45 eb2512 20250822 7299.0 ... 7361.00 7300.00 EB
46 eb2601 20250822 7300.0 ... 7371.00 7312.00 EB
47 eb2602 20250822 7346.0 ... 7388.00 7342.00 EB
48 eb2603 20250822 7373.0 ... 7418.00 7364.00 EB
49 eb2604 20250822 7389.0 ... 7422.00 7381.00 EB
50 eb2605 20250822 7399.0 ... 7456.00 7412.00 EB
51 eb2606 20250822 7415.0 ... 7453.00 7402.00 EB
52 eb2607 20250822 0.0 ... 7341.00 7325.00 EB
53 eg2508 20250822 0.0 ... 4407.00 4407.00 EG
54 eg2509 20250822 4405.0 ... 4423.00 4423.00 EG
55 eg2510 20250822 4436.0 ... 4447.00 4442.00 EG
56 eg2511 20250822 4455.0 ... 4459.00 4457.00 EG
57 eg2512 20250822 4489.0 ... 4469.00 4465.00 EG
58 eg2601 20250822 4488.0 ... 4478.00 4472.00 EG
59 eg2602 20250822 4498.0 ... 4489.00 4469.00 EG
60 eg2603 20250822 4500.0 ... 4496.00 4475.00 EG
61 eg2604 20250822 4526.0 ... 4511.00 4492.00 EG
62 eg2605 20250822 4520.0 ... 4516.00 4510.00 EG
63 eg2606 20250822 4541.0 ... 4524.00 4502.00 EG
64 eg2607 20250822 0.0 ... 4513.00 4513.00 EG
65 fb2509 20250822 1258.5 ... 1258.00 1258.50 FB
66 fb2510 20250822 1275.0 ... 1276.00 1285.50 FB
67 fb2511 20250822 1269.0 ... 1273.50 1270.00 FB
68 fb2512 20250822 1271.0 ... 1273.50 1271.50 FB
69 fb2601 20250822 1271.0 ... 1274.00 1272.50 FB
70 fb2602 20250822 1270.5 ... 1277.50 1273.00 FB
71 fb2603 20250822 0.0 ... 1313.50 1313.50 FB
72 fb2604 20250822 0.0 ... 1310.50 1310.50 FB
73 fb2605 20250822 0.0 ... 1311.00 1311.00 FB
74 fb2606 20250822 1330.0 ... 1330.00 1328.00 FB
75 fb2607 20250822 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250822 0.0 ... 1302.50 1302.50 FB
77 i2509 20250822 790.0 ... 789.00 792.50 I
78 i2510 20250822 788.0 ... 785.00 790.00 I
79 i2511 20250822 784.0 ... 782.50 787.00 I
80 i2512 20250822 777.5 ... 777.00 782.50 I
81 i2601 20250822 771.0 ... 769.50 775.50 I
82 i2602 20250822 764.5 ... 764.00 769.50 I
83 i2603 20250822 760.0 ... 759.50 765.50 I
84 i2604 20250822 756.0 ... 753.50 760.00 I
85 i2605 20250822 747.5 ... 746.00 752.50 I
86 i2606 20250822 744.5 ... 741.50 748.00 I
87 i2607 20250822 741.0 ... 738.00 744.00 I
88 i2608 20250822 738.0 ... 734.50 740.00 I
89 j2509 20250822 1618.0 ... 1615.50 1624.00 J
90 j2510 20250822 1627.0 ... 1628.00 1641.50 J
91 j2511 20250822 1645.5 ... 1644.50 1657.50 J
92 j2512 20250822 1654.5 ... 1652.00 1676.50 J
93 j2601 20250822 1670.0 ... 1663.50 1679.00 J
94 j2602 20250822 1709.5 ... 1701.50 1703.50 J
95 j2603 20250822 1703.0 ... 1703.50 1723.00 J
96 j2604 20250822 0.0 ... 1770.00 1770.00 J
97 j2605 20250822 1760.5 ... 1754.50 1772.00 J
98 j2606 20250822 0.0 ... 1776.50 1776.50 J
99 j2607 20250822 0.0 ... 1782.50 1782.50 J
100 j2608 20250822 1778.5 ... 1764.00 1778.50 J
101 jd2508 20250822 0.0 ... 2940.00 2940.00 JD
102 jd2509 20250822 2883.0 ... 2904.00 2926.00 JD
103 jd2510 20250822 3001.0 ... 3026.00 3035.00 JD
104 jd2511 20250822 3068.0 ... 3084.00 3090.00 JD
105 jd2512 20250822 3271.0 ... 3266.00 3310.00 JD
106 jd2601 20250822 3432.0 ... 3429.00 3457.00 JD
107 jd2602 20250822 3128.0 ... 3133.00 3135.00 JD
108 jd2603 20250822 3150.0 ... 3159.00 3143.00 JD
109 jd2604 20250822 3356.0 ... 3362.00 3346.00 JD
110 jd2605 20250822 3509.0 ... 3513.00 3486.00 JD
111 jd2606 20250822 3348.0 ... 3358.00 3334.00 JD
112 jd2607 20250822 3598.0 ... 3607.00 3585.00 JD
113 jm2509 20250822 1025.0 ... 1029.50 1044.50 JM
114 jm2510 20250822 1055.0 ... 1049.50 1064.00 JM
115 jm2511 20250822 1074.5 ... 1080.50 1098.00 JM
116 jm2512 20250822 1107.5 ... 1111.00 1131.50 JM
117 jm2601 20250822 1141.5 ... 1141.50 1164.00 JM
118 jm2602 20250822 1159.0 ... 1158.00 1179.00 JM
119 jm2603 20250822 1171.5 ... 1169.50 1190.50 JM
120 jm2604 20250822 1182.0 ... 1177.00 1201.00 JM
121 jm2605 20250822 1192.5 ... 1185.50 1209.50 JM
122 jm2606 20250822 1194.5 ... 1193.00 1219.50 JM
123 jm2607 20250822 1208.5 ... 1204.50 1225.50 JM
124 jm2608 20250822 1217.0 ... 1209.00 1230.00 JM
125 l2509 20250822 7311.0 ... 7332.00 7330.00 L
126 l2510 20250822 7341.0 ... 7360.00 7350.00 L
127 l2511 20250822 7370.0 ... 7381.00 7371.00 L
128 l2512 20250822 7380.0 ... 7390.00 7380.00 L
129 l2601 20250822 7378.0 ... 7385.00 7375.00 L
130 l2602 20250822 7368.0 ... 7379.00 7371.00 L
131 l2603 20250822 7372.0 ... 7387.00 7380.00 L
132 l2604 20250822 7388.0 ... 7411.00 7403.00 L
133 l2605 20250822 7363.0 ... 7394.00 7371.00 L
134 l2606 20250822 7387.0 ... 7387.00 7372.00 L
135 l2607 20250822 7381.0 ... 7395.00 7387.00 L
136 l2608 20250822 7380.0 ... 7375.00 7362.00 L
137 lg2509 20250822 804.0 ... 801.00 807.50 LG
138 lg2511 20250822 826.0 ... 817.50 825.50 LG
139 lg2601 20250822 832.0 ... 826.50 831.50 LG
140 lg2603 20250822 835.5 ... 833.00 837.50 LG
141 lg2605 20250822 836.0 ... 833.00 836.00 LG
142 lg2607 20250822 836.0 ... 832.50 835.00 LG
143 lh2509 20250822 13805.0 ... 13780.00 13700.00 LH
144 lh2511 20250822 13925.0 ... 13885.00 13770.00 LH
145 lh2601 20250822 14205.0 ... 14190.00 14105.00 LH
146 lh2603 20250822 13345.0 ... 13325.00 13295.00 LH
147 lh2605 20250822 13780.0 ... 13765.00 13730.00 LH
148 lh2607 20250822 14200.0 ... 14195.00 14165.00 LH
149 m2509 20250822 3079.0 ... 3050.00 3088.00 M
150 m2511 20250822 3081.0 ... 3067.00 3107.00 M
151 m2512 20250822 3124.0 ... 3106.00 3146.00 M
152 m2601 20250822 3116.0 ... 3094.00 3128.00 M
153 m2603 20250822 3034.0 ... 3024.00 3039.00 M
154 m2605 20250822 2843.0 ... 2841.00 2848.00 M
155 m2607 20250822 2828.0 ... 2828.00 2826.00 M
156 m2608 20250822 2946.0 ... 2951.00 2952.00 M
157 p2509 20250822 9436.0 ... 9472.00 9482.00 P
158 p2510 20250822 9478.0 ... 9538.00 9540.00 P
159 p2511 20250822 9484.0 ... 9530.00 9538.00 P
160 p2512 20250822 9490.0 ... 9544.00 9532.00 P
161 p2601 20250822 9500.0 ... 9546.00 9554.00 P
162 p2602 20250822 9440.0 ... 9502.00 9508.00 P
163 p2603 20250822 9378.0 ... 9440.00 9430.00 P
164 p2604 20250822 9306.0 ... 9344.00 9326.00 P
165 p2605 20250822 9214.0 ... 9250.00 9242.00 P
166 p2606 20250822 9088.0 ... 9104.00 9098.00 P
167 p2607 20250822 8950.0 ... 8982.00 8988.00 P
168 p2608 20250822 8888.0 ... 8884.00 8986.00 P
169 pg2508 20250822 0.0 ... 3888.00 3888.00 PG
170 pg2509 20250822 3907.0 ... 3894.00 3906.00 PG
171 pg2510 20250822 4381.0 ... 4392.00 4386.00 PG
172 pg2511 20250822 4307.0 ... 4317.00 4304.00 PG
173 pg2512 20250822 4252.0 ... 4257.00 4236.00 PG
174 pg2601 20250822 4192.0 ... 4207.00 4180.00 PG
175 pg2602 20250822 4120.0 ... 4140.00 4117.00 PG
176 pg2603 20250822 4025.0 ... 4050.00 4026.00 PG
177 pg2604 20250822 4339.0 ... 4344.00 4327.00 PG
178 pg2605 20250822 4232.0 ... 4254.00 4235.00 PG
179 pg2606 20250822 4160.0 ... 4160.00 4170.00 PG
180 pg2607 20250822 0.0 ... 4100.00 4100.00 PG
181 pp2509 20250822 7016.0 ... 7006.00 7018.00 PP
182 pp2510 20250822 7013.0 ... 7004.00 7012.00 PP
183 pp2511 20250822 7023.0 ... 7021.00 7024.00 PP
184 pp2512 20250822 7043.0 ... 7039.00 7041.00 PP
185 pp2601 20250822 7048.0 ... 7044.00 7043.00 PP
186 pp2602 20250822 7028.0 ... 7023.00 7023.00 PP
187 pp2603 20250822 7032.0 ... 7028.00 7020.00 PP
188 pp2604 20250822 7038.0 ... 7058.00 7041.00 PP
189 pp2605 20250822 7058.0 ... 7068.00 7065.00 PP
190 pp2606 20250822 7024.0 ... 7037.00 7032.00 PP
191 pp2607 20250822 7020.0 ... 7022.00 7018.00 PP
192 pp2608 20250822 7045.0 ... 7045.00 7044.00 PP
193 rr2509 20250822 3586.0 ... 3580.00 3590.00 RR
194 rr2510 20250822 3612.0 ... 3612.00 3611.00 RR
195 rr2511 20250822 3613.0 ... 3611.00 3612.00 RR
196 rr2512 20250822 3610.0 ... 3610.00 3613.00 RR
197 rr2601 20250822 3622.0 ... 3620.00 3621.00 RR
198 rr2602 20250822 0.0 ... 3609.00 3609.00 RR
199 rr2603 20250822 3610.0 ... 3610.00 3607.00 RR
200 rr2604 20250822 0.0 ... 3613.00 3613.00 RR
201 rr2605 20250822 3615.0 ... 3615.00 3611.00 RR
202 rr2606 20250822 0.0 ... 3605.00 3605.00 RR
203 rr2607 20250822 0.0 ... 3625.00 3625.00 RR
204 rr2608 20250822 0.0 ... 3581.00 3581.00 RR
205 v2509 20250822 4857.0 ... 4870.00 4876.00 V
206 v2510 20250822 4896.0 ... 4908.00 4914.00 V
207 v2511 20250822 4931.0 ... 4939.00 4945.00 V
208 v2512 20250822 4980.0 ... 4977.00 4983.00 V
209 v2601 20250822 5000.0 ... 5004.00 5010.00 V
210 v2602 20250822 5037.0 ... 5044.00 5049.00 V
211 v2603 20250822 5075.0 ... 5080.00 5081.00 V
212 v2604 20250822 5265.0 ... 5268.00 5294.00 V
213 v2605 20250822 5280.0 ... 5297.00 5314.00 V
214 v2606 20250822 5331.0 ... 5328.00 5341.00 V
215 v2607 20250822 5362.0 ... 5356.00 5375.00 V
216 v2608 20250822 5370.0 ... 5370.00 5382.00 V
217 y2509 20250822 8426.0 ... 8470.00 8440.00 Y
218 y2511 20250822 8424.0 ... 8470.00 8434.00 Y
219 y2512 20250822 8438.0 ... 8488.00 8458.00 Y
220 y2601 20250822 8394.0 ... 8440.00 8404.00 Y
221 y2603 20250822 8336.0 ... 8378.00 8356.00 Y
222 y2605 20250822 8102.0 ... 8150.00 8112.00 Y
223 y2607 20250822 8054.0 ... 8084.00 8058.00 Y
224 y2608 20250822 8096.0 ... 8118.00 8112.00 Y
[225 rows x 12 columns]
2025-08-26 18:26:18,571 - future_1d - INFO - ak.get_dce_daily('2025-08-22') done
2025-08-26 18:26:20,315 - future_1d - INFO - save future_daily 2025-08-22 completed
symbol date open ... settle pre_settle variety
0 PS2509 20250825 52400.0 ... 52030.0 51190.0 PS
1 PS2510 20250825 53265.0 ... 52220.0 51315.0 PS
2 PS2511 20250825 52320.0 ... 52055.0 51205.0 PS
3 PS2512 20250825 54980.0 ... 54365.0 53460.0 PS
4 PS2601 20250825 54665.0 ... 54450.0 53525.0 PS
5 PS2602 20250825 55005.0 ... 54765.0 53685.0 PS
6 PS2603 20250825 55200.0 ... 54725.0 53835.0 PS
7 PS2604 20250825 56800.0 ... 55040.0 54070.0 PS
8 PS2605 20250825 54800.0 ... 54890.0 54020.0 PS
9 PS2606 20250825 57380.0 ... 57365.0 56705.0 PS
10 PS2607 20250825 57070.0 ... 57525.0 56840.0 PS
11 PS2608 20250825 57000.0 ... 57555.0 56955.0 PS
13 SI2509 20250825 8870.0 ... 8745.0 8620.0 SI
14 SI2510 20250825 8885.0 ... 8760.0 8665.0 SI
15 SI2511 20250825 8930.0 ... 8765.0 8670.0 SI
16 SI2512 20250825 9255.0 ... 9120.0 9005.0 SI
17 SI2601 20250825 9220.0 ... 9120.0 8990.0 SI
18 SI2602 20250825 9215.0 ... 9105.0 8970.0 SI
19 SI2603 20250825 9215.0 ... 9100.0 8990.0 SI
20 SI2604 20250825 9230.0 ... 9135.0 8995.0 SI
21 SI2605 20250825 9250.0 ... 9150.0 9010.0 SI
22 SI2606 20250825 9255.0 ... 9165.0 9025.0 SI
23 SI2607 20250825 9220.0 ... 9155.0 9025.0 SI
24 SI2608 20250825 9205.0 ... 9195.0 8975.0 SI
27 LC2509 20250825 82740.0 ... 80100.0 80160.0 LC
28 LC2510 20250825 80200.0 ... 79840.0 79940.0 LC
29 LC2511 20250825 81000.0 ... 79620.0 79620.0 LC
30 LC2512 20250825 80020.0 ... 79220.0 79160.0 LC
31 LC2601 20250825 80000.0 ... 78840.0 78820.0 LC
32 LC2602 20250825 81300.0 ... 79220.0 78260.0 LC
33 LC2603 20250825 80100.0 ... 78440.0 77920.0 LC
34 LC2604 20250825 79280.0 ... 77960.0 77800.0 LC
35 LC2605 20250825 78500.0 ... 77880.0 77860.0 LC
36 LC2606 20250825 79320.0 ... 77880.0 77520.0 LC
37 LC2607 20250825 78300.0 ... 77680.0 77580.0 LC
38 LC2608 20250825 79300.0 ... 78180.0 78180.0 LC
[36 rows x 12 columns]
2025-08-26 18:26:24,535 - future_1d - INFO - ak.get_gfex_daily('2025-08-25') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250825 8120.0 8214.0 ... 427020.91 8143.0 8090.0 AP
1 AP511 20250825 7988.0 8013.0 ... 2773.61 7947.0 7900.0 AP
2 AP512 20250825 7972.0 7979.0 ... 71.64 7960.0 7916.0 AP
3 AP601 20250825 8025.0 8124.0 ... 70108.70 8058.0 8001.0 AP
4 AP603 20250825 8007.0 8007.0 ... 63.67 7959.0 7923.0 AP
5 AP604 20250825 7960.0 8008.0 ... 111.58 7970.0 7943.0 AP
6 AP605 20250825 8055.0 8100.0 ... 812.10 8041.0 8003.0 AP
7 CF509 20250825 13800.0 13865.0 ... 254693.74 13815.0 13750.0 CF
8 CF511 20250825 13955.0 14080.0 ... 257264.09 14020.0 13945.0 CF
9 CF601 20250825 14050.0 14180.0 ... 1745785.95 14115.0 14015.0 CF
10 CF603 20250825 14005.0 14135.0 ... 2818.65 14060.0 13980.0 CF
11 CF605 20250825 14000.0 14135.0 ... 66017.68 14065.0 13990.0 CF
12 CF607 20250825 14020.0 14135.0 ... 337.84 14075.0 13980.0 CF
13 CJ509 20250825 10100.0 10240.0 ... 8682.33 10175.0 10160.0 CJ
14 CJ512 20250825 11145.0 11380.0 ... 11031.79 11285.0 11250.0 CJ
15 CJ601 20250825 11275.0 11495.0 ... 742167.00 11395.0 11345.0 CJ
16 CJ603 20250825 11305.0 11525.0 ... 6256.12 11425.0 11390.0 CJ
17 CJ605 20250825 11470.0 11625.0 ... 101844.62 11535.0 11500.0 CJ
18 CJ607 20250825 11630.0 11790.0 ... 825.32 11705.0 11670.0 CJ
19 CY509 20250825 20060.0 20135.0 ... 653.44 20105.0 20045.0 CY
20 CY510 20250825 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250825 20080.0 20195.0 ... 80714.19 20160.0 20075.0 CY
22 CY512 20250825 0.0 0.0 ... 0.00 19905.0 19905.0 CY
23 CY601 20250825 20140.0 20205.0 ... 1310.25 20160.0 20055.0 CY
24 CY602 20250825 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250825 0.0 0.0 ... 0.00 20295.0 20295.0 CY
26 CY604 20250825 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250825 20355.0 20405.0 ... 50.96 20385.0 20290.0 CY
28 CY606 20250825 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250825 0.0 0.0 ... 0.00 20205.0 20150.0 CY
30 CY608 20250825 20375.0 20375.0 ... 10.19 20375.0 20300.0 CY
31 FG509 20250825 1000.0 1020.0 ... 558552.14 1007.0 990.0 FG
32 FG510 20250825 1100.0 1127.0 ... 135314.07 1110.0 1077.0 FG
33 FG511 20250825 1087.0 1116.0 ... 169830.47 1099.0 1073.0 FG
34 FG512 20250825 1182.0 1218.0 ... 97518.60 1197.0 1170.0 FG
35 FG601 20250825 1176.0 1215.0 ... 6130583.98 1194.0 1165.0 FG
36 FG602 20250825 1236.0 1263.0 ... 3703.95 1245.0 1221.0 FG
37 FG603 20250825 1236.0 1262.0 ... 2127.95 1247.0 1221.0 FG
38 FG604 20250825 1275.0 1306.0 ... 1169.01 1293.0 1268.0 FG
39 FG605 20250825 1272.0 1298.0 ... 138074.36 1286.0 1261.0 FG
40 FG606 20250825 1299.0 1322.0 ... 2901.32 1312.0 1289.0 FG
41 FG607 20250825 1292.0 1316.0 ... 2475.78 1303.0 1284.0 FG
42 FG608 20250825 1316.0 1340.0 ... 943.30 1325.0 1303.0 FG
43 JR509 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250825 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250825 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250825 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250825 2294.0 2316.0 ... 65650.06 2306.0 2302.0 MA
53 MA510 20250825 2327.0 2350.0 ... 61450.53 2341.0 2337.0 MA
54 MA511 20250825 2350.0 2376.0 ... 103024.83 2365.0 2356.0 MA
55 MA512 20250825 2387.0 2415.0 ... 36861.61 2403.0 2394.0 MA
56 MA601 20250825 2406.0 2436.0 ... 1114015.17 2423.0 2410.0 MA
57 MA602 20250825 2423.0 2440.0 ... 102.15 2432.0 2415.0 MA
58 MA603 20250825 2429.0 2440.0 ... 165.20 2429.0 2416.0 MA
59 MA604 20250825 0.0 0.0 ... 0.00 2416.0 2402.0 MA
60 MA605 20250825 2386.0 2411.0 ... 34558.41 2400.0 2383.0 MA
61 MA606 20250825 2406.0 2406.0 ... 4.81 2406.0 2395.0 MA
62 MA607 20250825 2399.0 2417.0 ... 74.66 2408.0 2394.0 MA
63 MA608 20250825 2408.0 2414.0 ... 26.50 2409.0 2404.0 MA
64 OI509 20250825 9999.0 10025.0 ... 142680.44 9986.0 9946.0 OI
65 OI511 20250825 9969.0 9998.0 ... 418048.70 9948.0 9917.0 OI
66 OI601 20250825 9900.0 9945.0 ... 2939237.73 9890.0 9854.0 OI
67 OI603 20250825 9813.0 9865.0 ... 3060.39 9809.0 9769.0 OI
68 OI605 20250825 9714.0 9773.0 ... 44381.99 9720.0 9682.0 OI
69 OI607 20250825 9656.0 9706.0 ... 77.47 9684.0 9660.0 OI
70 PF509 20250825 6516.0 6526.0 ... 2379.48 6492.0 6512.0 PF
71 PF510 20250825 6612.0 6636.0 ... 441516.47 6604.0 6614.0 PF
72 PF511 20250825 6596.0 6626.0 ... 255519.16 6596.0 6594.0 PF
73 PF512 20250825 6580.0 6612.0 ... 95820.21 6582.0 6576.0 PF
74 PF601 20250825 6564.0 6604.0 ... 21254.43 6576.0 6568.0 PF
75 PF602 20250825 6582.0 6598.0 ... 62.52 6582.0 6578.0 PF
76 PF603 20250825 0.0 0.0 ... 0.00 6598.0 6592.0 PF
77 PF604 20250825 6636.0 6636.0 ... 3.32 6636.0 6622.0 PF
78 PF605 20250825 6662.0 6666.0 ... 26.61 6654.0 6642.0 PF
79 PF606 20250825 6670.0 6670.0 ... 3.34 6670.0 6656.0 PF
80 PF607 20250825 6676.0 6676.0 ... 3.34 6676.0 6656.0 PF
81 PF608 20250825 0.0 0.0 ... 0.00 6662.0 6662.0 PF
82 PK510 20250825 7998.0 8012.0 ... 74898.44 7976.0 8004.0 PK
83 PK511 20250825 7770.0 7816.0 ... 309107.08 7778.0 7792.0 PK
84 PK512 20250825 7800.0 7852.0 ... 62962.84 7824.0 7832.0 PK
85 PK601 20250825 7840.0 7910.0 ... 45139.91 7876.0 7896.0 PK
86 PK603 20250825 7870.0 7904.0 ... 540.77 7894.0 7896.0 PK
87 PK604 20250825 7890.0 7900.0 ... 149.91 7890.0 7896.0 PK
88 PK605 20250825 7898.0 7916.0 ... 6013.93 7892.0 7904.0 PK
89 PL601 20250825 6493.0 6514.0 ... 24664.38 6491.0 6473.0 PL
90 PL602 20250825 6543.0 6543.0 ... 65.33 6533.0 6503.0 PL
91 PL603 20250825 6527.0 6527.0 ... 13.05 6527.0 6501.0 PL
92 PL604 20250825 0.0 0.0 ... 0.00 6498.0 6498.0 PL
93 PL605 20250825 6376.0 6387.0 ... 38.30 6383.0 6393.0 PL
94 PL606 20250825 6522.0 6522.0 ... 64.79 6479.0 6483.0 PL
95 PL607 20250825 6512.0 6512.0 ... 13.02 6512.0 6535.0 PL
96 PL608 20250825 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250825 5930.0 5946.0 ... 6262.17 5906.0 5938.0 PR
104 PR510 20250825 6036.0 6064.0 ... 188128.83 6040.0 6038.0 PR
105 PR511 20250825 6038.0 6078.0 ... 900806.53 6050.0 6050.0 PR
106 PR512 20250825 6054.0 6074.0 ... 482316.77 6052.0 6048.0 PR
107 PR601 20250825 6036.0 6078.0 ... 8002.99 6056.0 6048.0 PR
108 PR602 20250825 0.0 0.0 ... 0.00 6070.0 6052.0 PR
109 PR603 20250825 6088.0 6088.0 ... 9.13 6088.0 6080.0 PR
110 PR604 20250825 6100.0 6130.0 ... 18.35 6116.0 6074.0 PR
111 PR605 20250825 6116.0 6138.0 ... 27.51 6114.0 6086.0 PR
112 PR606 20250825 0.0 0.0 ... 0.00 6080.0 6078.0 PR
113 PR607 20250825 0.0 0.0 ... 0.00 6082.0 6080.0 PR
114 PR608 20250825 0.0 0.0 ... 0.00 6080.0 6076.0 PR
115 PX509 20250825 7032.0 7080.0 ... 11944.43 7030.0 7046.0 PX
116 PX510 20250825 7000.0 7060.0 ... 186005.41 7024.0 7018.0 PX
117 PX511 20250825 6964.0 7024.0 ... 780053.76 6982.0 6966.0 PX
118 PX512 20250825 6928.0 6984.0 ... 100431.93 6946.0 6930.0 PX
119 PX601 20250825 6888.0 6950.0 ... 121920.99 6912.0 6894.0 PX
120 PX602 20250825 6916.0 6926.0 ... 6.92 6922.0 6874.0 PX
121 PX603 20250825 6912.0 6922.0 ... 6.92 6918.0 6880.0 PX
122 PX604 20250825 6882.0 6882.0 ... 3.44 6882.0 6884.0 PX
123 PX605 20250825 6924.0 6932.0 ... 457.53 6880.0 6890.0 PX
124 PX606 20250825 6890.0 6890.0 ... 37.83 6878.0 6880.0 PX
125 PX607 20250825 6848.0 6856.0 ... 23.99 6854.0 6854.0 PX
126 PX608 20250825 0.0 0.0 ... 0.00 6842.0 6842.0 PX
127 RI509 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250825 2579.0 2616.0 ... 32249.67 2602.0 2587.0 RM
134 RM511 20250825 2567.0 2609.0 ... 26845.36 2592.0 2572.0 RM
135 RM601 20250825 2544.0 2577.0 ... 794871.90 2559.0 2548.0 RM
136 RM603 20250825 2493.0 2509.0 ... 11263.05 2495.0 2491.0 RM
137 RM605 20250825 2469.0 2491.0 ... 100642.01 2478.0 2474.0 RM
138 RM607 20250825 2452.0 2470.0 ... 6358.99 2460.0 2456.0 RM
139 RM608 20250825 2525.0 2537.0 ... 126.42 2528.0 2521.0 RM
140 RS509 20250825 4844.0 4865.0 ... 150.33 4849.0 4860.0 RS
141 RS511 20250825 5292.0 5327.0 ... 10.62 5310.0 5313.0 RS
142 RS607 20250825 0.0 0.0 ... 0.00 5646.0 5646.0 RS
143 RS608 20250825 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250825 1229.0 1240.0 ... 180118.25 1230.0 1217.0 SA
145 SA510 20250825 1260.0 1278.0 ... 307924.33 1264.0 1251.0 SA
146 SA511 20250825 1267.0 1284.0 ... 427621.83 1268.0 1253.0 SA
147 SA512 20250825 1317.0 1345.0 ... 164658.44 1328.0 1305.0 SA
148 SA601 20250825 1328.0 1354.0 ... 5243657.41 1335.0 1314.0 SA
149 SA602 20250825 1341.0 1369.0 ... 7604.81 1352.0 1329.0 SA
150 SA603 20250825 1344.0 1370.0 ... 3814.67 1353.0 1333.0 SA
151 SA604 20250825 1378.0 1403.0 ... 2155.96 1386.0 1361.0 SA
152 SA605 20250825 1382.0 1408.0 ... 162697.26 1389.0 1368.0 SA
153 SA606 20250825 1390.0 1411.0 ... 1583.61 1394.0 1374.0 SA
154 SA607 20250825 1390.0 1410.0 ... 2062.71 1396.0 1375.0 SA
155 SA608 20250825 1410.0 1424.0 ... 1083.31 1407.0 1402.0 SA
156 SF509 20250825 5506.0 5526.0 ... 24864.99 5492.0 5442.0 SF
157 SF510 20250825 5520.0 5540.0 ... 117283.65 5502.0 5456.0 SF
158 SF511 20250825 5708.0 5728.0 ... 570425.22 5688.0 5630.0 SF
159 SF512 20250825 5692.0 5704.0 ... 41540.77 5662.0 5612.0 SF
160 SF601 20250825 5688.0 5700.0 ... 130777.77 5666.0 5606.0 SF
161 SF602 20250825 5630.0 5660.0 ... 614.41 5638.0 5570.0 SF
162 SF603 20250825 5818.0 5824.0 ... 60.98 5808.0 5754.0 SF
163 SF604 20250825 5822.0 5822.0 ... 26.10 5800.0 5752.0 SF
164 SF605 20250825 5800.0 5820.0 ... 1428.78 5796.0 5730.0 SF
165 SF606 20250825 5752.0 5778.0 ... 74.89 5762.0 5706.0 SF
166 SF607 20250825 5898.0 5920.0 ... 32.43 5898.0 5858.0 SF
167 SF608 20250825 0.0 0.0 ... 0.00 5860.0 5832.0 SF
168 SH509 20250825 2625.0 2625.0 ... 72818.76 2599.0 2607.0 SH
169 SH510 20250825 2772.0 2781.0 ... 614939.93 2751.0 2756.0 SH
170 SH511 20250825 2788.0 2804.0 ... 1118982.80 2774.0 2769.0 SH
171 SH512 20250825 2787.0 2800.0 ... 198008.45 2776.0 2765.0 SH
172 SH601 20250825 2745.0 2762.0 ... 4247537.75 2740.0 2726.0 SH
173 SH602 20250825 2749.0 2767.0 ... 5920.83 2745.0 2744.0 SH
174 SH603 20250825 2754.0 2773.0 ... 4106.67 2754.0 2743.0 SH
175 SH604 20250825 2792.0 2806.0 ... 704.24 2795.0 2785.0 SH
176 SH605 20250825 2796.0 2821.0 ... 47210.72 2802.0 2791.0 SH
177 SH606 20250825 2800.0 2811.0 ... 672.17 2801.0 2791.0 SH
178 SH607 20250825 2773.0 2787.0 ... 224.86 2776.0 2770.0 SH
179 SH608 20250825 2791.0 2800.0 ... 125.87 2797.0 2791.0 SH
180 SM509 20250825 5808.0 5826.0 ... 94681.69 5794.0 5724.0 SM
181 SM510 20250825 5784.0 5832.0 ... 79197.06 5800.0 5728.0 SM
182 SM511 20250825 5874.0 5904.0 ... 189750.85 5872.0 5794.0 SM
183 SM512 20250825 5882.0 5908.0 ... 25744.72 5880.0 5806.0 SM
184 SM601 20250825 5886.0 5914.0 ... 668615.47 5884.0 5808.0 SM
185 SM602 20250825 5912.0 5918.0 ... 218.23 5898.0 5824.0 SM
186 SM603 20250825 5912.0 5936.0 ... 230.57 5912.0 5846.0 SM
187 SM604 20250825 5914.0 5934.0 ... 26.63 5918.0 5852.0 SM
188 SM605 20250825 5948.0 5962.0 ... 9927.84 5932.0 5858.0 SM
189 SM606 20250825 5932.0 5956.0 ... 20.77 5936.0 5864.0 SM
190 SM607 20250825 5956.0 5972.0 ... 11.92 5960.0 5890.0 SM
191 SM608 20250825 0.0 0.0 ... 0.00 5964.0 5896.0 SM
192 SR509 20250825 5725.0 5739.0 ... 34401.81 5729.0 5721.0 SR
193 SR511 20250825 5659.0 5674.0 ... 140761.03 5665.0 5660.0 SR
194 SR601 20250825 5672.0 5696.0 ... 756583.90 5685.0 5673.0 SR
195 SR603 20250825 5646.0 5670.0 ... 1749.50 5662.0 5647.0 SR
196 SR605 20250825 5634.0 5650.0 ... 19023.78 5643.0 5632.0 SR
197 SR607 20250825 5636.0 5638.0 ... 816.96 5634.0 5622.0 SR
198 TA509 20250825 4860.0 4886.0 ... 235838.39 4844.0 4850.0 TA
199 TA510 20250825 4878.0 4914.0 ... 361810.98 4884.0 4884.0 TA
200 TA511 20250825 4874.0 4900.0 ... 228263.52 4870.0 4862.0 TA
201 TA512 20250825 4878.0 4900.0 ... 75837.02 4870.0 4864.0 TA
202 TA601 20250825 4878.0 4902.0 ... 1856164.03 4874.0 4864.0 TA
203 TA602 20250825 4888.0 4896.0 ... 136.47 4874.0 4868.0 TA
204 TA603 20250825 4900.0 4906.0 ... 310.41 4888.0 4872.0 TA
205 TA604 20250825 4882.0 4912.0 ... 66.01 4890.0 4880.0 TA
206 TA605 20250825 4900.0 4926.0 ... 31250.42 4902.0 4888.0 TA
207 TA606 20250825 4900.0 4916.0 ... 17.19 4912.0 4912.0 TA
208 TA607 20250825 4936.0 4938.0 ... 27.08 4924.0 4898.0 TA
209 TA608 20250825 4930.0 4930.0 ... 9.83 4914.0 4896.0 TA
210 UR509 20250825 1714.0 1725.0 ... 20573.49 1717.0 1724.0 UR
211 UR510 20250825 1722.0 1734.0 ... 20512.16 1726.0 1725.0 UR
212 UR511 20250825 1746.0 1754.0 ... 41468.09 1746.0 1747.0 UR
213 UR512 20250825 1742.0 1752.0 ... 714.88 1744.0 1744.0 UR
214 UR601 20250825 1741.0 1754.0 ... 677925.29 1746.0 1748.0 UR
215 UR602 20250825 1751.0 1752.0 ... 492.23 1746.0 1741.0 UR
216 UR603 20250825 1789.0 1789.0 ... 421.52 1786.0 1780.0 UR
217 UR604 20250825 1783.0 1789.0 ... 49.93 1783.0 1783.0 UR
218 UR605 20250825 1785.0 1795.0 ... 27554.88 1789.0 1787.0 UR
219 UR606 20250825 1784.0 1788.0 ... 164.12 1784.0 1780.0 UR
220 UR607 20250825 1799.0 1804.0 ... 75.59 1800.0 1793.0 UR
221 UR608 20250825 1793.0 1801.0 ... 75.35 1794.0 1789.0 UR
222 WH509 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-08-26 18:26:24,838 - future_1d - INFO - ak.get_czce_daily('2025-08-25') done
symbol date open ... settle pre_settle variety
0 IC2509 20250825 6836.000 ... 6904.000 6787.200 IC
1 IC2510 20250825 6820.000 ... 6872.000 6750.800 IC
2 IC2512 20250825 6750.000 ... 6786.600 6662.800 IC
3 IC2603 20250825 6643.800 ... 6665.800 6537.800 IC
4 IF2509 20250825 4425.000 ... 4458.400 4374.400 IF
5 IF2510 20250825 4410.600 ... 4451.600 4369.400 IF
6 IF2512 20250825 4410.000 ... 4441.400 4353.400 IF
7 IF2603 20250825 4400.000 ... 4423.400 4334.400 IF
8 IH2509 20250825 2959.000 ... 2983.600 2929.400 IH
9 IH2510 20250825 2958.400 ... 2982.800 2928.000 IH
10 IH2512 20250825 2960.000 ... 2986.000 2931.000 IH
11 IH2603 20250825 2965.000 ... 2988.200 2932.800 IH
12 IM2509 20250825 7400.000 ... 7423.000 7319.600 IM
13 IM2510 20250825 7361.200 ... 7374.000 7272.600 IM
14 IM2512 20250825 7242.000 ... 7273.600 7159.200 IM
15 IM2603 20250825 7081.200 ... 7121.800 7009.800 IM
16 T2509 20250825 107.765 ... 108.125 107.905 T
17 T2512 20250825 107.580 ... 107.925 107.655 T
18 T2603 20250825 107.355 ... 107.670 107.405 T
19 TF2509 20250825 105.460 ... 105.575 105.470 TF
20 TF2512 20250825 105.300 ... 105.515 105.370 TF
21 TF2603 20250825 105.350 ... 105.360 105.285 TF
22 TL2509 20250825 116.290 ... 117.150 116.440 TL
23 TL2512 20250825 115.680 ... 116.720 115.900 TL
24 TL2603 20250825 115.390 ... 116.370 115.540 TL
25 TS2509 20250825 102.318 ... 102.334 102.318 TS
26 TS2512 20250825 102.312 ... 102.390 102.318 TS
27 TS2603 20250825 102.278 ... 102.316 102.298 TS
[28 rows x 12 columns]
2025-08-26 18:26:25,138 - future_1d - INFO - ak.get_cffex_daily('2025-08-25') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250825 ... 79260 78710 CU
1 1 CU2510 20250825 ... 79290 78700 CU
2 2 CU2511 20250825 ... 79290 78660 CU
3 3 CU2512 20250825 ... 79230 78630 CU
4 4 CU2601 20250825 ... 79240 78630 CU
5 5 CU2602 20250825 ... 79250 78620 CU
6 6 CU2603 20250825 ... 79240 78630 CU
7 7 CU2604 20250825 ... 79260 78650 CU
8 8 CU2605 20250825 ... 79350 78710 CU
9 9 CU2606 20250825 ... 79290 78720 CU
10 10 CU2607 20250825 ... 79350 78720 CU
11 11 CU2608 20250825 ... 79380 78730 CU
12 12 BC2509 20250825 ... 70290 69810 BC
13 13 BC2510 20250825 ... 70380 69840 BC
14 14 BC2511 20250825 ... 70530 69880 BC
15 15 BC2512 20250825 ... 69780 69780 BC
16 16 BC2601 20250825 ... 70100 70100 BC
17 17 BC2602 20250825 ... 70100 70100 BC
18 18 BC2603 20250825 ... 70100 70100 BC
19 19 BC2604 20250825 ... 70100 70100 BC
20 20 BC2605 20250825 ... 69800 69800 BC
21 21 BC2606 20250825 ... 69790 69790 BC
22 22 BC2607 20250825 ... 69370 69370 BC
23 23 BC2608 20250825 ... 69370 69370 BC
24 24 AL2509 20250825 ... 20760 20685 AL
25 25 AL2510 20250825 ... 20740 20670 AL
26 26 AL2511 20250825 ... 20710 20630 AL
27 27 AL2512 20250825 ... 20670 20590 AL
28 28 AL2601 20250825 ... 20640 20570 AL
29 29 AL2602 20250825 ... 20665 20565 AL
30 30 AL2603 20250825 ... 20685 20605 AL
31 31 AL2604 20250825 ... 20710 20605 AL
32 32 AL2605 20250825 ... 20720 20625 AL
33 33 AL2606 20250825 ... 20725 20640 AL
34 34 AL2607 20250825 ... 20720 20630 AL
35 35 AL2608 20250825 ... 20730 20660 AL
36 36 ZN2509 20250825 ... 22365 22260 ZN
37 37 ZN2510 20250825 ... 22355 22245 ZN
38 38 ZN2511 20250825 ... 22350 22230 ZN
39 39 ZN2512 20250825 ... 22345 22225 ZN
40 40 ZN2601 20250825 ... 22350 22215 ZN
41 41 ZN2602 20250825 ... 22310 22225 ZN
42 42 ZN2603 20250825 ... 22380 22260 ZN
43 43 ZN2604 20250825 ... 22405 22275 ZN
44 44 ZN2605 20250825 ... 22400 22285 ZN
45 45 ZN2606 20250825 ... 22415 22315 ZN
46 46 ZN2607 20250825 ... 22450 22300 ZN
47 47 ZN2608 20250825 ... 22465 22320 ZN
48 48 PB2509 20250825 ... 16830 16760 PB
49 49 PB2510 20250825 ... 16845 16765 PB
50 50 PB2511 20250825 ... 16865 16770 PB
51 51 PB2512 20250825 ... 16885 16800 PB
52 52 PB2601 20250825 ... 16895 16830 PB
53 53 PB2602 20250825 ... 16945 16895 PB
54 54 PB2603 20250825 ... 16910 16855 PB
55 55 PB2604 20250825 ... 16900 16900 PB
56 56 PB2605 20250825 ... 17000 16955 PB
57 57 PB2606 20250825 ... 17055 16990 PB
58 58 PB2607 20250825 ... 16975 16975 PB
59 59 PB2608 20250825 ... 16990 16990 PB
60 60 NI2509 20250825 ... 120100 119460 NI
61 61 NI2510 20250825 ... 120270 119610 NI
62 62 NI2511 20250825 ... 120450 119780 NI
63 63 NI2512 20250825 ... 120680 120010 NI
64 64 NI2601 20250825 ... 120990 120330 NI
65 65 NI2602 20250825 ... 121350 120580 NI
66 66 NI2603 20250825 ... 121660 120810 NI
67 67 NI2604 20250825 ... 121850 121210 NI
68 68 NI2605 20250825 ... 122100 121370 NI
69 69 NI2606 20250825 ... 122600 121700 NI
70 70 NI2607 20250825 ... 122840 121990 NI
71 71 NI2608 20250825 ... 123310 122430 NI
72 72 SN2509 20250825 ... 269030 266330 SN
73 73 SN2510 20250825 ... 269340 266530 SN
74 74 SN2511 20250825 ... 269660 266670 SN
75 75 SN2512 20250825 ... 269710 266700 SN
76 76 SN2601 20250825 ... 269710 267070 SN
77 77 SN2602 20250825 ... 269800 267140 SN
78 78 SN2603 20250825 ... 270160 267450 SN
79 79 SN2604 20250825 ... 271600 268060 SN
80 80 SN2605 20250825 ... 271840 268340 SN
81 81 SN2606 20250825 ... 271820 268190 SN
82 82 SN2607 20250825 ... 271600 268340 SN
83 83 SN2608 20250825 ... 272450 269810 SN
84 84 AO2509 20250825 ... 3157 3127 AO
85 85 AO2510 20250825 ... 3151 3118 AO
86 86 AO2511 20250825 ... 3158 3125 AO
87 87 AO2512 20250825 ... 3167 3133 AO
88 88 AO2601 20250825 ... 3180 3142 AO
89 89 AO2602 20250825 ... 3173 3135 AO
90 90 AO2603 20250825 ... 3174 3134 AO
91 91 AO2604 20250825 ... 3172 3131 AO
92 92 AO2605 20250825 ... 3171 3134 AO
93 93 AO2606 20250825 ... 3175 3140 AO
94 94 AO2607 20250825 ... 3175 3140 AO
95 95 AO2608 20250825 ... 3186 3141 AO
96 96 AD2511 20250825 ... 20280 20190 AD
97 97 AD2512 20250825 ... 20275 20185 AD
98 98 AD2601 20250825 ... 20270 20160 AD
99 99 AD2602 20250825 ... 20210 20090 AD
100 100 AD2603 20250825 ... 20220 20050 AD
101 101 AD2604 20250825 ... 19975 19975 AD
102 102 AD2605 20250825 ... 19990 19925 AD
103 103 AD2606 20250825 ... 19765 19765 AD
104 104 AD2607 20250825 ... 19925 19925 AD
105 105 AD2608 20250825 ... 19925 19925 AD
106 106 AU2509 20250825 ... 778.3 773.94 AU
107 107 AU2510 20250825 ... 778.94 775.62 AU
108 108 AU2511 20250825 ... 780.54 776.98 AU
109 109 AU2512 20250825 ... 781.2 777.46 AU
110 110 AU2602 20250825 ... 783 779.6 AU
111 111 AU2604 20250825 ... 785.58 781.08 AU
112 112 AU2606 20250825 ... 787.32 782.52 AU
113 113 AU2608 20250825 ... 789.1 784.74 AU
114 114 AG2509 20250825 ... 9331 9207 AG
115 115 AG2510 20250825 ... 9344 9220 AG
116 116 AG2511 20250825 ... 9342 9228 AG
117 117 AG2512 20250825 ... 9364 9239 AG
118 118 AG2601 20250825 ... 9367 9252 AG
119 119 AG2602 20250825 ... 9376 9265 AG
120 120 AG2603 20250825 ... 9388 9278 AG
121 121 AG2604 20250825 ... 9400 9289 AG
122 122 AG2605 20250825 ... 9410 9302 AG
123 123 AG2606 20250825 ... 9431 9318 AG
124 124 AG2607 20250825 ... 9451 9331 AG
125 125 AG2608 20250825 ... 9471 9352 AG
126 126 RB2509 20250825 ... 3119 3100 RB
127 127 RB2510 20250825 ... 3144 3116 RB
128 128 RB2511 20250825 ... 3154 3130 RB
129 129 RB2512 20250825 ... 3211 3178 RB
130 130 RB2601 20250825 ... 3224 3194 RB
131 131 RB2602 20250825 ... 3209 3183 RB
132 132 RB2603 20250825 ... 3226 3198 RB
133 133 RB2604 20250825 ... 3244 3216 RB
134 134 RB2605 20250825 ... 3258 3231 RB
135 135 RB2606 20250825 ... 3272 3245 RB
136 136 RB2607 20250825 ... 3285 3258 RB
137 137 RB2608 20250825 ... 3282 3262 RB
138 138 WR2509 20250825 ... 3342 3342 WR
139 139 WR2510 20250825 ... 3387 3360 WR
140 140 WR2511 20250825 ... 3373 3347 WR
141 141 WR2512 20250825 ... 3486 3459 WR
142 142 WR2601 20250825 ... 3380 3372 WR
143 143 WR2602 20250825 ... 3503 3503 WR
144 144 WR2603 20250825 ... 3438 3438 WR
145 145 WR2604 20250825 ... 3455 3455 WR
146 146 WR2605 20250825 ... 3429 3455 WR
147 147 WR2606 20250825 ... 3435 3407 WR
148 148 WR2607 20250825 ... 3453 3522 WR
149 149 WR2608 20250825 ... 3477 3547 WR
150 150 HC2509 20250825 ... 3416 3387 HC
151 151 HC2510 20250825 ... 3391 3358 HC
152 152 HC2511 20250825 ... 3389 3357 HC
153 153 HC2512 20250825 ... 3390 3356 HC
154 154 HC2601 20250825 ... 3378 3346 HC
155 155 HC2602 20250825 ... 3379 3353 HC
156 156 HC2603 20250825 ... 3384 3351 HC
157 157 HC2604 20250825 ... 3384 3355 HC
158 158 HC2605 20250825 ... 3385 3356 HC
159 159 HC2606 20250825 ... 3391 3365 HC
160 160 HC2607 20250825 ... 3401 3371 HC
161 161 HC2608 20250825 ... 3396 3374 HC
162 162 SS2509 20250825 ... 12750 12685 SS
163 163 SS2510 20250825 ... 12830 12755 SS
164 164 SS2511 20250825 ... 12900 12830 SS
165 165 SS2512 20250825 ... 12945 12860 SS
166 166 SS2601 20250825 ... 13000 12920 SS
167 167 SS2602 20250825 ... 13020 12950 SS
168 168 SS2603 20250825 ... 13095 13015 SS
169 169 SS2604 20250825 ... 13180 13075 SS
170 170 SS2605 20250825 ... 13220 13140 SS
171 171 SS2606 20250825 ... 13285 13190 SS
172 172 SS2607 20250825 ... 13345 13240 SS
173 173 SS2608 20250825 ... 13300 13300 SS
174 174 SC2509 20250825 ... 486.8 485.6 SC
175 175 SC2510 20250825 ... 493.5 491 SC
176 176 SC2511 20250825 ... 491.9 489.6 SC
177 177 SC2512 20250825 ... 489.5 487.8 SC
178 178 SC2601 20250825 ... 488.1 486.8 SC
179 179 SC2602 20250825 ... 486.9 486.5 SC
180 180 SC2603 20250825 ... 485.7 485.8 SC
181 181 SC2604 20250825 ... 485.5 484.4 SC
182 182 SC2605 20250825 ... 483.1 483.7 SC
183 183 SC2606 20250825 ... 483.4 483.3 SC
184 184 SC2607 20250825 ... 481.1 482.8 SC
185 185 SC2608 20250825 ... 482.2 482 SC
186 186 SC2609 20250825 ... 480.7 480.6 SC
187 187 SC2612 20250825 ... 483.6 481.2 SC
188 188 SC2703 20250825 ... 478.9 481.1 SC
189 189 SC2706 20250825 ... 481.1 481.1 SC
190 190 SC2709 20250825 ... 480.1 475 SC
191 191 SC2712 20250825 ... 479.2 478.4 SC
192 192 SC2803 20250825 ... 479.5 469.9 SC
193 193 SC2806 20250825 ... 471.9 467.9 SC
194 194 LU2509 20250825 ... 3452 3488 LU
195 195 LU2510 20250825 ... 3511 3469 LU
196 196 LU2511 20250825 ... 3521 3467 LU
197 197 LU2512 20250825 ... 3508 3453 LU
198 198 LU2601 20250825 ... 3488 3433 LU
199 199 LU2602 20250825 ... 3465 3423 LU
200 200 LU2603 20250825 ... 3458 3420 LU
201 201 LU2604 20250825 ... 3455 3418 LU
202 202 LU2605 20250825 ... 3443 3405 LU
203 203 LU2606 20250825 ... 3438 3407 LU
204 204 LU2607 20250825 ... 3434 3407 LU
205 205 LU2608 20250825 ... 3435 3401 LU
206 206 FU2509 20250825 ... 2805 2765 FU
207 207 FU2510 20250825 ... 2878 2767 FU
208 208 FU2511 20250825 ... 2848 2763 FU
209 209 FU2512 20250825 ... 2829 2756 FU
210 210 FU2601 20250825 ... 2812 2750 FU
211 211 FU2602 20250825 ... 2806 2750 FU
212 212 FU2603 20250825 ... 2793 2747 FU
213 213 FU2604 20250825 ... 2786 2745 FU
214 214 FU2605 20250825 ... 2782 2742 FU
215 215 FU2606 20250825 ... 2771 2735 FU
216 216 FU2607 20250825 ... 2749 2718 FU
217 217 FU2608 20250825 ... 2732 2705 FU
218 218 BU2509 20250825 ... 3540 3512 BU
219 219 BU2510 20250825 ... 3504 3479 BU
220 220 BU2511 20250825 ... 3470 3437 BU
221 221 BU2512 20250825 ... 3422 3388 BU
222 222 BU2601 20250825 ... 3386 3349 BU
223 223 BU2602 20250825 ... 3388 3357 BU
224 224 BU2603 20250825 ... 3385 3355 BU
225 225 BU2604 20250825 ... 3357 3357 BU
226 226 BU2605 20250825 ... 3381 3357 BU
227 227 BU2606 20250825 ... 3372 3352 BU
228 228 BU2607 20250825 ... 3347 3347 BU
229 229 BU2608 20250825 ... 3356 3317 BU
230 230 BU2609 20250825 ... 3361 3326 BU
231 231 BU2612 20250825 ... 3319 3304 BU
232 232 BU2703 20250825 ... 3335 3310 BU
233 233 BU2706 20250825 ... 3340 3321 BU
234 234 BR2509 20250825 ... 11920 11695 BR
235 235 BR2510 20250825 ... 11925 11700 BR
236 236 BR2511 20250825 ... 11915 11685 BR
237 237 BR2512 20250825 ... 11920 11695 BR
238 238 BR2601 20250825 ... 11920 11715 BR
239 239 BR2602 20250825 ... 11960 11760 BR
240 240 BR2603 20250825 ... 11975 11770 BR
241 241 BR2604 20250825 ... 12025 11770 BR
242 242 BR2605 20250825 ... 12030 11830 BR
243 243 BR2606 20250825 ... 12115 11880 BR
244 244 BR2607 20250825 ... 12080 12010 BR
245 245 BR2608 20250825 ... 12005 11825 BR
246 246 RU2509 20250825 ... 14850 14670 RU
247 247 RU2510 20250825 ... 14840 14680 RU
248 248 RU2511 20250825 ... 14850 14650 RU
249 249 RU2601 20250825 ... 15840 15640 RU
250 250 RU2603 20250825 ... 15915 15645 RU
251 251 RU2604 20250825 ... 15920 15700 RU
252 252 RU2605 20250825 ... 15955 15730 RU
253 253 RU2606 20250825 ... 15945 15765 RU
254 254 RU2607 20250825 ... 16035 15740 RU
255 255 RU2608 20250825 ... 16090 15940 RU
256 256 NR2509 20250825 ... 12665 12455 NR
257 257 NR2510 20250825 ... 12720 12515 NR
258 258 NR2511 20250825 ... 12750 12540 NR
259 259 NR2512 20250825 ... 12790 12565 NR
260 260 NR2601 20250825 ... 12805 12595 NR
261 261 NR2602 20250825 ... 12775 12570 NR
262 262 NR2603 20250825 ... 12735 12600 NR
263 263 NR2604 20250825 ... 12760 12650 NR
264 264 NR2605 20250825 ... 12915 12605 NR
265 265 NR2606 20250825 ... 12745 12745 NR
266 266 NR2607 20250825 ... 12780 12650 NR
267 267 NR2608 20250825 ... 12780 12650 NR
268 268 SP2509 20250825 ... 5084 5068 SP
269 269 SP2510 20250825 ... 5110 5072 SP
270 270 SP2511 20250825 ... 5130 5092 SP
271 271 SP2512 20250825 ... 5144 5110 SP
272 272 SP2601 20250825 ... 5398 5360 SP
273 273 SP2602 20250825 ... 5382 5324 SP
274 274 SP2603 20250825 ... 5394 5326 SP
275 275 SP2604 20250825 ... 5378 5328 SP
276 276 SP2605 20250825 ... 5392 5338 SP
277 277 SP2606 20250825 ... 5402 5332 SP
278 278 SP2607 20250825 ... 5412 5350 SP
279 279 SP2608 20250825 ... 5416 5356 SP
280 280 EC2508 20250825 ... 2129.8 2125 EC
281 281 EC2510 20250825 ... 1356.3 1324 EC
282 282 EC2512 20250825 ... 1691 1688.2 EC
283 283 EC2602 20250825 ... 1492.6 1485.3 EC
284 284 EC2604 20250825 ... 1294.4 1275.8 EC
285 285 EC2606 20250825 ... 1451.3 1451.2 EC
286 287 SC_TAS2510 20250825 ... SC_TAS
287 288 SC_TAS2511 20250825 ... SC_TAS
288 289 SC_TAS2512 20250825 ... SC_TAS
[289 rows x 13 columns]
2025-08-26 18:26:25,258 - future_1d - INFO - ak.get_shfe_daily('2025-08-25') done
symbol date open high ... turnover settle pre_settle variety
0 SC2509 20250825 487 488.7 ... 57692.29 486.8 485.6 SC
1 SC2510 20250825 494 495.8 ... 5075120.08 493.5 491 SC
2 SC2511 20250825 492.5 494.1 ... 576690 491.9 489.6 SC
3 SC2512 20250825 489.5 491.5 ... 215543.48 489.5 487.8 SC
4 SC2601 20250825 488.4 489.9 ... 25333.7 488.1 486.8 SC
5 SC2602 20250825 486.6 488.4 ... 4236.7 486.9 486.5 SC
6 SC2603 20250825 486.2 487.6 ... 6169.38 485.7 485.8 SC
7 SC2604 20250825 484.9 488.5 ... 5292.01 485.5 484.4 SC
8 SC2605 20250825 484.1 485.1 ... 3623.98 483.1 483.7 SC
9 SC2606 20250825 482.8 484.9 ... 5366.02 483.4 483.3 SC
10 SC2607 20250825 482.6 482.6 ... 144.35 481.1 482.8 SC
11 SC2608 20250825 482.9 483.2 ... 578.71 482.2 482 SC
12 SC2609 20250825 481.2 481.2 ... 288.44 480.7 480.6 SC
13 SC2612 20250825 483.6 483.7 ... 193.45 483.6 481.2 SC
14 SC2703 20250825 478.9 478.9 ... 47.89 478.9 481.1 SC
15 SC2706 20250825 ... 0 481.1 481.1 SC
16 SC2709 20250825 480 482.5 ... 1152.28 480.1 475 SC
17 SC2712 20250825 477.2 481 ... 958.49 479.2 478.4 SC
18 SC2803 20250825 479.5 479.5 ... 47.95 479.5 469.9 SC
19 SC2806 20250825 469.3 475.9 ... 896.63 471.9 467.9 SC
21 LU2509 20250825 3440 3548 ... 1173.787 3452 3488 LU
22 LU2510 20250825 3504 3532 ... 82723.748 3511 3469 LU
23 LU2511 20250825 3500 3531 ... 434045.122 3521 3467 LU
24 LU2512 20250825 3489 3521 ... 47729.7 3508 3453 LU
25 LU2601 20250825 3461 3499 ... 12132.053 3488 3433 LU
26 LU2602 20250825 3453 3476 ... 86.634 3465 3423 LU
27 LU2603 20250825 3445 3469 ... 38.042 3458 3420 LU
28 LU2604 20250825 3447 3463 ... 48.372 3455 3418 LU
29 LU2605 20250825 3409 3460 ... 199.719 3443 3405 LU
30 LU2606 20250825 3427 3451 ... 24.07 3438 3407 LU
31 LU2607 20250825 3425 3448 ... 48.084 3434 3407 LU
32 LU2608 20250825 3426 3446 ... 27.482 3435 3401 LU
34 NR2509 20250825 12500 12785 ... 31928.135 12665 12455 NR
35 NR2510 20250825 12570 12845 ... 1079578.47 12720 12515 NR
36 NR2511 20250825 12580 12860 ... 275391.085 12750 12540 NR
37 NR2512 20250825 12620 12880 ... 11771.35 12790 12565 NR
38 NR2601 20250825 12650 12910 ... 96347.26 12805 12595 NR
39 NR2602 20250825 12645 12895 ... 1214.065 12775 12570 NR
40 NR2603 20250825 12725 12885 ... 318.415 12735 12600 NR
41 NR2604 20250825 12770 12775 ... 38.285 12760 12650 NR
42 NR2605 20250825 12915 12915 ... 12.915 12915 12605 NR
43 NR2606 20250825 ... 0 12745 12745 NR
44 NR2607 20250825 ... 0 12780 12650 NR
45 NR2608 20250825 ... 0 12780 12650 NR
47 BC2509 20250825 69780 70880 ... 115669.915 70290 69810 BC
48 BC2510 20250825 69880 70940 ... 48212.825 70380 69840 BC
49 BC2511 20250825 70490 70650 ... 141.07 70530 69880 BC
50 BC2512 20250825 ... 0 69780 69780 BC
51 BC2601 20250825 ... 0 70100 70100 BC
52 BC2602 20250825 ... 0 70100 70100 BC
53 BC2603 20250825 ... 0 70100 70100 BC
54 BC2604 20250825 ... 0 70100 70100 BC
55 BC2605 20250825 ... 0 69800 69800 BC
56 BC2606 20250825 ... 0 69790 69790 BC
57 BC2607 20250825 ... 0 69370 69370 BC
58 BC2608 20250825 ... 0 69370 69370 BC
60 EC2508 20250825 2123 2136 ... 1469.589 2129.8 2125 EC
61 EC2510 20250825 1323 1379.4 ... 266069.164 1356.3 1324 EC
62 EC2512 20250825 1680 1711.6 ... 61630.013 1691 1688.2 EC
63 EC2602 20250825 1480.1 1521 ... 7985.4335 1492.6 1485.3 EC
64 EC2604 20250825 1287.9 1309.8 ... 8077.539 1294.4 1275.8 EC
65 EC2606 20250825 1446 1470 ... 1015.9595 1451.3 1451.2 EC
68 SC_TAS2510 20250825 ... SC_TAS
69 SC_TAS2511 20250825 ... SC_TAS
70 SC_TAS2512 20250825 ... SC_TAS
[65 rows x 12 columns]
2025-08-26 18:26:25,327 - future_1d - INFO - ak.get_ine_daily('2025-08-25') done
symbol date open ... settle pre_settle variety
0 a2509 20250825 4109.00 ... 4114.00 4106.00 A
1 a2511 20250825 3988.00 ... 3998.00 3989.00 A
2 a2601 20250825 4009.00 ... 4003.00 3993.00 A
3 a2603 20250825 4000.00 ... 4010.00 4000.00 A
4 a2605 20250825 4048.00 ... 4054.00 4042.00 A
5 a2607 20250825 4049.00 ... 4056.00 4041.00 A
6 b2509 20250825 3722.00 ... 3718.00 3725.00 B
7 b2510 20250825 3755.00 ... 3763.00 3765.00 B
8 b2511 20250825 3801.00 ... 3815.00 3806.00 B
9 b2512 20250825 3831.00 ... 3849.00 3833.00 B
10 b2601 20250825 3815.00 ... 3839.00 3819.00 B
11 b2602 20250825 3793.00 ... 3813.00 3791.00 B
12 b2603 20250825 3739.00 ... 3749.00 3737.00 B
13 b2604 20250825 3636.00 ... 3647.00 3640.00 B
14 b2605 20250825 3565.00 ... 3577.00 3572.00 B
15 b2606 20250825 3557.00 ... 3563.00 3554.00 B
16 b2607 20250825 3545.00 ... 3556.00 3545.00 B
17 b2608 20250825 3618.00 ... 3619.00 3619.00 B
18 bb2509 20250825 0.00 ... 143.15 143.15 BB
19 bb2511 20250825 145.75 ... 145.00 146.55 BB
20 bb2601 20250825 148.05 ... 146.90 147.20 BB
21 bb2603 20250825 0.00 ... 146.70 146.95 BB
22 bb2605 20250825 0.00 ... 140.50 140.75 BB
23 bb2607 20250825 0.00 ... 146.25 146.50 BB
24 bz2603 20250825 6223.00 ... 6217.00 6214.00 BZ
25 bz2604 20250825 6197.00 ... 6182.00 6181.00 BZ
26 bz2605 20250825 6197.00 ... 6183.00 6168.00 BZ
27 bz2606 20250825 0.00 ... 6180.00 6180.00 BZ
28 bz2607 20250825 0.00 ... 6175.00 6175.00 BZ
29 c2509 20250825 2209.00 ... 2212.00 2197.00 C
30 c2511 20250825 2175.00 ... 2164.00 2157.00 C
31 c2601 20250825 2175.00 ... 2166.00 2159.00 C
32 c2603 20250825 2191.00 ... 2183.00 2177.00 C
33 c2605 20250825 2240.00 ... 2236.00 2233.00 C
34 c2607 20250825 2263.00 ... 2254.00 2251.00 C
35 cs2509 20250825 2590.00 ... 2578.00 2562.00 CS
36 cs2511 20250825 2498.00 ... 2491.00 2473.00 CS
37 cs2601 20250825 2518.00 ... 2520.00 2506.00 CS
38 cs2603 20250825 2543.00 ... 2531.00 2513.00 CS
39 cs2605 20250825 2600.00 ... 2596.00 2587.00 CS
40 cs2607 20250825 2607.00 ... 2599.00 2595.00 CS
41 eb2508 20250825 0.00 ... 7000.00 7000.00 EB
42 eb2509 20250825 7337.00 ... 7357.00 7319.00 EB
43 eb2510 20250825 7380.00 ... 7380.00 7346.00 EB
44 eb2511 20250825 7365.00 ... 7388.00 7352.00 EB
45 eb2512 20250825 7389.00 ... 7394.00 7361.00 EB
46 eb2601 20250825 7400.00 ... 7408.00 7371.00 EB
47 eb2602 20250825 7388.00 ... 7423.00 7388.00 EB
48 eb2603 20250825 7482.00 ... 7435.00 7418.00 EB
49 eb2604 20250825 7509.00 ... 7469.00 7422.00 EB
50 eb2605 20250825 7532.00 ... 7493.00 7456.00 EB
51 eb2606 20250825 7508.00 ... 7482.00 7453.00 EB
52 eb2607 20250825 0.00 ... 7341.00 7341.00 EB
53 eg2508 20250825 0.00 ... 4407.00 4407.00 EG
54 eg2509 20250825 4428.00 ... 4443.00 4423.00 EG
55 eg2510 20250825 4439.00 ... 4460.00 4447.00 EG
56 eg2511 20250825 4459.00 ... 4480.00 4459.00 EG
57 eg2512 20250825 4476.00 ... 4491.00 4469.00 EG
58 eg2601 20250825 4474.00 ... 4502.00 4478.00 EG
59 eg2602 20250825 4514.00 ... 4514.00 4489.00 EG
60 eg2603 20250825 4524.00 ... 4516.00 4496.00 EG
61 eg2604 20250825 4533.00 ... 4540.00 4511.00 EG
62 eg2605 20250825 4516.00 ... 4544.00 4516.00 EG
63 eg2606 20250825 0.00 ... 4524.00 4524.00 EG
64 eg2607 20250825 0.00 ... 4513.00 4513.00 EG
65 fb2509 20250825 1258.00 ... 1266.50 1258.00 FB
66 fb2510 20250825 1273.00 ... 1275.00 1276.00 FB
67 fb2511 20250825 1264.50 ... 1274.50 1273.50 FB
68 fb2512 20250825 1270.00 ... 1275.50 1273.50 FB
69 fb2601 20250825 1276.00 ... 1277.00 1274.00 FB
70 fb2602 20250825 1275.00 ... 1278.00 1277.50 FB
71 fb2603 20250825 0.00 ... 1313.50 1313.50 FB
72 fb2604 20250825 0.00 ... 1310.50 1310.50 FB
73 fb2605 20250825 0.00 ... 1311.00 1311.00 FB
74 fb2606 20250825 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250825 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250825 0.00 ... 1302.50 1302.50 FB
77 i2509 20250825 795.00 ... 800.00 789.00 I
78 i2510 20250825 785.00 ... 795.50 785.00 I
79 i2511 20250825 782.00 ... 793.00 782.50 I
80 i2512 20250825 779.50 ... 790.00 777.00 I
81 i2601 20250825 772.00 ... 782.00 769.50 I
82 i2602 20250825 765.00 ... 777.00 764.00 I
83 i2603 20250825 762.50 ... 772.50 759.50 I
84 i2604 20250825 757.50 ... 767.00 753.50 I
85 i2605 20250825 747.50 ... 759.00 746.00 I
86 i2606 20250825 746.50 ... 755.00 741.50 I
87 i2607 20250825 742.50 ... 750.50 738.00 I
88 i2608 20250825 738.00 ... 746.00 734.50 I
89 j2509 20250825 1625.00 ... 1650.00 1615.50 J
90 j2510 20250825 1648.00 ... 1662.00 1628.00 J
91 j2511 20250825 1666.50 ... 1686.00 1644.50 J
92 j2512 20250825 1686.00 ... 1712.00 1652.00 J
93 j2601 20250825 1679.00 ... 1722.50 1663.50 J
94 j2602 20250825 1735.50 ... 1739.50 1701.50 J
95 j2603 20250825 1755.00 ... 1755.00 1703.50 J
96 j2604 20250825 1800.00 ... 1800.00 1770.00 J
97 j2605 20250825 1778.50 ... 1819.50 1754.50 J
98 j2606 20250825 0.00 ... 1799.50 1776.50 J
99 j2607 20250825 1830.00 ... 1833.00 1782.50 J
100 j2608 20250825 1834.00 ... 1818.50 1764.00 J
101 jd2508 20250825 0.00 ... 2940.00 2940.00 JD
102 jd2509 20250825 2950.00 ... 2955.00 2904.00 JD
103 jd2510 20250825 3035.00 ... 3031.00 3026.00 JD
104 jd2511 20250825 3115.00 ... 3084.00 3084.00 JD
105 jd2512 20250825 3281.00 ... 3231.00 3266.00 JD
106 jd2601 20250825 3434.00 ... 3394.00 3429.00 JD
107 jd2602 20250825 3149.00 ... 3124.00 3133.00 JD
108 jd2603 20250825 3150.00 ... 3140.00 3159.00 JD
109 jd2604 20250825 3349.00 ... 3340.00 3362.00 JD
110 jd2605 20250825 3510.00 ... 3495.00 3513.00 JD
111 jd2606 20250825 3370.00 ... 3344.00 3358.00 JD
112 jd2607 20250825 3618.00 ... 3603.00 3607.00 JD
113 jm2509 20250825 1048.00 ... 1063.00 1029.50 JM
114 jm2510 20250825 1072.50 ... 1092.00 1049.50 JM
115 jm2511 20250825 1110.00 ... 1133.50 1080.50 JM
116 jm2512 20250825 1132.50 ... 1168.50 1111.00 JM
117 jm2601 20250825 1162.00 ... 1198.50 1141.50 JM
118 jm2602 20250825 1178.50 ... 1219.50 1158.00 JM
119 jm2603 20250825 1193.00 ... 1225.00 1169.50 JM
120 jm2604 20250825 1202.00 ... 1237.50 1177.00 JM
121 jm2605 20250825 1210.00 ... 1244.00 1185.50 JM
122 jm2606 20250825 1217.50 ... 1252.00 1193.00 JM
123 jm2607 20250825 1227.50 ... 1261.00 1204.50 JM
124 jm2608 20250825 1241.50 ... 1267.50 1209.00 JM
125 l2509 20250825 7325.00 ... 7352.00 7332.00 L
126 l2510 20250825 7358.00 ... 7381.00 7360.00 L
127 l2511 20250825 7379.00 ... 7402.00 7381.00 L
128 l2512 20250825 7393.00 ... 7413.00 7390.00 L
129 l2601 20250825 7390.00 ... 7411.00 7385.00 L
130 l2602 20250825 7388.00 ... 7404.00 7379.00 L
131 l2603 20250825 7395.00 ... 7401.00 7387.00 L
132 l2604 20250825 7419.00 ... 7427.00 7411.00 L
133 l2605 20250825 7395.00 ... 7414.00 7394.00 L
134 l2606 20250825 7402.00 ... 7407.00 7387.00 L
135 l2607 20250825 7425.00 ... 7416.00 7395.00 L
136 l2608 20250825 7440.00 ... 7426.00 7375.00 L
137 lg2509 20250825 804.50 ... 805.00 801.00 LG
138 lg2511 20250825 819.50 ... 818.00 817.50 LG
139 lg2601 20250825 827.00 ... 828.50 826.50 LG
140 lg2603 20250825 834.00 ... 835.00 833.00 LG
141 lg2605 20250825 836.50 ... 835.50 833.00 LG
142 lg2607 20250825 836.50 ... 835.50 832.50 LG
143 lh2509 20250825 13850.00 ... 13795.00 13780.00 LH
144 lh2511 20250825 13950.00 ... 13925.00 13885.00 LH
145 lh2601 20250825 14180.00 ... 14210.00 14190.00 LH
146 lh2603 20250825 13290.00 ... 13325.00 13325.00 LH
147 lh2605 20250825 13795.00 ... 13760.00 13765.00 LH
148 lh2607 20250825 14190.00 ... 14175.00 14195.00 LH
149 m2509 20250825 3036.00 ... 3061.00 3050.00 M
150 m2511 20250825 3052.00 ... 3080.00 3067.00 M
151 m2512 20250825 3101.00 ... 3122.00 3106.00 M
152 m2601 20250825 3094.00 ... 3110.00 3094.00 M
153 m2603 20250825 3015.00 ... 3031.00 3024.00 M
154 m2605 20250825 2831.00 ... 2841.00 2841.00 M
155 m2607 20250825 2823.00 ... 2832.00 2828.00 M
156 m2608 20250825 2940.00 ... 2955.00 2951.00 M
157 p2509 20250825 9516.00 ... 9530.00 9472.00 P
158 p2510 20250825 9574.00 ... 9604.00 9538.00 P
159 p2511 20250825 9592.00 ... 9602.00 9530.00 P
160 p2512 20250825 9594.00 ... 9604.00 9544.00 P
161 p2601 20250825 9612.00 ... 9614.00 9546.00 P
162 p2602 20250825 9554.00 ... 9564.00 9502.00 P
163 p2603 20250825 9492.00 ... 9494.00 9440.00 P
164 p2604 20250825 9408.00 ... 9408.00 9344.00 P
165 p2605 20250825 9298.00 ... 9324.00 9250.00 P
166 p2606 20250825 9160.00 ... 9184.00 9104.00 P
167 p2607 20250825 9046.00 ... 9086.00 8982.00 P
168 p2608 20250825 8974.00 ... 8948.00 8884.00 P
169 pg2508 20250825 0.00 ... 3888.00 3888.00 PG
170 pg2509 20250825 3875.00 ... 3871.00 3894.00 PG
171 pg2510 20250825 4399.00 ... 4420.00 4392.00 PG
172 pg2511 20250825 4310.00 ... 4339.00 4317.00 PG
173 pg2512 20250825 4245.00 ... 4279.00 4257.00 PG
174 pg2601 20250825 4206.00 ... 4227.00 4207.00 PG
175 pg2602 20250825 4140.00 ... 4156.00 4140.00 PG
176 pg2603 20250825 4068.00 ... 4068.00 4050.00 PG
177 pg2604 20250825 4364.00 ... 4365.00 4344.00 PG
178 pg2605 20250825 4262.00 ... 4278.00 4254.00 PG
179 pg2606 20250825 4200.00 ... 4209.00 4160.00 PG
180 pg2607 20250825 4102.00 ... 4122.00 4100.00 PG
181 pp2509 20250825 6991.00 ... 7019.00 7006.00 PP
182 pp2510 20250825 6995.00 ... 7018.00 7004.00 PP
183 pp2511 20250825 7015.00 ... 7036.00 7021.00 PP
184 pp2512 20250825 7035.00 ... 7055.00 7039.00 PP
185 pp2601 20250825 7033.00 ... 7067.00 7044.00 PP
186 pp2602 20250825 7023.00 ... 7045.00 7023.00 PP
187 pp2603 20250825 7024.00 ... 7039.00 7028.00 PP
188 pp2604 20250825 7055.00 ... 7066.00 7058.00 PP
189 pp2605 20250825 7068.00 ... 7086.00 7068.00 PP
190 pp2606 20250825 7042.00 ... 7050.00 7037.00 PP
191 pp2607 20250825 7013.00 ... 7031.00 7022.00 PP
192 pp2608 20250825 7049.00 ... 7047.00 7045.00 PP
193 rr2509 20250825 3578.00 ... 3576.00 3580.00 RR
194 rr2510 20250825 3611.00 ... 3610.00 3612.00 RR
195 rr2511 20250825 3613.00 ... 3613.00 3611.00 RR
196 rr2512 20250825 3610.00 ... 3608.00 3610.00 RR
197 rr2601 20250825 3625.00 ... 3622.00 3620.00 RR
198 rr2602 20250825 3608.00 ... 3608.00 3609.00 RR
199 rr2603 20250825 0.00 ... 3610.00 3610.00 RR
200 rr2604 20250825 0.00 ... 3613.00 3613.00 RR
201 rr2605 20250825 3615.00 ... 3615.00 3615.00 RR
202 rr2606 20250825 0.00 ... 3605.00 3605.00 RR
203 rr2607 20250825 0.00 ... 3625.00 3625.00 RR
204 rr2608 20250825 0.00 ... 3581.00 3581.00 RR
205 v2509 20250825 4908.00 ... 4899.00 4870.00 V
206 v2510 20250825 4919.00 ... 4936.00 4908.00 V
207 v2511 20250825 4946.00 ... 4971.00 4939.00 V
208 v2512 20250825 4990.00 ... 5010.00 4977.00 V
209 v2601 20250825 5019.00 ... 5045.00 5004.00 V
210 v2602 20250825 5056.00 ... 5083.00 5044.00 V
211 v2603 20250825 5090.00 ... 5116.00 5080.00 V
212 v2604 20250825 5300.00 ... 5318.00 5268.00 V
213 v2605 20250825 5305.00 ... 5346.00 5297.00 V
214 v2606 20250825 5360.00 ... 5366.00 5328.00 V
215 v2607 20250825 5376.00 ... 5406.00 5356.00 V
216 v2608 20250825 5390.00 ... 5408.00 5370.00 V
217 y2509 20250825 8496.00 ... 8514.00 8470.00 Y
218 y2511 20250825 8496.00 ... 8500.00 8470.00 Y
219 y2512 20250825 8520.00 ... 8520.00 8488.00 Y
220 y2601 20250825 8466.00 ... 8472.00 8440.00 Y
221 y2603 20250825 8382.00 ... 8380.00 8378.00 Y
222 y2605 20250825 8146.00 ... 8164.00 8150.00 Y
223 y2607 20250825 8096.00 ... 8104.00 8084.00 Y
224 y2608 20250825 8090.00 ... 8112.00 8118.00 Y
[225 rows x 12 columns]
2025-08-26 18:26:25,906 - future_1d - INFO - ak.get_dce_daily('2025-08-25') done
2025-08-26 18:26:27,639 - future_1d - INFO - save future_daily 2025-08-25 completed
symbol date open ... settle pre_settle variety
0 PS2509 20250826 52000.0 ... 51230.0 52030.0 PS
1 PS2510 20250826 51435.0 ... 51330.0 52220.0 PS
2 PS2511 20250826 51480.0 ... 51195.0 52055.0 PS
3 PS2512 20250826 53995.0 ... 53530.0 54365.0 PS
4 PS2601 20250826 54110.0 ... 53640.0 54450.0 PS
5 PS2602 20250826 53915.0 ... 53830.0 54765.0 PS
6 PS2603 20250826 53965.0 ... 53945.0 54725.0 PS
7 PS2604 20250826 54470.0 ... 54155.0 55040.0 PS
8 PS2605 20250826 54500.0 ... 54130.0 54890.0 PS
9 PS2606 20250826 56925.0 ... 56815.0 57365.0 PS
10 PS2607 20250826 57025.0 ... 56930.0 57525.0 PS
11 PS2608 20250826 57200.0 ... 57030.0 57555.0 PS
13 SI2509 20250826 8690.0 ... 8625.0 8745.0 SI
14 SI2510 20250826 8610.0 ... 8640.0 8760.0 SI
15 SI2511 20250826 8680.0 ... 8660.0 8765.0 SI
16 SI2512 20250826 9000.0 ... 9005.0 9120.0 SI
17 SI2601 20250826 9045.0 ... 9005.0 9120.0 SI
18 SI2602 20250826 8975.0 ... 9005.0 9105.0 SI
19 SI2603 20250826 9110.0 ... 8990.0 9100.0 SI
20 SI2604 20250826 9110.0 ... 8995.0 9135.0 SI
21 SI2605 20250826 9090.0 ... 9035.0 9150.0 SI
22 SI2606 20250826 9150.0 ... 9000.0 9165.0 SI
23 SI2607 20250826 9050.0 ... 9035.0 9155.0 SI
24 SI2608 20250826 8995.0 ... 8980.0 9195.0 SI
27 LC2509 20250826 78680.0 ... 79080.0 80100.0 LC
28 LC2510 20250826 79380.0 ... 79200.0 79840.0 LC
29 LC2511 20250826 79260.0 ... 79040.0 79620.0 LC
30 LC2512 20250826 78940.0 ... 78740.0 79220.0 LC
31 LC2601 20250826 78840.0 ... 78520.0 78840.0 LC
32 LC2602 20250826 77220.0 ... 77920.0 79220.0 LC
33 LC2603 20250826 78000.0 ... 77700.0 78440.0 LC
34 LC2604 20250826 77960.0 ... 77480.0 77960.0 LC
35 LC2605 20250826 77560.0 ... 77480.0 77880.0 LC
36 LC2606 20250826 77380.0 ... 77320.0 77880.0 LC
37 LC2607 20250826 77400.0 ... 77160.0 77680.0 LC
38 LC2608 20250826 77360.0 ... 77460.0 78180.0 LC
[36 rows x 12 columns]
2025-08-26 18:26:35,114 - future_1d - INFO - ak.get_gfex_daily('2025-08-26') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250826 8141.0 8186.0 ... 310738.07 8158.0 8143.0 AP
1 AP511 20250826 7979.0 7986.0 ... 2705.43 7957.0 7947.0 AP
2 AP512 20250826 7998.0 7998.0 ... 223.27 7974.0 7960.0 AP
3 AP601 20250826 8035.0 8078.0 ... 71069.61 8061.0 8058.0 AP
4 AP603 20250826 7959.0 7959.0 ... 31.83 7959.0 7959.0 AP
5 AP604 20250826 7986.0 7986.0 ... 79.74 7974.0 7970.0 AP
6 AP605 20250826 8032.0 8050.0 ... 434.00 8037.0 8041.0 AP
7 CF509 20250826 13845.0 13845.0 ... 157607.15 13810.0 13815.0 CF
8 CF511 20250826 14045.0 14070.0 ... 190269.14 14040.0 14020.0 CF
9 CF601 20250826 14135.0 14155.0 ... 1078975.90 14120.0 14115.0 CF
10 CF603 20250826 14085.0 14105.0 ... 894.34 14085.0 14060.0 CF
11 CF605 20250826 14095.0 14105.0 ... 50074.62 14075.0 14065.0 CF
12 CF607 20250826 14095.0 14100.0 ... 155.00 14090.0 14075.0 CF
13 CJ509 20250826 10120.0 10160.0 ... 6556.05 10100.0 10175.0 CJ
14 CJ512 20250826 11285.0 11340.0 ... 6622.27 11290.0 11285.0 CJ
15 CJ601 20250826 11385.0 11450.0 ... 489734.02 11395.0 11395.0 CJ
16 CJ603 20250826 11440.0 11475.0 ... 3621.67 11425.0 11425.0 CJ
17 CJ605 20250826 11530.0 11580.0 ... 48929.36 11540.0 11535.0 CJ
18 CJ607 20250826 11685.0 11730.0 ... 573.15 11695.0 11705.0 CJ
19 CY509 20250826 20115.0 20150.0 ... 332.04 20125.0 20105.0 CY
20 CY510 20250826 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250826 20155.0 20205.0 ... 54698.35 20160.0 20160.0 CY
22 CY512 20250826 0.0 0.0 ... 0.00 19905.0 19905.0 CY
23 CY601 20250826 20195.0 20195.0 ... 494.01 20165.0 20160.0 CY
24 CY602 20250826 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250826 0.0 0.0 ... 0.00 20295.0 20295.0 CY
26 CY604 20250826 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250826 20395.0 20395.0 ... 10.20 20395.0 20385.0 CY
28 CY606 20250826 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250826 0.0 0.0 ... 0.00 20205.0 20205.0 CY
30 CY608 20250826 0.0 0.0 ... 0.00 20295.0 20375.0 CY
31 FG509 20250826 1004.0 1008.0 ... 224144.38 995.0 1007.0 FG
32 FG510 20250826 1111.0 1114.0 ... 90061.11 1099.0 1110.0 FG
33 FG511 20250826 1098.0 1102.0 ... 136272.74 1088.0 1099.0 FG
34 FG512 20250826 1199.0 1200.0 ... 71599.93 1190.0 1197.0 FG
35 FG601 20250826 1189.0 1194.0 ... 3751837.04 1183.0 1194.0 FG
36 FG602 20250826 1239.0 1243.0 ... 2217.61 1235.0 1245.0 FG
37 FG603 20250826 1242.0 1245.0 ... 1521.44 1235.0 1247.0 FG
38 FG604 20250826 1287.0 1289.0 ... 473.59 1280.0 1293.0 FG
39 FG605 20250826 1281.0 1283.0 ... 60363.98 1271.0 1286.0 FG
40 FG606 20250826 1311.0 1313.0 ... 717.14 1304.0 1312.0 FG
41 FG607 20250826 1302.0 1302.0 ... 959.32 1293.0 1303.0 FG
42 FG608 20250826 1325.0 1325.0 ... 322.07 1320.0 1325.0 FG
43 JR509 20250826 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250826 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250826 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250826 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250826 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250826 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250826 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250826 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250826 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250826 2310.0 2312.0 ... 59181.07 2295.0 2306.0 MA
53 MA510 20250826 2342.0 2349.0 ... 44671.31 2330.0 2341.0 MA
54 MA511 20250826 2368.0 2373.0 ... 78705.15 2352.0 2365.0 MA
55 MA512 20250826 2406.0 2412.0 ... 24133.67 2393.0 2403.0 MA
56 MA601 20250826 2425.0 2430.0 ... 902158.84 2413.0 2423.0 MA
57 MA602 20250826 2433.0 2433.0 ... 130.45 2416.0 2432.0 MA
58 MA603 20250826 2434.0 2434.0 ... 94.19 2415.0 2429.0 MA
59 MA604 20250826 2415.0 2415.0 ... 31.26 2404.0 2416.0 MA
60 MA605 20250826 2401.0 2407.0 ... 34799.71 2394.0 2400.0 MA
61 MA606 20250826 2416.0 2416.0 ... 24.04 2404.0 2406.0 MA
62 MA607 20250826 2409.0 2409.0 ... 105.61 2400.0 2408.0 MA
63 MA608 20250826 2403.0 2408.0 ... 21.60 2400.0 2409.0 MA
64 OI509 20250826 10002.0 10030.0 ... 127501.72 10001.0 9986.0 OI
65 OI511 20250826 9953.0 9995.0 ... 642725.82 9961.0 9948.0 OI
66 OI601 20250826 9905.0 9934.0 ... 2964053.66 9897.0 9890.0 OI
67 OI603 20250826 9819.0 9850.0 ... 2638.20 9807.0 9809.0 OI
68 OI605 20250826 9725.0 9763.0 ... 35872.85 9724.0 9720.0 OI
69 OI607 20250826 9701.0 9731.0 ... 281.03 9691.0 9684.0 OI
70 PF509 20250826 6480.0 6558.0 ... 7063.63 6504.0 6492.0 PF
71 PF510 20250826 6606.0 6672.0 ... 539539.77 6624.0 6604.0 PF
72 PF511 20250826 6606.0 6658.0 ... 233675.02 6612.0 6596.0 PF
73 PF512 20250826 6576.0 6640.0 ... 91509.86 6590.0 6582.0 PF
74 PF601 20250826 6586.0 6634.0 ... 24432.27 6596.0 6576.0 PF
75 PF602 20250826 6582.0 6606.0 ... 79.14 6596.0 6582.0 PF
76 PF603 20250826 6598.0 6646.0 ... 82.68 6614.0 6598.0 PF
77 PF604 20250826 6624.0 6702.0 ... 79.74 6646.0 6636.0 PF
78 PF605 20250826 6640.0 6692.0 ... 103.19 6658.0 6654.0 PF
79 PF606 20250826 6678.0 6678.0 ... 16.70 6678.0 6670.0 PF
80 PF607 20250826 6678.0 6678.0 ... 3.34 6678.0 6676.0 PF
81 PF608 20250826 0.0 0.0 ... 0.00 6662.0 6662.0 PF
82 PK510 20250826 7988.0 8082.0 ... 102350.12 8038.0 7976.0 PK
83 PK511 20250826 7790.0 7844.0 ... 270531.01 7812.0 7778.0 PK
84 PK512 20250826 7850.0 7868.0 ... 49526.52 7842.0 7824.0 PK
85 PK601 20250826 7902.0 7920.0 ... 27720.63 7898.0 7876.0 PK
86 PK603 20250826 7892.0 7914.0 ... 39.53 7906.0 7894.0 PK
87 PK604 20250826 7900.0 7912.0 ... 27.66 7902.0 7890.0 PK
88 PK605 20250826 7896.0 7920.0 ... 2307.81 7904.0 7892.0 PK
89 PL601 20250826 6500.0 6501.0 ... 14481.85 6482.0 6491.0 PL
90 PL602 20250826 6530.0 6538.0 ... 130.56 6528.0 6533.0 PL
91 PL603 20250826 6501.0 6516.0 ... 91.00 6500.0 6527.0 PL
92 PL604 20250826 0.0 0.0 ... 0.00 6498.0 6498.0 PL
93 PL605 20250826 6385.0 6400.0 ... 51.13 6391.0 6383.0 PL
94 PL606 20250826 0.0 0.0 ... 0.00 6479.0 6479.0 PL
95 PL607 20250826 0.0 0.0 ... 0.00 6512.0 6512.0 PL
96 PL608 20250826 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250826 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250826 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250826 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250826 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250826 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250826 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250826 5898.0 5906.0 ... 7617.03 5892.0 5906.0 PR
104 PR510 20250826 6044.0 6094.0 ... 190747.61 6052.0 6040.0 PR
105 PR511 20250826 6056.0 6104.0 ... 692223.76 6058.0 6050.0 PR
106 PR512 20250826 6048.0 6100.0 ... 314010.49 6052.0 6052.0 PR
107 PR601 20250826 6062.0 6100.0 ... 9156.29 6062.0 6056.0 PR
108 PR602 20250826 0.0 0.0 ... 0.00 6070.0 6070.0 PR
109 PR603 20250826 6072.0 6110.0 ... 27.41 6092.0 6088.0 PR
110 PR604 20250826 6068.0 6122.0 ... 73.04 6088.0 6116.0 PR
111 PR605 20250826 6070.0 6116.0 ... 54.85 6094.0 6114.0 PR
112 PR606 20250826 0.0 0.0 ... 0.00 6080.0 6080.0 PR
113 PR607 20250826 0.0 0.0 ... 0.00 6082.0 6082.0 PR
114 PR608 20250826 0.0 0.0 ... 0.00 6080.0 6080.0 PR
115 PX509 20250826 7028.0 7134.0 ... 24655.50 7048.0 7030.0 PX
116 PX510 20250826 7002.0 7194.0 ... 418737.80 7088.0 7024.0 PX
117 PX511 20250826 6970.0 7154.0 ... 1558283.36 7050.0 6982.0 PX
118 PX512 20250826 6940.0 7068.0 ... 98818.19 6982.0 6946.0 PX
119 PX601 20250826 6908.0 7016.0 ... 210696.78 6954.0 6912.0 PX
120 PX602 20250826 6924.0 6986.0 ... 66.04 6952.0 6922.0 PX
121 PX603 20250826 6922.0 6990.0 ... 17.35 6940.0 6918.0 PX
122 PX604 20250826 6904.0 6960.0 ... 114.56 6944.0 6882.0 PX
123 PX605 20250826 6892.0 6992.0 ... 409.93 6948.0 6880.0 PX
124 PX606 20250826 6878.0 6890.0 ... 13.77 6886.0 6878.0 PX
125 PX607 20250826 6848.0 6922.0 ... 13.75 6878.0 6854.0 PX
126 PX608 20250826 6818.0 6818.0 ... 3.41 6818.0 6842.0 PX
127 RI509 20250826 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250826 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250826 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250826 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250826 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250826 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250826 2603.0 2623.0 ... 27792.40 2606.0 2602.0 RM
134 RM511 20250826 2592.0 2598.0 ... 15333.26 2577.0 2592.0 RM
135 RM601 20250826 2552.0 2567.0 ... 789943.69 2544.0 2559.0 RM
136 RM603 20250826 2494.0 2502.0 ... 8525.88 2484.0 2495.0 RM
137 RM605 20250826 2480.0 2488.0 ... 127689.99 2474.0 2478.0 RM
138 RM607 20250826 2456.0 2466.0 ... 9584.33 2455.0 2460.0 RM
139 RM608 20250826 2531.0 2532.0 ... 178.99 2521.0 2528.0 RM
140 RS509 20250826 4842.0 4875.0 ... 72.78 4852.0 4849.0 RS
141 RS511 20250826 5288.0 5288.0 ... 26.34 5268.0 5310.0 RS
142 RS607 20250826 5635.0 5669.0 ... 90.28 5643.0 5646.0 RS
143 RS608 20250826 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250826 1227.0 1230.0 ... 127873.18 1214.0 1230.0 SA
145 SA510 20250826 1266.0 1270.0 ... 297170.09 1259.0 1264.0 SA
146 SA511 20250826 1273.0 1275.0 ... 451154.66 1263.0 1268.0 SA
147 SA512 20250826 1329.0 1332.0 ... 145996.13 1321.0 1328.0 SA
148 SA601 20250826 1336.0 1341.0 ... 3428417.10 1327.0 1335.0 SA
149 SA602 20250826 1353.0 1359.0 ... 3613.71 1345.0 1352.0 SA
150 SA603 20250826 1357.0 1360.0 ... 2532.45 1347.0 1353.0 SA
151 SA604 20250826 1389.0 1394.0 ... 2101.04 1386.0 1386.0 SA
152 SA605 20250826 1390.0 1399.0 ... 112217.16 1388.0 1389.0 SA
153 SA606 20250826 1398.0 1403.0 ... 926.23 1391.0 1394.0 SA
154 SA607 20250826 1391.0 1403.0 ... 1122.18 1392.0 1396.0 SA
155 SA608 20250826 1415.0 1415.0 ... 497.87 1406.0 1407.0 SA
156 SF509 20250826 5482.0 5530.0 ... 15439.05 5502.0 5492.0 SF
157 SF510 20250826 5494.0 5548.0 ... 54924.54 5510.0 5502.0 SF
158 SF511 20250826 5680.0 5736.0 ... 450304.56 5692.0 5688.0 SF
159 SF512 20250826 5664.0 5710.0 ... 47503.88 5680.0 5662.0 SF
160 SF601 20250826 5650.0 5708.0 ... 100837.65 5668.0 5666.0 SF
161 SF602 20250826 5616.0 5670.0 ... 793.98 5632.0 5638.0 SF
162 SF603 20250826 5818.0 5822.0 ... 34.88 5814.0 5808.0 SF
163 SF604 20250826 5812.0 5822.0 ... 29.04 5808.0 5800.0 SF
164 SF605 20250826 5786.0 5826.0 ... 958.84 5794.0 5796.0 SF
165 SF606 20250826 5752.0 5758.0 ... 17.25 5752.0 5762.0 SF
166 SF607 20250826 5920.0 5922.0 ... 29.51 5904.0 5898.0 SF
167 SF608 20250826 5884.0 5884.0 ... 2.94 5884.0 5860.0 SF
168 SH509 20250826 2590.0 2613.0 ... 62716.22 2564.0 2599.0 SH
169 SH510 20250826 2740.0 2770.0 ... 520309.58 2701.0 2751.0 SH
170 SH511 20250826 2766.0 2801.0 ... 995043.30 2727.0 2774.0 SH
171 SH512 20250826 2772.0 2809.0 ... 173493.90 2748.0 2776.0 SH
172 SH601 20250826 2741.0 2784.0 ... 4169616.07 2739.0 2740.0 SH
173 SH602 20250826 2747.0 2785.0 ... 11084.88 2749.0 2745.0 SH
174 SH603 20250826 2750.0 2790.0 ... 8195.24 2757.0 2754.0 SH
175 SH604 20250826 2786.0 2825.0 ... 2084.90 2802.0 2795.0 SH
176 SH605 20250826 2805.0 2844.0 ... 73134.74 2815.0 2802.0 SH
177 SH606 20250826 2812.0 2825.0 ... 894.31 2812.0 2801.0 SH
178 SH607 20250826 2776.0 2800.0 ... 560.63 2789.0 2776.0 SH
179 SH608 20250826 2786.0 2800.0 ... 586.57 2793.0 2797.0 SH
180 SM509 20250826 5802.0 5814.0 ... 66810.03 5794.0 5794.0 SM
181 SM510 20250826 5806.0 5828.0 ... 91014.53 5800.0 5800.0 SM
182 SM511 20250826 5876.0 5904.0 ... 173921.06 5872.0 5872.0 SM
183 SM512 20250826 5882.0 5908.0 ... 24592.81 5880.0 5880.0 SM
184 SM601 20250826 5896.0 5918.0 ... 487160.62 5886.0 5884.0 SM
185 SM602 20250826 5914.0 5924.0 ... 324.15 5894.0 5898.0 SM
186 SM603 20250826 5928.0 5928.0 ... 259.98 5910.0 5912.0 SM
187 SM604 20250826 5922.0 5922.0 ... 8.87 5910.0 5918.0 SM
188 SM605 20250826 5954.0 5960.0 ... 5887.26 5930.0 5932.0 SM
189 SM606 20250826 5942.0 5956.0 ... 17.84 5946.0 5936.0 SM
190 SM607 20250826 5960.0 5972.0 ... 14.91 5962.0 5960.0 SM
191 SM608 20250826 5974.0 5974.0 ... 35.78 5964.0 5964.0 SM
192 SR509 20250826 5725.0 5725.0 ... 38607.57 5696.0 5729.0 SR
193 SR511 20250826 5668.0 5671.0 ... 165377.40 5647.0 5665.0 SR
194 SR601 20250826 5685.0 5688.0 ... 1194544.25 5658.0 5685.0 SR
195 SR603 20250826 5657.0 5662.0 ... 3874.42 5631.0 5662.0 SR
196 SR605 20250826 5648.0 5649.0 ... 51237.89 5623.0 5643.0 SR
197 SR607 20250826 5628.0 5636.0 ... 1290.29 5610.0 5634.0 SR
198 TA509 20250826 4816.0 4886.0 ... 288532.55 4844.0 4844.0 TA
199 TA510 20250826 4870.0 4940.0 ... 390634.39 4898.0 4884.0 TA
200 TA511 20250826 4866.0 4932.0 ... 297115.10 4882.0 4870.0 TA
201 TA512 20250826 4862.0 4930.0 ... 97255.49 4878.0 4870.0 TA
202 TA601 20250826 4862.0 4922.0 ... 1997292.43 4882.0 4874.0 TA
203 TA602 20250826 4868.0 4916.0 ... 78.28 4892.0 4874.0 TA
204 TA603 20250826 4882.0 4930.0 ... 100.54 4904.0 4888.0 TA
205 TA604 20250826 4886.0 4932.0 ... 22.05 4900.0 4890.0 TA
206 TA605 20250826 4902.0 4946.0 ... 45965.26 4914.0 4902.0 TA
207 TA606 20250826 4920.0 4952.0 ... 14.78 4926.0 4912.0 TA
208 TA607 20250826 4956.0 4956.0 ... 7.41 4942.0 4924.0 TA
209 TA608 20250826 4950.0 4950.0 ... 7.40 4934.0 4914.0 TA
210 UR509 20250826 1709.0 1716.0 ... 22227.70 1710.0 1717.0 UR
211 UR510 20250826 1720.0 1729.0 ... 17399.75 1717.0 1726.0 UR
212 UR511 20250826 1746.0 1750.0 ... 28333.17 1743.0 1746.0 UR
213 UR512 20250826 1732.0 1745.0 ... 2196.48 1740.0 1744.0 UR
214 UR601 20250826 1741.0 1749.0 ... 450797.81 1742.0 1746.0 UR
215 UR602 20250826 1737.0 1746.0 ... 410.15 1738.0 1746.0 UR
216 UR603 20250826 1778.0 1786.0 ... 170.91 1780.0 1786.0 UR
217 UR604 20250826 1777.0 1788.0 ... 124.72 1782.0 1783.0 UR
218 UR605 20250826 1784.0 1790.0 ... 21769.28 1783.0 1789.0 UR
219 UR606 20250826 1779.0 1783.0 ... 248.62 1776.0 1784.0 UR
220 UR607 20250826 1790.0 1796.0 ... 240.16 1792.0 1800.0 UR
221 UR608 20250826 1785.0 1794.0 ... 365.41 1791.0 1794.0 UR
222 WH509 20250826 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250826 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250826 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250826 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250826 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250826 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250826 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-08-26 18:26:35,398 - future_1d - INFO - ak.get_czce_daily('2025-08-26') done
symbol date open ... settle pre_settle variety
0 IC2509 20250826 6886.000 ... 6942.400 6904.000 IC
1 IC2510 20250826 6860.800 ... 6905.400 6872.000 IC
2 IC2512 20250826 6767.000 ... 6817.000 6786.600 IC
3 IC2603 20250826 6650.000 ... 6692.000 6665.800 IC
4 IF2509 20250826 4474.800 ... 4460.200 4458.400 IF
5 IF2510 20250826 4458.000 ... 4454.200 4451.600 IF
6 IF2512 20250826 4441.400 ... 4441.400 4441.400 IF
7 IF2603 20250826 4430.000 ... 4422.200 4423.400 IF
8 IH2509 20250826 2982.000 ... 2975.000 2983.600 IH
9 IH2510 20250826 2981.000 ... 2976.000 2982.800 IH
10 IH2512 20250826 2984.000 ... 2977.000 2986.000 IH
11 IH2603 20250826 2982.400 ... 2980.800 2988.200 IH
12 IM2509 20250826 7391.400 ... 7442.000 7423.000 IM
13 IM2510 20250826 7349.800 ... 7388.200 7374.000 IM
14 IM2512 20250826 7244.200 ... 7282.200 7273.600 IM
15 IM2603 20250826 7100.000 ... 7124.000 7121.800 IM
16 T2509 20250826 108.165 ... 108.125 108.125 T
17 T2512 20250826 107.930 ... 107.935 107.925 T
18 T2603 20250826 107.720 ... 107.670 107.670 T
19 TF2509 20250826 105.545 ... 105.585 105.575 TF
20 TF2512 20250826 105.555 ... 105.520 105.515 TF
21 TF2603 20250826 105.430 ... 105.405 105.360 TF
22 TL2509 20250826 117.400 ... 117.520 117.150 TL
23 TL2512 20250826 116.950 ... 117.120 116.720 TL
24 TL2603 20250826 116.520 ... 116.770 116.370 TL
25 TS2509 20250826 102.322 ... 102.324 102.334 TS
26 TS2512 20250826 102.416 ... 102.382 102.390 TS
27 TS2603 20250826 102.352 ... 102.324 102.316 TS
[28 rows x 12 columns]
2025-08-26 18:26:35,703 - future_1d - INFO - ak.get_cffex_daily('2025-08-26') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250826 ... 79450 79260 CU
1 1 CU2510 20250826 ... 79460 79290 CU
2 2 CU2511 20250826 ... 79440 79290 CU
3 3 CU2512 20250826 ... 79410 79230 CU
4 4 CU2601 20250826 ... 79410 79240 CU
5 5 CU2602 20250826 ... 79340 79250 CU
6 6 CU2603 20250826 ... 79360 79240 CU
7 7 CU2604 20250826 ... 79390 79260 CU
8 8 CU2605 20250826 ... 79400 79350 CU
9 9 CU2606 20250826 ... 79380 79290 CU
10 10 CU2607 20250826 ... 79390 79350 CU
11 11 CU2608 20250826 ... 79250 79380 CU
12 12 BC2509 20250826 ... 70620 70290 BC
13 13 BC2510 20250826 ... 70630 70380 BC
14 14 BC2511 20250826 ... 70440 70530 BC
15 15 BC2512 20250826 ... 70180 69780 BC
16 16 BC2601 20250826 ... 70100 70100 BC
17 17 BC2602 20250826 ... 70100 70100 BC
18 18 BC2603 20250826 ... 70100 70100 BC
19 19 BC2604 20250826 ... 70100 70100 BC
20 20 BC2605 20250826 ... 70490 69800 BC
21 21 BC2606 20250826 ... 69790 69790 BC
22 22 BC2607 20250826 ... 69370 69370 BC
23 23 BC2608 20250826 ... 69370 69370 BC
24 24 AL2509 20250826 ... 20750 20760 AL
25 25 AL2510 20250826 ... 20730 20740 AL
26 26 AL2511 20250826 ... 20710 20710 AL
27 27 AL2512 20250826 ... 20670 20670 AL
28 28 AL2601 20250826 ... 20640 20640 AL
29 29 AL2602 20250826 ... 20645 20665 AL
30 30 AL2603 20250826 ... 20660 20685 AL
31 31 AL2604 20250826 ... 20695 20710 AL
32 32 AL2605 20250826 ... 20705 20720 AL
33 33 AL2606 20250826 ... 20715 20725 AL
34 34 AL2607 20250826 ... 20720 20720 AL
35 35 AL2608 20250826 ... 20755 20730 AL
36 36 ZN2509 20250826 ... 22300 22365 ZN
37 37 ZN2510 20250826 ... 22305 22355 ZN
38 38 ZN2511 20250826 ... 22300 22350 ZN
39 39 ZN2512 20250826 ... 22310 22345 ZN
40 40 ZN2601 20250826 ... 22290 22350 ZN
41 41 ZN2602 20250826 ... 22290 22310 ZN
42 42 ZN2603 20250826 ... 22335 22380 ZN
43 43 ZN2604 20250826 ... 22360 22405 ZN
44 44 ZN2605 20250826 ... 22370 22400 ZN
45 45 ZN2606 20250826 ... 22365 22415 ZN
46 46 ZN2607 20250826 ... 22405 22450 ZN
47 47 ZN2608 20250826 ... 22440 22465 ZN
48 48 PB2509 20250826 ... 16895 16830 PB
49 49 PB2510 20250826 ... 16915 16845 PB
50 50 PB2511 20250826 ... 16915 16865 PB
51 51 PB2512 20250826 ... 16930 16885 PB
52 52 PB2601 20250826 ... 16945 16895 PB
53 53 PB2602 20250826 ... 16965 16945 PB
54 54 PB2603 20250826 ... 17005 16910 PB
55 55 PB2604 20250826 ... 17030 16900 PB
56 56 PB2605 20250826 ... 17050 17000 PB
57 57 PB2606 20250826 ... 17055 17055 PB
58 58 PB2607 20250826 ... 17095 16975 PB
59 59 PB2608 20250826 ... 17100 16990 PB
60 60 NI2509 20250826 ... 120180 120100 NI
61 61 NI2510 20250826 ... 120350 120270 NI
62 62 NI2511 20250826 ... 120500 120450 NI
63 63 NI2512 20250826 ... 120750 120680 NI
64 64 NI2601 20250826 ... 121010 120990 NI
65 65 NI2602 20250826 ... 121230 121350 NI
66 66 NI2603 20250826 ... 121530 121660 NI
67 67 NI2604 20250826 ... 121860 121850 NI
68 68 NI2605 20250826 ... 122100 122100 NI
69 69 NI2606 20250826 ... 122400 122600 NI
70 70 NI2607 20250826 ... 122710 122840 NI
71 71 NI2608 20250826 ... 123030 123310 NI
72 72 SN2509 20250826 ... 269350 269030 SN
73 73 SN2510 20250826 ... 269730 269340 SN
74 74 SN2511 20250826 ... 269930 269660 SN
75 75 SN2512 20250826 ... 269870 269710 SN
76 76 SN2601 20250826 ... 269800 269710 SN
77 77 SN2602 20250826 ... 270010 269800 SN
78 78 SN2603 20250826 ... 270300 270160 SN
79 79 SN2604 20250826 ... 270550 271600 SN
80 80 SN2605 20250826 ... 270740 271840 SN
81 81 SN2606 20250826 ... 270910 271820 SN
82 82 SN2607 20250826 ... 270930 271600 SN
83 83 SN2608 20250826 ... 271730 272450 SN
84 84 AO2509 20250826 ... 3107 3157 AO
85 85 AO2510 20250826 ... 3117 3151 AO
86 86 AO2511 20250826 ... 3113 3158 AO
87 87 AO2512 20250826 ... 3165 3167 AO
88 88 AO2601 20250826 ... 3129 3180 AO
89 89 AO2602 20250826 ... 3125 3173 AO
90 90 AO2603 20250826 ... 3123 3174 AO
91 91 AO2604 20250826 ... 3107 3172 AO
92 92 AO2605 20250826 ... 3122 3171 AO
93 93 AO2606 20250826 ... 3131 3175 AO
94 94 AO2607 20250826 ... 3114 3175 AO
95 95 AO2608 20250826 ... 3111 3186 AO
96 96 AD2511 20250826 ... 20285 20280 AD
97 97 AD2512 20250826 ... 20285 20275 AD
98 98 AD2601 20250826 ... 20280 20270 AD
99 99 AD2602 20250826 ... 20220 20210 AD
100 100 AD2603 20250826 ... 20220 20220 AD
101 101 AD2604 20250826 ... 19975 19975 AD
102 102 AD2605 20250826 ... 19975 19990 AD
103 103 AD2606 20250826 ... 19795 19765 AD
104 104 AD2607 20250826 ... 19925 19925 AD
105 105 AD2608 20250826 ... 19925 19925 AD
106 106 AU2509 20250826 ... 779.02 778.3 AU
107 107 AU2510 20250826 ... 780.24 778.94 AU
108 108 AU2511 20250826 ... 782.08 780.54 AU
109 109 AU2512 20250826 ... 782.68 781.2 AU
110 110 AU2602 20250826 ... 784.64 783 AU
111 111 AU2604 20250826 ... 786.86 785.58 AU
112 112 AU2606 20250826 ... 789.16 787.32 AU
113 113 AU2608 20250826 ... 791.64 789.1 AU
114 114 AG2509 20250826 ... 9333 9331 AG
115 115 AG2510 20250826 ... 9354 9344 AG
116 116 AG2511 20250826 ... 9365 9342 AG
117 117 AG2512 20250826 ... 9375 9364 AG
118 118 AG2601 20250826 ... 9386 9367 AG
119 119 AG2602 20250826 ... 9399 9376 AG
120 120 AG2603 20250826 ... 9412 9388 AG
121 121 AG2604 20250826 ... 9424 9400 AG
122 122 AG2605 20250826 ... 9437 9410 AG
123 123 AG2606 20250826 ... 9450 9431 AG
124 124 AG2607 20250826 ... 9463 9451 AG
125 125 AG2608 20250826 ... 9476 9471 AG
126 126 RB2509 20250826 ... 3099 3119 RB
127 127 RB2510 20250826 ... 3126 3144 RB
128 128 RB2511 20250826 ... 3136 3154 RB
129 129 RB2512 20250826 ... 3188 3211 RB
130 130 RB2601 20250826 ... 3206 3224 RB
131 131 RB2602 20250826 ... 3190 3209 RB
132 132 RB2603 20250826 ... 3211 3226 RB
133 133 RB2604 20250826 ... 3228 3244 RB
134 134 RB2605 20250826 ... 3242 3258 RB
135 135 RB2606 20250826 ... 3257 3272 RB
136 136 RB2607 20250826 ... 3268 3285 RB
137 137 RB2608 20250826 ... 3281 3282 RB
138 138 WR2509 20250826 ... 3342 3342 WR
139 139 WR2510 20250826 ... 3365 3387 WR
140 140 WR2511 20250826 ... 3376 3373 WR
141 141 WR2512 20250826 ... 3486 3486 WR
142 142 WR2601 20250826 ... 3380 3380 WR
143 143 WR2602 20250826 ... 3459 3503 WR
144 144 WR2603 20250826 ... 3438 3438 WR
145 145 WR2604 20250826 ... 3455 3455 WR
146 146 WR2605 20250826 ... 3429 3429 WR
147 147 WR2606 20250826 ... 3441 3435 WR
148 148 WR2607 20250826 ... 3488 3453 WR
149 149 WR2608 20250826 ... 3477 3477 WR
150 150 HC2509 20250826 ... 3407 3416 HC
151 151 HC2510 20250826 ... 3380 3391 HC
152 152 HC2511 20250826 ... 3379 3389 HC
153 153 HC2512 20250826 ... 3386 3390 HC
154 154 HC2601 20250826 ... 3370 3378 HC
155 155 HC2602 20250826 ... 3371 3379 HC
156 156 HC2603 20250826 ... 3375 3384 HC
157 157 HC2604 20250826 ... 3385 3384 HC
158 158 HC2605 20250826 ... 3377 3385 HC
159 159 HC2606 20250826 ... 3386 3391 HC
160 160 HC2607 20250826 ... 3394 3401 HC
161 161 HC2608 20250826 ... 3405 3396 HC
162 162 SS2509 20250826 ... 12785 12750 SS
163 163 SS2510 20250826 ... 12865 12830 SS
164 164 SS2511 20250826 ... 12930 12900 SS
165 165 SS2512 20250826 ... 12975 12945 SS
166 166 SS2601 20250826 ... 13035 13000 SS
167 167 SS2602 20250826 ... 13050 13020 SS
168 168 SS2603 20250826 ... 13135 13095 SS
169 169 SS2604 20250826 ... 13190 13180 SS
170 170 SS2605 20250826 ... 13270 13220 SS
171 171 SS2606 20250826 ... 13315 13285 SS
172 172 SS2607 20250826 ... 13380 13345 SS
173 173 SS2608 20250826 ... 13445 13300 SS
174 174 SC2509 20250826 ... 488.7 486.8 SC
175 175 SC2510 20250826 ... 497.7 493.5 SC
176 176 SC2511 20250826 ... 496 491.9 SC
177 177 SC2512 20250826 ... 493.2 489.5 SC
178 178 SC2601 20250826 ... 491.7 488.1 SC
179 179 SC2602 20250826 ... 490.5 486.9 SC
180 180 SC2603 20250826 ... 488.2 485.7 SC
181 181 SC2604 20250826 ... 486.4 485.5 SC
182 182 SC2605 20250826 ... 485.8 483.1 SC
183 183 SC2606 20250826 ... 484.9 483.4 SC
184 184 SC2607 20250826 ... 482.3 481.1 SC
185 185 SC2608 20250826 ... 481.3 482.2 SC
186 186 SC2609 20250826 ... 482.3 480.7 SC
187 187 SC2612 20250826 ... 482.2 483.6 SC
188 188 SC2703 20250826 ... 483.7 478.9 SC
189 189 SC2706 20250826 ... 479.5 481.1 SC
190 190 SC2709 20250826 ... 482.5 480.1 SC
191 191 SC2712 20250826 ... 481 479.2 SC
192 192 SC2803 20250826 ... 479.5 479.5 SC
193 193 SC2806 20250826 ... 474.5 471.9 SC
194 194 LU2509 20250826 ... 3426 3452 LU
195 195 LU2510 20250826 ... 3532 3511 LU
196 196 LU2511 20250826 ... 3537 3521 LU
197 197 LU2512 20250826 ... 3522 3508 LU
198 198 LU2601 20250826 ... 3498 3488 LU
199 199 LU2602 20250826 ... 3476 3465 LU
200 200 LU2603 20250826 ... 3469 3458 LU
201 201 LU2604 20250826 ... 3463 3455 LU
202 202 LU2605 20250826 ... 3455 3443 LU
203 203 LU2606 20250826 ... 3454 3438 LU
204 204 LU2607 20250826 ... 3454 3434 LU
205 205 LU2608 20250826 ... 3450 3435 LU
206 206 FU2509 20250826 ... 2841 2805 FU
207 207 FU2510 20250826 ... 2890 2878 FU
208 208 FU2511 20250826 ... 2871 2848 FU
209 209 FU2512 20250826 ... 2856 2829 FU
210 210 FU2601 20250826 ... 2845 2812 FU
211 211 FU2602 20250826 ... 2830 2806 FU
212 212 FU2603 20250826 ... 2820 2793 FU
213 213 FU2604 20250826 ... 2813 2786 FU
214 214 FU2605 20250826 ... 2803 2782 FU
215 215 FU2606 20250826 ... 2791 2771 FU
216 216 FU2607 20250826 ... 2765 2749 FU
217 217 FU2608 20250826 ... 2742 2732 FU
218 218 BU2509 20250826 ... 3550 3540 BU
219 219 BU2510 20250826 ... 3525 3504 BU
220 220 BU2511 20250826 ... 3497 3470 BU
221 221 BU2512 20250826 ... 3447 3422 BU
222 222 BU2601 20250826 ... 3407 3386 BU
223 223 BU2602 20250826 ... 3407 3388 BU
224 224 BU2603 20250826 ... 3406 3385 BU
225 225 BU2604 20250826 ... 3390 3357 BU
226 226 BU2605 20250826 ... 3386 3381 BU
227 227 BU2606 20250826 ... 3387 3372 BU
228 228 BU2607 20250826 ... 3354 3347 BU
229 229 BU2608 20250826 ... 3356 3356 BU
230 230 BU2609 20250826 ... 3364 3361 BU
231 231 BU2612 20250826 ... 3336 3319 BU
232 232 BU2703 20250826 ... 3339 3335 BU
233 233 BU2706 20250826 ... 3348 3340 BU
234 234 BR2509 20250826 ... 11950 11920 BR
235 235 BR2510 20250826 ... 11980 11925 BR
236 236 BR2511 20250826 ... 11960 11915 BR
237 237 BR2512 20250826 ... 11950 11920 BR
238 238 BR2601 20250826 ... 11960 11920 BR
239 239 BR2602 20250826 ... 12010 11960 BR
240 240 BR2603 20250826 ... 11975 11975 BR
241 241 BR2604 20250826 ... 12050 12025 BR
242 242 BR2605 20250826 ... 12080 12030 BR
243 243 BR2606 20250826 ... 12085 12115 BR
244 244 BR2607 20250826 ... 12285 12080 BR
245 245 BR2608 20250826 ... 12005 12005 BR
246 246 RU2509 20250826 ... 14965 14850 RU
247 247 RU2510 20250826 ... 14925 14840 RU
248 248 RU2511 20250826 ... 14985 14850 RU
249 249 RU2601 20250826 ... 15975 15840 RU
250 250 RU2603 20250826 ... 16015 15915 RU
251 251 RU2604 20250826 ... 16045 15920 RU
252 252 RU2605 20250826 ... 16080 15955 RU
253 253 RU2606 20250826 ... 16060 15945 RU
254 254 RU2607 20250826 ... 16165 16035 RU
255 255 RU2608 20250826 ... 16115 16090 RU
256 256 NR2509 20250826 ... 12755 12665 NR
257 257 NR2510 20250826 ... 12840 12720 NR
258 258 NR2511 20250826 ... 12865 12750 NR
259 259 NR2512 20250826 ... 12875 12790 NR
260 260 NR2601 20250826 ... 12920 12805 NR
261 261 NR2602 20250826 ... 12860 12775 NR
262 262 NR2603 20250826 ... 12910 12735 NR
263 263 NR2604 20250826 ... 13055 12760 NR
264 264 NR2605 20250826 ... 13080 12915 NR
265 265 NR2606 20250826 ... 13140 12745 NR
266 266 NR2607 20250826 ... 12780 12780 NR
267 267 NR2608 20250826 ... 12780 12780 NR
268 268 SP2509 20250826 ... 5056 5084 SP
269 269 SP2510 20250826 ... 5088 5110 SP
270 270 SP2511 20250826 ... 5106 5130 SP
271 271 SP2512 20250826 ... 5122 5144 SP
272 272 SP2601 20250826 ... 5392 5398 SP
273 273 SP2602 20250826 ... 5360 5382 SP
274 274 SP2603 20250826 ... 5384 5394 SP
275 275 SP2604 20250826 ... 5366 5378 SP
276 276 SP2605 20250826 ... 5388 5392 SP
277 277 SP2606 20250826 ... 5400 5402 SP
278 278 SP2607 20250826 ... 5386 5412 SP
279 279 SP2608 20250826 ... 5410 5416 SP
280 280 EC2510 20250826 ... 1327.8 1356.3 EC
281 281 EC2512 20250826 ... 1663.1 1691 EC
282 282 EC2602 20250826 ... 1472.8 1492.6 EC
283 283 EC2604 20250826 ... 1276.1 1294.4 EC
284 284 EC2606 20250826 ... 1432.5 1451.3 EC
285 285 EC2608 20250826 ... 1626.3 1451.3 EC
286 286 SC_TAS2510 20250826 ... SC_TAS
287 287 SC_TAS2511 20250826 ... SC_TAS
288 288 SC_TAS2512 20250826 ... SC_TAS
[289 rows x 13 columns]
2025-08-26 18:26:35,804 - future_1d - INFO - ak.get_shfe_daily('2025-08-26') done
symbol date open ... settle pre_settle variety
0 SC2509 20250826 486.9 ... 488.7 486.8 SC
1 SC2510 20250826 494.5 ... 497.7 493.5 SC
2 SC2511 20250826 492.6 ... 496 491.9 SC
3 SC2512 20250826 490.4 ... 493.2 489.5 SC
4 SC2601 20250826 488.6 ... 491.7 488.1 SC
5 SC2602 20250826 487.6 ... 490.5 486.9 SC
6 SC2603 20250826 486.1 ... 488.2 485.7 SC
7 SC2604 20250826 486.6 ... 486.4 485.5 SC
8 SC2605 20250826 485.4 ... 485.8 483.1 SC
9 SC2606 20250826 484.3 ... 484.9 483.4 SC
10 SC2607 20250826 482.3 ... 482.3 481.1 SC
11 SC2608 20250826 481.3 ... 481.3 482.2 SC
12 SC2609 20250826 482.6 ... 482.3 480.7 SC
13 SC2612 20250826 482.2 ... 482.2 483.6 SC
14 SC2703 20250826 483.7 ... 483.7 478.9 SC
15 SC2706 20250826 479.5 ... 479.5 481.1 SC
16 SC2709 20250826 481.8 ... 482.5 480.1 SC
17 SC2712 20250826 480.3 ... 481 479.2 SC
18 SC2803 20250826 479.5 ... 479.5 479.5 SC
19 SC2806 20250826 472.2 ... 474.5 471.9 SC
21 LU2509 20250826 3421 ... 3426 3452 LU
22 LU2510 20250826 3546 ... 3532 3511 LU
23 LU2511 20250826 3531 ... 3537 3521 LU
24 LU2512 20250826 3523 ... 3522 3508 LU
25 LU2601 20250826 3499 ... 3498 3488 LU
26 LU2602 20250826 3468 ... 3476 3465 LU
27 LU2603 20250826 3460 ... 3469 3458 LU
28 LU2604 20250826 3466 ... 3463 3455 LU
29 LU2605 20250826 3457 ... 3455 3443 LU
30 LU2606 20250826 3452 ... 3454 3438 LU
31 LU2607 20250826 3457 ... 3454 3434 LU
32 LU2608 20250826 3449 ... 3450 3435 LU
34 NR2509 20250826 12705 ... 12755 12665 NR
35 NR2510 20250826 12735 ... 12840 12720 NR
36 NR2511 20250826 12765 ... 12865 12750 NR
37 NR2512 20250826 12805 ... 12875 12790 NR
38 NR2601 20250826 12825 ... 12920 12805 NR
39 NR2602 20250826 12840 ... 12860 12775 NR
40 NR2603 20250826 12890 ... 12910 12735 NR
41 NR2604 20250826 13055 ... 13055 12760 NR
42 NR2605 20250826 13110 ... 13080 12915 NR
43 NR2606 20250826 13140 ... 13140 12745 NR
44 NR2607 20250826 ... 12780 12780 NR
45 NR2608 20250826 ... 12780 12780 NR
47 BC2509 20250826 70700 ... 70620 70290 BC
48 BC2510 20250826 70860 ... 70630 70380 BC
49 BC2511 20250826 70430 ... 70440 70530 BC
50 BC2512 20250826 ... 70180 69780 BC
51 BC2601 20250826 ... 70100 70100 BC
52 BC2602 20250826 ... 70100 70100 BC
53 BC2603 20250826 ... 70100 70100 BC
54 BC2604 20250826 ... 70100 70100 BC
55 BC2605 20250826 70490 ... 70490 69800 BC
56 BC2606 20250826 ... 69790 69790 BC
57 BC2607 20250826 ... 69370 69370 BC
58 BC2608 20250826 ... 69370 69370 BC
60 EC2510 20250826 1345 ... 1327.8 1356.3 EC
61 EC2512 20250826 1686.7 ... 1663.1 1691 EC
62 EC2602 20250826 1486.9 ... 1472.8 1492.6 EC
63 EC2604 20250826 1284 ... 1276.1 1294.4 EC
64 EC2606 20250826 1435.2 ... 1432.5 1451.3 EC
65 EC2608 20250826 1598.6 ... 1626.3 1451.3 EC
68 SC_TAS2510 20250826 ... SC_TAS
69 SC_TAS2511 20250826 ... SC_TAS
70 SC_TAS2512 20250826 ... SC_TAS
[65 rows x 12 columns]
2025-08-26 18:26:36,252 - future_1d - INFO - ak.get_ine_daily('2025-08-26') done
symbol date open ... settle pre_settle variety
0 a2509 20250826 4114.00 ... 4096.00 4114.00 A
1 a2511 20250826 3996.00 ... 3988.00 3998.00 A
2 a2601 20250826 4004.00 ... 3992.00 4003.00 A
3 a2603 20250826 4010.00 ... 3999.00 4010.00 A
4 a2605 20250826 4055.00 ... 4043.00 4054.00 A
5 a2607 20250826 4060.00 ... 4049.00 4056.00 A
6 b2509 20250826 3727.00 ... 3724.00 3718.00 B
7 b2510 20250826 3767.00 ... 3747.00 3763.00 B
8 b2511 20250826 3821.00 ... 3814.00 3815.00 B
9 b2512 20250826 3859.00 ... 3845.00 3849.00 B
10 b2601 20250826 3852.00 ... 3840.00 3839.00 B
11 b2602 20250826 3831.00 ... 3809.00 3813.00 B
12 b2603 20250826 3766.00 ... 3749.00 3749.00 B
13 b2604 20250826 3663.00 ... 3648.00 3647.00 B
14 b2605 20250826 3590.00 ... 3579.00 3577.00 B
15 b2606 20250826 3565.00 ... 3559.00 3563.00 B
16 b2607 20250826 3556.00 ... 3549.00 3556.00 B
17 b2608 20250826 0.00 ... 3619.00 3619.00 B
18 bb2509 20250826 0.00 ... 143.15 143.15 BB
19 bb2511 20250826 144.60 ... 144.85 145.00 BB
20 bb2601 20250826 147.35 ... 147.60 146.90 BB
21 bb2603 20250826 0.00 ... 147.35 146.70 BB
22 bb2605 20250826 0.00 ... 141.15 140.50 BB
23 bb2607 20250826 0.00 ... 146.90 146.25 BB
24 bz2603 20250826 6217.00 ... 6195.00 6217.00 BZ
25 bz2604 20250826 6183.00 ... 6171.00 6182.00 BZ
26 bz2605 20250826 6170.00 ... 6162.00 6183.00 BZ
27 bz2606 20250826 6184.00 ... 6170.00 6180.00 BZ
28 bz2607 20250826 0.00 ... 6175.00 6175.00 BZ
29 c2509 20250826 2200.00 ... 2206.00 2212.00 C
30 c2511 20250826 2154.00 ... 2157.00 2164.00 C
31 c2601 20250826 2158.00 ... 2163.00 2166.00 C
32 c2603 20250826 2175.00 ... 2181.00 2183.00 C
33 c2605 20250826 2236.00 ... 2236.00 2236.00 C
34 c2607 20250826 2252.00 ... 2253.00 2254.00 C
35 cs2509 20250826 2569.00 ... 2550.00 2578.00 CS
36 cs2511 20250826 2480.00 ... 2483.00 2491.00 CS
37 cs2601 20250826 2507.00 ... 2514.00 2520.00 CS
38 cs2603 20250826 2521.00 ... 2522.00 2531.00 CS
39 cs2605 20250826 2591.00 ... 2591.00 2596.00 CS
40 cs2607 20250826 2602.00 ... 2599.00 2599.00 CS
41 eb2508 20250826 0.00 ... 7260.00 7000.00 EB
42 eb2509 20250826 7285.00 ... 7286.00 7357.00 EB
43 eb2510 20250826 7345.00 ... 7317.00 7380.00 EB
44 eb2511 20250826 7357.00 ... 7333.00 7388.00 EB
45 eb2512 20250826 7355.00 ... 7346.00 7394.00 EB
46 eb2601 20250826 7368.00 ... 7361.00 7408.00 EB
47 eb2602 20250826 7388.00 ... 7383.00 7423.00 EB
48 eb2603 20250826 7411.00 ... 7402.00 7435.00 EB
49 eb2604 20250826 7424.00 ... 7412.00 7469.00 EB
50 eb2605 20250826 7472.00 ... 7438.00 7493.00 EB
51 eb2606 20250826 7460.00 ... 7446.00 7482.00 EB
52 eb2607 20250826 7401.00 ... 7410.00 7341.00 EB
53 eg2508 20250826 0.00 ... 4407.00 4407.00 EG
54 eg2509 20250826 4440.00 ... 4452.00 4443.00 EG
55 eg2510 20250826 4469.00 ... 4470.00 4460.00 EG
56 eg2511 20250826 4489.00 ... 4487.00 4480.00 EG
57 eg2512 20250826 4513.00 ... 4502.00 4491.00 EG
58 eg2601 20250826 4510.00 ... 4507.00 4502.00 EG
59 eg2602 20250826 0.00 ... 4514.00 4514.00 EG
60 eg2603 20250826 4523.00 ... 4506.00 4516.00 EG
61 eg2604 20250826 4542.00 ... 4533.00 4540.00 EG
62 eg2605 20250826 4540.00 ... 4542.00 4544.00 EG
63 eg2606 20250826 4534.00 ... 4534.00 4524.00 EG
64 eg2607 20250826 0.00 ... 4513.00 4513.00 EG
65 fb2509 20250826 1275.00 ... 1292.50 1266.50 FB
66 fb2510 20250826 1276.00 ... 1276.50 1275.00 FB
67 fb2511 20250826 1274.50 ... 1277.00 1274.50 FB
68 fb2512 20250826 1277.00 ... 1277.00 1275.50 FB
69 fb2601 20250826 1275.50 ... 1277.00 1277.00 FB
70 fb2602 20250826 1278.50 ... 1278.50 1278.00 FB
71 fb2603 20250826 0.00 ... 1313.50 1313.50 FB
72 fb2604 20250826 0.00 ... 1310.50 1310.50 FB
73 fb2605 20250826 0.00 ... 1311.00 1311.00 FB
74 fb2606 20250826 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250826 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250826 0.00 ... 1302.50 1302.50 FB
77 i2509 20250826 809.00 ... 800.00 800.00 I
78 i2510 20250826 802.00 ... 795.00 795.50 I
79 i2511 20250826 798.00 ... 792.00 793.00 I
80 i2512 20250826 794.50 ... 787.50 790.00 I
81 i2601 20250826 787.00 ... 780.50 782.00 I
82 i2602 20250826 781.00 ... 775.00 777.00 I
83 i2603 20250826 777.00 ... 770.50 772.50 I
84 i2604 20250826 771.00 ... 765.50 767.00 I
85 i2605 20250826 765.00 ... 757.50 759.00 I
86 i2606 20250826 758.50 ... 753.00 755.00 I
87 i2607 20250826 755.50 ... 749.50 750.50 I
88 i2608 20250826 750.50 ... 746.50 746.00 I
89 j2509 20250826 1650.00 ... 1636.00 1650.00 J
90 j2510 20250826 1671.00 ... 1653.00 1662.00 J
91 j2511 20250826 1693.50 ... 1677.00 1686.00 J
92 j2512 20250826 1714.00 ... 1686.50 1712.00 J
93 j2601 20250826 1737.00 ... 1718.00 1722.50 J
94 j2602 20250826 1755.00 ... 1750.00 1739.50 J
95 j2603 20250826 1771.00 ... 1763.00 1755.00 J
96 j2604 20250826 1800.00 ... 1800.00 1800.00 J
97 j2605 20250826 1815.50 ... 1806.50 1819.50 J
98 j2606 20250826 1842.00 ... 1816.50 1799.50 J
99 j2607 20250826 1839.50 ... 1823.50 1833.00 J
100 j2608 20250826 1829.00 ... 1838.00 1818.50 J
101 jd2508 20250826 0.00 ... 2932.00 2940.00 JD
102 jd2509 20250826 2949.00 ... 2914.00 2955.00 JD
103 jd2510 20250826 3015.00 ... 3011.00 3031.00 JD
104 jd2511 20250826 3075.00 ... 3056.00 3084.00 JD
105 jd2512 20250826 3226.00 ... 3203.00 3231.00 JD
106 jd2601 20250826 3381.00 ... 3370.00 3394.00 JD
107 jd2602 20250826 3120.00 ... 3114.00 3124.00 JD
108 jd2603 20250826 3135.00 ... 3131.00 3140.00 JD
109 jd2604 20250826 3389.00 ... 3331.00 3340.00 JD
110 jd2605 20250826 3487.00 ... 3478.00 3495.00 JD
111 jd2606 20250826 3338.00 ... 3334.00 3344.00 JD
112 jd2607 20250826 3600.00 ... 3595.00 3603.00 JD
113 jm2509 20250826 1063.00 ... 1058.00 1063.00 JM
114 jm2510 20250826 1092.00 ... 1085.00 1092.00 JM
115 jm2511 20250826 1135.00 ... 1127.00 1133.50 JM
116 jm2512 20250826 1184.00 ... 1162.50 1168.50 JM
117 jm2601 20250826 1224.50 ... 1200.50 1198.50 JM
118 jm2602 20250826 1236.50 ... 1214.00 1219.50 JM
119 jm2603 20250826 1249.00 ... 1230.00 1225.00 JM
120 jm2604 20250826 1259.50 ... 1228.00 1237.50 JM
121 jm2605 20250826 1260.00 ... 1241.50 1244.00 JM
122 jm2606 20250826 1267.50 ... 1243.50 1252.00 JM
123 jm2607 20250826 1273.00 ... 1249.50 1261.00 JM
124 jm2608 20250826 1274.50 ... 1257.50 1267.50 JM
125 l2509 20250826 7359.00 ... 7373.00 7352.00 L
126 l2510 20250826 7390.00 ... 7393.00 7381.00 L
127 l2511 20250826 7417.00 ... 7410.00 7402.00 L
128 l2512 20250826 7432.00 ... 7426.00 7413.00 L
129 l2601 20250826 7427.00 ... 7427.00 7411.00 L
130 l2602 20250826 7415.00 ... 7420.00 7404.00 L
131 l2603 20250826 7426.00 ... 7419.00 7401.00 L
132 l2604 20250826 7450.00 ... 7445.00 7427.00 L
133 l2605 20250826 7427.00 ... 7433.00 7414.00 L
134 l2606 20250826 0.00 ... 7407.00 7407.00 L
135 l2607 20250826 0.00 ... 7416.00 7416.00 L
136 l2608 20250826 7395.00 ... 7394.00 7426.00 L
137 lg2509 20250826 805.00 ... 803.50 805.00 LG
138 lg2511 20250826 818.00 ... 822.00 818.00 LG
139 lg2601 20250826 830.50 ... 833.50 828.50 LG
140 lg2603 20250826 845.00 ... 838.50 835.00 LG
141 lg2605 20250826 847.50 ... 837.50 835.50 LG
142 lg2607 20250826 836.00 ... 837.00 835.50 LG
143 lh2509 20250826 13720.00 ... 13695.00 13795.00 LH
144 lh2511 20250826 13800.00 ... 13840.00 13925.00 LH
145 lh2601 20250826 14240.00 ... 14210.00 14210.00 LH
146 lh2603 20250826 13310.00 ... 13275.00 13325.00 LH
147 lh2605 20250826 13725.00 ... 13665.00 13760.00 LH
148 lh2607 20250826 14165.00 ... 14155.00 14175.00 LH
149 m2509 20250826 3063.00 ... 3046.00 3061.00 M
150 m2511 20250826 3095.00 ... 3069.00 3080.00 M
151 m2512 20250826 3132.00 ... 3112.00 3122.00 M
152 m2601 20250826 3122.00 ... 3097.00 3110.00 M
153 m2603 20250826 3037.00 ... 3027.00 3031.00 M
154 m2605 20250826 2845.00 ... 2841.00 2841.00 M
155 m2607 20250826 2840.00 ... 2832.00 2832.00 M
156 m2608 20250826 2963.00 ... 2957.00 2955.00 M
157 p2509 20250826 9480.00 ... 9460.00 9530.00 P
158 p2510 20250826 9568.00 ... 9542.00 9604.00 P
159 p2511 20250826 9590.00 ... 9536.00 9602.00 P
160 p2512 20250826 9592.00 ... 9536.00 9604.00 P
161 p2601 20250826 9610.00 ... 9544.00 9614.00 P
162 p2602 20250826 9546.00 ... 9488.00 9564.00 P
163 p2603 20250826 9470.00 ... 9434.00 9494.00 P
164 p2604 20250826 9400.00 ... 9374.00 9408.00 P
165 p2605 20250826 9320.00 ... 9278.00 9324.00 P
166 p2606 20250826 9140.00 ... 9158.00 9184.00 P
167 p2607 20250826 9042.00 ... 9036.00 9086.00 P
168 p2608 20250826 8964.00 ... 8964.00 8948.00 P
169 pg2508 20250826 0.00 ... 3888.00 3888.00 PG
170 pg2509 20250826 3854.00 ... 3866.00 3871.00 PG
171 pg2510 20250826 4447.00 ... 4444.00 4420.00 PG
172 pg2511 20250826 4382.00 ... 4357.00 4339.00 PG
173 pg2512 20250826 4313.00 ... 4295.00 4279.00 PG
174 pg2601 20250826 4249.00 ... 4242.00 4227.00 PG
175 pg2602 20250826 4182.00 ... 4165.00 4156.00 PG
176 pg2603 20250826 4068.00 ... 4074.00 4068.00 PG
177 pg2604 20250826 4376.00 ... 4374.00 4365.00 PG
178 pg2605 20250826 4273.00 ... 4271.00 4278.00 PG
179 pg2606 20250826 0.00 ... 4209.00 4209.00 PG
180 pg2607 20250826 4141.00 ... 4141.00 4122.00 PG
181 pp2509 20250826 7014.00 ... 7014.00 7019.00 PP
182 pp2510 20250826 7029.00 ... 7026.00 7018.00 PP
183 pp2511 20250826 7040.00 ... 7040.00 7036.00 PP
184 pp2512 20250826 7058.00 ... 7058.00 7055.00 PP
185 pp2601 20250826 7079.00 ... 7072.00 7067.00 PP
186 pp2602 20250826 7058.00 ... 7048.00 7045.00 PP
187 pp2603 20250826 0.00 ... 7032.00 7039.00 PP
188 pp2604 20250826 7076.00 ... 7077.00 7066.00 PP
189 pp2605 20250826 7082.00 ... 7089.00 7086.00 PP
190 pp2606 20250826 7054.00 ... 7057.00 7050.00 PP
191 pp2607 20250826 7034.00 ... 7033.00 7031.00 PP
192 pp2608 20250826 7046.00 ... 7046.00 7047.00 PP
193 rr2509 20250826 3563.00 ... 3567.00 3576.00 RR
194 rr2510 20250826 3611.00 ... 3610.00 3610.00 RR
195 rr2511 20250826 3615.00 ... 3613.00 3613.00 RR
196 rr2512 20250826 3606.00 ... 3606.00 3608.00 RR
197 rr2601 20250826 3621.00 ... 3620.00 3622.00 RR
198 rr2602 20250826 3604.00 ... 3606.00 3608.00 RR
199 rr2603 20250826 0.00 ... 3610.00 3610.00 RR
200 rr2604 20250826 3618.00 ... 3617.00 3613.00 RR
201 rr2605 20250826 0.00 ... 3615.00 3615.00 RR
202 rr2606 20250826 0.00 ... 3605.00 3605.00 RR
203 rr2607 20250826 0.00 ... 3625.00 3625.00 RR
204 rr2608 20250826 3609.00 ... 3609.00 3581.00 RR
205 v2509 20250826 4894.00 ... 4878.00 4899.00 V
206 v2510 20250826 4939.00 ... 4922.00 4936.00 V
207 v2511 20250826 4980.00 ... 4957.00 4971.00 V
208 v2512 20250826 5020.00 ... 5002.00 5010.00 V
209 v2601 20250826 5062.00 ... 5026.00 5045.00 V
210 v2602 20250826 5093.00 ... 5067.00 5083.00 V
211 v2603 20250826 5120.00 ... 5096.00 5116.00 V
212 v2604 20250826 5317.00 ... 5292.00 5318.00 V
213 v2605 20250826 5360.00 ... 5332.00 5346.00 V
214 v2606 20250826 5388.00 ... 5359.00 5366.00 V
215 v2607 20250826 5418.00 ... 5390.00 5406.00 V
216 v2608 20250826 5417.00 ... 5385.00 5408.00 V
217 y2509 20250826 8560.00 ... 8554.00 8514.00 Y
218 y2511 20250826 8536.00 ... 8516.00 8500.00 Y
219 y2512 20250826 8526.00 ... 8542.00 8520.00 Y
220 y2601 20250826 8504.00 ... 8492.00 8472.00 Y
221 y2603 20250826 8438.00 ... 8438.00 8380.00 Y
222 y2605 20250826 8198.00 ... 8194.00 8164.00 Y
223 y2607 20250826 8144.00 ... 8122.00 8104.00 Y
224 y2608 20250826 8146.00 ... 8114.00 8112.00 Y
[225 rows x 12 columns]
2025-08-26 18:26:36,851 - future_1d - INFO - ak.get_dce_daily('2025-08-26') done
2025-08-26 18:26:38,592 - future_1d - INFO - save future_daily 2025-08-26 completed