50 eb2605 20250828 7345.00 ... 7310.00 7383.00 EB
51 eb2606 20250828 0.00 ... 7341.00 7341.00 EB
52 eb2607 20250828 0.00 ... 7376.00 7376.00 EB
53 eb2608 20250828 0.00 ... 7350.00 7410.00 EB
54 eg2509 20250828 4444.00 ... 4429.00 4440.00 EG
55 eg2510 20250828 4460.00 ... 4437.00 4460.00 EG
56 eg2511 20250828 4464.00 ... 4447.00 4473.00 EG
57 eg2512 20250828 4470.00 ... 4463.00 4488.00 EG
58 eg2601 20250828 4478.00 ... 4464.00 4492.00 EG
59 eg2602 20250828 4486.00 ... 4481.00 4502.00 EG
60 eg2603 20250828 4481.00 ... 4476.00 4505.00 EG
61 eg2604 20250828 4498.00 ... 4518.00 4533.00 EG
62 eg2605 20250828 4505.00 ... 4505.00 4523.00 EG
63 eg2606 20250828 0.00 ... 4522.00 4522.00 EG
64 eg2607 20250828 4509.00 ... 4507.00 4525.00 EG
65 eg2608 20250828 0.00 ... 4513.00 4513.00 EG
66 fb2509 20250828 1319.00 ... 1319.00 1306.00 FB
67 fb2510 20250828 1278.00 ... 1274.50 1276.00 FB
68 fb2511 20250828 1277.50 ... 1274.50 1276.50 FB
69 fb2512 20250828 1274.50 ... 1271.50 1278.50 FB
70 fb2601 20250828 1272.50 ... 1272.00 1276.00 FB
71 fb2602 20250828 1269.00 ... 1265.50 1274.00 FB
72 fb2603 20250828 0.00 ... 1313.50 1313.50 FB
73 fb2604 20250828 0.00 ... 1310.50 1310.50 FB
74 fb2605 20250828 0.00 ... 1311.00 1311.00 FB
75 fb2606 20250828 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250828 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250828 0.00 ... 1302.50 1302.50 FB
78 i2509 20250828 796.50 ... 801.50 797.00 I
79 i2510 20250828 792.50 ... 797.00 793.00 I
80 i2511 20250828 790.00 ... 794.50 790.50 I
81 i2512 20250828 785.00 ... 789.00 785.50 I
82 i2601 20250828 776.00 ... 781.50 777.00 I
83 i2602 20250828 771.00 ... 774.50 772.50 I
84 i2603 20250828 766.00 ... 770.50 767.00 I
85 i2604 20250828 761.50 ... 765.50 762.50 I
86 i2605 20250828 754.50 ... 758.50 754.50 I
87 i2606 20250828 749.50 ... 752.50 750.50 I
88 i2607 20250828 747.00 ... 750.00 747.00 I
89 i2608 20250828 742.00 ... 746.00 743.50 I
90 j2509 20250828 1608.00 ... 1584.50 1608.00 J
91 j2510 20250828 1604.50 ... 1612.00 1627.00 J
92 j2511 20250828 1641.50 ... 1633.50 1654.00 J
93 j2512 20250828 1646.00 ... 1642.50 1651.00 J
94 j2601 20250828 1678.50 ... 1657.50 1681.00 J
95 j2602 20250828 1696.50 ... 1674.50 1703.00 J
96 j2603 20250828 1700.00 ... 1689.00 1721.00 J
97 j2604 20250828 0.00 ... 1752.50 1752.50 J
98 j2605 20250828 1765.00 ... 1743.00 1768.00 J
99 j2606 20250828 0.00 ... 1779.00 1804.00 J
100 j2607 20250828 0.00 ... 1804.00 1805.50 J
101 j2608 20250828 0.00 ... 1802.50 1806.00 J
102 jd2509 20250828 2890.00 ... 2848.00 2909.00 JD
103 jd2510 20250828 2970.00 ... 2951.00 2997.00 JD
104 jd2511 20250828 3015.00 ... 2981.00 3047.00 JD
105 jd2512 20250828 3125.00 ... 3101.00 3174.00 JD
106 jd2601 20250828 3345.00 ... 3314.00 3366.00 JD
107 jd2602 20250828 3093.00 ... 3075.00 3100.00 JD
108 jd2603 20250828 3116.00 ... 3093.00 3121.00 JD
109 jd2604 20250828 3300.00 ... 3276.00 3320.00 JD
110 jd2605 20250828 3430.00 ... 3390.00 3452.00 JD
111 jd2606 20250828 3275.00 ... 3205.00 3301.00 JD
112 jd2607 20250828 3508.00 ... 3398.00 3531.00 JD
113 jd2608 20250828 3921.00 ... 3804.00 3980.00 JD
114 jm2509 20250828 1021.00 ... 1005.50 1025.00 JM
115 jm2510 20250828 1034.00 ... 1028.50 1052.50 JM
116 jm2511 20250828 1085.50 ... 1076.00 1097.50 JM
117 jm2512 20250828 1132.00 ... 1117.00 1133.50 JM
118 jm2601 20250828 1155.00 ... 1152.50 1164.50 JM
119 jm2602 20250828 1173.00 ... 1169.00 1179.00 JM
120 jm2603 20250828 1183.00 ... 1178.50 1189.50 JM
121 jm2604 20250828 1190.50 ... 1189.00 1195.50 JM
122 jm2605 20250828 1198.00 ... 1194.00 1204.00 JM
123 jm2606 20250828 1203.50 ... 1206.50 1209.00 JM
124 jm2607 20250828 1212.50 ... 1209.50 1221.00 JM
125 jm2608 20250828 1211.50 ... 1222.50 1224.50 JM
126 l2509 20250828 7335.00 ... 7303.00 7338.00 L
127 l2510 20250828 7340.00 ... 7322.00 7362.00 L
128 l2511 20250828 7363.00 ... 7338.00 7381.00 L
129 l2512 20250828 7372.00 ... 7350.00 7390.00 L
130 l2601 20250828 7370.00 ... 7352.00 7389.00 L
131 l2602 20250828 7360.00 ... 7345.00 7380.00 L
132 l2603 20250828 7358.00 ... 7351.00 7367.00 L
133 l2604 20250828 7385.00 ... 7379.00 7407.00 L
134 l2605 20250828 7376.00 ... 7354.00 7394.00 L
135 l2606 20250828 7360.00 ... 7354.00 7393.00 L
136 l2607 20250828 7360.00 ... 7365.00 7398.00 L
137 l2608 20250828 7378.00 ... 7408.00 7389.00 L
138 lg2509 20250828 794.00 ... 788.50 797.50 LG
139 lg2511 20250828 815.00 ... 815.50 819.00 LG
140 lg2601 20250828 827.00 ... 830.00 830.00 LG
141 lg2603 20250828 829.50 ... 834.00 835.00 LG
142 lg2605 20250828 829.50 ... 833.50 835.00 LG
143 lg2607 20250828 829.50 ... 834.00 833.00 LG
144 lh2509 20250828 13460.00 ... 13350.00 13525.00 LH
145 lh2511 20250828 13715.00 ... 13635.00 13780.00 LH
146 lh2601 20250828 14050.00 ... 13985.00 14130.00 LH
147 lh2603 20250828 13230.00 ... 13165.00 13240.00 LH
148 lh2605 20250828 13645.00 ... 13560.00 13640.00 LH
149 lh2607 20250828 14140.00 ... 14115.00 14165.00 LH
150 m2509 20250828 2992.00 ... 2992.00 3005.00 M
151 m2511 20250828 3005.00 ... 3012.00 3021.00 M
152 m2512 20250828 3048.00 ... 3054.00 3063.00 M
153 m2601 20250828 3044.00 ... 3046.00 3055.00 M
154 m2603 20250828 2996.00 ... 2992.00 2999.00 M
155 m2605 20250828 2829.00 ... 2821.00 2827.00 M
156 m2607 20250828 2823.00 ... 2815.00 2823.00 M
157 m2608 20250828 2950.00 ... 2945.00 2951.00 M
158 p2509 20250828 9436.00 ... 9388.00 9432.00 P
159 p2510 20250828 9476.00 ... 9466.00 9498.00 P
160 p2511 20250828 9490.00 ... 9454.00 9494.00 P
161 p2512 20250828 9508.00 ... 9466.00 9508.00 P
162 p2601 20250828 9518.00 ... 9476.00 9518.00 P
163 p2602 20250828 9470.00 ... 9410.00 9476.00 P
164 p2603 20250828 9408.00 ... 9370.00 9414.00 P
165 p2604 20250828 9328.00 ... 9304.00 9374.00 P
166 p2605 20250828 9250.00 ... 9214.00 9266.00 P
167 p2606 20250828 9096.00 ... 9116.00 9142.00 P
168 p2607 20250828 8978.00 ... 8980.00 9018.00 P
169 p2608 20250828 8900.00 ... 8900.00 8956.00 P
170 pg2509 20250828 3871.00 ... 3859.00 3884.00 PG
171 pg2510 20250828 4410.00 ... 4422.00 4430.00 PG
172 pg2511 20250828 4324.00 ... 4334.00 4335.00 PG
173 pg2512 20250828 4260.00 ... 4275.00 4274.00 PG
174 pg2601 20250828 4212.00 ... 4218.00 4217.00 PG
175 pg2602 20250828 4149.00 ... 4147.00 4144.00 PG
176 pg2603 20250828 4060.00 ... 4055.00 4052.00 PG
177 pg2604 20250828 4365.00 ... 4358.00 4352.00 PG
178 pg2605 20250828 4263.00 ... 4268.00 4276.00 PG
179 pg2606 20250828 0.00 ... 4209.00 4209.00 PG
180 pg2607 20250828 0.00 ... 4126.00 4126.00 PG
181 pg2608 20250828 0.00 ... 4141.00 4141.00 PG
182 pp2509 20250828 6980.00 ... 6952.00 6982.00 PP
183 pp2510 20250828 6985.00 ... 6959.00 6987.00 PP
184 pp2511 20250828 6992.00 ... 6981.00 7008.00 PP
185 pp2512 20250828 7014.00 ... 7001.00 7026.00 PP
186 pp2601 20250828 7026.00 ... 7013.00 7036.00 PP
187 pp2602 20250828 7000.00 ... 6993.00 7015.00 PP
188 pp2603 20250828 6994.00 ... 6982.00 7013.00 PP
189 pp2604 20250828 7001.00 ... 7001.00 7027.00 PP
190 pp2605 20250828 7028.00 ... 7028.00 7054.00 PP
191 pp2606 20250828 6998.00 ... 7010.00 7012.00 PP
192 pp2607 20250828 6982.00 ... 6983.00 6985.00 PP
193 pp2608 20250828 6988.00 ... 6985.00 7044.00 PP
194 rr2509 20250828 3560.00 ... 3554.00 3558.00 RR
195 rr2510 20250828 3611.00 ... 3610.00 3611.00 RR
196 rr2511 20250828 3611.00 ... 3611.00 3613.00 RR
197 rr2512 20250828 3606.00 ... 3602.00 3610.00 RR
198 rr2601 20250828 3624.00 ... 3619.00 3621.00 RR
199 rr2602 20250828 3604.00 ... 3604.00 3606.00 RR
200 rr2603 20250828 0.00 ... 3610.00 3610.00 RR
201 rr2604 20250828 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250828 0.00 ... 3615.00 3615.00 RR
203 rr2606 20250828 0.00 ... 3605.00 3605.00 RR
204 rr2607 20250828 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250828 0.00 ... 3625.00 3625.00 RR
206 v2509 20250828 4802.00 ... 4785.00 4840.00 V
207 v2510 20250828 4842.00 ... 4829.00 4878.00 V
208 v2511 20250828 4879.00 ... 4865.00 4913.00 V
209 v2512 20250828 4917.00 ... 4903.00 4956.00 V
210 v2601 20250828 4947.00 ... 4934.00 4990.00 V
211 v2602 20250828 4988.00 ... 4970.00 5023.00 V
212 v2603 20250828 4997.00 ... 5002.00 5058.00 V
213 v2604 20250828 5231.00 ... 5205.00 5274.00 V
214 v2605 20250828 5252.00 ... 5239.00 5301.00 V
215 v2606 20250828 5259.00 ... 5257.00 5324.00 V
216 v2607 20250828 5312.00 ... 5297.00 5356.00 V
217 v2608 20250828 5325.00 ... 5322.00 5369.00 V
218 y2509 20250828 8468.00 ... 8452.00 8492.00 Y
219 y2511 20250828 8434.00 ... 8418.00 8452.00 Y
220 y2512 20250828 8454.00 ... 8442.00 8470.00 Y
221 y2601 20250828 8408.00 ... 8390.00 8418.00 Y
222 y2603 20250828 8340.00 ... 8342.00 8352.00 Y
223 y2605 20250828 8114.00 ... 8114.00 8128.00 Y
224 y2607 20250828 8080.00 ... 8068.00 8068.00 Y
225 y2608 20250828 8070.00 ... 8038.00 8068.00 Y
[226 rows x 12 columns]
2025-09-01 18:26:34,289 - future_1d - INFO - ak.get_dce_daily('2025-08-28') done
2025-09-01 18:26:36,027 - future_1d - INFO - save future_daily 2025-08-28 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250829 8402.0 8409.0 ... 628977.30 8360.0 8377.0 AP
1 AP511 20250829 8165.0 8193.0 ... 5890.68 8144.0 8165.0 AP
2 AP512 20250829 8215.0 8222.0 ... 393.40 8196.0 8174.0 AP
3 AP601 20250829 8281.0 8300.0 ... 248831.67 8258.0 8250.0 AP
4 AP603 20250829 8161.0 8179.0 ... 154.70 8142.0 8118.0 AP
5 AP604 20250829 8142.0 8142.0 ... 48.73 8122.0 8126.0 AP
6 AP605 20250829 8215.0 8240.0 ... 1420.12 8209.0 8181.0 AP
7 CF509 20250829 13710.0 13875.0 ... 152624.45 13795.0 13730.0 CF
8 CF511 20250829 14020.0 14205.0 ... 646629.84 14105.0 13985.0 CF
9 CF601 20250829 14095.0 14340.0 ... 3868320.37 14260.0 14070.0 CF
10 CF603 20250829 14055.0 14290.0 ... 7545.32 14225.0 14040.0 CF
11 CF605 20250829 14045.0 14280.0 ... 182765.20 14205.0 14025.0 CF
12 CF607 20250829 14050.0 14265.0 ... 1775.95 14210.0 14030.0 CF
13 CJ509 20250829 10125.0 10465.0 ... 9187.10 10180.0 10105.0 CJ
14 CJ512 20250829 11375.0 11425.0 ... 9197.96 11340.0 11290.0 CJ
15 CJ601 20250829 11520.0 11545.0 ... 552570.17 11460.0 11405.0 CJ
16 CJ603 20250829 11515.0 11575.0 ... 5198.40 11500.0 11435.0 CJ
17 CJ605 20250829 11655.0 11690.0 ... 80786.21 11615.0 11560.0 CJ
18 CJ607 20250829 11800.0 11835.0 ... 1118.33 11770.0 11715.0 CJ
19 CY509 20250829 20220.0 20995.0 ... 477.84 20335.0 20225.0 CY
20 CY510 20250829 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250829 20110.0 20280.0 ... 120347.44 20180.0 20090.0 CY
22 CY512 20250829 20195.0 20275.0 ... 60.01 20005.0 19905.0 CY
23 CY601 20250829 20140.0 20320.0 ... 6111.53 20235.0 20080.0 CY
24 CY602 20250829 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250829 0.0 0.0 ... 0.00 20365.0 20285.0 CY
26 CY604 20250829 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250829 20455.0 20455.0 ... 10.23 20455.0 20325.0 CY
28 CY606 20250829 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250829 0.0 0.0 ... 0.00 20335.0 20205.0 CY
30 CY608 20250829 0.0 0.0 ... 0.00 20295.0 20295.0 CY
31 FG509 20250829 971.0 1020.0 ... 423716.10 970.0 973.0 FG
32 FG510 20250829 1073.0 1083.0 ... 135124.91 1066.0 1066.0 FG
33 FG511 20250829 1079.0 1083.0 ... 214118.06 1066.0 1064.0 FG
34 FG512 20250829 1185.0 1187.0 ... 100110.39 1173.0 1166.0 FG
35 FG601 20250829 1178.0 1188.0 ... 3543123.76 1173.0 1163.0 FG
36 FG602 20250829 1230.0 1237.0 ... 1935.82 1224.0 1216.0 FG
37 FG603 20250829 1233.0 1238.0 ... 1237.09 1225.0 1215.0 FG
38 FG604 20250829 1280.0 1284.0 ... 429.74 1271.0 1260.0 FG
39 FG605 20250829 1268.0 1280.0 ... 56979.60 1266.0 1256.0 FG
40 FG606 20250829 1298.0 1305.0 ... 676.94 1292.0 1286.0 FG
41 FG607 20250829 1290.0 1297.0 ... 983.09 1283.0 1277.0 FG
42 FG608 20250829 1316.0 1320.0 ... 608.81 1312.0 1305.0 FG
43 JR509 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250829 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250829 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250829 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250829 2230.0 2235.0 ... 58230.75 2214.0 2232.0 MA
53 MA510 20250829 2270.0 2287.0 ... 110064.41 2267.0 2275.0 MA
54 MA511 20250829 2305.0 2314.0 ... 148745.15 2295.0 2298.0 MA
55 MA512 20250829 2351.0 2360.0 ... 34742.83 2344.0 2345.0 MA
56 MA601 20250829 2373.0 2385.0 ... 994541.61 2370.0 2368.0 MA
57 MA602 20250829 2394.0 2403.0 ... 95.60 2390.0 2382.0 MA
58 MA603 20250829 2393.0 2395.0 ... 38.21 2388.0 2386.0 MA
59 MA604 20250829 2383.0 2383.0 ... 7.14 2381.0 2381.0 MA
60 MA605 20250829 2382.0 2390.0 ... 39211.54 2378.0 2371.0 MA
61 MA606 20250829 2383.0 2383.0 ... 11.92 2383.0 2377.0 MA
62 MA607 20250829 2381.0 2386.0 ... 52.39 2381.0 2369.0 MA
63 MA608 20250829 2387.0 2388.0 ... 40.43 2378.0 2371.0 MA
64 OI509 20250829 9961.0 10005.0 ... 73772.27 9968.0 9954.0 OI
65 OI511 20250829 9924.0 9931.0 ... 461761.15 9895.0 9907.0 OI
66 OI601 20250829 9820.0 9828.0 ... 2394592.43 9782.0 9811.0 OI
67 OI603 20250829 9758.0 9763.0 ... 3601.47 9707.0 9733.0 OI
68 OI605 20250829 9664.0 9673.0 ... 39019.94 9627.0 9637.0 OI
69 OI607 20250829 9599.0 9620.0 ... 105.46 9587.0 9629.0 OI
70 PF509 20250829 6418.0 6418.0 ... 1135.19 6378.0 6452.0 PF
71 PF510 20250829 6530.0 6538.0 ... 539567.62 6486.0 6530.0 PF
72 PF511 20250829 6512.0 6522.0 ... 385308.46 6468.0 6510.0 PF
73 PF512 20250829 6500.0 6504.0 ... 131884.52 6456.0 6498.0 PF
74 PF601 20250829 6510.0 6516.0 ... 36716.54 6474.0 6514.0 PF
75 PF602 20250829 6472.0 6502.0 ... 2487.21 6486.0 6518.0 PF
76 PF603 20250829 6486.0 6504.0 ... 35.69 6490.0 6532.0 PF
77 PF604 20250829 0.0 0.0 ... 0.00 6554.0 6554.0 PF
78 PF605 20250829 6556.0 6558.0 ... 81.71 6538.0 6578.0 PF
79 PF606 20250829 6564.0 6566.0 ... 9.83 6556.0 6594.0 PF
80 PF607 20250829 6540.0 6540.0 ... 3.27 6540.0 6590.0 PF
81 PF608 20250829 6548.0 6548.0 ... 3.27 6548.0 6598.0 PF
82 PK510 20250829 8004.0 8018.0 ... 47593.25 7990.0 8036.0 PK
83 PK511 20250829 7794.0 7820.0 ... 242000.33 7792.0 7804.0 PK
84 PK512 20250829 7782.0 7832.0 ... 47216.94 7808.0 7810.0 PK
85 PK601 20250829 7862.0 7876.0 ... 24016.56 7860.0 7866.0 PK
86 PK603 20250829 7870.0 7872.0 ... 117.94 7864.0 7872.0 PK
87 PK604 20250829 7878.0 7882.0 ... 86.65 7878.0 7872.0 PK
88 PK605 20250829 7880.0 7886.0 ... 5405.86 7870.0 7880.0 PK
89 PL601 20250829 6462.0 6466.0 ... 13697.84 6425.0 6440.0 PL
90 PL602 20250829 6457.0 6457.0 ... 64.45 6445.0 6464.0 PL
91 PL603 20250829 6419.0 6434.0 ... 89.90 6421.0 6458.0 PL
92 PL604 20250829 6443.0 6443.0 ... 12.89 6443.0 6473.0 PL
93 PL605 20250829 6373.0 6373.0 ... 25.45 6362.0 6364.0 PL
94 PL606 20250829 6422.0 6422.0 ... 12.84 6422.0 6421.0 PL
95 PL607 20250829 6428.0 6428.0 ... 12.86 6428.0 6466.0 PL
96 PL608 20250829 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250829 5814.0 5872.0 ... 3271.01 5832.0 5806.0 PR
104 PR510 20250829 5998.0 5998.0 ... 215327.41 5966.0 5962.0 PR
105 PR511 20250829 5996.0 6002.0 ... 540068.57 5954.0 5968.0 PR
106 PR512 20250829 6016.0 6016.0 ... 262159.27 5952.0 5972.0 PR
107 PR601 20250829 6010.0 6010.0 ... 5909.03 5970.0 5982.0 PR
108 PR602 20250829 0.0 0.0 ... 0.00 6002.0 6028.0 PR
109 PR603 20250829 0.0 0.0 ... 0.00 6006.0 6032.0 PR
110 PR604 20250829 0.0 0.0 ... 0.00 6014.0 6014.0 PR
111 PR605 20250829 0.0 0.0 ... 0.00 6022.0 6022.0 PR
112 PR606 20250829 0.0 0.0 ... 0.00 6050.0 6050.0 PR
113 PR607 20250829 6026.0 6026.0 ... 54.19 6022.0 6052.0 PR
114 PR608 20250829 6026.0 6026.0 ... 54.23 6026.0 6060.0 PR
115 PX509 20250829 6880.0 6932.0 ... 13337.99 6866.0 6886.0 PX
116 PX510 20250829 6896.0 6924.0 ... 296135.77 6866.0 6900.0 PX
117 PX511 20250829 6900.0 6914.0 ... 923813.88 6844.0 6890.0 PX
118 PX512 20250829 6862.0 6872.0 ... 75024.09 6812.0 6850.0 PX
119 PX601 20250829 6846.0 6850.0 ... 111434.50 6792.0 6832.0 PX
120 PX602 20250829 0.0 0.0 ... 0.00 6800.0 6800.0 PX
121 PX603 20250829 0.0 0.0 ... 0.00 6786.0 6786.0 PX
122 PX604 20250829 0.0 0.0 ... 0.00 6812.0 6836.0 PX
123 PX605 20250829 6816.0 6816.0 ... 428.49 6802.0 6816.0 PX
124 PX606 20250829 6786.0 6786.0 ... 3.39 6786.0 6808.0 PX
125 PX607 20250829 6790.0 6790.0 ... 3.40 6790.0 6802.0 PX
126 PX608 20250829 0.0 0.0 ... 0.00 6826.0 6826.0 PX
127 RI509 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250829 2547.0 2565.0 ... 21978.40 2554.0 2561.0 RM
134 RM511 20250829 2518.0 2560.0 ... 33480.18 2543.0 2510.0 RM
135 RM601 20250829 2481.0 2521.0 ... 803320.70 2496.0 2478.0 RM
136 RM603 20250829 2401.0 2424.0 ... 13142.58 2405.0 2409.0 RM
137 RM605 20250829 2410.0 2429.0 ... 87283.31 2411.0 2419.0 RM
138 RM607 20250829 2394.0 2414.0 ... 9030.16 2396.0 2404.0 RM
139 RM608 20250829 2456.0 2494.0 ... 2078.62 2457.0 2473.0 RM
140 RS509 20250829 4705.0 4760.0 ... 261.78 4675.0 4779.0 RS
141 RS511 20250829 5195.0 5195.0 ... 36.09 5156.0 5111.0 RS
142 RS607 20250829 5525.0 5574.0 ... 83.25 5550.0 5563.0 RS
143 RS608 20250829 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250829 1186.0 1192.0 ... 175776.45 1170.0 1184.0 SA
145 SA510 20250829 1235.0 1238.0 ... 105694.77 1222.0 1224.0 SA
146 SA511 20250829 1243.0 1244.0 ... 295443.99 1228.0 1231.0 SA
147 SA512 20250829 1306.0 1309.0 ... 175921.32 1290.0 1290.0 SA
148 SA601 20250829 1316.0 1318.0 ... 3270092.96 1298.0 1297.0 SA
149 SA602 20250829 1336.0 1343.0 ... 4942.56 1324.0 1322.0 SA
150 SA603 20250829 1343.0 1347.0 ... 5010.93 1327.0 1329.0 SA
151 SA604 20250829 1375.0 1380.0 ... 489.68 1368.0 1361.0 SA
152 SA605 20250829 1380.0 1385.0 ... 74471.91 1370.0 1367.0 SA
153 SA606 20250829 1390.0 1390.0 ... 471.04 1377.0 1373.0 SA
154 SA607 20250829 1388.0 1391.0 ... 758.14 1378.0 1377.0 SA
155 SA608 20250829 1412.0 1412.0 ... 451.96 1404.0 1398.0 SA
156 SF509 20250829 5356.0 5400.0 ... 24762.49 5364.0 5426.0 SF
157 SF510 20250829 5430.0 5430.0 ... 151201.85 5382.0 5436.0 SF
158 SF511 20250829 5594.0 5612.0 ... 726044.49 5566.0 5620.0 SF
159 SF512 20250829 5572.0 5580.0 ... 67433.93 5542.0 5592.0 SF
160 SF601 20250829 5586.0 5586.0 ... 172943.63 5538.0 5592.0 SF
161 SF602 20250829 5540.0 5548.0 ... 1810.22 5502.0 5560.0 SF
162 SF603 20250829 5694.0 5724.0 ... 85.41 5694.0 5738.0 SF
163 SF604 20250829 5670.0 5690.0 ... 45.40 5676.0 5726.0 SF
164 SF605 20250829 5700.0 5708.0 ... 3021.11 5674.0 5724.0 SF
165 SF606 20250829 5652.0 5670.0 ... 191.68 5638.0 5694.0 SF
166 SF607 20250829 5800.0 5824.0 ... 170.68 5786.0 5848.0 SF
167 SF608 20250829 5784.0 5800.0 ... 17.35 5784.0 5850.0 SF
168 SH509 20250829 2538.0 2540.0 ... 45119.03 2495.0 2540.0 SH
169 SH510 20250829 2650.0 2660.0 ... 433345.34 2622.0 2650.0 SH
170 SH511 20250829 2673.0 2677.0 ... 772802.86 2649.0 2670.0 SH
171 SH512 20250829 2698.0 2702.0 ... 192001.48 2673.0 2696.0 SH
172 SH601 20250829 2690.0 2694.0 ... 2981729.77 2660.0 2686.0 SH
173 SH602 20250829 2696.0 2701.0 ... 4164.29 2675.0 2699.0 SH
174 SH603 20250829 2715.0 2715.0 ... 2668.22 2687.0 2710.0 SH
175 SH604 20250829 2758.0 2758.0 ... 451.72 2738.0 2760.0 SH
176 SH605 20250829 2787.0 2787.0 ... 45655.31 2753.0 2776.0 SH
177 SH606 20250829 2772.0 2772.0 ... 430.80 2762.0 2781.0 SH
178 SH607 20250829 2752.0 2753.0 ... 140.08 2747.0 2767.0 SH
179 SH608 20250829 2755.0 2759.0 ... 82.57 2752.0 2768.0 SH
180 SM509 20250829 5722.0 5722.0 ... 56699.68 5678.0 5718.0 SM
181 SM510 20250829 5710.0 5730.0 ... 128024.26 5692.0 5732.0 SM
182 SM511 20250829 5820.0 5820.0 ... 214366.08 5770.0 5810.0 SM
183 SM512 20250829 5816.0 5816.0 ... 64494.90 5772.0 5818.0 SM
184 SM601 20250829 5822.0 5822.0 ... 600421.24 5786.0 5818.0 SM
185 SM602 20250829 5844.0 5844.0 ... 463.95 5800.0 5832.0 SM
186 SM603 20250829 5796.0 5836.0 ... 34.83 5806.0 5844.0 SM
187 SM604 20250829 5814.0 5814.0 ... 8.71 5810.0 5884.0 SM
188 SM605 20250829 5876.0 5876.0 ... 12649.22 5830.0 5866.0 SM
189 SM606 20250829 5838.0 5852.0 ... 29.11 5824.0 5866.0 SM
190 SM607 20250829 5852.0 5874.0 ... 96.42 5844.0 5874.0 SM
191 SM608 20250829 5874.0 5892.0 ... 46.99 5874.0 5890.0 SM
192 SR509 20250829 5620.0 5622.0 ... 22812.97 5598.0 5621.0 SR
193 SR511 20250829 5595.0 5603.0 ... 194152.09 5586.0 5585.0 SR
194 SR601 20250829 5610.0 5616.0 ... 842891.35 5600.0 5601.0 SR
195 SR603 20250829 5586.0 5591.0 ... 3001.63 5579.0 5580.0 SR
196 SR605 20250829 5570.0 5573.0 ... 33493.71 5560.0 5563.0 SR
197 SR607 20250829 5565.0 5566.0 ... 1544.55 5556.0 5557.0 SR
198 TA509 20250829 4734.0 4742.0 ... 129302.24 4718.0 4754.0 TA
199 TA510 20250829 4786.0 4790.0 ... 285704.45 4762.0 4790.0 TA
200 TA511 20250829 4792.0 4794.0 ... 270158.39 4766.0 4786.0 TA
201 TA512 20250829 4794.0 4798.0 ... 81235.76 4768.0 4794.0 TA
202 TA601 20250829 4802.0 4802.0 ... 1438165.65 4774.0 4798.0 TA
203 TA602 20250829 4802.0 4826.0 ... 266.36 4800.0 4804.0 TA
204 TA603 20250829 4820.0 4840.0 ... 79.41 4814.0 4818.0 TA
205 TA604 20250829 4818.0 4824.0 ... 7.22 4812.0 4820.0 TA
206 TA605 20250829 4834.0 4842.0 ... 46268.80 4812.0 4832.0 TA
207 TA606 20250829 4846.0 4846.0 ... 19.26 4816.0 4854.0 TA
208 TA607 20250829 4860.0 4862.0 ... 12.11 4846.0 4852.0 TA
209 TA608 20250829 4870.0 4870.0 ... 12.15 4858.0 4844.0 TA
210 UR509 20250829 1703.0 1710.0 ... 21243.53 1688.0 1710.0 UR
211 UR510 20250829 1718.0 1727.0 ... 40988.13 1708.0 1724.0 UR
212 UR511 20250829 1745.0 1754.0 ... 41400.40 1746.0 1749.0 UR
213 UR512 20250829 1749.0 1754.0 ... 975.21 1748.0 1751.0 UR
214 UR601 20250829 1754.0 1758.0 ... 414515.11 1750.0 1753.0 UR
215 UR602 20250829 1750.0 1754.0 ... 426.11 1746.0 1752.0 UR
216 UR603 20250829 1786.0 1792.0 ... 242.90 1786.0 1793.0 UR
217 UR604 20250829 1788.0 1788.0 ... 7.15 1787.0 1793.0 UR
218 UR605 20250829 1787.0 1796.0 ... 17194.06 1790.0 1790.0 UR
219 UR606 20250829 1786.0 1787.0 ... 99.91 1784.0 1784.0 UR
220 UR607 20250829 1796.0 1799.0 ... 64.66 1796.0 1797.0 UR
221 UR608 20250829 1791.0 1796.0 ... 50.16 1791.0 1796.0 UR
222 WH509 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-01 18:26:45,961 - future_1d - INFO - ak.get_czce_daily('2025-08-29') done
symbol date open ... settle pre_settle variety
0 IC2509 20250829 6960.000 ... 6983.400 6920.400 IC
1 IC2510 20250829 6934.600 ... 6935.200 6883.200 IC
2 IC2512 20250829 6821.800 ... 6828.400 6778.800 IC
3 IC2603 20250829 6700.000 ... 6682.600 6644.400 IC
4 IF2509 20250829 4452.200 ... 4502.600 4436.600 IF
5 IF2510 20250829 4450.000 ... 4496.600 4428.800 IF
6 IF2512 20250829 4441.000 ... 4481.800 4417.600 IF
7 IF2603 20250829 4414.000 ... 4459.000 4398.000 IF
8 IH2509 20250829 2952.800 ... 2978.600 2945.000 IH
9 IH2510 20250829 2957.800 ... 2974.800 2943.800 IH
10 IH2512 20250829 2955.200 ... 2978.800 2946.800 IH
11 IH2603 20250829 2961.200 ... 2981.200 2950.600 IH
12 IM2509 20250829 7357.800 ... 7353.800 7322.400 IM
13 IM2510 20250829 7314.800 ... 7294.800 7268.800 IM
14 IM2512 20250829 7179.000 ... 7165.600 7149.400 IM
15 IM2603 20250829 7017.000 ... 6986.400 6982.000 IM
16 T2509 20250829 108.050 ... 108.055 108.035 T
17 T2512 20250829 107.795 ... 107.820 107.805 T
18 T2603 20250829 107.560 ... 107.585 107.570 T
19 TF2509 20250829 105.610 ... 105.655 105.610 TF
20 TF2512 20250829 105.460 ... 105.515 105.470 TF
21 TF2603 20250829 105.395 ... 105.410 105.380 TF
22 TL2509 20250829 116.960 ... 117.020 117.010 TL
23 TL2512 20250829 116.480 ... 116.560 116.540 TL
24 TL2603 20250829 116.110 ... 116.230 116.190 TL
25 TS2509 20250829 102.326 ... 102.348 102.314 TS
26 TS2512 20250829 102.374 ... 102.420 102.374 TS
27 TS2603 20250829 102.302 ... 102.354 102.328 TS
[28 rows x 12 columns]
2025-09-01 18:26:46,347 - future_1d - INFO - ak.get_cffex_daily('2025-08-29') done
symbol date open ... settle pre_settle variety
0 PS2509 20250829 49300.0 ... 49520.0 49140.0 PS
1 PS2510 20250829 49770.0 ... 49540.0 49105.0 PS
2 PS2511 20250829 49400.0 ... 49310.0 48960.0 PS
3 PS2512 20250829 52100.0 ... 51880.0 51510.0 PS
4 PS2601 20250829 51875.0 ... 51940.0 51590.0 PS
5 PS2602 20250829 52020.0 ... 52110.0 51675.0 PS
6 PS2603 20250829 51790.0 ... 51900.0 51790.0 PS
7 PS2604 20250829 52405.0 ... 52415.0 52060.0 PS
8 PS2605 20250829 52300.0 ... 52400.0 52025.0 PS
9 PS2606 20250829 54715.0 ... 54890.0 54580.0 PS
10 PS2607 20250829 54760.0 ... 55050.0 54715.0 PS
11 PS2608 20250829 54945.0 ... 55120.0 54700.0 PS
13 SI2509 20250829 8445.0 ... 8365.0 8445.0 SI
14 SI2510 20250829 8490.0 ... 8425.0 8490.0 SI
15 SI2511 20250829 8515.0 ... 8420.0 8500.0 SI
16 SI2512 20250829 8885.0 ... 8790.0 8875.0 SI
17 SI2601 20250829 8855.0 ... 8785.0 8850.0 SI
18 SI2602 20250829 8865.0 ... 8775.0 8845.0 SI
19 SI2603 20250829 8905.0 ... 8790.0 8870.0 SI
20 SI2604 20250829 8835.0 ... 8795.0 8880.0 SI
21 SI2605 20250829 8885.0 ... 8810.0 8865.0 SI
22 SI2606 20250829 8900.0 ... 8815.0 8845.0 SI
23 SI2607 20250829 8910.0 ... 8845.0 8855.0 SI
24 SI2608 20250829 8835.0 ... 8810.0 8840.0 SI
27 LC2509 20250829 77420.0 ... 77620.0 77120.0 LC
28 LC2510 20250829 77940.0 ... 77740.0 77040.0 LC
29 LC2511 20250829 77800.0 ... 77680.0 76880.0 LC
30 LC2512 20250829 77160.0 ... 77320.0 76420.0 LC
31 LC2601 20250829 76860.0 ... 77080.0 76140.0 LC
32 LC2602 20250829 76680.0 ... 76700.0 75700.0 LC
33 LC2603 20250829 75940.0 ... 76260.0 75520.0 LC
34 LC2604 20250829 76580.0 ... 76180.0 75480.0 LC
35 LC2605 20250829 75900.0 ... 76060.0 75340.0 LC
36 LC2606 20250829 75680.0 ... 75820.0 75080.0 LC
37 LC2607 20250829 75680.0 ... 75740.0 75020.0 LC
38 LC2608 20250829 75880.0 ... 76280.0 75280.0 LC
[36 rows x 12 columns]
2025-09-01 18:26:46,476 - future_1d - INFO - ak.get_gfex_daily('2025-08-29') done
symbol date open ... settle pre_settle variety
0 SC2509 20250829 476.7 ... 475.8 473 SC
1 SC2510 20250829 483.4 ... 482.9 481.1 SC
2 SC2511 20250829 484.4 ... 483.7 482.7 SC
3 SC2512 20250829 485.1 ... 483.6 483.1 SC
4 SC2601 20250829 483.6 ... 482.7 483.1 SC
5 SC2602 20250829 483 ... 482.2 482.3 SC
6 SC2603 20250829 480.3 ... 480.7 481 SC
7 SC2604 20250829 479.1 ... 478.4 480.3 SC
8 SC2605 20250829 478.1 ... 478.9 479 SC
9 SC2606 20250829 478.5 ... 476.9 478 SC
10 SC2607 20250829 476 ... 476 477.5 SC
11 SC2608 20250829 477.6 ... 476.5 478.5 SC
12 SC2609 20250829 ... 476.1 476.1 SC
13 SC2612 20250829 ... 480.9 481.2 SC
14 SC2703 20250829 477.6 ... 477 477.3 SC
15 SC2706 20250829 476.5 ... 476.4 473 SC
16 SC2709 20250829 478 ... 474.8 472.8 SC
17 SC2712 20250829 477.7 ... 474.4 471.3 SC
18 SC2803 20250829 471.4 ... 471.4 471 SC
19 SC2806 20250829 467.5 ... 469 468.7 SC
21 LU2509 20250829 ... 3312 3312 LU
22 LU2510 20250829 3500 ... 3483 3495 LU
23 LU2511 20250829 3505 ... 3491 3501 LU
24 LU2512 20250829 3490 ... 3473 3484 LU
25 LU2601 20250829 3471 ... 3454 3466 LU
26 LU2602 20250829 3449 ... 3419 3445 LU
27 LU2603 20250829 3415 ... 3434 3439 LU
28 LU2604 20250829 ... 3415 3415 LU
29 LU2605 20250829 3399 ... 3407 3412 LU
30 LU2606 20250829 ... 3424 3424 LU
31 LU2607 20250829 3406 ... 3412 3417 LU
32 LU2608 20250829 ... 3407 3407 LU
34 NR2509 20250829 12690 ... 12610 12645 NR
35 NR2510 20250829 12770 ... 12670 12725 NR
36 NR2511 20250829 12800 ... 12705 12770 NR
37 NR2512 20250829 12810 ... 12735 12790 NR
38 NR2601 20250829 12830 ... 12780 12810 NR
39 NR2602 20250829 12765 ... 12765 12830 NR
40 NR2603 20250829 12835 ... 12810 12900 NR
41 NR2604 20250829 12845 ... 12840 12980 NR
42 NR2605 20250829 12850 ... 12860 12985 NR
43 NR2606 20250829 ... 12980 12980 NR
44 NR2607 20250829 12835 ... 12835 12980 NR
45 NR2608 20250829 12890 ... 12890 12960 NR
47 BC2509 20250829 69800 ... 70040 69840 BC
48 BC2510 20250829 70160 ... 70260 69940 BC
49 BC2511 20250829 70090 ... 70270 69970 BC
50 BC2512 20250829 ... 70180 70180 BC
51 BC2601 20250829 69980 ... 69980 70100 BC
52 BC2602 20250829 ... 70100 70100 BC
53 BC2603 20250829 ... 70100 70100 BC
54 BC2604 20250829 69390 ... 69390 70100 BC
55 BC2605 20250829 69410 ... 69410 70170 BC
56 BC2606 20250829 ... 69790 69790 BC
57 BC2607 20250829 ... 69370 69370 BC
58 BC2608 20250829 ... 69370 69370 BC
60 EC2510 20250829 1290 ... 1272 1288.7 EC
61 EC2512 20250829 1580.2 ... 1562.6 1580.5 EC
62 EC2602 20250829 1411.5 ... 1406 1412.8 EC
63 EC2604 20250829 1215.1 ... 1210.6 1226.1 EC
64 EC2606 20250829 1372.9 ... 1375.1 1389.5 EC
65 EC2608 20250829 1577.1 ... 1562.7 1578.5 EC
68 SC_TAS2510 20250829 ... SC_TAS
69 SC_TAS2511 20250829 ... SC_TAS
70 SC_TAS2512 20250829 ... SC_TAS
[65 rows x 12 columns]
2025-09-01 18:26:46,539 - future_1d - INFO - ak.get_ine_daily('2025-08-29') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250829 ... 79200 78880 CU
1 1 CU2510 20250829 ... 79220 78820 CU
2 2 CU2511 20250829 ... 79220 78830 CU
3 3 CU2512 20250829 ... 79160 78800 CU
4 4 CU2601 20250829 ... 79160 78750 CU
5 5 CU2602 20250829 ... 79090 78760 CU
6 6 CU2603 20250829 ... 79070 78750 CU
7 7 CU2604 20250829 ... 79230 78800 CU
8 8 CU2605 20250829 ... 79140 78850 CU
9 9 CU2606 20250829 ... 79240 78870 CU
10 10 CU2607 20250829 ... 79180 78900 CU
11 11 CU2608 20250829 ... 79240 78890 CU
12 12 BC2509 20250829 ... 70040 69840 BC
13 13 BC2510 20250829 ... 70260 69940 BC
14 14 BC2511 20250829 ... 70270 69970 BC
15 15 BC2512 20250829 ... 70180 70180 BC
16 16 BC2601 20250829 ... 69980 70100 BC
17 17 BC2602 20250829 ... 70100 70100 BC
18 18 BC2603 20250829 ... 70100 70100 BC
19 19 BC2604 20250829 ... 69390 70100 BC
20 20 BC2605 20250829 ... 69410 70170 BC
21 21 BC2606 20250829 ... 69790 69790 BC
22 22 BC2607 20250829 ... 69370 69370 BC
23 23 BC2608 20250829 ... 69370 69370 BC
24 24 AL2509 20250829 ... 20740 20730 AL
25 25 AL2510 20250829 ... 20730 20710 AL
26 26 AL2511 20250829 ... 20715 20700 AL
27 27 AL2512 20250829 ... 20695 20670 AL
28 28 AL2601 20250829 ... 20680 20650 AL
29 29 AL2602 20250829 ... 20685 20660 AL
30 30 AL2603 20250829 ... 20710 20680 AL
31 31 AL2604 20250829 ... 20720 20695 AL
32 32 AL2605 20250829 ... 20750 20705 AL
33 33 AL2606 20250829 ... 20755 20725 AL
34 34 AL2607 20250829 ... 20755 20710 AL
35 35 AL2608 20250829 ... 20745 20705 AL
36 36 ZN2509 20250829 ... 22080 22140 ZN
37 37 ZN2510 20250829 ... 22095 22135 ZN
38 38 ZN2511 20250829 ... 22095 22130 ZN
39 39 ZN2512 20250829 ... 22105 22135 ZN
40 40 ZN2601 20250829 ... 22110 22135 ZN
41 41 ZN2602 20250829 ... 22120 22140 ZN
42 42 ZN2603 20250829 ... 22180 22165 ZN
43 43 ZN2604 20250829 ... 22180 22165 ZN
44 44 ZN2605 20250829 ... 22195 22185 ZN
45 45 ZN2606 20250829 ... 22170 22160 ZN
46 46 ZN2607 20250829 ... 22170 22175 ZN
47 47 ZN2608 20250829 ... 22190 22215 ZN
48 48 PB2509 20250829 ... 16810 16855 PB
49 49 PB2510 20250829 ... 16850 16880 PB
50 50 PB2511 20250829 ... 16860 16875 PB
51 51 PB2512 20250829 ... 16875 16880 PB
52 52 PB2601 20250829 ... 16885 16915 PB
53 53 PB2602 20250829 ... 16965 16965 PB
54 54 PB2603 20250829 ... 16950 16995 PB
55 55 PB2604 20250829 ... 16975 16985 PB
56 56 PB2605 20250829 ... 17015 17015 PB
57 57 PB2606 20250829 ... 17105 17055 PB
58 58 PB2607 20250829 ... 17125 17090 PB
59 59 PB2608 20250829 ... 17105 17090 PB
60 60 NI2509 20250829 ... 121010 120550 NI
61 61 NI2510 20250829 ... 121300 120760 NI
62 62 NI2511 20250829 ... 121410 120900 NI
63 63 NI2512 20250829 ... 121570 121100 NI
64 64 NI2601 20250829 ... 121830 121370 NI
65 65 NI2602 20250829 ... 122050 121600 NI
66 66 NI2603 20250829 ... 122310 121860 NI
67 67 NI2604 20250829 ... 122650 122070 NI
68 68 NI2605 20250829 ... 122920 122330 NI
69 69 NI2606 20250829 ... 123120 122710 NI
70 70 NI2607 20250829 ... 123280 122740 NI
71 71 NI2608 20250829 ... 123480 123130 NI
72 72 SN2509 20250829 ... 274520 271850 SN
73 73 SN2510 20250829 ... 275810 272350 SN
74 74 SN2511 20250829 ... 276040 272610 SN
75 75 SN2512 20250829 ... 276090 272570 SN
76 76 SN2601 20250829 ... 275800 272740 SN
77 77 SN2602 20250829 ... 274410 273250 SN
78 78 SN2603 20250829 ... 275990 272980 SN
79 79 SN2604 20250829 ... 274310 273030 SN
80 80 SN2605 20250829 ... 276340 272960 SN
81 81 SN2606 20250829 ... 278230 273980 SN
82 82 SN2607 20250829 ... 276450 273270 SN
83 83 SN2608 20250829 ... 275770 273360 SN
84 84 AO2509 20250829 ... 3006 3032 AO
85 85 AO2510 20250829 ... 3019 3036 AO
86 86 AO2511 20250829 ... 3022 3037 AO
87 87 AO2512 20250829 ... 3025 3044 AO
88 88 AO2601 20250829 ... 3030 3047 AO
89 89 AO2602 20250829 ... 3025 3044 AO
90 90 AO2603 20250829 ... 3025 3046 AO
91 91 AO2604 20250829 ... 3041 3048 AO
92 92 AO2605 20250829 ... 3044 3057 AO
93 93 AO2606 20250829 ... 3048 3057 AO
94 94 AO2607 20250829 ... 3052 3062 AO
95 95 AO2608 20250829 ... 3049 3072 AO
96 96 AD2511 20250829 ... 20320 20290 AD
97 97 AD2512 20250829 ... 20335 20300 AD
98 98 AD2601 20250829 ... 20245 20245 AD
99 99 AD2602 20250829 ... 20210 20210 AD
100 100 AD2603 20250829 ... 20220 20220 AD
101 101 AD2604 20250829 ... 19975 19975 AD
102 102 AD2605 20250829 ... 20095 20160 AD
103 103 AD2606 20250829 ... 19935 19795 AD
104 104 AD2607 20250829 ... 19925 19925 AD
105 105 AD2608 20250829 ... 20315 20315 AD
106 106 AU2509 20250829 ... 783.22 781.74 AU
107 107 AU2510 20250829 ... 784.26 782.74 AU
108 108 AU2511 20250829 ... 785.6 784.6 AU
109 109 AU2512 20250829 ... 786.56 785.06 AU
110 110 AU2602 20250829 ... 788.54 787.04 AU
111 111 AU2604 20250829 ... 790.86 789.22 AU
112 112 AU2606 20250829 ... 793 791.4 AU
113 113 AU2608 20250829 ... 795.26 793.38 AU
114 114 AG2509 20250829 ... 9374 9332 AG
115 115 AG2510 20250829 ... 9385 9321 AG
116 116 AG2511 20250829 ... 9397 9328 AG
117 117 AG2512 20250829 ... 9409 9352 AG
118 118 AG2601 20250829 ... 9417 9352 AG
119 119 AG2602 20250829 ... 9428 9368 AG
120 120 AG2603 20250829 ... 9442 9383 AG
121 121 AG2604 20250829 ... 9460 9397 AG
122 122 AG2605 20250829 ... 9469 9404 AG
123 123 AG2606 20250829 ... 9486 9428 AG
124 124 AG2607 20250829 ... 9497 9456 AG
125 125 AG2608 20250829 ... 9516 9488 AG
126 126 RB2509 20250829 ... 3057 3093 RB
127 127 RB2510 20250829 ... 3107 3116 RB
128 128 RB2511 20250829 ... 3106 3112 RB
129 129 RB2512 20250829 ... 3157 3162 RB
130 130 RB2601 20250829 ... 3175 3182 RB
131 131 RB2602 20250829 ... 3161 3166 RB
132 132 RB2603 20250829 ... 3173 3180 RB
133 133 RB2604 20250829 ... 3199 3199 RB
134 134 RB2605 20250829 ... 3217 3223 RB
135 135 RB2606 20250829 ... 3236 3241 RB
136 136 RB2607 20250829 ... 3246 3243 RB
137 137 RB2608 20250829 ... 3242 3245 RB
138 138 WR2509 20250829 ... 3342 3342 WR
139 139 WR2510 20250829 ... 3316 3335 WR
140 140 WR2511 20250829 ... 3284 3368 WR
141 141 WR2512 20250829 ... 3439 3474 WR
142 142 WR2601 20250829 ... 3380 3380 WR
143 143 WR2602 20250829 ... 3365 3440 WR
144 144 WR2603 20250829 ... 3438 3438 WR
145 145 WR2604 20250829 ... 3455 3455 WR
146 146 WR2605 20250829 ... 3429 3429 WR
147 147 WR2606 20250829 ... 3396 3396 WR
148 148 WR2607 20250829 ... 3449 3460 WR
149 149 WR2608 20250829 ... 3344 3430 WR
150 150 HC2509 20250829 ... 3397 3394 HC
151 151 HC2510 20250829 ... 3366 3362 HC
152 152 HC2511 20250829 ... 3360 3358 HC
153 153 HC2512 20250829 ... 3362 3358 HC
154 154 HC2601 20250829 ... 3356 3353 HC
155 155 HC2602 20250829 ... 3367 3347 HC
156 156 HC2603 20250829 ... 3354 3354 HC
157 157 HC2604 20250829 ... 3369 3355 HC
158 158 HC2605 20250829 ... 3359 3357 HC
159 159 HC2606 20250829 ... 3362 3357 HC
160 160 HC2607 20250829 ... 3363 3360 HC
161 161 HC2608 20250829 ... 3361 3371 HC
162 162 SS2509 20250829 ... 12725 12700 SS
163 163 SS2510 20250829 ... 12805 12795 SS
164 164 SS2511 20250829 ... 12870 12870 SS
165 165 SS2512 20250829 ... 12930 12930 SS
166 166 SS2601 20250829 ... 12990 12975 SS
167 167 SS2602 20250829 ... 13035 13010 SS
168 168 SS2603 20250829 ... 13110 13095 SS
169 169 SS2604 20250829 ... 13175 13140 SS
170 170 SS2605 20250829 ... 13255 13235 SS
171 171 SS2606 20250829 ... 13310 13255 SS
172 172 SS2607 20250829 ... 13330 13325 SS
173 173 SS2608 20250829 ... 13405 13405 SS
174 174 SC2509 20250829 ... 475.8 473 SC
175 175 SC2510 20250829 ... 482.9 481.1 SC
176 176 SC2511 20250829 ... 483.7 482.7 SC
177 177 SC2512 20250829 ... 483.6 483.1 SC
178 178 SC2601 20250829 ... 482.7 483.1 SC
179 179 SC2602 20250829 ... 482.2 482.3 SC
180 180 SC2603 20250829 ... 480.7 481 SC
181 181 SC2604 20250829 ... 478.4 480.3 SC
182 182 SC2605 20250829 ... 478.9 479 SC
183 183 SC2606 20250829 ... 476.9 478 SC
184 184 SC2607 20250829 ... 476 477.5 SC
185 185 SC2608 20250829 ... 476.5 478.5 SC
186 186 SC2609 20250829 ... 476.1 476.1 SC
187 187 SC2612 20250829 ... 480.9 481.2 SC
188 188 SC2703 20250829 ... 477 477.3 SC
189 189 SC2706 20250829 ... 476.4 473 SC
190 190 SC2709 20250829 ... 474.8 472.8 SC
191 191 SC2712 20250829 ... 474.4 471.3 SC
192 192 SC2803 20250829 ... 471.4 471 SC
193 193 SC2806 20250829 ... 469 468.7 SC
194 194 LU2509 20250829 ... 3312 3312 LU
195 195 LU2510 20250829 ... 3483 3495 LU
196 196 LU2511 20250829 ... 3491 3501 LU
197 197 LU2512 20250829 ... 3473 3484 LU
198 198 LU2601 20250829 ... 3454 3466 LU
199 199 LU2602 20250829 ... 3419 3445 LU
200 200 LU2603 20250829 ... 3434 3439 LU
201 201 LU2604 20250829 ... 3415 3415 LU
202 202 LU2605 20250829 ... 3407 3412 LU
203 203 LU2606 20250829 ... 3424 3424 LU
204 204 LU2607 20250829 ... 3412 3417 LU
205 205 LU2608 20250829 ... 3407 3407 LU
206 206 FU2509 20250829 ... 2754 2760 FU
207 207 FU2510 20250829 ... 2825 2826 FU
208 208 FU2511 20250829 ... 2817 2815 FU
209 209 FU2512 20250829 ... 2804 2801 FU
210 210 FU2601 20250829 ... 2797 2791 FU
211 211 FU2602 20250829 ... 2784 2775 FU
212 212 FU2603 20250829 ... 2768 2767 FU
213 213 FU2604 20250829 ... 2768 2761 FU
214 214 FU2605 20250829 ... 2753 2752 FU
215 215 FU2606 20250829 ... 2743 2745 FU
216 216 FU2607 20250829 ... 2728 2722 FU
217 217 FU2608 20250829 ... 2717 2707 FU
218 218 BU2509 20250829 ... 3526 3518 BU
219 219 BU2510 20250829 ... 3505 3501 BU
220 220 BU2511 20250829 ... 3482 3467 BU
221 221 BU2512 20250829 ... 3428 3416 BU
222 222 BU2601 20250829 ... 3392 3382 BU
223 223 BU2602 20250829 ... 3398 3384 BU
224 224 BU2603 20250829 ... 3381 3383 BU
225 225 BU2604 20250829 ... 3400 3378 BU
226 226 BU2605 20250829 ... 3394 3367 BU
227 227 BU2606 20250829 ... 3387 3368 BU
228 228 BU2607 20250829 ... 3379 3353 BU
229 229 BU2608 20250829 ... 3367 3367 BU
230 230 BU2609 20250829 ... 3363 3342 BU
231 231 BU2612 20250829 ... 3322 3295 BU
232 232 BU2703 20250829 ... 3322 3300 BU
233 233 BU2706 20250829 ... 3310 3309 BU
234 234 BR2509 20250829 ... 11845 11830 BR
235 235 BR2510 20250829 ... 11855 11890 BR
236 236 BR2511 20250829 ... 11825 11855 BR
237 237 BR2512 20250829 ... 11810 11825 BR
238 238 BR2601 20250829 ... 11805 11860 BR
239 239 BR2602 20250829 ... 11865 11935 BR
240 240 BR2603 20250829 ... 11855 11840 BR
241 241 BR2604 20250829 ... 11890 11900 BR
242 242 BR2605 20250829 ... 11900 11945 BR
243 243 BR2606 20250829 ... 11870 11985 BR
244 244 BR2607 20250829 ... 12015 12170 BR
245 245 BR2608 20250829 ... 12000 11980 BR
246 246 RU2509 20250829 ... 14870 14915 RU
247 247 RU2510 20250829 ... 14870 14915 RU
248 248 RU2511 20250829 ... 14855 14885 RU
249 249 RU2601 20250829 ... 15830 15880 RU
250 250 RU2603 20250829 ... 15855 15895 RU
251 251 RU2604 20250829 ... 15895 15915 RU
252 252 RU2605 20250829 ... 15915 15965 RU
253 253 RU2606 20250829 ... 16000 16025 RU
254 254 RU2607 20250829 ... 15930 16045 RU
255 255 RU2608 20250829 ... 16095 16095 RU
256 256 NR2509 20250829 ... 12610 12645 NR
257 257 NR2510 20250829 ... 12670 12725 NR
258 258 NR2511 20250829 ... 12705 12770 NR
259 259 NR2512 20250829 ... 12735 12790 NR
260 260 NR2601 20250829 ... 12780 12810 NR
261 261 NR2602 20250829 ... 12765 12830 NR
262 262 NR2603 20250829 ... 12810 12900 NR
263 263 NR2604 20250829 ... 12840 12980 NR
264 264 NR2605 20250829 ... 12860 12985 NR
265 265 NR2606 20250829 ... 12980 12980 NR
266 266 NR2607 20250829 ... 12835 12980 NR
267 267 NR2608 20250829 ... 12890 12960 NR
268 268 SP2509 20250829 ... 4944 4930 SP
269 269 SP2510 20250829 ... 4972 4966 SP
270 270 SP2511 20250829 ... 4994 4980 SP
271 271 SP2512 20250829 ... 5012 4998 SP
272 272 SP2601 20250829 ... 5322 5272 SP
273 273 SP2602 20250829 ... 5312 5256 SP
274 274 SP2603 20250829 ... 5326 5288 SP
275 275 SP2604 20250829 ... 5328 5302 SP
276 276 SP2605 20250829 ... 5346 5306 SP
277 277 SP2606 20250829 ... 5374 5310 SP
278 278 SP2607 20250829 ... 5352 5314 SP
279 279 SP2608 20250829 ... 5358 5334 SP
280 280 EC2510 20250829 ... 1272 1288.7 EC
281 281 EC2512 20250829 ... 1562.6 1580.5 EC
282 282 EC2602 20250829 ... 1406 1412.8 EC
283 283 EC2604 20250829 ... 1210.6 1226.1 EC
284 284 EC2606 20250829 ... 1375.1 1389.5 EC
285 285 EC2608 20250829 ... 1562.7 1578.5 EC
286 287 SC_TAS2510 20250829 ... SC_TAS
287 288 SC_TAS2511 20250829 ... SC_TAS
288 289 SC_TAS2512 20250829 ... SC_TAS
[289 rows x 13 columns]
2025-09-01 18:26:46,647 - future_1d - INFO - ak.get_shfe_daily('2025-08-29') done
symbol date open ... settle pre_settle variety
0 a2509 20250829 4106.00 ... 4069.00 4087.00 A
1 a2511 20250829 3927.00 ... 3933.00 3933.00 A
2 a2601 20250829 3914.00 ... 3936.00 3934.00 A
3 a2603 20250829 3936.00 ... 3939.00 3940.00 A
4 a2605 20250829 3975.00 ... 3984.00 3982.00 A
5 a2607 20250829 3984.00 ... 3992.00 3990.00 A
6 b2509 20250829 3664.00 ... 3718.00 3664.00 B
7 b2510 20250829 3680.00 ... 3685.00 3680.00 B
8 b2511 20250829 3722.00 ... 3721.00 3725.00 B
9 b2512 20250829 3754.00 ... 3755.00 3762.00 B
10 b2601 20250829 3746.00 ... 3748.00 3752.00 B
11 b2602 20250829 3727.00 ... 3730.00 3734.00 B
12 b2603 20250829 3692.00 ... 3687.00 3699.00 B
13 b2604 20250829 3595.00 ... 3589.00 3603.00 B
14 b2605 20250829 3538.00 ... 3529.00 3545.00 B
15 b2606 20250829 3511.00 ... 3508.00 3524.00 B
16 b2607 20250829 3514.00 ... 3513.00 3530.00 B
17 b2608 20250829 3601.00 ... 3596.00 3612.00 B
18 bb2509 20250829 136.00 ... 136.00 143.15 BB
19 bb2511 20250829 144.70 ... 144.70 144.00 BB
20 bb2601 20250829 146.65 ... 147.20 147.50 BB
21 bb2603 20250829 0.00 ... 147.00 147.25 BB
22 bb2605 20250829 0.00 ... 140.80 141.05 BB
23 bb2607 20250829 0.00 ... 146.55 146.80 BB
24 bz2603 20250829 6120.00 ... 6065.00 6096.00 BZ
25 bz2604 20250829 6035.00 ... 6037.00 6074.00 BZ
26 bz2605 20250829 6077.00 ... 6067.00 6093.00 BZ
27 bz2606 20250829 6039.00 ... 6039.00 6066.00 BZ
28 bz2607 20250829 0.00 ... 6108.00 6166.00 BZ
29 bz2608 20250829 5901.00 ... 5951.00 6175.00 BZ
30 c2509 20250829 2250.00 ... 2233.00 2244.00 C
31 c2511 20250829 2189.00 ... 2187.00 2178.00 C
32 c2601 20250829 2184.00 ... 2181.00 2177.00 C
33 c2603 20250829 2202.00 ... 2198.00 2195.00 C
34 c2605 20250829 2248.00 ... 2247.00 2243.00 C
35 c2607 20250829 2262.00 ... 2260.00 2256.00 C
36 cs2509 20250829 2524.00 ... 2504.00 2528.00 CS
37 cs2511 20250829 2494.00 ... 2492.00 2484.00 CS
38 cs2601 20250829 2526.00 ... 2527.00 2521.00 CS
39 cs2603 20250829 2537.00 ... 2535.00 2531.00 CS
40 cs2605 20250829 2607.00 ... 2605.00 2601.00 CS
41 cs2607 20250829 2607.00 ... 2609.00 2605.00 CS
42 eb2509 20250829 7136.00 ... 7059.00 7109.00 EB
43 eb2510 20250829 7181.00 ... 7117.00 7148.00 EB
44 eb2511 20250829 7193.00 ... 7133.00 7165.00 EB
45 eb2512 20250829 7218.00 ... 7154.00 7190.00 EB
46 eb2601 20250829 7242.00 ... 7187.00 7218.00 EB
47 eb2602 20250829 7266.00 ... 7210.00 7255.00 EB
48 eb2603 20250829 7294.00 ... 7255.00 7299.00 EB
49 eb2604 20250829 7289.00 ... 7276.00 7318.00 EB
50 eb2605 20250829 7307.00 ... 7290.00 7310.00 EB
51 eb2606 20250829 0.00 ... 7341.00 7341.00 EB
52 eb2607 20250829 0.00 ... 7376.00 7376.00 EB
53 eb2608 20250829 0.00 ... 7350.00 7350.00 EB
54 eg2509 20250829 4424.00 ... 4429.00 4429.00 EG
55 eg2510 20250829 4427.00 ... 4439.00 4437.00 EG
56 eg2511 20250829 4458.00 ... 4453.00 4447.00 EG
57 eg2512 20250829 4469.00 ... 4465.00 4463.00 EG
58 eg2601 20250829 4467.00 ... 4470.00 4464.00 EG
59 eg2602 20250829 4476.00 ... 4476.00 4481.00 EG
60 eg2603 20250829 0.00 ... 4476.00 4476.00 EG
61 eg2604 20250829 0.00 ... 4518.00 4518.00 EG
62 eg2605 20250829 4518.00 ... 4507.00 4505.00 EG
63 eg2606 20250829 0.00 ... 4522.00 4522.00 EG
64 eg2607 20250829 0.00 ... 4507.00 4507.00 EG
65 eg2608 20250829 0.00 ... 4513.00 4513.00 EG
66 fb2509 20250829 1319.00 ... 1342.50 1319.00 FB
67 fb2510 20250829 1279.00 ... 1274.50 1274.50 FB
68 fb2511 20250829 1276.50 ... 1275.50 1274.50 FB
69 fb2512 20250829 1274.00 ... 1270.00 1271.50 FB
70 fb2601 20250829 1270.00 ... 1263.00 1272.00 FB
71 fb2602 20250829 1264.00 ... 1253.00 1265.50 FB
72 fb2603 20250829 0.00 ... 1313.50 1313.50 FB
73 fb2604 20250829 0.00 ... 1310.50 1310.50 FB
74 fb2605 20250829 0.00 ... 1311.00 1311.00 FB
75 fb2606 20250829 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250829 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250829 0.00 ... 1302.50 1302.50 FB
78 i2509 20250829 813.00 ... 808.00 801.50 I
79 i2510 20250829 806.00 ... 804.00 797.00 I
80 i2511 20250829 799.50 ... 799.50 794.50 I
81 i2512 20250829 798.50 ... 795.00 789.00 I
82 i2601 20250829 790.00 ... 787.00 781.50 I
83 i2602 20250829 784.50 ... 781.50 774.50 I
84 i2603 20250829 779.00 ... 775.00 770.50 I
85 i2604 20250829 774.00 ... 770.00 765.50 I
86 i2605 20250829 765.00 ... 763.50 758.50 I
87 i2606 20250829 760.50 ... 757.50 752.50 I
88 i2607 20250829 758.00 ... 754.00 750.00 I
89 i2608 20250829 753.50 ... 750.00 746.00 I
90 j2509 20250829 1584.50 ... 1532.00 1584.50 J
91 j2510 20250829 1620.50 ... 1571.00 1612.00 J
92 j2511 20250829 1646.00 ... 1602.00 1633.50 J
93 j2512 20250829 1648.50 ... 1622.50 1642.50 J
94 j2601 20250829 1672.50 ... 1653.00 1657.50 J
95 j2602 20250829 1683.50 ... 1671.00 1674.50 J
96 j2603 20250829 1680.50 ... 1683.00 1689.00 J
97 j2604 20250829 1734.00 ... 1729.50 1752.50 J
98 j2605 20250829 1766.00 ... 1745.00 1743.00 J
99 j2606 20250829 1760.50 ... 1760.00 1779.00 J
100 j2607 20250829 0.00 ... 1770.00 1804.00 J
101 j2608 20250829 0.00 ... 1771.00 1802.50 J
102 jd2509 20250829 2840.00 ... 2850.00 2848.00 JD
103 jd2510 20250829 2929.00 ... 2935.00 2951.00 JD
104 jd2511 20250829 2947.00 ... 2962.00 2981.00 JD
105 jd2512 20250829 3087.00 ... 3122.00 3101.00 JD
106 jd2601 20250829 3300.00 ... 3320.00 3314.00 JD
107 jd2602 20250829 3065.00 ... 3079.00 3075.00 JD
108 jd2603 20250829 3080.00 ... 3092.00 3093.00 JD
109 jd2604 20250829 3245.00 ... 3256.00 3276.00 JD
110 jd2605 20250829 3368.00 ... 3366.00 3390.00 JD
111 jd2606 20250829 3170.00 ... 3178.00 3205.00 JD
112 jd2607 20250829 3345.00 ... 3373.00 3398.00 JD
113 jd2608 20250829 3702.00 ... 3735.00 3804.00 JD
114 jm2509 20250829 1025.00 ... 990.00 1005.50 JM
115 jm2510 20250829 1040.00 ... 1019.50 1028.50 JM
116 jm2511 20250829 1087.50 ... 1070.50 1076.00 JM
117 jm2512 20250829 1140.50 ... 1116.50 1117.00 JM
118 jm2601 20250829 1178.00 ... 1156.50 1152.50 JM
119 jm2602 20250829 1192.50 ... 1172.00 1169.00 JM
120 jm2603 20250829 1206.50 ... 1184.00 1178.50 JM
121 jm2604 20250829 1211.00 ... 1189.50 1189.00 JM
122 jm2605 20250829 1223.50 ... 1199.50 1194.00 JM
123 jm2606 20250829 1228.00 ... 1206.50 1206.50 JM
124 jm2607 20250829 1240.00 ... 1219.00 1209.50 JM
125 jm2608 20250829 1237.00 ... 1225.00 1222.50 JM
126 l2509 20250829 7317.00 ... 7276.00 7303.00 L
127 l2510 20250829 7327.00 ... 7291.00 7322.00 L
128 l2511 20250829 7350.00 ... 7307.00 7338.00 L
129 l2512 20250829 7361.00 ... 7321.00 7350.00 L
130 l2601 20250829 7358.00 ... 7317.00 7352.00 L
131 l2602 20250829 7349.00 ... 7306.00 7345.00 L
132 l2603 20250829 7336.00 ... 7316.00 7351.00 L
133 l2604 20250829 7357.00 ... 7326.00 7379.00 L
134 l2605 20250829 7371.00 ... 7317.00 7354.00 L
135 l2606 20250829 7500.00 ... 7363.00 7354.00 L
136 l2607 20250829 7313.00 ... 7308.00 7365.00 L
137 l2608 20250829 7243.00 ... 7321.00 7408.00 L
138 lg2509 20250829 795.00 ... 783.50 788.50 LG
139 lg2511 20250829 819.00 ... 820.50 815.50 LG
140 lg2601 20250829 836.00 ... 835.50 830.00 LG
141 lg2603 20250829 840.50 ... 839.50 834.00 LG
142 lg2605 20250829 839.50 ... 840.00 833.50 LG
143 lg2607 20250829 839.00 ... 840.00 834.00 LG
144 lh2509 20250829 13310.00 ... 13095.00 13350.00 LH
145 lh2511 20250829 13630.00 ... 13580.00 13635.00 LH
146 lh2601 20250829 13970.00 ... 13910.00 13985.00 LH
147 lh2603 20250829 13160.00 ... 13125.00 13165.00 LH
148 lh2605 20250829 13535.00 ... 13530.00 13560.00 LH
149 lh2607 20250829 14120.00 ... 14115.00 14115.00 LH
150 m2509 20250829 2983.00 ... 3002.00 2992.00 M
151 m2511 20250829 3006.00 ... 3020.00 3012.00 M
152 m2512 20250829 3048.00 ... 3056.00 3054.00 M
153 m2601 20250829 3040.00 ... 3047.00 3046.00 M
154 m2603 20250829 2986.00 ... 2984.00 2992.00 M
155 m2605 20250829 2815.00 ... 2811.00 2821.00 M
156 m2607 20250829 2808.00 ... 2800.00 2815.00 M
157 m2608 20250829 2933.00 ... 2927.00 2945.00 M
158 p2509 20250829 9350.00 ... 9310.00 9388.00 P
159 p2510 20250829 9388.00 ... 9320.00 9466.00 P
160 p2511 20250829 9398.00 ... 9316.00 9454.00 P
161 p2512 20250829 9418.00 ... 9330.00 9466.00 P
162 p2601 20250829 9438.00 ... 9348.00 9476.00 P
163 p2602 20250829 9402.00 ... 9310.00 9410.00 P
164 p2603 20250829 9350.00 ... 9248.00 9370.00 P
165 p2604 20250829 9266.00 ... 9208.00 9304.00 P
166 p2605 20250829 9160.00 ... 9106.00 9214.00 P
167 p2606 20250829 9026.00 ... 9004.00 9116.00 P
168 p2607 20250829 8930.00 ... 8890.00 8980.00 P
169 p2608 20250829 8870.00 ... 8870.00 8900.00 P
170 pg2509 20250829 3813.00 ... 3727.00 3859.00 PG
171 pg2510 20250829 4414.00 ... 4366.00 4422.00 PG
172 pg2511 20250829 4344.00 ... 4289.00 4334.00 PG
173 pg2512 20250829 4284.00 ... 4233.00 4275.00 PG
174 pg2601 20250829 4219.00 ... 4174.00 4218.00 PG
175 pg2602 20250829 4137.00 ... 4110.00 4147.00 PG
176 pg2603 20250829 4044.00 ... 4028.00 4055.00 PG
177 pg2604 20250829 4353.00 ... 4336.00 4358.00 PG
178 pg2605 20250829 4277.00 ... 4242.00 4268.00 PG
179 pg2606 20250829 4209.00 ... 4194.00 4209.00 PG
180 pg2607 20250829 4113.00 ... 4136.00 4126.00 PG
181 pg2608 20250829 4100.00 ... 4090.00 4141.00 PG
182 pp2509 20250829 6957.00 ... 6911.00 6952.00 PP
183 pp2510 20250829 6961.00 ... 6941.00 6959.00 PP
184 pp2511 20250829 6992.00 ... 6962.00 6981.00 PP
185 pp2512 20250829 7011.00 ... 6983.00 7001.00 PP
186 pp2601 20250829 7020.00 ... 6992.00 7013.00 PP
187 pp2602 20250829 7002.00 ... 6969.00 6993.00 PP
188 pp2603 20250829 6980.00 ... 6963.00 6982.00 PP
189 pp2604 20250829 7014.00 ... 6998.00 7001.00 PP
190 pp2605 20250829 7038.00 ... 7011.00 7028.00 PP
191 pp2606 20250829 6999.00 ... 6987.00 7010.00 PP
192 pp2607 20250829 6974.00 ... 6949.00 6983.00 PP
193 pp2608 20250829 6983.00 ... 6969.00 6985.00 PP
194 rr2509 20250829 3560.00 ... 3558.00 3554.00 RR
195 rr2510 20250829 3613.00 ... 3611.00 3610.00 RR
196 rr2511 20250829 3612.00 ... 3612.00 3611.00 RR
197 rr2512 20250829 3606.00 ... 3607.00 3602.00 RR
198 rr2601 20250829 3623.00 ... 3619.00 3619.00 RR
199 rr2602 20250829 3603.00 ... 3609.00 3604.00 RR
200 rr2603 20250829 3596.00 ... 3602.00 3610.00 RR
201 rr2604 20250829 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250829 3595.00 ... 3595.00 3615.00 RR
203 rr2606 20250829 0.00 ... 3605.00 3605.00 RR
204 rr2607 20250829 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250829 0.00 ... 3625.00 3625.00 RR
206 v2509 20250829 4802.00 ... 4748.00 4785.00 V
207 v2510 20250829 4830.00 ... 4796.00 4829.00 V
208 v2511 20250829 4878.00 ... 4831.00 4865.00 V
209 v2512 20250829 4904.00 ... 4872.00 4903.00 V
210 v2601 20250829 4949.00 ... 4909.00 4934.00 V
211 v2602 20250829 4984.00 ... 4949.00 4970.00 V
212 v2603 20250829 5010.00 ... 4973.00 5002.00 V
213 v2604 20250829 5193.00 ... 5175.00 5205.00 V
214 v2605 20250829 5249.00 ... 5206.00 5239.00 V
215 v2606 20250829 5260.00 ... 5239.00 5257.00 V
216 v2607 20250829 5321.00 ... 5271.00 5297.00 V
217 v2608 20250829 5302.00 ... 5292.00 5322.00 V
218 y2509 20250829 8460.00 ... 8414.00 8452.00 Y
219 y2511 20250829 8416.00 ... 8388.00 8418.00 Y
220 y2512 20250829 8438.00 ... 8410.00 8442.00 Y
221 y2601 20250829 8392.00 ... 8358.00 8390.00 Y
222 y2603 20250829 8338.00 ... 8304.00 8342.00 Y
223 y2605 20250829 8116.00 ... 8076.00 8114.00 Y
224 y2607 20250829 8072.00 ... 8036.00 8068.00 Y
225 y2608 20250829 7980.00 ... 7992.00 8038.00 Y
[226 rows x 12 columns]
2025-09-01 18:26:47,379 - future_1d - INFO - ak.get_dce_daily('2025-08-29') done
2025-09-01 18:26:49,166 - future_1d - INFO - save future_daily 2025-08-29 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250901 8358.0 8387.0 ... 318117.23 8357.0 8360.0 AP
1 AP511 20250901 8168.0 8192.0 ... 3298.83 8155.0 8144.0 AP
2 AP512 20250901 8209.0 8216.0 ... 188.40 8191.0 8196.0 AP
3 AP601 20250901 8320.0 8320.0 ... 124304.06 8263.0 8258.0 AP
4 AP603 20250901 8130.0 8175.0 ... 154.63 8139.0 8142.0 AP
5 AP604 20250901 8189.0 8189.0 ... 24.51 8170.0 8122.0 AP
6 AP605 20250901 8209.0 8238.0 ... 1223.76 8213.0 8209.0 AP
7 CF509 20250901 13740.0 13770.0 ... 31148.61 13620.0 13795.0 CF
8 CF511 20250901 14040.0 14045.0 ... 444482.21 13850.0 14105.0 CF
9 CF601 20250901 14240.0 14240.0 ... 4050478.47 14020.0 14260.0 CF
10 CF603 20250901 14205.0 14205.0 ... 8473.39 13980.0 14225.0 CF
11 CF605 20250901 14200.0 14200.0 ... 258875.66 13995.0 14205.0 CF
12 CF607 20250901 14155.0 14185.0 ... 3453.32 13955.0 14210.0 CF
13 CJ509 20250901 10355.0 10405.0 ... 442.76 10295.0 10180.0 CJ
14 CJ512 20250901 11385.0 11450.0 ... 12308.60 11310.0 11340.0 CJ
15 CJ601 20250901 11500.0 11570.0 ... 798961.76 11425.0 11460.0 CJ
16 CJ603 20250901 11540.0 11600.0 ... 10542.59 11470.0 11500.0 CJ
17 CJ605 20250901 11685.0 11720.0 ... 123677.86 11585.0 11615.0 CJ
18 CJ607 20250901 11805.0 11870.0 ... 1696.21 11740.0 11770.0 CJ
19 CY509 20250901 20205.0 20550.0 ... 252.53 20200.0 20335.0 CY
20 CY510 20250901 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250901 20165.0 20165.0 ... 113780.65 19955.0 20180.0 CY
22 CY512 20250901 0.0 0.0 ... 0.00 19870.0 20005.0 CY
23 CY601 20250901 20225.0 20225.0 ... 6081.41 19970.0 20235.0 CY
24 CY602 20250901 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250901 0.0 0.0 ... 0.00 20365.0 20365.0 CY
26 CY604 20250901 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250901 20285.0 20285.0 ... 20.26 20255.0 20455.0 CY
28 CY606 20250901 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250901 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250901 0.0 0.0 ... 0.00 20280.0 20295.0 CY
31 FG509 20250901 994.0 994.0 ... 11302.46 966.0 970.0 FG
32 FG510 20250901 1079.0 1079.0 ... 75779.37 1063.0 1066.0 FG
33 FG511 20250901 1073.0 1073.0 ... 170235.11 1054.0 1066.0 FG
34 FG512 20250901 1180.0 1180.0 ... 94216.34 1153.0 1173.0 FG
35 FG601 20250901 1181.0 1181.0 ... 4743107.13 1147.0 1173.0 FG
36 FG602 20250901 1224.0 1226.0 ... 12944.80 1195.0 1224.0 FG
37 FG603 20250901 1235.0 1235.0 ... 3072.60 1200.0 1225.0 FG
38 FG604 20250901 1276.0 1276.0 ... 1259.95 1250.0 1271.0 FG
39 FG605 20250901 1275.0 1276.0 ... 114806.45 1243.0 1266.0 FG
40 FG606 20250901 1295.0 1297.0 ... 993.44 1274.0 1292.0 FG
41 FG607 20250901 1293.0 1293.0 ... 1559.25 1268.0 1283.0 FG
42 FG608 20250901 1305.0 1313.0 ... 732.67 1299.0 1312.0 FG
43 JR509 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250901 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250901 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250901 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250901 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250901 2210.0 2226.0 ... 6824.51 2201.0 2214.0 MA
53 MA510 20250901 2260.0 2291.0 ... 41040.84 2260.0 2267.0 MA
54 MA511 20250901 2287.0 2315.0 ... 107240.23 2282.0 2295.0 MA
55 MA512 20250901 2341.0 2359.0 ... 40120.93 2330.0 2344.0 MA
56 MA601 20250901 2366.0 2387.0 ... 1429798.88 2359.0 2370.0 MA
57 MA602 20250901 2385.0 2400.0 ... 4893.22 2373.0 2390.0 MA
58 MA603 20250901 2384.0 2401.0 ... 228.59 2381.0 2388.0 MA
59 MA604 20250901 2381.0 2401.0 ... 42.69 2372.0 2381.0 MA
60 MA605 20250901 2374.0 2392.0 ... 61944.54 2370.0 2378.0 MA
61 MA606 20250901 2374.0 2401.0 ... 11.90 2379.0 2383.0 MA
62 MA607 20250901 2377.0 2390.0 ... 42.74 2374.0 2381.0 MA
63 MA608 20250901 2379.0 2387.0 ... 26.08 2371.0 2378.0 MA
64 OI509 20250901 9968.0 10030.0 ... 6410.33 9954.0 9968.0 OI
65 OI511 20250901 9894.0 9962.0 ... 534901.85 9887.0 9895.0 OI
66 OI601 20250901 9779.0 9848.0 ... 2787676.91 9780.0 9782.0 OI
67 OI603 20250901 9704.0 9769.0 ... 5348.30 9707.0 9707.0 OI
68 OI605 20250901 9625.0 9682.0 ... 48080.79 9622.0 9627.0 OI
69 OI607 20250901 9543.0 9642.0 ... 230.76 9615.0 9587.0 OI
70 PF509 20250901 6396.0 6416.0 ... 1451.56 6382.0 6378.0 PF
71 PF510 20250901 6504.0 6528.0 ... 340052.39 6488.0 6486.0 PF
72 PF511 20250901 6482.0 6500.0 ... 359367.76 6466.0 6468.0 PF
73 PF512 20250901 6468.0 6482.0 ... 218205.14 6448.0 6456.0 PF
74 PF601 20250901 6488.0 6504.0 ... 63957.56 6482.0 6474.0 PF
75 PF602 20250901 6498.0 6516.0 ... 18023.18 6492.0 6486.0 PF
76 PF603 20250901 6512.0 6520.0 ... 81.27 6502.0 6490.0 PF
77 PF604 20250901 6524.0 6542.0 ... 32.62 6524.0 6554.0 PF
78 PF605 20250901 6558.0 6564.0 ... 32.72 6546.0 6538.0 PF
79 PF606 20250901 6564.0 6564.0 ... 13.09 6546.0 6556.0 PF
80 PF607 20250901 6560.0 6560.0 ... 9.81 6544.0 6540.0 PF
81 PF608 20250901 0.0 0.0 ... 0.00 6548.0 6548.0 PF
82 PK510 20250901 7972.0 8026.0 ... 41846.97 8002.0 7990.0 PK
83 PK511 20250901 7770.0 7836.0 ... 283223.14 7808.0 7792.0 PK
84 PK512 20250901 7800.0 7828.0 ... 93264.50 7808.0 7808.0 PK
85 PK601 20250901 7864.0 7874.0 ... 25634.11 7864.0 7860.0 PK
86 PK603 20250901 7858.0 7880.0 ... 39.37 7874.0 7864.0 PK
87 PK604 20250901 7862.0 7888.0 ... 165.50 7882.0 7878.0 PK
88 PK605 20250901 7868.0 7884.0 ... 2291.67 7876.0 7870.0 PK
89 PL601 20250901 6420.0 6427.0 ... 65642.86 6394.0 6425.0 PL
90 PL602 20250901 6433.0 6451.0 ... 976.92 6427.0 6445.0 PL
91 PL603 20250901 6432.0 6432.0 ... 538.68 6413.0 6421.0 PL
92 PL604 20250901 6440.0 6440.0 ... 12.88 6440.0 6443.0 PL
93 PL605 20250901 6358.0 6408.0 ... 178.40 6371.0 6362.0 PL
94 PL606 20250901 0.0 0.0 ... 0.00 6430.0 6422.0 PL
95 PL607 20250901 0.0 0.0 ... 0.00 6428.0 6428.0 PL
96 PL608 20250901 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250901 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250901 5800.0 5832.0 ... 2311.49 5816.0 5832.0 PR
104 PR510 20250901 5976.0 5988.0 ... 68483.16 5952.0 5966.0 PR
105 PR511 20250901 5980.0 5980.0 ... 448712.15 5940.0 5954.0 PR
106 PR512 20250901 5966.0 5974.0 ... 259553.09 5946.0 5952.0 PR
107 PR601 20250901 5972.0 5980.0 ... 38453.43 5952.0 5970.0 PR
108 PR602 20250901 0.0 0.0 ... 0.00 5998.0 6002.0 PR
109 PR603 20250901 0.0 0.0 ... 0.00 6002.0 6006.0 PR
110 PR604 20250901 0.0 0.0 ... 0.00 6014.0 6014.0 PR
111 PR605 20250901 6002.0 6002.0 ... 9.00 6002.0 6022.0 PR
112 PR606 20250901 6006.0 6006.0 ... 9.01 6006.0 6050.0 PR
113 PR607 20250901 0.0 0.0 ... 0.00 6018.0 6022.0 PR
114 PR608 20250901 5960.0 5996.0 ... 17.93 5978.0 6026.0 PR
115 PX509 20250901 6712.0 6858.0 ... 1628.14 6714.0 6866.0 PX
116 PX510 20250901 6918.0 6918.0 ... 39766.41 6882.0 6866.0 PX
117 PX511 20250901 6886.0 6890.0 ... 553113.93 6854.0 6844.0 PX
118 PX512 20250901 6856.0 6856.0 ... 98159.01 6816.0 6812.0 PX
119 PX601 20250901 6822.0 6826.0 ... 113607.60 6788.0 6792.0 PX
120 PX602 20250901 6798.0 6818.0 ... 24557.59 6792.0 6800.0 PX
121 PX603 20250901 0.0 0.0 ... 0.00 6786.0 6786.0 PX
122 PX604 20250901 0.0 0.0 ... 0.00 6808.0 6812.0 PX
123 PX605 20250901 6780.0 6812.0 ... 261.25 6786.0 6802.0 PX
124 PX606 20250901 6784.0 6784.0 ... 3.39 6784.0 6786.0 PX
125 PX607 20250901 6788.0 6816.0 ... 23.82 6806.0 6790.0 PX
126 PX608 20250901 6908.0 6908.0 ... 3.45 6908.0 6826.0 PX
127 RI509 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250901 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250901 2554.0 2575.0 ... 1268.11 2562.0 2554.0 RM
134 RM511 20250901 2546.0 2571.0 ... 20442.11 2558.0 2543.0 RM
135 RM601 20250901 2509.0 2530.0 ... 833339.36 2511.0 2496.0 RM
136 RM603 20250901 2415.0 2425.0 ... 14106.80 2412.0 2405.0 RM
137 RM605 20250901 2418.0 2426.0 ... 116202.97 2414.0 2411.0 RM
138 RM607 20250901 2407.0 2414.0 ... 5554.31 2401.0 2396.0 RM
139 RM608 20250901 2484.0 2492.0 ... 473.75 2480.0 2457.0 RM
140 RS509 20250901 4750.0 4750.0 ... 66.50 4750.0 4675.0 RS
141 RS511 20250901 5106.0 5106.0 ... 10.21 5106.0 5156.0 RS
142 RS607 20250901 0.0 0.0 ... 0.00 5550.0 5550.0 RS
143 RS608 20250901 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250901 1198.0 1198.0 ... 10688.91 1152.0 1170.0 SA
145 SA510 20250901 1230.0 1230.0 ... 66233.37 1202.0 1222.0 SA
146 SA511 20250901 1225.0 1228.0 ... 267213.34 1207.0 1228.0 SA
147 SA512 20250901 1282.0 1285.0 ... 132632.63 1260.0 1290.0 SA
148 SA601 20250901 1296.0 1296.0 ... 3883759.21 1270.0 1298.0 SA
149 SA602 20250901 1323.0 1324.0 ... 33343.12 1296.0 1324.0 SA
150 SA603 20250901 1330.0 1330.0 ... 8113.11 1305.0 1327.0 SA
151 SA604 20250901 1365.0 1366.0 ... 1914.88 1347.0 1368.0 SA
152 SA605 20250901 1373.0 1373.0 ... 119487.33 1348.0 1370.0 SA
153 SA606 20250901 1375.0 1375.0 ... 1748.07 1357.0 1377.0 SA
154 SA607 20250901 1381.0 1381.0 ... 1842.91 1361.0 1378.0 SA
155 SA608 20250901 1402.0 1402.0 ... 714.33 1390.0 1404.0 SA
156 SF509 20250901 5450.0 5450.0 ... 3511.62 5398.0 5364.0 SF
157 SF510 20250901 5336.0 5364.0 ... 50322.28 5308.0 5382.0 SF
158 SF511 20250901 5526.0 5544.0 ... 580676.15 5486.0 5566.0 SF
159 SF512 20250901 5494.0 5498.0 ... 65521.15 5444.0 5542.0 SF
160 SF601 20250901 5498.0 5500.0 ... 182908.31 5452.0 5538.0 SF
161 SF602 20250901 5452.0 5466.0 ... 22770.98 5418.0 5502.0 SF
162 SF603 20250901 5622.0 5648.0 ... 215.67 5602.0 5694.0 SF
163 SF604 20250901 5584.0 5628.0 ... 11.18 5592.0 5676.0 SF
164 SF605 20250901 5634.0 5634.0 ... 2429.86 5592.0 5674.0 SF
165 SF606 20250901 5602.0 5602.0 ... 172.37 5560.0 5638.0 SF
166 SF607 20250901 5784.0 5784.0 ... 108.79 5726.0 5786.0 SF
167 SF608 20250901 5784.0 5784.0 ... 37.14 5714.0 5784.0 SF
168 SH509 20250901 2482.0 2568.0 ... 1236.00 2512.0 2495.0 SH
169 SH510 20250901 2635.0 2717.0 ... 354916.60 2669.0 2622.0 SH
170 SH511 20250901 2669.0 2764.0 ... 1102451.44 2705.0 2649.0 SH
171 SH512 20250901 2687.0 2769.0 ... 298006.25 2714.0 2673.0 SH
172 SH601 20250901 2670.0 2736.0 ... 5424223.30 2690.0 2660.0 SH
173 SH602 20250901 2684.0 2741.0 ... 77792.76 2694.0 2675.0 SH
174 SH603 20250901 2690.0 2748.0 ... 8104.42 2715.0 2687.0 SH
175 SH604 20250901 2728.0 2785.0 ... 1645.94 2757.0 2738.0 SH
176 SH605 20250901 2752.0 2797.0 ... 72415.78 2765.0 2753.0 SH
177 SH606 20250901 2758.0 2794.0 ... 556.56 2769.0 2762.0 SH
178 SH607 20250901 2751.0 2775.0 ... 181.83 2755.0 2747.0 SH
179 SH608 20250901 2755.0 2789.0 ... 447.82 2764.0 2752.0 SH
180 SM509 20250901 5672.0 5672.0 ... 9524.38 5624.0 5678.0 SM
181 SM510 20250901 5658.0 5658.0 ... 33322.25 5622.0 5692.0 SM
182 SM511 20250901 5700.0 5770.0 ... 134900.58 5704.0 5770.0 SM
183 SM512 20250901 5750.0 5750.0 ... 45444.14 5714.0 5772.0 SM
184 SM601 20250901 5750.0 5754.0 ... 541526.24 5716.0 5786.0 SM
185 SM602 20250901 5736.0 5752.0 ... 26467.44 5732.0 5800.0 SM
186 SM603 20250901 5744.0 5758.0 ... 112.00 5744.0 5806.0 SM
187 SM604 20250901 0.0 0.0 ... 0.00 5778.0 5810.0 SM
188 SM605 20250901 5798.0 5798.0 ... 8068.68 5760.0 5830.0 SM
189 SM606 20250901 5768.0 5770.0 ... 28.78 5756.0 5824.0 SM
190 SM607 20250901 5812.0 5812.0 ... 112.78 5784.0 5844.0 SM
191 SM608 20250901 5828.0 5830.0 ... 43.52 5804.0 5874.0 SM
192 SR509 20250901 5581.0 5630.0 ... 1773.13 5611.0 5598.0 SR
193 SR511 20250901 5582.0 5601.0 ... 153323.50 5588.0 5586.0 SR
194 SR601 20250901 5600.0 5612.0 ... 784954.64 5602.0 5600.0 SR
195 SR603 20250901 5580.0 5590.0 ... 1908.89 5582.0 5579.0 SR
196 SR605 20250901 5565.0 5574.0 ... 26958.98 5567.0 5560.0 SR
197 SR607 20250901 5563.0 5570.0 ... 862.35 5564.0 5556.0 SR
198 TA509 20250901 4762.0 4762.0 ... 32404.11 4720.0 4718.0 TA
199 TA510 20250901 4772.0 4784.0 ... 154615.01 4756.0 4762.0 TA
200 TA511 20250901 4764.0 4784.0 ... 139832.74 4758.0 4766.0 TA
201 TA512 20250901 4782.0 4790.0 ... 58866.19 4766.0 4768.0 TA
202 TA601 20250901 4790.0 4794.0 ... 1258698.51 4770.0 4774.0 TA
203 TA602 20250901 4794.0 4800.0 ... 15056.82 4778.0 4800.0 TA
204 TA603 20250901 4810.0 4812.0 ... 198.79 4790.0 4814.0 TA
205 TA604 20250901 0.0 0.0 ... 0.00 4806.0 4812.0 TA
206 TA605 20250901 4826.0 4832.0 ... 33991.04 4804.0 4812.0 TA
207 TA606 20250901 0.0 0.0 ... 0.00 4816.0 4816.0 TA
208 TA607 20250901 4834.0 4834.0 ... 4.82 4822.0 4846.0 TA
209 TA608 20250901 0.0 0.0 ... 0.00 4842.0 4858.0 TA
210 UR509 20250901 1707.0 1707.0 ... 1233.43 1671.0 1688.0 UR
211 UR510 20250901 1696.0 1699.0 ... 13660.85 1688.0 1708.0 UR
212 UR511 20250901 1736.0 1744.0 ... 33786.51 1732.0 1746.0 UR
213 UR512 20250901 1729.0 1744.0 ... 15810.96 1734.0 1748.0 UR
214 UR601 20250901 1742.0 1750.0 ... 636251.78 1737.0 1750.0 UR
215 UR602 20250901 1737.0 1745.0 ... 582.79 1734.0 1746.0 UR
216 UR603 20250901 1778.0 1789.0 ... 188.50 1778.0 1786.0 UR
217 UR604 20250901 1779.0 1779.0 ... 10.66 1777.0 1787.0 UR
218 UR605 20250901 1783.0 1791.0 ... 19103.11 1780.0 1790.0 UR
219 UR606 20250901 1779.0 1779.0 ... 120.60 1774.0 1784.0 UR
220 UR607 20250901 1787.0 1795.0 ... 125.26 1789.0 1796.0 UR
221 UR608 20250901 1784.0 1792.0 ... 35.71 1785.0 1791.0 UR
222 WH509 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250901 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250901 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-01 18:26:55,872 - future_1d - INFO - ak.get_czce_daily('2025-09-01') done
symbol date open ... settle pre_settle variety
0 IC2509 20250901 7021.000 ... 7022.800 6983.400 IC
1 IC2510 20250901 6996.800 ... 6973.000 6935.200 IC
2 IC2512 20250901 6886.200 ... 6867.200 6828.400 IC
3 IC2603 20250901 6747.000 ... 6716.800 6682.600 IC
4 IF2509 20250901 4517.000 ... 4513.800 4502.600 IF
5 IF2510 20250901 4518.600 ... 4507.000 4496.600 IF
6 IF2512 20250901 4500.000 ... 4492.000 4481.800 IF
7 IF2603 20250901 4480.000 ... 4469.000 4459.000 IF
8 IH2509 20250901 2988.800 ... 2982.400 2978.600 IH
9 IH2510 20250901 2983.800 ... 2980.600 2974.800 IH
10 IH2512 20250901 2988.200 ... 2982.400 2978.800 IH
11 IH2603 20250901 2998.800 ... 2984.600 2981.200 IH
12 IM2509 20250901 7400.000 ... 7387.800 7353.800 IM
13 IM2510 20250901 7322.600 ... 7321.000 7294.800 IM
14 IM2512 20250901 7220.000 ... 7187.200 7165.600 IM
15 IM2603 20250901 7030.000 ... 7003.800 6986.400 IM
16 T2509 20250901 108.000 ... 108.200 108.055 T
17 T2512 20250901 107.785 ... 107.985 107.820 T
18 T2603 20250901 107.540 ... 107.715 107.585 T
19 TF2509 20250901 105.630 ... 105.700 105.655 TF
20 TF2512 20250901 105.480 ... 105.590 105.515 TF
21 TF2603 20250901 105.375 ... 105.485 105.410 TF
22 TL2509 20250901 116.920 ... 117.280 117.020 TL
23 TL2512 20250901 116.430 ... 116.890 116.560 TL
24 TL2603 20250901 115.950 ... 116.550 116.230 TL
25 TS2509 20250901 102.330 ... 102.356 102.348 TS
26 TS2512 20250901 102.408 ... 102.428 102.420 TS
27 TS2603 20250901 102.334 ... 102.358 102.354 TS
[28 rows x 12 columns]
2025-09-01 18:26:55,929 - future_1d - INFO - ak.get_cffex_daily('2025-09-01') done
symbol date open ... settle pre_settle variety
0 PS2509 20250901 50060.0 ... 49445.0 49520.0 PS
1 PS2510 20250901 49845.0 ... 50110.0 49540.0 PS
2 PS2511 20250901 49265.0 ... 49895.0 49310.0 PS
3 PS2512 20250901 51940.0 ... 52290.0 51880.0 PS
4 PS2601 20250901 51680.0 ... 52450.0 51940.0 PS
5 PS2602 20250901 52120.0 ... 52440.0 52110.0 PS
6 PS2603 20250901 52070.0 ... 52905.0 51900.0 PS
7 PS2604 20250901 52320.0 ... 52735.0 52415.0 PS
8 PS2605 20250901 52480.0 ... 53005.0 52400.0 PS
9 PS2606 20250901 55100.0 ... 55420.0 54890.0 PS
10 PS2607 20250901 55095.0 ... 55465.0 55050.0 PS
11 PS2608 20250901 55045.0 ... 55185.0 55120.0 PS
13 SI2509 20250901 8355.0 ... 8310.0 8365.0 SI
14 SI2510 20250901 8300.0 ... 8335.0 8425.0 SI
15 SI2511 20250901 8370.0 ... 8375.0 8420.0 SI
16 SI2512 20250901 8630.0 ... 8775.0 8790.0 SI
17 SI2601 20250901 8740.0 ... 8760.0 8785.0 SI
18 SI2602 20250901 8740.0 ... 8750.0 8775.0 SI
19 SI2603 20250901 8740.0 ... 8780.0 8790.0 SI
20 SI2604 20250901 8740.0 ... 8845.0 8795.0 SI
21 SI2605 20250901 8780.0 ... 8795.0 8810.0 SI
22 SI2606 20250901 8780.0 ... 8825.0 8815.0 SI
23 SI2607 20250901 8815.0 ... 8855.0 8845.0 SI
24 SI2608 20250901 8755.0 ... 8790.0 8810.0 SI
27 LC2509 20250901 76500.0 ... 76320.0 77620.0 LC
28 LC2510 20250901 76440.0 ... 75980.0 77740.0 LC
29 LC2511 20250901 77000.0 ... 75880.0 77680.0 LC
30 LC2512 20250901 75740.0 ... 75640.0 77320.0 LC
31 LC2601 20250901 76160.0 ... 75480.0 77080.0 LC
32 LC2602 20250901 75660.0 ... 75060.0 76700.0 LC
33 LC2603 20250901 75500.0 ... 74940.0 76260.0 LC
34 LC2604 20250901 75460.0 ... 75180.0 76180.0 LC
35 LC2605 20250901 75600.0 ... 75140.0 76060.0 LC
36 LC2606 20250901 75180.0 ... 74540.0 75820.0 LC
37 LC2607 20250901 74520.0 ... 74600.0 75740.0 LC
38 LC2608 20250901 75360.0 ... 74780.0 76280.0 LC
[36 rows x 12 columns]
2025-09-01 18:26:56,135 - future_1d - INFO - ak.get_gfex_daily('2025-09-01') done
symbol date open ... settle pre_settle variety
0 SC2510 20250901 487 ... 483.6 482.9 SC
1 SC2511 20250901 486.4 ... 484 483.7 SC
2 SC2512 20250901 486.3 ... 483.8 483.6 SC
3 SC2601 20250901 485.2 ... 482.9 482.7 SC
4 SC2602 20250901 483.7 ... 482 482.2 SC
5 SC2603 20250901 480.1 ... 479.8 480.7 SC
6 SC2604 20250901 478.5 ... 478.7 478.4 SC
7 SC2605 20250901 478.9 ... 477.5 478.9 SC
8 SC2606 20250901 478 ... 476.9 476.9 SC
9 SC2607 20250901 473.4 ... 473.4 476 SC
10 SC2608 20250901 476.8 ... 475.3 476.5 SC
11 SC2609 20250901 470.6 ... 470.6 476.1 SC
12 SC2612 20250901 480.9 ... 476.6 480.9 SC
13 SC2703 20250901 ... 475.9 477 SC
14 SC2706 20250901 ... 475 476.4 SC
15 SC2709 20250901 471.3 ... 471.3 474.8 SC
16 SC2712 20250901 471.5 ... 471.3 474.4 SC
17 SC2803 20250901 ... 471.4 471.4 SC
18 SC2806 20250901 ... 469 469 SC
19 SC2809 20250901 ... 469 469 SC
21 LU2510 20250901 3510 ... 3458 3483 LU
22 LU2511 20250901 3518 ... 3471 3491 LU
23 LU2512 20250901 3503 ... 3457 3473 LU
24 LU2601 20250901 3499 ... 3443 3454 LU
25 LU2602 20250901 3449 ... 3413 3419 LU
26 LU2603 20250901 3401 ... 3396 3434 LU
27 LU2604 20250901 3382 ... 3391 3415 LU
28 LU2605 20250901 3388 ... 3374 3407 LU
29 LU2606 20250901 3378 ... 3373 3424 LU
30 LU2607 20250901 3402 ... 3392 3412 LU
31 LU2608 20250901 3387 ... 3386 3407 LU
32 LU2609 20250901 3374 ... 3374 3407 LU
34 NR2509 20250901 12680 ... 12640 12610 NR
35 NR2510 20250901 12725 ... 12675 12670 NR
36 NR2511 20250901 12755 ... 12715 12705 NR
37 NR2512 20250901 12795 ... 12745 12735 NR
38 NR2601 20250901 12825 ... 12780 12780 NR
39 NR2602 20250901 12895 ... 12765 12765 NR
40 NR2603 20250901 12915 ... 12760 12810 NR
41 NR2604 20250901 12950 ... 12780 12840 NR
42 NR2605 20250901 12910 ... 12815 12860 NR
43 NR2606 20250901 12855 ... 12855 12980 NR
44 NR2607 20250901 12895 ... 12865 12835 NR
45 NR2608 20250901 12905 ... 12905 12890 NR
47 BC2509 20250901 70460 ... 70580 70040 BC
48 BC2510 20250901 70650 ... 70760 70260 BC
49 BC2511 20250901 70700 ... 70750 70270 BC
50 BC2512 20250901 70740 ... 70740 70180 BC
51 BC2601 20250901 ... 70590 69980 BC
52 BC2602 20250901 ... 70400 70100 BC
53 BC2603 20250901 71470 ... 71470 70100 BC
54 BC2604 20250901 ... 70370 69390 BC
55 BC2605 20250901 ... 70370 69410 BC
56 BC2606 20250901 ... 70210 69790 BC
57 BC2607 20250901 ... 70130 69370 BC
58 BC2608 20250901 ... 70100 69370 BC
60 EC2510 20250901 1267.8 ... 1293.8 1272 EC
61 EC2512 20250901 1570 ... 1621.9 1562.6 EC
62 EC2602 20250901 1420.4 ... 1439.5 1406 EC
63 EC2604 20250901 1206.5 ... 1230.5 1210.6 EC
64 EC2606 20250901 1392.8 ... 1407.4 1375.1 EC
65 EC2608 20250901 1595.8 ... 1599.5 1562.7 EC
68 SC_TAS2510 20250901 ... SC_TAS
69 SC_TAS2511 20250901 ... SC_TAS
70 SC_TAS2512 20250901 ... SC_TAS
71 SC_TAS2601 20250901 ... SC_TAS
[66 rows x 12 columns]
2025-09-01 18:26:56,212 - future_1d - INFO - ak.get_ine_daily('2025-09-01') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250901 ... 79750 79200 CU
1 1 CU2510 20250901 ... 79710 79220 CU
2 2 CU2511 20250901 ... 79690 79220 CU
3 3 CU2512 20250901 ... 79620 79160 CU
4 4 CU2601 20250901 ... 79580 79160 CU
5 5 CU2602 20250901 ... 79580 79090 CU
6 6 CU2603 20250901 ... 79620 79070 CU
7 7 CU2604 20250901 ... 79640 79230 CU
8 8 CU2605 20250901 ... 79620 79140 CU
9 9 CU2606 20250901 ... 79610 79240 CU
10 10 CU2607 20250901 ... 79660 79180 CU
11 11 CU2608 20250901 ... 79660 79240 CU
12 12 BC2509 20250901 ... 70580 70040 BC
13 13 BC2510 20250901 ... 70760 70260 BC
14 14 BC2511 20250901 ... 70750 70270 BC
15 15 BC2512 20250901 ... 70740 70180 BC
16 16 BC2601 20250901 ... 70590 69980 BC
17 17 BC2602 20250901 ... 70400 70100 BC
18 18 BC2603 20250901 ... 71470 70100 BC
19 19 BC2604 20250901 ... 70370 69390 BC
20 20 BC2605 20250901 ... 70370 69410 BC
21 21 BC2606 20250901 ... 70210 69790 BC
22 22 BC2607 20250901 ... 70130 69370 BC
23 23 BC2608 20250901 ... 70100 69370 BC
24 24 AL2509 20250901 ... 20675 20740 AL
25 25 AL2510 20250901 ... 20670 20730 AL
26 26 AL2511 20250901 ... 20650 20715 AL
27 27 AL2512 20250901 ... 20625 20695 AL
28 28 AL2601 20250901 ... 20605 20680 AL
29 29 AL2602 20250901 ... 20610 20685 AL
30 30 AL2603 20250901 ... 20655 20710 AL
31 31 AL2604 20250901 ... 20680 20720 AL
32 32 AL2605 20250901 ... 20690 20750 AL
33 33 AL2606 20250901 ... 20695 20755 AL
34 34 AL2607 20250901 ... 20700 20755 AL
35 35 AL2608 20250901 ... 20715 20745 AL
36 36 ZN2509 20250901 ... 22155 22080 ZN
37 37 ZN2510 20250901 ... 22195 22095 ZN
38 38 ZN2511 20250901 ... 22180 22095 ZN
39 39 ZN2512 20250901 ... 22190 22105 ZN
40 40 ZN2601 20250901 ... 22200 22110 ZN
41 41 ZN2602 20250901 ... 22195 22120 ZN
42 42 ZN2603 20250901 ... 22225 22180 ZN
43 43 ZN2604 20250901 ... 22250 22180 ZN
44 44 ZN2605 20250901 ... 22285 22195 ZN
45 45 ZN2606 20250901 ... 22265 22170 ZN
46 46 ZN2607 20250901 ... 22275 22170 ZN
47 47 ZN2608 20250901 ... 22295 22190 ZN
48 48 PB2509 20250901 ... 16795 16810 PB
49 49 PB2510 20250901 ... 16840 16850 PB
50 50 PB2511 20250901 ... 16855 16860 PB
51 51 PB2512 20250901 ... 16880 16875 PB
52 52 PB2601 20250901 ... 16890 16885 PB
53 53 PB2602 20250901 ... 16955 16965 PB
54 54 PB2603 20250901 ... 16995 16950 PB
55 55 PB2604 20250901 ... 16990 16975 PB
56 56 PB2605 20250901 ... 17035 17015 PB
57 57 PB2606 20250901 ... 17070 17105 PB
58 58 PB2607 20250901 ... 17120 17125 PB
59 59 PB2608 20250901 ... 17150 17105 PB
60 60 NI2509 20250901 ... 122460 121010 NI
61 61 NI2510 20250901 ... 122770 121300 NI
62 62 NI2511 20250901 ... 122990 121410 NI
63 63 NI2512 20250901 ... 123180 121570 NI
64 64 NI2601 20250901 ... 123370 121830 NI
65 65 NI2602 20250901 ... 123570 122050 NI
66 66 NI2603 20250901 ... 123680 122310 NI
67 67 NI2604 20250901 ... 123980 122650 NI
68 68 NI2605 20250901 ... 124310 122920 NI
69 69 NI2606 20250901 ... 124440 123120 NI
70 70 NI2607 20250901 ... 124500 123280 NI
71 71 NI2608 20250901 ... 125420 123480 NI
72 72 SN2509 20250901 ... 273340 274520 SN
73 73 SN2510 20250901 ... 273770 275810 SN
74 74 SN2511 20250901 ... 274070 276040 SN
75 75 SN2512 20250901 ... 274230 276090 SN
76 76 SN2601 20250901 ... 273920 275800 SN
77 77 SN2602 20250901 ... 273260 274410 SN
78 78 SN2603 20250901 ... 273800 275990 SN
79 79 SN2604 20250901 ... 275560 274310 SN
80 80 SN2605 20250901 ... 273970 276340 SN
81 81 SN2606 20250901 ... 273820 278230 SN
82 82 SN2607 20250901 ... 273970 276450 SN
83 83 SN2608 20250901 ... 274470 275770 SN
84 84 AO2509 20250901 ... 2982 3006 AO
85 85 AO2510 20250901 ... 2992 3019 AO
86 86 AO2511 20250901 ... 2999 3022 AO
87 87 AO2512 20250901 ... 3007 3025 AO
88 88 AO2601 20250901 ... 3009 3030 AO
89 89 AO2602 20250901 ... 3006 3025 AO
90 90 AO2603 20250901 ... 3009 3025 AO
91 91 AO2604 20250901 ... 3022 3041 AO
92 92 AO2605 20250901 ... 3023 3044 AO
93 93 AO2606 20250901 ... 3025 3048 AO
94 94 AO2607 20250901 ... 3034 3052 AO
95 95 AO2608 20250901 ... 3041 3049 AO
96 96 AD2511 20250901 ... 20275 20320 AD
97 97 AD2512 20250901 ... 20275 20335 AD
98 98 AD2601 20250901 ... 20325 20245 AD
99 99 AD2602 20250901 ... 20210 20210 AD
100 100 AD2603 20250901 ... 20220 20220 AD
101 101 AD2604 20250901 ... 19975 19975 AD
102 102 AD2605 20250901 ... 20040 20095 AD
103 103 AD2606 20250901 ... 19935 19935 AD
104 104 AD2607 20250901 ... 19925 19925 AD
105 105 AD2608 20250901 ... 20170 20315 AD
106 106 AU2509 20250901 ... 796.82 783.22 AU
107 107 AU2510 20250901 ... 794.72 784.26 AU
108 108 AU2511 20250901 ... 798.14 785.6 AU
109 109 AU2512 20250901 ... 797.72 786.56 AU
110 110 AU2602 20250901 ... 800.18 788.54 AU
111 111 AU2604 20250901 ... 802.12 790.86 AU
112 112 AU2606 20250901 ... 804.5 793 AU
113 113 AU2608 20250901 ... 805.4 795.26 AU
114 114 AG2509 20250901 ... 9626 9374 AG
115 115 AG2510 20250901 ... 9600 9385 AG
116 116 AG2511 20250901 ... 9594 9397 AG
117 117 AG2512 20250901 ... 9632 9409 AG
118 118 AG2601 20250901 ... 9648 9417 AG
119 119 AG2602 20250901 ... 9632 9428 AG
120 120 AG2603 20250901 ... 9662 9442 AG
121 121 AG2604 20250901 ... 9672 9460 AG
122 122 AG2605 20250901 ... 9696 9469 AG
123 123 AG2606 20250901 ... 9703 9486 AG
124 124 AG2607 20250901 ... 9699 9497 AG
125 125 AG2608 20250901 ... 9732 9516 AG
126 126 RB2509 20250901 ... 2978 3057 RB
127 127 RB2510 20250901 ... 3062 3107 RB
128 128 RB2511 20250901 ... 3065 3106 RB
129 129 RB2512 20250901 ... 3109 3157 RB
130 130 RB2601 20250901 ... 3122 3175 RB
131 131 RB2602 20250901 ... 3108 3161 RB
132 132 RB2603 20250901 ... 3121 3173 RB
133 133 RB2604 20250901 ... 3149 3199 RB
134 134 RB2605 20250901 ... 3165 3217 RB
135 135 RB2606 20250901 ... 3182 3236 RB
136 136 RB2607 20250901 ... 3195 3246 RB
137 137 RB2608 20250901 ... 3197 3242 RB
138 138 WR2509 20250901 ... 3342 3342 WR
139 139 WR2510 20250901 ... 3264 3316 WR
140 140 WR2511 20250901 ... 3282 3284 WR
141 141 WR2512 20250901 ... 3409 3439 WR
142 142 WR2601 20250901 ... 3380 3380 WR
143 143 WR2602 20250901 ... 3355 3365 WR
144 144 WR2603 20250901 ... 3438 3438 WR
145 145 WR2604 20250901 ... 3455 3455 WR
146 146 WR2605 20250901 ... 3429 3429 WR
147 147 WR2606 20250901 ... 3396 3396 WR
148 148 WR2607 20250901 ... 3417 3449 WR
149 149 WR2608 20250901 ... 3344 3344 WR
150 150 HC2509 20250901 ... 3341 3397 HC
151 151 HC2510 20250901 ... 3326 3366 HC
152 152 HC2511 20250901 ... 3324 3360 HC
153 153 HC2512 20250901 ... 3323 3362 HC
154 154 HC2601 20250901 ... 3310 3356 HC
155 155 HC2602 20250901 ... 3297 3367 HC
156 156 HC2603 20250901 ... 3308 3354 HC
157 157 HC2604 20250901 ... 3311 3369 HC
158 158 HC2605 20250901 ... 3314 3359 HC
159 159 HC2606 20250901 ... 3322 3362 HC
160 160 HC2607 20250901 ... 3316 3363 HC
161 161 HC2608 20250901 ... 3304 3361 HC
162 162 SS2509 20250901 ... 12805 12725 SS
163 163 SS2510 20250901 ... 12875 12805 SS
164 164 SS2511 20250901 ... 12945 12870 SS
165 165 SS2512 20250901 ... 13000 12930 SS
166 166 SS2601 20250901 ... 13055 12990 SS
167 167 SS2602 20250901 ... 13080 13035 SS
168 168 SS2603 20250901 ... 13175 13110 SS
169 169 SS2604 20250901 ... 13240 13175 SS
170 170 SS2605 20250901 ... 13305 13255 SS
171 171 SS2606 20250901 ... 13320 13310 SS
172 172 SS2607 20250901 ... 13410 13330 SS
173 173 SS2608 20250901 ... 13410 13405 SS
174 174 SC2510 20250901 ... 483.6 482.9 SC
175 175 SC2511 20250901 ... 484 483.7 SC
176 176 SC2512 20250901 ... 483.8 483.6 SC
177 177 SC2601 20250901 ... 482.9 482.7 SC
178 178 SC2602 20250901 ... 482 482.2 SC
179 179 SC2603 20250901 ... 479.8 480.7 SC
180 180 SC2604 20250901 ... 478.7 478.4 SC
181 181 SC2605 20250901 ... 477.5 478.9 SC
182 182 SC2606 20250901 ... 476.9 476.9 SC
183 183 SC2607 20250901 ... 473.4 476 SC
184 184 SC2608 20250901 ... 475.3 476.5 SC
185 185 SC2609 20250901 ... 470.6 476.1 SC
186 186 SC2612 20250901 ... 476.6 480.9 SC
187 187 SC2703 20250901 ... 475.9 477 SC
188 188 SC2706 20250901 ... 475 476.4 SC
189 189 SC2709 20250901 ... 471.3 474.8 SC
190 190 SC2712 20250901 ... 471.3 474.4 SC
191 191 SC2803 20250901 ... 471.4 471.4 SC
192 192 SC2806 20250901 ... 469 469 SC
193 193 SC2809 20250901 ... 469 469 SC
194 194 LU2510 20250901 ... 3458 3483 LU
195 195 LU2511 20250901 ... 3471 3491 LU
196 196 LU2512 20250901 ... 3457 3473 LU
197 197 LU2601 20250901 ... 3443 3454 LU
198 198 LU2602 20250901 ... 3413 3419 LU
199 199 LU2603 20250901 ... 3396 3434 LU
200 200 LU2604 20250901 ... 3391 3415 LU
201 201 LU2605 20250901 ... 3374 3407 LU
202 202 LU2606 20250901 ... 3373 3424 LU
203 203 LU2607 20250901 ... 3392 3412 LU
204 204 LU2608 20250901 ... 3386 3407 LU
205 205 LU2609 20250901 ... 3374 3407 LU
206 206 FU2510 20250901 ... 2820 2825 FU
207 207 FU2511 20250901 ... 2822 2817 FU
208 208 FU2512 20250901 ... 2814 2804 FU
209 209 FU2601 20250901 ... 2804 2797 FU
210 210 FU2602 20250901 ... 2790 2784 FU
211 211 FU2603 20250901 ... 2773 2768 FU
212 212 FU2604 20250901 ... 2770 2768 FU
213 213 FU2605 20250901 ... 2761 2753 FU
214 214 FU2606 20250901 ... 2760 2743 FU
215 215 FU2607 20250901 ... 2737 2728 FU
216 216 FU2608 20250901 ... 2730 2717 FU
217 217 FU2609 20250901 ... 2722 2717 FU
218 218 BU2509 20250901 ... 3527 3526 BU
219 219 BU2510 20250901 ... 3510 3505 BU
220 220 BU2511 20250901 ... 3491 3482 BU
221 221 BU2512 20250901 ... 3436 3428 BU
222 222 BU2601 20250901 ... 3403 3392 BU
223 223 BU2602 20250901 ... 3406 3398 BU
224 224 BU2603 20250901 ... 3412 3381 BU
225 225 BU2604 20250901 ... 3406 3400 BU
226 226 BU2605 20250901 ... 3403 3394 BU
227 227 BU2606 20250901 ... 3411 3387 BU
228 228 BU2607 20250901 ... 3386 3379 BU
229 229 BU2608 20250901 ... 3367 3367 BU
230 230 BU2609 20250901 ... 3382 3363 BU
231 231 BU2612 20250901 ... 3329 3322 BU
232 232 BU2703 20250901 ... 3334 3322 BU
233 233 BU2706 20250901 ... 3324 3310 BU
234 234 BR2509 20250901 ... 11870 11845 BR
235 235 BR2510 20250901 ... 11865 11855 BR
236 236 BR2511 20250901 ... 11845 11825 BR
237 237 BR2512 20250901 ... 11835 11810 BR
238 238 BR2601 20250901 ... 11840 11805 BR
239 239 BR2602 20250901 ... 11940 11865 BR
240 240 BR2603 20250901 ... 11865 11855 BR
241 241 BR2604 20250901 ... 11885 11890 BR
242 242 BR2605 20250901 ... 11930 11900 BR
243 243 BR2606 20250901 ... 11980 11870 BR
244 244 BR2607 20250901 ... 12015 12015 BR
245 245 BR2608 20250901 ... 12000 12000 BR
246 246 RU2509 20250901 ... 14875 14870 RU
247 247 RU2510 20250901 ... 14890 14870 RU
248 248 RU2511 20250901 ... 14865 14855 RU
249 249 RU2601 20250901 ... 15840 15830 RU
250 250 RU2603 20250901 ... 15870 15855 RU
251 251 RU2604 20250901 ... 15870 15895 RU
252 252 RU2605 20250901 ... 15930 15915 RU
253 253 RU2606 20250901 ... 15990 16000 RU
254 254 RU2607 20250901 ... 15970 15930 RU
255 255 RU2608 20250901 ... 16030 16095 RU
256 256 NR2509 20250901 ... 12640 12610 NR
257 257 NR2510 20250901 ... 12675 12670 NR
258 258 NR2511 20250901 ... 12715 12705 NR
259 259 NR2512 20250901 ... 12745 12735 NR
260 260 NR2601 20250901 ... 12780 12780 NR
261 261 NR2602 20250901 ... 12765 12765 NR
262 262 NR2603 20250901 ... 12760 12810 NR
263 263 NR2604 20250901 ... 12780 12840 NR
264 264 NR2605 20250901 ... 12815 12860 NR
265 265 NR2606 20250901 ... 12855 12980 NR
266 266 NR2607 20250901 ... 12865 12835 NR
267 267 NR2608 20250901 ... 12905 12890 NR
268 268 SP2509 20250901 ... 4980 4944 SP
269 269 SP2510 20250901 ... 5004 4972 SP
270 270 SP2511 20250901 ... 5032 4994 SP
271 271 SP2512 20250901 ... 5046 5012 SP
272 272 SP2601 20250901 ... 5340 5322 SP
273 273 SP2602 20250901 ... 5336 5312 SP
274 274 SP2603 20250901 ... 5352 5326 SP
275 275 SP2604 20250901 ... 5362 5328 SP
276 276 SP2605 20250901 ... 5366 5346 SP
277 277 SP2606 20250901 ... 5366 5374 SP
278 278 SP2607 20250901 ... 5378 5352 SP
279 279 SP2608 20250901 ... 5372 5358 SP
280 280 EC2510 20250901 ... 1293.8 1272 EC
281 281 EC2512 20250901 ... 1621.9 1562.6 EC
282 282 EC2602 20250901 ... 1439.5 1406 EC
283 283 EC2604 20250901 ... 1230.5 1210.6 EC
284 284 EC2606 20250901 ... 1407.4 1375.1 EC
285 285 EC2608 20250901 ... 1599.5 1562.7 EC
286 287 SC_TAS2510 20250901 ... SC_TAS
287 288 SC_TAS2511 20250901 ... SC_TAS
288 289 SC_TAS2512 20250901 ... SC_TAS
289 290 SC_TAS2601 20250901 ... SC_TAS
[290 rows x 13 columns]
2025-09-01 18:26:56,325 - future_1d - INFO - ak.get_shfe_daily('2025-09-01') done
symbol date open ... settle pre_settle variety
0 a2509 20250901 4072.00 ... 4092.00 4069.00 A
1 a2511 20250901 3945.00 ... 3961.00 3933.00 A
2 a2601 20250901 3948.00 ... 3962.00 3936.00 A
3 a2603 20250901 3950.00 ... 3961.00 3939.00 A
4 a2605 20250901 3995.00 ... 4005.00 3984.00 A
5 a2607 20250901 4000.00 ... 4008.00 3992.00 A
6 b2509 20250901 3718.00 ... 3695.00 3718.00 B
7 b2510 20250901 3699.00 ... 3702.00 3685.00 B
8 b2511 20250901 3732.00 ... 3736.00 3721.00 B
9 b2512 20250901 3763.00 ... 3768.00 3755.00 B
10 b2601 20250901 3756.00 ... 3763.00 3748.00 B
11 b2602 20250901 3742.00 ... 3746.00 3730.00 B
12 b2603 20250901 3689.00 ... 3694.00 3687.00 B
13 b2604 20250901 3596.00 ... 3599.00 3589.00 B
14 b2605 20250901 3533.00 ... 3531.00 3529.00 B
15 b2606 20250901 3512.00 ... 3518.00 3508.00 B
16 b2607 20250901 3526.00 ... 3524.00 3513.00 B
17 b2608 20250901 0.00 ... 3596.00 3596.00 B
18 bb2509 20250901 0.00 ... 136.00 136.00 BB
19 bb2511 20250901 144.00 ... 143.60 144.70 BB
20 bb2601 20250901 147.95 ... 146.65 147.20 BB
21 bb2603 20250901 146.40 ... 146.40 147.00 BB
22 bb2605 20250901 0.00 ... 140.25 140.80 BB
23 bb2607 20250901 0.00 ... 146.00 146.55 BB
24 bz2603 20250901 6053.00 ... 6002.00 6065.00 BZ
25 bz2604 20250901 6035.00 ... 5991.00 6037.00 BZ
26 bz2605 20250901 6016.00 ... 5985.00 6067.00 BZ
27 bz2606 20250901 5991.00 ... 5949.00 6039.00 BZ
28 bz2607 20250901 5971.00 ... 5971.00 6108.00 BZ
29 bz2608 20250901 0.00 ... 5951.00 5951.00 BZ
30 c2509 20250901 2233.00 ... 2240.00 2233.00 C
31 c2511 20250901 2192.00 ... 2190.00 2187.00 C
32 c2601 20250901 2180.00 ... 2180.00 2181.00 C
33 c2603 20250901 2196.00 ... 2197.00 2198.00 C
34 c2605 20250901 2248.00 ... 2247.00 2247.00 C
35 c2607 20250901 2261.00 ... 2259.00 2260.00 C
36 cs2509 20250901 2482.00 ... 2489.00 2504.00 CS
37 cs2511 20250901 2501.00 ... 2499.00 2492.00 CS
38 cs2601 20250901 2531.00 ... 2532.00 2527.00 CS
39 cs2603 20250901 2539.00 ... 2537.00 2535.00 CS
40 cs2605 20250901 2611.00 ... 2606.00 2605.00 CS
41 cs2607 20250901 2615.00 ... 2613.00 2609.00 CS
42 eb2509 20250901 6978.00 ... 6924.00 7059.00 EB
43 eb2510 20250901 7091.00 ... 7018.00 7117.00 EB
44 eb2511 20250901 7122.00 ... 7036.00 7133.00 EB
45 eb2512 20250901 7139.00 ... 7061.00 7154.00 EB
46 eb2601 20250901 7168.00 ... 7106.00 7187.00 EB
47 eb2602 20250901 7189.00 ... 7123.00 7210.00 EB
48 eb2603 20250901 7215.00 ... 7162.00 7255.00 EB
49 eb2604 20250901 7248.00 ... 7197.00 7276.00 EB
50 eb2605 20250901 7264.00 ... 7209.00 7290.00 EB
51 eb2606 20250901 7228.00 ... 7194.00 7341.00 EB
52 eb2607 20250901 7185.00 ... 7185.00 7376.00 EB
53 eb2608 20250901 7246.00 ... 7246.00 7350.00 EB
54 eg2509 20250901 4430.00 ... 4414.00 4429.00 EG
55 eg2510 20250901 4443.00 ... 4414.00 4439.00 EG
56 eg2511 20250901 4460.00 ... 4435.00 4453.00 EG
57 eg2512 20250901 4460.00 ... 4448.00 4465.00 EG
58 eg2601 20250901 4461.00 ... 4438.00 4470.00 EG
59 eg2602 20250901 4460.00 ... 4463.00 4476.00 EG
60 eg2603 20250901 0.00 ... 4476.00 4476.00 EG
61 eg2604 20250901 0.00 ... 4518.00 4518.00 EG
62 eg2605 20250901 4503.00 ... 4474.00 4507.00 EG
63 eg2606 20250901 4473.00 ... 4465.00 4522.00 EG
64 eg2607 20250901 4511.00 ... 4511.00 4507.00 EG
65 eg2608 20250901 0.00 ... 4513.00 4513.00 EG
66 fb2509 20250901 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250901 1274.00 ... 1271.00 1274.50 FB
68 fb2511 20250901 1273.00 ... 1268.00 1275.50 FB
69 fb2512 20250901 1268.50 ... 1264.00 1270.00 FB
70 fb2601 20250901 1269.00 ... 1255.00 1263.00 FB
71 fb2602 20250901 1251.00 ... 1247.00 1253.00 FB
72 fb2603 20250901 1248.50 ... 1247.50 1313.50 FB
73 fb2604 20250901 1284.00 ... 1283.50 1310.50 FB
74 fb2605 20250901 0.00 ... 1311.00 1311.00 FB
75 fb2606 20250901 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250901 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250901 0.00 ... 1302.50 1302.50 FB
78 i2509 20250901 805.00 ... 804.50 808.00 I
79 i2510 20250901 804.00 ... 791.00 804.00 I
80 i2511 20250901 800.00 ... 785.00 799.50 I
81 i2512 20250901 792.00 ... 781.50 795.00 I
82 i2601 20250901 787.00 ... 771.00 787.00 I
83 i2602 20250901 779.00 ... 767.00 781.50 I
84 i2603 20250901 771.00 ... 760.00 775.00 I
85 i2604 20250901 769.00 ... 757.00 770.00 I
86 i2605 20250901 764.00 ... 746.50 763.50 I
87 i2606 20250901 755.00 ... 745.50 757.50 I
88 i2607 20250901 751.00 ... 740.50 754.00 I
89 i2608 20250901 747.50 ... 736.00 750.00 I
90 j2509 20250901 1509.00 ... 1507.50 1532.00 J
91 j2510 20250901 1518.50 ... 1514.50 1571.00 J
92 j2511 20250901 1563.00 ... 1544.00 1602.00 J
93 j2512 20250901 1610.00 ... 1592.50 1622.50 J
94 j2601 20250901 1638.00 ... 1603.50 1653.00 J
95 j2602 20250901 1660.00 ... 1631.50 1671.00 J
96 j2603 20250901 1665.00 ... 1639.00 1683.00 J
97 j2604 20250901 0.00 ... 1696.00 1729.50 J
98 j2605 20250901 1730.50 ... 1692.00 1745.00 J
99 j2606 20250901 0.00 ... 1723.00 1760.00 J
100 j2607 20250901 1739.00 ... 1725.00 1770.00 J
101 j2608 20250901 1679.00 ... 1679.50 1771.00 J
102 jd2509 20250901 2863.00 ... 2824.00 2850.00 JD
103 jd2510 20250901 2958.00 ... 2948.00 2935.00 JD
104 jd2511 20250901 2980.00 ... 3000.00 2962.00 JD
105 jd2512 20250901 3141.00 ... 3157.00 3122.00 JD
106 jd2601 20250901 3330.00 ... 3337.00 3320.00 JD
107 jd2602 20250901 3085.00 ... 3094.00 3079.00 JD
108 jd2603 20250901 3086.00 ... 3100.00 3092.00 JD
109 jd2604 20250901 3247.00 ... 3264.00 3256.00 JD
110 jd2605 20250901 3350.00 ... 3359.00 3366.00 JD
111 jd2606 20250901 3200.00 ... 3192.00 3178.00 JD
112 jd2607 20250901 3400.00 ... 3401.00 3373.00 JD
113 jd2608 20250901 3800.00 ... 3799.00 3735.00 JD
114 jm2509 20250901 986.50 ... 963.00 990.00 JM
115 jm2510 20250901 1013.50 ... 985.00 1019.50 JM
116 jm2511 20250901 1069.00 ... 1034.50 1070.50 JM
117 jm2512 20250901 1118.00 ... 1083.50 1116.50 JM
118 jm2601 20250901 1152.00 ... 1121.50 1156.50 JM
119 jm2602 20250901 1169.00 ... 1136.00 1172.00 JM
120 jm2603 20250901 1177.00 ... 1148.00 1184.00 JM
121 jm2604 20250901 1187.00 ... 1159.50 1189.50 JM
122 jm2605 20250901 1193.00 ... 1165.50 1199.50 JM
123 jm2606 20250901 1200.00 ... 1176.50 1206.50 JM
124 jm2607 20250901 1211.00 ... 1187.50 1219.00 JM
125 jm2608 20250901 1220.00 ... 1202.00 1225.00 JM
126 l2509 20250901 7276.00 ... 7209.00 7276.00 L
127 l2510 20250901 7279.00 ... 7243.00 7291.00 L
128 l2511 20250901 7287.00 ... 7249.00 7307.00 L
129 l2512 20250901 7289.00 ... 7255.00 7321.00 L
130 l2601 20250901 7280.00 ... 7256.00 7317.00 L
131 l2602 20250901 7278.00 ... 7247.00 7306.00 L
132 l2603 20250901 7286.00 ... 7248.00 7316.00 L
133 l2604 20250901 7249.00 ... 7273.00 7326.00 L
134 l2605 20250901 7294.00 ... 7260.00 7317.00 L
135 l2606 20250901 7260.00 ... 7258.00 7363.00 L
136 l2607 20250901 7323.00 ... 7285.00 7308.00 L
137 l2608 20250901 7340.00 ... 7301.00 7321.00 L
138 lg2509 20250901 781.00 ... 779.00 783.50 LG
139 lg2511 20250901 820.00 ... 818.50 820.50 LG
140 lg2601 20250901 838.50 ... 830.50 835.50 LG
141 lg2603 20250901 833.50 ... 834.00 839.50 LG
142 lg2605 20250901 834.00 ... 834.00 840.00 LG
143 lg2607 20250901 835.00 ... 835.50 840.00 LG
144 lh2509 20250901 13165.00 ... 13160.00 13095.00 LH
145 lh2511 20250901 13700.00 ... 13625.00 13580.00 LH
146 lh2601 20250901 13935.00 ... 13885.00 13910.00 LH
147 lh2603 20250901 13150.00 ... 13120.00 13125.00 LH
148 lh2605 20250901 13550.00 ... 13560.00 13530.00 LH
149 lh2607 20250901 14100.00 ... 14120.00 14115.00 LH
150 m2509 20250901 3002.00 ... 3013.00 3002.00 M
151 m2511 20250901 3035.00 ... 3033.00 3020.00 M
152 m2512 20250901 3065.00 ... 3070.00 3056.00 M
153 m2601 20250901 3052.00 ... 3060.00 3047.00 M
154 m2603 20250901 2986.00 ... 2988.00 2984.00 M
155 m2605 20250901 2819.00 ... 2819.00 2811.00 M
156 m2607 20250901 2808.00 ... 2807.00 2800.00 M
157 m2608 20250901 2935.00 ... 2933.00 2927.00 M
158 p2509 20250901 9300.00 ... 9314.00 9310.00 P
159 p2510 20250901 9254.00 ... 9292.00 9320.00 P
160 p2511 20250901 9266.00 ... 9286.00 9316.00 P
161 p2512 20250901 9276.00 ... 9306.00 9330.00 P
162 p2601 20250901 9300.00 ... 9326.00 9348.00 P
163 p2602 20250901 9266.00 ... 9290.00 9310.00 P
164 p2603 20250901 9224.00 ... 9240.00 9248.00 P
165 p2604 20250901 9096.00 ... 9164.00 9208.00 P
166 p2605 20250901 9070.00 ... 9086.00 9106.00 P
167 p2606 20250901 8924.00 ... 8992.00 9004.00 P
168 p2607 20250901 8842.00 ... 8874.00 8890.00 P
169 p2608 20250901 8772.00 ... 8812.00 8870.00 P
170 pg2509 20250901 3700.00 ... 3693.00 3727.00 PG
171 pg2510 20250901 4403.00 ... 4364.00 4366.00 PG
172 pg2511 20250901 4332.00 ... 4282.00 4289.00 PG
173 pg2512 20250901 4262.00 ... 4219.00 4233.00 PG
174 pg2601 20250901 4202.00 ... 4160.00 4174.00 PG
175 pg2602 20250901 4137.00 ... 4100.00 4110.00 PG
176 pg2603 20250901 4045.00 ... 4021.00 4028.00 PG
177 pg2604 20250901 4348.00 ... 4326.00 4336.00 PG
178 pg2605 20250901 4272.00 ... 4251.00 4242.00 PG
179 pg2606 20250901 4202.00 ... 4206.00 4194.00 PG
180 pg2607 20250901 4104.00 ... 4111.00 4136.00 PG
181 pg2608 20250901 4120.00 ... 4120.00 4090.00 PG
182 pp2509 20250901 6882.00 ... 6862.00 6911.00 PP
183 pp2510 20250901 6939.00 ... 6904.00 6941.00 PP
184 pp2511 20250901 6957.00 ... 6926.00 6962.00 PP
185 pp2512 20250901 6975.00 ... 6942.00 6983.00 PP
186 pp2601 20250901 6990.00 ... 6949.00 6992.00 PP
187 pp2602 20250901 6959.00 ... 6927.00 6969.00 PP
188 pp2603 20250901 6915.00 ... 6932.00 6963.00 PP
189 pp2604 20250901 6994.00 ... 6960.00 6998.00 PP
190 pp2605 20250901 7001.00 ... 6973.00 7011.00 PP
191 pp2606 20250901 6971.00 ... 6946.00 6987.00 PP
192 pp2607 20250901 6957.00 ... 6941.00 6949.00 PP
193 pp2608 20250901 6920.00 ... 6937.00 6969.00 PP
194 rr2509 20250901 0.00 ... 3558.00 3558.00 RR
195 rr2510 20250901 3613.00 ... 3611.00 3611.00 RR
196 rr2511 20250901 3614.00 ... 3612.00 3612.00 RR
197 rr2512 20250901 3608.00 ... 3608.00 3607.00 RR
198 rr2601 20250901 3623.00 ... 3621.00 3619.00 RR
199 rr2602 20250901 3606.00 ... 3604.00 3609.00 RR
200 rr2603 20250901 0.00 ... 3602.00 3602.00 RR
201 rr2604 20250901 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250901 3610.00 ... 3610.00 3595.00 RR
203 rr2606 20250901 3607.00 ... 3607.00 3605.00 RR
204 rr2607 20250901 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250901 0.00 ... 3625.00 3625.00 RR
206 v2509 20250901 4743.00 ... 4721.00 4748.00 V
207 v2510 20250901 4787.00 ... 4769.00 4796.00 V
208 v2511 20250901 4843.00 ... 4805.00 4831.00 V
209 v2512 20250901 4871.00 ... 4842.00 4872.00 V
210 v2601 20250901 4907.00 ... 4881.00 4909.00 V
211 v2602 20250901 4942.00 ... 4917.00 4949.00 V
212 v2603 20250901 4968.00 ... 4955.00 4973.00 V
213 v2604 20250901 5169.00 ... 5156.00 5175.00 V
214 v2605 20250901 5209.00 ... 5183.00 5206.00 V
215 v2606 20250901 5213.00 ... 5208.00 5239.00 V
216 v2607 20250901 5258.00 ... 5244.00 5271.00 V
217 v2608 20250901 5299.00 ... 5277.00 5292.00 V
218 y2509 20250901 8414.00 ... 8400.00 8414.00 Y
219 y2511 20250901 8384.00 ... 8358.00 8388.00 Y
220 y2512 20250901 8396.00 ... 8380.00 8410.00 Y
221 y2601 20250901 8360.00 ... 8330.00 8358.00 Y
222 y2603 20250901 8282.00 ... 8262.00 8304.00 Y
223 y2605 20250901 8056.00 ... 8040.00 8076.00 Y
224 y2607 20250901 8032.00 ... 8006.00 8036.00 Y
225 y2608 20250901 8000.00 ... 7994.00 7992.00 Y
[226 rows x 12 columns]
2025-09-01 18:26:57,008 - future_1d - INFO - ak.get_dce_daily('2025-09-01') done
2025-09-01 18:26:58,748 - future_1d - INFO - save future_daily 2025-09-01 completed