FU
218 218 FU2609 20250919 ... 2711 2707 FU
219 219 BU2510 20250919 ... 3433 3443 BU
220 220 BU2511 20250919 ... 3425 3436 BU
221 221 BU2512 20250919 ... 3381 3393 BU
222 222 BU2601 20250919 ... 3361 3375 BU
223 223 BU2602 20250919 ... 3363 3377 BU
224 224 BU2603 20250919 ... 3364 3382 BU
225 225 BU2604 20250919 ... 3364 3367 BU
226 226 BU2605 20250919 ... 3347 3375 BU
227 227 BU2606 20250919 ... 3356 3371 BU
228 228 BU2607 20250919 ... 3348 3348 BU
229 229 BU2608 20250919 ... 3369 3369 BU
230 230 BU2609 20250919 ... 3349 3356 BU
231 231 BU2612 20250919 ... 3314 3314 BU
232 232 BU2703 20250919 ... 3312 3322 BU
233 233 BU2706 20250919 ... 3318 3331 BU
234 234 BU2709 20250919 ... 3342 3314 BU
235 235 BR2510 20250919 ... 11545 11510 BR
236 236 BR2511 20250919 ... 11470 11455 BR
237 237 BR2512 20250919 ... 11460 11450 BR
238 238 BR2601 20250919 ... 11470 11470 BR
239 239 BR2602 20250919 ... 11500 11460 BR
240 240 BR2603 20250919 ... 11475 11490 BR
241 241 BR2604 20250919 ... 11535 11560 BR
242 242 BR2605 20250919 ... 11525 11500 BR
243 243 BR2606 20250919 ... 11630 11635 BR
244 244 BR2607 20250919 ... 11715 11715 BR
245 245 BR2608 20250919 ... 11770 11780 BR
246 246 BR2609 20250919 ... 11645 11675 BR
247 247 RU2510 20250919 ... 14670 14740 RU
248 248 RU2511 20250919 ... 14645 14700 RU
249 249 RU2601 20250919 ... 15530 15630 RU
250 250 RU2603 20250919 ... 15525 15705 RU
251 251 RU2604 20250919 ... 15505 15650 RU
252 252 RU2605 20250919 ... 15515 15610 RU
253 253 RU2606 20250919 ... 15565 15670 RU
254 254 RU2607 20250919 ... 15585 15780 RU
255 255 RU2608 20250919 ... 15585 15660 RU
256 256 RU2609 20250919 ... 15570 15665 RU
257 257 NR2510 20250919 ... 12280 12305 NR
258 258 NR2511 20250919 ... 12290 12330 NR
259 259 NR2512 20250919 ... 12335 12355 NR
260 260 NR2601 20250919 ... 12370 12400 NR
261 261 NR2602 20250919 ... 12405 12455 NR
262 262 NR2603 20250919 ... 12375 12435 NR
263 263 NR2604 20250919 ... 12435 12405 NR
264 264 NR2605 20250919 ... 12470 12455 NR
265 265 NR2606 20250919 ... 12440 12440 NR
266 266 NR2607 20250919 ... 12650 12655 NR
267 267 NR2608 20250919 ... 12685 12685 NR
268 268 NR2609 20250919 ... 12510 12510 NR
269 269 SP2510 20250919 ... 4990 4986 SP
270 270 SP2511 20250919 ... 5020 5008 SP
271 271 SP2512 20250919 ... 5038 5026 SP
272 272 SP2601 20250919 ... 5320 5318 SP
273 273 SP2602 20250919 ... 5310 5316 SP
274 274 SP2603 20250919 ... 5324 5328 SP
275 275 SP2604 20250919 ... 5322 5318 SP
276 276 SP2605 20250919 ... 5338 5336 SP
277 277 SP2606 20250919 ... 5338 5342 SP
278 278 SP2607 20250919 ... 5346 5346 SP
279 279 SP2608 20250919 ... 5344 5338 SP
280 280 SP2609 20250919 ... 5354 5352 SP
281 281 OP2601 20250919 ... 4232 4232 OP
282 282 OP2602 20250919 ... 4232 4234 OP
283 283 OP2603 20250919 ... 4238 4228 OP
284 284 OP2604 20250919 ... 4260 4260 OP
285 285 OP2605 20250919 ... 4256 4256 OP
286 286 OP2606 20250919 ... 4242 4242 OP
287 287 OP2607 20250919 ... 4258 4262 OP
288 288 OP2608 20250919 ... 4244 4242 OP
289 289 OP2609 20250919 ... 4342 4256 OP
290 290 EC2510 20250919 ... 1072.3 1117.6 EC
291 291 EC2512 20250919 ... 1626.1 1663 EC
292 292 EC2602 20250919 ... 1552.7 1564.7 EC
293 293 EC2604 20250919 ... 1250.7 1271.7 EC
294 294 EC2606 20250919 ... 1438.3 1456.6 EC
295 295 EC2608 20250919 ... 1595 1615.3 EC
296 297 SC_TAS2511 20250919 ... SC_TAS
297 298 SC_TAS2512 20250919 ... SC_TAS
298 299 SC_TAS2601 20250919 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:25:33,244 - future_1d - INFO - ak.get_shfe_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 PS2510 20250919 53200.0 ... 53040.0 53200.0 PS
1 PS2511 20250919 53365.0 ... 52910.0 53160.0 PS
2 PS2512 20250919 56000.0 ... 55320.0 55775.0 PS
3 PS2601 20250919 55600.0 ... 55030.0 55590.0 PS
4 PS2602 20250919 55800.0 ... 55135.0 55695.0 PS
5 PS2603 20250919 55775.0 ... 55205.0 55635.0 PS
6 PS2604 20250919 55840.0 ... 54950.0 55870.0 PS
7 PS2605 20250919 55750.0 ... 54930.0 55705.0 PS
8 PS2606 20250919 57620.0 ... 56920.0 58010.0 PS
9 PS2607 20250919 58010.0 ... 56815.0 57890.0 PS
10 PS2608 20250919 58160.0 ... 57180.0 57885.0 PS
11 PS2609 20250919 58200.0 ... 56995.0 57975.0 PS
13 SI2510 20250919 8900.0 ... 8975.0 8940.0 SI
14 SI2511 20250919 8885.0 ... 9025.0 8980.0 SI
15 SI2512 20250919 9300.0 ... 9420.0 9355.0 SI
16 SI2601 20250919 9260.0 ... 9405.0 9355.0 SI
17 SI2602 20250919 9255.0 ... 9425.0 9350.0 SI
18 SI2603 20250919 9365.0 ... 9500.0 9360.0 SI
19 SI2604 20250919 9360.0 ... 9550.0 9385.0 SI
20 SI2605 20250919 9365.0 ... 9405.0 9390.0 SI
21 SI2606 20250919 9375.0 ... 9470.0 9425.0 SI
22 SI2607 20250919 9365.0 ... 9480.0 9385.0 SI
23 SI2608 20250919 9425.0 ... 9475.0 9410.0 SI
24 SI2609 20250919 9345.0 ... 9440.0 9390.0 SI
27 LC2510 20250919 72500.0 ... 73320.0 72620.0 LC
28 LC2511 20250919 72500.0 ... 73460.0 72780.0 LC
29 LC2512 20250919 73000.0 ... 73600.0 72840.0 LC
30 LC2601 20250919 73080.0 ... 73620.0 72840.0 LC
31 LC2602 20250919 72660.0 ... 73280.0 72580.0 LC
32 LC2603 20250919 72520.0 ... 73480.0 72780.0 LC
33 LC2604 20250919 73500.0 ... 74060.0 73520.0 LC
34 LC2605 20250919 73620.0 ... 74040.0 73420.0 LC
35 LC2606 20250919 73280.0 ... 73840.0 73260.0 LC
36 LC2607 20250919 72960.0 ... 73700.0 73160.0 LC
37 LC2608 20250919 73120.0 ... 73740.0 73060.0 LC
38 LC2609 20250919 73320.0 ... 73820.0 72980.0 LC
[36 rows x 12 columns]
2025-09-29 18:25:33,462 - future_1d - INFO - ak.get_gfex_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 IC2509 20250919 7177.200 ... 7182.620 7164.600 IC
1 IC2510 20250919 7120.000 ... 7117.800 7090.800 IC
2 IC2512 20250919 6995.600 ... 6999.000 6960.200 IC
3 IC2603 20250919 6833.000 ... 6831.000 6793.600 IC
4 IF2509 20250919 4493.000 ... 4509.780 4483.400 IF
5 IF2510 20250919 4478.000 ... 4495.000 4470.200 IF
6 IF2512 20250919 4455.000 ... 4470.400 4440.000 IF
7 IF2603 20250919 4425.000 ... 4446.600 4416.400 IF
8 IH2509 20250919 2911.600 ... 2918.050 2907.800 IH
9 IH2510 20250919 2912.400 ... 2917.400 2904.200 IH
10 IH2512 20250919 2917.400 ... 2917.400 2903.400 IH
11 IH2603 20250919 2916.000 ... 2919.600 2906.000 IH
12 IM2509 20250919 7461.400 ... 7448.680 7449.200 IM
13 IM2510 20250919 7380.000 ... 7361.000 7366.800 IM
14 IM2512 20250919 7224.000 ... 7202.200 7206.200 IM
15 IM2603 20250919 7003.400 ... 6994.000 7001.800 IM
16 T2512 20250919 108.080 ... 107.755 108.065 T
17 T2603 20250919 107.715 ... 107.420 107.735 T
18 T2606 20250919 107.590 ... 107.285 107.565 T
19 TF2512 20250919 105.820 ... 105.630 105.815 TF
20 TF2603 20250919 105.695 ... 105.510 105.685 TF
21 TF2606 20250919 105.570 ... 105.420 105.590 TF
22 TL2512 20250919 115.640 ... 114.880 115.680 TL
23 TL2603 20250919 115.320 ... 114.570 115.360 TL
24 TL2606 20250919 115.330 ... 114.540 115.310 TL
25 TS2512 20250919 102.420 ... 102.358 102.414 TS
26 TS2603 20250919 102.330 ... 102.292 102.340 TS
27 TS2606 20250919 102.288 ... 102.274 102.302 TS
[28 rows x 12 columns]
2025-09-29 18:25:33,885 - future_1d - INFO - ak.get_cffex_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250919 8412.0 8454.0 ... 20806.00 8437.0 8427.0 AP
1 AP511 20250919 8281.0 8281.0 ... 3663.69 8233.0 8227.0 AP
2 AP512 20250919 8223.0 8248.0 ... 559.32 8225.0 8215.0 AP
3 AP601 20250919 8285.0 8326.0 ... 362333.54 8290.0 8286.0 AP
4 AP603 20250919 8231.0 8231.0 ... 270.04 8183.0 8185.0 AP
5 AP604 20250919 8200.0 8202.0 ... 40.97 8194.0 8176.0 AP
6 AP605 20250919 8260.0 8278.0 ... 3218.40 8252.0 8237.0 AP
7 CF511 20250919 13650.0 13665.0 ... 325013.22 13625.0 13710.0 CF
8 CF601 20250919 13775.0 13785.0 ... 1682261.08 13745.0 13835.0 CF
9 CF603 20250919 13720.0 13745.0 ... 3898.54 13705.0 13800.0 CF
10 CF605 20250919 13735.0 13760.0 ... 226699.17 13715.0 13795.0 CF
11 CF607 20250919 13755.0 13780.0 ... 1112.91 13740.0 13820.0 CF
12 CF609 20250919 13905.0 13910.0 ... 257.13 13900.0 14000.0 CF
13 CJ512 20250919 10575.0 10705.0 ... 1842.54 10650.0 10670.0 CJ
14 CJ601 20250919 10620.0 10750.0 ... 480287.27 10680.0 10720.0 CJ
15 CJ603 20250919 10635.0 10730.0 ... 12481.12 10655.0 10735.0 CJ
16 CJ605 20250919 10715.0 10810.0 ... 98468.07 10725.0 10810.0 CJ
17 CJ607 20250919 10775.0 10915.0 ... 1497.50 10850.0 10935.0 CJ
18 CJ609 20250919 10940.0 11020.0 ... 377.77 10950.0 11050.0 CJ
19 CY510 20250919 0.0 0.0 ... 0.00 19600.0 19705.0 CY
20 CY511 20250919 19760.0 19825.0 ... 114478.44 19775.0 19880.0 CY
21 CY512 20250919 0.0 0.0 ... 0.00 19690.0 19710.0 CY
22 CY601 20250919 19785.0 19835.0 ... 1158.31 19800.0 19875.0 CY
23 CY602 20250919 0.0 0.0 ... 0.00 19810.0 19810.0 CY
24 CY603 20250919 0.0 0.0 ... 0.00 20160.0 20170.0 CY
25 CY604 20250919 0.0 0.0 ... 0.00 19945.0 19995.0 CY
26 CY605 20250919 0.0 0.0 ... 0.00 19990.0 20025.0 CY
27 CY606 20250919 0.0 0.0 ... 0.00 19975.0 19990.0 CY
28 CY607 20250919 0.0 0.0 ... 0.00 20290.0 20290.0 CY
29 CY608 20250919 0.0 0.0 ... 0.00 19935.0 20100.0 CY
30 CY609 20250919 20240.0 20240.0 ... 10.12 20240.0 20305.0 CY
31 FG510 20250919 1091.0 1103.0 ... 6782.74 1093.0 1096.0 FG
32 FG511 20250919 1093.0 1104.0 ... 141220.65 1095.0 1095.0 FG
33 FG512 20250919 1209.0 1224.0 ... 81857.42 1214.0 1215.0 FG
34 FG601 20250919 1207.0 1223.0 ... 3086629.46 1212.0 1219.0 FG
35 FG602 20250919 1259.0 1279.0 ... 31046.93 1268.0 1271.0 FG
36 FG603 20250919 1265.0 1283.0 ... 2208.02 1268.0 1277.0 FG
37 FG604 20250919 1325.0 1343.0 ... 1201.41 1329.0 1332.0 FG
38 FG605 20250919 1326.0 1348.0 ... 122561.49 1337.0 1333.0 FG
39 FG606 20250919 1358.0 1374.0 ... 816.07 1365.0 1363.0 FG
40 FG607 20250919 1357.0 1374.0 ... 2477.42 1363.0 1358.0 FG
41 FG608 20250919 1381.0 1403.0 ... 884.55 1395.0 1388.0 FG
42 FG609 20250919 1387.0 1407.0 ... 4628.07 1397.0 1390.0 FG
43 JR511 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250919 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250919 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250919 2255.0 2283.0 ... 4617.11 2264.0 2266.0 MA
52 MA511 20250919 2287.0 2309.0 ... 169238.69 2289.0 2291.0 MA
53 MA512 20250919 2325.0 2349.0 ... 79505.69 2333.0 2334.0 MA
54 MA601 20250919 2350.0 2374.0 ... 1782594.23 2356.0 2356.0 MA
55 MA602 20250919 2371.0 2394.0 ... 109582.45 2373.0 2377.0 MA
56 MA603 20250919 2392.0 2412.0 ... 1033.63 2398.0 2392.0 MA
57 MA604 20250919 2391.0 2400.0 ... 59.83 2393.0 2406.0 MA
58 MA605 20250919 2389.0 2390.0 ... 187848.71 2382.0 2389.0 MA
59 MA606 20250919 2382.0 2394.0 ... 9.54 2385.0 2396.0 MA
60 MA607 20250919 2372.0 2378.0 ... 28.48 2373.0 2379.0 MA
61 MA608 20250919 2361.0 2375.0 ... 11.84 2368.0 2386.0 MA
62 MA609 20250919 2360.0 2360.0 ... 1503.31 2353.0 2367.0 MA
63 OI511 20250919 10152.0 10282.0 ... 526388.35 10221.0 10129.0 OI
64 OI601 20250919 9986.0 10114.0 ... 3135766.68 10046.0 9966.0 OI
65 OI603 20250919 9737.0 9844.0 ... 4062.15 9788.0 9741.0 OI
66 OI605 20250919 9501.0 9605.0 ... 110457.56 9558.0 9501.0 OI
67 OI607 20250919 9477.0 9553.0 ... 969.53 9505.0 9469.0 OI
68 OI609 20250919 9448.0 9522.0 ... 455.12 9482.0 9446.0 OI
69 PF510 20250919 6362.0 6366.0 ... 10629.20 6322.0 6404.0 PF
70 PF511 20250919 6352.0 6362.0 ... 681025.57 6320.0 6406.0 PF
71 PF512 20250919 6330.0 6342.0 ... 380648.52 6304.0 6378.0 PF
72 PF601 20250919 6382.0 6386.0 ... 38485.20 6340.0 6420.0 PF
73 PF602 20250919 6386.0 6392.0 ... 104942.44 6358.0 6414.0 PF
74 PF603 20250919 6382.0 6398.0 ... 352.15 6346.0 6456.0 PF
75 PF604 20250919 6444.0 6444.0 ... 291.47 6406.0 6492.0 PF
76 PF605 20250919 6460.0 6460.0 ... 246.97 6416.0 6506.0 PF
77 PF606 20250919 6482.0 6482.0 ... 19.25 6418.0 6516.0 PF
78 PF607 20250919 6414.0 6500.0 ... 16.10 6442.0 6542.0 PF
79 PF608 20250919 0.0 0.0 ... 0.00 6450.0 6566.0 PF
80 PF609 20250919 6480.0 6480.0 ... 6.48 6480.0 6554.0 PF
81 PK510 20250919 7846.0 7918.0 ... 13587.30 7868.0 7842.0 PK
82 PK511 20250919 7866.0 7922.0 ... 677885.13 7876.0 7844.0 PK
83 PK512 20250919 7870.0 7916.0 ... 287234.98 7872.0 7846.0 PK
84 PK601 20250919 7846.0 7906.0 ... 62644.57 7872.0 7834.0 PK
85 PK603 20250919 7866.0 7902.0 ... 622.63 7882.0 7854.0 PK
86 PK604 20250919 7874.0 7900.0 ... 86.72 7884.0 7864.0 PK
87 PK605 20250919 7880.0 7908.0 ... 5897.91 7890.0 7872.0 PK
88 PL601 20250919 6424.0 6462.0 ... 49289.43 6411.0 6443.0 PL
89 PL602 20250919 6458.0 6479.0 ... 2194.38 6454.0 6471.0 PL
90 PL603 20250919 6451.0 6451.0 ... 64.45 6445.0 6502.0 PL
91 PL604 20250919 0.0 0.0 ... 0.00 6463.0 6477.0 PL
92 PL605 20250919 0.0 0.0 ... 0.00 6385.0 6419.0 PL
93 PL606 20250919 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250919 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250919 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250919 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250919 5830.0 5840.0 ... 3783.29 5812.0 5866.0 PR
104 PR511 20250919 5828.0 5830.0 ... 501945.95 5794.0 5878.0 PR
105 PR512 20250919 5834.0 5836.0 ... 386281.19 5806.0 5884.0 PR
106 PR601 20250919 5836.0 5836.0 ... 126679.54 5802.0 5866.0 PR
107 PR602 20250919 5872.0 5876.0 ... 2863.07 5838.0 5892.0 PR
108 PR603 20250919 5846.0 5846.0 ... 52.50 5834.0 5906.0 PR
109 PR604 20250919 5848.0 5848.0 ... 61.23 5832.0 5924.0 PR
110 PR605 20250919 5836.0 5860.0 ... 61.31 5840.0 5960.0 PR
111 PR606 20250919 0.0 0.0 ... 0.00 5904.0 5936.0 PR
112 PR607 20250919 0.0 0.0 ... 0.00 5912.0 5952.0 PR
113 PR608 20250919 0.0 0.0 ... 0.00 5914.0 5958.0 PR
114 PR609 20250919 0.0 0.0 ... 0.00 5910.0 5932.0 PR
115 PX510 20250919 6754.0 6764.0 ... 1384.74 6690.0 6754.0 PX
116 PX511 20250919 6698.0 6718.0 ... 904148.53 6640.0 6764.0 PX
117 PX512 20250919 6690.0 6708.0 ... 338676.96 6644.0 6748.0 PX
118 PX601 20250919 6680.0 6694.0 ... 180923.08 6634.0 6728.0 PX
119 PX602 20250919 6666.0 6694.0 ... 29964.67 6644.0 6720.0 PX
120 PX603 20250919 6624.0 6624.0 ... 9.92 6614.0 6718.0 PX
121 PX604 20250919 6586.0 6586.0 ... 3.29 6586.0 6718.0 PX
122 PX605 20250919 6686.0 6690.0 ... 5504.77 6628.0 6710.0 PX
123 PX606 20250919 6606.0 6606.0 ... 3.30 6606.0 6686.0 PX
124 PX607 20250919 6596.0 6622.0 ... 9.92 6614.0 6734.0 PX
125 PX608 20250919 6622.0 6622.0 ... 3.31 6622.0 6694.0 PX
126 PX609 20250919 6652.0 6658.0 ... 16.63 6652.0 6724.0 PX
127 RI511 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250919 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250919 2508.0 2553.0 ... 26192.61 2527.0 2500.0 RM
134 RM601 20250919 2475.0 2530.0 ... 940248.65 2498.0 2469.0 RM
135 RM603 20250919 2378.0 2417.0 ... 12803.73 2402.0 2378.0 RM
136 RM605 20250919 2361.0 2389.0 ... 139688.21 2374.0 2362.0 RM
137 RM607 20250919 2349.0 2377.0 ... 6926.42 2362.0 2353.0 RM
138 RM608 20250919 2450.0 2470.0 ... 1160.23 2458.0 2457.0 RM
139 RM609 20250919 2436.0 2455.0 ... 3011.98 2447.0 2440.0 RM
140 RS511 20250919 5312.0 5372.0 ... 79.93 5329.0 5276.0 RS
141 RS607 20250919 5567.0 5628.0 ... 194.88 5568.0 5558.0 RS
142 RS608 20250919 5537.0 5638.0 ... 167.11 5570.0 5558.0 RS
143 RS609 20250919 5601.0 5601.0 ... 44.70 5588.0 5555.0 RS
144 SA510 20250919 1221.0 1232.0 ... 8151.28 1223.0 1227.0 SA
145 SA511 20250919 1227.0 1242.0 ... 431111.27 1233.0 1239.0 SA
146 SA512 20250919 1295.0 1309.0 ... 148028.64 1301.0 1303.0 SA
147 SA601 20250919 1305.0 1321.0 ... 2419891.75 1312.0 1317.0 SA
148 SA602 20250919 1338.0 1353.0 ... 291521.27 1344.0 1351.0 SA
149 SA603 20250919 1345.0 1359.0 ... 1823.16 1350.0 1352.0 SA
150 SA604 20250919 1394.0 1404.0 ... 438.40 1396.0 1397.0 SA
151 SA605 20250919 1397.0 1412.0 ... 84988.85 1403.0 1405.0 SA
152 SA606 20250919 1409.0 1424.0 ... 690.31 1415.0 1414.0 SA
153 SA607 20250919 1410.0 1425.0 ... 940.87 1417.0 1415.0 SA
154 SA608 20250919 1437.0 1449.0 ... 653.96 1440.0 1438.0 SA
155 SA609 20250919 1442.0 1456.0 ... 2965.37 1449.0 1446.0 SA
156 SF510 20250919 5598.0 5628.0 ... 17784.47 5594.0 5602.0 SF
157 SF511 20250919 5768.0 5810.0 ... 661962.22 5764.0 5780.0 SF
158 SF512 20250919 5746.0 5790.0 ... 229398.42 5746.0 5752.0 SF
159 SF601 20250919 5752.0 5792.0 ... 172968.35 5752.0 5760.0 SF
160 SF602 20250919 5714.0 5748.0 ... 31571.90 5710.0 5714.0 SF
161 SF603 20250919 5876.0 5876.0 ... 161.44 5870.0 5868.0 SF
162 SF604 20250919 5888.0 5888.0 ... 8.81 5876.0 5892.0 SF
163 SF605 20250919 5858.0 5894.0 ... 2341.56 5854.0 5860.0 SF
164 SF606 20250919 5854.0 5854.0 ... 29.10 5820.0 5834.0 SF
165 SF607 20250919 5986.0 5986.0 ... 71.64 5970.0 5966.0 SF
166 SF608 20250919 5938.0 5968.0 ... 17.86 5952.0 5954.0 SF
167 SF609 20250919 5958.0 5974.0 ... 41.68 5954.0 5954.0 SF
168 SH510 20250919 2512.0 2547.0 ... 26339.48 2523.0 2503.0 SH
169 SH511 20250919 2532.0 2596.0 ... 697787.08 2562.0 2538.0 SH
170 SH512 20250919 2585.0 2655.0 ... 318771.88 2618.0 2596.0 SH
171 SH601 20250919 2583.0 2657.0 ... 3758394.12 2623.0 2600.0 SH
172 SH602 20250919 2591.0 2676.0 ... 133977.83 2636.0 2623.0 SH
173 SH603 20250919 2621.0 2687.0 ... 2166.08 2655.0 2637.0 SH
174 SH604 20250919 2665.0 2727.0 ... 194.74 2705.0 2686.0 SH
175 SH605 20250919 2673.0 2737.0 ... 27644.74 2706.0 2689.0 SH
176 SH606 20250919 2723.0 2745.0 ... 171.79 2727.0 2705.0 SH
177 SH607 20250919 2723.0 2730.0 ... 57.30 2729.0 2687.0 SH
178 SH608 20250919 2720.0 2740.0 ... 81.89 2730.0 2686.0 SH
179 SH609 20250919 2704.0 2746.0 ... 212.73 2727.0 2710.0 SH
180 SM510 20250919 5920.0 5920.0 ... 7796.89 5880.0 5870.0 SM
181 SM511 20250919 5958.0 5988.0 ... 340828.24 5950.0 5946.0 SM
182 SM512 20250919 5958.0 5994.0 ... 68239.48 5966.0 5954.0 SM
183 SM601 20250919 5970.0 6012.0 ... 498718.17 5980.0 5976.0 SM
184 SM602 20250919 5976.0 6014.0 ... 247699.21 5978.0 5974.0 SM
185 SM603 20250919 5984.0 6026.0 ... 125.89 5996.0 5994.0 SM
186 SM604 20250919 5978.0 5978.0 ... 5.98 5978.0 5990.0 SM
187 SM605 20250919 6020.0 6050.0 ... 6701.37 6014.0 6010.0 SM
188 SM606 20250919 6004.0 6016.0 ... 9.01 6010.0 6020.0 SM
189 SM607 20250919 6024.0 6038.0 ... 18.09 6030.0 6042.0 SM
190 SM608 20250919 0.0 0.0 ... 0.00 6048.0 6048.0 SM
191 SM609 20250919 5996.0 6062.0 ... 592.73 6048.0 6038.0 SM
192 SR511 20250919 5494.0 5498.0 ... 129999.26 5483.0 5508.0 SR
193 SR601 20250919 5467.0 5475.0 ... 1231092.02 5460.0 5496.0 SR
194 SR603 20250919 5478.0 5627.0 ... 2518.62 5452.0 5484.0 SR
195 SR605 20250919 5454.0 5458.0 ... 123714.30 5443.0 5472.0 SR
196 SR607 20250919 5468.0 5468.0 ... 7015.44 5451.0 5481.0 SR
197 SR609 20250919 5482.0 5482.0 ... 3208.20 5465.0 5490.0 SR
198 TA510 20250919 4644.0 4652.0 ... 19846.93 4602.0 4674.0 TA
199 TA511 20250919 4660.0 4666.0 ... 337397.94 4620.0 4690.0 TA
200 TA512 20250919 4662.0 4678.0 ... 172696.00 4630.0 4706.0 TA
201 TA601 20250919 4674.0 4688.0 ... 1981431.35 4638.0 4708.0 TA
202 TA602 20250919 4684.0 4698.0 ... 29048.53 4648.0 4712.0 TA
203 TA603 20250919 4704.0 4704.0 ... 79.22 4660.0 4738.0 TA
204 TA604 20250919 0.0 0.0 ... 0.00 4644.0 4744.0 TA
205 TA605 20250919 4710.0 4726.0 ... 66900.31 4672.0 4740.0 TA
206 TA606 20250919 4722.0 4722.0 ... 7.05 4702.0 4730.0 TA
207 TA607 20250919 4708.0 4716.0 ... 7.06 4708.0 4760.0 TA
208 TA608 20250919 0.0 0.0 ... 0.00 4688.0 4746.0 TA
209 TA609 20250919 4752.0 4752.0 ... 159.95 4704.0 4760.0 TA
210 UR510 20250919 1580.0 1581.0 ... 2914.24 1574.0 1577.0 UR
211 UR511 20250919 1662.0 1662.0 ... 52488.70 1647.0 1653.0 UR
212 UR512 20250919 1663.0 1669.0 ... 16142.54 1657.0 1664.0 UR
213 UR601 20250919 1672.0 1676.0 ... 375626.62 1666.0 1671.0 UR
214 UR602 20250919 1679.0 1681.0 ... 672.08 1672.0 1677.0 UR
215 UR603 20250919 1724.0 1727.0 ... 106.45 1717.0 1722.0 UR
216 UR604 20250919 1727.0 1728.0 ... 17.24 1724.0 1725.0 UR
217 UR605 20250919 1725.0 1732.0 ... 25363.67 1724.0 1726.0 UR
218 UR606 20250919 1727.0 1730.0 ... 124.13 1724.0 1724.0 UR
219 UR607 20250919 1760.0 1763.0 ... 84.36 1758.0 1757.0 UR
220 UR608 20250919 1753.0 1753.0 ... 3.51 1753.0 1749.0 UR
221 UR609 20250919 1745.0 1752.0 ... 185.18 1747.0 1746.0 UR
222 WH511 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250919 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250919 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:25:34,227 - future_1d - INFO - ak.get_czce_daily('2025-09-19') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250919 492.4 497 ... 79529.8 492.1 495.5 SC
1 SC2511 20250919 496 496.8 ... 5350084.38 491.2 496.3 SC
2 SC2512 20250919 492.5 495.2 ... 691817.35 489.8 493.5 SC
3 SC2601 20250919 491.4 494 ... 197806.98 488.5 491.9 SC
4 SC2602 20250919 490.2 492 ... 26665.74 486.6 490.4 SC
5 SC2603 20250919 489.5 491.1 ... 17934.02 486 489.8 SC
6 SC2604 20250919 489.4 490.2 ... 12977.04 486 488 SC
7 SC2605 20250919 487.4 488.9 ... 3203.87 485.4 487.2 SC
8 SC2606 20250919 486.1 488.8 ... 10883.51 485.8 487 SC
9 SC2607 20250919 486.3 486.3 ... 484.66 484.6 485.2 SC
10 SC2608 20250919 483.8 483.8 ... 96.6 483 483.9 SC
11 SC2609 20250919 480.2 482.1 ... 144.25 480.8 483.8 SC
12 SC2612 20250919 477.9 477.9 ... 95.42 477.1 482.5 SC
13 SC2703 20250919 ... 0 475.1 475.1 SC
14 SC2706 20250919 469.2 469.2 ... 93.84 469.2 476.8 SC
15 SC2709 20250919 ... 0 473.2 473.2 SC
16 SC2712 20250919 475.8 475.8 ... 331.07 472.9 474.1 SC
17 SC2803 20250919 ... 0 471 471.2 SC
18 SC2806 20250919 466.3 470.4 ... 280.52 467.5 472.5 SC
19 SC2809 20250919 ... 0 465.7 465.7 SC
21 LU2510 20250919 3386 3403 ... 1433.485 3372 3418 LU
22 LU2511 20250919 3423 3435 ... 264241.092 3405 3428 LU
23 LU2512 20250919 3406 3423 ... 124304.829 3388 3410 LU
24 LU2601 20250919 3402 3415 ... 30635.477 3382 3403 LU
25 LU2602 20250919 3384 3400 ... 1701.261 3362 3389 LU
26 LU2603 20250919 3412 3412 ... 43.712 3362 3378 LU
27 LU2604 20250919 3345 3345 ... 3.345 3345 3365 LU
28 LU2605 20250919 3352 3352 ... 10.038 3346 3374 LU
29 LU2606 20250919 3375 3375 ... 13.411 3352 3360 LU
30 LU2607 20250919 3371 3371 ... 10.051 3350 3358 LU
31 LU2608 20250919 3356 3356 ... 23.4 3342 3346 LU
32 LU2609 20250919 3335 3351 ... 43.282 3329 3325 LU
34 NR2510 20250919 12305 12350 ... 45954.425 12280 12305 NR
35 NR2511 20250919 12350 12365 ... 1022204.27 12290 12330 NR
36 NR2512 20250919 12380 12410 ... 203639.26 12335 12355 NR
37 NR2601 20250919 12425 12445 ... 177399.435 12370 12400 NR
38 NR2602 20250919 12440 12440 ... 2394.74 12405 12455 NR
39 NR2603 20250919 12405 12405 ... 136.14 12375 12435 NR
40 NR2604 20250919 12500 12500 ... 410.47 12435 12405 NR
41 NR2605 20250919 12480 12480 ... 24.945 12470 12455 NR
42 NR2606 20250919 ... 0 12440 12440 NR
43 NR2607 20250919 ... 0 12650 12655 NR
44 NR2608 20250919 ... 0 12685 12685 NR
45 NR2609 20250919 ... 0 12510 12510 NR
47 BC2510 20250919 70680 71010 ... 115551.94 70760 70760 BC
48 BC2511 20250919 70700 71080 ... 29847.295 70890 70820 BC
49 BC2512 20250919 ... 0 71670 71670 BC
50 BC2601 20250919 ... 0 71000 71000 BC
51 BC2602 20250919 ... 0 71100 71100 BC
52 BC2603 20250919 ... 0 71200 71200 BC
53 BC2604 20250919 ... 0 71300 71300 BC
54 BC2605 20250919 ... 0 71300 71300 BC
55 BC2606 20250919 ... 0 71400 71400 BC
56 BC2607 20250919 ... 0 71400 71400 BC
57 BC2608 20250919 ... 0 71400 71400 BC
58 BC2609 20250919 ... 0 71550 71550 BC
60 EC2510 20250919 1105 1106 ... 177534.134 1072.3 1117.6 EC
61 EC2512 20250919 1666.1 1666.1 ... 94181.2335 1626.1 1663 EC
62 EC2602 20250919 1564.5 1565 ... 17841.469 1552.7 1564.7 EC
63 EC2604 20250919 1260.5 1262.7 ... 8086.0645 1250.7 1271.7 EC
64 EC2606 20250919 1437.7 1451.6 ... 949.307 1438.3 1456.6 EC
65 EC2608 20250919 1601.2 1606.5 ... 925.154 1595 1615.3 EC
68 SC_TAS2511 20250919 ... SC_TAS
69 SC_TAS2512 20250919 ... SC_TAS
70 SC_TAS2601 20250919 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:25:34,296 - future_1d - INFO - ak.get_ine_daily('2025-09-19') done
symbol date open ... settle pre_settle variety
0 a2511 20250919 3906.00 ... 3906.00 3892.00 A
1 a2601 20250919 3901.00 ... 3903.00 3893.00 A
2 a2603 20250919 3907.00 ... 3909.00 3900.00 A
3 a2605 20250919 3943.00 ... 3948.00 3940.00 A
4 a2607 20250919 3950.00 ... 3952.00 3944.00 A
5 a2609 20250919 3960.00 ... 3961.00 3953.00 A
6 b2510 20250919 3661.00 ... 3687.00 3674.00 B
7 b2511 20250919 3659.00 ... 3685.00 3670.00 B
8 b2512 20250919 3700.00 ... 3719.00 3709.00 B
9 b2601 20250919 3690.00 ... 3715.00 3704.00 B
10 b2602 20250919 3691.00 ... 3706.00 3687.00 B
11 b2603 20250919 3648.00 ... 3658.00 3654.00 B
12 b2604 20250919 3543.00 ... 3558.00 3545.00 B
13 b2605 20250919 3472.00 ... 3489.00 3484.00 B
14 b2606 20250919 3448.00 ... 3465.00 3459.00 B
15 b2607 20250919 3462.00 ... 3464.00 3457.00 B
16 b2608 20250919 3350.00 ... 3521.00 3562.00 B
17 b2609 20250919 3565.00 ... 3578.00 3574.00 B
18 bb2511 20250919 141.85 ... 142.00 142.20 BB
19 bb2601 20250919 0.00 ... 146.65 146.65 BB
20 bb2603 20250919 0.00 ... 146.85 146.85 BB
21 bb2605 20250919 0.00 ... 141.45 141.60 BB
22 bb2607 20250919 0.00 ... 146.20 146.40 BB
23 bb2609 20250919 0.00 ... 146.20 146.40 BB
24 bz2603 20250919 5999.00 ... 5979.00 6021.00 BZ
25 bz2604 20250919 5964.00 ... 5947.00 5974.00 BZ
26 bz2605 20250919 5982.00 ... 5975.00 5981.00 BZ
27 bz2606 20250919 0.00 ... 5954.00 5954.00 BZ
28 bz2607 20250919 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250919 0.00 ... 5949.00 5955.00 BZ
30 c2511 20250919 2178.00 ... 2171.00 2170.00 C
31 c2601 20250919 2165.00 ... 2161.00 2162.00 C
32 c2603 20250919 2173.00 ... 2171.00 2171.00 C
33 c2605 20250919 2229.00 ... 2228.00 2229.00 C
34 c2607 20250919 2240.00 ... 2239.00 2241.00 C
35 c2609 20250919 2179.00 ... 2234.00 2254.00 C
36 cs2511 20250919 2472.00 ... 2468.00 2465.00 CS
37 cs2601 20250919 2489.00 ... 2483.00 2489.00 CS
38 cs2603 20250919 2492.00 ... 2489.00 2492.00 CS
39 cs2605 20250919 2576.00 ... 2570.00 2573.00 CS
40 cs2607 20250919 2573.00 ... 2573.00 2577.00 CS
41 cs2609 20250919 2597.00 ... 2597.00 2597.00 CS
42 eb2509 20250919 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250919 7072.00 ... 7021.00 7079.00 EB
44 eb2511 20250919 7080.00 ... 7024.00 7090.00 EB
45 eb2512 20250919 7080.00 ... 7033.00 7099.00 EB
46 eb2601 20250919 7120.00 ... 7070.00 7130.00 EB
47 eb2602 20250919 7122.00 ... 7104.00 7156.00 EB
48 eb2603 20250919 7154.00 ... 7131.00 7183.00 EB
49 eb2604 20250919 7181.00 ... 7171.00 7230.00 EB
50 eb2605 20250919 7220.00 ... 7185.00 7251.00 EB
51 eb2606 20250919 0.00 ... 7260.00 7260.00 EB
52 eb2607 20250919 0.00 ... 7276.00 7283.00 EB
53 eb2608 20250919 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250919 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250919 4297.00 ... 4282.00 4314.00 EG
56 eg2511 20250919 4281.00 ... 4247.00 4275.00 EG
57 eg2512 20250919 4236.00 ... 4240.00 4275.00 EG
58 eg2601 20250919 4276.00 ... 4259.00 4282.00 EG
59 eg2602 20250919 4265.00 ... 4265.00 4284.00 EG
60 eg2603 20250919 4270.00 ... 4266.00 4298.00 EG
61 eg2604 20250919 4316.00 ... 4314.00 4338.00 EG
62 eg2605 20250919 4328.00 ... 4314.00 4340.00 EG
63 eg2606 20250919 4317.00 ... 4311.00 4358.00 EG
64 eg2607 20250919 4320.00 ... 4321.00 4343.00 EG
65 eg2608 20250919 0.00 ... 4399.00 4399.00 EG
66 fb2510 20250919 1255.00 ... 1259.50 1259.50 FB
67 fb2511 20250919 1254.00 ... 1254.00 1252.00 FB
68 fb2512 20250919 1257.50 ... 1255.00 1256.00 FB
69 fb2601 20250919 1255.50 ... 1253.50 1252.00 FB
70 fb2602 20250919 1255.00 ... 1254.00 1250.50 FB
71 fb2603 20250919 1247.00 ... 1247.00 1246.00 FB
72 fb2604 20250919 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250919 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250919 1303.50 ... 1298.00 1322.50 FB
75 fb2607 20250919 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250919 1269.50 ... 1270.00 1281.00 FB
77 fb2609 20250919 0.00 ... 1296.00 1296.00 FB
78 i2510 20250919 822.00 ... 823.50 820.50 I
79 i2511 20250919 815.00 ... 819.00 814.50 I
80 i2512 20250919 809.50 ... 813.00 809.00 I
81 i2601 20250919 802.50 ... 805.50 801.00 I
82 i2602 20250919 796.50 ... 801.00 795.50 I
83 i2603 20250919 791.50 ... 795.50 790.50 I
84 i2604 20250919 790.00 ... 790.50 786.50 I
85 i2605 20250919 779.00 ... 784.00 780.00 I
86 i2606 20250919 775.50 ... 778.50 775.00 I
87 i2607 20250919 770.00 ... 773.50 770.50 I
88 i2608 20250919 765.00 ... 768.50 765.50 I
89 i2609 20250919 760.50 ... 762.50 761.00 I
90 j2510 20250919 1623.00 ... 1624.00 1626.50 J
91 j2511 20250919 1641.50 ... 1657.50 1655.00 J
92 j2512 20250919 1700.00 ... 1700.00 1691.00 J
93 j2601 20250919 1709.00 ... 1725.50 1725.50 J
94 j2602 20250919 0.00 ... 1754.00 1754.00 J
95 j2603 20250919 0.00 ... 1763.50 1763.50 J
96 j2604 20250919 0.00 ... 1814.00 1814.00 J
97 j2605 20250919 1854.50 ... 1866.50 1853.50 J
98 j2606 20250919 1866.50 ... 1866.50 1879.50 J
99 j2607 20250919 0.00 ... 1878.50 1878.50 J
100 j2608 20250919 1884.50 ... 1891.00 1906.00 J
101 j2609 20250919 1901.00 ... 1923.50 1902.00 J
102 jd2509 20250919 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250919 3043.00 ... 3038.00 3041.00 JD
104 jd2511 20250919 3130.00 ... 3122.00 3119.00 JD
105 jd2512 20250919 3260.00 ... 3259.00 3242.00 JD
106 jd2601 20250919 3421.00 ... 3423.00 3396.00 JD
107 jd2602 20250919 3138.00 ... 3160.00 3131.00 JD
108 jd2603 20250919 3161.00 ... 3183.00 3148.00 JD
109 jd2604 20250919 3313.00 ... 3349.00 3318.00 JD
110 jd2605 20250919 3448.00 ... 3466.00 3432.00 JD
111 jd2606 20250919 3259.00 ... 3274.00 3245.00 JD
112 jd2607 20250919 3491.00 ... 3504.00 3484.00 JD
113 jd2608 20250919 3919.00 ... 3927.00 3916.00 JD
114 jm2510 20250919 1022.00 ... 1029.50 1034.00 JM
115 jm2511 20250919 1079.00 ... 1078.00 1082.00 JM
116 jm2512 20250919 1150.00 ... 1148.50 1148.50 JM
117 jm2601 20250919 1203.00 ... 1216.00 1215.50 JM
118 jm2602 20250919 1228.00 ... 1244.50 1237.00 JM
119 jm2603 20250919 1257.00 ... 1271.00 1258.50 JM
120 jm2604 20250919 1277.00 ... 1293.50 1281.00 JM
121 jm2605 20250919 1298.00 ... 1312.50 1302.50 JM
122 jm2606 20250919 1312.00 ... 1328.50 1316.00 JM
123 jm2607 20250919 1325.00 ... 1341.50 1326.00 JM
124 jm2608 20250919 1341.00 ... 1357.00 1339.00 JM
125 jm2609 20250919 1365.00 ... 1380.50 1360.50 JM
126 l2510 20250919 7107.00 ... 7095.00 7142.00 L
127 l2511 20250919 7159.00 ... 7128.00 7159.00 L
128 l2512 20250919 7163.00 ... 7158.00 7188.00 L
129 l2601 20250919 7202.00 ... 7181.00 7219.00 L
130 l2602 20250919 7186.00 ... 7177.00 7211.00 L
131 l2603 20250919 7203.00 ... 7193.00 7238.00 L
132 l2604 20250919 7238.00 ... 7233.00 7281.00 L
133 l2605 20250919 7250.00 ... 7228.00 7265.00 L
134 l2606 20250919 7216.00 ... 7225.00 7247.00 L
135 l2607 20250919 7241.00 ... 7238.00 7284.00 L
136 l2608 20250919 7255.00 ... 7256.00 7282.00 L
137 l2609 20250919 7272.00 ... 7264.00 7296.00 L
138 lg2509 20250919 780.00 ... 778.00 770.00 LG
139 lg2511 20250919 800.00 ... 804.00 806.00 LG
140 lg2601 20250919 817.00 ... 818.00 819.50 LG
141 lg2603 20250919 825.50 ... 824.50 824.50 LG
142 lg2605 20250919 830.50 ... 828.50 828.50 LG
143 lg2607 20250919 830.50 ... 828.50 830.50 LG
144 lh2509 20250919 0.00 ... 12985.00 12985.00 LH
145 lh2511 20250919 12815.00 ... 12835.00 12885.00 LH
146 lh2601 20250919 13330.00 ... 13340.00 13395.00 LH
147 lh2603 20250919 12850.00 ... 12850.00 12915.00 LH
148 lh2605 20250919 13395.00 ... 13380.00 13460.00 LH
149 lh2607 20250919 14130.00 ... 14135.00 14215.00 LH
150 m2511 20250919 2968.00 ... 2975.00 2968.00 M
151 m2512 20250919 3011.00 ... 3024.00 3015.00 M
152 m2601 20250919 2995.00 ... 3004.00 3001.00 M
153 m2603 20250919 2932.00 ... 2949.00 2942.00 M
154 m2605 20250919 2768.00 ... 2777.00 2775.00 M
155 m2607 20250919 2754.00 ... 2768.00 2760.00 M
156 m2608 20250919 2874.00 ... 2885.00 2886.00 M
157 m2609 20250919 2882.00 ... 2889.00 2889.00 M
158 p2510 20250919 9186.00 ... 9242.00 9254.00 P
159 p2511 20250919 9256.00 ... 9292.00 9286.00 P
160 p2512 20250919 9292.00 ... 9318.00 9320.00 P
161 p2601 20250919 9314.00 ... 9340.00 9344.00 P
162 p2602 20250919 9300.00 ... 9318.00 9312.00 P
163 p2603 20250919 9248.00 ... 9280.00 9318.00 P
164 p2604 20250919 9214.00 ... 9230.00 9246.00 P
165 p2605 20250919 9118.00 ... 9138.00 9138.00 P
166 p2606 20250919 9032.00 ... 9032.00 9042.00 P
167 p2607 20250919 8932.00 ... 8930.00 8922.00 P
168 p2608 20250919 8864.00 ... 8864.00 8872.00 P
169 p2609 20250919 8814.00 ... 8812.00 8844.00 P
170 pg2509 20250919 3810.00 ... 3801.00 3805.00 PG
171 pg2510 20250919 4461.00 ... 4439.00 4466.00 PG
172 pg2511 20250919 4393.00 ... 4368.00 4400.00 PG
173 pg2512 20250919 4336.00 ... 4307.00 4336.00 PG
174 pg2601 20250919 4271.00 ... 4241.00 4270.00 PG
175 pg2602 20250919 4193.00 ... 4176.00 4209.00 PG
176 pg2603 20250919 4110.00 ... 4090.00 4123.00 PG
177 pg2604 20250919 4429.00 ... 4418.00 4451.00 PG
178 pg2605 20250919 4348.00 ... 4341.00 4379.00 PG
179 pg2606 20250919 4283.00 ... 4283.00 4297.00 PG
180 pg2607 20250919 0.00 ... 4247.00 4247.00 PG
181 pg2608 20250919 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250919 6825.00 ... 6816.00 6862.00 PP
183 pp2511 20250919 6878.00 ... 6846.00 6886.00 PP
184 pp2512 20250919 6895.00 ... 6883.00 6921.00 PP
185 pp2601 20250919 6930.00 ... 6917.00 6955.00 PP
186 pp2602 20250919 6901.00 ... 6900.00 6930.00 PP
187 pp2603 20250919 6898.00 ... 6899.00 6953.00 PP
188 pp2604 20250919 6934.00 ... 6927.00 6961.00 PP
189 pp2605 20250919 6970.00 ... 6959.00 6993.00 PP
190 pp2606 20250919 6917.00 ... 6921.00 6951.00 PP
191 pp2607 20250919 6902.00 ... 6890.00 6941.00 PP
192 pp2608 20250919 6902.00 ... 6900.00 6950.00 PP
193 pp2609 20250919 6931.00 ... 6926.00 6966.00 PP
194 rr2510 20250919 3608.00 ... 3608.00 3603.00 RR
195 rr2511 20250919 3610.00 ... 3614.00 3605.00 RR
196 rr2512 20250919 3600.00 ... 3605.00 3597.00 RR
197 rr2601 20250919 3621.00 ... 3620.00 3617.00 RR
198 rr2602 20250919 3602.00 ... 3603.00 3599.00 RR
199 rr2603 20250919 0.00 ... 3608.00 3608.00 RR
200 rr2604 20250919 3616.00 ... 3616.00 3611.00 RR
201 rr2605 20250919 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250919 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250919 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250919 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250919 0.00 ... 3614.00 3614.00 RR
206 v2510 20250919 4810.00 ... 4834.00 4828.00 V
207 v2511 20250919 4844.00 ... 4867.00 4848.00 V
208 v2512 20250919 4887.00 ... 4908.00 4895.00 V
209 v2601 20250919 4927.00 ... 4949.00 4939.00 V
210 v2602 20250919 4967.00 ... 4984.00 4973.00 V
211 v2603 20250919 4999.00 ... 5016.00 5003.00 V
212 v2604 20250919 5203.00 ... 5222.00 5206.00 V
213 v2605 20250919 5229.00 ... 5252.00 5241.00 V
214 v2606 20250919 5280.00 ... 5286.00 5269.00 V
215 v2607 20250919 5301.00 ... 5314.00 5301.00 V
216 v2608 20250919 5332.00 ... 5342.00 5337.00 V
217 v2609 20250919 5347.00 ... 5374.00 5370.00 V
218 y2511 20250919 8294.00 ... 8350.00 8308.00 Y
219 y2512 20250919 8344.00 ... 8390.00 8346.00 Y
220 y2601 20250919 8298.00 ... 8336.00 8306.00 Y
221 y2603 20250919 8228.00 ... 8276.00 8276.00 Y
222 y2605 20250919 8034.00 ... 8060.00 8052.00 Y
223 y2607 20250919 7990.00 ... 8014.00 7998.00 Y
224 y2608 20250919 8008.00 ... 8024.00 8016.00 Y
225 y2609 20250919 7974.00 ... 7992.00 7988.00 Y
[226 rows x 12 columns]
2025-09-29 18:25:34,869 - future_1d - INFO - ak.get_dce_daily('2025-09-19') done
2025-09-29 18:25:36,644 - future_1d - INFO - save future_daily 2025-09-19 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250922 ... 80130 79840 CU
1 1 CU2511 20250922 ... 80120 79820 CU
2 2 CU2512 20250922 ... 80120 79810 CU
3 3 CU2601 20250922 ... 80110 79810 CU
4 4 CU2602 20250922 ... 80100 79800 CU
5 5 CU2603 20250922 ... 80130 79830 CU
6 6 CU2604 20250922 ... 80170 79860 CU
7 7 CU2605 20250922 ... 80280 79910 CU
8 8 CU2606 20250922 ... 80260 79850 CU
9 9 CU2607 20250922 ... 80290 79840 CU
10 10 CU2608 20250922 ... 80210 79800 CU
11 11 CU2609 20250922 ... 80220 79780 CU
12 12 BC2510 20250922 ... 71050 70760 BC
13 13 BC2511 20250922 ... 71120 70890 BC
14 14 BC2512 20250922 ... 71490 71670 BC
15 15 BC2601 20250922 ... 71300 71000 BC
16 16 BC2602 20250922 ... 71100 71100 BC
17 17 BC2603 20250922 ... 71210 71200 BC
18 18 BC2604 20250922 ... 71300 71300 BC
19 19 BC2605 20250922 ... 71300 71300 BC
20 20 BC2606 20250922 ... 71400 71400 BC
21 21 BC2607 20250922 ... 71400 71400 BC
22 22 BC2608 20250922 ... 71400 71400 BC
23 23 BC2609 20250922 ... 71550 71550 BC
24 24 AL2510 20250922 ... 20760 20805 AL
25 25 AL2511 20250922 ... 20770 20820 AL
26 26 AL2512 20250922 ... 20765 20820 AL
27 27 AL2601 20250922 ... 20760 20815 AL
28 28 AL2602 20250922 ... 20765 20815 AL
29 29 AL2603 20250922 ... 20785 20840 AL
30 30 AL2604 20250922 ... 20840 20855 AL
31 31 AL2605 20250922 ... 20820 20865 AL
32 32 AL2606 20250922 ... 20820 20850 AL
33 33 AL2607 20250922 ... 20840 20865 AL
34 34 AL2608 20250922 ... 20830 20885 AL
35 35 AL2609 20250922 ... 20830 20850 AL
36 36 ZN2510 20250922 ... 21995 22065 ZN
37 37 ZN2511 20250922 ... 21995 22060 ZN
38 38 ZN2512 20250922 ... 22015 22080 ZN
39 39 ZN2601 20250922 ... 22035 22100 ZN
40 40 ZN2602 20250922 ... 22055 22125 ZN
41 41 ZN2603 20250922 ... 22070 22160 ZN
42 42 ZN2604 20250922 ... 22095 22200 ZN
43 43 ZN2605 20250922 ... 22145 22230 ZN
44 44 ZN2606 20250922 ... 22185 22240 ZN
45 45 ZN2607 20250922 ... 22205 22260 ZN
46 46 ZN2608 20250922 ... 22240 22290 ZN
47 47 ZN2609 20250922 ... 22305 22305 ZN
48 48 PB2510 20250922 ... 17120 17140 PB
49 49 PB2511 20250922 ... 17160 17170 PB
50 50 PB2512 20250922 ... 17170 17175 PB
51 51 PB2601 20250922 ... 17160 17170 PB
52 52 PB2602 20250922 ... 17175 17175 PB
53 53 PB2603 20250922 ... 17185 17190 PB
54 54 PB2604 20250922 ... 17185 17235 PB
55 55 PB2605 20250922 ... 17185 17210 PB
56 56 PB2606 20250922 ... 17195 17145 PB
57 57 PB2607 20250922 ... 17215 17225 PB
58 58 PB2608 20250922 ... 17220 17245 PB
59 59 PB2609 20250922 ... 17210 17210 PB
60 60 NI2510 20250922 ... 121440 121320 NI
61 61 NI2511 20250922 ... 121630 121520 NI
62 62 NI2512 20250922 ... 121810 121810 NI
63 63 NI2601 20250922 ... 122020 121930 NI
64 64 NI2602 20250922 ... 122170 122110 NI
65 65 NI2603 20250922 ... 122400 122540 NI
66 66 NI2604 20250922 ... 122780 122710 NI
67 67 NI2605 20250922 ... 122960 122950 NI
68 68 NI2606 20250922 ... 123530 123120 NI
69 69 NI2607 20250922 ... 123500 123440 NI
70 70 NI2608 20250922 ... 123810 123490 NI
71 71 NI2609 20250922 ... 123880 123530 NI
72 72 SN2510 20250922 ... 271360 268470 SN
73 73 SN2511 20250922 ... 271840 268840 SN
74 74 SN2512 20250922 ... 272050 269060 SN
75 75 SN2601 20250922 ... 272270 269200 SN
76 76 SN2602 20250922 ... 271620 269420 SN
77 77 SN2603 20250922 ... 271420 269440 SN
78 78 SN2604 20250922 ... 271610 270080 SN
79 79 SN2605 20250922 ... 272210 269840 SN
80 80 SN2606 20250922 ... 272850 269920 SN
81 81 SN2607 20250922 ... 272590 270550 SN
82 82 SN2608 20250922 ... 271030 270360 SN
83 83 SN2609 20250922 ... 274160 271330 SN
84 84 AO2510 20250922 ... 2915 2915 AO
85 85 AO2511 20250922 ... 2914 2919 AO
86 86 AO2512 20250922 ... 2924 2927 AO
87 87 AO2601 20250922 ... 2934 2936 AO
88 88 AO2602 20250922 ... 2938 2947 AO
89 89 AO2603 20250922 ... 3008 3016 AO
90 90 AO2604 20250922 ... 3016 3023 AO
91 91 AO2605 20250922 ... 3026 3029 AO
92 92 AO2606 20250922 ... 3031 3032 AO
93 93 AO2607 20250922 ... 3040 3038 AO
94 94 AO2608 20250922 ... 3044 3048 AO
95 95 AO2609 20250922 ... 3076 3062 AO
96 96 AD2511 20250922 ... 20315 20320 AD
97 97 AD2512 20250922 ... 20340 20350 AD
98 98 AD2601 20250922 ... 20355 20380 AD
99 99 AD2602 20250922 ... 20355 20355 AD
100 100 AD2603 20250922 ... 20415 20415 AD
101 101 AD2604 20250922 ... 20345 20345 AD
102 102 AD2605 20250922 ... 20340 20355 AD
103 103 AD2606 20250922 ... 20305 20305 AD
104 104 AD2607 20250922 ... 20510 20510 AD
105 105 AD2608 20250922 ... 20515 20515 AD
106 106 AD2609 20250922 ... 20515 20515 AD
107 107 AU2510 20250922 ... 835.38 826.86 AU
108 108 AU2511 20250922 ... 839.18 828.7 AU
109 109 AU2512 20250922 ... 838.74 829.78 AU
110 110 AU2602 20250922 ... 841.9 832.14 AU
111 111 AU2604 20250922 ... 844.64 834.24 AU
112 112 AU2606 20250922 ... 845.2 836.56 AU
113 113 AU2608 20250922 ... 848.34 839.52 AU
114 114 AU2610 20250922 ... 850.26 842.9 AU
115 115 AG2510 20250922 ... 10136 9903 AG
116 116 AG2511 20250922 ... 10147 9928 AG
117 117 AG2512 20250922 ... 10168 9938 AG
118 118 AG2601 20250922 ... 10181 9951 AG
119 119 AG2602 20250922 ... 10181 9960 AG
120 120 AG2603 20250922 ... 10236 9983 AG
121 121 AG2604 20250922 ... 10233 9989 AG
122 122 AG2605 20250922 ... 10242 10006 AG
123 123 AG2606 20250922 ... 10262 10021 AG
124 124 AG2607 20250922 ... 10281 10032 AG
125 125 AG2608 20250922 ... 10291 10046 AG
126 126 AG2609 20250922 ... 10322 10059 AG
127 127 RB2510 20250922 ... 3093 3069 RB
128 128 RB2511 20250922 ... 3109 3083 RB
129 129 RB2512 20250922 ... 3161 3139 RB
130 130 RB2601 20250922 ... 3187 3158 RB
131 131 RB2602 20250922 ... 3188 3162 RB
132 132 RB2603 20250922 ... 3210 3184 RB
133 133 RB2604 20250922 ... 3222 3198 RB
134 134 RB2605 20250922 ... 3245 3218 RB
135 135 RB2606 20250922 ... 3257 3230 RB
136 136 RB2607 20250922 ... 3272 3241 RB
137 137 RB2608 20250922 ... 3266 3239 RB
138 138 RB2609 20250922 ... 3274 3253 RB
139 139 WR2510 20250922 ... 3289 3283 WR
140 140 WR2511 20250922 ... 3302 3302 WR
141 141 WR2512 20250922 ... 3324 3324 WR
142 142 WR2601 20250922 ... 3349 3349 WR
143 143 WR2602 20250922 ... 3358 3358 WR
144 144 WR2603 20250922 ... 3399 3399 WR
145 145 WR2604 20250922 ... 3389 3389 WR
146 146 WR2605 20250922 ... 3414 3414 WR
147 147 WR2606 20250922 ... 3372 3372 WR
148 148 WR2607 20250922 ... 3390 3390 WR
149 149 WR2608 20250922 ... 3399 3399 WR
150 150 WR2609 20250922 ... 3466 3466 WR
151 151 HC2510 20250922 ... 3424 3400 HC
152 152 HC2511 20250922 ... 3408 3382 HC
153 153 HC2512 20250922 ... 3392 3370 HC
154 154 HC2601 20250922 ... 3385 3362 HC
155 155 HC2602 20250922 ... 3383 3360 HC
156 156 HC2603 20250922 ... 3385 3365 HC
157 157 HC2604 20250922 ... 3388 3371 HC
158 158 HC2605 20250922 ... 3393 3372 HC
159 159 HC2606 20250922 ... 3399 3377 HC
160 160 HC2607 20250922 ... 3405 3384 HC
161 161 HC2608 20250922 ... 3392 3381 HC
162 162 HC2609 20250922 ... 3396 3401 HC
163 163 SS2510 20250922 ... 12795 12755 SS
164 164 SS2511 20250922 ... 12910 12870 SS
165 165 SS2512 20250922 ... 12945 12910 SS
166 166 SS2601 20250922 ... 13015 12970 SS
167 167 SS2602 20250922 ... 13075 13025 SS
168 168 SS2603 20250922 ... 13140 13105 SS
169 169 SS2604 20250922 ... 13195 13155 SS
170 170 SS2605 20250922 ... 13265 13225 SS
171 171 SS2606 20250922 ... 13310 13315 SS
172 172 SS2607 20250922 ... 13360 13350 SS
173 173 SS2608 20250922 ... 13395 13400 SS
174 174 SS2609 20250922 ... 13475 13475 SS
175 175 SC2510 20250922 ... 485.5 492.1 SC
176 176 SC2511 20250922 ... 484.2 491.2 SC
177 177 SC2512 20250922 ... 483.6 489.8 SC
178 178 SC2601 20250922 ... 482.9 488.5 SC
179 179 SC2602 20250922 ... 481.8 486.6 SC
180 180 SC2603 20250922 ... 481.1 486 SC
181 181 SC2604 20250922 ... 481.3 486 SC
182 182 SC2605 20250922 ... 480.9 485.4 SC
183 183 SC2606 20250922 ... 480.2 485.8 SC
184 184 SC2607 20250922 ... 480.4 484.6 SC
185 185 SC2608 20250922 ... 478 483 SC
186 186 SC2609 20250922 ... 477.7 480.8 SC
187 187 SC2612 20250922 ... 473.9 477.1 SC
188 188 SC2703 20250922 ... 475.1 475.1 SC
189 189 SC2706 20250922 ... 469.2 469.2 SC
190 190 SC2709 20250922 ... 473.2 473.2 SC
191 191 SC2712 20250922 ... 466.3 472.9 SC
192 192 SC2803 20250922 ... 470 471 SC
193 193 SC2806 20250922 ... 462.8 467.5 SC
194 194 SC2809 20250922 ... 465.7 465.7 SC
195 195 LU2510 20250922 ... 3351 3372 LU
196 196 LU2511 20250922 ... 3373 3405 LU
197 197 LU2512 20250922 ... 3354 3388 LU
198 198 LU2601 20250922 ... 3342 3382 LU
199 199 LU2602 20250922 ... 3334 3362 LU
200 200 LU2603 20250922 ... 3326 3362 LU
201 201 LU2604 20250922 ... 3323 3345 LU
202 202 LU2605 20250922 ... 3326 3346 LU
203 203 LU2606 20250922 ... 3319 3352 LU
204 204 LU2607 20250922 ... 3307 3350 LU
205 205 LU2608 20250922 ... 3306 3342 LU
206 206 LU2609 20250922 ... 3292 3329 LU
207 207 FU2510 20250922 ... 2803 2834 FU
208 208 FU2511 20250922 ... 2818 2850 FU
209 209 FU2512 20250922 ... 2796 2830 FU
210 210 FU2601 20250922 ... 2778 2818 FU
211 211 FU2602 20250922 ... 2761 2795 FU
212 212 FU2603 20250922 ... 2754 2788 FU
213 213 FU2604 20250922 ... 2749 2783 FU
214 214 FU2605 20250922 ... 2739 2772 FU
215 215 FU2606 20250922 ... 2732 2756 FU
216 216 FU2607 20250922 ... 2713 2737 FU
217 217 FU2608 20250922 ... 2708 2729 FU
218 218 FU2609 20250922 ... 2695 2711 FU
219 219 BU2510 20250922 ... 3421 3433 BU
220 220 BU2511 20250922 ... 3414 3425 BU
221 221 BU2512 20250922 ... 3364 3381 BU
222 222 BU2601 20250922 ... 3336 3361 BU
223 223 BU2602 20250922 ... 3340 3363 BU
224 224 BU2603 20250922 ... 3342 3364 BU
225 225 BU2604 20250922 ... 3346 3364 BU
226 226 BU2605 20250922 ... 3346 3347 BU
227 227 BU2606 20250922 ... 3337 3356 BU
228 228 BU2607 20250922 ... 3330 3348 BU
229 229 BU2608 20250922 ... 3337 3369 BU
230 230 BU2609 20250922 ... 3332 3349 BU
231 231 BU2612 20250922 ... 3297 3314 BU
232 232 BU2703 20250922 ... 3312 3312 BU
233 233 BU2706 20250922 ... 3308 3318 BU
234 234 BU2709 20250922 ... 3337 3342 BU
235 235 BR2510 20250922 ... 11565 11545 BR
236 236 BR2511 20250922 ... 11495 11470 BR
237 237 BR2512 20250922 ... 11475 11460 BR
238 238 BR2601 20250922 ... 11475 11470 BR
239 239 BR2602 20250922 ... 11485 11500 BR
240 240 BR2603 20250922 ... 11470 11475 BR
241 241 BR2604 20250922 ... 11535 11535 BR
242 242 BR2605 20250922 ... 11545 11525 BR
243 243 BR2606 20250922 ... 11630 11630 BR
244 244 BR2607 20250922 ... 11730 11715 BR
245 245 BR2608 20250922 ... 11715 11770 BR
246 246 BR2609 20250922 ... 11675 11645 BR
247 247 RU2510 20250922 ... 14745 14670 RU
248 248 RU2511 20250922 ... 14675 14645 RU
249 249 RU2601 20250922 ... 15560 15530 RU
250 250 RU2603 20250922 ... 15560 15525 RU
251 251 RU2604 20250922 ... 15550 15505 RU
252 252 RU2605 20250922 ... 15540 15515 RU
253 253 RU2606 20250922 ... 15580 15565 RU
254 254 RU2607 20250922 ... 15580 15585 RU
255 255 RU2608 20250922 ... 15735 15585 RU
256 256 RU2609 20250922 ... 15610 15570 RU
257 257 NR2510 20250922 ... 12340 12280 NR
258 258 NR2511 20250922 ... 12365 12290 NR
259 259 NR2512 20250922 ... 12385 12335 NR
260 260 NR2601 20250922 ... 12405 12370 NR
261 261 NR2602 20250922 ... 12420 12405 NR
262 262 NR2603 20250922 ... 12385 12375 NR
263 263 NR2604 20250922 ... 12440 12435 NR
264 264 NR2605 20250922 ... 12485 12470 NR
265 265 NR2606 20250922 ... 12495 12440 NR
266 266 NR2607 20250922 ... 12650 12650 NR
267 267 NR2608 20250922 ... 12685 12685 NR
268 268 NR2609 20250922 ... 12510 12510 NR
269 269 SP2510 20250922 ... 4980 4990 SP
270 270 SP2511 20250922 ... 5006 5020 SP
271 271 SP2512 20250922 ... 5024 5038 SP
272 272 SP2601 20250922 ... 5298 5320 SP
273 273 SP2602 20250922 ... 5286 5310 SP
274 274 SP2603 20250922 ... 5304 5324 SP
275 275 SP2604 20250922 ... 5320 5322 SP
276 276 SP2605 20250922 ... 5316 5338 SP
277 277 SP2606 20250922 ... 5320 5338 SP
278 278 SP2607 20250922 ... 5322 5346 SP
279 279 SP2608 20250922 ... 5330 5344 SP
280 280 SP2609 20250922 ... 5340 5354 SP
281 281 OP2601 20250922 ... 4238 4232 OP
282 282 OP2602 20250922 ... 4232 4232 OP
283 283 OP2603 20250922 ... 4258 4238 OP
284 284 OP2604 20250922 ... 4270 4260 OP
285 285 OP2605 20250922 ... 4286 4256 OP
286 286 OP2606 20250922 ... 4242 4242 OP
287 287 OP2607 20250922 ... 4258 4258 OP
288 288 OP2608 20250922 ... 4260 4244 OP
289 289 OP2609 20250922 ... 4342 4342 OP
290 290 EC2510 20250922 ... 1102 1072.3 EC
291 291 EC2512 20250922 ... 1669.2 1626.1 EC
292 292 EC2602 20250922 ... 1586.4 1552.7 EC
293 293 EC2604 20250922 ... 1274.4 1250.7 EC
294 294 EC2606 20250922 ... 1454.8 1438.3 EC
295 295 EC2608 20250922 ... 1606.8 1595 EC
296 296 SC_TAS2511 20250922 ... SC_TAS
297 297 SC_TAS2512 20250922 ... SC_TAS
298 298 SC_TAS2601 20250922 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:25:39,808 - future_1d - INFO - ak.get_shfe_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 PS2510 20250922 52995.0 ... 51890.0 53040.0 PS
1 PS2511 20250922 52925.0 ... 51675.0 52910.0 PS
2 PS2512 20250922 55290.0 ... 54225.0 55320.0 PS
3 PS2601 20250922 55300.0 ... 54065.0 55030.0 PS
4 PS2602 20250922 55385.0 ... 54595.0 55135.0 PS
5 PS2603 20250922 55455.0 ... 54490.0 55205.0 PS
6 PS2604 20250922 55475.0 ... 54165.0 54950.0 PS
7 PS2605 20250922 55385.0 ... 53990.0 54930.0 PS
8 PS2606 20250922 57600.0 ... 56335.0 56920.0 PS
9 PS2607 20250922 57685.0 ... 56470.0 56815.0 PS
10 PS2608 20250922 57560.0 ... 56380.0 57180.0 PS
11 PS2609 20250922 56810.0 ... 56245.0 56995.0 PS
13 SI2510 20250922 9275.0 ... 9110.0 8975.0 SI
14 SI2511 20250922 9285.0 ... 9135.0 9025.0 SI
15 SI2512 20250922 9855.0 ... 9520.0 9420.0 SI
16 SI2601 20250922 9690.0 ... 9515.0 9405.0 SI
17 SI2602 20250922 9650.0 ... 9525.0 9425.0 SI
18 SI2603 20250922 9690.0 ... 9510.0 9500.0 SI
19 SI2604 20250922 9665.0 ... 9500.0 9550.0 SI
20 SI2605 20250922 9655.0 ... 9520.0 9405.0 SI
21 SI2606 20250922 9645.0 ... 9545.0 9470.0 SI
22 SI2607 20250922 9640.0 ... 9510.0 9480.0 SI
23 SI2608 20250922 9605.0 ... 9560.0 9475.0 SI
24 SI2609 20250922 9665.0 ... 9575.0 9440.0 SI
27 LC2510 20250922 74020.0 ... 73660.0 73320.0 LC
28 LC2511 20250922 74580.0 ... 73780.0 73460.0 LC
29 LC2512 20250922 74460.0 ... 73940.0 73600.0 LC
30 LC2601 20250922 73840.0 ... 73880.0 73620.0 LC
31 LC2602 20250922 74560.0 ... 73580.0 73280.0 LC
32 LC2603 20250922 74360.0 ... 73840.0 73480.0 LC
33 LC2604 20250922 74640.0 ... 74240.0 74060.0 LC
34 LC2605 20250922 74500.0 ... 74280.0 74040.0 LC
35 LC2606 20250922 74560.0 ... 74180.0 73840.0 LC
36 LC2607 20250922 74080.0 ... 73980.0 73700.0 LC
37 LC2608 20250922 74160.0 ... 74100.0 73740.0 LC
38 LC2609 20250922 74120.0 ... 74020.0 73820.0 LC
[36 rows x 12 columns]
2025-09-29 18:25:40,057 - future_1d - INFO - ak.get_gfex_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 IC2510 20250922 7111.000 ... 7124.600 7117.800 IC
1 IC2511 20250922 7088.800 ... 7056.600 7117.800 IC
2 IC2512 20250922 7007.000 ... 6995.000 6999.000 IC
3 IC2603 20250922 6840.000 ... 6825.000 6831.000 IC
4 IF2510 20250922 4492.200 ... 4497.400 4495.000 IF
5 IF2511 20250922 4492.800 ... 4481.800 4495.000 IF
6 IF2512 20250922 4475.000 ... 4472.400 4470.400 IF
7 IF2603 20250922 4447.600 ... 4448.800 4446.600 IF
8 IH2510 20250922 2914.200 ... 2917.000 2917.400 IH
9 IH2511 20250922 2904.400 ... 2915.800 2917.400 IH
10 IH2512 20250922 2914.200 ... 2917.400 2917.400 IH
11 IH2603 20250922 2915.600 ... 2918.800 2919.600 IH
12 IM2510 20250922 7382.000 ... 7373.800 7361.000 IM
13 IM2511 20250922 7311.800 ... 7290.800 7361.000 IM
14 IM2512 20250922 7209.000 ... 7211.000 7202.200 IM
15 IM2603 20250922 7000.000 ... 7002.600 6994.000 IM
16 T2512 20250922 107.810 ... 107.945 107.755 T
17 T2603 20250922 107.510 ... 107.595 107.420 T
18 T2606 20250922 107.335 ... 107.460 107.285 T
19 TF2512 20250922 105.675 ... 105.760 105.630 TF
20 TF2603 20250922 105.515 ... 105.620 105.510 TF
21 TF2606 20250922 105.500 ... 105.555 105.420 TF
22 TL2512 20250922 114.900 ... 115.090 114.880 TL
23 TL2603 20250922 114.620 ... 114.750 114.570 TL
24 TL2606 20250922 114.600 ... 114.770 114.540 TL
25 TS2512 20250922 102.370 ... 102.396 102.358 TS
26 TS2603 20250922 102.276 ... 102.324 102.292 TS
27 TS2606 20250922 102.298 ... 102.300 102.274 TS
[28 rows x 12 columns]
2025-09-29 18:25:40,484 - future_1d - INFO - ak.get_cffex_daily('2025-09-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250922 8479.0 8495.0 ... 35108.28 8448.0 8437.0 AP
1 AP511 20250922 8237.0 8285.0 ... 9132.05 8220.0 8233.0 AP
2 AP512 20250922 8216.0 8278.0 ... 1033.84 8205.0 8225.0 AP
3 AP601 20250922 8273.0 8350.0 ... 699317.95 8256.0 8290.0 AP
4 AP603 20250922 8166.0 8225.0 ... 931.58 8172.0 8183.0 AP
5 AP604 20250922 8107.0 8206.0 ... 326.76 8169.0 8194.0 AP
6 AP605 20250922 8240.0 8242.0 ... 7842.30 8195.0 8252.0 AP
7 CF511 20250922 13615.0 13640.0 ... 333313.68 13520.0 13625.0 CF
8 CF601 20250922 13740.0 13755.0 ... 2286431.97 13635.0 13745.0 CF
9 CF603 20250922 13700.0 13725.0 ... 4414.14 13605.0 13705.0 CF
10 CF605 20250922 13715.0 13745.0 ... 300977.45 13640.0 13715.0 CF
11 CF607 20250922 13735.0 13760.0 ... 2381.47 13645.0 13740.0 CF
12 CF609 20250922 13900.0 13920.0 ... 746.54 13825.0 13900.0 CF
13 CJ512 20250922 10680.0 10815.0 ... 6882.28 10695.0 10650.0 CJ
14 CJ601 20250922 10680.0 10835.0 ... 696790.67 10710.0 10680.0 CJ
15 CJ603 20250922 10620.0 10790.0 ... 17190.45 10665.0 10655.0 CJ
16 CJ605 20250922 10710.0 10825.0 ... 149851.15 10680.0 10725.0 CJ
17 CJ607 20250922 10795.0 10935.0 ... 5888.40 10785.0 10850.0 CJ
18 CJ609 20250922 10865.0 11020.0 ... 998.03 10905.0 10950.0 CJ
19 CY510 20250922 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250922 19765.0 19815.0 ... 120128.69 19665.0 19775.0 CY
21 CY512 20250922 0.0 0.0 ... 0.00 19590.0 19690.0 CY
22 CY601 20250922 19765.0 19825.0 ... 1182.01 19700.0 19800.0 CY
23 CY602 20250922 0.0 0.0 ... 0.00 19790.0 19810.0 CY
24 CY603 20250922 19705.0 19705.0 ... 9.85 19705.0 20160.0 CY
25 CY604 20250922 0.0 0.0 ... 0.00 19790.0 19945.0 CY
26 CY605 20250922 0.0 0.0 ... 0.00 19910.0 19990.0 CY
27 CY606 20250922 0.0 0.0 ... 0.00 19845.0 19975.0 CY
28 CY607 20250922 0.0 0.0 ... 0.00 20150.0 20290.0 CY
29 CY608 20250922 0.0 0.0 ... 0.00 19810.0 19935.0 CY
30 CY609 20250922 19945.0 20120.0 ... 60.10 20035.0 20240.0 CY
31 FG510 20250922 1101.0 1106.0 ... 6999.80 1089.0 1093.0 FG
32 FG511 20250922 1102.0 1107.0 ... 226888.15 1087.0 1095.0 FG
33 FG512 20250922 1216.0 1230.0 ... 123497.19 1211.0 1214.0 FG
34 FG601 20250922 1220.0 1230.0 ... 4208149.81 1212.0 1212.0 FG
35 FG602 20250922 1276.0 1285.0 ... 73961.48 1263.0 1268.0 FG
36 FG603 20250922 1285.0 1290.0 ... 1857.36 1274.0 1268.0 FG
37 FG604 20250922 1346.0 1351.0 ... 695.16 1332.0 1329.0 FG
38 FG605 20250922 1350.0 1355.0 ... 151749.60 1339.0 1337.0 FG
39 FG606 20250922 1376.0 1383.0 ... 614.91 1366.0 1365.0 FG
40 FG607 20250922 1375.0 1382.0 ... 2511.37 1366.0 1363.0 FG
41 FG608 20250922 1408.0 1415.0 ... 1299.50 1400.0 1395.0 FG
42 FG609 20250922 1405.0 1417.0 ... 5698.48 1405.0 1397.0 FG
43 JR511 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250922 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250922 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250922 2270.0 2274.0 ... 2445.91 2263.0 2264.0 MA
52 MA511 20250922 2296.0 2303.0 ... 166979.42 2291.0 2289.0 MA
53 MA512 20250922 2339.0 2341.0 ... 146417.13 2330.0 2333.0 MA
54 MA601 20250922 2364.0 2366.0 ... 1077703.27 2353.0 2356.0 MA
55 MA602 20250922 2380.0 2386.0 ... 30610.13 2374.0 2373.0 MA
56 MA603 20250922 2396.0 2405.0 ... 812.80 2398.0 2398.0 MA
57 MA604 20250922 2391.0 2400.0 ... 16.75 2393.0 2393.0 MA
58 MA605 20250922 2382.0 2390.0 ... 71305.63 2379.0 2382.0 MA
59 MA606 20250922 2392.0 2392.0 ... 14.31 2386.0 2385.0 MA
60 MA607 20250922 2368.0 2377.0 ... 68.64 2367.0 2373.0 MA
61 MA608 20250922 2355.0 2366.0 ... 61.36 2360.0 2368.0 MA
62 MA609 20250922 2351.0 2351.0 ... 2101.01 2337.0 2353.0 MA
63 OI511 20250922 10252.0 10327.0 ... 539379.81 10272.0 10221.0 OI
64 OI601 20250922 10079.0 10161.0 ... 2782367.67 10102.0 10046.0 OI
65 OI603 20250922 9814.0 9890.0 ... 4088.33 9851.0 9788.0 OI
66 OI605 20250922 9561.0 9647.0 ... 111614.49 9607.0 9558.0 OI
67 OI607 20250922 9552.0 9589.0 ... 1253.45 9568.0 9505.0 OI
68 OI609 20250922 9518.0 9546.0 ... 1058.11 9532.0 9482.0 OI
69 PF510 20250922 6306.0 6318.0 ... 6396.85 6296.0 6322.0 PF
70 PF511 20250922 6288.0 6306.0 ... 628345.90 6278.0 6320.0 PF
71 PF512 20250922 6266.0 6276.0 ... 347956.60 6244.0 6304.0 PF
72 PF601 20250922 6300.0 6322.0 ... 37718.83 6298.0 6340.0 PF
73 PF602 20250922 6310.0 6328.0 ... 64821.82 6300.0 6358.0 PF
74 PF603 20250922 6318.0 6330.0 ... 75.75 6314.0 6346.0 PF
75 PF604 20250922 6372.0 6372.0 ... 12.73 6366.0 6406.0 PF
76 PF605 20250922 6396.0 6396.0 ... 60.58 6378.0 6416.0 PF
77 PF606 20250922 6378.0 6378.0 ... 25.50 6376.0 6418.0 PF
78 PF607 20250922 6412.0 6412.0 ... 3.21 6412.0 6442.0 PF
79 PF608 20250922 0.0 0.0 ... 0.00 6420.0 6450.0 PF
80 PF609 20250922 6424.0 6452.0 ... 9.64 6428.0 6480.0 PF
81 PK510 20250922 7848.0 7856.0 ... 3608.19 7818.0 7868.0 PK
82 PK511 20250922 7834.0 7858.0 ... 322471.80 7820.0 7876.0 PK
83 PK512 20250922 7844.0 7862.0 ... 138594.65 7828.0 7872.0 PK
84 PK601 20250922 7858.0 7862.0 ... 37393.92 7832.0 7872.0 PK
85 PK603 20250922 7860.0 7872.0 ... 129.55 7852.0 7882.0 PK
86 PK604 20250922 7852.0 7864.0 ... 43.17 7850.0 7884.0 PK
87 PK605 20250922 7888.0 7890.0 ... 4625.97 7862.0 7890.0 PK
88 PL601 20250922 6384.0 6405.0 ... 69680.17 6373.0 6411.0 PL
89 PL602 20250922 6436.0 6438.0 ... 1102.88 6412.0 6454.0 PL
90 PL603 20250922 6421.0 6421.0 ... 25.68 6421.0 6445.0 PL
91 PL604 20250922 6415.0 6415.0 ... 25.63 6407.0 6463.0 PL
92 PL605 20250922 6350.0 6373.0 ... 101.51 6345.0 6385.0 PL
93 PL606 20250922 6384.0 6384.0 ... 12.77 6384.0 6424.0 PL
94 PL607 20250922 0.0 0.0 ... 0.00 6439.0 6439.0 PL
95 PL608 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250922 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250922 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250922 5810.0 5810.0 ... 2621.53 5788.0 5812.0 PR
104 PR511 20250922 5762.0 5778.0 ... 301092.80 5756.0 5794.0 PR
105 PR512 20250922 5768.0 5784.0 ... 334515.65 5760.0 5806.0 PR
106 PR601 20250922 5774.0 5782.0 ... 281542.36 5760.0 5802.0 PR
107 PR602 20250922 5796.0 5806.0 ... 3078.01 5780.0 5838.0 PR
108 PR603 20250922 5810.0 5818.0 ... 139.45 5810.0 5834.0 PR
109 PR604 20250922 5818.0 5828.0 ... 43.65 5820.0 5832.0 PR
110 PR605 20250922 5826.0 5828.0 ... 17.48 5828.0 5840.0 PR
111 PR606 20250922 0.0 0.0 ... 0.00 5904.0 5904.0 PR
112 PR607 20250922 0.0 0.0 ... 0.00 5912.0 5912.0 PR
113 PR608 20250922 0.0 0.0 ... 0.00 5914.0 5914.0 PR
114 PR609 20250922 0.0 0.0 ... 0.00 5888.0 5910.0 PR
115 PX510 20250922 6644.0 6678.0 ... 916.44 6666.0 6690.0 PX
116 PX511 20250922 6602.0 6654.0 ... 643956.64 6602.0 6640.0 PX
117 PX512 20250922 6598.0 6642.0 ... 277519.72 6594.0 6644.0 PX
118 PX601 20250922 6608.0 6628.0 ... 115700.73 6588.0 6634.0 PX
119 PX602 20250922 6608.0 6630.0 ... 9627.42 6590.0 6644.0 PX
120 PX603 20250922 0.0 0.0 ... 0.00 6584.0 6614.0 PX
121 PX604 20250922 6600.0 6600.0 ... 9.90 6600.0 6586.0 PX
122 PX605 20250922 6594.0 6624.0 ... 1867.18 6586.0 6628.0 PX
123 PX606 20250922 6620.0 6620.0 ... 3.31 6620.0 6606.0 PX
124 PX607 20250922 6588.0 6588.0 ... 9.88 6586.0 6614.0 PX
125 PX608 20250922 6602.0 6602.0 ... 6.60 6602.0 6622.0 PX
126 PX609 20250922 6644.0 6644.0 ... 6.63 6634.0 6652.0 PX
127 RI511 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250922 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250922 2541.0 2568.0 ... 18961.48 2553.0 2527.0 RM
134 RM601 20250922 2519.0 2552.0 ... 860518.75 2533.0 2498.0 RM
135 RM603 20250922 2414.0 2437.0 ... 20569.69 2423.0 2402.0 RM
136 RM605 20250922 2383.0 2397.0 ... 165640.91 2384.0 2374.0 RM
137 RM607 20250922 2375.0 2385.0 ... 7696.50 2373.0 2362.0 RM
138 RM608 20250922 2471.0 2480.0 ... 872.04 2470.0 2458.0 RM
139 RM609 20250922 2454.0 2469.0 ... 6114.84 2458.0 2447.0 RM
140 RS511 20250922 5329.0 5376.0 ... 58.80 5346.0 5329.0 RS
141 RS607 20250922 5595.0 5595.0 ... 155.95 5570.0 5568.0 RS
142 RS608 20250922 5595.0 5624.0 ... 150.64 5579.0 5570.0 RS
143 RS609 20250922 0.0 0.0 ... 0.00 5588.0 5588.0 RS
144 SA510 20250922 1235.0 1236.0 ... 11478.60 1219.0 1223.0 SA
145 SA511 20250922 1241.0 1247.0 ... 576015.20 1233.0 1233.0 SA
146 SA512 20250922 1308.0 1314.0 ... 250273.00 1298.0 1301.0 SA
147 SA601 20250922 1320.0 1326.0 ... 3524980.07 1307.0 1312.0 SA
148 SA602 20250922 1352.0 1357.0 ... 308874.09 1344.0 1344.0 SA
149 SA603 20250922 1357.0 1363.0 ... 3483.28 1345.0 1350.0 SA
150 SA604 20250922 1410.0 1410.0 ... 504.79 1387.0 1396.0 SA
151 SA605 20250922 1408.0 1416.0 ... 104701.84 1397.0 1403.0 SA
152 SA606 20250922 1421.0 1427.0 ... 966.83 1409.0 1415.0 SA
153 SA607 20250922 1423.0 1428.0 ... 3353.40 1411.0 1417.0 SA
154 SA608 20250922 1450.0 1456.0 ... 1683.28 1441.0 1440.0 SA
155 SA609 20250922 1454.0 1463.0 ... 6773.61 1447.0 1449.0 SA
156 SF510 20250922 5606.0 5606.0 ... 5220.47 5510.0 5594.0 SF
157 SF511 20250922 5760.0 5790.0 ... 802136.67 5692.0 5764.0 SF
158 SF512 20250922 5748.0 5784.0 ... 300500.11 5708.0 5746.0 SF
159 SF601 20250922 5760.0 5784.0 ... 236333.21 5672.0 5752.0 SF
160 SF602 20250922 5742.0 5754.0 ... 45401.13 5632.0 5710.0 SF
161 SF603 20250922 5900.0 5900.0 ... 104.57 5810.0 5870.0 SF
162 SF604 20250922 5888.0 5888.0 ... 20.57 5876.0 5876.0 SF
163 SF605 20250922 5868.0 5888.0 ... 4857.15 5794.0 5854.0 SF
164 SF606 20250922 5836.0 5840.0 ... 146.06 5728.0 5820.0 SF
165 SF607 20250922 6000.0 6000.0 ... 79.91 5920.0 5970.0 SF
166 SF608 20250922 5974.0 5974.0 ... 38.38 5906.0 5952.0 SF
167 SF609 20250922 5974.0 5974.0 ... 97.18 5890.0 5954.0 SF
168 SH510 20250922 2542.0 2543.0 ... 15410.73 2517.0 2523.0 SH
169 SH511 20250922 2580.0 2587.0 ... 567814.28 2553.0 2562.0 SH
170 SH512 20250922 2640.0 2649.0 ... 333560.83 2615.0 2618.0 SH
171 SH601 20250922 2645.0 2649.0 ... 2719570.17 2622.0 2623.0 SH
172 SH602 20250922 2670.0 2670.0 ... 56052.40 2640.0 2636.0 SH
173 SH603 20250922 2635.0 2684.0 ... 934.46 2662.0 2655.0 SH
174 SH604 20250922 2715.0 2715.0 ... 89.00 2697.0 2705.0 SH
175 SH605 20250922 2719.0 2731.0 ... 14781.20 2707.0 2706.0 SH
176 SH606 20250922 2739.0 2739.0 ... 89.65 2717.0 2727.0 SH
177 SH607 20250922 2730.0 2730.0 ... 16.30 2716.0 2729.0 SH
178 SH608 20250922 2729.0 2729.0 ... 57.02 2715.0 2730.0 SH
179 SH609 20250922 2740.0 2740.0 ... 163.34 2722.0 2727.0 SH
180 SM510 20250922 5920.0 5920.0 ... 12471.33 5798.0 5880.0 SM
181 SM511 20250922 5964.0 5972.0 ... 508950.22 5896.0 5950.0 SM
182 SM512 20250922 5982.0 5986.0 ... 103550.67 5906.0 5966.0 SM
183 SM601 20250922 5988.0 6002.0 ... 988130.11 5884.0 5980.0 SM
184 SM602 20250922 5966.0 6002.0 ... 334645.76 5936.0 5978.0 SM
185 SM603 20250922 5986.0 5996.0 ... 265.23 5894.0 5996.0 SM
186 SM604 20250922 6002.0 6002.0 ... 11.98 5992.0 5978.0 SM
187 SM605 20250922 6014.0 6042.0 ... 20961.67 5920.0 6014.0 SM
188 SM606 20250922 5964.0 5964.0 ... 23.62 5906.0 6010.0 SM
189 SM607 20250922 6038.0 6044.0 ... 32.91 5984.0 6030.0 SM
190 SM608 20250922 0.0 0.0 ... 0.00 5966.0 6048.0 SM
191 SM609 20250922 6050.0 6064.0 ... 888.25 5962.0 6048.0 SM
192 SR511 20250922 5500.0 5520.0 ... 120511.31 5497.0 5483.0 SR
193 SR601 20250922 5473.0 5478.0 ... 1012332.82 5461.0 5460.0 SR
194 SR603 20250922 5456.0 5466.0 ... 2228.85 5450.0 5452.0 SR
195 SR605 20250922 5454.0 5458.0 ... 83998.60 5442.0 5443.0 SR
196 SR607 20250922 5460.0 5464.0 ... 3106.98 5451.0 5451.0 SR
197 SR609 20250922 5471.0 5476.0 ... 2923.71 5465.0 5465.0 SR
198 TA510 20250922 4562.0 4580.0 ... 22964.55 4562.0 4602.0 TA
199 TA511 20250922 4590.0 4598.0 ... 296397.64 4576.0 4620.0 TA
200 TA512 20250922 4600.0 4608.0 ... 136797.14 4588.0 4630.0 TA
201 TA601 20250922 4608.0 4616.0 ... 1503295.87 4596.0 4638.0 TA
202 TA602 20250922 4622.0 4628.0 ... 22757.20 4606.0 4648.0 TA
203 TA603 20250922 4634.0 4638.0 ... 101.83 4630.0 4660.0 TA
204 TA604 20250922 4616.0 4618.0 ... 18.47 4618.0 4644.0 TA
205 TA605 20250922 4654.0 4660.0 ... 49514.35 4636.0 4672.0 TA
206 TA606 20250922 0.0 0.0 ... 0.00 4640.0 4702.0 TA
207 TA607 20250922 4672.0 4672.0 ... 13.97 4658.0 4708.0 TA
208 TA608 20250922 0.0 0.0 ... 0.00 4676.0 4688.0 TA
209 TA609 20250922 4680.0 4692.0 ... 119.10 4672.0 4704.0 TA
210 UR510 20250922 1552.0 1569.0 ... 3330.43 1561.0 1574.0 UR
211 UR511 20250922 1625.0 1644.0 ... 55147.72 1635.0 1647.0 UR
212 UR512 20250922 1644.0 1656.0 ... 16277.36 1648.0 1657.0 UR
213 UR601 20250922 1655.0 1666.0 ... 377420.58 1658.0 1666.0 UR
214 UR602 20250922 1665.0 1673.0 ... 788.89 1664.0 1672.0 UR
215 UR603 20250922 1717.0 1717.0 ... 68.44 1711.0 1717.0 UR
216 UR604 20250922 1712.0 1712.0 ... 3.42 1712.0 1724.0 UR
217 UR605 20250922 1717.0 1725.0 ... 24739.82 1716.0 1724.0 UR
218 UR606 20250922 1720.0 1725.0 ... 195.74 1717.0 1724.0 UR
219 UR607 20250922 1754.0 1760.0 ... 80.63 1753.0 1758.0 UR
220 UR608 20250922 1747.0 1749.0 ... 76.89 1747.0 1753.0 UR
221 UR609 20250922 1746.0 1747.0 ... 132.24 1740.0 1747.0 UR
222 WH511 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:25:40,818 - future_1d - INFO - ak.get_czce_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 SC2510 20250922 490 ... 485.5 492.1 SC
1 SC2511 20250922 485.2 ... 484.2 491.2 SC
2 SC2512 20250922 485.9 ... 483.6 489.8 SC
3 SC2601 20250922 484.3 ... 482.9 488.5 SC
4 SC2602 20250922 482.6 ... 481.8 486.6 SC
5 SC2603 20250922 482 ... 481.1 486 SC
6 SC2604 20250922 481.2 ... 481.3 486 SC
7 SC2605 20250922 481.2 ... 480.9 485.4 SC
8 SC2606 20250922 481.7 ... 480.2 485.8 SC
9 SC2607 20250922 480 ... 480.4 484.6 SC
10 SC2608 20250922 478.5 ... 478 483 SC
11 SC2609 20250922 477.6 ... 477.7 480.8 SC
12 SC2612 20250922 473.9 ... 473.9 477.1 SC
13 SC2703 20250922 ... 475.1 475.1 SC
14 SC2706 20250922 ... 469.2 469.2 SC
15 SC2709 20250922 ... 473.2 473.2 SC
16 SC2712 20250922 466.3 ... 466.3 472.9 SC
17 SC2803 20250922 ... 470 471 SC
18 SC2806 20250922 462.7 ... 462.8 467.5 SC
19 SC2809 20250922 ... 465.7 465.7 SC
21 LU2510 20250922 3368 ... 3351 3372 LU
22 LU2511 20250922 3392 ... 3373 3405 LU
23 LU2512 20250922 3363 ... 3354 3388 LU
24 LU2601 20250922 3360 ... 3342 3382 LU
25 LU2602 20250922 3335 ... 3334 3362 LU
26 LU2603 20250922 3331 ... 3326 3362 LU
27 LU2604 20250922 3323 ... 3323 3345 LU
28 LU2605 20250922 3320 ... 3326 3346 LU
29 LU2606 20250922 3309 ... 3319 3352 LU
30 LU2607 20250922 3304 ... 3307 3350 LU
31 LU2608 20250922 3305 ... 3306 3342 LU
32 LU2609 20250922 3292 ... 3292 3329 LU
34 NR2510 20250922 12300 ... 12340 12280 NR
35 NR2511 20250922 12340 ... 12365 12290 NR
36 NR2512 20250922 12340 ... 12385 12335 NR
37 NR2601 20250922 12395 ... 12405 12370 NR
38 NR2602 20250922 12425 ... 12420 12405 NR
39 NR2603 20250922 12405 ... 12385 12375 NR
40 NR2604 20250922 12465 ... 12440 12435 NR
41 NR2605 20250922 12485 ... 12485 12470 NR
42 NR2606 20250922 12510 ... 12495 12440 NR
43 NR2607 20250922 ... 12650 12650 NR
44 NR2608 20250922 ... 12685 12685 NR
45 NR2609 20250922 ... 12510 12510 NR
47 BC2510 20250922 70780 ... 71050 70760 BC
48 BC2511 20250922 70970 ... 71120 70890 BC
49 BC2512 20250922 ... 71490 71670 BC
50 BC2601 20250922 71300 ... 71300 71000 BC
51 BC2602 20250922 ... 71100 71100 BC
52 BC2603 20250922 ... 71210 71200 BC
53 BC2604 20250922 ... 71300 71300 BC
54 BC2605 20250922 ... 71300 71300 BC
55 BC2606 20250922 ... 71400 71400 BC
56 BC2607 20250922 ... 71400 71400 BC
57 BC2608 20250922 ... 71400 71400 BC
58 BC2609 20250922 ... 71550 71550 BC
60 EC2510 20250922 1067 ... 1102 1072.3 EC
61 EC2512 20250922 1651.1 ... 1669.2 1626.1 EC
62 EC2602 20250922 1601.7 ... 1586.4 1552.7 EC
63 EC2604 20250922 1265 ... 1274.4 1250.7 EC
64 EC2606 20250922 1449.5 ... 1454.8 1438.3 EC
65 EC2608 20250922 1599 ... 1606.8 1595 EC
68 SC_TAS2511 20250922 ... SC_TAS
69 SC_TAS2512 20250922 ... SC_TAS
70 SC_TAS2601 20250922 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:25:40,914 - future_1d - INFO - ak.get_ine_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 a2511 20250922 3908.00 ... 3911.00 3906.00 A
1 a2601 20250922 3902.00 ... 3908.00 3903.00 A
2 a2603 20250922 3903.00 ... 3912.00 3909.00 A
3 a2605 20250922 3947.00 ... 3949.00 3948.00 A
4 a2607 20250922 3953.00 ... 3954.00 3952.00 A
5 a2609 20250922 3960.00 ... 3961.00 3961.00 A
6 b2510 20250922 3678.00 ... 3686.00 3687.00 B
7 b2511 20250922 3694.00 ... 3716.00 3685.00 B
8 b2512 20250922 3726.00 ... 3746.00 3719.00 B
9 b2601 20250922 3723.00 ... 3733.00 3715.00 B
10 b2602 20250922 3723.00 ... 3727.00 3706.00 B
11 b2603 20250922 3671.00 ... 3683.00 3658.00 B
12 b2604 20250922 3569.00 ... 3573.00 3558.00 B
13 b2605 20250922 3497.00 ... 3496.00 3489.00 B
14 b2606 20250922 3475.00 ... 3475.00 3465.00 B
15 b2607 20250922 3471.00 ... 3475.00 3464.00 B
16 b2608 20250922 3563.00 ... 3566.00 3521.00 B
17 b2609 20250922 3582.00 ... 3583.00 3578.00 B
18 bb2511 20250922 142.05 ... 142.05 142.00 BB
19 bb2601 20250922 146.05 ... 146.50 146.65 BB
20 bb2603 20250922 147.05 ... 146.80 146.85 BB
21 bb2605 20250922 0.00 ... 141.45 141.45 BB
22 bb2607 20250922 0.00 ... 146.20 146.20 BB
23 bb2609 20250922 0.00 ... 146.20 146.20 BB
24 bz2603 20250922 5977.00 ... 5922.00 5979.00 BZ
25 bz2604 20250922 5949.00 ... 5904.00 5947.00 BZ
26 bz2605 20250922 5953.00 ... 5927.00 5975.00 BZ
27 bz2606 20250922 5936.00 ... 5936.00 5954.00 BZ
28 bz2607 20250922 5935.00 ... 5935.00 5980.00 BZ
29 bz2608 20250922 0.00 ... 5884.00 5949.00 BZ
30 c2511 20250922 2169.00 ... 2163.00 2171.00 C
31 c2601 20250922 2158.00 ... 2148.00 2161.00 C
32 c2603 20250922 2166.00 ... 2159.00 2171.00 C
33 c2605 20250922 2225.00 ... 2218.00 2228.00 C
34 c2607 20250922 2237.00 ... 2231.00 2239.00 C
35 c2609 20250922 2251.00 ... 2247.00 2234.00 C
36 cs2511 20250922 2463.00 ... 2453.00 2468.00 CS
37 cs2601 20250922 2480.00 ... 2467.00 2483.00 CS
38 cs2603 20250922 2483.00 ... 2473.00 2489.00 CS
39 cs2605 20250922 2562.00 ... 2554.00 2570.00 CS
40 cs2607 20250922 2574.00 ... 2562.00 2573.00 CS
41 cs2609 20250922 2597.00 ... 2591.00 2597.00 CS
42 eb2509 20250922 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250922 7000.00 ... 6947.00 7021.00 EB
44 eb2511 20250922 6992.00 ... 6952.00 7024.00 EB
45 eb2512 20250922 7013.00 ... 6970.00 7033.00 EB
46 eb2601 20250922 7050.00 ... 7012.00 7070.00 EB
47 eb2602 20250922 7095.00 ... 7058.00 7104.00 EB
48 eb2603 20250922 7127.00 ... 7095.00 7131.00 EB
49 eb2604 20250922 7149.00 ... 7110.00 7171.00 EB
50 eb2605 20250922 7174.00 ... 7145.00 7185.00 EB
51 eb2606 20250922 7182.00 ... 7173.00 7260.00 EB
52 eb2607 20250922 7137.00 ... 7137.00 7276.00 EB
53 eb2608 20250922 0.00 ... 7243.00 7246.00 EB
54 eg2509 20250922 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250922 4298.00 ... 4279.00 4282.00 EG
56 eg2511 20250922 4234.00 ... 4234.00 4247.00 EG
57 eg2512 20250922 4236.00 ... 4246.00 4240.00 EG
58 eg2601 20250922 4260.00 ... 4249.00 4259.00 EG
59 eg2602 20250922 4241.00 ... 4241.00 4265.00 EG
60 eg2603 20250922 4265.00 ... 4271.00 4266.00 EG
61 eg2604 20250922 4296.00 ... 4294.00 4314.00 EG
62 eg2605 20250922 4326.00 ... 4305.00 4314.00 EG
63 eg2606 20250922 4315.00 ... 4311.00 4311.00 EG
64 eg2607 20250922 4316.00 ... 4321.00 4321.00 EG
65 eg2608 20250922 0.00 ... 4378.00 4399.00 EG
66 fb2510 20250922 1258.50 ... 1259.00 1259.50 FB
67 fb2511 20250922 1255.50 ... 1254.00 1254.00 FB
68 fb2512 20250922 1253.50 ... 1254.50 1255.00 FB
69 fb2601 20250922 1254.50 ... 1255.50 1253.50 FB
70 fb2602 20250922 1256.00 ... 1255.50 1254.00 FB
71 fb2603 20250922 1249.00 ... 1247.50 1247.00 FB
72 fb2604 20250922 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250922 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250922 0.00 ... 1294.50 1298.00 FB
75 fb2607 20250922 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250922 1308.50 ... 1308.00 1270.00 FB
77 fb2609 20250922 0.00 ... 1296.00 1296.00 FB
78 i2510 20250922 827.00 ... 828.50 823.50 I
79 i2511 20250922 822.00 ... 824.50 819.00 I
80 i2512 20250922 817.00 ... 819.00 813.00 I
81 i2601 20250922 811.00 ... 812.50 805.50 I
82 i2602 20250922 806.00 ... 808.00 801.00 I
83 i2603 20250922 800.50 ... 802.00 795.50 I
84 i2604 20250922 796.00 ... 796.50 790.50 I
85 i2605 20250922 787.00 ... 790.00 784.00 I
86 i2606 20250922 783.00 ... 784.00 778.50 I
87 i2607 20250922 777.50 ... 779.50 773.50 I
88 i2608 20250922 772.50 ... 774.50 768.50 I
89 i2609 20250922 766.00 ... 768.50 762.50 I
90 j2510 20250922 1622.50 ... 1621.50 1624.00 J
91 j2511 20250922 1668.50 ... 1653.00 1657.50 J
92 j2512 20250922 1701.50 ... 1698.00 1700.00 J
93 j2601 20250922 1740.00 ... 1729.00 1725.50 J
94 j2602 20250922 1761.00 ... 1760.00 1754.00 J
95 j2603 20250922 1782.50 ... 1783.00 1763.50 J
96 j2604 20250922 0.00 ... 1814.00 1814.00 J
97 j2605 20250922 1875.00 ... 1868.50 1866.50 J
98 j2606 20250922 1899.00 ... 1899.50 1866.50 J
99 j2607 20250922 1910.00 ... 1902.50 1878.50 J
100 j2608 20250922 1931.00 ... 1931.50 1891.00 J
101 j2609 20250922 1954.00 ... 1948.00 1923.50 J
102 jd2509 20250922 0.00 ... 3193.00 3193.00 JD
103 jd2510 20250922 3038.00 ... 3003.00 3038.00 JD
104 jd2511 20250922 3124.00 ... 3096.00 3122.00 JD
105 jd2512 20250922 3256.00 ... 3224.00 3259.00 JD
106 jd2601 20250922 3415.00 ... 3381.00 3423.00 JD
107 jd2602 20250922 3160.00 ... 3135.00 3160.00 JD
108 jd2603 20250922 3181.00 ... 3156.00 3183.00 JD
109 jd2604 20250922 3352.00 ... 3324.00 3349.00 JD
110 jd2605 20250922 3478.00 ... 3443.00 3466.00 JD
111 jd2606 20250922 3276.00 ... 3254.00 3274.00 JD
112 jd2607 20250922 3508.00 ... 3492.00 3504.00 JD
113 jd2608 20250922 3928.00 ... 3924.00 3927.00 JD
114 jm2510 20250922 1040.50 ... 1036.00 1029.50 JM
115 jm2511 20250922 1091.00 ... 1085.50 1078.00 JM
116 jm2512 20250922 1165.00 ... 1155.50 1148.50 JM
117 jm2601 20250922 1236.50 ... 1229.00 1216.00 JM
118 jm2602 20250922 1259.50 ... 1251.00 1244.50 JM
119 jm2603 20250922 1282.50 ... 1277.50 1271.00 JM
120 jm2604 20250922 1308.00 ... 1304.00 1293.50 JM
121 jm2605 20250922 1339.00 ... 1323.00 1312.50 JM
122 jm2606 20250922 1359.00 ... 1347.50 1328.50 JM
123 jm2607 20250922 1367.00 ... 1361.00 1341.50 JM
124 jm2608 20250922 1378.00 ... 1370.00 1357.00 JM
125 jm2609 20250922 1398.00 ... 1389.50 1380.50 JM
126 l2510 20250922 7104.00 ... 7074.00 7095.00 L
127 l2511 20250922 7105.00 ... 7107.00 7128.00 L
128 l2512 20250922 7155.00 ... 7133.00 7158.00 L
129 l2601 20250922 7169.00 ... 7153.00 7181.00 L
130 l2602 20250922 7165.00 ... 7155.00 7177.00 L
131 l2603 20250922 7191.00 ... 7167.00 7193.00 L
132 l2604 20250922 7218.00 ... 7216.00 7233.00 L
133 l2605 20250922 7231.00 ... 7204.00 7228.00 L
134 l2606 20250922 7224.00 ... 7195.00 7225.00 L
135 l2607 20250922 7241.00 ... 7206.00 7238.00 L
136 l2608 20250922 7240.00 ... 7223.00 7256.00 L
137 l2609 20250922 7266.00 ... 7237.00 7264.00 L
138 lg2509 20250922 780.00 ... 780.00 778.00 LG
139 lg2511 20250922 805.00 ... 808.00 804.00 LG
140 lg2601 20250922 818.00 ... 821.00 818.00 LG
141 lg2603 20250922 826.50 ... 826.50 824.50 LG
142 lg2605 20250922 829.00 ... 830.50 828.50 LG
143 lg2607 20250922 829.50 ... 832.50 828.50 LG
144 lh2509 20250922 12600.00 ... 12600.00 12985.00 LH
145 lh2511 20250922 12835.00 ... 12855.00 12835.00 LH
146 lh2601 20250922 13350.00 ... 13405.00 13340.00 LH
147 lh2603 20250922 12850.00 ... 12815.00 12850.00 LH
148 lh2605 20250922 13385.00 ... 13315.00 13380.00 LH
149 lh2607 20250922 14150.00 ... 13990.00 14135.00 LH
150 m2511 20250922 2981.00 ... 3003.00 2975.00 M
151 m2512 20250922 3032.00 ... 3048.00 3024.00 M
152 m2601 20250922 3014.00 ... 3030.00 3004.00 M
153 m2603 20250922 2959.00 ... 2968.00 2949.00 M
154 m2605 20250922 2787.00 ... 2784.00 2777.00 M
155 m2607 20250922 2774.00 ... 2776.00 2768.00 M
156 m2608 20250922 2893.00 ... 2887.00 2885.00 M
157 m2609 20250922 2897.00 ... 2893.00 2889.00 M
158 p2510 20250922 9214.00 ... 9244.00 9242.00 P
159 p2511 20250922 9264.00 ... 9278.00 9292.00 P
160 p2512 20250922 9294.00 ... 9292.00 9318.00 P
161 p2601 20250922 9322.00 ... 9326.00 9340.00 P
162 p2602 20250922 9300.00 ... 9276.00 9318.00 P
163 p2603 20250922 9280.00 ... 9276.00 9280.00 P
164 p2604 20250922 9200.00 ... 9216.00 9230.00 P
165 p2605 20250922 9126.00 ... 9120.00 9138.00 P
166 p2606 20250922 9008.00 ... 9002.00 9032.00 P
167 p2607 20250922 8894.00 ... 8894.00 8930.00 P
168 p2608 20250922 8842.00 ... 8834.00 8864.00 P
169 p2609 20250922 8786.00 ... 8768.00 8812.00 P
170 pg2509 20250922 3830.00 ... 3810.00 3801.00 PG
171 pg2510 20250922 4425.00 ... 4366.00 4439.00 PG
172 pg2511 20250922 4359.00 ... 4293.00 4368.00 PG
173 pg2512 20250922 4295.00 ... 4232.00 4307.00 PG
174 pg2601 20250922 4237.00 ... 4171.00 4241.00 PG
175 pg2602 20250922 4153.00 ... 4100.00 4176.00 PG
176 pg2603 20250922 4070.00 ... 4020.00 4090.00 PG
177 pg2604 20250922 4413.00 ... 4366.00 4418.00 PG
178 pg2605 20250922 4321.00 ... 4281.00 4341.00 PG
179 pg2606 20250922 4196.00 ... 4195.00 4283.00 PG
180 pg2607 20250922 4161.00 ... 4159.00 4247.00 PG
181 pg2608 20250922 4100.00 ... 4095.00 4204.00 PG
182 pp2510 20250922 6819.00 ... 6785.00 6816.00 PP
183 pp2511 20250922 6827.00 ... 6821.00 6846.00 PP
184 pp2512 20250922 6882.00 ... 6857.00 6883.00 PP
185 pp2601 20250922 6917.00 ... 6895.00 6917.00 PP
186 pp2602 20250922 6900.00 ... 6882.00 6900.00 PP
187 pp2603 20250922 6905.00 ... 6870.00 6899.00 PP
188 pp2604 20250922 6941.00 ... 6911.00 6927.00 PP
189 pp2605 20250922 6967.00 ... 6942.00 6959.00 PP
190 pp2606 20250922 6904.00 ... 6903.00 6921.00 PP
191 pp2607 20250922 6906.00 ... 6878.00 6890.00 PP
192 pp2608 20250922 6922.00 ... 6894.00 6900.00 PP
193 pp2609 20250922 6944.00 ... 6931.00 6926.00 PP
194 rr2510 20250922 3609.00 ... 3610.00 3608.00 RR
195 rr2511 20250922 3613.00 ... 3615.00 3614.00 RR
196 rr2512 20250922 3602.00 ... 3613.00 3605.00 RR
197 rr2601 20250922 3616.00 ... 3624.00 3620.00 RR
198 rr2602 20250922 3607.00 ... 3608.00 3603.00 RR
199 rr2603 20250922 3611.00 ... 3611.00 3608.00 RR
200 rr2604 20250922 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250922 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250922 0.00 ... 3600.00 3597.00 RR
203 rr2607 20250922 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250922 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250922 0.00 ... 3614.00 3614.00 RR
206 v2510 20250922 4841.00 ... 4837.00 4834.00 V
207 v2511 20250922 4870.00 ... 4867.00 4867.00 V
208 v2512 20250922 4926.00 ... 4903.00 4908.00 V
209 v2601 20250922 4955.00 ... 4955.00 4949.00 V
210 v2602 20250922 5017.00 ... 5001.00 4984.00 V
211 v2603 20250922 5040.00 ... 5035.00 5016.00 V
212 v2604 20250922 5241.00 ... 5246.00 5222.00 V
213 v2605 20250922 5259.00 ... 5259.00 5252.00 V
214 v2606 20250922 5305.00 ... 5286.00 5286.00 V
215 v2607 20250922 5338.00 ... 5318.00 5314.00 V
216 v2608 20250922 5383.00 ... 5347.00 5342.00 V
217 v2609 20250922 5391.00 ... 5385.00 5374.00 V
218 y2511 20250922 8334.00 ... 8376.00 8350.00 Y
219 y2512 20250922 8380.00 ... 8402.00 8390.00 Y
220 y2601 20250922 8320.00 ... 8348.00 8336.00 Y
221 y2603 20250922 8258.00 ... 8282.00 8276.00 Y
222 y2605 20250922 8048.00 ... 8066.00 8060.00 Y
223 y2607 20250922 8008.00 ... 8026.00 8014.00 Y
224 y2608 20250922 8000.00 ... 8036.00 8024.00 Y
225 y2609 20250922 7988.00 ... 8000.00 7992.00 Y
[226 rows x 12 columns]
2025-09-29 18:25:41,492 - future_1d - INFO - ak.get_dce_daily('2025-09-22') done
2025-09-29 18:25:43,250 - future_1d - INFO - save future_daily 2025-09-22 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250923 ... 79940 80130 CU
1 1 CU2511 20250923 ... 79940 80120 CU
2 2 CU2512 20250923 ... 79940 80120 CU
3 3 CU2601 20250923 ... 79920 80110 CU
4 4 CU2602 20250923 ... 79890 80100 CU
5 5 CU2603 20250923 ... 79880 80130 CU
6 6 CU2604 20250923 ... 79920 80170 CU
7 7 CU2605 20250923 ... 79890 80280 CU
8 8 CU2606 20250923 ... 79940 80260 CU
9 9 CU2607 20250923 ... 79930 80290 CU
10 10 CU2608 20250923 ... 79930 80210 CU
11 11 CU2609 20250923 ... 79940 80220 CU
12 12 BC2510 20250923 ... 70920 71050 BC
13 13 BC2511 20250923 ... 70990 71120 BC
14 14 BC2512 20250923 ... 71110 71490 BC
15 15 BC2601 20250923 ... 71300 71300 BC
16 16 BC2602 20250923 ... 71100 71100 BC
17 17 BC2603 20250923 ... 71210 71210 BC
18 18 BC2604 20250923 ... 71300 71300 BC
19 19 BC2605 20250923 ... 71300 71300 BC
20 20 BC2606 20250923 ... 71400 71400 BC
21 21 BC2607 20250923 ... 71400 71400 BC
22 22 BC2608 20250923 ... 71400 71400 BC
23 23 BC2609 20250923 ... 71550 71550 BC
24 24 AL2510 20250923 ... 20685 20760 AL
25 25 AL2511 20250923 ... 20685 20770 AL
26 26 AL2512 20250923 ... 20690 20765 AL
27 27 AL2601 20250923 ... 20690 20760 AL
28 28 AL2602 20250923 ... 20690 20765 AL
29 29 AL2603 20250923 ... 20715 20785 AL
30 30 AL2604 20250923 ... 20735 20840 AL
31 31 AL2605 20250923 ... 20740 20820 AL
32 32 AL2606 20250923 ... 20745 20820 AL
33 33 AL2607 20250923 ... 20745 20840 AL
34 34 AL2608 20250923 ... 20745 20830 AL
35 35 AL2609 20250923 ... 20775 20830 AL
36 36 ZN2510 20250923 ... 21945 21995 ZN
37 37 ZN2511 20250923 ... 21955 21995 ZN
38 38 ZN2512 20250923 ... 21955 22015 ZN
39 39 ZN2601 20250923 ... 21980 22035 ZN
40 40 ZN2602 20250923 ... 21980 22055 ZN
41 41 ZN2603 20250923 ... 21960 22070 ZN
42 42 ZN2604 20250923 ... 22020 22095 ZN
43 43 ZN2605 20250923 ... 22125 22145 ZN
44 44 ZN2606 20250923 ... 22105 22185 ZN
45 45 ZN2607 20250923 ... 22115 22205 ZN
46 46 ZN2608 20250923 ... 22140 22240 ZN
47 47 ZN2609 20250923 ... 22160 22305 ZN
48 48 PB2510 20250923 ... 17085 17120 PB
49 49 PB2511 20250923 ... 17125 17160 PB
50 50 PB2512 20250923 ... 17125 17170 PB
51 51 PB2601 20250923 ... 17095 17160 PB
52 52 PB2602 20250923 ... 17175 17175 PB
53 53 PB2603 20250923 ... 17125 17185 PB
54 54 PB2604 20250923 ... 17215 17185 PB
55 55 PB2605 20250923 ... 17150 17185 PB
56 56 PB2606 20250923 ... 17165 17195 PB
57 57 PB2607 20250923 ... 17180 17215 PB
58 58 PB2608 20250923 ... 17140 17220 PB
59 59 PB2609 20250923 ... 17185 17210 PB
60 60 NI2510 20250923 ... 121010 121440 NI
61 61 NI2511 20250923 ... 121170 121630 NI
62 62 NI2512 20250923 ... 121300 121810 NI
63 63 NI2601 20250923 ... 121540 122020 NI
64 64 NI2602 20250923 ... 121790 122170 NI
65 65 NI2603 20250923 ... 122010 122400 NI
66 66 NI2604 20250923 ... 122160 122780 NI
67 67 NI2605 20250923 ... 122370 122960 NI
68 68 NI2606 20250923 ... 122520 123530 NI
69 69 NI2607 20250923 ... 122800 123500 NI
70 70 NI2608 20250923 ... 123230 123810 NI
71 71 NI2609 20250923 ... 123490 123880 NI
72 72 SN2510 20250923 ... 270250 271360 SN
73 73 SN2511 20250923 ... 270590 271840 SN
74 74 SN2512 20250923 ... 270770 272050 SN
75 75 SN2601 20250923 ... 270840 272270 SN
76 76 SN2602 20250923 ... 270970 271620 SN
77 77 SN2603 20250923 ... 270870 271420 SN
78 78 SN2604 20250923 ... 271120 271610 SN
79 79 SN2605 20250923 ... 270970 272210 SN
80 80 SN2606 20250923 ... 271080 272850 SN
81 81 SN2607 20250923 ... 272210 272590 SN
82 82 SN2608 20250923 ... 272800 271030 SN
83 83 SN2609 20250923 ... 272720 274160 SN
84 84 AO2510 20250923 ... 2873 2915 AO
85 85 AO2511 20250923 ... 2877 2914 AO
86 86 AO2512 20250923 ... 2887 2924 AO
87 87 AO2601 20250923 ... 2899 2934 AO
88 88 AO2602 20250923 ... 2905 2938 AO
89 89 AO2603 20250923 ... 2974 3008 AO
90 90 AO2604 20250923 ... 2996 3016 AO
91 91 AO2605 20250923 ... 2992 3026 AO
92 92 AO2606 20250923 ... 3007 3031 AO
93 93 AO2607 20250923 ... 3008 3040 AO
94 94 AO2608 20250923 ... 3020 3044 AO
95 95 AO2609 20250923 ... 3030 3076 AO
96 96 AD2511 20250923 ... 20230 20315 AD
97 97 AD2512 20250923 ... 20260 20340 AD
98 98 AD2601 20250923 ... 20275 20355 AD
99 99 AD2602 20250923 ... 20285 20355 AD
100 100 AD2603 20250923 ... 20300 20415 AD
101 101 AD2604 20250923 ... 20320 20345 AD
102 102 AD2605 20250923 ... 20320 20340 AD
103 103 AD2606 20250923 ... 20305 20305 AD
104 104 AD2607 20250923 ... 20510 20510 AD
105 105 AD2608 20250923 ... 20515 20515 AD
106 106 AD2609 20250923 ... 20335 20515 AD
107 107 AU2510 20250923 ... 847.78 835.38 AU
108 108 AU2511 20250923 ... 850.82 839.18 AU
109 109 AU2512 20250923 ... 851.2 838.74 AU
110 110 AU2602 20250923 ... 853.94 841.9 AU
111 111 AU2604 20250923 ... 855.86 844.64 AU
112 112 AU2606 20250923 ... 858.76 845.2 AU
113 113 AU2608 20250923 ... 861.04 848.34 AU
114 114 AU2610 20250923 ... 864.14 850.26 AU
115 115 AG2510 20250923 ... 10273 10136 AG
116 116 AG2511 20250923 ... 10294 10147 AG
117 117 AG2512 20250923 ... 10311 10168 AG
118 118 AG2601 20250923 ... 10318 10181 AG
119 119 AG2602 20250923 ... 10328 10181 AG
120 120 AG2603 20250923 ... 10346 10236 AG
121 121 AG2604 20250923 ... 10349 10233 AG
122 122 AG2605 20250923 ... 10372 10242 AG
123 123 AG2606 20250923 ... 10389 10262 AG
124 124 AG2607 20250923 ... 10399 10281 AG
125 125 AG2608 20250923 ... 10418 10291 AG
126 126 AG2609 20250923 ... 10429 10322 AG
127 127 RB2510 20250923 ... 3074 3093 RB
128 128 RB2511 20250923 ... 3088 3109 RB
129 129 RB2512 20250923 ... 3140 3161 RB
130 130 RB2601 20250923 ... 3163 3187 RB
131 131 RB2602 20250923 ... 3163 3188 RB
132 132 RB2603 20250923 ... 3182 3210 RB
133 133 RB2604 20250923 ... 3200 3222 RB
134 134 RB2605 20250923 ... 3220 3245 RB
135 135 RB2606 20250923 ... 3233 3257 RB
136 136 RB2607 20250923 ... 3248 3272 RB
137 137 RB2608 20250923 ... 3242 3266 RB
138 138 RB2609 20250923 ... 3248 3274 RB
139 139 WR2510 20250923 ... 3275 3289 WR
140 140 WR2511 20250923 ... 3302 3302 WR
141 141 WR2512 20250923 ... 3324 3324 WR
142 142 WR2601 20250923 ... 3337 3349 WR
143 143 WR2602 20250923 ... 3330 3358 WR
144 144 WR2603 20250923 ... 3399 3399 WR
145 145 WR2604 20250923 ... 3389 3389 WR
146 146 WR2605 20250923 ... 3414 3414 WR
147 147 WR2606 20250923 ... 3372 3372 WR
148 148 WR2607 20250923 ... 3390 3390 WR
149 149 WR2608 20250923 ... 3371 3399 WR
150 150 WR2609 20250923 ... 3450 3466 WR
151 151 HC2510 20250923 ... 3396 3424 HC
152 152 HC2511 20250923 ... 3377 3408 HC
153 153 HC2512 20250923 ... 3356 3392 HC
154 154 HC2601 20250923 ... 3349 3385 HC
155 155 HC2602 20250923 ... 3345 3383 HC
156 156 HC2603 20250923 ... 3350 3385 HC
157 157 HC2604 20250923 ... 3356 3388 HC
158 158 HC2605 20250923 ... 3358 3393 HC
159 159 HC2606 20250923 ... 3370 3399 HC
160 160 HC2607 20250923 ... 3376 3405 HC
161 161 HC2608 20250923 ... 3378 3392 HC
162 162 HC2609 20250923 ... 3378 3396 HC
163 163 SS2510 20250923 ... 12790 12795 SS
164 164 SS2511 20250923 ... 12905 12910 SS
165 165 SS2512 20250923 ... 12940 12945 SS
166 166 SS2601 20250923 ... 13005 13015 SS
167 167 SS2602 20250923 ... 13065 13075 SS
168 168 SS2603 20250923 ... 13125 13140 SS
169 169 SS2604 20250923 ... 13190 13195 SS
170 170 SS2605 20250923 ... 13255 13265 SS
171 171 SS2606 20250923 ... 13305 13310 SS
172 172 SS2607 20250923 ... 13340 13360 SS
173 173 SS2608 20250923 ... 13420 13395 SS
174 174 SS2609 20250923 ... 13485 13475 SS
175 175 SC2510 20250923 ... 477.6 485.5 SC
176 176 SC2511 20250923 ... 475.3 484.2 SC
177 177 SC2512 20250923 ... 475.6 483.6 SC
178 178 SC2601 20250923 ... 475.6 482.9 SC
179 179 SC2602 20250923 ... 475.1 481.8 SC
180 180 SC2603 20250923 ... 474.4 481.1 SC
181 181 SC2604 20250923 ... 475.3 481.3 SC
182 182 SC2605 20250923 ... 475 480.9 SC
183 183 SC2606 20250923 ... 474.4 480.2 SC
184 184 SC2607 20250923 ... 472.8 480.4 SC
185 185 SC2608 20250923 ... 472.8 478 SC
186 186 SC2609 20250923 ... 471.8 477.7 SC
187 187 SC2612 20250923 ... 469.8 473.9 SC
188 188 SC2703 20250923 ... 472 475.1 SC
189 189 SC2706 20250923 ... 469.2 469.2 SC
190 190 SC2709 20250923 ... 470 473.2 SC
191 191 SC2712 20250923 ... 466.3 466.3 SC
192 192 SC2803 20250923 ... 468 470 SC
193 193 SC2806 20250923 ... 458.9 462.8 SC
194 194 SC2809 20250923 ... 461 465.7 SC
195 195 LU2510 20250923 ... 3317 3351 LU
196 196 LU2511 20250923 ... 3345 3373 LU
197 197 LU2512 20250923 ... 3328 3354 LU
198 198 LU2601 20250923 ... 3318 3342 LU
199 199 LU2602 20250923 ... 3309 3334 LU
200 200 LU2603 20250923 ... 3301 3326 LU
201 201 LU2604 20250923 ... 3294 3323 LU
202 202 LU2605 20250923 ... 3304 3326 LU
203 203 LU2606 20250923 ... 3297 3319 LU
204 204 LU2607 20250923 ... 3278 3307 LU
205 205 LU2608 20250923 ... 3274 3306 LU
206 206 LU2609 20250923 ... 3268 3292 LU
207 207 FU2510 20250923 ... 2770 2803 FU
208 208 FU2511 20250923 ... 2797 2818 FU
209 209 FU2512 20250923 ... 2776 2796 FU
210 210 FU2601 20250923 ... 2758 2778 FU
211 211 FU2602 20250923 ... 2744 2761 FU
212 212 FU2603 20250923 ... 2736 2754 FU
213 213 FU2604 20250923 ... 2730 2749 FU
214 214 FU2605 20250923 ... 2718 2739 FU
215 215 FU2606 20250923 ... 2710 2732 FU
216 216 FU2607 20250923 ... 2690 2713 FU
217 217 FU2608 20250923 ... 2684 2708 FU
218 218 FU2609 20250923 ... 2674 2695 FU
219 219 BU2510 20250923 ... 3387 3421 BU
220 220 BU2511 20250923 ... 3377 3414 BU
221 221 BU2512 20250923 ... 3324 3364 BU
222 222 BU2601 20250923 ... 3291 3336 BU
223 223 BU2602 20250923 ... 3298 3340 BU
224 224 BU2603 20250923 ... 3306 3342 BU
225 225 BU2604 20250923 ... 3312 3346 BU
226 226 BU2605 20250923 ... 3308 3346 BU
227 227 BU2606 20250923 ... 3309 3337 BU
228 228 BU2607 20250923 ... 3310 3330 BU
229 229 BU2608 20250923 ... 3302 3337 BU
230 230 BU2609 20250923 ... 3304 3332 BU
231 231 BU2612 20250923 ... 3276 3297 BU
232 232 BU2703 20250923 ... 3281 3312 BU
233 233 BU2706 20250923 ... 3289 3308 BU
234 234 BU2709 20250923 ... 3297 3337 BU
235 235 BR2510 20250923 ... 11545 11565 BR
236 236 BR2511 20250923 ... 11480 11495 BR
237 237 BR2512 20250923 ... 11465 11475 BR
238 238 BR2601 20250923 ... 11460 11475 BR
239 239 BR2602 20250923 ... 11500 11485 BR
240 240 BR2603 20250923 ... 11570 11470 BR
241 241 BR2604 20250923 ... 11540 11535 BR
242 242 BR2605 20250923 ... 11510 11545 BR
243 243 BR2606 20250923 ... 11620 11630 BR
244 244 BR2607 20250923 ... 11680 11730 BR
245 245 BR2608 20250923 ... 11685 11715 BR
246 246 BR2609 20250923 ... 11675 11675 BR
247 247 RU2510 20250923 ... 14780 14745 RU
248 248 RU2511 20250923 ... 14695 14675 RU
249 249 RU2601 20250923 ... 15570 15560 RU
250 250 RU2603 20250923 ... 15510 15560 RU
251 251 RU2604 20250923 ... 15505 15550 RU
252 252 RU2605 20250923 ... 15525 15540 RU
253 253 RU2606 20250923 ... 15655 15580 RU
254 254 RU2607 20250923 ... 15575 15580 RU
255 255 RU2608 20250923 ... 15680 15735 RU
256 256 RU2609 20250923 ... 15575 15610 RU
257 257 NR2510 20250923 ... 12390 12340 NR
258 258 NR2511 20250923 ... 12435 12365 NR
259 259 NR2512 20250923 ... 12445 12385 NR
260 260 NR2601 20250923 ... 12475 12405 NR
261 261 NR2602 20250923 ... 12460 12420 NR
262 262 NR2603 20250923 ... 12505 12385 NR
263 263 NR2604 20250923 ... 12525 12440 NR
264 264 NR2605 20250923 ... 12505 12485 NR
265 265 NR2606 20250923 ... 12495 12495 NR
266 266 NR2607 20250923 ... 12650 12650 NR
267 267 NR2608 20250923 ... 12685 12685 NR
268 268 NR2609 20250923 ... 12510 12510 NR
269 269 SP2510 20250923 ... 4984 4980 SP
270 270 SP2511 20250923 ... 5006 5006 SP
271 271 SP2512 20250923 ... 5026 5024 SP
272 272 SP2601 20250923 ... 5274 5298 SP
273 273 SP2602 20250923 ... 5264 5286 SP
274 274 SP2603 20250923 ... 5282 5304 SP
275 275 SP2604 20250923 ... 5286 5320 SP
276 276 SP2605 20250923 ... 5300 5316 SP
277 277 SP2606 20250923 ... 5308 5320 SP
278 278 SP2607 20250923 ... 5310 5322 SP
279 279 SP2608 20250923 ... 5312 5330 SP
280 280 SP2609 20250923 ... 5308 5340 SP
281 281 OP2601 20250923 ... 4230 4238 OP
282 282 OP2602 20250923 ... 4228 4232 OP
283 283 OP2603 20250923 ... 4238 4258 OP
284 284 OP2604 20250923 ... 4262 4270 OP
285 285 OP2605 20250923 ... 4276 4286 OP
286 286 OP2606 20250923 ... 4242 4242 OP
287 287 OP2607 20250923 ... 4258 4258 OP
288 288 OP2608 20250923 ... 4238 4260 OP
289 289 OP2609 20250923 ... 4342 4342 OP
290 290 EC2510 20250923 ... 1085.4 1102 EC
291 291 EC2512 20250923 ... 1622.5 1669.2 EC
292 292 EC2602 20250923 ... 1536.9 1586.4 EC
293 293 EC2604 20250923 ... 1235.7 1274.4 EC
294 294 EC2606 20250923 ... 1422.5 1454.8 EC
295 295 EC2608 20250923 ... 1591.2 1606.8 EC
296 298 SC_TAS2511 20250923 ... SC_TAS
297 299 SC_TAS2512 20250923 ... SC_TAS
298 300 SC_TAS2601 20250923 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:25:50,029 - future_1d - INFO - ak.get_shfe_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 PS2510 20250923 51015.0 ... 50335.0 51890.0 PS
1 PS2511 20250923 50900.0 ... 50170.0 51675.0 PS
2 PS2512 20250923 53420.0 ... 52510.0 54225.0 PS
3 PS2601 20250923 53070.0 ... 52240.0 54065.0 PS
4 PS2602 20250923 53345.0 ... 52145.0 54595.0 PS
5 PS2603 20250923 53410.0 ... 51780.0 54490.0 PS
6 PS2604 20250923 53440.0 ... 52115.0 54165.0 PS
7 PS2605 20250923 53100.0 ... 51960.0 53990.0 PS
8 PS2606 20250923 55615.0 ... 54160.0 56335.0 PS
9 PS2607 20250923 55715.0 ... 53800.0 56470.0 PS
10 PS2608 20250923 55385.0 ... 53725.0 56380.0 PS
11 PS2609 20250923 55295.0 ... 53680.0 56245.0 PS
13 SI2510 20250923 8900.0 ... 8905.0 9110.0 SI
14 SI2511 20250923 8930.0 ... 8945.0 9135.0 SI
15 SI2512 20250923 9330.0 ... 9350.0 9520.0 SI
16 SI2601 20250923 9310.0 ... 9305.0 9515.0 SI
17 SI2602 20250923 9320.0 ... 9320.0 9525.0 SI
18 SI2603 20250923 9390.0 ... 9340.0 9510.0 SI
19 SI2604 20250923 9330.0 ... 9335.0 9500.0 SI
20 SI2605 20250923 9330.0 ... 9355.0 9520.0 SI
21 SI2606 20250923 9345.0 ... 9335.0 9545.0 SI
22 SI2607 20250923 9380.0 ... 9355.0 9510.0 SI
23 SI2608 20250923 9340.0 ... 9350.0 9560.0 SI
24 SI2609 20250923 9380.0 ... 9360.0 9575.0 SI
27 LC2510 20250923 72880.0 ... 73160.0 73660.0 LC
28 LC2511 20250923 73040.0 ... 73460.0 73780.0 LC
29 LC2512 20250923 73240.0 ... 73540.0 73940.0 LC
30 LC2601 20250923 74160.0 ... 73440.0 73880.0 LC
31 LC2602 20250923 73120.0 ... 73360.0 73580.0 LC
32 LC2603 20250923 73520.0 ... 73320.0 73840.0 LC
33 LC2604 20250923 74180.0 ... 73900.0 74240.0 LC
34 LC2605 20250923 73860.0 ... 73800.0 74280.0 LC
35 LC2606 20250923 73700.0 ... 73500.0 74180.0 LC
36 LC2607 20250923 73460.0 ... 73440.0 73980.0 LC
37 LC2608 20250923 73600.0 ... 73500.0 74100.0 LC
38 LC2609 20250923 73680.0 ... 73580.0 74020.0 LC
[36 rows x 12 columns]
2025-09-29 18:25:50,237 - future_1d - INFO - ak.get_gfex_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 IC2510 20250923 7156.800 ... 7034.000 7124.600 IC
1 IC2511 20250923 7093.200 ... 6972.000 7056.600 IC
2 IC2512 20250923 7033.000 ... 6888.200 6995.000 IC
3 IC2603 20250923 6857.000 ... 6715.600 6825.000 IC
4 IF2510 20250923 4516.800 ... 4482.000 4497.400 IF
5 IF2511 20250923 4502.000 ... 4472.600 4481.800 IF
6 IF2512 20250923 4495.000 ... 4454.600 4472.400 IF
7 IF2603 20250923 4469.000 ... 4425.200 4448.800 IF
8 IH2510 20250923 2917.000 ... 2911.800 2917.000 IH
9 IH2511 20250923 2915.800 ... 2912.600 2915.800 IH
10 IH2512 20250923 2920.000 ... 2912.400 2917.400 IH
11 IH2603 20250923 2921.000 ... 2911.400 2918.800 IH
12 IM2510 20250923 7402.200 ... 7250.400 7373.800 IM
13 IM2511 20250923 7319.800 ... 7160.400 7290.800 IM
14 IM2512 20250923 7236.800 ... 7075.800 7211.000 IM
15 IM2603 20250923 7029.000 ... 6870.200 7002.600 IM
16 T2512 20250923 107.905 ... 107.755 107.945 T
17 T2603 20250923 107.575 ... 107.420 107.595 T
18 T2606 20250923 107.400 ... 107.320 107.460 T
19 TF2512 20250923 105.730 ... 105.645 105.760 TF
20 TF2603 20250923 105.610 ... 105.515 105.620 TF
21 TF2606 20250923 105.530 ... 105.455 105.555 TF
22 TL2512 20250923 114.950 ... 114.540 115.090 TL
23 TL2603 20250923 114.660 ... 114.200 114.750 TL
24 TL2606 20250923 114.510 ... 114.250 114.770 TL
25 TS2512 20250923 102.394 ... 102.352 102.396 TS
26 TS2603 20250923 102.312 ... 102.280 102.324 TS
27 TS2606 20250923 102.274 ... 102.280 102.300 TS
[28 rows x 12 columns]
2025-09-29 18:25:50,624 - future_1d - INFO - ak.get_cffex_daily('2025-09-23') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250923 8450.0 8490.0 ... 23932.02 8472.0 8448.0 AP
1 AP511 20250923 8251.0 8288.0 ... 7593.47 8263.0 8220.0 AP
2 AP512 20250923 8252.0 8254.0 ... 543.07 8228.0 8205.0 AP
3 AP601 20250923 8293.0 8322.0 ... 349547.15 8285.0 8256.0 AP
4 AP603 20250923 8191.0 8208.0 ... 220.83 8179.0 8172.0 AP
5 AP604 20250923 8155.0 8156.0 ... 48.92 8154.0 8169.0 AP
6 AP605 20250923 8238.0 8239.0 ... 2657.67 8203.0 8195.0 AP
7 CF511 20250923 13505.0 13540.0 ... 335967.69 13490.0 13520.0 CF
8 CF601 20250923 13600.0 13605.0 ... 1633174.42 13545.0 13635.0 CF
9 CF603 20250923 13565.0 13565.0 ... 3271.99 13520.0 13605.0 CF
10 CF605 20250923 13620.0 13620.0 ... 227380.36 13560.0 13640.0 CF
11 CF607 20250923 13590.0 13600.0 ... 821.13 13570.0 13645.0 CF
12 CF609 20250923 13760.0 13780.0 ... 336.51 13735.0 13825.0 CF
13 CJ512 20250923 10680.0 10780.0 ... 1889.48 10735.0 10695.0 CJ
14 CJ601 20250923 10700.0 10820.0 ... 569998.00 10760.0 10710.0 CJ
15 CJ603 20250923 10660.0 10795.0 ... 10673.59 10745.0 10665.0 CJ
16 CJ605 20250923 10700.0 10820.0 ... 77130.91 10760.0 10680.0 CJ
17 CJ607 20250923 10825.0 10925.0 ... 1770.36 10860.0 10785.0 CJ
18 CJ609 20250923 10950.0 11000.0 ... 197.45 10970.0 10905.0 CJ
19 CY510 20250923 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250923 19640.0 19695.0 ... 96808.01 19640.0 19665.0 CY
21 CY512 20250923 0.0 0.0 ... 0.00 19495.0 19590.0 CY
22 CY601 20250923 19655.0 19675.0 ... 2238.56 19635.0 19700.0 CY
23 CY602 20250923 0.0 0.0 ... 0.00 19745.0 19790.0 CY
24 CY603 20250923 0.0 0.0 ... 0.00 19735.0 19705.0 CY
25 CY604 20250923 0.0 0.0 ... 0.00 19730.0 19790.0 CY
26 CY605 20250923 19835.0 19835.0 ... 29.67 19780.0 19910.0 CY
27 CY606 20250923 0.0 0.0 ... 0.00 19735.0 19845.0 CY
28 CY607 20250923 0.0 0.0 ... 0.00 20005.0 20150.0 CY
29 CY608 20250923 0.0 0.0 ... 0.00 19810.0 19810.0 CY
30 CY609 20250923 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250923 1082.0 1083.0 ... 8381.67 1073.0 1089.0 FG
32 FG511 20250923 1077.0 1077.0 ... 195070.28 1067.0 1087.0 FG
33 FG512 20250923 1196.0 1197.0 ... 91030.90 1184.0 1211.0 FG
34 FG601 20250923 1195.0 1195.0 ... 4359055.58 1181.0 1212.0 FG
35 FG602 20250923 1248.0 1254.0 ... 77124.71 1240.0 1263.0 FG
36 FG603 20250923 1257.0 1257.0 ... 3286.93 1245.0 1274.0 FG
37 FG604 20250923 1318.0 1321.0 ... 719.35 1308.0 1332.0 FG
38 FG605 20250923 1327.0 1327.0 ... 169356.31 1310.0 1339.0 FG
39 FG606 20250923 1349.0 1349.0 ... 854.70 1340.0 1366.0 FG
40 FG607 20250923 1350.0 1350.0 ... 1643.94 1339.0 1366.0 FG
41 FG608 20250923 1392.0 1392.0 ... 1223.87 1384.0 1400.0 FG
42 FG609 20250923 1399.0 1399.0 ... 5673.52 1388.0 1405.0 FG
43 JR511 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250923 2250.0 2258.0 ... 3747.47 2249.0 2263.0 MA
52 MA511 20250923 2278.0 2289.0 ... 206723.97 2278.0 2291.0 MA
53 MA512 20250923 2324.0 2328.0 ... 194794.73 2320.0 2330.0 MA
54 MA601 20250923 2339.0 2351.0 ... 1088354.07 2340.0 2353.0 MA
55 MA602 20250923 2364.0 2373.0 ... 134806.42 2363.0 2374.0 MA
56 MA603 20250923 2384.0 2396.0 ... 801.17 2384.0 2398.0 MA
57 MA604 20250923 2391.0 2391.0 ... 11.90 2379.0 2393.0 MA
58 MA605 20250923 2371.0 2380.0 ... 53597.43 2371.0 2379.0 MA
59 MA606 20250923 2383.0 2383.0 ... 4.76 2380.0 2386.0 MA
60 MA607 20250923 2360.0 2364.0 ... 37.69 2356.0 2367.0 MA
61 MA608 20250923 2349.0 2361.0 ... 7.06 2354.0 2360.0 MA
62 MA609 20250923 2337.0 2345.0 ... 2365.82 2333.0 2337.0 MA
63 OI511 20250923 10287.0 10290.0 ... 737228.24 10202.0 10272.0 OI
64 OI601 20250923 10118.0 10121.0 ... 4204398.12 10026.0 10102.0 OI
65 OI603 20250923 9838.0 9849.0 ... 5661.95 9745.0 9851.0 OI
66 OI605 20250923 9608.0 9617.0 ... 246149.62 9498.0 9607.0 OI
67 OI607 20250923 9551.0 9551.0 ... 1048.77 9448.0 9568.0 OI
68 OI609 20250923 9501.0 9506.0 ... 649.85 9418.0 9532.0 OI
69 PF510 20250923 6260.0 6262.0 ... 5991.79 6242.0 6296.0 PF
70 PF511 20250923 6254.0 6256.0 ... 499030.51 6234.0 6278.0 PF
71 PF512 20250923 6218.0 6220.0 ... 287371.85 6202.0 6244.0 PF
72 PF601 20250923 6270.0 6270.0 ... 35246.28 6246.0 6298.0 PF
73 PF602 20250923 6260.0 6272.0 ... 81677.67 6258.0 6300.0 PF
74 PF603 20250923 6262.0 6266.0 ... 50.06 6258.0 6314.0 PF
75 PF604 20250923 6314.0 6316.0 ... 22.08 6308.0 6366.0 PF
76 PF605 20250923 6332.0 6332.0 ... 34.82 6332.0 6378.0 PF
77 PF606 20250923 0.0 0.0 ... 0.00 6364.0 6376.0 PF
78 PF607 20250923 0.0 0.0 ... 0.00 6378.0 6412.0 PF
79 PF608 20250923 0.0 0.0 ... 0.00 6392.0 6420.0 PF
80 PF609 20250923 6408.0 6408.0 ... 3.20 6408.0 6428.0 PF
81 PK510 20250923 7794.0 7816.0 ... 3624.08 7794.0 7818.0 PK
82 PK511 20250923 7790.0 7802.0 ... 380149.50 7772.0 7820.0 PK
83 PK512 20250923 7802.0 7812.0 ... 166386.10 7788.0 7828.0 PK
84 PK601 20250923 7820.0 7820.0 ... 58162.67 7796.0 7832.0 PK
85 PK603 20250923 7828.0 7834.0 ... 297.03 7818.0 7852.0 PK
86 PK604 20250923 7836.0 7836.0 ... 58.72 7830.0 7850.0 PK
87 PK605 20250923 7846.0 7846.0 ... 2961.37 7834.0 7862.0 PK
88 PL601 20250923 6319.0 6348.0 ... 53121.68 6332.0 6373.0 PL
89 PL602 20250923 6366.0 6373.0 ... 165.58 6369.0 6412.0 PL
90 PL603 20250923 0.0 0.0 ... 0.00 6402.0 6421.0 PL
91 PL604 20250923 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250923 0.0 0.0 ... 0.00 6327.0 6345.0 PL
93 PL606 20250923 0.0 0.0 ... 0.00 6384.0 6384.0 PL
94 PL607 20250923 0.0 0.0 ... 0.00 6410.0 6439.0 PL
95 PL608 20250923 0.0 0.0 ... 0.00 6499.0 6500.0 PL
96 PL609 20250923 0.0 0.0 ... 0.00 6490.0 6500.0 PL
97 PM511 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250923 5756.0 5784.0 ... 3373.82 5752.0 5788.0 PR
104 PR511 20250923 5732.0 5734.0 ... 474277.75 5708.0 5756.0 PR
105 PR512 20250923 5730.0 5740.0 ... 546543.29 5712.0 5760.0 PR
106 PR601 20250923 5734.0 5734.0 ... 178133.22 5712.0 5760.0 PR
107 PR602 20250923 5756.0 6124.0 ... 397.18 5756.0 5780.0 PR
108 PR603 20250923 5778.0 6136.0 ... 398.15 5770.0 5810.0 PR
109 PR604 20250923 5766.0 5800.0 ... 173.45 5782.0 5820.0 PR
110 PR605 20250923 5794.0 5812.0 ... 130.32 5792.0 5828.0 PR
111 PR606 20250923 0.0 0.0 ... 0.00 5860.0 5904.0 PR
112 PR607 20250923 5848.0 5848.0 ... 8.77 5848.0 5912.0 PR
113 PR608 20250923 0.0 0.0 ... 0.00 5870.0 5914.0 PR
114 PR609 20250923 0.0 0.0 ... 0.00 5870.0 5888.0 PR
115 PX510 20250923 6592.0 6592.0 ... 817.21 6564.0 6666.0 PX
116 PX511 20250923 6566.0 6570.0 ... 536097.15 6534.0 6602.0 PX
117 PX512 20250923 6564.0 6564.0 ... 232067.56 6526.0 6594.0 PX
118 PX601 20250923 6550.0 6550.0 ... 118298.50 6518.0 6588.0 PX
119 PX602 20250923 6548.0 6552.0 ... 10757.76 6524.0 6590.0 PX
120 PX603 20250923 6524.0 6524.0 ... 13.02 6512.0 6584.0 PX
121 PX604 20250923 0.0 0.0 ... 0.00 6540.0 6600.0 PX
122 PX605 20250923 6530.0 6558.0 ... 3227.44 6528.0 6586.0 PX
123 PX606 20250923 0.0 0.0 ... 0.00 6558.0 6620.0 PX
124 PX607 20250923 6528.0 6614.0 ... 45.96 6566.0 6586.0 PX
125 PX608 20250923 6550.0 6550.0 ... 6.55 6548.0 6602.0 PX
126 PX609 20250923 6580.0 6580.0 ... 3.29 6580.0 6634.0 PX
127 RI511 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250923 2534.0 2537.0 ... 33070.36 2493.0 2553.0 RM
134 RM601 20250923 2519.0 2519.0 ... 1206857.30 2468.0 2533.0 RM
135 RM603 20250923 2407.0 2409.0 ... 26030.09 2368.0 2423.0 RM
136 RM605 20250923 2367.0 2369.0 ... 257422.45 2338.0 2384.0 RM
137 RM607 20250923 2356.0 2356.0 ... 16271.20 2328.0 2373.0 RM
138 RM608 20250923 2455.0 2455.0 ... 2317.59 2427.0 2470.0 RM
139 RM609 20250923 2442.0 2462.0 ... 6438.24 2426.0 2458.0 RM
140 RS511 20250923 5306.0 5330.0 ... 90.06 5297.0 5346.0 RS
141 RS607 20250923 5519.0 5574.0 ... 166.34 5545.0 5570.0 RS
142 RS608 20250923 5526.0 5571.0 ... 177.37 5543.0 5579.0 RS
143 RS609 20250923 5534.0 5584.0 ... 122.16 5553.0 5588.0 RS
144 SA510 20250923 1205.0 1209.0 ... 13784.78 1200.0 1219.0 SA
145 SA511 20250923 1217.0 1218.0 ... 630620.16 1209.0 1233.0 SA
146 SA512 20250923 1278.0 1280.0 ... 303270.59 1267.0 1298.0 SA
147 SA601 20250923 1287.0 1290.0 ... 3200531.21 1278.0 1307.0 SA
148 SA602 20250923 1322.0 1323.0 ... 302874.97 1308.0 1344.0 SA
149 SA603 20250923 1329.0 1363.0 ... 5013.19 1317.0 1345.0 SA
150 SA604 20250923 1375.0 1375.0 ... 1850.53 1359.0 1387.0 SA
151 SA605 20250923 1380.0 1385.0 ... 179470.47 1364.0 1397.0 SA
152 SA606 20250923 1391.0 1392.0 ... 1518.85 1378.0 1409.0 SA
153 SA607 20250923 1393.0 1394.0 ... 1744.90 1380.0 1411.0 SA
154 SA608 20250923 1431.0 1431.0 ... 1465.37 1417.0 1441.0 SA
155 SA609 20250923 1438.0 1438.0 ... 6767.03 1423.0 1447.0 SA
156 SF510 20250923 5464.0 5544.0 ... 6162.35 5508.0 5510.0 SF
157 SF511 20250923 5642.0 5734.0 ... 696479.14 5692.0 5692.0 SF
158 SF512 20250923 5658.0 5718.0 ... 225000.00 5676.0 5708.0 SF
159 SF601 20250923 5636.0 5706.0 ... 191019.14 5664.0 5672.0 SF
160 SF602 20250923 5586.0 5668.0 ... 33277.91 5628.0 5632.0 SF
161 SF603 20250923 5810.0 5810.0 ... 54.94 5784.0 5810.0 SF
162 SF604 20250923 0.0 0.0 ... 0.00 5832.0 5876.0 SF
163 SF605 20250923 5758.0 5820.0 ... 2607.62 5776.0 5794.0 SF
164 SF606 20250923 5730.0 5774.0 ... 183.61 5738.0 5728.0 SF
165 SF607 20250923 5900.0 5900.0 ... 41.12 5876.0 5920.0 SF
166 SF608 20250923 5834.0 5856.0 ... 8.77 5846.0 5906.0 SF
167 SF609 20250923 5904.0 5904.0 ... 111.22 5854.0 5890.0 SF
168 SH510 20250923 2497.0 2506.0 ... 23584.32 2474.0 2517.0 SH
169 SH511 20250923 2518.0 2535.0 ... 712883.24 2493.0 2553.0 SH
170 SH512 20250923 2590.0 2598.0 ... 396488.93 2551.0 2615.0 SH
171 SH601 20250923 2594.0 2603.0 ... 3220884.00 2555.0 2622.0 SH
172 SH602 20250923 2618.0 2624.0 ... 58040.99 2573.0 2640.0 SH
173 SH603 20250923 2636.0 2637.0 ... 1941.86 2589.0 2662.0 SH
174 SH604 20250923 2681.0 2681.0 ... 386.46 2629.0 2697.0 SH
175 SH605 20250923 2688.0 2694.0 ... 24995.82 2648.0 2707.0 SH
176 SH606 20250923 2689.0 2695.0 ... 431.06 2661.0 2717.0 SH
177 SH607 20250923 2661.0 2668.0 ... 119.10 2647.0 2716.0 SH
178 SH608 20250923 2699.0 2699.0 ... 87.61 2655.0 2715.0 SH
179 SH609 20250923 2704.0 2704.0 ... 577.67 2674.0 2722.0 SH
180 SM510 20250923 5742.0 5838.0 ... 5693.78 5790.0 5798.0 SM
181 SM511 20250923 5844.0 5918.0 ... 260909.85 5862.0 5896.0 SM
182 SM512 20250923 5858.0 5924.0 ... 95495.91 5866.0 5906.0 SM
183 SM601 20250923 5858.0 5940.0 ... 725733.20 5890.0 5884.0 SM
184 SM602 20250923 5866.0 5948.0 ... 110787.74 5892.0 5936.0 SM
185 SM603 20250923 5902.0 5956.0 ... 381.97 5922.0 5894.0 SM
186 SM604 20250923 5940.0 5944.0 ... 23.75 5938.0 5992.0 SM
187 SM605 20250923 5918.0 5978.0 ... 10115.74 5930.0 5920.0 SM
188 SM606 20250923 5918.0 5918.0 ... 2.96 5918.0 5906.0 SM
189 SM607 20250923 5936.0 5952.0 ... 14.85 5940.0 5984.0 SM
190 SM608 20250923 5928.0 5928.0 ... 2.96 5928.0 5966.0 SM
191 SM609 20250923 5980.0 6008.0 ... 534.55 5974.0 5962.0 SM
192 SR511 20250923 5500.0 5516.0 ... 155873.47 5496.0 5497.0 SR
193 SR601 20250923 5451.0 5457.0 ... 1208829.22 5440.0 5461.0 SR
194 SR603 20250923 5450.0 5450.0 ... 6275.57 5424.0 5450.0 SR
195 SR605 20250923 5430.0 5435.0 ... 126861.56 5414.0 5442.0 SR
196 SR607 20250923 5448.0 5449.0 ... 5980.90 5427.0 5451.0 SR
197 SR609 20250923 5458.0 5459.0 ... 3040.49 5439.0 5465.0 SR
198 TA510 20250923 4522.0 4524.0 ... 18585.90 4512.0 4562.0 TA
199 TA511 20250923 4542.0 4546.0 ... 251751.50 4528.0 4576.0 TA
200 TA512 20250923 4560.0 4560.0 ... 100162.00 4540.0 4588.0 TA
201 TA601 20250923 4562.0 4568.0 ... 1376736.09 4550.0 4596.0 TA
202 TA602 20250923 4566.0 4578.0 ... 19993.68 4560.0 4606.0 TA
203 TA603 20250923 4576.0 4588.0 ... 157.71 4572.0 4630.0 TA
204 TA604 20250923 4580.0 4588.0 ... 6.87 4584.0 4618.0 TA
205 TA605 20250923 4600.0 4610.0 ... 54237.18 4592.0 4636.0 TA
206 TA606 20250923 4608.0 4608.0 ... 20.68 4596.0 4640.0 TA
207 TA607 20250923 4610.0 4624.0 ... 27.66 4610.0 4658.0 TA
208 TA608 20250923 4626.0 4628.0 ... 9.25 4626.0 4676.0 TA
209 TA609 20250923 4634.0 4642.0 ... 243.28 4634.0 4672.0 TA
210 UR510 20250923 1558.0 1566.0 ... 5681.73 1559.0 1561.0 UR
211 UR511 20250923 1630.0 1640.0 ... 57725.64 1634.0 1635.0 UR
212 UR512 20250923 1648.0 1653.0 ... 16640.84 1648.0 1648.0 UR
213 UR601 20250923 1655.0 1664.0 ... 373093.20 1658.0 1658.0 UR
214 UR602 20250923 1665.0 1671.0 ... 589.60 1666.0 1664.0 UR
215 UR603 20250923 1712.0 1714.0 ... 71.83 1710.0 1711.0 UR
216 UR604 20250923 1711.0 1715.0 ... 27.40 1713.0 1712.0 UR
217 UR605 20250923 1712.0 1718.0 ... 18504.79 1713.0 1716.0 UR
218 UR606 20250923 1713.0 1718.0 ... 181.69 1714.0 1717.0 UR
219 UR607 20250923 1748.0 1749.0 ... 188.59 1746.0 1753.0 UR
220 UR608 20250923 1745.0 1745.0 ... 24.39 1742.0 1747.0 UR
221 UR609 20250923 1735.0 1739.0 ... 350.40 1735.0 1740.0 UR
222 WH511 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:25:50,895 - future_1d - INFO - ak.get_czce_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 SC2510 20250923 481.2 ... 477.6 485.5 SC
1 SC2511 20250923 476.6 ... 475.3 484.2 SC
2 SC2512 20250923 477.4 ... 475.6 483.6 SC
3 SC2601 20250923 476.3 ... 475.6 482.9 SC
4 SC2602 20250923 476.6 ... 475.1 481.8 SC
5 SC2603 20250923 476 ... 474.4 481.1 SC
6 SC2604 20250923 476.6 ... 475.3 481.3 SC
7 SC2605 20250923 476.5 ... 475 480.9 SC
8 SC2606 20250923 474.7 ... 474.4 480.2 SC
9 SC2607 20250923 474.2 ... 472.8 480.4 SC
10 SC2608 20250923 473.5 ... 472.8 478 SC
11 SC2609 20250923 471.3 ... 471.8 477.7 SC
12 SC2612 20250923 470.6 ... 469.8 473.9 SC
13 SC2703 20250923 ... 472 475.1 SC
14 SC2706 20250923 ... 469.2 469.2 SC
15 SC2709 20250923 ... 470 473.2 SC
16 SC2712 20250923 ... 466.3 466.3 SC
17 SC2803 20250923 ... 468 470 SC
18 SC2806 20250923 456.5 ... 458.9 462.8 SC
19 SC2809 20250923 ... 461 465.7 SC
21 LU2510 20250923 3322 ... 3317 3351 LU
22 LU2511 20250923 3330 ... 3345 3373 LU
23 LU2512 20250923 3328 ... 3328 3354 LU
24 LU2601 20250923 3320 ... 3318 3342 LU
25 LU2602 20250923 3301 ... 3309 3334 LU
26 LU2603 20250923 3296 ... 3301 3326 LU
27 LU2604 20250923 3289 ... 3294 3323 LU
28 LU2605 20250923 3299 ... 3304 3326 LU
29 LU2606 20250923 3281 ... 3297 3319 LU
30 LU2607 20250923 3280 ... 3278 3307 LU
31 LU2608 20250923 3270 ... 3274 3306 LU
32 LU2609 20250923 3262 ... 3268 3292 LU
34 NR2510 20250923 12400 ... 12390 12340 NR
35 NR2511 20250923 12445 ... 12435 12365 NR
36 NR2512 20250923 12460 ... 12445 12385 NR
37 NR2601 20250923 12505 ... 12475 12405 NR
38 NR2602 20250923 12470 ... 12460 12420 NR
39 NR2603 20250923 12480 ... 12505 12385 NR
40 NR2604 20250923 12545 ... 12525 12440 NR
41 NR2605 20250923 12525 ... 12505 12485 NR
42 NR2606 20250923 ... 12495 12495 NR
43 NR2607 20250923 ... 12650 12650 NR
44 NR2608 20250923 ... 12685 12685 NR
45 NR2609 20250923 ... 12510 12510 NR
47 BC2510 20250923 71080 ... 70920 71050 BC
48 BC2511 20250923 71150 ... 70990 71120 BC
49 BC2512 20250923 71490 ... 71110 71490 BC
50 BC2601 20250923 ... 71300 71300 BC
51 BC2602 20250923 ... 71100 71100 BC
52 BC2603 20250923 ... 71210 71210 BC
53 BC2604 20250923 ... 71300 71300 BC
54 BC2605 20250923 ... 71300 71300 BC
55 BC2606 20250923 ... 71400 71400 BC
56 BC2607 20250923 ... 71400 71400 BC
57 BC2608 20250923 ... 71400 71400 BC
58 BC2609 20250923 ... 71550 71550 BC
60 EC2510 20250923 1101 ... 1085.4 1102 EC
61 EC2512 20250923 1640 ... 1622.5 1669.2 EC
62 EC2602 20250923 1560.1 ... 1536.9 1586.4 EC
63 EC2604 20250923 1270 ... 1235.7 1274.4 EC
64 EC2606 20250923 1453.1 ... 1422.5 1454.8 EC
65 EC2608 20250923 1586.1 ... 1591.2 1606.8 EC
68 SC_TAS2511 20250923 ... SC_TAS
69 SC_TAS2512 20250923 ... SC_TAS
70 SC_TAS2601 20250923 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:25:50,985 - future_1d - INFO - ak.get_ine_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 a2511 20250923 3909.00 ... 3876.00 3911.00 A
1 a2601 20250923 3899.00 ... 3870.00 3908.00 A
2 a2603 20250923 3912.00 ... 3872.00 3912.00 A
3 a2605 20250923 3951.00 ... 3911.00 3949.00 A
4 a2607 20250923 3956.00 ... 3917.00 3954.00 A
5 a2609 20250923 3964.00 ... 3927.00 3961.00 A
6 b2510 20250923 3678.00 ... 3576.00 3686.00 B
7 b2511 20250923 3705.00 ... 3607.00 3716.00 B
8 b2512 20250923 3740.00 ... 3645.00 3746.00 B
9 b2601 20250923 3720.00 ... 3639.00 3733.00 B
10 b2602 20250923 3717.00 ... 3635.00 3727.00 B
11 b2603 20250923 3672.00 ... 3586.00 3683.00 B
12 b2604 20250923 3560.00 ... 3494.00 3573.00 B
13 b2605 20250923 3487.00 ... 3426.00 3496.00 B
14 b2606 20250923 3445.00 ... 3401.00 3475.00 B
15 b2607 20250923 3452.00 ... 3406.00 3475.00 B
16 b2608 20250923 3547.00 ... 3510.00 3566.00 B
17 b2609 20250923 3554.00 ... 3510.00 3583.00 B
18 bb2511 20250923 141.80 ... 142.05 142.05 BB
19 bb2601 20250923 146.65 ... 146.65 146.50 BB
20 bb2603 20250923 147.10 ... 147.00 146.80 BB
21 bb2605 20250923 0.00 ... 141.60 141.45 BB
22 bb2607 20250923 0.00 ... 146.35 146.20 BB
23 bb2609 20250923 0.00 ... 146.35 146.20 BB
24 bz2603 20250923 5900.00 ... 5865.00 5922.00 BZ
25 bz2604 20250923 5866.00 ... 5841.00 5904.00 BZ
26 bz2605 20250923 5857.00 ... 5859.00 5927.00 BZ
27 bz2606 20250923 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250923 0.00 ... 5859.00 5935.00 BZ
29 bz2608 20250923 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250923 2144.00 ... 2151.00 2163.00 C
31 c2601 20250923 2135.00 ... 2134.00 2148.00 C
32 c2603 20250923 2146.00 ... 2146.00 2159.00 C
33 c2605 20250923 2210.00 ... 2207.00 2218.00 C
34 c2607 20250923 2222.00 ... 2220.00 2231.00 C
35 c2609 20250923 2238.00 ... 2235.00 2247.00 C
36 cs2511 20250923 2429.00 ... 2436.00 2453.00 CS
37 cs2601 20250923 2450.00 ... 2452.00 2467.00 CS
38 cs2603 20250923 2458.00 ... 2458.00 2473.00 CS
39 cs2605 20250923 2542.00 ... 2541.00 2554.00 CS
40 cs2607 20250923 2552.00 ... 2549.00 2562.00 CS
41 cs2609 20250923 2581.00 ... 2576.00 2591.00 CS
42 eb2509 20250923 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250923 6856.00 ... 6839.00 6947.00 EB
44 eb2511 20250923 6892.00 ... 6865.00 6952.00 EB
45 eb2512 20250923 6916.00 ... 6883.00 6970.00 EB
46 eb2601 20250923 6962.00 ... 6927.00 7012.00 EB
47 eb2602 20250923 6988.00 ... 6966.00 7058.00 EB
48 eb2603 20250923 7027.00 ... 7002.00 7095.00 EB
49 eb2604 20250923 7069.00 ... 7048.00 7110.00 EB
50 eb2605 20250923 7097.00 ... 7065.00 7145.00 EB
51 eb2606 20250923 7103.00 ... 7086.00 7173.00 EB
52 eb2607 20250923 7085.00 ... 7071.00 7137.00 EB
53 eb2608 20250923 7099.00 ... 7099.00 7243.00 EB
54 eg2509 20250923 4078.00 ... 4139.00 4338.00 EG
55 eg2510 20250923 4269.00 ... 4246.00 4279.00 EG
56 eg2511 20250923 4219.00 ... 4201.00 4234.00 EG
57 eg2512 20250923 4204.00 ... 4193.00 4246.00 EG
58 eg2601 20250923 4231.00 ... 4214.00 4249.00 EG
59 eg2602 20250923 4230.00 ... 4226.00 4241.00 EG
60 eg2603 20250923 4237.00 ... 4234.00 4271.00 EG
61 eg2604 20250923 4266.00 ... 4261.00 4294.00 EG
62 eg2605 20250923 4288.00 ... 4271.00 4305.00 EG
63 eg2606 20250923 4288.00 ... 4292.00 4311.00 EG
64 eg2607 20250923 4300.00 ... 4300.00 4321.00 EG
65 eg2608 20250923 0.00 ... 4346.00 4378.00 EG
66 fb2510 20250923 1261.00 ... 1260.00 1259.00 FB
67 fb2511 20250923 1256.00 ... 1254.50 1254.00 FB
68 fb2512 20250923 1254.00 ... 1252.50 1254.50 FB
69 fb2601 20250923 1255.50 ... 1253.50 1255.50 FB
70 fb2602 20250923 1254.50 ... 1254.50 1255.50 FB
71 fb2603 20250923 1247.50 ... 1247.00 1247.50 FB
72 fb2604 20250923 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250923 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250923 0.00 ... 1294.50 1294.50 FB
75 fb2607 20250923 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250923 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250923 0.00 ... 1296.00 1296.00 FB
78 i2510 20250923 820.50 ... 821.00 828.50 I
79 i2511 20250923 819.50 ... 816.00 824.50 I
80 i2512 20250923 817.50 ... 810.50 819.00 I
81 i2601 20250923 808.50 ... 803.50 812.50 I
82 i2602 20250923 803.00 ... 800.00 808.00 I
83 i2603 20250923 796.50 ... 793.00 802.00 I
84 i2604 20250923 793.00 ... 789.50 796.50 I
85 i2605 20250923 785.00 ... 781.00 790.00 I
86 i2606 20250923 779.50 ... 776.00 784.00 I
87 i2607 20250923 778.00 ... 771.50 779.50 I
88 i2608 20250923 773.00 ... 767.00 774.50 I
89 i2609 20250923 803.00 ... 767.50 768.50 I
90 j2510 20250923 1601.00 ... 1604.00 1621.50 J
91 j2511 20250923 1645.00 ... 1632.50 1653.00 J
92 j2512 20250923 1654.50 ... 1664.00 1698.00 J
93 j2601 20250923 1721.00 ... 1710.50 1729.00 J
94 j2602 20250923 1755.50 ... 1747.50 1760.00 J
95 j2603 20250923 0.00 ... 1783.00 1783.00 J
96 j2604 20250923 0.00 ... 1814.00 1814.00 J
97 j2605 20250923 1859.00 ... 1847.00 1868.50 J
98 j2606 20250923 1869.50 ... 1869.50 1899.50 J
99 j2607 20250923 1878.00 ... 1878.00 1902.50 J
100 j2608 20250923 1905.00 ... 1905.00 1931.50 J
101 j2609 20250923 1931.00 ... 1933.50 1948.00 J
102 jd2509 20250923 3120.00 ... 3120.00 3193.00 JD
103 jd2510 20250923 2982.00 ... 2962.00 3003.00 JD
104 jd2511 20250923 3069.00 ... 3070.00 3096.00 JD
105 jd2512 20250923 3182.00 ... 3192.00 3224.00 JD
106 jd2601 20250923 3363.00 ... 3366.00 3381.00 JD
107 jd2602 20250923 3123.00 ... 3125.00 3135.00 JD
108 jd2603 20250923 3142.00 ... 3140.00 3156.00 JD
109 jd2604 20250923 3306.00 ... 3288.00 3324.00 JD
110 jd2605 20250923 3426.00 ... 3406.00 3443.00 JD
111 jd2606 20250923 3240.00 ... 3232.00 3254.00 JD
112 jd2607 20250923 3479.00 ... 3471.00 3492.00 JD
113 jd2608 20250923 3920.00 ... 3918.00 3924.00 JD
114 jm2510 20250923 1036.00 ... 1019.00 1036.00 JM
115 jm2511 20250923 1081.00 ... 1069.50 1085.50 JM
116 jm2512 20250923 1147.50 ... 1140.50 1155.50 JM
117 jm2601 20250923 1214.00 ... 1209.50 1229.00 JM
118 jm2602 20250923 1239.50 ... 1232.50 1251.00 JM
119 jm2603 20250923 1259.00 ... 1254.50 1277.50 JM
120 jm2604 20250923 1275.50 ... 1276.00 1304.00 JM
121 jm2605 20250923 1305.00 ... 1301.00 1323.00 JM
122 jm2606 20250923 1315.00 ... 1314.50 1347.50 JM
123 jm2607 20250923 1326.50 ... 1329.50 1361.00 JM
124 jm2608 20250923 1346.00 ... 1345.50 1370.00 JM
125 jm2609 20250923 1376.00 ... 1370.50 1389.50 JM
126 l2510 20250923 7073.00 ... 7043.00 7074.00 L
127 l2511 20250923 7093.00 ... 7073.00 7107.00 L
128 l2512 20250923 7114.00 ... 7093.00 7133.00 L
129 l2601 20250923 7116.00 ... 7108.00 7153.00 L
130 l2602 20250923 7112.00 ... 7109.00 7155.00 L
131 l2603 20250923 7132.00 ... 7126.00 7167.00 L
132 l2604 20250923 7172.00 ... 7157.00 7216.00 L
133 l2605 20250923 7172.00 ... 7154.00 7204.00 L
134 l2606 20250923 7171.00 ... 7155.00 7195.00 L
135 l2607 20250923 7184.00 ... 7175.00 7206.00 L
136 l2608 20250923 7206.00 ... 7209.00 7223.00 L
137 l2609 20250923 7222.00 ... 7204.00 7237.00 L
138 lg2509 20250923 780.00 ... 780.00 780.00 LG
139 lg2511 20250923 808.00 ... 807.00 808.00 LG
140 lg2601 20250923 823.50 ... 820.00 821.00 LG
141 lg2603 20250923 825.50 ... 825.00 826.50 LG
142 lg2605 20250923 826.00 ... 827.00 830.50 LG
143 lg2607 20250923 830.00 ... 829.50 832.50 LG
144 lh2509 20250923 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250923 12760.00 ... 12730.00 12855.00 LH
146 lh2601 20250923 13310.00 ... 13280.00 13405.00 LH
147 lh2603 20250923 12745.00 ... 12685.00 12815.00 LH
148 lh2605 20250923 13230.00 ... 13130.00 13315.00 LH
149 lh2607 20250923 13905.00 ... 13780.00 13990.00 LH
150 m2511 20250923 2995.00 ... 2922.00 3003.00 M
151 m2512 20250923 3040.00 ... 2968.00 3048.00 M
152 m2601 20250923 3013.00 ... 2954.00 3030.00 M
153 m2603 20250923 2943.00 ... 2906.00 2968.00 M
154 m2605 20250923 2770.00 ... 2739.00 2784.00 M
155 m2607 20250923 2762.00 ... 2736.00 2776.00 M
156 m2608 20250923 2877.00 ... 2843.00 2887.00 M
157 m2609 20250923 2885.00 ... 2847.00 2893.00 M
158 p2510 20250923 9210.00 ... 8948.00 9244.00 P
159 p2511 20250923 9264.00 ... 9052.00 9278.00 P
160 p2512 20250923 9278.00 ... 9072.00 9292.00 P
161 p2601 20250923 9282.00 ... 9086.00 9326.00 P
162 p2602 20250923 9290.00 ... 9078.00 9276.00 P
163 p2603 20250923 9228.00 ... 9008.00 9276.00 P
164 p2604 20250923 9128.00 ... 8938.00 9216.00 P
165 p2605 20250923 9108.00 ... 8866.00 9120.00 P
166 p2606 20250923 8990.00 ... 8762.00 9002.00 P
167 p2607 20250923 8800.00 ... 8648.00 8894.00 P
168 p2608 20250923 8726.00 ... 8574.00 8834.00 P
169 p2609 20250923 8776.00 ... 8520.00 8768.00 P
170 pg2509 20250923 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250923 4314.00 ... 4318.00 4366.00 PG
172 pg2511 20250923 4258.00 ... 4247.00 4293.00 PG
173 pg2512 20250923 4194.00 ... 4185.00 4232.00 PG
174 pg2601 20250923 4132.00 ... 4123.00 4171.00 PG
175 pg2602 20250923 4056.00 ... 4055.00 4100.00 PG
176 pg2603 20250923 3994.00 ... 3977.00 4020.00 PG
177 pg2604 20250923 4348.00 ... 4332.00 4366.00 PG
178 pg2605 20250923 4261.00 ... 4246.00 4281.00 PG
179 pg2606 20250923 4197.00 ... 4197.00 4195.00 PG
180 pg2607 20250923 4134.00 ... 4134.00 4159.00 PG
181 pg2608 20250923 4080.00 ... 4080.00 4095.00 PG
182 pp2510 20250923 6755.00 ... 6750.00 6785.00 PP
183 pp2511 20250923 6796.00 ... 6782.00 6821.00 PP
184 pp2512 20250923 6839.00 ... 6818.00 6857.00 PP
185 pp2601 20250923 6866.00 ... 6850.00 6895.00 PP
186 pp2602 20250923 6852.00 ... 6836.00 6882.00 PP
187 pp2603 20250923 6839.00 ... 6840.00 6870.00 PP
188 pp2604 20250923 6887.00 ... 6876.00 6911.00 PP
189 pp2605 20250923 6905.00 ... 6900.00 6942.00 PP
190 pp2606 20250923 6877.00 ... 6852.00 6903.00 PP
191 pp2607 20250923 6865.00 ... 6842.00 6878.00 PP
192 pp2608 20250923 6871.00 ... 6859.00 6894.00 PP
193 pp2609 20250923 6900.00 ... 6892.00 6931.00 PP
194 rr2510 20250923 3614.00 ... 3619.00 3610.00 RR
195 rr2511 20250923 3616.00 ... 3615.00 3615.00 RR
196 rr2512 20250923 3616.00 ... 3615.00 3613.00 RR
197 rr2601 20250923 3622.00 ... 3620.00 3624.00 RR
198 rr2602 20250923 3606.00 ... 3606.00 3608.00 RR
199 rr2603 20250923 3612.00 ... 3612.00 3611.00 RR
200 rr2604 20250923 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250923 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250923 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250923 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250923 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250923 0.00 ... 3614.00 3614.00 RR
206 v2510 20250923 4798.00 ... 4784.00 4837.00 V
207 v2511 20250923 4848.00 ... 4819.00 4867.00 V
208 v2512 20250923 4884.00 ... 4859.00 4903.00 V
209 v2601 20250923 4927.00 ... 4903.00 4955.00 V
210 v2602 20250923 4969.00 ... 4939.00 5001.00 V
211 v2603 20250923 5002.00 ... 4976.00 5035.00 V
212 v2604 20250923 5198.00 ... 5179.00 5246.00 V
213 v2605 20250923 5232.00 ... 5203.00 5259.00 V
214 v2606 20250923 5251.00 ... 5248.00 5286.00 V
215 v2607 20250923 5281.00 ... 5269.00 5318.00 V
216 v2608 20250923 5333.00 ... 5308.00 5347.00 V
217 v2609 20250923 5352.00 ... 5331.00 5385.00 V
218 y2511 20250923 8354.00 ... 8128.00 8376.00 Y
219 y2512 20250923 8408.00 ... 8178.00 8402.00 Y
220 y2601 20250923 8310.00 ... 8136.00 8348.00 Y
221 y2603 20250923 8286.00 ... 8096.00 8282.00 Y
222 y2605 20250923 8042.00 ... 7860.00 8066.00 Y
223 y2607 20250923 8026.00 ... 7868.00 8026.00 Y
224 y2608 20250923 8000.00 ... 7852.00 8036.00 Y
225 y2609 20250923 8012.00 ... 7804.00 8000.00 Y
[226 rows x 12 columns]
2025-09-29 18:25:51,600 - future_1d - INFO - ak.get_dce_daily('2025-09-23') done
2025-09-29 18:25:53,376 - future_1d - INFO - save future_daily 2025-09-23 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250924 ... 79990 79940 CU
1 1 CU2511 20250924 ... 79990 79940 CU
2 2 CU2512 20250924 ... 79980 79940 CU
3 3 CU2601 20250924 ... 79970 79920 CU
4 4 CU2602 20250924 ... 79960 79890 CU
5 5 CU2603 20250924 ... 79950 79880 CU
6 6 CU2604 20250924 ... 79970 79920 CU
7 7 CU2605 20250924 ... 79910 79890 CU
8 8 CU2606 20250924 ... 79860 79940 CU
9 9 CU2607 20250924 ... 79840 79930 CU
10 10 CU2608 20250924 ... 79880 79930 CU
11 11 CU2609 20250924 ... 79890 79940 CU
12 12 BC2510 20250924 ... 70910 70920 BC
13 13 BC2511 20250924 ... 71060 70990 BC
14 14 BC2512 20250924 ... 71110 71110 BC
15 15 BC2601 20250924 ... 71300 71300 BC
16 16 BC2602 20250924 ... 71100 71100 BC
17 17 BC2603 20250924 ... 71210 71210 BC
18 18 BC2604 20250924 ... 71300 71300 BC
19 19 BC2605 20250924 ... 71300 71300 BC
20 20 BC2606 20250924 ... 71400 71400 BC
21 21 BC2607 20250924 ... 71400 71400 BC
22 22 BC2608 20250924 ... 71400 71400 BC
23 23 BC2609 20250924 ... 71550 71550 BC
24 24 AL2510 20250924 ... 20680 20685 AL
25 25 AL2511 20250924 ... 20685 20685 AL
26 26 AL2512 20250924 ... 20690 20690 AL
27 27 AL2601 20250924 ... 20695 20690 AL
28 28 AL2602 20250924 ... 20695 20690 AL
29 29 AL2603 20250924 ... 20725 20715 AL
30 30 AL2604 20250924 ... 20750 20735 AL
31 31 AL2605 20250924 ... 20755 20740 AL
32 32 AL2606 20250924 ... 20785 20745 AL
33 33 AL2607 20250924 ... 20780 20745 AL
34 34 AL2608 20250924 ... 20775 20745 AL
35 35 AL2609 20250924 ... 20775 20775 AL
36 36 ZN2510 20250924 ... 21905 21945 ZN
37 37 ZN2511 20250924 ... 21915 21955 ZN
38 38 ZN2512 20250924 ... 21915 21955 ZN
39 39 ZN2601 20250924 ... 21930 21980 ZN
40 40 ZN2602 20250924 ... 21955 21980 ZN
41 41 ZN2603 20250924 ... 21970 21960 ZN
42 42 ZN2604 20250924 ... 22010 22020 ZN
43 43 ZN2605 20250924 ... 22045 22125 ZN
44 44 ZN2606 20250924 ... 22080 22105 ZN
45 45 ZN2607 20250924 ... 22095 22115 ZN
46 46 ZN2608 20250924 ... 22115 22140 ZN
47 47 ZN2609 20250924 ... 22145 22160 ZN
48 48 PB2510 20250924 ... 17035 17085 PB
49 49 PB2511 20250924 ... 17075 17125 PB
50 50 PB2512 20250924 ... 17090 17125 PB
51 51 PB2601 20250924 ... 17085 17095 PB
52 52 PB2602 20250924 ... 17090 17175 PB
53 53 PB2603 20250924 ... 17125 17125 PB
54 54 PB2604 20250924 ... 17215 17215 PB
55 55 PB2605 20250924 ... 17140 17150 PB
56 56 PB2606 20250924 ... 17160 17165 PB
57 57 PB2607 20250924 ... 17175 17180 PB
58 58 PB2608 20250924 ... 17140 17140 PB
59 59 PB2609 20250924 ... 17185 17185 PB
60 60 NI2510 20250924 ... 121450 121010 NI
61 61 NI2511 20250924 ... 121680 121170 NI
62 62 NI2512 20250924 ... 121810 121300 NI
63 63 NI2601 20250924 ... 122020 121540 NI
64 64 NI2602 20250924 ... 122250 121790 NI
65 65 NI2603 20250924 ... 122510 122010 NI
66 66 NI2604 20250924 ... 122640 122160 NI
67 67 NI2605 20250924 ... 122920 122370 NI
68 68 NI2606 20250924 ... 123050 122520 NI
69 69 NI2607 20250924 ... 123340 122800 NI
70 70 NI2608 20250924 ... 123750 123230 NI
71 71 NI2609 20250924 ... 124090 123490 NI
72 72 SN2510 20250924 ... 271570 270250 SN
73 73 SN2511 20250924 ... 271840 270590 SN
74 74 SN2512 20250924 ... 272030 270770 SN
75 75 SN2601 20250924 ... 272140 270840 SN
76 76 SN2602 20250924 ... 272100 270970 SN
77 77 SN2603 20250924 ... 272640 270870 SN
78 78 SN2604 20250924 ... 272870 271120 SN
79 79 SN2605 20250924 ... 273140 270970 SN
80 80 SN2606 20250924 ... 273310 271080 SN
81 81 SN2607 20250924 ... 273200 272210 SN
82 82 SN2608 20250924 ... 273380 272800 SN
83 83 SN2609 20250924 ... 273670 272720 SN
84 84 AO2510 20250924 ... 2858 2873 AO
85 85 AO2511 20250924 ... 2871 2877 AO
86 86 AO2512 20250924 ... 2882 2887 AO
87 87 AO2601 20250924 ... 2894 2899 AO
88 88 AO2602 20250924 ... 2906 2905 AO
89 89 AO2603 20250924 ... 2975 2974 AO
90 90 AO2604 20250924 ... 2980 2996 AO
91 91 AO2605 20250924 ... 2986 2992 AO
92 92 AO2606 20250924 ... 2993 3007 AO
93 93 AO2607 20250924 ... 2996 3008 AO
94 94 AO2608 20250924 ... 3007 3020 AO
95 95 AO2609 20250924 ... 3020 3030 AO
96 96 AD2511 20250924 ... 20320 20230 AD
97 97 AD2512 20250924 ... 20315 20260 AD
98 98 AD2601 20250924 ... 20320 20275 AD
99 99 AD2602 20250924 ... 20320 20285 AD
100 100 AD2603 20250924 ... 20300 20300 AD
101 101 AD2604 20250924 ... 20320 20320 AD
102 102 AD2605 20250924 ... 20320 20320 AD
103 103 AD2606 20250924 ... 20305 20305 AD
104 104 AD2607 20250924 ... 20510 20510 AD
105 105 AD2608 20250924 ... 20515 20515 AD
106 106 AD2609 20250924 ... 20335 20335 AD
107 107 AU2510 20250924 ... 854.98 847.78 AU
108 108 AU2511 20250924 ... 856.34 850.82 AU
109 109 AU2512 20250924 ... 858.6 851.2 AU
110 110 AU2602 20250924 ... 860.92 853.94 AU
111 111 AU2604 20250924 ... 863.22 855.86 AU
112 112 AU2606 20250924 ... 865.94 858.76 AU
113 113 AU2608 20250924 ... 869.22 861.04 AU
114 114 AU2610 20250924 ... 872.52 864.14 AU
115 115 AG2510 20250924 ... 10356 10273 AG
116 116 AG2511 20250924 ... 10388 10294 AG
117 117 AG2512 20250924 ... 10403 10311 AG
118 118 AG2601 20250924 ... 10415 10318 AG
119 119 AG2602 20250924 ... 10423 10328 AG
120 120 AG2603 20250924 ... 10438 10346 AG
121 121 AG2604 20250924 ... 10454 10349 AG
122 122 AG2605 20250924 ... 10468 10372 AG
123 123 AG2606 20250924 ... 10479 10389 AG
124 124 AG2607 20250924 ... 10496 10399 AG
125 125 AG2608 20250924 ... 10509 10418 AG
126 126 AG2609 20250924 ... 10514 10429 AG
127 127 RB2510 20250924 ... 3066 3074 RB
128 128 RB2511 20250924 ... 3082 3088 RB
129 129 RB2512 20250924 ... 3136 3140 RB
130 130 RB2601 20250924 ... 3157 3163 RB
131 131 RB2602 20250924 ... 3159 3163 RB
132 132 RB2603 20250924 ... 3175 3182 RB
133 133 RB2604 20250924 ... 3193 3200 RB
134 134 RB2605 20250924 ... 3217 3220 RB
135 135 RB2606 20250924 ... 3235 3233 RB
136 136 RB2607 20250924 ... 3246 3248 RB
137 137 RB2608 20250924 ... 3241 3242 RB
138 138 RB2609 20250924 ... 3244 3248 RB
139 139 WR2510 20250924 ... 3233 3275 WR
140 140 WR2511 20250924 ... 3343 3302 WR
141 141 WR2512 20250924 ... 3324 3324 WR
142 142 WR2601 20250924 ... 3349 3337 WR
143 143 WR2602 20250924 ... 3339 3330 WR
144 144 WR2603 20250924 ... 3399 3399 WR
145 145 WR2604 20250924 ... 3389 3389 WR
146 146 WR2605 20250924 ... 3414 3414 WR
147 147 WR2606 20250924 ... 3372 3372 WR
148 148 WR2607 20250924 ... 3390 3390 WR
149 149 WR2608 20250924 ... 3371 3371 WR
150 150 WR2609 20250924 ... 3418 3450 WR
151 151 HC2510 20250924 ... 3401 3396 HC
152 152 HC2511 20250924 ... 3380 3377 HC
153 153 HC2512 20250924 ... 3368 3356 HC
154 154 HC2601 20250924 ... 3350 3349 HC
155 155 HC2602 20250924 ... 3346 3345 HC
156 156 HC2603 20250924 ... 3351 3350 HC
157 157 HC2604 20250924 ... 3349 3356 HC
158 158 HC2605 20250924 ... 3358 3358 HC
159 159 HC2606 20250924 ... 3362 3370 HC
160 160 HC2607 20250924 ... 3369 3376 HC
161 161 HC2608 20250924 ... 3371 3378 HC
162 162 HC2609 20250924 ... 3383 3378 HC
163 163 SS2510 20250924 ... 12790 12790 SS
164 164 SS2511 20250924 ... 12905 12905 SS
165 165 SS2512 20250924 ... 12945 12940 SS
166 166 SS2601 20250924 ... 13005 13005 SS
167 167 SS2602 20250924 ... 13040 13065 SS
168 168 SS2603 20250924 ... 13125 13125 SS
169 169 SS2604 20250924 ... 13180 13190 SS
170 170 SS2605 20250924 ... 13260 13255 SS
171 171 SS2606 20250924 ... 13305 13305 SS
172 172 SS2607 20250924 ... 13395 13340 SS
173 173 SS2608 20250924 ... 13420 13420 SS
174 174 SS2609 20250924 ... 13485 13485 SS
175 175 SC2510 20250924 ... 479.3 477.6 SC
176 176 SC2511 20250924 ... 482.3 475.3 SC
177 177 SC2512 20250924 ... 482.8 475.6 SC
178 178 SC2601 20250924 ... 482.7 475.6 SC
179 179 SC2602 20250924 ... 482.1 475.1 SC
180 180 SC2603 20250924 ... 481.8 474.4 SC
181 181 SC2604 20250924 ... 482.5 475.3 SC
182 182 SC2605 20250924 ... 480.8 475 SC
183 183 SC2606 20250924 ... 480 474.4 SC
184 184 SC2607 20250924 ... 480 472.8 SC
185 185 SC2608 20250924 ... 478.1 472.8 SC
186 186 SC2609 20250924 ... 477.8 471.8 SC
187 187 SC2612 20250924 ... 472 469.8 SC
188 188 SC2703 20250924 ... 473.1 472 SC
189 189 SC2706 20250924 ... 469.2 469.2 SC
190 190 SC2709 20250924 ... 470 470 SC
191 191 SC2712 20250924 ... 469.1 466.3 SC
192 192 SC2803 20250924 ... 468 468 SC
193 193 SC2806 20250924 ... 465.8 458.9 SC
194 194 SC2809 20250924 ... 464.2 461 SC
195 195 LU2510 20250924 ... 3366 3317 LU
196 196 LU2511 20250924 ... 3397 3345 LU
197 197 LU2512 20250924 ... 3385 3328 LU
198 198 LU2601 20250924 ... 3377 3318 LU
199 199 LU2602 20250924 ... 3362 3309 LU
200 200 LU2603 20250924 ... 3358 3301 LU
201 201 LU2604 20250924 ... 3356 3294 LU
202 202 LU2605 20250924 ... 3356 3304 LU
203 203 LU2606 20250924 ... 3347 3297 LU
204 204 LU2607 20250924 ... 3344 3278 LU
205 205 LU2608 20250924 ... 3334 3274 LU
206 206 LU2609 20250924 ... 3320 3268 LU
207 207 FU2510 20250924 ... 2879 2770 FU
208 208 FU2511 20250924 ... 2888 2797 FU
209 209 FU2512 20250924 ... 2867 2776 FU
210 210 FU2601 20250924 ... 2850 2758 FU
211 211 FU2602 20250924 ... 2837 2744 FU
212 212 FU2603 20250924 ... 2822 2736 FU
213 213 FU2604 20250924 ... 2808 2730 FU
214 214 FU2605 20250924 ... 2800 2718 FU
215 215 FU2606 20250924 ... 2782 2710 FU
216 216 FU2607 20250924 ... 2753 2690 FU
217 217 FU2608 20250924 ... 2728 2684 FU
218 218 FU2609 20250924 ... 2719 2674 FU
219 219 BU2510 20250924 ... 3413 3387 BU
220 220 BU2511 20250924 ... 3396 3377 BU
221 221 BU2512 20250924 ... 3346 3324 BU
222 222 BU2601 20250924 ... 3314 3291 BU
223 223 BU2602 20250924 ... 3318 3298 BU
224 224 BU2603 20250924 ... 3335 3306 BU
225 225 BU2604 20250924 ... 3312 3312 BU
226 226 BU2605 20250924 ... 3332 3308 BU
227 227 BU2606 20250924 ... 3333 3309 BU
228 228 BU2607 20250924 ... 3327 3310 BU
229 229 BU2608 20250924 ... 3323 3302 BU
230 230 BU2609 20250924 ... 3333 3304 BU
231 231 BU2612 20250924 ... 3300 3276 BU
232 232 BU2703 20250924 ... 3281 3281 BU
233 233 BU2706 20250924 ... 3312 3289 BU
234 234 BU2709 20250924 ... 3320 3297 BU
235 235 BR2510 20250924 ... 11595 11545 BR
236 236 BR2511 20250924 ... 11545 11480 BR
237 237 BR2512 20250924 ... 11535 11465 BR
238 238 BR2601 20250924 ... 11525 11460 BR
239 239 BR2602 20250924 ... 11545 11500 BR
240 240 BR2603 20250924 ... 11605 11570 BR
241 241 BR2604 20250924 ... 11640 11540 BR
242 242 BR2605 20250924 ... 11580 11510 BR
243 243 BR2606 20250924 ... 11620 11620 BR
244 244 BR2607 20250924 ... 11680 11680 BR
245 245 BR2608 20250924 ... 11745 11685 BR
246 246 BR2609 20250924 ... 11750 11675 BR
247 247 RU2510 20250924 ... 14740 14780 RU
248 248 RU2511 20250924 ... 14715 14695 RU
249 249 RU2601 20250924 ... 15605 15570 RU
250 250 RU2603 20250924 ... 15590 15510 RU
251 251 RU2604 20250924 ... 15570 15505 RU
252 252 RU2605 20250924 ... 15545 15525 RU
253 253 RU2606 20250924 ... 15585 15655 RU
254 254 RU2607 20250924 ... 15600 15575 RU
255 255 RU2608 20250924 ... 15685 15680 RU
256 256 RU2609 20250924 ... 15600 15575 RU
257 257 NR2510 20250924 ... 12415 12390 NR
258 258 NR2511 20250924 ... 12455 12435 NR
259 259 NR2512 20250924 ... 12465 12445 NR
260 260 NR2601 20250924 ... 12490 12475 NR
261 261 NR2602 20250924 ... 12490 12460 NR
262 262 NR2603 20250924 ... 12510 12505 NR
263 263 NR2604 20250924 ... 12530 12525 NR
264 264 NR2605 20250924 ... 12600 12505 NR
265 265 NR2606 20250924 ... 12495 12495 NR
266 266 NR2607 20250924 ... 12650 12650 NR
267 267 NR2608 20250924 ... 12685 12685 NR
268 268 NR2609 20250924 ... 12510 12510 NR
269 269 SP2510 20250924 ... 4984 4984 SP
270 270 SP2511 20250924 ... 5010 5006 SP
271 271 SP2512 20250924 ... 5026 5026 SP
272 272 SP2601 20250924 ... 5268 5274 SP
273 273 SP2602 20250924 ... 5258 5264 SP
274 274 SP2603 20250924 ... 5272 5282 SP
275 275 SP2604 20250924 ... 5282 5286 SP
276 276 SP2605 20250924 ... 5286 5300 SP
277 277 SP2606 20250924 ... 5282 5308 SP
278 278 SP2607 20250924 ... 5268 5310 SP
279 279 SP2608 20250924 ... 5292 5312 SP
280 280 SP2609 20250924 ... 5280 5308 SP
281 281 OP2601 20250924 ... 4230 4230 OP
282 282 OP2602 20250924 ... 4228 4228 OP
283 283 OP2603 20250924 ... 4246 4238 OP
284 284 OP2604 20250924 ... 4262 4262 OP
285 285 OP2605 20250924 ... 4266 4276 OP
286 286 OP2606 20250924 ... 4242 4242 OP
287 287 OP2607 20250924 ... 4238 4258 OP
288 288 OP2608 20250924 ... 4238 4238 OP
289 289 OP2609 20250924 ... 4338 4342 OP
290 290 EC2510 20250924 ... 1128 1085.4 EC
291 291 EC2512 20250924 ... 1678.9 1622.5 EC
292 292 EC2602 20250924 ... 1572.8 1536.9 EC
293 293 EC2604 20250924 ... 1257.3 1235.7 EC
294 294 EC2606 20250924 ... 1436.5 1422.5 EC
295 295 EC2608 20250924 ... 1591.5 1591.2 EC
296 297 SC_TAS2511 20250924 ... SC_TAS
297 298 SC_TAS2512 20250924 ... SC_TAS
298 299 SC_TAS2601 20250924 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:25:57,459 - future_1d - INFO - ak.get_shfe_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 PS2510 20250924 50370.0 ... 51390.0 50335.0 PS
1 PS2511 20250924 50300.0 ... 50910.0 50170.0 PS
2 PS2512 20250924 52775.0 ... 53295.0 52510.0 PS
3 PS2601 20250924 52395.0 ... 52905.0 52240.0 PS
4 PS2602 20250924 52260.0 ... 52855.0 52145.0 PS
5 PS2603 20250924 52290.0 ... 52725.0 51780.0 PS
6 PS2604 20250924 52105.0 ... 52925.0 52115.0 PS
7 PS2605 20250924 52010.0 ... 52675.0 51960.0 PS
8 PS2606 20250924 54100.0 ... 54420.0 54160.0 PS
9 PS2607 20250924 53900.0 ... 54480.0 53800.0 PS
10 PS2608 20250924 53370.0 ... 54375.0 53725.0 PS
11 PS2609 20250924 53645.0 ... 54450.0 53680.0 PS
13 SI2510 20250924 8980.0 ... 8925.0 8905.0 SI
14 SI2511 20250924 8950.0 ... 8990.0 8945.0 SI
15 SI2512 20250924 9365.0 ... 9385.0 9350.0 SI
16 SI2601 20250924 9300.0 ... 9355.0 9305.0 SI
17 SI2602 20250924 9290.0 ... 9380.0 9320.0 SI
18 SI2603 20250924 9265.0 ... 9400.0 9340.0 SI
19 SI2604 20250924 9390.0 ... 9410.0 9335.0 SI
20 SI2605 20250924 9350.0 ... 9385.0 9355.0 SI
21 SI2606 20250924 9315.0 ... 9385.0 9335.0 SI
22 SI2607 20250924 9305.0 ... 9415.0 9355.0 SI
23 SI2608 20250924 9300.0 ... 9410.0 9350.0 SI
24 SI2609 20250924 9325.0 ... 9390.0 9360.0 SI
27 LC2510 20250924 73500.0 ... 73280.0 73160.0 LC
28 LC2511 20250924 73700.0 ... 73360.0 73460.0 LC
29 LC2512 20250924 73860.0 ... 73500.0 73540.0 LC
30 LC2601 20250924 73900.0 ... 73360.0 73440.0 LC
31 LC2602 20250924 73620.0 ... 73160.0 73360.0 LC
32 LC2603 20250924 73580.0 ... 73160.0 73320.0 LC
33 LC2604 20250924 74000.0 ... 73580.0 73900.0 LC
34 LC2605 20250924 74020.0 ... 73520.0 73800.0 LC
35 LC2606 20250924 73800.0 ... 73400.0 73500.0 LC
36 LC2607 20250924 73600.0 ... 73200.0 73440.0 LC
37 LC2608 20250924 73660.0 ... 73220.0 73500.0 LC
38 LC2609 20250924 73460.0 ... 73240.0 73580.0 LC
[36 rows x 12 columns]
2025-09-29 18:25:57,688 - future_1d - INFO - ak.get_gfex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 IC2510 20250924 7053.800 ... 7260.400 7034.000 IC
1 IC2511 20250924 6965.800 ... 7190.400 6972.000 IC
2 IC2512 20250924 6910.000 ... 7135.800 6888.200 IC
3 IC2603 20250924 6730.200 ... 6960.000 6715.600 IC
4 IF2510 20250924 4485.200 ... 4547.200 4482.000 IF
5 IF2511 20250924 4476.600 ... 4528.800 4472.600 IF
6 IF2512 20250924 4468.800 ... 4522.600 4454.600 IF
7 IF2603 20250924 4441.800 ... 4493.600 4425.200 IF
8 IH2510 20250924 2916.800 ... 2939.200 2911.800 IH
9 IH2511 20250924 2916.400 ... 2936.600 2912.600 IH
10 IH2512 20250924 2916.800 ... 2938.200 2912.400 IH
11 IH2603 20250924 2916.400 ... 2939.000 2911.400 IH
12 IM2510 20250924 7285.600 ... 7454.800 7250.400 IM
13 IM2511 20250924 7185.000 ... 7370.800 7160.400 IM
14 IM2512 20250924 7100.000 ... 7288.400 7075.800 IM
15 IM2603 20250924 6885.000 ... 7074.000 6870.200 IM
16 T2512 20250924 107.780 ... 107.620 107.755 T
17 T2603 20250924 107.450 ... 107.275 107.420 T
18 T2606 20250924 107.355 ... 107.195 107.320 T
19 TF2512 20250924 105.625 ... 105.540 105.645 TF
20 TF2603 20250924 105.530 ... 105.415 105.515 TF
21 TF2606 20250924 105.470 ... 105.360 105.455 TF
22 TL2512 20250924 114.510 ... 113.990 114.540 TL
23 TL2603 20250924 114.210 ... 113.630 114.200 TL
24 TL2606 20250924 114.150 ... 113.620 114.250 TL
25 TS2512 20250924 102.340 ... 102.324 102.352 TS
26 TS2603 20250924 102.290 ... 102.248 102.280 TS
27 TS2606 20250924 102.308 ... 102.262 102.280 TS
[28 rows x 12 columns]
2025-09-29 18:25:58,226 - future_1d - INFO - ak.get_cffex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 AP510 20250924 8472.0 ... 8525.0 8472.0 AP
1 AP511 20250924 8289.0 ... 8356.0 8263.0 AP
2 AP512 20250924 8252.0 ... 8296.0 8228.0 AP
3 AP601 20250924 8316.0 ... 8344.0 8285.0 AP
4 AP603 20250924 8202.0 ... 8223.0 8179.0 AP
5 AP604 20250924 8188.0 ... 8213.0 8154.0 AP
6 AP605 20250924 8208.0 ... 8248.0 8203.0 AP
7 CF511 20250924 13570.0 ... 13625.0 13490.0 CF
8 CF601 20250924 13560.0 ... 13560.0 13545.0 CF
9 CF603 20250924 13555.0 ... 13535.0 13520.0 CF
10 CF605 20250924 13590.0 ... 13560.0 13560.0 CF
11 CF607 20250924 13600.0 ... 13590.0 13570.0 CF
12 CF609 20250924 13755.0 ... 13735.0 13735.0 CF
13 CJ512 20250924 10800.0 ... 10760.0 10735.0 CJ
14 CJ601 20250924 10840.0 ... 10795.0 10760.0 CJ
15 CJ603 20250924 10820.0 ... 10785.0 10745.0 CJ
16 CJ605 20250924 10870.0 ... 10830.0 10760.0 CJ
17 CJ607 20250924 10960.0 ... 10935.0 10860.0 CJ
18 CJ609 20250924 11050.0 ... 11025.0 10970.0 CJ
19 CY510 20250924 0.0 ... 19600.0 19600.0 CY
20 CY511 20250924 19705.0 ... 19775.0 19640.0 CY
21 CY512 20250924 0.0 ... 19495.0 19495.0 CY
22 CY601 20250924 19680.0 ... 19690.0 19635.0 CY
23 CY602 20250924 0.0 ... 19745.0 19745.0 CY
24 CY603 20250924 0.0 ... 19830.0 19735.0 CY
25 CY604 20250924 0.0 ... 19730.0 19730.0 CY
26 CY605 20250924 0.0 ... 19795.0 19780.0 CY
27 CY606 20250924 0.0 ... 19735.0 19735.0 CY
28 CY607 20250924 0.0 ... 20005.0 20005.0 CY
29 CY608 20250924 19940.0 ... 19940.0 19810.0 CY
30 CY609 20250924 0.0 ... 20035.0 20035.0 CY
31 FG510 20250924 1076.0 ... 1109.0 1073.0 FG
32 FG511 20250924 1070.0 ... 1106.0 1067.0 FG
33 FG512 20250924 1189.0 ... 1228.0 1184.0 FG
34 FG601 20250924 1188.0 ... 1232.0 1181.0 FG
35 FG602 20250924 1247.0 ... 1274.0 1240.0 FG
36 FG603 20250924 1254.0 ... 1289.0 1245.0 FG
37 FG604 20250924 1311.0 ... 1354.0 1308.0 FG
38 FG605 20250924 1316.0 ... 1354.0 1310.0 FG
39 FG606 20250924 1350.0 ... 1382.0 1340.0 FG
40 FG607 20250924 1340.0 ... 1375.0 1339.0 FG
41 FG608 20250924 1385.0 ... 1417.0 1384.0 FG
42 FG609 20250924 1390.0 ... 1414.0 1388.0 FG
43 JR511 20250924 0.0 ... 2662.0 2662.0 JR
44 JR601 20250924 0.0 ... 2662.0 2662.0 JR
45 JR603 20250924 0.0 ... 2662.0 2662.0 JR
46 JR605 20250924 0.0 ... 2662.0 2662.0 JR
47 JR607 20250924 0.0 ... 2662.0 2662.0 JR
48 JR609 20250924 0.0 ... 2662.0 2662.0 JR
49 LR511 20250924 0.0 ... 2360.0 2360.0 LR
50 LR601 20250924 0.0 ... 2360.0 2360.0 LR
51 MA510 20250924 2254.0 ... 2263.0 2249.0 MA
52 MA511 20250924 2291.0 ... 2294.0 2278.0 MA
53 MA512 20250924 2321.0 ... 2332.0 2320.0 MA
54 MA601 20250924 2346.0 ... 2355.0 2340.0 MA
55 MA602 20250924 2371.0 ... 2380.0 2363.0 MA
56 MA603 20250924 2391.0 ... 2396.0 2384.0 MA
57 MA604 20250924 2392.0 ... 2396.0 2379.0 MA
58 MA605 20250924 2375.0 ... 2382.0 2371.0 MA
59 MA606 20250924 2384.0 ... 2389.0 2380.0 MA
60 MA607 20250924 2357.0 ... 2364.0 2356.0 MA
61 MA608 20250924 0.0 ... 2362.0 2354.0 MA
62 MA609 20250924 2333.0 ... 2341.0 2333.0 MA
63 OI511 20250924 10214.0 ... 10110.0 10202.0 OI
64 OI601 20250924 10009.0 ... 9923.0 10026.0 OI
65 OI603 20250924 9757.0 ... 9681.0 9745.0 OI
66 OI605 20250924 9491.0 ... 9437.0 9498.0 OI
67 OI607 20250924 9434.0 ... 9387.0 9448.0 OI
68 OI609 20250924 9400.0 ... 9343.0 9418.0 OI
69 PF510 20250924 6254.0 ... 6274.0 6242.0 PF
70 PF511 20250924 6262.0 ... 6272.0 6234.0 PF
71 PF512 20250924 6216.0 ... 6238.0 6202.0 PF
72 PF601 20250924 6266.0 ... 6284.0 6246.0 PF
73 PF602 20250924 6274.0 ... 6288.0 6258.0 PF
74 PF603 20250924 6274.0 ... 6304.0 6258.0 PF
75 PF604 20250924 6328.0 ... 6342.0 6308.0 PF
76 PF605 20250924 6348.0 ... 6378.0 6332.0 PF
77 PF606 20250924 6372.0 ... 6380.0 6364.0 PF
78 PF607 20250924 6382.0 ... 6394.0 6378.0 PF
79 PF608 20250924 6402.0 ... 6402.0 6392.0 PF
80 PF609 20250924 6442.0 ... 6442.0 6408.0 PF
81 PK510 20250924 7790.0 ... 7796.0 7794.0 PK
82 PK511 20250924 7760.0 ... 7762.0 7772.0 PK
83 PK512 20250924 7786.0 ... 7770.0 7788.0 PK
84 PK601 20250924 7812.0 ... 7790.0 7796.0 PK
85 PK603 20250924 7828.0 ... 7830.0 7818.0 PK
86 PK604 20250924 7836.0 ... 7836.0 7830.0 PK
87 PK605 20250924 7842.0 ... 7836.0 7834.0 PK
88 PL601 20250924 6337.0 ... 6344.0 6332.0 PL
89 PL602 20250924 6377.0 ... 6385.0 6369.0 PL
90 PL603 20250924 0.0 ... 6402.0 6402.0 PL
91 PL604 20250924 0.0 ... 6407.0 6407.0 PL
92 PL605 20250924 0.0 ... 6330.0 6327.0 PL
93 PL606 20250924 0.0 ... 6402.0 6384.0 PL
94 PL607 20250924 0.0 ... 6410.0 6410.0 PL
95 PL608 20250924 0.0 ... 6499.0 6499.0 PL
96 PL609 20250924 0.0 ... 6490.0 6490.0 PL
97 PM511 20250924 0.0 ... 3122.0 3122.0 PM
98 PM601 20250924 0.0 ... 3122.0 3122.0 PM
99 PM603 20250924 0.0 ... 3122.0 3122.0 PM
100 PM605 20250924 0.0 ... 3122.0 3122.0 PM
101 PM607 20250924 0.0 ... 3122.0 3122.0 PM
102 PM609 20250924 0.0 ... 3122.0 3122.0 PM
103 PR510 20250924 5752.0 ... 5798.0 5752.0 PR
104 PR511 20250924 5734.0 ... 5756.0 5708.0 PR
105 PR512 20250924 5742.0 ... 5764.0 5712.0 PR
106 PR601 20250924 5732.0 ... 5746.0 5712.0 PR
107 PR602 20250924 5764.0 ... 5790.0 5756.0 PR
108 PR603 20250924 5774.0 ... 5808.0 5770.0 PR
109 PR604 20250924 5798.0 ... 5826.0 5782.0 PR
110 PR605 20250924 5808.0 ... 5830.0 5792.0 PR
111 PR606 20250924 5860.0 ... 5860.0 5860.0 PR
112 PR607 20250924 5876.0 ... 5876.0 5848.0 PR
113 PR608 20250924 0.0 ... 5892.0 5870.0 PR
114 PR609 20250924 0.0 ... 5882.0 5870.0 PR
115 PX510 20250924 6624.0 ... 6604.0 6564.0 PX
116 PX511 20250924 6562.0 ... 6568.0 6534.0 PX
117 PX512 20250924 6544.0 ... 6576.0 6526.0 PX
118 PX601 20250924 6554.0 ... 6570.0 6518.0 PX
119 PX602 20250924 6560.0 ... 6582.0 6524.0 PX
120 PX603 20250924 6534.0 ... 6570.0 6512.0 PX
121 PX604 20250924 6616.0 ... 6616.0 6540.0 PX
122 PX605 20250924 6570.0 ... 6596.0 6528.0 PX
123 PX606 20250924 0.0 ... 6622.0 6558.0 PX
124 PX607 20250924 6608.0 ... 6608.0 6566.0 PX
125 PX608 20250924 6624.0 ... 6620.0 6548.0 PX
126 PX609 20250924 6628.0 ... 6626.0 6580.0 PX
127 RI511 20250924 0.0 ... 2479.0 2479.0 RI
128 RI601 20250924 0.0 ... 2479.0 2479.0 RI
129 RI603 20250924 0.0 ... 2479.0 2479.0 RI
130 RI605 20250924 0.0 ... 2479.0 2479.0 RI
131 RI607 20250924 0.0 ... 2479.0 2479.0 RI
132 RI609 20250924 0.0 ... 2479.0 2479.0 RI
133 RM511 20250924 2492.0 ... 2459.0 2493.0 RM
134 RM601 20250924 2445.0 ... 2406.0 2468.0 RM
135 RM603 20250924 2357.0 ... 2334.0 2368.0 RM
136 RM605 20250924 2329.0 ... 2321.0 2338.0 RM
137 RM607 20250924 2322.0 ... 2311.0 2328.0 RM
138 RM608 20250924 2421.0 ... 2409.0 2427.0 RM
139 RM609 20250924 2411.0 ... 2396.0 2426.0 RM
140 RS511 20250924 5232.0 ... 5278.0 5297.0 RS
141 RS607 20250924 5525.0 ... 5552.0 5545.0 RS
142 RS608 20250924 5529.0 ... 5543.0 5543.0 RS
143 RS609 20250924 5519.0 ... 5549.0 5553.0 RS
144 SA510 20250924 1202.0 ... 1213.0 1200.0 SA
145 SA511 20250924 1214.0 ... 1218.0 1209.0 SA
146 SA512 20250924 1268.0 ... 1282.0 1267.0 SA
147 SA601 20250924 1278.0 ... 1300.0 1278.0 SA
148 SA602 20250924 1309.0 ... 1318.0 1308.0 SA
149 SA603 20250924 1315.0 ... 1340.0 1317.0 SA
150 SA604 20250924 1355.0 ... 1382.0 1359.0 SA
151 SA605 20250924 1363.0 ... 1389.0 1364.0 SA
152 SA606 20250924 1375.0 ... 1401.0 1378.0 SA
153 SA607 20250924 1376.0 ... 1407.0 1380.0 SA
154 SA608 20250924 1416.0 ... 1437.0 1417.0 SA
155 SA609 20250924 1422.0 ... 1440.0 1423.0 SA
156 SF510 20250924 5510.0 ... 5536.0 5508.0 SF
157 SF511 20250924 5722.0 ... 5732.0 5692.0 SF
158 SF512 20250924 5708.0 ... 5708.0 5676.0 SF
159 SF601 20250924 5692.0 ... 5700.0 5664.0 SF
160 SF602 20250924 5640.0 ... 5662.0 5628.0 SF
161 SF603 20250924 5846.0 ... 5858.0 5784.0 SF
162 SF604 20250924 0.0 ... 5832.0 5832.0 SF
163 SF605 20250924 5776.0 ... 5810.0 5776.0 SF
164 SF606 20250924 5748.0 ... 5786.0 5738.0 SF
165 SF607 20250924 5940.0 ... 5936.0 5876.0 SF
166 SF608 20250924 0.0 ... 5896.0 5846.0 SF
167 SF609 20250924 5884.0 ... 5904.0 5854.0 SF
168 SH510 20250924 2458.0 ... 2471.0 2474.0 SH
169 SH511 20250924 2484.0 ... 2486.0 2493.0 SH
170 SH512 20250924 2536.0 ... 2533.0 2551.0 SH
171 SH601 20250924 2538.0 ... 2533.0 2555.0 SH
172 SH602 20250924 2562.0 ... 2558.0 2573.0 SH
173 SH603 20250924 2577.0 ... 2574.0 2589.0 SH
174 SH604 20250924 2618.0 ... 2620.0 2629.0 SH
175 SH605 20250924 2627.0 ... 2626.0 2648.0 SH
176 SH606 20250924 2640.0 ... 2637.0 2661.0 SH
177 SH607 20250924 2629.0 ... 2631.0 2647.0 SH
178 SH608 20250924 2641.0 ... 2652.0 2655.0 SH
179 SH609 20250924 2662.0 ... 2665.0 2674.0 SH
180 SM510 20250924 5796.0 ... 5814.0 5790.0 SM
181 SM511 20250924 5868.0 ... 5898.0 5862.0 SM
182 SM512 20250924 5880.0 ... 5898.0 5866.0 SM
183 SM601 20250924 5890.0 ... 5910.0 5890.0 SM
184 SM602 20250924 5904.0 ... 5928.0 5892.0 SM
185 SM603 20250924 5904.0 ... 5948.0 5922.0 SM
186 SM604 20250924 5914.0 ... 5954.0 5938.0 SM
187 SM605 20250924 5930.0 ... 5946.0 5930.0 SM
188 SM606 20250924 5966.0 ... 5966.0 5918.0 SM
189 SM607 20250924 5976.0 ... 5978.0 5940.0 SM
190 SM608 20250924 5960.0 ... 5960.0 5928.0 SM
191 SM609 20250924 5950.0 ... 5976.0 5974.0 SM
192 SR511 20250924 5506.0 ... 5538.0 5496.0 SR
193 SR601 20250924 5444.0 ... 5483.0 5440.0 SR
194 SR603 20250924 5437.0 ... 5457.0 5424.0 SR
195 SR605 20250924 5410.0 ... 5446.0 5414.0 SR
196 SR607 20250924 5422.0 ... 5452.0 5427.0 SR
197 SR609 20250924 5450.0 ... 5466.0 5439.0 SR
198 TA510 20250924 4534.0 ... 4558.0 4512.0 TA
199 TA511 20250924 4550.0 ... 4576.0 4528.0 TA
200 TA512 20250924 4566.0 ... 4588.0 4540.0 TA
201 TA601 20250924 4580.0 ... 4598.0 4550.0 TA
202 TA602 20250924 4576.0 ... 4610.0 4560.0 TA
203 TA603 20250924 4594.0 ... 4620.0 4572.0 TA
204 TA604 20250924 4664.0 ... 4660.0 4584.0 TA
205 TA605 20250924 4622.0 ... 4640.0 4592.0 TA
206 TA606 20250924 4618.0 ... 4626.0 4596.0 TA
207 TA607 20250924 4632.0 ... 4662.0 4610.0 TA
208 TA608 20250924 0.0 ... 4690.0 4626.0 TA
209 TA609 20250924 4658.0 ... 4694.0 4634.0 TA
210 UR510 20250924 1559.0 ... 1563.0 1559.0 UR
211 UR511 20250924 1633.0 ... 1649.0 1634.0 UR
212 UR512 20250924 1649.0 ... 1663.0 1648.0 UR
213 UR601 20250924 1662.0 ... 1672.0 1658.0 UR
214 UR602 20250924 1668.0 ... 1681.0 1666.0 UR
215 UR603 20250924 1719.0 ... 1724.0 1710.0 UR
216 UR604 20250924 1725.0 ... 1726.0 1713.0 UR
217 UR605 20250924 1717.0 ... 1723.0 1713.0 UR
218 UR606 20250924 1719.0 ... 1725.0 1714.0 UR
219 UR607 20250924 1748.0 ... 1757.0 1746.0 UR
220 UR608 20250924 1749.0 ... 1751.0 1742.0 UR
221 UR609 20250924 1741.0 ... 1741.0 1735.0 UR
222 WH511 20250924 0.0 ... 3198.0 3198.0 WH
223 WH601 20250924 0.0 ... 3198.0 3198.0 WH
224 WH603 20250924 0.0 ... 3198.0 3198.0 WH
225 WH605 20250924 0.0 ... 3198.0 3198.0 WH
226 WH607 20250924 0.0 ... 3198.0 3198.0 WH
227 WH609 20250924 0.0 ... 3198.0 3198.0 WH
228 ZC510 20250924 0.0 ... 801.4 801.4 ZC
229 ZC511 20250924 0.0 ... 801.4 801.4 ZC
230 ZC512 20250924 0.0 ... 801.4 801.4 ZC
231 ZC601 20250924 0.0 ... 801.4 801.4 ZC
232 ZC602 20250924 0.0 ... 801.4 801.4 ZC
233 ZC603 20250924 0.0 ... 801.4 801.4 ZC
234 ZC604 20250924 0.0 ... 801.4 801.4 ZC
235 ZC605 20250924 0.0 ... 801.4 801.4 ZC
236 ZC606 20250924 0.0 ... 801.4 801.4 ZC
237 ZC607 20250924 0.0 ... 801.4 801.4 ZC
238 ZC608 20250924 0.0 ... 801.4 801.4 ZC
239 ZC609 20250924 0.0 ... 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:25:58,493 - future_1d - INFO - ak.get_czce_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 SC2510 20250924 479.3 ... 479.3 477.6 SC
1 SC2511 20250924 479.2 ... 482.3 475.3 SC
2 SC2512 20250924 479.3 ... 482.8 475.6 SC
3 SC2601 20250924 480.2 ... 482.7 475.6 SC
4 SC2602 20250924 479.4 ... 482.1 475.1 SC
5 SC2603 20250924 478.5 ... 481.8 474.4 SC
6 SC2604 20250924 478.5 ... 482.5 475.3 SC
7 SC2605 20250924 478.5 ... 480.8 475 SC
8 SC2606 20250924 478.5 ... 480 474.4 SC
9 SC2607 20250924 479 ... 480 472.8 SC
10 SC2608 20250924 478.2 ... 478.1 472.8 SC
11 SC2609 20250924 477 ... 477.8 471.8 SC
12 SC2612 20250924 ... 472 469.8 SC
13 SC2703 20250924 ... 473.1 472 SC
14 SC2706 20250924 ... 469.2 469.2 SC
15 SC2709 20250924 ... 470 470 SC
16 SC2712 20250924 469.1 ... 469.1 466.3 SC
17 SC2803 20250924 ... 468 468 SC
18 SC2806 20250924 465.3 ... 465.8 458.9 SC
19 SC2809 20250924 464.2 ... 464.2 461 SC
21 LU2510 20250924 3341 ... 3366 3317 LU
22 LU2511 20250924 3386 ... 3397 3345 LU
23 LU2512 20250924 3364 ... 3385 3328 LU
24 LU2601 20250924 3354 ... 3377 3318 LU
25 LU2602 20250924 3348 ... 3362 3309 LU
26 LU2603 20250924 3346 ... 3358 3301 LU
27 LU2604 20250924 3356 ... 3356 3294 LU
28 LU2605 20250924 3330 ... 3356 3304 LU
29 LU2606 20250924 3346 ... 3347 3297 LU
30 LU2607 20250924 3338 ... 3344 3278 LU
31 LU2608 20250924 3325 ... 3334 3274 LU
32 LU2609 20250924 3288 ... 3320 3268 LU
34 NR2510 20250924 12400 ... 12415 12390 NR
35 NR2511 20250924 12385 ... 12455 12435 NR
36 NR2512 20250924 12415 ... 12465 12445 NR
37 NR2601 20250924 12455 ... 12490 12475 NR
38 NR2602 20250924 12460 ... 12490 12460 NR
39 NR2603 20250924 12460 ... 12510 12505 NR
40 NR2604 20250924 12520 ... 12530 12525 NR
41 NR2605 20250924 12590 ... 12600 12505 NR
42 NR2606 20250924 ... 12495 12495 NR
43 NR2607 20250924 ... 12650 12650 NR
44 NR2608 20250924 ... 12685 12685 NR
45 NR2609 20250924 ... 12510 12510 NR
47 BC2510 20250924 71050 ... 70910 70920 BC
48 BC2511 20250924 71050 ... 71060 70990 BC
49 BC2512 20250924 ... 71110 71110 BC
50 BC2601 20250924 ... 71300 71300 BC
51 BC2602 20250924 ... 71100 71100 BC
52 BC2603 20250924 ... 71210 71210 BC
53 BC2604 20250924 ... 71300 71300 BC
54 BC2605 20250924 ... 71300 71300 BC
55 BC2606 20250924 ... 71400 71400 BC
56 BC2607 20250924 ... 71400 71400 BC
57 BC2608 20250924 ... 71400 71400 BC
58 BC2609 20250924 ... 71550 71550 BC
60 EC2510 20250924 1101.6 ... 1128 1085.4 EC
61 EC2512 20250924 1628.8 ... 1678.9 1622.5 EC
62 EC2602 20250924 1548.1 ... 1572.8 1536.9 EC
63 EC2604 20250924 1238.6 ... 1257.3 1235.7 EC
64 EC2606 20250924 1426 ... 1436.5 1422.5 EC
65 EC2608 20250924 1588 ... 1591.5 1591.2 EC
68 SC_TAS2511 20250924 ... SC_TAS
69 SC_TAS2512 20250924 ... SC_TAS
70 SC_TAS2601 20250924 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:25:58,551 - future_1d - INFO - ak.get_ine_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 a2511 20250924 3883.00 ... 3890.00 3876.00 A
1 a2601 20250924 3871.00 ... 3879.00 3870.00 A
2 a2603 20250924 3875.00 ... 3886.00 3872.00 A
3 a2605 20250924 3925.00 ... 3929.00 3911.00 A
4 a2607 20250924 3924.00 ... 3931.00 3917.00 A
5 a2609 20250924 3925.00 ... 3942.00 3927.00 A
6 b2510 20250924 3578.00 ... 3575.00 3576.00 B
7 b2511 20250924 3579.00 ... 3582.00 3607.00 B
8 b2512 20250924 3610.00 ... 3611.00 3645.00 B
9 b2601 20250924 3602.00 ... 3605.00 3639.00 B
10 b2602 20250924 3596.00 ... 3608.00 3635.00 B
11 b2603 20250924 3565.00 ... 3580.00 3586.00 B
12 b2604 20250924 3483.00 ... 3495.00 3494.00 B
13 b2605 20250924 3421.00 ... 3425.00 3426.00 B
14 b2606 20250924 3394.00 ... 3405.00 3401.00 B
15 b2607 20250924 3405.00 ... 3413.00 3406.00 B
16 b2608 20250924 3502.00 ... 3508.00 3510.00 B
17 b2609 20250924 3510.00 ... 3516.00 3510.00 B
18 bb2511 20250924 141.85 ... 142.00 142.05 BB
19 bb2601 20250924 146.80 ... 146.80 146.65 BB
20 bb2603 20250924 147.05 ... 147.00 147.00 BB
21 bb2605 20250924 0.00 ... 141.60 141.60 BB
22 bb2607 20250924 0.00 ... 146.35 146.35 BB
23 bb2609 20250924 0.00 ... 146.35 146.35 BB
24 bz2603 20250924 5882.00 ... 5910.00 5865.00 BZ
25 bz2604 20250924 5891.00 ... 5902.00 5841.00 BZ
26 bz2605 20250924 5916.00 ... 5916.00 5859.00 BZ
27 bz2606 20250924 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250924 5880.00 ... 5880.00 5859.00 BZ
29 bz2608 20250924 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250924 2163.00 ... 2158.00 2151.00 C
31 c2601 20250924 2137.00 ... 2134.00 2134.00 C
32 c2603 20250924 2147.00 ... 2146.00 2146.00 C
33 c2605 20250924 2204.00 ... 2201.00 2207.00 C
34 c2607 20250924 2220.00 ... 2214.00 2220.00 C
35 c2609 20250924 2234.00 ... 2231.00 2235.00 C
36 cs2511 20250924 2448.00 ... 2458.00 2436.00 CS
37 cs2601 20250924 2457.00 ... 2459.00 2452.00 CS
38 cs2603 20250924 2459.00 ... 2461.00 2458.00 CS
39 cs2605 20250924 2541.00 ... 2540.00 2541.00 CS
40 cs2607 20250924 2543.00 ... 2549.00 2549.00 CS
41 cs2609 20250924 2576.00 ... 2588.00 2576.00 CS
42 eb2509 20250924 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250924 6851.00 ... 6884.00 6839.00 EB
44 eb2511 20250924 6900.00 ... 6923.00 6865.00 EB
45 eb2512 20250924 6921.00 ... 6940.00 6883.00 EB
46 eb2601 20250924 6950.00 ... 6978.00 6927.00 EB
47 eb2602 20250924 6994.00 ... 7013.00 6966.00 EB
48 eb2603 20250924 7020.00 ... 7051.00 7002.00 EB
49 eb2604 20250924 7091.00 ... 7085.00 7048.00 EB
50 eb2605 20250924 7105.00 ... 7107.00 7065.00 EB
51 eb2606 20250924 7116.00 ... 7117.00 7086.00 EB
52 eb2607 20250924 0.00 ... 7071.00 7071.00 EB
53 eb2608 20250924 7178.00 ... 7178.00 7099.00 EB
54 eg2509 20250924 0.00 ... 4139.00 4139.00 EG
55 eg2510 20250924 4264.00 ... 4259.00 4246.00 EG
56 eg2511 20250924 4225.00 ... 4219.00 4201.00 EG
57 eg2512 20250924 4203.00 ... 4228.00 4193.00 EG
58 eg2601 20250924 4220.00 ... 4227.00 4214.00 EG
59 eg2602 20250924 4240.00 ... 4240.00 4226.00 EG
60 eg2603 20250924 4244.00 ... 4247.00 4234.00 EG
61 eg2604 20250924 4270.00 ... 4279.00 4261.00 EG
62 eg2605 20250924 4279.00 ... 4286.00 4271.00 EG
63 eg2606 20250924 4290.00 ... 4290.00 4292.00 EG
64 eg2607 20250924 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250924 0.00 ... 4346.00 4346.00 EG
66 fb2510 20250924 1261.00 ... 1259.50 1260.00 FB
67 fb2511 20250924 1256.00 ... 1254.50 1254.50 FB
68 fb2512 20250924 1254.50 ... 1254.00 1252.50 FB
69 fb2601 20250924 1253.50 ... 1254.50 1253.50 FB
70 fb2602 20250924 1256.00 ... 1255.50 1254.50 FB
71 fb2603 20250924 1247.00 ... 1246.00 1247.00 FB
72 fb2604 20250924 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250924 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250924 0.00 ... 1292.00 1294.50 FB
75 fb2607 20250924 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250924 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250924 0.00 ... 1296.00 1296.00 FB
78 i2510 20250924 815.50 ... 820.00 821.00 I
79 i2511 20250924 816.50 ... 816.00 816.00 I
80 i2512 20250924 812.00 ... 811.00 810.50 I
81 i2601 20250924 804.00 ... 803.50 803.50 I
82 i2602 20250924 799.00 ... 799.00 800.00 I
83 i2603 20250924 793.50 ... 793.00 793.00 I
84 i2604 20250924 788.00 ... 789.50 789.50 I
85 i2605 20250924 780.50 ... 781.50 781.00 I
86 i2606 20250924 775.00 ... 777.00 776.00 I
87 i2607 20250924 770.00 ... 771.50 771.50 I
88 i2608 20250924 765.50 ... 767.00 767.00 I
89 i2609 20250924 759.50 ... 762.00 767.50 I
90 j2510 20250924 1631.50 ... 1628.00 1604.00 J
91 j2511 20250924 1645.00 ... 1655.00 1632.50 J
92 j2512 20250924 1687.50 ... 1690.50 1664.00 J
93 j2601 20250924 1720.00 ... 1725.50 1710.50 J
94 j2602 20250924 0.00 ... 1747.50 1747.50 J
95 j2603 20250924 0.00 ... 1783.00 1783.00 J
96 j2604 20250924 1842.00 ... 1841.50 1814.00 J
97 j2605 20250924 1868.50 ... 1869.50 1847.00 J
98 j2606 20250924 0.00 ... 1869.50 1869.50 J
99 j2607 20250924 1898.50 ... 1898.50 1878.00 J
100 j2608 20250924 1922.00 ... 1919.50 1905.00 J
101 j2609 20250924 1936.00 ... 1943.00 1933.50 J
102 jd2509 20250924 3250.00 ... 3250.00 3120.00 JD
103 jd2510 20250924 2949.00 ... 2958.00 2962.00 JD
104 jd2511 20250924 3065.00 ... 3057.00 3070.00 JD
105 jd2512 20250924 3190.00 ... 3182.00 3192.00 JD
106 jd2601 20250924 3362.00 ... 3354.00 3366.00 JD
107 jd2602 20250924 3121.00 ... 3122.00 3125.00 JD
108 jd2603 20250924 3140.00 ... 3144.00 3140.00 JD
109 jd2604 20250924 3274.00 ... 3268.00 3288.00 JD
110 jd2605 20250924 3397.00 ... 3391.00 3406.00 JD
111 jd2606 20250924 3222.00 ... 3228.00 3232.00 JD
112 jd2607 20250924 3467.00 ... 3472.00 3471.00 JD
113 jd2608 20250924 3918.00 ... 3918.00 3918.00 JD
114 jm2510 20250924 1030.00 ... 1025.50 1019.00 JM
115 jm2511 20250924 1082.00 ... 1078.50 1069.50 JM
116 jm2512 20250924 1156.00 ... 1149.50 1140.50 JM
117 jm2601 20250924 1221.00 ... 1222.50 1209.50 JM
118 jm2602 20250924 1245.00 ... 1247.50 1232.50 JM
119 jm2603 20250924 1271.00 ... 1268.00 1254.50 JM
120 jm2604 20250924 1293.50 ... 1289.00 1276.00 JM
121 jm2605 20250924 1319.00 ... 1316.00 1301.00 JM
122 jm2606 20250924 1340.00 ... 1332.00 1314.50 JM
123 jm2607 20250924 1343.00 ... 1346.00 1329.50 JM
124 jm2608 20250924 1369.00 ... 1364.50 1345.50 JM
125 jm2609 20250924 1387.50 ... 1386.00 1370.50 JM
126 l2510 20250924 7062.00 ... 7075.00 7043.00 L
127 l2511 20250924 7073.00 ... 7109.00 7073.00 L
128 l2512 20250924 7106.00 ... 7131.00 7093.00 L
129 l2601 20250924 7117.00 ... 7138.00 7108.00 L
130 l2602 20250924 7117.00 ... 7144.00 7109.00 L
131 l2603 20250924 7130.00 ... 7146.00 7126.00 L
132 l2604 20250924 7169.00 ... 7193.00 7157.00 L
133 l2605 20250924 7160.00 ... 7179.00 7154.00 L
134 l2606 20250924 7180.00 ... 7187.00 7155.00 L
135 l2607 20250924 7191.00 ... 7208.00 7175.00 L
136 l2608 20250924 7230.00 ... 7230.00 7209.00 L
137 l2609 20250924 7213.00 ... 7228.00 7204.00 L
138 lg2509 20250924 770.00 ... 766.00 780.00 LG
139 lg2511 20250924 807.00 ... 804.50 807.00 LG
140 lg2601 20250924 820.00 ... 820.00 820.00 LG
141 lg2603 20250924 825.50 ... 826.00 825.00 LG
142 lg2605 20250924 829.00 ... 827.50 827.00 LG
143 lg2607 20250924 828.00 ... 828.00 829.50 LG
144 lh2509 20250924 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250924 12665.00 ... 12700.00 12730.00 LH
146 lh2601 20250924 13225.00 ... 13295.00 13280.00 LH
147 lh2603 20250924 12650.00 ... 12700.00 12685.00 LH
148 lh2605 20250924 13100.00 ... 13140.00 13130.00 LH
149 lh2607 20250924 13730.00 ... 13810.00 13780.00 LH
150 m2511 20250924 2894.00 ... 2895.00 2922.00 M
151 m2512 20250924 2938.00 ... 2937.00 2968.00 M
152 m2601 20250924 2926.00 ... 2922.00 2954.00 M
153 m2603 20250924 2893.00 ... 2897.00 2906.00 M
154 m2605 20250924 2729.00 ... 2743.00 2739.00 M
155 m2607 20250924 2724.00 ... 2737.00 2736.00 M
156 m2608 20250924 2836.00 ... 2848.00 2843.00 M
157 m2609 20250924 2842.00 ... 2851.00 2847.00 M
158 p2510 20250924 8942.00 ... 8904.00 8948.00 P
159 p2511 20250924 9050.00 ... 9044.00 9052.00 P
160 p2512 20250924 9058.00 ... 9052.00 9072.00 P
161 p2601 20250924 9088.00 ... 9078.00 9086.00 P
162 p2602 20250924 9020.00 ... 9062.00 9078.00 P
163 p2603 20250924 9008.00 ... 9018.00 9008.00 P
164 p2604 20250924 8976.00 ... 8982.00 8938.00 P
165 p2605 20250924 8870.00 ... 8902.00 8866.00 P
166 p2606 20250924 8774.00 ... 8798.00 8762.00 P
167 p2607 20250924 8702.00 ... 8718.00 8648.00 P
168 p2608 20250924 8614.00 ... 8618.00 8574.00 P
169 p2609 20250924 8500.00 ... 8546.00 8520.00 P
170 pg2509 20250924 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250924 4321.00 ... 4332.00 4318.00 PG
172 pg2511 20250924 4256.00 ... 4254.00 4247.00 PG
173 pg2512 20250924 4189.00 ... 4193.00 4185.00 PG
174 pg2601 20250924 4130.00 ... 4132.00 4123.00 PG
175 pg2602 20250924 4059.00 ... 4065.00 4055.00 PG
176 pg2603 20250924 3989.00 ... 3989.00 3977.00 PG
177 pg2604 20250924 4361.00 ... 4363.00 4332.00 PG
178 pg2605 20250924 4257.00 ... 4265.00 4246.00 PG
179 pg2606 20250924 4222.00 ... 4220.00 4197.00 PG
180 pg2607 20250924 4155.00 ... 4153.00 4134.00 PG
181 pg2608 20250924 4098.00 ... 4096.00 4080.00 PG
182 pp2510 20250924 6750.00 ... 6763.00 6750.00 PP
183 pp2511 20250924 6782.00 ... 6806.00 6782.00 PP
184 pp2512 20250924 6818.00 ... 6843.00 6818.00 PP
185 pp2601 20250924 6860.00 ... 6870.00 6850.00 PP
186 pp2602 20250924 6834.00 ... 6858.00 6836.00 PP
187 pp2603 20250924 6841.00 ... 6859.00 6840.00 PP
188 pp2604 20250924 6879.00 ... 6904.00 6876.00 PP
189 pp2605 20250924 6905.00 ... 6916.00 6900.00 PP
190 pp2606 20250924 6879.00 ... 6895.00 6852.00 PP
191 pp2607 20250924 6854.00 ... 6871.00 6842.00 PP
192 pp2608 20250924 6853.00 ... 6881.00 6859.00 PP
193 pp2609 20250924 6887.00 ... 6903.00 6892.00 PP
194 rr2510 20250924 3621.00 ... 3622.00 3619.00 RR
195 rr2511 20250924 3615.00 ... 3614.00 3615.00 RR
196 rr2512 20250924 3619.00 ... 3615.00 3615.00 RR
197 rr2601 20250924 3616.00 ... 3621.00 3620.00 RR
198 rr2602 20250924 3602.00 ... 3602.00 3606.00 RR
199 rr2603 20250924 0.00 ... 3612.00 3612.00 RR
200 rr2604 20250924 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250924 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250924 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250924 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250924 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250924 0.00 ... 3614.00 3614.00 RR
206 v2510 20250924 4786.00 ... 4787.00 4784.00 V
207 v2511 20250924 4819.00 ... 4823.00 4819.00 V
208 v2512 20250924 4847.00 ... 4871.00 4859.00 V
209 v2601 20250924 4899.00 ... 4906.00 4903.00 V
210 v2602 20250924 4931.00 ... 4960.00 4939.00 V
211 v2603 20250924 4957.00 ... 4994.00 4976.00 V
212 v2604 20250924 5161.00 ... 5162.00 5179.00 V
213 v2605 20250924 5198.00 ... 5208.00 5203.00 V
214 v2606 20250924 5217.00 ... 5232.00 5248.00 V
215 v2607 20250924 5247.00 ... 5262.00 5269.00 V
216 v2608 20250924 5285.00 ... 5293.00 5308.00 V
217 v2609 20250924 5309.00 ... 5328.00 5331.00 V
218 y2511 20250924 8110.00 ... 8100.00 8128.00 Y
219 y2512 20250924 8154.00 ... 8154.00 8178.00 Y
220 y2601 20250924 8100.00 ... 8096.00 8136.00 Y
221 y2603 20250924 8058.00 ... 8050.00 8096.00 Y
222 y2605 20250924 7862.00 ... 7852.00 7860.00 Y
223 y2607 20250924 7816.00 ... 7816.00 7868.00 Y
224 y2608 20250924 7818.00 ... 7816.00 7852.00 Y
225 y2609 20250924 7790.00 ... 7782.00 7804.00 Y
[226 rows x 12 columns]
2025-09-29 18:25:59,038 - future_1d - INFO - ak.get_dce_daily('2025-09-24') done
2025-09-29 18:26:00,792 - future_1d - INFO - save future_daily 2025-09-24 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250925 ... 82080 79990 CU
1 1 CU2511 20250925 ... 82160 79990 CU
2 2 CU2512 20250925 ... 82110 79980 CU
3 3 CU2601 20250925 ... 82090 79970 CU
4 4 CU2602 20250925 ... 81970 79960 CU
5 5 CU2603 20250925 ... 82050 79950 CU
6 6 CU2604 20250925 ... 81900 79970 CU
7 7 CU2605 20250925 ... 82230 79910 CU
8 8 CU2606 20250925 ... 81760 79860 CU
9 9 CU2607 20250925 ... 81710 79840 CU
10 10 CU2608 20250925 ... 81680 79880 CU
11 11 CU2609 20250925 ... 81920 79890 CU
12 12 BC2510 20250925 ... 72920 70910 BC
13 13 BC2511 20250925 ... 73030 71060 BC
14 14 BC2512 20250925 ... 73180 71110 BC
15 15 BC2601 20250925 ... 73160 71300 BC
16 16 BC2602 20250925 ... 73100 71100 BC
17 17 BC2603 20250925 ... 73000 71210 BC
18 18 BC2604 20250925 ... 73000 71300 BC
19 19 BC2605 20250925 ... 72900 71300 BC
20 20 BC2606 20250925 ... 72900 71400 BC
21 21 BC2607 20250925 ... 72800 71400 BC
22 22 BC2608 20250925 ... 73000 71400 BC
23 23 BC2609 20250925 ... 73000 71550 BC
24 24 AL2510 20250925 ... 20765 20680 AL
25 25 AL2511 20250925 ... 20780 20685 AL
26 26 AL2512 20250925 ... 20780 20690 AL
27 27 AL2601 20250925 ... 20780 20695 AL
28 28 AL2602 20250925 ... 20785 20695 AL
29 29 AL2603 20250925 ... 20815 20725 AL
30 30 AL2604 20250925 ... 20830 20750 AL
31 31 AL2605 20250925 ... 20845 20755 AL
32 32 AL2606 20250925 ... 20850 20785 AL
33 33 AL2607 20250925 ... 20850 20780 AL
34 34 AL2608 20250925 ... 20860 20775 AL
35 35 AL2609 20250925 ... 20860 20775 AL
36 36 ZN2510 20250925 ... 21960 21905 ZN
37 37 ZN2511 20250925 ... 21965 21915 ZN
38 38 ZN2512 20250925 ... 21980 21915 ZN
39 39 ZN2601 20250925 ... 21995 21930 ZN
40 40 ZN2602 20250925 ... 22030 21955 ZN
41 41 ZN2603 20250925 ... 22040 21970 ZN
42 42 ZN2604 20250925 ... 22090 22010 ZN
43 43 ZN2605 20250925 ... 22160 22045 ZN
44 44 ZN2606 20250925 ... 22185 22080 ZN
45 45 ZN2607 20250925 ... 22095 22095 ZN
46 46 ZN2608 20250925 ... 22185 22115 ZN
47 47 ZN2609 20250925 ... 22195 22145 ZN
48 48 PB2510 20250925 ... 17070 17035 PB
49 49 PB2511 20250925 ... 17110 17075 PB
50 50 PB2512 20250925 ... 17125 17090 PB
51 51 PB2601 20250925 ... 17135 17085 PB
52 52 PB2602 20250925 ... 17090 17090 PB
53 53 PB2603 20250925 ... 17175 17125 PB
54 54 PB2604 20250925 ... 17215 17215 PB
55 55 PB2605 20250925 ... 17170 17140 PB
56 56 PB2606 20250925 ... 17190 17160 PB
57 57 PB2607 20250925 ... 17175 17175 PB
58 58 PB2608 20250925 ... 17210 17140 PB
59 59 PB2609 20250925 ... 17230 17185 PB
60 60 NI2510 20250925 ... 122390 121450 NI
61 61 NI2511 20250925 ... 122730 121680 NI
62 62 NI2512 20250925 ... 122960 121810 NI
63 63 NI2601 20250925 ... 123080 122020 NI
64 64 NI2602 20250925 ... 123580 122250 NI
65 65 NI2603 20250925 ... 123430 122510 NI
66 66 NI2604 20250925 ... 123660 122640 NI
67 67 NI2605 20250925 ... 123980 122920 NI
68 68 NI2606 20250925 ... 123830 123050 NI
69 69 NI2607 20250925 ... 124190 123340 NI
70 70 NI2608 20250925 ... 125100 123750 NI
71 71 NI2609 20250925 ... 125630 124090 NI
72 72 SN2510 20250925 ... 273150 271570 SN
73 73 SN2511 20250925 ... 273490 271840 SN
74 74 SN2512 20250925 ... 273700 272030 SN
75 75 SN2601 20250925 ... 273840 272140 SN
76 76 SN2602 20250925 ... 273860 272100 SN
77 77 SN2603 20250925 ... 274180 272640 SN
78 78 SN2604 20250925 ... 274410 272870 SN
79 79 SN2605 20250925 ... 274840 273140 SN
80 80 SN2606 20250925 ... 274920 273310 SN
81 81 SN2607 20250925 ... 274910 273200 SN
82 82 SN2608 20250925 ... 275220 273380 SN
83 83 SN2609 20250925 ... 276240 273670 SN
84 84 AO2510 20250925 ... 2875 2858 AO
85 85 AO2511 20250925 ... 2897 2871 AO
86 86 AO2512 20250925 ... 2912 2882 AO
87 87 AO2601 20250925 ... 2927 2894 AO
88 88 AO2602 20250925 ... 2936 2906 AO
89 89 AO2603 20250925 ... 3003 2975 AO
90 90 AO2604 20250925 ... 3007 2980 AO
91 91 AO2605 20250925 ... 3016 2986 AO
92 92 AO2606 20250925 ... 3023 2993 AO
93 93 AO2607 20250925 ... 3032 2996 AO
94 94 AO2608 20250925 ... 3036 3007 AO
95 95 AO2609 20250925 ... 3045 3020 AO
96 96 AD2511 20250925 ... 20360 20320 AD
97 97 AD2512 20250925 ... 20405 20315 AD
98 98 AD2601 20250925 ... 20410 20320 AD
99 99 AD2602 20250925 ... 20440 20320 AD
100 100 AD2603 20250925 ... 20300 20300 AD
101 101 AD2604 20250925 ... 20320 20320 AD
102 102 AD2605 20250925 ... 20320 20320 AD
103 103 AD2606 20250925 ... 20385 20305 AD
104 104 AD2607 20250925 ... 20510 20510 AD
105 105 AD2608 20250925 ... 20515 20515 AD
106 106 AD2609 20250925 ... 20335 20335 AD
107 107 AU2510 20250925 ... 853.14 854.98 AU
108 108 AU2511 20250925 ... 854.06 856.34 AU
109 109 AU2512 20250925 ... 855.96 858.6 AU
110 110 AU2602 20250925 ... 858.8 860.92 AU
111 111 AU2604 20250925 ... 860.04 863.22 AU
112 112 AU2606 20250925 ... 863.34 865.94 AU
113 113 AU2608 20250925 ... 865.28 869.22 AU
114 114 AU2610 20250925 ... 869.38 872.52 AU
115 115 AG2510 20250925 ... 10358 10356 AG
116 116 AG2511 20250925 ... 10374 10388 AG
117 117 AG2512 20250925 ... 10396 10403 AG
118 118 AG2601 20250925 ... 10407 10415 AG
119 119 AG2602 20250925 ... 10420 10423 AG
120 120 AG2603 20250925 ... 10441 10438 AG
121 121 AG2604 20250925 ... 10454 10454 AG
122 122 AG2605 20250925 ... 10463 10468 AG
123 123 AG2606 20250925 ... 10478 10479 AG
124 124 AG2607 20250925 ... 10491 10496 AG
125 125 AG2608 20250925 ... 10504 10509 AG
126 126 AG2609 20250925 ... 10512 10514 AG
127 127 RB2510 20250925 ... 3072 3066 RB
128 128 RB2511 20250925 ... 3087 3082 RB
129 129 RB2512 20250925 ... 3144 3136 RB
130 130 RB2601 20250925 ... 3164 3157 RB
131 131 RB2602 20250925 ... 3165 3159 RB
132 132 RB2603 20250925 ... 3183 3175 RB
133 133 RB2604 20250925 ... 3204 3193 RB
134 134 RB2605 20250925 ... 3223 3217 RB
135 135 RB2606 20250925 ... 3238 3235 RB
136 136 RB2607 20250925 ... 3247 3246 RB
137 137 RB2608 20250925 ... 3248 3241 RB
138 138 RB2609 20250925 ... 3255 3244 RB
139 139 WR2510 20250925 ... 3233 3233 WR
140 140 WR2511 20250925 ... 3330 3343 WR
141 141 WR2512 20250925 ... 3324 3324 WR
142 142 WR2601 20250925 ... 3339 3349 WR
143 143 WR2602 20250925 ... 3353 3339 WR
144 144 WR2603 20250925 ... 3399 3399 WR
145 145 WR2604 20250925 ... 3389 3389 WR
146 146 WR2605 20250925 ... 3413 3414 WR
147 147 WR2606 20250925 ... 3372 3372 WR
148 148 WR2607 20250925 ... 3390 3390 WR
149 149 WR2608 20250925 ... 3371 3371 WR
150 150 WR2609 20250925 ... 3418 3418 WR
151 151 HC2510 20250925 ... 3415 3401 HC
152 152 HC2511 20250925 ... 3391 3380 HC
153 153 HC2512 20250925 ... 3378 3368 HC
154 154 HC2601 20250925 ... 3354 3350 HC
155 155 HC2602 20250925 ... 3353 3346 HC
156 156 HC2603 20250925 ... 3357 3351 HC
157 157 HC2604 20250925 ... 3358 3349 HC
158 158 HC2605 20250925 ... 3364 3358 HC
159 159 HC2606 20250925 ... 3360 3362 HC
160 160 HC2607 20250925 ... 3376 3369 HC
161 161 HC2608 20250925 ... 3371 3371 HC
162 162 HC2609 20250925 ... 3383 3383 HC
163 163 SS2510 20250925 ... 12800 12790 SS
164 164 SS2511 20250925 ... 12915 12905 SS
165 165 SS2512 20250925 ... 12960 12945 SS
166 166 SS2601 20250925 ... 13020 13005 SS
167 167 SS2602 20250925 ... 13070 13040 SS
168 168 SS2603 20250925 ... 13175 13125 SS
169 169 SS2604 20250925 ... 13215 13180 SS
170 170 SS2605 20250925 ... 13295 13260 SS
171 171 SS2606 20250925 ... 13340 13305 SS
172 172 SS2607 20250925 ... 13410 13395 SS
173 173 SS2608 20250925 ... 13465 13420 SS
174 174 SS2609 20250925 ... 13535 13485 SS
175 175 SC2510 20250925 ... 489.3 479.3 SC
176 176 SC2511 20250925 ... 488.9 482.3 SC
177 177 SC2512 20250925 ... 489.8 482.8 SC
178 178 SC2601 20250925 ... 489.8 482.7 SC
179 179 SC2602 20250925 ... 488.9 482.1 SC
180 180 SC2603 20250925 ... 488.3 481.8 SC
181 181 SC2604 20250925 ... 488 482.5 SC
182 182 SC2605 20250925 ... 486.8 480.8 SC
183 183 SC2606 20250925 ... 486.3 480 SC
184 184 SC2607 20250925 ... 487.3 480 SC
185 185 SC2608 20250925 ... 485.8 478.1 SC
186 186 SC2609 20250925 ... 482.7 477.8 SC
187 187 SC2612 20250925 ... 473.5 472 SC
188 188 SC2703 20250925 ... 478.3 473.1 SC
189 189 SC2706 20250925 ... 476 469.2 SC
190 190 SC2709 20250925 ... 477 470 SC
191 191 SC2712 20250925 ... 477.8 469.1 SC
192 192 SC2803 20250925 ... 476 468 SC
193 193 SC2806 20250925 ... 473.2 465.8 SC
194 194 SC2809 20250925 ... 472.1 464.2 SC
195 195 LU2510 20250925 ... 3366 3366 LU
196 196 LU2511 20250925 ... 3435 3397 LU
197 197 LU2512 20250925 ... 3430 3385 LU
198 198 LU2601 20250925 ... 3418 3377 LU
199 199 LU2602 20250925 ... 3400 3362 LU
200 200 LU2603 20250925 ... 3398 3358 LU
201 201 LU2604 20250925 ... 3395 3356 LU
202 202 LU2605 20250925 ... 3390 3356 LU
203 203 LU2606 20250925 ... 3393 3347 LU
204 204 LU2607 20250925 ... 3377 3344 LU
205 205 LU2608 20250925 ... 3366 3334 LU
206 206 LU2609 20250925 ... 3346 3320 LU
207 207 FU2510 20250925 ... 2933 2879 FU
208 208 FU2511 20250925 ... 2948 2888 FU
209 209 FU2512 20250925 ... 2905 2867 FU
210 210 FU2601 20250925 ... 2883 2850 FU
211 211 FU2602 20250925 ... 2865 2837 FU
212 212 FU2603 20250925 ... 2853 2822 FU
213 213 FU2604 20250925 ... 2840 2808 FU
214 214 FU2605 20250925 ... 2827 2800 FU
215 215 FU2606 20250925 ... 2811 2782 FU
216 216 FU2607 20250925 ... 2784 2753 FU
217 217 FU2608 20250925 ... 2758 2728 FU
218 218 FU2609 20250925 ... 2737 2719 FU
219 219 BU2510 20250925 ... 3444 3413 BU
220 220 BU2511 20250925 ... 3426 3396 BU
221 221 BU2512 20250925 ... 3373 3346 BU
222 222 BU2601 20250925 ... 3341 3314 BU
223 223 BU2602 20250925 ... 3348 3318 BU
224 224 BU2603 20250925 ... 3361 3335 BU
225 225 BU2604 20250925 ... 3337 3312 BU
226 226 BU2605 20250925 ... 3365 3332 BU
227 227 BU2606 20250925 ... 3362 3333 BU
228 228 BU2607 20250925 ... 3365 3327 BU
229 229 BU2608 20250925 ... 3344 3323 BU
230 230 BU2609 20250925 ... 3352 3333 BU
231 231 BU2612 20250925 ... 3319 3300 BU
232 232 BU2703 20250925 ... 3329 3281 BU
233 233 BU2706 20250925 ... 3327 3312 BU
234 234 BU2709 20250925 ... 3333 3320 BU
235 235 BR2510 20250925 ... 11560 11595 BR
236 236 BR2511 20250925 ... 11555 11545 BR
237 237 BR2512 20250925 ... 11555 11535 BR
238 238 BR2601 20250925 ... 11545 11525 BR
239 239 BR2602 20250925 ... 11555 11545 BR
240 240 BR2603 20250925 ... 11595 11605 BR
241 241 BR2604 20250925 ... 11640 11640 BR
242 242 BR2605 20250925 ... 11615 11580 BR
243 243 BR2606 20250925 ... 11620 11620 BR
244 244 BR2607 20250925 ... 11745 11680 BR
245 245 BR2608 20250925 ... 11745 11745 BR
246 246 BR2609 20250925 ... 11750 11750 BR
247 247 RU2510 20250925 ... 14680 14740 RU
248 248 RU2511 20250925 ... 14705 14715 RU
249 249 RU2601 20250925 ... 15630 15605 RU
250 250 RU2603 20250925 ... 15625 15590 RU
251 251 RU2604 20250925 ... 15625 15570 RU
252 252 RU2605 20250925 ... 15575 15545 RU
253 253 RU2606 20250925 ... 15635 15585 RU
254 254 RU2607 20250925 ... 15580 15600 RU
255 255 RU2608 20250925 ... 15625 15685 RU
256 256 RU2609 20250925 ... 15550 15600 RU
257 257 NR2510 20250925 ... 12440 12415 NR
258 258 NR2511 20250925 ... 12485 12455 NR
259 259 NR2512 20250925 ... 12500 12465 NR
260 260 NR2601 20250925 ... 12525 12490 NR
261 261 NR2602 20250925 ... 12520 12490 NR
262 262 NR2603 20250925 ... 12530 12510 NR
263 263 NR2604 20250925 ... 12565 12530 NR
264 264 NR2605 20250925 ... 12575 12600 NR
265 265 NR2606 20250925 ... 12600 12495 NR
266 266 NR2607 20250925 ... 12650 12650 NR
267 267 NR2608 20250925 ... 12685 12685 NR
268 268 NR2609 20250925 ... 12510 12510 NR
269 269 SP2510 20250925 ... 5018 4984 SP
270 270 SP2511 20250925 ... 5050 5010 SP
271 271 SP2512 20250925 ... 5068 5026 SP
272 272 SP2601 20250925 ... 5304 5268 SP
273 273 SP2602 20250925 ... 5292 5258 SP
274 274 SP2603 20250925 ... 5310 5272 SP
275 275 SP2604 20250925 ... 5318 5282 SP
276 276 SP2605 20250925 ... 5318 5286 SP
277 277 SP2606 20250925 ... 5324 5282 SP
278 278 SP2607 20250925 ... 5320 5268 SP
279 279 SP2608 20250925 ... 5326 5292 SP
280 280 SP2609 20250925 ... 5328 5280 SP
281 281 OP2601 20250925 ... 4238 4230 OP
282 282 OP2602 20250925 ... 4228 4228 OP
283 283 OP2603 20250925 ... 4266 4246 OP
284 284 OP2604 20250925 ... 4262 4262 OP
285 285 OP2605 20250925 ... 4266 4266 OP
286 286 OP2606 20250925 ... 4236 4242 OP
287 287 OP2607 20250925 ... 4238 4238 OP
288 288 OP2608 20250925 ... 4240 4238 OP
289 289 OP2609 20250925 ... 4336 4338 OP
290 290 EC2510 20250925 ... 1160.6 1128 EC
291 291 EC2512 20250925 ... 1746.6 1678.9 EC
292 292 EC2602 20250925 ... 1647.8 1572.8 EC
293 293 EC2604 20250925 ... 1276.4 1257.3 EC
294 294 EC2606 20250925 ... 1467.5 1436.5 EC
295 295 EC2608 20250925 ... 1619.8 1591.5 EC
296 298 SC_TAS2511 20250925 ... SC_TAS
297 299 SC_TAS2512 20250925 ... SC_TAS
298 300 SC_TAS2601 20250925 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:26:08,321 - future_1d - INFO - ak.get_shfe_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 PS2510 20250925 52135.0 ... 51595.0 51390.0 PS
1 PS2511 20250925 51480.0 ... 51360.0 50910.0 PS
2 PS2512 20250925 54010.0 ... 53675.0 53295.0 PS
3 PS2601 20250925 53500.0 ... 53200.0 52905.0 PS
4 PS2602 20250925 53460.0 ... 53205.0 52855.0 PS
5 PS2603 20250925 53235.0 ... 53035.0 52725.0 PS
6 PS2604 20250925 53280.0 ... 53005.0 52925.0 PS
7 PS2605 20250925 53200.0 ... 52930.0 52675.0 PS
8 PS2606 20250925 55500.0 ... 54935.0 54420.0 PS
9 PS2607 20250925 55160.0 ... 54870.0 54480.0 PS
10 PS2608 20250925 55155.0 ... 54605.0 54375.0 PS
11 PS2609 20250925 54815.0 ... 54620.0 54450.0 PS
13 SI2510 20250925 8980.0 ... 9020.0 8925.0 SI
14 SI2511 20250925 9035.0 ... 9030.0 8990.0 SI
15 SI2512 20250925 9405.0 ... 9425.0 9385.0 SI
16 SI2601 20250925 9400.0 ... 9390.0 9355.0 SI
17 SI2602 20250925 9370.0 ... 9390.0 9380.0 SI
18 SI2603 20250925 9395.0 ... 9420.0 9400.0 SI
19 SI2604 20250925 9405.0 ... 9405.0 9410.0 SI
20 SI2605 20250925 9445.0 ... 9420.0 9385.0 SI
21 SI2606 20250925 9435.0 ... 9445.0 9385.0 SI
22 SI2607 20250925 9460.0 ... 9465.0 9415.0 SI
23 SI2608 20250925 9420.0 ... 9425.0 9410.0 SI
24 SI2609 20250925 9405.0 ... 9425.0 9390.0 SI
27 LC2510 20250925 72720.0 ... 73100.0 73280.0 LC
28 LC2511 20250925 72980.0 ... 73580.0 73360.0 LC
29 LC2512 20250925 73060.0 ... 73660.0 73500.0 LC
30 LC2601 20250925 72900.0 ... 73620.0 73360.0 LC
31 LC2602 20250925 72680.0 ... 73360.0 73160.0 LC
32 LC2603 20250925 72800.0 ... 73480.0 73160.0 LC
33 LC2604 20250925 73260.0 ... 73760.0 73580.0 LC
34 LC2605 20250925 73260.0 ... 73740.0 73520.0 LC
35 LC2606 20250925 73040.0 ... 73460.0 73400.0 LC
36 LC2607 20250925 73040.0 ... 73360.0 73200.0 LC
37 LC2608 20250925 73040.0 ... 73480.0 73220.0 LC
38 LC2609 20250925 74000.0 ... 73540.0 73240.0 LC
[36 rows x 12 columns]
2025-09-29 18:26:08,520 - future_1d - INFO - ak.get_gfex_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 IC2510 20250925 7263.000 ... 7311.000 7260.400 IC
1 IC2511 20250925 7209.800 ... 7240.200 7190.400 IC
2 IC2512 20250925 7139.000 ... 7185.400 7135.800 IC
3 IC2603 20250925 6976.000 ... 7007.000 6960.000 IC
4 IF2510 20250925 4548.000 ... 4596.600 4547.200 IF
5 IF2511 20250925 4533.200 ... 4581.600 4528.800 IF
6 IF2512 20250925 4523.400 ... 4572.400 4522.600 IF
7 IF2603 20250925 4493.000 ... 4539.600 4493.600 IF
8 IH2510 20250925 2941.000 ... 2958.000 2939.200 IH
9 IH2511 20250925 2942.000 ... 2956.400 2936.600 IH
10 IH2512 20250925 2941.000 ... 2958.400 2938.200 IH
11 IH2603 20250925 2944.800 ... 2955.800 2939.000 IH
12 IM2510 20250925 7460.600 ... 7456.400 7454.800 IM
13 IM2511 20250925 7383.600 ... 7369.200 7370.800 IM
14 IM2512 20250925 7290.000 ... 7290.800 7288.400 IM
15 IM2603 20250925 7080.000 ... 7076.400 7074.000 IM
16 T2512 20250925 107.600 ... 107.540 107.620 T
17 T2603 20250925 107.235 ... 107.175 107.275 T
18 T2606 20250925 107.205 ... 107.115 107.195 T
19 TF2512 20250925 105.510 ... 105.475 105.540 TF
20 TF2603 20250925 105.380 ... 105.335 105.415 TF
21 TF2606 20250925 105.345 ... 105.335 105.360 TF
22 TL2512 20250925 113.840 ... 113.960 113.990 TL
23 TL2603 20250925 113.490 ... 113.620 113.630 TL
24 TL2606 20250925 113.400 ... 113.540 113.620 TL
25 TS2512 20250925 102.306 ... 102.300 102.324 TS
26 TS2603 20250925 102.226 ... 102.220 102.248 TS
27 TS2606 20250925 102.250 ... 102.226 102.262 TS
[28 rows x 12 columns]
2025-09-29 18:26:08,908 - future_1d - INFO - ak.get_cffex_daily('2025-09-25') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250925 8538.0 8648.0 ... 23753.52 8585.0 8525.0 AP
1 AP511 20250925 8378.0 8498.0 ... 20087.47 8440.0 8356.0 AP
2 AP512 20250925 8248.0 8414.0 ... 1899.21 8367.0 8296.0 AP
3 AP601 20250925 8331.0 8450.0 ... 501897.78 8385.0 8344.0 AP
4 AP603 20250925 8242.0 8303.0 ... 890.41 8244.0 8223.0 AP
5 AP604 20250925 8236.0 8269.0 ... 148.16 8231.0 8213.0 AP
6 AP605 20250925 8248.0 8312.0 ... 9355.27 8264.0 8248.0 AP
7 CF511 20250925 13710.0 13725.0 ... 312969.82 13560.0 13625.0 CF
8 CF601 20250925 13555.0 13575.0 ... 1664965.42 13515.0 13560.0 CF
9 CF603 20250925 13520.0 13540.0 ... 6561.00 13485.0 13535.0 CF
10 CF605 20250925 13550.0 13555.0 ... 191722.50 13510.0 13560.0 CF
11 CF607 20250925 13575.0 13580.0 ... 2219.85 13535.0 13590.0 CF
12 CF609 20250925 13730.0 13730.0 ... 691.62 13695.0 13735.0 CF
13 CJ512 20250925 10740.0 11070.0 ... 6390.30 10905.0 10760.0 CJ
14 CJ601 20250925 10825.0 11130.0 ... 1254628.63 10960.0 10795.0 CJ
15 CJ603 20250925 10795.0 11095.0 ... 14645.96 10925.0 10785.0 CJ
16 CJ605 20250925 10875.0 11160.0 ... 208459.47 10990.0 10830.0 CJ
17 CJ607 20250925 10935.0 11255.0 ... 2647.11 11075.0 10935.0 CJ
18 CJ609 20250925 11065.0 11370.0 ... 1031.54 11210.0 11025.0 CJ
19 CY510 20250925 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250925 19880.0 19905.0 ... 119620.88 19780.0 19775.0 CY
21 CY512 20250925 19515.0 19515.0 ... 9.76 19515.0 19495.0 CY
22 CY601 20250925 19710.0 19730.0 ... 6459.10 19690.0 19690.0 CY
23 CY602 20250925 0.0 0.0 ... 0.00 19745.0 19745.0 CY
24 CY603 20250925 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250925 0.0 0.0 ... 0.00 19730.0 19730.0 CY
26 CY605 20250925 19705.0 19765.0 ... 19.74 19735.0 19795.0 CY
27 CY606 20250925 0.0 0.0 ... 0.00 19735.0 19735.0 CY
28 CY607 20250925 0.0 0.0 ... 0.00 20005.0 20005.0 CY
29 CY608 20250925 0.0 0.0 ... 0.00 19930.0 19940.0 CY
30 CY609 20250925 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250925 1130.0 1150.0 ... 9834.72 1135.0 1109.0 FG
32 FG511 20250925 1133.0 1164.0 ... 394480.86 1145.0 1106.0 FG
33 FG512 20250925 1253.0 1282.0 ... 151791.67 1265.0 1228.0 FG
34 FG601 20250925 1252.0 1282.0 ... 9137130.71 1260.0 1232.0 FG
35 FG602 20250925 1298.0 1331.0 ... 113762.92 1308.0 1274.0 FG
36 FG603 20250925 1319.0 1330.0 ... 8819.65 1314.0 1289.0 FG
37 FG604 20250925 1372.0 1391.0 ... 2719.36 1380.0 1354.0 FG
38 FG605 20250925 1365.0 1392.0 ... 335024.93 1373.0 1354.0 FG
39 FG606 20250925 1398.0 1419.0 ... 1893.04 1402.0 1382.0 FG
40 FG607 20250925 1372.0 1412.0 ... 2289.70 1398.0 1375.0 FG
41 FG608 20250925 1434.0 1449.0 ... 1630.58 1435.0 1417.0 FG
42 FG609 20250925 1426.0 1452.0 ... 12590.62 1440.0 1414.0 FG
43 JR511 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250925 2262.0 2269.0 ... 2975.32 2263.0 2263.0 MA
52 MA511 20250925 2303.0 2307.0 ... 129297.32 2298.0 2294.0 MA
53 MA512 20250925 2333.0 2340.0 ... 92047.38 2333.0 2332.0 MA
54 MA601 20250925 2356.0 2364.0 ... 822244.57 2357.0 2355.0 MA
55 MA602 20250925 2382.0 2387.0 ... 33142.05 2380.0 2380.0 MA
56 MA603 20250925 2392.0 2400.0 ... 908.62 2397.0 2396.0 MA
57 MA604 20250925 2395.0 2395.0 ... 23.94 2394.0 2396.0 MA
58 MA605 20250925 2382.0 2391.0 ... 59705.76 2383.0 2382.0 MA
59 MA606 20250925 2394.0 2399.0 ... 45.45 2392.0 2389.0 MA
60 MA607 20250925 2366.0 2371.0 ... 28.43 2369.0 2364.0 MA
61 MA608 20250925 2370.0 2370.0 ... 2.37 2370.0 2362.0 MA
62 MA609 20250925 2347.0 2350.0 ... 264.98 2345.0 2341.0 MA
63 OI511 20250925 10136.0 10344.0 ... 679752.78 10195.0 10110.0 OI
64 OI601 20250925 9949.0 10154.0 ... 4025663.97 10033.0 9923.0 OI
65 OI603 20250925 9703.0 9912.0 ... 6903.28 9792.0 9681.0 OI
66 OI605 20250925 9456.0 9668.0 ... 210491.42 9551.0 9437.0 OI
67 OI607 20250925 9406.0 9611.0 ... 2158.04 9549.0 9387.0 OI
68 OI609 20250925 9385.0 9566.0 ... 2685.78 9524.0 9343.0 OI
69 PF510 20250925 6308.0 6382.0 ... 3524.96 6358.0 6274.0 PF
70 PF511 20250925 6310.0 6380.0 ... 613970.31 6328.0 6272.0 PF
71 PF512 20250925 6262.0 6344.0 ... 338379.21 6288.0 6238.0 PF
72 PF601 20250925 6324.0 6386.0 ... 51277.92 6346.0 6284.0 PF
73 PF602 20250925 6316.0 6390.0 ... 136637.20 6334.0 6288.0 PF
74 PF603 20250925 6340.0 6392.0 ... 34.93 6350.0 6304.0 PF
75 PF604 20250925 6386.0 6418.0 ... 25.63 6408.0 6342.0 PF
76 PF605 20250925 6400.0 6454.0 ... 25.73 6434.0 6378.0 PF
77 PF606 20250925 6414.0 6414.0 ... 3.21 6414.0 6380.0 PF
78 PF607 20250925 6484.0 6484.0 ... 3.24 6484.0 6394.0 PF
79 PF608 20250925 0.0 0.0 ... 0.00 6496.0 6402.0 PF
80 PF609 20250925 6508.0 6508.0 ... 3.25 6508.0 6442.0 PF
81 PK510 20250925 7780.0 7790.0 ... 3624.73 7770.0 7796.0 PK
82 PK511 20250925 7762.0 7784.0 ... 221707.73 7766.0 7762.0 PK
83 PK512 20250925 7762.0 7776.0 ... 85187.60 7762.0 7770.0 PK
84 PK601 20250925 7778.0 7788.0 ... 57441.67 7776.0 7790.0 PK
85 PK603 20250925 7816.0 7818.0 ... 70.30 7812.0 7830.0 PK
86 PK604 20250925 7826.0 7838.0 ... 74.44 7836.0 7836.0 PK
87 PK605 20250925 7832.0 7840.0 ... 1946.70 7834.0 7836.0 PK
88 PL601 20250925 6358.0 6384.0 ... 18325.21 6372.0 6344.0 PL
89 PL602 20250925 6399.0 6409.0 ... 563.36 6402.0 6385.0 PL
90 PL603 20250925 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250925 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250925 0.0 0.0 ... 0.00 6350.0 6330.0 PL
93 PL606 20250925 0.0 0.0 ... 0.00 6419.0 6402.0 PL
94 PL607 20250925 0.0 0.0 ... 0.00 6410.0 6410.0 PL
95 PL608 20250925 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250925 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250925 5832.0 5880.0 ... 2354.18 5856.0 5798.0 PR
104 PR511 20250925 5800.0 5846.0 ... 249600.32 5816.0 5756.0 PR
105 PR512 20250925 5792.0 5850.0 ... 209730.17 5814.0 5764.0 PR
106 PR601 20250925 5794.0 5846.0 ... 127445.00 5812.0 5746.0 PR
107 PR602 20250925 5830.0 5866.0 ... 1534.81 5848.0 5790.0 PR
108 PR603 20250925 5830.0 5866.0 ... 52.56 5840.0 5808.0 PR
109 PR604 20250925 5850.0 5886.0 ... 17.60 5868.0 5826.0 PR
110 PR605 20250925 5852.0 5904.0 ... 61.75 5882.0 5830.0 PR
111 PR606 20250925 0.0 0.0 ... 0.00 5918.0 5860.0 PR
112 PR607 20250925 5902.0 5902.0 ... 8.85 5902.0 5876.0 PR
113 PR608 20250925 0.0 0.0 ... 0.00 5940.0 5892.0 PR
114 PR609 20250925 0.0 0.0 ... 0.00 5924.0 5882.0 PR
115 PX510 20250925 6334.0 6690.0 ... 26287.94 6470.0 6604.0 PX
116 PX511 20250925 6620.0 6686.0 ... 615785.56 6640.0 6568.0 PX
117 PX512 20250925 6614.0 6678.0 ... 210198.60 6638.0 6576.0 PX
118 PX601 20250925 6610.0 6672.0 ... 168342.39 6636.0 6570.0 PX
119 PX602 20250925 6624.0 6688.0 ... 7754.97 6654.0 6582.0 PX
120 PX603 20250925 6628.0 6632.0 ... 9.94 6630.0 6570.0 PX
121 PX604 20250925 6690.0 6690.0 ... 3.35 6690.0 6616.0 PX
122 PX605 20250925 6632.0 6706.0 ... 2464.91 6672.0 6596.0 PX
123 PX606 20250925 0.0 0.0 ... 0.00 6692.0 6622.0 PX
124 PX607 20250925 6700.0 6700.0 ... 3.35 6700.0 6608.0 PX
125 PX608 20250925 0.0 0.0 ... 0.00 6674.0 6620.0 PX
126 PX609 20250925 6658.0 6698.0 ... 6.68 6678.0 6626.0 PX
127 RI511 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250925 2471.0 2494.0 ... 11208.27 2479.0 2459.0 RM
134 RM601 20250925 2408.0 2450.0 ... 897937.89 2424.0 2406.0 RM
135 RM603 20250925 2334.0 2362.0 ... 9498.76 2343.0 2334.0 RM
136 RM605 20250925 2328.0 2345.0 ... 180100.32 2328.0 2321.0 RM
137 RM607 20250925 2315.0 2335.0 ... 12049.28 2319.0 2311.0 RM
138 RM608 20250925 2411.0 2435.0 ... 1529.32 2420.0 2409.0 RM
139 RM609 20250925 2401.0 2426.0 ... 4909.94 2412.0 2396.0 RM
140 RS511 20250925 5270.0 5331.0 ... 100.91 5311.0 5278.0 RS
141 RS607 20250925 5588.0 5588.0 ... 194.69 5562.0 5552.0 RS
142 RS608 20250925 5551.0 5574.0 ... 161.01 5552.0 5543.0 RS
143 RS609 20250925 5576.0 5579.0 ... 133.34 5556.0 5549.0 RS
144 SA510 20250925 1225.0 1229.0 ... 6547.04 1222.0 1213.0 SA
145 SA511 20250925 1229.0 1241.0 ... 438284.40 1232.0 1218.0 SA
146 SA512 20250925 1298.0 1308.0 ... 342124.54 1298.0 1282.0 SA
147 SA601 20250925 1311.0 1320.0 ... 3084478.49 1311.0 1300.0 SA
148 SA602 20250925 1335.0 1349.0 ... 93123.96 1340.0 1318.0 SA
149 SA603 20250925 1344.0 1356.0 ... 3208.99 1347.0 1340.0 SA
150 SA604 20250925 1388.0 1401.0 ... 735.53 1393.0 1382.0 SA
151 SA605 20250925 1395.0 1408.0 ... 115820.62 1400.0 1389.0 SA
152 SA606 20250925 1411.0 1420.0 ... 924.29 1413.0 1401.0 SA
153 SA607 20250925 1416.0 1423.0 ... 1259.04 1418.0 1407.0 SA
154 SA608 20250925 1452.0 1453.0 ... 2568.25 1449.0 1437.0 SA
155 SA609 20250925 1449.0 1460.0 ... 5968.90 1455.0 1440.0 SA
156 SF510 20250925 5540.0 5584.0 ... 2278.10 5544.0 5536.0 SF
157 SF511 20250925 5722.0 5790.0 ... 575802.32 5724.0 5732.0 SF
158 SF512 20250925 5686.0 5758.0 ... 139267.93 5698.0 5708.0 SF
159 SF601 20250925 5692.0 5746.0 ... 169962.64 5692.0 5700.0 SF
160 SF602 20250925 5658.0 5708.0 ... 27586.73 5648.0 5662.0 SF
161 SF603 20250925 5790.0 5878.0 ... 449.34 5836.0 5858.0 SF
162 SF604 20250925 5814.0 5814.0 ... 2.91 5814.0 5832.0 SF
163 SF605 20250925 5808.0 5846.0 ... 3268.64 5790.0 5810.0 SF
164 SF606 20250925 5730.0 5800.0 ... 54.93 5782.0 5786.0 SF
165 SF607 20250925 5880.0 5940.0 ... 20.68 5910.0 5936.0 SF
166 SF608 20250925 5872.0 5950.0 ... 11.83 5914.0 5896.0 SF
167 SF609 20250925 5864.0 5922.0 ... 35.29 5882.0 5904.0 SF
168 SH510 20250925 2484.0 2485.0 ... 6882.09 2467.0 2471.0 SH
169 SH511 20250925 2502.0 2507.0 ... 542872.48 2488.0 2486.0 SH
170 SH512 20250925 2549.0 2555.0 ... 371357.74 2540.0 2533.0 SH
171 SH601 20250925 2552.0 2555.0 ... 1738819.77 2542.0 2533.0 SH
172 SH602 20250925 2572.0 2575.0 ... 38919.23 2565.0 2558.0 SH
173 SH603 20250925 2589.0 2591.0 ... 1092.08 2582.0 2574.0 SH
174 SH604 20250925 2624.0 2624.0 ... 31.47 2623.0 2620.0 SH
175 SH605 20250925 2640.0 2643.0 ... 8540.13 2633.0 2626.0 SH
176 SH606 20250925 2652.0 2652.0 ... 79.43 2648.0 2637.0 SH
177 SH607 20250925 2636.0 2647.0 ... 55.42 2639.0 2631.0 SH
178 SH608 20250925 2650.0 2650.0 ... 15.89 2648.0 2652.0 SH
179 SH609 20250925 2678.0 2678.0 ... 152.05 2668.0 2665.0 SH
180 SM510 20250925 5818.0 5832.0 ... 37009.46 5732.0 5814.0 SM
181 SM511 20250925 5908.0 5938.0 ... 461939.29 5892.0 5898.0 SM
182 SM512 20250925 5880.0 5942.0 ... 229503.51 5910.0 5898.0 SM
183 SM601 20250925 5916.0 5954.0 ... 648883.48 5904.0 5910.0 SM
184 SM602 20250925 5928.0 5960.0 ... 189915.34 5902.0 5928.0 SM
185 SM603 20250925 5948.0 5956.0 ... 940.16 5932.0 5948.0 SM
186 SM604 20250925 5920.0 5962.0 ... 130.54 5934.0 5954.0 SM
187 SM605 20250925 5946.0 5988.0 ... 12387.44 5944.0 5946.0 SM
188 SM606 20250925 5928.0 5968.0 ... 41.50 5928.0 5966.0 SM
189 SM607 20250925 5932.0 5980.0 ... 38.60 5938.0 5978.0 SM
190 SM608 20250925 0.0 0.0 ... 0.00 5988.0 5960.0 SM
191 SM609 20250925 5952.0 6016.0 ... 394.92 5984.0 5976.0 SM
192 SR511 20250925 5542.0 5556.0 ... 197387.15 5533.0 5538.0 SR
193 SR601 20250925 5492.0 5518.0 ... 1170834.61 5497.0 5483.0 SR
194 SR603 20250925 5472.0 5498.0 ... 2998.31 5481.0 5457.0 SR
195 SR605 20250925 5468.0 5483.0 ... 67385.76 5463.0 5446.0 SR
196 SR607 20250925 5466.0 5483.0 ... 3340.88 5468.0 5452.0 SR
197 SR609 20250925 5477.0 5495.0 ... 2114.39 5478.0 5466.0 SR
198 TA510 20250925 4596.0 4654.0 ... 16455.61 4630.0 4558.0 TA
199 TA511 20250925 4608.0 4668.0 ... 326553.23 4638.0 4576.0 TA
200 TA512 20250925 4626.0 4678.0 ... 129291.73 4652.0 4588.0 TA
201 TA601 20250925 4640.0 4688.0 ... 1632322.69 4658.0 4598.0 TA
202 TA602 20250925 4654.0 4698.0 ... 24535.75 4672.0 4610.0 TA
203 TA603 20250925 4620.0 4706.0 ... 437.42 4630.0 4620.0 TA
204 TA604 20250925 4664.0 4712.0 ... 32.80 4686.0 4660.0 TA
205 TA605 20250925 4668.0 4722.0 ... 57245.87 4696.0 4640.0 TA
206 TA606 20250925 4684.0 4732.0 ... 16.45 4700.0 4626.0 TA
207 TA607 20250925 4716.0 4720.0 ... 7.08 4718.0 4662.0 TA
208 TA608 20250925 0.0 0.0 ... 0.00 4744.0 4690.0 TA
209 TA609 20250925 4700.0 4768.0 ... 170.82 4746.0 4694.0 TA
210 UR510 20250925 1570.0 1571.0 ... 1056.31 1567.0 1563.0 UR
211 UR511 20250925 1657.0 1657.0 ... 71609.71 1651.0 1649.0 UR
212 UR512 20250925 1665.0 1668.0 ... 15708.84 1664.0 1663.0 UR
213 UR601 20250925 1677.0 1679.0 ... 320987.42 1675.0 1672.0 UR
214 UR602 20250925 1684.0 1686.0 ... 390.24 1682.0 1681.0 UR
215 UR603 20250925 1725.0 1728.0 ... 37.97 1726.0 1724.0 UR
216 UR604 20250925 1725.0 1727.0 ... 24.16 1726.0 1726.0 UR
217 UR605 20250925 1730.0 1730.0 ... 13083.72 1727.0 1723.0 UR
218 UR606 20250925 1725.0 1730.0 ... 110.60 1728.0 1725.0 UR
219 UR607 20250925 1753.0 1758.0 ... 21.08 1757.0 1757.0 UR
220 UR608 20250925 1750.0 1750.0 ... 14.00 1750.0 1751.0 UR
221 UR609 20250925 1740.0 1749.0 ... 338.83 1747.0 1741.0 UR
222 WH511 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:26:09,193 - future_1d - INFO - ak.get_czce_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 SC2510 20250925 486.8 ... 489.3 479.3 SC
1 SC2511 20250925 486.3 ... 488.9 482.3 SC
2 SC2512 20250925 486.8 ... 489.8 482.8 SC
3 SC2601 20250925 486.5 ... 489.8 482.7 SC
4 SC2602 20250925 487.6 ... 488.9 482.1 SC
5 SC2603 20250925 481.3 ... 488.3 481.8 SC
6 SC2604 20250925 485.8 ... 488 482.5 SC
7 SC2605 20250925 485 ... 486.8 480.8 SC
8 SC2606 20250925 483.7 ... 486.3 480 SC
9 SC2607 20250925 487.4 ... 487.3 480 SC
10 SC2608 20250925 486.1 ... 485.8 478.1 SC
11 SC2609 20250925 482.5 ... 482.7 477.8 SC
12 SC2612 20250925 ... 473.5 472 SC
13 SC2703 20250925 ... 478.3 473.1 SC
14 SC2706 20250925 ... 476 469.2 SC
15 SC2709 20250925 477 ... 477 470 SC
16 SC2712 20250925 477.8 ... 477.8 469.1 SC
17 SC2803 20250925 476 ... 476 468 SC
18 SC2806 20250925 473.5 ... 473.2 465.8 SC
19 SC2809 20250925 472.9 ... 472.1 464.2 SC
21 LU2510 20250925 ... 3366 3366 LU
22 LU2511 20250925 3411 ... 3435 3397 LU
23 LU2512 20250925 3409 ... 3430 3385 LU
24 LU2601 20250925 3393 ... 3418 3377 LU
25 LU2602 20250925 3375 ... 3400 3362 LU
26 LU2603 20250925 3380 ... 3398 3358 LU
27 LU2604 20250925 3394 ... 3395 3356 LU
28 LU2605 20250925 3389 ... 3390 3356 LU
29 LU2606 20250925 3386 ... 3393 3347 LU
30 LU2607 20250925 3376 ... 3377 3344 LU
31 LU2608 20250925 3367 ... 3366 3334 LU
32 LU2609 20250925 3331 ... 3346 3320 LU
34 NR2510 20250925 12425 ... 12440 12415 NR
35 NR2511 20250925 12470 ... 12485 12455 NR
36 NR2512 20250925 12520 ... 12500 12465 NR
37 NR2601 20250925 12490 ... 12525 12490 NR
38 NR2602 20250925 12505 ... 12520 12490 NR
39 NR2603 20250925 12500 ... 12530 12510 NR
40 NR2604 20250925 12560 ... 12565 12530 NR
41 NR2605 20250925 12565 ... 12575 12600 NR
42 NR2606 20250925 12600 ... 12600 12495 NR
43 NR2607 20250925 ... 12650 12650 NR
44 NR2608 20250925 ... 12685 12685 NR
45 NR2609 20250925 ... 12510 12510 NR
47 BC2510 20250925 71790 ... 72920 70910 BC
48 BC2511 20250925 72000 ... 73030 71060 BC
49 BC2512 20250925 72500 ... 73180 71110 BC
50 BC2601 20250925 73350 ... 73160 71300 BC
51 BC2602 20250925 ... 73100 71100 BC
52 BC2603 20250925 ... 73000 71210 BC
53 BC2604 20250925 ... 73000 71300 BC
54 BC2605 20250925 ... 72900 71300 BC
55 BC2606 20250925 ... 72900 71400 BC
56 BC2607 20250925 ... 72800 71400 BC
57 BC2608 20250925 ... 73000 71400 BC
58 BC2609 20250925 ... 73000 71550 BC
60 EC2510 20250925 1161 ... 1160.6 1128 EC
61 EC2512 20250925 1740.1 ... 1746.6 1678.9 EC
62 EC2602 20250925 1620 ... 1647.8 1572.8 EC
63 EC2604 20250925 1282.6 ... 1276.4 1257.3 EC
64 EC2606 20250925 1466 ... 1467.5 1436.5 EC
65 EC2608 20250925 1626 ... 1619.8 1591.5 EC
68 SC_TAS2511 20250925 ... SC_TAS
69 SC_TAS2512 20250925 ... SC_TAS
70 SC_TAS2601 20250925 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:26:09,252 - future_1d - INFO - ak.get_ine_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 a2511 20250925 3916.0 ... 3930.00 3890.00 A
1 a2601 20250925 3898.0 ... 3912.00 3879.00 A
2 a2603 20250925 3900.0 ... 3912.00 3886.00 A
3 a2605 20250925 3929.0 ... 3944.00 3929.00 A
4 a2607 20250925 3931.0 ... 3943.00 3931.00 A
5 a2609 20250925 3941.0 ... 3951.00 3942.00 A
6 b2510 20250925 3591.0 ... 3628.00 3575.00 B
7 b2511 20250925 3618.0 ... 3636.00 3582.00 B
8 b2512 20250925 3632.0 ... 3652.00 3611.00 B
9 b2601 20250925 3645.0 ... 3651.00 3605.00 B
10 b2602 20250925 3640.0 ... 3654.00 3608.00 B
11 b2603 20250925 3605.0 ... 3618.00 3580.00 B
12 b2604 20250925 3519.0 ... 3521.00 3495.00 B
13 b2605 20250925 3437.0 ... 3450.00 3425.00 B
14 b2606 20250925 3419.0 ... 3426.00 3405.00 B
15 b2607 20250925 3452.0 ... 3429.00 3413.00 B
16 b2608 20250925 3517.0 ... 3525.00 3508.00 B
17 b2609 20250925 3539.0 ... 3538.00 3516.00 B
18 bb2511 20250925 141.9 ... 142.00 142.00 BB
19 bb2601 20250925 147.0 ... 146.95 146.80 BB
20 bb2603 20250925 0.0 ... 147.00 147.00 BB
21 bb2605 20250925 0.0 ... 141.70 141.60 BB
22 bb2607 20250925 0.0 ... 146.45 146.35 BB
23 bb2609 20250925 0.0 ... 146.45 146.35 BB
24 bz2603 20250925 5916.0 ... 5930.00 5910.00 BZ
25 bz2604 20250925 5908.0 ... 5914.00 5902.00 BZ
26 bz2605 20250925 5929.0 ... 5939.00 5916.00 BZ
27 bz2606 20250925 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250925 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250925 0.0 ... 5884.00 5884.00 BZ
30 c2511 20250925 2167.0 ... 2166.00 2158.00 C
31 c2601 20250925 2137.0 ... 2136.00 2134.00 C
32 c2603 20250925 2147.0 ... 2144.00 2146.00 C
33 c2605 20250925 2204.0 ... 2199.00 2201.00 C
34 c2607 20250925 2216.0 ... 2211.00 2214.00 C
35 c2609 20250925 2231.0 ... 2227.00 2231.00 C
36 cs2511 20250925 2474.0 ... 2476.00 2458.00 CS
37 cs2601 20250925 2469.0 ... 2466.00 2459.00 CS
38 cs2603 20250925 2465.0 ... 2466.00 2461.00 CS
39 cs2605 20250925 2545.0 ... 2546.00 2540.00 CS
40 cs2607 20250925 2558.0 ... 2551.00 2549.00 CS
41 cs2609 20250925 2593.0 ... 2590.00 2588.00 CS
42 eb2509 20250925 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250925 6915.0 ... 6919.00 6884.00 EB
44 eb2511 20250925 6938.0 ... 6958.00 6923.00 EB
45 eb2512 20250925 6970.0 ... 6974.00 6940.00 EB
46 eb2601 20250925 6994.0 ... 7000.00 6978.00 EB
47 eb2602 20250925 7028.0 ... 7030.00 7013.00 EB
48 eb2603 20250925 7064.0 ... 7069.00 7051.00 EB
49 eb2604 20250925 7090.0 ... 7098.00 7085.00 EB
50 eb2605 20250925 7118.0 ... 7111.00 7107.00 EB
51 eb2606 20250925 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250925 7134.0 ... 7134.00 7071.00 EB
53 eb2608 20250925 0.0 ... 7177.00 7178.00 EB
54 eg2509 20250925 0.0 ... 4175.00 4139.00 EG
55 eg2510 20250925 4293.0 ... 4300.00 4259.00 EG
56 eg2511 20250925 4112.0 ... 4230.00 4219.00 EG
57 eg2512 20250925 4231.0 ... 4236.00 4228.00 EG
58 eg2601 20250925 4255.0 ... 4249.00 4227.00 EG
59 eg2602 20250925 4258.0 ... 4260.00 4240.00 EG
60 eg2603 20250925 4269.0 ... 4270.00 4247.00 EG
61 eg2604 20250925 0.0 ... 4285.00 4279.00 EG
62 eg2605 20250925 4315.0 ... 4309.00 4286.00 EG
63 eg2606 20250925 0.0 ... 4300.00 4290.00 EG
64 eg2607 20250925 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250925 0.0 ... 4346.00 4346.00 EG
66 fb2510 20250925 1261.0 ... 1262.50 1259.50 FB
67 fb2511 20250925 1254.0 ... 1254.50 1254.50 FB
68 fb2512 20250925 1253.5 ... 1253.50 1254.00 FB
69 fb2601 20250925 1254.5 ... 1255.00 1254.50 FB
70 fb2602 20250925 1256.0 ... 1255.00 1255.50 FB
71 fb2603 20250925 1245.0 ... 1245.50 1246.00 FB
72 fb2604 20250925 0.0 ... 1252.00 1252.00 FB
73 fb2605 20250925 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250925 0.0 ... 1292.00 1292.00 FB
75 fb2607 20250925 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250925 0.0 ... 1308.00 1308.00 FB
77 fb2609 20250925 0.0 ... 1296.00 1296.00 FB
78 i2510 20250925 822.0 ... 821.00 820.00 I
79 i2511 20250925 816.0 ... 816.00 816.00 I
80 i2512 20250925 811.5 ... 811.00 811.00 I
81 i2601 20250925 805.5 ... 804.00 803.50 I
82 i2602 20250925 799.5 ... 799.50 799.00 I
83 i2603 20250925 795.0 ... 794.50 793.00 I
84 i2604 20250925 789.5 ... 791.00 789.50 I
85 i2605 20250925 784.0 ... 784.50 781.50 I
86 i2606 20250925 777.5 ... 779.50 777.00 I
87 i2607 20250925 772.5 ... 774.50 771.50 I
88 i2608 20250925 768.0 ... 769.50 767.00 I
89 i2609 20250925 762.0 ... 764.00 762.00 I
90 j2510 20250925 1630.0 ... 1645.00 1628.00 J
91 j2511 20250925 1657.5 ... 1667.00 1655.00 J
92 j2512 20250925 1705.0 ... 1715.50 1690.50 J
93 j2601 20250925 1730.0 ... 1741.00 1725.50 J
94 j2602 20250925 0.0 ... 1757.50 1747.50 J
95 j2603 20250925 0.0 ... 1783.00 1783.00 J
96 j2604 20250925 0.0 ... 1841.50 1841.50 J
97 j2605 20250925 1863.0 ... 1885.50 1869.50 J
98 j2606 20250925 1888.5 ... 1901.00 1869.50 J
99 j2607 20250925 1900.0 ... 1910.50 1898.50 J
100 j2608 20250925 0.0 ... 1919.50 1919.50 J
101 j2609 20250925 1938.0 ... 1956.50 1943.00 J
102 jd2509 20250925 0.0 ... 3220.00 3250.00 JD
103 jd2510 20250925 2936.0 ... 2977.00 2958.00 JD
104 jd2511 20250925 3055.0 ... 3073.00 3057.00 JD
105 jd2512 20250925 3182.0 ... 3203.00 3182.00 JD
106 jd2601 20250925 3355.0 ... 3365.00 3354.00 JD
107 jd2602 20250925 3122.0 ... 3117.00 3122.00 JD
108 jd2603 20250925 3150.0 ... 3145.00 3144.00 JD
109 jd2604 20250925 3274.0 ... 3265.00 3268.00 JD
110 jd2605 20250925 3394.0 ... 3392.00 3391.00 JD
111 jd2606 20250925 3234.0 ... 3234.00 3228.00 JD
112 jd2607 20250925 3474.0 ... 3478.00 3472.00 JD
113 jd2608 20250925 3921.0 ... 3920.00 3918.00 JD
114 jm2510 20250925 1032.5 ... 1026.00 1025.50 JM
115 jm2511 20250925 1075.0 ... 1080.50 1078.50 JM
116 jm2512 20250925 1155.0 ... 1152.50 1149.50 JM
117 jm2601 20250925 1229.5 ... 1229.00 1222.50 JM
118 jm2602 20250925 1247.5 ... 1250.50 1247.50 JM
119 jm2603 20250925 1269.0 ... 1272.00 1268.00 JM
120 jm2604 20250925 1287.0 ... 1294.50 1289.00 JM
121 jm2605 20250925 1312.0 ... 1318.00 1316.00 JM
122 jm2606 20250925 1331.0 ... 1334.00 1332.00 JM
123 jm2607 20250925 1344.0 ... 1346.50 1346.00 JM
124 jm2608 20250925 1365.5 ... 1362.00 1364.50 JM
125 jm2609 20250925 1382.0 ... 1389.00 1386.00 JM
126 l2510 20250925 7113.0 ... 7096.00 7075.00 L
127 l2511 20250925 7146.0 ... 7123.00 7109.00 L
128 l2512 20250925 7155.0 ... 7151.00 7131.00 L
129 l2601 20250925 7169.0 ... 7168.00 7138.00 L
130 l2602 20250925 7156.0 ... 7163.00 7144.00 L
131 l2603 20250925 7172.0 ... 7176.00 7146.00 L
132 l2604 20250925 7209.0 ... 7212.00 7193.00 L
133 l2605 20250925 7185.0 ... 7203.00 7179.00 L
134 l2606 20250925 7201.0 ... 7201.00 7187.00 L
135 l2607 20250925 7220.0 ... 7220.00 7208.00 L
136 l2608 20250925 0.0 ... 7230.00 7230.00 L
137 l2609 20250925 7218.0 ... 7230.00 7228.00 L
138 lg2509 20250925 0.0 ... 772.00 766.00 LG
139 lg2511 20250925 804.0 ... 804.50 804.50 LG
140 lg2601 20250925 819.0 ... 819.50 820.00 LG
141 lg2603 20250925 824.5 ... 825.00 826.00 LG
142 lg2605 20250925 825.0 ... 827.50 827.50 LG
143 lg2607 20250925 827.0 ... 827.50 828.00 LG
144 lh2509 20250925 0.0 ... 13065.00 12600.00 LH
145 lh2511 20250925 12730.0 ... 12700.00 12700.00 LH
146 lh2601 20250925 13360.0 ... 13325.00 13295.00 LH
147 lh2603 20250925 12750.0 ... 12745.00 12700.00 LH
148 lh2605 20250925 13160.0 ... 13145.00 13140.00 LH
149 lh2607 20250925 13870.0 ... 13805.00 13810.00 LH
150 m2511 20250925 2929.0 ... 2934.00 2895.00 M
151 m2512 20250925 2970.0 ... 2973.00 2937.00 M
152 m2601 20250925 2958.0 ... 2961.00 2922.00 M
153 m2603 20250925 2923.0 ... 2929.00 2897.00 M
154 m2605 20250925 2760.0 ... 2759.00 2743.00 M
155 m2607 20250925 2757.0 ... 2749.00 2737.00 M
156 m2608 20250925 2853.0 ... 2864.00 2848.00 M
157 m2609 20250925 2858.0 ... 2870.00 2851.00 M
158 p2510 20250925 8994.0 ... 9072.00 8904.00 P
159 p2511 20250925 9134.0 ... 9162.00 9044.00 P
160 p2512 20250925 9108.0 ... 9186.00 9052.00 P
161 p2601 20250925 9188.0 ... 9214.00 9078.00 P
162 p2602 20250925 9154.0 ... 9184.00 9062.00 P
163 p2603 20250925 9104.0 ... 9142.00 9018.00 P
164 p2604 20250925 9118.0 ... 9092.00 8982.00 P
165 p2605 20250925 8994.0 ... 9030.00 8902.00 P
166 p2606 20250925 8944.0 ... 8928.00 8798.00 P
167 p2607 20250925 8850.0 ... 8834.00 8718.00 P
168 p2608 20250925 8754.0 ... 8750.00 8618.00 P
169 p2609 20250925 8622.0 ... 8646.00 8546.00 P
170 pg2509 20250925 0.0 ... 3793.00 3810.00 PG
171 pg2510 20250925 4337.0 ... 4352.00 4332.00 PG
172 pg2511 20250925 4254.0 ... 4258.00 4254.00 PG
173 pg2512 20250925 4194.0 ... 4196.00 4193.00 PG
174 pg2601 20250925 4135.0 ... 4137.00 4132.00 PG
175 pg2602 20250925 4067.0 ... 4072.00 4065.00 PG
176 pg2603 20250925 3986.0 ... 3992.00 3989.00 PG
177 pg2604 20250925 4347.0 ... 4357.00 4363.00 PG
178 pg2605 20250925 4263.0 ... 4270.00 4265.00 PG
179 pg2606 20250925 4220.0 ... 4220.00 4220.00 PG
180 pg2607 20250925 4141.0 ... 4154.00 4153.00 PG
181 pg2608 20250925 4102.0 ... 4116.00 4096.00 PG
182 pp2510 20250925 6776.0 ... 6784.00 6763.00 PP
183 pp2511 20250925 6838.0 ... 6827.00 6806.00 PP
184 pp2512 20250925 6848.0 ... 6861.00 6843.00 PP
185 pp2601 20250925 6890.0 ... 6893.00 6870.00 PP
186 pp2602 20250925 6872.0 ... 6877.00 6858.00 PP
187 pp2603 20250925 6878.0 ... 6880.00 6859.00 PP
188 pp2604 20250925 6914.0 ... 6918.00 6904.00 PP
189 pp2605 20250925 6923.0 ... 6935.00 6916.00 PP
190 pp2606 20250925 6908.0 ... 6908.00 6895.00 PP
191 pp2607 20250925 6885.0 ... 6883.00 6871.00 PP
192 pp2608 20250925 6881.0 ... 6884.00 6881.00 PP
193 pp2609 20250925 6902.0 ... 6911.00 6903.00 PP
194 rr2510 20250925 3617.0 ... 3618.00 3622.00 RR
195 rr2511 20250925 3615.0 ... 3612.00 3614.00 RR
196 rr2512 20250925 3615.0 ... 3614.00 3615.00 RR
197 rr2601 20250925 3622.0 ... 3622.00 3621.00 RR
198 rr2602 20250925 3605.0 ... 3605.00 3602.00 RR
199 rr2603 20250925 0.0 ... 3612.00 3612.00 RR
200 rr2604 20250925 3616.0 ... 3616.00 3616.00 RR
201 rr2605 20250925 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250925 0.0 ... 3600.00 3600.00 RR
203 rr2607 20250925 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250925 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250925 0.0 ... 3614.00 3614.00 RR
206 v2510 20250925 4805.0 ... 4808.00 4787.00 V
207 v2511 20250925 4836.0 ... 4838.00 4823.00 V
208 v2512 20250925 4873.0 ... 4877.00 4871.00 V
209 v2601 20250925 4920.0 ... 4925.00 4906.00 V
210 v2602 20250925 4945.0 ... 4964.00 4960.00 V
211 v2603 20250925 4982.0 ... 4996.00 4994.00 V
212 v2604 20250925 5194.0 ... 5191.00 5162.00 V
213 v2605 20250925 5230.0 ... 5226.00 5208.00 V
214 v2606 20250925 5261.0 ... 5262.00 5232.00 V
215 v2607 20250925 5281.0 ... 5294.00 5262.00 V
216 v2608 20250925 5312.0 ... 5331.00 5293.00 V
217 v2609 20250925 5344.0 ... 5355.00 5328.00 V
218 y2511 20250925 8144.0 ... 8188.00 8100.00 Y
219 y2512 20250925 8200.0 ... 8238.00 8154.00 Y
220 y2601 20250925 8166.0 ... 8180.00 8096.00 Y
221 y2603 20250925 8076.0 ... 8112.00 8050.00 Y
222 y2605 20250925 7894.0 ... 7924.00 7852.00 Y
223 y2607 20250925 7848.0 ... 7878.00 7816.00 Y
224 y2608 20250925 7852.0 ... 7880.00 7816.00 Y
225 y2609 20250925 7804.0 ... 7852.00 7782.00 Y
[226 rows x 12 columns]
2025-09-29 18:26:09,749 - future_1d - INFO - ak.get_dce_daily('2025-09-25') done
2025-09-29 18:26:11,511 - future_1d - INFO - save future_daily 2025-09-25 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250926 ... 82500 82080 CU
1 1 CU2511 20250926 ... 82540 82160 CU
2 2 CU2512 20250926 ... 82540 82110 CU
3 3 CU2601 20250926 ... 82530 82090 CU
4 4 CU2602 20250926 ... 82490 81970 CU
5 5 CU2603 20250926 ... 82420 82050 CU
6 6 CU2604 20250926 ... 82450 81900 CU
7 7 CU2605 20250926 ... 82500 82230 CU
8 8 CU2606 20250926 ... 82380 81760 CU
9 9 CU2607 20250926 ... 82200 81710 CU
10 10 CU2608 20250926 ... 82220 81680 CU
11 11 CU2609 20250926 ... 82110 81920 CU
12 12 BC2510 20250926 ... 73250 72920 BC
13 13 BC2511 20250926 ... 73420 73030 BC
14 14 BC2512 20250926 ... 73550 73180 BC
15 15 BC2601 20250926 ... 73160 73160 BC
16 16 BC2602 20250926 ... 73820 73100 BC
17 17 BC2603 20250926 ... 73000 73000 BC
18 18 BC2604 20250926 ... 73000 73000 BC
19 19 BC2605 20250926 ... 72900 72900 BC
20 20 BC2606 20250926 ... 72960 72900 BC
21 21 BC2607 20250926 ... 72840 72800 BC
22 22 BC2608 20250926 ... 73000 73000 BC
23 23 BC2609 20250926 ... 73000 73000 BC
24 24 AL2510 20250926 ... 20765 20765 AL
25 25 AL2511 20250926 ... 20775 20780 AL
26 26 AL2512 20250926 ... 20780 20780 AL
27 27 AL2601 20250926 ... 20780 20780 AL
28 28 AL2602 20250926 ... 20785 20785 AL
29 29 AL2603 20250926 ... 20810 20815 AL
30 30 AL2604 20250926 ... 20840 20830 AL
31 31 AL2605 20250926 ... 20845 20845 AL
32 32 AL2606 20250926 ... 20840 20850 AL
33 33 AL2607 20250926 ... 20860 20850 AL
34 34 AL2608 20250926 ... 20840 20860 AL
35 35 AL2609 20250926 ... 20860 20860 AL
36 36 ZN2510 20250926 ... 22010 21960 ZN
37 37 ZN2511 20250926 ... 22035 21965 ZN
38 38 ZN2512 20250926 ... 22040 21980 ZN
39 39 ZN2601 20250926 ... 22055 21995 ZN
40 40 ZN2602 20250926 ... 22085 22030 ZN
41 41 ZN2603 20250926 ... 22115 22040 ZN
42 42 ZN2604 20250926 ... 22145 22090 ZN
43 43 ZN2605 20250926 ... 22170 22160 ZN
44 44 ZN2606 20250926 ... 22215 22185 ZN
45 45 ZN2607 20250926 ... 22220 22095 ZN
46 46 ZN2608 20250926 ... 22270 22185 ZN
47 47 ZN2609 20250926 ... 22255 22195 ZN
48 48 PB2510 20250926 ... 17055 17070 PB
49 49 PB2511 20250926 ... 17090 17110 PB
50 50 PB2512 20250926 ... 17110 17125 PB
51 51 PB2601 20250926 ... 17125 17135 PB
52 52 PB2602 20250926 ... 17135 17090 PB
53 53 PB2603 20250926 ... 17145 17175 PB
54 54 PB2604 20250926 ... 17150 17215 PB
55 55 PB2605 20250926 ... 17150 17170 PB
56 56 PB2606 20250926 ... 17220 17190 PB
57 57 PB2607 20250926 ... 17175 17175 PB
58 58 PB2608 20250926 ... 17210 17210 PB
59 59 PB2609 20250926 ... 17230 17230 PB
60 60 NI2510 20250926 ... 121620 122390 NI
61 61 NI2511 20250926 ... 121840 122730 NI
62 62 NI2512 20250926 ... 121970 122960 NI
63 63 NI2601 20250926 ... 122210 123080 NI
64 64 NI2602 20250926 ... 122270 123580 NI
65 65 NI2603 20250926 ... 122550 123430 NI
66 66 NI2604 20250926 ... 122830 123660 NI
67 67 NI2605 20250926 ... 123060 123980 NI
68 68 NI2606 20250926 ... 123250 123830 NI
69 69 NI2607 20250926 ... 123370 124190 NI
70 70 NI2608 20250926 ... 123860 125100 NI
71 71 NI2609 20250926 ... 124150 125630 NI
72 72 SN2510 20250926 ... 273130 273150 SN
73 73 SN2511 20250926 ... 273550 273490 SN
74 74 SN2512 20250926 ... 273960 273700 SN
75 75 SN2601 20250926 ... 273970 273840 SN
76 76 SN2602 20250926 ... 274200 273860 SN
77 77 SN2603 20250926 ... 274160 274180 SN
78 78 SN2604 20250926 ... 274280 274410 SN
79 79 SN2605 20250926 ... 274930 274840 SN
80 80 SN2606 20250926 ... 274760 274920 SN
81 81 SN2607 20250926 ... 274780 274910 SN
82 82 SN2608 20250926 ... 275430 275220 SN
83 83 SN2609 20250926 ... 275640 276240 SN
84 84 AO2510 20250926 ... 2871 2875 AO
85 85 AO2511 20250926 ... 2904 2897 AO
86 86 AO2512 20250926 ... 2902 2912 AO
87 87 AO2601 20250926 ... 2916 2927 AO
88 88 AO2602 20250926 ... 2928 2936 AO
89 89 AO2603 20250926 ... 2991 3003 AO
90 90 AO2604 20250926 ... 3001 3007 AO
91 91 AO2605 20250926 ... 3007 3016 AO
92 92 AO2606 20250926 ... 3015 3023 AO
93 93 AO2607 20250926 ... 3021 3032 AO
94 94 AO2608 20250926 ... 3031 3036 AO
95 95 AO2609 20250926 ... 3048 3045 AO
96 96 AD2511 20250926 ... 20315 20360 AD
97 97 AD2512 20250926 ... 20370 20405 AD
98 98 AD2601 20250926 ... 20385 20410 AD
99 99 AD2602 20250926 ... 20410 20440 AD
100 100 AD2603 20250926 ... 20300 20300 AD
101 101 AD2604 20250926 ... 20320 20320 AD
102 102 AD2605 20250926 ... 20320 20320 AD
103 103 AD2606 20250926 ... 20385 20385 AD
104 104 AD2607 20250926 ... 20510 20510 AD
105 105 AD2608 20250926 ... 20515 20515 AD
106 106 AD2609 20250926 ... 20335 20335 AD
107 107 AU2510 20250926 ... 851.5 853.14 AU
108 108 AU2511 20250926 ... 853.38 854.06 AU
109 109 AU2512 20250926 ... 855 855.96 AU
110 110 AU2602 20250926 ... 857.82 858.8 AU
111 111 AU2604 20250926 ... 859.92 860.04 AU
112 112 AU2606 20250926 ... 862.34 863.34 AU
113 113 AU2608 20250926 ... 865.8 865.28 AU
114 114 AU2610 20250926 ... 868.42 869.38 AU
115 115 AG2510 20250926 ... 10483 10358 AG
116 116 AG2511 20250926 ... 10509 10374 AG
117 117 AG2512 20250926 ... 10526 10396 AG
118 118 AG2601 20250926 ... 10528 10407 AG
119 119 AG2602 20250926 ... 10542 10420 AG
120 120 AG2603 20250926 ... 10527 10441 AG
121 121 AG2604 20250926 ... 10545 10454 AG
122 122 AG2605 20250926 ... 10553 10463 AG
123 123 AG2606 20250926 ... 10553 10478 AG
124 124 AG2607 20250926 ... 10548 10491 AG
125 125 AG2608 20250926 ... 10572 10504 AG
126 126 AG2609 20250926 ... 10613 10512 AG
127 127 RB2510 20250926 ... 3050 3072 RB
128 128 RB2511 20250926 ... 3083 3087 RB
129 129 RB2512 20250926 ... 3121 3144 RB
130 130 RB2601 20250926 ... 3139 3164 RB
131 131 RB2602 20250926 ... 3139 3165 RB
132 132 RB2603 20250926 ... 3157 3183 RB
133 133 RB2604 20250926 ... 3177 3204 RB
134 134 RB2605 20250926 ... 3197 3223 RB
135 135 RB2606 20250926 ... 3210 3238 RB
136 136 RB2607 20250926 ... 3217 3247 RB
137 137 RB2608 20250926 ... 3220 3248 RB
138 138 RB2609 20250926 ... 3232 3255 RB
139 139 WR2510 20250926 ... 3219 3233 WR
140 140 WR2511 20250926 ... 3329 3330 WR
141 141 WR2512 20250926 ... 3324 3324 WR
142 142 WR2601 20250926 ... 3342 3339 WR
143 143 WR2602 20250926 ... 3400 3353 WR
144 144 WR2603 20250926 ... 3351 3399 WR
145 145 WR2604 20250926 ... 3370 3389 WR
146 146 WR2605 20250926 ... 3386 3413 WR
147 147 WR2606 20250926 ... 3383 3372 WR
148 148 WR2607 20250926 ... 3390 3390 WR
149 149 WR2608 20250926 ... 3385 3371 WR
150 150 WR2609 20250926 ... 3458 3418 WR
151 151 HC2510 20250926 ... 3404 3415 HC
152 152 HC2511 20250926 ... 3385 3391 HC
153 153 HC2512 20250926 ... 3358 3378 HC
154 154 HC2601 20250926 ... 3330 3354 HC
155 155 HC2602 20250926 ... 3330 3353 HC
156 156 HC2603 20250926 ... 3333 3357 HC
157 157 HC2604 20250926 ... 3337 3358 HC
158 158 HC2605 20250926 ... 3337 3364 HC
159 159 HC2606 20250926 ... 3346 3360 HC
160 160 HC2607 20250926 ... 3355 3376 HC
161 161 HC2608 20250926 ... 3359 3371 HC
162 162 HC2609 20250926 ... 3364 3383 HC
163 163 SS2510 20250926 ... 12735 12800 SS
164 164 SS2511 20250926 ... 12850 12915 SS
165 165 SS2512 20250926 ... 12890 12960 SS
166 166 SS2601 20250926 ... 12950 13020 SS
167 167 SS2602 20250926 ... 12985 13070 SS
168 168 SS2603 20250926 ... 13100 13175 SS
169 169 SS2604 20250926 ... 13160 13215 SS
170 170 SS2605 20250926 ... 13240 13295 SS
171 171 SS2606 20250926 ... 13305 13340 SS
172 172 SS2607 20250926 ... 13350 13410 SS
173 173 SS2608 20250926 ... 13400 13465 SS
174 174 SS2609 20250926 ... 13465 13535 SS
175 175 SC2510 20250926 ... 487.5 489.3 SC
176 176 SC2511 20250926 ... 489.1 488.9 SC
177 177 SC2512 20250926 ... 490.8 489.8 SC
178 178 SC2601 20250926 ... 490.7 489.8 SC
179 179 SC2602 20250926 ... 489.9 488.9 SC
180 180 SC2603 20250926 ... 490 488.3 SC
181 181 SC2604 20250926 ... 490.3 488 SC
182 182 SC2605 20250926 ... 491.2 486.8 SC
183 183 SC2606 20250926 ... 488.9 486.3 SC
184 184 SC2607 20250926 ... 484.9 487.3 SC
185 185 SC2608 20250926 ... 486.6 485.8 SC
186 186 SC2609 20250926 ... 483.8 482.7 SC
187 187 SC2612 20250926 ... 479.5 473.5 SC
188 188 SC2703 20250926 ... 473.1 478.3 SC
189 189 SC2706 20250926 ... 477 476 SC
190 190 SC2709 20250926 ... 477 477 SC
191 191 SC2712 20250926 ... 475.9 477.8 SC
192 192 SC2803 20250926 ... 475 476 SC
193 193 SC2806 20250926 ... 473.8 473.2 SC
194 194 SC2809 20250926 ... 472.1 472.1 SC
195 195 LU2510 20250926 ... 3450 3366 LU
196 196 LU2511 20250926 ... 3470 3435 LU
197 197 LU2512 20250926 ... 3471 3430 LU
198 198 LU2601 20250926 ... 3459 3418 LU
199 199 LU2602 20250926 ... 3440 3400 LU
200 200 LU2603 20250926 ... 3425 3398 LU
201 201 LU2604 20250926 ... 3407 3395 LU
202 202 LU2605 20250926 ... 3437 3390 LU
203 203 LU2606 20250926 ... 3427 3393 LU
204 204 LU2607 20250926 ... 3418 3377 LU
205 205 LU2608 20250926 ... 3392 3366 LU
206 206 LU2609 20250926 ... 3379 3346 LU
207 207 FU2510 20250926 ... 2991 2933 FU
208 208 FU2511 20250926 ... 3002 2948 FU
209 209 FU2512 20250926 ... 2942 2905 FU
210 210 FU2601 20250926 ... 2914 2883 FU
211 211 FU2602 20250926 ... 2893 2865 FU
212 212 FU2603 20250926 ... 2880 2853 FU
213 213 FU2604 20250926 ... 2857 2840 FU
214 214 FU2605 20250926 ... 2843 2827 FU
215 215 FU2606 20250926 ... 2833 2811 FU
216 216 FU2607 20250926 ... 2797 2784 FU
217 217 FU2608 20250926 ... 2769 2758 FU
218 218 FU2609 20250926 ... 2748 2737 FU
219 219 BU2510 20250926 ... 3472 3444 BU
220 220 BU2511 20250926 ... 3451 3426 BU
221 221 BU2512 20250926 ... 3408 3373 BU
222 222 BU2601 20250926 ... 3387 3341 BU
223 223 BU2602 20250926 ... 3389 3348 BU
224 224 BU2603 20250926 ... 3407 3361 BU
225 225 BU2604 20250926 ... 3373 3337 BU
226 226 BU2605 20250926 ... 3416 3365 BU
227 227 BU2606 20250926 ... 3404 3362 BU
228 228 BU2607 20250926 ... 3407 3365 BU
229 229 BU2608 20250926 ... 3384 3344 BU
230 230 BU2609 20250926 ... 3386 3352 BU
231 231 BU2612 20250926 ... 3340 3319 BU
232 232 BU2703 20250926 ... 3329 3329 BU
233 233 BU2706 20250926 ... 3347 3327 BU
234 234 BU2709 20250926 ... 3354 3333 BU
235 235 BR2510 20250926 ... 11385 11560 BR
236 236 BR2511 20250926 ... 11360 11555 BR
237 237 BR2512 20250926 ... 11365 11555 BR
238 238 BR2601 20250926 ... 11340 11545 BR
239 239 BR2602 20250926 ... 11330 11555 BR
240 240 BR2603 20250926 ... 11355 11595 BR
241 241 BR2604 20250926 ... 11385 11640 BR
242 242 BR2605 20250926 ... 11430 11615 BR
243 243 BR2606 20250926 ... 11440 11620 BR
244 244 BR2607 20250926 ... 11635 11745 BR
245 245 BR2608 20250926 ... 11610 11745 BR
246 246 BR2609 20250926 ... 11675 11750 BR
247 247 RU2510 20250926 ... 14530 14680 RU
248 248 RU2511 20250926 ... 14555 14705 RU
249 249 RU2601 20250926 ... 15425 15630 RU
250 250 RU2603 20250926 ... 15425 15625 RU
251 251 RU2604 20250926 ... 15425 15625 RU
252 252 RU2605 20250926 ... 15395 15575 RU
253 253 RU2606 20250926 ... 15400 15635 RU
254 254 RU2607 20250926 ... 15395 15580 RU
255 255 RU2608 20250926 ... 15405 15625 RU
256 256 RU2609 20250926 ... 15370 15550 RU
257 257 NR2510 20250926 ... 12320 12440 NR
258 258 NR2511 20250926 ... 12350 12485 NR
259 259 NR2512 20250926 ... 12375 12500 NR
260 260 NR2601 20250926 ... 12395 12525 NR
261 261 NR2602 20250926 ... 12380 12520 NR
262 262 NR2603 20250926 ... 12455 12530 NR
263 263 NR2604 20250926 ... 12390 12565 NR
264 264 NR2605 20250926 ... 12460 12575 NR
265 265 NR2606 20250926 ... 12465 12600 NR
266 266 NR2607 20250926 ... 12650 12650 NR
267 267 NR2608 20250926 ... 12685 12685 NR
268 268 NR2609 20250926 ... 12510 12510 NR
269 269 SP2510 20250926 ... 5000 5018 SP
270 270 SP2511 20250926 ... 5034 5050 SP
271 271 SP2512 20250926 ... 5050 5068 SP
272 272 SP2601 20250926 ... 5290 5304 SP
273 273 SP2602 20250926 ... 5282 5292 SP
274 274 SP2603 20250926 ... 5302 5310 SP
275 275 SP2604 20250926 ... 5312 5318 SP
276 276 SP2605 20250926 ... 5308 5318 SP
277 277 SP2606 20250926 ... 5296 5324 SP
278 278 SP2607 20250926 ... 5300 5320 SP
279 279 SP2608 20250926 ... 5316 5326 SP
280 280 SP2609 20250926 ... 5318 5328 SP
281 281 OP2601 20250926 ... 4232 4238 OP
282 282 OP2602 20250926 ... 4228 4228 OP
283 283 OP2603 20250926 ... 4260 4266 OP
284 284 OP2604 20250926 ... 4274 4262 OP
285 285 OP2605 20250926 ... 4266 4266 OP
286 286 OP2606 20250926 ... 4236 4236 OP
287 287 OP2607 20250926 ... 4238 4238 OP
288 288 OP2608 20250926 ... 4240 4240 OP
289 289 OP2609 20250926 ... 4334 4336 OP
290 290 EC2510 20250926 ... 1150.8 1160.6 EC
291 291 EC2512 20250926 ... 1780.6 1746.6 EC
292 292 EC2602 20250926 ... 1691.9 1647.8 EC
293 293 EC2604 20250926 ... 1279.1 1276.4 EC
294 294 EC2606 20250926 ... 1482.6 1467.5 EC
295 295 EC2608 20250926 ... 1631 1619.8 EC
296 297 SC_TAS2511 20250926 ... SC_TAS
297 298 SC_TAS2512 20250926 ... SC_TAS
298 299 SC_TAS2601 20250926 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:26:21,194 - future_1d - INFO - ak.get_shfe_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 PS2510 20250926 51070.0 ... 51505.0 51595.0 PS
1 PS2511 20250926 51100.0 ... 51420.0 51360.0 PS
2 PS2512 20250926 53360.0 ... 53780.0 53675.0 PS
3 PS2601 20250926 53010.0 ... 53310.0 53200.0 PS
4 PS2602 20250926 52790.0 ... 53110.0 53205.0 PS
5 PS2603 20250926 52780.0 ... 53220.0 53035.0 PS
6 PS2604 20250926 52690.0 ... 53190.0 53005.0 PS
7 PS2605 20250926 52655.0 ... 53080.0 52930.0 PS
8 PS2606 20250926 54680.0 ... 54975.0 54935.0 PS
9 PS2607 20250926 54820.0 ... 54945.0 54870.0 PS
10 PS2608 20250926 54390.0 ... 54565.0 54605.0 PS
11 PS2609 20250926 54000.0 ... 54550.0 54620.0 PS
13 SI2510 20250926 8965.0 ... 8975.0 9020.0 SI
14 SI2511 20250926 9005.0 ... 9000.0 9030.0 SI
15 SI2512 20250926 9280.0 ... 9395.0 9425.0 SI
16 SI2601 20250926 9365.0 ... 9360.0 9390.0 SI
17 SI2602 20250926 9375.0 ... 9360.0 9390.0 SI
18 SI2603 20250926 9380.0 ... 9395.0 9420.0 SI
19 SI2604 20250926 9355.0 ... 9205.0 9405.0 SI
20 SI2605 20250926 9405.0 ... 9390.0 9420.0 SI
21 SI2606 20250926 9405.0 ... 9400.0 9445.0 SI
22 SI2607 20250926 9340.0 ... 9390.0 9465.0 SI
23 SI2608 20250926 0.0 ... 9415.0 9425.0 SI
24 SI2609 20250926 9335.0 ... 9410.0 9425.0 SI
27 LC2510 20250926 74200.0 ... 72920.0 73100.0 LC
28 LC2511 20250926 73800.0 ... 73240.0 73580.0 LC
29 LC2512 20250926 73840.0 ... 73340.0 73660.0 LC
30 LC2601 20250926 73800.0 ... 73180.0 73620.0 LC
31 LC2602 20250926 73360.0 ... 72840.0 73360.0 LC
32 LC2603 20250926 73340.0 ... 72940.0 73480.0 LC
33 LC2604 20250926 73760.0 ... 73320.0 73760.0 LC
34 LC2605 20250926 73680.0 ... 73340.0 73740.0 LC
35 LC2606 20250926 73740.0 ... 73160.0 73460.0 LC
36 LC2607 20250926 73400.0 ... 73060.0 73360.0 LC
37 LC2608 20250926 73600.0 ... 73020.0 73480.0 LC
38 LC2609 20250926 73780.0 ... 72980.0 73540.0 LC
[36 rows x 12 columns]
2025-09-29 18:26:21,386 - future_1d - INFO - ak.get_gfex_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 IC2510 20250926 7275.200 ... 7219.600 7311.000 IC
1 IC2511 20250926 7192.000 ... 7151.800 7240.200 IC
2 IC2512 20250926 7147.000 ... 7097.600 7185.400 IC
3 IC2603 20250926 6951.200 ... 6922.000 7007.000 IC
4 IF2510 20250926 4575.800 ... 4555.800 4596.600 IF
5 IF2511 20250926 4558.600 ... 4541.800 4581.600 IF
6 IF2512 20250926 4550.000 ... 4535.200 4572.400 IF
7 IF2603 20250926 4520.200 ... 4509.800 4539.600 IF
8 IH2510 20250926 2943.000 ... 2950.200 2958.000 IH
9 IH2511 20250926 2944.000 ... 2948.000 2956.400 IH
10 IH2512 20250926 2946.000 ... 2949.800 2958.400 IH
11 IH2603 20250926 2942.000 ... 2947.400 2955.800 IH
12 IM2510 20250926 7419.600 ... 7360.800 7456.400 IM
13 IM2511 20250926 7335.400 ... 7272.800 7369.200 IM
14 IM2512 20250926 7260.000 ... 7193.400 7290.800 IM
15 IM2603 20250926 7040.000 ... 6974.400 7076.400 IM
16 T2512 20250926 107.655 ... 107.670 107.540 T
17 T2603 20250926 107.270 ... 107.325 107.175 T
18 T2606 20250926 107.150 ... 107.235 107.115 T
19 TF2512 20250926 105.535 ... 105.530 105.475 TF
20 TF2603 20250926 105.390 ... 105.410 105.335 TF
21 TF2606 20250926 105.390 ... 105.400 105.335 TF
22 TL2512 20250926 114.230 ... 114.260 113.960 TL
23 TL2603 20250926 113.910 ... 113.920 113.620 TL
24 TL2606 20250926 113.960 ... 113.910 113.540 TL
25 TS2512 20250926 102.314 ... 102.344 102.300 TS
26 TS2603 20250926 102.258 ... 102.258 102.220 TS
27 TS2606 20250926 102.258 ... 102.262 102.226 TS
[28 rows x 12 columns]
2025-09-29 18:26:21,989 - future_1d - INFO - ak.get_cffex_daily('2025-09-26') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250926 8650.0 8705.0 ... 32830.24 8628.0 8585.0 AP
1 AP511 20250926 8482.0 8551.0 ... 64283.35 8440.0 8440.0 AP
2 AP512 20250926 8408.0 8453.0 ... 4236.59 8373.0 8367.0 AP
3 AP601 20250926 8445.0 8486.0 ... 920217.60 8384.0 8385.0 AP
4 AP603 20250926 8284.0 8335.0 ... 1245.90 8251.0 8244.0 AP
5 AP604 20250926 8293.0 8304.0 ... 322.09 8259.0 8231.0 AP
6 AP605 20250926 8322.0 8342.0 ... 10576.05 8269.0 8264.0 AP
7 CF511 20250926 13550.0 13560.0 ... 244914.87 13500.0 13560.0 CF
8 CF601 20250926 13520.0 13530.0 ... 1320704.33 13460.0 13515.0 CF
9 CF603 20250926 13495.0 13500.0 ... 2295.40 13425.0 13485.0 CF
10 CF605 20250926 13520.0 13530.0 ... 136252.22 13460.0 13510.0 CF
11 CF607 20250926 13530.0 13530.0 ... 1684.50 13475.0 13535.0 CF
12 CF609 20250926 13660.0 13675.0 ... 886.12 13635.0 13695.0 CF
13 CJ512 20250926 10950.0 11240.0 ... 6835.98 11115.0 10905.0 CJ
14 CJ601 20250926 10965.0 11295.0 ... 1387747.55 11175.0 10960.0 CJ
15 CJ603 20250926 10940.0 11265.0 ... 13373.90 11155.0 10925.0 CJ
16 CJ605 20250926 10980.0 11345.0 ... 209953.85 11205.0 10990.0 CJ
17 CJ607 20250926 11085.0 11430.0 ... 3567.35 11325.0 11075.0 CJ
18 CJ609 20250926 11205.0 11500.0 ... 1895.03 11415.0 11210.0 CJ
19 CY510 20250926 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250926 19800.0 19800.0 ... 117911.29 19745.0 19780.0 CY
21 CY512 20250926 0.0 0.0 ... 0.00 19515.0 19515.0 CY
22 CY601 20250926 19710.0 19710.0 ... 4813.33 19645.0 19690.0 CY
23 CY602 20250926 0.0 0.0 ... 0.00 19600.0 19745.0 CY
24 CY603 20250926 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250926 0.0 0.0 ... 0.00 19545.0 19730.0 CY
26 CY605 20250926 0.0 0.0 ... 0.00 19695.0 19735.0 CY
27 CY606 20250926 0.0 0.0 ... 0.00 19555.0 19735.0 CY
28 CY607 20250926 0.0 0.0 ... 0.00 19965.0 20005.0 CY
29 CY608 20250926 19735.0 19735.0 ... 9.87 19735.0 19930.0 CY
30 CY609 20250926 0.0 0.0 ... 0.00 19965.0 20035.0 CY
31 FG510 20250926 1148.0 1149.0 ... 6227.20 1135.0 1135.0 FG
32 FG511 20250926 1152.0 1154.0 ... 248392.91 1140.0 1145.0 FG
33 FG512 20250926 1267.0 1272.0 ... 82814.46 1259.0 1265.0 FG
34 FG601 20250926 1269.0 1269.0 ... 5956727.16 1257.0 1260.0 FG
35 FG602 20250926 1319.0 1320.0 ... 66962.99 1310.0 1308.0 FG
36 FG603 20250926 1318.0 1321.0 ... 4278.31 1314.0 1314.0 FG
37 FG604 20250926 1380.0 1388.0 ... 3062.79 1381.0 1380.0 FG
38 FG605 20250926 1381.0 1386.0 ... 198434.70 1376.0 1373.0 FG
39 FG606 20250926 1410.0 1413.0 ... 2506.00 1403.0 1402.0 FG
40 FG607 20250926 1403.0 1409.0 ... 2477.59 1398.0 1398.0 FG
41 FG608 20250926 1443.0 1445.0 ... 1872.73 1438.0 1435.0 FG
42 FG609 20250926 1450.0 1455.0 ... 7399.11 1440.0 1440.0 FG
43 JR511 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250926 2263.0 2272.0 ... 8466.11 2258.0 2263.0 MA
52 MA511 20250926 2303.0 2315.0 ... 170232.83 2297.0 2298.0 MA
53 MA512 20250926 2334.0 2350.0 ... 115920.38 2330.0 2333.0 MA
54 MA601 20250926 2355.0 2372.0 ... 1308287.12 2352.0 2357.0 MA
55 MA602 20250926 2383.0 2399.0 ... 55043.79 2373.0 2380.0 MA
56 MA603 20250926 2395.0 2412.0 ... 6294.81 2394.0 2397.0 MA
57 MA604 20250926 0.0 0.0 ... 0.00 2394.0 2394.0 MA
58 MA605 20250926 2384.0 2403.0 ... 60556.23 2385.0 2383.0 MA
59 MA606 20250926 0.0 0.0 ... 0.00 2392.0 2392.0 MA
60 MA607 20250926 2358.0 2380.0 ... 42.62 2368.0 2369.0 MA
61 MA608 20250926 2364.0 2382.0 ... 4.75 2373.0 2370.0 MA
62 MA609 20250926 2343.0 2363.0 ... 803.91 2344.0 2345.0 MA
63 OI511 20250926 10334.0 10369.0 ... 576141.43 10320.0 10195.0 OI
64 OI601 20250926 10143.0 10196.0 ... 3072674.19 10146.0 10033.0 OI
65 OI603 20250926 9912.0 9952.0 ... 16712.23 9912.0 9792.0 OI
66 OI605 20250926 9654.0 9681.0 ... 194734.19 9632.0 9551.0 OI
67 OI607 20250926 9620.0 9620.0 ... 1005.92 9580.0 9549.0 OI
68 OI609 20250926 9569.0 9569.0 ... 1087.28 9538.0 9524.0 OI
69 PF510 20250926 6374.0 6374.0 ... 2019.09 6350.0 6358.0 PF
70 PF511 20250926 6364.0 6366.0 ... 644390.00 6344.0 6328.0 PF
71 PF512 20250926 6326.0 6328.0 ... 391647.53 6310.0 6288.0 PF
72 PF601 20250926 6374.0 6374.0 ... 27749.27 6356.0 6346.0 PF
73 PF602 20250926 6370.0 6378.0 ... 107234.64 6354.0 6334.0 PF
74 PF603 20250926 6368.0 6382.0 ... 133.77 6370.0 6350.0 PF
75 PF604 20250926 6418.0 6426.0 ... 22.45 6414.0 6408.0 PF
76 PF605 20250926 6440.0 6450.0 ... 22.54 6440.0 6434.0 PF
77 PF606 20250926 6416.0 6448.0 ... 16.09 6436.0 6414.0 PF
78 PF607 20250926 6440.0 6462.0 ... 9.68 6454.0 6484.0 PF
79 PF608 20250926 0.0 0.0 ... 0.00 6472.0 6496.0 PF
80 PF609 20250926 6504.0 6504.0 ... 3.25 6504.0 6508.0 PF
81 PK510 20250926 7788.0 7808.0 ... 9985.63 7784.0 7770.0 PK
82 PK511 20250926 7784.0 7810.0 ... 258564.65 7784.0 7766.0 PK
83 PK512 20250926 7758.0 7788.0 ... 81961.25 7770.0 7762.0 PK
84 PK601 20250926 7776.0 7786.0 ... 51830.08 7768.0 7776.0 PK
85 PK603 20250926 7798.0 7810.0 ... 62.43 7804.0 7812.0 PK
86 PK604 20250926 7816.0 7836.0 ... 66.47 7820.0 7836.0 PK
87 PK605 20250926 7834.0 7836.0 ... 3842.69 7826.0 7834.0 PK
88 PL601 20250926 6366.0 6401.0 ... 32275.72 6376.0 6372.0 PL
89 PL602 20250926 6385.0 6416.0 ... 563.10 6399.0 6402.0 PL
90 PL603 20250926 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250926 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250926 0.0 0.0 ... 0.00 6350.0 6350.0 PL
93 PL606 20250926 0.0 0.0 ... 0.00 6428.0 6419.0 PL
94 PL607 20250926 6326.0 6472.0 ... 25.60 6399.0 6410.0 PL
95 PL608 20250926 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250926 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250926 5858.0 5858.0 ... 70.17 5848.0 5856.0 PR
104 PR511 20250926 5844.0 5844.0 ... 495894.24 5818.0 5816.0 PR
105 PR512 20250926 5834.0 5844.0 ... 487434.61 5818.0 5814.0 PR
106 PR601 20250926 5828.0 5836.0 ... 163974.75 5808.0 5812.0 PR
107 PR602 20250926 5850.0 5856.0 ... 1612.96 5844.0 5848.0 PR
108 PR603 20250926 5850.0 5850.0 ... 96.21 5832.0 5840.0 PR
109 PR604 20250926 5850.0 5860.0 ... 26.34 5854.0 5868.0 PR
110 PR605 20250926 5858.0 5870.0 ... 17.59 5864.0 5882.0 PR
111 PR606 20250926 0.0 0.0 ... 0.00 5902.0 5918.0 PR
112 PR607 20250926 0.0 0.0 ... 0.00 5902.0 5902.0 PR
113 PR608 20250926 0.0 0.0 ... 0.00 5914.0 5940.0 PR
114 PR609 20250926 0.0 0.0 ... 0.00 5918.0 5924.0 PR
115 PX510 20250926 6672.0 6686.0 ... 2010.23 6668.0 6470.0 PX
116 PX511 20250926 6672.0 6704.0 ... 765735.73 6664.0 6640.0 PX
117 PX512 20250926 6658.0 6684.0 ... 234986.91 6648.0 6638.0 PX
118 PX601 20250926 6662.0 6676.0 ... 146711.28 6646.0 6636.0 PX
119 PX602 20250926 6678.0 6688.0 ... 9167.51 6660.0 6654.0 PX
120 PX603 20250926 6654.0 6654.0 ... 125.97 6630.0 6630.0 PX
121 PX604 20250926 6658.0 6658.0 ... 3.33 6658.0 6690.0 PX
122 PX605 20250926 6680.0 6714.0 ... 1079.85 6686.0 6672.0 PX
123 PX606 20250926 6684.0 6684.0 ... 6.68 6682.0 6692.0 PX
124 PX607 20250926 6670.0 6670.0 ... 6.67 6670.0 6700.0 PX
125 PX608 20250926 6686.0 6686.0 ... 3.34 6686.0 6674.0 PX
126 PX609 20250926 6686.0 6690.0 ... 10.03 6690.0 6678.0 PX
127 RI511 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250926 2479.0 2490.0 ... 6809.30 2474.0 2479.0 RM
134 RM601 20250926 2440.0 2452.0 ... 735276.09 2429.0 2424.0 RM
135 RM603 20250926 2356.0 2363.0 ... 8334.76 2346.0 2343.0 RM
136 RM605 20250926 2343.0 2345.0 ... 125577.81 2334.0 2328.0 RM
137 RM607 20250926 2331.0 2333.0 ... 4549.33 2322.0 2319.0 RM
138 RM608 20250926 2428.0 2429.0 ... 266.48 2423.0 2420.0 RM
139 RM609 20250926 2422.0 2424.0 ... 1778.82 2414.0 2412.0 RM
140 RS511 20250926 5296.0 5458.0 ... 359.68 5368.0 5311.0 RS
141 RS607 20250926 5579.0 5668.0 ... 150.41 5571.0 5562.0 RS
142 RS608 20250926 5531.0 5584.0 ... 211.20 5558.0 5552.0 RS
143 RS609 20250926 5575.0 5583.0 ... 189.00 5559.0 5556.0 RS
144 SA510 20250926 1228.0 1228.0 ... 4908.89 1212.0 1222.0 SA
145 SA511 20250926 1237.0 1237.0 ... 253828.17 1224.0 1232.0 SA
146 SA512 20250926 1300.0 1303.0 ... 200074.68 1287.0 1298.0 SA
147 SA601 20250926 1313.0 1316.0 ... 2932973.47 1301.0 1311.0 SA
148 SA602 20250926 1340.0 1345.0 ... 45541.78 1331.0 1340.0 SA
149 SA603 20250926 1347.0 1348.0 ... 2667.65 1339.0 1347.0 SA
150 SA604 20250926 1392.0 1392.0 ... 1003.41 1386.0 1393.0 SA
151 SA605 20250926 1403.0 1405.0 ... 117671.80 1392.0 1400.0 SA
152 SA606 20250926 1411.0 1415.0 ... 1107.30 1405.0 1413.0 SA
153 SA607 20250926 1418.0 1418.0 ... 1165.75 1408.0 1418.0 SA
154 SA608 20250926 1450.0 1450.0 ... 789.08 1440.0 1449.0 SA
155 SA609 20250926 1459.0 1459.0 ... 5716.70 1446.0 1455.0 SA
156 SF510 20250926 5566.0 5566.0 ... 1715.21 5480.0 5544.0 SF
157 SF511 20250926 5750.0 5750.0 ... 754550.26 5680.0 5724.0 SF
158 SF512 20250926 5720.0 5720.0 ... 199971.93 5658.0 5698.0 SF
159 SF601 20250926 5702.0 5702.0 ... 260170.71 5644.0 5692.0 SF
160 SF602 20250926 5670.0 5670.0 ... 34637.33 5602.0 5648.0 SF
161 SF603 20250926 5788.0 5804.0 ... 389.24 5768.0 5836.0 SF
162 SF604 20250926 5754.0 5754.0 ... 2.88 5754.0 5814.0 SF
163 SF605 20250926 5784.0 5806.0 ... 3292.91 5768.0 5790.0 SF
164 SF606 20250926 5750.0 5760.0 ... 17.22 5738.0 5782.0 SF
165 SF607 20250926 5880.0 5880.0 ... 23.49 5872.0 5910.0 SF
166 SF608 20250926 5884.0 5884.0 ... 2.94 5884.0 5914.0 SF
167 SF609 20250926 5842.0 5858.0 ... 26.30 5844.0 5882.0 SF
168 SH510 20250926 2459.0 2466.0 ... 6024.55 2455.0 2467.0 SH
169 SH511 20250926 2484.0 2500.0 ... 566706.45 2482.0 2488.0 SH
170 SH512 20250926 2536.0 2544.0 ... 350259.68 2530.0 2540.0 SH
171 SH601 20250926 2537.0 2542.0 ... 2097625.08 2530.0 2542.0 SH
172 SH602 20250926 2563.0 2568.0 ... 38984.50 2559.0 2565.0 SH
173 SH603 20250926 2582.0 2584.0 ... 1096.92 2575.0 2582.0 SH
174 SH604 20250926 2619.0 2625.0 ... 109.91 2617.0 2623.0 SH
175 SH605 20250926 2628.0 2634.0 ... 11880.48 2623.0 2633.0 SH
176 SH606 20250926 2639.0 2642.0 ... 71.22 2638.0 2648.0 SH
177 SH607 20250926 2632.0 2632.0 ... 23.66 2629.0 2639.0 SH
178 SH608 20250926 2647.0 2651.0 ... 158.72 2645.0 2648.0 SH
179 SH609 20250926 2662.0 2668.0 ... 95.74 2659.0 2668.0 SH
180 SM510 20250926 5776.0 5776.0 ... 4774.04 5752.0 5732.0 SM
181 SM511 20250926 5876.0 5896.0 ... 455165.98 5846.0 5892.0 SM
182 SM512 20250926 5888.0 5900.0 ... 95268.14 5852.0 5910.0 SM
183 SM601 20250926 5900.0 5912.0 ... 717236.94 5866.0 5904.0 SM
184 SM602 20250926 5906.0 5918.0 ... 327457.78 5872.0 5902.0 SM
185 SM603 20250926 5932.0 5932.0 ... 1396.06 5904.0 5932.0 SM
186 SM604 20250926 5912.0 5912.0 ... 53.19 5910.0 5934.0 SM
187 SM605 20250926 5946.0 5946.0 ... 19752.29 5900.0 5944.0 SM
188 SM606 20250926 5894.0 5906.0 ... 26.53 5896.0 5928.0 SM
189 SM607 20250926 5920.0 5930.0 ... 38.46 5918.0 5938.0 SM
190 SM608 20250926 5918.0 5936.0 ... 35.61 5936.0 5988.0 SM
191 SM609 20250926 5972.0 5976.0 ... 795.93 5940.0 5984.0 SM
192 SR511 20250926 5519.0 5537.0 ... 144411.22 5520.0 5533.0 SR
193 SR601 20250926 5486.0 5510.0 ... 841801.30 5491.0 5497.0 SR
194 SR603 20250926 5469.0 5487.0 ... 2791.06 5473.0 5481.0 SR
195 SR605 20250926 5458.0 5470.0 ... 76268.52 5452.0 5463.0 SR
196 SR607 20250926 5462.0 5466.0 ... 5816.53 5451.0 5468.0 SR
197 SR609 20250926 5469.0 5470.0 ... 14061.67 5457.0 5478.0 SR
198 TA510 20250926 4644.0 4644.0 ... 25825.57 4626.0 4630.0 TA
199 TA511 20250926 4654.0 4656.0 ... 285773.62 4640.0 4638.0 TA
200 TA512 20250926 4660.0 4670.0 ... 115051.07 4650.0 4652.0 TA
201 TA601 20250926 4676.0 4682.0 ... 1475535.99 4664.0 4658.0 TA
202 TA602 20250926 4684.0 4692.0 ... 22745.35 4674.0 4672.0 TA
203 TA603 20250926 4688.0 4696.0 ... 12860.24 4690.0 4630.0 TA
204 TA604 20250926 4698.0 4712.0 ... 2050.62 4698.0 4686.0 TA
205 TA605 20250926 4710.0 4728.0 ... 79999.52 4706.0 4696.0 TA
206 TA606 20250926 4714.0 4714.0 ... 35.29 4706.0 4700.0 TA
207 TA607 20250926 0.0 0.0 ... 0.00 4718.0 4718.0 TA
208 TA608 20250926 0.0 0.0 ... 0.00 4736.0 4744.0 TA
209 TA609 20250926 4762.0 4764.0 ... 173.07 4742.0 4746.0 TA
210 UR510 20250926 1560.0 1560.0 ... 2791.87 1549.0 1567.0 UR
211 UR511 20250926 1650.0 1659.0 ... 61070.09 1649.0 1651.0 UR
212 UR512 20250926 1658.0 1671.0 ... 17063.25 1661.0 1664.0 UR
213 UR601 20250926 1676.0 1683.0 ... 383259.56 1673.0 1675.0 UR
214 UR602 20250926 1684.0 1689.0 ... 551.16 1680.0 1682.0 UR
215 UR603 20250926 1724.0 1732.0 ... 779.52 1725.0 1726.0 UR
216 UR604 20250926 1725.0 1727.0 ... 58.63 1725.0 1726.0 UR
217 UR605 20250926 1721.0 1733.0 ... 17090.61 1725.0 1727.0 UR
218 UR606 20250926 1726.0 1730.0 ... 96.57 1724.0 1728.0 UR
219 UR607 20250926 1750.0 1760.0 ... 49.21 1758.0 1757.0 UR
220 UR608 20250926 1743.0 1746.0 ... 10.47 1745.0 1750.0 UR
221 UR609 20250926 1742.0 1750.0 ... 324.25 1743.0 1747.0 UR
222 WH511 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:26:22,305 - future_1d - INFO - ak.get_czce_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 SC2510 20250926 488 ... 487.5 489.3 SC
1 SC2511 20250926 489.1 ... 489.1 488.9 SC
2 SC2512 20250926 490.8 ... 490.8 489.8 SC
3 SC2601 20250926 491 ... 490.7 489.8 SC
4 SC2602 20250926 489.2 ... 489.9 488.9 SC
5 SC2603 20250926 488.2 ... 490 488.3 SC
6 SC2604 20250926 486.3 ... 490.3 488 SC
7 SC2605 20250926 486.4 ... 491.2 486.8 SC
8 SC2606 20250926 487 ... 488.9 486.3 SC
9 SC2607 20250926 484.9 ... 484.9 487.3 SC
10 SC2608 20250926 484.2 ... 486.6 485.8 SC
11 SC2609 20250926 481.6 ... 483.8 482.7 SC
12 SC2612 20250926 479.7 ... 479.5 473.5 SC
13 SC2703 20250926 473.1 ... 473.1 478.3 SC
14 SC2706 20250926 ... 477 476 SC
15 SC2709 20250926 ... 477 477 SC
16 SC2712 20250926 473.8 ... 475.9 477.8 SC
17 SC2803 20250926 475 ... 475 476 SC
18 SC2806 20250926 472 ... 473.8 473.2 SC
19 SC2809 20250926 472.1 ... 472.1 472.1 SC
21 LU2510 20250926 3450 ... 3450 3366 LU
22 LU2511 20250926 3445 ... 3470 3435 LU
23 LU2512 20250926 3443 ... 3471 3430 LU
24 LU2601 20250926 3430 ... 3459 3418 LU
25 LU2602 20250926 3409 ... 3440 3400 LU
26 LU2603 20250926 3413 ... 3425 3398 LU
27 LU2604 20250926 ... 3407 3395 LU
28 LU2605 20250926 3443 ... 3437 3390 LU
29 LU2606 20250926 3422 ... 3427 3393 LU
30 LU2607 20250926 3383 ... 3418 3377 LU
31 LU2608 20250926 3367 ... 3392 3366 LU
32 LU2609 20250926 3354 ... 3379 3346 LU
34 NR2510 20250926 12415 ... 12320 12440 NR
35 NR2511 20250926 12425 ... 12350 12485 NR
36 NR2512 20250926 12450 ... 12375 12500 NR
37 NR2601 20250926 12480 ... 12395 12525 NR
38 NR2602 20250926 12435 ... 12380 12520 NR
39 NR2603 20250926 12455 ... 12455 12530 NR
40 NR2604 20250926 12435 ... 12390 12565 NR
41 NR2605 20250926 12465 ... 12460 12575 NR
42 NR2606 20250926 12465 ... 12465 12600 NR
43 NR2607 20250926 ... 12650 12650 NR
44 NR2608 20250926 ... 12685 12685 NR
45 NR2609 20250926 ... 12510 12510 NR
47 BC2510 20250926 73050 ... 73250 72920 BC
48 BC2511 20250926 73540 ... 73420 73030 BC
49 BC2512 20250926 73620 ... 73550 73180 BC
50 BC2601 20250926 ... 73160 73160 BC
51 BC2602 20250926 73820 ... 73820 73100 BC
52 BC2603 20250926 ... 73000 73000 BC
53 BC2604 20250926 ... 73000 73000 BC
54 BC2605 20250926 ... 72900 72900 BC
55 BC2606 20250926 ... 72960 72900 BC
56 BC2607 20250926 ... 72840 72800 BC
57 BC2608 20250926 ... 73000 73000 BC
58 BC2609 20250926 ... 73000 73000 BC
60 EC2510 20250926 1176 ... 1150.8 1160.6 EC
61 EC2512 20250926 1790 ... 1780.6 1746.6 EC
62 EC2602 20250926 1692 ... 1691.9 1647.8 EC
63 EC2604 20250926 1281.1 ... 1279.1 1276.4 EC
64 EC2606 20250926 1475.4 ... 1482.6 1467.5 EC
65 EC2608 20250926 1632 ... 1631 1619.8 EC
68 SC_TAS2511 20250926 ... SC_TAS
69 SC_TAS2512 20250926 ... SC_TAS
70 SC_TAS2601 20250926 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:26:22,377 - future_1d - INFO - ak.get_ine_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 a2511 20250926 3931.0 ... 3940.00 3930.00 A
1 a2601 20250926 3910.0 ... 3918.00 3912.00 A
2 a2603 20250926 3917.0 ... 3922.00 3912.00 A
3 a2605 20250926 3949.0 ... 3951.00 3944.00 A
4 a2607 20250926 3949.0 ... 3945.00 3943.00 A
5 a2609 20250926 3949.0 ... 3948.00 3951.00 A
6 b2510 20250926 3654.0 ... 3630.00 3628.00 B
7 b2511 20250926 3655.0 ... 3627.00 3636.00 B
8 b2512 20250926 3665.0 ... 3647.00 3652.00 B
9 b2601 20250926 3662.0 ... 3647.00 3651.00 B
10 b2602 20250926 3665.0 ... 3649.00 3654.00 B
11 b2603 20250926 3629.0 ... 3615.00 3618.00 B
12 b2604 20250926 3521.0 ... 3520.00 3521.00 B
13 b2605 20250926 3460.0 ... 3449.00 3450.00 B
14 b2606 20250926 3427.0 ... 3422.00 3426.00 B
15 b2607 20250926 3470.0 ... 3428.00 3429.00 B
16 b2608 20250926 3527.0 ... 3520.00 3525.00 B
17 b2609 20250926 3541.0 ... 3535.00 3538.00 B
18 bb2511 20250926 141.9 ... 141.90 142.00 BB
19 bb2601 20250926 147.0 ... 147.00 146.95 BB
20 bb2603 20250926 0.0 ... 147.00 147.00 BB
21 bb2605 20250926 0.0 ... 141.70 141.70 BB
22 bb2607 20250926 0.0 ... 146.45 146.45 BB
23 bb2609 20250926 0.0 ... 146.45 146.45 BB
24 bz2603 20250926 5922.0 ... 5906.00 5930.00 BZ
25 bz2604 20250926 5892.0 ... 5880.00 5914.00 BZ
26 bz2605 20250926 0.0 ... 5936.00 5939.00 BZ
27 bz2606 20250926 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250926 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250926 0.0 ... 5883.00 5884.00 BZ
30 bz2609 20250926 0.0 ... 5884.00 5884.00 BZ
31 c2511 20250926 2159.0 ... 2176.00 2166.00 C
32 c2601 20250926 2134.0 ... 2137.00 2136.00 C
33 c2603 20250926 2143.0 ... 2146.00 2144.00 C
34 c2605 20250926 2197.0 ... 2203.00 2199.00 C
35 c2607 20250926 2208.0 ... 2213.00 2211.00 C
36 c2609 20250926 2224.0 ... 2228.00 2227.00 C
37 cs2511 20250926 2474.0 ... 2485.00 2476.00 CS
38 cs2601 20250926 2461.0 ... 2467.00 2466.00 CS
39 cs2603 20250926 2462.0 ... 2466.00 2466.00 CS
40 cs2605 20250926 2538.0 ... 2547.00 2546.00 CS
41 cs2607 20250926 2550.0 ... 2551.00 2551.00 CS
42 cs2609 20250926 2584.0 ... 2586.00 2590.00 CS
43 eb2510 20250926 6919.0 ... 6899.00 6919.00 EB
44 eb2511 20250926 6945.0 ... 6939.00 6958.00 EB
45 eb2512 20250926 6958.0 ... 6954.00 6974.00 EB
46 eb2601 20250926 7004.0 ... 6980.00 7000.00 EB
47 eb2602 20250926 7010.0 ... 7021.00 7030.00 EB
48 eb2603 20250926 7031.0 ... 7058.00 7069.00 EB
49 eb2604 20250926 7106.0 ... 7103.00 7098.00 EB
50 eb2605 20250926 7095.0 ... 7103.00 7111.00 EB
51 eb2606 20250926 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250926 0.0 ... 7134.00 7134.00 EB
53 eb2608 20250926 0.0 ... 7177.00 7177.00 EB
54 eb2609 20250926 0.0 ... 7177.00 7177.00 EB
55 eg2510 20250926 4278.0 ... 4269.00 4300.00 EG
56 eg2511 20250926 4239.0 ... 4221.00 4230.00 EG
57 eg2512 20250926 4212.0 ... 4218.00 4236.00 EG
58 eg2601 20250926 4254.0 ... 4227.00 4249.00 EG
59 eg2602 20250926 4239.0 ... 4231.00 4260.00 EG
60 eg2603 20250926 4249.0 ... 4252.00 4270.00 EG
61 eg2604 20250926 0.0 ... 4276.00 4285.00 EG
62 eg2605 20250926 4310.0 ... 4285.00 4309.00 EG
63 eg2606 20250926 0.0 ... 4300.00 4300.00 EG
64 eg2607 20250926 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250926 0.0 ... 4346.00 4346.00 EG
66 eg2609 20250926 4450.0 ... 4367.00 4346.00 EG
67 fb2510 20250926 1287.0 ... 1270.00 1262.50 FB
68 fb2511 20250926 1256.0 ... 1254.50 1254.50 FB
69 fb2512 20250926 1255.5 ... 1255.00 1253.50 FB
70 fb2601 20250926 1255.5 ... 1254.50 1255.00 FB
71 fb2602 20250926 1253.5 ... 1253.50 1255.00 FB
72 fb2603 20250926 1245.0 ... 1243.50 1245.50 FB
73 fb2604 20250926 1233.5 ... 1254.50 1252.00 FB
74 fb2605 20250926 1311.0 ... 1300.50 1292.50 FB
75 fb2606 20250926 1288.5 ... 1276.50 1292.00 FB
76 fb2607 20250926 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250926 0.0 ... 1308.00 1308.00 FB
78 fb2609 20250926 0.0 ... 1296.00 1296.00 FB
79 i2510 20250926 818.0 ... 813.50 821.00 I
80 i2511 20250926 816.5 ... 809.50 816.00 I
81 i2512 20250926 811.0 ... 805.00 811.00 I
82 i2601 20250926 804.0 ... 796.50 804.00 I
83 i2602 20250926 801.0 ... 790.50 799.50 I
84 i2603 20250926 796.0 ... 787.50 794.50 I
85 i2604 20250926 791.0 ... 784.50 791.00 I
86 i2605 20250926 784.0 ... 776.50 784.50 I
87 i2606 20250926 779.0 ... 772.00 779.50 I
88 i2607 20250926 774.0 ... 767.00 774.50 I
89 i2608 20250926 770.0 ... 763.50 769.50 I
90 i2609 20250926 764.0 ... 755.50 764.00 I
91 j2510 20250926 1631.0 ... 1619.50 1645.00 J
92 j2511 20250926 1663.5 ... 1643.50 1667.00 J
93 j2512 20250926 1695.0 ... 1684.50 1715.50 J
94 j2601 20250926 1751.0 ... 1718.50 1741.00 J
95 j2602 20250926 1751.0 ... 1747.50 1757.50 J
96 j2603 20250926 1778.0 ... 1778.00 1783.00 J
97 j2604 20250926 0.0 ... 1841.50 1841.50 J
98 j2605 20250926 1892.0 ... 1862.50 1885.50 J
99 j2606 20250926 1901.0 ... 1901.00 1901.00 J
100 j2607 20250926 0.0 ... 1903.50 1910.50 J
101 j2608 20250926 0.0 ... 1919.50 1919.50 J
102 j2609 20250926 1948.5 ... 1933.50 1956.50 J
103 jd2510 20250926 2971.0 ... 2952.00 2977.00 JD
104 jd2511 20250926 3068.0 ... 3051.00 3073.00 JD
105 jd2512 20250926 3195.0 ... 3182.00 3203.00 JD
106 jd2601 20250926 3370.0 ... 3360.00 3365.00 JD
107 jd2602 20250926 3116.0 ... 3106.00 3117.00 JD
108 jd2603 20250926 3142.0 ... 3130.00 3145.00 JD
109 jd2604 20250926 3265.0 ... 3253.00 3265.00 JD
110 jd2605 20250926 3391.0 ... 3385.00 3392.00 JD
111 jd2606 20250926 3231.0 ... 3226.00 3234.00 JD
112 jd2607 20250926 3474.0 ... 3470.00 3478.00 JD
113 jd2608 20250926 3920.0 ... 3918.00 3920.00 JD
114 jd2609 20250926 3769.0 ... 3787.00 3920.00 JD
115 jm2510 20250926 1027.0 ... 1037.00 1026.00 JM
116 jm2511 20250926 1086.0 ... 1071.50 1080.50 JM
117 jm2512 20250926 1156.5 ... 1142.00 1152.50 JM
118 jm2601 20250926 1229.5 ... 1214.50 1229.00 JM
119 jm2602 20250926 1252.0 ... 1237.00 1250.50 JM
120 jm2603 20250926 1274.0 ... 1256.50 1272.00 JM
121 jm2604 20250926 1292.0 ... 1278.50 1294.50 JM
122 jm2605 20250926 1327.0 ... 1304.00 1318.00 JM
123 jm2606 20250926 1337.5 ... 1319.00 1334.00 JM
124 jm2607 20250926 1351.0 ... 1333.50 1346.50 JM
125 jm2608 20250926 1371.5 ... 1350.50 1362.00 JM
126 jm2609 20250926 1394.0 ... 1374.00 1389.00 JM
127 l2510 20250926 7067.0 ... 7072.00 7096.00 L
128 l2511 20250926 7117.0 ... 7103.00 7123.00 L
129 l2512 20250926 7140.0 ... 7138.00 7151.00 L
130 l2601 20250926 7161.0 ... 7163.00 7168.00 L
131 l2602 20250926 7154.0 ... 7161.00 7163.00 L
132 l2603 20250926 7170.0 ... 7186.00 7176.00 L
133 l2604 20250926 7187.0 ... 7210.00 7212.00 L
134 l2605 20250926 7208.0 ... 7200.00 7203.00 L
135 l2606 20250926 7176.0 ... 7208.00 7201.00 L
136 l2607 20250926 7213.0 ... 7227.00 7220.00 L
137 l2608 20250926 7217.0 ... 7245.00 7230.00 L
138 l2609 20250926 7205.0 ... 7228.00 7230.00 L
139 lg2511 20250926 806.0 ... 807.50 804.50 LG
140 lg2601 20250926 822.5 ... 820.50 819.50 LG
141 lg2603 20250926 825.5 ... 825.50 825.00 LG
142 lg2605 20250926 829.0 ... 828.50 827.50 LG
143 lg2607 20250926 829.0 ... 829.50 827.50 LG
144 lg2609 20250926 816.5 ... 816.50 827.50 LG
145 lh2511 20250926 12660.0 ... 12625.00 12700.00 LH
146 lh2601 20250926 13300.0 ... 13180.00 13325.00 LH
147 lh2603 20250926 12750.0 ... 12660.00 12745.00 LH
148 lh2605 20250926 13145.0 ... 13070.00 13145.00 LH
149 lh2607 20250926 13810.0 ... 13655.00 13805.00 LH
150 lh2609 20250926 14200.0 ... 14220.00 13805.00 LH
151 m2511 20250926 2942.0 ... 2916.00 2934.00 M
152 m2512 20250926 2979.0 ... 2960.00 2973.00 M
153 m2601 20250926 2972.0 ... 2949.00 2961.00 M
154 m2603 20250926 2936.0 ... 2921.00 2929.00 M
155 m2605 20250926 2768.0 ... 2755.00 2759.00 M
156 m2607 20250926 2753.0 ... 2744.00 2749.00 M
157 m2608 20250926 2870.0 ... 2860.00 2864.00 M
158 m2609 20250926 2877.0 ... 2863.00 2870.00 M
159 p2510 20250926 9060.0 ... 9126.00 9072.00 P
160 p2511 20250926 9156.0 ... 9208.00 9162.00 P
161 p2512 20250926 9212.0 ... 9232.00 9186.00 P
162 p2601 20250926 9242.0 ... 9266.00 9214.00 P
163 p2602 20250926 9212.0 ... 9218.00 9184.00 P
164 p2603 20250926 9142.0 ... 9160.00 9142.00 P
165 p2604 20250926 9152.0 ... 9154.00 9092.00 P
166 p2605 20250926 9066.0 ... 9076.00 9030.00 P
167 p2606 20250926 8936.0 ... 8978.00 8928.00 P
168 p2607 20250926 8858.0 ... 8876.00 8834.00 P
169 p2608 20250926 8770.0 ... 8776.00 8750.00 P
170 p2609 20250926 8654.0 ... 8686.00 8646.00 P
171 pg2510 20250926 4367.0 ... 4432.00 4352.00 PG
172 pg2511 20250926 4267.0 ... 4285.00 4258.00 PG
173 pg2512 20250926 4191.0 ... 4215.00 4196.00 PG
174 pg2601 20250926 4145.0 ... 4150.00 4137.00 PG
175 pg2602 20250926 4079.0 ... 4085.00 4072.00 PG
176 pg2603 20250926 3991.0 ... 4003.00 3992.00 PG
177 pg2604 20250926 4371.0 ... 4367.00 4357.00 PG
178 pg2605 20250926 4280.0 ... 4285.00 4270.00 PG
179 pg2606 20250926 4223.0 ... 4228.00 4220.00 PG
180 pg2607 20250926 0.0 ... 4154.00 4154.00 PG
181 pg2608 20250926 4102.0 ... 4109.00 4116.00 PG
182 pg2609 20250926 4091.0 ... 4093.00 4116.00 PG
183 pp2510 20250926 6782.0 ... 6795.00 6784.00 PP
184 pp2511 20250926 6838.0 ... 6830.00 6827.00 PP
185 pp2512 20250926 6853.0 ... 6869.00 6861.00 PP
186 pp2601 20250926 6890.0 ... 6900.00 6893.00 PP
187 pp2602 20250926 6866.0 ... 6889.00 6877.00 PP
188 pp2603 20250926 6883.0 ... 6890.00 6880.00 PP
189 pp2604 20250926 6894.0 ... 6917.00 6918.00 PP
190 pp2605 20250926 6941.0 ... 6944.00 6935.00 PP
191 pp2606 20250926 6907.0 ... 6921.00 6908.00 PP
192 pp2607 20250926 6892.0 ... 6893.00 6883.00 PP
193 pp2608 20250926 6882.0 ... 6900.00 6884.00 PP
194 pp2609 20250926 6911.0 ... 6924.00 6911.00 PP
195 rr2510 20250926 3623.0 ... 3623.00 3618.00 RR
196 rr2511 20250926 3616.0 ... 3613.00 3612.00 RR
197 rr2512 20250926 3613.0 ... 3614.00 3614.00 RR
198 rr2601 20250926 3624.0 ... 3620.00 3622.00 RR
199 rr2602 20250926 3605.0 ... 3606.00 3605.00 RR
200 rr2603 20250926 3614.0 ... 3614.00 3612.00 RR
201 rr2604 20250926 0.0 ... 3616.00 3616.00 RR
202 rr2605 20250926 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250926 0.0 ... 3600.00 3600.00 RR
204 rr2607 20250926 0.0 ... 3609.00 3609.00 RR
205 rr2608 20250926 0.0 ... 3614.00 3614.00 RR
206 rr2609 20250926 0.0 ... 3614.00 3614.00 RR
207 v2510 20250926 4808.0 ... 4788.00 4808.00 V
208 v2511 20250926 4841.0 ... 4817.00 4838.00 V
209 v2512 20250926 4884.0 ... 4858.00 4877.00 V
210 v2601 20250926 4930.0 ... 4902.00 4925.00 V
211 v2602 20250926 4957.0 ... 4941.00 4964.00 V
212 v2603 20250926 4980.0 ... 4971.00 4996.00 V
213 v2604 20250926 5192.0 ... 5174.00 5191.00 V
214 v2605 20250926 5237.0 ... 5205.00 5226.00 V
215 v2606 20250926 5236.0 ... 5248.00 5262.00 V
216 v2607 20250926 5268.0 ... 5277.00 5294.00 V
217 v2608 20250926 5305.0 ... 5302.00 5331.00 V
218 v2609 20250926 5350.0 ... 5341.00 5355.00 V
219 y2511 20250926 8200.0 ... 8202.00 8188.00 Y
220 y2512 20250926 8266.0 ... 8248.00 8238.00 Y
221 y2601 20250926 8208.0 ... 8192.00 8180.00 Y
222 y2603 20250926 8148.0 ... 8140.00 8112.00 Y
223 y2605 20250926 7940.0 ... 7946.00 7924.00 Y
224 y2607 20250926 7910.0 ... 7908.00 7878.00 Y
225 y2608 20250926 7888.0 ... 7896.00 7880.00 Y
226 y2609 20250926 7868.0 ... 7876.00 7852.00 Y
[227 rows x 12 columns]
2025-09-29 18:26:22,909 - future_1d - INFO - ak.get_dce_daily('2025-09-26') done
2025-09-29 18:26:24,668 - future_1d - INFO - save future_daily 2025-09-26 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250929 ... 82180 82500 CU
1 1 CU2511 20250929 ... 82070 82540 CU
2 2 CU2512 20250929 ... 82100 82540 CU
3 3 CU2601 20250929 ... 82020 82530 CU
4 4 CU2602 20250929 ... 82030 82490 CU
5 5 CU2603 20250929 ... 81970 82420 CU
6 6 CU2604 20250929 ... 81960 82450 CU
7 7 CU2605 20250929 ... 82020 82500 CU
8 8 CU2606 20250929 ... 81880 82380 CU
9 9 CU2607 20250929 ... 81790 82200 CU
10 10 CU2608 20250929 ... 81840 82220 CU
11 11 CU2609 20250929 ... 81780 82110 CU
12 12 BC2510 20250929 ... 72820 73250 BC
13 13 BC2511 20250929 ... 73040 73420 BC
14 14 BC2512 20250929 ... 73080 73550 BC
15 15 BC2601 20250929 ... 73160 73160 BC
16 16 BC2602 20250929 ... 73080 73820 BC
17 17 BC2603 20250929 ... 73290 73000 BC
18 18 BC2604 20250929 ... 73000 73000 BC
19 19 BC2605 20250929 ... 72900 72900 BC
20 20 BC2606 20250929 ... 72960 72960 BC
21 21 BC2607 20250929 ... 72900 72840 BC
22 22 BC2608 20250929 ... 73000 73000 BC
23 23 BC2609 20250929 ... 73000 73000 BC
24 24 AL2510 20250929 ... 20695 20765 AL
25 25 AL2511 20250929 ... 20705 20775 AL
26 26 AL2512 20250929 ... 20710 20780 AL
27 27 AL2601 20250929 ... 20715 20780 AL
28 28 AL2602 20250929 ... 20710 20785 AL
29 29 AL2603 20250929 ... 20740 20810 AL
30 30 AL2604 20250929 ... 20780 20840 AL
31 31 AL2605 20250929 ... 20785 20845 AL
32 32 AL2606 20250929 ... 20785 20840 AL
33 33 AL2607 20250929 ... 20775 20860 AL
34 34 AL2608 20250929 ... 20790 20840 AL
35 35 AL2609 20250929 ... 20800 20860 AL
36 36 ZN2510 20250929 ... 21705 22010 ZN
37 37 ZN2511 20250929 ... 21755 22035 ZN
38 38 ZN2512 20250929 ... 21770 22040 ZN
39 39 ZN2601 20250929 ... 21800 22055 ZN
40 40 ZN2602 20250929 ... 21830 22085 ZN
41 41 ZN2603 20250929 ... 21845 22115 ZN
42 42 ZN2604 20250929 ... 21890 22145 ZN
43 43 ZN2605 20250929 ... 21925 22170 ZN
44 44 ZN2606 20250929 ... 21930 22215 ZN
45 45 ZN2607 20250929 ... 21965 22220 ZN
46 46 ZN2608 20250929 ... 21985 22270 ZN
47 47 ZN2609 20250929 ... 22075 22255 ZN
48 48 PB2510 20250929 ... 16965 17055 PB
49 49 PB2511 20250929 ... 16965 17090 PB
50 50 PB2512 20250929 ... 16980 17110 PB
51 51 PB2601 20250929 ... 16990 17125 PB
52 52 PB2602 20250929 ... 16960 17135 PB
53 53 PB2603 20250929 ... 16970 17145 PB
54 54 PB2604 20250929 ... 17015 17150 PB
55 55 PB2605 20250929 ... 17045 17150 PB
56 56 PB2606 20250929 ... 17025 17220 PB
57 57 PB2607 20250929 ... 17175 17175 PB
58 58 PB2608 20250929 ... 17080 17210 PB
59 59 PB2609 20250929 ... 17230 17230 PB
60 60 NI2510 20250929 ... 120770 121620 NI
61 61 NI2511 20250929 ... 121050 121840 NI
62 62 NI2512 20250929 ... 121260 121970 NI
63 63 NI2601 20250929 ... 121460 122210 NI
64 64 NI2602 20250929 ... 121730 122270 NI
65 65 NI2603 20250929 ... 121850 122550 NI
66 66 NI2604 20250929 ... 122110 122830 NI
67 67 NI2605 20250929 ... 122330 123060 NI
68 68 NI2606 20250929 ... 122550 123250 NI
69 69 NI2607 20250929 ... 122790 123370 NI
70 70 NI2608 20250929 ... 123120 123860 NI
71 71 NI2609 20250929 ... 123490 124150 NI
72 72 SN2510 20250929 ... 272130 273130 SN
73 73 SN2511 20250929 ... 272520 273550 SN
74 74 SN2512 20250929 ... 272770 273960 SN
75 75 SN2601 20250929 ... 272990 273970 SN
76 76 SN2602 20250929 ... 272820 274200 SN
77 77 SN2603 20250929 ... 272840 274160 SN
78 78 SN2604 20250929 ... 273300 274280 SN
79 79 SN2605 20250929 ... 273470 274930 SN
80 80 SN2606 20250929 ... 274360 274760 SN
81 81 SN2607 20250929 ... 274550 274780 SN
82 82 SN2608 20250929 ... 274910 275430 SN
83 83 SN2609 20250929 ... 274820 275640 SN
84 84 AO2510 20250929 ... 2850 2871 AO
85 85 AO2511 20250929 ... 2866 2904 AO
86 86 AO2512 20250929 ... 2884 2902 AO
87 87 AO2601 20250929 ... 2893 2916 AO
88 88 AO2602 20250929 ... 2904 2928 AO
89 89 AO2603 20250929 ... 2976 2991 AO
90 90 AO2604 20250929 ... 2986 3001 AO
91 91 AO2605 20250929 ... 2987 3007 AO
92 92 AO2606 20250929 ... 2997 3015 AO
93 93 AO2607 20250929 ... 3001 3021 AO
94 94 AO2608 20250929 ... 3009 3031 AO
95 95 AO2609 20250929 ... 3027 3048 AO
96 96 AD2511 20250929 ... 20215 20315 AD
97 97 AD2512 20250929 ... 20280 20370 AD
98 98 AD2601 20250929 ... 20310 20385 AD
99 99 AD2602 20250929 ... 20320 20410 AD
100 100 AD2603 20250929 ... 20335 20300 AD
101 101 AD2604 20250929 ... 20320 20320 AD
102 102 AD2605 20250929 ... 20310 20320 AD
103 103 AD2606 20250929 ... 20330 20385 AD
104 104 AD2607 20250929 ... 20510 20510 AD
105 105 AD2608 20250929 ... 20515 20515 AD
106 106 AD2609 20250929 ... 20335 20335 AD
107 107 AU2510 20250929 ... 858 851.5 AU
108 108 AU2511 20250929 ... 858.82 853.38 AU
109 109 AU2512 20250929 ... 861.66 855 AU
110 110 AU2602 20250929 ... 863.72 857.82 AU
111 111 AU2604 20250929 ... 865.32 859.92 AU
112 112 AU2606 20250929 ... 868.74 862.34 AU
113 113 AU2608 20250929 ... 871.46 865.8 AU
114 114 AU2610 20250929 ... 874.82 868.42 AU
115 115 AG2510 20250929 ... 10776 10483 AG
116 116 AG2511 20250929 ... 10819 10509 AG
117 117 AG2512 20250929 ... 10835 10526 AG
118 118 AG2601 20250929 ... 10830 10528 AG
119 119 AG2602 20250929 ... 10855 10542 AG
120 120 AG2603 20250929 ... 10850 10527 AG
121 121 AG2604 20250929 ... 10870 10545 AG
122 122 AG2605 20250929 ... 10879 10553 AG
123 123 AG2606 20250929 ... 10888 10553 AG
124 124 AG2607 20250929 ... 10914 10548 AG
125 125 AG2608 20250929 ... 10902 10572 AG
126 126 AG2609 20250929 ... 10935 10613 AG
127 127 RB2510 20250929 ... 3016 3050 RB
128 128 RB2511 20250929 ... 3032 3083 RB
129 129 RB2512 20250929 ... 3090 3121 RB
130 130 RB2601 20250929 ... 3107 3139 RB
131 131 RB2602 20250929 ... 3111 3139 RB
132 132 RB2603 20250929 ... 3125 3157 RB
133 133 RB2604 20250929 ... 3146 3177 RB
134 134 RB2605 20250929 ... 3164 3197 RB
135 135 RB2606 20250929 ... 3182 3210 RB
136 136 RB2607 20250929 ... 3188 3217 RB
137 137 RB2608 20250929 ... 3194 3220 RB
138 138 RB2609 20250929 ... 3200 3232 RB
139 139 WR2510 20250929 ... 3205 3219 WR
140 140 WR2511 20250929 ... 3300 3329 WR
141 141 WR2512 20250929 ... 3309 3324 WR
142 142 WR2601 20250929 ... 3314 3342 WR
143 143 WR2602 20250929 ... 3301 3400 WR
144 144 WR2603 20250929 ... 3351 3351 WR
145 145 WR2604 20250929 ... 3340 3370 WR
146 146 WR2605 20250929 ... 3386 3386 WR
147 147 WR2606 20250929 ... 3367 3383 WR
148 148 WR2607 20250929 ... 3390 3390 WR
149 149 WR2608 20250929 ... 3378 3385 WR
150 150 WR2609 20250929 ... 3458 3458 WR
151 151 HC2510 20250929 ... 3395 3404 HC
152 152 HC2511 20250929 ... 3352 3385 HC
153 153 HC2512 20250929 ... 3335 3358 HC
154 154 HC2601 20250929 ... 3304 3330 HC
155 155 HC2602 20250929 ... 3304 3330 HC
156 156 HC2603 20250929 ... 3306 3333 HC
157 157 HC2604 20250929 ... 3311 3337 HC
158 158 HC2605 20250929 ... 3310 3337 HC
159 159 HC2606 20250929 ... 3316 3346 HC
160 160 HC2607 20250929 ... 3318 3355 HC
161 161 HC2608 20250929 ... 3327 3359 HC
162 162 HC2609 20250929 ... 3333 3364 HC
163 163 SS2510 20250929 ... 12670 12735 SS
164 164 SS2511 20250929 ... 12785 12850 SS
165 165 SS2512 20250929 ... 12810 12890 SS
166 166 SS2601 20250929 ... 12880 12950 SS
167 167 SS2602 20250929 ... 12930 12985 SS
168 168 SS2603 20250929 ... 13035 13100 SS
169 169 SS2604 20250929 ... 13100 13160 SS
170 170 SS2605 20250929 ... 13170 13240 SS
171 171 SS2606 20250929 ... 13230 13305 SS
172 172 SS2607 20250929 ... 13290 13350 SS
173 173 SS2608 20250929 ... 13350 13400 SS
174 174 SS2609 20250929 ... 13410 13465 SS
175 175 SC2510 20250929 ... 486.4 487.5 SC
176 176 SC2511 20250929 ... 494.5 489.1 SC
177 177 SC2512 20250929 ... 495.1 490.8 SC
178 178 SC2601 20250929 ... 494.9 490.7 SC
179 179 SC2602 20250929 ... 493.7 489.9 SC
180 180 SC2603 20250929 ... 491.7 490 SC
181 181 SC2604 20250929 ... 490.3 490.3 SC
182 182 SC2605 20250929 ... 489.6 491.2 SC
183 183 SC2606 20250929 ... 490 488.9 SC
184 184 SC2607 20250929 ... 490.4 484.9 SC
185 185 SC2608 20250929 ... 492.8 486.6 SC
186 186 SC2609 20250929 ... 489 483.8 SC
187 187 SC2612 20250929 ... 475.2 479.5 SC
188 188 SC2703 20250929 ... 472.1 473.1 SC
189 189 SC2706 20250929 ... 477 477 SC
190 190 SC2709 20250929 ... 477 477 SC
191 191 SC2712 20250929 ... 479.2 475.9 SC
192 192 SC2803 20250929 ... 475.1 475 SC
193 193 SC2806 20250929 ... 473.5 473.8 SC
194 194 SC2809 20250929 ... 472.1 472.1 SC
195 195 LU2510 20250929 ... 3450 3450 LU
196 196 LU2511 20250929 ... 3482 3470 LU
197 197 LU2512 20250929 ... 3494 3471 LU
198 198 LU2601 20250929 ... 3481 3459 LU
199 199 LU2602 20250929 ... 3455 3440 LU
200 200 LU2603 20250929 ... 3456 3425 LU
201 201 LU2604 20250929 ... 3439 3407 LU
202 202 LU2605 20250929 ... 3440 3437 LU
203 203 LU2606 20250929 ... 3459 3427 LU
204 204 LU2607 20250929 ... 3439 3418 LU
205 205 LU2608 20250929 ... 3420 3392 LU
206 206 LU2609 20250929 ... 3409 3379 LU
207 207 FU2510 20250929 ... 3025 2991 FU
208 208 FU2511 20250929 ... 3057 3002 FU
209 209 FU2512 20250929 ... 2977 2942 FU
210 210 FU2601 20250929 ... 2937 2914 FU
211 211 FU2602 20250929 ... 2912 2893 FU
212 212 FU2603 20250929 ... 2900 2880 FU
213 213 FU2604 20250929 ... 2885 2857 FU
214 214 FU2605 20250929 ... 2870 2843 FU
215 215 FU2606 20250929 ... 2849 2833 FU
216 216 FU2607 20250929 ... 2818 2797 FU
217 217 FU2608 20250929 ... 2785 2769 FU
218 218 FU2609 20250929 ... 2764 2748 FU
219 219 BU2510 20250929 ... 3471 3472 BU
220 220 BU2511 20250929 ... 3454 3451 BU
221 221 BU2512 20250929 ... 3411 3408 BU
222 222 BU2601 20250929 ... 3395 3387 BU
223 223 BU2602 20250929 ... 3399 3389 BU
224 224 BU2603 20250929 ... 3412 3407 BU
225 225 BU2604 20250929 ... 3400 3373 BU
226 226 BU2605 20250929 ... 3412 3416 BU
227 227 BU2606 20250929 ... 3403 3404 BU
228 228 BU2607 20250929 ... 3407 3407 BU
229 229 BU2608 20250929 ... 3394 3384 BU
230 230 BU2609 20250929 ... 3396 3386 BU
231 231 BU2612 20250929 ... 3337 3340 BU
232 232 BU2703 20250929 ... 3347 3329 BU
233 233 BU2706 20250929 ... 3346 3347 BU
234 234 BU2709 20250929 ... 3360 3354 BU
235 235 BR2510 20250929 ... 11320 11385 BR
236 236 BR2511 20250929 ... 11285 11360 BR
237 237 BR2512 20250929 ... 11280 11365 BR
238 238 BR2601 20250929 ... 11270 11340 BR
239 239 BR2602 20250929 ... 11245 11330 BR
240 240 BR2603 20250929 ... 11355 11355 BR
241 241 BR2604 20250929 ... 11320 11385 BR
242 242 BR2605 20250929 ... 11345 11430 BR
243 243 BR2606 20250929 ... 11350 11440 BR
244 244 BR2607 20250929 ... 11490 11635 BR
245 245 BR2608 20250929 ... 11490 11610 BR
246 246 BR2609 20250929 ... 11565 11675 BR
247 247 RU2510 20250929 ... 14475 14530 RU
248 248 RU2511 20250929 ... 14475 14555 RU
249 249 RU2601 20250929 ... 15340 15425 RU
250 250 RU2603 20250929 ... 15325 15425 RU
251 251 RU2604 20250929 ... 15335 15425 RU
252 252 RU2605 20250929 ... 15305 15395 RU
253 253 RU2606 20250929 ... 15240 15400 RU
254 254 RU2607 20250929 ... 15350 15395 RU
255 255 RU2608 20250929 ... 15410 15405 RU
256 256 RU2609 20250929 ... 15290 15370 RU
257 257 NR2510 20250929 ... 12370 12320 NR
258 258 NR2511 20250929 ... 12370 12350 NR
259 259 NR2512 20250929 ... 12375 12375 NR
260 260 NR2601 20250929 ... 12405 12395 NR
261 261 NR2602 20250929 ... 12405 12380 NR
262 262 NR2603 20250929 ... 12365 12455 NR
263 263 NR2604 20250929 ... 12435 12390 NR
264 264 NR2605 20250929 ... 12425 12460 NR
265 265 NR2606 20250929 ... 12430 12465 NR
266 266 NR2607 20250929 ... 12550 12650 NR
267 267 NR2608 20250929 ... 12555 12685 NR
268 268 NR2609 20250929 ... 12510 12510 NR
269 269 SP2510 20250929 ... 4866 5000 SP
270 270 SP2511 20250929 ... 4922 5034 SP
271 271 SP2512 20250929 ... 4940 5050 SP
272 272 SP2601 20250929 ... 5204 5290 SP
273 273 SP2602 20250929 ... 5202 5282 SP
274 274 SP2603 20250929 ... 5218 5302 SP
275 275 SP2604 20250929 ... 5250 5312 SP
276 276 SP2605 20250929 ... 5242 5308 SP
277 277 SP2606 20250929 ... 5248 5296 SP
278 278 SP2607 20250929 ... 5244 5300 SP
279 279 SP2608 20250929 ... 5262 5316 SP
280 280 SP2609 20250929 ... 5258 5318 SP
281 281 OP2601 20250929 ... 4232 4232 OP
282 282 OP2602 20250929 ... 4228 4228 OP
283 283 OP2603 20250929 ... 4250 4260 OP
284 284 OP2604 20250929 ... 4262 4274 OP
285 285 OP2605 20250929 ... 4266 4266 OP
286 286 OP2606 20250929 ... 4236 4236 OP
287 287 OP2607 20250929 ... 4238 4238 OP
288 288 OP2608 20250929 ... 4238 4240 OP
289 289 OP2609 20250929 ... 4330 4334 OP
290 290 EC2510 20250929 ... 1122 1150.8 EC
291 291 EC2512 20250929 ... 1735 1780.6 EC
292 292 EC2602 20250929 ... 1644.7 1691.9 EC
293 293 EC2604 20250929 ... 1253.1 1279.1 EC
294 294 EC2606 20250929 ... 1453.8 1482.6 EC
295 295 EC2608 20250929 ... 1598.9 1631 EC
296 296 SC_TAS2511 20250929 ... SC_TAS
297 297 SC_TAS2512 20250929 ... SC_TAS
298 298 SC_TAS2601 20250929 ... SC_TAS
[299 rows x 13 columns]
2025-09-29 18:26:31,179 - future_1d - INFO - ak.get_shfe_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 PS2510 20250929 51285.0 ... 51180.0 51505.0 PS
1 PS2511 20250929 50950.0 ... 50825.0 51420.0 PS
2 PS2512 20250929 53335.0 ... 53265.0 53780.0 PS
3 PS2601 20250929 52920.0 ... 52840.0 53310.0 PS
4 PS2602 20250929 52740.0 ... 52755.0 53110.0 PS
5 PS2603 20250929 52670.0 ... 52695.0 53220.0 PS
6 PS2604 20250929 52605.0 ... 52835.0 53190.0 PS
7 PS2605 20250929 53415.0 ... 52525.0 53080.0 PS
8 PS2606 20250929 54560.0 ... 54545.0 54975.0 PS
9 PS2607 20250929 54435.0 ... 54395.0 54945.0 PS
10 PS2608 20250929 54175.0 ... 54205.0 54565.0 PS
11 PS2609 20250929 54005.0 ... 54000.0 54550.0 PS
13 SI2510 20250929 8835.0 ... 8675.0 8975.0 SI
14 SI2511 20250929 8850.0 ... 8655.0 9000.0 SI
15 SI2512 20250929 9240.0 ... 9045.0 9395.0 SI
16 SI2601 20250929 9215.0 ... 8995.0 9360.0 SI
17 SI2602 20250929 9255.0 ... 9000.0 9360.0 SI
18 SI2603 20250929 9195.0 ... 9020.0 9395.0 SI
19 SI2604 20250929 9190.0 ... 9035.0 9205.0 SI
20 SI2605 20250929 9265.0 ... 9035.0 9390.0 SI
21 SI2606 20250929 9165.0 ... 9080.0 9400.0 SI
22 SI2607 20250929 9205.0 ... 9070.0 9390.0 SI
23 SI2608 20250929 9180.0 ... 9055.0 9415.0 SI
24 SI2609 20250929 9265.0 ... 9075.0 9410.0 SI
27 LC2510 20250929 72000.0 ... 72720.0 72920.0 LC
28 LC2511 20250929 73100.0 ... 73700.0 73240.0 LC
29 LC2512 20250929 72320.0 ... 73780.0 73340.0 LC
30 LC2601 20250929 72500.0 ... 73640.0 73180.0 LC
31 LC2602 20250929 71960.0 ... 73500.0 72840.0 LC
32 LC2603 20250929 71840.0 ... 73440.0 72940.0 LC
33 LC2604 20250929 72920.0 ... 73840.0 73320.0 LC
34 LC2605 20250929 72460.0 ... 73680.0 73340.0 LC
35 LC2606 20250929 72640.0 ... 73500.0 73160.0 LC
36 LC2607 20250929 72240.0 ... 73380.0 73060.0 LC
37 LC2608 20250929 72700.0 ... 73480.0 73020.0 LC
38 LC2609 20250929 73000.0 ... 73320.0 72980.0 LC
[36 rows x 12 columns]
2025-09-29 18:26:31,291 - future_1d - INFO - ak.get_gfex_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 IC2510 20250929 7224.000 ... 7328.200 7219.600 IC
1 IC2511 20250929 7146.000 ... 7261.200 7151.800 IC
2 IC2512 20250929 7083.800 ... 7210.600 7097.600 IC
3 IC2603 20250929 6926.600 ... 7033.600 6922.000 IC
4 IF2510 20250929 4543.200 ... 4626.200 4555.800 IF
5 IF2511 20250929 4536.600 ... 4614.400 4541.800 IF
6 IF2512 20250929 4530.000 ... 4608.800 4535.200 IF
7 IF2603 20250929 4509.800 ... 4584.000 4509.800 IF
8 IH2510 20250929 2945.000 ... 2985.400 2950.200 IH
9 IH2511 20250929 2944.000 ... 2984.000 2948.000 IH
10 IH2512 20250929 2944.200 ... 2985.400 2949.800 IH
11 IH2603 20250929 2939.600 ... 2985.800 2947.400 IH
12 IM2510 20250929 7372.000 ... 7469.600 7360.800 IM
13 IM2511 20250929 7284.000 ... 7387.800 7272.800 IM
14 IM2512 20250929 7205.000 ... 7316.800 7193.400 IM
15 IM2603 20250929 6988.000 ... 7096.600 6974.400 IM
16 T2512 20250929 107.705 ... 107.660 107.670 T
17 T2603 20250929 107.400 ... 107.340 107.325 T
18 T2606 20250929 107.325 ... 107.260 107.235 T
19 TF2512 20250929 105.575 ... 105.510 105.530 TF
20 TF2603 20250929 105.425 ... 105.395 105.410 TF
21 TF2606 20250929 105.430 ... 105.405 105.400 TF
22 TL2512 20250929 114.350 ... 113.790 114.260 TL
23 TL2603 20250929 114.010 ... 113.440 113.920 TL
24 TL2606 20250929 114.040 ... 113.480 113.910 TL
25 TS2512 20250929 102.350 ... 102.332 102.344 TS
26 TS2603 20250929 102.262 ... 102.244 102.258 TS
27 TS2606 20250929 102.292 ... 102.276 102.262 TS
[28 rows x 12 columns]
2025-09-29 18:26:31,685 - future_1d - INFO - ak.get_cffex_daily('2025-09-29') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250929 8656.0 8699.0 ... 27982.84 8647.0 8628.0 AP
1 AP511 20250929 8401.0 8523.0 ... 42297.98 8444.0 8440.0 AP
2 AP512 20250929 8411.0 8530.0 ... 5029.49 8453.0 8373.0 AP
3 AP601 20250929 8437.0 8619.0 ... 1159018.15 8513.0 8384.0 AP
4 AP603 20250929 8286.0 8419.0 ... 3448.32 8349.0 8251.0 AP
5 AP604 20250929 8362.0 8388.0 ... 783.85 8339.0 8259.0 AP
6 AP605 20250929 8310.0 8433.0 ... 20768.51 8371.0 8269.0 AP
7 CF511 20250929 13405.0 13430.0 ... 281544.73 13345.0 13500.0 CF
8 CF601 20250929 13390.0 13425.0 ... 1640207.09 13365.0 13460.0 CF
9 CF603 20250929 13380.0 13400.0 ... 3818.94 13355.0 13425.0 CF
10 CF605 20250929 13400.0 13425.0 ... 217717.18 13370.0 13460.0 CF
11 CF607 20250929 13425.0 13450.0 ... 2231.37 13400.0 13475.0 CF
12 CF609 20250929 13580.0 13585.0 ... 2545.98 13540.0 13635.0 CF
13 CJ512 20250929 11180.0 11180.0 ... 10855.29 10910.0 11115.0 CJ
14 CJ601 20250929 11270.0 11270.0 ... 1617835.48 10955.0 11175.0 CJ
15 CJ603 20250929 11220.0 11280.0 ... 24991.00 10945.0 11155.0 CJ
16 CJ605 20250929 11330.0 11330.0 ... 255484.38 11020.0 11205.0 CJ
17 CJ607 20250929 11390.0 11400.0 ... 4382.50 11110.0 11325.0 CJ
18 CJ609 20250929 11490.0 11500.0 ... 2175.80 11245.0 11415.0 CJ
19 CY510 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250929 19610.0 19615.0 ... 116020.41 19530.0 19745.0 CY
21 CY512 20250929 0.0 0.0 ... 0.00 19415.0 19515.0 CY
22 CY601 20250929 19545.0 19550.0 ... 6007.06 19505.0 19645.0 CY
23 CY602 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
24 CY603 20250929 0.0 0.0 ... 0.00 19775.0 19830.0 CY
25 CY604 20250929 0.0 0.0 ... 0.00 19545.0 19545.0 CY
26 CY605 20250929 19575.0 19575.0 ... 9.79 19575.0 19695.0 CY
27 CY606 20250929 0.0 0.0 ... 0.00 19555.0 19555.0 CY
28 CY607 20250929 0.0 0.0 ... 0.00 19915.0 19965.0 CY
29 CY608 20250929 0.0 0.0 ... 0.00 19735.0 19735.0 CY
30 CY609 20250929 0.0 0.0 ... 0.00 19885.0 19965.0 CY
31 FG510 20250929 1130.0 1130.0 ... 9258.22 1117.0 1135.0 FG
32 FG511 20250929 1128.0 1132.0 ... 284860.98 1112.0 1140.0 FG
33 FG512 20250929 1252.0 1255.0 ... 140604.75 1230.0 1259.0 FG
34 FG601 20250929 1251.0 1253.0 ... 5591696.92 1229.0 1257.0 FG
35 FG602 20250929 1304.0 1306.0 ... 45248.10 1285.0 1310.0 FG
36 FG603 20250929 1298.0 1307.0 ... 2811.19 1287.0 1314.0 FG
37 FG604 20250929 1359.0 1373.0 ... 1180.58 1348.0 1381.0 FG
38 FG605 20250929 1369.0 1371.0 ... 184698.54 1347.0 1376.0 FG
39 FG606 20250929 1397.0 1398.0 ... 1975.64 1378.0 1403.0 FG
40 FG607 20250929 1390.0 1394.0 ... 2603.30 1372.0 1398.0 FG
41 FG608 20250929 1425.0 1432.0 ... 1279.09 1418.0 1438.0 FG
42 FG609 20250929 1430.0 1434.0 ... 6085.10 1420.0 1440.0 FG
43 JR511 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250929 2258.0 2275.0 ... 3233.71 2261.0 2258.0 MA
52 MA511 20250929 2293.0 2308.0 ... 106475.80 2298.0 2297.0 MA
53 MA512 20250929 2334.0 2345.0 ... 61133.99 2335.0 2330.0 MA
54 MA601 20250929 2360.0 2367.0 ... 1003865.58 2356.0 2352.0 MA
55 MA602 20250929 2383.0 2391.0 ... 33316.36 2383.0 2373.0 MA
56 MA603 20250929 2395.0 2404.0 ... 508.05 2396.0 2394.0 MA
57 MA604 20250929 2398.0 2398.0 ... 114.80 2392.0 2394.0 MA
58 MA605 20250929 2391.0 2394.0 ... 47339.35 2386.0 2385.0 MA
59 MA606 20250929 0.0 0.0 ... 0.00 2396.0 2392.0 MA
60 MA607 20250929 2363.0 2376.0 ... 23.66 2366.0 2368.0 MA
61 MA608 20250929 0.0 0.0 ... 0.00 2373.0 2373.0 MA
62 MA609 20250929 2340.0 2352.0 ... 398.94 2347.0 2344.0 MA
63 OI511 20250929 10338.0 10345.0 ... 482929.50 10288.0 10320.0 OI
64 OI601 20250929 10174.0 10177.0 ... 2347037.86 10128.0 10146.0 OI
65 OI603 20250929 9921.0 9929.0 ... 8380.04 9870.0 9912.0 OI
66 OI605 20250929 9664.0 9664.0 ... 69872.79 9615.0 9632.0 OI
67 OI607 20250929 9580.0 9593.0 ... 726.14 9555.0 9580.0 OI
68 OI609 20250929 9535.0 9547.0 ... 730.81 9491.0 9538.0 OI
69 PF510 20250929 6332.0 6362.0 ... 2031.03 6318.0 6350.0 PF
70 PF511 20250929 6324.0 6356.0 ... 586976.78 6326.0 6344.0 PF
71 PF512 20250929 6288.0 6320.0 ... 346631.01 6294.0 6310.0 PF
72 PF601 20250929 6340.0 6366.0 ... 30760.71 6340.0 6356.0 PF
73 PF602 20250929 6336.0 6368.0 ... 91057.47 6340.0 6354.0 PF
74 PF603 20250929 6352.0 6366.0 ... 117.52 6352.0 6370.0 PF
75 PF604 20250929 6398.0 6442.0 ... 73.85 6422.0 6414.0 PF
76 PF605 20250929 6420.0 6452.0 ... 131.79 6430.0 6440.0 PF
77 PF606 20250929 6424.0 6424.0 ... 6.42 6424.0 6436.0 PF
78 PF607 20250929 6410.0 6446.0 ... 9.65 6432.0 6454.0 PF
79 PF608 20250929 6472.0 6472.0 ... 6.45 6448.0 6472.0 PF
80 PF609 20250929 0.0 0.0 ... 0.00 6498.0 6504.0 PF
81 PK510 20250929 7784.0 7820.0 ... 6758.86 7800.0 7784.0 PK
82 PK511 20250929 7802.0 7868.0 ... 358713.17 7834.0 7784.0 PK
83 PK512 20250929 7776.0 7870.0 ... 119217.42 7826.0 7770.0 PK
84 PK601 20250929 7800.0 7848.0 ... 95841.03 7820.0 7768.0 PK
85 PK603 20250929 7830.0 7862.0 ... 404.03 7846.0 7804.0 PK
86 PK604 20250929 7836.0 7864.0 ... 204.01 7846.0 7820.0 PK
87 PK605 20250929 7840.0 7866.0 ... 5166.75 7846.0 7826.0 PK
88 PL601 20250929 6376.0 6406.0 ... 41908.30 6375.0 6376.0 PL
89 PL602 20250929 6402.0 6413.0 ... 256.11 6403.0 6399.0 PL
90 PL603 20250929 6411.0 6436.0 ... 25.69 6424.0 6402.0 PL
91 PL604 20250929 6419.0 6442.0 ... 38.55 6425.0 6407.0 PL
92 PL605 20250929 6373.0 6386.0 ... 165.65 6371.0 6350.0 PL
93 PL606 20250929 6440.0 6440.0 ... 25.72 6430.0 6428.0 PL
94 PL607 20250929 0.0 0.0 ... 0.00 6399.0 6399.0 PL
95 PL608 20250929 6440.0 6440.0 ... 12.88 6440.0 6499.0 PL
96 PL609 20250929 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250929 5854.0 5854.0 ... 498.23 5828.0 5848.0 PR
104 PR511 20250929 5810.0 5822.0 ... 370379.70 5798.0 5818.0 PR
105 PR512 20250929 5804.0 5826.0 ... 448589.44 5802.0 5818.0 PR
106 PR601 20250929 5806.0 5826.0 ... 197224.95 5802.0 5808.0 PR
107 PR602 20250929 5816.0 5870.0 ... 621.77 5838.0 5844.0 PR
108 PR603 20250929 5810.0 5886.0 ... 764.43 5858.0 5832.0 PR
109 PR604 20250929 5830.0 5916.0 ... 538.82 5890.0 5854.0 PR
110 PR605 20250929 5836.0 5938.0 ... 620.03 5906.0 5864.0 PR
111 PR606 20250929 5916.0 5952.0 ... 71.27 5940.0 5902.0 PR
112 PR607 20250929 5926.0 5954.0 ... 124.75 5940.0 5902.0 PR
113 PR608 20250929 5922.0 5922.0 ... 53.25 5918.0 5914.0 PR
114 PR609 20250929 5940.0 5940.0 ... 62.03 5908.0 5918.0 PR
115 PX510 20250929 6674.0 6682.0 ... 387.90 6632.0 6668.0 PX
116 PX511 20250929 6666.0 6700.0 ... 597824.37 6664.0 6664.0 PX
117 PX512 20250929 6654.0 6682.0 ... 235327.92 6650.0 6648.0 PX
118 PX601 20250929 6652.0 6672.0 ... 145505.81 6640.0 6646.0 PX
119 PX602 20250929 6652.0 6678.0 ... 9133.01 6648.0 6660.0 PX
120 PX603 20250929 6634.0 6664.0 ... 53.06 6634.0 6630.0 PX
121 PX604 20250929 6616.0 6622.0 ... 6.62 6620.0 6658.0 PX
122 PX605 20250929 6658.0 6700.0 ... 617.00 6670.0 6686.0 PX
123 PX606 20250929 6656.0 6656.0 ... 3.33 6656.0 6682.0 PX
124 PX607 20250929 6632.0 6690.0 ... 23.26 6646.0 6670.0 PX
125 PX608 20250929 0.0 0.0 ... 0.00 6686.0 6686.0 PX
126 PX609 20250929 6730.0 6730.0 ... 6.71 6714.0 6690.0 PX
127 RI511 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250929 2467.0 2487.0 ... 8227.56 2472.0 2474.0 RM
134 RM601 20250929 2411.0 2430.0 ... 522729.44 2413.0 2429.0 RM
135 RM603 20250929 2343.0 2346.0 ... 5931.30 2338.0 2346.0 RM
136 RM605 20250929 2330.0 2336.0 ... 101374.11 2328.0 2334.0 RM
137 RM607 20250929 2321.0 2328.0 ... 9704.08 2319.0 2322.0 RM
138 RM608 20250929 2421.0 2427.0 ... 420.85 2419.0 2423.0 RM
139 RM609 20250929 2410.0 2415.0 ... 2280.62 2408.0 2414.0 RM
140 RS511 20250929 5429.0 5429.0 ... 297.83 5318.0 5368.0 RS
141 RS607 20250929 5580.0 5588.0 ... 150.33 5568.0 5571.0 RS
142 RS608 20250929 5543.0 5589.0 ... 122.44 5565.0 5558.0 RS
143 RS609 20250929 5543.0 5583.0 ... 77.86 5561.0 5559.0 RS
144 SA510 20250929 1207.0 1207.0 ... 14570.42 1201.0 1212.0 SA
145 SA511 20250929 1215.0 1219.0 ... 398360.49 1209.0 1224.0 SA
146 SA512 20250929 1278.0 1283.0 ... 258006.82 1272.0 1287.0 SA
147 SA601 20250929 1291.0 1295.0 ... 2455419.25 1284.0 1301.0 SA
148 SA602 20250929 1322.0 1325.0 ... 185719.65 1311.0 1331.0 SA
149 SA603 20250929 1330.0 1333.0 ... 3842.56 1322.0 1339.0 SA
150 SA604 20250929 1371.0 1379.0 ... 1088.96 1365.0 1386.0 SA
151 SA605 20250929 1383.0 1387.0 ... 153744.58 1373.0 1392.0 SA
152 SA606 20250929 1393.0 1401.0 ... 877.84 1389.0 1405.0 SA
153 SA607 20250929 1395.0 1403.0 ... 1861.12 1391.0 1408.0 SA
154 SA608 20250929 1424.0 1436.0 ... 916.92 1428.0 1440.0 SA
155 SA609 20250929 1438.0 1443.0 ... 5361.06 1434.0 1446.0 SA
156 SF510 20250929 5454.0 5478.0 ... 4879.87 5402.0 5480.0 SF
157 SF511 20250929 5620.0 5678.0 ... 957047.42 5590.0 5680.0 SF
158 SF512 20250929 5620.0 5654.0 ... 204478.47 5574.0 5658.0 SF
159 SF601 20250929 5600.0 5638.0 ... 380717.72 5558.0 5644.0 SF
160 SF602 20250929 5550.0 5594.0 ... 47522.51 5524.0 5602.0 SF
161 SF603 20250929 5706.0 5766.0 ... 1214.64 5704.0 5768.0 SF
162 SF604 20250929 5702.0 5740.0 ... 11.42 5708.0 5754.0 SF
163 SF605 20250929 5714.0 5742.0 ... 6198.94 5684.0 5768.0 SF
164 SF606 20250929 5668.0 5704.0 ... 138.26 5644.0 5738.0 SF
165 SF607 20250929 5840.0 5852.0 ... 69.61 5802.0 5872.0 SF
166 SF608 20250929 5784.0 5804.0 ... 11.55 5774.0 5884.0 SF
167 SF609 20250929 5758.0 5828.0 ... 71.99 5760.0 5844.0 SF
168 SH510 20250929 2455.0 2466.0 ... 6784.34 2453.0 2455.0 SH
169 SH511 20250929 2489.0 2496.0 ... 597883.78 2479.0 2482.0 SH
170 SH512 20250929 2530.0 2539.0 ... 344078.99 2519.0 2530.0 SH
171 SH601 20250929 2530.0 2536.0 ... 2488833.56 2513.0 2530.0 SH
172 SH602 20250929 2557.0 2562.0 ... 51761.54 2539.0 2559.0 SH
173 SH603 20250929 2570.0 2580.0 ... 2504.88 2553.0 2575.0 SH
174 SH604 20250929 2608.0 2621.0 ... 358.38 2597.0 2617.0 SH
175 SH605 20250929 2620.0 2629.0 ... 21517.02 2604.0 2623.0 SH
176 SH606 20250929 2629.0 2629.0 ... 242.68 2609.0 2638.0 SH
177 SH607 20250929 2626.0 2632.0 ... 320.31 2604.0 2629.0 SH
178 SH608 20250929 2642.0 2642.0 ... 102.47 2627.0 2645.0 SH
179 SH609 20250929 2656.0 2660.0 ... 531.46 2644.0 2659.0 SH
180 SM510 20250929 5738.0 5748.0 ... 3373.43 5684.0 5752.0 SM
181 SM511 20250929 5818.0 5852.0 ... 398459.35 5786.0 5846.0 SM
182 SM512 20250929 5818.0 5858.0 ... 135876.45 5802.0 5852.0 SM
183 SM601 20250929 5834.0 5868.0 ... 831719.66 5802.0 5866.0 SM
184 SM602 20250929 5836.0 5878.0 ... 243624.84 5812.0 5872.0 SM
185 SM603 20250929 5894.0 5894.0 ... 1247.78 5832.0 5904.0 SM
186 SM604 20250929 5868.0 5882.0 ... 8.81 5874.0 5910.0 SM
187 SM605 20250929 5872.0 5900.0 ... 21467.30 5838.0 5900.0 SM
188 SM606 20250929 5860.0 5900.0 ... 73.00 5840.0 5896.0 SM
189 SM607 20250929 5870.0 5912.0 ... 41.05 5864.0 5918.0 SM
190 SM608 20250929 5914.0 5928.0 ... 17.64 5880.0 5936.0 SM
191 SM609 20250929 5868.0 5928.0 ... 930.02 5868.0 5940.0 SM
192 SR511 20250929 5519.0 5530.0 ... 138166.21 5519.0 5520.0 SR
193 SR601 20250929 5485.0 5505.0 ... 789921.09 5489.0 5491.0 SR
194 SR603 20250929 5467.0 5483.0 ... 1713.04 5473.0 5473.0 SR
195 SR605 20250929 5447.0 5463.0 ... 62060.93 5448.0 5452.0 SR
196 SR607 20250929 5451.0 5460.0 ... 4259.43 5447.0 5451.0 SR
197 SR609 20250929 5454.0 5468.0 ... 5573.82 5449.0 5457.0 SR
198 TA510 20250929 4612.0 4632.0 ... 8162.28 4606.0 4626.0 TA
199 TA511 20250929 4620.0 4652.0 ... 273494.08 4626.0 4640.0 TA
200 TA512 20250929 4638.0 4660.0 ... 142326.03 4638.0 4650.0 TA
201 TA601 20250929 4650.0 4672.0 ... 1350166.41 4650.0 4664.0 TA
202 TA602 20250929 4668.0 4684.0 ... 23176.32 4664.0 4674.0 TA
203 TA603 20250929 4680.0 4692.0 ... 451.18 4676.0 4690.0 TA
204 TA604 20250929 4672.0 4672.0 ... 9.32 4662.0 4698.0 TA
205 TA605 20250929 4692.0 4718.0 ... 47510.47 4694.0 4706.0 TA
206 TA606 20250929 4702.0 4702.0 ... 7.04 4696.0 4706.0 TA
207 TA607 20250929 4710.0 4710.0 ... 9.41 4704.0 4718.0 TA
208 TA608 20250929 4712.0 4732.0 ... 9.43 4718.0 4736.0 TA
209 TA609 20250929 4732.0 4756.0 ... 274.84 4740.0 4742.0 TA
210 UR510 20250929 1546.0 1552.0 ... 2939.37 1541.0 1549.0 UR
211 UR511 20250929 1640.0 1642.0 ... 77585.41 1632.0 1649.0 UR
212 UR512 20250929 1645.0 1655.0 ... 24157.22 1646.0 1661.0 UR
213 UR601 20250929 1666.0 1668.0 ... 563687.81 1657.0 1673.0 UR
214 UR602 20250929 1670.0 1675.0 ... 582.02 1663.0 1680.0 UR
215 UR603 20250929 1712.0 1715.0 ... 167.55 1710.0 1725.0 UR
216 UR604 20250929 1716.0 1718.0 ... 211.73 1708.0 1725.0 UR
217 UR605 20250929 1717.0 1718.0 ... 27474.81 1708.0 1725.0 UR
218 UR606 20250929 1720.0 1720.0 ... 666.53 1709.0 1724.0 UR
219 UR607 20250929 1750.0 1750.0 ... 149.94 1743.0 1758.0 UR
220 UR608 20250929 1739.0 1741.0 ... 135.48 1737.0 1745.0 UR
221 UR609 20250929 1735.0 1738.0 ... 550.11 1730.0 1743.0 UR
222 WH511 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-29 18:26:31,987 - future_1d - INFO - ak.get_czce_daily('2025-09-29') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250929 488.1 505 ... 1945.63 486.4 487.5 SC
1 SC2511 20250929 492.1 499.2 ... 4743445.34 494.5 489.1 SC
2 SC2512 20250929 493.3 499.6 ... 1085522.81 495.1 490.8 SC
3 SC2601 20250929 493.3 499.5 ... 237010.04 494.9 490.7 SC
4 SC2602 20250929 494 498.9 ... 63648.63 493.7 489.9 SC
5 SC2603 20250929 492.7 497.8 ... 25421.15 491.7 490 SC
6 SC2604 20250929 495.4 496.8 ... 13338.42 490.3 490.3 SC
7 SC2605 20250929 492.5 497.2 ... 15766.67 489.6 491.2 SC
8 SC2606 20250929 490.6 496.6 ... 16122.84 490 488.9 SC
9 SC2607 20250929 494.6 494.8 ... 392.33 490.4 484.9 SC
10 SC2608 20250929 493.5 493.5 ... 98.56 492.8 486.6 SC
11 SC2609 20250929 491 492.3 ... 293.45 489 483.8 SC
12 SC2612 20250929 475.2 475.2 ... 47.52 475.2 479.5 SC
13 SC2703 20250929 472.1 472.1 ... 47.21 472.1 473.1 SC
14 SC2706 20250929 ... 0 477 477 SC
15 SC2709 20250929 ... 0 477 477 SC
16 SC2712 20250929 477.6 482.2 ... 479.29 479.2 475.9 SC
17 SC2803 20250929 475 477.9 ... 285.07 475.1 475 SC
18 SC2806 20250929 472.4 476.2 ... 520.88 473.5 473.8 SC
19 SC2809 20250929 ... 0 472.1 472.1 SC
21 LU2510 20250929 ... 0 3450 3450 LU
22 LU2511 20250929 3489 3527 ... 238222.826 3482 3470 LU
23 LU2512 20250929 3481 3540 ... 200238.01 3494 3471 LU
24 LU2601 20250929 3480 3528 ... 94948.303 3481 3459 LU
25 LU2602 20250929 3451 3505 ... 3556.073 3455 3440 LU
26 LU2603 20250929 3442 3498 ... 1361.94 3456 3425 LU
27 LU2604 20250929 3454 3461 ... 44.717 3439 3407 LU
28 LU2605 20250929 3451 3454 ... 58.489 3440 3437 LU
29 LU2606 20250929 3449 3467 ... 10.378 3459 3427 LU
30 LU2607 20250929 3418 3458 ... 34.39 3439 3418 LU
31 LU2608 20250929 3415 3439 ... 30.78 3420 3392 LU
32 LU2609 20250929 3396 3429 ... 64.773 3409 3379 LU
34 NR2510 20250929 12425 12455 ... 28212.04 12370 12320 NR
35 NR2511 20250929 12450 12475 ... 1153395.56 12370 12350 NR
36 NR2512 20250929 12430 12485 ... 395493.37 12375 12375 NR
37 NR2601 20250929 12465 12505 ... 211166.935 12405 12395 NR
38 NR2602 20250929 12470 12470 ... 4864.5 12405 12380 NR
39 NR2603 20250929 12390 12485 ... 1422.075 12365 12455 NR
40 NR2604 20250929 12485 12495 ... 348.24 12435 12390 NR
41 NR2605 20250929 12460 12535 ... 186.43 12425 12460 NR
42 NR2606 20250929 12430 12430 ... 12.43 12430 12465 NR
43 NR2607 20250929 12500 12600 ... 25.1 12550 12650 NR
44 NR2608 20250929 12520 12650 ... 50.22 12555 12685 NR
45 NR2609 20250929 ... 0 12510 12510 NR
47 BC2510 20250929 72980 73160 ... 88849.76 72820 73250 BC
48 BC2511 20250929 73090 73350 ... 285677.51 73040 73420 BC
49 BC2512 20250929 73150 73480 ... 5590.91 73080 73550 BC
50 BC2601 20250929 ... 0 73160 73160 BC
51 BC2602 20250929 72990 73600 ... 109.625 73080 73820 BC
52 BC2603 20250929 ... 0 73290 73000 BC
53 BC2604 20250929 ... 0 73000 73000 BC
54 BC2605 20250929 ... 0 72900 72900 BC
55 BC2606 20250929 ... 0 72960 72960 BC
56 BC2607 20250929 ... 0 72900 72840 BC
57 BC2608 20250929 ... 0 73000 73000 BC
58 BC2609 20250929 ... 0 73000 73000 BC
60 EC2510 20250929 1141 1154.5 ... 93576.7345 1122 1150.8 EC
61 EC2512 20250929 1763 1775.3 ... 103054.394 1735 1780.6 EC
62 EC2602 20250929 1668.1 1684.6 ... 32984.4615 1644.7 1691.9 EC
63 EC2604 20250929 1260 1261.5 ... 7450.222 1253.1 1279.1 EC
64 EC2606 20250929 1463.6 1478 ... 705.1215 1453.8 1482.6 EC
65 EC2608 20250929 1601.1 1607.9 ... 599.612 1598.9 1631 EC
68 SC_TAS2511 20250929 ... SC_TAS
69 SC_TAS2512 20250929 ... SC_TAS
70 SC_TAS2601 20250929 ... SC_TAS
[65 rows x 12 columns]
2025-09-29 18:26:32,049 - future_1d - INFO - ak.get_ine_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 a2511 20250929 3939.00 ... 3931.00 3940.00 A
1 a2601 20250929 3906.00 ... 3897.00 3918.00 A
2 a2603 20250929 3904.00 ... 3897.00 3922.00 A
3 a2605 20250929 3935.00 ... 3929.00 3951.00 A
4 a2607 20250929 3931.00 ... 3927.00 3945.00 A
5 a2609 20250929 3928.00 ... 3932.00 3948.00 A
6 b2510 20250929 3591.00 ... 3628.00 3630.00 B
7 b2511 20250929 3609.00 ... 3605.00 3627.00 B
8 b2512 20250929 3630.00 ... 3629.00 3647.00 B
9 b2601 20250929 3627.00 ... 3629.00 3647.00 B
10 b2602 20250929 3639.00 ... 3641.00 3649.00 B
11 b2603 20250929 3602.00 ... 3606.00 3615.00 B
12 b2604 20250929 3504.00 ... 3508.00 3520.00 B
13 b2605 20250929 3443.00 ... 3440.00 3449.00 B
14 b2606 20250929 3412.00 ... 3412.00 3422.00 B
15 b2607 20250929 3421.00 ... 3414.00 3428.00 B
16 b2608 20250929 3515.00 ... 3513.00 3520.00 B
17 b2609 20250929 3529.00 ... 3530.00 3535.00 B
18 bb2511 20250929 141.05 ... 141.75 141.90 BB
19 bb2601 20250929 146.40 ... 146.80 147.00 BB
20 bb2603 20250929 147.00 ... 147.00 147.00 BB
21 bb2605 20250929 0.00 ... 141.70 141.70 BB
22 bb2607 20250929 0.00 ... 146.45 146.45 BB
23 bb2609 20250929 0.00 ... 146.45 146.45 BB
24 bz2603 20250929 5919.00 ... 5895.00 5906.00 BZ
25 bz2604 20250929 5886.00 ... 5880.00 5880.00 BZ
26 bz2605 20250929 5939.00 ... 5894.00 5936.00 BZ
27 bz2606 20250929 0.00 ... 5902.00 5936.00 BZ
28 bz2607 20250929 0.00 ... 5880.00 5880.00 BZ
29 bz2608 20250929 0.00 ... 5858.00 5883.00 BZ
30 bz2609 20250929 0.00 ... 5884.00 5884.00 BZ
31 c2511 20250929 2178.00 ... 2171.00 2176.00 C
32 c2601 20250929 2140.00 ... 2137.00 2137.00 C
33 c2603 20250929 2150.00 ... 2150.00 2146.00 C
34 c2605 20250929 2203.00 ... 2206.00 2203.00 C
35 c2607 20250929 2216.00 ... 2216.00 2213.00 C
36 c2609 20250929 2231.00 ... 2230.00 2228.00 C
37 cs2511 20250929 2479.00 ... 2486.00 2485.00 CS
38 cs2601 20250929 2463.00 ... 2461.00 2467.00 CS
39 cs2603 20250929 2464.00 ... 2463.00 2466.00 CS
40 cs2605 20250929 2548.00 ... 2548.00 2547.00 CS
41 cs2607 20250929 2551.00 ... 2553.00 2551.00 CS
42 cs2609 20250929 2583.00 ... 2585.00 2586.00 CS
43 eb2510 20250929 6899.00 ... 6888.00 6899.00 EB
44 eb2511 20250929 6961.00 ... 6939.00 6939.00 EB
45 eb2512 20250929 6968.00 ... 6948.00 6954.00 EB
46 eb2601 20250929 6992.00 ... 6987.00 6980.00 EB
47 eb2602 20250929 7038.00 ... 7020.00 7021.00 EB
48 eb2603 20250929 7071.00 ... 7043.00 7058.00 EB
49 eb2604 20250929 7108.00 ... 7108.00 7103.00 EB
50 eb2605 20250929 7106.00 ... 7099.00 7103.00 EB
51 eb2606 20250929 7151.00 ... 7152.00 7117.00 EB
52 eb2607 20250929 7153.00 ... 7153.00 7134.00 EB
53 eb2608 20250929 7178.00 ... 7178.00 7177.00 EB
54 eb2609 20250929 0.00 ... 7177.00 7177.00 EB
55 eg2510 20250929 4256.00 ... 4268.00 4269.00 EG
56 eg2511 20250929 4224.00 ... 4217.00 4221.00 EG
57 eg2512 20250929 0.00 ... 4218.00 4218.00 EG
58 eg2601 20250929 4215.00 ... 4225.00 4227.00 EG
59 eg2602 20250929 4227.00 ... 4233.00 4231.00 EG
60 eg2603 20250929 4235.00 ... 4237.00 4252.00 EG
61 eg2604 20250929 4262.00 ... 4262.00 4276.00 EG
62 eg2605 20250929 4276.00 ... 4287.00 4285.00 EG
63 eg2606 20250929 4270.00 ... 4270.00 4300.00 EG
64 eg2607 20250929 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250929 0.00 ... 4346.00 4346.00 EG
66 eg2609 20250929 0.00 ... 4367.00 4367.00 EG
67 fb2510 20250929 1260.50 ... 1266.00 1270.00 FB
68 fb2511 20250929 1251.50 ... 1252.00 1254.50 FB
69 fb2512 20250929 1254.00 ... 1253.00 1255.00 FB
70 fb2601 20250929 1256.00 ... 1255.00 1254.50 FB
71 fb2602 20250929 1253.00 ... 1254.50 1253.50 FB
72 fb2603 20250929 1241.00 ... 1240.00 1243.50 FB
73 fb2604 20250929 0.00 ... 1254.50 1254.50 FB
74 fb2605 20250929 0.00 ... 1299.00 1300.50 FB
75 fb2606 20250929 0.00 ... 1276.50 1276.50 FB
76 fb2607 20250929 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250929 0.00 ... 1308.00 1308.00 FB
78 fb2609 20250929 0.00 ... 1296.00 1296.00 FB
79 i2510 20250929 805.00 ... 803.50 813.50 I
80 i2511 20250929 804.00 ... 801.50 809.50 I
81 i2512 20250929 797.50 ... 794.00 805.00 I
82 i2601 20250929 790.00 ... 785.50 796.50 I
83 i2602 20250929 784.50 ... 780.50 790.50 I
84 i2603 20250929 777.50 ... 775.50 787.50 I
85 i2604 20250929 774.50 ... 771.50 784.50 I
86 i2605 20250929 769.50 ... 765.00 776.50 I
87 i2606 20250929 763.00 ... 760.00 772.00 I
88 i2607 20250929 758.00 ... 755.00 767.00 I
89 i2608 20250929 753.50 ... 750.50 763.50 I
90 i2609 20250929 750.50 ... 745.50 755.50 I
91 j2510 20250929 1580.00 ... 1578.50 1619.50 J
92 j2511 20250929 1617.00 ... 1595.50 1643.50 J
93 j2512 20250929 1649.50 ... 1637.50 1684.50 J
94 j2601 20250929 1699.50 ... 1666.50 1718.50 J
95 j2602 20250929 1703.00 ... 1688.00 1747.50 J
96 j2603 20250929 0.00 ... 1725.00 1778.00 J
97 j2604 20250929 1767.50 ... 1767.50 1841.50 J
98 j2605 20250929 1844.50 ... 1808.00 1862.50 J
99 j2606 20250929 1843.00 ... 1830.50 1901.00 J
100 j2607 20250929 1875.00 ... 1875.00 1903.50 J
101 j2608 20250929 1869.50 ... 1869.50 1919.50 J
102 j2609 20250929 1909.00 ... 1890.50 1933.50 J
103 jd2510 20250929 2946.00 ... 2928.00 2952.00 JD
104 jd2511 20250929 3029.00 ... 3028.00 3051.00 JD
105 jd2512 20250929 3170.00 ... 3175.00 3182.00 JD
106 jd2601 20250929 3350.00 ... 3348.00 3360.00 JD
107 jd2602 20250929 3090.00 ... 3090.00 3106.00 JD
108 jd2603 20250929 3125.00 ... 3113.00 3130.00 JD
109 jd2604 20250929 3241.00 ... 3236.00 3253.00 JD
110 jd2605 20250929 3380.00 ... 3386.00 3385.00 JD
111 jd2606 20250929 3225.00 ... 3226.00 3226.00 JD
112 jd2607 20250929 3470.00 ... 3472.00 3470.00 JD
113 jd2608 20250929 3918.00 ... 3921.00 3918.00 JD
114 jd2609 20250929 3793.00 ... 3796.00 3787.00 JD
115 jm2510 20250929 1026.00 ... 1010.50 1037.00 JM
116 jm2511 20250929 1061.00 ... 1034.50 1071.50 JM
117 jm2512 20250929 1131.00 ... 1102.50 1142.00 JM
118 jm2601 20250929 1191.00 ... 1171.50 1214.50 JM
119 jm2602 20250929 1218.00 ... 1194.00 1237.00 JM
120 jm2603 20250929 1237.00 ... 1216.00 1256.50 JM
121 jm2604 20250929 1256.50 ... 1233.50 1278.50 JM
122 jm2605 20250929 1278.50 ... 1258.50 1304.00 JM
123 jm2606 20250929 1295.00 ... 1270.00 1319.00 JM
124 jm2607 20250929 1312.00 ... 1292.00 1333.50 JM
125 jm2608 20250929 1320.00 ... 1310.00 1350.50 JM
126 jm2609 20250929 1350.00 ... 1333.50 1374.00 JM
127 l2510 20250929 7071.00 ... 7091.00 7072.00 L
128 l2511 20250929 7114.00 ... 7114.00 7103.00 L
129 l2512 20250929 7136.00 ... 7150.00 7138.00 L
130 l2601 20250929 7173.00 ... 7174.00 7163.00 L
131 l2602 20250929 7163.00 ... 7168.00 7161.00 L
132 l2603 20250929 7180.00 ... 7188.00 7186.00 L
133 l2604 20250929 7212.00 ... 7221.00 7210.00 L
134 l2605 20250929 7200.00 ... 7213.00 7200.00 L
135 l2606 20250929 7203.00 ... 7214.00 7208.00 L
136 l2607 20250929 7209.00 ... 7219.00 7227.00 L
137 l2608 20250929 7229.00 ... 7240.00 7245.00 L
138 l2609 20250929 7228.00 ... 7237.00 7228.00 L
139 lg2511 20250929 808.50 ... 809.00 807.50 LG
140 lg2601 20250929 819.50 ... 820.50 820.50 LG
141 lg2603 20250929 826.00 ... 826.50 825.50 LG
142 lg2605 20250929 828.50 ... 827.50 828.50 LG
143 lg2607 20250929 830.00 ... 828.50 829.50 LG
144 lg2609 20250929 820.50 ... 820.50 816.50 LG
145 lh2511 20250929 12550.00 ... 12345.00 12625.00 LH
146 lh2601 20250929 13045.00 ... 12835.00 13180.00 LH
147 lh2603 20250929 12580.00 ... 12450.00 12660.00 LH
148 lh2605 20250929 12980.00 ... 12845.00 13070.00 LH
149 lh2607 20250929 13600.00 ... 13360.00 13655.00 LH
150 lh2609 20250929 14000.00 ... 13980.00 14220.00 LH
151 m2511 20250929 2906.00 ... 2906.00 2916.00 M
152 m2512 20250929 2951.00 ... 2945.00 2960.00 M
153 m2601 20250929 2938.00 ... 2937.00 2949.00 M
154 m2603 20250929 2918.00 ... 2913.00 2921.00 M
155 m2605 20250929 2753.00 ... 2749.00 2755.00 M
156 m2607 20250929 2739.00 ... 2735.00 2744.00 M
157 m2608 20250929 2858.00 ... 2854.00 2860.00 M
158 m2609 20250929 2858.00 ... 2857.00 2863.00 M
159 p2510 20250929 9126.00 ... 9102.00 9126.00 P
160 p2511 20250929 9168.00 ... 9188.00 9208.00 P
161 p2512 20250929 9194.00 ... 9204.00 9232.00 P
162 p2601 20250929 9236.00 ... 9234.00 9266.00 P
163 p2602 20250929 9216.00 ... 9224.00 9218.00 P
164 p2603 20250929 9188.00 ... 9196.00 9160.00 P
165 p2604 20250929 9150.00 ... 9152.00 9154.00 P
166 p2605 20250929 9060.00 ... 9056.00 9076.00 P
167 p2606 20250929 8986.00 ... 8978.00 8978.00 P
168 p2607 20250929 8888.00 ... 8880.00 8876.00 P
169 p2608 20250929 8768.00 ... 8770.00 8776.00 P
170 p2609 20250929 8676.00 ... 8676.00 8686.00 P
171 pg2510 20250929 4438.00 ... 4448.00 4432.00 PG
172 pg2511 20250929 4302.00 ... 4295.00 4285.00 PG
173 pg2512 20250929 4218.00 ... 4213.00 4215.00 PG
174 pg2601 20250929 4155.00 ... 4143.00 4150.00 PG
175 pg2602 20250929 4089.00 ... 4077.00 4085.00 PG
176 pg2603 20250929 4006.00 ... 3996.00 4003.00 PG
177 pg2604 20250929 4364.00 ... 4352.00 4367.00 PG
178 pg2605 20250929 4270.00 ... 4268.00 4285.00 PG
179 pg2606 20250929 0.00 ... 4212.00 4228.00 PG
180 pg2607 20250929 4153.00 ... 4156.00 4154.00 PG
181 pg2608 20250929 4120.00 ... 4101.00 4109.00 PG
182 pg2609 20250929 4098.00 ... 4093.00 4093.00 PG
183 pp2510 20250929 6786.00 ... 6782.00 6795.00 PP
184 pp2511 20250929 6840.00 ... 6823.00 6830.00 PP
185 pp2512 20250929 6869.00 ... 6862.00 6869.00 PP
186 pp2601 20250929 6899.00 ... 6899.00 6900.00 PP
187 pp2602 20250929 6892.00 ... 6888.00 6889.00 PP
188 pp2603 20250929 6884.00 ... 6890.00 6890.00 PP
189 pp2604 20250929 6917.00 ... 6932.00 6917.00 PP
190 pp2605 20250929 6942.00 ... 6940.00 6944.00 PP
191 pp2606 20250929 6908.00 ... 6908.00 6921.00 PP
192 pp2607 20250929 6865.00 ... 6873.00 6893.00 PP
193 pp2608 20250929 6874.00 ... 6884.00 6900.00 PP
194 pp2609 20250929 6906.00 ... 6915.00 6924.00 PP
195 rr2510 20250929 3623.00 ... 3619.00 3623.00 RR
196 rr2511 20250929 3614.00 ... 3613.00 3613.00 RR
197 rr2512 20250929 3617.00 ... 3610.00 3614.00 RR
198 rr2601 20250929 3621.00 ... 3619.00 3620.00 RR
199 rr2602 20250929 3608.00 ... 3609.00 3606.00 RR
200 rr2603 20250929 3616.00 ... 3613.00 3614.00 RR
201 rr2604 20250929 3621.00 ... 3616.00 3616.00 RR
202 rr2605 20250929 3618.00 ... 3615.00 3618.00 RR
203 rr2606 20250929 0.00 ... 3600.00 3600.00 RR
204 rr2607 20250929 0.00 ... 3609.00 3609.00 RR
205 rr2608 20250929 0.00 ... 3614.00 3614.00 RR
206 rr2609 20250929 0.00 ... 3623.00 3614.00 RR
207 v2510 20250929 4788.00 ... 4780.00 4788.00 V
208 v2511 20250929 4812.00 ... 4808.00 4817.00 V
209 v2512 20250929 4848.00 ... 4850.00 4858.00 V
210 v2601 20250929 4894.00 ... 4895.00 4902.00 V
211 v2602 20250929 4932.00 ... 4934.00 4941.00 V
212 v2603 20250929 4959.00 ... 4964.00 4971.00 V
213 v2604 20250929 5158.00 ... 5165.00 5174.00 V
214 v2605 20250929 5192.00 ... 5202.00 5205.00 V
215 v2606 20250929 5220.00 ... 5239.00 5248.00 V
216 v2607 20250929 5263.00 ... 5263.00 5277.00 V
217 v2608 20250929 5296.00 ... 5296.00 5302.00 V
218 v2609 20250929 5336.00 ... 5331.00 5341.00 V
219 y2511 20250929 8160.00 ... 8166.00 8202.00 Y
220 y2512 20250929 8202.00 ... 8210.00 8248.00 Y
221 y2601 20250929 8150.00 ... 8154.00 8192.00 Y
222 y2603 20250929 8112.00 ... 8114.00 8140.00 Y
223 y2605 20250929 7932.00 ... 7932.00 7946.00 Y
224 y2607 20250929 7888.00 ... 7882.00 7908.00 Y
225 y2608 20250929 7884.00 ... 7878.00 7896.00 Y
226 y2609 20250929 7850.00 ... 7858.00 7876.00 Y
[227 rows x 12 columns]
2025-09-29 18:26:32,609 - future_1d - INFO - ak.get_dce_daily('2025-09-29') done
2025-09-29 18:26:34,372 - future_1d - INFO - save future_daily 2025-09-29 completed