62 MA607 20250827 2387.0 2387.0 ... 102.28 2379.0 2400.0 MA
63 MA608 20250827 2383.0 2385.0 ... 40.46 2380.0 2400.0 MA
64 OI509 20250827 9930.0 10000.0 ... 80313.77 9952.0 10001.0 OI
65 OI511 20250827 9880.0 9969.0 ... 452914.45 9919.0 9961.0 OI
66 OI601 20250827 9805.0 9888.0 ... 2578158.14 9840.0 9897.0 OI
67 OI603 20250827 9735.0 9806.0 ... 1756.73 9760.0 9807.0 OI
68 OI605 20250827 9639.0 9715.0 ... 27420.95 9676.0 9724.0 OI
69 OI607 20250827 9624.0 9671.0 ... 607.22 9638.0 9691.0 OI
70 PF509 20250827 6486.0 6514.0 ... 1166.65 6482.0 6504.0 PF
71 PF510 20250827 6598.0 6644.0 ... 460230.86 6610.0 6624.0 PF
72 PF511 20250827 6578.0 6622.0 ... 213319.68 6586.0 6612.0 PF
73 PF512 20250827 6558.0 6606.0 ... 68745.78 6574.0 6590.0 PF
74 PF601 20250827 6564.0 6602.0 ... 23842.54 6566.0 6596.0 PF
75 PF602 20250827 6676.0 6676.0 ... 151.34 6580.0 6596.0 PF
76 PF603 20250827 6690.0 6690.0 ... 72.49 6590.0 6614.0 PF
77 PF604 20250827 6624.0 6654.0 ... 82.80 6624.0 6646.0 PF
78 PF605 20250827 6624.0 6670.0 ... 122.70 6632.0 6658.0 PF
79 PF606 20250827 6638.0 6674.0 ... 56.45 6642.0 6678.0 PF
80 PF607 20250827 6658.0 6658.0 ... 13.27 6638.0 6678.0 PF
81 PF608 20250827 0.0 0.0 ... 0.00 6640.0 6662.0 PF
82 PK510 20250827 8080.0 8086.0 ... 57448.49 8054.0 8038.0 PK
83 PK511 20250827 7836.0 7848.0 ... 283468.56 7810.0 7812.0 PK
84 PK512 20250827 7848.0 7866.0 ... 73296.42 7824.0 7842.0 PK
85 PK601 20250827 7900.0 7918.0 ... 32612.27 7882.0 7898.0 PK
86 PK603 20250827 7894.0 7898.0 ... 177.21 7876.0 7906.0 PK
87 PK604 20250827 7906.0 7906.0 ... 189.41 7892.0 7902.0 PK
88 PK605 20250827 7918.0 7922.0 ... 4204.28 7896.0 7904.0 PK
89 PL601 20250827 6460.0 6474.0 ... 10374.77 6460.0 6482.0 PL
90 PL602 20250827 6499.0 6509.0 ... 272.60 6490.0 6528.0 PL
91 PL603 20250827 6501.0 6501.0 ... 38.89 6482.0 6500.0 PL
92 PL604 20250827 6473.0 6473.0 ... 12.95 6473.0 6498.0 PL
93 PL605 20250827 6372.0 6374.0 ... 50.97 6372.0 6391.0 PL
94 PL606 20250827 0.0 0.0 ... 0.00 6470.0 6479.0 PL
95 PL607 20250827 0.0 0.0 ... 0.00 6494.0 6512.0 PL
96 PL608 20250827 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250827 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250827 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250827 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250827 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250827 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250827 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250827 5838.0 5894.0 ... 2325.49 5850.0 5892.0 PR
104 PR510 20250827 6012.0 6056.0 ... 111464.45 6020.0 6052.0 PR
105 PR511 20250827 6022.0 6068.0 ... 759067.61 6028.0 6058.0 PR
106 PR512 20250827 6020.0 6072.0 ... 492386.21 6032.0 6052.0 PR
107 PR601 20250827 6030.0 6068.0 ... 5812.95 6028.0 6062.0 PR
108 PR602 20250827 6048.0 6048.0 ... 9.07 6048.0 6070.0 PR
109 PR603 20250827 0.0 0.0 ... 0.00 6034.0 6092.0 PR
110 PR604 20250827 6056.0 6056.0 ... 9.08 6056.0 6088.0 PR
111 PR605 20250827 6056.0 6058.0 ... 18.17 6058.0 6094.0 PR
112 PR606 20250827 6058.0 6060.0 ... 18.18 6060.0 6080.0 PR
113 PR607 20250827 0.0 0.0 ... 0.00 6082.0 6082.0 PR
114 PR608 20250827 0.0 0.0 ... 0.00 6080.0 6080.0 PR
115 PX509 20250827 6990.0 7046.0 ... 4944.58 6980.0 7048.0 PX
116 PX510 20250827 6994.0 7118.0 ... 567806.15 7022.0 7088.0 PX
117 PX511 20250827 6972.0 7094.0 ... 1475445.76 7010.0 7050.0 PX
118 PX512 20250827 6926.0 7020.0 ... 102569.87 6942.0 6982.0 PX
119 PX601 20250827 6900.0 6972.0 ... 169888.82 6916.0 6954.0 PX
120 PX602 20250827 6904.0 6942.0 ... 20.73 6912.0 6952.0 PX
121 PX603 20250827 6940.0 6940.0 ... 6.93 6928.0 6940.0 PX
122 PX604 20250827 0.0 0.0 ... 0.00 6852.0 6944.0 PX
123 PX605 20250827 6902.0 6956.0 ... 295.87 6882.0 6948.0 PX
124 PX606 20250827 0.0 0.0 ... 0.00 6842.0 6886.0 PX
125 PX607 20250827 6858.0 6858.0 ... 3.43 6858.0 6878.0 PX
126 PX608 20250827 6788.0 6830.0 ... 6.81 6810.0 6818.0 PX
127 RI509 20250827 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250827 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250827 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250827 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250827 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250827 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250827 2615.0 2615.0 ... 34464.73 2574.0 2606.0 RM
134 RM511 20250827 2552.0 2554.0 ... 21167.22 2531.0 2577.0 RM
135 RM601 20250827 2520.0 2520.0 ... 1072008.77 2501.0 2544.0 RM
136 RM603 20250827 2464.0 2465.0 ... 35822.86 2437.0 2484.0 RM
137 RM605 20250827 2460.0 2461.0 ... 178174.21 2449.0 2474.0 RM
138 RM607 20250827 2442.0 2444.0 ... 10095.49 2431.0 2455.0 RM
139 RM608 20250827 2508.0 2508.0 ... 222.46 2500.0 2521.0 RM
140 RS509 20250827 4877.0 4877.0 ... 53.28 4844.0 4852.0 RS
141 RS511 20250827 5200.0 5200.0 ... 15.54 5181.0 5268.0 RS
142 RS607 20250827 5600.0 5633.0 ... 112.26 5613.0 5643.0 RS
143 RS608 20250827 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250827 1195.0 1208.0 ... 110500.64 1198.0 1214.0 SA
145 SA510 20250827 1243.0 1252.0 ... 188678.40 1245.0 1259.0 SA
146 SA511 20250827 1246.0 1258.0 ... 312162.64 1249.0 1263.0 SA
147 SA512 20250827 1306.0 1316.0 ... 101487.75 1307.0 1321.0 SA
148 SA601 20250827 1312.0 1325.0 ... 2895057.23 1314.0 1327.0 SA
149 SA602 20250827 1339.0 1346.0 ... 3013.11 1336.0 1345.0 SA
150 SA603 20250827 1335.0 1349.0 ... 2024.22 1339.0 1347.0 SA
151 SA604 20250827 1372.0 1384.0 ... 718.60 1377.0 1386.0 SA
152 SA605 20250827 1375.0 1390.0 ... 80453.14 1380.0 1388.0 SA
153 SA606 20250827 1379.0 1395.0 ... 751.55 1387.0 1391.0 SA
154 SA607 20250827 1382.0 1409.0 ... 1920.70 1390.0 1392.0 SA
155 SA608 20250827 1395.0 1430.0 ... 595.92 1405.0 1406.0 SA
156 SF509 20250827 5468.0 5506.0 ... 19456.46 5466.0 5502.0 SF
157 SF510 20250827 5478.0 5514.0 ... 123983.55 5470.0 5510.0 SF
158 SF511 20250827 5656.0 5698.0 ... 503108.15 5658.0 5692.0 SF
159 SF512 20250827 5656.0 5678.0 ... 63029.73 5636.0 5680.0 SF
160 SF601 20250827 5636.0 5672.0 ... 92274.24 5630.0 5668.0 SF
161 SF602 20250827 5624.0 5634.0 ... 495.55 5600.0 5632.0 SF
162 SF603 20250827 5790.0 5800.0 ... 46.29 5786.0 5814.0 SF
163 SF604 20250827 5800.0 5800.0 ... 23.15 5788.0 5808.0 SF
164 SF605 20250827 5780.0 5788.0 ... 1359.53 5762.0 5794.0 SF
165 SF606 20250827 5744.0 5754.0 ... 34.41 5736.0 5752.0 SF
166 SF607 20250827 5908.0 5908.0 ... 20.59 5884.0 5904.0 SF
167 SF608 20250827 5854.0 5854.0 ... 2.93 5854.0 5884.0 SF
168 SH509 20250827 2540.0 2562.0 ... 30450.02 2551.0 2564.0 SH
169 SH510 20250827 2671.0 2687.0 ... 384752.20 2661.0 2701.0 SH
170 SH511 20250827 2686.0 2708.0 ... 764206.52 2679.0 2727.0 SH
171 SH512 20250827 2700.0 2733.0 ... 189483.02 2707.0 2748.0 SH
172 SH601 20250827 2700.0 2726.0 ... 3476304.62 2702.0 2739.0 SH
173 SH602 20250827 2719.0 2737.0 ... 8069.88 2717.0 2749.0 SH
174 SH603 20250827 2692.0 2746.0 ... 4354.43 2728.0 2757.0 SH
175 SH604 20250827 2781.0 2787.0 ... 998.01 2772.0 2802.0 SH
176 SH605 20250827 2791.0 2804.0 ... 45296.05 2788.0 2815.0 SH
177 SH606 20250827 2790.0 2801.0 ... 410.22 2791.0 2812.0 SH
178 SH607 20250827 2771.0 2778.0 ... 83.09 2770.0 2789.0 SH
179 SH608 20250827 2780.0 2785.0 ... 241.28 2773.0 2793.0 SH
180 SM509 20250827 5760.0 5784.0 ... 43070.78 5756.0 5794.0 SM
181 SM510 20250827 5778.0 5800.0 ... 99261.45 5770.0 5800.0 SM
182 SM511 20250827 5842.0 5876.0 ... 204141.18 5844.0 5872.0 SM
183 SM512 20250827 5858.0 5876.0 ... 35796.72 5852.0 5880.0 SM
184 SM601 20250827 5860.0 5886.0 ... 379198.22 5856.0 5886.0 SM
185 SM602 20250827 5890.0 5890.0 ... 129.25 5876.0 5894.0 SM
186 SM603 20250827 5906.0 5906.0 ... 109.05 5896.0 5910.0 SM
187 SM604 20250827 5900.0 5900.0 ... 5.89 5892.0 5910.0 SM
188 SM605 20250827 5920.0 5930.0 ... 8566.43 5904.0 5930.0 SM
189 SM606 20250827 5908.0 5908.0 ... 5.90 5902.0 5946.0 SM
190 SM607 20250827 5956.0 5956.0 ... 14.80 5922.0 5962.0 SM
191 SM608 20250827 5936.0 5948.0 ... 14.83 5932.0 5964.0 SM
192 SR509 20250827 5683.0 5683.0 ... 25856.77 5647.0 5696.0 SR
193 SR511 20250827 5625.0 5625.0 ... 193997.04 5611.0 5647.0 SR
194 SR601 20250827 5632.0 5639.0 ... 829540.50 5625.0 5658.0 SR
195 SR603 20250827 5608.0 5616.0 ... 2135.64 5605.0 5631.0 SR
196 SR605 20250827 5601.0 5604.0 ... 30929.99 5593.0 5623.0 SR
197 SR607 20250827 5593.0 5598.0 ... 1000.40 5589.0 5610.0 SR
198 TA509 20250827 4830.0 4848.0 ... 142268.56 4816.0 4844.0 TA
199 TA510 20250827 4860.0 4900.0 ... 323537.31 4856.0 4898.0 TA
200 TA511 20250827 4850.0 4896.0 ... 258008.27 4852.0 4882.0 TA
201 TA512 20250827 4852.0 4896.0 ... 72401.63 4856.0 4878.0 TA
202 TA601 20250827 4854.0 4892.0 ... 1664651.22 4854.0 4882.0 TA
203 TA602 20250827 4870.0 4890.0 ... 60.77 4862.0 4892.0 TA
204 TA603 20250827 4864.0 4904.0 ... 149.28 4896.0 4904.0 TA
205 TA604 20250827 4864.0 4906.0 ... 24.47 4896.0 4900.0 TA
206 TA605 20250827 4894.0 4918.0 ... 27613.75 4886.0 4914.0 TA
207 TA606 20250827 4900.0 4900.0 ... 14.68 4892.0 4926.0 TA
208 TA607 20250827 4884.0 4884.0 ... 21.95 4878.0 4942.0 TA
209 TA608 20250827 4902.0 4902.0 ... 7.34 4892.0 4934.0 TA
210 UR509 20250827 1703.0 1728.0 ... 19636.29 1710.0 1710.0 UR
211 UR510 20250827 1708.0 1735.0 ... 24795.19 1719.0 1717.0 UR
212 UR511 20250827 1743.0 1761.0 ... 39305.24 1743.0 1743.0 UR
213 UR512 20250827 1733.0 1759.0 ... 365.99 1743.0 1740.0 UR
214 UR601 20250827 1740.0 1763.0 ... 650016.47 1745.0 1742.0 UR
215 UR602 20250827 1739.0 1760.0 ... 617.81 1745.0 1738.0 UR
216 UR603 20250827 1776.0 1795.0 ... 389.21 1785.0 1780.0 UR
217 UR604 20250827 1775.0 1793.0 ... 282.06 1785.0 1782.0 UR
218 UR605 20250827 1778.0 1794.0 ... 25228.61 1781.0 1783.0 UR
219 UR606 20250827 1770.0 1787.0 ... 184.42 1773.0 1776.0 UR
220 UR607 20250827 1790.0 1804.0 ... 375.91 1790.0 1792.0 UR
221 UR608 20250827 1789.0 1800.0 ... 186.26 1791.0 1791.0 UR
222 WH509 20250827 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250827 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250827 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250827 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250827 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250827 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250827 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-08-29 18:26:09,194 - future_1d - INFO - ak.get_czce_daily('2025-08-27') done
2025-08-29 18:26:10,944 - future_1d - INFO - save future_daily 2025-08-27 completed
symbol date open ... settle pre_settle variety
0 a2509 20250828 4094.00 ... 4087.00 4086.00 A
1 a2511 20250828 3935.00 ... 3933.00 3956.00 A
2 a2601 20250828 3936.00 ... 3934.00 3959.00 A
3 a2603 20250828 3942.00 ... 3940.00 3966.00 A
4 a2605 20250828 3987.00 ... 3982.00 4005.00 A
5 a2607 20250828 3993.00 ... 3990.00 4013.00 A
6 b2509 20250828 3675.00 ... 3664.00 3674.00 B
7 b2510 20250828 3694.00 ... 3680.00 3693.00 B
8 b2511 20250828 3730.00 ... 3725.00 3748.00 B
9 b2512 20250828 3771.00 ... 3762.00 3786.00 B
10 b2601 20250828 3750.00 ... 3752.00 3776.00 B
11 b2602 20250828 3737.00 ... 3734.00 3758.00 B
12 b2603 20250828 3715.00 ... 3699.00 3711.00 B
13 b2604 20250828 3600.00 ... 3603.00 3601.00 B
14 b2605 20250828 3564.00 ... 3545.00 3553.00 B
15 b2606 20250828 3544.00 ... 3524.00 3533.00 B
16 b2607 20250828 3539.00 ... 3530.00 3533.00 B
17 b2608 20250828 3618.00 ... 3612.00 3615.00 B
18 bb2509 20250828 0.00 ... 143.15 143.15 BB
19 bb2511 20250828 143.80 ... 144.00 144.50 BB
20 bb2601 20250828 146.35 ... 147.50 147.40 BB
21 bb2603 20250828 0.00 ... 147.25 147.20 BB
22 bb2605 20250828 0.00 ... 141.05 141.00 BB
23 bb2607 20250828 0.00 ... 146.80 146.75 BB
24 bz2603 20250828 6118.00 ... 6096.00 6152.00 BZ
25 bz2604 20250828 6085.00 ... 6074.00 6138.00 BZ
26 bz2605 20250828 6095.00 ... 6093.00 6137.00 BZ
27 bz2606 20250828 6068.00 ... 6066.00 6170.00 BZ
28 bz2607 20250828 0.00 ... 6166.00 6175.00 BZ
29 bz2608 20250828 0.00 ... 6175.00 6175.00 BZ
30 c2509 20250828 2229.00 ... 2244.00 2213.00 C
31 c2511 20250828 2168.00 ... 2178.00 2159.00 C
32 c2601 20250828 2169.00 ... 2177.00 2165.00 C
33 c2603 20250828 2188.00 ... 2195.00 2184.00 C
34 c2605 20250828 2240.00 ... 2243.00 2234.00 C
35 c2607 20250828 2256.00 ... 2256.00 2251.00 C
36 cs2509 20250828 2510.00 ... 2528.00 2523.00 CS
37 cs2511 20250828 2471.00 ... 2484.00 2470.00 CS
38 cs2601 20250828 2518.00 ... 2521.00 2509.00 CS
39 cs2603 20250828 2526.00 ... 2531.00 2517.00 CS
40 cs2605 20250828 2597.00 ... 2601.00 2590.00 CS
41 cs2607 20250828 2606.00 ... 2605.00 2595.00 CS
42 eb2509 20250828 7132.00 ... 7109.00 7185.00 EB
43 eb2510 20250828 7180.00 ... 7148.00 7227.00 EB
44 eb2511 20250828 7193.00 ... 7165.00 7243.00 EB
45 eb2512 20250828 7237.00 ... 7190.00 7268.00 EB
46 eb2601 20250828 7260.00 ... 7218.00 7290.00 EB
47 eb2602 20250828 7306.00 ... 7255.00 7321.00 EB
48 eb2603 20250828 7329.00 ... 7299.00 7340.00 EB
49 eb2604 20250828 7310.00 ... 7318.00 7356.00 EB
50 eb2605 20250828 7345.00 ... 7310.00 7383.00 EB
51 eb2606 20250828 0.00 ... 7341.00 7341.00 EB
52 eb2607 20250828 0.00 ... 7376.00 7376.00 EB
53 eb2608 20250828 0.00 ... 7350.00 7410.00 EB
54 eg2509 20250828 4444.00 ... 4429.00 4440.00 EG
55 eg2510 20250828 4460.00 ... 4437.00 4460.00 EG
56 eg2511 20250828 4464.00 ... 4447.00 4473.00 EG
57 eg2512 20250828 4470.00 ... 4463.00 4488.00 EG
58 eg2601 20250828 4478.00 ... 4464.00 4492.00 EG
59 eg2602 20250828 4486.00 ... 4481.00 4502.00 EG
60 eg2603 20250828 4481.00 ... 4476.00 4505.00 EG
61 eg2604 20250828 4498.00 ... 4518.00 4533.00 EG
62 eg2605 20250828 4505.00 ... 4505.00 4523.00 EG
63 eg2606 20250828 0.00 ... 4522.00 4522.00 EG
64 eg2607 20250828 4509.00 ... 4507.00 4525.00 EG
65 eg2608 20250828 0.00 ... 4513.00 4513.00 EG
66 fb2509 20250828 1319.00 ... 1319.00 1306.00 FB
67 fb2510 20250828 1278.00 ... 1274.50 1276.00 FB
68 fb2511 20250828 1277.50 ... 1274.50 1276.50 FB
69 fb2512 20250828 1274.50 ... 1271.50 1278.50 FB
70 fb2601 20250828 1272.50 ... 1272.00 1276.00 FB
71 fb2602 20250828 1269.00 ... 1265.50 1274.00 FB
72 fb2603 20250828 0.00 ... 1313.50 1313.50 FB
73 fb2604 20250828 0.00 ... 1310.50 1310.50 FB
74 fb2605 20250828 0.00 ... 1311.00 1311.00 FB
75 fb2606 20250828 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250828 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250828 0.00 ... 1302.50 1302.50 FB
78 i2509 20250828 796.50 ... 801.50 797.00 I
79 i2510 20250828 792.50 ... 797.00 793.00 I
80 i2511 20250828 790.00 ... 794.50 790.50 I
81 i2512 20250828 785.00 ... 789.00 785.50 I
82 i2601 20250828 776.00 ... 781.50 777.00 I
83 i2602 20250828 771.00 ... 774.50 772.50 I
84 i2603 20250828 766.00 ... 770.50 767.00 I
85 i2604 20250828 761.50 ... 765.50 762.50 I
86 i2605 20250828 754.50 ... 758.50 754.50 I
87 i2606 20250828 749.50 ... 752.50 750.50 I
88 i2607 20250828 747.00 ... 750.00 747.00 I
89 i2608 20250828 742.00 ... 746.00 743.50 I
90 j2509 20250828 1608.00 ... 1584.50 1608.00 J
91 j2510 20250828 1604.50 ... 1612.00 1627.00 J
92 j2511 20250828 1641.50 ... 1633.50 1654.00 J
93 j2512 20250828 1646.00 ... 1642.50 1651.00 J
94 j2601 20250828 1678.50 ... 1657.50 1681.00 J
95 j2602 20250828 1696.50 ... 1674.50 1703.00 J
96 j2603 20250828 1700.00 ... 1689.00 1721.00 J
97 j2604 20250828 0.00 ... 1752.50 1752.50 J
98 j2605 20250828 1765.00 ... 1743.00 1768.00 J
99 j2606 20250828 0.00 ... 1779.00 1804.00 J
100 j2607 20250828 0.00 ... 1804.00 1805.50 J
101 j2608 20250828 0.00 ... 1802.50 1806.00 J
102 jd2509 20250828 2890.00 ... 2848.00 2909.00 JD
103 jd2510 20250828 2970.00 ... 2951.00 2997.00 JD
104 jd2511 20250828 3015.00 ... 2981.00 3047.00 JD
105 jd2512 20250828 3125.00 ... 3101.00 3174.00 JD
106 jd2601 20250828 3345.00 ... 3314.00 3366.00 JD
107 jd2602 20250828 3093.00 ... 3075.00 3100.00 JD
108 jd2603 20250828 3116.00 ... 3093.00 3121.00 JD
109 jd2604 20250828 3300.00 ... 3276.00 3320.00 JD
110 jd2605 20250828 3430.00 ... 3390.00 3452.00 JD
111 jd2606 20250828 3275.00 ... 3205.00 3301.00 JD
112 jd2607 20250828 3508.00 ... 3398.00 3531.00 JD
113 jd2608 20250828 3921.00 ... 3804.00 3980.00 JD
114 jm2509 20250828 1021.00 ... 1005.50 1025.00 JM
115 jm2510 20250828 1034.00 ... 1028.50 1052.50 JM
116 jm2511 20250828 1085.50 ... 1076.00 1097.50 JM
117 jm2512 20250828 1132.00 ... 1117.00 1133.50 JM
118 jm2601 20250828 1155.00 ... 1152.50 1164.50 JM
119 jm2602 20250828 1173.00 ... 1169.00 1179.00 JM
120 jm2603 20250828 1183.00 ... 1178.50 1189.50 JM
121 jm2604 20250828 1190.50 ... 1189.00 1195.50 JM
122 jm2605 20250828 1198.00 ... 1194.00 1204.00 JM
123 jm2606 20250828 1203.50 ... 1206.50 1209.00 JM
124 jm2607 20250828 1212.50 ... 1209.50 1221.00 JM
125 jm2608 20250828 1211.50 ... 1222.50 1224.50 JM
126 l2509 20250828 7335.00 ... 7303.00 7338.00 L
127 l2510 20250828 7340.00 ... 7322.00 7362.00 L
128 l2511 20250828 7363.00 ... 7338.00 7381.00 L
129 l2512 20250828 7372.00 ... 7350.00 7390.00 L
130 l2601 20250828 7370.00 ... 7352.00 7389.00 L
131 l2602 20250828 7360.00 ... 7345.00 7380.00 L
132 l2603 20250828 7358.00 ... 7351.00 7367.00 L
133 l2604 20250828 7385.00 ... 7379.00 7407.00 L
134 l2605 20250828 7376.00 ... 7354.00 7394.00 L
135 l2606 20250828 7360.00 ... 7354.00 7393.00 L
136 l2607 20250828 7360.00 ... 7365.00 7398.00 L
137 l2608 20250828 7378.00 ... 7408.00 7389.00 L
138 lg2509 20250828 794.00 ... 788.50 797.50 LG
139 lg2511 20250828 815.00 ... 815.50 819.00 LG
140 lg2601 20250828 827.00 ... 830.00 830.00 LG
141 lg2603 20250828 829.50 ... 834.00 835.00 LG
142 lg2605 20250828 829.50 ... 833.50 835.00 LG
143 lg2607 20250828 829.50 ... 834.00 833.00 LG
144 lh2509 20250828 13460.00 ... 13350.00 13525.00 LH
145 lh2511 20250828 13715.00 ... 13635.00 13780.00 LH
146 lh2601 20250828 14050.00 ... 13985.00 14130.00 LH
147 lh2603 20250828 13230.00 ... 13165.00 13240.00 LH
148 lh2605 20250828 13645.00 ... 13560.00 13640.00 LH
149 lh2607 20250828 14140.00 ... 14115.00 14165.00 LH
150 m2509 20250828 2992.00 ... 2992.00 3005.00 M
151 m2511 20250828 3005.00 ... 3012.00 3021.00 M
152 m2512 20250828 3048.00 ... 3054.00 3063.00 M
153 m2601 20250828 3044.00 ... 3046.00 3055.00 M
154 m2603 20250828 2996.00 ... 2992.00 2999.00 M
155 m2605 20250828 2829.00 ... 2821.00 2827.00 M
156 m2607 20250828 2823.00 ... 2815.00 2823.00 M
157 m2608 20250828 2950.00 ... 2945.00 2951.00 M
158 p2509 20250828 9436.00 ... 9388.00 9432.00 P
159 p2510 20250828 9476.00 ... 9466.00 9498.00 P
160 p2511 20250828 9490.00 ... 9454.00 9494.00 P
161 p2512 20250828 9508.00 ... 9466.00 9508.00 P
162 p2601 20250828 9518.00 ... 9476.00 9518.00 P
163 p2602 20250828 9470.00 ... 9410.00 9476.00 P
164 p2603 20250828 9408.00 ... 9370.00 9414.00 P
165 p2604 20250828 9328.00 ... 9304.00 9374.00 P
166 p2605 20250828 9250.00 ... 9214.00 9266.00 P
167 p2606 20250828 9096.00 ... 9116.00 9142.00 P
168 p2607 20250828 8978.00 ... 8980.00 9018.00 P
169 p2608 20250828 8900.00 ... 8900.00 8956.00 P
170 pg2509 20250828 3871.00 ... 3859.00 3884.00 PG
171 pg2510 20250828 4410.00 ... 4422.00 4430.00 PG
172 pg2511 20250828 4324.00 ... 4334.00 4335.00 PG
173 pg2512 20250828 4260.00 ... 4275.00 4274.00 PG
174 pg2601 20250828 4212.00 ... 4218.00 4217.00 PG
175 pg2602 20250828 4149.00 ... 4147.00 4144.00 PG
176 pg2603 20250828 4060.00 ... 4055.00 4052.00 PG
177 pg2604 20250828 4365.00 ... 4358.00 4352.00 PG
178 pg2605 20250828 4263.00 ... 4268.00 4276.00 PG
179 pg2606 20250828 0.00 ... 4209.00 4209.00 PG
180 pg2607 20250828 0.00 ... 4126.00 4126.00 PG
181 pg2608 20250828 0.00 ... 4141.00 4141.00 PG
182 pp2509 20250828 6980.00 ... 6952.00 6982.00 PP
183 pp2510 20250828 6985.00 ... 6959.00 6987.00 PP
184 pp2511 20250828 6992.00 ... 6981.00 7008.00 PP
185 pp2512 20250828 7014.00 ... 7001.00 7026.00 PP
186 pp2601 20250828 7026.00 ... 7013.00 7036.00 PP
187 pp2602 20250828 7000.00 ... 6993.00 7015.00 PP
188 pp2603 20250828 6994.00 ... 6982.00 7013.00 PP
189 pp2604 20250828 7001.00 ... 7001.00 7027.00 PP
190 pp2605 20250828 7028.00 ... 7028.00 7054.00 PP
191 pp2606 20250828 6998.00 ... 7010.00 7012.00 PP
192 pp2607 20250828 6982.00 ... 6983.00 6985.00 PP
193 pp2608 20250828 6988.00 ... 6985.00 7044.00 PP
194 rr2509 20250828 3560.00 ... 3554.00 3558.00 RR
195 rr2510 20250828 3611.00 ... 3610.00 3611.00 RR
196 rr2511 20250828 3611.00 ... 3611.00 3613.00 RR
197 rr2512 20250828 3606.00 ... 3602.00 3610.00 RR
198 rr2601 20250828 3624.00 ... 3619.00 3621.00 RR
199 rr2602 20250828 3604.00 ... 3604.00 3606.00 RR
200 rr2603 20250828 0.00 ... 3610.00 3610.00 RR
201 rr2604 20250828 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250828 0.00 ... 3615.00 3615.00 RR
203 rr2606 20250828 0.00 ... 3605.00 3605.00 RR
204 rr2607 20250828 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250828 0.00 ... 3625.00 3625.00 RR
206 v2509 20250828 4802.00 ... 4785.00 4840.00 V
207 v2510 20250828 4842.00 ... 4829.00 4878.00 V
208 v2511 20250828 4879.00 ... 4865.00 4913.00 V
209 v2512 20250828 4917.00 ... 4903.00 4956.00 V
210 v2601 20250828 4947.00 ... 4934.00 4990.00 V
211 v2602 20250828 4988.00 ... 4970.00 5023.00 V
212 v2603 20250828 4997.00 ... 5002.00 5058.00 V
213 v2604 20250828 5231.00 ... 5205.00 5274.00 V
214 v2605 20250828 5252.00 ... 5239.00 5301.00 V
215 v2606 20250828 5259.00 ... 5257.00 5324.00 V
216 v2607 20250828 5312.00 ... 5297.00 5356.00 V
217 v2608 20250828 5325.00 ... 5322.00 5369.00 V
218 y2509 20250828 8468.00 ... 8452.00 8492.00 Y
219 y2511 20250828 8434.00 ... 8418.00 8452.00 Y
220 y2512 20250828 8454.00 ... 8442.00 8470.00 Y
221 y2601 20250828 8408.00 ... 8390.00 8418.00 Y
222 y2603 20250828 8340.00 ... 8342.00 8352.00 Y
223 y2605 20250828 8114.00 ... 8114.00 8128.00 Y
224 y2607 20250828 8080.00 ... 8068.00 8068.00 Y
225 y2608 20250828 8070.00 ... 8038.00 8068.00 Y
[226 rows x 12 columns]
2025-08-29 18:26:16,259 - future_1d - INFO - ak.get_dce_daily('2025-08-28') done
symbol date open high ... turnover settle pre_settle variety
0 SC2509 20250828 473.2 476.1 ... 9461.74 473 479.4 SC
1 SC2510 20250828 482.5 483.6 ... 4493574.92 481.1 486.4 SC
2 SC2511 20250828 483.5 485.5 ... 615995.55 482.7 485.7 SC
3 SC2512 20250828 483.2 485.8 ... 199000.19 483.1 484.4 SC
4 SC2601 20250828 483.5 485.7 ... 41019.72 483.1 483.2 SC
5 SC2602 20250828 483.1 484.5 ... 4148.52 482.3 482.2 SC
6 SC2603 20250828 482.2 483 ... 2934.7 481 480.7 SC
7 SC2604 20250828 481 481.2 ... 816.54 480.3 479.2 SC
8 SC2605 20250828 480.1 480.6 ... 1676.83 479 478.7 SC
9 SC2606 20250828 479.1 479.7 ... 3011.88 478 478.4 SC
10 SC2607 20250828 ... 0 477.5 477.5 SC
11 SC2608 20250828 478.5 478.5 ... 47.85 478.5 476.7 SC
12 SC2609 20250828 476.9 477.5 ... 285.67 476.1 476.9 SC
13 SC2612 20250828 481.2 481.2 ... 48.12 481.2 479 SC
14 SC2703 20250828 ... 0 477.3 477.3 SC
15 SC2706 20250828 473 473 ... 47.3 473 476.9 SC
16 SC2709 20250828 473.7 473.7 ... 94.57 472.8 472.1 SC
17 SC2712 20250828 471.3 471.3 ... 47.13 471.3 473 SC
18 SC2803 20250828 ... 0 471 471.9 SC
19 SC2806 20250828 468 471.9 ... 281.22 468.7 467.6 SC
21 LU2509 20250828 3265 3420 ... 62.941 3312 3478 LU
22 LU2510 20250828 3495 3520 ... 30440.267 3495 3487 LU
23 LU2511 20250828 3503 3523 ... 310121.016 3501 3489 LU
24 LU2512 20250828 3479 3503 ... 103646.401 3484 3470 LU
25 LU2601 20250828 3455 3486 ... 11217.641 3466 3449 LU
26 LU2602 20250828 3437 3462 ... 2036.327 3445 3441 LU
27 LU2603 20250828 3440 3443 ... 24.076 3439 3421 LU
28 LU2604 20250828 ... 0 3415 3415 LU
29 LU2605 20250828 3416 3416 ... 20.474 3412 3401 LU
30 LU2606 20250828 3424 3424 ... 3.424 3424 3423 LU
31 LU2607 20250828 3415 3428 ... 37.59 3417 3406 LU
32 LU2608 20250828 3407 3408 ... 10.223 3407 3403 LU
34 NR2509 20250828 12495 12770 ... 14431.115 12645 12695 NR
35 NR2510 20250828 12650 12845 ... 1131415.99 12725 12780 NR
36 NR2511 20250828 12680 12880 ... 519564.015 12770 12800 NR
37 NR2512 20250828 12770 12900 ... 158489.52 12790 12830 NR
38 NR2601 20250828 12740 12925 ... 97159.585 12810 12835 NR
39 NR2602 20250828 12765 12925 ... 2862.155 12830 12860 NR
40 NR2603 20250828 12855 12970 ... 464.5 12900 12860 NR
41 NR2604 20250828 12895 13010 ... 194.77 12980 12965 NR
42 NR2605 20250828 12925 13005 ... 272.715 12985 13015 NR
43 NR2606 20250828 12985 12990 ... 77.88 12980 12965 NR
44 NR2607 20250828 12970 12985 ... 38.94 12980 12975 NR
45 NR2608 20250828 12965 12965 ... 64.805 12960 13000 NR
47 BC2509 20250828 69970 71120 ... 90479.34 69840 70410 BC
48 BC2510 20250828 70070 70120 ... 105449.515 69940 70470 BC
49 BC2511 20250828 69230 70140 ... 5003.47 69970 70390 BC
50 BC2512 20250828 ... 0 70180 70180 BC
51 BC2601 20250828 ... 0 70100 70100 BC
52 BC2602 20250828 ... 0 70100 70100 BC
53 BC2603 20250828 ... 0 70100 70100 BC
54 BC2604 20250828 ... 0 70100 70100 BC
55 BC2605 20250828 70170 70170 ... 35.085 70170 70490 BC
56 BC2606 20250828 ... 0 69790 69790 BC
57 BC2607 20250828 ... 0 69370 69370 BC
58 BC2608 20250828 ... 0 69370 69370 BC
60 EC2510 20250828 1315 1319.2 ... 163221.281 1288.7 1329 EC
61 EC2512 20250828 1613 1614.2 ... 63291.8475 1580.5 1633.9 EC
62 EC2602 20250828 1440 1445.2 ... 8992.878 1412.8 1455.2 EC
63 EC2604 20250828 1246 1248.2 ... 11102.7865 1226.1 1254.7 EC
64 EC2606 20250828 1405 1406.8 ... 1347.9065 1389.5 1418 EC
65 EC2608 20250828 1610 1610 ... 820.86 1578.5 1613.6 EC
68 SC_TAS2510 20250828 ... SC_TAS
69 SC_TAS2511 20250828 ... SC_TAS
70 SC_TAS2512 20250828 ... SC_TAS
[65 rows x 12 columns]
2025-08-29 18:26:16,330 - future_1d - INFO - ak.get_ine_daily('2025-08-28') done
symbol date open ... settle pre_settle variety
0 PS2509 20250828 48800.0 ... 49140.0 50050.0 PS
1 PS2510 20250828 48405.0 ... 49105.0 49980.0 PS
2 PS2511 20250828 49220.0 ... 48960.0 49715.0 PS
3 PS2512 20250828 51100.0 ... 51510.0 52155.0 PS
4 PS2601 20250828 51290.0 ... 51590.0 52280.0 PS
5 PS2602 20250828 51600.0 ... 51675.0 52570.0 PS
6 PS2603 20250828 51810.0 ... 51790.0 52555.0 PS
7 PS2604 20250828 51930.0 ... 52060.0 52860.0 PS
8 PS2605 20250828 51895.0 ... 52025.0 52810.0 PS
9 PS2606 20250828 54400.0 ... 54580.0 55380.0 PS
10 PS2607 20250828 54650.0 ... 54715.0 55400.0 PS
11 PS2608 20250828 54850.0 ... 54700.0 55415.0 PS
13 SI2509 20250828 8420.0 ... 8445.0 8505.0 SI
14 SI2510 20250828 8500.0 ... 8490.0 8530.0 SI
15 SI2511 20250828 8530.0 ... 8500.0 8540.0 SI
16 SI2512 20250828 8830.0 ... 8875.0 8900.0 SI
17 SI2601 20250828 8880.0 ... 8850.0 8885.0 SI
18 SI2602 20250828 8855.0 ... 8845.0 8870.0 SI
19 SI2603 20250828 8825.0 ... 8870.0 8905.0 SI
20 SI2604 20250828 8830.0 ... 8880.0 8915.0 SI
21 SI2605 20250828 8850.0 ... 8865.0 8915.0 SI
22 SI2606 20250828 8870.0 ... 8845.0 8935.0 SI
23 SI2607 20250828 8850.0 ... 8855.0 8930.0 SI
24 SI2608 20250828 8835.0 ... 8840.0 8915.0 SI
27 LC2509 20250828 78600.0 ... 77120.0 79880.0 LC
28 LC2510 20250828 78600.0 ... 77040.0 80140.0 LC
29 LC2511 20250828 77800.0 ... 76880.0 80000.0 LC
30 LC2512 20250828 77480.0 ... 76420.0 79540.0 LC
31 LC2601 20250828 77100.0 ... 76140.0 79320.0 LC
32 LC2602 20250828 78000.0 ... 75700.0 78780.0 LC
33 LC2603 20250828 77660.0 ... 75520.0 78500.0 LC
34 LC2604 20250828 76820.0 ... 75480.0 78360.0 LC
35 LC2605 20250828 77300.0 ... 75340.0 78160.0 LC
36 LC2606 20250828 76300.0 ... 75080.0 77840.0 LC
37 LC2607 20250828 77000.0 ... 75020.0 77780.0 LC
38 LC2608 20250828 76680.0 ... 75280.0 78180.0 LC
[36 rows x 12 columns]
2025-08-29 18:26:16,455 - future_1d - INFO - ak.get_gfex_daily('2025-08-28') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250828 ... 78880 79340 CU
1 1 CU2510 20250828 ... 78820 79350 CU
2 2 CU2511 20250828 ... 78830 79340 CU
3 3 CU2512 20250828 ... 78800 79310 CU
4 4 CU2601 20250828 ... 78750 79330 CU
5 5 CU2602 20250828 ... 78760 79330 CU
6 6 CU2603 20250828 ... 78750 79330 CU
7 7 CU2604 20250828 ... 78800 79360 CU
8 8 CU2605 20250828 ... 78850 79370 CU
9 9 CU2606 20250828 ... 78870 79360 CU
10 10 CU2607 20250828 ... 78900 79410 CU
11 11 CU2608 20250828 ... 78890 79440 CU
12 12 BC2509 20250828 ... 69840 70410 BC
13 13 BC2510 20250828 ... 69940 70470 BC
14 14 BC2511 20250828 ... 69970 70390 BC
15 15 BC2512 20250828 ... 70180 70180 BC
16 16 BC2601 20250828 ... 70100 70100 BC
17 17 BC2602 20250828 ... 70100 70100 BC
18 18 BC2603 20250828 ... 70100 70100 BC
19 19 BC2604 20250828 ... 70100 70100 BC
20 20 BC2605 20250828 ... 70170 70490 BC
21 21 BC2606 20250828 ... 69790 69790 BC
22 22 BC2607 20250828 ... 69370 69370 BC
23 23 BC2608 20250828 ... 69370 69370 BC
24 24 AL2509 20250828 ... 20730 20855 AL
25 25 AL2510 20250828 ... 20710 20850 AL
26 26 AL2511 20250828 ... 20700 20830 AL
27 27 AL2512 20250828 ... 20670 20790 AL
28 28 AL2601 20250828 ... 20650 20765 AL
29 29 AL2602 20250828 ... 20660 20760 AL
30 30 AL2603 20250828 ... 20680 20795 AL
31 31 AL2604 20250828 ... 20695 20820 AL
32 32 AL2605 20250828 ... 20705 20835 AL
33 33 AL2606 20250828 ... 20725 20785 AL
34 34 AL2607 20250828 ... 20710 20785 AL
35 35 AL2608 20250828 ... 20705 20845 AL
36 36 ZN2509 20250828 ... 22140 22335 ZN
37 37 ZN2510 20250828 ... 22135 22350 ZN
38 38 ZN2511 20250828 ... 22130 22340 ZN
39 39 ZN2512 20250828 ... 22135 22335 ZN
40 40 ZN2601 20250828 ... 22135 22335 ZN
41 41 ZN2602 20250828 ... 22140 22325 ZN
42 42 ZN2603 20250828 ... 22165 22335 ZN
43 43 ZN2604 20250828 ... 22165 22360 ZN
44 44 ZN2605 20250828 ... 22185 22350 ZN
45 45 ZN2606 20250828 ... 22160 22375 ZN
46 46 ZN2607 20250828 ... 22175 22390 ZN
47 47 ZN2608 20250828 ... 22215 22395 ZN
48 48 PB2509 20250828 ... 16855 16890 PB
49 49 PB2510 20250828 ... 16880 16915 PB
50 50 PB2511 20250828 ... 16875 16905 PB
51 51 PB2512 20250828 ... 16880 16905 PB
52 52 PB2601 20250828 ... 16915 16930 PB
53 53 PB2602 20250828 ... 16965 16965 PB
54 54 PB2603 20250828 ... 16995 16995 PB
55 55 PB2604 20250828 ... 16985 17005 PB
56 56 PB2605 20250828 ... 17015 17035 PB
57 57 PB2606 20250828 ... 17055 17060 PB
58 58 PB2607 20250828 ... 17090 17085 PB
59 59 PB2608 20250828 ... 17090 17090 PB
60 60 NI2509 20250828 ... 120550 121550 NI
61 61 NI2510 20250828 ... 120760 121830 NI
62 62 NI2511 20250828 ... 120900 122040 NI
63 63 NI2512 20250828 ... 121100 122230 NI
64 64 NI2601 20250828 ... 121370 122450 NI
65 65 NI2602 20250828 ... 121600 122520 NI
66 66 NI2603 20250828 ... 121860 122840 NI
67 67 NI2604 20250828 ... 122070 123180 NI
68 68 NI2605 20250828 ... 122330 123490 NI
69 69 NI2606 20250828 ... 122710 123750 NI
70 70 NI2607 20250828 ... 122740 123810 NI
71 71 NI2608 20250828 ... 123130 123950 NI
72 72 SN2509 20250828 ... 271850 270810 SN
73 73 SN2510 20250828 ... 272350 271490 SN
74 74 SN2511 20250828 ... 272610 271880 SN
75 75 SN2512 20250828 ... 272570 271990 SN
76 76 SN2601 20250828 ... 272740 272130 SN
77 77 SN2602 20250828 ... 273250 272110 SN
78 78 SN2603 20250828 ... 272980 271400 SN
79 79 SN2604 20250828 ... 273030 272420 SN
80 80 SN2605 20250828 ... 272960 272750 SN
81 81 SN2606 20250828 ... 273980 273130 SN
82 82 SN2607 20250828 ... 273270 273260 SN
83 83 SN2608 20250828 ... 273360 271540 SN
84 84 AO2509 20250828 ... 3032 3053 AO
85 85 AO2510 20250828 ... 3036 3053 AO
86 86 AO2511 20250828 ... 3037 3054 AO
87 87 AO2512 20250828 ... 3044 3057 AO
88 88 AO2601 20250828 ... 3047 3066 AO
89 89 AO2602 20250828 ... 3044 3063 AO
90 90 AO2603 20250828 ... 3046 3070 AO
91 91 AO2604 20250828 ... 3048 3072 AO
92 92 AO2605 20250828 ... 3057 3076 AO
93 93 AO2606 20250828 ... 3057 3082 AO
94 94 AO2607 20250828 ... 3062 3083 AO
95 95 AO2608 20250828 ... 3072 3082 AO
96 96 AD2511 20250828 ... 20290 20440 AD
97 97 AD2512 20250828 ... 20300 20425 AD
98 98 AD2601 20250828 ... 20245 20425 AD
99 99 AD2602 20250828 ... 20210 20425 AD
100 100 AD2603 20250828 ... 20220 20220 AD
101 101 AD2604 20250828 ... 19975 19975 AD
102 102 AD2605 20250828 ... 20160 20160 AD
103 103 AD2606 20250828 ... 19795 19795 AD
104 104 AD2607 20250828 ... 19925 19925 AD
105 105 AD2608 20250828 ... 20315 20315 AD
106 106 AU2509 20250828 ... 781.74 780.46 AU
107 107 AU2510 20250828 ... 782.74 781.56 AU
108 108 AU2511 20250828 ... 784.6 783.48 AU
109 109 AU2512 20250828 ... 785.06 783.86 AU
110 110 AU2602 20250828 ... 787.04 785.86 AU
111 111 AU2604 20250828 ... 789.22 788.12 AU
112 112 AU2606 20250828 ... 791.4 790.16 AU
113 113 AU2608 20250828 ... 793.38 792.34 AU
114 114 AG2509 20250828 ... 9332 9313 AG
115 115 AG2510 20250828 ... 9321 9325 AG
116 116 AG2511 20250828 ... 9328 9336 AG
117 117 AG2512 20250828 ... 9352 9345 AG
118 118 AG2601 20250828 ... 9352 9356 AG
119 119 AG2602 20250828 ... 9368 9370 AG
120 120 AG2603 20250828 ... 9383 9380 AG
121 121 AG2604 20250828 ... 9397 9394 AG
122 122 AG2605 20250828 ... 9404 9406 AG
123 123 AG2606 20250828 ... 9428 9417 AG
124 124 AG2607 20250828 ... 9456 9432 AG
125 125 AG2608 20250828 ... 9488 9449 AG
126 126 RB2509 20250828 ... 3093 3082 RB
127 127 RB2510 20250828 ... 3116 3112 RB
128 128 RB2511 20250828 ... 3112 3114 RB
129 129 RB2512 20250828 ... 3162 3166 RB
130 130 RB2601 20250828 ... 3182 3180 RB
131 131 RB2602 20250828 ... 3166 3166 RB
132 132 RB2603 20250828 ... 3180 3183 RB
133 133 RB2604 20250828 ... 3199 3200 RB
134 134 RB2605 20250828 ... 3223 3221 RB
135 135 RB2606 20250828 ... 3241 3232 RB
136 136 RB2607 20250828 ... 3243 3243 RB
137 137 RB2608 20250828 ... 3245 3243 RB
138 138 WR2509 20250828 ... 3342 3342 WR
139 139 WR2510 20250828 ... 3335 3322 WR
140 140 WR2511 20250828 ... 3368 3368 WR
141 141 WR2512 20250828 ... 3474 3474 WR
142 142 WR2601 20250828 ... 3380 3380 WR
143 143 WR2602 20250828 ... 3440 3450 WR
144 144 WR2603 20250828 ... 3438 3438 WR
145 145 WR2604 20250828 ... 3455 3455 WR
146 146 WR2605 20250828 ... 3429 3429 WR
147 147 WR2606 20250828 ... 3396 3440 WR
148 148 WR2607 20250828 ... 3460 3460 WR
149 149 WR2608 20250828 ... 3430 3475 WR
150 150 HC2509 20250828 ... 3394 3389 HC
151 151 HC2510 20250828 ... 3362 3357 HC
152 152 HC2511 20250828 ... 3358 3355 HC
153 153 HC2512 20250828 ... 3358 3356 HC
154 154 HC2601 20250828 ... 3353 3346 HC
155 155 HC2602 20250828 ... 3347 3348 HC
156 156 HC2603 20250828 ... 3354 3351 HC
157 157 HC2604 20250828 ... 3355 3365 HC
158 158 HC2605 20250828 ... 3357 3353 HC
159 159 HC2606 20250828 ... 3357 3358 HC
160 160 HC2607 20250828 ... 3360 3357 HC
161 161 HC2608 20250828 ... 3371 3369 HC
162 162 SS2509 20250828 ... 12700 12785 SS
163 163 SS2510 20250828 ... 12795 12875 SS
164 164 SS2511 20250828 ... 12870 12945 SS
165 165 SS2512 20250828 ... 12930 12995 SS
166 166 SS2601 20250828 ... 12975 13045 SS
167 167 SS2602 20250828 ... 13010 13075 SS
168 168 SS2603 20250828 ... 13095 13160 SS
169 169 SS2604 20250828 ... 13140 13225 SS
170 170 SS2605 20250828 ... 13235 13275 SS
171 171 SS2606 20250828 ... 13255 13315 SS
172 172 SS2607 20250828 ... 13325 13395 SS
173 173 SS2608 20250828 ... 13405 13440 SS
174 174 SC2509 20250828 ... 473 479.4 SC
175 175 SC2510 20250828 ... 481.1 486.4 SC
176 176 SC2511 20250828 ... 482.7 485.7 SC
177 177 SC2512 20250828 ... 483.1 484.4 SC
178 178 SC2601 20250828 ... 483.1 483.2 SC
179 179 SC2602 20250828 ... 482.3 482.2 SC
180 180 SC2603 20250828 ... 481 480.7 SC
181 181 SC2604 20250828 ... 480.3 479.2 SC
182 182 SC2605 20250828 ... 479 478.7 SC
183 183 SC2606 20250828 ... 478 478.4 SC
184 184 SC2607 20250828 ... 477.5 477.5 SC
185 185 SC2608 20250828 ... 478.5 476.7 SC
186 186 SC2609 20250828 ... 476.1 476.9 SC
187 187 SC2612 20250828 ... 481.2 479 SC
188 188 SC2703 20250828 ... 477.3 477.3 SC
189 189 SC2706 20250828 ... 473 476.9 SC
190 190 SC2709 20250828 ... 472.8 472.1 SC
191 191 SC2712 20250828 ... 471.3 473 SC
192 192 SC2803 20250828 ... 471 471.9 SC
193 193 SC2806 20250828 ... 468.7 467.6 SC
194 194 LU2509 20250828 ... 3312 3478 LU
195 195 LU2510 20250828 ... 3495 3487 LU
196 196 LU2511 20250828 ... 3501 3489 LU
197 197 LU2512 20250828 ... 3484 3470 LU
198 198 LU2601 20250828 ... 3466 3449 LU
199 199 LU2602 20250828 ... 3445 3441 LU
200 200 LU2603 20250828 ... 3439 3421 LU
201 201 LU2604 20250828 ... 3415 3415 LU
202 202 LU2605 20250828 ... 3412 3401 LU
203 203 LU2606 20250828 ... 3424 3423 LU
204 204 LU2607 20250828 ... 3417 3406 LU
205 205 LU2608 20250828 ... 3407 3403 LU
206 206 FU2509 20250828 ... 2760 2789 FU
207 207 FU2510 20250828 ... 2826 2829 FU
208 208 FU2511 20250828 ... 2815 2817 FU
209 209 FU2512 20250828 ... 2801 2807 FU
210 210 FU2601 20250828 ... 2791 2798 FU
211 211 FU2602 20250828 ... 2775 2783 FU
212 212 FU2603 20250828 ... 2767 2778 FU
213 213 FU2604 20250828 ... 2761 2770 FU
214 214 FU2605 20250828 ... 2752 2762 FU
215 215 FU2606 20250828 ... 2745 2752 FU
216 216 FU2607 20250828 ... 2722 2732 FU
217 217 FU2608 20250828 ... 2707 2709 FU
218 218 BU2509 20250828 ... 3518 3500 BU
219 219 BU2510 20250828 ... 3501 3485 BU
220 220 BU2511 20250828 ... 3467 3454 BU
221 221 BU2512 20250828 ... 3416 3408 BU
222 222 BU2601 20250828 ... 3382 3375 BU
223 223 BU2602 20250828 ... 3384 3373 BU
224 224 BU2603 20250828 ... 3383 3373 BU
225 225 BU2604 20250828 ... 3378 3371 BU
226 226 BU2605 20250828 ... 3367 3361 BU
227 227 BU2606 20250828 ... 3368 3352 BU
228 228 BU2607 20250828 ... 3353 3354 BU
229 229 BU2608 20250828 ... 3367 3356 BU
230 230 BU2609 20250828 ... 3342 3346 BU
231 231 BU2612 20250828 ... 3295 3291 BU
232 232 BU2703 20250828 ... 3300 3300 BU
233 233 BU2706 20250828 ... 3309 3309 BU
234 234 BR2509 20250828 ... 11830 11850 BR
235 235 BR2510 20250828 ... 11890 11860 BR
236 236 BR2511 20250828 ... 11855 11840 BR
237 237 BR2512 20250828 ... 11825 11845 BR
238 238 BR2601 20250828 ... 11860 11825 BR
239 239 BR2602 20250828 ... 11935 11785 BR
240 240 BR2603 20250828 ... 11840 11775 BR
241 241 BR2604 20250828 ... 11900 11795 BR
242 242 BR2605 20250828 ... 11945 11915 BR
243 243 BR2606 20250828 ... 11985 12025 BR
244 244 BR2607 20250828 ... 12170 12100 BR
245 245 BR2608 20250828 ... 11980 11975 BR
246 246 RU2509 20250828 ... 14915 14915 RU
247 247 RU2510 20250828 ... 14915 14880 RU
248 248 RU2511 20250828 ... 14885 14900 RU
249 249 RU2601 20250828 ... 15880 15900 RU
250 250 RU2603 20250828 ... 15895 15900 RU
251 251 RU2604 20250828 ... 15915 15915 RU
252 252 RU2605 20250828 ... 15965 15975 RU
253 253 RU2606 20250828 ... 16025 16025 RU
254 254 RU2607 20250828 ... 16045 16000 RU
255 255 RU2608 20250828 ... 16095 15960 RU
256 256 NR2509 20250828 ... 12645 12695 NR
257 257 NR2510 20250828 ... 12725 12780 NR
258 258 NR2511 20250828 ... 12770 12800 NR
259 259 NR2512 20250828 ... 12790 12830 NR
260 260 NR2601 20250828 ... 12810 12835 NR
261 261 NR2602 20250828 ... 12830 12860 NR
262 262 NR2603 20250828 ... 12900 12860 NR
263 263 NR2604 20250828 ... 12980 12965 NR
264 264 NR2605 20250828 ... 12985 13015 NR
265 265 NR2606 20250828 ... 12980 12965 NR
266 266 NR2607 20250828 ... 12980 12975 NR
267 267 NR2608 20250828 ... 12960 13000 NR
268 268 SP2509 20250828 ... 4930 4984 SP
269 269 SP2510 20250828 ... 4966 5024 SP
270 270 SP2511 20250828 ... 4980 5034 SP
271 271 SP2512 20250828 ... 4998 5054 SP
272 272 SP2601 20250828 ... 5272 5316 SP
273 273 SP2602 20250828 ... 5256 5296 SP
274 274 SP2603 20250828 ... 5288 5316 SP
275 275 SP2604 20250828 ... 5302 5326 SP
276 276 SP2605 20250828 ... 5306 5330 SP
277 277 SP2606 20250828 ... 5310 5330 SP
278 278 SP2607 20250828 ... 5314 5344 SP
279 279 SP2608 20250828 ... 5334 5358 SP
280 280 EC2510 20250828 ... 1288.7 1329 EC
281 281 EC2512 20250828 ... 1580.5 1633.9 EC
282 282 EC2602 20250828 ... 1412.8 1455.2 EC
283 283 EC2604 20250828 ... 1226.1 1254.7 EC
284 284 EC2606 20250828 ... 1389.5 1418 EC
285 285 EC2608 20250828 ... 1578.5 1613.6 EC
286 286 SC_TAS2510 20250828 ... SC_TAS
287 287 SC_TAS2511 20250828 ... SC_TAS
288 288 SC_TAS2512 20250828 ... SC_TAS
[289 rows x 13 columns]
2025-08-29 18:26:16,596 - future_1d - INFO - ak.get_shfe_daily('2025-08-28') done
symbol date open ... settle pre_settle variety
0 IC2509 20250828 6850.000 ... 6920.400 6897.600 IC
1 IC2510 20250828 6796.000 ... 6883.200 6854.000 IC
2 IC2512 20250828 6699.400 ... 6778.800 6768.600 IC
3 IC2603 20250828 6584.600 ... 6644.400 6634.800 IC
4 IF2509 20250828 4383.200 ... 4436.600 4416.000 IF
5 IF2510 20250828 4375.000 ... 4428.800 4410.600 IF
6 IF2512 20250828 4363.800 ... 4417.600 4397.000 IF
7 IF2603 20250828 4340.000 ... 4398.000 4375.600 IF
8 IH2509 20250828 2922.000 ... 2945.000 2937.200 IH
9 IH2510 20250828 2921.000 ... 2943.800 2936.600 IH
10 IH2512 20250828 2925.000 ... 2946.800 2941.000 IH
11 IH2603 20250828 2928.800 ... 2950.600 2944.000 IH
12 IM2509 20250828 7310.000 ... 7322.400 7356.200 IM
13 IM2510 20250828 7235.000 ... 7268.800 7296.400 IM
14 IM2512 20250828 7119.600 ... 7149.400 7192.000 IM
15 IM2603 20250828 6962.000 ... 6982.000 7030.000 IM
16 T2509 20250828 108.130 ... 108.035 108.180 T
17 T2512 20250828 107.960 ... 107.805 108.005 T
18 T2603 20250828 107.720 ... 107.570 107.755 T
19 TF2509 20250828 105.610 ... 105.610 105.645 TF
20 TF2512 20250828 105.570 ... 105.470 105.560 TF
21 TF2603 20250828 105.475 ... 105.380 105.450 TF
22 TL2509 20250828 117.670 ... 117.010 117.740 TL
23 TL2512 20250828 117.320 ... 116.540 117.300 TL
24 TL2603 20250828 116.990 ... 116.190 116.940 TL
25 TS2509 20250828 102.340 ... 102.314 102.332 TS
26 TS2512 20250828 102.412 ... 102.374 102.396 TS
27 TS2603 20250828 102.348 ... 102.328 102.342 TS
[28 rows x 12 columns]
2025-08-29 18:26:16,944 - future_1d - INFO - ak.get_cffex_daily('2025-08-28') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250828 8278.0 8470.0 ... 993099.41 8377.0 8249.0 AP
1 AP511 20250828 8069.0 8250.0 ... 8199.68 8165.0 8019.0 AP
2 AP512 20250828 8102.0 8251.0 ... 1095.34 8174.0 8052.0 AP
3 AP601 20250828 8144.0 8340.0 ... 267304.83 8250.0 8106.0 AP
4 AP603 20250828 8023.0 8209.0 ... 576.34 8118.0 8029.0 AP
5 AP604 20250828 8032.0 8199.0 ... 316.92 8126.0 8028.0 AP
6 AP605 20250828 8083.0 8267.0 ... 2184.21 8181.0 8087.0 AP
7 CF509 20250828 13750.0 13780.0 ... 116047.53 13730.0 13775.0 CF
8 CF511 20250828 13985.0 14040.0 ... 304487.79 13985.0 14015.0 CF
9 CF601 20250828 14080.0 14125.0 ... 1538041.26 14070.0 14095.0 CF
10 CF603 20250828 14040.0 14080.0 ... 2021.45 14040.0 14060.0 CF
11 CF605 20250828 14055.0 14065.0 ... 66307.21 14025.0 14050.0 CF
12 CF607 20250828 14035.0 14065.0 ... 470.00 14030.0 14060.0 CF
13 CJ509 20250828 10075.0 10220.0 ... 10053.41 10105.0 10075.0 CJ
14 CJ512 20250828 11220.0 11415.0 ... 14501.26 11290.0 11280.0 CJ
15 CJ601 20250828 11345.0 11545.0 ... 983876.60 11405.0 11385.0 CJ
16 CJ603 20250828 11390.0 11570.0 ... 9330.03 11435.0 11420.0 CJ
17 CJ605 20250828 11500.0 11695.0 ... 127586.29 11560.0 11545.0 CJ
18 CJ607 20250828 11665.0 11835.0 ... 1528.72 11715.0 11695.0 CJ
19 CY509 20250828 20285.0 20285.0 ... 940.45 20225.0 20295.0 CY
20 CY510 20250828 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250828 20050.0 20150.0 ... 65308.73 20090.0 20120.0 CY
22 CY512 20250828 0.0 0.0 ... 0.00 19905.0 19905.0 CY
23 CY601 20250828 20025.0 20145.0 ... 1415.53 20080.0 20100.0 CY
24 CY602 20250828 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250828 0.0 0.0 ... 0.00 20285.0 20295.0 CY
26 CY604 20250828 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250828 20350.0 20350.0 ... 30.49 20325.0 20395.0 CY
28 CY606 20250828 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250828 0.0 0.0 ... 0.00 20205.0 20205.0 CY
30 CY608 20250828 0.0 0.0 ... 0.00 20295.0 20295.0 CY
31 FG509 20250828 987.0 987.0 ... 255744.95 973.0 988.0 FG
32 FG510 20250828 1084.0 1085.0 ... 129715.02 1066.0 1087.0 FG
33 FG511 20250828 1079.0 1079.0 ... 165730.63 1064.0 1080.0 FG
34 FG512 20250828 1179.0 1181.0 ... 70141.45 1166.0 1183.0 FG
35 FG601 20250828 1177.0 1178.0 ... 3878574.26 1163.0 1178.0 FG
36 FG602 20250828 1227.0 1227.0 ... 1658.85 1216.0 1229.0 FG
37 FG603 20250828 1226.0 1227.0 ... 1265.53 1215.0 1231.0 FG
38 FG604 20250828 1268.0 1272.0 ... 614.65 1260.0 1277.0 FG
39 FG605 20250828 1267.0 1268.0 ... 72337.13 1256.0 1269.0 FG
40 FG606 20250828 1298.0 1298.0 ... 781.65 1286.0 1299.0 FG
41 FG607 20250828 1290.0 1290.0 ... 1448.25 1277.0 1291.0 FG
42 FG608 20250828 1312.0 1314.0 ... 683.87 1305.0 1316.0 FG
43 JR509 20250828 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250828 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250828 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250828 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250828 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250828 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250828 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250828 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250828 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250828 2245.0 2255.0 ... 54449.72 2232.0 2262.0 MA
53 MA510 20250828 2286.0 2298.0 ... 100118.61 2275.0 2298.0 MA
54 MA511 20250828 2302.0 2314.0 ... 162019.65 2298.0 2320.0 MA
55 MA512 20250828 2354.0 2358.0 ... 39618.12 2345.0 2363.0 MA
56 MA601 20250828 2372.0 2381.0 ... 1092162.81 2368.0 2383.0 MA
57 MA602 20250828 2375.0 2396.0 ... 164.38 2382.0 2395.0 MA
58 MA603 20250828 2378.0 2395.0 ... 150.33 2386.0 2392.0 MA
59 MA604 20250828 2374.0 2394.0 ... 26.19 2381.0 2388.0 MA
60 MA605 20250828 2364.0 2385.0 ... 66584.84 2371.0 2373.0 MA
61 MA606 20250828 2372.0 2392.0 ... 28.53 2377.0 2380.0 MA
62 MA607 20250828 2370.0 2384.0 ... 144.48 2369.0 2379.0 MA
63 MA608 20250828 2366.0 2381.0 ... 11.85 2371.0 2380.0 MA
64 OI509 20250828 9980.0 9988.0 ... 59990.21 9954.0 9952.0 OI
65 OI511 20250828 9934.0 9953.0 ... 554673.48 9907.0 9919.0 OI
66 OI601 20250828 9855.0 9860.0 ... 2896654.30 9811.0 9840.0 OI
67 OI603 20250828 9765.0 9770.0 ... 9187.84 9733.0 9760.0 OI
68 OI605 20250828 9683.0 9686.0 ... 86385.18 9637.0 9676.0 OI
69 OI607 20250828 9635.0 9650.0 ... 317.77 9629.0 9638.0 OI
70 PF509 20250828 6460.0 6480.0 ... 787.15 6452.0 6482.0 PF
71 PF510 20250828 6578.0 6590.0 ... 560925.19 6530.0 6610.0 PF
72 PF511 20250828 6548.0 6564.0 ... 351776.65 6510.0 6586.0 PF
73 PF512 20250828 6534.0 6548.0 ... 72094.10 6498.0 6574.0 PF
74 PF601 20250828 6544.0 6550.0 ... 13664.00 6514.0 6566.0 PF
75 PF602 20250828 6520.0 6520.0 ... 61.92 6518.0 6580.0 PF
76 PF603 20250828 6554.0 6554.0 ... 22.86 6532.0 6590.0 PF
77 PF604 20250828 6572.0 6572.0 ... 19.66 6554.0 6624.0 PF
78 PF605 20250828 6594.0 6598.0 ... 49.33 6578.0 6632.0 PF
79 PF606 20250828 6586.0 6610.0 ... 16.49 6594.0 6642.0 PF
80 PF607 20250828 6588.0 6600.0 ... 26.36 6590.0 6638.0 PF
81 PF608 20250828 6582.0 6614.0 ... 6.60 6598.0 6640.0 PF
82 PK510 20250828 8040.0 8064.0 ... 63309.74 8036.0 8054.0 PK
83 PK511 20250828 7800.0 7824.0 ... 219079.87 7804.0 7810.0 PK
84 PK512 20250828 7810.0 7828.0 ... 53124.89 7810.0 7824.0 PK
85 PK601 20250828 7866.0 7882.0 ... 25513.77 7866.0 7882.0 PK
86 PK603 20250828 7876.0 7884.0 ... 78.72 7872.0 7876.0 PK
87 PK604 20250828 7870.0 7886.0 ... 66.91 7872.0 7892.0 PK
88 PK605 20250828 7880.0 7900.0 ... 4285.93 7880.0 7896.0 PK
89 PL601 20250828 6451.0 6461.0 ... 13730.59 6440.0 6460.0 PL
90 PL602 20250828 6458.0 6485.0 ... 51.71 6464.0 6490.0 PL
91 PL603 20250828 6448.0 6460.0 ... 64.58 6458.0 6482.0 PL
92 PL604 20250828 0.0 0.0 ... 0.00 6473.0 6473.0 PL
93 PL605 20250828 6376.0 6376.0 ... 50.91 6364.0 6372.0 PL
94 PL606 20250828 6421.0 6421.0 ... 12.84 6421.0 6470.0 PL
95 PL607 20250828 6466.0 6466.0 ... 12.93 6466.0 6494.0 PL
96 PL608 20250828 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250828 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250828 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250828 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250828 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250828 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250828 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250828 5842.0 5842.0 ... 3204.63 5806.0 5850.0 PR
104 PR510 20250828 5996.0 5998.0 ... 145380.93 5962.0 6020.0 PR
105 PR511 20250828 6006.0 6010.0 ... 833116.06 5968.0 6028.0 PR
106 PR512 20250828 5990.0 6012.0 ... 565725.24 5972.0 6032.0 PR
107 PR601 20250828 6010.0 6010.0 ... 12173.85 5982.0 6028.0 PR
108 PR602 20250828 0.0 0.0 ... 0.00 6028.0 6048.0 PR
109 PR603 20250828 0.0 0.0 ... 0.00 6032.0 6034.0 PR
110 PR604 20250828 6014.0 6014.0 ... 9.02 6014.0 6056.0 PR
111 PR605 20250828 6022.0 6022.0 ... 9.03 6022.0 6058.0 PR
112 PR606 20250828 0.0 0.0 ... 0.00 6050.0 6060.0 PR
113 PR607 20250828 0.0 0.0 ... 0.00 6052.0 6082.0 PR
114 PR608 20250828 0.0 0.0 ... 0.00 6060.0 6080.0 PR
115 PX509 20250828 6962.0 6962.0 ... 3601.09 6886.0 6980.0 PX
116 PX510 20250828 6980.0 6992.0 ... 546039.99 6900.0 7022.0 PX
117 PX511 20250828 6948.0 6970.0 ... 1172252.84 6890.0 7010.0 PX
118 PX512 20250828 6898.0 6916.0 ... 111346.47 6850.0 6942.0 PX
119 PX601 20250828 6872.0 6886.0 ... 118633.50 6832.0 6916.0 PX
120 PX602 20250828 6850.0 6850.0 ... 37.40 6800.0 6912.0 PX
121 PX603 20250828 6786.0 6822.0 ... 23.75 6786.0 6928.0 PX
122 PX604 20250828 0.0 0.0 ... 0.00 6836.0 6852.0 PX
123 PX605 20250828 6854.0 6854.0 ... 1056.40 6816.0 6882.0 PX
124 PX606 20250828 6790.0 6824.0 ... 30.63 6808.0 6842.0 PX
125 PX607 20250828 6800.0 6804.0 ... 10.20 6802.0 6858.0 PX
126 PX608 20250828 6826.0 6826.0 ... 10.24 6826.0 6810.0 PX
127 RI509 20250828 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250828 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250828 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250828 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250828 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250828 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250828 2568.0 2588.0 ... 31965.21 2561.0 2574.0 RM
134 RM511 20250828 2526.0 2549.0 ... 47449.51 2510.0 2531.0 RM
135 RM601 20250828 2498.0 2516.0 ... 1246566.07 2478.0 2501.0 RM
136 RM603 20250828 2438.0 2450.0 ... 31552.54 2409.0 2437.0 RM
137 RM605 20250828 2444.0 2456.0 ... 195183.89 2419.0 2449.0 RM
138 RM607 20250828 2426.0 2434.0 ... 20387.69 2404.0 2431.0 RM
139 RM608 20250828 2494.0 2500.0 ... 304.21 2473.0 2500.0 RM
140 RS509 20250828 4805.0 4805.0 ... 86.03 4779.0 4844.0 RS
141 RS511 20250828 5054.0 5316.0 ... 30.67 5111.0 5181.0 RS
142 RS607 20250828 5580.0 5620.0 ... 150.21 5563.0 5613.0 RS
143 RS608 20250828 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250828 1192.0 1196.0 ... 154513.90 1184.0 1198.0 SA
145 SA510 20250828 1238.0 1241.0 ... 203993.46 1224.0 1245.0 SA
146 SA511 20250828 1242.0 1246.0 ... 370106.88 1231.0 1249.0 SA
147 SA512 20250828 1301.0 1304.0 ... 137015.27 1290.0 1307.0 SA
148 SA601 20250828 1308.0 1312.0 ... 3849328.94 1297.0 1314.0 SA
149 SA602 20250828 1331.0 1336.0 ... 5987.87 1322.0 1336.0 SA
150 SA603 20250828 1334.0 1342.0 ... 10425.69 1329.0 1339.0 SA
151 SA604 20250828 1372.0 1375.0 ... 1560.23 1361.0 1377.0 SA
152 SA605 20250828 1378.0 1379.0 ... 122431.91 1367.0 1380.0 SA
153 SA606 20250828 1376.0 1385.0 ... 1375.63 1373.0 1387.0 SA
154 SA607 20250828 1383.0 1387.0 ... 1613.31 1377.0 1390.0 SA
155 SA608 20250828 1406.0 1408.0 ... 620.90 1398.0 1405.0 SA
156 SF509 20250828 5430.0 5452.0 ... 14610.32 5426.0 5466.0 SF
157 SF510 20250828 5448.0 5460.0 ... 252249.08 5436.0 5470.0 SF
158 SF511 20250828 5628.0 5646.0 ... 586333.41 5620.0 5658.0 SF
159 SF512 20250828 5596.0 5618.0 ... 41373.94 5592.0 5636.0 SF
160 SF601 20250828 5602.0 5618.0 ... 92584.72 5592.0 5630.0 SF
161 SF602 20250828 5562.0 5576.0 ... 772.87 5560.0 5600.0 SF
162 SF603 20250828 5738.0 5738.0 ... 5.74 5738.0 5786.0 SF
163 SF604 20250828 5722.0 5734.0 ... 34.35 5726.0 5788.0 SF
164 SF605 20250828 5716.0 5742.0 ... 1965.74 5724.0 5762.0 SF
165 SF606 20250828 5674.0 5708.0 ... 170.81 5694.0 5736.0 SF
166 SF607 20250828 5856.0 5860.0 ... 154.94 5848.0 5884.0 SF
167 SF608 20250828 5874.0 5874.0 ... 14.62 5850.0 5854.0 SF
168 SH509 20250828 2540.0 2550.0 ... 19038.43 2540.0 2551.0 SH
169 SH510 20250828 2659.0 2670.0 ... 339348.22 2650.0 2661.0 SH
170 SH511 20250828 2677.0 2694.0 ... 740945.66 2670.0 2679.0 SH
171 SH512 20250828 2704.0 2713.0 ... 181521.77 2696.0 2707.0 SH
172 SH601 20250828 2702.0 2705.0 ... 2946594.18 2686.0 2702.0 SH
173 SH602 20250828 2708.0 2711.0 ... 4145.45 2699.0 2717.0 SH
174 SH603 20250828 2723.0 2724.0 ... 2942.80 2710.0 2728.0 SH
175 SH604 20250828 2759.0 2769.0 ... 637.53 2760.0 2772.0 SH
176 SH605 20250828 2781.0 2788.0 ... 58541.95 2776.0 2788.0 SH
177 SH606 20250828 2780.0 2792.0 ... 358.81 2781.0 2791.0 SH
178 SH607 20250828 2760.0 2777.0 ... 240.77 2767.0 2770.0 SH
179 SH608 20250828 2762.0 2778.0 ... 290.67 2768.0 2773.0 SH
180 SM509 20250828 5718.0 5738.0 ... 47984.58 5718.0 5756.0 SM
181 SM510 20250828 5744.0 5752.0 ... 105056.58 5732.0 5770.0 SM
182 SM511 20250828 5808.0 5830.0 ... 191992.20 5810.0 5844.0 SM
183 SM512 20250828 5816.0 5836.0 ... 31176.36 5818.0 5852.0 SM
184 SM601 20250828 5820.0 5844.0 ... 404244.88 5818.0 5856.0 SM
185 SM602 20250828 5820.0 5854.0 ... 285.77 5832.0 5876.0 SM
186 SM603 20250828 5832.0 5864.0 ... 111.03 5844.0 5896.0 SM
187 SM604 20250828 0.0 0.0 ... 0.00 5884.0 5892.0 SM
188 SM605 20250828 5880.0 5888.0 ... 5354.72 5866.0 5904.0 SM
189 SM606 20250828 5862.0 5886.0 ... 93.86 5866.0 5902.0 SM
190 SM607 20250828 5874.0 5902.0 ... 138.02 5874.0 5922.0 SM
191 SM608 20250828 5888.0 5906.0 ... 41.23 5890.0 5932.0 SM
192 SR509 20250828 5633.0 5633.0 ... 12995.82 5621.0 5647.0 SR
193 SR511 20250828 5602.0 5609.0 ... 181510.14 5585.0 5611.0 SR
194 SR601 20250828 5623.0 5629.0 ... 820587.96 5601.0 5625.0 SR
195 SR603 20250828 5600.0 5604.0 ... 2689.49 5580.0 5605.0 SR
196 SR605 20250828 5592.0 5593.0 ... 49361.69 5563.0 5593.0 SR
197 SR607 20250828 5580.0 5581.0 ... 2067.20 5557.0 5589.0 SR
198 TA509 20250828 4798.0 4798.0 ... 174220.17 4754.0 4816.0 TA
199 TA510 20250828 4820.0 4844.0 ... 290038.36 4790.0 4856.0 TA
200 TA511 20250828 4820.0 4836.0 ... 250995.82 4786.0 4852.0 TA
201 TA512 20250828 4830.0 4840.0 ... 65804.54 4794.0 4856.0 TA
202 TA601 20250828 4830.0 4842.0 ... 1514839.94 4798.0 4854.0 TA
203 TA602 20250828 4822.0 4828.0 ... 144.11 4804.0 4862.0 TA
204 TA603 20250828 4840.0 4840.0 ... 178.25 4818.0 4896.0 TA
205 TA604 20250828 4824.0 4830.0 ... 16.87 4820.0 4896.0 TA
206 TA605 20250828 4866.0 4874.0 ... 27137.09 4832.0 4886.0 TA
207 TA606 20250828 4854.0 4854.0 ... 2.43 4854.0 4892.0 TA
208 TA607 20250828 4866.0 4866.0 ... 26.69 4852.0 4878.0 TA
209 TA608 20250828 4848.0 4848.0 ... 7.27 4844.0 4892.0 TA
210 UR509 20250828 1708.0 1720.0 ... 21250.87 1710.0 1710.0 UR
211 UR510 20250828 1716.0 1733.0 ... 31008.94 1724.0 1719.0 UR
212 UR511 20250828 1740.0 1757.0 ... 38078.11 1749.0 1743.0 UR
213 UR512 20250828 1743.0 1756.0 ... 1743.74 1751.0 1743.0 UR
214 UR601 20250828 1737.0 1762.0 ... 770155.02 1753.0 1745.0 UR
215 UR602 20250828 1738.0 1758.0 ... 410.02 1752.0 1745.0 UR
216 UR603 20250828 1786.0 1796.0 ... 290.46 1793.0 1785.0 UR
217 UR604 20250828 1781.0 1795.0 ... 78.91 1793.0 1785.0 UR
218 UR605 20250828 1777.0 1796.0 ... 25536.34 1790.0 1781.0 UR
219 UR606 20250828 1782.0 1789.0 ... 96.34 1784.0 1773.0 UR
220 UR607 20250828 1790.0 1802.0 ... 186.89 1797.0 1790.0 UR
221 UR608 20250828 1795.0 1801.0 ... 204.75 1796.0 1791.0 UR
222 WH509 20250828 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250828 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250828 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250828 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250828 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250828 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250828 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-08-29 18:26:17,289 - future_1d - INFO - ak.get_czce_daily('2025-08-28') done
2025-08-29 18:26:19,045 - future_1d - INFO - save future_daily 2025-08-28 completed
symbol date open ... settle pre_settle variety
0 a2509 20250829 4106.00 ... 4069.00 4087.00 A
1 a2511 20250829 3927.00 ... 3933.00 3933.00 A
2 a2601 20250829 3914.00 ... 3936.00 3934.00 A
3 a2603 20250829 3936.00 ... 3939.00 3940.00 A
4 a2605 20250829 3975.00 ... 3984.00 3982.00 A
5 a2607 20250829 3984.00 ... 3992.00 3990.00 A
6 b2509 20250829 3664.00 ... 3718.00 3664.00 B
7 b2510 20250829 3680.00 ... 3685.00 3680.00 B
8 b2511 20250829 3722.00 ... 3721.00 3725.00 B
9 b2512 20250829 3754.00 ... 3755.00 3762.00 B
10 b2601 20250829 3746.00 ... 3748.00 3752.00 B
11 b2602 20250829 3727.00 ... 3730.00 3734.00 B
12 b2603 20250829 3692.00 ... 3687.00 3699.00 B
13 b2604 20250829 3595.00 ... 3589.00 3603.00 B
14 b2605 20250829 3538.00 ... 3529.00 3545.00 B
15 b2606 20250829 3511.00 ... 3508.00 3524.00 B
16 b2607 20250829 3514.00 ... 3513.00 3530.00 B
17 b2608 20250829 3601.00 ... 3596.00 3612.00 B
18 bb2509 20250829 136.00 ... 136.00 143.15 BB
19 bb2511 20250829 144.70 ... 144.70 144.00 BB
20 bb2601 20250829 146.65 ... 147.20 147.50 BB
21 bb2603 20250829 0.00 ... 147.00 147.25 BB
22 bb2605 20250829 0.00 ... 140.80 141.05 BB
23 bb2607 20250829 0.00 ... 146.55 146.80 BB
24 bz2603 20250829 6120.00 ... 6065.00 6096.00 BZ
25 bz2604 20250829 6035.00 ... 6037.00 6074.00 BZ
26 bz2605 20250829 6077.00 ... 6067.00 6093.00 BZ
27 bz2606 20250829 6039.00 ... 6039.00 6066.00 BZ
28 bz2607 20250829 0.00 ... 6108.00 6166.00 BZ
29 bz2608 20250829 5901.00 ... 5951.00 6175.00 BZ
30 c2509 20250829 2250.00 ... 2233.00 2244.00 C
31 c2511 20250829 2189.00 ... 2187.00 2178.00 C
32 c2601 20250829 2184.00 ... 2181.00 2177.00 C
33 c2603 20250829 2202.00 ... 2198.00 2195.00 C
34 c2605 20250829 2248.00 ... 2247.00 2243.00 C
35 c2607 20250829 2262.00 ... 2260.00 2256.00 C
36 cs2509 20250829 2524.00 ... 2504.00 2528.00 CS
37 cs2511 20250829 2494.00 ... 2492.00 2484.00 CS
38 cs2601 20250829 2526.00 ... 2527.00 2521.00 CS
39 cs2603 20250829 2537.00 ... 2535.00 2531.00 CS
40 cs2605 20250829 2607.00 ... 2605.00 2601.00 CS
41 cs2607 20250829 2607.00 ... 2609.00 2605.00 CS
42 eb2509 20250829 7136.00 ... 7059.00 7109.00 EB
43 eb2510 20250829 7181.00 ... 7117.00 7148.00 EB
44 eb2511 20250829 7193.00 ... 7133.00 7165.00 EB
45 eb2512 20250829 7218.00 ... 7154.00 7190.00 EB
46 eb2601 20250829 7242.00 ... 7187.00 7218.00 EB
47 eb2602 20250829 7266.00 ... 7210.00 7255.00 EB
48 eb2603 20250829 7294.00 ... 7255.00 7299.00 EB
49 eb2604 20250829 7289.00 ... 7276.00 7318.00 EB
50 eb2605 20250829 7307.00 ... 7290.00 7310.00 EB
51 eb2606 20250829 0.00 ... 7341.00 7341.00 EB
52 eb2607 20250829 0.00 ... 7376.00 7376.00 EB
53 eb2608 20250829 0.00 ... 7350.00 7350.00 EB
54 eg2509 20250829 4424.00 ... 4429.00 4429.00 EG
55 eg2510 20250829 4427.00 ... 4439.00 4437.00 EG
56 eg2511 20250829 4458.00 ... 4453.00 4447.00 EG
57 eg2512 20250829 4469.00 ... 4465.00 4463.00 EG
58 eg2601 20250829 4467.00 ... 4470.00 4464.00 EG
59 eg2602 20250829 4476.00 ... 4476.00 4481.00 EG
60 eg2603 20250829 0.00 ... 4476.00 4476.00 EG
61 eg2604 20250829 0.00 ... 4518.00 4518.00 EG
62 eg2605 20250829 4518.00 ... 4507.00 4505.00 EG
63 eg2606 20250829 0.00 ... 4522.00 4522.00 EG
64 eg2607 20250829 0.00 ... 4507.00 4507.00 EG
65 eg2608 20250829 0.00 ... 4513.00 4513.00 EG
66 fb2509 20250829 1319.00 ... 1342.50 1319.00 FB
67 fb2510 20250829 1279.00 ... 1274.50 1274.50 FB
68 fb2511 20250829 1276.50 ... 1275.50 1274.50 FB
69 fb2512 20250829 1274.00 ... 1270.00 1271.50 FB
70 fb2601 20250829 1270.00 ... 1263.00 1272.00 FB
71 fb2602 20250829 1264.00 ... 1253.00 1265.50 FB
72 fb2603 20250829 0.00 ... 1313.50 1313.50 FB
73 fb2604 20250829 0.00 ... 1310.50 1310.50 FB
74 fb2605 20250829 0.00 ... 1311.00 1311.00 FB
75 fb2606 20250829 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250829 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250829 0.00 ... 1302.50 1302.50 FB
78 i2509 20250829 813.00 ... 808.00 801.50 I
79 i2510 20250829 806.00 ... 804.00 797.00 I
80 i2511 20250829 799.50 ... 799.50 794.50 I
81 i2512 20250829 798.50 ... 795.00 789.00 I
82 i2601 20250829 790.00 ... 787.00 781.50 I
83 i2602 20250829 784.50 ... 781.50 774.50 I
84 i2603 20250829 779.00 ... 775.00 770.50 I
85 i2604 20250829 774.00 ... 770.00 765.50 I
86 i2605 20250829 765.00 ... 763.50 758.50 I
87 i2606 20250829 760.50 ... 757.50 752.50 I
88 i2607 20250829 758.00 ... 754.00 750.00 I
89 i2608 20250829 753.50 ... 750.00 746.00 I
90 j2509 20250829 1584.50 ... 1532.00 1584.50 J
91 j2510 20250829 1620.50 ... 1571.00 1612.00 J
92 j2511 20250829 1646.00 ... 1602.00 1633.50 J
93 j2512 20250829 1648.50 ... 1622.50 1642.50 J
94 j2601 20250829 1672.50 ... 1653.00 1657.50 J
95 j2602 20250829 1683.50 ... 1671.00 1674.50 J
96 j2603 20250829 1680.50 ... 1683.00 1689.00 J
97 j2604 20250829 1734.00 ... 1729.50 1752.50 J
98 j2605 20250829 1766.00 ... 1745.00 1743.00 J
99 j2606 20250829 1760.50 ... 1760.00 1779.00 J
100 j2607 20250829 0.00 ... 1770.00 1804.00 J
101 j2608 20250829 0.00 ... 1771.00 1802.50 J
102 jd2509 20250829 2840.00 ... 2850.00 2848.00 JD
103 jd2510 20250829 2929.00 ... 2935.00 2951.00 JD
104 jd2511 20250829 2947.00 ... 2962.00 2981.00 JD
105 jd2512 20250829 3087.00 ... 3122.00 3101.00 JD
106 jd2601 20250829 3300.00 ... 3320.00 3314.00 JD
107 jd2602 20250829 3065.00 ... 3079.00 3075.00 JD
108 jd2603 20250829 3080.00 ... 3092.00 3093.00 JD
109 jd2604 20250829 3245.00 ... 3256.00 3276.00 JD
110 jd2605 20250829 3368.00 ... 3366.00 3390.00 JD
111 jd2606 20250829 3170.00 ... 3178.00 3205.00 JD
112 jd2607 20250829 3345.00 ... 3373.00 3398.00 JD
113 jd2608 20250829 3702.00 ... 3735.00 3804.00 JD
114 jm2509 20250829 1025.00 ... 990.00 1005.50 JM
115 jm2510 20250829 1040.00 ... 1019.50 1028.50 JM
116 jm2511 20250829 1087.50 ... 1070.50 1076.00 JM
117 jm2512 20250829 1140.50 ... 1116.50 1117.00 JM
118 jm2601 20250829 1178.00 ... 1156.50 1152.50 JM
119 jm2602 20250829 1192.50 ... 1172.00 1169.00 JM
120 jm2603 20250829 1206.50 ... 1184.00 1178.50 JM
121 jm2604 20250829 1211.00 ... 1189.50 1189.00 JM
122 jm2605 20250829 1223.50 ... 1199.50 1194.00 JM
123 jm2606 20250829 1228.00 ... 1206.50 1206.50 JM
124 jm2607 20250829 1240.00 ... 1219.00 1209.50 JM
125 jm2608 20250829 1237.00 ... 1225.00 1222.50 JM
126 l2509 20250829 7317.00 ... 7276.00 7303.00 L
127 l2510 20250829 7327.00 ... 7291.00 7322.00 L
128 l2511 20250829 7350.00 ... 7307.00 7338.00 L
129 l2512 20250829 7361.00 ... 7321.00 7350.00 L
130 l2601 20250829 7358.00 ... 7317.00 7352.00 L
131 l2602 20250829 7349.00 ... 7306.00 7345.00 L
132 l2603 20250829 7336.00 ... 7316.00 7351.00 L
133 l2604 20250829 7357.00 ... 7326.00 7379.00 L
134 l2605 20250829 7371.00 ... 7317.00 7354.00 L
135 l2606 20250829 7500.00 ... 7363.00 7354.00 L
136 l2607 20250829 7313.00 ... 7308.00 7365.00 L
137 l2608 20250829 7243.00 ... 7321.00 7408.00 L
138 lg2509 20250829 795.00 ... 783.50 788.50 LG
139 lg2511 20250829 819.00 ... 820.50 815.50 LG
140 lg2601 20250829 836.00 ... 835.50 830.00 LG
141 lg2603 20250829 840.50 ... 839.50 834.00 LG
142 lg2605 20250829 839.50 ... 840.00 833.50 LG
143 lg2607 20250829 839.00 ... 840.00 834.00 LG
144 lh2509 20250829 13310.00 ... 13095.00 13350.00 LH
145 lh2511 20250829 13630.00 ... 13580.00 13635.00 LH
146 lh2601 20250829 13970.00 ... 13910.00 13985.00 LH
147 lh2603 20250829 13160.00 ... 13125.00 13165.00 LH
148 lh2605 20250829 13535.00 ... 13530.00 13560.00 LH
149 lh2607 20250829 14120.00 ... 14115.00 14115.00 LH
150 m2509 20250829 2983.00 ... 3002.00 2992.00 M
151 m2511 20250829 3006.00 ... 3020.00 3012.00 M
152 m2512 20250829 3048.00 ... 3056.00 3054.00 M
153 m2601 20250829 3040.00 ... 3047.00 3046.00 M
154 m2603 20250829 2986.00 ... 2984.00 2992.00 M
155 m2605 20250829 2815.00 ... 2811.00 2821.00 M
156 m2607 20250829 2808.00 ... 2800.00 2815.00 M
157 m2608 20250829 2933.00 ... 2927.00 2945.00 M
158 p2509 20250829 9350.00 ... 9310.00 9388.00 P
159 p2510 20250829 9388.00 ... 9320.00 9466.00 P
160 p2511 20250829 9398.00 ... 9316.00 9454.00 P
161 p2512 20250829 9418.00 ... 9330.00 9466.00 P
162 p2601 20250829 9438.00 ... 9348.00 9476.00 P
163 p2602 20250829 9402.00 ... 9310.00 9410.00 P
164 p2603 20250829 9350.00 ... 9248.00 9370.00 P
165 p2604 20250829 9266.00 ... 9208.00 9304.00 P
166 p2605 20250829 9160.00 ... 9106.00 9214.00 P
167 p2606 20250829 9026.00 ... 9004.00 9116.00 P
168 p2607 20250829 8930.00 ... 8890.00 8980.00 P
169 p2608 20250829 8870.00 ... 8870.00 8900.00 P
170 pg2509 20250829 3813.00 ... 3727.00 3859.00 PG
171 pg2510 20250829 4414.00 ... 4366.00 4422.00 PG
172 pg2511 20250829 4344.00 ... 4289.00 4334.00 PG
173 pg2512 20250829 4284.00 ... 4233.00 4275.00 PG
174 pg2601 20250829 4219.00 ... 4174.00 4218.00 PG
175 pg2602 20250829 4137.00 ... 4110.00 4147.00 PG
176 pg2603 20250829 4044.00 ... 4028.00 4055.00 PG
177 pg2604 20250829 4353.00 ... 4336.00 4358.00 PG
178 pg2605 20250829 4277.00 ... 4242.00 4268.00 PG
179 pg2606 20250829 4209.00 ... 4194.00 4209.00 PG
180 pg2607 20250829 4113.00 ... 4136.00 4126.00 PG
181 pg2608 20250829 4100.00 ... 4090.00 4141.00 PG
182 pp2509 20250829 6957.00 ... 6911.00 6952.00 PP
183 pp2510 20250829 6961.00 ... 6941.00 6959.00 PP
184 pp2511 20250829 6992.00 ... 6962.00 6981.00 PP
185 pp2512 20250829 7011.00 ... 6983.00 7001.00 PP
186 pp2601 20250829 7020.00 ... 6992.00 7013.00 PP
187 pp2602 20250829 7002.00 ... 6969.00 6993.00 PP
188 pp2603 20250829 6980.00 ... 6963.00 6982.00 PP
189 pp2604 20250829 7014.00 ... 6998.00 7001.00 PP
190 pp2605 20250829 7038.00 ... 7011.00 7028.00 PP
191 pp2606 20250829 6999.00 ... 6987.00 7010.00 PP
192 pp2607 20250829 6974.00 ... 6949.00 6983.00 PP
193 pp2608 20250829 6983.00 ... 6969.00 6985.00 PP
194 rr2509 20250829 3560.00 ... 3558.00 3554.00 RR
195 rr2510 20250829 3613.00 ... 3611.00 3610.00 RR
196 rr2511 20250829 3612.00 ... 3612.00 3611.00 RR
197 rr2512 20250829 3606.00 ... 3607.00 3602.00 RR
198 rr2601 20250829 3623.00 ... 3619.00 3619.00 RR
199 rr2602 20250829 3603.00 ... 3609.00 3604.00 RR
200 rr2603 20250829 3596.00 ... 3602.00 3610.00 RR
201 rr2604 20250829 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250829 3595.00 ... 3595.00 3615.00 RR
203 rr2606 20250829 0.00 ... 3605.00 3605.00 RR
204 rr2607 20250829 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250829 0.00 ... 3625.00 3625.00 RR
206 v2509 20250829 4802.00 ... 4748.00 4785.00 V
207 v2510 20250829 4830.00 ... 4796.00 4829.00 V
208 v2511 20250829 4878.00 ... 4831.00 4865.00 V
209 v2512 20250829 4904.00 ... 4872.00 4903.00 V
210 v2601 20250829 4949.00 ... 4909.00 4934.00 V
211 v2602 20250829 4984.00 ... 4949.00 4970.00 V
212 v2603 20250829 5010.00 ... 4973.00 5002.00 V
213 v2604 20250829 5193.00 ... 5175.00 5205.00 V
214 v2605 20250829 5249.00 ... 5206.00 5239.00 V
215 v2606 20250829 5260.00 ... 5239.00 5257.00 V
216 v2607 20250829 5321.00 ... 5271.00 5297.00 V
217 v2608 20250829 5302.00 ... 5292.00 5322.00 V
218 y2509 20250829 8460.00 ... 8414.00 8452.00 Y
219 y2511 20250829 8416.00 ... 8388.00 8418.00 Y
220 y2512 20250829 8438.00 ... 8410.00 8442.00 Y
221 y2601 20250829 8392.00 ... 8358.00 8390.00 Y
222 y2603 20250829 8338.00 ... 8304.00 8342.00 Y
223 y2605 20250829 8116.00 ... 8076.00 8114.00 Y
224 y2607 20250829 8072.00 ... 8036.00 8068.00 Y
225 y2608 20250829 7980.00 ... 7992.00 8038.00 Y
[226 rows x 12 columns]
2025-08-29 18:26:28,951 - future_1d - INFO - ak.get_dce_daily('2025-08-29') done
symbol date open ... settle pre_settle variety
0 SC2509 20250829 476.7 ... 475.8 473 SC
1 SC2510 20250829 483.4 ... 482.9 481.1 SC
2 SC2511 20250829 484.4 ... 483.7 482.7 SC
3 SC2512 20250829 485.1 ... 483.6 483.1 SC
4 SC2601 20250829 483.6 ... 482.7 483.1 SC
5 SC2602 20250829 483 ... 482.2 482.3 SC
6 SC2603 20250829 480.3 ... 480.7 481 SC
7 SC2604 20250829 479.1 ... 478.4 480.3 SC
8 SC2605 20250829 478.1 ... 478.9 479 SC
9 SC2606 20250829 478.5 ... 476.9 478 SC
10 SC2607 20250829 476 ... 476 477.5 SC
11 SC2608 20250829 477.6 ... 476.5 478.5 SC
12 SC2609 20250829 ... 476.1 476.1 SC
13 SC2612 20250829 ... 480.9 481.2 SC
14 SC2703 20250829 477.6 ... 477 477.3 SC
15 SC2706 20250829 476.5 ... 476.4 473 SC
16 SC2709 20250829 478 ... 474.8 472.8 SC
17 SC2712 20250829 477.7 ... 474.4 471.3 SC
18 SC2803 20250829 471.4 ... 471.4 471 SC
19 SC2806 20250829 467.5 ... 469 468.7 SC
21 LU2509 20250829 ... 3312 3312 LU
22 LU2510 20250829 3500 ... 3483 3495 LU
23 LU2511 20250829 3505 ... 3491 3501 LU
24 LU2512 20250829 3490 ... 3473 3484 LU
25 LU2601 20250829 3471 ... 3454 3466 LU
26 LU2602 20250829 3449 ... 3419 3445 LU
27 LU2603 20250829 3415 ... 3434 3439 LU
28 LU2604 20250829 ... 3415 3415 LU
29 LU2605 20250829 3399 ... 3407 3412 LU
30 LU2606 20250829 ... 3424 3424 LU
31 LU2607 20250829 3406 ... 3412 3417 LU
32 LU2608 20250829 ... 3407 3407 LU
34 NR2509 20250829 12690 ... 12610 12645 NR
35 NR2510 20250829 12770 ... 12670 12725 NR
36 NR2511 20250829 12800 ... 12705 12770 NR
37 NR2512 20250829 12810 ... 12735 12790 NR
38 NR2601 20250829 12830 ... 12780 12810 NR
39 NR2602 20250829 12765 ... 12765 12830 NR
40 NR2603 20250829 12835 ... 12810 12900 NR
41 NR2604 20250829 12845 ... 12840 12980 NR
42 NR2605 20250829 12850 ... 12860 12985 NR
43 NR2606 20250829 ... 12980 12980 NR
44 NR2607 20250829 12835 ... 12835 12980 NR
45 NR2608 20250829 12890 ... 12890 12960 NR
47 BC2509 20250829 69800 ... 70040 69840 BC
48 BC2510 20250829 70160 ... 70260 69940 BC
49 BC2511 20250829 70090 ... 70270 69970 BC
50 BC2512 20250829 ... 70180 70180 BC
51 BC2601 20250829 69980 ... 69980 70100 BC
52 BC2602 20250829 ... 70100 70100 BC
53 BC2603 20250829 ... 70100 70100 BC
54 BC2604 20250829 69390 ... 69390 70100 BC
55 BC2605 20250829 69410 ... 69410 70170 BC
56 BC2606 20250829 ... 69790 69790 BC
57 BC2607 20250829 ... 69370 69370 BC
58 BC2608 20250829 ... 69370 69370 BC
60 EC2510 20250829 1290 ... 1272 1288.7 EC
61 EC2512 20250829 1580.2 ... 1562.6 1580.5 EC
62 EC2602 20250829 1411.5 ... 1406 1412.8 EC
63 EC2604 20250829 1215.1 ... 1210.6 1226.1 EC
64 EC2606 20250829 1372.9 ... 1375.1 1389.5 EC
65 EC2608 20250829 1577.1 ... 1562.7 1578.5 EC
68 SC_TAS2510 20250829 ... SC_TAS
69 SC_TAS2511 20250829 ... SC_TAS
70 SC_TAS2512 20250829 ... SC_TAS
[65 rows x 12 columns]
2025-08-29 18:26:29,052 - future_1d - INFO - ak.get_ine_daily('2025-08-29') done
symbol date open ... settle pre_settle variety
0 PS2509 20250829 49300.0 ... 49520.0 49140.0 PS
1 PS2510 20250829 49770.0 ... 49540.0 49105.0 PS
2 PS2511 20250829 49400.0 ... 49310.0 48960.0 PS
3 PS2512 20250829 52100.0 ... 51880.0 51510.0 PS
4 PS2601 20250829 51875.0 ... 51940.0 51590.0 PS
5 PS2602 20250829 52020.0 ... 52110.0 51675.0 PS
6 PS2603 20250829 51790.0 ... 51900.0 51790.0 PS
7 PS2604 20250829 52405.0 ... 52415.0 52060.0 PS
8 PS2605 20250829 52300.0 ... 52400.0 52025.0 PS
9 PS2606 20250829 54715.0 ... 54890.0 54580.0 PS
10 PS2607 20250829 54760.0 ... 55050.0 54715.0 PS
11 PS2608 20250829 54945.0 ... 55120.0 54700.0 PS
13 SI2509 20250829 8445.0 ... 8365.0 8445.0 SI
14 SI2510 20250829 8490.0 ... 8425.0 8490.0 SI
15 SI2511 20250829 8515.0 ... 8420.0 8500.0 SI
16 SI2512 20250829 8885.0 ... 8790.0 8875.0 SI
17 SI2601 20250829 8855.0 ... 8785.0 8850.0 SI
18 SI2602 20250829 8865.0 ... 8775.0 8845.0 SI
19 SI2603 20250829 8905.0 ... 8790.0 8870.0 SI
20 SI2604 20250829 8835.0 ... 8795.0 8880.0 SI
21 SI2605 20250829 8885.0 ... 8810.0 8865.0 SI
22 SI2606 20250829 8900.0 ... 8815.0 8845.0 SI
23 SI2607 20250829 8910.0 ... 8845.0 8855.0 SI
24 SI2608 20250829 8835.0 ... 8810.0 8840.0 SI
27 LC2509 20250829 77420.0 ... 77620.0 77120.0 LC
28 LC2510 20250829 77940.0 ... 77740.0 77040.0 LC
29 LC2511 20250829 77800.0 ... 77680.0 76880.0 LC
30 LC2512 20250829 77160.0 ... 77320.0 76420.0 LC
31 LC2601 20250829 76860.0 ... 77080.0 76140.0 LC
32 LC2602 20250829 76680.0 ... 76700.0 75700.0 LC
33 LC2603 20250829 75940.0 ... 76260.0 75520.0 LC
34 LC2604 20250829 76580.0 ... 76180.0 75480.0 LC
35 LC2605 20250829 75900.0 ... 76060.0 75340.0 LC
36 LC2606 20250829 75680.0 ... 75820.0 75080.0 LC
37 LC2607 20250829 75680.0 ... 75740.0 75020.0 LC
38 LC2608 20250829 75880.0 ... 76280.0 75280.0 LC
[36 rows x 12 columns]
2025-08-29 18:26:29,165 - future_1d - INFO - ak.get_gfex_daily('2025-08-29') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250829 ... 79200 78880 CU
1 1 CU2510 20250829 ... 79220 78820 CU
2 2 CU2511 20250829 ... 79220 78830 CU
3 3 CU2512 20250829 ... 79160 78800 CU
4 4 CU2601 20250829 ... 79160 78750 CU
5 5 CU2602 20250829 ... 79090 78760 CU
6 6 CU2603 20250829 ... 79070 78750 CU
7 7 CU2604 20250829 ... 79230 78800 CU
8 8 CU2605 20250829 ... 79140 78850 CU
9 9 CU2606 20250829 ... 79240 78870 CU
10 10 CU2607 20250829 ... 79180 78900 CU
11 11 CU2608 20250829 ... 79240 78890 CU
12 12 BC2509 20250829 ... 70040 69840 BC
13 13 BC2510 20250829 ... 70260 69940 BC
14 14 BC2511 20250829 ... 70270 69970 BC
15 15 BC2512 20250829 ... 70180 70180 BC
16 16 BC2601 20250829 ... 69980 70100 BC
17 17 BC2602 20250829 ... 70100 70100 BC
18 18 BC2603 20250829 ... 70100 70100 BC
19 19 BC2604 20250829 ... 69390 70100 BC
20 20 BC2605 20250829 ... 69410 70170 BC
21 21 BC2606 20250829 ... 69790 69790 BC
22 22 BC2607 20250829 ... 69370 69370 BC
23 23 BC2608 20250829 ... 69370 69370 BC
24 24 AL2509 20250829 ... 20740 20730 AL
25 25 AL2510 20250829 ... 20730 20710 AL
26 26 AL2511 20250829 ... 20715 20700 AL
27 27 AL2512 20250829 ... 20695 20670 AL
28 28 AL2601 20250829 ... 20680 20650 AL
29 29 AL2602 20250829 ... 20685 20660 AL
30 30 AL2603 20250829 ... 20710 20680 AL
31 31 AL2604 20250829 ... 20720 20695 AL
32 32 AL2605 20250829 ... 20750 20705 AL
33 33 AL2606 20250829 ... 20755 20725 AL
34 34 AL2607 20250829 ... 20755 20710 AL
35 35 AL2608 20250829 ... 20745 20705 AL
36 36 ZN2509 20250829 ... 22080 22140 ZN
37 37 ZN2510 20250829 ... 22095 22135 ZN
38 38 ZN2511 20250829 ... 22095 22130 ZN
39 39 ZN2512 20250829 ... 22105 22135 ZN
40 40 ZN2601 20250829 ... 22110 22135 ZN
41 41 ZN2602 20250829 ... 22120 22140 ZN
42 42 ZN2603 20250829 ... 22180 22165 ZN
43 43 ZN2604 20250829 ... 22180 22165 ZN
44 44 ZN2605 20250829 ... 22195 22185 ZN
45 45 ZN2606 20250829 ... 22170 22160 ZN
46 46 ZN2607 20250829 ... 22170 22175 ZN
47 47 ZN2608 20250829 ... 22190 22215 ZN
48 48 PB2509 20250829 ... 16810 16855 PB
49 49 PB2510 20250829 ... 16850 16880 PB
50 50 PB2511 20250829 ... 16860 16875 PB
51 51 PB2512 20250829 ... 16875 16880 PB
52 52 PB2601 20250829 ... 16885 16915 PB
53 53 PB2602 20250829 ... 16965 16965 PB
54 54 PB2603 20250829 ... 16950 16995 PB
55 55 PB2604 20250829 ... 16975 16985 PB
56 56 PB2605 20250829 ... 17015 17015 PB
57 57 PB2606 20250829 ... 17105 17055 PB
58 58 PB2607 20250829 ... 17125 17090 PB
59 59 PB2608 20250829 ... 17105 17090 PB
60 60 NI2509 20250829 ... 121010 120550 NI
61 61 NI2510 20250829 ... 121300 120760 NI
62 62 NI2511 20250829 ... 121410 120900 NI
63 63 NI2512 20250829 ... 121570 121100 NI
64 64 NI2601 20250829 ... 121830 121370 NI
65 65 NI2602 20250829 ... 122050 121600 NI
66 66 NI2603 20250829 ... 122310 121860 NI
67 67 NI2604 20250829 ... 122650 122070 NI
68 68 NI2605 20250829 ... 122920 122330 NI
69 69 NI2606 20250829 ... 123120 122710 NI
70 70 NI2607 20250829 ... 123280 122740 NI
71 71 NI2608 20250829 ... 123480 123130 NI
72 72 SN2509 20250829 ... 274520 271850 SN
73 73 SN2510 20250829 ... 275810 272350 SN
74 74 SN2511 20250829 ... 276040 272610 SN
75 75 SN2512 20250829 ... 276090 272570 SN
76 76 SN2601 20250829 ... 275800 272740 SN
77 77 SN2602 20250829 ... 274410 273250 SN
78 78 SN2603 20250829 ... 275990 272980 SN
79 79 SN2604 20250829 ... 274310 273030 SN
80 80 SN2605 20250829 ... 276340 272960 SN
81 81 SN2606 20250829 ... 278230 273980 SN
82 82 SN2607 20250829 ... 276450 273270 SN
83 83 SN2608 20250829 ... 275770 273360 SN
84 84 AO2509 20250829 ... 3006 3032 AO
85 85 AO2510 20250829 ... 3019 3036 AO
86 86 AO2511 20250829 ... 3022 3037 AO
87 87 AO2512 20250829 ... 3025 3044 AO
88 88 AO2601 20250829 ... 3030 3047 AO
89 89 AO2602 20250829 ... 3025 3044 AO
90 90 AO2603 20250829 ... 3025 3046 AO
91 91 AO2604 20250829 ... 3041 3048 AO
92 92 AO2605 20250829 ... 3044 3057 AO
93 93 AO2606 20250829 ... 3048 3057 AO
94 94 AO2607 20250829 ... 3052 3062 AO
95 95 AO2608 20250829 ... 3049 3072 AO
96 96 AD2511 20250829 ... 20320 20290 AD
97 97 AD2512 20250829 ... 20335 20300 AD
98 98 AD2601 20250829 ... 20245 20245 AD
99 99 AD2602 20250829 ... 20210 20210 AD
100 100 AD2603 20250829 ... 20220 20220 AD
101 101 AD2604 20250829 ... 19975 19975 AD
102 102 AD2605 20250829 ... 20095 20160 AD
103 103 AD2606 20250829 ... 19935 19795 AD
104 104 AD2607 20250829 ... 19925 19925 AD
105 105 AD2608 20250829 ... 20315 20315 AD
106 106 AU2509 20250829 ... 783.22 781.74 AU
107 107 AU2510 20250829 ... 784.26 782.74 AU
108 108 AU2511 20250829 ... 785.6 784.6 AU
109 109 AU2512 20250829 ... 786.56 785.06 AU
110 110 AU2602 20250829 ... 788.54 787.04 AU
111 111 AU2604 20250829 ... 790.86 789.22 AU
112 112 AU2606 20250829 ... 793 791.4 AU
113 113 AU2608 20250829 ... 795.26 793.38 AU
114 114 AG2509 20250829 ... 9374 9332 AG
115 115 AG2510 20250829 ... 9385 9321 AG
116 116 AG2511 20250829 ... 9397 9328 AG
117 117 AG2512 20250829 ... 9409 9352 AG
118 118 AG2601 20250829 ... 9417 9352 AG
119 119 AG2602 20250829 ... 9428 9368 AG
120 120 AG2603 20250829 ... 9442 9383 AG
121 121 AG2604 20250829 ... 9460 9397 AG
122 122 AG2605 20250829 ... 9469 9404 AG
123 123 AG2606 20250829 ... 9486 9428 AG
124 124 AG2607 20250829 ... 9497 9456 AG
125 125 AG2608 20250829 ... 9516 9488 AG
126 126 RB2509 20250829 ... 3057 3093 RB
127 127 RB2510 20250829 ... 3107 3116 RB
128 128 RB2511 20250829 ... 3106 3112 RB
129 129 RB2512 20250829 ... 3157 3162 RB
130 130 RB2601 20250829 ... 3175 3182 RB
131 131 RB2602 20250829 ... 3161 3166 RB
132 132 RB2603 20250829 ... 3173 3180 RB
133 133 RB2604 20250829 ... 3199 3199 RB
134 134 RB2605 20250829 ... 3217 3223 RB
135 135 RB2606 20250829 ... 3236 3241 RB
136 136 RB2607 20250829 ... 3246 3243 RB
137 137 RB2608 20250829 ... 3242 3245 RB
138 138 WR2509 20250829 ... 3342 3342 WR
139 139 WR2510 20250829 ... 3316 3335 WR
140 140 WR2511 20250829 ... 3284 3368 WR
141 141 WR2512 20250829 ... 3439 3474 WR
142 142 WR2601 20250829 ... 3380 3380 WR
143 143 WR2602 20250829 ... 3365 3440 WR
144 144 WR2603 20250829 ... 3438 3438 WR
145 145 WR2604 20250829 ... 3455 3455 WR
146 146 WR2605 20250829 ... 3429 3429 WR
147 147 WR2606 20250829 ... 3396 3396 WR
148 148 WR2607 20250829 ... 3449 3460 WR
149 149 WR2608 20250829 ... 3344 3430 WR
150 150 HC2509 20250829 ... 3397 3394 HC
151 151 HC2510 20250829 ... 3366 3362 HC
152 152 HC2511 20250829 ... 3360 3358 HC
153 153 HC2512 20250829 ... 3362 3358 HC
154 154 HC2601 20250829 ... 3356 3353 HC
155 155 HC2602 20250829 ... 3367 3347 HC
156 156 HC2603 20250829 ... 3354 3354 HC
157 157 HC2604 20250829 ... 3369 3355 HC
158 158 HC2605 20250829 ... 3359 3357 HC
159 159 HC2606 20250829 ... 3362 3357 HC
160 160 HC2607 20250829 ... 3363 3360 HC
161 161 HC2608 20250829 ... 3361 3371 HC
162 162 SS2509 20250829 ... 12725 12700 SS
163 163 SS2510 20250829 ... 12805 12795 SS
164 164 SS2511 20250829 ... 12870 12870 SS
165 165 SS2512 20250829 ... 12930 12930 SS
166 166 SS2601 20250829 ... 12990 12975 SS
167 167 SS2602 20250829 ... 13035 13010 SS
168 168 SS2603 20250829 ... 13110 13095 SS
169 169 SS2604 20250829 ... 13175 13140 SS
170 170 SS2605 20250829 ... 13255 13235 SS
171 171 SS2606 20250829 ... 13310 13255 SS
172 172 SS2607 20250829 ... 13330 13325 SS
173 173 SS2608 20250829 ... 13405 13405 SS
174 174 SC2509 20250829 ... 475.8 473 SC
175 175 SC2510 20250829 ... 482.9 481.1 SC
176 176 SC2511 20250829 ... 483.7 482.7 SC
177 177 SC2512 20250829 ... 483.6 483.1 SC
178 178 SC2601 20250829 ... 482.7 483.1 SC
179 179 SC2602 20250829 ... 482.2 482.3 SC
180 180 SC2603 20250829 ... 480.7 481 SC
181 181 SC2604 20250829 ... 478.4 480.3 SC
182 182 SC2605 20250829 ... 478.9 479 SC
183 183 SC2606 20250829 ... 476.9 478 SC
184 184 SC2607 20250829 ... 476 477.5 SC
185 185 SC2608 20250829 ... 476.5 478.5 SC
186 186 SC2609 20250829 ... 476.1 476.1 SC
187 187 SC2612 20250829 ... 480.9 481.2 SC
188 188 SC2703 20250829 ... 477 477.3 SC
189 189 SC2706 20250829 ... 476.4 473 SC
190 190 SC2709 20250829 ... 474.8 472.8 SC
191 191 SC2712 20250829 ... 474.4 471.3 SC
192 192 SC2803 20250829 ... 471.4 471 SC
193 193 SC2806 20250829 ... 469 468.7 SC
194 194 LU2509 20250829 ... 3312 3312 LU
195 195 LU2510 20250829 ... 3483 3495 LU
196 196 LU2511 20250829 ... 3491 3501 LU
197 197 LU2512 20250829 ... 3473 3484 LU
198 198 LU2601 20250829 ... 3454 3466 LU
199 199 LU2602 20250829 ... 3419 3445 LU
200 200 LU2603 20250829 ... 3434 3439 LU
201 201 LU2604 20250829 ... 3415 3415 LU
202 202 LU2605 20250829 ... 3407 3412 LU
203 203 LU2606 20250829 ... 3424 3424 LU
204 204 LU2607 20250829 ... 3412 3417 LU
205 205 LU2608 20250829 ... 3407 3407 LU
206 206 FU2509 20250829 ... 2754 2760 FU
207 207 FU2510 20250829 ... 2825 2826 FU
208 208 FU2511 20250829 ... 2817 2815 FU
209 209 FU2512 20250829 ... 2804 2801 FU
210 210 FU2601 20250829 ... 2797 2791 FU
211 211 FU2602 20250829 ... 2784 2775 FU
212 212 FU2603 20250829 ... 2768 2767 FU
213 213 FU2604 20250829 ... 2768 2761 FU
214 214 FU2605 20250829 ... 2753 2752 FU
215 215 FU2606 20250829 ... 2743 2745 FU
216 216 FU2607 20250829 ... 2728 2722 FU
217 217 FU2608 20250829 ... 2717 2707 FU
218 218 BU2509 20250829 ... 3526 3518 BU
219 219 BU2510 20250829 ... 3505 3501 BU
220 220 BU2511 20250829 ... 3482 3467 BU
221 221 BU2512 20250829 ... 3428 3416 BU
222 222 BU2601 20250829 ... 3392 3382 BU
223 223 BU2602 20250829 ... 3398 3384 BU
224 224 BU2603 20250829 ... 3381 3383 BU
225 225 BU2604 20250829 ... 3400 3378 BU
226 226 BU2605 20250829 ... 3394 3367 BU
227 227 BU2606 20250829 ... 3387 3368 BU
228 228 BU2607 20250829 ... 3379 3353 BU
229 229 BU2608 20250829 ... 3367 3367 BU
230 230 BU2609 20250829 ... 3363 3342 BU
231 231 BU2612 20250829 ... 3322 3295 BU
232 232 BU2703 20250829 ... 3322 3300 BU
233 233 BU2706 20250829 ... 3310 3309 BU
234 234 BR2509 20250829 ... 11845 11830 BR
235 235 BR2510 20250829 ... 11855 11890 BR
236 236 BR2511 20250829 ... 11825 11855 BR
237 237 BR2512 20250829 ... 11810 11825 BR
238 238 BR2601 20250829 ... 11805 11860 BR
239 239 BR2602 20250829 ... 11865 11935 BR
240 240 BR2603 20250829 ... 11855 11840 BR
241 241 BR2604 20250829 ... 11890 11900 BR
242 242 BR2605 20250829 ... 11900 11945 BR
243 243 BR2606 20250829 ... 11870 11985 BR
244 244 BR2607 20250829 ... 12015 12170 BR
245 245 BR2608 20250829 ... 12000 11980 BR
246 246 RU2509 20250829 ... 14870 14915 RU
247 247 RU2510 20250829 ... 14870 14915 RU
248 248 RU2511 20250829 ... 14855 14885 RU
249 249 RU2601 20250829 ... 15830 15880 RU
250 250 RU2603 20250829 ... 15855 15895 RU
251 251 RU2604 20250829 ... 15895 15915 RU
252 252 RU2605 20250829 ... 15915 15965 RU
253 253 RU2606 20250829 ... 16000 16025 RU
254 254 RU2607 20250829 ... 15930 16045 RU
255 255 RU2608 20250829 ... 16095 16095 RU
256 256 NR2509 20250829 ... 12610 12645 NR
257 257 NR2510 20250829 ... 12670 12725 NR
258 258 NR2511 20250829 ... 12705 12770 NR
259 259 NR2512 20250829 ... 12735 12790 NR
260 260 NR2601 20250829 ... 12780 12810 NR
261 261 NR2602 20250829 ... 12765 12830 NR
262 262 NR2603 20250829 ... 12810 12900 NR
263 263 NR2604 20250829 ... 12840 12980 NR
264 264 NR2605 20250829 ... 12860 12985 NR
265 265 NR2606 20250829 ... 12980 12980 NR
266 266 NR2607 20250829 ... 12835 12980 NR
267 267 NR2608 20250829 ... 12890 12960 NR
268 268 SP2509 20250829 ... 4944 4930 SP
269 269 SP2510 20250829 ... 4972 4966 SP
270 270 SP2511 20250829 ... 4994 4980 SP
271 271 SP2512 20250829 ... 5012 4998 SP
272 272 SP2601 20250829 ... 5322 5272 SP
273 273 SP2602 20250829 ... 5312 5256 SP
274 274 SP2603 20250829 ... 5326 5288 SP
275 275 SP2604 20250829 ... 5328 5302 SP
276 276 SP2605 20250829 ... 5346 5306 SP
277 277 SP2606 20250829 ... 5374 5310 SP
278 278 SP2607 20250829 ... 5352 5314 SP
279 279 SP2608 20250829 ... 5358 5334 SP
280 280 EC2510 20250829 ... 1272 1288.7 EC
281 281 EC2512 20250829 ... 1562.6 1580.5 EC
282 282 EC2602 20250829 ... 1406 1412.8 EC
283 283 EC2604 20250829 ... 1210.6 1226.1 EC
284 284 EC2606 20250829 ... 1375.1 1389.5 EC
285 285 EC2608 20250829 ... 1562.7 1578.5 EC
286 287 SC_TAS2510 20250829 ... SC_TAS
287 288 SC_TAS2511 20250829 ... SC_TAS
288 289 SC_TAS2512 20250829 ... SC_TAS
[289 rows x 13 columns]
2025-08-29 18:26:29,256 - future_1d - INFO - ak.get_shfe_daily('2025-08-29') done
symbol date open ... settle pre_settle variety
0 IC2509 20250829 6960.000 ... 6983.400 6920.400 IC
1 IC2510 20250829 6934.600 ... 6935.200 6883.200 IC
2 IC2512 20250829 6821.800 ... 6828.400 6778.800 IC
3 IC2603 20250829 6700.000 ... 6682.600 6644.400 IC
4 IF2509 20250829 4452.200 ... 4502.600 4436.600 IF
5 IF2510 20250829 4450.000 ... 4496.600 4428.800 IF
6 IF2512 20250829 4441.000 ... 4481.800 4417.600 IF
7 IF2603 20250829 4414.000 ... 4459.000 4398.000 IF
8 IH2509 20250829 2952.800 ... 2978.600 2945.000 IH
9 IH2510 20250829 2957.800 ... 2974.800 2943.800 IH
10 IH2512 20250829 2955.200 ... 2978.800 2946.800 IH
11 IH2603 20250829 2961.200 ... 2981.200 2950.600 IH
12 IM2509 20250829 7357.800 ... 7353.800 7322.400 IM
13 IM2510 20250829 7314.800 ... 7294.800 7268.800 IM
14 IM2512 20250829 7179.000 ... 7165.600 7149.400 IM
15 IM2603 20250829 7017.000 ... 6986.400 6982.000 IM
16 T2509 20250829 108.050 ... 108.055 108.035 T
17 T2512 20250829 107.795 ... 107.820 107.805 T
18 T2603 20250829 107.560 ... 107.585 107.570 T
19 TF2509 20250829 105.610 ... 105.655 105.610 TF
20 TF2512 20250829 105.460 ... 105.515 105.470 TF
21 TF2603 20250829 105.395 ... 105.410 105.380 TF
22 TL2509 20250829 116.960 ... 117.020 117.010 TL
23 TL2512 20250829 116.480 ... 116.560 116.540 TL
24 TL2603 20250829 116.110 ... 116.230 116.190 TL
25 TS2509 20250829 102.326 ... 102.348 102.314 TS
26 TS2512 20250829 102.374 ... 102.420 102.374 TS
27 TS2603 20250829 102.302 ... 102.354 102.328 TS
[28 rows x 12 columns]
2025-08-29 18:26:29,602 - future_1d - INFO - ak.get_cffex_daily('2025-08-29') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250829 8402.0 8409.0 ... 628977.30 8360.0 8377.0 AP
1 AP511 20250829 8165.0 8193.0 ... 5890.68 8144.0 8165.0 AP
2 AP512 20250829 8215.0 8222.0 ... 393.40 8196.0 8174.0 AP
3 AP601 20250829 8281.0 8300.0 ... 248831.67 8258.0 8250.0 AP
4 AP603 20250829 8161.0 8179.0 ... 154.70 8142.0 8118.0 AP
5 AP604 20250829 8142.0 8142.0 ... 48.73 8122.0 8126.0 AP
6 AP605 20250829 8215.0 8240.0 ... 1420.12 8209.0 8181.0 AP
7 CF509 20250829 13710.0 13875.0 ... 152624.45 13795.0 13730.0 CF
8 CF511 20250829 14020.0 14205.0 ... 646629.84 14105.0 13985.0 CF
9 CF601 20250829 14095.0 14340.0 ... 3868320.37 14260.0 14070.0 CF
10 CF603 20250829 14055.0 14290.0 ... 7545.32 14225.0 14040.0 CF
11 CF605 20250829 14045.0 14280.0 ... 182765.20 14205.0 14025.0 CF
12 CF607 20250829 14050.0 14265.0 ... 1775.95 14210.0 14030.0 CF
13 CJ509 20250829 10125.0 10465.0 ... 9187.10 10180.0 10105.0 CJ
14 CJ512 20250829 11375.0 11425.0 ... 9197.96 11340.0 11290.0 CJ
15 CJ601 20250829 11520.0 11545.0 ... 552570.17 11460.0 11405.0 CJ
16 CJ603 20250829 11515.0 11575.0 ... 5198.40 11500.0 11435.0 CJ
17 CJ605 20250829 11655.0 11690.0 ... 80786.21 11615.0 11560.0 CJ
18 CJ607 20250829 11800.0 11835.0 ... 1118.33 11770.0 11715.0 CJ
19 CY509 20250829 20220.0 20995.0 ... 477.84 20335.0 20225.0 CY
20 CY510 20250829 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250829 20110.0 20280.0 ... 120347.44 20180.0 20090.0 CY
22 CY512 20250829 20195.0 20275.0 ... 60.01 20005.0 19905.0 CY
23 CY601 20250829 20140.0 20320.0 ... 6111.53 20235.0 20080.0 CY
24 CY602 20250829 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250829 0.0 0.0 ... 0.00 20365.0 20285.0 CY
26 CY604 20250829 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250829 20455.0 20455.0 ... 10.23 20455.0 20325.0 CY
28 CY606 20250829 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250829 0.0 0.0 ... 0.00 20335.0 20205.0 CY
30 CY608 20250829 0.0 0.0 ... 0.00 20295.0 20295.0 CY
31 FG509 20250829 971.0 1020.0 ... 423716.10 970.0 973.0 FG
32 FG510 20250829 1073.0 1083.0 ... 135124.91 1066.0 1066.0 FG
33 FG511 20250829 1079.0 1083.0 ... 214118.06 1066.0 1064.0 FG
34 FG512 20250829 1185.0 1187.0 ... 100110.39 1173.0 1166.0 FG
35 FG601 20250829 1178.0 1188.0 ... 3543123.76 1173.0 1163.0 FG
36 FG602 20250829 1230.0 1237.0 ... 1935.82 1224.0 1216.0 FG
37 FG603 20250829 1233.0 1238.0 ... 1237.09 1225.0 1215.0 FG
38 FG604 20250829 1280.0 1284.0 ... 429.74 1271.0 1260.0 FG
39 FG605 20250829 1268.0 1280.0 ... 56979.60 1266.0 1256.0 FG
40 FG606 20250829 1298.0 1305.0 ... 676.94 1292.0 1286.0 FG
41 FG607 20250829 1290.0 1297.0 ... 983.09 1283.0 1277.0 FG
42 FG608 20250829 1316.0 1320.0 ... 608.81 1312.0 1305.0 FG
43 JR509 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250829 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250829 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250829 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250829 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250829 2230.0 2235.0 ... 58230.75 2214.0 2232.0 MA
53 MA510 20250829 2270.0 2287.0 ... 110064.41 2267.0 2275.0 MA
54 MA511 20250829 2305.0 2314.0 ... 148745.15 2295.0 2298.0 MA
55 MA512 20250829 2351.0 2360.0 ... 34742.83 2344.0 2345.0 MA
56 MA601 20250829 2373.0 2385.0 ... 994541.61 2370.0 2368.0 MA
57 MA602 20250829 2394.0 2403.0 ... 95.60 2390.0 2382.0 MA
58 MA603 20250829 2393.0 2395.0 ... 38.21 2388.0 2386.0 MA
59 MA604 20250829 2383.0 2383.0 ... 7.14 2381.0 2381.0 MA
60 MA605 20250829 2382.0 2390.0 ... 39211.54 2378.0 2371.0 MA
61 MA606 20250829 2383.0 2383.0 ... 11.92 2383.0 2377.0 MA
62 MA607 20250829 2381.0 2386.0 ... 52.39 2381.0 2369.0 MA
63 MA608 20250829 2387.0 2388.0 ... 40.43 2378.0 2371.0 MA
64 OI509 20250829 9961.0 10005.0 ... 73772.27 9968.0 9954.0 OI
65 OI511 20250829 9924.0 9931.0 ... 461761.15 9895.0 9907.0 OI
66 OI601 20250829 9820.0 9828.0 ... 2394592.43 9782.0 9811.0 OI
67 OI603 20250829 9758.0 9763.0 ... 3601.47 9707.0 9733.0 OI
68 OI605 20250829 9664.0 9673.0 ... 39019.94 9627.0 9637.0 OI
69 OI607 20250829 9599.0 9620.0 ... 105.46 9587.0 9629.0 OI
70 PF509 20250829 6418.0 6418.0 ... 1135.19 6378.0 6452.0 PF
71 PF510 20250829 6530.0 6538.0 ... 539567.62 6486.0 6530.0 PF
72 PF511 20250829 6512.0 6522.0 ... 385308.46 6468.0 6510.0 PF
73 PF512 20250829 6500.0 6504.0 ... 131884.52 6456.0 6498.0 PF
74 PF601 20250829 6510.0 6516.0 ... 36716.54 6474.0 6514.0 PF
75 PF602 20250829 6472.0 6502.0 ... 2487.21 6486.0 6518.0 PF
76 PF603 20250829 6486.0 6504.0 ... 35.69 6490.0 6532.0 PF
77 PF604 20250829 0.0 0.0 ... 0.00 6554.0 6554.0 PF
78 PF605 20250829 6556.0 6558.0 ... 81.71 6538.0 6578.0 PF
79 PF606 20250829 6564.0 6566.0 ... 9.83 6556.0 6594.0 PF
80 PF607 20250829 6540.0 6540.0 ... 3.27 6540.0 6590.0 PF
81 PF608 20250829 6548.0 6548.0 ... 3.27 6548.0 6598.0 PF
82 PK510 20250829 8004.0 8018.0 ... 47593.25 7990.0 8036.0 PK
83 PK511 20250829 7794.0 7820.0 ... 242000.33 7792.0 7804.0 PK
84 PK512 20250829 7782.0 7832.0 ... 47216.94 7808.0 7810.0 PK
85 PK601 20250829 7862.0 7876.0 ... 24016.56 7860.0 7866.0 PK
86 PK603 20250829 7870.0 7872.0 ... 117.94 7864.0 7872.0 PK
87 PK604 20250829 7878.0 7882.0 ... 86.65 7878.0 7872.0 PK
88 PK605 20250829 7880.0 7886.0 ... 5405.86 7870.0 7880.0 PK
89 PL601 20250829 6462.0 6466.0 ... 13697.84 6425.0 6440.0 PL
90 PL602 20250829 6457.0 6457.0 ... 64.45 6445.0 6464.0 PL
91 PL603 20250829 6419.0 6434.0 ... 89.90 6421.0 6458.0 PL
92 PL604 20250829 6443.0 6443.0 ... 12.89 6443.0 6473.0 PL
93 PL605 20250829 6373.0 6373.0 ... 25.45 6362.0 6364.0 PL
94 PL606 20250829 6422.0 6422.0 ... 12.84 6422.0 6421.0 PL
95 PL607 20250829 6428.0 6428.0 ... 12.86 6428.0 6466.0 PL
96 PL608 20250829 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250829 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250829 5814.0 5872.0 ... 3271.01 5832.0 5806.0 PR
104 PR510 20250829 5998.0 5998.0 ... 215327.41 5966.0 5962.0 PR
105 PR511 20250829 5996.0 6002.0 ... 540068.57 5954.0 5968.0 PR
106 PR512 20250829 6016.0 6016.0 ... 262159.27 5952.0 5972.0 PR
107 PR601 20250829 6010.0 6010.0 ... 5909.03 5970.0 5982.0 PR
108 PR602 20250829 0.0 0.0 ... 0.00 6002.0 6028.0 PR
109 PR603 20250829 0.0 0.0 ... 0.00 6006.0 6032.0 PR
110 PR604 20250829 0.0 0.0 ... 0.00 6014.0 6014.0 PR
111 PR605 20250829 0.0 0.0 ... 0.00 6022.0 6022.0 PR
112 PR606 20250829 0.0 0.0 ... 0.00 6050.0 6050.0 PR
113 PR607 20250829 6026.0 6026.0 ... 54.19 6022.0 6052.0 PR
114 PR608 20250829 6026.0 6026.0 ... 54.23 6026.0 6060.0 PR
115 PX509 20250829 6880.0 6932.0 ... 13337.99 6866.0 6886.0 PX
116 PX510 20250829 6896.0 6924.0 ... 296135.77 6866.0 6900.0 PX
117 PX511 20250829 6900.0 6914.0 ... 923813.88 6844.0 6890.0 PX
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119 PX601 20250829 6846.0 6850.0 ... 111434.50 6792.0 6832.0 PX
120 PX602 20250829 0.0 0.0 ... 0.00 6800.0 6800.0 PX
121 PX603 20250829 0.0 0.0 ... 0.00 6786.0 6786.0 PX
122 PX604 20250829 0.0 0.0 ... 0.00 6812.0 6836.0 PX
123 PX605 20250829 6816.0 6816.0 ... 428.49 6802.0 6816.0 PX
124 PX606 20250829 6786.0 6786.0 ... 3.39 6786.0 6808.0 PX
125 PX607 20250829 6790.0 6790.0 ... 3.40 6790.0 6802.0 PX
126 PX608 20250829 0.0 0.0 ... 0.00 6826.0 6826.0 PX
127 RI509 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250829 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250829 2547.0 2565.0 ... 21978.40 2554.0 2561.0 RM
134 RM511 20250829 2518.0 2560.0 ... 33480.18 2543.0 2510.0 RM
135 RM601 20250829 2481.0 2521.0 ... 803320.70 2496.0 2478.0 RM
136 RM603 20250829 2401.0 2424.0 ... 13142.58 2405.0 2409.0 RM
137 RM605 20250829 2410.0 2429.0 ... 87283.31 2411.0 2419.0 RM
138 RM607 20250829 2394.0 2414.0 ... 9030.16 2396.0 2404.0 RM
139 RM608 20250829 2456.0 2494.0 ... 2078.62 2457.0 2473.0 RM
140 RS509 20250829 4705.0 4760.0 ... 261.78 4675.0 4779.0 RS
141 RS511 20250829 5195.0 5195.0 ... 36.09 5156.0 5111.0 RS
142 RS607 20250829 5525.0 5574.0 ... 83.25 5550.0 5563.0 RS
143 RS608 20250829 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250829 1186.0 1192.0 ... 175776.45 1170.0 1184.0 SA
145 SA510 20250829 1235.0 1238.0 ... 105694.77 1222.0 1224.0 SA
146 SA511 20250829 1243.0 1244.0 ... 295443.99 1228.0 1231.0 SA
147 SA512 20250829 1306.0 1309.0 ... 175921.32 1290.0 1290.0 SA
148 SA601 20250829 1316.0 1318.0 ... 3270092.96 1298.0 1297.0 SA
149 SA602 20250829 1336.0 1343.0 ... 4942.56 1324.0 1322.0 SA
150 SA603 20250829 1343.0 1347.0 ... 5010.93 1327.0 1329.0 SA
151 SA604 20250829 1375.0 1380.0 ... 489.68 1368.0 1361.0 SA
152 SA605 20250829 1380.0 1385.0 ... 74471.91 1370.0 1367.0 SA
153 SA606 20250829 1390.0 1390.0 ... 471.04 1377.0 1373.0 SA
154 SA607 20250829 1388.0 1391.0 ... 758.14 1378.0 1377.0 SA
155 SA608 20250829 1412.0 1412.0 ... 451.96 1404.0 1398.0 SA
156 SF509 20250829 5356.0 5400.0 ... 24762.49 5364.0 5426.0 SF
157 SF510 20250829 5430.0 5430.0 ... 151201.85 5382.0 5436.0 SF
158 SF511 20250829 5594.0 5612.0 ... 726044.49 5566.0 5620.0 SF
159 SF512 20250829 5572.0 5580.0 ... 67433.93 5542.0 5592.0 SF
160 SF601 20250829 5586.0 5586.0 ... 172943.63 5538.0 5592.0 SF
161 SF602 20250829 5540.0 5548.0 ... 1810.22 5502.0 5560.0 SF
162 SF603 20250829 5694.0 5724.0 ... 85.41 5694.0 5738.0 SF
163 SF604 20250829 5670.0 5690.0 ... 45.40 5676.0 5726.0 SF
164 SF605 20250829 5700.0 5708.0 ... 3021.11 5674.0 5724.0 SF
165 SF606 20250829 5652.0 5670.0 ... 191.68 5638.0 5694.0 SF
166 SF607 20250829 5800.0 5824.0 ... 170.68 5786.0 5848.0 SF
167 SF608 20250829 5784.0 5800.0 ... 17.35 5784.0 5850.0 SF
168 SH509 20250829 2538.0 2540.0 ... 45119.03 2495.0 2540.0 SH
169 SH510 20250829 2650.0 2660.0 ... 433345.34 2622.0 2650.0 SH
170 SH511 20250829 2673.0 2677.0 ... 772802.86 2649.0 2670.0 SH
171 SH512 20250829 2698.0 2702.0 ... 192001.48 2673.0 2696.0 SH
172 SH601 20250829 2690.0 2694.0 ... 2981729.77 2660.0 2686.0 SH
173 SH602 20250829 2696.0 2701.0 ... 4164.29 2675.0 2699.0 SH
174 SH603 20250829 2715.0 2715.0 ... 2668.22 2687.0 2710.0 SH
175 SH604 20250829 2758.0 2758.0 ... 451.72 2738.0 2760.0 SH
176 SH605 20250829 2787.0 2787.0 ... 45655.31 2753.0 2776.0 SH
177 SH606 20250829 2772.0 2772.0 ... 430.80 2762.0 2781.0 SH
178 SH607 20250829 2752.0 2753.0 ... 140.08 2747.0 2767.0 SH
179 SH608 20250829 2755.0 2759.0 ... 82.57 2752.0 2768.0 SH
180 SM509 20250829 5722.0 5722.0 ... 56699.68 5678.0 5718.0 SM
181 SM510 20250829 5710.0 5730.0 ... 128024.26 5692.0 5732.0 SM
182 SM511 20250829 5820.0 5820.0 ... 214366.08 5770.0 5810.0 SM
183 SM512 20250829 5816.0 5816.0 ... 64494.90 5772.0 5818.0 SM
184 SM601 20250829 5822.0 5822.0 ... 600421.24 5786.0 5818.0 SM
185 SM602 20250829 5844.0 5844.0 ... 463.95 5800.0 5832.0 SM
186 SM603 20250829 5796.0 5836.0 ... 34.83 5806.0 5844.0 SM
187 SM604 20250829 5814.0 5814.0 ... 8.71 5810.0 5884.0 SM
188 SM605 20250829 5876.0 5876.0 ... 12649.22 5830.0 5866.0 SM
189 SM606 20250829 5838.0 5852.0 ... 29.11 5824.0 5866.0 SM
190 SM607 20250829 5852.0 5874.0 ... 96.42 5844.0 5874.0 SM
191 SM608 20250829 5874.0 5892.0 ... 46.99 5874.0 5890.0 SM
192 SR509 20250829 5620.0 5622.0 ... 22812.97 5598.0 5621.0 SR
193 SR511 20250829 5595.0 5603.0 ... 194152.09 5586.0 5585.0 SR
194 SR601 20250829 5610.0 5616.0 ... 842891.35 5600.0 5601.0 SR
195 SR603 20250829 5586.0 5591.0 ... 3001.63 5579.0 5580.0 SR
196 SR605 20250829 5570.0 5573.0 ... 33493.71 5560.0 5563.0 SR
197 SR607 20250829 5565.0 5566.0 ... 1544.55 5556.0 5557.0 SR
198 TA509 20250829 4734.0 4742.0 ... 129302.24 4718.0 4754.0 TA
199 TA510 20250829 4786.0 4790.0 ... 285704.45 4762.0 4790.0 TA
200 TA511 20250829 4792.0 4794.0 ... 270158.39 4766.0 4786.0 TA
201 TA512 20250829 4794.0 4798.0 ... 81235.76 4768.0 4794.0 TA
202 TA601 20250829 4802.0 4802.0 ... 1438165.65 4774.0 4798.0 TA
203 TA602 20250829 4802.0 4826.0 ... 266.36 4800.0 4804.0 TA
204 TA603 20250829 4820.0 4840.0 ... 79.41 4814.0 4818.0 TA
205 TA604 20250829 4818.0 4824.0 ... 7.22 4812.0 4820.0 TA
206 TA605 20250829 4834.0 4842.0 ... 46268.80 4812.0 4832.0 TA
207 TA606 20250829 4846.0 4846.0 ... 19.26 4816.0 4854.0 TA
208 TA607 20250829 4860.0 4862.0 ... 12.11 4846.0 4852.0 TA
209 TA608 20250829 4870.0 4870.0 ... 12.15 4858.0 4844.0 TA
210 UR509 20250829 1703.0 1710.0 ... 21243.53 1688.0 1710.0 UR
211 UR510 20250829 1718.0 1727.0 ... 40988.13 1708.0 1724.0 UR
212 UR511 20250829 1745.0 1754.0 ... 41400.40 1746.0 1749.0 UR
213 UR512 20250829 1749.0 1754.0 ... 975.21 1748.0 1751.0 UR
214 UR601 20250829 1754.0 1758.0 ... 414515.11 1750.0 1753.0 UR
215 UR602 20250829 1750.0 1754.0 ... 426.11 1746.0 1752.0 UR
216 UR603 20250829 1786.0 1792.0 ... 242.90 1786.0 1793.0 UR
217 UR604 20250829 1788.0 1788.0 ... 7.15 1787.0 1793.0 UR
218 UR605 20250829 1787.0 1796.0 ... 17194.06 1790.0 1790.0 UR
219 UR606 20250829 1786.0 1787.0 ... 99.91 1784.0 1784.0 UR
220 UR607 20250829 1796.0 1799.0 ... 64.66 1796.0 1797.0 UR
221 UR608 20250829 1791.0 1796.0 ... 50.16 1791.0 1796.0 UR
222 WH509 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250829 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250829 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-08-29 18:26:29,931 - future_1d - INFO - ak.get_czce_daily('2025-08-29') done
2025-08-29 18:26:31,675 - future_1d - INFO - save future_daily 2025-08-29 completed