75 PF511 20250709 6374.0 6390.0 ... 78746.78 6370.0 6358.0 PF
76 PF512 20250709 6346.0 6372.0 ... 49565.08 6360.0 6340.0 PF
77 PF601 20250709 6360.0 6386.0 ... 3592.77 6370.0 6352.0 PF
78 PF602 20250709 6370.0 6404.0 ... 44.59 6370.0 6356.0 PF
79 PF603 20250709 6376.0 6416.0 ... 66.94 6376.0 6366.0 PF
80 PF604 20250709 6378.0 6416.0 ... 44.70 6386.0 6372.0 PF
81 PF605 20250709 6380.0 6426.0 ... 108.75 6398.0 6366.0 PF
82 PF606 20250709 6374.0 6388.0 ... 6.38 6382.0 6366.0 PF
83 PK510 20250709 8130.0 8196.0 ... 197959.13 8158.0 8106.0 PK
84 PK511 20250709 7934.0 8024.0 ... 95661.77 7986.0 7914.0 PK
85 PK512 20250709 7934.0 7984.0 ... 3549.71 7968.0 7908.0 PK
86 PK601 20250709 7922.0 7968.0 ... 7811.18 7946.0 7914.0 PK
87 PK603 20250709 7932.0 7958.0 ... 39.74 7948.0 7912.0 PK
88 PK604 20250709 7956.0 7956.0 ... 7.95 7952.0 7924.0 PK
89 PK605 20250709 7952.0 7968.0 ... 338.25 7960.0 7938.0 PK
90 PM507 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250709 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250709 5920.0 5920.0 ... 17.76 5920.0 5922.0 PR
97 PR508 20250709 5908.0 5908.0 ... 12670.50 5892.0 5898.0 PR
98 PR509 20250709 5872.0 5890.0 ... 366098.76 5874.0 5870.0 PR
99 PR510 20250709 5856.0 5884.0 ... 248328.55 5866.0 5856.0 PR
100 PR511 20250709 5852.0 5876.0 ... 65277.52 5854.0 5842.0 PR
101 PR512 20250709 5848.0 5848.0 ... 8.77 5848.0 5838.0 PR
102 PR601 20250709 5850.0 5866.0 ... 105.36 5854.0 5840.0 PR
103 PR602 20250709 0.0 0.0 ... 0.00 5898.0 5878.0 PR
104 PR603 20250709 5898.0 5930.0 ... 17.74 5914.0 5886.0 PR
105 PR604 20250709 5892.0 5930.0 ... 17.73 5912.0 5882.0 PR
106 PR605 20250709 5896.0 5896.0 ... 17.67 5892.0 5878.0 PR
107 PR606 20250709 0.0 0.0 ... 0.00 5858.0 5858.0 PR
108 PX507 20250709 0.0 0.0 ... 0.00 6890.0 6868.0 PX
109 PX508 20250709 6734.0 6768.0 ... 486.13 6752.0 6722.0 PX
110 PX509 20250709 6710.0 6748.0 ... 594486.99 6716.0 6696.0 PX
111 PX510 20250709 6696.0 6730.0 ... 59893.48 6698.0 6676.0 PX
112 PX511 20250709 6658.0 6704.0 ... 114440.83 6664.0 6642.0 PX
113 PX512 20250709 6638.0 6688.0 ... 35806.53 6644.0 6624.0 PX
114 PX601 20250709 6624.0 6660.0 ... 52120.77 6636.0 6604.0 PX
115 PX602 20250709 0.0 0.0 ... 0.00 6628.0 6566.0 PX
116 PX603 20250709 0.0 0.0 ... 0.00 6618.0 6578.0 PX
117 PX604 20250709 0.0 0.0 ... 0.00 6606.0 6562.0 PX
118 PX605 20250709 6576.0 6610.0 ... 52.75 6594.0 6560.0 PX
119 PX606 20250709 6562.0 6562.0 ... 3.28 6562.0 6544.0 PX
120 RI507 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250709 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250709 2440.0 2461.0 ... 899.68 2445.0 2455.0 RM
127 RM508 20250709 2564.0 2594.0 ... 15942.76 2572.0 2577.0 RM
128 RM509 20250709 2568.0 2595.0 ... 721970.44 2573.0 2581.0 RM
129 RM511 20250709 2408.0 2420.0 ... 2486.37 2407.0 2412.0 RM
130 RM601 20250709 2303.0 2317.0 ... 168883.86 2305.0 2312.0 RM
131 RM603 20250709 2291.0 2297.0 ... 11757.00 2287.0 2294.0 RM
132 RM605 20250709 2308.0 2313.0 ... 35468.30 2305.0 2312.0 RM
133 RS507 20250709 0.0 0.0 ... 0.00 4991.0 4961.0 RS
134 RS508 20250709 0.0 0.0 ... 0.00 5107.0 5107.0 RS
135 RS509 20250709 5018.0 5097.0 ... 395.37 5069.0 5039.0 RS
136 RS511 20250709 5009.0 5074.0 ... 100.74 5037.0 5049.0 RS
137 SA507 20250709 1140.0 1154.0 ... 270.34 1146.0 1136.0 SA
138 SA508 20250709 1178.0 1197.0 ... 24946.06 1187.0 1174.0 SA
139 SA509 20250709 1178.0 1198.0 ... 3503226.20 1187.0 1177.0 SA
140 SA510 20250709 1196.0 1212.0 ... 93566.02 1201.0 1192.0 SA
141 SA511 20250709 1198.0 1211.0 ... 130134.16 1202.0 1195.0 SA
142 SA512 20250709 1217.0 1236.0 ... 42233.44 1225.0 1216.0 SA
143 SA601 20250709 1220.0 1239.0 ... 772014.38 1226.0 1215.0 SA
144 SA602 20250709 1228.0 1247.0 ... 12342.25 1238.0 1228.0 SA
145 SA603 20250709 1231.0 1247.0 ... 6414.73 1236.0 1228.0 SA
146 SA604 20250709 1246.0 1260.0 ... 2910.42 1250.0 1243.0 SA
147 SA605 20250709 1245.0 1260.0 ... 29619.14 1251.0 1244.0 SA
148 SA606 20250709 1257.0 1263.0 ... 2486.52 1260.0 1255.0 SA
149 SF507 20250709 5466.0 5484.0 ... 1182.38 5436.0 5430.0 SF
150 SF508 20250709 5346.0 5406.0 ... 11221.56 5374.0 5346.0 SF
151 SF509 20250709 5358.0 5418.0 ... 290240.89 5380.0 5352.0 SF
152 SF510 20250709 5312.0 5372.0 ... 60549.78 5328.0 5288.0 SF
153 SF511 20250709 5440.0 5512.0 ... 99059.99 5466.0 5420.0 SF
154 SF512 20250709 5426.0 5488.0 ... 12017.42 5440.0 5400.0 SF
155 SF601 20250709 5396.0 5456.0 ... 6835.09 5412.0 5362.0 SF
156 SF602 20250709 5332.0 5388.0 ... 315.85 5354.0 5300.0 SF
157 SF603 20250709 5466.0 5516.0 ... 16.47 5490.0 5424.0 SF
158 SF604 20250709 0.0 0.0 ... 0.00 5460.0 5412.0 SF
159 SF605 20250709 5444.0 5492.0 ... 101.01 5460.0 5412.0 SF
160 SF606 20250709 5386.0 5388.0 ... 18.79 5370.0 5356.0 SF
161 SH507 20250709 0.0 0.0 ... 0.00 2381.0 2380.0 SH
162 SH508 20250709 2427.0 2473.0 ... 144128.62 2434.0 2442.0 SH
163 SH509 20250709 2405.0 2456.0 ... 3965465.00 2419.0 2418.0 SH
164 SH510 20250709 2413.0 2477.0 ... 438972.92 2439.0 2427.0 SH
165 SH511 20250709 2393.0 2463.0 ... 311045.45 2426.0 2403.0 SH
166 SH512 20250709 2399.0 2468.0 ... 25143.72 2426.0 2410.0 SH
167 SH601 20250709 2383.0 2440.0 ... 101220.63 2403.0 2389.0 SH
168 SH602 20250709 2402.0 2456.0 ... 1192.79 2424.0 2410.0 SH
169 SH603 20250709 2416.0 2455.0 ... 860.28 2430.0 2413.0 SH
170 SH604 20250709 2450.0 2483.0 ... 324.18 2456.0 2441.0 SH
171 SH605 20250709 2435.0 2487.0 ... 2495.18 2453.0 2428.0 SH
172 SH606 20250709 2457.0 2495.0 ... 66.92 2479.0 2446.0 SH
173 SM507 20250709 5638.0 5680.0 ... 1150.66 5654.0 5612.0 SM
174 SM508 20250709 5644.0 5730.0 ... 16082.16 5682.0 5644.0 SM
175 SM509 20250709 5666.0 5742.0 ... 554857.53 5682.0 5646.0 SM
176 SM510 20250709 5644.0 5724.0 ... 39475.30 5664.0 5632.0 SM
177 SM511 20250709 5726.0 5800.0 ... 74115.41 5742.0 5716.0 SM
178 SM512 20250709 5726.0 5786.0 ... 9529.31 5728.0 5704.0 SM
179 SM601 20250709 5726.0 5774.0 ... 40045.37 5724.0 5694.0 SM
180 SM602 20250709 5718.0 5758.0 ... 154.36 5718.0 5714.0 SM
181 SM603 20250709 5722.0 5766.0 ... 85.79 5720.0 5728.0 SM
182 SM604 20250709 5730.0 5762.0 ... 63.12 5738.0 5736.0 SM
183 SM605 20250709 5756.0 5804.0 ... 894.45 5752.0 5730.0 SM
184 SM606 20250709 5758.0 5766.0 ... 43.16 5756.0 5764.0 SM
185 SR507 20250709 5748.0 5781.0 ... 1828.85 5751.0 5754.0 SR
186 SR509 20250709 5755.0 5783.0 ... 816826.20 5763.0 5744.0 SR
187 SR511 20250709 5647.0 5676.0 ... 132157.70 5653.0 5639.0 SR
188 SR601 20250709 5595.0 5612.0 ... 98857.55 5599.0 5589.0 SR
189 SR603 20250709 5567.0 5585.0 ... 1365.73 5574.0 5562.0 SR
190 SR605 20250709 5549.0 5560.0 ... 3053.06 5551.0 5545.0 SR
191 TA507 20250709 4786.0 4792.0 ... 4694.65 4770.0 4786.0 TA
192 TA508 20250709 4750.0 4770.0 ... 34276.83 4740.0 4744.0 TA
193 TA509 20250709 4722.0 4738.0 ... 2044731.35 4714.0 4710.0 TA
194 TA510 20250709 4696.0 4722.0 ... 71822.15 4702.0 4688.0 TA
195 TA511 20250709 4694.0 4712.0 ... 54880.96 4692.0 4678.0 TA
196 TA512 20250709 4678.0 4700.0 ... 11011.77 4684.0 4670.0 TA
197 TA601 20250709 4670.0 4694.0 ... 377403.21 4678.0 4658.0 TA
198 TA602 20250709 4674.0 4696.0 ... 18.75 4688.0 4662.0 TA
199 TA603 20250709 4672.0 4688.0 ... 18.73 4682.0 4656.0 TA
200 TA604 20250709 4684.0 4696.0 ... 9.38 4688.0 4670.0 TA
201 TA605 20250709 4678.0 4708.0 ... 2473.15 4694.0 4670.0 TA
202 TA606 20250709 4698.0 4710.0 ... 9.40 4702.0 4680.0 TA
203 UR507 20250709 1767.0 1768.0 ... 813.70 1759.0 1751.0 UR
204 UR508 20250709 1763.0 1771.0 ... 1187.60 1767.0 1749.0 UR
205 UR509 20250709 1775.0 1781.0 ... 588943.97 1771.0 1755.0 UR
206 UR510 20250709 1761.0 1766.0 ... 19088.87 1755.0 1744.0 UR
207 UR511 20250709 1758.0 1766.0 ... 18258.17 1755.0 1747.0 UR
208 UR512 20250709 1743.0 1749.0 ... 38.42 1747.0 1730.0 UR
209 UR601 20250709 1730.0 1740.0 ... 84018.51 1731.0 1718.0 UR
210 UR602 20250709 1725.0 1731.0 ... 600.41 1725.0 1715.0 UR
211 UR603 20250709 1741.0 1752.0 ... 157.26 1747.0 1737.0 UR
212 UR604 20250709 1735.0 1746.0 ... 87.00 1740.0 1732.0 UR
213 UR605 20250709 1731.0 1740.0 ... 4058.35 1730.0 1721.0 UR
214 UR606 20250709 1723.0 1731.0 ... 62.18 1727.0 1717.0 UR
215 WH507 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250709 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC508 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC509 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC510 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC511 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC512 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC601 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC602 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC603 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC604 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC605 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC606 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC607 20250709 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-11 18:26:16,514 - future_1d - INFO - ak.get_czce_daily('2025-07-09') done
symbol date open ... settle pre_settle variety
0 PS2507 20250709 37535.0 ... 38185.0 37535.0 PS
1 PS2508 20250709 38480.0 ... 39190.0 37390.0 PS
2 PS2509 20250709 38140.0 ... 38810.0 37220.0 PS
3 PS2510 20250709 38045.0 ... 38630.0 37130.0 PS
4 PS2511 20250709 37980.0 ... 38440.0 36950.0 PS
5 PS2512 20250709 40275.0 ... 40765.0 39675.0 PS
6 PS2601 20250709 39860.0 ... 40680.0 39670.0 PS
7 PS2602 20250709 40205.0 ... 40535.0 39890.0 PS
8 PS2603 20250709 40305.0 ... 40575.0 39660.0 PS
9 PS2604 20250709 40070.0 ... 40345.0 39050.0 PS
10 PS2605 20250709 39840.0 ... 40305.0 38930.0 PS
11 PS2606 20250709 40425.0 ... 41000.0 40130.0 PS
13 SI2507 20250709 8160.0 ... 8160.0 8035.0 SI
14 SI2508 20250709 8200.0 ... 8175.0 8170.0 SI
15 SI2509 20250709 8200.0 ... 8165.0 8195.0 SI
16 SI2510 20250709 8200.0 ... 8145.0 8195.0 SI
17 SI2511 20250709 8135.0 ... 8115.0 8130.0 SI
18 SI2512 20250709 8505.0 ... 8430.0 8460.0 SI
19 SI2601 20250709 8465.0 ... 8385.0 8415.0 SI
20 SI2602 20250709 8465.0 ... 8395.0 8425.0 SI
21 SI2603 20250709 8465.0 ... 8400.0 8440.0 SI
22 SI2604 20250709 8440.0 ... 8410.0 8450.0 SI
23 SI2605 20250709 8475.0 ... 8390.0 8390.0 SI
24 SI2606 20250709 8435.0 ... 8385.0 8365.0 SI
27 LC2507 20250709 64320.0 ... 64400.0 64320.0 LC
28 LC2508 20250709 64000.0 ... 64700.0 64600.0 LC
29 LC2509 20250709 63860.0 ... 64460.0 64300.0 LC
30 LC2510 20250709 63840.0 ... 64280.0 64180.0 LC
31 LC2511 20250709 63660.0 ... 64100.0 63940.0 LC
32 LC2512 20250709 63860.0 ... 64260.0 64160.0 LC
33 LC2601 20250709 64000.0 ... 64300.0 64200.0 LC
34 LC2602 20250709 63860.0 ... 64200.0 64200.0 LC
35 LC2603 20250709 63900.0 ... 64260.0 64200.0 LC
36 LC2604 20250709 64340.0 ... 64800.0 64540.0 LC
37 LC2605 20250709 64420.0 ... 64600.0 64600.0 LC
38 LC2606 20250709 64320.0 ... 64820.0 64620.0 LC
[36 rows x 12 columns]
2025-07-11 18:26:16,615 - future_1d - INFO - ak.get_gfex_daily('2025-07-09') done
2025-07-11 18:26:18,345 - future_1d - INFO - save future_daily 2025-07-09 completed
symbol date open ... settle pre_settle variety
0 a2507 20250710 0.0 ... 4150.00 4150.00 A
1 a2509 20250710 4112.0 ... 4110.00 4112.00 A
2 a2511 20250710 4048.0 ... 4042.00 4048.00 A
3 a2601 20250710 4035.0 ... 4025.00 4033.00 A
4 a2603 20250710 4023.0 ... 4018.00 4027.00 A
5 a2605 20250710 4055.0 ... 4051.00 4059.00 A
6 b2507 20250710 0.0 ... 3480.00 3480.00 B
7 b2508 20250710 3519.0 ... 3527.00 3518.00 B
8 b2509 20250710 3578.0 ... 3581.00 3576.00 B
9 b2510 20250710 3614.0 ... 3618.00 3610.00 B
10 b2511 20250710 3635.0 ... 3641.00 3639.00 B
11 b2512 20250710 3658.0 ... 3659.00 3661.00 B
12 b2601 20250710 3652.0 ... 3648.00 3652.00 B
13 b2602 20250710 3613.0 ... 3614.00 3624.00 B
14 b2603 20250710 3529.0 ... 3517.00 3535.00 B
15 b2604 20250710 3438.0 ... 3431.00 3443.00 B
16 b2605 20250710 3375.0 ... 3371.00 3375.00 B
17 b2606 20250710 3370.0 ... 3366.00 3371.00 B
18 bb2509 20250710 153.2 ... 152.75 153.50 BB
19 bb2511 20250710 155.1 ... 154.60 157.15 BB
20 bb2601 20250710 0.0 ... 156.40 156.40 BB
21 bb2603 20250710 0.0 ... 163.25 165.90 BB
22 bb2605 20250710 0.0 ... 163.25 165.90 BB
23 bz2603 20250710 6070.0 ... 6215.00 6015.00 BZ
24 bz2604 20250710 6070.0 ... 6226.00 6010.00 BZ
25 bz2605 20250710 6056.0 ... 6202.00 6013.00 BZ
26 bz2606 20250710 6100.0 ... 6180.00 6003.00 BZ
27 c2507 20250710 0.0 ... 2296.00 2296.00 C
28 c2509 20250710 2317.0 ... 2318.00 2322.00 C
29 c2511 20250710 2271.0 ... 2272.00 2275.00 C
30 c2601 20250710 2234.0 ... 2233.00 2237.00 C
31 c2603 20250710 2235.0 ... 2235.00 2238.00 C
32 c2605 20250710 2265.0 ... 2264.00 2266.00 C
33 cs2507 20250710 0.0 ... 2700.00 2700.00 CS
34 cs2509 20250710 2675.0 ... 2675.00 2676.00 CS
35 cs2511 20250710 2626.0 ... 2626.00 2630.00 CS
36 cs2601 20250710 2623.0 ... 2622.00 2626.00 CS
37 cs2603 20250710 2610.0 ... 2608.00 2615.00 CS
38 cs2605 20250710 2646.0 ... 2647.00 2650.00 CS
39 eb2507 20250710 0.0 ... 7499.00 7499.00 EB
40 eb2508 20250710 7356.0 ... 7436.00 7320.00 EB
41 eb2509 20250710 7251.0 ... 7348.00 7234.00 EB
42 eb2510 20250710 7190.0 ... 7277.00 7153.00 EB
43 eb2511 20250710 7122.0 ... 7206.00 7089.00 EB
44 eb2512 20250710 7088.0 ... 7169.00 7058.00 EB
45 eb2601 20250710 7088.0 ... 7169.00 7053.00 EB
46 eb2602 20250710 7108.0 ... 7212.00 7069.00 EB
47 eb2603 20250710 7102.0 ... 7228.00 7073.00 EB
48 eb2604 20250710 7148.0 ... 7198.00 7062.00 EB
49 eb2605 20250710 7117.0 ... 7185.00 7086.00 EB
50 eb2606 20250710 7163.0 ... 7181.00 7089.00 EB
51 eg2507 20250710 0.0 ... 4226.00 4226.00 EG
52 eg2508 20250710 4258.0 ... 4296.00 4259.00 EG
53 eg2509 20250710 4280.0 ... 4307.00 4275.00 EG
54 eg2510 20250710 4292.0 ... 4321.00 4289.00 EG
55 eg2511 20250710 4306.0 ... 4328.00 4296.00 EG
56 eg2512 20250710 4328.0 ... 4328.00 4292.00 EG
57 eg2601 20250710 4302.0 ... 4336.00 4300.00 EG
58 eg2602 20250710 4328.0 ... 4343.00 4301.00 EG
59 eg2603 20250710 4340.0 ... 4340.00 4313.00 EG
60 eg2604 20250710 4344.0 ... 4355.00 4331.00 EG
61 eg2605 20250710 4340.0 ... 4355.00 4332.00 EG
62 eg2606 20250710 4344.0 ... 4364.00 4329.00 EG
63 fb2507 20250710 0.0 ... 1341.50 1341.50 FB
64 fb2508 20250710 1335.0 ... 1335.50 1332.50 FB
65 fb2509 20250710 1325.0 ... 1323.50 1317.00 FB
66 fb2510 20250710 1330.0 ... 1329.50 1328.00 FB
67 fb2511 20250710 1327.0 ... 1329.00 1325.00 FB
68 fb2512 20250710 1327.5 ... 1329.00 1324.50 FB
69 fb2601 20250710 1314.5 ... 1315.50 1310.00 FB
70 fb2602 20250710 0.0 ... 1290.50 1290.50 FB
71 fb2603 20250710 0.0 ... 1313.50 1313.50 FB
72 fb2604 20250710 0.0 ... 1310.50 1310.50 FB
73 fb2605 20250710 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250710 0.0 ... 1292.50 1292.50 FB
75 i2507 20250710 0.0 ... 748.00 748.00 I
76 i2508 20250710 743.0 ... 754.50 740.50 I
77 i2509 20250710 736.0 ... 750.50 736.50 I
78 i2510 20250710 730.5 ... 747.50 731.00 I
79 i2511 20250710 724.5 ... 739.50 724.50 I
80 i2512 20250710 718.0 ... 734.00 718.00 I
81 i2601 20250710 710.0 ... 724.00 710.00 I
82 i2602 20250710 707.0 ... 721.00 708.00 I
83 i2603 20250710 704.0 ... 716.50 704.50 I
84 i2604 20250710 700.0 ... 711.50 700.50 I
85 i2605 20250710 692.5 ... 705.00 693.00 I
86 i2606 20250710 685.5 ... 698.50 687.00 I
87 j2507 20250710 0.0 ... 1304.50 1304.50 J
88 j2508 20250710 1429.5 ... 1448.00 1416.00 J
89 j2509 20250710 1456.0 ... 1478.00 1445.50 J
90 j2510 20250710 1470.5 ... 1488.00 1461.50 J
91 j2511 20250710 1485.5 ... 1500.00 1450.50 J
92 j2512 20250710 1497.5 ... 1497.50 1471.00 J
93 j2601 20250710 1486.0 ... 1507.50 1486.50 J
94 j2602 20250710 0.0 ... 1515.50 1494.50 J
95 j2603 20250710 0.0 ... 1528.50 1507.50 J
96 j2604 20250710 0.0 ... 1520.50 1499.50 J
97 j2605 20250710 1535.0 ... 1540.00 1526.50 J
98 j2606 20250710 1543.5 ... 1555.50 1528.00 J
99 jd2507 20250710 2701.0 ... 2728.00 2778.00 JD
100 jd2508 20250710 3485.0 ... 3447.00 3470.00 JD
101 jd2509 20250710 3600.0 ... 3572.00 3585.00 JD
102 jd2510 20250710 3373.0 ... 3362.00 3373.00 JD
103 jd2511 20250710 3393.0 ... 3381.00 3401.00 JD
104 jd2512 20250710 3556.0 ... 3547.00 3559.00 JD
105 jd2601 20250710 3616.0 ... 3606.00 3616.00 JD
106 jd2602 20250710 3194.0 ... 3189.00 3195.00 JD
107 jd2603 20250710 3198.0 ... 3199.00 3199.00 JD
108 jd2604 20250710 3340.0 ... 3340.00 3335.00 JD
109 jd2605 20250710 3406.0 ... 3411.00 3413.00 JD
110 jd2606 20250710 3266.0 ... 3264.00 3266.00 JD
111 jm2507 20250710 848.0 ... 861.00 846.50 JM
112 jm2508 20250710 822.0 ... 834.50 812.00 JM
113 jm2509 20250710 871.0 ... 883.50 860.50 JM
114 jm2510 20250710 881.0 ... 897.50 877.00 JM
115 jm2511 20250710 894.0 ... 907.50 886.00 JM
116 jm2512 20250710 905.0 ... 919.50 897.50 JM
117 jm2601 20250710 909.0 ... 922.00 905.00 JM
118 jm2602 20250710 916.0 ... 931.00 908.00 JM
119 jm2603 20250710 925.5 ... 942.50 919.50 JM
120 jm2604 20250710 931.5 ... 941.00 925.00 JM
121 jm2605 20250710 935.5 ... 947.50 932.50 JM
122 jm2606 20250710 951.5 ... 958.00 945.00 JM
123 l2507 20250710 0.0 ... 7300.00 7291.00 L
124 l2508 20250710 7276.0 ... 7302.00 7255.00 L
125 l2509 20250710 7282.0 ... 7309.00 7257.00 L
126 l2510 20250710 7267.0 ... 7309.00 7254.00 L
127 l2511 20250710 7273.0 ... 7300.00 7253.00 L
128 l2512 20250710 7266.0 ... 7286.00 7248.00 L
129 l2601 20250710 7254.0 ... 7283.00 7237.00 L
130 l2602 20250710 7273.0 ... 7260.00 7214.00 L
131 l2603 20250710 7273.0 ... 7265.00 7210.00 L
132 l2604 20250710 7278.0 ... 7292.00 7215.00 L
133 l2605 20250710 7231.0 ... 7255.00 7212.00 L
134 l2606 20250710 7261.0 ... 7261.00 7212.00 L
135 lg2507 20250710 819.5 ... 813.00 819.50 LG
136 lg2509 20250710 785.0 ... 785.00 783.50 LG
137 lg2511 20250710 785.0 ... 783.50 781.50 LG
138 lg2601 20250710 784.5 ... 785.50 781.50 LG
139 lg2603 20250710 785.0 ... 787.00 783.50 LG
140 lg2605 20250710 790.0 ... 792.00 789.50 LG
141 lh2507 20250710 13955.0 ... 13970.00 13950.00 LH
142 lh2509 20250710 14255.0 ... 14330.00 14220.00 LH
143 lh2511 20250710 13595.0 ... 13650.00 13590.00 LH
144 lh2601 20250710 13695.0 ... 13725.00 13680.00 LH
145 lh2603 20250710 12965.0 ... 12980.00 12965.00 LH
146 lh2605 20250710 13135.0 ... 13175.00 13135.00 LH
147 m2507 20250710 0.0 ... 2802.00 2802.00 M
148 m2508 20250710 2920.0 ... 2925.00 2921.00 M
149 m2509 20250710 2940.0 ... 2943.00 2940.00 M
150 m2511 20250710 2980.0 ... 2983.00 2981.00 M
151 m2512 20250710 3018.0 ... 3011.00 3016.00 M
152 m2601 20250710 2994.0 ... 2988.00 2992.00 M
153 m2603 20250710 2850.0 ... 2854.00 2854.00 M
154 m2605 20250710 2702.0 ... 2701.00 2703.00 M
155 p2507 20250710 0.0 ... 8620.00 8620.00 P
156 p2508 20250710 8696.0 ... 8664.00 8676.00 P
157 p2509 20250710 8652.0 ... 8628.00 8656.00 P
158 p2510 20250710 8666.0 ... 8628.00 8656.00 P
159 p2511 20250710 8644.0 ... 8606.00 8626.00 P
160 p2512 20250710 8634.0 ... 8606.00 8626.00 P
161 p2601 20250710 8622.0 ... 8602.00 8634.00 P
162 p2602 20250710 8560.0 ... 8574.00 8592.00 P
163 p2603 20250710 8502.0 ... 8520.00 8540.00 P
164 p2604 20250710 8438.0 ... 8452.00 8494.00 P
165 p2605 20250710 8412.0 ... 8400.00 8434.00 P
166 p2606 20250710 8378.0 ... 8368.00 8406.00 P
167 pg2507 20250710 4219.0 ... 4223.00 4205.00 PG
168 pg2508 20250710 4190.0 ... 4199.00 4178.00 PG
169 pg2509 20250710 4088.0 ... 4096.00 4077.00 PG
170 pg2510 20250710 4493.0 ... 4510.00 4480.00 PG
171 pg2511 20250710 4407.0 ... 4423.00 4397.00 PG
172 pg2512 20250710 4321.0 ... 4349.00 4321.00 PG
173 pg2601 20250710 4259.0 ... 4273.00 4241.00 PG
174 pg2602 20250710 4208.0 ... 4221.00 4164.00 PG
175 pg2603 20250710 4114.0 ... 4115.00 4082.00 PG
176 pg2604 20250710 4410.0 ... 4407.00 4373.00 PG
177 pg2605 20250710 4289.0 ... 4292.00 4266.00 PG
178 pg2606 20250710 4224.0 ... 4221.00 4205.00 PG
179 pp2507 20250710 0.0 ... 7068.00 7068.00 PP
180 pp2508 20250710 7078.0 ... 7096.00 7057.00 PP
181 pp2509 20250710 7080.0 ... 7101.00 7056.00 PP
182 pp2510 20250710 7038.0 ... 7071.00 7017.00 PP
183 pp2511 20250710 7034.0 ... 7063.00 7009.00 PP
184 pp2512 20250710 7035.0 ... 7066.00 7014.00 PP
185 pp2601 20250710 7034.0 ... 7068.00 7015.00 PP
186 pp2602 20250710 7010.0 ... 7043.00 6995.00 PP
187 pp2603 20250710 7023.0 ... 7023.00 7004.00 PP
188 pp2604 20250710 7038.0 ... 7038.00 7006.00 PP
189 pp2605 20250710 7023.0 ... 7053.00 7008.00 PP
190 pp2606 20250710 7035.0 ... 7048.00 6990.00 PP
191 rr2507 20250710 0.0 ... 3578.00 3578.00 RR
192 rr2508 20250710 3588.0 ... 3585.00 3587.00 RR
193 rr2509 20250710 3596.0 ... 3595.00 3595.00 RR
194 rr2510 20250710 3609.0 ... 3610.00 3607.00 RR
195 rr2511 20250710 3605.0 ... 3605.00 3605.00 RR
196 rr2512 20250710 3600.0 ... 3603.00 3601.00 RR
197 rr2601 20250710 3604.0 ... 3602.00 3600.00 RR
198 rr2602 20250710 3610.0 ... 3610.00 3606.00 RR
199 rr2603 20250710 3610.0 ... 3611.00 3606.00 RR
200 rr2604 20250710 3620.0 ... 3617.00 3613.00 RR
201 rr2605 20250710 3612.0 ... 3612.00 3606.00 RR
202 rr2606 20250710 3615.0 ... 3610.00 3609.00 RR
203 v2507 20250710 4839.0 ... 4926.00 4839.00 V
204 v2508 20250710 4926.0 ... 4972.00 4890.00 V
205 v2509 20250710 4963.0 ... 5005.00 4929.00 V
206 v2510 20250710 4995.0 ... 5033.00 4957.00 V
207 v2511 20250710 5017.0 ... 5066.00 4981.00 V
208 v2512 20250710 5063.0 ... 5089.00 5006.00 V
209 v2601 20250710 5067.0 ... 5109.00 5031.00 V
210 v2602 20250710 5085.0 ... 5130.00 5044.00 V
211 v2603 20250710 5103.0 ... 5152.00 5062.00 V
212 v2604 20250710 5235.0 ... 5287.00 5213.00 V
213 v2605 20250710 5239.0 ... 5306.00 5221.00 V
214 v2606 20250710 5261.0 ... 5312.00 5234.00 V
215 y2507 20250710 0.0 ... 7970.00 8038.00 Y
216 y2508 20250710 7900.0 ... 7924.00 7902.00 Y
217 y2509 20250710 7912.0 ... 7928.00 7922.00 Y
218 y2511 20250710 7930.0 ... 7942.00 7936.00 Y
219 y2512 20250710 7966.0 ... 7962.00 7962.00 Y
220 y2601 20250710 7906.0 ... 7906.00 7916.00 Y
221 y2603 20250710 7824.0 ... 7820.00 7818.00 Y
222 y2605 20250710 7600.0 ... 7592.00 7594.00 Y
[223 rows x 12 columns]
2025-07-11 18:26:23,906 - future_1d - INFO - ak.get_dce_daily('2025-07-10') done
symbol date open ... settle pre_settle variety
0 IC2507 20250710 5930.000 ... 5968.000 5937.200 IC
1 IC2508 20250710 5879.800 ... 5911.200 5882.400 IC
2 IC2509 20250710 5831.000 ... 5859.800 5830.000 IC
3 IC2512 20250710 5691.600 ... 5736.200 5706.800 IC
4 IF2507 20250710 3981.000 ... 4006.800 3981.800 IF
5 IF2508 20250710 3962.000 ... 3989.800 3964.400 IF
6 IF2509 20250710 3956.200 ... 3981.800 3957.000 IF
7 IF2512 20250710 3920.000 ... 3948.400 3923.400 IF
8 IH2507 20250710 2727.600 ... 2754.000 2731.400 IH
9 IH2508 20250710 2723.800 ... 2750.800 2726.600 IH
10 IH2509 20250710 2724.000 ... 2749.200 2727.000 IH
11 IH2512 20250710 2725.000 ... 2748.800 2727.400 IH
12 IM2507 20250710 6356.600 ... 6386.200 6365.000 IM
13 IM2508 20250710 6289.000 ... 6316.000 6292.800 IM
14 IM2509 20250710 6214.000 ... 6241.800 6219.800 IM
15 IM2512 20250710 6028.200 ... 6057.000 6032.200 IM
16 T2509 20250710 109.015 ... 108.855 109.020 T
17 T2512 20250710 109.090 ... 108.910 109.100 T
18 T2603 20250710 109.055 ... 108.900 109.075 T
19 TF2509 20250710 106.140 ... 106.005 106.135 TF
20 TF2512 20250710 106.230 ... 106.110 106.225 TF
21 TF2603 20250710 106.270 ... 106.160 106.270 TF
22 TL2509 20250710 121.020 ... 120.550 120.960 TL
23 TL2512 20250710 120.850 ... 120.410 120.810 TL
24 TL2603 20250710 120.670 ... 120.210 120.610 TL
25 TS2509 20250710 102.466 ... 102.418 102.456 TS
26 TS2512 20250710 102.582 ... 102.530 102.576 TS
27 TS2603 20250710 102.666 ... 102.636 102.684 TS
[28 rows x 12 columns]
2025-07-11 18:26:24,065 - future_1d - INFO - ak.get_cffex_daily('2025-07-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2508 20250710 519.7 523.6 ... 5931943.05 520.3 515.7 SC
1 SC2509 20250710 511.8 513.5 ... 1656332.75 511 510.6 SC
2 SC2510 20250710 503.7 506 ... 313834.23 503.4 503.3 SC
3 SC2511 20250710 497.5 500.2 ... 42189.34 497.5 496.9 SC
4 SC2512 20250710 493.7 495.5 ... 24023.71 492.2 492.3 SC
5 SC2601 20250710 490.8 491.5 ... 18049.7 487.8 489.2 SC
6 SC2602 20250710 486.7 488.6 ... 13652.57 484.1 485.4 SC
7 SC2603 20250710 483.5 485.8 ... 2318.12 482.9 483.1 SC
8 SC2604 20250710 480.2 481.1 ... 144.21 480.7 478.6 SC
9 SC2605 20250710 478.9 479.4 ... 191.54 478.8 477.6 SC
10 SC2606 20250710 478.5 479.1 ... 1239.55 476.7 477.7 SC
11 SC2607 20250710 475 475 ... 47.5 475 472.5 SC
12 SC2609 20250710 473.2 475.6 ... 472.92 472.9 472.6 SC
13 SC2612 20250710 467 469.5 ... 468.14 468.1 472.2 SC
14 SC2703 20250710 468 468 ... 46.8 468 467.9 SC
15 SC2706 20250710 471.4 471.4 ... 281.36 468.9 470.7 SC
16 SC2709 20250710 464.6 464.6 ... 46.46 464.6 466.8 SC
17 SC2712 20250710 464.4 467 ... 232.92 465.8 466.5 SC
18 SC2803 20250710 ... 0 465.8 465.8 SC
19 SC2806 20250710 464 465.3 ... 371.57 464.4 463.2 SC
21 LU2508 20250710 3701 3702 ... 7519.878 3688 3709 LU
22 LU2509 20250710 3681 3697 ... 240102.187 3678 3697 LU
23 LU2510 20250710 3655 3668 ... 110126.556 3648 3662 LU
24 LU2511 20250710 3631 3640 ... 4545.82 3619 3626 LU
25 LU2512 20250710 3593 3605 ... 93.354 3590 3596 LU
26 LU2601 20250710 3550 3575 ... 177.916 3558 3561 LU
27 LU2602 20250710 3517 3542 ... 17.618 3523 3543 LU
28 LU2603 20250710 3503 3520 ... 21.065 3510 3510 LU
29 LU2604 20250710 3489 3489 ... 3.489 3489 3486 LU
30 LU2605 20250710 3463 3491 ... 27.78 3472 3483 LU
31 LU2606 20250710 3447 3468 ... 17.275 3455 3477 LU
32 LU2607 20250710 3449 3449 ... 3.449 3449 3459 LU
34 NR2507 20250710 12110 12420 ... 1355 12315 12015 NR
35 NR2508 20250710 12070 12450 ... 1041204.92 12275 12040 NR
36 NR2509 20250710 12100 12480 ... 883136.305 12305 12060 NR
37 NR2510 20250710 12120 12480 ... 145932.43 12320 12075 NR
38 NR2511 20250710 12100 12495 ... 9961.33 12340 12095 NR
39 NR2512 20250710 12125 12475 ... 3344.94 12340 12105 NR
40 NR2601 20250710 12100 12505 ... 12851.475 12365 12130 NR
41 NR2602 20250710 12400 12495 ... 285.245 12400 12200 NR
42 NR2603 20250710 12425 12570 ... 236.895 12465 12180 NR
43 NR2604 20250710 12450 12530 ... 74.845 12470 12195 NR
44 NR2605 20250710 12415 12575 ... 62.59 12515 12250 NR
45 NR2606 20250710 12540 12540 ... 12.54 12540 12225 NR
47 BC2507 20250710 ... 0 70600 70600 BC
48 BC2508 20250710 69410 69870 ... 272837.03 69560 70140 BC
49 BC2509 20250710 69250 69820 ... 35487.12 69510 69880 BC
50 BC2510 20250710 68920 69680 ... 658.775 69340 70060 BC
51 BC2511 20250710 ... 0 69130 69080 BC
52 BC2512 20250710 69320 69320 ... 34.66 69320 69750 BC
53 BC2601 20250710 ... 0 69810 69810 BC
54 BC2602 20250710 ... 0 69410 69410 BC
55 BC2603 20250710 ... 0 69290 69290 BC
56 BC2604 20250710 ... 0 69750 69750 BC
57 BC2605 20250710 69590 69590 ... 69.53 69530 68280 BC
58 BC2606 20250710 ... 0 67820 67820 BC
60 EC2508 20250710 2030 2078 ... 353485.971 2045.2 1990.2 EC
61 EC2510 20250710 1400 1412.4 ... 95201.5625 1401.6 1382.4 EC
62 EC2512 20250710 1556 1579.8 ... 12857.5735 1564.1 1551.1 EC
63 EC2602 20250710 1353.4 1375.7 ... 2846.402 1368.4 1348.7 EC
64 EC2604 20250710 1192 1209.9 ... 5919.8025 1198.3 1184.2 EC
65 EC2606 20250710 1344.2 1354.5 ... 730.922 1341.1 1325.2 EC
68 SC_TAS2508 20250710 ... SC_TAS
69 SC_TAS2509 20250710 ... SC_TAS
70 SC_TAS2510 20250710 ... SC_TAS
71 SC_TAS2511 20250710 ... SC_TAS
[66 rows x 12 columns]
2025-07-11 18:26:24,129 - future_1d - INFO - ak.get_ine_daily('2025-07-10') done
index symbol date ... settle pre_settle variety
0 0 CU2507 20250710 ... 78670 79110 CU
1 1 CU2508 20250710 ... 78390 78910 CU
2 2 CU2509 20250710 ... 78240 78740 CU
3 3 CU2510 20250710 ... 78050 78500 CU
4 4 CU2511 20250710 ... 77950 78260 CU
5 5 CU2512 20250710 ... 77860 78160 CU
6 6 CU2601 20250710 ... 77780 77950 CU
7 7 CU2602 20250710 ... 77790 77920 CU
8 8 CU2603 20250710 ... 77680 77960 CU
9 9 CU2604 20250710 ... 77620 77960 CU
10 10 CU2605 20250710 ... 77690 77910 CU
11 11 CU2606 20250710 ... 77750 77950 CU
12 12 BC2507 20250710 ... 70600 70600 BC
13 13 BC2508 20250710 ... 69560 70140 BC
14 14 BC2509 20250710 ... 69510 69880 BC
15 15 BC2510 20250710 ... 69340 70060 BC
16 16 BC2511 20250710 ... 69130 69080 BC
17 17 BC2512 20250710 ... 69320 69750 BC
18 18 BC2601 20250710 ... 69810 69810 BC
19 19 BC2602 20250710 ... 69410 69410 BC
20 20 BC2603 20250710 ... 69290 69290 BC
21 21 BC2604 20250710 ... 69750 69750 BC
22 22 BC2605 20250710 ... 69530 68280 BC
23 23 BC2606 20250710 ... 67820 67820 BC
24 24 AL2507 20250710 ... 20835 20690 AL
25 25 AL2508 20250710 ... 20670 20515 AL
26 26 AL2509 20250710 ... 20610 20455 AL
27 27 AL2510 20250710 ... 20515 20380 AL
28 28 AL2511 20250710 ... 20415 20295 AL
29 29 AL2512 20250710 ... 20340 20215 AL
30 30 AL2601 20250710 ... 20305 20170 AL
31 31 AL2602 20250710 ... 20290 20165 AL
32 32 AL2603 20250710 ... 20295 20170 AL
33 33 AL2604 20250710 ... 20310 20180 AL
34 34 AL2605 20250710 ... 20335 20180 AL
35 35 AL2606 20250710 ... 20335 20220 AL
36 36 ZN2507 20250710 ... 22265 22100 ZN
37 37 ZN2508 20250710 ... 22285 22080 ZN
38 38 ZN2509 20250710 ... 22245 22015 ZN
39 39 ZN2510 20250710 ... 22205 21960 ZN
40 40 ZN2511 20250710 ... 22160 21895 ZN
41 41 ZN2512 20250710 ... 22090 21840 ZN
42 42 ZN2601 20250710 ... 22050 21805 ZN
43 43 ZN2602 20250710 ... 22035 21795 ZN
44 44 ZN2603 20250710 ... 22020 21795 ZN
45 45 ZN2604 20250710 ... 22070 21790 ZN
46 46 ZN2605 20250710 ... 22005 21800 ZN
47 47 ZN2606 20250710 ... 22040 21790 ZN
48 48 PB2507 20250710 ... 17155 17145 PB
49 49 PB2508 20250710 ... 17215 17200 PB
50 50 PB2509 20250710 ... 17240 17220 PB
51 51 PB2510 20250710 ... 17250 17210 PB
52 52 PB2511 20250710 ... 17260 17215 PB
53 53 PB2512 20250710 ... 17230 17245 PB
54 54 PB2601 20250710 ... 17295 17220 PB
55 55 PB2602 20250710 ... 17215 17140 PB
56 56 PB2603 20250710 ... 17225 17175 PB
57 57 PB2604 20250710 ... 17230 17185 PB
58 58 PB2605 20250710 ... 17230 17120 PB
59 59 PB2606 20250710 ... 17205 17160 PB
60 60 NI2507 20250710 ... 119420 119770 NI
61 61 NI2508 20250710 ... 119910 119460 NI
62 62 NI2509 20250710 ... 120070 119540 NI
63 63 NI2510 20250710 ... 120190 119730 NI
64 64 NI2511 20250710 ... 120370 119920 NI
65 65 NI2512 20250710 ... 120870 120230 NI
66 66 NI2601 20250710 ... 120920 120290 NI
67 67 NI2602 20250710 ... 120840 120650 NI
68 68 NI2603 20250710 ... 121380 120920 NI
69 69 NI2604 20250710 ... 121650 121200 NI
70 70 NI2605 20250710 ... 121620 121220 NI
71 71 NI2606 20250710 ... 121790 121450 NI
72 72 SN2507 20250710 ... 264160 264600 SN
73 73 SN2508 20250710 ... 265000 263570 SN
74 74 SN2509 20250710 ... 265160 263430 SN
75 75 SN2510 20250710 ... 265030 262820 SN
76 76 SN2511 20250710 ... 265400 262210 SN
77 77 SN2512 20250710 ... 265030 262080 SN
78 78 SN2601 20250710 ... 265160 262340 SN
79 79 SN2602 20250710 ... 263950 263000 SN
80 80 SN2603 20250710 ... 264800 262630 SN
81 81 SN2604 20250710 ... 265340 263820 SN
82 82 SN2605 20250710 ... 265020 262010 SN
83 83 SN2606 20250710 ... 263950 262420 SN
84 84 AO2507 20250710 ... 3249 3304 AO
85 85 AO2508 20250710 ... 3229 3182 AO
86 86 AO2509 20250710 ... 3195 3122 AO
87 87 AO2510 20250710 ... 3154 3080 AO
88 88 AO2511 20250710 ... 3131 3062 AO
89 89 AO2512 20250710 ... 3118 3048 AO
90 90 AO2601 20250710 ... 3105 3035 AO
91 91 AO2602 20250710 ... 3097 3029 AO
92 92 AO2603 20250710 ... 3085 3015 AO
93 93 AO2604 20250710 ... 3073 3010 AO
94 94 AO2605 20250710 ... 3062 3003 AO
95 95 AO2606 20250710 ... 3054 2999 AO
96 96 AD2511 20250710 ... 19935 19835 AD
97 97 AD2512 20250710 ... 19855 19750 AD
98 98 AD2601 20250710 ... 19825 19725 AD
99 99 AD2602 20250710 ... 19770 19690 AD
100 100 AD2603 20250710 ... 19705 19610 AD
101 101 AD2604 20250710 ... 19685 19565 AD
102 102 AD2605 20250710 ... 19670 19505 AD
103 103 AD2606 20250710 ... 19660 19495 AD
104 104 AU2507 20250710 ... 770.48 765.62 AU
105 105 AU2508 20250710 ... 769.02 767.12 AU
106 106 AU2509 20250710 ... 770.5 766.68 AU
107 107 AU2510 20250710 ... 771.16 769.52 AU
108 108 AU2512 20250710 ... 773.12 771.1 AU
109 109 AU2602 20250710 ... 774.42 773.08 AU
110 110 AU2604 20250710 ... 777.02 774.44 AU
111 111 AU2606 20250710 ... 778.86 774.6 AU
112 112 AG2507 20250710 ... 8863 8881 AG
113 113 AG2508 20250710 ... 8859 8873 AG
114 114 AG2509 20250710 ... 8872 8888 AG
115 115 AG2510 20250710 ... 8885 8899 AG
116 116 AG2511 20250710 ... 8895 8910 AG
117 117 AG2512 20250710 ... 8906 8921 AG
118 118 AG2601 20250710 ... 8918 8934 AG
119 119 AG2602 20250710 ... 8929 8944 AG
120 120 AG2603 20250710 ... 8943 8958 AG
121 121 AG2604 20250710 ... 8954 8966 AG
122 122 AG2605 20250710 ... 8967 8980 AG
123 123 AG2606 20250710 ... 8980 8992 AG
124 124 RB2507 20250710 ... 3091 3055 RB
125 125 RB2508 20250710 ... 3063 3033 RB
126 126 RB2509 20250710 ... 3068 3033 RB
127 127 RB2510 20250710 ... 3099 3065 RB
128 128 RB2511 20250710 ... 3112 3079 RB
129 129 RB2512 20250710 ... 3129 3096 RB
130 130 RB2601 20250710 ... 3125 3088 RB
131 131 RB2602 20250710 ... 3117 3076 RB
132 132 RB2603 20250710 ... 3116 3083 RB
133 133 RB2604 20250710 ... 3112 3084 RB
134 134 RB2605 20250710 ... 3135 3100 RB
135 135 RB2606 20250710 ... 3136 3106 RB
136 136 WR2507 20250710 ... 3356 3356 WR
137 137 WR2508 20250710 ... 3190 3190 WR
138 138 WR2509 20250710 ... 3265 3251 WR
139 139 WR2510 20250710 ... 3329 3299 WR
140 140 WR2511 20250710 ... 3350 3350 WR
141 141 WR2512 20250710 ... 3362 3362 WR
142 142 WR2601 20250710 ... 3329 3333 WR
143 143 WR2602 20250710 ... 3396 3396 WR
144 144 WR2603 20250710 ... 3387 3387 WR
145 145 WR2604 20250710 ... 3392 3392 WR
146 146 WR2605 20250710 ... 3370 3370 WR
147 147 WR2606 20250710 ... 3356 3356 WR
148 148 HC2507 20250710 ... 3237 3176 HC
149 149 HC2508 20250710 ... 3228 3196 HC
150 150 HC2509 20250710 ... 3241 3202 HC
151 151 HC2510 20250710 ... 3233 3193 HC
152 152 HC2511 20250710 ... 3235 3197 HC
153 153 HC2512 20250710 ... 3230 3209 HC
154 154 HC2601 20250710 ... 3247 3203 HC
155 155 HC2602 20250710 ... 3247 3207 HC
156 156 HC2603 20250710 ... 3234 3209 HC
157 157 HC2604 20250710 ... 3257 3217 HC
158 158 HC2605 20250710 ... 3245 3206 HC
159 159 HC2606 20250710 ... 3270 3215 HC
160 160 SS2507 20250710 ... 12720 12595 SS
161 161 SS2508 20250710 ... 12815 12730 SS
162 162 SS2509 20250710 ... 12735 12655 SS
163 163 SS2510 20250710 ... 12740 12650 SS
164 164 SS2511 20250710 ... 12760 12675 SS
165 165 SS2512 20250710 ... 12780 12710 SS
166 166 SS2601 20250710 ... 12845 12760 SS
167 167 SS2602 20250710 ... 12890 12800 SS
168 168 SS2603 20250710 ... 12920 12840 SS
169 169 SS2604 20250710 ... 12945 12865 SS
170 170 SS2605 20250710 ... 12975 12900 SS
171 171 SS2606 20250710 ... 13015 12930 SS
172 172 SC2508 20250710 ... 520.3 515.7 SC
173 173 SC2509 20250710 ... 511 510.6 SC
174 174 SC2510 20250710 ... 503.4 503.3 SC
175 175 SC2511 20250710 ... 497.5 496.9 SC
176 176 SC2512 20250710 ... 492.2 492.3 SC
177 177 SC2601 20250710 ... 487.8 489.2 SC
178 178 SC2602 20250710 ... 484.1 485.4 SC
179 179 SC2603 20250710 ... 482.9 483.1 SC
180 180 SC2604 20250710 ... 480.7 478.6 SC
181 181 SC2605 20250710 ... 478.8 477.6 SC
182 182 SC2606 20250710 ... 476.7 477.7 SC
183 183 SC2607 20250710 ... 475 472.5 SC
184 184 SC2609 20250710 ... 472.9 472.6 SC
185 185 SC2612 20250710 ... 468.1 472.2 SC
186 186 SC2703 20250710 ... 468 467.9 SC
187 187 SC2706 20250710 ... 468.9 470.7 SC
188 188 SC2709 20250710 ... 464.6 466.8 SC
189 189 SC2712 20250710 ... 465.8 466.5 SC
190 190 SC2803 20250710 ... 465.8 465.8 SC
191 191 SC2806 20250710 ... 464.4 463.2 SC
192 192 LU2508 20250710 ... 3688 3709 LU
193 193 LU2509 20250710 ... 3678 3697 LU
194 194 LU2510 20250710 ... 3648 3662 LU
195 195 LU2511 20250710 ... 3619 3626 LU
196 196 LU2512 20250710 ... 3590 3596 LU
197 197 LU2601 20250710 ... 3558 3561 LU
198 198 LU2602 20250710 ... 3523 3543 LU
199 199 LU2603 20250710 ... 3510 3510 LU
200 200 LU2604 20250710 ... 3489 3486 LU
201 201 LU2605 20250710 ... 3472 3483 LU
202 202 LU2606 20250710 ... 3455 3477 LU
203 203 LU2607 20250710 ... 3449 3459 LU
204 204 FU2508 20250710 ... 2931 2945 FU
205 205 FU2509 20250710 ... 2962 2982 FU
206 206 FU2510 20250710 ... 2952 2966 FU
207 207 FU2511 20250710 ... 2931 2934 FU
208 208 FU2512 20250710 ... 2903 2904 FU
209 209 FU2601 20250710 ... 2893 2890 FU
210 210 FU2602 20250710 ... 2885 2877 FU
211 211 FU2603 20250710 ... 2861 2857 FU
212 212 FU2604 20250710 ... 2850 2843 FU
213 213 FU2605 20250710 ... 2835 2827 FU
214 214 FU2606 20250710 ... 2813 2805 FU
215 215 FU2607 20250710 ... 2794 2787 FU
216 216 BU2507 20250710 ... 3652 3663 BU
217 217 BU2508 20250710 ... 3657 3650 BU
218 218 BU2509 20250710 ... 3625 3619 BU
219 219 BU2510 20250710 ... 3573 3569 BU
220 220 BU2511 20250710 ... 3513 3503 BU
221 221 BU2512 20250710 ... 3441 3428 BU
222 222 BU2601 20250710 ... 3410 3388 BU
223 223 BU2602 20250710 ... 3386 3382 BU
224 224 BU2603 20250710 ... 3384 3381 BU
225 225 BU2604 20250710 ... 3376 3353 BU
226 226 BU2605 20250710 ... 3361 3341 BU
227 227 BU2606 20250710 ... 3361 3338 BU
228 228 BU2609 20250710 ... 3332 3308 BU
229 229 BU2612 20250710 ... 3276 3262 BU
230 230 BU2703 20250710 ... 3282 3266 BU
231 231 BU2706 20250710 ... 3272 3265 BU
232 232 BR2507 20250710 ... 11545 11200 BR
233 233 BR2508 20250710 ... 11460 11315 BR
234 234 BR2509 20250710 ... 11420 11245 BR
235 235 BR2510 20250710 ... 11395 11220 BR
236 236 BR2511 20250710 ... 11415 11200 BR
237 237 BR2512 20250710 ... 11415 11195 BR
238 238 BR2601 20250710 ... 11355 11185 BR
239 239 BR2602 20250710 ... 11385 11170 BR
240 240 BR2603 20250710 ... 11350 11160 BR
241 241 BR2604 20250710 ... 11365 11205 BR
242 242 BR2605 20250710 ... 11350 11185 BR
243 243 BR2606 20250710 ... 11340 11150 BR
244 244 RU2507 20250710 ... 14140 13845 RU
245 245 RU2508 20250710 ... 14225 13935 RU
246 246 RU2509 20250710 ... 14240 14005 RU
247 247 RU2510 20250710 ... 14210 14030 RU
248 248 RU2511 20250710 ... 14270 14025 RU
249 249 RU2601 20250710 ... 15135 14885 RU
250 250 RU2603 20250710 ... 15100 14880 RU
251 251 RU2604 20250710 ... 15180 14860 RU
252 252 RU2605 20250710 ... 15210 14935 RU
253 253 RU2606 20250710 ... 15300 14950 RU
254 254 NR2507 20250710 ... 12315 12015 NR
255 255 NR2508 20250710 ... 12275 12040 NR
256 256 NR2509 20250710 ... 12305 12060 NR
257 257 NR2510 20250710 ... 12320 12075 NR
258 258 NR2511 20250710 ... 12340 12095 NR
259 259 NR2512 20250710 ... 12340 12105 NR
260 260 NR2601 20250710 ... 12365 12130 NR
261 261 NR2602 20250710 ... 12400 12200 NR
262 262 NR2603 20250710 ... 12465 12180 NR
263 263 NR2604 20250710 ... 12470 12195 NR
264 264 NR2605 20250710 ... 12515 12250 NR
265 265 NR2606 20250710 ... 12540 12225 NR
266 266 SP2507 20250710 ... 5120 5050 SP
267 267 SP2508 20250710 ... 5138 5070 SP
268 268 SP2509 20250710 ... 5166 5094 SP
269 269 SP2510 20250710 ... 5168 5108 SP
270 270 SP2511 20250710 ... 5164 5098 SP
271 271 SP2512 20250710 ... 5152 5092 SP
272 272 SP2601 20250710 ... 5360 5308 SP
273 273 SP2602 20250710 ... 5304 5248 SP
274 274 SP2603 20250710 ... 5296 5248 SP
275 275 SP2604 20250710 ... 5300 5252 SP
276 276 SP2605 20250710 ... 5298 5250 SP
277 277 SP2606 20250710 ... 5292 5254 SP
278 278 EC2508 20250710 ... 2045.2 1990.2 EC
279 279 EC2510 20250710 ... 1401.6 1382.4 EC
280 280 EC2512 20250710 ... 1564.1 1551.1 EC
281 281 EC2602 20250710 ... 1368.4 1348.7 EC
282 282 EC2604 20250710 ... 1198.3 1184.2 EC
283 283 EC2606 20250710 ... 1341.1 1325.2 EC
284 284 SC_TAS2508 20250710 ... SC_TAS
285 285 SC_TAS2509 20250710 ... SC_TAS
286 286 SC_TAS2510 20250710 ... SC_TAS
287 287 SC_TAS2511 20250710 ... SC_TAS
[288 rows x 13 columns]
2025-07-11 18:26:24,249 - future_1d - INFO - ak.get_shfe_daily('2025-07-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250710 7735.0 7794.0 ... 350267.34 7768.0 7751.0 AP
1 AP511 20250710 7562.0 7619.0 ... 980.12 7598.0 7579.0 AP
2 AP512 20250710 7627.0 7638.0 ... 45.77 7629.0 7614.0 AP
3 AP601 20250710 7602.0 7659.0 ... 13228.08 7642.0 7636.0 AP
4 AP603 20250710 7613.0 7619.0 ... 106.61 7615.0 7621.0 AP
5 AP604 20250710 7676.0 7676.0 ... 122.62 7664.0 7674.0 AP
6 AP605 20250710 7719.0 7748.0 ... 201.26 7741.0 7740.0 AP
7 CF507 20250710 13610.0 13665.0 ... 5401.78 13625.0 13535.0 CF
8 CF509 20250710 13845.0 13920.0 ... 1457543.80 13865.0 13770.0 CF
9 CF511 20250710 13740.0 13805.0 ... 189084.23 13755.0 13675.0 CF
10 CF601 20250710 13785.0 13860.0 ... 321935.30 13810.0 13740.0 CF
11 CF603 20250710 13770.0 13830.0 ... 1708.92 13780.0 13720.0 CF
12 CF605 20250710 13780.0 13845.0 ... 13361.47 13790.0 13715.0 CF
13 CJ507 20250710 9600.0 9600.0 ... 9.60 9600.0 9405.0 CJ
14 CJ509 20250710 9500.0 9570.0 ... 175043.87 9495.0 9380.0 CJ
15 CJ512 20250710 10355.0 10490.0 ... 12499.45 10400.0 10245.0 CJ
16 CJ601 20250710 10495.0 10620.0 ... 1058820.16 10500.0 10360.0 CJ
17 CJ603 20250710 10640.0 10720.0 ... 13605.71 10630.0 10490.0 CJ
18 CJ605 20250710 10810.0 10960.0 ... 93993.76 10865.0 10735.0 CJ
19 CY507 20250710 0.0 0.0 ... 0.00 19895.0 19805.0 CY
20 CY508 20250710 0.0 0.0 ... 0.00 19700.0 19700.0 CY
21 CY509 20250710 19985.0 20060.0 ... 70700.61 20005.0 19915.0 CY
22 CY510 20250710 0.0 0.0 ... 0.00 19625.0 19535.0 CY
23 CY511 20250710 20045.0 20045.0 ... 10.02 20045.0 20060.0 CY
24 CY512 20250710 0.0 0.0 ... 0.00 19910.0 19910.0 CY
25 CY601 20250710 20020.0 20060.0 ... 310.43 20030.0 19860.0 CY
26 CY602 20250710 0.0 0.0 ... 0.00 19830.0 19830.0 CY
27 CY603 20250710 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250710 0.0 0.0 ... 0.00 19725.0 19725.0 CY
29 CY605 20250710 0.0 0.0 ... 0.00 20010.0 19915.0 CY
30 CY606 20250710 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250710 994.0 995.0 ... 927.51 991.0 970.0 FG
32 FG508 20250710 1051.0 1113.0 ... 57526.86 1078.0 1047.0 FG
33 FG509 20250710 1035.0 1100.0 ... 6521658.63 1063.0 1029.0 FG
34 FG510 20250710 1084.0 1147.0 ... 69473.41 1108.0 1082.0 FG
35 FG511 20250710 1077.0 1134.0 ... 87926.48 1097.0 1071.0 FG
36 FG512 20250710 1143.0 1199.0 ... 21113.70 1164.0 1135.0 FG
37 FG601 20250710 1134.0 1189.0 ... 715374.66 1155.0 1125.0 FG
38 FG602 20250710 1173.0 1223.0 ... 1397.34 1198.0 1164.0 FG
39 FG603 20250710 1164.0 1219.0 ... 1880.89 1195.0 1162.0 FG
40 FG604 20250710 1209.0 1251.0 ... 1181.06 1228.0 1201.0 FG
41 FG605 20250710 1202.0 1245.0 ... 16612.39 1221.0 1197.0 FG
42 FG606 20250710 1216.0 1260.0 ... 741.29 1235.0 1214.0 FG
43 JR507 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250710 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250710 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250710 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250710 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250710 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250710 0.0 0.0 ... 0.00 2353.0 2353.0 MA
54 MA508 20250710 2381.0 2417.0 ... 13688.91 2404.0 2382.0 MA
55 MA509 20250710 2370.0 2408.0 ... 1619920.95 2393.0 2365.0 MA
56 MA510 20250710 2393.0 2429.0 ... 67151.21 2415.0 2384.0 MA
57 MA511 20250710 2407.0 2443.0 ... 64933.03 2428.0 2396.0 MA
58 MA512 20250710 2430.0 2466.0 ... 12419.58 2450.0 2419.0 MA
59 MA601 20250710 2430.0 2471.0 ... 197727.72 2454.0 2422.0 MA
60 MA602 20250710 2424.0 2454.0 ... 53.58 2436.0 2409.0 MA
61 MA603 20250710 2420.0 2446.0 ... 189.85 2434.0 2405.0 MA
62 MA604 20250710 2398.0 2418.0 ... 26.45 2405.0 2376.0 MA
63 MA605 20250710 2358.0 2388.0 ... 2070.85 2375.0 2347.0 MA
64 MA606 20250710 2366.0 2386.0 ... 28.50 2375.0 2354.0 MA
65 OI507 20250710 0.0 0.0 ... 0.00 9600.0 9600.0 OI
66 OI509 20250710 9512.0 9512.0 ... 2957046.13 9457.0 9546.0 OI
67 OI511 20250710 9502.0 9502.0 ... 165665.26 9451.0 9539.0 OI
68 OI601 20250710 9448.0 9448.0 ... 516467.24 9404.0 9486.0 OI
69 OI603 20250710 9365.0 9383.0 ... 4348.34 9351.0 9431.0 OI
70 OI605 20250710 9301.0 9301.0 ... 6596.39 9252.0 9342.0 OI
71 PF507 20250710 6590.0 6662.0 ... 1185.42 6642.0 6626.0 PF
72 PF508 20250710 6526.0 6578.0 ... 248023.36 6554.0 6528.0 PF
73 PF509 20250710 6418.0 6458.0 ... 198283.88 6434.0 6412.0 PF
74 PF510 20250710 6402.0 6476.0 ... 156173.97 6434.0 6400.0 PF
75 PF511 20250710 6370.0 6438.0 ... 162712.69 6394.0 6370.0 PF
76 PF512 20250710 6352.0 6416.0 ... 45051.33 6376.0 6360.0 PF
77 PF601 20250710 6370.0 6424.0 ... 3670.46 6400.0 6370.0 PF
78 PF602 20250710 6366.0 6376.0 ... 9.56 6372.0 6370.0 PF
79 PF603 20250710 6378.0 6388.0 ... 22.35 6386.0 6376.0 PF
80 PF604 20250710 6402.0 6402.0 ... 3.20 6402.0 6386.0 PF
81 PF605 20250710 6414.0 6440.0 ... 6.43 6428.0 6398.0 PF
82 PF606 20250710 0.0 0.0 ... 0.00 6424.0 6382.0 PF
83 PK510 20250710 8180.0 8194.0 ... 107002.83 8172.0 8158.0 PK
84 PK511 20250710 8020.0 8032.0 ... 53630.46 8010.0 7986.0 PK
85 PK512 20250710 7978.0 7978.0 ... 943.97 7966.0 7968.0 PK
86 PK601 20250710 7966.0 7972.0 ... 4181.97 7958.0 7946.0 PK
87 PK603 20250710 7970.0 7980.0 ... 75.58 7956.0 7948.0 PK
88 PK604 20250710 7952.0 7972.0 ... 23.88 7958.0 7952.0 PK
89 PK605 20250710 7990.0 8004.0 ... 875.73 7962.0 7960.0 PK
90 PM507 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250710 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250710 0.0 0.0 ... 0.00 5942.0 5920.0 PR
97 PR508 20250710 5898.0 5946.0 ... 8475.90 5918.0 5892.0 PR
98 PR509 20250710 5876.0 5930.0 ... 419987.68 5896.0 5874.0 PR
99 PR510 20250710 5878.0 5938.0 ... 225096.37 5902.0 5866.0 PR
100 PR511 20250710 5868.0 5926.0 ... 33896.50 5892.0 5854.0 PR
101 PR512 20250710 0.0 0.0 ... 0.00 5900.0 5848.0 PR
102 PR601 20250710 5862.0 5916.0 ... 335.81 5892.0 5854.0 PR
103 PR602 20250710 5910.0 5954.0 ... 44.52 5936.0 5898.0 PR
104 PR603 20250710 5940.0 5958.0 ... 80.18 5940.0 5914.0 PR
105 PR604 20250710 5958.0 5958.0 ... 8.94 5958.0 5912.0 PR
106 PR605 20250710 5912.0 5952.0 ... 115.71 5934.0 5892.0 PR
107 PR606 20250710 0.0 0.0 ... 0.00 5926.0 5858.0 PR
108 PX507 20250710 0.0 0.0 ... 0.00 6926.0 6890.0 PX
109 PX508 20250710 6748.0 6842.0 ... 2642.42 6802.0 6752.0 PX
110 PX509 20250710 6716.0 6800.0 ... 616982.01 6750.0 6716.0 PX
111 PX510 20250710 6698.0 6796.0 ... 92207.48 6746.0 6698.0 PX
112 PX511 20250710 6690.0 6776.0 ... 132206.80 6720.0 6664.0 PX
113 PX512 20250710 6670.0 6762.0 ... 30215.13 6704.0 6644.0 PX
114 PX601 20250710 6636.0 6742.0 ... 61437.15 6682.0 6636.0 PX
115 PX602 20250710 6680.0 6730.0 ... 40.13 6688.0 6628.0 PX
116 PX603 20250710 6604.0 6640.0 ... 6.62 6622.0 6618.0 PX
117 PX604 20250710 0.0 0.0 ... 0.00 6676.0 6606.0 PX
118 PX605 20250710 6620.0 6686.0 ... 182.51 6638.0 6594.0 PX
119 PX606 20250710 6650.0 6650.0 ... 3.33 6650.0 6562.0 PX
120 RI507 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250710 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250710 2451.0 2491.0 ... 371.16 2474.0 2445.0 RM
127 RM508 20250710 2581.0 2617.0 ... 25372.91 2596.0 2572.0 RM
128 RM509 20250710 2582.0 2622.0 ... 926076.49 2595.0 2573.0 RM
129 RM511 20250710 2415.0 2434.0 ... 2812.39 2418.0 2407.0 RM
130 RM601 20250710 2309.0 2326.0 ... 168149.86 2313.0 2305.0 RM
131 RM603 20250710 2291.0 2306.0 ... 14060.22 2294.0 2287.0 RM
132 RM605 20250710 2305.0 2316.0 ... 26768.97 2307.0 2305.0 RM
133 RS507 20250710 0.0 0.0 ... 0.00 4993.0 4991.0 RS
134 RS508 20250710 0.0 0.0 ... 0.00 5107.0 5107.0 RS
135 RS509 20250710 5053.0 5100.0 ... 233.26 5071.0 5069.0 RS
136 RS511 20250710 5097.0 5097.0 ... 30.43 5072.0 5037.0 RS
137 SA507 20250710 1167.0 1189.0 ... 587.46 1175.0 1146.0 SA
138 SA508 20250710 1190.0 1235.0 ... 55375.42 1213.0 1187.0 SA
139 SA509 20250710 1194.0 1244.0 ... 7001237.69 1213.0 1187.0 SA
140 SA510 20250710 1209.0 1249.0 ... 139343.32 1227.0 1201.0 SA
141 SA511 20250710 1205.0 1251.0 ... 236375.53 1228.0 1202.0 SA
142 SA512 20250710 1235.0 1278.0 ... 130693.80 1254.0 1225.0 SA
143 SA601 20250710 1240.0 1281.0 ... 1688094.85 1255.0 1226.0 SA
144 SA602 20250710 1246.0 1287.0 ... 20636.43 1266.0 1238.0 SA
145 SA603 20250710 1248.0 1284.0 ... 12386.31 1264.0 1236.0 SA
146 SA604 20250710 1261.0 1294.0 ... 5054.16 1280.0 1250.0 SA
147 SA605 20250710 1257.0 1297.0 ... 62205.85 1276.0 1251.0 SA
148 SA606 20250710 1266.0 1300.0 ... 3467.31 1289.0 1260.0 SA
149 SF507 20250710 5436.0 5626.0 ... 6288.50 5520.0 5436.0 SF
150 SF508 20250710 5402.0 5596.0 ... 33354.73 5530.0 5374.0 SF
151 SF509 20250710 5426.0 5594.0 ... 802072.62 5532.0 5380.0 SF
152 SF510 20250710 5378.0 5542.0 ... 109262.36 5484.0 5328.0 SF
153 SF511 20250710 5510.0 5684.0 ... 184665.82 5630.0 5466.0 SF
154 SF512 20250710 5506.0 5656.0 ... 20691.84 5594.0 5440.0 SF
155 SF601 20250710 5464.0 5624.0 ... 15775.87 5562.0 5412.0 SF
156 SF602 20250710 5388.0 5554.0 ... 856.30 5490.0 5354.0 SF
157 SF603 20250710 5586.0 5678.0 ... 56.43 5644.0 5490.0 SF
158 SF604 20250710 5518.0 5662.0 ... 16.86 5620.0 5460.0 SF
159 SF605 20250710 5480.0 5664.0 ... 552.16 5606.0 5460.0 SF
160 SF606 20250710 5466.0 5604.0 ... 86.24 5564.0 5370.0 SF
161 SH507 20250710 0.0 0.0 ... 0.00 2456.0 2381.0 SH
162 SH508 20250710 2476.0 2569.0 ... 224790.46 2525.0 2434.0 SH
163 SH509 20250710 2462.0 2525.0 ... 4717396.77 2495.0 2419.0 SH
164 SH510 20250710 2475.0 2544.0 ... 403590.71 2515.0 2439.0 SH
165 SH511 20250710 2468.0 2530.0 ... 252459.83 2500.0 2426.0 SH
166 SH512 20250710 2475.0 2532.0 ... 35751.81 2500.0 2426.0 SH
167 SH601 20250710 2444.0 2500.0 ... 127184.09 2469.0 2403.0 SH
168 SH602 20250710 2460.0 2513.0 ... 740.65 2494.0 2424.0 SH
169 SH603 20250710 2462.0 2517.0 ... 606.43 2496.0 2430.0 SH
170 SH604 20250710 2497.0 2551.0 ... 220.59 2536.0 2456.0 SH
171 SH605 20250710 2485.0 2550.0 ... 6047.14 2523.0 2453.0 SH
172 SH606 20250710 2506.0 2560.0 ... 174.24 2525.0 2479.0 SH
173 SM507 20250710 0.0 0.0 ... 0.00 5756.0 5654.0 SM
174 SM508 20250710 5738.0 5820.0 ... 28007.41 5790.0 5682.0 SM
175 SM509 20250710 5746.0 5826.0 ... 994605.73 5792.0 5682.0 SM
176 SM510 20250710 5716.0 5798.0 ... 58556.00 5770.0 5664.0 SM
177 SM511 20250710 5800.0 5868.0 ... 125749.58 5844.0 5742.0 SM
178 SM512 20250710 5788.0 5858.0 ... 10839.24 5832.0 5728.0 SM
179 SM601 20250710 5774.0 5854.0 ... 75772.12 5822.0 5724.0 SM
180 SM602 20250710 5800.0 5868.0 ... 273.00 5810.0 5718.0 SM
181 SM603 20250710 5800.0 5864.0 ... 107.88 5832.0 5720.0 SM
182 SM604 20250710 5814.0 5852.0 ... 20.43 5838.0 5738.0 SM
183 SM605 20250710 5830.0 5880.0 ... 1456.83 5852.0 5752.0 SM
184 SM606 20250710 5880.0 5896.0 ... 55.90 5886.0 5756.0 SM
185 SR507 20250710 5795.0 5808.0 ... 527.32 5795.0 5751.0 SR
186 SR509 20250710 5795.0 5815.0 ... 950652.62 5800.0 5763.0 SR
187 SR511 20250710 5684.0 5703.0 ... 132693.11 5688.0 5653.0 SR
188 SR601 20250710 5615.0 5636.0 ... 119605.24 5625.0 5599.0 SR
189 SR603 20250710 5592.0 5606.0 ... 1449.65 5597.0 5574.0 SR
190 SR605 20250710 5563.0 5580.0 ... 5008.83 5572.0 5551.0 SR
191 TA507 20250710 4740.0 4748.0 ... 4453.91 4732.0 4770.0 TA
192 TA508 20250710 4722.0 4758.0 ... 32524.04 4740.0 4740.0 TA
193 TA509 20250710 4712.0 4752.0 ... 2244708.08 4728.0 4714.0 TA
194 TA510 20250710 4708.0 4760.0 ... 65699.06 4724.0 4702.0 TA
195 TA511 20250710 4706.0 4754.0 ... 67158.46 4720.0 4692.0 TA
196 TA512 20250710 4694.0 4750.0 ... 15954.45 4716.0 4684.0 TA
197 TA601 20250710 4682.0 4748.0 ... 446291.84 4712.0 4678.0 TA
198 TA602 20250710 4698.0 4748.0 ... 40.14 4722.0 4688.0 TA
199 TA603 20250710 4698.0 4738.0 ... 103.84 4720.0 4682.0 TA
200 TA604 20250710 4714.0 4732.0 ... 11.80 4720.0 4688.0 TA
201 TA605 20250710 4704.0 4760.0 ... 3753.78 4728.0 4694.0 TA
202 TA606 20250710 4750.0 4750.0 ... 4.75 4750.0 4702.0 TA
203 UR507 20250710 1759.0 1774.0 ... 360.00 1765.0 1759.0 UR
204 UR508 20250710 1774.0 1784.0 ... 2110.91 1774.0 1767.0 UR
205 UR509 20250710 1780.0 1790.0 ... 900403.33 1777.0 1771.0 UR
206 UR510 20250710 1764.0 1775.0 ... 23123.69 1762.0 1755.0 UR
207 UR511 20250710 1766.0 1775.0 ... 22098.41 1760.0 1755.0 UR
208 UR512 20250710 1755.0 1763.0 ... 111.86 1748.0 1747.0 UR
209 UR601 20250710 1744.0 1750.0 ... 118802.75 1736.0 1731.0 UR
210 UR602 20250710 1736.0 1744.0 ... 1197.13 1730.0 1725.0 UR
211 UR603 20250710 1755.0 1761.0 ... 157.40 1749.0 1747.0 UR
212 UR604 20250710 1748.0 1749.0 ... 69.66 1741.0 1740.0 UR
213 UR605 20250710 1742.0 1748.0 ... 5998.86 1736.0 1730.0 UR
214 UR606 20250710 1733.0 1740.0 ... 505.97 1733.0 1727.0 UR
215 WH507 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250710 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC508 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC509 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC510 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC511 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC512 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC601 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC602 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC603 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC604 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC605 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC606 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC607 20250710 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-11 18:26:24,530 - future_1d - INFO - ak.get_czce_daily('2025-07-10') done
symbol date open ... settle pre_settle variety
0 PS2507 20250710 0.0 ... 38185.0 38185.0 PS
1 PS2508 20250710 39500.0 ... 40545.0 39190.0 PS
2 PS2509 20250710 39150.0 ... 40190.0 38810.0 PS
3 PS2510 20250710 39005.0 ... 40140.0 38630.0 PS
4 PS2511 20250710 38860.0 ... 39745.0 38440.0 PS
5 PS2512 20250710 41000.0 ... 41860.0 40765.0 PS
6 PS2601 20250710 40470.0 ... 41870.0 40680.0 PS
7 PS2602 20250710 40745.0 ... 41475.0 40535.0 PS
8 PS2603 20250710 40775.0 ... 41465.0 40575.0 PS
9 PS2604 20250710 40695.0 ... 41385.0 40345.0 PS
10 PS2605 20250710 40200.0 ... 41215.0 40305.0 PS
11 PS2606 20250710 40800.0 ... 42025.0 41000.0 PS
13 SI2507 20250710 8540.0 ... 8540.0 8160.0 SI
14 SI2508 20250710 8190.0 ... 8380.0 8175.0 SI
15 SI2509 20250710 8250.0 ... 8375.0 8165.0 SI
16 SI2510 20250710 8160.0 ... 8350.0 8145.0 SI
17 SI2511 20250710 8190.0 ... 8305.0 8115.0 SI
18 SI2512 20250710 8450.0 ... 8620.0 8430.0 SI
19 SI2601 20250710 8395.0 ... 8570.0 8385.0 SI
20 SI2602 20250710 8405.0 ... 8565.0 8395.0 SI
21 SI2603 20250710 8460.0 ... 8565.0 8400.0 SI
22 SI2604 20250710 8400.0 ... 8565.0 8410.0 SI
23 SI2605 20250710 8390.0 ... 8550.0 8390.0 SI
24 SI2606 20250710 8420.0 ... 8565.0 8385.0 SI
27 LC2507 20250710 64920.0 ... 64580.0 64400.0 LC
28 LC2508 20250710 64900.0 ... 64740.0 64700.0 LC
29 LC2509 20250710 64560.0 ... 64460.0 64460.0 LC
30 LC2510 20250710 64420.0 ... 64340.0 64280.0 LC
31 LC2511 20250710 64200.0 ... 64160.0 64100.0 LC
32 LC2512 20250710 64460.0 ... 64420.0 64260.0 LC
33 LC2601 20250710 64460.0 ... 64540.0 64300.0 LC
34 LC2602 20250710 64520.0 ... 64540.0 64200.0 LC
35 LC2603 20250710 64500.0 ... 64540.0 64260.0 LC
36 LC2604 20250710 65060.0 ... 65100.0 64800.0 LC
37 LC2605 20250710 64960.0 ... 65160.0 64600.0 LC
38 LC2606 20250710 65020.0 ... 65160.0 64820.0 LC
[36 rows x 12 columns]
2025-07-11 18:26:24,860 - future_1d - INFO - ak.get_gfex_daily('2025-07-10') done
2025-07-11 18:26:26,588 - future_1d - INFO - save future_daily 2025-07-10 completed
symbol date open ... settle pre_settle variety
0 a2507 20250711 0.00 ... 4150.00 4150.00 A
1 a2509 20250711 4105.00 ... 4098.00 4110.00 A
2 a2511 20250711 4042.00 ... 4040.00 4042.00 A
3 a2601 20250711 4026.00 ... 4027.00 4025.00 A
4 a2603 20250711 4017.00 ... 4021.00 4018.00 A
5 a2605 20250711 4056.00 ... 4056.00 4051.00 A
6 b2507 20250711 0.00 ... 3480.00 3480.00 B
7 b2508 20250711 3540.00 ... 3542.00 3527.00 B
8 b2509 20250711 3594.00 ... 3613.00 3581.00 B
9 b2510 20250711 3633.00 ... 3659.00 3618.00 B
10 b2511 20250711 3653.00 ... 3667.00 3641.00 B
11 b2512 20250711 3673.00 ... 3684.00 3659.00 B
12 b2601 20250711 3660.00 ... 3673.00 3648.00 B
13 b2602 20250711 3624.00 ... 3638.00 3614.00 B
14 b2603 20250711 3534.00 ... 3547.00 3517.00 B
15 b2604 20250711 3442.00 ... 3446.00 3431.00 B
16 b2605 20250711 3376.00 ... 3376.00 3371.00 B
17 b2606 20250711 3372.00 ... 3370.00 3366.00 B
18 bb2509 20250711 151.85 ... 151.80 152.75 BB
19 bb2511 20250711 153.50 ... 152.70 154.60 BB
20 bb2601 20250711 156.00 ... 155.60 156.40 BB
21 bb2603 20250711 0.00 ... 162.45 163.25 BB
22 bb2605 20250711 0.00 ... 162.45 163.25 BB
23 bz2603 20250711 6231.00 ... 6238.00 6215.00 BZ
24 bz2604 20250711 6266.00 ... 6226.00 6226.00 BZ
25 bz2605 20250711 6269.00 ... 6231.00 6202.00 BZ
26 bz2606 20250711 6216.00 ... 6217.00 6180.00 BZ
27 c2507 20250711 2283.00 ... 2283.00 2296.00 C
28 c2509 20250711 2320.00 ... 2312.00 2318.00 C
29 c2511 20250711 2276.00 ... 2273.00 2272.00 C
30 c2601 20250711 2235.00 ... 2233.00 2233.00 C
31 c2603 20250711 2241.00 ... 2236.00 2235.00 C
32 c2605 20250711 2266.00 ... 2267.00 2264.00 C
33 cs2507 20250711 0.00 ... 2700.00 2700.00 CS
34 cs2509 20250711 2672.00 ... 2667.00 2675.00 CS
35 cs2511 20250711 2630.00 ... 2624.00 2626.00 CS
36 cs2601 20250711 2626.00 ... 2619.00 2622.00 CS
37 cs2603 20250711 2613.00 ... 2603.00 2608.00 CS
38 cs2605 20250711 2650.00 ... 2641.00 2647.00 CS
39 eb2507 20250711 7598.00 ... 7598.00 7499.00 EB
40 eb2508 20250711 7500.00 ... 7466.00 7436.00 EB
41 eb2509 20250711 7394.00 ... 7369.00 7348.00 EB
42 eb2510 20250711 7322.00 ... 7290.00 7277.00 EB
43 eb2511 20250711 7268.00 ... 7221.00 7206.00 EB
44 eb2512 20250711 7243.00 ... 7192.00 7169.00 EB
45 eb2601 20250711 7234.00 ... 7191.00 7169.00 EB
46 eb2602 20250711 7229.00 ... 7204.00 7212.00 EB
47 eb2603 20250711 7248.00 ... 7223.00 7228.00 EB
48 eb2604 20250711 7196.00 ... 7212.00 7198.00 EB
49 eb2605 20250711 7239.00 ... 7195.00 7185.00 EB
50 eb2606 20250711 7226.00 ... 7187.00 7181.00 EB
51 eg2507 20250711 0.00 ... 4226.00 4226.00 EG
52 eg2508 20250711 4307.00 ... 4298.00 4296.00 EG
53 eg2509 20250711 4325.00 ... 4317.00 4307.00 EG
54 eg2510 20250711 4339.00 ... 4332.00 4321.00 EG
55 eg2511 20250711 4344.00 ... 4340.00 4328.00 EG
56 eg2512 20250711 4352.00 ... 4339.00 4328.00 EG
57 eg2601 20250711 4350.00 ... 4345.00 4336.00 EG
58 eg2602 20250711 4350.00 ... 4356.00 4343.00 EG
59 eg2603 20250711 4343.00 ... 4354.00 4340.00 EG
60 eg2604 20250711 4376.00 ... 4376.00 4355.00 EG
61 eg2605 20250711 4365.00 ... 4370.00 4355.00 EG
62 eg2606 20250711 4366.00 ... 4373.00 4364.00 EG
63 fb2507 20250711 0.00 ... 1341.50 1341.50 FB
64 fb2508 20250711 1335.50 ... 1336.50 1335.50 FB
65 fb2509 20250711 1318.50 ... 1321.50 1323.50 FB
66 fb2510 20250711 1332.00 ... 1328.50 1329.50 FB
67 fb2511 20250711 1333.50 ... 1329.50 1329.00 FB
68 fb2512 20250711 1331.50 ... 1326.50 1329.00 FB
69 fb2601 20250711 1311.00 ... 1325.50 1315.50 FB
70 fb2602 20250711 0.00 ... 1290.50 1290.50 FB
71 fb2603 20250711 0.00 ... 1313.50 1313.50 FB
72 fb2604 20250711 0.00 ... 1310.50 1310.50 FB
73 fb2605 20250711 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250711 0.00 ... 1292.50 1292.50 FB
75 i2507 20250711 748.00 ... 748.00 748.00 I
76 i2508 20250711 766.50 ... 768.50 754.50 I
77 i2509 20250711 762.00 ... 764.50 750.50 I
78 i2510 20250711 752.50 ... 758.50 747.50 I
79 i2511 20250711 750.00 ... 751.50 739.50 I
80 i2512 20250711 743.00 ... 746.00 734.00 I
81 i2601 20250711 735.00 ... 737.00 724.00 I
82 i2602 20250711 732.00 ... 734.00 721.00 I
83 i2603 20250711 728.50 ... 731.00 716.50 I
84 i2604 20250711 724.50 ... 727.00 711.50 I
85 i2605 20250711 717.00 ... 718.00 705.00 I
86 i2606 20250711 709.00 ... 712.00 698.50 I
87 j2507 20250711 0.00 ... 1304.50 1304.50 J
88 j2508 20250711 1484.00 ... 1483.50 1448.00 J
89 j2509 20250711 1498.00 ... 1508.50 1478.00 J
90 j2510 20250711 1522.00 ... 1521.00 1488.00 J
91 j2511 20250711 1521.00 ... 1529.50 1500.00 J
92 j2512 20250711 1525.50 ... 1536.50 1497.50 J
93 j2601 20250711 1522.00 ... 1538.00 1507.50 J
94 j2602 20250711 1541.50 ... 1545.00 1515.50 J
95 j2603 20250711 1558.50 ... 1567.00 1528.50 J
96 j2604 20250711 1563.00 ... 1563.00 1520.50 J
97 j2605 20250711 1556.00 ... 1573.00 1540.00 J
98 j2606 20250711 0.00 ... 1557.00 1555.50 J
99 jd2507 20250711 2720.00 ... 2704.00 2728.00 JD
100 jd2508 20250711 3450.00 ... 3450.00 3447.00 JD
101 jd2509 20250711 3580.00 ... 3582.00 3572.00 JD
102 jd2510 20250711 3370.00 ... 3378.00 3362.00 JD
103 jd2511 20250711 3380.00 ... 3389.00 3381.00 JD
104 jd2512 20250711 3553.00 ... 3554.00 3547.00 JD
105 jd2601 20250711 3614.00 ... 3611.00 3606.00 JD
106 jd2602 20250711 3185.00 ... 3191.00 3189.00 JD
107 jd2603 20250711 3192.00 ... 3198.00 3199.00 JD
108 jd2604 20250711 3340.00 ... 3340.00 3340.00 JD
109 jd2605 20250711 3408.00 ... 3413.00 3411.00 JD
110 jd2606 20250711 3265.00 ... 3270.00 3264.00 JD
111 jm2507 20250711 868.00 ... 903.00 861.00 JM
112 jm2508 20250711 849.00 ... 859.50 834.50 JM
113 jm2509 20250711 897.00 ... 909.50 883.50 JM
114 jm2510 20250711 909.50 ... 923.00 897.50 JM
115 jm2511 20250711 917.00 ... 931.00 907.50 JM
116 jm2512 20250711 926.50 ... 934.50 919.50 JM
117 jm2601 20250711 930.00 ... 941.50 922.00 JM
118 jm2602 20250711 946.50 ... 948.00 931.00 JM
119 jm2603 20250711 945.00 ... 953.50 942.50 JM
120 jm2604 20250711 950.00 ... 955.50 941.00 JM
121 jm2605 20250711 955.00 ... 960.50 947.50 JM
122 jm2606 20250711 974.00 ... 971.50 958.00 JM
123 l2507 20250711 0.00 ... 7300.00 7300.00 L
124 l2508 20250711 7315.00 ... 7288.00 7302.00 L
125 l2509 20250711 7322.00 ... 7302.00 7309.00 L
126 l2510 20250711 7326.00 ... 7300.00 7309.00 L
127 l2511 20250711 7321.00 ... 7301.00 7300.00 L
128 l2512 20250711 7314.00 ... 7296.00 7286.00 L
129 l2601 20250711 7294.00 ... 7290.00 7283.00 L
130 l2602 20250711 7253.00 ... 7284.00 7260.00 L
131 l2603 20250711 7279.00 ... 7276.00 7265.00 L
132 l2604 20250711 0.00 ... 7292.00 7292.00 L
133 l2605 20250711 7265.00 ... 7256.00 7255.00 L
134 l2606 20250711 7270.00 ... 7265.00 7261.00 L
135 lg2507 20250711 817.00 ... 803.50 813.00 LG
136 lg2509 20250711 787.00 ... 789.00 785.00 LG
137 lg2511 20250711 785.50 ... 786.50 783.50 LG
138 lg2601 20250711 786.00 ... 789.00 785.50 LG
139 lg2603 20250711 787.50 ... 790.50 787.00 LG
140 lg2605 20250711 798.00 ... 798.00 792.00 LG
141 lh2507 20250711 13955.00 ... 13950.00 13970.00 LH
142 lh2509 20250711 14380.00 ... 14350.00 14330.00 LH
143 lh2511 20250711 13700.00 ... 13680.00 13650.00 LH
144 lh2601 20250711 13730.00 ... 13750.00 13725.00 LH
145 lh2603 20250711 13000.00 ... 13010.00 12980.00 LH
146 lh2605 20250711 13185.00 ... 13185.00 13175.00 LH
147 m2507 20250711 0.00 ... 2802.00 2802.00 M
148 m2508 20250711 2943.00 ... 2952.00 2925.00 M
149 m2509 20250711 2952.00 ... 2971.00 2943.00 M
150 m2511 20250711 2989.00 ... 3009.00 2983.00 M
151 m2512 20250711 3016.00 ... 3034.00 3011.00 M
152 m2601 20250711 2994.00 ... 3009.00 2988.00 M
153 m2603 20250711 2857.00 ... 2871.00 2854.00 M
154 m2605 20250711 2706.00 ... 2704.00 2701.00 M
155 p2507 20250711 0.00 ... 8620.00 8620.00 P
156 p2508 20250711 8634.00 ... 8708.00 8664.00 P
157 p2509 20250711 8600.00 ... 8686.00 8628.00 P
158 p2510 20250711 8630.00 ... 8698.00 8628.00 P
159 p2511 20250711 8598.00 ... 8648.00 8606.00 P
160 p2512 20250711 8596.00 ... 8660.00 8606.00 P
161 p2601 20250711 8606.00 ... 8672.00 8602.00 P
162 p2602 20250711 8542.00 ... 8654.00 8574.00 P
163 p2603 20250711 8504.00 ... 8576.00 8520.00 P
164 p2604 20250711 8556.00 ... 8552.00 8452.00 P
165 p2605 20250711 8392.00 ... 8450.00 8400.00 P
166 p2606 20250711 8412.00 ... 8448.00 8368.00 P
167 pg2507 20250711 4188.00 ... 4179.00 4223.00 PG
168 pg2508 20250711 4207.00 ... 4164.00 4199.00 PG
169 pg2509 20250711 4097.00 ... 4073.00 4096.00 PG
170 pg2510 20250711 4519.00 ... 4488.00 4510.00 PG
171 pg2511 20250711 4434.00 ... 4405.00 4423.00 PG
172 pg2512 20250711 4356.00 ... 4328.00 4349.00 PG
173 pg2601 20250711 4270.00 ... 4253.00 4273.00 PG
174 pg2602 20250711 4163.00 ... 4173.00 4221.00 PG
175 pg2603 20250711 4101.00 ... 4088.00 4115.00 PG
176 pg2604 20250711 4386.00 ... 4386.00 4407.00 PG
177 pg2605 20250711 4282.00 ... 4281.00 4292.00 PG
178 pg2606 20250711 4204.00 ... 4218.00 4221.00 PG
179 pp2507 20250711 0.00 ... 7068.00 7068.00 PP
180 pp2508 20250711 7102.00 ... 7066.00 7096.00 PP
181 pp2509 20250711 7100.00 ... 7076.00 7101.00 PP
182 pp2510 20250711 7090.00 ... 7059.00 7071.00 PP
183 pp2511 20250711 7078.00 ... 7058.00 7063.00 PP
184 pp2512 20250711 7073.00 ... 7061.00 7066.00 PP
185 pp2601 20250711 7080.00 ... 7061.00 7068.00 PP
186 pp2602 20250711 7067.00 ... 7047.00 7043.00 PP
187 pp2603 20250711 7047.00 ... 7048.00 7023.00 PP
188 pp2604 20250711 0.00 ... 7038.00 7038.00 PP
189 pp2605 20250711 7072.00 ... 7057.00 7053.00 PP
190 pp2606 20250711 7045.00 ... 7046.00 7048.00 PP
191 rr2507 20250711 0.00 ... 3578.00 3578.00 RR
192 rr2508 20250711 3588.00 ... 3583.00 3585.00 RR
193 rr2509 20250711 3596.00 ... 3596.00 3595.00 RR
194 rr2510 20250711 3611.00 ... 3610.00 3610.00 RR
195 rr2511 20250711 0.00 ... 3605.00 3605.00 RR
196 rr2512 20250711 3606.00 ... 3605.00 3603.00 RR
197 rr2601 20250711 0.00 ... 3602.00 3602.00 RR
198 rr2602 20250711 0.00 ... 3610.00 3610.00 RR
199 rr2603 20250711 0.00 ... 3611.00 3611.00 RR
200 rr2604 20250711 3623.00 ... 3623.00 3617.00 RR
201 rr2605 20250711 0.00 ... 3612.00 3612.00 RR
202 rr2606 20250711 0.00 ... 3610.00 3610.00 RR
203 v2507 20250711 4926.00 ... 4941.00 4926.00 V
204 v2508 20250711 5030.00 ... 4974.00 4972.00 V
205 v2509 20250711 5040.00 ... 5013.00 5005.00 V
206 v2510 20250711 5067.00 ... 5041.00 5033.00 V
207 v2511 20250711 5097.00 ... 5066.00 5066.00 V
208 v2512 20250711 5113.00 ... 5096.00 5089.00 V
209 v2601 20250711 5140.00 ... 5121.00 5109.00 V
210 v2602 20250711 5164.00 ... 5129.00 5130.00 V
211 v2603 20250711 5180.00 ... 5156.00 5152.00 V
212 v2604 20250711 5319.00 ... 5304.00 5287.00 V
213 v2605 20250711 5321.00 ... 5310.00 5306.00 V
214 v2606 20250711 5349.00 ... 5323.00 5312.00 V
215 y2507 20250711 0.00 ... 7970.00 7970.00 Y
216 y2508 20250711 7918.00 ... 7960.00 7924.00 Y
217 y2509 20250711 7942.00 ... 7970.00 7928.00 Y
218 y2511 20250711 7944.00 ... 7974.00 7942.00 Y
219 y2512 20250711 7964.00 ... 7996.00 7962.00 Y
220 y2601 20250711 7920.00 ... 7950.00 7906.00 Y
221 y2603 20250711 7824.00 ... 7842.00 7820.00 Y
222 y2605 20250711 7592.00 ... 7602.00 7592.00 Y
[223 rows x 12 columns]
2025-07-11 18:26:31,984 - future_1d - INFO - ak.get_dce_daily('2025-07-11') done
symbol date open ... settle pre_settle variety
0 IC2507 20250711 5965.000 ... 6026.400 5968.000 IC
1 IC2508 20250711 5904.400 ... 5973.200 5911.200 IC
2 IC2509 20250711 5849.000 ... 5920.800 5859.800 IC
3 IC2512 20250711 5736.600 ... 5799.400 5736.200 IC
4 IF2507 20250711 3997.000 ... 4020.600 4006.800 IF
5 IF2508 20250711 3988.000 ... 4007.400 3989.800 IF
6 IF2509 20250711 3977.000 ... 3998.800 3981.800 IF
7 IF2512 20250711 3943.000 ... 3971.400 3948.400 IF
8 IH2507 20250711 2744.000 ... 2764.600 2754.000 IH
9 IH2508 20250711 2742.000 ... 2763.200 2750.800 IH
10 IH2509 20250711 2738.000 ... 2761.200 2749.200 IH
11 IH2512 20250711 2742.600 ... 2763.400 2748.800 IH
12 IM2507 20250711 6383.000 ... 6455.200 6386.200 IM
13 IM2508 20250711 6310.400 ... 6392.000 6316.000 IM
14 IM2509 20250711 6240.200 ... 6321.200 6241.800 IM
15 IM2512 20250711 6059.000 ... 6138.000 6057.000 IM
16 T2509 20250711 108.845 ... 108.815 108.855 T
17 T2512 20250711 108.900 ... 108.855 108.910 T
18 T2603 20250711 108.880 ... 108.860 108.900 T
19 TF2509 20250711 106.000 ... 105.975 106.005 TF
20 TF2512 20250711 106.115 ... 106.080 106.110 TF
21 TF2603 20250711 106.160 ... 106.145 106.160 TF
22 TL2509 20250711 120.460 ... 120.510 120.550 TL
23 TL2512 20250711 120.360 ... 120.330 120.410 TL
24 TL2603 20250711 120.170 ... 120.160 120.210 TL
25 TS2509 20250711 102.404 ... 102.412 102.418 TS
26 TS2512 20250711 102.516 ... 102.512 102.530 TS
27 TS2603 20250711 102.640 ... 102.624 102.636 TS
[28 rows x 12 columns]
2025-07-11 18:26:32,216 - future_1d - INFO - ak.get_cffex_daily('2025-07-11') done
symbol date open high ... turnover settle pre_settle variety
0 SC2508 20250711 519 519.7 ... 6642524.02 514.1 520.3 SC
1 SC2509 20250711 508.8 509.5 ... 2185225.48 504.1 511 SC
2 SC2510 20250711 501 502.4 ... 406530.13 497.4 503.4 SC
3 SC2511 20250711 495.8 496.2 ... 75005.63 492.1 497.5 SC
4 SC2512 20250711 489.7 490.7 ... 14991.18 488.3 492.2 SC
5 SC2601 20250711 488.5 488.5 ... 6108.89 484.8 487.8 SC
6 SC2602 20250711 484.2 484.2 ... 14340.67 481.2 484.1 SC
7 SC2603 20250711 480 480.9 ... 8913.08 479.1 482.9 SC
8 SC2604 20250711 477.3 477.3 ... 95.45 477.2 480.7 SC
9 SC2605 20250711 474.3 475.2 ... 94.95 474.7 478.8 SC
10 SC2606 20250711 474.9 474.9 ... 379.2 474 476.7 SC
11 SC2607 20250711 ... 0 473.7 475 SC
12 SC2609 20250711 470.1 472.3 ... 281.7 469.5 472.9 SC
13 SC2612 20250711 ... 0 468.1 468.1 SC
14 SC2703 20250711 ... 0 468 468 SC
15 SC2706 20250711 ... 0 468.9 468.9 SC
16 SC2709 20250711 ... 0 464.6 464.6 SC
17 SC2712 20250711 462.1 462.3 ... 138.66 462.2 465.8 SC
18 SC2803 20250711 461.6 461.6 ... 92.32 461.6 465.8 SC
19 SC2806 20250711 465 465 ... 323.51 462.1 464.4 SC
21 LU2508 20250711 3677 3677 ... 4070.807 3647 3688 LU
22 LU2509 20250711 3672 3673 ... 336316.911 3640 3678 LU
23 LU2510 20250711 3644 3645 ... 151983.097 3611 3648 LU
24 LU2511 20250711 3614 3614 ... 4890.054 3585 3619 LU
25 LU2512 20250711 3566 3570 ... 135.364 3562 3590 LU
26 LU2601 20250711 3545 3552 ... 540.771 3534 3558 LU
27 LU2602 20250711 3516 3523 ... 31.633 3514 3523 LU
28 LU2603 20250711 3488 3500 ... 55.814 3488 3510 LU
29 LU2604 20250711 3456 3464 ... 10.382 3460 3489 LU
30 LU2605 20250711 3441 3460 ... 89.644 3447 3472 LU
31 LU2606 20250711 3421 3446 ... 89.043 3424 3455 LU
32 LU2607 20250711 3415 3434 ... 17.109 3421 3449 LU
34 NR2507 20250711 ... 0 12315 12315 NR
35 NR2508 20250711 12400 12450 ... 635879.56 12390 12275 NR
36 NR2509 20250711 12420 12465 ... 541868.955 12410 12305 NR
37 NR2510 20250711 12425 12475 ... 76289.965 12410 12320 NR
38 NR2511 20250711 12410 12475 ... 4880.74 12415 12340 NR
39 NR2512 20250711 12420 12475 ... 1331.315 12440 12340 NR
40 NR2601 20250711 12450 12500 ... 5339.275 12445 12365 NR
41 NR2602 20250711 12460 12485 ... 99.625 12450 12400 NR
42 NR2603 20250711 12455 12485 ... 62.26 12450 12465 NR
43 NR2604 20250711 12455 12455 ... 12.455 12455 12470 NR
44 NR2605 20250711 12545 12545 ... 50.08 12520 12515 NR
45 NR2606 20250711 12560 12560 ... 12.56 12560 12540 NR
47 BC2507 20250711 ... 0 70600 70600 BC
48 BC2508 20250711 69880 69970 ... 158825.725 69750 69560 BC
49 BC2509 20250711 69820 69920 ... 32730.62 69710 69510 BC
50 BC2510 20250711 69830 69830 ... 243.62 69600 69340 BC
51 BC2511 20250711 ... 0 69190 69130 BC
52 BC2512 20250711 ... 0 69320 69320 BC
53 BC2601 20250711 ... 0 69800 69810 BC
54 BC2602 20250711 ... 0 69410 69410 BC
55 BC2603 20250711 ... 0 69290 69290 BC
56 BC2604 20250711 ... 0 69750 69750 BC
57 BC2605 20250711 69460 69460 ... 34.73 69460 69530 BC
58 BC2606 20250711 ... 0 67820 67820 BC
60 EC2508 20250711 2028 2049.9 ... 231415.474 2016.6 2045.2 EC
61 EC2510 20250711 1387 1403.6 ... 83231.578 1385.3 1401.6 EC
62 EC2512 20250711 1560 1570.7 ... 10716.9785 1542 1564.1 EC
63 EC2602 20250711 1359.9 1374.9 ... 1913.2475 1352.1 1368.4 EC
64 EC2604 20250711 1196.8 1203.9 ... 3647.5965 1193.9 1198.3 EC
65 EC2606 20250711 1340.9 1342.3 ... 721.7895 1336.6 1341.1 EC
68 SC_TAS2508 20250711 ... SC_TAS
69 SC_TAS2509 20250711 ... SC_TAS
70 SC_TAS2510 20250711 ... SC_TAS
71 SC_TAS2511 20250711 ... SC_TAS
[66 rows x 12 columns]
2025-07-11 18:26:32,278 - future_1d - INFO - ak.get_ine_daily('2025-07-11') done
index symbol date ... settle pre_settle variety
0 0 CU2507 20250711 ... 78680 78670 CU
1 1 CU2508 20250711 ... 78530 78390 CU
2 2 CU2509 20250711 ... 78420 78240 CU
3 3 CU2510 20250711 ... 78300 78050 CU
4 4 CU2511 20250711 ... 78180 77950 CU
5 5 CU2512 20250711 ... 78070 77860 CU
6 6 CU2601 20250711 ... 77980 77780 CU
7 7 CU2602 20250711 ... 77900 77790 CU
8 8 CU2603 20250711 ... 77900 77680 CU
9 9 CU2604 20250711 ... 77870 77620 CU
10 10 CU2605 20250711 ... 77900 77690 CU
11 11 CU2606 20250711 ... 77910 77750 CU
12 12 BC2507 20250711 ... 70600 70600 BC
13 13 BC2508 20250711 ... 69750 69560 BC
14 14 BC2509 20250711 ... 69710 69510 BC
15 15 BC2510 20250711 ... 69600 69340 BC
16 16 BC2511 20250711 ... 69190 69130 BC
17 17 BC2512 20250711 ... 69320 69320 BC
18 18 BC2601 20250711 ... 69800 69810 BC
19 19 BC2602 20250711 ... 69410 69410 BC
20 20 BC2603 20250711 ... 69290 69290 BC
21 21 BC2604 20250711 ... 69750 69750 BC
22 22 BC2605 20250711 ... 69460 69530 BC
23 23 BC2606 20250711 ... 67820 67820 BC
24 24 AL2507 20250711 ... 20845 20835 AL
25 25 AL2508 20250711 ... 20715 20670 AL
26 26 AL2509 20250711 ... 20660 20610 AL
27 27 AL2510 20250711 ... 20565 20515 AL
28 28 AL2511 20250711 ... 20475 20415 AL
29 29 AL2512 20250711 ... 20405 20340 AL
30 30 AL2601 20250711 ... 20355 20305 AL
31 31 AL2602 20250711 ... 20355 20290 AL
32 32 AL2603 20250711 ... 20340 20295 AL
33 33 AL2604 20250711 ... 20375 20310 AL
34 34 AL2605 20250711 ... 20355 20335 AL
35 35 AL2606 20250711 ... 20390 20335 AL
36 36 ZN2507 20250711 ... 22360 22265 ZN
37 37 ZN2508 20250711 ... 22400 22285 ZN
38 38 ZN2509 20250711 ... 22375 22245 ZN
39 39 ZN2510 20250711 ... 22345 22205 ZN
40 40 ZN2511 20250711 ... 22305 22160 ZN
41 41 ZN2512 20250711 ... 22255 22090 ZN
42 42 ZN2601 20250711 ... 22210 22050 ZN
43 43 ZN2602 20250711 ... 22150 22035 ZN
44 44 ZN2603 20250711 ... 22175 22020 ZN
45 45 ZN2604 20250711 ... 22190 22070 ZN
46 46 ZN2605 20250711 ... 22200 22005 ZN
47 47 ZN2606 20250711 ... 22195 22040 ZN
48 48 PB2507 20250711 ... 17165 17155 PB
49 49 PB2508 20250711 ... 17105 17215 PB
50 50 PB2509 20250711 ... 17125 17240 PB
51 51 PB2510 20250711 ... 17145 17250 PB
52 52 PB2511 20250711 ... 17135 17260 PB
53 53 PB2512 20250711 ... 17160 17230 PB
54 54 PB2601 20250711 ... 17155 17295 PB
55 55 PB2602 20250711 ... 17160 17215 PB
56 56 PB2603 20250711 ... 17185 17225 PB
57 57 PB2604 20250711 ... 17140 17230 PB
58 58 PB2605 20250711 ... 17180 17230 PB
59 59 PB2606 20250711 ... 17160 17205 PB
60 60 NI2507 20250711 ... 121020 119420 NI
61 61 NI2508 20250711 ... 121190 119910 NI
62 62 NI2509 20250711 ... 121360 120070 NI
63 63 NI2510 20250711 ... 121480 120190 NI
64 64 NI2511 20250711 ... 121610 120370 NI
65 65 NI2512 20250711 ... 121920 120870 NI
66 66 NI2601 20250711 ... 122170 120920 NI
67 67 NI2602 20250711 ... 122320 120840 NI
68 68 NI2603 20250711 ... 122420 121380 NI
69 69 NI2604 20250711 ... 122640 121650 NI
70 70 NI2605 20250711 ... 122830 121620 NI
71 71 NI2606 20250711 ... 122940 121790 NI
72 72 SN2507 20250711 ... 265210 264160 SN
73 73 SN2508 20250711 ... 265630 265000 SN
74 74 SN2509 20250711 ... 265520 265160 SN
75 75 SN2510 20250711 ... 265330 265030 SN
76 76 SN2511 20250711 ... 264740 265400 SN
77 77 SN2512 20250711 ... 264510 265030 SN
78 78 SN2601 20250711 ... 264790 265160 SN
79 79 SN2602 20250711 ... 265470 263950 SN
80 80 SN2603 20250711 ... 264290 264800 SN
81 81 SN2604 20250711 ... 264650 265340 SN
82 82 SN2605 20250711 ... 265660 265020 SN
83 83 SN2606 20250711 ... 265110 263950 SN
84 84 AO2507 20250711 ... 3195 3249 AO
85 85 AO2508 20250711 ... 3189 3229 AO
86 86 AO2509 20250711 ... 3164 3195 AO
87 87 AO2510 20250711 ... 3126 3154 AO
88 88 AO2511 20250711 ... 3110 3131 AO
89 89 AO2512 20250711 ... 3101 3118 AO
90 90 AO2601 20250711 ... 3089 3105 AO
91 91 AO2602 20250711 ... 3088 3097 AO
92 92 AO2603 20250711 ... 3074 3085 AO
93 93 AO2604 20250711 ... 3068 3073 AO
94 94 AO2605 20250711 ... 3051 3062 AO
95 95 AO2606 20250711 ... 3050 3054 AO
96 96 AD2511 20250711 ... 19980 19935 AD
97 97 AD2512 20250711 ... 19900 19855 AD
98 98 AD2601 20250711 ... 19835 19825 AD
99 99 AD2602 20250711 ... 19770 19770 AD
100 100 AD2603 20250711 ... 19760 19705 AD
101 101 AD2604 20250711 ... 19710 19685 AD
102 102 AD2605 20250711 ... 19735 19670 AD
103 103 AD2606 20250711 ... 19760 19660 AD
104 104 AU2507 20250711 ... 770.48 770.48 AU
105 105 AU2508 20250711 ... 771.34 769.02 AU
106 106 AU2509 20250711 ... 772.62 770.5 AU
107 107 AU2510 20250711 ... 773.18 771.16 AU
108 108 AU2512 20250711 ... 775.44 773.12 AU
109 109 AU2602 20250711 ... 777 774.42 AU
110 110 AU2604 20250711 ... 779.54 777.02 AU
111 111 AU2606 20250711 ... 780.76 778.86 AU
112 112 AG2507 20250711 ... 9002 8863 AG
113 113 AG2508 20250711 ... 8990 8859 AG
114 114 AG2509 20250711 ... 9003 8872 AG
115 115 AG2510 20250711 ... 9017 8885 AG
116 116 AG2511 20250711 ... 9027 8895 AG
117 117 AG2512 20250711 ... 9040 8906 AG
118 118 AG2601 20250711 ... 9053 8918 AG
119 119 AG2602 20250711 ... 9074 8929 AG
120 120 AG2603 20250711 ... 9086 8943 AG
121 121 AG2604 20250711 ... 9089 8954 AG
122 122 AG2605 20250711 ... 9105 8967 AG
123 123 AG2606 20250711 ... 9106 8980 AG
124 124 RB2507 20250711 ... 3127 3091 RB
125 125 RB2508 20250711 ... 3076 3063 RB
126 126 RB2509 20250711 ... 3097 3068 RB
127 127 RB2510 20250711 ... 3133 3099 RB
128 128 RB2511 20250711 ... 3151 3112 RB
129 129 RB2512 20250711 ... 3166 3129 RB
130 130 RB2601 20250711 ... 3164 3125 RB
131 131 RB2602 20250711 ... 3149 3117 RB
132 132 RB2603 20250711 ... 3151 3116 RB
133 133 RB2604 20250711 ... 3159 3112 RB
134 134 RB2605 20250711 ... 3171 3135 RB
135 135 RB2606 20250711 ... 3180 3136 RB
136 136 WR2507 20250711 ... 3356 3356 WR
137 137 WR2508 20250711 ... 3190 3190 WR
138 138 WR2509 20250711 ... 3265 3265 WR
139 139 WR2510 20250711 ... 3363 3329 WR
140 140 WR2511 20250711 ... 3350 3350 WR
141 141 WR2512 20250711 ... 3362 3362 WR
142 142 WR2601 20250711 ... 3350 3329 WR
143 143 WR2602 20250711 ... 3396 3396 WR
144 144 WR2603 20250711 ... 3387 3387 WR
145 145 WR2604 20250711 ... 3392 3392 WR
146 146 WR2605 20250711 ... 3370 3370 WR
147 147 WR2606 20250711 ... 3377 3356 WR
148 148 HC2507 20250711 ... 3240 3237 HC
149 149 HC2508 20250711 ... 3266 3228 HC
150 150 HC2509 20250711 ... 3280 3241 HC
151 151 HC2510 20250711 ... 3273 3233 HC
152 152 HC2511 20250711 ... 3278 3235 HC
153 153 HC2512 20250711 ... 3282 3230 HC
154 154 HC2601 20250711 ... 3285 3247 HC
155 155 HC2602 20250711 ... 3277 3247 HC
156 156 HC2603 20250711 ... 3286 3234 HC
157 157 HC2604 20250711 ... 3295 3257 HC
158 158 HC2605 20250711 ... 3286 3245 HC
159 159 HC2606 20250711 ... 3296 3270 HC
160 160 SS2507 20250711 ... 12720 12720 SS
161 161 SS2508 20250711 ... 12745 12815 SS
162 162 SS2509 20250711 ... 12720 12735 SS
163 163 SS2510 20250711 ... 12740 12740 SS
164 164 SS2511 20250711 ... 12770 12760 SS
165 165 SS2512 20250711 ... 12795 12780 SS
166 166 SS2601 20250711 ... 12850 12845 SS
167 167 SS2602 20250711 ... 12900 12890 SS
168 168 SS2603 20250711 ... 12905 12920 SS
169 169 SS2604 20250711 ... 12975 12945 SS
170 170 SS2605 20250711 ... 13000 12975 SS
171 171 SS2606 20250711 ... 13055 13015 SS
172 172 SC2508 20250711 ... 514.1 520.3 SC
173 173 SC2509 20250711 ... 504.1 511 SC
174 174 SC2510 20250711 ... 497.4 503.4 SC
175 175 SC2511 20250711 ... 492.1 497.5 SC
176 176 SC2512 20250711 ... 488.3 492.2 SC
177 177 SC2601 20250711 ... 484.8 487.8 SC
178 178 SC2602 20250711 ... 481.2 484.1 SC
179 179 SC2603 20250711 ... 479.1 482.9 SC
180 180 SC2604 20250711 ... 477.2 480.7 SC
181 181 SC2605 20250711 ... 474.7 478.8 SC
182 182 SC2606 20250711 ... 474 476.7 SC
183 183 SC2607 20250711 ... 473.7 475 SC
184 184 SC2609 20250711 ... 469.5 472.9 SC
185 185 SC2612 20250711 ... 468.1 468.1 SC
186 186 SC2703 20250711 ... 468 468 SC
187 187 SC2706 20250711 ... 468.9 468.9 SC
188 188 SC2709 20250711 ... 464.6 464.6 SC
189 189 SC2712 20250711 ... 462.2 465.8 SC
190 190 SC2803 20250711 ... 461.6 465.8 SC
191 191 SC2806 20250711 ... 462.1 464.4 SC
192 192 LU2508 20250711 ... 3647 3688 LU
193 193 LU2509 20250711 ... 3640 3678 LU
194 194 LU2510 20250711 ... 3611 3648 LU
195 195 LU2511 20250711 ... 3585 3619 LU
196 196 LU2512 20250711 ... 3562 3590 LU
197 197 LU2601 20250711 ... 3534 3558 LU
198 198 LU2602 20250711 ... 3514 3523 LU
199 199 LU2603 20250711 ... 3488 3510 LU
200 200 LU2604 20250711 ... 3460 3489 LU
201 201 LU2605 20250711 ... 3447 3472 LU
202 202 LU2606 20250711 ... 3424 3455 LU
203 203 LU2607 20250711 ... 3421 3449 LU
204 204 FU2508 20250711 ... 2873 2931 FU
205 205 FU2509 20250711 ... 2908 2962 FU
206 206 FU2510 20250711 ... 2898 2952 FU
207 207 FU2511 20250711 ... 2881 2931 FU
208 208 FU2512 20250711 ... 2861 2903 FU
209 209 FU2601 20250711 ... 2855 2893 FU
210 210 FU2602 20250711 ... 2845 2885 FU
211 211 FU2603 20250711 ... 2829 2861 FU
212 212 FU2604 20250711 ... 2821 2850 FU
213 213 FU2605 20250711 ... 2805 2835 FU
214 214 FU2606 20250711 ... 2788 2813 FU
215 215 FU2607 20250711 ... 2775 2794 FU
216 216 BU2507 20250711 ... 3700 3652 BU
217 217 BU2508 20250711 ... 3638 3657 BU
218 218 BU2509 20250711 ... 3607 3625 BU
219 219 BU2510 20250711 ... 3555 3573 BU
220 220 BU2511 20250711 ... 3498 3513 BU
221 221 BU2512 20250711 ... 3428 3441 BU
222 222 BU2601 20250711 ... 3392 3410 BU
223 223 BU2602 20250711 ... 3380 3386 BU
224 224 BU2603 20250711 ... 3368 3384 BU
225 225 BU2604 20250711 ... 3378 3376 BU
226 226 BU2605 20250711 ... 3357 3361 BU
227 227 BU2606 20250711 ... 3349 3361 BU
228 228 BU2609 20250711 ... 3326 3332 BU
229 229 BU2612 20250711 ... 3277 3276 BU
230 230 BU2703 20250711 ... 3269 3282 BU
231 231 BU2706 20250711 ... 3277 3272 BU
232 232 BR2507 20250711 ... 11750 11545 BR
233 233 BR2508 20250711 ... 11605 11460 BR
234 234 BR2509 20250711 ... 11585 11420 BR
235 235 BR2510 20250711 ... 11555 11395 BR
236 236 BR2511 20250711 ... 11530 11415 BR
237 237 BR2512 20250711 ... 11550 11415 BR
238 238 BR2601 20250711 ... 11530 11355 BR
239 239 BR2602 20250711 ... 11540 11385 BR
240 240 BR2603 20250711 ... 11540 11350 BR
241 241 BR2604 20250711 ... 11570 11365 BR
242 242 BR2605 20250711 ... 11525 11350 BR
243 243 BR2606 20250711 ... 11495 11340 BR
244 244 RU2507 20250711 ... 14140 14140 RU
245 245 RU2508 20250711 ... 14325 14225 RU
246 246 RU2509 20250711 ... 14385 14240 RU
247 247 RU2510 20250711 ... 14405 14210 RU
248 248 RU2511 20250711 ... 14380 14270 RU
249 249 RU2601 20250711 ... 15235 15135 RU
250 250 RU2603 20250711 ... 15210 15100 RU
251 251 RU2604 20250711 ... 15250 15180 RU
252 252 RU2605 20250711 ... 15295 15210 RU
253 253 RU2606 20250711 ... 15315 15300 RU
254 254 NR2507 20250711 ... 12315 12315 NR
255 255 NR2508 20250711 ... 12390 12275 NR
256 256 NR2509 20250711 ... 12410 12305 NR
257 257 NR2510 20250711 ... 12410 12320 NR
258 258 NR2511 20250711 ... 12415 12340 NR
259 259 NR2512 20250711 ... 12440 12340 NR
260 260 NR2601 20250711 ... 12445 12365 NR
261 261 NR2602 20250711 ... 12450 12400 NR
262 262 NR2603 20250711 ... 12450 12465 NR
263 263 NR2604 20250711 ... 12455 12470 NR
264 264 NR2605 20250711 ... 12520 12515 NR
265 265 NR2606 20250711 ... 12560 12540 NR
266 266 SP2507 20250711 ... 5188 5120 SP
267 267 SP2508 20250711 ... 5216 5138 SP
268 268 SP2509 20250711 ... 5228 5166 SP
269 269 SP2510 20250711 ... 5222 5168 SP
270 270 SP2511 20250711 ... 5216 5164 SP
271 271 SP2512 20250711 ... 5198 5152 SP
272 272 SP2601 20250711 ... 5410 5360 SP
273 273 SP2602 20250711 ... 5336 5304 SP
274 274 SP2603 20250711 ... 5340 5296 SP
275 275 SP2604 20250711 ... 5336 5300 SP
276 276 SP2605 20250711 ... 5336 5298 SP
277 277 SP2606 20250711 ... 5328 5292 SP
278 278 EC2508 20250711 ... 2016.6 2045.2 EC
279 279 EC2510 20250711 ... 1385.3 1401.6 EC
280 280 EC2512 20250711 ... 1542 1564.1 EC
281 281 EC2602 20250711 ... 1352.1 1368.4 EC
282 282 EC2604 20250711 ... 1193.9 1198.3 EC
283 283 EC2606 20250711 ... 1336.6 1341.1 EC
284 284 SC_TAS2508 20250711 ... SC_TAS
285 285 SC_TAS2509 20250711 ... SC_TAS
286 286 SC_TAS2510 20250711 ... SC_TAS
287 287 SC_TAS2511 20250711 ... SC_TAS
[288 rows x 13 columns]
2025-07-11 18:26:32,389 - future_1d - INFO - ak.get_shfe_daily('2025-07-11') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250711 7798.0 7884.0 ... 588565.54 7826.0 7768.0 AP
1 AP511 20250711 7633.0 7696.0 ... 3270.23 7659.0 7598.0 AP
2 AP512 20250711 7656.0 7700.0 ... 352.91 7672.0 7629.0 AP
3 AP601 20250711 7652.0 7730.0 ... 24204.50 7691.0 7642.0 AP
4 AP603 20250711 7620.0 7663.0 ... 221.79 7648.0 7615.0 AP
5 AP604 20250711 7668.0 7708.0 ... 123.08 7693.0 7664.0 AP
6 AP605 20250711 7744.0 7777.0 ... 395.30 7751.0 7741.0 AP
7 CF507 20250711 13655.0 13705.0 ... 6204.73 13665.0 13625.0 CF
8 CF509 20250711 13865.0 13945.0 ... 1314520.69 13905.0 13865.0 CF
9 CF511 20250711 13755.0 13830.0 ... 199297.56 13790.0 13755.0 CF
10 CF601 20250711 13820.0 13880.0 ... 323112.19 13845.0 13810.0 CF
11 CF603 20250711 13795.0 13840.0 ... 1643.60 13810.0 13780.0 CF
12 CF605 20250711 13800.0 13855.0 ... 4698.76 13820.0 13790.0 CF
13 CJ507 20250711 9400.0 9400.0 ... 188.00 9400.0 9600.0 CJ
14 CJ509 20250711 9525.0 9740.0 ... 228966.14 9630.0 9495.0 CJ
15 CJ512 20250711 10445.0 10590.0 ... 16536.89 10485.0 10400.0 CJ
16 CJ601 20250711 10560.0 10715.0 ... 914746.66 10605.0 10500.0 CJ
17 CJ603 20250711 10675.0 10805.0 ... 17625.30 10710.0 10630.0 CJ
18 CJ605 20250711 10900.0 11000.0 ... 90549.47 10910.0 10865.0 CJ
19 CY507 20250711 0.0 0.0 ... 0.00 19960.0 19895.0 CY
20 CY508 20250711 0.0 0.0 ... 0.00 19700.0 19700.0 CY
21 CY509 20250711 20055.0 20125.0 ... 68843.30 20070.0 20005.0 CY
22 CY510 20250711 0.0 0.0 ... 0.00 19690.0 19625.0 CY
23 CY511 20250711 0.0 0.0 ... 0.00 20065.0 20045.0 CY
24 CY512 20250711 0.0 0.0 ... 0.00 19910.0 19910.0 CY
25 CY601 20250711 20045.0 20105.0 ... 140.49 20070.0 20030.0 CY
26 CY602 20250711 0.0 0.0 ... 0.00 19840.0 19830.0 CY
27 CY603 20250711 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250711 0.0 0.0 ... 0.00 19725.0 19725.0 CY
29 CY605 20250711 20015.0 20015.0 ... 10.01 20015.0 20010.0 CY
30 CY606 20250711 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250711 986.0 992.0 ... 29.66 989.0 991.0 FG
32 FG508 20250711 1095.0 1114.0 ... 199862.46 1100.0 1078.0 FG
33 FG509 20250711 1084.0 1108.0 ... 6164232.84 1090.0 1063.0 FG
34 FG510 20250711 1133.0 1157.0 ... 57756.83 1142.0 1108.0 FG
35 FG511 20250711 1122.0 1141.0 ... 66715.96 1127.0 1097.0 FG
36 FG512 20250711 1187.0 1203.0 ... 23332.43 1190.0 1164.0 FG
37 FG601 20250711 1175.0 1189.0 ... 607339.23 1177.0 1155.0 FG
38 FG602 20250711 1217.0 1225.0 ... 558.96 1215.0 1198.0 FG
39 FG603 20250711 1209.0 1221.0 ... 505.86 1210.0 1195.0 FG
40 FG604 20250711 1239.0 1253.0 ... 546.88 1243.0 1228.0 FG
41 FG605 20250711 1231.0 1250.0 ... 9857.40 1238.0 1221.0 FG
42 FG606 20250711 1252.0 1265.0 ... 625.25 1256.0 1235.0 FG
43 JR507 20250711 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250711 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250711 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250711 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250711 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250711 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250711 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250711 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250711 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250711 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250711 0.0 0.0 ... 0.00 2353.0 2353.0 MA
54 MA508 20250711 2405.0 2409.0 ... 85890.91 2386.0 2404.0 MA
55 MA509 20250711 2395.0 2403.0 ... 1683355.42 2380.0 2393.0 MA
56 MA510 20250711 2421.0 2427.0 ... 63876.91 2402.0 2415.0 MA
57 MA511 20250711 2435.0 2439.0 ... 59445.78 2417.0 2428.0 MA
58 MA512 20250711 2459.0 2462.0 ... 8839.45 2445.0 2450.0 MA
59 MA601 20250711 2460.0 2467.0 ... 201034.86 2451.0 2454.0 MA
60 MA602 20250711 2437.0 2439.0 ... 4.88 2438.0 2436.0 MA
61 MA603 20250711 2441.0 2441.0 ... 72.87 2429.0 2434.0 MA
62 MA604 20250711 2414.0 2414.0 ... 26.50 2409.0 2405.0 MA
63 MA605 20250711 2381.0 2386.0 ... 2003.92 2377.0 2375.0 MA
64 MA606 20250711 2386.0 2386.0 ... 14.28 2379.0 2375.0 MA
65 OI507 20250711 0.0 0.0 ... 0.00 9600.0 9600.0 OI
66 OI509 20250711 9457.0 9514.0 ... 2747076.83 9455.0 9457.0 OI
67 OI511 20250711 9461.0 9499.0 ... 181329.46 9446.0 9451.0 OI
68 OI601 20250711 9410.0 9446.0 ... 460423.90 9390.0 9404.0 OI
69 OI603 20250711 9351.0 9383.0 ... 8126.72 9320.0 9351.0 OI
70 OI605 20250711 9257.0 9292.0 ... 5806.12 9245.0 9252.0 OI
71 PF507 20250711 0.0 0.0 ... 0.00 6606.0 6642.0 PF
72 PF508 20250711 6528.0 6544.0 ... 309445.48 6502.0 6554.0 PF
73 PF509 20250711 6428.0 6438.0 ... 236109.58 6400.0 6434.0 PF
74 PF510 20250711 6460.0 6460.0 ... 74045.81 6420.0 6434.0 PF
75 PF511 20250711 6410.0 6424.0 ... 46919.37 6386.0 6394.0 PF
76 PF512 20250711 6394.0 6402.0 ... 11964.86 6372.0 6376.0 PF
77 PF601 20250711 6410.0 6412.0 ... 4827.11 6378.0 6400.0 PF
78 PF602 20250711 6366.0 6366.0 ... 3.18 6366.0 6372.0 PF
79 PF603 20250711 6376.0 6376.0 ... 6.37 6374.0 6386.0 PF
80 PF604 20250711 0.0 0.0 ... 0.00 6400.0 6402.0 PF
81 PF605 20250711 0.0 0.0 ... 0.00 6408.0 6428.0 PF
82 PF606 20250711 0.0 0.0 ... 0.00 6406.0 6424.0 PF
83 PK510 20250711 8196.0 8224.0 ... 135875.81 8188.0 8172.0 PK
84 PK511 20250711 8028.0 8058.0 ... 62832.90 8026.0 8010.0 PK
85 PK512 20250711 7988.0 8002.0 ... 845.63 7978.0 7966.0 PK
86 PK601 20250711 7982.0 8006.0 ... 4302.28 7982.0 7958.0 PK
87 PK603 20250711 7978.0 7984.0 ... 107.65 7974.0 7956.0 PK
88 PK604 20250711 7976.0 7980.0 ... 23.92 7974.0 7958.0 PK
89 PK605 20250711 7978.0 7986.0 ... 796.81 7968.0 7962.0 PK
90 PM507 20250711 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250711 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250711 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250711 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250711 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250711 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250711 0.0 0.0 ... 0.00 5932.0 5942.0 PR
97 PR508 20250711 5922.0 5932.0 ... 18627.36 5906.0 5918.0 PR
98 PR509 20250711 5912.0 5922.0 ... 405585.77 5886.0 5896.0 PR
99 PR510 20250711 5926.0 5928.0 ... 145918.76 5894.0 5902.0 PR
100 PR511 20250711 5914.0 5916.0 ... 35176.72 5878.0 5892.0 PR
101 PR512 20250711 5860.0 5868.0 ... 17.59 5864.0 5900.0 PR
102 PR601 20250711 5878.0 5892.0 ... 537.35 5874.0 5892.0 PR
103 PR602 20250711 5898.0 5898.0 ... 8.85 5898.0 5936.0 PR
104 PR603 20250711 5898.0 5922.0 ... 44.27 5904.0 5940.0 PR
105 PR604 20250711 5910.0 5910.0 ... 8.87 5910.0 5958.0 PR
106 PR605 20250711 5910.0 5920.0 ... 35.48 5914.0 5934.0 PR
107 PR606 20250711 0.0 0.0 ... 0.00 5926.0 5926.0 PR
108 PX507 20250711 0.0 0.0 ... 0.00 6896.0 6926.0 PX
109 PX508 20250711 6820.0 6838.0 ... 2333.61 6774.0 6802.0 PX
110 PX509 20250711 6772.0 6788.0 ... 719763.51 6720.0 6750.0 PX
111 PX510 20250711 6774.0 6786.0 ... 102501.12 6714.0 6746.0 PX
112 PX511 20250711 6746.0 6760.0 ... 150132.68 6686.0 6720.0 PX
113 PX512 20250711 6742.0 6748.0 ... 30015.69 6674.0 6704.0 PX
114 PX601 20250711 6718.0 6724.0 ... 54444.78 6650.0 6682.0 PX
115 PX602 20250711 6686.0 6686.0 ... 6.67 6672.0 6688.0 PX
116 PX603 20250711 0.0 0.0 ... 0.00 6622.0 6622.0 PX
117 PX604 20250711 0.0 0.0 ... 0.00 6618.0 6676.0 PX
118 PX605 20250711 6630.0 6630.0 ... 49.53 6604.0 6638.0 PX
119 PX606 20250711 6614.0 6614.0 ... 3.31 6614.0 6650.0 PX
120 RI507 20250711 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250711 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250711 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250711 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250711 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250711 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250711 2672.0 2672.0 ... 857.16 2521.0 2474.0 RM
127 RM508 20250711 2615.0 2646.0 ... 54655.25 2631.0 2596.0 RM
128 RM509 20250711 2610.0 2646.0 ... 1008671.36 2630.0 2595.0 RM
129 RM511 20250711 2430.0 2451.0 ... 4526.84 2440.0 2418.0 RM
130 RM601 20250711 2316.0 2337.0 ... 185138.63 2327.0 2313.0 RM
131 RM603 20250711 2301.0 2311.0 ... 10686.40 2305.0 2294.0 RM
132 RM605 20250711 2310.0 2316.0 ... 24417.23 2312.0 2307.0 RM
133 RS507 20250711 0.0 0.0 ... 0.00 4972.0 4993.0 RS
134 RS508 20250711 4652.0 5299.0 ... 9.95 4976.0 5107.0 RS
135 RS509 20250711 5025.0 5083.0 ... 146.45 5050.0 5071.0 RS
136 RS511 20250711 5061.0 5169.0 ... 107.13 5101.0 5072.0 RS
137 SA507 20250711 1175.0 1175.0 ... 2185.20 1175.0 1175.0 SA
138 SA508 20250711 1225.0 1235.0 ... 154660.05 1220.0 1213.0 SA
139 SA509 20250711 1230.0 1242.0 ... 5911784.67 1225.0 1213.0 SA
140 SA510 20250711 1235.0 1250.0 ... 110228.57 1235.0 1227.0 SA
141 SA511 20250711 1241.0 1250.0 ... 186866.60 1236.0 1228.0 SA
142 SA512 20250711 1265.0 1275.0 ... 103072.72 1264.0 1254.0 SA
143 SA601 20250711 1266.0 1278.0 ... 1130737.74 1266.0 1255.0 SA
144 SA602 20250711 1275.0 1284.0 ... 10784.91 1273.0 1266.0 SA
145 SA603 20250711 1277.0 1283.0 ... 6613.84 1272.0 1264.0 SA
146 SA604 20250711 1283.0 1298.0 ... 2909.70 1290.0 1280.0 SA
147 SA605 20250711 1288.0 1299.0 ... 29653.07 1290.0 1276.0 SA
148 SA606 20250711 1293.0 1305.0 ... 1498.07 1296.0 1289.0 SA
149 SF507 20250711 5610.0 5610.0 ... 2648.12 5552.0 5520.0 SF
150 SF508 20250711 5580.0 5580.0 ... 76283.08 5506.0 5530.0 SF
151 SF509 20250711 5582.0 5594.0 ... 570661.46 5522.0 5532.0 SF
152 SF510 20250711 5532.0 5546.0 ... 124414.95 5498.0 5484.0 SF
153 SF511 20250711 5656.0 5690.0 ... 147938.78 5642.0 5630.0 SF
154 SF512 20250711 5642.0 5656.0 ... 10588.35 5616.0 5594.0 SF
155 SF601 20250711 5626.0 5628.0 ... 23784.03 5586.0 5562.0 SF
156 SF602 20250711 5538.0 5556.0 ... 407.82 5512.0 5490.0 SF
157 SF603 20250711 5632.0 5674.0 ... 47.90 5636.0 5644.0 SF
158 SF604 20250711 5600.0 5602.0 ... 5.60 5602.0 5620.0 SF
159 SF605 20250711 5622.0 5672.0 ... 325.86 5618.0 5606.0 SF
160 SF606 20250711 5566.0 5620.0 ... 52.93 5572.0 5564.0 SF
161 SH507 20250711 0.0 0.0 ... 0.00 2467.0 2456.0 SH
162 SH508 20250711 2512.0 2523.0 ... 395261.47 2498.0 2525.0 SH
163 SH509 20250711 2504.0 2521.0 ... 3359489.59 2506.0 2495.0 SH
164 SH510 20250711 2531.0 2544.0 ... 337870.96 2530.0 2515.0 SH
165 SH511 20250711 2518.0 2529.0 ... 210097.46 2514.0 2500.0 SH
166 SH512 20250711 2522.0 2532.0 ... 29370.99 2518.0 2500.0 SH
167 SH601 20250711 2491.0 2502.0 ... 101676.32 2490.0 2469.0 SH
168 SH602 20250711 2504.0 2518.0 ... 458.59 2506.0 2494.0 SH
169 SH603 20250711 2501.0 2520.0 ... 609.93 2510.0 2496.0 SH
170 SH604 20250711 2536.0 2555.0 ... 381.36 2542.0 2536.0 SH
171 SH605 20250711 2540.0 2552.0 ... 3764.63 2540.0 2523.0 SH
172 SH606 20250711 2560.0 2565.0 ... 30.68 2556.0 2525.0 SH
173 SM507 20250711 5500.0 5756.0 ... 319.31 5754.0 5756.0 SM
174 SM508 20250711 5792.0 5816.0 ... 96305.67 5756.0 5790.0 SM
175 SM509 20250711 5808.0 5824.0 ... 647241.15 5774.0 5792.0 SM
176 SM510 20250711 5794.0 5804.0 ... 39217.59 5752.0 5770.0 SM
177 SM511 20250711 5876.0 5880.0 ... 96800.09 5826.0 5844.0 SM
178 SM512 20250711 5856.0 5860.0 ... 26442.50 5822.0 5832.0 SM
179 SM601 20250711 5848.0 5858.0 ... 51300.65 5814.0 5822.0 SM
180 SM602 20250711 5818.0 5848.0 ... 46.43 5804.0 5810.0 SM
181 SM603 20250711 5840.0 5840.0 ... 26.09 5798.0 5832.0 SM
182 SM604 20250711 5828.0 5838.0 ... 11.64 5820.0 5838.0 SM
183 SM605 20250711 5870.0 5880.0 ... 773.42 5838.0 5852.0 SM
184 SM606 20250711 5896.0 5896.0 ... 26.38 5862.0 5886.0 SM
185 SR507 20250711 5800.0 5800.0 ... 11123.40 5800.0 5795.0 SR
186 SR509 20250711 5803.0 5820.0 ... 1091593.03 5808.0 5800.0 SR
187 SR511 20250711 5690.0 5701.0 ... 145807.17 5691.0 5688.0 SR
188 SR601 20250711 5627.0 5641.0 ... 114549.83 5631.0 5625.0 SR
189 SR603 20250711 5598.0 5610.0 ... 2935.01 5601.0 5597.0 SR
190 SR605 20250711 5583.0 5583.0 ... 5900.14 5577.0 5572.0 SR
191 TA507 20250711 4732.0 4754.0 ... 1576.44 4720.0 4732.0 TA
192 TA508 20250711 4734.0 4752.0 ... 155689.18 4718.0 4740.0 TA
193 TA509 20250711 4730.0 4742.0 ... 2746819.10 4710.0 4728.0 TA
194 TA510 20250711 4736.0 4748.0 ... 92793.23 4704.0 4724.0 TA
195 TA511 20250711 4736.0 4742.0 ... 55063.58 4700.0 4720.0 TA
196 TA512 20250711 4734.0 4734.0 ... 13537.46 4694.0 4716.0 TA
197 TA601 20250711 4724.0 4732.0 ... 465461.93 4684.0 4712.0 TA
198 TA602 20250711 4728.0 4728.0 ... 91.71 4704.0 4722.0 TA
199 TA603 20250711 4692.0 4696.0 ... 18.72 4680.0 4720.0 TA
200 TA604 20250711 4712.0 4712.0 ... 49.35 4700.0 4720.0 TA
201 TA605 20250711 4742.0 4746.0 ... 4384.88 4702.0 4728.0 TA
202 TA606 20250711 4724.0 4724.0 ... 23.50 4700.0 4750.0 TA
203 UR507 20250711 1760.0 1770.0 ... 179.54 1760.0 1765.0 UR
204 UR508 20250711 1766.0 1775.0 ... 5935.57 1768.0 1774.0 UR
205 UR509 20250711 1776.0 1787.0 ... 611744.61 1776.0 1777.0 UR
206 UR510 20250711 1763.0 1771.0 ... 39953.61 1759.0 1762.0 UR
207 UR511 20250711 1760.0 1771.0 ... 43043.88 1759.0 1760.0 UR
208 UR512 20250711 1743.0 1748.0 ... 132.71 1746.0 1748.0 UR
209 UR601 20250711 1737.0 1745.0 ... 75685.61 1735.0 1736.0 UR
210 UR602 20250711 1726.0 1738.0 ... 390.87 1729.0 1730.0 UR
211 UR603 20250711 1757.0 1757.0 ... 34.99 1750.0 1749.0 UR
212 UR604 20250711 1748.0 1748.0 ... 20.90 1742.0 1741.0 UR
213 UR605 20250711 1736.0 1748.0 ... 2493.23 1739.0 1736.0 UR
214 UR606 20250711 1733.0 1743.0 ... 149.41 1737.0 1733.0 UR
215 WH507 20250711 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250711 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250711 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250711 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250711 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250711 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC508 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC509 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC510 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC511 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC512 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC601 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC602 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC603 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC604 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC605 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC606 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC607 20250711 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-11 18:26:32,668 - future_1d - INFO - ak.get_czce_daily('2025-07-11') done
symbol date open ... settle pre_settle variety
0 PS2507 20250711 40855.0 ... 39850.0 38185.0 PS
1 PS2508 20250711 41360.0 ... 41430.0 40545.0 PS
2 PS2509 20250711 41150.0 ... 41040.0 40190.0 PS
3 PS2510 20250711 41265.0 ... 40660.0 40140.0 PS
4 PS2511 20250711 40550.0 ... 40205.0 39745.0 PS
5 PS2512 20250711 42500.0 ... 42420.0 41860.0 PS
6 PS2601 20250711 42680.0 ... 42260.0 41870.0 PS
7 PS2602 20250711 42620.0 ... 42185.0 41475.0 PS
8 PS2603 20250711 42550.0 ... 41865.0 41465.0 PS
9 PS2604 20250711 42360.0 ... 41965.0 41385.0 PS
10 PS2605 20250711 42310.0 ... 41865.0 41215.0 PS
11 PS2606 20250711 43200.0 ... 42810.0 42025.0 PS
13 SI2507 20250711 8475.0 ... 8465.0 8540.0 SI
14 SI2508 20250711 8550.0 ... 8425.0 8380.0 SI
15 SI2509 20250711 8480.0 ... 8420.0 8375.0 SI
16 SI2510 20250711 8400.0 ... 8385.0 8350.0 SI
17 SI2511 20250711 8410.0 ... 8355.0 8305.0 SI
18 SI2512 20250711 8690.0 ... 8655.0 8620.0 SI
19 SI2601 20250711 8600.0 ... 8605.0 8570.0 SI
20 SI2602 20250711 8640.0 ... 8595.0 8565.0 SI
21 SI2603 20250711 8580.0 ... 8580.0 8565.0 SI
22 SI2604 20250711 8615.0 ... 8570.0 8565.0 SI
23 SI2605 20250711 8610.0 ... 8570.0 8550.0 SI
24 SI2606 20250711 8585.0 ... 8550.0 8565.0 SI
27 LC2507 20250711 63760.0 ... 64020.0 64580.0 LC
28 LC2508 20250711 64500.0 ... 64380.0 64740.0 LC
29 LC2509 20250711 64160.0 ... 64100.0 64460.0 LC
30 LC2510 20250711 64020.0 ... 63920.0 64340.0 LC
31 LC2511 20250711 64000.0 ... 63780.0 64160.0 LC
32 LC2512 20250711 64340.0 ... 64220.0 64420.0 LC
33 LC2601 20250711 64500.0 ... 64240.0 64540.0 LC
34 LC2602 20250711 64380.0 ... 64100.0 64540.0 LC
35 LC2603 20250711 64800.0 ... 64360.0 64540.0 LC
36 LC2604 20250711 65080.0 ... 64920.0 65100.0 LC
37 LC2605 20250711 65200.0 ... 64980.0 65160.0 LC
38 LC2606 20250711 65180.0 ... 64980.0 65160.0 LC
[36 rows x 12 columns]
2025-07-11 18:26:32,832 - future_1d - INFO - ak.get_gfex_daily('2025-07-11') done
2025-07-11 18:26:34,557 - future_1d - INFO - save future_daily 2025-07-11 completed