60 eg2603 20250908 4360.00 ... 4349.00 4365.00 EG
61 eg2604 20250908 4382.00 ... 4372.00 4365.00 EG
62 eg2605 20250908 4366.00 ... 4372.00 4383.00 EG
63 eg2606 20250908 4371.00 ... 4371.00 4408.00 EG
64 eg2607 20250908 4384.00 ... 4384.00 4447.00 EG
65 eg2608 20250908 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250908 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250908 1276.50 ... 1274.50 1277.00 FB
68 fb2511 20250908 1255.00 ... 1258.50 1253.50 FB
69 fb2512 20250908 1257.00 ... 1257.50 1253.50 FB
70 fb2601 20250908 1245.00 ... 1249.50 1247.00 FB
71 fb2602 20250908 1241.00 ... 1241.50 1241.00 FB
72 fb2603 20250908 1237.00 ... 1245.00 1245.00 FB
73 fb2604 20250908 1255.00 ... 1255.00 1259.00 FB
74 fb2605 20250908 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250908 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250908 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250908 1305.50 ... 1291.50 1244.00 FB
78 i2509 20250908 849.50 ... 835.00 834.00 I
79 i2510 20250908 809.50 ... 810.50 807.50 I
80 i2511 20250908 807.50 ... 805.00 802.50 I
81 i2512 20250908 801.00 ... 798.50 796.50 I
82 i2601 20250908 791.00 ... 789.00 787.00 I
83 i2602 20250908 785.00 ... 783.00 781.00 I
84 i2603 20250908 779.50 ... 778.00 776.00 I
85 i2604 20250908 775.50 ... 773.50 771.00 I
86 i2605 20250908 765.00 ... 764.50 763.00 I
87 i2606 20250908 761.50 ... 759.50 757.50 I
88 i2607 20250908 757.00 ... 754.50 753.00 I
89 i2608 20250908 754.50 ... 750.50 749.00 I
90 j2509 20250908 0.00 ... 1512.50 1512.50 J
91 j2510 20250908 1547.00 ... 1526.50 1517.50 J
92 j2511 20250908 1577.50 ... 1555.00 1548.00 J
93 j2512 20250908 1601.50 ... 1593.50 1579.00 J
94 j2601 20250908 1640.50 ... 1617.00 1616.50 J
95 j2602 20250908 1631.00 ... 1631.50 1649.00 J
96 j2603 20250908 1659.50 ... 1659.50 1673.00 J
97 j2604 20250908 1730.50 ... 1716.00 1741.50 J
98 j2605 20250908 1747.00 ... 1733.50 1720.00 J
99 j2606 20250908 0.00 ... 1719.00 1719.00 J
100 j2607 20250908 0.00 ... 1738.50 1738.50 J
101 j2608 20250908 0.00 ... 1710.50 1710.50 J
102 jd2509 20250908 3051.00 ... 3072.00 2920.00 JD
103 jd2510 20250908 3000.00 ... 3004.00 2993.00 JD
104 jd2511 20250908 3024.00 ... 3027.00 3028.00 JD
105 jd2512 20250908 3196.00 ... 3199.00 3197.00 JD
106 jd2601 20250908 3370.00 ... 3384.00 3375.00 JD
107 jd2602 20250908 3111.00 ... 3125.00 3121.00 JD
108 jd2603 20250908 3131.00 ... 3138.00 3129.00 JD
109 jd2604 20250908 3310.00 ... 3326.00 3313.00 JD
110 jd2605 20250908 3450.00 ... 3461.00 3444.00 JD
111 jd2606 20250908 3288.00 ... 3280.00 3272.00 JD
112 jd2607 20250908 3502.00 ... 3503.00 3493.00 JD
113 jd2608 20250908 3910.00 ... 3911.00 3899.00 JD
114 jm2509 20250908 924.00 ... 929.50 956.50 JM
115 jm2510 20250908 988.00 ... 969.50 965.00 JM
116 jm2511 20250908 1048.50 ... 1028.00 1026.50 JM
117 jm2512 20250908 1103.00 ... 1086.50 1088.00 JM
118 jm2601 20250908 1163.00 ... 1142.50 1127.50 JM
119 jm2602 20250908 1185.00 ... 1165.50 1156.50 JM
120 jm2603 20250908 1205.00 ... 1188.50 1170.50 JM
121 jm2604 20250908 1220.00 ... 1208.00 1186.50 JM
122 jm2605 20250908 1232.00 ... 1223.50 1197.50 JM
123 jm2606 20250908 1248.50 ... 1240.50 1206.00 JM
124 jm2607 20250908 1254.00 ... 1251.00 1214.00 JM
125 jm2608 20250908 1265.00 ... 1260.50 1231.00 JM
126 l2509 20250908 7142.00 ... 7152.00 7165.00 L
127 l2510 20250908 7196.00 ... 7211.00 7214.00 L
128 l2511 20250908 7226.00 ... 7223.00 7220.00 L
129 l2512 20250908 7224.00 ... 7230.00 7232.00 L
130 l2601 20250908 7240.00 ... 7229.00 7234.00 L
131 l2602 20250908 7223.00 ... 7220.00 7223.00 L
132 l2603 20250908 7221.00 ... 7221.00 7219.00 L
133 l2604 20250908 7242.00 ... 7260.00 7242.00 L
134 l2605 20250908 7230.00 ... 7234.00 7236.00 L
135 l2606 20250908 7218.00 ... 7238.00 7253.00 L
136 l2607 20250908 7243.00 ... 7251.00 7251.00 L
137 l2608 20250908 7258.00 ... 7274.00 7267.00 L
138 lg2509 20250908 775.50 ... 776.00 779.50 LG
139 lg2511 20250908 800.00 ... 807.00 797.00 LG
140 lg2601 20250908 821.00 ... 821.50 817.00 LG
141 lg2603 20250908 827.50 ... 827.50 823.50 LG
142 lg2605 20250908 830.50 ... 832.00 829.50 LG
143 lg2607 20250908 833.00 ... 833.00 832.00 LG
144 lh2509 20250908 0.00 ... 13100.00 13165.00 LH
145 lh2511 20250908 13215.00 ... 13305.00 13300.00 LH
146 lh2601 20250908 13690.00 ... 13800.00 13720.00 LH
147 lh2603 20250908 13045.00 ... 13090.00 13010.00 LH
148 lh2605 20250908 13515.00 ... 13585.00 13515.00 LH
149 lh2607 20250908 14100.00 ... 14190.00 14135.00 LH
150 m2509 20250908 3040.00 ... 3031.00 3028.00 M
151 m2511 20250908 3048.00 ... 3051.00 3028.00 M
152 m2512 20250908 3082.00 ... 3091.00 3067.00 M
153 m2601 20250908 3070.00 ... 3079.00 3058.00 M
154 m2603 20250908 2997.00 ... 3007.00 2992.00 M
155 m2605 20250908 2809.00 ... 2811.00 2806.00 M
156 m2607 20250908 2792.00 ... 2792.00 2791.00 M
157 m2608 20250908 2917.00 ... 2918.00 2917.00 M
158 p2509 20250908 9320.00 ... 9320.00 9354.00 P
159 p2510 20250908 9464.00 ... 9422.00 9420.00 P
160 p2511 20250908 9472.00 ... 9414.00 9428.00 P
161 p2512 20250908 9492.00 ... 9434.00 9462.00 P
162 p2601 20250908 9510.00 ... 9438.00 9456.00 P
163 p2602 20250908 9482.00 ... 9400.00 9414.00 P
164 p2603 20250908 9428.00 ... 9386.00 9380.00 P
165 p2604 20250908 9326.00 ... 9284.00 9324.00 P
166 p2605 20250908 9278.00 ... 9218.00 9228.00 P
167 p2606 20250908 9160.00 ... 9122.00 9148.00 P
168 p2607 20250908 9066.00 ... 9038.00 9032.00 P
169 p2608 20250908 8978.00 ... 8956.00 8944.00 P
170 pg2509 20250908 3740.00 ... 3725.00 3759.00 PG
171 pg2510 20250908 4369.00 ... 4389.00 4381.00 PG
172 pg2511 20250908 4298.00 ... 4322.00 4311.00 PG
173 pg2512 20250908 4233.00 ... 4260.00 4248.00 PG
174 pg2601 20250908 4172.00 ... 4195.00 4188.00 PG
175 pg2602 20250908 4111.00 ... 4110.00 4126.00 PG
176 pg2603 20250908 4020.00 ... 4032.00 4036.00 PG
177 pg2604 20250908 4352.00 ... 4384.00 4369.00 PG
178 pg2605 20250908 4268.00 ... 4291.00 4283.00 PG
179 pg2606 20250908 4246.00 ... 4245.00 4227.00 PG
180 pg2607 20250908 4188.00 ... 4181.00 4167.00 PG
181 pg2608 20250908 4138.00 ... 4138.00 4136.00 PG
182 pp2509 20250908 6815.00 ... 6907.00 6832.00 PP
183 pp2510 20250908 6871.00 ... 6881.00 6887.00 PP
184 pp2511 20250908 6901.00 ... 6910.00 6917.00 PP
185 pp2512 20250908 6933.00 ... 6935.00 6940.00 PP
186 pp2601 20250908 6950.00 ... 6950.00 6951.00 PP
187 pp2602 20250908 6929.00 ... 6930.00 6933.00 PP
188 pp2603 20250908 6915.00 ... 6919.00 6929.00 PP
189 pp2604 20250908 6938.00 ... 6946.00 6953.00 PP
190 pp2605 20250908 6968.00 ... 6967.00 6969.00 PP
191 pp2606 20250908 6919.00 ... 6941.00 6935.00 PP
192 pp2607 20250908 6917.00 ... 6919.00 6914.00 PP
193 pp2608 20250908 6914.00 ... 6918.00 6922.00 PP
194 rr2509 20250908 0.00 ... 3585.00 3585.00 RR
195 rr2510 20250908 3616.00 ... 3611.00 3612.00 RR
196 rr2511 20250908 3614.00 ... 3613.00 3613.00 RR
197 rr2512 20250908 3611.00 ... 3610.00 3605.00 RR
198 rr2601 20250908 3623.00 ... 3623.00 3620.00 RR
199 rr2602 20250908 3611.00 ... 3609.00 3605.00 RR
200 rr2603 20250908 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250908 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250908 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250908 0.00 ... 3604.00 3602.00 RR
204 rr2607 20250908 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250908 0.00 ... 3625.00 3625.00 RR
206 v2509 20250908 4727.00 ... 4721.00 4727.00 V
207 v2510 20250908 4800.00 ... 4770.00 4781.00 V
208 v2511 20250908 4832.00 ... 4801.00 4818.00 V
209 v2512 20250908 4874.00 ... 4839.00 4861.00 V
210 v2601 20250908 4913.00 ... 4878.00 4886.00 V
211 v2602 20250908 4948.00 ... 4919.00 4921.00 V
212 v2603 20250908 4970.00 ... 4950.00 4957.00 V
213 v2604 20250908 5178.00 ... 5154.00 5174.00 V
214 v2605 20250908 5219.00 ... 5186.00 5191.00 V
215 v2606 20250908 5227.00 ... 5208.00 5232.00 V
216 v2607 20250908 5270.00 ... 5252.00 5263.00 V
217 v2608 20250908 5290.00 ... 5285.00 5288.00 V
218 y2509 20250908 0.00 ... 8420.00 8420.00 Y
219 y2511 20250908 8474.00 ... 8432.00 8424.00 Y
220 y2512 20250908 8486.00 ... 8454.00 8446.00 Y
221 y2601 20250908 8450.00 ... 8408.00 8400.00 Y
222 y2603 20250908 8360.00 ... 8326.00 8326.00 Y
223 y2605 20250908 8122.00 ... 8110.00 8092.00 Y
224 y2607 20250908 8088.00 ... 8062.00 8052.00 Y
225 y2608 20250908 8052.00 ... 8052.00 8056.00 Y
[226 rows x 12 columns]
2025-09-10 18:26:03,647 - future_1d - INFO - ak.get_dce_daily('2025-09-08') done
2025-09-10 18:26:05,411 - future_1d - INFO - save future_daily 2025-09-08 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250909 8340.0 8346.0 ... 398303.72 8175.0 8359.0 AP
1 AP511 20250909 8232.0 8267.0 ... 11144.13 8049.0 8240.0 AP
2 AP512 20250909 8285.0 8333.0 ... 3579.47 8080.0 8273.0 AP
3 AP601 20250909 8381.0 8428.0 ... 1609975.99 8136.0 8347.0 AP
4 AP603 20250909 8277.0 8300.0 ... 2110.89 8088.0 8242.0 AP
5 AP604 20250909 8286.0 8286.0 ... 980.05 8100.0 8236.0 AP
6 AP605 20250909 8321.0 8350.0 ... 10286.90 8177.0 8284.0 AP
7 CF509 20250909 13465.0 13465.0 ... 6919.57 13440.0 13490.0 CF
8 CF511 20250909 13700.0 13740.0 ... 236848.95 13675.0 13770.0 CF
9 CF601 20250909 13900.0 13945.0 ... 1654355.34 13880.0 13930.0 CF
10 CF603 20250909 13880.0 13910.0 ... 3437.41 13860.0 13890.0 CF
11 CF605 20250909 13850.0 13900.0 ... 131204.40 13835.0 13875.0 CF
12 CF607 20250909 13895.0 13910.0 ... 561.29 13860.0 13890.0 CF
13 CJ509 20250909 10000.0 10000.0 ... 129.31 9945.0 10015.0 CJ
14 CJ512 20250909 11050.0 11090.0 ... 4191.64 10985.0 10990.0 CJ
15 CJ601 20250909 11125.0 11165.0 ... 540637.40 11040.0 11065.0 CJ
16 CJ603 20250909 11165.0 11200.0 ... 5224.81 11080.0 11130.0 CJ
17 CJ605 20250909 11240.0 11295.0 ... 83151.06 11170.0 11200.0 CJ
18 CJ607 20250909 11385.0 11390.0 ... 2087.84 11315.0 11325.0 CJ
19 CY509 20250909 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250909 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250909 19945.0 19965.0 ... 122435.39 19920.0 19955.0 CY
22 CY512 20250909 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250909 19925.0 19935.0 ... 1173.78 19895.0 19945.0 CY
24 CY602 20250909 0.0 0.0 ... 0.00 19995.0 20015.0 CY
25 CY603 20250909 0.0 0.0 ... 0.00 20260.0 20340.0 CY
26 CY604 20250909 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250909 0.0 0.0 ... 0.00 20165.0 20205.0 CY
28 CY606 20250909 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250909 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250909 0.0 0.0 ... 0.00 20220.0 20220.0 CY
31 FG509 20250909 1014.0 1030.0 ... 203.50 1017.0 994.0 FG
32 FG510 20250909 1118.0 1130.0 ... 55015.70 1118.0 1103.0 FG
33 FG511 20250909 1109.0 1121.0 ... 187668.49 1110.0 1092.0 FG
34 FG512 20250909 1205.0 1217.0 ... 77145.75 1206.0 1195.0 FG
35 FG601 20250909 1204.0 1212.0 ... 4621726.47 1199.0 1188.0 FG
36 FG602 20250909 1252.0 1260.0 ... 27773.82 1248.0 1237.0 FG
37 FG603 20250909 1256.0 1263.0 ... 1550.57 1252.0 1240.0 FG
38 FG604 20250909 1300.0 1361.0 ... 2991.62 1311.0 1291.0 FG
39 FG605 20250909 1297.0 1308.0 ... 95590.43 1296.0 1287.0 FG
40 FG606 20250909 1320.0 1334.0 ... 865.75 1324.0 1317.0 FG
41 FG607 20250909 1315.0 1325.0 ... 1217.30 1317.0 1315.0 FG
42 FG608 20250909 1323.0 1350.0 ... 1281.40 1343.0 1337.0 FG
43 JR509 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250909 2249.0 2249.0 ... 553.78 2242.0 2245.0 MA
53 MA510 20250909 2326.0 2326.0 ... 20044.67 2305.0 2309.0 MA
54 MA511 20250909 2346.0 2346.0 ... 117189.59 2331.0 2335.0 MA
55 MA512 20250909 2392.0 2392.0 ... 71359.94 2373.0 2377.0 MA
56 MA601 20250909 2407.0 2411.0 ... 1086271.68 2397.0 2403.0 MA
57 MA602 20250909 2414.0 2425.0 ... 18299.25 2410.0 2414.0 MA
58 MA603 20250909 2415.0 2415.0 ... 74.71 2410.0 2417.0 MA
59 MA604 20250909 0.0 0.0 ... 0.00 2407.0 2407.0 MA
60 MA605 20250909 2410.0 2410.0 ... 90035.18 2394.0 2397.0 MA
61 MA606 20250909 2394.0 2395.0 ... 4.79 2395.0 2403.0 MA
62 MA607 20250909 2393.0 2393.0 ... 85.75 2382.0 2392.0 MA
63 MA608 20250909 2391.0 2391.0 ... 7.16 2388.0 2403.0 MA
64 OI509 20250909 9950.0 9984.0 ... 2990.35 9968.0 9915.0 OI
65 OI511 20250909 10026.0 10035.0 ... 495784.10 9999.0 9921.0 OI
66 OI601 20250909 9847.0 9871.0 ... 2580180.42 9845.0 9782.0 OI
67 OI603 20250909 9676.0 9710.0 ... 3310.56 9680.0 9632.0 OI
68 OI605 20250909 9541.0 9570.0 ... 216425.92 9530.0 9505.0 OI
69 OI607 20250909 9497.0 9516.0 ... 1090.17 9480.0 9440.0 OI
70 PF509 20250909 0.0 0.0 ... 0.00 6268.0 6264.0 PF
71 PF510 20250909 6400.0 6400.0 ... 59152.34 6360.0 6336.0 PF
72 PF511 20250909 6358.0 6366.0 ... 459479.05 6340.0 6324.0 PF
73 PF512 20250909 6370.0 6370.0 ... 140679.42 6322.0 6310.0 PF
74 PF601 20250909 6384.0 6388.0 ... 12038.09 6368.0 6366.0 PF
75 PF602 20250909 6394.0 6402.0 ... 44389.23 6374.0 6376.0 PF
76 PF603 20250909 6386.0 6386.0 ... 15.97 6386.0 6386.0 PF
77 PF604 20250909 0.0 0.0 ... 0.00 6442.0 6442.0 PF
78 PF605 20250909 0.0 0.0 ... 0.00 6454.0 6454.0 PF
79 PF606 20250909 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250909 0.0 0.0 ... 0.00 6492.0 6480.0 PF
81 PF608 20250909 0.0 0.0 ... 0.00 6508.0 6490.0 PF
82 PK510 20250909 7984.0 8000.0 ... 56800.39 7926.0 7986.0 PK
83 PK511 20250909 7860.0 7884.0 ... 444429.83 7830.0 7856.0 PK
84 PK512 20250909 7874.0 7898.0 ... 134430.25 7844.0 7864.0 PK
85 PK601 20250909 7888.0 7906.0 ... 54574.51 7860.0 7874.0 PK
86 PK603 20250909 7898.0 7898.0 ... 177.32 7882.0 7884.0 PK
87 PK604 20250909 7906.0 7918.0 ... 197.38 7896.0 7894.0 PK
88 PK605 20250909 7910.0 7914.0 ... 5695.36 7884.0 7900.0 PK
89 PL601 20250909 6430.0 6430.0 ... 33072.70 6395.0 6388.0 PL
90 PL602 20250909 6448.0 6456.0 ... 334.48 6432.0 6446.0 PL
91 PL603 20250909 6434.0 6434.0 ... 64.27 6427.0 6451.0 PL
92 PL604 20250909 0.0 0.0 ... 0.00 6465.0 6475.0 PL
93 PL605 20250909 6358.0 6361.0 ... 25.44 6360.0 6391.0 PL
94 PL606 20250909 6424.0 6424.0 ... 12.85 6424.0 6424.0 PL
95 PL607 20250909 6424.0 6424.0 ... 12.85 6424.0 6464.0 PL
96 PL608 20250909 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250909 0.0 0.0 ... 0.00 5794.0 5794.0 PR
104 PR510 20250909 5868.0 5872.0 ... 10347.77 5836.0 5834.0 PR
105 PR511 20250909 5868.0 5872.0 ... 283115.06 5834.0 5844.0 PR
106 PR512 20250909 5876.0 5878.0 ... 132496.53 5842.0 5854.0 PR
107 PR601 20250909 5878.0 5878.0 ... 31881.14 5846.0 5854.0 PR
108 PR602 20250909 0.0 0.0 ... 0.00 5886.0 5876.0 PR
109 PR603 20250909 0.0 0.0 ... 0.00 5894.0 5890.0 PR
110 PR604 20250909 0.0 0.0 ... 0.00 5892.0 5882.0 PR
111 PR605 20250909 5916.0 5916.0 ... 8.87 5916.0 5906.0 PR
112 PR606 20250909 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250909 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250909 0.0 0.0 ... 0.00 5960.0 5960.0 PR
115 PX509 20250909 0.0 0.0 ... 0.00 6724.0 6730.0 PX
116 PX510 20250909 6756.0 6756.0 ... 8687.10 6708.0 6706.0 PX
117 PX511 20250909 6768.0 6768.0 ... 496469.85 6708.0 6714.0 PX
118 PX512 20250909 6748.0 6748.0 ... 143746.16 6690.0 6696.0 PX
119 PX601 20250909 6716.0 6716.0 ... 78664.32 6674.0 6668.0 PX
120 PX602 20250909 6696.0 6696.0 ... 13598.00 6660.0 6658.0 PX
121 PX603 20250909 6652.0 6652.0 ... 6.65 6646.0 6634.0 PX
122 PX604 20250909 0.0 0.0 ... 0.00 6696.0 6696.0 PX
123 PX605 20250909 6702.0 6702.0 ... 373.85 6676.0 6664.0 PX
124 PX606 20250909 6682.0 6682.0 ... 3.34 6682.0 6706.0 PX
125 PX607 20250909 6674.0 6674.0 ... 3.34 6674.0 6722.0 PX
126 PX608 20250909 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250909 2580.0 2580.0 ... 334.54 2573.0 2575.0 RM
134 RM511 20250909 2550.0 2559.0 ... 15329.09 2548.0 2556.0 RM
135 RM601 20250909 2537.0 2557.0 ... 634313.36 2539.0 2543.0 RM
136 RM603 20250909 2427.0 2445.0 ... 7668.25 2432.0 2426.0 RM
137 RM605 20250909 2396.0 2412.0 ... 117107.73 2399.0 2395.0 RM
138 RM607 20250909 2379.0 2392.0 ... 23475.46 2380.0 2383.0 RM
139 RM608 20250909 2475.0 2489.0 ... 771.18 2480.0 2474.0 RM
140 RS509 20250909 0.0 0.0 ... 0.00 4854.0 4838.0 RS
141 RS511 20250909 5209.0 5212.0 ... 51.96 5196.0 5184.0 RS
142 RS607 20250909 5511.0 5602.0 ... 155.71 5561.0 5543.0 RS
143 RS608 20250909 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250909 1167.0 1173.0 ... 2515.61 1167.0 1165.0 SA
145 SA510 20250909 1213.0 1222.0 ... 33263.59 1212.0 1212.0 SA
146 SA511 20250909 1227.0 1231.0 ... 250002.89 1219.0 1220.0 SA
147 SA512 20250909 1283.0 1289.0 ... 87096.11 1275.0 1276.0 SA
148 SA601 20250909 1293.0 1299.0 ... 2839531.36 1287.0 1286.0 SA
149 SA602 20250909 1326.0 1330.0 ... 62674.38 1316.0 1318.0 SA
150 SA603 20250909 1337.0 1337.0 ... 2371.62 1323.0 1325.0 SA
151 SA604 20250909 1370.0 1374.0 ... 3728.46 1360.0 1368.0 SA
152 SA605 20250909 1372.0 1378.0 ... 96798.51 1367.0 1372.0 SA
153 SA606 20250909 1383.0 1387.0 ... 507.15 1378.0 1381.0 SA
154 SA607 20250909 1386.0 1389.0 ... 839.95 1377.0 1380.0 SA
155 SA608 20250909 1400.0 1406.0 ... 416.35 1397.0 1399.0 SA
156 SF509 20250909 5450.0 5480.0 ... 307.75 5448.0 5414.0 SF
157 SF510 20250909 5462.0 5498.0 ... 18900.46 5468.0 5414.0 SF
158 SF511 20250909 5624.0 5662.0 ... 400489.95 5630.0 5578.0 SF
159 SF512 20250909 5586.0 5614.0 ... 92623.74 5584.0 5534.0 SF
160 SF601 20250909 5588.0 5616.0 ... 125748.63 5586.0 5542.0 SF
161 SF602 20250909 5550.0 5582.0 ... 39671.48 5548.0 5508.0 SF
162 SF603 20250909 5754.0 5756.0 ... 14.36 5744.0 5690.0 SF
163 SF604 20250909 5736.0 5736.0 ... 5.72 5722.0 5658.0 SF
164 SF605 20250909 5688.0 5720.0 ... 899.25 5692.0 5658.0 SF
165 SF606 20250909 5656.0 5660.0 ... 28.28 5656.0 5618.0 SF
166 SF607 20250909 5808.0 5826.0 ... 8.72 5810.0 5758.0 SF
167 SF608 20250909 5736.0 5758.0 ... 20.10 5744.0 5726.0 SF
168 SH509 20250909 0.0 0.0 ... 0.00 2656.0 2661.0 SH
169 SH510 20250909 2570.0 2587.0 ... 79548.13 2567.0 2570.0 SH
170 SH511 20250909 2588.0 2596.0 ... 525886.10 2571.0 2585.0 SH
171 SH512 20250909 2598.0 2612.0 ... 237136.33 2590.0 2604.0 SH
172 SH601 20250909 2588.0 2593.0 ... 2024748.37 2578.0 2583.0 SH
173 SH602 20250909 2607.0 2609.0 ... 22017.75 2595.0 2600.0 SH
174 SH603 20250909 2616.0 2626.0 ... 1670.27 2614.0 2616.0 SH
175 SH604 20250909 2668.0 2668.0 ... 151.28 2654.0 2659.0 SH
176 SH605 20250909 2680.0 2681.0 ... 12439.80 2667.0 2673.0 SH
177 SH606 20250909 2670.0 2686.0 ... 152.26 2671.0 2680.0 SH
178 SH607 20250909 2668.0 2680.0 ... 208.20 2669.0 2673.0 SH
179 SH608 20250909 0.0 0.0 ... 0.00 2683.0 2683.0 SH
180 SM509 20250909 5720.0 5764.0 ... 1986.60 5742.0 5708.0 SM
181 SM510 20250909 5754.0 5780.0 ... 21824.63 5756.0 5726.0 SM
182 SM511 20250909 5840.0 5852.0 ... 235701.28 5826.0 5798.0 SM
183 SM512 20250909 5846.0 5856.0 ... 42865.71 5832.0 5808.0 SM
184 SM601 20250909 5840.0 5864.0 ... 347986.20 5838.0 5806.0 SM
185 SM602 20250909 5858.0 5870.0 ... 157117.32 5844.0 5806.0 SM
186 SM603 20250909 5858.0 5858.0 ... 26.34 5854.0 5832.0 SM
187 SM604 20250909 5864.0 5864.0 ... 5.86 5864.0 5816.0 SM
188 SM605 20250909 5880.0 5904.0 ... 4777.08 5880.0 5854.0 SM
189 SM606 20250909 5880.0 5880.0 ... 2.94 5880.0 5858.0 SM
190 SM607 20250909 5890.0 5898.0 ... 14.73 5894.0 5902.0 SM
191 SM608 20250909 0.0 0.0 ... 0.00 5886.0 5860.0 SM
192 SR509 20250909 5540.0 5540.0 ... 210.29 5534.0 5540.0 SR
193 SR511 20250909 5530.0 5558.0 ... 112762.65 5525.0 5516.0 SR
194 SR601 20250909 5535.0 5538.0 ... 849127.29 5521.0 5522.0 SR
195 SR603 20250909 5523.0 5526.0 ... 1460.58 5512.0 5511.0 SR
196 SR605 20250909 5516.0 5519.0 ... 38885.99 5503.0 5506.0 SR
197 SR607 20250909 5508.0 5515.0 ... 3701.67 5500.0 5506.0 SR
198 TA509 20250909 4570.0 4600.0 ... 6553.18 4580.0 4544.0 TA
199 TA510 20250909 4652.0 4658.0 ... 47427.45 4640.0 4624.0 TA
200 TA511 20250909 4664.0 4674.0 ... 279933.49 4648.0 4640.0 TA
201 TA512 20250909 4686.0 4686.0 ... 148433.18 4660.0 4656.0 TA
202 TA601 20250909 4698.0 4698.0 ... 1006864.04 4670.0 4662.0 TA
203 TA602 20250909 4688.0 4694.0 ... 10259.67 4676.0 4674.0 TA
204 TA603 20250909 4710.0 4710.0 ... 53.92 4690.0 4700.0 TA
205 TA604 20250909 4696.0 4696.0 ... 21.11 4692.0 4702.0 TA
206 TA605 20250909 4736.0 4736.0 ... 32238.31 4702.0 4700.0 TA
207 TA606 20250909 4708.0 4710.0 ... 4.71 4710.0 4684.0 TA
208 TA607 20250909 4720.0 4720.0 ... 2.36 4720.0 4708.0 TA
209 TA608 20250909 4730.0 4730.0 ... 2.37 4730.0 4722.0 TA
210 UR509 20250909 1633.0 1633.0 ... 897.09 1625.0 1653.0 UR
211 UR510 20250909 1661.0 1663.0 ... 15988.70 1650.0 1669.0 UR
212 UR511 20250909 1693.0 1699.0 ... 48433.83 1681.0 1702.0 UR
213 UR512 20250909 1697.0 1699.0 ... 17355.75 1684.0 1705.0 UR
214 UR601 20250909 1699.0 1701.0 ... 614104.61 1686.0 1703.0 UR
215 UR602 20250909 1695.0 1698.0 ... 809.77 1687.0 1702.0 UR
216 UR603 20250909 1742.0 1742.0 ... 706.17 1731.0 1747.0 UR
217 UR604 20250909 1737.0 1737.0 ... 245.90 1732.0 1749.0 UR
218 UR605 20250909 1740.0 1744.0 ... 37407.45 1734.0 1745.0 UR
219 UR606 20250909 1735.0 1735.0 ... 179.90 1730.0 1740.0 UR
220 UR607 20250909 1763.0 1768.0 ... 77.43 1760.0 1769.0 UR
221 UR608 20250909 1761.0 1761.0 ... 105.17 1753.0 1765.0 UR
222 WH509 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-10 18:26:14,918 - future_1d - INFO - ak.get_czce_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 PS2509 20250909 0.0 ... 55960.0 55960.0 PS
1 PS2510 20250909 55040.0 ... 55420.0 55690.0 PS
2 PS2511 20250909 55555.0 ... 55320.0 55595.0 PS
3 PS2512 20250909 57990.0 ... 57655.0 57845.0 PS
4 PS2601 20250909 57870.0 ... 57525.0 57690.0 PS
5 PS2602 20250909 57890.0 ... 57635.0 57830.0 PS
6 PS2603 20250909 57805.0 ... 58150.0 57970.0 PS
7 PS2604 20250909 58030.0 ... 58280.0 57845.0 PS
8 PS2605 20250909 58285.0 ... 57690.0 57825.0 PS
9 PS2606 20250909 59885.0 ... 59785.0 59920.0 PS
10 PS2607 20250909 60000.0 ... 59985.0 60045.0 PS
11 PS2608 20250909 59910.0 ... 59585.0 59980.0 PS
13 SI2509 20250909 8555.0 ... 8555.0 8690.0 SI
14 SI2510 20250909 8495.0 ... 8505.0 8560.0 SI
15 SI2511 20250909 8555.0 ... 8530.0 8545.0 SI
16 SI2512 20250909 8880.0 ... 8895.0 8915.0 SI
17 SI2601 20250909 8925.0 ... 8890.0 8900.0 SI
18 SI2602 20250909 8935.0 ... 8900.0 8900.0 SI
19 SI2603 20250909 8980.0 ... 8895.0 8930.0 SI
20 SI2604 20250909 8980.0 ... 8910.0 8930.0 SI
21 SI2605 20250909 8950.0 ... 8920.0 8950.0 SI
22 SI2606 20250909 8980.0 ... 8855.0 8940.0 SI
23 SI2607 20250909 9000.0 ... 8925.0 8965.0 SI
24 SI2608 20250909 9000.0 ... 8965.0 8930.0 SI
27 LC2509 20250909 75000.0 ... 74260.0 74200.0 LC
28 LC2510 20250909 76600.0 ... 74500.0 74460.0 LC
29 LC2511 20250909 74740.0 ... 74340.0 74860.0 LC
30 LC2512 20250909 74600.0 ... 74120.0 74840.0 LC
31 LC2601 20250909 74500.0 ... 74380.0 74860.0 LC
32 LC2602 20250909 74520.0 ... 74040.0 74560.0 LC
33 LC2603 20250909 74480.0 ... 74200.0 74480.0 LC
34 LC2604 20250909 74600.0 ... 74720.0 74600.0 LC
35 LC2605 20250909 74820.0 ... 74740.0 74820.0 LC
36 LC2606 20250909 74540.0 ... 74720.0 74760.0 LC
37 LC2607 20250909 74600.0 ... 74520.0 74640.0 LC
38 LC2608 20250909 74360.0 ... 74580.0 74960.0 LC
[36 rows x 12 columns]
2025-09-10 18:26:15,042 - future_1d - INFO - ak.get_gfex_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 SC2510 20250909 490.5 ... 483.4 476.2 SC
1 SC2511 20250909 485.9 ... 481.3 477.2 SC
2 SC2512 20250909 481.9 ... 479.6 476.7 SC
3 SC2601 20250909 479.9 ... 477.3 474.2 SC
4 SC2602 20250909 477.5 ... 476 472.6 SC
5 SC2603 20250909 475.5 ... 474.9 472.2 SC
6 SC2604 20250909 473.8 ... 473.4 470 SC
7 SC2605 20250909 472.3 ... 472.7 469.8 SC
8 SC2606 20250909 469.7 ... 471.4 469.2 SC
9 SC2607 20250909 468.1 ... 467.9 466.6 SC
10 SC2608 20250909 468.7 ... 467.4 463.1 SC
11 SC2609 20250909 465 ... 466 463.7 SC
12 SC2612 20250909 464.8 ... 464.8 459.9 SC
13 SC2703 20250909 462 ... 462.1 466.8 SC
14 SC2706 20250909 459 ... 459.3 457.5 SC
15 SC2709 20250909 462.9 ... 460.6 461.1 SC
16 SC2712 20250909 466.1 ... 461.7 464.6 SC
17 SC2803 20250909 463.4 ... 460.8 459.2 SC
18 SC2806 20250909 460.2 ... 458.5 457.3 SC
19 SC2809 20250909 459.4 ... 458.1 459 SC
21 LU2510 20250909 3355 ... 3345 3339 LU
22 LU2511 20250909 3402 ... 3367 3362 LU
23 LU2512 20250909 3394 ... 3365 3355 LU
24 LU2601 20250909 3376 ... 3358 3345 LU
25 LU2602 20250909 3365 ... 3340 3345 LU
26 LU2603 20250909 3338 ... 3336 3325 LU
27 LU2604 20250909 3322 ... 3334 3308 LU
28 LU2605 20250909 3317 ... 3325 3328 LU
29 LU2606 20250909 3313 ... 3313 3309 LU
30 LU2607 20250909 3333 ... 3320 3308 LU
31 LU2608 20250909 3342 ... 3329 3319 LU
32 LU2609 20250909 3325 ... 3316 3317 LU
34 NR2509 20250909 12770 ... 12705 12890 NR
35 NR2510 20250909 12980 ... 12800 12975 NR
36 NR2511 20250909 13040 ... 12840 13030 NR
37 NR2512 20250909 13085 ... 12870 13065 NR
38 NR2601 20250909 13110 ... 12920 13090 NR
39 NR2602 20250909 13095 ... 12905 13100 NR
40 NR2603 20250909 13025 ... 12885 13055 NR
41 NR2604 20250909 13015 ... 12895 13045 NR
42 NR2605 20250909 13000 ... 12935 13050 NR
43 NR2606 20250909 ... 13000 13085 NR
44 NR2607 20250909 ... 13060 13095 NR
45 NR2608 20250909 ... 12865 13100 NR
47 BC2509 20250909 70590 ... 70500 70330 BC
48 BC2510 20250909 70890 ... 70810 70780 BC
49 BC2511 20250909 70720 ... 70780 70810 BC
50 BC2512 20250909 ... 70790 70790 BC
51 BC2601 20250909 ... 70880 70810 BC
52 BC2602 20250909 ... 70900 70900 BC
53 BC2603 20250909 ... 70880 70820 BC
54 BC2604 20250909 ... 71200 71200 BC
55 BC2605 20250909 ... 71170 71170 BC
56 BC2606 20250909 ... 70700 70700 BC
57 BC2607 20250909 ... 70900 70900 BC
58 BC2608 20250909 ... 70800 70800 BC
60 EC2510 20250909 1280 ... 1272.8 1281.1 EC
61 EC2512 20250909 1649 ... 1674.4 1666.1 EC
62 EC2602 20250909 1515 ... 1521.8 1512.9 EC
63 EC2604 20250909 1235.6 ... 1249.5 1246 EC
64 EC2606 20250909 1423.4 ... 1429.9 1433.1 EC
65 EC2608 20250909 1596.4 ... 1606.3 1603.9 EC
68 SC_TAS2510 20250909 ... SC_TAS
69 SC_TAS2511 20250909 ... SC_TAS
70 SC_TAS2512 20250909 ... SC_TAS
71 SC_TAS2601 20250909 ... SC_TAS
[66 rows x 12 columns]
2025-09-10 18:26:15,193 - future_1d - INFO - ak.get_ine_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 IC2509 20250909 6904.000 ... 6866.800 6925.600 IC
1 IC2510 20250909 6814.600 ... 6808.000 6870.600 IC
2 IC2512 20250909 6730.000 ... 6692.000 6761.600 IC
3 IC2603 20250909 6599.800 ... 6546.400 6615.600 IC
4 IF2509 20250909 4438.000 ... 4420.800 4457.000 IF
5 IF2510 20250909 4434.800 ... 4412.800 4449.400 IF
6 IF2512 20250909 4415.800 ... 4393.200 4429.600 IF
7 IF2603 20250909 4397.800 ... 4373.600 4411.000 IF
8 IH2509 20250909 2930.400 ... 2922.000 2938.600 IH
9 IH2510 20250909 2930.400 ... 2921.600 2938.400 IH
10 IH2512 20250909 2934.000 ... 2921.800 2938.800 IH
11 IH2603 20250909 2932.800 ... 2923.200 2941.800 IH
12 IM2509 20250909 7215.000 ... 7153.400 7248.000 IM
13 IM2510 20250909 7135.600 ... 7092.400 7189.200 IM
14 IM2512 20250909 7020.000 ... 6948.800 7053.200 IM
15 IM2603 20250909 6850.000 ... 6769.800 6873.200 IM
16 T2509 20250909 NaN ... 107.920 107.980 T
17 T2512 20250909 107.835 ... 107.785 107.845 T
18 T2603 20250909 107.540 ... 107.525 107.570 T
19 TF2509 20250909 105.625 ... 105.655 105.670 TF
20 TF2512 20250909 105.580 ... 105.580 105.580 TF
21 TF2603 20250909 105.485 ... 105.495 105.495 TF
22 TL2509 20250909 116.490 ... 116.310 116.400 TL
23 TL2512 20250909 116.050 ... 115.760 115.980 TL
24 TL2603 20250909 115.700 ... 115.390 115.640 TL
25 TS2509 20250909 NaN ... 102.346 102.356 TS
26 TS2512 20250909 102.386 ... 102.390 102.400 TS
27 TS2603 20250909 102.338 ... 102.324 102.350 TS
[28 rows x 12 columns]
2025-09-10 18:26:15,364 - future_1d - INFO - ak.get_cffex_daily('2025-09-09') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250909 ... 79760 79710 CU
1 1 CU2510 20250909 ... 79710 79730 CU
2 2 CU2511 20250909 ... 79670 79690 CU
3 3 CU2512 20250909 ... 79640 79660 CU
4 4 CU2601 20250909 ... 79600 79620 CU
5 5 CU2602 20250909 ... 79620 79620 CU
6 6 CU2603 20250909 ... 79630 79620 CU
7 7 CU2604 20250909 ... 79700 79640 CU
8 8 CU2605 20250909 ... 79690 79680 CU
9 9 CU2606 20250909 ... 79690 79640 CU
10 10 CU2607 20250909 ... 79700 79680 CU
11 11 CU2608 20250909 ... 79740 79710 CU
12 12 BC2509 20250909 ... 70500 70330 BC
13 13 BC2510 20250909 ... 70810 70780 BC
14 14 BC2511 20250909 ... 70780 70810 BC
15 15 BC2512 20250909 ... 70790 70790 BC
16 16 BC2601 20250909 ... 70880 70810 BC
17 17 BC2602 20250909 ... 70900 70900 BC
18 18 BC2603 20250909 ... 70880 70820 BC
19 19 BC2604 20250909 ... 71200 71200 BC
20 20 BC2605 20250909 ... 71170 71170 BC
21 21 BC2606 20250909 ... 70700 70700 BC
22 22 BC2607 20250909 ... 70900 70900 BC
23 23 BC2608 20250909 ... 70800 70800 BC
24 24 AL2509 20250909 ... 20745 20690 AL
25 25 AL2510 20250909 ... 20750 20710 AL
26 26 AL2511 20250909 ... 20730 20695 AL
27 27 AL2512 20250909 ... 20715 20670 AL
28 28 AL2601 20250909 ... 20695 20655 AL
29 29 AL2602 20250909 ... 20695 20650 AL
30 30 AL2603 20250909 ... 20720 20685 AL
31 31 AL2604 20250909 ... 20740 20700 AL
32 32 AL2605 20250909 ... 20755 20750 AL
33 33 AL2606 20250909 ... 20765 20735 AL
34 34 AL2607 20250909 ... 20775 20755 AL
35 35 AL2608 20250909 ... 20775 20755 AL
36 36 ZN2509 20250909 ... 22155 22185 ZN
37 37 ZN2510 20250909 ... 22200 22245 ZN
38 38 ZN2511 20250909 ... 22205 22235 ZN
39 39 ZN2512 20250909 ... 22210 22240 ZN
40 40 ZN2601 20250909 ... 22215 22250 ZN
41 41 ZN2602 20250909 ... 22215 22235 ZN
42 42 ZN2603 20250909 ... 22230 22275 ZN
43 43 ZN2604 20250909 ... 22245 22270 ZN
44 44 ZN2605 20250909 ... 22270 22285 ZN
45 45 ZN2606 20250909 ... 22280 22310 ZN
46 46 ZN2607 20250909 ... 22250 22340 ZN
47 47 ZN2608 20250909 ... 22310 22315 ZN
48 48 PB2509 20250909 ... 16850 16835 PB
49 49 PB2510 20250909 ... 16915 16890 PB
50 50 PB2511 20250909 ... 16915 16890 PB
51 51 PB2512 20250909 ... 16920 16905 PB
52 52 PB2601 20250909 ... 16925 16915 PB
53 53 PB2602 20250909 ... 16945 16925 PB
54 54 PB2603 20250909 ... 16970 16960 PB
55 55 PB2604 20250909 ... 16990 16995 PB
56 56 PB2605 20250909 ... 17000 16995 PB
57 57 PB2606 20250909 ... 17030 17015 PB
58 58 PB2607 20250909 ... 17020 17020 PB
59 59 PB2608 20250909 ... 17060 17060 PB
60 60 NI2509 20250909 ... 120640 121240 NI
61 61 NI2510 20250909 ... 120940 121510 NI
62 62 NI2511 20250909 ... 121110 121660 NI
63 63 NI2512 20250909 ... 121320 121870 NI
64 64 NI2601 20250909 ... 121610 122130 NI
65 65 NI2602 20250909 ... 121760 122430 NI
66 66 NI2603 20250909 ... 122100 122760 NI
67 67 NI2604 20250909 ... 122290 122950 NI
68 68 NI2605 20250909 ... 122440 122930 NI
69 69 NI2606 20250909 ... 122750 123420 NI
70 70 NI2607 20250909 ... 122990 123570 NI
71 71 NI2608 20250909 ... 123060 123860 NI
72 72 SN2509 20250909 ... 269640 270130 SN
73 73 SN2510 20250909 ... 269790 271110 SN
74 74 SN2511 20250909 ... 270010 271190 SN
75 75 SN2512 20250909 ... 270020 270980 SN
76 76 SN2601 20250909 ... 269950 270710 SN
77 77 SN2602 20250909 ... 269870 271430 SN
78 78 SN2603 20250909 ... 270180 271600 SN
79 79 SN2604 20250909 ... 270260 270450 SN
80 80 SN2605 20250909 ... 270760 271370 SN
81 81 SN2606 20250909 ... 270710 273640 SN
82 82 SN2607 20250909 ... 270170 272320 SN
83 83 SN2608 20250909 ... 271420 272080 SN
84 84 AO2509 20250909 ... 2908 2917 AO
85 85 AO2510 20250909 ... 2919 2945 AO
86 86 AO2511 20250909 ... 2927 2955 AO
87 87 AO2512 20250909 ... 2935 2959 AO
88 88 AO2601 20250909 ... 2944 2965 AO
89 89 AO2602 20250909 ... 2948 2968 AO
90 90 AO2603 20250909 ... 3011 3028 AO
91 91 AO2604 20250909 ... 3021 3036 AO
92 92 AO2605 20250909 ... 3031 3049 AO
93 93 AO2606 20250909 ... 3037 3065 AO
94 94 AO2607 20250909 ... 3055 3075 AO
95 95 AO2608 20250909 ... 3070 3088 AO
96 96 AD2511 20250909 ... 20320 20305 AD
97 97 AD2512 20250909 ... 20335 20325 AD
98 98 AD2601 20250909 ... 20325 20285 AD
99 99 AD2602 20250909 ... 20280 20280 AD
100 100 AD2603 20250909 ... 20295 20295 AD
101 101 AD2604 20250909 ... 20240 20240 AD
102 102 AD2605 20250909 ... 20210 20210 AD
103 103 AD2606 20250909 ... 20155 20155 AD
104 104 AD2607 20250909 ... 20150 20150 AD
105 105 AD2608 20250909 ... 20170 20170 AD
106 106 AU2509 20250909 ... 831.12 819.72 AU
107 107 AU2510 20250909 ... 831.68 821.36 AU
108 108 AU2511 20250909 ... 832.74 822.48 AU
109 109 AU2512 20250909 ... 834.4 823.34 AU
110 110 AU2602 20250909 ... 836.64 825.52 AU
111 111 AU2604 20250909 ... 838.66 827.56 AU
112 112 AU2606 20250909 ... 841.12 829.82 AU
113 113 AU2608 20250909 ... 842.94 832.16 AU
114 114 AG2509 20250909 ... 9844 9778 AG
115 115 AG2510 20250909 ... 9867 9809 AG
116 116 AG2511 20250909 ... 9877 9826 AG
117 117 AG2512 20250909 ... 9889 9831 AG
118 118 AG2601 20250909 ... 9899 9845 AG
119 119 AG2602 20250909 ... 9908 9853 AG
120 120 AG2603 20250909 ... 9925 9874 AG
121 121 AG2604 20250909 ... 9934 9880 AG
122 122 AG2605 20250909 ... 9949 9895 AG
123 123 AG2606 20250909 ... 9962 9916 AG
124 124 AG2607 20250909 ... 9980 9932 AG
125 125 AG2608 20250909 ... 9993 9935 AG
126 126 RB2509 20250909 ... 2951 2949 RB
127 127 RB2510 20250909 ... 3043 3035 RB
128 128 RB2511 20250909 ... 3061 3054 RB
129 129 RB2512 20250909 ... 3107 3097 RB
130 130 RB2601 20250909 ... 3132 3123 RB
131 131 RB2602 20250909 ... 3125 3126 RB
132 132 RB2603 20250909 ... 3143 3140 RB
133 133 RB2604 20250909 ... 3164 3158 RB
134 134 RB2605 20250909 ... 3177 3170 RB
135 135 RB2606 20250909 ... 3190 3188 RB
136 136 RB2607 20250909 ... 3214 3203 RB
137 137 RB2608 20250909 ... 3218 3219 RB
138 138 WR2509 20250909 ... 3342 3342 WR
139 139 WR2510 20250909 ... 3287 3283 WR
140 140 WR2511 20250909 ... 3320 3365 WR
141 141 WR2512 20250909 ... 3349 3349 WR
142 142 WR2601 20250909 ... 3352 3376 WR
143 143 WR2602 20250909 ... 3337 3337 WR
144 144 WR2603 20250909 ... 3338 3435 WR
145 145 WR2604 20250909 ... 3400 3400 WR
146 146 WR2605 20250909 ... 3414 3429 WR
147 147 WR2606 20250909 ... 3375 3375 WR
148 148 WR2607 20250909 ... 3432 3387 WR
149 149 WR2608 20250909 ... 3414 3414 WR
150 150 HC2509 20250909 ... 3396 3396 HC
151 151 HC2510 20250909 ... 3384 3365 HC
152 152 HC2511 20250909 ... 3373 3354 HC
153 153 HC2512 20250909 ... 3366 3344 HC
154 154 HC2601 20250909 ... 3355 3335 HC
155 155 HC2602 20250909 ... 3353 3337 HC
156 156 HC2603 20250909 ... 3357 3339 HC
157 157 HC2604 20250909 ... 3359 3341 HC
158 158 HC2605 20250909 ... 3361 3345 HC
159 159 HC2606 20250909 ... 3366 3353 HC
160 160 HC2607 20250909 ... 3368 3347 HC
161 161 HC2608 20250909 ... 3371 3350 HC
162 162 SS2509 20250909 ... 12800 12730 SS
163 163 SS2510 20250909 ... 12850 12830 SS
164 164 SS2511 20250909 ... 12930 12895 SS
165 165 SS2512 20250909 ... 12975 12935 SS
166 166 SS2601 20250909 ... 13025 12995 SS
167 167 SS2602 20250909 ... 13065 13035 SS
168 168 SS2603 20250909 ... 13175 13115 SS
169 169 SS2604 20250909 ... 13190 13185 SS
170 170 SS2605 20250909 ... 13295 13250 SS
171 171 SS2606 20250909 ... 13330 13285 SS
172 172 SS2607 20250909 ... 13405 13350 SS
173 173 SS2608 20250909 ... 13445 13395 SS
174 174 SC2510 20250909 ... 483.4 476.2 SC
175 175 SC2511 20250909 ... 481.3 477.2 SC
176 176 SC2512 20250909 ... 479.6 476.7 SC
177 177 SC2601 20250909 ... 477.3 474.2 SC
178 178 SC2602 20250909 ... 476 472.6 SC
179 179 SC2603 20250909 ... 474.9 472.2 SC
180 180 SC2604 20250909 ... 473.4 470 SC
181 181 SC2605 20250909 ... 472.7 469.8 SC
182 182 SC2606 20250909 ... 471.4 469.2 SC
183 183 SC2607 20250909 ... 467.9 466.6 SC
184 184 SC2608 20250909 ... 467.4 463.1 SC
185 185 SC2609 20250909 ... 466 463.7 SC
186 186 SC2612 20250909 ... 464.8 459.9 SC
187 187 SC2703 20250909 ... 462.1 466.8 SC
188 188 SC2706 20250909 ... 459.3 457.5 SC
189 189 SC2709 20250909 ... 460.6 461.1 SC
190 190 SC2712 20250909 ... 461.7 464.6 SC
191 191 SC2803 20250909 ... 460.8 459.2 SC
192 192 SC2806 20250909 ... 458.5 457.3 SC
193 193 SC2809 20250909 ... 458.1 459 SC
194 194 LU2510 20250909 ... 3345 3339 LU
195 195 LU2511 20250909 ... 3367 3362 LU
196 196 LU2512 20250909 ... 3365 3355 LU
197 197 LU2601 20250909 ... 3358 3345 LU
198 198 LU2602 20250909 ... 3340 3345 LU
199 199 LU2603 20250909 ... 3336 3325 LU
200 200 LU2604 20250909 ... 3334 3308 LU
201 201 LU2605 20250909 ... 3325 3328 LU
202 202 LU2606 20250909 ... 3313 3309 LU
203 203 LU2607 20250909 ... 3320 3308 LU
204 204 LU2608 20250909 ... 3329 3319 LU
205 205 LU2609 20250909 ... 3316 3317 LU
206 206 FU2510 20250909 ... 2787 2781 FU
207 207 FU2511 20250909 ... 2787 2772 FU
208 208 FU2512 20250909 ... 2768 2748 FU
209 209 FU2601 20250909 ... 2756 2735 FU
210 210 FU2602 20250909 ... 2740 2719 FU
211 211 FU2603 20250909 ... 2727 2704 FU
212 212 FU2604 20250909 ... 2725 2708 FU
213 213 FU2605 20250909 ... 2716 2691 FU
214 214 FU2606 20250909 ... 2711 2688 FU
215 215 FU2607 20250909 ... 2700 2682 FU
216 216 FU2608 20250909 ... 2693 2677 FU
217 217 FU2609 20250909 ... 2674 2657 FU
218 218 BU2509 20250909 ... 3448 3448 BU
219 219 BU2510 20250909 ... 3444 3443 BU
220 220 BU2511 20250909 ... 3420 3417 BU
221 221 BU2512 20250909 ... 3374 3371 BU
222 222 BU2601 20250909 ... 3348 3345 BU
223 223 BU2602 20250909 ... 3348 3348 BU
224 224 BU2603 20250909 ... 3352 3347 BU
225 225 BU2604 20250909 ... 3348 3332 BU
226 226 BU2605 20250909 ... 3351 3353 BU
227 227 BU2606 20250909 ... 3344 3343 BU
228 228 BU2607 20250909 ... 3341 3341 BU
229 229 BU2608 20250909 ... 3340 3316 BU
230 230 BU2609 20250909 ... 3329 3324 BU
231 231 BU2612 20250909 ... 3293 3286 BU
232 232 BU2703 20250909 ... 3293 3293 BU
233 233 BU2706 20250909 ... 3302 3294 BU
234 234 BR2509 20250909 ... 11930 12090 BR
235 235 BR2510 20250909 ... 11820 12025 BR
236 236 BR2511 20250909 ... 11795 12010 BR
237 237 BR2512 20250909 ... 11785 11970 BR
238 238 BR2601 20250909 ... 11775 11975 BR
239 239 BR2602 20250909 ... 11895 11990 BR
240 240 BR2603 20250909 ... 11725 12000 BR
241 241 BR2604 20250909 ... 11670 12055 BR
242 242 BR2605 20250909 ... 11880 12055 BR
243 243 BR2606 20250909 ... 11815 12015 BR
244 244 BR2607 20250909 ... 12000 12165 BR
245 245 BR2608 20250909 ... 11915 12205 BR
246 246 RU2509 20250909 ... 15180 15310 RU
247 247 RU2510 20250909 ... 15170 15325 RU
248 248 RU2511 20250909 ... 15100 15260 RU
249 249 RU2601 20250909 ... 16090 16245 RU
250 250 RU2603 20250909 ... 16045 16250 RU
251 251 RU2604 20250909 ... 16065 16255 RU
252 252 RU2605 20250909 ... 16125 16280 RU
253 253 RU2606 20250909 ... 16115 16310 RU
254 254 RU2607 20250909 ... 16180 16340 RU
255 255 RU2608 20250909 ... 16205 16380 RU
256 256 NR2509 20250909 ... 12705 12890 NR
257 257 NR2510 20250909 ... 12800 12975 NR
258 258 NR2511 20250909 ... 12840 13030 NR
259 259 NR2512 20250909 ... 12870 13065 NR
260 260 NR2601 20250909 ... 12920 13090 NR
261 261 NR2602 20250909 ... 12905 13100 NR
262 262 NR2603 20250909 ... 12885 13055 NR
263 263 NR2604 20250909 ... 12895 13045 NR
264 264 NR2605 20250909 ... 12935 13050 NR
265 265 NR2606 20250909 ... 13000 13085 NR
266 266 NR2607 20250909 ... 13060 13095 NR
267 267 NR2608 20250909 ... 12865 13100 NR
268 268 SP2509 20250909 ... 4954 4956 SP
269 269 SP2510 20250909 ... 4960 4988 SP
270 270 SP2511 20250909 ... 4994 5016 SP
271 271 SP2512 20250909 ... 5008 5028 SP
272 272 SP2601 20250909 ... 5270 5284 SP
273 273 SP2602 20250909 ... 5254 5260 SP
274 274 SP2603 20250909 ... 5266 5274 SP
275 275 SP2604 20250909 ... 5284 5274 SP
276 276 SP2605 20250909 ... 5282 5294 SP
277 277 SP2606 20250909 ... 5290 5300 SP
278 278 SP2607 20250909 ... 5292 5294 SP
279 279 SP2608 20250909 ... 5296 5304 SP
280 280 EC2510 20250909 ... 1272.8 1281.1 EC
281 281 EC2512 20250909 ... 1674.4 1666.1 EC
282 282 EC2602 20250909 ... 1521.8 1512.9 EC
283 283 EC2604 20250909 ... 1249.5 1246 EC
284 284 EC2606 20250909 ... 1429.9 1433.1 EC
285 285 EC2608 20250909 ... 1606.3 1603.9 EC
286 286 SC_TAS2510 20250909 ... SC_TAS
287 287 SC_TAS2511 20250909 ... SC_TAS
288 288 SC_TAS2512 20250909 ... SC_TAS
289 289 SC_TAS2601 20250909 ... SC_TAS
[290 rows x 13 columns]
2025-09-10 18:26:15,463 - future_1d - INFO - ak.get_shfe_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 a2509 20250909 0.00 ... 4067.00 4067.00 A
1 a2511 20250909 3973.00 ... 3971.00 3973.00 A
2 a2601 20250909 3976.00 ... 3970.00 3973.00 A
3 a2603 20250909 3976.00 ... 3971.00 3974.00 A
4 a2605 20250909 4028.00 ... 4016.00 4019.00 A
5 a2607 20250909 4023.00 ... 4018.00 4023.00 A
6 b2509 20250909 0.00 ... 3681.00 3681.00 B
7 b2510 20250909 3713.00 ... 3720.00 3730.00 B
8 b2511 20250909 3764.00 ... 3755.00 3765.00 B
9 b2512 20250909 3788.00 ... 3786.00 3790.00 B
10 b2601 20250909 3784.00 ... 3785.00 3784.00 B
11 b2602 20250909 3768.00 ... 3766.00 3768.00 B
12 b2603 20250909 3720.00 ... 3712.00 3714.00 B
13 b2604 20250909 3604.00 ... 3597.00 3600.00 B
14 b2605 20250909 3525.00 ... 3521.00 3526.00 B
15 b2606 20250909 3498.00 ... 3497.00 3500.00 B
16 b2607 20250909 3504.00 ... 3499.00 3506.00 B
17 b2608 20250909 3597.00 ... 3597.00 3597.00 B
18 bb2509 20250909 0.00 ... 136.00 136.00 BB
19 bb2511 20250909 142.00 ... 142.15 141.20 BB
20 bb2601 20250909 146.50 ... 146.90 146.90 BB
21 bb2603 20250909 146.65 ... 147.15 146.35 BB
22 bb2605 20250909 0.00 ... 141.45 140.70 BB
23 bb2607 20250909 0.00 ... 146.25 145.50 BB
24 bz2603 20250909 6011.00 ... 5998.00 6013.00 BZ
25 bz2604 20250909 5984.00 ... 5979.00 5998.00 BZ
26 bz2605 20250909 6012.00 ... 6012.00 6012.00 BZ
27 bz2606 20250909 6001.00 ... 6002.00 5991.00 BZ
28 bz2607 20250909 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250909 6005.00 ... 6005.00 5951.00 BZ
30 c2509 20250909 2285.00 ... 2285.00 2285.00 C
31 c2511 20250909 2231.00 ... 2215.00 2226.00 C
32 c2601 20250909 2211.00 ... 2191.00 2203.00 C
33 c2603 20250909 2214.00 ... 2204.00 2212.00 C
34 c2605 20250909 2268.00 ... 2258.00 2266.00 C
35 c2607 20250909 2275.00 ... 2266.00 2274.00 C
36 cs2509 20250909 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250909 2528.00 ... 2513.00 2523.00 CS
38 cs2601 20250909 2542.00 ... 2532.00 2540.00 CS
39 cs2603 20250909 2549.00 ... 2538.00 2547.00 CS
40 cs2605 20250909 2621.00 ... 2614.00 2617.00 CS
41 cs2607 20250909 2622.00 ... 2615.00 2620.00 CS
42 eb2509 20250909 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250909 7090.00 ... 7047.00 7062.00 EB
44 eb2511 20250909 7100.00 ... 7058.00 7072.00 EB
45 eb2512 20250909 7100.00 ... 7065.00 7080.00 EB
46 eb2601 20250909 7130.00 ... 7093.00 7108.00 EB
47 eb2602 20250909 7149.00 ... 7123.00 7136.00 EB
48 eb2603 20250909 7180.00 ... 7156.00 7167.00 EB
49 eb2604 20250909 0.00 ... 7193.00 7193.00 EB
50 eb2605 20250909 7229.00 ... 7194.00 7207.00 EB
51 eb2606 20250909 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250909 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250909 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250909 4373.00 ... 4361.00 4386.00 EG
55 eg2510 20250909 4375.00 ... 4351.00 4383.00 EG
56 eg2511 20250909 4361.00 ... 4328.00 4372.00 EG
57 eg2512 20250909 4344.00 ... 4325.00 4354.00 EG
58 eg2601 20250909 4342.00 ... 4319.00 4344.00 EG
59 eg2602 20250909 4347.00 ... 4325.00 4357.00 EG
60 eg2603 20250909 4329.00 ... 4323.00 4349.00 EG
61 eg2604 20250909 4348.00 ... 4348.00 4372.00 EG
62 eg2605 20250909 4363.00 ... 4348.00 4372.00 EG
63 eg2606 20250909 4357.00 ... 4355.00 4371.00 EG
64 eg2607 20250909 4358.00 ... 4358.00 4384.00 EG
65 eg2608 20250909 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250909 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250909 1274.50 ... 1273.00 1274.50 FB
68 fb2511 20250909 1262.00 ... 1258.00 1258.50 FB
69 fb2512 20250909 1257.00 ... 1254.50 1257.50 FB
70 fb2601 20250909 1246.50 ... 1245.00 1249.50 FB
71 fb2602 20250909 1238.00 ... 1238.00 1241.50 FB
72 fb2603 20250909 1244.00 ... 1246.00 1245.00 FB
73 fb2604 20250909 0.00 ... 1255.00 1255.00 FB
74 fb2605 20250909 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250909 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250909 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250909 1300.00 ... 1296.00 1291.50 FB
78 i2509 20250909 839.00 ... 847.50 835.00 I
79 i2510 20250909 816.50 ... 823.50 810.50 I
80 i2511 20250909 810.00 ... 818.00 805.00 I
81 i2512 20250909 803.00 ... 811.50 798.50 I
82 i2601 20250909 792.00 ... 803.00 789.00 I
83 i2602 20250909 786.50 ... 798.00 783.00 I
84 i2603 20250909 782.00 ... 791.00 778.00 I
85 i2604 20250909 777.00 ... 788.00 773.50 I
86 i2605 20250909 768.50 ... 779.00 764.50 I
87 i2606 20250909 762.50 ... 772.00 759.50 I
88 i2607 20250909 758.50 ... 767.50 754.50 I
89 i2608 20250909 754.00 ... 762.50 750.50 I
90 j2509 20250909 0.00 ... 1512.50 1512.50 J
91 j2510 20250909 1510.00 ... 1514.00 1526.50 J
92 j2511 20250909 1543.50 ... 1546.50 1555.00 J
93 j2512 20250909 1583.00 ... 1584.50 1593.50 J
94 j2601 20250909 1620.00 ... 1615.50 1617.00 J
95 j2602 20250909 1642.00 ... 1645.50 1631.50 J
96 j2603 20250909 1660.00 ... 1660.00 1659.50 J
97 j2604 20250909 1722.00 ... 1720.50 1716.00 J
98 j2605 20250909 1747.50 ... 1744.00 1733.50 J
99 j2606 20250909 1765.50 ... 1761.00 1719.00 J
100 j2607 20250909 1768.50 ... 1768.50 1738.50 J
101 j2608 20250909 1762.50 ... 1770.00 1710.50 J
102 jd2509 20250909 3051.00 ... 3050.00 3072.00 JD
103 jd2510 20250909 2995.00 ... 3032.00 3004.00 JD
104 jd2511 20250909 3022.00 ... 3066.00 3027.00 JD
105 jd2512 20250909 3185.00 ... 3223.00 3199.00 JD
106 jd2601 20250909 3400.00 ... 3406.00 3384.00 JD
107 jd2602 20250909 3125.00 ... 3138.00 3125.00 JD
108 jd2603 20250909 3135.00 ... 3150.00 3138.00 JD
109 jd2604 20250909 3330.00 ... 3343.00 3326.00 JD
110 jd2605 20250909 3465.00 ... 3480.00 3461.00 JD
111 jd2606 20250909 3278.00 ... 3287.00 3280.00 JD
112 jd2607 20250909 3500.00 ... 3510.00 3503.00 JD
113 jd2608 20250909 3910.00 ... 3918.00 3911.00 JD
114 jm2509 20250909 950.00 ... 950.50 929.50 JM
115 jm2510 20250909 966.00 ... 963.00 969.50 JM
116 jm2511 20250909 1035.00 ... 1022.00 1028.00 JM
117 jm2512 20250909 1087.00 ... 1082.50 1086.50 JM
118 jm2601 20250909 1143.00 ... 1139.00 1142.50 JM
119 jm2602 20250909 1160.50 ... 1165.00 1165.50 JM
120 jm2603 20250909 1186.50 ... 1188.50 1188.50 JM
121 jm2604 20250909 1212.00 ... 1209.50 1208.00 JM
122 jm2605 20250909 1224.00 ... 1226.00 1223.50 JM
123 jm2606 20250909 1234.00 ... 1241.00 1240.50 JM
124 jm2607 20250909 1250.50 ... 1251.50 1251.00 JM
125 jm2608 20250909 1254.50 ... 1259.50 1260.50 JM
126 l2509 20250909 7217.00 ... 7140.00 7152.00 L
127 l2510 20250909 7247.00 ... 7203.00 7211.00 L
128 l2511 20250909 7227.00 ... 7212.00 7223.00 L
129 l2512 20250909 7252.00 ... 7221.00 7230.00 L
130 l2601 20250909 7248.00 ... 7228.00 7229.00 L
131 l2602 20250909 7239.00 ... 7219.00 7220.00 L
132 l2603 20250909 7216.00 ... 7217.00 7221.00 L
133 l2604 20250909 7275.00 ... 7246.00 7260.00 L
134 l2605 20250909 7259.00 ... 7239.00 7234.00 L
135 l2606 20250909 7228.00 ... 7228.00 7238.00 L
136 l2607 20250909 7267.00 ... 7251.00 7251.00 L
137 l2608 20250909 7285.00 ... 7269.00 7274.00 L
138 lg2509 20250909 780.00 ... 776.50 776.00 LG
139 lg2511 20250909 806.00 ... 805.50 807.00 LG
140 lg2601 20250909 825.00 ... 819.50 821.50 LG
141 lg2603 20250909 829.50 ... 826.00 827.50 LG
142 lg2605 20250909 833.50 ... 830.50 832.00 LG
143 lg2607 20250909 833.50 ... 833.00 833.00 LG
144 lh2509 20250909 13045.00 ... 13140.00 13100.00 LH
145 lh2511 20250909 13290.00 ... 13230.00 13305.00 LH
146 lh2601 20250909 13745.00 ... 13690.00 13800.00 LH
147 lh2603 20250909 13090.00 ... 12990.00 13090.00 LH
148 lh2605 20250909 13555.00 ... 13480.00 13585.00 LH
149 lh2607 20250909 14165.00 ... 14155.00 14190.00 LH
150 m2509 20250909 0.00 ... 3031.00 3031.00 M
151 m2511 20250909 3050.00 ... 3042.00 3051.00 M
152 m2512 20250909 3091.00 ... 3090.00 3091.00 M
153 m2601 20250909 3080.00 ... 3076.00 3079.00 M
154 m2603 20250909 3008.00 ... 2999.00 3007.00 M
155 m2605 20250909 2810.00 ... 2802.00 2811.00 M
156 m2607 20250909 2785.00 ... 2781.00 2792.00 M
157 m2608 20250909 2914.00 ... 2909.00 2918.00 M
158 p2509 20250909 9390.00 ... 9478.00 9320.00 P
159 p2510 20250909 9458.00 ... 9436.00 9422.00 P
160 p2511 20250909 9452.00 ... 9434.00 9414.00 P
161 p2512 20250909 9470.00 ... 9458.00 9434.00 P
162 p2601 20250909 9474.00 ... 9470.00 9438.00 P
163 p2602 20250909 9400.00 ... 9410.00 9400.00 P
164 p2603 20250909 9386.00 ... 9394.00 9386.00 P
165 p2604 20250909 9300.00 ... 9326.00 9284.00 P
166 p2605 20250909 9250.00 ... 9246.00 9218.00 P
167 p2606 20250909 9172.00 ... 9156.00 9122.00 P
168 p2607 20250909 9066.00 ... 9052.00 9038.00 P
169 p2608 20250909 8992.00 ... 8966.00 8956.00 P
170 pg2509 20250909 3730.00 ... 3706.00 3725.00 PG
171 pg2510 20250909 4440.00 ... 4413.00 4389.00 PG
172 pg2511 20250909 4377.00 ... 4356.00 4322.00 PG
173 pg2512 20250909 4330.00 ... 4294.00 4260.00 PG
174 pg2601 20250909 4256.00 ... 4235.00 4195.00 PG
175 pg2602 20250909 4171.00 ... 4166.00 4110.00 PG
176 pg2603 20250909 4073.00 ... 4079.00 4032.00 PG
177 pg2604 20250909 4412.00 ... 4409.00 4384.00 PG
178 pg2605 20250909 4334.00 ... 4323.00 4291.00 PG
179 pg2606 20250909 4250.00 ... 4261.00 4245.00 PG
180 pg2607 20250909 4194.00 ... 4207.00 4181.00 PG
181 pg2608 20250909 4157.00 ... 4163.00 4138.00 PG
182 pp2509 20250909 6688.00 ... 6835.00 6907.00 PP
183 pp2510 20250909 6900.00 ... 6868.00 6881.00 PP
184 pp2511 20250909 6913.00 ... 6896.00 6910.00 PP
185 pp2512 20250909 6955.00 ... 6925.00 6935.00 PP
186 pp2601 20250909 6970.00 ... 6945.00 6950.00 PP
187 pp2602 20250909 6941.00 ... 6922.00 6930.00 PP
188 pp2603 20250909 6910.00 ... 6922.00 6919.00 PP
189 pp2604 20250909 6964.00 ... 6950.00 6946.00 PP
190 pp2605 20250909 6989.00 ... 6962.00 6967.00 PP
191 pp2606 20250909 6944.00 ... 6931.00 6941.00 PP
192 pp2607 20250909 6891.00 ... 6897.00 6919.00 PP
193 pp2608 20250909 6905.00 ... 6906.00 6918.00 PP
194 rr2509 20250909 3620.00 ... 3620.00 3585.00 RR
195 rr2510 20250909 3609.00 ... 3609.00 3611.00 RR
196 rr2511 20250909 3612.00 ... 3613.00 3613.00 RR
197 rr2512 20250909 3611.00 ... 3609.00 3610.00 RR
198 rr2601 20250909 3620.00 ... 3620.00 3623.00 RR
199 rr2602 20250909 3604.00 ... 3604.00 3609.00 RR
200 rr2603 20250909 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250909 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250909 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250909 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250909 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250909 0.00 ... 3625.00 3625.00 RR
206 v2509 20250909 4727.00 ... 4710.00 4721.00 V
207 v2510 20250909 4770.00 ... 4755.00 4770.00 V
208 v2511 20250909 4811.00 ... 4787.00 4801.00 V
209 v2512 20250909 4848.00 ... 4822.00 4839.00 V
210 v2601 20250909 4890.00 ... 4864.00 4878.00 V
211 v2602 20250909 4921.00 ... 4898.00 4919.00 V
212 v2603 20250909 4956.00 ... 4931.00 4950.00 V
213 v2604 20250909 5160.00 ... 5120.00 5154.00 V
214 v2605 20250909 5192.00 ... 5173.00 5186.00 V
215 v2606 20250909 5216.00 ... 5192.00 5208.00 V
216 v2607 20250909 5248.00 ... 5241.00 5252.00 V
217 v2608 20250909 5298.00 ... 5271.00 5285.00 V
218 y2509 20250909 7916.00 ... 8286.00 8420.00 Y
219 y2511 20250909 8442.00 ... 8448.00 8432.00 Y
220 y2512 20250909 8468.00 ... 8466.00 8454.00 Y
221 y2601 20250909 8424.00 ... 8418.00 8408.00 Y
222 y2603 20250909 8362.00 ... 8336.00 8326.00 Y
223 y2605 20250909 8132.00 ... 8122.00 8110.00 Y
224 y2607 20250909 8078.00 ... 8080.00 8062.00 Y
225 y2608 20250909 8094.00 ... 8086.00 8052.00 Y
[226 rows x 12 columns]
2025-09-10 18:26:15,943 - future_1d - INFO - ak.get_dce_daily('2025-09-09') done
2025-09-10 18:26:17,712 - future_1d - INFO - save future_daily 2025-09-09 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250910 8045.0 8225.0 ... 154717.05 8163.0 8175.0 AP
1 AP511 20250910 7986.0 8066.0 ... 3743.15 8026.0 8049.0 AP
2 AP512 20250910 8021.0 8089.0 ... 394.46 8050.0 8080.0 AP
3 AP601 20250910 8045.0 8166.0 ... 627525.38 8122.0 8136.0 AP
4 AP603 20250910 8065.0 8068.0 ... 64.42 8053.0 8088.0 AP
5 AP604 20250910 8096.0 8096.0 ... 16.18 8090.0 8100.0 AP
6 AP605 20250910 8138.0 8183.0 ... 2806.33 8158.0 8177.0 AP
7 CF509 20250910 13360.0 13370.0 ... 6744.90 13345.0 13440.0 CF
8 CF511 20250910 13630.0 13700.0 ... 235096.37 13645.0 13675.0 CF
9 CF601 20250910 13835.0 13880.0 ... 1487221.55 13835.0 13880.0 CF
10 CF603 20250910 13810.0 13835.0 ... 1331.55 13800.0 13860.0 CF
11 CF605 20250910 13790.0 13840.0 ... 126412.84 13795.0 13835.0 CF
12 CF607 20250910 13820.0 13850.0 ... 642.42 13815.0 13860.0 CF
13 CJ509 20250910 0.0 0.0 ... 0.00 9945.0 9945.0 CJ
14 CJ512 20250910 10955.0 10990.0 ... 3196.60 10945.0 10985.0 CJ
15 CJ601 20250910 10975.0 11050.0 ... 382595.72 10990.0 11040.0 CJ
16 CJ603 20250910 11030.0 11090.0 ... 5296.20 11045.0 11080.0 CJ
17 CJ605 20250910 11130.0 11180.0 ... 55999.23 11125.0 11170.0 CJ
18 CJ607 20250910 11255.0 11320.0 ... 2292.93 11265.0 11315.0 CJ
19 CY509 20250910 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250910 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250910 19900.0 19935.0 ... 82984.93 19895.0 19920.0 CY
22 CY512 20250910 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250910 19890.0 19910.0 ... 884.50 19875.0 19895.0 CY
24 CY602 20250910 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250910 0.0 0.0 ... 0.00 20255.0 20260.0 CY
26 CY604 20250910 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250910 0.0 0.0 ... 0.00 20165.0 20165.0 CY
28 CY606 20250910 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250910 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250910 0.0 0.0 ... 0.00 20170.0 20220.0 CY
31 FG509 20250910 1000.0 1011.0 ... 380.32 985.0 1017.0 FG
32 FG510 20250910 1109.0 1110.0 ... 54219.70 1100.0 1118.0 FG
33 FG511 20250910 1095.0 1100.0 ... 155572.37 1089.0 1110.0 FG
34 FG512 20250910 1192.0 1200.0 ... 76529.22 1188.0 1206.0 FG
35 FG601 20250910 1186.0 1194.0 ... 5133427.02 1179.0 1199.0 FG
36 FG602 20250910 1237.0 1243.0 ... 28525.61 1232.0 1248.0 FG
37 FG603 20250910 1241.0 1245.0 ... 1165.88 1232.0 1252.0 FG
38 FG604 20250910 1286.0 1293.0 ... 910.56 1279.0 1311.0 FG
39 FG605 20250910 1286.0 1290.0 ... 92465.83 1278.0 1296.0 FG
40 FG606 20250910 1310.0 1319.0 ... 1694.19 1307.0 1324.0 FG
41 FG607 20250910 1304.0 1311.0 ... 945.18 1298.0 1317.0 FG
42 FG608 20250910 1329.0 1334.0 ... 2118.81 1319.0 1343.0 FG
43 JR509 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250910 2245.0 2265.0 ... 1873.49 2260.0 2242.0 MA
53 MA510 20250910 2302.0 2324.0 ... 20948.98 2308.0 2305.0 MA
54 MA511 20250910 2331.0 2354.0 ... 144629.53 2333.0 2331.0 MA
55 MA512 20250910 2372.0 2397.0 ... 85597.64 2375.0 2373.0 MA
56 MA601 20250910 2398.0 2422.0 ... 1298827.28 2403.0 2397.0 MA
57 MA602 20250910 2405.0 2432.0 ... 25004.62 2411.0 2410.0 MA
58 MA603 20250910 2406.0 2435.0 ... 241.68 2417.0 2410.0 MA
59 MA604 20250910 2401.0 2424.0 ... 19.23 2404.0 2407.0 MA
60 MA605 20250910 2394.0 2417.0 ... 98481.08 2398.0 2394.0 MA
61 MA606 20250910 2396.0 2420.0 ... 19.31 2413.0 2395.0 MA
62 MA607 20250910 2376.0 2398.0 ... 69.34 2391.0 2382.0 MA
63 MA608 20250910 2405.0 2410.0 ... 16.82 2403.0 2388.0 MA
64 OI509 20250910 0.0 0.0 ... 0.00 9937.0 9968.0 OI
65 OI511 20250910 9990.0 10041.0 ... 464250.87 9985.0 9999.0 OI
66 OI601 20250910 9843.0 9877.0 ... 2790624.64 9823.0 9845.0 OI
67 OI603 20250910 9670.0 9709.0 ... 3373.54 9666.0 9680.0 OI
68 OI605 20250910 9515.0 9573.0 ... 134315.56 9541.0 9530.0 OI
69 OI607 20250910 9494.0 9513.0 ... 284.38 9479.0 9480.0 OI
70 PF509 20250910 0.0 0.0 ... 0.00 6268.0 6268.0 PF
71 PF510 20250910 6370.0 6400.0 ... 32924.97 6378.0 6360.0 PF
72 PF511 20250910 6350.0 6388.0 ... 400639.59 6362.0 6340.0 PF
73 PF512 20250910 6326.0 6370.0 ... 136307.03 6344.0 6322.0 PF
74 PF601 20250910 6368.0 6408.0 ... 19811.27 6390.0 6368.0 PF
75 PF602 20250910 6382.0 6418.0 ... 42375.88 6400.0 6374.0 PF
76 PF603 20250910 6382.0 6416.0 ... 112.20 6412.0 6386.0 PF
77 PF604 20250910 6424.0 6454.0 ... 35.42 6440.0 6442.0 PF
78 PF605 20250910 6468.0 6468.0 ... 9.70 6468.0 6454.0 PF
79 PF606 20250910 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250910 0.0 0.0 ... 0.00 6498.0 6492.0 PF
81 PF608 20250910 0.0 0.0 ... 0.00 6510.0 6508.0 PF
82 PK510 20250910 7880.0 7898.0 ... 28229.56 7876.0 7926.0 PK
83 PK511 20250910 7782.0 7808.0 ... 214382.20 7792.0 7830.0 PK
84 PK512 20250910 7778.0 7828.0 ... 79885.94 7804.0 7844.0 PK
85 PK601 20250910 7826.0 7850.0 ... 29793.81 7832.0 7860.0 PK
86 PK603 20250910 7838.0 7856.0 ... 27.47 7850.0 7882.0 PK
87 PK604 20250910 7878.0 7878.0 ... 11.82 7878.0 7896.0 PK
88 PK605 20250910 7854.0 7880.0 ... 3234.27 7870.0 7884.0 PK
89 PL601 20250910 6405.0 6430.0 ... 35925.17 6413.0 6395.0 PL
90 PL602 20250910 6433.0 6457.0 ... 232.16 6449.0 6432.0 PL
91 PL603 20250910 6445.0 6445.0 ... 12.89 6445.0 6427.0 PL
92 PL604 20250910 0.0 0.0 ... 0.00 6465.0 6465.0 PL
93 PL605 20250910 6386.0 6386.0 ... 12.77 6386.0 6360.0 PL
94 PL606 20250910 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250910 6450.0 6450.0 ... 12.90 6450.0 6424.0 PL
96 PL608 20250910 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250910 0.0 0.0 ... 0.00 5788.0 5794.0 PR
104 PR510 20250910 5834.0 5864.0 ... 5671.22 5844.0 5836.0 PR
105 PR511 20250910 5834.0 5864.0 ... 281895.10 5842.0 5834.0 PR
106 PR512 20250910 5852.0 5874.0 ... 182273.87 5854.0 5842.0 PR
107 PR601 20250910 5862.0 5882.0 ... 185022.08 5860.0 5846.0 PR
108 PR602 20250910 0.0 0.0 ... 0.00 5898.0 5886.0 PR
109 PR603 20250910 0.0 0.0 ... 0.00 5898.0 5894.0 PR
110 PR604 20250910 0.0 0.0 ... 0.00 5902.0 5892.0 PR
111 PR605 20250910 0.0 0.0 ... 0.00 5916.0 5916.0 PR
112 PR606 20250910 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250910 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250910 0.0 0.0 ... 0.00 5962.0 5960.0 PR
115 PX509 20250910 0.0 0.0 ... 0.00 6768.0 6724.0 PX
116 PX510 20250910 6732.0 6812.0 ... 4612.28 6788.0 6708.0 PX
117 PX511 20250910 6718.0 6794.0 ... 520291.14 6752.0 6708.0 PX
118 PX512 20250910 6702.0 6760.0 ... 113379.51 6720.0 6690.0 PX
119 PX601 20250910 6692.0 6732.0 ... 93542.64 6702.0 6674.0 PX
120 PX602 20250910 6672.0 6716.0 ... 12859.72 6688.0 6660.0 PX
121 PX603 20250910 6662.0 6662.0 ... 3.33 6662.0 6646.0 PX
122 PX604 20250910 0.0 0.0 ... 0.00 6698.0 6696.0 PX
123 PX605 20250910 6670.0 6716.0 ... 354.68 6692.0 6676.0 PX
124 PX606 20250910 0.0 0.0 ... 0.00 6708.0 6682.0 PX
125 PX607 20250910 0.0 0.0 ... 0.00 6722.0 6674.0 PX
126 PX608 20250910 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250910 0.0 0.0 ... 0.00 2565.0 2573.0 RM
134 RM511 20250910 2556.0 2558.0 ... 11654.56 2541.0 2548.0 RM
135 RM601 20250910 2555.0 2560.0 ... 770353.73 2542.0 2539.0 RM
136 RM603 20250910 2442.0 2450.0 ... 14930.08 2432.0 2432.0 RM
137 RM605 20250910 2409.0 2431.0 ... 134388.72 2412.0 2399.0 RM
138 RM607 20250910 2390.0 2412.0 ... 16468.46 2394.0 2380.0 RM
139 RM608 20250910 2489.0 2504.0 ... 214.08 2489.0 2480.0 RM
140 RS509 20250910 0.0 0.0 ... 0.00 4852.0 4854.0 RS
141 RS511 20250910 5175.0 5177.0 ... 10.35 5176.0 5196.0 RS
142 RS607 20250910 5528.0 5588.0 ... 155.66 5559.0 5561.0 RS
143 RS608 20250910 0.0 0.0 ... 0.00 5615.0 5627.0 RS
144 SA509 20250910 1156.0 1168.0 ... 5804.57 1151.0 1167.0 SA
145 SA510 20250910 1199.0 1208.0 ... 58396.32 1199.0 1212.0 SA
146 SA511 20250910 1205.0 1218.0 ... 296847.16 1208.0 1219.0 SA
147 SA512 20250910 1265.0 1276.0 ... 153414.88 1264.0 1275.0 SA
148 SA601 20250910 1271.0 1285.0 ... 3397262.42 1271.0 1287.0 SA
149 SA602 20250910 1304.0 1315.0 ... 31964.00 1304.0 1316.0 SA
150 SA603 20250910 1309.0 1321.0 ... 4482.70 1308.0 1323.0 SA
151 SA604 20250910 1350.0 1357.0 ... 1467.59 1349.0 1360.0 SA
152 SA605 20250910 1349.0 1361.0 ... 119241.42 1351.0 1367.0 SA
153 SA606 20250910 1363.0 1370.0 ... 1032.58 1359.0 1378.0 SA
154 SA607 20250910 1363.0 1373.0 ... 1432.27 1361.0 1377.0 SA
155 SA608 20250910 1382.0 1391.0 ... 920.95 1383.0 1397.0 SA
156 SF509 20250910 5410.0 5494.0 ... 915.23 5464.0 5448.0 SF
157 SF510 20250910 5430.0 5522.0 ... 32525.43 5472.0 5468.0 SF
158 SF511 20250910 5586.0 5692.0 ... 442359.92 5636.0 5630.0 SF
159 SF512 20250910 5526.0 5642.0 ... 64985.40 5596.0 5584.0 SF
160 SF601 20250910 5530.0 5646.0 ... 135499.99 5594.0 5586.0 SF
161 SF602 20250910 5510.0 5600.0 ... 19166.00 5548.0 5548.0 SF
162 SF603 20250910 5716.0 5770.0 ... 25.87 5750.0 5744.0 SF
163 SF604 20250910 5706.0 5706.0 ... 2.85 5706.0 5722.0 SF
164 SF605 20250910 5660.0 5752.0 ... 1910.97 5704.0 5692.0 SF
165 SF606 20250910 5640.0 5708.0 ... 31.18 5670.0 5656.0 SF
166 SF607 20250910 5770.0 5860.0 ... 37.80 5816.0 5810.0 SF
167 SF608 20250910 5730.0 5738.0 ... 5.73 5734.0 5744.0 SF
168 SH509 20250910 2780.0 2842.0 ... 33.73 2811.0 2656.0 SH
169 SH510 20250910 2552.0 2572.0 ... 64097.40 2559.0 2567.0 SH
170 SH511 20250910 2558.0 2579.0 ... 551526.90 2562.0 2571.0 SH
171 SH512 20250910 2581.0 2600.0 ... 303131.55 2583.0 2590.0 SH
172 SH601 20250910 2560.0 2588.0 ... 1896006.35 2571.0 2578.0 SH
173 SH602 20250910 2584.0 2607.0 ... 17714.75 2591.0 2595.0 SH
174 SH603 20250910 2603.0 2625.0 ... 790.51 2609.0 2614.0 SH
175 SH604 20250910 2649.0 2666.0 ... 143.26 2653.0 2654.0 SH
176 SH605 20250910 2655.0 2677.0 ... 15127.81 2664.0 2667.0 SH
177 SH606 20250910 2660.0 2683.0 ... 136.33 2673.0 2671.0 SH
178 SH607 20250910 2655.0 2673.0 ... 71.99 2666.0 2669.0 SH
179 SH608 20250910 2679.0 2682.0 ... 40.17 2678.0 2683.0 SH
180 SM509 20250910 5714.0 5794.0 ... 970.59 5726.0 5742.0 SM
181 SM510 20250910 5710.0 5812.0 ... 31907.91 5772.0 5756.0 SM
182 SM511 20250910 5800.0 5888.0 ... 223159.52 5830.0 5826.0 SM
183 SM512 20250910 5796.0 5894.0 ... 49051.46 5852.0 5832.0 SM
184 SM601 20250910 5800.0 5900.0 ... 520854.01 5852.0 5838.0 SM
185 SM602 20250910 5814.0 5910.0 ... 132107.14 5840.0 5844.0 SM
186 SM603 20250910 5838.0 5912.0 ... 96.99 5878.0 5854.0 SM
187 SM604 20250910 5910.0 5910.0 ... 5.90 5898.0 5864.0 SM
188 SM605 20250910 5850.0 5934.0 ... 7137.44 5900.0 5880.0 SM
189 SM606 20250910 5870.0 5904.0 ... 5.89 5888.0 5880.0 SM
190 SM607 20250910 5876.0 5888.0 ... 14.70 5882.0 5894.0 SM
191 SM608 20250910 5888.0 5912.0 ... 8.85 5898.0 5886.0 SM
192 SR509 20250910 5535.0 5535.0 ... 1154.17 5522.0 5534.0 SR
193 SR511 20250910 5533.0 5561.0 ... 147405.35 5539.0 5525.0 SR
194 SR601 20250910 5520.0 5548.0 ... 1086155.49 5534.0 5521.0 SR
195 SR603 20250910 5508.0 5530.0 ... 3566.10 5520.0 5512.0 SR
196 SR605 20250910 5501.0 5517.0 ... 43872.78 5508.0 5503.0 SR
197 SR607 20250910 5490.0 5513.0 ... 2542.39 5503.0 5500.0 SR
198 TA509 20250910 4586.0 4628.0 ... 5013.80 4598.0 4580.0 TA
199 TA510 20250910 4640.0 4680.0 ... 53245.06 4662.0 4640.0 TA
200 TA511 20250910 4654.0 4690.0 ... 288156.54 4670.0 4648.0 TA
201 TA512 20250910 4664.0 4698.0 ... 167477.92 4678.0 4660.0 TA
202 TA601 20250910 4670.0 4704.0 ... 1341265.83 4686.0 4670.0 TA
203 TA602 20250910 4678.0 4710.0 ... 18831.64 4694.0 4676.0 TA
204 TA603 20250910 4704.0 4720.0 ... 73.03 4712.0 4690.0 TA
205 TA604 20250910 4722.0 4722.0 ... 2.36 4722.0 4692.0 TA
206 TA605 20250910 4702.0 4732.0 ... 26461.23 4716.0 4702.0 TA
207 TA606 20250910 0.0 0.0 ... 0.00 4734.0 4710.0 TA
208 TA607 20250910 0.0 0.0 ... 0.00 4744.0 4720.0 TA
209 TA608 20250910 4740.0 4746.0 ... 7.12 4744.0 4730.0 TA
210 UR509 20250910 1621.0 1630.0 ... 287.62 1616.0 1625.0 UR
211 UR510 20250910 1644.0 1653.0 ... 7783.83 1639.0 1650.0 UR
212 UR511 20250910 1671.0 1684.0 ... 48792.94 1671.0 1681.0 UR
213 UR512 20250910 1678.0 1688.0 ... 16449.09 1675.0 1684.0 UR
214 UR601 20250910 1681.0 1692.0 ... 565969.77 1679.0 1686.0 UR
215 UR602 20250910 1683.0 1691.0 ... 463.48 1679.0 1687.0 UR
216 UR603 20250910 1731.0 1734.0 ... 203.95 1728.0 1731.0 UR
217 UR604 20250910 1730.0 1734.0 ... 51.84 1728.0 1732.0 UR
218 UR605 20250910 1737.0 1739.0 ... 25068.39 1729.0 1734.0 UR
219 UR606 20250910 1727.0 1735.0 ... 137.87 1723.0 1730.0 UR
220 UR607 20250910 1763.0 1763.0 ... 35.11 1755.0 1760.0 UR
221 UR608 20250910 1755.0 1755.0 ... 59.35 1746.0 1753.0 UR
222 WH509 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-10 18:26:24,896 - future_1d - INFO - ak.get_czce_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 PS2509 20250910 55500.0 ... 55575.0 55960.0 PS
1 PS2510 20250910 52750.0 ... 52840.0 55420.0 PS
2 PS2511 20250910 52400.0 ... 52690.0 55320.0 PS
3 PS2512 20250910 54610.0 ... 55180.0 57655.0 PS
4 PS2601 20250910 54480.0 ... 55040.0 57525.0 PS
5 PS2602 20250910 54955.0 ... 55095.0 57635.0 PS
6 PS2603 20250910 54900.0 ... 55055.0 58150.0 PS
7 PS2604 20250910 54940.0 ... 55130.0 58280.0 PS
8 PS2605 20250910 55500.0 ... 55245.0 57690.0 PS
9 PS2606 20250910 58200.0 ... 57570.0 59785.0 PS
10 PS2607 20250910 57570.0 ... 57500.0 59985.0 PS
11 PS2608 20250910 56300.0 ... 57455.0 59585.0 PS
13 SI2509 20250910 8400.0 ... 8470.0 8555.0 SI
14 SI2510 20250910 8300.0 ... 8520.0 8505.0 SI
15 SI2511 20250910 8300.0 ... 8530.0 8530.0 SI
16 SI2512 20250910 8690.0 ... 8885.0 8895.0 SI
17 SI2601 20250910 8670.0 ... 8875.0 8890.0 SI
18 SI2602 20250910 8700.0 ... 8935.0 8900.0 SI
19 SI2603 20250910 8670.0 ... 8920.0 8895.0 SI
20 SI2604 20250910 8680.0 ... 8950.0 8910.0 SI
21 SI2605 20250910 8755.0 ... 8915.0 8920.0 SI
22 SI2606 20250910 8695.0 ... 8940.0 8855.0 SI
23 SI2607 20250910 8735.0 ... 8940.0 8925.0 SI
24 SI2608 20250910 8725.0 ... 8905.0 8965.0 SI
27 LC2509 20250910 69000.0 ... 69760.0 74260.0 LC
28 LC2510 20250910 68540.0 ... 69720.0 74500.0 LC
29 LC2511 20250910 69040.0 ... 70120.0 74340.0 LC
30 LC2512 20250910 69000.0 ... 70200.0 74120.0 LC
31 LC2601 20250910 69000.0 ... 70240.0 74380.0 LC
32 LC2602 20250910 69920.0 ... 70240.0 74040.0 LC
33 LC2603 20250910 70600.0 ... 70220.0 74200.0 LC
34 LC2604 20250910 70840.0 ... 70660.0 74720.0 LC
35 LC2605 20250910 70400.0 ... 70700.0 74740.0 LC
36 LC2606 20250910 71280.0 ... 70460.0 74720.0 LC
37 LC2607 20250910 71220.0 ... 70500.0 74520.0 LC
38 LC2608 20250910 71000.0 ... 70700.0 74580.0 LC
[36 rows x 12 columns]
2025-09-10 18:26:25,100 - future_1d - INFO - ak.get_gfex_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250910 483 489.4 ... 5025181.2 486.1 483.4 SC
1 SC2511 20250910 482 489.6 ... 1613926.25 485.7 481.3 SC
2 SC2512 20250910 480.6 489.2 ... 538114.44 484.6 479.6 SC
3 SC2601 20250910 479.1 488.2 ... 153939.26 484.5 477.3 SC
4 SC2602 20250910 478.5 486.1 ... 70098.27 483.7 476 SC
5 SC2603 20250910 477 485.3 ... 44646.62 482.6 474.9 SC
6 SC2604 20250910 476.7 485.3 ... 56879.49 481.6 473.4 SC
7 SC2605 20250910 475.4 485.6 ... 16180.82 481.5 472.7 SC
8 SC2606 20250910 472.4 488.3 ... 146503.89 477.9 471.4 SC
9 SC2607 20250910 472.3 484.5 ... 2933.49 480.9 467.9 SC
10 SC2608 20250910 469.7 479.5 ... 142.65 475.5 467.4 SC
11 SC2609 20250910 474.5 474.5 ... 142.34 474.4 466 SC
12 SC2612 20250910 467.3 467.3 ... 46.73 467.3 464.8 SC
13 SC2703 20250910 ... 0 462.1 462.1 SC
14 SC2706 20250910 ... 0 460.7 459.3 SC
15 SC2709 20250910 462 462 ... 92.27 461.3 460.6 SC
16 SC2712 20250910 471.7 471.7 ... 368.84 461 461.7 SC
17 SC2803 20250910 459 462 ... 183.8 459.5 460.8 SC
18 SC2806 20250910 458.2 466.1 ... 830.81 461.5 458.5 SC
19 SC2809 20250910 457 461.5 ... 320.7 458.1 458.1 SC
21 LU2510 20250910 3379 3385 ... 7549.523 3368 3345 LU
22 LU2511 20250910 3384 3412 ... 352206.091 3392 3367 LU
23 LU2512 20250910 3376 3401 ... 150289.394 3382 3365 LU
24 LU2601 20250910 3378 3394 ... 29310.738 3378 3358 LU
25 LU2602 20250910 3354 3371 ... 1541.47 3358 3340 LU
26 LU2603 20250910 3357 3357 ... 16.774 3354 3336 LU
27 LU2604 20250910 3355 3355 ... 10.047 3349 3334 LU
28 LU2605 20250910 3340 3349 ... 20.049 3341 3325 LU
29 LU2606 20250910 3339 3339 ... 3.339 3339 3313 LU
30 LU2607 20250910 3344 3344 ... 10.007 3335 3320 LU
31 LU2608 20250910 3329 3330 ... 29.918 3324 3329 LU
32 LU2609 20250910 3334 3334 ... 23.309 3329 3316 LU
34 NR2509 20250910 12645 12645 ... 126.45 12645 12705 NR
35 NR2510 20250910 12715 12725 ... 182511.685 12660 12800 NR
36 NR2511 20250910 12755 12775 ... 934301.935 12715 12840 NR
37 NR2512 20250910 12805 12820 ... 65431.28 12760 12870 NR
38 NR2601 20250910 12825 12865 ... 114250.385 12800 12920 NR
39 NR2602 20250910 12800 12860 ... 6504.27 12825 12905 NR
40 NR2603 20250910 12795 12855 ... 1433.47 12795 12885 NR
41 NR2604 20250910 12840 12865 ... 589.58 12815 12895 NR
42 NR2605 20250910 12840 12840 ... 38.52 12840 12935 NR
43 NR2606 20250910 ... 0 13000 13000 NR
44 NR2607 20250910 ... 0 13045 13060 NR
45 NR2608 20250910 12865 12865 ... 12.865 12865 12865 NR
47 BC2509 20250910 ... 0 70500 70500 BC
48 BC2510 20250910 70740 71040 ... 130990.865 70820 70810 BC
49 BC2511 20250910 70670 71010 ... 13453.4 70800 70780 BC
50 BC2512 20250910 ... 0 70790 70790 BC
51 BC2601 20250910 ... 0 70880 70880 BC
52 BC2602 20250910 ... 0 70900 70900 BC
53 BC2603 20250910 70460 70460 ... 140.105 70050 70880 BC
54 BC2604 20250910 ... 0 71200 71200 BC
55 BC2605 20250910 ... 0 71170 71170 BC
56 BC2606 20250910 ... 0 70700 70700 BC
57 BC2607 20250910 ... 0 70900 70900 BC
58 BC2608 20250910 ... 0 70800 70800 BC
60 EC2510 20250910 1270 1285.4 ... 96757.742 1270.9 1272.8 EC
61 EC2512 20250910 1664.9 1698 ... 68217.305 1677.3 1674.4 EC
62 EC2602 20250910 1526.7 1537.4 ... 6825.514 1525.2 1521.8 EC
63 EC2604 20250910 1249 1264.4 ... 2798.5375 1252.1 1249.5 EC
64 EC2606 20250910 1438.2 1446.1 ... 719.3225 1438.6 1429.9 EC
65 EC2608 20250910 1619.3 1620.4 ... 346.011 1609.3 1606.3 EC
68 SC_TAS2510 20250910 ... SC_TAS
69 SC_TAS2511 20250910 ... SC_TAS
70 SC_TAS2512 20250910 ... SC_TAS
71 SC_TAS2601 20250910 ... SC_TAS
[66 rows x 12 columns]
2025-09-10 18:26:25,171 - future_1d - INFO - ak.get_ine_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 IC2509 20250910 6883.800 ... 6887.800 6866.800 IC
1 IC2510 20250910 6812.400 ... 6825.800 6808.000 IC
2 IC2512 20250910 6690.000 ... 6710.000 6692.000 IC
3 IC2603 20250910 6546.000 ... 6556.600 6546.400 IC
4 IF2509 20250910 4430.800 ... 4444.600 4420.800 IF
5 IF2510 20250910 4430.000 ... 4437.200 4412.800 IF
6 IF2512 20250910 4399.800 ... 4415.200 4393.200 IF
7 IF2603 20250910 4380.400 ... 4394.000 4373.600 IF
8 IH2509 20250910 2928.000 ... 2944.200 2922.000 IH
9 IH2510 20250910 2928.000 ... 2943.400 2921.600 IH
10 IH2512 20250910 2928.400 ... 2943.200 2921.800 IH
11 IH2603 20250910 2927.800 ... 2945.800 2923.200 IH
12 IM2509 20250910 7176.800 ... 7176.600 7153.400 IM
13 IM2510 20250910 7100.800 ... 7112.400 7092.400 IM
14 IM2512 20250910 6956.600 ... 6965.000 6948.800 IM
15 IM2603 20250910 6778.200 ... 6777.400 6769.800 IM
16 T2509 20250910 107.970 ... 107.725 107.920 T
17 T2512 20250910 107.745 ... 107.505 107.785 T
18 T2603 20250910 107.480 ... 107.235 107.525 T
19 TF2509 20250910 105.645 ... 105.620 105.655 TF
20 TF2512 20250910 105.535 ... 105.445 105.580 TF
21 TF2603 20250910 105.475 ... 105.355 105.495 TF
22 TL2509 20250910 115.830 ... 115.240 116.310 TL
23 TL2512 20250910 115.520 ... 114.870 115.760 TL
24 TL2603 20250910 115.170 ... 114.530 115.390 TL
25 TS2509 20250910 102.346 ... 102.310 102.346 TS
26 TS2512 20250910 102.384 ... 102.348 102.390 TS
27 TS2603 20250910 102.308 ... 102.288 102.324 TS
[28 rows x 12 columns]
2025-09-10 18:26:25,339 - future_1d - INFO - ak.get_cffex_daily('2025-09-10') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250910 ... 79730 79760 CU
1 1 CU2510 20250910 ... 79680 79710 CU
2 2 CU2511 20250910 ... 79670 79670 CU
3 3 CU2512 20250910 ... 79640 79640 CU
4 4 CU2601 20250910 ... 79610 79600 CU
5 5 CU2602 20250910 ... 79570 79620 CU
6 6 CU2603 20250910 ... 79590 79630 CU
7 7 CU2604 20250910 ... 79690 79700 CU
8 8 CU2605 20250910 ... 79660 79690 CU
9 9 CU2606 20250910 ... 79700 79690 CU
10 10 CU2607 20250910 ... 79790 79700 CU
11 11 CU2608 20250910 ... 79740 79740 CU
12 12 BC2509 20250910 ... 70500 70500 BC
13 13 BC2510 20250910 ... 70820 70810 BC
14 14 BC2511 20250910 ... 70800 70780 BC
15 15 BC2512 20250910 ... 70790 70790 BC
16 16 BC2601 20250910 ... 70880 70880 BC
17 17 BC2602 20250910 ... 70900 70900 BC
18 18 BC2603 20250910 ... 70050 70880 BC
19 19 BC2604 20250910 ... 71200 71200 BC
20 20 BC2605 20250910 ... 71170 71170 BC
21 21 BC2606 20250910 ... 70700 70700 BC
22 22 BC2607 20250910 ... 70900 70900 BC
23 23 BC2608 20250910 ... 70800 70800 BC
24 24 AL2509 20250910 ... 20765 20745 AL
25 25 AL2510 20250910 ... 20785 20750 AL
26 26 AL2511 20250910 ... 20770 20730 AL
27 27 AL2512 20250910 ... 20745 20715 AL
28 28 AL2601 20250910 ... 20730 20695 AL
29 29 AL2602 20250910 ... 20730 20695 AL
30 30 AL2603 20250910 ... 20755 20720 AL
31 31 AL2604 20250910 ... 20780 20740 AL
32 32 AL2605 20250910 ... 20805 20755 AL
33 33 AL2606 20250910 ... 20795 20765 AL
34 34 AL2607 20250910 ... 20800 20775 AL
35 35 AL2608 20250910 ... 20810 20775 AL
36 36 ZN2509 20250910 ... 22115 22155 ZN
37 37 ZN2510 20250910 ... 22170 22200 ZN
38 38 ZN2511 20250910 ... 22175 22205 ZN
39 39 ZN2512 20250910 ... 22185 22210 ZN
40 40 ZN2601 20250910 ... 22205 22215 ZN
41 41 ZN2602 20250910 ... 22200 22215 ZN
42 42 ZN2603 20250910 ... 22230 22230 ZN
43 43 ZN2604 20250910 ... 22245 22245 ZN
44 44 ZN2605 20250910 ... 22255 22270 ZN
45 45 ZN2606 20250910 ... 22285 22280 ZN
46 46 ZN2607 20250910 ... 22270 22250 ZN
47 47 ZN2608 20250910 ... 22280 22310 ZN
48 48 PB2509 20250910 ... 16805 16850 PB
49 49 PB2510 20250910 ... 16840 16915 PB
50 50 PB2511 20250910 ... 16850 16915 PB
51 51 PB2512 20250910 ... 16870 16920 PB
52 52 PB2601 20250910 ... 16880 16925 PB
53 53 PB2602 20250910 ... 16945 16945 PB
54 54 PB2603 20250910 ... 16910 16970 PB
55 55 PB2604 20250910 ... 16945 16990 PB
56 56 PB2605 20250910 ... 16945 17000 PB
57 57 PB2606 20250910 ... 17030 17030 PB
58 58 PB2607 20250910 ... 17020 17020 PB
59 59 PB2608 20250910 ... 17060 17060 PB
60 60 NI2509 20250910 ... 120110 120640 NI
61 61 NI2510 20250910 ... 120490 120940 NI
62 62 NI2511 20250910 ... 120660 121110 NI
63 63 NI2512 20250910 ... 120870 121320 NI
64 64 NI2601 20250910 ... 121080 121610 NI
65 65 NI2602 20250910 ... 121360 121760 NI
66 66 NI2603 20250910 ... 121570 122100 NI
67 67 NI2604 20250910 ... 121760 122290 NI
68 68 NI2605 20250910 ... 121960 122440 NI
69 69 NI2606 20250910 ... 122270 122750 NI
70 70 NI2607 20250910 ... 122470 122990 NI
71 71 NI2608 20250910 ... 122910 123060 NI
72 72 SN2509 20250910 ... 268520 269640 SN
73 73 SN2510 20250910 ... 269480 269790 SN
74 74 SN2511 20250910 ... 269720 270010 SN
75 75 SN2512 20250910 ... 269940 270020 SN
76 76 SN2601 20250910 ... 270340 269950 SN
77 77 SN2602 20250910 ... 270030 269870 SN
78 78 SN2603 20250910 ... 270300 270180 SN
79 79 SN2604 20250910 ... 270750 270260 SN
80 80 SN2605 20250910 ... 271250 270760 SN
81 81 SN2606 20250910 ... 269320 270710 SN
82 82 SN2607 20250910 ... 270950 270170 SN
83 83 SN2608 20250910 ... 271420 271420 SN
84 84 AO2509 20250910 ... 2869 2908 AO
85 85 AO2510 20250910 ... 2905 2919 AO
86 86 AO2511 20250910 ... 2909 2927 AO
87 87 AO2512 20250910 ... 2913 2935 AO
88 88 AO2601 20250910 ... 2922 2944 AO
89 89 AO2602 20250910 ... 2932 2948 AO
90 90 AO2603 20250910 ... 2995 3011 AO
91 91 AO2604 20250910 ... 3008 3021 AO
92 92 AO2605 20250910 ... 3010 3031 AO
93 93 AO2606 20250910 ... 3023 3037 AO
94 94 AO2607 20250910 ... 3033 3055 AO
95 95 AO2608 20250910 ... 3054 3070 AO
96 96 AD2511 20250910 ... 20350 20320 AD
97 97 AD2512 20250910 ... 20355 20335 AD
98 98 AD2601 20250910 ... 20355 20325 AD
99 99 AD2602 20250910 ... 20360 20280 AD
100 100 AD2603 20250910 ... 20360 20295 AD
101 101 AD2604 20250910 ... 20240 20240 AD
102 102 AD2605 20250910 ... 20265 20210 AD
103 103 AD2606 20250910 ... 20155 20155 AD
104 104 AD2607 20250910 ... 20150 20150 AD
105 105 AD2608 20250910 ... 20170 20170 AD
106 106 AU2509 20250910 ... 853.28 831.12 AU
107 107 AU2510 20250910 ... 833.38 831.68 AU
108 108 AU2511 20250910 ... 835.86 832.74 AU
109 109 AU2512 20250910 ... 835.82 834.4 AU
110 110 AU2602 20250910 ... 838.18 836.64 AU
111 111 AU2604 20250910 ... 840.72 838.66 AU
112 112 AU2606 20250910 ... 843.26 841.12 AU
113 113 AU2608 20250910 ... 845.5 842.94 AU
114 114 AG2509 20250910 ... 9779 9844 AG
115 115 AG2510 20250910 ... 9771 9867 AG
116 116 AG2511 20250910 ... 9788 9877 AG
117 117 AG2512 20250910 ... 9794 9889 AG
118 118 AG2601 20250910 ... 9804 9899 AG
119 119 AG2602 20250910 ... 9816 9908 AG
120 120 AG2603 20250910 ... 9830 9925 AG
121 121 AG2604 20250910 ... 9840 9934 AG
122 122 AG2605 20250910 ... 9857 9949 AG
123 123 AG2606 20250910 ... 9866 9962 AG
124 124 AG2607 20250910 ... 9914 9980 AG
125 125 AG2608 20250910 ... 9905 9993 AG
126 126 RB2509 20250910 ... 2950 2951 RB
127 127 RB2510 20250910 ... 3025 3043 RB
128 128 RB2511 20250910 ... 3045 3061 RB
129 129 RB2512 20250910 ... 3089 3107 RB
130 130 RB2601 20250910 ... 3108 3132 RB
131 131 RB2602 20250910 ... 3107 3125 RB
132 132 RB2603 20250910 ... 3116 3143 RB
133 133 RB2604 20250910 ... 3140 3164 RB
134 134 RB2605 20250910 ... 3154 3177 RB
135 135 RB2606 20250910 ... 3165 3190 RB
136 136 RB2607 20250910 ... 3183 3214 RB
137 137 RB2608 20250910 ... 3190 3218 RB
138 138 WR2509 20250910 ... 3342 3342 WR
139 139 WR2510 20250910 ... 3280 3287 WR
140 140 WR2511 20250910 ... 3302 3320 WR
141 141 WR2512 20250910 ... 3324 3349 WR
142 142 WR2601 20250910 ... 3390 3352 WR
143 143 WR2602 20250910 ... 3337 3337 WR
144 144 WR2603 20250910 ... 3338 3338 WR
145 145 WR2604 20250910 ... 3399 3400 WR
146 146 WR2605 20250910 ... 3414 3414 WR
147 147 WR2606 20250910 ... 3375 3375 WR
148 148 WR2607 20250910 ... 3390 3432 WR
149 149 WR2608 20250910 ... 3414 3414 WR
150 150 HC2509 20250910 ... 3396 3396 HC
151 151 HC2510 20250910 ... 3370 3384 HC
152 152 HC2511 20250910 ... 3357 3373 HC
153 153 HC2512 20250910 ... 3350 3366 HC
154 154 HC2601 20250910 ... 3335 3355 HC
155 155 HC2602 20250910 ... 3339 3353 HC
156 156 HC2603 20250910 ... 3342 3357 HC
157 157 HC2604 20250910 ... 3346 3359 HC
158 158 HC2605 20250910 ... 3346 3361 HC
159 159 HC2606 20250910 ... 3359 3366 HC
160 160 HC2607 20250910 ... 3340 3368 HC
161 161 HC2608 20250910 ... 3358 3371 HC
162 162 SS2509 20250910 ... 12800 12800 SS
163 163 SS2510 20250910 ... 12825 12850 SS
164 164 SS2511 20250910 ... 12915 12930 SS
165 165 SS2512 20250910 ... 12955 12975 SS
166 166 SS2601 20250910 ... 13005 13025 SS
167 167 SS2602 20250910 ... 13060 13065 SS
168 168 SS2603 20250910 ... 13120 13175 SS
169 169 SS2604 20250910 ... 13190 13190 SS
170 170 SS2605 20250910 ... 13265 13295 SS
171 171 SS2606 20250910 ... 13320 13330 SS
172 172 SS2607 20250910 ... 13370 13405 SS
173 173 SS2608 20250910 ... 13400 13445 SS
174 174 SC2510 20250910 ... 486.1 483.4 SC
175 175 SC2511 20250910 ... 485.7 481.3 SC
176 176 SC2512 20250910 ... 484.6 479.6 SC
177 177 SC2601 20250910 ... 484.5 477.3 SC
178 178 SC2602 20250910 ... 483.7 476 SC
179 179 SC2603 20250910 ... 482.6 474.9 SC
180 180 SC2604 20250910 ... 481.6 473.4 SC
181 181 SC2605 20250910 ... 481.5 472.7 SC
182 182 SC2606 20250910 ... 477.9 471.4 SC
183 183 SC2607 20250910 ... 480.9 467.9 SC
184 184 SC2608 20250910 ... 475.5 467.4 SC
185 185 SC2609 20250910 ... 474.4 466 SC
186 186 SC2612 20250910 ... 467.3 464.8 SC
187 187 SC2703 20250910 ... 462.1 462.1 SC
188 188 SC2706 20250910 ... 460.7 459.3 SC
189 189 SC2709 20250910 ... 461.3 460.6 SC
190 190 SC2712 20250910 ... 461 461.7 SC
191 191 SC2803 20250910 ... 459.5 460.8 SC
192 192 SC2806 20250910 ... 461.5 458.5 SC
193 193 SC2809 20250910 ... 458.1 458.1 SC
194 194 LU2510 20250910 ... 3368 3345 LU
195 195 LU2511 20250910 ... 3392 3367 LU
196 196 LU2512 20250910 ... 3382 3365 LU
197 197 LU2601 20250910 ... 3378 3358 LU
198 198 LU2602 20250910 ... 3358 3340 LU
199 199 LU2603 20250910 ... 3354 3336 LU
200 200 LU2604 20250910 ... 3349 3334 LU
201 201 LU2605 20250910 ... 3341 3325 LU
202 202 LU2606 20250910 ... 3339 3313 LU
203 203 LU2607 20250910 ... 3335 3320 LU
204 204 LU2608 20250910 ... 3324 3329 LU
205 205 LU2609 20250910 ... 3329 3316 LU
206 206 FU2510 20250910 ... 2828 2787 FU
207 207 FU2511 20250910 ... 2822 2787 FU
208 208 FU2512 20250910 ... 2802 2768 FU
209 209 FU2601 20250910 ... 2789 2756 FU
210 210 FU2602 20250910 ... 2771 2740 FU
211 211 FU2603 20250910 ... 2759 2727 FU
212 212 FU2604 20250910 ... 2757 2725 FU
213 213 FU2605 20250910 ... 2742 2716 FU
214 214 FU2606 20250910 ... 2735 2711 FU
215 215 FU2607 20250910 ... 2724 2700 FU
216 216 FU2608 20250910 ... 2717 2693 FU
217 217 FU2609 20250910 ... 2696 2674 FU
218 218 BU2509 20250910 ... 3404 3448 BU
219 219 BU2510 20250910 ... 3456 3444 BU
220 220 BU2511 20250910 ... 3437 3420 BU
221 221 BU2512 20250910 ... 3392 3374 BU
222 222 BU2601 20250910 ... 3365 3348 BU
223 223 BU2602 20250910 ... 3364 3348 BU
224 224 BU2603 20250910 ... 3369 3352 BU
225 225 BU2604 20250910 ... 3348 3348 BU
226 226 BU2605 20250910 ... 3357 3351 BU
227 227 BU2606 20250910 ... 3353 3344 BU
228 228 BU2607 20250910 ... 3358 3341 BU
229 229 BU2608 20250910 ... 3340 3340 BU
230 230 BU2609 20250910 ... 3346 3329 BU
231 231 BU2612 20250910 ... 3307 3293 BU
232 232 BU2703 20250910 ... 3293 3293 BU
233 233 BU2706 20250910 ... 3321 3302 BU
234 234 BR2509 20250910 ... 11850 11930 BR
235 235 BR2510 20250910 ... 11720 11820 BR
236 236 BR2511 20250910 ... 11705 11795 BR
237 237 BR2512 20250910 ... 11690 11785 BR
238 238 BR2601 20250910 ... 11700 11775 BR
239 239 BR2602 20250910 ... 11735 11895 BR
240 240 BR2603 20250910 ... 11705 11725 BR
241 241 BR2604 20250910 ... 11710 11670 BR
242 242 BR2605 20250910 ... 11745 11880 BR
243 243 BR2606 20250910 ... 11815 11815 BR
244 244 BR2607 20250910 ... 12000 12000 BR
245 245 BR2608 20250910 ... 11915 11915 BR
246 246 RU2509 20250910 ... 14975 15180 RU
247 247 RU2510 20250910 ... 15050 15170 RU
248 248 RU2511 20250910 ... 15005 15100 RU
249 249 RU2601 20250910 ... 15955 16090 RU
250 250 RU2603 20250910 ... 15970 16045 RU
251 251 RU2604 20250910 ... 15960 16065 RU
252 252 RU2605 20250910 ... 15995 16125 RU
253 253 RU2606 20250910 ... 16030 16115 RU
254 254 RU2607 20250910 ... 16045 16180 RU
255 255 RU2608 20250910 ... 16065 16205 RU
256 256 NR2509 20250910 ... 12645 12705 NR
257 257 NR2510 20250910 ... 12660 12800 NR
258 258 NR2511 20250910 ... 12715 12840 NR
259 259 NR2512 20250910 ... 12760 12870 NR
260 260 NR2601 20250910 ... 12800 12920 NR
261 261 NR2602 20250910 ... 12825 12905 NR
262 262 NR2603 20250910 ... 12795 12885 NR
263 263 NR2604 20250910 ... 12815 12895 NR
264 264 NR2605 20250910 ... 12840 12935 NR
265 265 NR2606 20250910 ... 13000 13000 NR
266 266 NR2607 20250910 ... 13045 13060 NR
267 267 NR2608 20250910 ... 12865 12865 NR
268 268 SP2509 20250910 ... 4872 4954 SP
269 269 SP2510 20250910 ... 4890 4960 SP
270 270 SP2511 20250910 ... 4928 4994 SP
271 271 SP2512 20250910 ... 4942 5008 SP
272 272 SP2601 20250910 ... 5226 5270 SP
273 273 SP2602 20250910 ... 5226 5254 SP
274 274 SP2603 20250910 ... 5214 5266 SP
275 275 SP2604 20250910 ... 5228 5284 SP
276 276 SP2605 20250910 ... 5234 5282 SP
277 277 SP2606 20250910 ... 5244 5290 SP
278 278 SP2607 20250910 ... 5254 5292 SP
279 279 SP2608 20250910 ... 5258 5296 SP
280 280 OP2601 20250910 ... 4238 4218 OP
281 281 OP2602 20250910 ... 4216 4218 OP
282 282 OP2603 20250910 ... 4196 4218 OP
283 283 OP2604 20250910 ... 4224 4218 OP
284 284 OP2605 20250910 ... 4236 4218 OP
285 285 OP2606 20250910 ... 4262 4218 OP
286 286 OP2607 20250910 ... 4246 4218 OP
287 287 OP2608 20250910 ... 4260 4218 OP
288 288 EC2510 20250910 ... 1270.9 1272.8 EC
289 289 EC2512 20250910 ... 1677.3 1674.4 EC
290 290 EC2602 20250910 ... 1525.2 1521.8 EC
291 291 EC2604 20250910 ... 1252.1 1249.5 EC
292 292 EC2606 20250910 ... 1438.6 1429.9 EC
293 293 EC2608 20250910 ... 1609.3 1606.3 EC
294 295 SC_TAS2510 20250910 ... SC_TAS
295 296 SC_TAS2511 20250910 ... SC_TAS
296 297 SC_TAS2512 20250910 ... SC_TAS
297 298 SC_TAS2601 20250910 ... SC_TAS
[298 rows x 13 columns]
2025-09-10 18:26:25,496 - future_1d - INFO - ak.get_shfe_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 a2509 20250910 4040.00 ... 4040.00 4067.00 A
1 a2511 20250910 3968.00 ... 3935.00 3971.00 A
2 a2601 20250910 3971.00 ... 3936.00 3970.00 A
3 a2603 20250910 3970.00 ... 3938.00 3971.00 A
4 a2605 20250910 4012.00 ... 3983.00 4016.00 A
5 a2607 20250910 4017.00 ... 3985.00 4018.00 A
6 b2509 20250910 0.00 ... 3681.00 3681.00 B
7 b2510 20250910 3705.00 ... 3684.00 3720.00 B
8 b2511 20250910 3747.00 ... 3722.00 3755.00 B
9 b2512 20250910 3781.00 ... 3761.00 3786.00 B
10 b2601 20250910 3786.00 ... 3762.00 3785.00 B
11 b2602 20250910 3767.00 ... 3746.00 3766.00 B
12 b2603 20250910 3704.00 ... 3692.00 3712.00 B
13 b2604 20250910 3586.00 ... 3584.00 3597.00 B
14 b2605 20250910 3508.00 ... 3505.00 3521.00 B
15 b2606 20250910 3490.00 ... 3478.00 3497.00 B
16 b2607 20250910 3499.00 ... 3482.00 3499.00 B
17 b2608 20250910 3588.00 ... 3578.00 3597.00 B
18 bb2509 20250910 0.00 ... 136.00 136.00 BB
19 bb2511 20250910 142.05 ... 142.05 142.15 BB
20 bb2601 20250910 148.10 ... 147.60 146.90 BB
21 bb2603 20250910 0.00 ... 147.15 147.15 BB
22 bb2605 20250910 0.00 ... 142.10 141.45 BB
23 bb2607 20250910 0.00 ... 146.90 146.25 BB
24 bz2603 20250910 6009.00 ... 6012.00 5998.00 BZ
25 bz2604 20250910 5984.00 ... 5992.00 5979.00 BZ
26 bz2605 20250910 5990.00 ... 6011.00 6012.00 BZ
27 bz2606 20250910 0.00 ... 6002.00 6002.00 BZ
28 bz2607 20250910 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250910 0.00 ... 6005.00 6005.00 BZ
30 c2509 20250910 0.00 ... 2285.00 2285.00 C
31 c2511 20250910 2216.00 ... 2199.00 2215.00 C
32 c2601 20250910 2190.00 ... 2174.00 2191.00 C
33 c2603 20250910 2203.00 ... 2188.00 2204.00 C
34 c2605 20250910 2254.00 ... 2241.00 2258.00 C
35 c2607 20250910 2262.00 ... 2254.00 2266.00 C
36 cs2509 20250910 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250910 2510.00 ... 2491.00 2513.00 CS
38 cs2601 20250910 2527.00 ... 2504.00 2532.00 CS
39 cs2603 20250910 2534.00 ... 2510.00 2538.00 CS
40 cs2605 20250910 2608.00 ... 2589.00 2614.00 CS
41 cs2607 20250910 2596.00 ... 2589.00 2615.00 CS
42 eb2509 20250910 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250910 7063.00 ... 7059.00 7047.00 EB
44 eb2511 20250910 7064.00 ... 7070.00 7058.00 EB
45 eb2512 20250910 7059.00 ... 7079.00 7065.00 EB
46 eb2601 20250910 7100.00 ... 7101.00 7093.00 EB
47 eb2602 20250910 7127.00 ... 7129.00 7123.00 EB
48 eb2603 20250910 7174.00 ... 7157.00 7156.00 EB
49 eb2604 20250910 7198.00 ... 7189.00 7193.00 EB
50 eb2605 20250910 7186.00 ... 7200.00 7194.00 EB
51 eb2606 20250910 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250910 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250910 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250910 4334.00 ... 4343.00 4361.00 EG
55 eg2510 20250910 4353.00 ... 4347.00 4351.00 EG
56 eg2511 20250910 4346.00 ... 4332.00 4328.00 EG
57 eg2512 20250910 4332.00 ... 4322.00 4325.00 EG
58 eg2601 20250910 4321.00 ... 4320.00 4319.00 EG
59 eg2602 20250910 4321.00 ... 4323.00 4325.00 EG
60 eg2603 20250910 0.00 ... 4323.00 4323.00 EG
61 eg2604 20250910 4342.00 ... 4350.00 4348.00 EG
62 eg2605 20250910 4358.00 ... 4354.00 4348.00 EG
63 eg2606 20250910 4354.00 ... 4357.00 4355.00 EG
64 eg2607 20250910 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250910 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250910 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250910 1273.50 ... 1272.50 1273.00 FB
68 fb2511 20250910 1261.00 ... 1261.50 1258.00 FB
69 fb2512 20250910 1253.50 ... 1256.50 1254.50 FB
70 fb2601 20250910 1250.00 ... 1250.00 1245.00 FB
71 fb2602 20250910 1236.00 ... 1239.00 1238.00 FB
72 fb2603 20250910 1248.00 ... 1252.00 1246.00 FB
73 fb2604 20250910 1250.00 ... 1250.00 1255.00 FB
74 fb2605 20250910 0.00 ... 1318.50 1321.00 FB
75 fb2606 20250910 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250910 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250910 0.00 ... 1296.00 1296.00 FB
78 i2509 20250910 0.00 ... 847.50 847.50 I
79 i2510 20250910 829.00 ... 823.50 823.50 I
80 i2511 20250910 820.50 ... 816.50 818.00 I
81 i2512 20250910 814.00 ... 811.50 811.50 I
82 i2601 20250910 803.50 ... 802.00 803.00 I
83 i2602 20250910 796.00 ... 796.00 798.00 I
84 i2603 20250910 792.50 ... 790.50 791.00 I
85 i2604 20250910 784.50 ... 786.00 788.00 I
86 i2605 20250910 780.00 ... 777.50 779.00 I
87 i2606 20250910 772.00 ... 771.00 772.00 I
88 i2607 20250910 767.00 ... 767.50 767.50 I
89 i2608 20250910 762.00 ... 762.00 762.50 I
90 j2509 20250910 0.00 ... 1512.50 1512.50 J
91 j2510 20250910 1488.50 ... 1499.50 1514.00 J
92 j2511 20250910 1518.50 ... 1533.50 1546.50 J
93 j2512 20250910 1554.00 ... 1572.50 1584.50 J
94 j2601 20250910 1589.00 ... 1601.00 1615.50 J
95 j2602 20250910 1611.00 ... 1618.00 1645.50 J
96 j2603 20250910 0.00 ... 1660.00 1660.00 J
97 j2604 20250910 0.00 ... 1720.50 1720.50 J
98 j2605 20250910 1735.50 ... 1726.00 1744.00 J
99 j2606 20250910 0.00 ... 1761.00 1761.00 J
100 j2607 20250910 1727.00 ... 1727.00 1768.50 J
101 j2608 20250910 1748.00 ... 1763.00 1770.00 J
102 jd2509 20250910 3001.00 ... 3037.00 3050.00 JD
103 jd2510 20250910 3056.00 ... 3032.00 3032.00 JD
104 jd2511 20250910 3077.00 ... 3040.00 3066.00 JD
105 jd2512 20250910 3231.00 ... 3198.00 3223.00 JD
106 jd2601 20250910 3400.00 ... 3373.00 3406.00 JD
107 jd2602 20250910 3131.00 ... 3116.00 3138.00 JD
108 jd2603 20250910 3149.00 ... 3131.00 3150.00 JD
109 jd2604 20250910 3337.00 ... 3327.00 3343.00 JD
110 jd2605 20250910 3480.00 ... 3467.00 3480.00 JD
111 jd2606 20250910 3289.00 ... 3270.00 3287.00 JD
112 jd2607 20250910 3511.00 ... 3494.00 3510.00 JD
113 jd2608 20250910 3922.00 ... 3916.00 3918.00 JD
114 jm2509 20250910 950.00 ... 969.00 950.50 JM
115 jm2510 20250910 948.00 ... 952.50 963.00 JM
116 jm2511 20250910 1008.00 ... 1007.00 1022.00 JM
117 jm2512 20250910 1067.50 ... 1064.00 1082.50 JM
118 jm2601 20250910 1117.00 ... 1115.50 1139.00 JM
119 jm2602 20250910 1149.00 ... 1140.50 1165.00 JM
120 jm2603 20250910 1169.00 ... 1158.00 1188.50 JM
121 jm2604 20250910 1188.00 ... 1174.50 1209.50 JM
122 jm2605 20250910 1199.50 ... 1189.00 1226.00 JM
123 jm2606 20250910 1209.00 ... 1203.50 1241.00 JM
124 jm2607 20250910 1220.00 ... 1213.00 1251.50 JM
125 jm2608 20250910 1239.50 ... 1226.00 1259.50 JM
126 l2509 20250910 7150.00 ... 7165.00 7140.00 L
127 l2510 20250910 7199.00 ... 7205.00 7203.00 L
128 l2511 20250910 7212.00 ... 7219.00 7212.00 L
129 l2512 20250910 7225.00 ... 7230.00 7221.00 L
130 l2601 20250910 7234.00 ... 7233.00 7228.00 L
131 l2602 20250910 7219.00 ... 7227.00 7219.00 L
132 l2603 20250910 7228.00 ... 7227.00 7217.00 L
133 l2604 20250910 7259.00 ... 7259.00 7246.00 L
134 l2605 20250910 7247.00 ... 7243.00 7239.00 L
135 l2606 20250910 0.00 ... 7228.00 7228.00 L
136 l2607 20250910 0.00 ... 7251.00 7251.00 L
137 l2608 20250910 0.00 ... 7269.00 7269.00 L
138 lg2509 20250910 773.50 ... 773.00 776.50 LG
139 lg2511 20250910 803.00 ... 805.00 805.50 LG
140 lg2601 20250910 819.00 ... 819.50 819.50 LG
141 lg2603 20250910 825.50 ... 825.50 826.00 LG
142 lg2605 20250910 831.50 ... 830.00 830.50 LG
143 lg2607 20250910 833.00 ... 831.50 833.00 LG
144 lh2509 20250910 13200.00 ... 13190.00 13140.00 LH
145 lh2511 20250910 13215.00 ... 13315.00 13230.00 LH
146 lh2601 20250910 13635.00 ... 13730.00 13690.00 LH
147 lh2603 20250910 12920.00 ... 13010.00 12990.00 LH
148 lh2605 20250910 13400.00 ... 13520.00 13480.00 LH
149 lh2607 20250910 14155.00 ... 14240.00 14155.00 LH
150 m2509 20250910 0.00 ... 3031.00 3031.00 M
151 m2511 20250910 3041.00 ... 3031.00 3042.00 M
152 m2512 20250910 3090.00 ... 3080.00 3090.00 M
153 m2601 20250910 3079.00 ... 3064.00 3076.00 M
154 m2603 20250910 2998.00 ... 2991.00 2999.00 M
155 m2605 20250910 2800.00 ... 2799.00 2802.00 M
156 m2607 20250910 2781.00 ... 2778.00 2781.00 M
157 m2608 20250910 2907.00 ... 2907.00 2909.00 M
158 p2509 20250910 9446.00 ... 9446.00 9478.00 P
159 p2510 20250910 9420.00 ... 9320.00 9436.00 P
160 p2511 20250910 9420.00 ... 9314.00 9434.00 P
161 p2512 20250910 9446.00 ... 9326.00 9458.00 P
162 p2601 20250910 9470.00 ... 9340.00 9470.00 P
163 p2602 20250910 9386.00 ... 9284.00 9410.00 P
164 p2603 20250910 9394.00 ... 9290.00 9394.00 P
165 p2604 20250910 9280.00 ... 9200.00 9326.00 P
166 p2605 20250910 9256.00 ... 9126.00 9246.00 P
167 p2606 20250910 9100.00 ... 9030.00 9156.00 P
168 p2607 20250910 9006.00 ... 8942.00 9052.00 P
169 p2608 20250910 8922.00 ... 8910.00 8966.00 P
170 pg2509 20250910 3703.00 ... 3706.00 3706.00 PG
171 pg2510 20250910 4398.00 ... 4437.00 4413.00 PG
172 pg2511 20250910 4358.00 ... 4389.00 4356.00 PG
173 pg2512 20250910 4297.00 ... 4328.00 4294.00 PG
174 pg2601 20250910 4228.00 ... 4270.00 4235.00 PG
175 pg2602 20250910 4166.00 ... 4194.00 4166.00 PG
176 pg2603 20250910 4074.00 ... 4105.00 4079.00 PG
177 pg2604 20250910 4403.00 ... 4437.00 4409.00 PG
178 pg2605 20250910 4358.00 ... 4358.00 4323.00 PG
179 pg2606 20250910 4297.00 ... 4288.00 4261.00 PG
180 pg2607 20250910 4256.00 ... 4255.00 4207.00 PG
181 pg2608 20250910 0.00 ... 4163.00 4163.00 PG
182 pp2509 20250910 6818.00 ... 6832.00 6835.00 PP
183 pp2510 20250910 6857.00 ... 6867.00 6868.00 PP
184 pp2511 20250910 6883.00 ... 6898.00 6896.00 PP
185 pp2512 20250910 6919.00 ... 6930.00 6925.00 PP
186 pp2601 20250910 6943.00 ... 6951.00 6945.00 PP
187 pp2602 20250910 6918.00 ... 6933.00 6922.00 PP
188 pp2603 20250910 6923.00 ... 6920.00 6922.00 PP
189 pp2604 20250910 6964.00 ... 6963.00 6950.00 PP
190 pp2605 20250910 6960.00 ... 6973.00 6962.00 PP
191 pp2606 20250910 6944.00 ... 6946.00 6931.00 PP
192 pp2607 20250910 6898.00 ... 6915.00 6897.00 PP
193 pp2608 20250910 6914.00 ... 6922.00 6906.00 PP
194 rr2509 20250910 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250910 3608.00 ... 3605.00 3609.00 RR
196 rr2511 20250910 3615.00 ... 3611.00 3613.00 RR
197 rr2512 20250910 3611.00 ... 3608.00 3609.00 RR
198 rr2601 20250910 3619.00 ... 3617.00 3620.00 RR
199 rr2602 20250910 0.00 ... 3604.00 3604.00 RR
200 rr2603 20250910 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250910 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250910 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250910 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250910 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250910 0.00 ... 3625.00 3625.00 RR
206 v2509 20250910 4691.00 ... 4696.00 4710.00 V
207 v2510 20250910 4733.00 ... 4743.00 4755.00 V
208 v2511 20250910 4770.00 ... 4776.00 4787.00 V
209 v2512 20250910 4810.00 ... 4815.00 4822.00 V
210 v2601 20250910 4850.00 ... 4849.00 4864.00 V
211 v2602 20250910 4882.00 ... 4885.00 4898.00 V
212 v2603 20250910 4906.00 ... 4916.00 4931.00 V
213 v2604 20250910 5120.00 ... 5119.00 5120.00 V
214 v2605 20250910 5150.00 ... 5149.00 5173.00 V
215 v2606 20250910 5167.00 ... 5169.00 5192.00 V
216 v2607 20250910 5220.00 ... 5208.00 5241.00 V
217 v2608 20250910 5240.00 ... 5247.00 5271.00 V
218 y2509 20250910 8650.00 ... 8414.00 8286.00 Y
219 y2511 20250910 8420.00 ... 8344.00 8448.00 Y
220 y2512 20250910 8442.00 ... 8374.00 8466.00 Y
221 y2601 20250910 8388.00 ... 8322.00 8418.00 Y
222 y2603 20250910 8324.00 ... 8236.00 8336.00 Y
223 y2605 20250910 8108.00 ... 8028.00 8122.00 Y
224 y2607 20250910 8052.00 ... 7982.00 8080.00 Y
225 y2608 20250910 8042.00 ... 7998.00 8086.00 Y
[226 rows x 12 columns]
2025-09-10 18:26:26,009 - future_1d - INFO - ak.get_dce_daily('2025-09-10') done
2025-09-10 18:26:28,302 - future_1d - INFO - save future_daily 2025-09-10 completed