25 CY601 20250627 20055.0 20055.0 ... 10.03 20055.0 20035.0 CY
26 CY602 20250627 0.0 0.0 ... 0.00 19785.0 19505.0 CY
27 CY603 20250627 0.0 0.0 ... 0.00 20120.0 19970.0 CY
28 CY604 20250627 0.0 0.0 ... 0.00 19555.0 19410.0 CY
29 CY605 20250627 0.0 0.0 ... 0.00 20110.0 20050.0 CY
30 CY606 20250627 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250627 947.0 953.0 ... 7659.16 948.0 951.0 FG
32 FG508 20250627 1024.0 1039.0 ... 43521.58 1029.0 1024.0 FG
33 FG509 20250627 1013.0 1028.0 ... 3061282.26 1019.0 1014.0 FG
34 FG510 20250627 1043.0 1056.0 ... 30021.40 1048.0 1040.0 FG
35 FG511 20250627 1029.0 1044.0 ... 38007.30 1035.0 1028.0 FG
36 FG512 20250627 1086.0 1097.0 ... 1589.86 1087.0 1082.0 FG
37 FG601 20250627 1073.0 1086.0 ... 262678.72 1074.0 1068.0 FG
38 FG602 20250627 1104.0 1120.0 ... 512.93 1110.0 1101.0 FG
39 FG603 20250627 1099.0 1112.0 ... 679.55 1103.0 1097.0 FG
40 FG604 20250627 1123.0 1136.0 ... 430.98 1128.0 1120.0 FG
41 FG605 20250627 1113.0 1128.0 ... 6215.04 1119.0 1111.0 FG
42 FG606 20250627 1122.0 1138.0 ... 124.30 1130.0 1126.0 FG
43 JR507 20250627 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250627 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250627 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250627 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250627 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250627 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250627 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250627 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250627 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250627 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250627 2455.0 2461.0 ... 591.47 2434.0 2439.0 MA
54 MA508 20250627 2437.0 2452.0 ... 47343.41 2430.0 2423.0 MA
55 MA509 20250627 2417.0 2429.0 ... 2374059.13 2406.0 2402.0 MA
56 MA510 20250627 2422.0 2432.0 ... 38936.46 2413.0 2407.0 MA
57 MA511 20250627 2422.0 2436.0 ... 49589.86 2415.0 2411.0 MA
58 MA512 20250627 2432.0 2448.0 ... 1193.00 2435.0 2423.0 MA
59 MA601 20250627 2433.0 2444.0 ... 123323.94 2427.0 2424.0 MA
60 MA602 20250627 2406.0 2413.0 ... 262.24 2406.0 2394.0 MA
61 MA603 20250627 2400.0 2413.0 ... 120.09 2402.0 2393.0 MA
62 MA604 20250627 2374.0 2381.0 ... 42.68 2371.0 2371.0 MA
63 MA605 20250627 2343.0 2346.0 ... 2062.47 2333.0 2327.0 MA
64 MA606 20250627 2335.0 2335.0 ... 2.34 2335.0 2343.0 MA
65 OI507 20250627 9588.0 9608.0 ... 3402.50 9584.0 9576.0 OI
66 OI509 20250627 9494.0 9494.0 ... 2026945.72 9462.0 9458.0 OI
67 OI511 20250627 9468.0 9468.0 ... 80525.18 9440.0 9434.0 OI
68 OI601 20250627 9418.0 9418.0 ... 192684.71 9387.0 9382.0 OI
69 OI603 20250627 9352.0 9352.0 ... 643.95 9333.0 9324.0 OI
70 OI605 20250627 9235.0 9246.0 ... 987.83 9232.0 9228.0 OI
71 PF507 20250627 6638.0 6644.0 ... 3740.37 6620.0 6670.0 PF
72 PF508 20250627 6542.0 6562.0 ... 431418.23 6532.0 6576.0 PF
73 PF509 20250627 6450.0 6462.0 ... 168688.62 6442.0 6460.0 PF
74 PF510 20250627 6448.0 6466.0 ... 40934.27 6446.0 6460.0 PF
75 PF511 20250627 6400.0 6418.0 ... 23966.69 6402.0 6410.0 PF
76 PF512 20250627 6388.0 6388.0 ... 417.65 6376.0 6380.0 PF
77 PF601 20250627 6378.0 6400.0 ... 485.32 6386.0 6390.0 PF
78 PF602 20250627 6396.0 6396.0 ... 3.20 6396.0 6390.0 PF
79 PF603 20250627 6396.0 6396.0 ... 9.59 6396.0 6388.0 PF
80 PF604 20250627 6380.0 6380.0 ... 3.19 6380.0 6388.0 PF
81 PF605 20250627 6370.0 6370.0 ... 3.19 6370.0 6392.0 PF
82 PF606 20250627 6348.0 6348.0 ... 3.17 6348.0 6384.0 PF
83 PK510 20250627 8150.0 8184.0 ... 136464.01 8170.0 8180.0 PK
84 PK511 20250627 7924.0 7946.0 ... 50579.30 7932.0 7948.0 PK
85 PK512 20250627 7934.0 7950.0 ... 301.73 7940.0 7960.0 PK
86 PK601 20250627 7966.0 7968.0 ... 2974.39 7954.0 7968.0 PK
87 PK603 20250627 7966.0 7968.0 ... 55.68 7954.0 7974.0 PK
88 PK604 20250627 7974.0 7974.0 ... 43.77 7958.0 7970.0 PK
89 PK605 20250627 7984.0 7984.0 ... 437.62 7958.0 7972.0 PK
90 PM507 20250627 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250627 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250627 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250627 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250627 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250627 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250627 6024.0 6026.0 ... 5906.10 6012.0 6024.0 PR
97 PR508 20250627 5998.0 6022.0 ... 108047.69 6000.0 6006.0 PR
98 PR509 20250627 5918.0 5946.0 ... 401249.07 5928.0 5936.0 PR
99 PR510 20250627 5874.0 5900.0 ... 143366.41 5884.0 5894.0 PR
100 PR511 20250627 5850.0 5880.0 ... 175.73 5858.0 5858.0 PR
101 PR512 20250627 5830.0 5846.0 ... 52.51 5834.0 5848.0 PR
102 PR601 20250627 5838.0 5858.0 ... 3013.50 5824.0 5838.0 PR
103 PR602 20250627 0.0 0.0 ... 0.00 5876.0 5876.0 PR
104 PR603 20250627 5858.0 5868.0 ... 26.36 5860.0 5870.0 PR
105 PR604 20250627 5858.0 5874.0 ... 26.39 5864.0 5876.0 PR
106 PR605 20250627 5858.0 5858.0 ... 26.33 5852.0 5868.0 PR
107 PR606 20250627 0.0 0.0 ... 0.00 5848.0 5848.0 PR
108 PX507 20250627 6844.0 7230.0 ... 2505.18 6912.0 6848.0 PX
109 PX508 20250627 6788.0 6834.0 ... 70578.26 6802.0 6802.0 PX
110 PX509 20250627 6712.0 6760.0 ... 765808.10 6728.0 6710.0 PX
111 PX510 20250627 6638.0 6684.0 ... 59427.81 6652.0 6626.0 PX
112 PX511 20250627 6580.0 6636.0 ... 87061.90 6604.0 6580.0 PX
113 PX512 20250627 6584.0 6594.0 ... 75.61 6576.0 6568.0 PX
114 PX601 20250627 6512.0 6560.0 ... 21909.44 6530.0 6512.0 PX
115 PX602 20250627 0.0 0.0 ... 0.00 6520.0 6482.0 PX
116 PX603 20250627 6510.0 6510.0 ... 3.26 6510.0 6502.0 PX
117 PX604 20250627 0.0 0.0 ... 0.00 6494.0 6482.0 PX
118 PX605 20250627 6470.0 6498.0 ... 119.83 6478.0 6470.0 PX
119 PX606 20250627 6476.0 6476.0 ... 6.48 6476.0 6454.0 PX
120 RI507 20250627 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250627 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250627 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250627 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250627 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250627 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250627 2436.0 2444.0 ... 16201.58 2427.0 2440.0 RM
127 RM508 20250627 2558.0 2569.0 ... 12145.57 2552.0 2556.0 RM
128 RM509 20250627 2553.0 2562.0 ... 1116499.24 2543.0 2548.0 RM
129 RM511 20250627 2397.0 2400.0 ... 5769.00 2387.0 2417.0 RM
130 RM601 20250627 2308.0 2311.0 ... 178635.86 2295.0 2308.0 RM
131 RM603 20250627 2295.0 2297.0 ... 26500.62 2283.0 2293.0 RM
132 RM605 20250627 2330.0 2331.0 ... 14490.70 2324.0 2327.0 RM
133 RS507 20250627 4962.0 5040.0 ... 238.06 4960.0 4967.0 RS
134 RS508 20250627 5097.0 5149.0 ... 35.90 5129.0 5191.0 RS
135 RS509 20250627 5212.0 5230.0 ... 26.07 5214.0 5211.0 RS
136 RS511 20250627 0.0 0.0 ... 0.00 5260.0 5260.0 RS
137 SA507 20250627 1163.0 1188.0 ... 4821.05 1175.0 1162.0 SA
138 SA508 20250627 1180.0 1205.0 ... 19275.02 1194.0 1177.0 SA
139 SA509 20250627 1178.0 1205.0 ... 5006804.52 1192.0 1172.0 SA
140 SA510 20250627 1190.0 1214.0 ... 15246.71 1203.0 1188.0 SA
141 SA511 20250627 1185.0 1210.0 ... 9866.40 1199.0 1181.0 SA
142 SA512 20250627 1193.0 1220.0 ... 6991.07 1207.0 1191.0 SA
143 SA601 20250627 1172.0 1205.0 ... 907292.90 1190.0 1166.0 SA
144 SA602 20250627 1198.0 1223.0 ... 5888.58 1212.0 1192.0 SA
145 SA603 20250627 1195.0 1219.0 ... 6863.58 1209.0 1189.0 SA
146 SA604 20250627 1217.0 1233.0 ... 2152.27 1224.0 1212.0 SA
147 SA605 20250627 1206.0 1220.0 ... 28573.86 1212.0 1202.0 SA
148 SA606 20250627 1215.0 1234.0 ... 539.81 1227.0 1214.0 SA
149 SF507 20250627 5570.0 5618.0 ... 21507.19 5576.0 5550.0 SF
150 SF508 20250627 5450.0 5452.0 ... 65717.30 5418.0 5412.0 SF
151 SF509 20250627 5420.0 5422.0 ... 361640.36 5392.0 5380.0 SF
152 SF510 20250627 5320.0 5334.0 ... 70509.98 5302.0 5292.0 SF
153 SF511 20250627 5470.0 5470.0 ... 89270.55 5428.0 5416.0 SF
154 SF512 20250627 5418.0 5418.0 ... 64.64 5388.0 5362.0 SF
155 SF601 20250627 5380.0 5396.0 ... 4549.82 5370.0 5344.0 SF
156 SF602 20250627 5312.0 5324.0 ... 360.35 5300.0 5278.0 SF
157 SF603 20250627 5450.0 5452.0 ... 8.16 5442.0 5386.0 SF
158 SF604 20250627 0.0 0.0 ... 0.00 5378.0 5374.0 SF
159 SF605 20250627 5410.0 5416.0 ... 29.66 5394.0 5362.0 SF
160 SF606 20250627 5348.0 5348.0 ... 10.67 5336.0 5298.0 SF
161 SH507 20250627 2390.0 2414.0 ... 10887.37 2388.0 2380.0 SH
162 SH508 20250627 2293.0 2346.0 ... 316781.31 2314.0 2280.0 SH
163 SH509 20250627 2315.0 2349.0 ... 3856609.52 2330.0 2299.0 SH
164 SH510 20250627 2357.0 2383.0 ... 305402.70 2366.0 2340.0 SH
165 SH511 20250627 2346.0 2365.0 ... 183495.35 2351.0 2329.0 SH
166 SH512 20250627 2347.0 2363.0 ... 3767.44 2352.0 2329.0 SH
167 SH601 20250627 2303.0 2330.0 ... 80758.21 2316.0 2291.0 SH
168 SH602 20250627 2321.0 2343.0 ... 799.97 2339.0 2304.0 SH
169 SH603 20250627 2328.0 2349.0 ... 435.66 2342.0 2312.0 SH
170 SH604 20250627 2379.0 2388.0 ... 142.80 2380.0 2352.0 SH
171 SH605 20250627 2360.0 2388.0 ... 3389.52 2374.0 2349.0 SH
172 SH606 20250627 2383.0 2405.0 ... 201.16 2395.0 2362.0 SH
173 SM507 20250627 5668.0 5706.0 ... 5961.68 5640.0 5642.0 SM
174 SM508 20250627 5698.0 5722.0 ... 67803.39 5672.0 5658.0 SM
175 SM509 20250627 5700.0 5728.0 ... 590801.67 5684.0 5664.0 SM
176 SM510 20250627 5680.0 5694.0 ... 42559.00 5652.0 5628.0 SM
177 SM511 20250627 5750.0 5780.0 ... 54289.06 5734.0 5712.0 SM
178 SM512 20250627 5748.0 5754.0 ... 63.09 5736.0 5710.0 SM
179 SM601 20250627 5742.0 5756.0 ... 35370.92 5718.0 5694.0 SM
180 SM602 20250627 5742.0 5750.0 ... 214.96 5732.0 5698.0 SM
181 SM603 20250627 5748.0 5748.0 ... 146.15 5732.0 5722.0 SM
182 SM604 20250627 5752.0 5768.0 ... 157.70 5734.0 5722.0 SM
183 SM605 20250627 5754.0 5762.0 ... 671.21 5738.0 5704.0 SM
184 SM606 20250627 5752.0 5752.0 ... 20.08 5736.0 5710.0 SM
185 SR507 20250627 5784.0 5813.0 ... 3138.10 5801.0 5790.0 SR
186 SR509 20250627 5770.0 5805.0 ... 1237703.61 5787.0 5779.0 SR
187 SR511 20250627 5645.0 5682.0 ... 105110.62 5666.0 5656.0 SR
188 SR601 20250627 5586.0 5609.0 ... 148083.31 5591.0 5595.0 SR
189 SR603 20250627 5555.0 5580.0 ... 2815.56 5564.0 5570.0 SR
190 SR605 20250627 5541.0 5548.0 ... 8550.27 5534.0 5552.0 SR
191 TA507 20250627 4968.0 5012.0 ... 6502.47 4992.0 4974.0 TA
192 TA508 20250627 4870.0 4918.0 ... 85852.41 4894.0 4884.0 TA
193 TA509 20250627 4762.0 4790.0 ... 1904810.33 4768.0 4762.0 TA
194 TA510 20250627 4674.0 4702.0 ... 147211.51 4676.0 4676.0 TA
195 TA511 20250627 4634.0 4664.0 ... 75439.63 4640.0 4640.0 TA
196 TA512 20250627 4610.0 4630.0 ... 133.98 4620.0 4608.0 TA
197 TA601 20250627 4582.0 4614.0 ... 217858.53 4594.0 4588.0 TA
198 TA602 20250627 4598.0 4612.0 ... 78.12 4596.0 4594.0 TA
199 TA603 20250627 4602.0 4610.0 ... 69.01 4600.0 4594.0 TA
200 TA604 20250627 4590.0 4616.0 ... 20.73 4608.0 4606.0 TA
201 TA605 20250627 4618.0 4628.0 ... 1584.26 4612.0 4604.0 TA
202 TA606 20250627 4612.0 4622.0 ... 6.93 4618.0 4598.0 TA
203 UR507 20250627 1757.0 1757.0 ... 239.89 1738.0 1752.0 UR
204 UR508 20250627 1740.0 1753.0 ... 615.14 1738.0 1739.0 UR
205 UR509 20250627 1735.0 1740.0 ... 795294.73 1723.0 1720.0 UR
206 UR510 20250627 1724.0 1726.0 ... 771.69 1707.0 1706.0 UR
207 UR511 20250627 1717.0 1728.0 ... 133.64 1713.0 1713.0 UR
208 UR512 20250627 1710.0 1713.0 ... 27.32 1708.0 1704.0 UR
209 UR601 20250627 1684.0 1694.0 ... 61256.98 1685.0 1683.0 UR
210 UR602 20250627 1685.0 1690.0 ... 332.98 1682.0 1678.0 UR
211 UR603 20250627 1714.0 1714.0 ... 20.50 1709.0 1705.0 UR
212 UR604 20250627 1706.0 1710.0 ... 30.67 1704.0 1699.0 UR
213 UR605 20250627 1699.0 1703.0 ... 1714.18 1694.0 1692.0 UR
214 UR606 20250627 1692.0 1692.0 ... 81.06 1689.0 1684.0 UR
215 WH507 20250627 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250627 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250627 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250627 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250627 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250627 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC507 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC508 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC509 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC510 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC511 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC512 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC601 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC602 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC603 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC604 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC605 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC606 20250627 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-01 18:26:00,543 - future_1d - INFO - ak.get_czce_daily('2025-06-27') done
2025-07-01 18:26:02,269 - future_1d - INFO - save future_daily 2025-06-27 completed
symbol date open ... settle pre_settle variety
0 IC2507 20250630 5864.000 ... 5867.400 5829.800 IC
1 IC2508 20250630 5806.600 ... 5825.400 5793.000 IC
2 IC2509 20250630 5766.000 ... 5775.800 5748.400 IC
3 IC2512 20250630 5640.200 ... 5655.600 5635.000 IC
4 IF2507 20250630 3899.800 ... 3907.800 3895.600 IF
5 IF2508 20250630 3887.800 ... 3894.600 3884.400 IF
6 IF2509 20250630 3881.200 ... 3887.000 3878.200 IF
7 IF2512 20250630 3849.000 ... 3856.600 3849.000 IF
8 IH2507 20250630 2685.600 ... 2691.800 2684.200 IH
9 IH2508 20250630 2679.400 ... 2687.800 2681.400 IH
10 IH2509 20250630 2683.200 ... 2687.600 2681.800 IH
11 IH2512 20250630 2677.000 ... 2687.400 2683.000 IH
12 IM2507 20250630 6267.000 ... 6289.400 6234.600 IM
13 IM2508 20250630 6185.400 ... 6224.400 6178.200 IM
14 IM2509 20250630 6140.400 ... 6155.600 6118.800 IM
15 IM2512 20250630 5955.400 ... 5979.800 5952.600 IM
16 T2509 20250630 109.025 ... 108.900 109.070 T
17 T2512 20250630 109.050 ... 108.935 109.080 T
18 T2603 20250630 108.980 ... 108.910 109.065 T
19 TF2509 20250630 106.235 ... 106.145 106.265 TF
20 TF2512 20250630 106.310 ... 106.240 106.345 TF
21 TF2603 20250630 106.355 ... 106.295 106.375 TF
22 TL2509 20250630 120.760 ... 120.400 120.940 TL
23 TL2512 20250630 120.690 ... 120.260 120.800 TL
24 TL2603 20250630 120.420 ... 120.100 120.660 TL
25 TS2509 20250630 102.542 ... 102.496 102.546 TS
26 TS2512 20250630 102.674 ... 102.640 102.676 TS
27 TS2603 20250630 102.772 ... 102.748 102.776 TS
[28 rows x 12 columns]
2025-07-01 18:26:09,851 - future_1d - INFO - ak.get_cffex_daily('2025-06-30') done
symbol date open ... settle pre_settle variety
0 a2507 20250630 4196.0 ... 4209.00 4196.00 A
1 a2509 20250630 4141.0 ... 4147.00 4144.00 A
2 a2511 20250630 4078.0 ... 4080.00 4075.00 A
3 a2601 20250630 4062.0 ... 4062.00 4059.00 A
4 a2603 20250630 4049.0 ... 4050.00 4046.00 A
5 a2605 20250630 4083.0 ... 4084.00 4078.00 A
6 b2507 20250630 3528.0 ... 3479.00 3524.00 B
7 b2508 20250630 3579.0 ... 3578.00 3567.00 B
8 b2509 20250630 3601.0 ... 3611.00 3601.00 B
9 b2510 20250630 3645.0 ... 3660.00 3652.00 B
10 b2511 20250630 3663.0 ... 3667.00 3654.00 B
11 b2512 20250630 3680.0 ... 3675.00 3663.00 B
12 b2601 20250630 3663.0 ... 3662.00 3651.00 B
13 b2602 20250630 3623.0 ... 3622.00 3606.00 B
14 b2603 20250630 3525.0 ... 3523.00 3513.00 B
15 b2604 20250630 3433.0 ... 3432.00 3419.00 B
16 b2605 20250630 3373.0 ... 3378.00 3373.00 B
17 b2606 20250630 3379.0 ... 3379.00 3375.00 B
18 bb2509 20250630 153.0 ... 153.75 152.40 BB
19 bb2511 20250630 153.0 ... 152.70 151.75 BB
20 bb2601 20250630 0.0 ... 170.00 168.95 BB
21 bb2603 20250630 0.0 ... 170.10 169.05 BB
22 bb2605 20250630 0.0 ... 170.10 169.05 BB
23 c2507 20250630 2359.0 ... 2359.00 2356.00 C
24 c2509 20250630 2379.0 ... 2376.00 2378.00 C
25 c2511 20250630 2323.0 ... 2319.00 2319.00 C
26 c2601 20250630 2270.0 ... 2272.00 2272.00 C
27 c2603 20250630 2269.0 ... 2268.00 2266.00 C
28 c2605 20250630 2302.0 ... 2298.00 2298.00 C
29 cs2507 20250630 2738.0 ... 2750.00 2727.00 CS
30 cs2509 20250630 2740.0 ... 2731.00 2733.00 CS
31 cs2511 20250630 2679.0 ... 2673.00 2674.00 CS
32 cs2601 20250630 2669.0 ... 2671.00 2670.00 CS
33 cs2603 20250630 2651.0 ... 2652.00 2650.00 CS
34 cs2605 20250630 2683.0 ... 2687.00 2685.00 CS
35 eb2507 20250630 7420.0 ... 7429.00 7448.00 EB
36 eb2508 20250630 7287.0 ... 7306.00 7312.00 EB
37 eb2509 20250630 7200.0 ... 7223.00 7227.00 EB
38 eb2510 20250630 7153.0 ... 7139.00 7142.00 EB
39 eb2511 20250630 7060.0 ... 7066.00 7066.00 EB
40 eb2512 20250630 7025.0 ... 7030.00 7036.00 EB
41 eb2601 20250630 7020.0 ... 7031.00 7031.00 EB
42 eb2602 20250630 7012.0 ... 7031.00 7072.00 EB
43 eb2603 20250630 7033.0 ... 7038.00 7078.00 EB
44 eb2604 20250630 6994.0 ... 7026.00 7037.00 EB
45 eb2605 20250630 7074.0 ... 7039.00 7046.00 EB
46 eb2606 20250630 0.0 ... 6900.00 6900.00 EB
47 eg2507 20250630 4225.0 ... 4218.00 4233.00 EG
48 eg2508 20250630 4248.0 ... 4253.00 4262.00 EG
49 eg2509 20250630 4271.0 ... 4272.00 4279.00 EG
50 eg2510 20250630 4274.0 ... 4276.00 4280.00 EG
51 eg2511 20250630 4292.0 ... 4287.00 4299.00 EG
52 eg2512 20250630 4307.0 ... 4299.00 4306.00 EG
53 eg2601 20250630 4321.0 ... 4304.00 4319.00 EG
54 eg2602 20250630 4304.0 ... 4302.00 4310.00 EG
55 eg2603 20250630 4307.0 ... 4303.00 4325.00 EG
56 eg2604 20250630 4311.0 ... 4311.00 4347.00 EG
57 eg2605 20250630 4330.0 ... 4322.00 4319.00 EG
58 eg2606 20250630 0.0 ... 4337.00 4337.00 EG
59 fb2507 20250630 1360.0 ... 1341.50 1313.50 FB
60 fb2508 20250630 1311.0 ... 1309.00 1305.50 FB
61 fb2509 20250630 1305.5 ... 1303.00 1301.50 FB
62 fb2510 20250630 1327.5 ... 1322.50 1326.50 FB
63 fb2511 20250630 1325.5 ... 1322.50 1324.50 FB
64 fb2512 20250630 1326.0 ... 1323.50 1323.50 FB
65 fb2601 20250630 1284.5 ... 1284.50 1309.00 FB
66 fb2602 20250630 0.0 ... 1295.50 1295.50 FB
67 fb2603 20250630 0.0 ... 1313.50 1313.50 FB
68 fb2604 20250630 0.0 ... 1310.50 1310.50 FB
69 fb2605 20250630 0.0 ... 1292.50 1292.50 FB
70 fb2606 20250630 0.0 ... 1292.50 1292.50 FB
71 i2507 20250630 726.5 ... 723.50 724.50 I
72 i2508 20250630 722.5 ... 725.00 723.00 I
73 i2509 20250630 718.5 ... 718.00 714.00 I
74 i2510 20250630 710.0 ... 712.00 708.00 I
75 i2511 20250630 705.5 ... 706.50 703.50 I
76 i2512 20250630 699.5 ... 698.50 696.50 I
77 i2601 20250630 692.0 ... 692.50 688.00 I
78 i2602 20250630 688.0 ... 689.00 685.00 I
79 i2603 20250630 684.5 ... 687.00 681.00 I
80 i2604 20250630 680.5 ... 682.50 677.50 I
81 i2605 20250630 673.5 ... 675.00 669.50 I
82 i2606 20250630 667.5 ... 669.00 665.00 I
83 j2507 20250630 1310.5 ... 1324.00 1339.00 J
84 j2508 20250630 1388.5 ... 1395.00 1377.50 J
85 j2509 20250630 1420.0 ... 1423.50 1410.50 J
86 j2510 20250630 1452.5 ... 1441.00 1421.00 J
87 j2511 20250630 1449.0 ... 1449.00 1441.50 J
88 j2512 20250630 1462.0 ... 1465.50 1444.00 J
89 j2601 20250630 1458.5 ... 1464.00 1451.00 J
90 j2602 20250630 1472.5 ... 1472.50 1456.50 J
91 j2603 20250630 0.0 ... 1470.00 1470.00 J
92 j2604 20250630 1497.5 ... 1497.50 1464.00 J
93 j2605 20250630 1499.0 ... 1505.00 1484.00 J
94 j2606 20250630 0.0 ... 1474.00 1474.00 J
95 jd2507 20250630 2780.0 ... 2776.00 2810.00 JD
96 jd2508 20250630 3520.0 ... 3539.00 3542.00 JD
97 jd2509 20250630 3654.0 ... 3673.00 3664.00 JD
98 jd2510 20250630 3373.0 ... 3401.00 3371.00 JD
99 jd2511 20250630 3398.0 ... 3418.00 3401.00 JD
100 jd2512 20250630 3579.0 ... 3592.00 3579.00 JD
101 jd2601 20250630 3645.0 ... 3647.00 3639.00 JD
102 jd2602 20250630 3198.0 ... 3204.00 3196.00 JD
103 jd2603 20250630 3200.0 ... 3205.00 3194.00 JD
104 jd2604 20250630 3331.0 ... 3337.00 3327.00 JD
105 jd2605 20250630 3414.0 ... 3416.00 3401.00 JD
106 jd2606 20250630 3262.0 ... 3257.00 3236.00 JD
107 jm2507 20250630 813.5 ... 824.00 810.50 JM
108 jm2508 20250630 827.0 ... 817.00 809.00 JM
109 jm2509 20250630 847.0 ... 842.50 834.00 JM
110 jm2510 20250630 856.0 ... 853.50 844.50 JM
111 jm2511 20250630 867.0 ... 864.00 854.00 JM
112 jm2512 20250630 881.5 ... 874.50 866.00 JM
113 jm2601 20250630 888.0 ... 886.00 875.00 JM
114 jm2602 20250630 898.0 ... 891.50 879.00 JM
115 jm2603 20250630 900.0 ... 897.00 883.00 JM
116 jm2604 20250630 906.0 ... 903.50 895.00 JM
117 jm2605 20250630 913.0 ... 913.00 899.00 JM
118 jm2606 20250630 921.5 ... 918.50 909.50 JM
119 l2507 20250630 7376.0 ... 7337.00 7344.00 L
120 l2508 20250630 7316.0 ... 7297.00 7321.00 L
121 l2509 20250630 7302.0 ... 7286.00 7308.00 L
122 l2510 20250630 7267.0 ... 7256.00 7271.00 L
123 l2511 20250630 7258.0 ... 7246.00 7260.00 L
124 l2512 20250630 7250.0 ... 7249.00 7259.00 L
125 l2601 20250630 7227.0 ... 7236.00 7251.00 L
126 l2602 20250630 7227.0 ... 7229.00 7228.00 L
127 l2603 20250630 0.0 ... 7208.00 7208.00 L
128 l2604 20250630 0.0 ... 7265.00 7265.00 L
129 l2605 20250630 7231.0 ... 7215.00 7231.00 L
130 l2606 20250630 0.0 ... 7229.00 7229.00 L
131 lg2507 20250630 822.0 ... 820.00 818.00 LG
132 lg2509 20250630 792.0 ... 792.50 789.00 LG
133 lg2511 20250630 786.5 ... 785.00 784.50 LG
134 lg2601 20250630 786.5 ... 785.50 786.50 LG
135 lg2603 20250630 790.5 ... 787.50 787.00 LG
136 lg2605 20250630 784.5 ... 788.00 788.50 LG
137 lh2507 20250630 13650.0 ... 13825.00 13625.00 LH
138 lh2509 20250630 14020.0 ... 13890.00 13990.00 LH
139 lh2511 20250630 13450.0 ... 13365.00 13445.00 LH
140 lh2601 20250630 13570.0 ... 13505.00 13550.00 LH
141 lh2603 20250630 12820.0 ... 12800.00 12795.00 LH
142 lh2605 20250630 13000.0 ... 12975.00 12980.00 LH
143 m2507 20250630 2821.0 ... 2843.00 2809.00 M
144 m2508 20250630 2930.0 ... 2943.00 2923.00 M
145 m2509 20250630 2942.0 ... 2958.00 2938.00 M
146 m2511 20250630 2988.0 ... 2997.00 2975.00 M
147 m2512 20250630 3012.0 ... 3020.00 3005.00 M
148 m2601 20250630 2985.0 ... 2995.00 2982.00 M
149 m2603 20250630 2850.0 ... 2851.00 2843.00 M
150 m2605 20250630 2710.0 ... 2711.00 2706.00 M
151 p2507 20250630 8418.0 ... 8398.00 8424.00 P
152 p2508 20250630 8414.0 ... 8368.00 8410.00 P
153 p2509 20250630 8366.0 ... 8312.00 8366.00 P
154 p2510 20250630 8370.0 ... 8308.00 8364.00 P
155 p2511 20250630 8324.0 ... 8318.00 8358.00 P
156 p2512 20250630 8366.0 ... 8320.00 8360.00 P
157 p2601 20250630 8392.0 ... 8326.00 8370.00 P
158 p2602 20250630 8308.0 ... 8294.00 8350.00 P
159 p2603 20250630 8300.0 ... 8274.00 8312.00 P
160 p2604 20250630 8208.0 ... 8208.00 8276.00 P
161 p2605 20250630 8250.0 ... 8212.00 8250.00 P
162 p2606 20250630 8188.0 ... 8184.00 8258.00 P
163 pg2507 20250630 4259.0 ... 4235.00 4256.00 PG
164 pg2508 20250630 4254.0 ... 4230.00 4249.00 PG
165 pg2509 20250630 4162.0 ... 4136.00 4149.00 PG
166 pg2510 20250630 4532.0 ... 4507.00 4526.00 PG
167 pg2511 20250630 4447.0 ... 4421.00 4436.00 PG
168 pg2512 20250630 4369.0 ... 4344.00 4362.00 PG
169 pg2601 20250630 4279.0 ... 4266.00 4284.00 PG
170 pg2602 20250630 4202.0 ... 4201.00 4208.00 PG
171 pg2603 20250630 4118.0 ... 4109.00 4116.00 PG
172 pg2604 20250630 4410.0 ... 4394.00 4406.00 PG
173 pg2605 20250630 4300.0 ... 4296.00 4299.00 PG
174 pg2606 20250630 0.0 ... 4254.00 4255.00 PG
175 pp2507 20250630 7112.0 ... 7108.00 7121.00 PP
176 pp2508 20250630 7113.0 ... 7109.00 7126.00 PP
177 pp2509 20250630 7098.0 ... 7092.00 7112.00 PP
178 pp2510 20250630 7053.0 ... 7045.00 7064.00 PP
179 pp2511 20250630 7052.0 ... 7039.00 7061.00 PP
180 pp2512 20250630 7045.0 ... 7033.00 7052.00 PP
181 pp2601 20250630 7053.0 ... 7028.00 7051.00 PP
182 pp2602 20250630 6986.0 ... 6986.00 7024.00 PP
183 pp2603 20250630 0.0 ... 7006.00 7006.00 PP
184 pp2604 20250630 0.0 ... 7044.00 7044.00 PP
185 pp2605 20250630 7037.0 ... 7012.00 7037.00 PP
186 pp2606 20250630 0.0 ... 7046.00 7046.00 PP
187 rr2507 20250630 3590.0 ... 3578.00 3589.00 RR
188 rr2508 20250630 3586.0 ... 3585.00 3587.00 RR
189 rr2509 20250630 3608.0 ... 3607.00 3607.00 RR
190 rr2510 20250630 3591.0 ... 3591.00 3596.00 RR
191 rr2511 20250630 3596.0 ... 3596.00 3601.00 RR
192 rr2512 20250630 0.0 ... 3605.00 3605.00 RR
193 rr2601 20250630 3603.0 ... 3606.00 3608.00 RR
194 rr2602 20250630 3606.0 ... 3609.00 3613.00 RR
195 rr2603 20250630 0.0 ... 3605.00 3605.00 RR
196 rr2604 20250630 3602.0 ... 3603.00 3618.00 RR
197 rr2605 20250630 0.0 ... 3601.00 3601.00 RR
198 rr2606 20250630 0.0 ... 3606.00 3606.00 RR
199 v2507 20250630 4857.0 ... 4853.00 4847.00 V
200 v2508 20250630 4883.0 ... 4890.00 4880.00 V
201 v2509 20250630 4920.0 ... 4924.00 4911.00 V
202 v2510 20250630 4943.0 ... 4951.00 4932.00 V
203 v2511 20250630 4969.0 ... 4978.00 4964.00 V
204 v2512 20250630 4991.0 ... 5003.00 4987.00 V
205 v2601 20250630 5009.0 ... 5016.00 4995.00 V
206 v2602 20250630 5035.0 ... 5017.00 5023.00 V
207 v2603 20250630 5053.0 ... 5046.00 5036.00 V
208 v2604 20250630 5138.0 ... 5129.00 5114.00 V
209 v2605 20250630 5132.0 ... 5155.00 5124.00 V
210 v2606 20250630 5155.0 ... 5166.00 5132.00 V
211 y2507 20250630 8114.0 ... 8068.00 8114.00 Y
212 y2508 20250630 8062.0 ... 8026.00 8064.00 Y
213 y2509 20250630 7994.0 ... 7974.00 8002.00 Y
214 y2511 20250630 7996.0 ... 7980.00 8004.00 Y
215 y2512 20250630 8020.0 ... 8000.00 8018.00 Y
216 y2601 20250630 7958.0 ... 7930.00 7944.00 Y
217 y2603 20250630 7798.0 ... 7796.00 7786.00 Y
218 y2605 20250630 7598.0 ... 7598.00 7592.00 Y
[219 rows x 12 columns]
2025-07-01 18:26:10,323 - future_1d - INFO - ak.get_dce_daily('2025-06-30') done
symbol date open ... settle pre_settle variety
0 SC2507 20250630 ... 496.6 496.6 SC
1 SC2508 20250630 498.6 ... 496.1 502.2 SC
2 SC2509 20250630 491.2 ... 490.3 492.7 SC
3 SC2510 20250630 486.1 ... 484.8 487.6 SC
4 SC2511 20250630 484.2 ... 481.7 485.8 SC
5 SC2512 20250630 486.5 ... 480 483.3 SC
6 SC2601 20250630 480 ... 478.4 481.8 SC
7 SC2602 20250630 479 ... 476.9 480.4 SC
8 SC2603 20250630 477.7 ... 476.5 478.5 SC
9 SC2604 20250630 479.3 ... 474.9 477.2 SC
10 SC2605 20250630 481 ... 473.2 476.5 SC
11 SC2606 20250630 470.6 ... 472.6 474.3 SC
12 SC2609 20250630 ... 472.5 472.5 SC
13 SC2612 20250630 ... 470.6 470.6 SC
14 SC2703 20250630 ... 468.4 468.4 SC
15 SC2706 20250630 453.6 ... 466.8 474 SC
16 SC2709 20250630 ... 465.7 465.7 SC
17 SC2712 20250630 ... 465.8 465.8 SC
18 SC2803 20250630 460 ... 461.3 466.5 SC
19 SC2806 20250630 ... 465.6 465.6 SC
21 LU2507 20250630 3557 ... 3557 3557 LU
22 LU2508 20250630 3631 ... 3621 3655 LU
23 LU2509 20250630 3603 ... 3591 3603 LU
24 LU2510 20250630 3568 ... 3564 3568 LU
25 LU2511 20250630 3550 ... 3543 3539 LU
26 LU2512 20250630 3533 ... 3514 3504 LU
27 LU2601 20250630 3529 ... 3518 3509 LU
28 LU2602 20250630 3506 ... 3507 3476 LU
29 LU2603 20250630 3484 ... 3487 3449 LU
30 LU2604 20250630 3472 ... 3472 3439 LU
31 LU2605 20250630 3457 ... 3437 3419 LU
32 LU2606 20250630 3417 ... 3416 3418 LU
34 NR2507 20250630 12185 ... 12130 12135 NR
35 NR2508 20250630 12185 ... 12170 12180 NR
36 NR2509 20250630 12100 ... 12125 12130 NR
37 NR2510 20250630 12110 ... 12115 12120 NR
38 NR2511 20250630 12120 ... 12130 12130 NR
39 NR2512 20250630 12100 ... 12130 12125 NR
40 NR2601 20250630 12160 ... 12115 12135 NR
41 NR2602 20250630 12180 ... 12180 12160 NR
42 NR2603 20250630 12115 ... 12115 12210 NR
43 NR2604 20250630 12200 ... 12200 12055 NR
44 NR2605 20250630 12225 ... 12225 12300 NR
45 NR2606 20250630 ... 12260 12260 NR
47 BC2507 20250630 71070 ... 71090 71170 BC
48 BC2508 20250630 70840 ... 71100 71090 BC
49 BC2509 20250630 70460 ... 70860 70850 BC
50 BC2510 20250630 ... 70700 70600 BC
51 BC2511 20250630 ... 69520 69510 BC
52 BC2512 20250630 ... 69450 69450 BC
53 BC2601 20250630 ... 69570 69570 BC
54 BC2602 20250630 ... 69410 69410 BC
55 BC2603 20250630 ... 69290 69290 BC
56 BC2604 20250630 ... 69760 69760 BC
57 BC2605 20250630 ... 68610 68610 BC
58 BC2606 20250630 ... 68610 68610 BC
60 EC2506 20250630 1889 ... 1889.1 1886.6 EC
61 EC2508 20250630 1810 ... 1767.1 1795.9 EC
62 EC2510 20250630 1328.1 ... 1339.8 1334.8 EC
63 EC2512 20250630 1496 ... 1498 1491.1 EC
64 EC2602 20250630 1321.8 ... 1316.5 1320.4 EC
65 EC2604 20250630 1177.9 ... 1169 1168.3 EC
68 SC_TAS2508 20250630 ... SC_TAS
69 SC_TAS2509 20250630 ... SC_TAS
70 SC_TAS2510 20250630 ... SC_TAS
[65 rows x 12 columns]
2025-07-01 18:26:10,388 - future_1d - INFO - ak.get_ine_daily('2025-06-30') done
index symbol date ... settle pre_settle variety
0 0 CU2507 20250630 ... 79970 79890 CU
1 1 CU2508 20250630 ... 79770 79740 CU
2 2 CU2509 20250630 ... 79620 79590 CU
3 3 CU2510 20250630 ... 79410 79370 CU
4 4 CU2511 20250630 ... 79180 79190 CU
5 5 CU2512 20250630 ... 78930 78940 CU
6 6 CU2601 20250630 ... 78750 78750 CU
7 7 CU2602 20250630 ... 78560 78640 CU
8 8 CU2603 20250630 ... 78430 78480 CU
9 9 CU2604 20250630 ... 78380 78380 CU
10 10 CU2605 20250630 ... 78350 78320 CU
11 11 CU2606 20250630 ... 78290 78260 CU
12 12 BC2507 20250630 ... 71090 71170 BC
13 13 BC2508 20250630 ... 71100 71090 BC
14 14 BC2509 20250630 ... 70860 70850 BC
15 15 BC2510 20250630 ... 70700 70600 BC
16 16 BC2511 20250630 ... 69520 69510 BC
17 17 BC2512 20250630 ... 69450 69450 BC
18 18 BC2601 20250630 ... 69570 69570 BC
19 19 BC2602 20250630 ... 69410 69410 BC
20 20 BC2603 20250630 ... 69290 69290 BC
21 21 BC2604 20250630 ... 69760 69760 BC
22 22 BC2605 20250630 ... 68610 68610 BC
23 23 BC2606 20250630 ... 68610 68610 BC
24 24 AL2507 20250630 ... 20735 20740 AL
25 25 AL2508 20250630 ... 20550 20575 AL
26 26 AL2509 20250630 ... 20455 20485 AL
27 27 AL2510 20250630 ... 20360 20400 AL
28 28 AL2511 20250630 ... 20235 20275 AL
29 29 AL2512 20250630 ... 20115 20145 AL
30 30 AL2601 20250630 ... 20055 20090 AL
31 31 AL2602 20250630 ... 20030 20070 AL
32 32 AL2603 20250630 ... 20020 20055 AL
33 33 AL2604 20250630 ... 20020 20050 AL
34 34 AL2605 20250630 ... 20050 20070 AL
35 35 AL2606 20250630 ... 20045 20055 AL
36 36 ZN2507 20250630 ... 22490 22510 ZN
37 37 ZN2508 20250630 ... 22435 22425 ZN
38 38 ZN2509 20250630 ... 22390 22345 ZN
39 39 ZN2510 20250630 ... 22330 22285 ZN
40 40 ZN2511 20250630 ... 22250 22200 ZN
41 41 ZN2512 20250630 ... 22200 22110 ZN
42 42 ZN2601 20250630 ... 22130 22045 ZN
43 43 ZN2602 20250630 ... 22100 21985 ZN
44 44 ZN2603 20250630 ... 22000 21970 ZN
45 45 ZN2604 20250630 ... 22025 21965 ZN
46 46 ZN2605 20250630 ... 22010 21940 ZN
47 47 ZN2606 20250630 ... 22010 21885 ZN
48 48 PB2507 20250630 ... 17100 17155 PB
49 49 PB2508 20250630 ... 17145 17195 PB
50 50 PB2509 20250630 ... 17170 17210 PB
51 51 PB2510 20250630 ... 17165 17225 PB
52 52 PB2511 20250630 ... 17150 17205 PB
53 53 PB2512 20250630 ... 17125 17210 PB
54 54 PB2601 20250630 ... 17155 17195 PB
55 55 PB2602 20250630 ... 17150 17200 PB
56 56 PB2603 20250630 ... 17150 17225 PB
57 57 PB2604 20250630 ... 17165 17165 PB
58 58 PB2605 20250630 ... 17155 17155 PB
59 59 PB2606 20250630 ... 17185 17185 PB
60 60 NI2507 20250630 ... 120740 120500 NI
61 61 NI2508 20250630 ... 120970 120630 NI
62 62 NI2509 20250630 ... 121030 120740 NI
63 63 NI2510 20250630 ... 121150 120850 NI
64 64 NI2511 20250630 ... 121340 121070 NI
65 65 NI2512 20250630 ... 121630 121260 NI
66 66 NI2601 20250630 ... 121770 121460 NI
67 67 NI2602 20250630 ... 121840 121640 NI
68 68 NI2603 20250630 ... 122170 121870 NI
69 69 NI2604 20250630 ... 122640 122200 NI
70 70 NI2605 20250630 ... 122520 122300 NI
71 71 NI2606 20250630 ... 122680 122640 NI
72 72 SN2507 20250630 ... 267860 269490 SN
73 73 SN2508 20250630 ... 268140 269730 SN
74 74 SN2509 20250630 ... 268090 269500 SN
75 75 SN2510 20250630 ... 267790 269350 SN
76 76 SN2511 20250630 ... 267280 269020 SN
77 77 SN2512 20250630 ... 266680 267930 SN
78 78 SN2601 20250630 ... 266910 269060 SN
79 79 SN2602 20250630 ... 267310 269180 SN
80 80 SN2603 20250630 ... 267190 269160 SN
81 81 SN2604 20250630 ... 266590 268950 SN
82 82 SN2605 20250630 ... 266070 268090 SN
83 83 SN2606 20250630 ... 266430 267450 SN
84 84 AO2507 20250630 ... 3106 3075 AO
85 85 AO2508 20250630 ... 3023 3010 AO
86 86 AO2509 20250630 ... 2987 2978 AO
87 87 AO2510 20250630 ... 2959 2951 AO
88 88 AO2511 20250630 ... 2949 2942 AO
89 89 AO2512 20250630 ... 2943 2935 AO
90 90 AO2601 20250630 ... 2933 2924 AO
91 91 AO2602 20250630 ... 2932 2928 AO
92 92 AO2603 20250630 ... 2926 2906 AO
93 93 AO2604 20250630 ... 2924 2906 AO
94 94 AO2605 20250630 ... 2918 2909 AO
95 95 AO2606 20250630 ... 2913 2903 AO
96 96 AD2511 20250630 ... 19775 19805 AD
97 97 AD2512 20250630 ... 19695 19700 AD
98 98 AD2601 20250630 ... 19625 19610 AD
99 99 AD2602 20250630 ... 19570 19535 AD
100 100 AD2603 20250630 ... 19490 19435 AD
101 101 AD2604 20250630 ... 19360 19360 AD
102 102 AD2605 20250630 ... 19410 19425 AD
103 103 AD2606 20250630 ... 19415 19415 AD
104 104 AU2507 20250630 ... 761.7 769.52 AU
105 105 AU2508 20250630 ... 762.5 770.14 AU
106 106 AU2509 20250630 ... 763.52 771.26 AU
107 107 AU2510 20250630 ... 764.86 772.44 AU
108 108 AU2512 20250630 ... 766.6 773.94 AU
109 109 AU2602 20250630 ... 768.48 775.9 AU
110 110 AU2604 20250630 ... 770.68 778.04 AU
111 111 AU2606 20250630 ... 773.18 779.02 AU
112 112 AG2507 20250630 ... 8705 8799 AG
113 113 AG2508 20250630 ... 8713 8810 AG
114 114 AG2509 20250630 ... 8724 8820 AG
115 115 AG2510 20250630 ... 8738 8831 AG
116 116 AG2511 20250630 ... 8742 8838 AG
117 117 AG2512 20250630 ... 8756 8849 AG
118 118 AG2601 20250630 ... 8763 8861 AG
119 119 AG2602 20250630 ... 8772 8873 AG
120 120 AG2603 20250630 ... 8786 8884 AG
121 121 AG2604 20250630 ... 8800 8897 AG
122 122 AG2605 20250630 ... 8815 8910 AG
123 123 AG2606 20250630 ... 8829 8926 AG
124 124 RB2507 20250630 ... 2999 2994 RB
125 125 RB2508 20250630 ... 2975 2958 RB
126 126 RB2509 20250630 ... 2971 2958 RB
127 127 RB2510 20250630 ... 3009 2990 RB
128 128 RB2511 20250630 ... 3015 2996 RB
129 129 RB2512 20250630 ... 3024 3007 RB
130 130 RB2601 20250630 ... 3023 2997 RB
131 131 RB2602 20250630 ... 3010 2990 RB
132 132 RB2603 20250630 ... 3009 2991 RB
133 133 RB2604 20250630 ... 3033 3010 RB
134 134 RB2605 20250630 ... 3026 3001 RB
135 135 RB2606 20250630 ... 3032 2997 RB
136 136 WR2507 20250630 ... 3356 3338 WR
137 137 WR2508 20250630 ... 3359 3359 WR
138 138 WR2509 20250630 ... 3245 3241 WR
139 139 WR2510 20250630 ... 3328 3322 WR
140 140 WR2511 20250630 ... 3361 3361 WR
141 141 WR2512 20250630 ... 3337 3316 WR
142 142 WR2601 20250630 ... 3330 3330 WR
143 143 WR2602 20250630 ... 3396 3396 WR
144 144 WR2603 20250630 ... 3387 3387 WR
145 145 WR2604 20250630 ... 3392 3392 WR
146 146 WR2605 20250630 ... 3369 3369 WR
147 147 WR2606 20250630 ... 3373 3366 WR
148 148 HC2507 20250630 ... 3147 3143 HC
149 149 HC2508 20250630 ... 3151 3139 HC
150 150 HC2509 20250630 ... 3141 3128 HC
151 151 HC2510 20250630 ... 3134 3119 HC
152 152 HC2511 20250630 ... 3137 3122 HC
153 153 HC2512 20250630 ... 3147 3134 HC
154 154 HC2601 20250630 ... 3140 3121 HC
155 155 HC2602 20250630 ... 3150 3130 HC
156 156 HC2603 20250630 ... 3154 3135 HC
157 157 HC2604 20250630 ... 3155 3136 HC
158 158 HC2605 20250630 ... 3142 3122 HC
159 159 HC2606 20250630 ... 3151 3129 HC
160 160 SS2507 20250630 ... 12580 12530 SS
161 161 SS2508 20250630 ... 12670 12590 SS
162 162 SS2509 20250630 ... 12620 12555 SS
163 163 SS2510 20250630 ... 12580 12515 SS
164 164 SS2511 20250630 ... 12595 12515 SS
165 165 SS2512 20250630 ... 12600 12530 SS
166 166 SS2601 20250630 ... 12635 12570 SS
167 167 SS2602 20250630 ... 12680 12620 SS
168 168 SS2603 20250630 ... 12700 12670 SS
169 169 SS2604 20250630 ... 12730 12665 SS
170 170 SS2605 20250630 ... 12765 12705 SS
171 171 SS2606 20250630 ... 12785 12720 SS
172 172 SC2507 20250630 ... 496.6 496.6 SC
173 173 SC2508 20250630 ... 496.1 502.2 SC
174 174 SC2509 20250630 ... 490.3 492.7 SC
175 175 SC2510 20250630 ... 484.8 487.6 SC
176 176 SC2511 20250630 ... 481.7 485.8 SC
177 177 SC2512 20250630 ... 480 483.3 SC
178 178 SC2601 20250630 ... 478.4 481.8 SC
179 179 SC2602 20250630 ... 476.9 480.4 SC
180 180 SC2603 20250630 ... 476.5 478.5 SC
181 181 SC2604 20250630 ... 474.9 477.2 SC
182 182 SC2605 20250630 ... 473.2 476.5 SC
183 183 SC2606 20250630 ... 472.6 474.3 SC
184 184 SC2609 20250630 ... 472.5 472.5 SC
185 185 SC2612 20250630 ... 470.6 470.6 SC
186 186 SC2703 20250630 ... 468.4 468.4 SC
187 187 SC2706 20250630 ... 466.8 474 SC
188 188 SC2709 20250630 ... 465.7 465.7 SC
189 189 SC2712 20250630 ... 465.8 465.8 SC
190 190 SC2803 20250630 ... 461.3 466.5 SC
191 191 SC2806 20250630 ... 465.6 465.6 SC
192 192 LU2507 20250630 ... 3557 3557 LU
193 193 LU2508 20250630 ... 3621 3655 LU
194 194 LU2509 20250630 ... 3591 3603 LU
195 195 LU2510 20250630 ... 3564 3568 LU
196 196 LU2511 20250630 ... 3543 3539 LU
197 197 LU2512 20250630 ... 3514 3504 LU
198 198 LU2601 20250630 ... 3518 3509 LU
199 199 LU2602 20250630 ... 3507 3476 LU
200 200 LU2603 20250630 ... 3487 3449 LU
201 201 LU2604 20250630 ... 3472 3439 LU
202 202 LU2605 20250630 ... 3437 3419 LU
203 203 LU2606 20250630 ... 3416 3418 LU
204 204 FU2507 20250630 ... 2874 2930 FU
205 205 FU2508 20250630 ... 2964 2989 FU
206 206 FU2509 20250630 ... 2990 3005 FU
207 207 FU2510 20250630 ... 2935 2954 FU
208 208 FU2511 20250630 ... 2892 2910 FU
209 209 FU2512 20250630 ... 2863 2884 FU
210 210 FU2601 20250630 ... 2849 2858 FU
211 211 FU2602 20250630 ... 2827 2838 FU
212 212 FU2603 20250630 ... 2819 2831 FU
213 213 FU2604 20250630 ... 2806 2818 FU
214 214 FU2605 20250630 ... 2800 2807 FU
215 215 FU2606 20250630 ... 2788 2795 FU
216 216 BU2507 20250630 ... 3570 3571 BU
217 217 BU2508 20250630 ... 3567 3569 BU
218 218 BU2509 20250630 ... 3556 3559 BU
219 219 BU2510 20250630 ... 3514 3522 BU
220 220 BU2511 20250630 ... 3450 3466 BU
221 221 BU2512 20250630 ... 3376 3390 BU
222 222 BU2601 20250630 ... 3338 3350 BU
223 223 BU2602 20250630 ... 3309 3341 BU
224 224 BU2603 20250630 ... 3310 3327 BU
225 225 BU2604 20250630 ... 3299 3306 BU
226 226 BU2605 20250630 ... 3282 3295 BU
227 227 BU2606 20250630 ... 3259 3275 BU
228 228 BU2609 20250630 ... 3249 3277 BU
229 229 BU2612 20250630 ... 3219 3250 BU
230 230 BU2703 20250630 ... 3229 3247 BU
231 231 BU2706 20250630 ... 3235 3250 BU
232 232 BR2507 20250630 ... 11360 11305 BR
233 233 BR2508 20250630 ... 11270 11210 BR
234 234 BR2509 20250630 ... 11165 11120 BR
235 235 BR2510 20250630 ... 11130 11085 BR
236 236 BR2511 20250630 ... 11095 11075 BR
237 237 BR2512 20250630 ... 11070 11055 BR
238 238 BR2601 20250630 ... 11035 11000 BR
239 239 BR2602 20250630 ... 11020 11030 BR
240 240 BR2603 20250630 ... 11025 11025 BR
241 241 BR2604 20250630 ... 11045 10995 BR
242 242 BR2605 20250630 ... 11060 11015 BR
243 243 BR2606 20250630 ... 11035 11040 BR
244 244 RU2507 20250630 ... 13935 13965 RU
245 245 RU2508 20250630 ... 13985 14020 RU
246 246 RU2509 20250630 ... 14010 14045 RU
247 247 RU2510 20250630 ... 14020 14080 RU
248 248 RU2511 20250630 ... 14005 14050 RU
249 249 RU2601 20250630 ... 14850 14885 RU
250 250 RU2603 20250630 ... 14890 14885 RU
251 251 RU2604 20250630 ... 14880 14915 RU
252 252 RU2605 20250630 ... 14895 14925 RU
253 253 RU2606 20250630 ... 14915 14915 RU
254 254 NR2507 20250630 ... 12130 12135 NR
255 255 NR2508 20250630 ... 12170 12180 NR
256 256 NR2509 20250630 ... 12125 12130 NR
257 257 NR2510 20250630 ... 12115 12120 NR
258 258 NR2511 20250630 ... 12130 12130 NR
259 259 NR2512 20250630 ... 12130 12125 NR
260 260 NR2601 20250630 ... 12115 12135 NR
261 261 NR2602 20250630 ... 12180 12160 NR
262 262 NR2603 20250630 ... 12115 12210 NR
263 263 NR2604 20250630 ... 12200 12055 NR
264 264 NR2605 20250630 ... 12225 12300 NR
265 265 NR2606 20250630 ... 12260 12260 NR
266 266 SP2507 20250630 ... 5048 5082 SP
267 267 SP2508 20250630 ... 5068 5088 SP
268 268 SP2509 20250630 ... 5066 5088 SP
269 269 SP2510 20250630 ... 5064 5080 SP
270 270 SP2511 20250630 ... 5052 5068 SP
271 271 SP2512 20250630 ... 5050 5070 SP
272 272 SP2601 20250630 ... 5262 5296 SP
273 273 SP2602 20250630 ... 5198 5234 SP
274 274 SP2603 20250630 ... 5186 5226 SP
275 275 SP2604 20250630 ... 5190 5230 SP
276 276 SP2605 20250630 ... 5198 5234 SP
277 277 SP2606 20250630 ... 5200 5214 SP
278 278 EC2506 20250630 ... 1889.1 1886.6 EC
279 279 EC2508 20250630 ... 1767.1 1795.9 EC
280 280 EC2510 20250630 ... 1339.8 1334.8 EC
281 281 EC2512 20250630 ... 1498 1491.1 EC
282 282 EC2602 20250630 ... 1316.5 1320.4 EC
283 283 EC2604 20250630 ... 1169 1168.3 EC
284 284 SC_TAS2508 20250630 ... SC_TAS
285 285 SC_TAS2509 20250630 ... SC_TAS
286 286 SC_TAS2510 20250630 ... SC_TAS
[287 rows x 13 columns]
2025-07-01 18:26:10,498 - future_1d - INFO - ak.get_shfe_daily('2025-06-30') done
symbol date open ... settle pre_settle variety
0 PS2507 20250630 33490.0 ... 33640.0 32500.0 PS
1 PS2508 20250630 33295.0 ... 33500.0 32075.0 PS
2 PS2509 20250630 32770.0 ... 32860.0 31520.0 PS
3 PS2510 20250630 32610.0 ... 32660.0 31575.0 PS
4 PS2511 20250630 32545.0 ... 32525.0 31300.0 PS
5 PS2512 20250630 34535.0 ... 34605.0 33145.0 PS
6 PS2601 20250630 34100.0 ... 34375.0 32920.0 PS
7 PS2602 20250630 33880.0 ... 34205.0 32555.0 PS
8 PS2603 20250630 33740.0 ... 34110.0 32895.0 PS
9 PS2604 20250630 33575.0 ... 33900.0 32725.0 PS
10 PS2605 20250630 34750.0 ... 33990.0 32545.0 PS
11 PS2606 20250630 35240.0 ... 35360.0 34115.0 PS
13 SI2507 20250630 8040.0 ... 8150.0 7830.0 SI
14 SI2508 20250630 8255.0 ... 8125.0 7810.0 SI
15 SI2509 20250630 8075.0 ... 8115.0 7830.0 SI
16 SI2510 20250630 8105.0 ... 8105.0 7755.0 SI
17 SI2511 20250630 7955.0 ... 8030.0 7770.0 SI
18 SI2512 20250630 8200.0 ... 8295.0 8010.0 SI
19 SI2601 20250630 8020.0 ... 8240.0 7950.0 SI
20 SI2602 20250630 8125.0 ... 8225.0 7955.0 SI
21 SI2603 20250630 8105.0 ... 8215.0 7935.0 SI
22 SI2604 20250630 8090.0 ... 8210.0 7910.0 SI
23 SI2605 20250630 8060.0 ... 8210.0 7910.0 SI
24 SI2606 20250630 8365.0 ... 8200.0 7895.0 SI
27 LC2507 20250630 64040.0 ... 62880.0 62620.0 LC
28 LC2508 20250630 64020.0 ... 62780.0 62820.0 LC
29 LC2509 20250630 63460.0 ... 62680.0 62740.0 LC
30 LC2510 20250630 63240.0 ... 62600.0 62640.0 LC
31 LC2511 20250630 63500.0 ... 62460.0 62460.0 LC
32 LC2512 20250630 63500.0 ... 62860.0 62840.0 LC
33 LC2601 20250630 64200.0 ... 62920.0 62940.0 LC
34 LC2602 20250630 63980.0 ... 62760.0 62900.0 LC
35 LC2603 20250630 63880.0 ... 62920.0 62880.0 LC
36 LC2604 20250630 64260.0 ... 63400.0 63480.0 LC
37 LC2605 20250630 64340.0 ... 63500.0 63600.0 LC
38 LC2606 20250630 64240.0 ... 63480.0 63780.0 LC
[36 rows x 12 columns]
2025-07-01 18:26:10,627 - future_1d - INFO - ak.get_gfex_daily('2025-06-30') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250630 7718.0 7762.0 ... 489584.85 7699.0 7709.0 AP
1 AP511 20250630 7544.0 7553.0 ... 2295.76 7527.0 7535.0 AP
2 AP512 20250630 7585.0 7605.0 ... 363.31 7569.0 7566.0 AP
3 AP601 20250630 7600.0 7653.0 ... 13356.83 7598.0 7605.0 AP
4 AP603 20250630 7631.0 7653.0 ... 183.04 7627.0 7641.0 AP
5 AP604 20250630 7647.0 7720.0 ... 69.14 7682.0 7647.0 AP
6 AP605 20250630 7739.0 7777.0 ... 262.56 7722.0 7722.0 AP
7 CF507 20250630 13750.0 13750.0 ... 16625.73 13620.0 13525.0 CF
8 CF509 20250630 13755.0 13920.0 ... 2327213.54 13815.0 13740.0 CF
9 CF511 20250630 13685.0 13825.0 ... 173420.85 13740.0 13660.0 CF
10 CF601 20250630 13765.0 13920.0 ... 618010.68 13830.0 13730.0 CF
11 CF603 20250630 13740.0 13885.0 ... 1979.87 13795.0 13700.0 CF
12 CF605 20250630 13755.0 13915.0 ... 15656.68 13820.0 13705.0 CF
13 CJ507 20250630 9470.0 9565.0 ... 1334.05 9495.0 9450.0 CJ
14 CJ509 20250630 9680.0 9690.0 ... 828281.73 9620.0 9590.0 CJ
15 CJ512 20250630 10575.0 10695.0 ... 16908.28 10580.0 10490.0 CJ
16 CJ601 20250630 10700.0 10840.0 ... 539601.91 10715.0 10630.0 CJ
17 CJ603 20250630 10790.0 10935.0 ... 12066.59 10815.0 10705.0 CJ
18 CJ605 20250630 10975.0 11115.0 ... 35185.17 11000.0 10885.0 CJ
19 CY507 20250630 20025.0 20160.0 ... 692.29 20065.0 20040.0 CY
20 CY508 20250630 0.0 0.0 ... 0.00 19630.0 19630.0 CY
21 CY509 20250630 20125.0 20245.0 ... 114674.45 20110.0 20105.0 CY
22 CY510 20250630 0.0 0.0 ... 0.00 19730.0 19725.0 CY
23 CY511 20250630 19980.0 19980.0 ... 9.99 19980.0 19900.0 CY
24 CY512 20250630 19910.0 19910.0 ... 9.96 19910.0 19785.0 CY
25 CY601 20250630 20050.0 20160.0 ... 351.51 20085.0 20055.0 CY
26 CY602 20250630 0.0 0.0 ... 0.00 19810.0 19785.0 CY
27 CY603 20250630 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250630 0.0 0.0 ... 0.00 19555.0 19555.0 CY
29 CY605 20250630 0.0 0.0 ... 0.00 20135.0 20110.0 CY
30 CY606 20250630 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250630 946.0 951.0 ... 20122.09 935.0 948.0 FG
32 FG508 20250630 1027.0 1040.0 ... 51036.52 1025.0 1029.0 FG
33 FG509 20250630 1017.0 1032.0 ... 3283151.35 1018.0 1019.0 FG
34 FG510 20250630 1049.0 1062.0 ... 30628.55 1054.0 1048.0 FG
35 FG511 20250630 1036.0 1050.0 ... 43676.13 1043.0 1035.0 FG
36 FG512 20250630 1092.0 1105.0 ... 2627.76 1099.0 1087.0 FG
37 FG601 20250630 1076.0 1093.0 ... 335523.51 1087.0 1074.0 FG
38 FG602 20250630 1088.0 1127.0 ... 771.21 1121.0 1110.0 FG
39 FG603 20250630 1085.0 1121.0 ... 836.07 1115.0 1103.0 FG
40 FG604 20250630 1132.0 1145.0 ... 633.12 1139.0 1128.0 FG
41 FG605 20250630 1124.0 1148.0 ... 6893.75 1132.0 1119.0 FG
42 FG606 20250630 1133.0 1149.0 ... 141.57 1142.0 1130.0 FG
43 JR507 20250630 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR509 20250630 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR511 20250630 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR601 20250630 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR603 20250630 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250630 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR507 20250630 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR509 20250630 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250630 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250630 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250630 2435.0 2439.0 ... 721.59 2430.0 2434.0 MA
54 MA508 20250630 2424.0 2435.0 ... 39959.53 2425.0 2430.0 MA
55 MA509 20250630 2389.0 2397.0 ... 2059225.75 2386.0 2406.0 MA
56 MA510 20250630 2398.0 2402.0 ... 47964.12 2391.0 2413.0 MA
57 MA511 20250630 2403.0 2407.0 ... 66859.49 2397.0 2415.0 MA
58 MA512 20250630 2416.0 2425.0 ... 190.92 2417.0 2435.0 MA
59 MA601 20250630 2416.0 2424.0 ... 108202.77 2415.0 2427.0 MA
60 MA602 20250630 2401.0 2405.0 ... 100.76 2399.0 2406.0 MA
61 MA603 20250630 2396.0 2402.0 ... 194.08 2396.0 2402.0 MA
62 MA604 20250630 2368.0 2373.0 ... 94.62 2366.0 2371.0 MA
63 MA605 20250630 2328.0 2331.0 ... 1620.10 2324.0 2333.0 MA
64 MA606 20250630 2338.0 2338.0 ... 49.01 2334.0 2335.0 MA
65 OI507 20250630 9536.0 9792.0 ... 7055.60 9547.0 9584.0 OI
66 OI509 20250630 9466.0 9490.0 ... 3347163.06 9427.0 9462.0 OI
67 OI511 20250630 9443.0 9479.0 ... 143044.03 9419.0 9440.0 OI
68 OI601 20250630 9390.0 9428.0 ... 368990.65 9371.0 9387.0 OI
69 OI603 20250630 9348.0 9365.0 ... 1882.40 9319.0 9333.0 OI
70 OI605 20250630 9252.0 9270.0 ... 2519.08 9227.0 9232.0 OI
71 PF507 20250630 6620.0 6724.0 ... 1951.77 6650.0 6620.0 PF
72 PF508 20250630 6534.0 6592.0 ... 432566.35 6546.0 6532.0 PF
73 PF509 20250630 6454.0 6512.0 ... 206326.80 6472.0 6442.0 PF
74 PF510 20250630 6456.0 6514.0 ... 45795.58 6476.0 6446.0 PF
75 PF511 20250630 6416.0 6466.0 ... 24095.78 6428.0 6402.0 PF
76 PF512 20250630 6404.0 6436.0 ... 585.78 6402.0 6376.0 PF
77 PF601 20250630 6712.0 6712.0 ... 955.06 6410.0 6386.0 PF
78 PF602 20250630 6706.0 6706.0 ... 26.12 6530.0 6396.0 PF
79 PF603 20250630 6402.0 6402.0 ... 3.20 6402.0 6396.0 PF
80 PF604 20250630 6436.0 6436.0 ... 3.22 6436.0 6380.0 PF
81 PF605 20250630 6370.0 6432.0 ... 9.59 6396.0 6370.0 PF
82 PF606 20250630 6372.0 6372.0 ... 3.19 6372.0 6348.0 PF
83 PK510 20250630 8178.0 8190.0 ... 100600.23 8162.0 8170.0 PK
84 PK511 20250630 7940.0 7946.0 ... 23441.29 7926.0 7932.0 PK
85 PK512 20250630 7930.0 7940.0 ... 186.37 7932.0 7940.0 PK
86 PK601 20250630 7946.0 7966.0 ... 1963.44 7950.0 7954.0 PK
87 PK603 20250630 7940.0 7960.0 ... 55.66 7952.0 7954.0 PK
88 PK604 20250630 0.0 0.0 ... 0.00 7956.0 7958.0 PK
89 PK605 20250630 7940.0 7960.0 ... 214.67 7952.0 7958.0 PK
90 PM507 20250630 0.0 0.0 ... 0.00 3122.0 3122.0 PM
91 PM509 20250630 0.0 0.0 ... 0.00 3122.0 3122.0 PM
92 PM511 20250630 0.0 0.0 ... 0.00 3122.0 3122.0 PM
93 PM601 20250630 0.0 0.0 ... 0.00 3122.0 3122.0 PM
94 PM603 20250630 0.0 0.0 ... 0.00 3122.0 3122.0 PM
95 PM605 20250630 0.0 0.0 ... 0.00 3122.0 3122.0 PM
96 PR507 20250630 6012.0 6068.0 ... 1514.42 6010.0 6012.0 PR
97 PR508 20250630 6002.0 6070.0 ... 92762.39 6022.0 6000.0 PR
98 PR509 20250630 5938.0 6002.0 ... 572909.51 5956.0 5928.0 PR
99 PR510 20250630 5892.0 5942.0 ... 256801.43 5904.0 5884.0 PR
100 PR511 20250630 5892.0 5920.0 ... 309.55 5896.0 5858.0 PR
101 PR512 20250630 5872.0 5872.0 ... 52.67 5852.0 5834.0 PR
102 PR601 20250630 5844.0 5888.0 ... 228.74 5866.0 5824.0 PR
103 PR602 20250630 0.0 0.0 ... 0.00 5876.0 5876.0 PR
104 PR603 20250630 0.0 0.0 ... 0.00 5874.0 5860.0 PR
105 PR604 20250630 0.0 0.0 ... 0.00 5864.0 5864.0 PR
106 PR605 20250630 0.0 0.0 ... 0.00 5860.0 5852.0 PR
107 PR606 20250630 0.0 0.0 ... 0.00 5848.0 5848.0 PR
108 PX507 20250630 7022.0 7130.0 ... 1445.43 6984.0 6912.0 PX
109 PX508 20250630 6850.0 6968.0 ... 38881.88 6904.0 6802.0 PX
110 PX509 20250630 6776.0 6890.0 ... 1007224.53 6826.0 6728.0 PX
111 PX510 20250630 6690.0 6794.0 ... 70390.34 6732.0 6652.0 PX
112 PX511 20250630 6636.0 6744.0 ... 94677.79 6686.0 6604.0 PX
113 PX512 20250630 6684.0 6718.0 ... 43.45 6684.0 6576.0 PX
114 PX601 20250630 6546.0 6658.0 ... 47098.92 6602.0 6530.0 PX
115 PX602 20250630 0.0 0.0 ... 0.00 6572.0 6520.0 PX
116 PX603 20250630 6510.0 6630.0 ... 6.57 6570.0 6510.0 PX
117 PX604 20250630 0.0 0.0 ... 0.00 6554.0 6494.0 PX
118 PX605 20250630 6550.0 6600.0 ... 105.00 6562.0 6478.0 PX
119 PX606 20250630 6522.0 6522.0 ... 3.26 6522.0 6476.0 PX
120 RI507 20250630 0.0 0.0 ... 0.00 2479.0 2479.0 RI
121 RI509 20250630 0.0 0.0 ... 0.00 2479.0 2479.0 RI
122 RI511 20250630 0.0 0.0 ... 0.00 2479.0 2479.0 RI
123 RI601 20250630 0.0 0.0 ... 0.00 2479.0 2479.0 RI
124 RI603 20250630 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250630 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250630 2442.0 2447.0 ... 24493.71 2437.0 2427.0 RM
127 RM508 20250630 2564.0 2590.0 ... 25685.88 2578.0 2552.0 RM
128 RM509 20250630 2558.0 2583.0 ... 960218.07 2569.0 2543.0 RM
129 RM511 20250630 2392.0 2414.0 ... 2861.58 2405.0 2387.0 RM
130 RM601 20250630 2290.0 2308.0 ... 166700.47 2300.0 2295.0 RM
131 RM603 20250630 2280.0 2289.0 ... 11835.73 2284.0 2283.0 RM
132 RM605 20250630 2325.0 2329.0 ... 21679.04 2316.0 2324.0 RM
133 RS507 20250630 4931.0 5235.0 ... 628.67 4950.0 4960.0 RS
134 RS508 20250630 5083.0 5178.0 ... 20.48 5120.0 5129.0 RS
135 RS509 20250630 5245.0 5245.0 ... 298.79 5152.0 5214.0 RS
136 RS511 20250630 0.0 0.0 ... 0.00 5252.0 5260.0 RS
137 SA507 20250630 1175.0 1200.0 ... 5906.72 1173.0 1175.0 SA
138 SA508 20250630 1201.0 1222.0 ... 25758.16 1202.0 1194.0 SA
139 SA509 20250630 1194.0 1219.0 ... 5420353.28 1199.0 1192.0 SA
140 SA510 20250630 1208.0 1228.0 ... 19638.94 1212.0 1203.0 SA
141 SA511 20250630 1204.0 1227.0 ... 13357.04 1212.0 1199.0 SA
142 SA512 20250630 1211.0 1241.0 ... 11722.28 1225.0 1207.0 SA
143 SA601 20250630 1192.0 1234.0 ... 1175558.20 1211.0 1190.0 SA
144 SA602 20250630 1211.0 1247.0 ... 9140.38 1226.0 1212.0 SA
145 SA603 20250630 1210.0 1244.0 ... 7389.14 1224.0 1209.0 SA
146 SA604 20250630 1228.0 1255.0 ... 2453.86 1243.0 1224.0 SA
147 SA605 20250630 1216.0 1246.0 ... 28474.87 1229.0 1212.0 SA
148 SA606 20250630 1231.0 1260.0 ... 1007.80 1244.0 1227.0 SA
149 SF507 20250630 5572.0 5590.0 ... 40532.86 5514.0 5576.0 SF
150 SF508 20250630 5420.0 5434.0 ... 54719.77 5400.0 5418.0 SF
151 SF509 20250630 5388.0 5412.0 ... 441775.80 5380.0 5392.0 SF
152 SF510 20250630 5310.0 5322.0 ... 117576.32 5294.0 5302.0 SF
153 SF511 20250630 5418.0 5450.0 ... 149676.05 5420.0 5428.0 SF
154 SF512 20250630 5366.0 5372.0 ... 34.83 5358.0 5388.0 SF
155 SF601 20250630 5370.0 5384.0 ... 4216.28 5348.0 5370.0 SF
156 SF602 20250630 5304.0 5316.0 ... 1116.63 5268.0 5300.0 SF
157 SF603 20250630 5404.0 5412.0 ... 105.12 5392.0 5442.0 SF
158 SF604 20250630 5364.0 5380.0 ... 13.43 5370.0 5378.0 SF
159 SF605 20250630 5396.0 5410.0 ... 225.91 5380.0 5394.0 SF
160 SF606 20250630 5330.0 5352.0 ... 90.58 5328.0 5336.0 SF
161 SH507 20250630 2381.0 2420.0 ... 7489.57 2391.0 2388.0 SH
162 SH508 20250630 2301.0 2341.0 ... 235974.92 2315.0 2314.0 SH
163 SH509 20250630 2317.0 2363.0 ... 3575553.72 2340.0 2330.0 SH
164 SH510 20250630 2357.0 2402.0 ... 255008.73 2380.0 2366.0 SH
165 SH511 20250630 2347.0 2384.0 ... 167783.73 2365.0 2351.0 SH
166 SH512 20250630 2352.0 2386.0 ... 2195.45 2368.0 2352.0 SH
167 SH601 20250630 2311.0 2356.0 ... 68415.22 2337.0 2316.0 SH
168 SH602 20250630 2340.0 2375.0 ... 665.63 2360.0 2339.0 SH
169 SH603 20250630 2366.0 2381.0 ... 675.03 2369.0 2342.0 SH
170 SH604 20250630 2405.0 2416.0 ... 302.87 2404.0 2380.0 SH
171 SH605 20250630 2370.0 2411.0 ... 1819.61 2397.0 2374.0 SH
172 SH606 20250630 2420.0 2426.0 ... 43.44 2414.0 2395.0 SH
173 SM507 20250630 5650.0 5682.0 ... 9916.77 5660.0 5640.0 SM
174 SM508 20250630 5678.0 5700.0 ... 61090.79 5670.0 5672.0 SM
175 SM509 20250630 5690.0 5708.0 ... 534901.23 5678.0 5684.0 SM
176 SM510 20250630 5660.0 5676.0 ... 34656.37 5646.0 5652.0 SM
177 SM511 20250630 5734.0 5754.0 ... 48671.73 5728.0 5734.0 SM
178 SM512 20250630 5680.0 5688.0 ... 5.68 5684.0 5736.0 SM
179 SM601 20250630 5722.0 5736.0 ... 34999.46 5708.0 5718.0 SM
180 SM602 20250630 5720.0 5724.0 ... 116.78 5696.0 5732.0 SM
181 SM603 20250630 5738.0 5738.0 ... 77.05 5708.0 5732.0 SM
182 SM604 20250630 5744.0 5744.0 ... 114.24 5712.0 5734.0 SM
183 SM605 20250630 5736.0 5756.0 ... 785.88 5736.0 5738.0 SM
184 SM606 20250630 5736.0 5740.0 ... 11.46 5728.0 5736.0 SM
185 SR507 20250630 5897.0 5954.0 ... 6550.44 5817.0 5801.0 SR
186 SR509 20250630 5808.0 5816.0 ... 1095770.25 5802.0 5787.0 SR
187 SR511 20250630 5690.0 5697.0 ... 103669.11 5681.0 5666.0 SR
188 SR601 20250630 5611.0 5635.0 ... 149575.13 5620.0 5591.0 SR
189 SR603 20250630 5584.0 5606.0 ... 2661.42 5591.0 5564.0 SR
190 SR605 20250630 5545.0 5571.0 ... 5781.87 5559.0 5534.0 SR
191 TA507 20250630 5002.0 5084.0 ... 11243.87 5016.0 4992.0 TA
192 TA508 20250630 4912.0 4992.0 ... 94085.95 4940.0 4894.0 TA
193 TA509 20250630 4796.0 4864.0 ... 2625355.39 4824.0 4768.0 TA
194 TA510 20250630 4698.0 4760.0 ... 177748.45 4738.0 4676.0 TA
195 TA511 20250630 4664.0 4726.0 ... 86232.33 4700.0 4640.0 TA
196 TA512 20250630 4672.0 4700.0 ... 112.23 4676.0 4620.0 TA
197 TA601 20250630 4616.0 4680.0 ... 470814.55 4650.0 4594.0 TA
198 TA602 20250630 4654.0 4686.0 ... 123.52 4662.0 4596.0 TA
199 TA603 20250630 4666.0 4684.0 ... 135.18 4662.0 4600.0 TA
200 TA604 20250630 4656.0 4690.0 ... 72.44 4674.0 4608.0 TA
201 TA605 20250630 4620.0 4692.0 ... 2679.07 4664.0 4612.0 TA
202 TA606 20250630 4676.0 4688.0 ... 16.36 4674.0 4618.0 TA
203 UR507 20250630 1727.0 1740.0 ... 1851.55 1724.0 1738.0 UR
204 UR508 20250630 1730.0 1737.0 ... 773.87 1727.0 1738.0 UR
205 UR509 20250630 1720.0 1727.0 ... 748813.55 1715.0 1723.0 UR
206 UR510 20250630 1705.0 1714.0 ... 1248.88 1701.0 1707.0 UR
207 UR511 20250630 1704.0 1716.0 ... 177.89 1710.0 1713.0 UR
208 UR512 20250630 1702.0 1715.0 ... 40.98 1707.0 1708.0 UR
209 UR601 20250630 1687.0 1690.0 ... 56890.24 1683.0 1685.0 UR
210 UR602 20250630 1682.0 1686.0 ... 1353.55 1679.0 1682.0 UR
211 UR603 20250630 1706.0 1722.0 ... 312.83 1700.0 1709.0 UR
212 UR604 20250630 1696.0 1717.0 ... 146.09 1699.0 1704.0 UR
213 UR605 20250630 1698.0 1700.0 ... 2363.70 1696.0 1694.0 UR
214 UR606 20250630 1690.0 1695.0 ... 64.24 1690.0 1689.0 UR
215 WH507 20250630 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250630 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250630 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250630 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250630 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250630 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC507 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC508 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC509 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC510 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC511 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC512 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC601 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC602 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC603 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC604 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC605 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC606 20250630 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-01 18:26:10,945 - future_1d - INFO - ak.get_czce_daily('2025-06-30') done
2025-07-01 18:26:13,568 - future_1d - INFO - save future_daily 2025-06-30 completed
symbol date open ... settle pre_settle variety
0 IC2507 20250701 5851.000 ... 5872.000 5867.400 IC
1 IC2508 20250701 5818.800 ... 5824.000 5825.400 IC
2 IC2509 20250701 5759.000 ... 5770.600 5775.800 IC
3 IC2512 20250701 5645.000 ... 5644.400 5655.600 IC
4 IF2507 20250701 3905.000 ... 3915.000 3907.800 IF
5 IF2508 20250701 3895.400 ... 3899.200 3894.600 IF
6 IF2509 20250701 3889.200 ... 3889.400 3887.000 IF
7 IF2512 20250701 3860.600 ... 3854.800 3856.600 IF
8 IH2507 20250701 2692.000 ... 2698.400 2691.800 IH
9 IH2508 20250701 2689.400 ... 2693.600 2687.800 IH
10 IH2509 20250701 2691.000 ... 2692.600 2687.600 IH
11 IH2512 20250701 2690.000 ... 2692.200 2687.400 IH
12 IM2507 20250701 6275.000 ... 6287.000 6289.400 IM
13 IM2508 20250701 6220.000 ... 6211.000 6224.400 IM
14 IM2509 20250701 6143.000 ... 6134.000 6155.600 IM
15 IM2512 20250701 5975.000 ... 5953.400 5979.800 IM
16 T2509 20250701 108.925 ... 108.975 108.900 T
17 T2512 20250701 108.960 ... 109.010 108.935 T
18 T2603 20250701 108.960 ... 108.995 108.910 T
19 TF2509 20250701 106.170 ... 106.175 106.145 TF
20 TF2512 20250701 106.265 ... 106.270 106.240 TF
21 TF2603 20250701 106.295 ... 106.320 106.295 TF
22 TL2509 20250701 120.450 ... 120.700 120.400 TL
23 TL2512 20250701 120.310 ... 120.560 120.260 TL
24 TL2603 20250701 120.100 ... 120.390 120.100 TL
25 TS2509 20250701 102.498 ... 102.482 102.496 TS
26 TS2512 20250701 102.638 ... 102.626 102.640 TS
27 TS2603 20250701 102.740 ... 102.738 102.748 TS
[28 rows x 12 columns]
2025-07-01 18:26:18,967 - future_1d - INFO - ak.get_cffex_daily('2025-07-01') done
symbol date open ... settle pre_settle variety
0 a2507 20250701 4250.00 ... 4204.0 4209.00 A
1 a2509 20250701 4136.00 ... 4129.0 4147.00 A
2 a2511 20250701 4078.00 ... 4069.0 4080.00 A
3 a2601 20250701 4057.00 ... 4051.0 4062.00 A
4 a2603 20250701 4044.00 ... 4039.0 4050.00 A
5 a2605 20250701 4067.00 ... 4075.0 4084.00 A
6 b2507 20250701 3560.00 ... 3550.0 3479.00 B
7 b2508 20250701 3592.00 ... 3576.0 3578.00 B
8 b2509 20250701 3618.00 ... 3608.0 3611.00 B
9 b2510 20250701 3670.00 ... 3660.0 3660.00 B
10 b2511 20250701 3671.00 ... 3665.0 3667.00 B
11 b2512 20250701 3674.00 ... 3677.0 3675.00 B
12 b2601 20250701 3663.00 ... 3662.0 3662.00 B
13 b2602 20250701 3629.00 ... 3618.0 3622.00 B
14 b2603 20250701 3528.00 ... 3528.0 3523.00 B
15 b2604 20250701 3439.00 ... 3434.0 3432.00 B
16 b2605 20250701 3383.00 ... 3380.0 3378.00 B
17 b2606 20250701 3381.00 ... 3380.0 3379.00 B
18 bb2509 20250701 152.75 ... 153.2 153.75 BB
19 bb2511 20250701 152.90 ... 152.8 152.70 BB
20 bb2601 20250701 0.00 ... 170.1 170.00 BB
21 bb2603 20250701 0.00 ... 170.2 170.10 BB
22 bb2605 20250701 0.00 ... 170.2 170.10 BB
23 c2507 20250701 2353.00 ... 2358.0 2359.00 C
24 c2509 20250701 2379.00 ... 2381.0 2376.00 C
25 c2511 20250701 2316.00 ... 2319.0 2319.00 C
26 c2601 20250701 2274.00 ... 2277.0 2272.00 C
27 c2603 20250701 2273.00 ... 2273.0 2268.00 C
28 c2605 20250701 2305.00 ... 2303.0 2298.00 C
29 cs2507 20250701 2740.00 ... 2727.0 2750.00 CS
30 cs2509 20250701 2732.00 ... 2743.0 2731.00 CS
31 cs2511 20250701 2673.00 ... 2678.0 2673.00 CS
32 cs2601 20250701 2674.00 ... 2677.0 2671.00 CS
33 cs2603 20250701 2656.00 ... 2659.0 2652.00 CS
34 cs2605 20250701 2691.00 ... 2694.0 2687.00 CS
35 eb2507 20250701 7408.00 ... 7422.0 7429.00 EB
36 eb2508 20250701 7307.00 ... 7273.0 7306.00 EB
37 eb2509 20250701 7223.00 ... 7186.0 7223.00 EB
38 eb2510 20250701 7118.00 ... 7104.0 7139.00 EB
39 eb2511 20250701 7052.00 ... 7033.0 7066.00 EB
40 eb2512 20250701 7032.00 ... 7006.0 7030.00 EB
41 eb2601 20250701 7031.00 ... 7015.0 7031.00 EB
42 eb2602 20250701 7057.00 ... 7047.0 7031.00 EB
43 eb2603 20250701 7053.00 ... 7099.0 7038.00 EB
44 eb2604 20250701 7101.00 ... 7042.0 7026.00 EB
45 eb2605 20250701 7099.00 ... 7065.0 7039.00 EB
46 eb2606 20250701 7020.00 ... 7014.0 6900.00 EB
47 eg2507 20250701 4201.00 ... 4203.0 4218.00 EG
48 eg2508 20250701 4246.00 ... 4245.0 4253.00 EG
49 eg2509 20250701 4272.00 ... 4262.0 4272.00 EG
50 eg2510 20250701 4281.00 ... 4269.0 4276.00 EG
51 eg2511 20250701 4289.00 ... 4271.0 4287.00 EG
52 eg2512 20250701 4289.00 ... 4276.0 4299.00 EG
53 eg2601 20250701 4294.00 ... 4286.0 4304.00 EG
54 eg2602 20250701 4283.00 ... 4284.0 4302.00 EG
55 eg2603 20250701 4308.00 ... 4288.0 4303.00 EG
56 eg2604 20250701 0.00 ... 4311.0 4311.00 EG
57 eg2605 20250701 4320.00 ... 4302.0 4322.00 EG
58 eg2606 20250701 4280.00 ... 4285.0 4337.00 EG
59 fb2507 20250701 0.00 ... 1341.5 1341.50 FB
60 fb2508 20250701 1309.00 ... 1311.0 1309.00 FB
61 fb2509 20250701 1299.50 ... 1306.0 1303.00 FB
62 fb2510 20250701 1326.50 ... 1327.5 1322.50 FB
63 fb2511 20250701 1324.00 ... 1325.5 1322.50 FB
64 fb2512 20250701 1323.00 ... 1323.5 1323.50 FB
65 fb2601 20250701 1287.50 ... 1300.5 1284.50 FB
66 fb2602 20250701 0.00 ... 1295.5 1295.50 FB
67 fb2603 20250701 0.00 ... 1313.5 1313.50 FB
68 fb2604 20250701 0.00 ... 1310.5 1310.50 FB
69 fb2605 20250701 0.00 ... 1292.5 1292.50 FB
70 fb2606 20250701 0.00 ... 1292.5 1292.50 FB
71 i2507 20250701 723.50 ... 719.0 723.50 I
72 i2508 20250701 724.00 ... 719.0 725.00 I
73 i2509 20250701 715.00 ... 710.5 718.00 I
74 i2510 20250701 709.00 ... 704.5 712.00 I
75 i2511 20250701 702.50 ... 698.5 706.50 I
76 i2512 20250701 696.50 ... 692.5 698.50 I
77 i2601 20250701 688.00 ... 686.5 692.50 I
78 i2602 20250701 686.50 ... 684.0 689.00 I
79 i2603 20250701 683.50 ... 681.0 687.00 I
80 i2604 20250701 679.00 ... 676.5 682.50 I
81 i2605 20250701 672.50 ... 669.0 675.00 I
82 i2606 20250701 666.00 ... 664.0 669.00 I
83 j2507 20250701 1304.50 ... 1304.5 1324.00 J
84 j2508 20250701 1376.00 ... 1371.5 1395.00 J
85 j2509 20250701 1404.00 ... 1398.0 1423.50 J
86 j2510 20250701 1423.50 ... 1415.0 1441.00 J
87 j2511 20250701 1431.00 ... 1428.5 1449.00 J
88 j2512 20250701 1433.50 ... 1431.5 1465.50 J
89 j2601 20250701 1439.00 ... 1433.0 1464.00 J
90 j2602 20250701 1440.00 ... 1440.0 1472.50 J
91 j2603 20250701 0.00 ... 1470.0 1470.00 J
92 j2604 20250701 0.00 ... 1497.5 1497.50 J
93 j2605 20250701 1481.00 ... 1463.5 1505.00 J
94 j2606 20250701 0.00 ... 1474.0 1474.00 J
95 jd2507 20250701 2819.00 ... 2835.0 2776.00 JD
96 jd2508 20250701 3566.00 ... 3568.0 3539.00 JD
97 jd2509 20250701 3690.00 ... 3690.0 3673.00 JD
98 jd2510 20250701 3406.00 ... 3417.0 3401.00 JD
99 jd2511 20250701 3430.00 ... 3433.0 3418.00 JD
100 jd2512 20250701 3589.00 ... 3594.0 3592.00 JD
101 jd2601 20250701 3636.00 ... 3637.0 3647.00 JD
102 jd2602 20250701 3205.00 ... 3203.0 3204.00 JD
103 jd2603 20250701 3205.00 ... 3206.0 3205.00 JD
104 jd2604 20250701 3341.00 ... 3343.0 3337.00 JD
105 jd2605 20250701 3417.00 ... 3422.0 3416.00 JD
106 jd2606 20250701 3264.00 ... 3266.0 3257.00 JD
107 jm2507 20250701 818.00 ... 821.0 824.00 JM
108 jm2508 20250701 800.00 ... 784.0 817.00 JM
109 jm2509 20250701 824.50 ... 817.5 842.50 JM
110 jm2510 20250701 838.00 ... 832.5 853.50 JM
111 jm2511 20250701 846.00 ... 840.5 864.00 JM
112 jm2512 20250701 852.50 ... 848.0 874.50 JM
113 jm2601 20250701 858.00 ... 854.0 886.00 JM
114 jm2602 20250701 861.50 ... 862.5 891.50 JM
115 jm2603 20250701 876.00 ... 868.5 897.00 JM
116 jm2604 20250701 874.00 ... 877.5 903.50 JM
117 jm2605 20250701 891.50 ... 883.5 913.00 JM
118 jm2606 20250701 902.00 ... 896.0 918.50 JM
119 l2507 20250701 7293.00 ... 7282.0 7337.00 L
120 l2508 20250701 7271.00 ... 7252.0 7297.00 L
121 l2509 20250701 7266.00 ... 7246.0 7286.00 L
122 l2510 20250701 7241.00 ... 7229.0 7256.00 L
123 l2511 20250701 7242.00 ... 7222.0 7246.00 L
124 l2512 20250701 7240.00 ... 7219.0 7249.00 L
125 l2601 20250701 7233.00 ... 7210.0 7236.00 L
126 l2602 20250701 7204.00 ... 7202.0 7229.00 L
127 l2603 20250701 7195.00 ... 7198.0 7208.00 L
128 l2604 20250701 7212.00 ... 7219.0 7265.00 L
129 l2605 20250701 7212.00 ... 7196.0 7215.00 L
130 l2606 20250701 7208.00 ... 7195.0 7229.00 L
131 lg2507 20250701 813.00 ... 815.5 820.00 LG
132 lg2509 20250701 784.00 ... 782.5 792.50 LG
133 lg2511 20250701 779.00 ... 778.5 785.00 LG
134 lg2601 20250701 780.00 ... 781.5 785.50 LG
135 lg2603 20250701 782.00 ... 784.5 787.50 LG
136 lg2605 20250701 782.00 ... 785.5 788.00 LG
137 lh2507 20250701 13945.00 ... 13820.0 13825.00 LH
138 lh2509 20250701 13880.00 ... 13895.0 13890.00 LH
139 lh2511 20250701 13370.00 ... 13400.0 13365.00 LH
140 lh2601 20250701 13485.00 ... 13495.0 13505.00 LH
141 lh2603 20250701 12810.00 ... 12800.0 12800.00 LH
142 lh2605 20250701 12940.00 ... 12955.0 12975.00 LH
143 m2507 20250701 2844.00 ... 2832.0 2843.00 M
144 m2508 20250701 2951.00 ... 2944.0 2943.00 M
145 m2509 20250701 2968.00 ... 2961.0 2958.00 M
146 m2511 20250701 3004.00 ... 3000.0 2997.00 M
147 m2512 20250701 3025.00 ... 3022.0 3020.00 M
148 m2601 20250701 3004.00 ... 3002.0 2995.00 M
149 m2603 20250701 2860.00 ... 2861.0 2851.00 M
150 m2605 20250701 2715.00 ... 2713.0 2711.00 M
151 p2507 20250701 8310.00 ... 8328.0 8398.00 P
152 p2508 20250701 8392.00 ... 8372.0 8368.00 P
153 p2509 20250701 8340.00 ... 8314.0 8312.00 P
154 p2510 20250701 8340.00 ... 8310.0 8308.00 P
155 p2511 20250701 8338.00 ... 8302.0 8318.00 P
156 p2512 20250701 8342.00 ... 8310.0 8320.00 P
157 p2601 20250701 8350.00 ... 8334.0 8326.00 P
158 p2602 20250701 8292.00 ... 8316.0 8294.00 P
159 p2603 20250701 8310.00 ... 8274.0 8274.00 P
160 p2604 20250701 8252.00 ... 8234.0 8208.00 P
161 p2605 20250701 8226.00 ... 8220.0 8212.00 P
162 p2606 20250701 8172.00 ... 8210.0 8184.00 P
163 pg2507 20250701 4209.00 ... 4203.0 4235.00 PG
164 pg2508 20250701 4231.00 ... 4194.0 4230.00 PG
165 pg2509 20250701 4125.00 ... 4098.0 4136.00 PG
166 pg2510 20250701 4500.00 ... 4470.0 4507.00 PG
167 pg2511 20250701 4406.00 ... 4383.0 4421.00 PG
168 pg2512 20250701 4316.00 ... 4305.0 4344.00 PG
169 pg2601 20250701 4239.00 ... 4236.0 4266.00 PG
170 pg2602 20250701 4156.00 ... 4155.0 4201.00 PG
171 pg2603 20250701 4096.00 ... 4072.0 4109.00 PG
172 pg2604 20250701 4356.00 ... 4360.0 4394.00 PG
173 pg2605 20250701 4253.00 ... 4245.0 4296.00 PG
174 pg2606 20250701 4204.00 ... 4202.0 4254.00 PG
175 pp2507 20250701 7083.00 ... 7073.0 7108.00 PP
176 pp2508 20250701 7095.00 ... 7055.0 7109.00 PP
177 pp2509 20250701 7077.00 ... 7048.0 7092.00 PP
178 pp2510 20250701 7019.00 ... 7003.0 7045.00 PP
179 pp2511 20250701 7016.00 ... 6999.0 7039.00 PP
180 pp2512 20250701 7011.00 ... 6993.0 7033.00 PP
181 pp2601 20250701 7013.00 ... 6997.0 7028.00 PP
182 pp2602 20250701 6987.00 ... 6978.0 6986.00 PP
183 pp2603 20250701 6969.00 ... 6976.0 7006.00 PP
184 pp2604 20250701 6993.00 ... 6989.0 7044.00 PP
185 pp2605 20250701 6992.00 ... 6976.0 7012.00 PP
186 pp2606 20250701 6993.00 ... 6985.0 7046.00 PP
187 rr2507 20250701 0.00 ... 3578.0 3578.00 RR
188 rr2508 20250701 3585.00 ... 3579.0 3585.00 RR
189 rr2509 20250701 3608.00 ... 3608.0 3607.00 RR
190 rr2510 20250701 3588.00 ... 3596.0 3591.00 RR
191 rr2511 20250701 3592.00 ... 3596.0 3596.00 RR
192 rr2512 20250701 3593.00 ... 3599.0 3605.00 RR
193 rr2601 20250701 3608.00 ... 3607.0 3606.00 RR
194 rr2602 20250701 3606.00 ... 3614.0 3609.00 RR
195 rr2603 20250701 3607.00 ... 3607.0 3605.00 RR
196 rr2604 20250701 3614.00 ... 3619.0 3603.00 RR
197 rr2605 20250701 3602.00 ... 3602.0 3601.00 RR
198 rr2606 20250701 3599.00 ... 3603.0 3606.00 RR
199 v2507 20250701 4801.00 ... 4767.0 4853.00 V
200 v2508 20250701 4850.00 ... 4800.0 4890.00 V
201 v2509 20250701 4885.00 ... 4839.0 4924.00 V
202 v2510 20250701 4910.00 ... 4867.0 4951.00 V
203 v2511 20250701 4935.00 ... 4897.0 4978.00 V
204 v2512 20250701 4958.00 ... 4922.0 5003.00 V
205 v2601 20250701 4977.00 ... 4932.0 5016.00 V
206 v2602 20250701 4988.00 ... 4959.0 5017.00 V
207 v2603 20250701 5007.00 ... 4983.0 5046.00 V
208 v2604 20250701 5100.00 ... 5078.0 5129.00 V
209 v2605 20250701 5129.00 ... 5090.0 5155.00 V
210 v2606 20250701 5110.00 ... 5100.0 5166.00 V
211 y2507 20250701 8022.00 ... 8038.0 8068.00 Y
212 y2508 20250701 8038.00 ... 8002.0 8026.00 Y
213 y2509 20250701 7996.00 ... 7968.0 7974.00 Y
214 y2511 20250701 8000.00 ... 7974.0 7980.00 Y
215 y2512 20250701 8018.00 ... 7998.0 8000.00 Y
216 y2601 20250701 7950.00 ... 7926.0 7930.00 Y
217 y2603 20250701 7808.00 ... 7804.0 7796.00 Y
218 y2605 20250701 7620.00 ... 7608.0 7598.00 Y
[219 rows x 12 columns]
2025-07-01 18:26:19,616 - future_1d - INFO - ak.get_dce_daily('2025-07-01') done
symbol date open ... settle pre_settle variety
0 SC2508 20250701 498 ... 497 496.1 SC
1 SC2509 20250701 492.5 ... 490.9 490.3 SC
2 SC2510 20250701 485.8 ... 485.4 484.8 SC
3 SC2511 20250701 482.6 ... 481.8 481.7 SC
4 SC2512 20250701 477.1 ... 478.8 480 SC
5 SC2601 20250701 476.6 ... 476.5 478.4 SC
6 SC2602 20250701 475.8 ... 475 476.9 SC
7 SC2603 20250701 478 ... 473.9 476.5 SC
8 SC2604 20250701 476.3 ... 476.3 474.9 SC
9 SC2605 20250701 470.6 ... 470.6 473.2 SC
10 SC2606 20250701 463.8 ... 470.2 472.6 SC
11 SC2607 20250701 470.9 ... 470.9 472.6 SC
12 SC2609 20250701 460.7 ... 467.3 472.5 SC
13 SC2612 20250701 ... 470.6 470.6 SC
14 SC2703 20250701 ... 468.4 468.4 SC
15 SC2706 20250701 462.7 ... 462.7 466.8 SC
16 SC2709 20250701 ... 465.7 465.7 SC
17 SC2712 20250701 ... 465.8 465.8 SC
18 SC2803 20250701 461.8 ... 460.4 461.3 SC
19 SC2806 20250701 459.9 ... 459.9 465.6 SC
21 LU2508 20250701 3611 ... 3591 3621 LU
22 LU2509 20250701 3582 ... 3576 3591 LU
23 LU2510 20250701 3562 ... 3553 3564 LU
24 LU2511 20250701 3535 ... 3528 3543 LU
25 LU2512 20250701 3518 ... 3505 3514 LU
26 LU2601 20250701 3514 ... 3499 3518 LU
27 LU2602 20250701 3478 ... 3480 3507 LU
28 LU2603 20250701 3471 ... 3456 3487 LU
29 LU2604 20250701 3450 ... 3450 3472 LU
30 LU2605 20250701 3419 ... 3427 3437 LU
31 LU2606 20250701 ... 3423 3416 LU
32 LU2607 20250701 ... 3416 3416 LU
34 NR2507 20250701 12130 ... 12175 12130 NR
35 NR2508 20250701 12185 ... 12210 12170 NR
36 NR2509 20250701 12115 ... 12170 12125 NR
37 NR2510 20250701 12115 ... 12165 12115 NR
38 NR2511 20250701 12115 ... 12180 12130 NR
39 NR2512 20250701 12125 ... 12180 12130 NR
40 NR2601 20250701 12130 ... 12165 12115 NR
41 NR2602 20250701 12150 ... 12185 12180 NR
42 NR2603 20250701 12155 ... 12175 12115 NR
43 NR2604 20250701 12185 ... 12185 12200 NR
44 NR2605 20250701 ... 12225 12225 NR
45 NR2606 20250701 ... 12260 12260 NR
47 BC2507 20250701 71500 ... 71500 71090 BC
48 BC2508 20250701 70910 ... 71280 71100 BC
49 BC2509 20250701 70860 ... 70970 70860 BC
50 BC2510 20250701 ... 71300 70700 BC
51 BC2511 20250701 ... 69520 69520 BC
52 BC2512 20250701 ... 69450 69450 BC
53 BC2601 20250701 ... 69570 69570 BC
54 BC2602 20250701 ... 69410 69410 BC
55 BC2603 20250701 ... 69290 69290 BC
56 BC2604 20250701 ... 69760 69760 BC
57 BC2605 20250701 ... 69710 68610 BC
58 BC2606 20250701 71790 ... 71590 68610 BC
60 EC2508 20250701 1784.2 ... 1852.6 1767.1 EC
61 EC2510 20250701 1352.6 ... 1368.8 1339.8 EC
62 EC2512 20250701 1518.3 ... 1526.5 1498 EC
63 EC2602 20250701 1323.3 ... 1331.2 1316.5 EC
64 EC2604 20250701 1150 ... 1175.5 1169 EC
65 EC2606 20250701 1300 ... 1313.6 1169 EC
68 SC_TAS2508 20250701 ... SC_TAS
69 SC_TAS2509 20250701 ... SC_TAS
70 SC_TAS2510 20250701 ... SC_TAS
71 SC_TAS2511 20250701 ... SC_TAS
[66 rows x 12 columns]
2025-07-01 18:26:19,705 - future_1d - INFO - ak.get_ine_daily('2025-07-01') done
index symbol date ... settle pre_settle variety
0 0 CU2507 20250701 ... 80140 79970 CU
1 1 CU2508 20250701 ... 80020 79770 CU
2 2 CU2509 20250701 ... 79790 79620 CU
3 3 CU2510 20250701 ... 79550 79410 CU
4 4 CU2511 20250701 ... 79320 79180 CU
5 5 CU2512 20250701 ... 79130 78930 CU
6 6 CU2601 20250701 ... 78970 78750 CU
7 7 CU2602 20250701 ... 78890 78560 CU
8 8 CU2603 20250701 ... 78560 78430 CU
9 9 CU2604 20250701 ... 78600 78380 CU
10 10 CU2605 20250701 ... 78440 78350 CU
11 11 CU2606 20250701 ... 78280 78290 CU
12 12 BC2507 20250701 ... 71500 71090 BC
13 13 BC2508 20250701 ... 71280 71100 BC
14 14 BC2509 20250701 ... 70970 70860 BC
15 15 BC2510 20250701 ... 71300 70700 BC
16 16 BC2511 20250701 ... 69520 69520 BC
17 17 BC2512 20250701 ... 69450 69450 BC
18 18 BC2601 20250701 ... 69570 69570 BC
19 19 BC2602 20250701 ... 69410 69410 BC
20 20 BC2603 20250701 ... 69290 69290 BC
21 21 BC2604 20250701 ... 69760 69760 BC
22 22 BC2605 20250701 ... 69710 68610 BC
23 23 BC2606 20250701 ... 71590 68610 BC
24 24 AL2507 20250701 ... 20750 20735 AL
25 25 AL2508 20250701 ... 20560 20550 AL
26 26 AL2509 20250701 ... 20475 20455 AL
27 27 AL2510 20250701 ... 20365 20360 AL
28 28 AL2511 20250701 ... 20255 20235 AL
29 29 AL2512 20250701 ... 20160 20115 AL
30 30 AL2601 20250701 ... 20090 20055 AL
31 31 AL2602 20250701 ... 20100 20030 AL
32 32 AL2603 20250701 ... 20100 20020 AL
33 33 AL2604 20250701 ... 20135 20020 AL
34 34 AL2605 20250701 ... 20100 20050 AL
35 35 AL2606 20250701 ... 20125 20045 AL
36 36 ZN2507 20250701 ... 22310 22490 ZN
37 37 ZN2508 20250701 ... 22255 22435 ZN
38 38 ZN2509 20250701 ... 22190 22390 ZN
39 39 ZN2510 20250701 ... 22140 22330 ZN
40 40 ZN2511 20250701 ... 22085 22250 ZN
41 41 ZN2512 20250701 ... 22060 22200 ZN
42 42 ZN2601 20250701 ... 22045 22130 ZN
43 43 ZN2602 20250701 ... 21995 22100 ZN
44 44 ZN2603 20250701 ... 21995 22000 ZN
45 45 ZN2604 20250701 ... 22005 22025 ZN
46 46 ZN2605 20250701 ... 21990 22010 ZN
47 47 ZN2606 20250701 ... 21955 22010 ZN
48 48 PB2507 20250701 ... 17085 17100 PB
49 49 PB2508 20250701 ... 17135 17145 PB
50 50 PB2509 20250701 ... 17150 17170 PB
51 51 PB2510 20250701 ... 17145 17165 PB
52 52 PB2511 20250701 ... 17125 17150 PB
53 53 PB2512 20250701 ... 17115 17125 PB
54 54 PB2601 20250701 ... 17140 17155 PB
55 55 PB2602 20250701 ... 17120 17150 PB
56 56 PB2603 20250701 ... 17150 17150 PB
57 57 PB2604 20250701 ... 17165 17165 PB
58 58 PB2605 20250701 ... 17155 17155 PB
59 59 PB2606 20250701 ... 17115 17185 PB
60 60 NI2507 20250701 ... 120250 120740 NI
61 61 NI2508 20250701 ... 120390 120970 NI
62 62 NI2509 20250701 ... 120460 121030 NI
63 63 NI2510 20250701 ... 120600 121150 NI
64 64 NI2511 20250701 ... 120750 121340 NI
65 65 NI2512 20250701 ... 121010 121630 NI
66 66 NI2601 20250701 ... 121140 121770 NI
67 67 NI2602 20250701 ... 121300 121840 NI
68 68 NI2603 20250701 ... 122170 122170 NI
69 69 NI2604 20250701 ... 122640 122640 NI
70 70 NI2605 20250701 ... 121940 122520 NI
71 71 NI2606 20250701 ... 122680 122680 NI
72 72 SN2507 20250701 ... 266880 267860 SN
73 73 SN2508 20250701 ... 267340 268140 SN
74 74 SN2509 20250701 ... 267450 268090 SN
75 75 SN2510 20250701 ... 267400 267790 SN
76 76 SN2511 20250701 ... 266490 267280 SN
77 77 SN2512 20250701 ... 265990 266680 SN
78 78 SN2601 20250701 ... 266150 266910 SN
79 79 SN2602 20250701 ... 266050 267310 SN
80 80 SN2603 20250701 ... 266060 267190 SN
81 81 SN2604 20250701 ... 266230 266590 SN
82 82 SN2605 20250701 ... 265950 266070 SN
83 83 SN2606 20250701 ... 266200 266430 SN
84 84 AO2507 20250701 ... 3071 3106 AO
85 85 AO2508 20250701 ... 2977 3023 AO
86 86 AO2509 20250701 ... 2941 2987 AO
87 87 AO2510 20250701 ... 2916 2959 AO
88 88 AO2511 20250701 ... 2907 2949 AO
89 89 AO2512 20250701 ... 2899 2943 AO
90 90 AO2601 20250701 ... 2892 2933 AO
91 91 AO2602 20250701 ... 2888 2932 AO
92 92 AO2603 20250701 ... 2886 2926 AO
93 93 AO2604 20250701 ... 2886 2924 AO
94 94 AO2605 20250701 ... 2886 2918 AO
95 95 AO2606 20250701 ... 2879 2913 AO
96 96 AD2511 20250701 ... 19795 19775 AD
97 97 AD2512 20250701 ... 19700 19695 AD
98 98 AD2601 20250701 ... 19635 19625 AD
99 99 AD2602 20250701 ... 19610 19570 AD
100 100 AD2603 20250701 ... 19490 19490 AD
101 101 AD2604 20250701 ... 19520 19360 AD
102 102 AD2605 20250701 ... 19465 19410 AD
103 103 AD2606 20250701 ... 19400 19415 AD
104 104 AU2507 20250701 ... 769.12 761.7 AU
105 105 AU2508 20250701 ... 768.62 762.5 AU
106 106 AU2509 20250701 ... 771.02 763.52 AU
107 107 AU2510 20250701 ... 770.64 764.86 AU
108 108 AU2512 20250701 ... 773.24 766.6 AU
109 109 AU2602 20250701 ... 775.18 768.48 AU
110 110 AU2604 20250701 ... 777.5 770.68 AU
111 111 AU2606 20250701 ... 779.96 773.18 AU
112 112 AG2507 20250701 ... 8728 8705 AG
113 113 AG2508 20250701 ... 8739 8713 AG
114 114 AG2509 20250701 ... 8752 8724 AG
115 115 AG2510 20250701 ... 8764 8738 AG
116 116 AG2511 20250701 ... 8777 8742 AG
117 117 AG2512 20250701 ... 8784 8756 AG
118 118 AG2601 20250701 ... 8795 8763 AG
119 119 AG2602 20250701 ... 8804 8772 AG
120 120 AG2603 20250701 ... 8821 8786 AG
121 121 AG2604 20250701 ... 8833 8800 AG
122 122 AG2605 20250701 ... 8843 8815 AG
123 123 AG2606 20250701 ... 8858 8829 AG
124 124 RB2507 20250701 ... 2988 2999 RB
125 125 RB2508 20250701 ... 2955 2975 RB
126 126 RB2509 20250701 ... 2954 2971 RB
127 127 RB2510 20250701 ... 2987 3009 RB
128 128 RB2511 20250701 ... 2996 3015 RB
129 129 RB2512 20250701 ... 3007 3024 RB
130 130 RB2601 20250701 ... 3005 3023 RB
131 131 RB2602 20250701 ... 3011 3010 RB
132 132 RB2603 20250701 ... 2996 3009 RB
133 133 RB2604 20250701 ... 3011 3033 RB
134 134 RB2605 20250701 ... 3012 3026 RB
135 135 RB2606 20250701 ... 3018 3032 RB
136 136 WR2507 20250701 ... 3356 3356 WR
137 137 WR2508 20250701 ... 3359 3359 WR
138 138 WR2509 20250701 ... 3257 3245 WR
139 139 WR2510 20250701 ... 3303 3328 WR
140 140 WR2511 20250701 ... 3361 3361 WR
141 141 WR2512 20250701 ... 3337 3337 WR
142 142 WR2601 20250701 ... 3325 3330 WR
143 143 WR2602 20250701 ... 3396 3396 WR
144 144 WR2603 20250701 ... 3387 3387 WR
145 145 WR2604 20250701 ... 3392 3392 WR
146 146 WR2605 20250701 ... 3369 3369 WR
147 147 WR2606 20250701 ... 3367 3373 WR
148 148 HC2507 20250701 ... 3124 3147 HC
149 149 HC2508 20250701 ... 3131 3151 HC
150 150 HC2509 20250701 ... 3129 3141 HC
151 151 HC2510 20250701 ... 3121 3134 HC
152 152 HC2511 20250701 ... 3120 3137 HC
153 153 HC2512 20250701 ... 3123 3147 HC
154 154 HC2601 20250701 ... 3125 3140 HC
155 155 HC2602 20250701 ... 3126 3150 HC
156 156 HC2603 20250701 ... 3127 3154 HC
157 157 HC2604 20250701 ... 3132 3155 HC
158 158 HC2605 20250701 ... 3121 3142 HC
159 159 HC2606 20250701 ... 3124 3151 HC
160 160 SS2507 20250701 ... 12440 12580 SS
161 161 SS2508 20250701 ... 12535 12670 SS
162 162 SS2509 20250701 ... 12505 12620 SS
163 163 SS2510 20250701 ... 12475 12580 SS
164 164 SS2511 20250701 ... 12490 12595 SS
165 165 SS2512 20250701 ... 12510 12600 SS
166 166 SS2601 20250701 ... 12555 12635 SS
167 167 SS2602 20250701 ... 12595 12680 SS
168 168 SS2603 20250701 ... 12635 12700 SS
169 169 SS2604 20250701 ... 12630 12730 SS
170 170 SS2605 20250701 ... 12675 12765 SS
171 171 SS2606 20250701 ... 12700 12785 SS
172 172 SC2508 20250701 ... 497 496.1 SC
173 173 SC2509 20250701 ... 490.9 490.3 SC
174 174 SC2510 20250701 ... 485.4 484.8 SC
175 175 SC2511 20250701 ... 481.8 481.7 SC
176 176 SC2512 20250701 ... 478.8 480 SC
177 177 SC2601 20250701 ... 476.5 478.4 SC
178 178 SC2602 20250701 ... 475 476.9 SC
179 179 SC2603 20250701 ... 473.9 476.5 SC
180 180 SC2604 20250701 ... 476.3 474.9 SC
181 181 SC2605 20250701 ... 470.6 473.2 SC
182 182 SC2606 20250701 ... 470.2 472.6 SC
183 183 SC2607 20250701 ... 470.9 472.6 SC
184 184 SC2609 20250701 ... 467.3 472.5 SC
185 185 SC2612 20250701 ... 470.6 470.6 SC
186 186 SC2703 20250701 ... 468.4 468.4 SC
187 187 SC2706 20250701 ... 462.7 466.8 SC
188 188 SC2709 20250701 ... 465.7 465.7 SC
189 189 SC2712 20250701 ... 465.8 465.8 SC
190 190 SC2803 20250701 ... 460.4 461.3 SC
191 191 SC2806 20250701 ... 459.9 465.6 SC
192 192 LU2508 20250701 ... 3591 3621 LU
193 193 LU2509 20250701 ... 3576 3591 LU
194 194 LU2510 20250701 ... 3553 3564 LU
195 195 LU2511 20250701 ... 3528 3543 LU
196 196 LU2512 20250701 ... 3505 3514 LU
197 197 LU2601 20250701 ... 3499 3518 LU
198 198 LU2602 20250701 ... 3480 3507 LU
199 199 LU2603 20250701 ... 3456 3487 LU
200 200 LU2604 20250701 ... 3450 3472 LU
201 201 LU2605 20250701 ... 3427 3437 LU
202 202 LU2606 20250701 ... 3423 3416 LU
203 203 LU2607 20250701 ... 3416 3416 LU
204 204 FU2508 20250701 ... 2937 2964 FU
205 205 FU2509 20250701 ... 2973 2990 FU
206 206 FU2510 20250701 ... 2921 2935 FU
207 207 FU2511 20250701 ... 2882 2892 FU
208 208 FU2512 20250701 ... 2858 2863 FU
209 209 FU2601 20250701 ... 2850 2849 FU
210 210 FU2602 20250701 ... 2832 2827 FU
211 211 FU2603 20250701 ... 2823 2819 FU
212 212 FU2604 20250701 ... 2811 2806 FU
213 213 FU2605 20250701 ... 2802 2800 FU
214 214 FU2606 20250701 ... 2790 2788 FU
215 215 FU2607 20250701 ... 2781 2788 FU
216 216 BU2507 20250701 ... 3592 3570 BU
217 217 BU2508 20250701 ... 3580 3567 BU
218 218 BU2509 20250701 ... 3566 3556 BU
219 219 BU2510 20250701 ... 3520 3514 BU
220 220 BU2511 20250701 ... 3451 3450 BU
221 221 BU2512 20250701 ... 3373 3376 BU
222 222 BU2601 20250701 ... 3334 3338 BU
223 223 BU2602 20250701 ... 3303 3309 BU
224 224 BU2603 20250701 ... 3307 3310 BU
225 225 BU2604 20250701 ... 3292 3299 BU
226 226 BU2605 20250701 ... 3274 3282 BU
227 227 BU2606 20250701 ... 3242 3259 BU
228 228 BU2609 20250701 ... 3253 3249 BU
229 229 BU2612 20250701 ... 3212 3219 BU
230 230 BU2703 20250701 ... 3215 3229 BU
231 231 BU2706 20250701 ... 3228 3235 BU
232 232 BR2507 20250701 ... 11350 11360 BR
233 233 BR2508 20250701 ... 11220 11270 BR
234 234 BR2509 20250701 ... 11110 11165 BR
235 235 BR2510 20250701 ... 11055 11130 BR
236 236 BR2511 20250701 ... 11020 11095 BR
237 237 BR2512 20250701 ... 10985 11070 BR
238 238 BR2601 20250701 ... 10980 11035 BR
239 239 BR2602 20250701 ... 11010 11020 BR
240 240 BR2603 20250701 ... 11015 11025 BR
241 241 BR2604 20250701 ... 11065 11045 BR
242 242 BR2605 20250701 ... 11000 11060 BR
243 243 BR2606 20250701 ... 11000 11035 BR
244 244 RU2507 20250701 ... 13905 13935 RU
245 245 RU2508 20250701 ... 13945 13985 RU
246 246 RU2509 20250701 ... 13975 14010 RU
247 247 RU2510 20250701 ... 13975 14020 RU
248 248 RU2511 20250701 ... 13995 14005 RU
249 249 RU2601 20250701 ... 14850 14850 RU
250 250 RU2603 20250701 ... 14875 14890 RU
251 251 RU2604 20250701 ... 14975 14880 RU
252 252 RU2605 20250701 ... 14875 14895 RU
253 253 RU2606 20250701 ... 14915 14915 RU
254 254 NR2507 20250701 ... 12175 12130 NR
255 255 NR2508 20250701 ... 12210 12170 NR
256 256 NR2509 20250701 ... 12170 12125 NR
257 257 NR2510 20250701 ... 12165 12115 NR
258 258 NR2511 20250701 ... 12180 12130 NR
259 259 NR2512 20250701 ... 12180 12130 NR
260 260 NR2601 20250701 ... 12165 12115 NR
261 261 NR2602 20250701 ... 12185 12180 NR
262 262 NR2603 20250701 ... 12175 12115 NR
263 263 NR2604 20250701 ... 12185 12200 NR
264 264 NR2605 20250701 ... 12225 12225 NR
265 265 NR2606 20250701 ... 12260 12260 NR
266 266 SP2507 20250701 ... 5024 5048 SP
267 267 SP2508 20250701 ... 5044 5068 SP
268 268 SP2509 20250701 ... 5044 5066 SP
269 269 SP2510 20250701 ... 5046 5064 SP
270 270 SP2511 20250701 ... 5034 5052 SP
271 271 SP2512 20250701 ... 5032 5050 SP
272 272 SP2601 20250701 ... 5230 5262 SP
273 273 SP2602 20250701 ... 5170 5198 SP
274 274 SP2603 20250701 ... 5170 5186 SP
275 275 SP2604 20250701 ... 5172 5190 SP
276 276 SP2605 20250701 ... 5178 5198 SP
277 277 SP2606 20250701 ... 5190 5200 SP
278 278 EC2508 20250701 ... 1852.6 1767.1 EC
279 279 EC2510 20250701 ... 1368.8 1339.8 EC
280 280 EC2512 20250701 ... 1526.5 1498 EC
281 281 EC2602 20250701 ... 1331.2 1316.5 EC
282 282 EC2604 20250701 ... 1175.5 1169 EC
283 283 EC2606 20250701 ... 1313.6 1169 EC
284 286 SC_TAS2508 20250701 ... SC_TAS
285 287 SC_TAS2509 20250701 ... SC_TAS
286 288 SC_TAS2510 20250701 ... SC_TAS
287 289 SC_TAS2511 20250701 ... SC_TAS
[288 rows x 13 columns]
2025-07-01 18:26:19,808 - future_1d - INFO - ak.get_shfe_daily('2025-07-01') done
symbol date open ... settle pre_settle variety
0 PS2507 20250701 33640.0 ... 33355.0 33640.0 PS
1 PS2508 20250701 33470.0 ... 32760.0 33500.0 PS
2 PS2509 20250701 32640.0 ... 32065.0 32860.0 PS
3 PS2510 20250701 32490.0 ... 31840.0 32660.0 PS
4 PS2511 20250701 32500.0 ... 31725.0 32525.0 PS
5 PS2512 20250701 34230.0 ... 33800.0 34605.0 PS
6 PS2601 20250701 34045.0 ... 33565.0 34375.0 PS
7 PS2602 20250701 33660.0 ... 33425.0 34205.0 PS
8 PS2603 20250701 33555.0 ... 33460.0 34110.0 PS
9 PS2604 20250701 33610.0 ... 33235.0 33900.0 PS
10 PS2605 20250701 33600.0 ... 33315.0 33990.0 PS
11 PS2606 20250701 35130.0 ... 34660.0 35360.0 PS
13 SI2507 20250701 8130.0 ... 7950.0 8150.0 SI
14 SI2508 20250701 8095.0 ... 7845.0 8125.0 SI
15 SI2509 20250701 8000.0 ... 7835.0 8115.0 SI
16 SI2510 20250701 8020.0 ... 7790.0 8105.0 SI
17 SI2511 20250701 7970.0 ... 7775.0 8030.0 SI
18 SI2512 20250701 8245.0 ... 8055.0 8295.0 SI
19 SI2601 20250701 8195.0 ... 7980.0 8240.0 SI
20 SI2602 20250701 8075.0 ... 7945.0 8225.0 SI
21 SI2603 20250701 8090.0 ... 7945.0 8215.0 SI
22 SI2604 20250701 8085.0 ... 7960.0 8210.0 SI
23 SI2605 20250701 8150.0 ... 7955.0 8210.0 SI
24 SI2606 20250701 8265.0 ... 7960.0 8200.0 SI
27 LC2507 20250701 63120.0 ... 62120.0 62880.0 LC
28 LC2508 20250701 62440.0 ... 62200.0 62780.0 LC
29 LC2509 20250701 62140.0 ... 61980.0 62680.0 LC
30 LC2510 20250701 62000.0 ... 61800.0 62600.0 LC
31 LC2511 20250701 61940.0 ... 61700.0 62460.0 LC
32 LC2512 20250701 62300.0 ... 62020.0 62860.0 LC
33 LC2601 20250701 62520.0 ... 62080.0 62920.0 LC
34 LC2602 20250701 62360.0 ... 62040.0 62760.0 LC
35 LC2603 20250701 62580.0 ... 62020.0 62920.0 LC
36 LC2604 20250701 62840.0 ... 62580.0 63400.0 LC
37 LC2605 20250701 62700.0 ... 62600.0 63500.0 LC
38 LC2606 20250701 62860.0 ... 62480.0 63480.0 LC
[36 rows x 12 columns]
2025-07-01 18:26:19,917 - future_1d - INFO - ak.get_gfex_daily('2025-07-01') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250701 7678.0 7735.0 ... 360261.78 7700.0 7699.0 AP
1 AP511 20250701 7530.0 7554.0 ... 806.44 7537.0 7527.0 AP
2 AP512 20250701 7564.0 7591.0 ... 68.09 7566.0 7569.0 AP
3 AP601 20250701 7566.0 7630.0 ... 10522.48 7603.0 7598.0 AP
4 AP603 20250701 7625.0 7638.0 ... 99.14 7626.0 7627.0 AP
5 AP604 20250701 7676.0 7698.0 ... 23.06 7685.0 7682.0 AP
6 AP605 20250701 7745.0 7753.0 ... 208.51 7723.0 7722.0 AP
7 CF507 20250701 13505.0 13530.0 ... 3816.86 13515.0 13620.0 CF
8 CF509 20250701 13760.0 13780.0 ... 1296433.16 13735.0 13815.0 CF
9 CF511 20250701 13675.0 13700.0 ... 129178.71 13660.0 13740.0 CF
10 CF601 20250701 13725.0 13785.0 ... 318377.51 13750.0 13830.0 CF
11 CF603 20250701 13755.0 13760.0 ... 1145.27 13715.0 13795.0 CF
12 CF605 20250701 13760.0 13780.0 ... 8848.99 13750.0 13820.0 CF
13 CJ507 20250701 9465.0 9495.0 ... 236.57 9465.0 9495.0 CJ
14 CJ509 20250701 9550.0 9770.0 ... 938605.48 9650.0 9620.0 CJ
15 CJ512 20250701 10575.0 10845.0 ... 17583.73 10700.0 10580.0 CJ
16 CJ601 20250701 10730.0 10980.0 ... 720610.29 10840.0 10715.0 CJ
17 CJ603 20250701 10815.0 11125.0 ... 13006.69 10960.0 10815.0 CJ
18 CJ605 20250701 11000.0 11300.0 ... 41948.62 11155.0 11000.0 CJ
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21 CY509 20250701 19965.0 20055.0 ... 73358.52 20000.0 20110.0 CY
22 CY510 20250701 0.0 0.0 ... 0.00 19620.0 19730.0 CY
23 CY511 20250701 0.0 0.0 ... 0.00 19980.0 19980.0 CY
24 CY512 20250701 0.0 0.0 ... 0.00 19910.0 19910.0 CY
25 CY601 20250701 0.0 0.0 ... 0.00 20030.0 20085.0 CY
26 CY602 20250701 0.0 0.0 ... 0.00 19810.0 19810.0 CY
27 CY603 20250701 0.0 0.0 ... 0.00 20120.0 20120.0 CY
28 CY604 20250701 0.0 0.0 ... 0.00 19725.0 19555.0 CY
29 CY605 20250701 0.0 0.0 ... 0.00 20135.0 20135.0 CY
30 CY606 20250701 0.0 0.0 ... 0.00 19715.0 19715.0 CY
31 FG507 20250701 902.0 905.0 ... 972.71 901.0 935.0 FG
32 FG508 20250701 1011.0 1014.0 ... 28597.26 995.0 1025.0 FG
33 FG509 20250701 1005.0 1006.0 ... 3176519.12 988.0 1018.0 FG
34 FG510 20250701 1042.0 1047.0 ... 22475.27 1034.0 1054.0 FG
35 FG511 20250701 1034.0 1036.0 ... 28432.62 1022.0 1043.0 FG
36 FG512 20250701 1100.0 1100.0 ... 10938.45 1082.0 1099.0 FG
37 FG601 20250701 1082.0 1086.0 ... 282747.65 1070.0 1087.0 FG
38 FG602 20250701 1117.0 1117.0 ... 397.80 1105.0 1121.0 FG
39 FG603 20250701 1111.0 1115.0 ... 853.33 1100.0 1115.0 FG
40 FG604 20250701 1135.0 1138.0 ... 479.88 1126.0 1139.0 FG
41 FG605 20250701 1130.0 1131.0 ... 5061.98 1116.0 1132.0 FG
42 FG606 20250701 1145.0 1145.0 ... 416.75 1132.0 1142.0 FG
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47 JR603 20250701 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR605 20250701 0.0 0.0 ... 0.00 2662.0 2662.0 JR
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50 LR509 20250701 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR511 20250701 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 LR601 20250701 0.0 0.0 ... 0.00 2360.0 2360.0 LR
53 MA507 20250701 2421.0 2425.0 ... 285.65 2421.0 2430.0 MA
54 MA508 20250701 2417.0 2429.0 ... 20543.30 2415.0 2425.0 MA
55 MA509 20250701 2380.0 2385.0 ... 1945243.80 2374.0 2386.0 MA
56 MA510 20250701 2391.0 2393.0 ... 72797.55 2384.0 2391.0 MA
57 MA511 20250701 2396.0 2401.0 ... 86742.69 2392.0 2397.0 MA
58 MA512 20250701 2414.0 2419.0 ... 12119.45 2405.0 2417.0 MA
59 MA601 20250701 2413.0 2420.0 ... 155567.38 2410.0 2415.0 MA
60 MA602 20250701 2399.0 2399.0 ... 2173.44 2399.0 2399.0 MA
61 MA603 20250701 2396.0 2399.0 ... 2180.30 2396.0 2396.0 MA
62 MA604 20250701 2359.0 2362.0 ... 14.16 2360.0 2366.0 MA
63 MA605 20250701 2324.0 2335.0 ... 2635.79 2324.0 2324.0 MA
64 MA606 20250701 2331.0 2340.0 ... 37.30 2331.0 2334.0 MA
65 OI507 20250701 9586.0 9586.0 ... 9.59 9586.0 9547.0 OI
66 OI509 20250701 9437.0 9506.0 ... 2811059.76 9461.0 9427.0 OI
67 OI511 20250701 9423.0 9501.0 ... 96915.08 9458.0 9419.0 OI
68 OI601 20250701 9386.0 9455.0 ... 325897.27 9410.0 9371.0 OI
69 OI603 20250701 9319.0 9395.0 ... 1057.51 9359.0 9319.0 OI
70 OI605 20250701 9260.0 9300.0 ... 2659.41 9266.0 9227.0 OI
71 PF507 20250701 6680.0 6860.0 ... 904.83 6678.0 6650.0 PF
72 PF508 20250701 6560.0 6626.0 ... 589383.71 6578.0 6546.0 PF
73 PF509 20250701 6472.0 6532.0 ... 242233.79 6482.0 6472.0 PF
74 PF510 20250701 6480.0 6522.0 ... 158511.41 6480.0 6476.0 PF
75 PF511 20250701 6438.0 6472.0 ... 142366.59 6426.0 6428.0 PF
76 PF512 20250701 6414.0 6440.0 ... 30760.71 6376.0 6402.0 PF
77 PF601 20250701 6420.0 6442.0 ... 1112.51 6394.0 6410.0 PF
78 PF602 20250701 6376.0 6414.0 ... 19.20 6402.0 6530.0 PF
79 PF603 20250701 6400.0 6420.0 ... 12.82 6410.0 6402.0 PF
80 PF604 20250701 6414.0 6414.0 ... 9.60 6402.0 6436.0 PF
81 PF605 20250701 6402.0 6402.0 ... 3.20 6402.0 6396.0 PF
82 PF606 20250701 6404.0 6404.0 ... 3.20 6404.0 6372.0 PF
83 PK510 20250701 8166.0 8228.0 ... 188273.69 8196.0 8162.0 PK
84 PK511 20250701 7926.0 7982.0 ... 49641.61 7958.0 7926.0 PK
85 PK512 20250701 7938.0 7968.0 ... 386.04 7960.0 7932.0 PK
86 PK601 20250701 7958.0 7968.0 ... 3335.63 7962.0 7950.0 PK
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88 PK604 20250701 7948.0 7950.0 ... 27.82 7950.0 7956.0 PK
89 PK605 20250701 7950.0 7952.0 ... 119.26 7952.0 7952.0 PK
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98 PR509 20250701 5948.0 5974.0 ... 507324.11 5932.0 5956.0 PR
99 PR510 20250701 5902.0 5930.0 ... 360901.70 5884.0 5904.0 PR
100 PR511 20250701 5888.0 5912.0 ... 119335.45 5870.0 5896.0 PR
101 PR512 20250701 5860.0 5874.0 ... 166.62 5846.0 5852.0 PR
102 PR601 20250701 5862.0 5874.0 ... 253.91 5838.0 5866.0 PR
103 PR602 20250701 0.0 0.0 ... 0.00 5876.0 5876.0 PR
104 PR603 20250701 0.0 0.0 ... 0.00 5874.0 5874.0 PR
105 PR604 20250701 0.0 0.0 ... 0.00 5864.0 5864.0 PR
106 PR605 20250701 0.0 0.0 ... 0.00 5860.0 5860.0 PR
107 PR606 20250701 0.0 0.0 ... 0.00 5848.0 5848.0 PR
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110 PX509 20250701 6816.0 6870.0 ... 954627.77 6798.0 6826.0 PX
111 PX510 20250701 6734.0 6782.0 ... 80379.82 6712.0 6732.0 PX
112 PX511 20250701 6684.0 6740.0 ... 117567.69 6668.0 6686.0 PX
113 PX512 20250701 6666.0 6696.0 ... 19741.27 6636.0 6684.0 PX
114 PX601 20250701 6618.0 6678.0 ... 48705.72 6614.0 6602.0 PX
115 PX602 20250701 0.0 0.0 ... 0.00 6606.0 6572.0 PX
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121 RI509 20250701 0.0 0.0 ... 0.00 2479.0 2479.0 RI
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124 RI603 20250701 0.0 0.0 ... 0.00 2479.0 2479.0 RI
125 RI605 20250701 0.0 0.0 ... 0.00 2479.0 2479.0 RI
126 RM507 20250701 2433.0 2453.0 ... 4995.96 2445.0 2437.0 RM
127 RM508 20250701 2583.0 2600.0 ... 19040.96 2590.0 2578.0 RM
128 RM509 20250701 2575.0 2597.0 ... 954504.43 2583.0 2569.0 RM
129 RM511 20250701 2405.0 2420.0 ... 8929.70 2411.0 2405.0 RM
130 RM601 20250701 2304.0 2316.0 ... 110269.55 2308.0 2300.0 RM
131 RM603 20250701 2286.0 2293.0 ... 14581.93 2288.0 2284.0 RM
132 RM605 20250701 2313.0 2323.0 ... 11338.07 2318.0 2316.0 RM
133 RS507 20250701 0.0 0.0 ... 0.00 4950.0 4950.0 RS
134 RS508 20250701 5083.0 5130.0 ... 10.21 5107.0 5120.0 RS
135 RS509 20250701 5104.0 5117.0 ... 96.85 5097.0 5152.0 RS
136 RS511 20250701 0.0 0.0 ... 0.00 5252.0 5252.0 RS
137 SA507 20250701 1255.0 1255.0 ... 235.75 1156.0 1173.0 SA
138 SA508 20250701 1182.0 1185.0 ... 22702.34 1172.0 1202.0 SA
139 SA509 20250701 1178.0 1180.0 ... 3157410.25 1169.0 1199.0 SA
140 SA510 20250701 1195.0 1197.0 ... 67075.95 1189.0 1212.0 SA
141 SA511 20250701 1191.0 1194.0 ... 78551.81 1187.0 1212.0 SA
142 SA512 20250701 1205.0 1206.0 ... 25602.63 1197.0 1225.0 SA
143 SA601 20250701 1193.0 1194.0 ... 496098.28 1182.0 1211.0 SA
144 SA602 20250701 1209.0 1209.0 ... 4357.17 1194.0 1226.0 SA
145 SA603 20250701 1204.0 1207.0 ... 6868.89 1191.0 1224.0 SA
146 SA604 20250701 1219.0 1220.0 ... 8561.90 1203.0 1243.0 SA
147 SA605 20250701 1215.0 1217.0 ... 29004.57 1202.0 1229.0 SA
148 SA606 20250701 1224.0 1225.0 ... 2829.06 1203.0 1244.0 SA
149 SF507 20250701 5386.0 5464.0 ... 4221.16 5350.0 5514.0 SF
150 SF508 20250701 5324.0 5326.0 ... 18289.05 5268.0 5400.0 SF
151 SF509 20250701 5320.0 5326.0 ... 529354.16 5258.0 5380.0 SF
152 SF510 20250701 5236.0 5242.0 ... 110075.01 5172.0 5294.0 SF
153 SF511 20250701 5360.0 5360.0 ... 142772.36 5296.0 5420.0 SF
154 SF512 20250701 5290.0 5290.0 ... 26673.38 5264.0 5358.0 SF
155 SF601 20250701 5302.0 5302.0 ... 12071.39 5236.0 5348.0 SF
156 SF602 20250701 5224.0 5232.0 ... 872.15 5176.0 5268.0 SF
157 SF603 20250701 5368.0 5368.0 ... 47.75 5306.0 5392.0 SF
158 SF604 20250701 5312.0 5312.0 ... 10.61 5304.0 5370.0 SF
159 SF605 20250701 5330.0 5330.0 ... 250.94 5284.0 5380.0 SF
160 SF606 20250701 5260.0 5260.0 ... 33.90 5216.0 5328.0 SF
161 SH507 20250701 2400.0 2414.0 ... 548.62 2406.0 2391.0 SH
162 SH508 20250701 2288.0 2347.0 ... 191005.93 2301.0 2315.0 SH
163 SH509 20250701 2317.0 2361.0 ... 4002167.99 2317.0 2340.0 SH
164 SH510 20250701 2360.0 2400.0 ... 324305.14 2358.0 2380.0 SH
165 SH511 20250701 2350.0 2386.0 ... 210076.76 2345.0 2365.0 SH
166 SH512 20250701 2345.0 2387.0 ... 20487.74 2351.0 2368.0 SH
167 SH601 20250701 2327.0 2355.0 ... 88616.44 2323.0 2337.0 SH
168 SH602 20250701 2333.0 2370.0 ... 386.17 2340.0 2360.0 SH
169 SH603 20250701 2338.0 2378.0 ... 169.28 2351.0 2369.0 SH
170 SH604 20250701 2374.0 2406.0 ... 35.77 2384.0 2404.0 SH
171 SH605 20250701 2373.0 2410.0 ... 1892.12 2380.0 2397.0 SH
172 SH606 20250701 2391.0 2426.0 ... 50.40 2400.0 2414.0 SH
173 SM507 20250701 5584.0 5604.0 ... 547.26 5584.0 5660.0 SM
174 SM508 20250701 5620.0 5638.0 ... 31535.84 5604.0 5670.0 SM
175 SM509 20250701 5638.0 5644.0 ... 565565.68 5610.0 5678.0 SM
176 SM510 20250701 5602.0 5608.0 ... 34860.60 5578.0 5646.0 SM
177 SM511 20250701 5684.0 5692.0 ... 74618.20 5666.0 5728.0 SM
178 SM512 20250701 5682.0 5682.0 ... 29246.98 5658.0 5684.0 SM
179 SM601 20250701 5676.0 5676.0 ... 21189.98 5642.0 5708.0 SM
180 SM602 20250701 5672.0 5676.0 ... 121.29 5642.0 5696.0 SM
181 SM603 20250701 5678.0 5686.0 ... 62.18 5654.0 5708.0 SM
182 SM604 20250701 5662.0 5676.0 ... 36.80 5662.0 5712.0 SM
183 SM605 20250701 5672.0 5694.0 ... 170.05 5668.0 5736.0 SM
184 SM606 20250701 5674.0 5684.0 ... 5.68 5680.0 5728.0 SM
185 SR507 20250701 5796.0 5805.0 ... 1263.63 5796.0 5817.0 SR
186 SR509 20250701 5773.0 5795.0 ... 1100524.80 5781.0 5802.0 SR
187 SR511 20250701 5661.0 5675.0 ... 98163.84 5662.0 5681.0 SR
188 SR601 20250701 5598.0 5615.0 ... 139980.50 5601.0 5620.0 SR
189 SR603 20250701 5573.0 5584.0 ... 3204.33 5573.0 5591.0 SR
190 SR605 20250701 5557.0 5557.0 ... 5138.72 5543.0 5559.0 SR
191 TA507 20250701 5016.0 5030.0 ... 6247.75 4968.0 5016.0 TA
192 TA508 20250701 4926.0 4958.0 ... 64316.04 4906.0 4940.0 TA
193 TA509 20250701 4818.0 4850.0 ... 2823690.82 4804.0 4824.0 TA
194 TA510 20250701 4730.0 4774.0 ... 131623.75 4730.0 4738.0 TA
195 TA511 20250701 4702.0 4736.0 ... 62709.24 4704.0 4700.0 TA
196 TA512 20250701 4674.0 4720.0 ... 4547.51 4676.0 4676.0 TA
197 TA601 20250701 4668.0 4702.0 ... 670356.22 4664.0 4650.0 TA
198 TA602 20250701 4676.0 4708.0 ... 312.55 4700.0 4662.0 TA
199 TA603 20250701 4668.0 4702.0 ... 135.34 4668.0 4662.0 TA
200 TA604 20250701 4666.0 4706.0 ... 18.71 4678.0 4674.0 TA
201 TA605 20250701 4674.0 4712.0 ... 2240.24 4678.0 4664.0 TA
202 TA606 20250701 4708.0 4708.0 ... 7.06 4706.0 4674.0 TA
203 UR507 20250701 1702.0 1732.0 ... 190.14 1729.0 1724.0 UR
204 UR508 20250701 1710.0 1735.0 ... 247.56 1719.0 1727.0 UR
205 UR509 20250701 1707.0 1728.0 ... 935589.85 1710.0 1715.0 UR
206 UR510 20250701 1692.0 1715.0 ... 7274.90 1700.0 1701.0 UR
207 UR511 20250701 1704.0 1724.0 ... 4820.79 1707.0 1710.0 UR
208 UR512 20250701 1701.0 1708.0 ... 156.01 1696.0 1707.0 UR
209 UR601 20250701 1677.0 1687.0 ... 66453.34 1675.0 1683.0 UR
210 UR602 20250701 1674.0 1683.0 ... 782.77 1673.0 1679.0 UR
211 UR603 20250701 1703.0 1703.0 ... 27.19 1700.0 1700.0 UR
212 UR604 20250701 1692.0 1699.0 ... 33.88 1694.0 1699.0 UR
213 UR605 20250701 1690.0 1698.0 ... 2010.32 1689.0 1696.0 UR
214 UR606 20250701 1684.0 1692.0 ... 138.21 1685.0 1690.0 UR
215 WH507 20250701 0.0 0.0 ... 0.00 3198.0 3198.0 WH
216 WH509 20250701 0.0 0.0 ... 0.00 3198.0 3198.0 WH
217 WH511 20250701 0.0 0.0 ... 0.00 3198.0 3198.0 WH
218 WH601 20250701 0.0 0.0 ... 0.00 3198.0 3198.0 WH
219 WH603 20250701 0.0 0.0 ... 0.00 3198.0 3198.0 WH
220 WH605 20250701 0.0 0.0 ... 0.00 3198.0 3198.0 WH
221 ZC507 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
222 ZC508 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
223 ZC509 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
224 ZC510 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
225 ZC511 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
226 ZC512 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
227 ZC601 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC602 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC603 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC604 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC605 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC606 20250701 0.0 0.0 ... 0.00 801.4 801.4 ZC
[233 rows x 12 columns]
2025-07-01 18:26:20,209 - future_1d - INFO - ak.get_czce_daily('2025-07-01') done
2025-07-01 18:26:21,941 - future_1d - INFO - save future_daily 2025-07-01 completed