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]
2025-10-09 18:26:28,007 - future_1d - INFO - ak.get_dce_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]
2025-10-09 18:26:28,359 - future_1d - INFO - ak.get_czce_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]
2025-10-09 18:26:28,756 - future_1d - INFO - ak.get_cffex_daily('2025-09-29') done
2025-10-09 18:26:30,534 - future_1d - INFO - save future_daily 2025-09-29 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250930 ... 83220 82180 CU
1 1 CU2511 20250930 ... 83260 82070 CU
2 2 CU2512 20250930 ... 83250 82100 CU
3 3 CU2601 20250930 ... 83220 82020 CU
4 4 CU2602 20250930 ... 83200 82030 CU
5 5 CU2603 20250930 ... 83150 81970 CU
6 6 CU2604 20250930 ... 83070 81960 CU
7 7 CU2605 20250930 ... 83010 82020 CU
8 8 CU2606 20250930 ... 82870 81880 CU
9 9 CU2607 20250930 ... 82910 81790 CU
10 10 CU2608 20250930 ... 82750 81840 CU
11 11 CU2609 20250930 ... 82840 81780 CU
12 12 BC2510 20250930 ... 73830 72820 BC
13 13 BC2511 20250930 ... 74070 73040 BC
14 14 BC2512 20250930 ... 74340 73080 BC
15 15 BC2601 20250930 ... 73700 73160 BC
16 16 BC2602 20250930 ... 73700 73080 BC
17 17 BC2603 20250930 ... 74550 73290 BC
18 18 BC2604 20250930 ... 73400 73000 BC
19 19 BC2605 20250930 ... 72900 72900 BC
20 20 BC2606 20250930 ... 72960 72960 BC
21 21 BC2607 20250930 ... 72900 72900 BC
22 22 BC2608 20250930 ... 73280 73000 BC
23 23 BC2609 20250930 ... 73400 73000 BC
24 24 AL2510 20250930 ... 20745 20695 AL
25 25 AL2511 20250930 ... 20755 20705 AL
26 26 AL2512 20250930 ... 20755 20710 AL
27 27 AL2601 20250930 ... 20760 20715 AL
28 28 AL2602 20250930 ... 20755 20710 AL
29 29 AL2603 20250930 ... 20775 20740 AL
30 30 AL2604 20250930 ... 20820 20780 AL
31 31 AL2605 20250930 ... 20830 20785 AL
32 32 AL2606 20250930 ... 20840 20785 AL
33 33 AL2607 20250930 ... 20825 20775 AL
34 34 AL2608 20250930 ... 20825 20790 AL
35 35 AL2609 20250930 ... 20810 20800 AL
36 36 ZN2510 20250930 ... 21870 21705 ZN
37 37 ZN2511 20250930 ... 21935 21755 ZN
38 38 ZN2512 20250930 ... 21950 21770 ZN
39 39 ZN2601 20250930 ... 21985 21800 ZN
40 40 ZN2602 20250930 ... 22010 21830 ZN
41 41 ZN2603 20250930 ... 22020 21845 ZN
42 42 ZN2604 20250930 ... 22055 21890 ZN
43 43 ZN2605 20250930 ... 22125 21925 ZN
44 44 ZN2606 20250930 ... 22170 21930 ZN
45 45 ZN2607 20250930 ... 22170 21965 ZN
46 46 ZN2608 20250930 ... 22175 21985 ZN
47 47 ZN2609 20250930 ... 22245 22075 ZN
48 48 PB2510 20250930 ... 16895 16965 PB
49 49 PB2511 20250930 ... 16930 16965 PB
50 50 PB2512 20250930 ... 16955 16980 PB
51 51 PB2601 20250930 ... 16970 16990 PB
52 52 PB2602 20250930 ... 16970 16960 PB
53 53 PB2603 20250930 ... 16985 16970 PB
54 54 PB2604 20250930 ... 17015 17015 PB
55 55 PB2605 20250930 ... 17025 17045 PB
56 56 PB2606 20250930 ... 17020 17025 PB
57 57 PB2607 20250930 ... 17020 17175 PB
58 58 PB2608 20250930 ... 17030 17080 PB
59 59 PB2609 20250930 ... 17050 17230 PB
60 60 NI2510 20250930 ... 121200 120770 NI
61 61 NI2511 20250930 ... 121580 121050 NI
62 62 NI2512 20250930 ... 121720 121260 NI
63 63 NI2601 20250930 ... 121920 121460 NI
64 64 NI2602 20250930 ... 121980 121730 NI
65 65 NI2603 20250930 ... 122290 121850 NI
66 66 NI2604 20250930 ... 122630 122110 NI
67 67 NI2605 20250930 ... 122780 122330 NI
68 68 NI2606 20250930 ... 122720 122550 NI
69 69 NI2607 20250930 ... 123310 122790 NI
70 70 NI2608 20250930 ... 123760 123120 NI
71 71 NI2609 20250930 ... 124310 123490 NI
72 72 SN2510 20250930 ... 278060 272130 SN
73 73 SN2511 20250930 ... 278760 272520 SN
74 74 SN2512 20250930 ... 278700 272770 SN
75 75 SN2601 20250930 ... 278760 272990 SN
76 76 SN2602 20250930 ... 278620 272820 SN
77 77 SN2603 20250930 ... 278480 272840 SN
78 78 SN2604 20250930 ... 279250 273300 SN
79 79 SN2605 20250930 ... 277730 273470 SN
80 80 SN2606 20250930 ... 277860 274360 SN
81 81 SN2607 20250930 ... 278390 274550 SN
82 82 SN2608 20250930 ... 279230 274910 SN
83 83 SN2609 20250930 ... 279080 274820 SN
84 84 AO2510 20250930 ... 2835 2850 AO
85 85 AO2511 20250930 ... 2854 2866 AO
86 86 AO2512 20250930 ... 2868 2884 AO
87 87 AO2601 20250930 ... 2883 2893 AO
88 88 AO2602 20250930 ... 2897 2904 AO
89 89 AO2603 20250930 ... 2966 2976 AO
90 90 AO2604 20250930 ... 2967 2986 AO
91 91 AO2605 20250930 ... 2974 2987 AO
92 92 AO2606 20250930 ... 2980 2997 AO
93 93 AO2607 20250930 ... 2987 3001 AO
94 94 AO2608 20250930 ... 3002 3009 AO
95 95 AO2609 20250930 ... 3017 3027 AO
96 96 AD2511 20250930 ... 20250 20215 AD
97 97 AD2512 20250930 ... 20290 20280 AD
98 98 AD2601 20250930 ... 20330 20310 AD
99 99 AD2602 20250930 ... 20350 20320 AD
100 100 AD2603 20250930 ... 20325 20335 AD
101 101 AD2604 20250930 ... 20310 20320 AD
102 102 AD2605 20250930 ... 20310 20310 AD
103 103 AD2606 20250930 ... 20325 20330 AD
104 104 AD2607 20250930 ... 20510 20510 AD
105 105 AD2608 20250930 ... 20515 20515 AD
106 106 AD2609 20250930 ... 20335 20335 AD
107 107 AU2510 20250930 ... 870.54 858 AU
108 108 AU2511 20250930 ... 871.26 858.82 AU
109 109 AU2512 20250930 ... 872.3 861.66 AU
110 110 AU2602 20250930 ... 875.08 863.72 AU
111 111 AU2604 20250930 ... 876.98 865.32 AU
112 112 AU2606 20250930 ... 879.94 868.74 AU
113 113 AU2608 20250930 ... 880.24 871.46 AU
114 114 AU2610 20250930 ... 885.3 874.82 AU
115 115 AG2510 20250930 ... 10901 10776 AG
116 116 AG2511 20250930 ... 10916 10819 AG
117 117 AG2512 20250930 ... 10926 10835 AG
118 118 AG2601 20250930 ... 10935 10830 AG
119 119 AG2602 20250930 ... 10953 10855 AG
120 120 AG2603 20250930 ... 10957 10850 AG
121 121 AG2604 20250930 ... 10964 10870 AG
122 122 AG2605 20250930 ... 10989 10879 AG
123 123 AG2606 20250930 ... 10993 10888 AG
124 124 AG2607 20250930 ... 11015 10914 AG
125 125 AG2608 20250930 ... 11009 10902 AG
126 126 AG2609 20250930 ... 11036 10935 AG
127 127 RB2510 20250930 ... 3001 3016 RB
128 128 RB2511 20250930 ... 3021 3032 RB
129 129 RB2512 20250930 ... 3074 3090 RB
130 130 RB2601 20250930 ... 3090 3107 RB
131 131 RB2602 20250930 ... 3095 3111 RB
132 132 RB2603 20250930 ... 3106 3125 RB
133 133 RB2604 20250930 ... 3130 3146 RB
134 134 RB2605 20250930 ... 3144 3164 RB
135 135 RB2606 20250930 ... 3159 3182 RB
136 136 RB2607 20250930 ... 3177 3188 RB
137 137 RB2608 20250930 ... 3175 3194 RB
138 138 RB2609 20250930 ... 3186 3200 RB
139 139 WR2510 20250930 ... 3069 3205 WR
140 140 WR2511 20250930 ... 3300 3300 WR
141 141 WR2512 20250930 ... 3309 3309 WR
142 142 WR2601 20250930 ... 3307 3314 WR
143 143 WR2602 20250930 ... 3301 3301 WR
144 144 WR2603 20250930 ... 3329 3351 WR
145 145 WR2604 20250930 ... 3339 3340 WR
146 146 WR2605 20250930 ... 3248 3386 WR
147 147 WR2606 20250930 ... 3296 3367 WR
148 148 WR2607 20250930 ... 3390 3390 WR
149 149 WR2608 20250930 ... 3408 3378 WR
150 150 WR2609 20250930 ... 3430 3458 WR
151 151 HC2510 20250930 ... 3380 3395 HC
152 152 HC2511 20250930 ... 3329 3352 HC
153 153 HC2512 20250930 ... 3300 3335 HC
154 154 HC2601 20250930 ... 3274 3304 HC
155 155 HC2602 20250930 ... 3270 3304 HC
156 156 HC2603 20250930 ... 3279 3306 HC
157 157 HC2604 20250930 ... 3279 3311 HC
158 158 HC2605 20250930 ... 3276 3310 HC
159 159 HC2606 20250930 ... 3274 3316 HC
160 160 HC2607 20250930 ... 3291 3318 HC
161 161 HC2608 20250930 ... 3293 3327 HC
162 162 HC2609 20250930 ... 3306 3333 HC
163 163 SS2510 20250930 ... 12650 12670 SS
164 164 SS2511 20250930 ... 12785 12785 SS
165 165 SS2512 20250930 ... 12800 12810 SS
166 166 SS2601 20250930 ... 12865 12880 SS
167 167 SS2602 20250930 ... 12915 12930 SS
168 168 SS2603 20250930 ... 13025 13035 SS
169 169 SS2604 20250930 ... 13105 13100 SS
170 170 SS2605 20250930 ... 13160 13170 SS
171 171 SS2606 20250930 ... 13230 13230 SS
172 172 SS2607 20250930 ... 13280 13290 SS
173 173 SS2608 20250930 ... 13340 13350 SS
174 174 SS2609 20250930 ... 13385 13410 SS
175 175 SC2510 20250930 ... 479.7 486.4 SC
176 176 SC2511 20250930 ... 480.5 494.5 SC
177 177 SC2512 20250930 ... 482 495.1 SC
178 178 SC2601 20250930 ... 481.6 494.9 SC
179 179 SC2602 20250930 ... 481.1 493.7 SC
180 180 SC2603 20250930 ... 480.5 491.7 SC
181 181 SC2604 20250930 ... 480.4 490.3 SC
182 182 SC2605 20250930 ... 482.3 489.6 SC
183 183 SC2606 20250930 ... 479.5 490 SC
184 184 SC2607 20250930 ... 478.7 490.4 SC
185 185 SC2608 20250930 ... 477.6 492.8 SC
186 186 SC2609 20250930 ... 478.3 489 SC
187 187 SC2612 20250930 ... 473.7 475.2 SC
188 188 SC2703 20250930 ... 472.1 472.1 SC
189 189 SC2706 20250930 ... 473 477 SC
190 190 SC2709 20250930 ... 476.2 477 SC
191 191 SC2712 20250930 ... 474 479.2 SC
192 192 SC2803 20250930 ... 475.1 475.1 SC
193 193 SC2806 20250930 ... 465.8 473.5 SC
194 194 SC2809 20250930 ... 465.9 472.1 SC
195 195 LU2510 20250930 ... 3450 3450 LU
196 196 LU2511 20250930 ... 3402 3482 LU
197 197 LU2512 20250930 ... 3417 3494 LU
198 198 LU2601 20250930 ... 3398 3481 LU
199 199 LU2602 20250930 ... 3400 3455 LU
200 200 LU2603 20250930 ... 3375 3456 LU
201 201 LU2604 20250930 ... 3371 3439 LU
202 202 LU2605 20250930 ... 3358 3440 LU
203 203 LU2606 20250930 ... 3361 3459 LU
204 204 LU2607 20250930 ... 3353 3439 LU
205 205 LU2608 20250930 ... 3329 3420 LU
206 206 LU2609 20250930 ... 3317 3409 LU
207 207 FU2510 20250930 ... 3044 3025 FU
208 208 FU2511 20250930 ... 2995 3057 FU
209 209 FU2512 20250930 ... 2911 2977 FU
210 210 FU2601 20250930 ... 2870 2937 FU
211 211 FU2602 20250930 ... 2846 2912 FU
212 212 FU2603 20250930 ... 2833 2900 FU
213 213 FU2604 20250930 ... 2822 2885 FU
214 214 FU2605 20250930 ... 2807 2870 FU
215 215 FU2606 20250930 ... 2791 2849 FU
216 216 FU2607 20250930 ... 2764 2818 FU
217 217 FU2608 20250930 ... 2732 2785 FU
218 218 FU2609 20250930 ... 2718 2764 FU
219 219 BU2510 20250930 ... 3444 3471 BU
220 220 BU2511 20250930 ... 3427 3454 BU
221 221 BU2512 20250930 ... 3378 3411 BU
222 222 BU2601 20250930 ... 3359 3395 BU
223 223 BU2602 20250930 ... 3366 3399 BU
224 224 BU2603 20250930 ... 3365 3412 BU
225 225 BU2604 20250930 ... 3368 3400 BU
226 226 BU2605 20250930 ... 3374 3412 BU
227 227 BU2606 20250930 ... 3369 3403 BU
228 228 BU2607 20250930 ... 3381 3407 BU
229 229 BU2608 20250930 ... 3378 3394 BU
230 230 BU2609 20250930 ... 3368 3396 BU
231 231 BU2612 20250930 ... 3308 3337 BU
232 232 BU2703 20250930 ... 3311 3347 BU
233 233 BU2706 20250930 ... 3306 3346 BU
234 234 BU2709 20250930 ... 3299 3360 BU
235 235 BR2510 20250930 ... 11230 11320 BR
236 236 BR2511 20250930 ... 11175 11285 BR
237 237 BR2512 20250930 ... 11165 11280 BR
238 238 BR2601 20250930 ... 11165 11270 BR
239 239 BR2602 20250930 ... 11170 11245 BR
240 240 BR2603 20250930 ... 11170 11355 BR
241 241 BR2604 20250930 ... 11175 11320 BR
242 242 BR2605 20250930 ... 11235 11345 BR
243 243 BR2606 20250930 ... 11270 11350 BR
244 244 BR2607 20250930 ... 11375 11490 BR
245 245 BR2608 20250930 ... 11410 11490 BR
246 246 BR2609 20250930 ... 11355 11565 BR
247 247 RU2510 20250930 ... 14265 14475 RU
248 248 RU2511 20250930 ... 14365 14475 RU
249 249 RU2601 20250930 ... 15180 15340 RU
250 250 RU2603 20250930 ... 15155 15325 RU
251 251 RU2604 20250930 ... 15150 15335 RU
252 252 RU2605 20250930 ... 15165 15305 RU
253 253 RU2606 20250930 ... 15175 15240 RU
254 254 RU2607 20250930 ... 15150 15350 RU
255 255 RU2608 20250930 ... 15095 15410 RU
256 256 RU2609 20250930 ... 15145 15290 RU
257 257 NR2510 20250930 ... 12200 12370 NR
258 258 NR2511 20250930 ... 12240 12370 NR
259 259 NR2512 20250930 ... 12255 12375 NR
260 260 NR2601 20250930 ... 12285 12405 NR
261 261 NR2602 20250930 ... 12260 12405 NR
262 262 NR2603 20250930 ... 12280 12365 NR
263 263 NR2604 20250930 ... 12285 12435 NR
264 264 NR2605 20250930 ... 12350 12425 NR
265 265 NR2606 20250930 ... 12415 12430 NR
266 266 NR2607 20250930 ... 12535 12550 NR
267 267 NR2608 20250930 ... 12555 12555 NR
268 268 NR2609 20250930 ... 12510 12510 NR
269 269 SP2510 20250930 ... 4808 4866 SP
270 270 SP2511 20250930 ... 4856 4922 SP
271 271 SP2512 20250930 ... 4874 4940 SP
272 272 SP2601 20250930 ... 5142 5204 SP
273 273 SP2602 20250930 ... 5140 5202 SP
274 274 SP2603 20250930 ... 5160 5218 SP
275 275 SP2604 20250930 ... 5168 5250 SP
276 276 SP2605 20250930 ... 5182 5242 SP
277 277 SP2606 20250930 ... 5198 5248 SP
278 278 SP2607 20250930 ... 5194 5244 SP
279 279 SP2608 20250930 ... 5212 5262 SP
280 280 SP2609 20250930 ... 5212 5258 SP
281 281 OP2601 20250930 ... 4232 4232 OP
282 282 OP2602 20250930 ... 4218 4228 OP
283 283 OP2603 20250930 ... 4258 4250 OP
284 284 OP2604 20250930 ... 4276 4262 OP
285 285 OP2605 20250930 ... 4266 4266 OP
286 286 OP2606 20250930 ... 4236 4236 OP
287 287 OP2607 20250930 ... 4238 4238 OP
288 288 OP2608 20250930 ... 4238 4238 OP
289 289 OP2609 20250930 ... 4330 4330 OP
290 290 EC2510 20250930 ... 1122.1 1122 EC
291 291 EC2512 20250930 ... 1719.1 1735 EC
292 292 EC2602 20250930 ... 1628.2 1644.7 EC
293 293 EC2604 20250930 ... 1243.6 1253.1 EC
294 294 EC2606 20250930 ... 1445.6 1453.8 EC
295 295 EC2608 20250930 ... 1595.7 1598.9 EC
296 296 SC_TAS2511 20250930 ... SC_TAS
297 297 SC_TAS2512 20250930 ... SC_TAS
298 298 SC_TAS2601 20250930 ... SC_TAS
[299 rows x 13 columns]
2025-10-09 18:26:38,113 - future_1d - INFO - ak.get_shfe_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 SC2510 20250930 480.1 ... 479.7 486.4 SC
1 SC2511 20250930 487.6 ... 480.5 494.5 SC
2 SC2512 20250930 489.6 ... 482 495.1 SC
3 SC2601 20250930 489.7 ... 481.6 494.9 SC
4 SC2602 20250930 487.4 ... 481.1 493.7 SC
5 SC2603 20250930 486.3 ... 480.5 491.7 SC
6 SC2604 20250930 486 ... 480.4 490.3 SC
7 SC2605 20250930 486 ... 482.3 489.6 SC
8 SC2606 20250930 484.8 ... 479.5 490 SC
9 SC2607 20250930 480.8 ... 478.7 490.4 SC
10 SC2608 20250930 481 ... 477.6 492.8 SC
11 SC2609 20250930 478.3 ... 478.3 489 SC
12 SC2612 20250930 473.1 ... 473.7 475.2 SC
13 SC2703 20250930 ... 472.1 472.1 SC
14 SC2706 20250930 ... 473 477 SC
15 SC2709 20250930 ... 476.2 477 SC
16 SC2712 20250930 ... 474 479.2 SC
17 SC2803 20250930 ... 475.1 475.1 SC
18 SC2806 20250930 466 ... 465.8 473.5 SC
19 SC2809 20250930 466 ... 465.9 472.1 SC
21 LU2510 20250930 ... 3450 3450 LU
22 LU2511 20250930 3455 ... 3402 3482 LU
23 LU2512 20250930 3455 ... 3417 3494 LU
24 LU2601 20250930 3443 ... 3398 3481 LU
25 LU2602 20250930 3424 ... 3400 3455 LU
26 LU2603 20250930 3418 ... 3375 3456 LU
27 LU2604 20250930 3377 ... 3371 3439 LU
28 LU2605 20250930 3386 ... 3358 3440 LU
29 LU2606 20250930 3375 ... 3361 3459 LU
30 LU2607 20250930 3369 ... 3353 3439 LU
31 LU2608 20250930 3351 ... 3329 3420 LU
32 LU2609 20250930 3350 ... 3317 3409 LU
34 NR2510 20250930 12420 ... 12200 12370 NR
35 NR2511 20250930 12420 ... 12240 12370 NR
36 NR2512 20250930 12440 ... 12255 12375 NR
37 NR2601 20250930 12440 ... 12285 12405 NR
38 NR2602 20250930 12340 ... 12260 12405 NR
39 NR2603 20250930 12405 ... 12280 12365 NR
40 NR2604 20250930 12385 ... 12285 12435 NR
41 NR2605 20250930 12380 ... 12350 12425 NR
42 NR2606 20250930 12415 ... 12415 12430 NR
43 NR2607 20250930 ... 12535 12550 NR
44 NR2608 20250930 ... 12555 12555 NR
45 NR2609 20250930 ... 12510 12510 NR
47 BC2510 20250930 73130 ... 73830 72820 BC
48 BC2511 20250930 73270 ... 74070 73040 BC
49 BC2512 20250930 74120 ... 74340 73080 BC
50 BC2601 20250930 ... 73700 73160 BC
51 BC2602 20250930 ... 73700 73080 BC
52 BC2603 20250930 74550 ... 74550 73290 BC
53 BC2604 20250930 ... 73400 73000 BC
54 BC2605 20250930 ... 72900 72900 BC
55 BC2606 20250930 ... 72960 72960 BC
56 BC2607 20250930 ... 72900 72900 BC
57 BC2608 20250930 ... 73280 73000 BC
58 BC2609 20250930 73400 ... 73400 73000 BC
60 EC2510 20250930 1112.2 ... 1122.1 1122 EC
61 EC2512 20250930 1748 ... 1719.1 1735 EC
62 EC2602 20250930 1647.5 ... 1628.2 1644.7 EC
63 EC2604 20250930 1240 ... 1243.6 1253.1 EC
64 EC2606 20250930 1440 ... 1445.6 1453.8 EC
65 EC2608 20250930 1590 ... 1595.7 1598.9 EC
68 SC_TAS2511 20250930 ... SC_TAS
69 SC_TAS2512 20250930 ... SC_TAS
70 SC_TAS2601 20250930 ... SC_TAS
[65 rows x 12 columns]
2025-10-09 18:26:38,174 - future_1d - INFO - ak.get_ine_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 PS2510 20250930 51510.0 ... 50845.0 51180.0 PS
1 PS2511 20250930 51425.0 ... 50765.0 50825.0 PS
2 PS2512 20250930 53620.0 ... 53270.0 53265.0 PS
3 PS2601 20250930 53215.0 ... 52955.0 52840.0 PS
4 PS2602 20250930 53215.0 ... 52730.0 52755.0 PS
5 PS2603 20250930 52755.0 ... 52665.0 52695.0 PS
6 PS2604 20250930 52705.0 ... 52665.0 52835.0 PS
7 PS2605 20250930 53040.0 ... 52670.0 52525.0 PS
8 PS2606 20250930 55000.0 ... 54735.0 54545.0 PS
9 PS2607 20250930 54945.0 ... 54590.0 54395.0 PS
10 PS2608 20250930 54000.0 ... 54375.0 54205.0 PS
11 PS2609 20250930 53895.0 ... 54400.0 54000.0 PS
13 SI2510 20250930 8610.0 ... 8660.0 8675.0 SI
14 SI2511 20250930 8615.0 ... 8665.0 8655.0 SI
15 SI2512 20250930 9030.0 ... 9050.0 9045.0 SI
16 SI2601 20250930 8960.0 ... 9000.0 8995.0 SI
17 SI2602 20250930 9000.0 ... 9005.0 9000.0 SI
18 SI2603 20250930 9030.0 ... 9020.0 9020.0 SI
19 SI2604 20250930 9035.0 ... 9030.0 9035.0 SI
20 SI2605 20250930 9045.0 ... 9035.0 9035.0 SI
21 SI2606 20250930 9040.0 ... 9050.0 9080.0 SI
22 SI2607 20250930 9070.0 ... 9060.0 9070.0 SI
23 SI2608 20250930 9080.0 ... 9085.0 9055.0 SI
24 SI2609 20250930 9105.0 ... 9085.0 9075.0 SI
27 LC2510 20250930 74400.0 ... 73340.0 72720.0 LC
28 LC2511 20250930 73980.0 ... 73140.0 73700.0 LC
29 LC2512 20250930 73360.0 ... 73220.0 73780.0 LC
30 LC2601 20250930 73960.0 ... 73160.0 73640.0 LC
31 LC2602 20250930 73560.0 ... 72800.0 73500.0 LC
32 LC2603 20250930 73520.0 ... 72800.0 73440.0 LC
33 LC2604 20250930 73820.0 ... 73200.0 73840.0 LC
34 LC2605 20250930 73720.0 ... 73280.0 73680.0 LC
35 LC2606 20250930 73620.0 ... 73100.0 73500.0 LC
36 LC2607 20250930 74000.0 ... 72960.0 73380.0 LC
37 LC2608 20250930 73680.0 ... 73120.0 73480.0 LC
38 LC2609 20250930 73520.0 ... 73100.0 73320.0 LC
[36 rows x 12 columns]
2025-10-09 18:26:38,390 - future_1d - INFO - ak.get_gfex_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 a2511 20250930 3939.00 ... 3929.00 3931.00 A
1 a2601 20250930 3895.00 ... 3903.00 3897.00 A
2 a2603 20250930 3897.00 ... 3903.00 3897.00 A
3 a2605 20250930 3930.00 ... 3935.00 3929.00 A
4 a2607 20250930 3932.00 ... 3933.00 3927.00 A
5 a2609 20250930 3927.00 ... 3938.00 3932.00 A
6 b2510 20250930 3613.00 ... 3607.00 3628.00 B
7 b2511 20250930 3598.00 ... 3599.00 3605.00 B
8 b2512 20250930 3614.00 ... 3615.00 3629.00 B
9 b2601 20250930 3608.00 ... 3616.00 3629.00 B
10 b2602 20250930 3631.00 ... 3630.00 3641.00 B
11 b2603 20250930 3600.00 ... 3589.00 3606.00 B
12 b2604 20250930 3494.00 ... 3491.00 3508.00 B
13 b2605 20250930 3430.00 ... 3425.00 3440.00 B
14 b2606 20250930 3404.00 ... 3395.00 3412.00 B
15 b2607 20250930 3410.00 ... 3396.00 3414.00 B
16 b2608 20250930 3505.00 ... 3497.00 3513.00 B
17 b2609 20250930 3520.00 ... 3520.00 3530.00 B
18 bb2511 20250930 141.95 ... 141.90 141.75 BB
19 bb2601 20250930 146.85 ... 146.90 146.80 BB
20 bb2603 20250930 146.90 ... 147.05 147.00 BB
21 bb2605 20250930 0.00 ... 141.70 141.70 BB
22 bb2607 20250930 0.00 ... 146.45 146.45 BB
23 bb2609 20250930 0.00 ... 146.45 146.45 BB
24 bz2603 20250930 5880.00 ... 5801.00 5895.00 BZ
25 bz2604 20250930 5805.00 ... 5779.00 5880.00 BZ
26 bz2605 20250930 5830.00 ... 5808.00 5894.00 BZ
27 bz2606 20250930 0.00 ... 5878.00 5902.00 BZ
28 bz2607 20250930 0.00 ... 5874.00 5880.00 BZ
29 bz2608 20250930 0.00 ... 5836.00 5858.00 BZ
30 bz2609 20250930 0.00 ... 5884.00 5884.00 BZ
31 c2511 20250930 2154.00 ... 2147.00 2171.00 C
32 c2601 20250930 2134.00 ... 2128.00 2137.00 C
33 c2603 20250930 2147.00 ... 2141.00 2150.00 C
34 c2605 20250930 2201.00 ... 2198.00 2206.00 C
35 c2607 20250930 2214.00 ... 2210.00 2216.00 C
36 c2609 20250930 2228.00 ... 2226.00 2230.00 C
37 cs2511 20250930 2482.00 ... 2470.00 2486.00 CS
38 cs2601 20250930 2460.00 ... 2452.00 2461.00 CS
39 cs2603 20250930 2462.00 ... 2456.00 2463.00 CS
40 cs2605 20250930 2545.00 ... 2539.00 2548.00 CS
41 cs2607 20250930 2547.00 ... 2544.00 2553.00 CS
42 cs2609 20250930 2582.00 ... 2582.00 2585.00 CS
43 eb2510 20250930 6864.00 ... 6763.00 6888.00 EB
44 eb2511 20250930 6903.00 ... 6838.00 6939.00 EB
45 eb2512 20250930 6928.00 ... 6848.00 6948.00 EB
46 eb2601 20250930 6960.00 ... 6874.00 6987.00 EB
47 eb2602 20250930 6996.00 ... 6914.00 7020.00 EB
48 eb2603 20250930 7000.00 ... 6980.00 7043.00 EB
49 eb2604 20250930 7008.00 ... 6997.00 7108.00 EB
50 eb2605 20250930 7046.00 ... 6998.00 7099.00 EB
51 eb2606 20250930 7029.00 ... 7024.00 7152.00 EB
52 eb2607 20250930 7027.00 ... 7027.00 7153.00 EB
53 eb2608 20250930 7085.00 ... 7064.00 7178.00 EB
54 eb2609 20250930 7053.00 ... 7037.00 7177.00 EB
55 eg2510 20250930 4257.00 ... 4246.00 4268.00 EG
56 eg2511 20250930 4211.00 ... 4197.00 4217.00 EG
57 eg2512 20250930 4204.00 ... 4194.00 4218.00 EG
58 eg2601 20250930 4233.00 ... 4200.00 4225.00 EG
59 eg2602 20250930 4199.00 ... 4213.00 4233.00 EG
60 eg2603 20250930 4215.00 ... 4219.00 4237.00 EG
61 eg2604 20250930 4250.00 ... 4257.00 4262.00 EG
62 eg2605 20250930 4283.00 ... 4268.00 4287.00 EG
63 eg2606 20250930 4271.00 ... 4268.00 4270.00 EG
64 eg2607 20250930 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250930 0.00 ... 4345.00 4346.00 EG
66 eg2609 20250930 0.00 ... 4315.00 4367.00 EG
67 fb2510 20250930 1261.00 ... 1269.00 1266.00 FB
68 fb2511 20250930 1251.50 ... 1251.00 1252.00 FB
69 fb2512 20250930 1252.00 ... 1247.50 1253.00 FB
70 fb2601 20250930 1254.00 ... 1251.50 1255.00 FB
71 fb2602 20250930 1253.00 ... 1253.00 1254.50 FB
72 fb2603 20250930 1238.50 ... 1240.00 1240.00 FB
73 fb2604 20250930 1273.50 ... 1272.50 1254.50 FB
74 fb2605 20250930 0.00 ... 1299.00 1299.00 FB
75 fb2606 20250930 0.00 ... 1276.50 1276.50 FB
76 fb2607 20250930 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250930 0.00 ... 1308.00 1308.00 FB
78 fb2609 20250930 0.00 ... 1296.00 1296.00 FB
79 i2510 20250930 803.50 ... 799.50 803.50 I
80 i2511 20250930 803.50 ... 799.50 801.50 I
81 i2512 20250930 795.50 ... 792.50 794.00 I
82 i2601 20250930 785.00 ... 783.00 785.50 I
83 i2602 20250930 780.00 ... 778.00 780.50 I
84 i2603 20250930 774.50 ... 773.00 775.50 I
85 i2604 20250930 771.00 ... 769.00 771.50 I
86 i2605 20250930 763.00 ... 761.50 765.00 I
87 i2606 20250930 758.00 ... 756.50 760.00 I
88 i2607 20250930 753.50 ... 752.00 755.00 I
89 i2608 20250930 749.00 ... 747.50 750.50 I
90 i2609 20250930 744.00 ... 741.50 745.50 I
91 j2510 20250930 1579.50 ... 1587.00 1578.50 J
92 j2511 20250930 1590.50 ... 1589.50 1595.50 J
93 j2512 20250930 1622.50 ... 1622.00 1637.50 J
94 j2601 20250930 1650.00 ... 1645.50 1666.50 J
95 j2602 20250930 1676.50 ... 1676.50 1688.00 J
96 j2603 20250930 1698.00 ... 1698.00 1725.00 J
97 j2604 20250930 1767.00 ... 1766.00 1767.50 J
98 j2605 20250930 1798.50 ... 1790.50 1808.00 J
99 j2606 20250930 0.00 ... 1817.00 1830.50 J
100 j2607 20250930 0.00 ... 1833.50 1875.00 J
101 j2608 20250930 0.00 ... 1853.50 1869.50 J
102 j2609 20250930 1868.50 ... 1852.00 1890.50 J
103 jd2510 20250930 2921.00 ... 2911.00 2928.00 JD
104 jd2511 20250930 3006.00 ... 3018.00 3028.00 JD
105 jd2512 20250930 3179.00 ... 3180.00 3175.00 JD
106 jd2601 20250930 3352.00 ... 3353.00 3348.00 JD
107 jd2602 20250930 3099.00 ... 3105.00 3090.00 JD
108 jd2603 20250930 3122.00 ... 3125.00 3113.00 JD
109 jd2604 20250930 3243.00 ... 3247.00 3236.00 JD
110 jd2605 20250930 3390.00 ... 3399.00 3386.00 JD
111 jd2606 20250930 3226.00 ... 3236.00 3226.00 JD
112 jd2607 20250930 3478.00 ... 3481.00 3472.00 JD
113 jd2608 20250930 3930.00 ... 3935.00 3921.00 JD
114 jd2609 20250930 3803.00 ... 3809.00 3796.00 JD
115 jm2510 20250930 1009.50 ... 979.00 1010.50 JM
116 jm2511 20250930 1024.00 ... 1009.50 1034.50 JM
117 jm2512 20250930 1089.00 ... 1071.00 1102.50 JM
118 jm2601 20250930 1155.50 ... 1146.00 1171.50 JM
119 jm2602 20250930 1181.50 ... 1172.00 1194.00 JM
120 jm2603 20250930 1196.00 ... 1188.50 1216.00 JM
121 jm2604 20250930 1228.00 ... 1205.50 1233.50 JM
122 jm2605 20250930 1241.00 ... 1231.50 1258.50 JM
123 jm2606 20250930 1266.00 ... 1238.50 1270.00 JM
124 jm2607 20250930 1282.00 ... 1256.50 1292.00 JM
125 jm2608 20250930 1308.50 ... 1278.00 1310.00 JM
126 jm2609 20250930 1319.00 ... 1308.00 1333.50 JM
127 l2510 20250930 7066.00 ... 7039.00 7091.00 L
128 l2511 20250930 7121.00 ... 7100.00 7114.00 L
129 l2512 20250930 7150.00 ... 7134.00 7150.00 L
130 l2601 20250930 7170.00 ... 7156.00 7174.00 L
131 l2602 20250930 7156.00 ... 7152.00 7168.00 L
132 l2603 20250930 7163.00 ... 7163.00 7188.00 L
133 l2604 20250930 7207.00 ... 7207.00 7221.00 L
134 l2605 20250930 7192.00 ... 7194.00 7213.00 L
135 l2606 20250930 7196.00 ... 7193.00 7214.00 L
136 l2607 20250930 7212.00 ... 7212.00 7219.00 L
137 l2608 20250930 7233.00 ... 7235.00 7240.00 L
138 l2609 20250930 7219.00 ... 7217.00 7237.00 L
139 lg2511 20250930 811.50 ... 820.00 809.00 LG
140 lg2601 20250930 823.00 ... 824.50 820.50 LG
141 lg2603 20250930 830.00 ... 830.00 826.50 LG
142 lg2605 20250930 830.00 ... 830.50 827.50 LG
143 lg2607 20250930 832.00 ... 831.00 828.50 LG
144 lg2609 20250930 836.00 ... 834.00 820.50 LG
145 lh2511 20250930 12335.00 ... 12320.00 12345.00 LH
146 lh2601 20250930 12755.00 ... 12750.00 12835.00 LH
147 lh2603 20250930 12420.00 ... 12395.00 12450.00 LH
148 lh2605 20250930 12810.00 ... 12820.00 12845.00 LH
149 lh2607 20250930 13360.00 ... 13430.00 13360.00 LH
150 lh2609 20250930 13920.00 ... 13995.00 13980.00 LH
151 m2511 20250930 2905.00 ... 2907.00 2906.00 M
152 m2512 20250930 2945.00 ... 2945.00 2945.00 M
153 m2601 20250930 2938.00 ... 2933.00 2937.00 M
154 m2603 20250930 2910.00 ... 2900.00 2913.00 M
155 m2605 20250930 2742.00 ... 2741.00 2749.00 M
156 m2607 20250930 2727.00 ... 2725.00 2735.00 M
157 m2608 20250930 2852.00 ... 2846.00 2854.00 M
158 m2609 20250930 2851.00 ... 2850.00 2857.00 M
159 p2510 20250930 9114.00 ... 9058.00 9102.00 P
160 p2511 20250930 9178.00 ... 9142.00 9188.00 P
161 p2512 20250930 9164.00 ... 9156.00 9204.00 P
162 p2601 20250930 9204.00 ... 9190.00 9234.00 P
163 p2602 20250930 9170.00 ... 9176.00 9224.00 P
164 p2603 20250930 9166.00 ... 9152.00 9196.00 P
165 p2604 20250930 9076.00 ... 9076.00 9152.00 P
166 p2605 20250930 9030.00 ... 9004.00 9056.00 P
167 p2606 20250930 0.00 ... 8978.00 8978.00 P
168 p2607 20250930 8804.00 ... 8796.00 8880.00 P
169 p2608 20250930 8718.00 ... 8696.00 8770.00 P
170 p2609 20250930 8630.00 ... 8618.00 8676.00 P
171 pg2510 20250930 4426.00 ... 4443.00 4448.00 PG
172 pg2511 20250930 4280.00 ... 4295.00 4295.00 PG
173 pg2512 20250930 4200.00 ... 4202.00 4213.00 PG
174 pg2601 20250930 4130.00 ... 4132.00 4143.00 PG
175 pg2602 20250930 4065.00 ... 4064.00 4077.00 PG
176 pg2603 20250930 3983.00 ... 3981.00 3996.00 PG
177 pg2604 20250930 4323.00 ... 4332.00 4352.00 PG
178 pg2605 20250930 4251.00 ... 4253.00 4268.00 PG
179 pg2606 20250930 4191.00 ... 4199.00 4212.00 PG
180 pg2607 20250930 4130.00 ... 4139.00 4156.00 PG
181 pg2608 20250930 4074.00 ... 4081.00 4101.00 PG
182 pg2609 20250930 4055.00 ... 4082.00 4093.00 PG
183 pp2510 20250930 6797.00 ... 6758.00 6782.00 PP
184 pp2511 20250930 6821.00 ... 6801.00 6823.00 PP
185 pp2512 20250930 6860.00 ... 6839.00 6862.00 PP
186 pp2601 20250930 6898.00 ... 6873.00 6899.00 PP
187 pp2602 20250930 6867.00 ... 6866.00 6888.00 PP
188 pp2603 20250930 6860.00 ... 6862.00 6890.00 PP
189 pp2604 20250930 6891.00 ... 6884.00 6932.00 PP
190 pp2605 20250930 6930.00 ... 6910.00 6940.00 PP
191 pp2606 20250930 6882.00 ... 6874.00 6908.00 PP
192 pp2607 20250930 6854.00 ... 6846.00 6873.00 PP
193 pp2608 20250930 6862.00 ... 6862.00 6884.00 PP
194 pp2609 20250930 6890.00 ... 6890.00 6915.00 PP
195 rr2510 20250930 3619.00 ... 3612.00 3619.00 RR
196 rr2511 20250930 3613.00 ... 3616.00 3613.00 RR
197 rr2512 20250930 3605.00 ... 3604.00 3610.00 RR
198 rr2601 20250930 3623.00 ... 3624.00 3619.00 RR
199 rr2602 20250930 3606.00 ... 3614.00 3609.00 RR
200 rr2603 20250930 3613.00 ... 3613.00 3613.00 RR
201 rr2604 20250930 3621.00 ... 3621.00 3616.00 RR
202 rr2605 20250930 3607.00 ... 3607.00 3615.00 RR
203 rr2606 20250930 3608.00 ... 3608.00 3600.00 RR
204 rr2607 20250930 0.00 ... 3609.00 3609.00 RR
205 rr2608 20250930 0.00 ... 3614.00 3614.00 RR
206 rr2609 20250930 0.00 ... 3630.00 3623.00 RR
207 v2510 20250930 4777.00 ... 4733.00 4780.00 V
208 v2511 20250930 4808.00 ... 4770.00 4808.00 V
209 v2512 20250930 4843.00 ... 4807.00 4850.00 V
210 v2601 20250930 4888.00 ... 4858.00 4895.00 V
211 v2602 20250930 4926.00 ... 4903.00 4934.00 V
212 v2603 20250930 4956.00 ... 4928.00 4964.00 V
213 v2604 20250930 5161.00 ... 5137.00 5165.00 V
214 v2605 20250930 5198.00 ... 5172.00 5202.00 V
215 v2606 20250930 5214.00 ... 5203.00 5239.00 V
216 v2607 20250930 5243.00 ... 5238.00 5263.00 V
217 v2608 20250930 5280.00 ... 5272.00 5296.00 V
218 v2609 20250930 5335.00 ... 5308.00 5331.00 V
219 y2511 20250930 8144.00 ... 8128.00 8166.00 Y
220 y2512 20250930 8186.00 ... 8168.00 8210.00 Y
221 y2601 20250930 8136.00 ... 8114.00 8154.00 Y
222 y2603 20250930 8086.00 ... 8066.00 8114.00 Y
223 y2605 20250930 7898.00 ... 7876.00 7932.00 Y
224 y2607 20250930 7856.00 ... 7844.00 7882.00 Y
225 y2608 20250930 7830.00 ... 7830.00 7878.00 Y
226 y2609 20250930 7824.00 ... 7816.00 7858.00 Y
[227 rows x 12 columns]
2025-10-09 18:26:39,032 - future_1d - INFO - ak.get_dce_daily('2025-09-30') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250930 8654.0 9188.0 ... 60296.16 8739.0 8647.0 AP
1 AP511 20250930 8508.0 8600.0 ... 20921.98 8550.0 8444.0 AP
2 AP512 20250930 8469.0 8570.0 ... 3388.44 8535.0 8453.0 AP
3 AP601 20250930 8512.0 8630.0 ... 836435.36 8577.0 8513.0 AP
4 AP603 20250930 8377.0 8442.0 ... 1253.61 8413.0 8349.0 AP
5 AP604 20250930 8368.0 8421.0 ... 142.64 8390.0 8339.0 AP
6 AP605 20250930 8368.0 8450.0 ... 8622.75 8429.0 8371.0 AP
7 CF511 20250930 13330.0 13330.0 ... 270526.29 13225.0 13345.0 CF
8 CF601 20250930 13325.0 13340.0 ... 2087881.67 13245.0 13365.0 CF
9 CF603 20250930 13300.0 13300.0 ... 7061.79 13235.0 13355.0 CF
10 CF605 20250930 13345.0 13345.0 ... 364324.46 13265.0 13370.0 CF
11 CF607 20250930 13375.0 13375.0 ... 2311.00 13280.0 13400.0 CF
12 CF609 20250930 13480.0 13495.0 ... 2271.10 13440.0 13540.0 CF
13 CJ512 20250930 10850.0 10885.0 ... 4345.82 10715.0 10910.0 CJ
14 CJ601 20250930 10920.0 10950.0 ... 702285.44 10790.0 10955.0 CJ
15 CJ603 20250930 10870.0 10905.0 ... 11986.93 10725.0 10945.0 CJ
16 CJ605 20250930 10980.0 11000.0 ... 107221.41 10835.0 11020.0 CJ
17 CJ607 20250930 11065.0 11080.0 ... 5336.45 10900.0 11110.0 CJ
18 CJ609 20250930 11185.0 11210.0 ... 3257.73 11025.0 11245.0 CJ
19 CY510 20250930 0.0 0.0 ... 0.00 19465.0 19600.0 CY
20 CY511 20250930 19475.0 19495.0 ... 121116.60 19395.0 19530.0 CY
21 CY512 20250930 0.0 0.0 ... 0.00 19310.0 19415.0 CY
22 CY601 20250930 19440.0 19440.0 ... 2023.68 19365.0 19505.0 CY
23 CY602 20250930 0.0 0.0 ... 0.00 19485.0 19600.0 CY
24 CY603 20250930 0.0 0.0 ... 0.00 19730.0 19775.0 CY
25 CY604 20250930 0.0 0.0 ... 0.00 19485.0 19545.0 CY
26 CY605 20250930 19445.0 19470.0 ... 38.91 19455.0 19575.0 CY
27 CY606 20250930 0.0 0.0 ... 0.00 19485.0 19555.0 CY
28 CY607 20250930 0.0 0.0 ... 0.00 19850.0 19915.0 CY
29 CY608 20250930 0.0 0.0 ... 0.00 19550.0 19735.0 CY
30 CY609 20250930 0.0 0.0 ... 0.00 19805.0 19885.0 CY
31 FG510 20250930 1100.0 1120.0 ... 3881.29 1108.0 1117.0 FG
32 FG511 20250930 1107.0 1124.0 ... 163782.13 1112.0 1112.0 FG
33 FG512 20250930 1228.0 1244.0 ... 78257.85 1232.0 1230.0 FG
34 FG601 20250930 1224.0 1244.0 ... 4198546.07 1230.0 1229.0 FG
35 FG602 20250930 1283.0 1300.0 ... 27781.12 1286.0 1285.0 FG
36 FG603 20250930 1284.0 1300.0 ... 1945.17 1286.0 1287.0 FG
37 FG604 20250930 1350.0 1360.0 ... 716.47 1347.0 1348.0 FG
38 FG605 20250930 1342.0 1358.0 ... 102598.59 1344.0 1347.0 FG
39 FG606 20250930 1376.0 1388.0 ... 2183.60 1380.0 1378.0 FG
40 FG607 20250930 1368.0 1381.0 ... 3051.97 1372.0 1372.0 FG
41 FG608 20250930 1418.0 1425.0 ... 598.92 1413.0 1418.0 FG
42 FG609 20250930 1417.0 1427.0 ... 4165.29 1414.0 1420.0 FG
43 JR511 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250930 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250930 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250930 2272.0 2272.0 ... 2711.56 2254.0 2261.0 MA
52 MA511 20250930 2293.0 2297.0 ... 111051.90 2285.0 2298.0 MA
53 MA512 20250930 2335.0 2339.0 ... 121405.42 2322.0 2335.0 MA
54 MA601 20250930 2357.0 2360.0 ... 1019368.64 2340.0 2356.0 MA
55 MA602 20250930 2386.0 2387.0 ... 66650.25 2369.0 2383.0 MA
56 MA603 20250930 2388.0 2389.0 ... 524.20 2383.0 2396.0 MA
57 MA604 20250930 2378.0 2386.0 ... 35.69 2379.0 2392.0 MA
58 MA605 20250930 2390.0 2390.0 ... 68396.86 2373.0 2386.0 MA
59 MA606 20250930 2383.0 2383.0 ... 4.76 2381.0 2396.0 MA
60 MA607 20250930 2361.0 2361.0 ... 61.16 2352.0 2366.0 MA
61 MA608 20250930 2358.0 2359.0 ... 14.14 2356.0 2373.0 MA
62 MA609 20250930 2340.0 2340.0 ... 1702.43 2335.0 2347.0 MA
63 OI511 20250930 10231.0 10249.0 ... 454149.03 10215.0 10288.0 OI
64 OI601 20250930 10077.0 10083.0 ... 1823926.01 10046.0 10128.0 OI
65 OI603 20250930 9838.0 9854.0 ... 29618.45 9827.0 9870.0 OI
66 OI605 20250930 9578.0 9582.0 ... 89584.73 9522.0 9615.0 OI
67 OI607 20250930 9502.0 9512.0 ... 227.37 9474.0 9555.0 OI
68 OI609 20250930 9442.0 9466.0 ... 508.48 9416.0 9491.0 OI
69 PF510 20250930 6316.0 6316.0 ... 2255.92 6266.0 6318.0 PF
70 PF511 20250930 6322.0 6332.0 ... 575263.51 6274.0 6326.0 PF
71 PF512 20250930 6286.0 6290.0 ... 300667.05 6240.0 6294.0 PF
72 PF601 20250930 6328.0 6334.0 ... 38697.86 6282.0 6340.0 PF
73 PF602 20250930 6332.0 6338.0 ... 109458.18 6274.0 6340.0 PF
74 PF603 20250930 6336.0 6336.0 ... 286.36 6294.0 6352.0 PF
75 PF604 20250930 6364.0 6364.0 ... 25.38 6346.0 6422.0 PF
76 PF605 20250930 6394.0 6394.0 ... 57.16 6352.0 6430.0 PF
77 PF606 20250930 6400.0 6400.0 ... 15.91 6362.0 6424.0 PF
78 PF607 20250930 0.0 0.0 ... 0.00 6400.0 6432.0 PF
79 PF608 20250930 6418.0 6418.0 ... 3.21 6418.0 6448.0 PF
80 PF609 20250930 6404.0 6404.0 ... 3.20 6404.0 6498.0 PF
81 PK510 20250930 7796.0 7796.0 ... 6876.31 7688.0 7800.0 PK
82 PK511 20250930 7816.0 7834.0 ... 384511.20 7770.0 7834.0 PK
83 PK512 20250930 7818.0 7828.0 ... 138264.68 7768.0 7826.0 PK
84 PK601 20250930 7814.0 7828.0 ... 69079.42 7782.0 7820.0 PK
85 PK603 20250930 7836.0 7836.0 ... 241.87 7802.0 7846.0 PK
86 PK604 20250930 7826.0 7828.0 ... 261.85 7816.0 7846.0 PK
87 PK605 20250930 7842.0 7848.0 ... 5509.65 7822.0 7846.0 PK
88 PL601 20250930 6371.0 6372.0 ... 38008.34 6343.0 6375.0 PL
89 PL602 20250930 6369.0 6399.0 ... 689.27 6382.0 6403.0 PL
90 PL603 20250930 6374.0 6395.0 ... 51.09 6387.0 6424.0 PL
91 PL604 20250930 6383.0 6383.0 ... 38.18 6363.0 6425.0 PL
92 PL605 20250930 6352.0 6353.0 ... 63.31 6331.0 6371.0 PL
93 PL606 20250930 6378.0 6378.0 ... 12.76 6378.0 6430.0 PL
94 PL607 20250930 6334.0 6334.0 ... 12.67 6334.0 6399.0 PL
95 PL608 20250930 0.0 0.0 ... 0.00 6440.0 6440.0 PL
96 PL609 20250930 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250930 5828.0 5828.0 ... 2493.66 5792.0 5828.0 PR
104 PR511 20250930 5790.0 5790.0 ... 623368.94 5754.0 5798.0 PR
105 PR512 20250930 5788.0 5788.0 ... 507644.12 5754.0 5802.0 PR
106 PR601 20250930 5792.0 5792.0 ... 191697.67 5748.0 5802.0 PR
107 PR602 20250930 5822.0 5822.0 ... 277.48 5782.0 5838.0 PR
108 PR603 20250930 5792.0 5814.0 ... 112.97 5794.0 5858.0 PR
109 PR604 20250930 5854.0 5854.0 ... 52.46 5830.0 5890.0 PR
110 PR605 20250930 5874.0 5874.0 ... 26.38 5864.0 5906.0 PR
111 PR606 20250930 0.0 0.0 ... 0.00 5902.0 5940.0 PR
112 PR607 20250930 0.0 0.0 ... 0.00 5904.0 5940.0 PR
113 PR608 20250930 0.0 0.0 ... 0.00 5906.0 5918.0 PR
114 PR609 20250930 0.0 0.0 ... 0.00 5904.0 5908.0 PR
115 PX510 20250930 6624.0 6624.0 ... 16806.69 6620.0 6632.0 PX
116 PX511 20250930 6654.0 6664.0 ... 622492.93 6566.0 6664.0 PX
117 PX512 20250930 6638.0 6638.0 ... 270854.29 6558.0 6650.0 PX
118 PX601 20250930 6612.0 6632.0 ... 135776.97 6562.0 6640.0 PX
119 PX602 20250930 6642.0 6642.0 ... 16461.99 6570.0 6648.0 PX
120 PX603 20250930 6622.0 6622.0 ... 6.58 6584.0 6634.0 PX
121 PX604 20250930 6620.0 6620.0 ... 3.31 6620.0 6620.0 PX
122 PX605 20250930 6626.0 6646.0 ... 1102.30 6602.0 6670.0 PX
123 PX606 20250930 6600.0 6600.0 ... 3.30 6600.0 6656.0 PX
124 PX607 20250930 0.0 0.0 ... 0.00 6636.0 6646.0 PX
125 PX608 20250930 0.0 0.0 ... 0.00 6644.0 6686.0 PX
126 PX609 20250930 6578.0 6578.0 ... 3.29 6578.0 6714.0 PX
127 RI511 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250930 2480.0 2497.0 ... 8139.49 2490.0 2472.0 RM
134 RM601 20250930 2422.0 2440.0 ... 528254.87 2427.0 2413.0 RM
135 RM603 20250930 2337.0 2351.0 ... 5692.14 2339.0 2338.0 RM
136 RM605 20250930 2325.0 2334.0 ... 74064.09 2325.0 2328.0 RM
137 RM607 20250930 2316.0 2325.0 ... 4560.66 2316.0 2319.0 RM
138 RM608 20250930 2420.0 2425.0 ... 210.34 2418.0 2419.0 RM
139 RM609 20250930 2410.0 2415.0 ... 1103.17 2409.0 2408.0 RM
140 RS511 20250930 5283.0 5309.0 ... 73.95 5282.0 5318.0 RS
141 RS607 20250930 5597.0 5597.0 ... 11.19 5597.0 5568.0 RS
142 RS608 20250930 5530.0 5530.0 ... 11.04 5520.0 5565.0 RS
143 RS609 20250930 5587.0 5587.0 ... 11.12 5561.0 5561.0 RS
144 SA510 20250930 1190.0 1197.0 ... 10378.71 1184.0 1201.0 SA
145 SA511 20250930 1204.0 1211.0 ... 303831.37 1200.0 1209.0 SA
146 SA512 20250930 1268.0 1274.0 ... 226952.20 1263.0 1272.0 SA
147 SA601 20250930 1276.0 1285.0 ... 1993194.14 1272.0 1284.0 SA
148 SA602 20250930 1308.0 1315.0 ... 125572.31 1306.0 1311.0 SA
149 SA603 20250930 1314.0 1322.0 ... 5678.87 1310.0 1322.0 SA
150 SA604 20250930 1361.0 1365.0 ... 3056.60 1356.0 1365.0 SA
151 SA605 20250930 1363.0 1373.0 ... 76670.24 1363.0 1373.0 SA
152 SA606 20250930 1384.0 1389.0 ... 540.73 1379.0 1389.0 SA
153 SA607 20250930 1387.0 1390.0 ... 1188.55 1379.0 1391.0 SA
154 SA608 20250930 1420.0 1427.0 ... 416.61 1417.0 1428.0 SA
155 SA609 20250930 1428.0 1434.0 ... 2912.70 1424.0 1434.0 SA
156 SF510 20250930 5426.0 5438.0 ... 2701.47 5356.0 5402.0 SF
157 SF511 20250930 5610.0 5640.0 ... 531899.90 5534.0 5590.0 SF
158 SF512 20250930 5530.0 5610.0 ... 112661.52 5506.0 5574.0 SF
159 SF601 20250930 5586.0 5600.0 ... 210276.13 5504.0 5558.0 SF
160 SF602 20250930 5524.0 5540.0 ... 25776.54 5462.0 5524.0 SF
161 SF603 20250930 5654.0 5672.0 ... 273.31 5636.0 5704.0 SF
162 SF604 20250930 5622.0 5622.0 ... 2.81 5622.0 5708.0 SF
163 SF605 20250930 5684.0 5684.0 ... 4323.82 5608.0 5684.0 SF
164 SF606 20250930 5602.0 5612.0 ... 145.05 5580.0 5644.0 SF
165 SF607 20250930 5760.0 5776.0 ... 103.36 5742.0 5802.0 SF
166 SF608 20250930 5734.0 5734.0 ... 8.60 5734.0 5774.0 SF
167 SF609 20250930 5728.0 5728.0 ... 17.14 5714.0 5760.0 SF
168 SH510 20250930 2449.0 2510.0 ... 10358.01 2484.0 2453.0 SH
169 SH511 20250930 2479.0 2504.0 ... 281768.52 2484.0 2479.0 SH
170 SH512 20250930 2517.0 2541.0 ... 140798.43 2525.0 2519.0 SH
171 SH601 20250930 2511.0 2531.0 ... 1314763.35 2515.0 2513.0 SH
172 SH602 20250930 2535.0 2558.0 ... 44008.96 2545.0 2539.0 SH
173 SH603 20250930 2545.0 2568.0 ... 3457.96 2561.0 2553.0 SH
174 SH604 20250930 2590.0 2610.0 ... 202.95 2602.0 2597.0 SH
175 SH605 20250930 2603.0 2619.0 ... 10852.91 2606.0 2604.0 SH
176 SH606 20250930 2608.0 2634.0 ... 118.25 2628.0 2609.0 SH
177 SH607 20250930 2604.0 2629.0 ... 47.15 2619.0 2604.0 SH
178 SH608 20250930 2616.0 2641.0 ... 78.94 2631.0 2627.0 SH
179 SH609 20250930 2650.0 2650.0 ... 39.68 2645.0 2644.0 SH
180 SM510 20250930 5690.0 5690.0 ... 1942.24 5646.0 5684.0 SM
181 SM511 20250930 5790.0 5818.0 ... 228078.39 5750.0 5786.0 SM
182 SM512 20250930 5808.0 5820.0 ... 94951.87 5752.0 5802.0 SM
183 SM601 20250930 5818.0 5832.0 ... 508647.04 5768.0 5802.0 SM
184 SM602 20250930 5812.0 5840.0 ... 119190.72 5776.0 5812.0 SM
185 SM603 20250930 5832.0 5832.0 ... 1241.10 5786.0 5832.0 SM
186 SM604 20250930 5780.0 5800.0 ... 11.58 5790.0 5874.0 SM
187 SM605 20250930 5852.0 5858.0 ... 18042.19 5808.0 5838.0 SM
188 SM606 20250930 5808.0 5824.0 ... 17.44 5814.0 5840.0 SM
189 SM607 20250930 5824.0 5838.0 ... 43.67 5824.0 5864.0 SM
190 SM608 20250930 0.0 0.0 ... 0.00 5848.0 5880.0 SM
191 SM609 20250930 5870.0 5890.0 ... 2567.40 5842.0 5868.0 SM
192 SR511 20250930 5502.0 5544.0 ... 176512.48 5527.0 5519.0 SR
193 SR601 20250930 5478.0 5504.0 ... 860048.13 5490.0 5489.0 SR
194 SR603 20250930 5464.0 5484.0 ... 2586.40 5468.0 5473.0 SR
195 SR605 20250930 5434.0 5463.0 ... 60961.36 5450.0 5448.0 SR
196 SR607 20250930 5443.0 5456.0 ... 3895.77 5441.0 5447.0 SR
197 SR609 20250930 5436.0 5457.0 ... 4317.42 5444.0 5449.0 SR
198 TA510 20250930 4606.0 4606.0 ... 25830.06 4544.0 4606.0 TA
199 TA511 20250930 4612.0 4620.0 ... 275267.45 4574.0 4626.0 TA
200 TA512 20250930 4630.0 4632.0 ... 146981.18 4584.0 4638.0 TA
201 TA601 20250930 4642.0 4644.0 ... 1365439.97 4598.0 4650.0 TA
202 TA602 20250930 4658.0 4658.0 ... 42887.93 4604.0 4664.0 TA
203 TA603 20250930 4664.0 4664.0 ... 429.84 4622.0 4676.0 TA
204 TA604 20250930 4626.0 4632.0 ... 20.80 4624.0 4662.0 TA
205 TA605 20250930 4690.0 4690.0 ... 47284.05 4640.0 4694.0 TA
206 TA606 20250930 0.0 0.0 ... 0.00 4652.0 4696.0 TA
207 TA607 20250930 4652.0 4652.0 ... 2.33 4652.0 4704.0 TA
208 TA608 20250930 0.0 0.0 ... 0.00 4690.0 4718.0 TA
209 TA609 20250930 4710.0 4716.0 ... 388.39 4680.0 4740.0 TA
210 UR510 20250930 1541.0 1564.0 ... 3756.60 1543.0 1541.0 UR
211 UR511 20250930 1636.0 1648.0 ... 55295.79 1639.0 1632.0 UR
212 UR512 20250930 1649.0 1661.0 ... 18717.68 1651.0 1646.0 UR
213 UR601 20250930 1660.0 1674.0 ... 333509.96 1666.0 1657.0 UR
214 UR602 20250930 1670.0 1684.0 ... 277.77 1673.0 1663.0 UR
215 UR603 20250930 1728.0 1728.0 ... 85.71 1714.0 1710.0 UR
216 UR604 20250930 1713.0 1716.0 ... 44.57 1714.0 1708.0 UR
217 UR605 20250930 1712.0 1723.0 ... 18807.02 1715.0 1708.0 UR
218 UR606 20250930 1715.0 1721.0 ... 113.28 1716.0 1709.0 UR
219 UR607 20250930 1743.0 1743.0 ... 3.49 1743.0 1743.0 UR
220 UR608 20250930 1728.0 1742.0 ... 13.90 1737.0 1737.0 UR
221 UR609 20250930 1737.0 1742.0 ... 236.18 1737.0 1730.0 UR
222 WH511 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-09 18:26:39,337 - future_1d - INFO - ak.get_czce_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 IC2510 20250930 7350.200 ... 7394.200 7328.200 IC
1 IC2511 20250930 7295.000 ... 7332.800 7261.200 IC
2 IC2512 20250930 7252.000 ... 7288.800 7210.600 IC
3 IC2603 20250930 7075.200 ... 7115.800 7033.600 IC
4 IF2510 20250930 4628.200 ... 4637.200 4626.200 IF
5 IF2511 20250930 4629.600 ... 4627.400 4614.400 IF
6 IF2512 20250930 4615.000 ... 4621.200 4608.800 IF
7 IF2603 20250930 4589.000 ... 4596.200 4584.000 IF
8 IH2510 20250930 2982.000 ... 2988.600 2985.400 IH
9 IH2511 20250930 2986.000 ... 2987.000 2984.000 IH
10 IH2512 20250930 2984.000 ... 2988.600 2985.400 IH
11 IH2603 20250930 2984.000 ... 2989.400 2985.800 IH
12 IM2510 20250930 7494.000 ... 7556.400 7469.600 IM
13 IM2511 20250930 7434.800 ... 7484.200 7387.800 IM
14 IM2512 20250930 7360.000 ... 7408.400 7316.800 IM
15 IM2603 20250930 7142.200 ... 7184.200 7096.600 IM
16 T2512 20250930 107.645 ... 107.885 107.660 T
17 T2603 20250930 107.330 ... 107.565 107.340 T
18 T2606 20250930 107.205 ... 107.465 107.260 T
19 TF2512 20250930 105.495 ... 105.655 105.510 TF
20 TF2603 20250930 105.360 ... 105.525 105.395 TF
21 TF2606 20250930 105.380 ... 105.575 105.405 TF
22 TL2512 20250930 113.600 ... 114.000 113.790 TL
23 TL2603 20250930 113.160 ... 113.660 113.440 TL
24 TL2606 20250930 113.200 ... 113.640 113.480 TL
25 TS2512 20250930 102.320 ... 102.374 102.332 TS
26 TS2603 20250930 102.238 ... 102.282 102.244 TS
27 TS2606 20250930 102.278 ... 102.322 102.276 TS
[28 rows x 12 columns]
2025-10-09 18:26:39,721 - future_1d - INFO - ak.get_cffex_daily('2025-09-30') done
2025-10-09 18:26:41,502 - future_1d - INFO - save future_daily 2025-09-30 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20251009 ... 86040 83220 CU
1 1 CU2511 20251009 ... 85910 83260 CU
2 2 CU2512 20251009 ... 85940 83250 CU
3 3 CU2601 20251009 ... 85900 83220 CU
4 4 CU2602 20251009 ... 85730 83200 CU
5 5 CU2603 20251009 ... 85740 83150 CU
6 6 CU2604 20251009 ... 86060 83070 CU
7 7 CU2605 20251009 ... 85860 83010 CU
8 8 CU2606 20251009 ... 85890 82870 CU
9 9 CU2607 20251009 ... 85640 82910 CU
10 10 CU2608 20251009 ... 85310 82750 CU
11 11 CU2609 20251009 ... 85410 82840 CU
12 12 BC2510 20251009 ... 76060 73830 BC
13 13 BC2511 20251009 ... 76560 74070 BC
14 14 BC2512 20251009 ... 76870 74340 BC
15 15 BC2601 20251009 ... 76900 73700 BC
16 16 BC2602 20251009 ... 76900 73700 BC
17 17 BC2603 20251009 ... 77470 74550 BC
18 18 BC2604 20251009 ... 77000 73400 BC
19 19 BC2605 20251009 ... 75900 72900 BC
20 20 BC2606 20251009 ... 75880 72960 BC
21 21 BC2607 20251009 ... 75800 72900 BC
22 22 BC2608 20251009 ... 75800 73280 BC
23 23 BC2609 20251009 ... 75710 73400 BC
24 24 AL2510 20251009 ... 21030 20745 AL
25 25 AL2511 20251009 ... 21005 20755 AL
26 26 AL2512 20251009 ... 21010 20755 AL
27 27 AL2601 20251009 ... 21010 20760 AL
28 28 AL2602 20251009 ... 21005 20755 AL
29 29 AL2603 20251009 ... 21005 20775 AL
30 30 AL2604 20251009 ... 21030 20820 AL
31 31 AL2605 20251009 ... 21055 20830 AL
32 32 AL2606 20251009 ... 21035 20840 AL
33 33 AL2607 20251009 ... 21070 20825 AL
34 34 AL2608 20251009 ... 21060 20825 AL
35 35 AL2609 20251009 ... 21060 20810 AL
36 36 ZN2510 20251009 ... 22165 21870 ZN
37 37 ZN2511 20251009 ... 22200 21935 ZN
38 38 ZN2512 20251009 ... 22230 21950 ZN
39 39 ZN2601 20251009 ... 22240 21985 ZN
40 40 ZN2602 20251009 ... 22290 22010 ZN
41 41 ZN2603 20251009 ... 22340 22020 ZN
42 42 ZN2604 20251009 ... 22375 22055 ZN
43 43 ZN2605 20251009 ... 22415 22125 ZN
44 44 ZN2606 20251009 ... 22425 22170 ZN
45 45 ZN2607 20251009 ... 22460 22170 ZN
46 46 ZN2608 20251009 ... 22435 22175 ZN
47 47 ZN2609 20251009 ... 22475 22245 ZN
48 48 PB2510 20251009 ... 17025 16895 PB
49 49 PB2511 20251009 ... 17040 16930 PB
50 50 PB2512 20251009 ... 17075 16955 PB
51 51 PB2601 20251009 ... 17095 16970 PB
52 52 PB2602 20251009 ... 16990 16970 PB
53 53 PB2603 20251009 ... 17205 16985 PB
54 54 PB2604 20251009 ... 17170 17015 PB
55 55 PB2605 20251009 ... 17195 17025 PB
56 56 PB2606 20251009 ... 17165 17020 PB
57 57 PB2607 20251009 ... 17020 17020 PB
58 58 PB2608 20251009 ... 17255 17030 PB
59 59 PB2609 20251009 ... 17285 17050 PB
60 60 NI2510 20251009 ... 122090 121200 NI
61 61 NI2511 20251009 ... 123120 121580 NI
62 62 NI2512 20251009 ... 123310 121720 NI
63 63 NI2601 20251009 ... 123530 121920 NI
64 64 NI2602 20251009 ... 123470 121980 NI
65 65 NI2603 20251009 ... 124010 122290 NI
66 66 NI2604 20251009 ... 124320 122630 NI
67 67 NI2605 20251009 ... 124550 122780 NI
68 68 NI2606 20251009 ... 124900 122720 NI
69 69 NI2607 20251009 ... 124850 123310 NI
70 70 NI2608 20251009 ... 125590 123760 NI
71 71 NI2609 20251009 ... 125660 124310 NI
72 72 SN2510 20251009 ... 284870 278060 SN
73 73 SN2511 20251009 ... 285070 278760 SN
74 74 SN2512 20251009 ... 285420 278700 SN
75 75 SN2601 20251009 ... 285490 278760 SN
76 76 SN2602 20251009 ... 285460 278620 SN
77 77 SN2603 20251009 ... 285280 278480 SN
78 78 SN2604 20251009 ... 284800 279250 SN
79 79 SN2605 20251009 ... 285020 277730 SN
80 80 SN2606 20251009 ... 285390 277860 SN
81 81 SN2607 20251009 ... 284640 278390 SN
82 82 SN2608 20251009 ... 285520 279230 SN
83 83 SN2609 20251009 ... 287820 279080 SN
84 84 AO2510 20251009 ... 2818 2835 AO
85 85 AO2511 20251009 ... 2844 2854 AO
86 86 AO2512 20251009 ... 2860 2868 AO
87 87 AO2601 20251009 ... 2871 2883 AO
88 88 AO2602 20251009 ... 2882 2897 AO
89 89 AO2603 20251009 ... 2949 2966 AO
90 90 AO2604 20251009 ... 2958 2967 AO
91 91 AO2605 20251009 ... 2965 2974 AO
92 92 AO2606 20251009 ... 2972 2980 AO
93 93 AO2607 20251009 ... 2978 2987 AO
94 94 AO2608 20251009 ... 2987 3002 AO
95 95 AO2609 20251009 ... 3000 3017 AO
96 96 AD2511 20251009 ... 20485 20250 AD
97 97 AD2512 20251009 ... 20535 20290 AD
98 98 AD2601 20251009 ... 20610 20330 AD
99 99 AD2602 20251009 ... 20620 20350 AD
100 100 AD2603 20251009 ... 20325 20325 AD
101 101 AD2604 20251009 ... 20360 20310 AD
102 102 AD2605 20251009 ... 20550 20310 AD
103 103 AD2606 20251009 ... 20365 20325 AD
104 104 AD2607 20251009 ... 20510 20510 AD
105 105 AD2608 20251009 ... 20495 20515 AD
106 106 AD2609 20251009 ... 20335 20335 AD
107 107 AU2510 20251009 ... 912.68 870.54 AU
108 108 AU2511 20251009 ... 912.92 871.26 AU
109 109 AU2512 20251009 ... 912.96 872.3 AU
110 110 AU2602 20251009 ... 915.62 875.08 AU
111 111 AU2604 20251009 ... 917.54 876.98 AU
112 112 AU2606 20251009 ... 918.92 879.94 AU
113 113 AU2608 20251009 ... 921.98 880.24 AU
114 114 AU2610 20251009 ... 924.9 885.3 AU
115 115 AG2510 20251009 ... 11193 10901 AG
116 116 AG2511 20251009 ... 11192 10916 AG
117 117 AG2512 20251009 ... 11209 10926 AG
118 118 AG2601 20251009 ... 11217 10935 AG
119 119 AG2602 20251009 ... 11235 10953 AG
120 120 AG2603 20251009 ... 11249 10957 AG
121 121 AG2604 20251009 ... 11256 10964 AG
122 122 AG2605 20251009 ... 11266 10989 AG
123 123 AG2606 20251009 ... 11255 10993 AG
124 124 AG2607 20251009 ... 11284 11015 AG
125 125 AG2608 20251009 ... 11293 11009 AG
126 126 AG2609 20251009 ... 11305 11036 AG
127 127 RB2510 20251009 ... 2998 3001 RB
128 128 RB2511 20251009 ... 3019 3021 RB
129 129 RB2512 20251009 ... 3070 3074 RB
130 130 RB2601 20251009 ... 3087 3090 RB
131 131 RB2602 20251009 ... 3093 3095 RB
132 132 RB2603 20251009 ... 3109 3106 RB
133 133 RB2604 20251009 ... 3131 3130 RB
134 134 RB2605 20251009 ... 3145 3144 RB
135 135 RB2606 20251009 ... 3158 3159 RB
136 136 RB2607 20251009 ... 3175 3177 RB
137 137 RB2608 20251009 ... 3180 3175 RB
138 138 RB2609 20251009 ... 3189 3186 RB
139 139 WR2510 20251009 ... 3069 3069 WR
140 140 WR2511 20251009 ... 3270 3300 WR
141 141 WR2512 20251009 ... 3309 3309 WR
142 142 WR2601 20251009 ... 3320 3307 WR
143 143 WR2602 20251009 ... 3301 3301 WR
144 144 WR2603 20251009 ... 3329 3329 WR
145 145 WR2604 20251009 ... 3339 3339 WR
146 146 WR2605 20251009 ... 3279 3248 WR
147 147 WR2606 20251009 ... 3356 3296 WR
148 148 WR2607 20251009 ... 3390 3390 WR
149 149 WR2608 20251009 ... 3431 3408 WR
150 150 WR2609 20251009 ... 3430 3430 WR
151 151 HC2510 20251009 ... 3352 3380 HC
152 152 HC2511 20251009 ... 3306 3329 HC
153 153 HC2512 20251009 ... 3300 3300 HC
154 154 HC2601 20251009 ... 3273 3274 HC
155 155 HC2602 20251009 ... 3272 3270 HC
156 156 HC2603 20251009 ... 3281 3279 HC
157 157 HC2604 20251009 ... 3286 3279 HC
158 158 HC2605 20251009 ... 3281 3276 HC
159 159 HC2606 20251009 ... 3286 3274 HC
160 160 HC2607 20251009 ... 3294 3291 HC
161 161 HC2608 20251009 ... 3298 3293 HC
162 162 HC2609 20251009 ... 3301 3306 HC
163 163 SS2510 20251009 ... 12600 12650 SS
164 164 SS2511 20251009 ... 12800 12785 SS
165 165 SS2512 20251009 ... 12820 12800 SS
166 166 SS2601 20251009 ... 12890 12865 SS
167 167 SS2602 20251009 ... 12925 12915 SS
168 168 SS2603 20251009 ... 13050 13025 SS
169 169 SS2604 20251009 ... 13115 13105 SS
170 170 SS2605 20251009 ... 13195 13160 SS
171 171 SS2606 20251009 ... 13290 13230 SS
172 172 SS2607 20251009 ... 13320 13280 SS
173 173 SS2608 20251009 ... 13375 13340 SS
174 174 SS2609 20251009 ... 13410 13385 SS
175 175 SC2511 20251009 ... 468.7 480.5 SC
176 176 SC2512 20251009 ... 471.4 482 SC
177 177 SC2601 20251009 ... 471.2 481.6 SC
178 178 SC2602 20251009 ... 470.2 481.1 SC
179 179 SC2603 20251009 ... 469.6 480.5 SC
180 180 SC2604 20251009 ... 469.6 480.4 SC
181 181 SC2605 20251009 ... 470.5 482.3 SC
182 182 SC2606 20251009 ... 468.9 479.5 SC
183 183 SC2607 20251009 ... 470.8 478.7 SC
184 184 SC2608 20251009 ... 469.5 477.6 SC
185 185 SC2609 20251009 ... 470.3 478.3 SC
186 186 SC2610 20251009 ... 471 478.3 SC
187 187 SC2612 20251009 ... 463.8 473.7 SC
188 188 SC2703 20251009 ... 472 472.1 SC
189 189 SC2706 20251009 ... 469.9 473 SC
190 190 SC2709 20251009 ... 469.4 476.2 SC
191 191 SC2712 20251009 ... 465.9 474 SC
192 192 SC2803 20251009 ... 458 475.1 SC
193 193 SC2806 20251009 ... 455.2 465.8 SC
194 194 SC2809 20251009 ... 458.2 465.9 SC
195 195 LU2511 20251009 ... 3329 3402 LU
196 196 LU2512 20251009 ... 3342 3417 LU
197 197 LU2601 20251009 ... 3326 3398 LU
198 198 LU2602 20251009 ... 3318 3400 LU
199 199 LU2603 20251009 ... 3327 3375 LU
200 200 LU2604 20251009 ... 3300 3371 LU
201 201 LU2605 20251009 ... 3278 3358 LU
202 202 LU2606 20251009 ... 3289 3361 LU
203 203 LU2607 20251009 ... 3276 3353 LU
204 204 LU2608 20251009 ... 3271 3329 LU
205 205 LU2609 20251009 ... 3267 3317 LU
206 206 LU2610 20251009 ... 3267 3317 LU
207 207 FU2511 20251009 ... 2935 2995 FU
208 208 FU2512 20251009 ... 2851 2911 FU
209 209 FU2601 20251009 ... 2813 2870 FU
210 210 FU2602 20251009 ... 2786 2846 FU
211 211 FU2603 20251009 ... 2780 2833 FU
212 212 FU2604 20251009 ... 2773 2822 FU
213 213 FU2605 20251009 ... 2761 2807 FU
214 214 FU2606 20251009 ... 2752 2791 FU
215 215 FU2607 20251009 ... 2727 2764 FU
216 216 FU2608 20251009 ... 2702 2732 FU
217 217 FU2609 20251009 ... 2691 2718 FU
218 218 FU2610 20251009 ... 2686 2718 FU
219 219 BU2510 20251009 ... 3470 3444 BU
220 220 BU2511 20251009 ... 3376 3427 BU
221 221 BU2512 20251009 ... 3327 3378 BU
222 222 BU2601 20251009 ... 3307 3359 BU
223 223 BU2602 20251009 ... 3314 3366 BU
224 224 BU2603 20251009 ... 3323 3365 BU
225 225 BU2604 20251009 ... 3319 3368 BU
226 226 BU2605 20251009 ... 3328 3374 BU
227 227 BU2606 20251009 ... 3328 3369 BU
228 228 BU2607 20251009 ... 3331 3381 BU
229 229 BU2608 20251009 ... 3356 3378 BU
230 230 BU2609 20251009 ... 3316 3368 BU
231 231 BU2612 20251009 ... 3270 3308 BU
232 232 BU2703 20251009 ... 3276 3311 BU
233 233 BU2706 20251009 ... 3282 3306 BU
234 234 BU2709 20251009 ... 3300 3299 BU
235 235 BR2510 20251009 ... 11310 11230 BR
236 236 BR2511 20251009 ... 11260 11175 BR
237 237 BR2512 20251009 ... 11235 11165 BR
238 238 BR2601 20251009 ... 11225 11165 BR
239 239 BR2602 20251009 ... 11245 11170 BR
240 240 BR2603 20251009 ... 11265 11170 BR
241 241 BR2604 20251009 ... 11195 11175 BR
242 242 BR2605 20251009 ... 11295 11235 BR
243 243 BR2606 20251009 ... 11345 11270 BR
244 244 BR2607 20251009 ... 11415 11375 BR
245 245 BR2608 20251009 ... 11460 11410 BR
246 246 BR2609 20251009 ... 11505 11355 BR
247 247 RU2510 20251009 ... 14535 14265 RU
248 248 RU2511 20251009 ... 14485 14365 RU
249 249 RU2601 20251009 ... 15325 15180 RU
250 250 RU2603 20251009 ... 15345 15155 RU
251 251 RU2604 20251009 ... 15290 15150 RU
252 252 RU2605 20251009 ... 15290 15165 RU
253 253 RU2606 20251009 ... 15270 15175 RU
254 254 RU2607 20251009 ... 15370 15150 RU
255 255 RU2608 20251009 ... 15300 15095 RU
256 256 RU2609 20251009 ... 15315 15145 RU
257 257 NR2510 20251009 ... 12220 12200 NR
258 258 NR2511 20251009 ... 12385 12240 NR
259 259 NR2512 20251009 ... 12385 12255 NR
260 260 NR2601 20251009 ... 12410 12285 NR
261 261 NR2602 20251009 ... 12400 12260 NR
262 262 NR2603 20251009 ... 12390 12280 NR
263 263 NR2604 20251009 ... 12390 12285 NR
264 264 NR2605 20251009 ... 12425 12350 NR
265 265 NR2606 20251009 ... 12470 12415 NR
266 266 NR2607 20251009 ... 12535 12535 NR
267 267 NR2608 20251009 ... 12570 12555 NR
268 268 NR2609 20251009 ... 12510 12510 NR
269 269 SP2510 20251009 ... 4808 4808 SP
270 270 SP2511 20251009 ... 4812 4856 SP
271 271 SP2512 20251009 ... 4832 4874 SP
272 272 SP2601 20251009 ... 5108 5142 SP
273 273 SP2602 20251009 ... 5114 5140 SP
274 274 SP2603 20251009 ... 5130 5160 SP
275 275 SP2604 20251009 ... 5140 5168 SP
276 276 SP2605 20251009 ... 5150 5182 SP
277 277 SP2606 20251009 ... 5182 5198 SP
278 278 SP2607 20251009 ... 5170 5194 SP
279 279 SP2608 20251009 ... 5192 5212 SP
280 280 SP2609 20251009 ... 5178 5212 SP
281 281 OP2601 20251009 ... 4214 4232 OP
282 282 OP2602 20251009 ... 4224 4218 OP
283 283 OP2603 20251009 ... 4222 4258 OP
284 284 OP2604 20251009 ... 4268 4276 OP
285 285 OP2605 20251009 ... 4266 4266 OP
286 286 OP2606 20251009 ... 4234 4236 OP
287 287 OP2607 20251009 ... 4238 4238 OP
288 288 OP2608 20251009 ... 4248 4238 OP
289 289 OP2609 20251009 ... 4266 4330 OP
290 290 EC2510 20251009 ... 1112.5 1122.1 EC
291 291 EC2512 20251009 ... 1620.2 1719.1 EC
292 292 EC2602 20251009 ... 1410.9 1628.2 EC
293 293 EC2604 20251009 ... 1108.4 1243.6 EC
294 294 EC2606 20251009 ... 1294.6 1445.6 EC
295 295 EC2608 20251009 ... 1415.5 1595.7 EC
296 296 SC_TAS2511 20251009 ... SC_TAS
297 297 SC_TAS2512 20251009 ... SC_TAS
298 298 SC_TAS2601 20251009 ... SC_TAS
299 299 SC_TAS2602 20251009 ... SC_TAS
[300 rows x 13 columns]
2025-10-09 18:26:44,885 - future_1d - INFO - ak.get_shfe_daily('2025-10-09') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251009 470.9 472.5 ... 2084237.8 468.7 480.5 SC
1 SC2512 20251009 472 474.9 ... 1261843.21 471.4 482 SC
2 SC2601 20251009 474.1 474.2 ... 524626.75 471.2 481.6 SC
3 SC2602 20251009 472.9 473.3 ... 28075.25 470.2 481.1 SC
4 SC2603 20251009 472.1 473 ... 15122.65 469.6 480.5 SC
5 SC2604 20251009 471 472.7 ... 6857.14 469.6 480.4 SC
6 SC2605 20251009 478.1 478.1 ... 5740.53 470.5 482.3 SC
7 SC2606 20251009 466.2 472.1 ... 18476.2 468.9 479.5 SC
8 SC2607 20251009 477 477 ... 282.52 470.8 478.7 SC
9 SC2608 20251009 469.5 471.3 ... 469.55 469.5 477.6 SC
10 SC2609 20251009 466.2 471.1 ... 1222.99 470.3 478.3 SC
11 SC2610 20251009 ... 0 471 478.3 SC
12 SC2612 20251009 465.3 465.3 ... 185.52 463.8 473.7 SC
13 SC2703 20251009 ... 0 472 472.1 SC
14 SC2706 20251009 ... 0 469.9 473 SC
15 SC2709 20251009 ... 0 469.4 476.2 SC
16 SC2712 20251009 ... 0 465.9 474 SC
17 SC2803 20251009 458 458 ... 91.6 458 475.1 SC
18 SC2806 20251009 458.7 460 ... 1001.62 455.2 465.8 SC
19 SC2809 20251009 459 459 ... 91.64 458.2 465.9 SC
21 LU2511 20251009 3328 3360 ... 100605.809 3329 3402 LU
22 LU2512 20251009 3349 3360 ... 156925.469 3342 3417 LU
23 LU2601 20251009 3346 3346 ... 81003.807 3326 3398 LU
24 LU2602 20251009 3329 3332 ... 3315.233 3318 3400 LU
25 LU2603 20251009 3377 3377 ... 379.372 3327 3375 LU
26 LU2604 20251009 3299 3305 ... 29.7 3300 3371 LU
27 LU2605 20251009 3255 3301 ... 16.394 3278 3358 LU
28 LU2606 20251009 3284 3298 ... 13.156 3289 3361 LU
29 LU2607 20251009 3278 3284 ... 16.383 3276 3353 LU
30 LU2608 20251009 3270 3273 ... 13.085 3271 3329 LU
31 LU2609 20251009 3280 3280 ... 29.407 3267 3317 LU
32 LU2610 20251009 ... 0 3267 3317 LU
34 NR2510 20251009 11360 12380 ... 855.45 12220 12200 NR
35 NR2511 20251009 12200 12490 ... 862883.4 12385 12240 NR
36 NR2512 20251009 12200 12485 ... 445589.105 12385 12255 NR
37 NR2601 20251009 12200 12490 ... 207180.275 12410 12285 NR
38 NR2602 20251009 12320 12435 ... 8979.275 12400 12260 NR
39 NR2603 20251009 12230 12415 ... 5179.585 12390 12280 NR
40 NR2604 20251009 12395 12555 ... 4139.045 12390 12285 NR
41 NR2605 20251009 12490 12490 ... 745.74 12425 12350 NR
42 NR2606 20251009 12475 12520 ... 87.31 12470 12415 NR
43 NR2607 20251009 12550 12550 ... 50.15 12535 12535 NR
44 NR2608 20251009 12585 12585 ... 75.445 12570 12555 NR
45 NR2609 20251009 ... 0 12510 12510 NR
47 BC2510 20251009 76000 76200 ... 570.5 76060 73830 BC
48 BC2511 20251009 75270 77440 ... 327729.33 76560 74070 BC
49 BC2512 20251009 76140 77490 ... 17526.86 76870 74340 BC
50 BC2601 20251009 ... 0 76900 73700 BC
51 BC2602 20251009 ... 0 76900 73700 BC
52 BC2603 20251009 77440 77500 ... 77.47 77470 74550 BC
53 BC2604 20251009 ... 0 77000 73400 BC
54 BC2605 20251009 ... 0 75900 72900 BC
55 BC2606 20251009 ... 0 75880 72960 BC
56 BC2607 20251009 ... 0 75800 72900 BC
57 BC2608 20251009 ... 0 75800 73280 BC
58 BC2609 20251009 ... 0 75710 73400 BC
60 EC2510 20251009 1100 1135 ... 86570.306 1112.5 1122.1 EC
61 EC2512 20251009 1672 1711.5 ... 336268.582 1620.2 1719.1 EC
62 EC2602 20251009 1400 1550 ... 90221.1205 1410.9 1628.2 EC
63 EC2604 20251009 1100 1150 ... 36389.341 1108.4 1243.6 EC
64 EC2606 20251009 1243.2 1349.9 ... 6408.4725 1294.6 1445.6 EC
65 EC2608 20251009 1400 1459 ... 4600.576 1415.5 1595.7 EC
68 SC_TAS2511 20251009 ... SC_TAS
69 SC_TAS2512 20251009 ... SC_TAS
70 SC_TAS2601 20251009 ... SC_TAS
71 SC_TAS2602 20251009 ... SC_TAS
[66 rows x 12 columns]
2025-10-09 18:26:44,952 - future_1d - INFO - ak.get_ine_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 PS2510 20251009 50845.0 ... 50760.0 50845.0 PS
1 PS2511 20251009 51280.0 ... 50185.0 50765.0 PS
2 PS2512 20251009 53900.0 ... 52860.0 53270.0 PS
3 PS2601 20251009 53610.0 ... 52695.0 52955.0 PS
4 PS2602 20251009 53630.0 ... 52535.0 52730.0 PS
5 PS2603 20251009 53475.0 ... 52620.0 52665.0 PS
6 PS2604 20251009 53320.0 ... 52550.0 52665.0 PS
7 PS2605 20251009 53150.0 ... 52570.0 52670.0 PS
8 PS2606 20251009 55075.0 ... 54535.0 54735.0 PS
9 PS2607 20251009 55150.0 ... 54430.0 54590.0 PS
10 PS2608 20251009 54620.0 ... 54115.0 54375.0 PS
11 PS2609 20251009 53925.0 ... 54065.0 54400.0 PS
13 SI2510 20251009 8610.0 ... 8640.0 8660.0 SI
14 SI2511 20251009 8650.0 ... 8645.0 8665.0 SI
15 SI2512 20251009 9000.0 ... 9035.0 9050.0 SI
16 SI2601 20251009 8980.0 ... 8985.0 9000.0 SI
17 SI2602 20251009 9005.0 ... 8990.0 9005.0 SI
18 SI2603 20251009 9035.0 ... 8975.0 9020.0 SI
19 SI2604 20251009 8990.0 ... 9000.0 9030.0 SI
20 SI2605 20251009 9100.0 ... 9020.0 9035.0 SI
21 SI2606 20251009 9035.0 ... 9020.0 9050.0 SI
22 SI2607 20251009 9050.0 ... 9055.0 9060.0 SI
23 SI2608 20251009 8990.0 ... 9040.0 9085.0 SI
24 SI2609 20251009 9045.0 ... 9060.0 9085.0 SI
27 LC2510 20251009 72000.0 ... 73040.0 73340.0 LC
28 LC2511 20251009 73200.0 ... 73700.0 73140.0 LC
29 LC2512 20251009 73880.0 ... 73780.0 73220.0 LC
30 LC2601 20251009 73500.0 ... 73640.0 73160.0 LC
31 LC2602 20251009 72960.0 ... 73320.0 72800.0 LC
32 LC2603 20251009 72960.0 ... 73400.0 72800.0 LC
33 LC2604 20251009 73700.0 ... 73820.0 73200.0 LC
34 LC2605 20251009 73460.0 ... 73740.0 73280.0 LC
35 LC2606 20251009 73140.0 ... 73720.0 73100.0 LC
36 LC2607 20251009 73100.0 ... 73600.0 72960.0 LC
37 LC2608 20251009 73200.0 ... 73720.0 73120.0 LC
38 LC2609 20251009 73640.0 ... 73720.0 73100.0 LC
[36 rows x 12 columns]
2025-10-09 18:26:45,057 - future_1d - INFO - ak.get_gfex_daily('2025-10-09') done
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 714, in urlopen
httplib_response = self._make_request(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 466, in _make_request
six.raise_from(e, None)
File "", line 3, in raise_from
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 461, in _make_request
httplib_response = conn.getresponse()
File "/usr/local/lib/python3.10/http/client.py", line 1374, in getresponse
response.begin()
File "/usr/local/lib/python3.10/http/client.py", line 318, in begin
version, status, reason = self._read_status()
File "/usr/local/lib/python3.10/http/client.py", line 279, in _read_status
line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
File "/usr/local/lib/python3.10/socket.py", line 705, in readinto
return self._sock.recv_into(b)
ConnectionResetError: [Errno 104] Connection reset by peer
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
resp = conn.urlopen(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 798, in urlopen
retries = retries.increment(
File "/usr/local/lib/python3.10/site-packages/urllib3/util/retry.py", line 550, in increment
raise six.reraise(type(error), error, _stacktrace)
File "/usr/local/lib/python3.10/site-packages/urllib3/packages/six.py", line 769, in reraise
raise value.with_traceback(tb)
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 714, in urlopen
httplib_response = self._make_request(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 466, in _make_request
six.raise_from(e, None)
File "", line 3, in raise_from
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 461, in _make_request
httplib_response = conn.getresponse()
File "/usr/local/lib/python3.10/http/client.py", line 1374, in getresponse
response.begin()
File "/usr/local/lib/python3.10/http/client.py", line 318, in begin
version, status, reason = self._read_status()
File "/usr/local/lib/python3.10/http/client.py", line 279, in _read_status
line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
File "/usr/local/lib/python3.10/socket.py", line 705, in readinto
return self._sock.recv_into(b)
urllib3.exceptions.ProtocolError: ('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/project/future_1d/future1d_request.py", line 1043, in save_future_daily
df_ex = eval(f"ak.get_{ex.lower()}_daily('{td.strftime('%Y%m%d')}')")
File "", line 1, in
File "/usr/local/lib/python3.10/site-packages/akshare/futures/futures_daily_bar.py", line 566, in get_dce_daily
r = requests.post(url, data=params, headers=headers)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 115, in post
return request("post", url, data=data, json=json, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 59, in request
return session.request(method=method, url=url, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 682, in send
raise ConnectionError(err, request=request)
requests.exceptions.ConnectionError: ('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))
An error occurred: ('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))
2025-10-09 18:32:00,667 - future_1d - INFO - ak.get_dce_daily('2025-10-09') failed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251009 9180.0 9180.0 ... 606.76 9056.0 8739.0 AP
1 AP511 20251009 8609.0 8772.0 ... 24312.56 8692.0 8550.0 AP
2 AP512 20251009 8568.0 8758.0 ... 4491.72 8655.0 8535.0 AP
3 AP601 20251009 8700.0 8818.0 ... 1078250.16 8691.0 8577.0 AP
4 AP603 20251009 8503.0 8637.0 ... 3828.77 8527.0 8413.0 AP
5 AP604 20251009 8499.0 8623.0 ... 1124.27 8517.0 8390.0 AP
6 AP605 20251009 8551.0 8654.0 ... 31815.85 8564.0 8429.0 AP
7 CF511 20251009 13165.0 13320.0 ... 101359.17 13255.0 13225.0 CF
8 CF601 20251009 13180.0 13345.0 ... 1670284.31 13290.0 13245.0 CF
9 CF603 20251009 13205.0 13345.0 ... 120491.38 13295.0 13235.0 CF
10 CF605 20251009 13240.0 13390.0 ... 319097.65 13330.0 13265.0 CF
11 CF607 20251009 13300.0 13400.0 ... 1389.53 13360.0 13280.0 CF
12 CF609 20251009 13480.0 13560.0 ... 2601.35 13515.0 13440.0 CF
13 CJ512 20251009 10720.0 10935.0 ... 3592.80 10805.0 10715.0 CJ
14 CJ601 20251009 10880.0 11030.0 ... 903134.86 10895.0 10790.0 CJ
15 CJ603 20251009 10835.0 10975.0 ... 17725.72 10845.0 10725.0 CJ
16 CJ605 20251009 10965.0 11090.0 ... 181938.29 10955.0 10835.0 CJ
17 CJ607 20251009 11045.0 11150.0 ... 2912.65 11035.0 10900.0 CJ
18 CJ609 20251009 11145.0 11260.0 ... 1434.59 11165.0 11025.0 CJ
19 CY510 20251009 0.0 0.0 ... 0.00 19480.0 19465.0 CY
20 CY511 20251009 19385.0 19550.0 ... 27406.98 19470.0 19395.0 CY
21 CY512 20251009 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251009 19380.0 19480.0 ... 39105.58 19380.0 19365.0 CY
23 CY602 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251009 19450.0 19450.0 ... 9.73 19450.0 19730.0 CY
25 CY604 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251009 0.0 0.0 ... 0.00 19475.0 19455.0 CY
27 CY606 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251009 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251009 19200.0 20090.0 ... 38.67 19335.0 19550.0 CY
30 CY609 20251009 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251009 1108.0 1108.0 ... 376.47 1101.0 1108.0 FG
32 FG511 20251009 1110.0 1119.0 ... 97334.72 1107.0 1112.0 FG
33 FG512 20251009 1219.0 1236.0 ... 43972.59 1220.0 1232.0 FG
34 FG601 20251009 1217.0 1233.0 ... 3527665.61 1215.0 1230.0 FG
35 FG602 20251009 1274.0 1285.0 ... 30274.50 1272.0 1286.0 FG
36 FG603 20251009 1274.0 1288.0 ... 25672.64 1276.0 1286.0 FG
37 FG604 20251009 1330.0 1348.0 ... 582.20 1335.0 1347.0 FG
38 FG605 20251009 1322.0 1346.0 ... 139714.63 1334.0 1344.0 FG
39 FG606 20251009 1372.0 1375.0 ... 3235.23 1369.0 1380.0 FG
40 FG607 20251009 1354.0 1367.0 ... 2229.94 1356.0 1372.0 FG
41 FG608 20251009 1409.0 1412.0 ... 1360.40 1400.0 1413.0 FG
42 FG609 20251009 1401.0 1415.0 ... 4759.90 1403.0 1414.0 FG
43 JR511 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251009 2246.0 2246.0 ... 830.10 2202.0 2254.0 MA
52 MA511 20251009 2263.0 2269.0 ... 38230.47 2245.0 2285.0 MA
53 MA512 20251009 2298.0 2307.0 ... 31495.53 2276.0 2322.0 MA
54 MA601 20251009 2321.0 2326.0 ... 1253950.85 2298.0 2340.0 MA
55 MA602 20251009 2352.0 2360.0 ... 31262.55 2325.0 2369.0 MA
56 MA603 20251009 2367.0 2378.0 ... 21746.04 2350.0 2383.0 MA
57 MA604 20251009 2372.0 2372.0 ... 87.32 2360.0 2379.0 MA
58 MA605 20251009 2366.0 2372.0 ... 156632.54 2355.0 2373.0 MA
59 MA606 20251009 2367.0 2367.0 ... 9.43 2358.0 2381.0 MA
60 MA607 20251009 2351.0 2351.0 ... 42.05 2336.0 2352.0 MA
61 MA608 20251009 2359.0 2360.0 ... 35.18 2345.0 2356.0 MA
62 MA609 20251009 2331.0 2342.0 ... 2443.41 2325.0 2335.0 MA
63 OI511 20251009 10221.0 10427.0 ... 213930.04 10352.0 10215.0 OI
64 OI601 20251009 10160.0 10266.0 ... 2140115.76 10197.0 10046.0 OI
65 OI603 20251009 9914.0 10032.0 ... 131943.23 9966.0 9827.0 OI
66 OI605 20251009 9619.0 9749.0 ... 128642.37 9683.0 9522.0 OI
67 OI607 20251009 9571.0 9653.0 ... 509.51 9613.0 9474.0 OI
68 OI609 20251009 9500.0 9596.0 ... 763.74 9547.0 9416.0 OI
69 PF510 20251009 6254.0 6304.0 ... 71.88 6250.0 6266.0 PF
70 PF511 20251009 6272.0 6310.0 ... 329022.26 6274.0 6274.0 PF
71 PF512 20251009 6236.0 6250.0 ... 204278.61 6214.0 6240.0 PF
72 PF601 20251009 6272.0 6294.0 ... 63811.44 6258.0 6282.0 PF
73 PF602 20251009 6272.0 6288.0 ... 46188.89 6236.0 6274.0 PF
74 PF603 20251009 6268.0 6268.0 ... 11140.43 6232.0 6294.0 PF
75 PF604 20251009 6312.0 6312.0 ... 15.72 6288.0 6346.0 PF
76 PF605 20251009 6332.0 6344.0 ... 85.11 6304.0 6352.0 PF
77 PF606 20251009 6340.0 6340.0 ... 6.34 6336.0 6362.0 PF
78 PF607 20251009 6330.0 6330.0 ... 3.17 6330.0 6400.0 PF
79 PF608 20251009 0.0 0.0 ... 0.00 6376.0 6418.0 PF
80 PF609 20251009 0.0 0.0 ... 0.00 6390.0 6404.0 PF
81 PK510 20251009 7452.0 7630.0 ... 312.42 7620.0 7688.0 PK
82 PK511 20251009 7828.0 7828.0 ... 332275.29 7712.0 7770.0 PK
83 PK512 20251009 7794.0 7806.0 ... 95956.90 7704.0 7768.0 PK
84 PK601 20251009 7800.0 7802.0 ... 127887.54 7748.0 7782.0 PK
85 PK603 20251009 7810.0 7822.0 ... 9684.64 7782.0 7802.0 PK
86 PK604 20251009 7824.0 7856.0 ... 826.21 7832.0 7816.0 PK
87 PK605 20251009 7850.0 7874.0 ... 10360.89 7840.0 7822.0 PK
88 PL601 20251009 6329.0 6329.0 ... 57138.73 6219.0 6343.0 PL
89 PL602 20251009 6284.0 6284.0 ... 350.16 6253.0 6382.0 PL
90 PL603 20251009 6268.0 6268.0 ... 25.03 6257.0 6387.0 PL
91 PL604 20251009 0.0 0.0 ... 0.00 6363.0 6363.0 PL
92 PL605 20251009 6268.0 6268.0 ... 223.77 6216.0 6331.0 PL
93 PL606 20251009 6290.0 6290.0 ... 12.58 6290.0 6378.0 PL
94 PL607 20251009 6213.0 6320.0 ... 25.07 6267.0 6334.0 PL
95 PL608 20251009 0.0 0.0 ... 0.00 6433.0 6440.0 PL
96 PL609 20251009 0.0 0.0 ... 0.00 6346.0 6490.0 PL
97 PM511 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251009 5758.0 5758.0 ... 17.21 5738.0 5792.0 PR
104 PR511 20251009 5750.0 5774.0 ... 125201.90 5736.0 5754.0 PR
105 PR512 20251009 5738.0 5758.0 ... 171325.02 5726.0 5754.0 PR
106 PR601 20251009 5730.0 5750.0 ... 114113.86 5714.0 5748.0 PR
107 PR602 20251009 5782.0 5782.0 ... 6054.90 5750.0 5782.0 PR
108 PR603 20251009 5786.0 5806.0 ... 207.66 5768.0 5794.0 PR
109 PR604 20251009 5818.0 5852.0 ... 174.10 5804.0 5830.0 PR
110 PR605 20251009 5866.0 5898.0 ... 191.64 5808.0 5864.0 PR
111 PR606 20251009 5816.0 5872.0 ... 17.53 5844.0 5902.0 PR
112 PR607 20251009 5908.0 5908.0 ... 35.03 5840.0 5904.0 PR
113 PR608 20251009 5770.0 5770.0 ... 8.66 5770.0 5906.0 PR
114 PR609 20251009 0.0 0.0 ... 0.00 5870.0 5904.0 PR
115 PX510 20251009 6620.0 6620.0 ... 51.66 6458.0 6620.0 PX
116 PX511 20251009 6556.0 6598.0 ... 349672.10 6528.0 6566.0 PX
117 PX512 20251009 6540.0 6574.0 ... 115972.60 6518.0 6558.0 PX
118 PX601 20251009 6530.0 6568.0 ... 177334.52 6522.0 6562.0 PX
119 PX602 20251009 6566.0 6578.0 ... 68287.39 6524.0 6570.0 PX
120 PX603 20251009 6532.0 6576.0 ... 50412.89 6516.0 6584.0 PX
121 PX604 20251009 6492.0 6562.0 ... 6.53 6528.0 6620.0 PX
122 PX605 20251009 6576.0 6592.0 ... 1929.84 6542.0 6602.0 PX
123 PX606 20251009 0.0 0.0 ... 0.00 6600.0 6600.0 PX
124 PX607 20251009 6622.0 6622.0 ... 3.31 6622.0 6636.0 PX
125 PX608 20251009 0.0 0.0 ... 0.00 6624.0 6644.0 PX
126 PX609 20251009 6526.0 6600.0 ... 9.86 6574.0 6578.0 PX
127 RI511 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251009 2510.0 2516.0 ... 14228.89 2491.0 2490.0 RM
134 RM601 20251009 2441.0 2455.0 ... 501267.72 2429.0 2427.0 RM
135 RM603 20251009 2333.0 2350.0 ... 4343.72 2339.0 2339.0 RM
136 RM605 20251009 2332.0 2340.0 ... 72033.98 2330.0 2325.0 RM
137 RM607 20251009 2322.0 2329.0 ... 3089.16 2321.0 2316.0 RM
138 RM608 20251009 2423.0 2430.0 ... 198.73 2424.0 2418.0 RM
139 RM609 20251009 2415.0 2420.0 ... 1357.93 2412.0 2409.0 RM
140 RS511 20251009 5250.0 5250.0 ... 47.00 5223.0 5282.0 RS
141 RS607 20251009 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251009 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251009 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251009 1171.0 1172.0 ... 3552.39 1163.0 1184.0 SA
145 SA511 20251009 1194.0 1196.0 ... 105802.19 1181.0 1200.0 SA
146 SA512 20251009 1247.0 1257.0 ... 117157.00 1240.0 1263.0 SA
147 SA601 20251009 1256.0 1268.0 ... 1891876.84 1251.0 1272.0 SA
148 SA602 20251009 1294.0 1304.0 ... 102481.15 1288.0 1306.0 SA
149 SA603 20251009 1297.0 1308.0 ... 84438.50 1293.0 1310.0 SA
150 SA604 20251009 1343.0 1353.0 ... 4001.08 1335.0 1356.0 SA
151 SA605 20251009 1346.0 1360.0 ... 122538.83 1343.0 1363.0 SA
152 SA606 20251009 1374.0 1376.0 ... 762.44 1361.0 1379.0 SA
153 SA607 20251009 1372.0 1378.0 ... 1276.17 1363.0 1379.0 SA
154 SA608 20251009 1413.0 1413.0 ... 880.30 1402.0 1417.0 SA
155 SA609 20251009 1415.0 1421.0 ... 3530.95 1407.0 1424.0 SA
156 SF510 20251009 5270.0 5318.0 ... 887.01 5312.0 5356.0 SF
157 SF511 20251009 5502.0 5510.0 ... 358884.87 5472.0 5534.0 SF
158 SF512 20251009 5470.0 5490.0 ... 80190.55 5448.0 5506.0 SF
159 SF601 20251009 5478.0 5480.0 ... 161858.23 5448.0 5504.0 SF
160 SF602 20251009 5436.0 5452.0 ... 36060.99 5404.0 5462.0 SF
161 SF603 20251009 5604.0 5614.0 ... 24688.94 5580.0 5636.0 SF
162 SF604 20251009 5600.0 5600.0 ... 13.97 5588.0 5622.0 SF
163 SF605 20251009 5598.0 5600.0 ... 3126.79 5564.0 5608.0 SF
164 SF606 20251009 5540.0 5566.0 ... 66.40 5534.0 5580.0 SF
165 SF607 20251009 5700.0 5710.0 ... 37.03 5698.0 5742.0 SF
166 SF608 20251009 5682.0 5682.0 ... 2.84 5682.0 5734.0 SF
167 SF609 20251009 5668.0 5688.0 ... 25.53 5674.0 5714.0 SF
168 SH510 20251009 2465.0 2466.0 ... 1370.59 2443.0 2484.0 SH
169 SH511 20251009 2480.0 2487.0 ... 349904.04 2433.0 2484.0 SH
170 SH512 20251009 2525.0 2533.0 ... 126039.38 2479.0 2525.0 SH
171 SH601 20251009 2520.0 2526.0 ... 2154307.81 2469.0 2515.0 SH
172 SH602 20251009 2551.0 2551.0 ... 142219.27 2503.0 2545.0 SH
173 SH603 20251009 2495.0 2550.0 ... 110848.97 2513.0 2561.0 SH
174 SH604 20251009 2571.0 2574.0 ... 299.24 2558.0 2602.0 SH
175 SH605 20251009 2615.0 2615.0 ... 17219.13 2564.0 2606.0 SH
176 SH606 20251009 2595.0 2604.0 ... 325.22 2581.0 2628.0 SH
177 SH607 20251009 2590.0 2605.0 ... 154.16 2569.0 2619.0 SH
178 SH608 20251009 2593.0 2629.0 ... 171.00 2591.0 2631.0 SH
179 SH609 20251009 2638.0 2638.0 ... 148.57 2606.0 2645.0 SH
180 SM510 20251009 0.0 0.0 ... 0.00 5646.0 5646.0 SM
181 SM511 20251009 5772.0 5772.0 ... 40594.04 5746.0 5750.0 SM
182 SM512 20251009 5758.0 5772.0 ... 77416.62 5748.0 5752.0 SM
183 SM601 20251009 5766.0 5778.0 ... 441308.37 5756.0 5768.0 SM
184 SM602 20251009 5776.0 5786.0 ... 209724.76 5760.0 5776.0 SM
185 SM603 20251009 5786.0 5800.0 ... 227429.72 5774.0 5786.0 SM
186 SM604 20251009 5794.0 5794.0 ... 2.90 5794.0 5790.0 SM
187 SM605 20251009 5796.0 5816.0 ... 15813.80 5796.0 5808.0 SM
188 SM606 20251009 5782.0 5816.0 ... 8.69 5796.0 5814.0 SM
189 SM607 20251009 5796.0 5832.0 ... 8.71 5810.0 5824.0 SM
190 SM608 20251009 0.0 0.0 ... 0.00 5848.0 5848.0 SM
191 SM609 20251009 5826.0 5850.0 ... 1463.12 5842.0 5842.0 SM
192 SR511 20251009 5527.0 5578.0 ... 57161.25 5552.0 5527.0 SR
193 SR601 20251009 5498.0 5542.0 ... 1084646.31 5517.0 5490.0 SR
194 SR603 20251009 5482.0 5524.0 ... 92166.09 5507.0 5468.0 SR
195 SR605 20251009 5468.0 5502.0 ... 78376.35 5481.0 5450.0 SR
196 SR607 20251009 5460.0 5498.0 ... 3454.38 5474.0 5441.0 SR
197 SR609 20251009 5461.0 5502.0 ... 3959.40 5484.0 5444.0 SR
198 TA510 20251009 4532.0 4548.0 ... 2697.22 4514.0 4544.0 TA
199 TA511 20251009 4560.0 4580.0 ... 164194.02 4544.0 4574.0 TA
200 TA512 20251009 4572.0 4588.0 ... 88961.68 4552.0 4584.0 TA
201 TA601 20251009 4570.0 4602.0 ... 1282595.32 4564.0 4598.0 TA
202 TA602 20251009 4588.0 4610.0 ... 28680.03 4572.0 4604.0 TA
203 TA603 20251009 4598.0 4618.0 ... 9536.24 4590.0 4622.0 TA
204 TA604 20251009 4600.0 4600.0 ... 32.12 4590.0 4624.0 TA
205 TA605 20251009 4620.0 4642.0 ... 64664.27 4612.0 4640.0 TA
206 TA606 20251009 0.0 0.0 ... 0.00 4644.0 4652.0 TA
207 TA607 20251009 0.0 0.0 ... 0.00 4652.0 4652.0 TA
208 TA608 20251009 4632.0 4632.0 ... 2.32 4632.0 4690.0 TA
209 TA609 20251009 4668.0 4682.0 ... 731.37 4658.0 4680.0 TA
210 UR510 20251009 1520.0 1520.0 ... 485.01 1516.0 1543.0 UR
211 UR511 20251009 1617.0 1619.0 ... 26965.19 1593.0 1639.0 UR
212 UR512 20251009 1631.0 1634.0 ... 25588.16 1600.0 1651.0 UR
213 UR601 20251009 1648.0 1648.0 ... 821537.42 1619.0 1666.0 UR
214 UR602 20251009 1651.0 1654.0 ... 23156.99 1620.0 1673.0 UR
215 UR603 20251009 1685.0 1691.0 ... 474.75 1672.0 1714.0 UR
216 UR604 20251009 1679.0 1679.0 ... 60.18 1672.0 1714.0 UR
217 UR605 20251009 1704.0 1704.0 ... 57571.94 1681.0 1715.0 UR
218 UR606 20251009 1710.0 1710.0 ... 1116.39 1686.0 1716.0 UR
219 UR607 20251009 1737.0 1737.0 ... 92.96 1722.0 1743.0 UR
220 UR608 20251009 1735.0 1735.0 ... 65.21 1716.0 1737.0 UR
221 UR609 20251009 1720.0 1720.0 ... 689.09 1706.0 1737.0 UR
222 WH511 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-09 18:32:00,957 - future_1d - INFO - ak.get_czce_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 IC2510 20251009 7445.000 ... 7531.400 7394.200 IC
1 IC2511 20251009 7381.800 ... 7471.600 7332.800 IC
2 IC2512 20251009 7330.000 ... 7432.800 7288.800 IC
3 IC2603 20251009 7180.000 ... 7272.200 7115.800 IC
4 IF2510 20251009 4655.000 ... 4712.000 4637.200 IF
5 IF2511 20251009 4649.600 ... 4703.200 4627.400 IF
6 IF2512 20251009 4639.000 ... 4694.400 4621.200 IF
7 IF2603 20251009 4617.000 ... 4672.600 4596.200 IF
8 IH2510 20251009 3000.000 ... 3022.800 2988.600 IH
9 IH2511 20251009 3001.000 ... 3022.200 2987.000 IH
10 IH2512 20251009 2996.000 ... 3024.200 2988.600 IH
11 IH2603 20251009 3001.200 ... 3023.800 2989.400 IH
12 IM2510 20251009 7599.600 ... 7618.800 7556.400 IM
13 IM2511 20251009 7521.800 ... 7539.400 7484.200 IM
14 IM2512 20251009 7444.000 ... 7467.800 7408.400 IM
15 IM2603 20251009 7220.000 ... 7248.800 7184.200 IM
16 T2512 20251009 107.855 ... 108.050 107.885 T
17 T2603 20251009 107.525 ... 107.730 107.565 T
18 T2606 20251009 107.465 ... 107.615 107.465 T
19 TF2512 20251009 105.600 ... 105.750 105.655 TF
20 TF2603 20251009 105.500 ... 105.610 105.525 TF
21 TF2606 20251009 105.425 ... 105.625 105.575 TF
22 TL2512 20251009 113.800 ... 114.530 114.000 TL
23 TL2603 20251009 113.650 ... 114.180 113.660 TL
24 TL2606 20251009 113.600 ... 114.140 113.640 TL
25 TS2512 20251009 102.360 ... 102.410 102.374 TS
26 TS2603 20251009 102.280 ... 102.304 102.282 TS
27 TS2606 20251009 102.350 ... 102.356 102.322 TS
[28 rows x 12 columns]
2025-10-09 18:32:01,012 - future_1d - INFO - ak.get_cffex_daily('2025-10-09') done
2025-10-09 18:32:02,785 - future_1d - INFO - save future_daily 2025-10-09 completed