=========================================================================
2025-09-17 16:25:42 Wed START TASK.01 future_1d future_daily
=========================================================================
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 143, in __init__
self._dbapi_connection = engine.raw_connection()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 3301, in raw_connection
return self.pool.connect()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 447, in connect
return _ConnectionFairy._checkout(self)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 1264, in _checkout
fairy = _ConnectionRecord.checkout(pool)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 711, in checkout
rec = pool._do_get()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/impl.py", line 177, in _do_get
with util.safe_reraise():
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/util/langhelpers.py", line 224, in __exit__
raise exc_value.with_traceback(exc_tb)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/impl.py", line 175, in _do_get
return self._create_connection()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 388, in _create_connection
return _ConnectionRecord(self)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 673, in __init__
self.__connect()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 899, in __connect
with util.safe_reraise():
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/util/langhelpers.py", line 224, in __exit__
raise exc_value.with_traceback(exc_tb)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 895, in __connect
self.dbapi_connection = connection = pool._invoke_creator(self)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/create.py", line 661, in connect
return dialect.connect(*cargs, **cparams)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/default.py", line 629, in connect
return self.loaded_dbapi.connect(*cargs, **cparams) # type: ignore[no-any-return] # NOQA: E501
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 352, in __init__
self.connect()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 636, in connect
self._request_authentication()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 911, in _request_authentication
auth_packet = self._read_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 709, in _read_packet
raise err.InternalError(
pymysql.err.InternalError: Packet sequence number wrong - got 1 expected 2
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/root/project/future_1d/future_daily.py", line 8, in
client = Future1dClient()
File "/root/project/future_1d/future1d_request.py", line 285, in __init__
self.calendar_dict = self.get_calendar_dict()
File "/root/project/future_1d/future1d_request.py", line 659, in get_calendar_dict
with self.engine.connect() as conn:
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 3277, in connect
return self._connection_cls(self)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 145, in __init__
Connection._handle_dbapi_exception_noconnection(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 2440, in _handle_dbapi_exception_noconnection
raise sqlalchemy_exception.with_traceback(exc_info[2]) from e
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 143, in __init__
self._dbapi_connection = engine.raw_connection()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 3301, in raw_connection
return self.pool.connect()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 447, in connect
return _ConnectionFairy._checkout(self)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 1264, in _checkout
fairy = _ConnectionRecord.checkout(pool)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 711, in checkout
rec = pool._do_get()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/impl.py", line 177, in _do_get
with util.safe_reraise():
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/util/langhelpers.py", line 224, in __exit__
raise exc_value.with_traceback(exc_tb)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/impl.py", line 175, in _do_get
return self._create_connection()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 388, in _create_connection
return _ConnectionRecord(self)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 673, in __init__
self.__connect()
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 899, in __connect
with util.safe_reraise():
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/util/langhelpers.py", line 224, in __exit__
raise exc_value.with_traceback(exc_tb)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/pool/base.py", line 895, in __connect
self.dbapi_connection = connection = pool._invoke_creator(self)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/create.py", line 661, in connect
return dialect.connect(*cargs, **cparams)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/default.py", line 629, in connect
return self.loaded_dbapi.connect(*cargs, **cparams) # type: ignore[no-any-return] # NOQA: E501
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 352, in __init__
self.connect()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 636, in connect
self._request_authentication()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 911, in _request_authentication
auth_packet = self._read_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 709, in _read_packet
raise err.InternalError(
sqlalchemy.exc.InternalError: (pymysql.err.InternalError) Packet sequence number wrong - got 1 expected 2
(Background on this error at: https://sqlalche.me/e/20/2j85)
=========================================================================
2025-09-17 16:27:34 Wed START TASK.01 future_1d future_daily
=========================================================================
2025-09-17 16:27:56,619 - future_1d - INFO - future_daily check=True check_last=7 start...
index symbol date ... settle pre_settle variety
0 0 CU2509 20250909 ... 79760 79710 CU
1 1 CU2510 20250909 ... 79710 79730 CU
2 2 CU2511 20250909 ... 79670 79690 CU
3 3 CU2512 20250909 ... 79640 79660 CU
4 4 CU2601 20250909 ... 79600 79620 CU
5 5 CU2602 20250909 ... 79620 79620 CU
6 6 CU2603 20250909 ... 79630 79620 CU
7 7 CU2604 20250909 ... 79700 79640 CU
8 8 CU2605 20250909 ... 79690 79680 CU
9 9 CU2606 20250909 ... 79690 79640 CU
10 10 CU2607 20250909 ... 79700 79680 CU
11 11 CU2608 20250909 ... 79740 79710 CU
12 12 BC2509 20250909 ... 70500 70330 BC
13 13 BC2510 20250909 ... 70810 70780 BC
14 14 BC2511 20250909 ... 70780 70810 BC
15 15 BC2512 20250909 ... 70790 70790 BC
16 16 BC2601 20250909 ... 70880 70810 BC
17 17 BC2602 20250909 ... 70900 70900 BC
18 18 BC2603 20250909 ... 70880 70820 BC
19 19 BC2604 20250909 ... 71200 71200 BC
20 20 BC2605 20250909 ... 71170 71170 BC
21 21 BC2606 20250909 ... 70700 70700 BC
22 22 BC2607 20250909 ... 70900 70900 BC
23 23 BC2608 20250909 ... 70800 70800 BC
24 24 AL2509 20250909 ... 20745 20690 AL
25 25 AL2510 20250909 ... 20750 20710 AL
26 26 AL2511 20250909 ... 20730 20695 AL
27 27 AL2512 20250909 ... 20715 20670 AL
28 28 AL2601 20250909 ... 20695 20655 AL
29 29 AL2602 20250909 ... 20695 20650 AL
30 30 AL2603 20250909 ... 20720 20685 AL
31 31 AL2604 20250909 ... 20740 20700 AL
32 32 AL2605 20250909 ... 20755 20750 AL
33 33 AL2606 20250909 ... 20765 20735 AL
34 34 AL2607 20250909 ... 20775 20755 AL
35 35 AL2608 20250909 ... 20775 20755 AL
36 36 ZN2509 20250909 ... 22155 22185 ZN
37 37 ZN2510 20250909 ... 22200 22245 ZN
38 38 ZN2511 20250909 ... 22205 22235 ZN
39 39 ZN2512 20250909 ... 22210 22240 ZN
40 40 ZN2601 20250909 ... 22215 22250 ZN
41 41 ZN2602 20250909 ... 22215 22235 ZN
42 42 ZN2603 20250909 ... 22230 22275 ZN
43 43 ZN2604 20250909 ... 22245 22270 ZN
44 44 ZN2605 20250909 ... 22270 22285 ZN
45 45 ZN2606 20250909 ... 22280 22310 ZN
46 46 ZN2607 20250909 ... 22250 22340 ZN
47 47 ZN2608 20250909 ... 22310 22315 ZN
48 48 PB2509 20250909 ... 16850 16835 PB
49 49 PB2510 20250909 ... 16915 16890 PB
50 50 PB2511 20250909 ... 16915 16890 PB
51 51 PB2512 20250909 ... 16920 16905 PB
52 52 PB2601 20250909 ... 16925 16915 PB
53 53 PB2602 20250909 ... 16945 16925 PB
54 54 PB2603 20250909 ... 16970 16960 PB
55 55 PB2604 20250909 ... 16990 16995 PB
56 56 PB2605 20250909 ... 17000 16995 PB
57 57 PB2606 20250909 ... 17030 17015 PB
58 58 PB2607 20250909 ... 17020 17020 PB
59 59 PB2608 20250909 ... 17060 17060 PB
60 60 NI2509 20250909 ... 120640 121240 NI
61 61 NI2510 20250909 ... 120940 121510 NI
62 62 NI2511 20250909 ... 121110 121660 NI
63 63 NI2512 20250909 ... 121320 121870 NI
64 64 NI2601 20250909 ... 121610 122130 NI
65 65 NI2602 20250909 ... 121760 122430 NI
66 66 NI2603 20250909 ... 122100 122760 NI
67 67 NI2604 20250909 ... 122290 122950 NI
68 68 NI2605 20250909 ... 122440 122930 NI
69 69 NI2606 20250909 ... 122750 123420 NI
70 70 NI2607 20250909 ... 122990 123570 NI
71 71 NI2608 20250909 ... 123060 123860 NI
72 72 SN2509 20250909 ... 269640 270130 SN
73 73 SN2510 20250909 ... 269790 271110 SN
74 74 SN2511 20250909 ... 270010 271190 SN
75 75 SN2512 20250909 ... 270020 270980 SN
76 76 SN2601 20250909 ... 269950 270710 SN
77 77 SN2602 20250909 ... 269870 271430 SN
78 78 SN2603 20250909 ... 270180 271600 SN
79 79 SN2604 20250909 ... 270260 270450 SN
80 80 SN2605 20250909 ... 270760 271370 SN
81 81 SN2606 20250909 ... 270710 273640 SN
82 82 SN2607 20250909 ... 270170 272320 SN
83 83 SN2608 20250909 ... 271420 272080 SN
84 84 AO2509 20250909 ... 2908 2917 AO
85 85 AO2510 20250909 ... 2919 2945 AO
86 86 AO2511 20250909 ... 2927 2955 AO
87 87 AO2512 20250909 ... 2935 2959 AO
88 88 AO2601 20250909 ... 2944 2965 AO
89 89 AO2602 20250909 ... 2948 2968 AO
90 90 AO2603 20250909 ... 3011 3028 AO
91 91 AO2604 20250909 ... 3021 3036 AO
92 92 AO2605 20250909 ... 3031 3049 AO
93 93 AO2606 20250909 ... 3037 3065 AO
94 94 AO2607 20250909 ... 3055 3075 AO
95 95 AO2608 20250909 ... 3070 3088 AO
96 96 AD2511 20250909 ... 20320 20305 AD
97 97 AD2512 20250909 ... 20335 20325 AD
98 98 AD2601 20250909 ... 20325 20285 AD
99 99 AD2602 20250909 ... 20280 20280 AD
100 100 AD2603 20250909 ... 20295 20295 AD
101 101 AD2604 20250909 ... 20240 20240 AD
102 102 AD2605 20250909 ... 20210 20210 AD
103 103 AD2606 20250909 ... 20155 20155 AD
104 104 AD2607 20250909 ... 20150 20150 AD
105 105 AD2608 20250909 ... 20170 20170 AD
106 106 AU2509 20250909 ... 831.12 819.72 AU
107 107 AU2510 20250909 ... 831.68 821.36 AU
108 108 AU2511 20250909 ... 832.74 822.48 AU
109 109 AU2512 20250909 ... 834.4 823.34 AU
110 110 AU2602 20250909 ... 836.64 825.52 AU
111 111 AU2604 20250909 ... 838.66 827.56 AU
112 112 AU2606 20250909 ... 841.12 829.82 AU
113 113 AU2608 20250909 ... 842.94 832.16 AU
114 114 AG2509 20250909 ... 9844 9778 AG
115 115 AG2510 20250909 ... 9867 9809 AG
116 116 AG2511 20250909 ... 9877 9826 AG
117 117 AG2512 20250909 ... 9889 9831 AG
118 118 AG2601 20250909 ... 9899 9845 AG
119 119 AG2602 20250909 ... 9908 9853 AG
120 120 AG2603 20250909 ... 9925 9874 AG
121 121 AG2604 20250909 ... 9934 9880 AG
122 122 AG2605 20250909 ... 9949 9895 AG
123 123 AG2606 20250909 ... 9962 9916 AG
124 124 AG2607 20250909 ... 9980 9932 AG
125 125 AG2608 20250909 ... 9993 9935 AG
126 126 RB2509 20250909 ... 2951 2949 RB
127 127 RB2510 20250909 ... 3043 3035 RB
128 128 RB2511 20250909 ... 3061 3054 RB
129 129 RB2512 20250909 ... 3107 3097 RB
130 130 RB2601 20250909 ... 3132 3123 RB
131 131 RB2602 20250909 ... 3125 3126 RB
132 132 RB2603 20250909 ... 3143 3140 RB
133 133 RB2604 20250909 ... 3164 3158 RB
134 134 RB2605 20250909 ... 3177 3170 RB
135 135 RB2606 20250909 ... 3190 3188 RB
136 136 RB2607 20250909 ... 3214 3203 RB
137 137 RB2608 20250909 ... 3218 3219 RB
138 138 WR2509 20250909 ... 3342 3342 WR
139 139 WR2510 20250909 ... 3287 3283 WR
140 140 WR2511 20250909 ... 3320 3365 WR
141 141 WR2512 20250909 ... 3349 3349 WR
142 142 WR2601 20250909 ... 3352 3376 WR
143 143 WR2602 20250909 ... 3337 3337 WR
144 144 WR2603 20250909 ... 3338 3435 WR
145 145 WR2604 20250909 ... 3400 3400 WR
146 146 WR2605 20250909 ... 3414 3429 WR
147 147 WR2606 20250909 ... 3375 3375 WR
148 148 WR2607 20250909 ... 3432 3387 WR
149 149 WR2608 20250909 ... 3414 3414 WR
150 150 HC2509 20250909 ... 3396 3396 HC
151 151 HC2510 20250909 ... 3384 3365 HC
152 152 HC2511 20250909 ... 3373 3354 HC
153 153 HC2512 20250909 ... 3366 3344 HC
154 154 HC2601 20250909 ... 3355 3335 HC
155 155 HC2602 20250909 ... 3353 3337 HC
156 156 HC2603 20250909 ... 3357 3339 HC
157 157 HC2604 20250909 ... 3359 3341 HC
158 158 HC2605 20250909 ... 3361 3345 HC
159 159 HC2606 20250909 ... 3366 3353 HC
160 160 HC2607 20250909 ... 3368 3347 HC
161 161 HC2608 20250909 ... 3371 3350 HC
162 162 SS2509 20250909 ... 12800 12730 SS
163 163 SS2510 20250909 ... 12850 12830 SS
164 164 SS2511 20250909 ... 12930 12895 SS
165 165 SS2512 20250909 ... 12975 12935 SS
166 166 SS2601 20250909 ... 13025 12995 SS
167 167 SS2602 20250909 ... 13065 13035 SS
168 168 SS2603 20250909 ... 13175 13115 SS
169 169 SS2604 20250909 ... 13190 13185 SS
170 170 SS2605 20250909 ... 13295 13250 SS
171 171 SS2606 20250909 ... 13330 13285 SS
172 172 SS2607 20250909 ... 13405 13350 SS
173 173 SS2608 20250909 ... 13445 13395 SS
174 174 SC2510 20250909 ... 483.4 476.2 SC
175 175 SC2511 20250909 ... 481.3 477.2 SC
176 176 SC2512 20250909 ... 479.6 476.7 SC
177 177 SC2601 20250909 ... 477.3 474.2 SC
178 178 SC2602 20250909 ... 476 472.6 SC
179 179 SC2603 20250909 ... 474.9 472.2 SC
180 180 SC2604 20250909 ... 473.4 470 SC
181 181 SC2605 20250909 ... 472.7 469.8 SC
182 182 SC2606 20250909 ... 471.4 469.2 SC
183 183 SC2607 20250909 ... 467.9 466.6 SC
184 184 SC2608 20250909 ... 467.4 463.1 SC
185 185 SC2609 20250909 ... 466 463.7 SC
186 186 SC2612 20250909 ... 464.8 459.9 SC
187 187 SC2703 20250909 ... 462.1 466.8 SC
188 188 SC2706 20250909 ... 459.3 457.5 SC
189 189 SC2709 20250909 ... 460.6 461.1 SC
190 190 SC2712 20250909 ... 461.7 464.6 SC
191 191 SC2803 20250909 ... 460.8 459.2 SC
192 192 SC2806 20250909 ... 458.5 457.3 SC
193 193 SC2809 20250909 ... 458.1 459 SC
194 194 LU2510 20250909 ... 3345 3339 LU
195 195 LU2511 20250909 ... 3367 3362 LU
196 196 LU2512 20250909 ... 3365 3355 LU
197 197 LU2601 20250909 ... 3358 3345 LU
198 198 LU2602 20250909 ... 3340 3345 LU
199 199 LU2603 20250909 ... 3336 3325 LU
200 200 LU2604 20250909 ... 3334 3308 LU
201 201 LU2605 20250909 ... 3325 3328 LU
202 202 LU2606 20250909 ... 3313 3309 LU
203 203 LU2607 20250909 ... 3320 3308 LU
204 204 LU2608 20250909 ... 3329 3319 LU
205 205 LU2609 20250909 ... 3316 3317 LU
206 206 FU2510 20250909 ... 2787 2781 FU
207 207 FU2511 20250909 ... 2787 2772 FU
208 208 FU2512 20250909 ... 2768 2748 FU
209 209 FU2601 20250909 ... 2756 2735 FU
210 210 FU2602 20250909 ... 2740 2719 FU
211 211 FU2603 20250909 ... 2727 2704 FU
212 212 FU2604 20250909 ... 2725 2708 FU
213 213 FU2605 20250909 ... 2716 2691 FU
214 214 FU2606 20250909 ... 2711 2688 FU
215 215 FU2607 20250909 ... 2700 2682 FU
216 216 FU2608 20250909 ... 2693 2677 FU
217 217 FU2609 20250909 ... 2674 2657 FU
218 218 BU2509 20250909 ... 3448 3448 BU
219 219 BU2510 20250909 ... 3444 3443 BU
220 220 BU2511 20250909 ... 3420 3417 BU
221 221 BU2512 20250909 ... 3374 3371 BU
222 222 BU2601 20250909 ... 3348 3345 BU
223 223 BU2602 20250909 ... 3348 3348 BU
224 224 BU2603 20250909 ... 3352 3347 BU
225 225 BU2604 20250909 ... 3348 3332 BU
226 226 BU2605 20250909 ... 3351 3353 BU
227 227 BU2606 20250909 ... 3344 3343 BU
228 228 BU2607 20250909 ... 3341 3341 BU
229 229 BU2608 20250909 ... 3340 3316 BU
230 230 BU2609 20250909 ... 3329 3324 BU
231 231 BU2612 20250909 ... 3293 3286 BU
232 232 BU2703 20250909 ... 3293 3293 BU
233 233 BU2706 20250909 ... 3302 3294 BU
234 234 BR2509 20250909 ... 11930 12090 BR
235 235 BR2510 20250909 ... 11820 12025 BR
236 236 BR2511 20250909 ... 11795 12010 BR
237 237 BR2512 20250909 ... 11785 11970 BR
238 238 BR2601 20250909 ... 11775 11975 BR
239 239 BR2602 20250909 ... 11895 11990 BR
240 240 BR2603 20250909 ... 11725 12000 BR
241 241 BR2604 20250909 ... 11670 12055 BR
242 242 BR2605 20250909 ... 11880 12055 BR
243 243 BR2606 20250909 ... 11815 12015 BR
244 244 BR2607 20250909 ... 12000 12165 BR
245 245 BR2608 20250909 ... 11915 12205 BR
246 246 RU2509 20250909 ... 15180 15310 RU
247 247 RU2510 20250909 ... 15170 15325 RU
248 248 RU2511 20250909 ... 15100 15260 RU
249 249 RU2601 20250909 ... 16090 16245 RU
250 250 RU2603 20250909 ... 16045 16250 RU
251 251 RU2604 20250909 ... 16065 16255 RU
252 252 RU2605 20250909 ... 16125 16280 RU
253 253 RU2606 20250909 ... 16115 16310 RU
254 254 RU2607 20250909 ... 16180 16340 RU
255 255 RU2608 20250909 ... 16205 16380 RU
256 256 NR2509 20250909 ... 12705 12890 NR
257 257 NR2510 20250909 ... 12800 12975 NR
258 258 NR2511 20250909 ... 12840 13030 NR
259 259 NR2512 20250909 ... 12870 13065 NR
260 260 NR2601 20250909 ... 12920 13090 NR
261 261 NR2602 20250909 ... 12905 13100 NR
262 262 NR2603 20250909 ... 12885 13055 NR
263 263 NR2604 20250909 ... 12895 13045 NR
264 264 NR2605 20250909 ... 12935 13050 NR
265 265 NR2606 20250909 ... 13000 13085 NR
266 266 NR2607 20250909 ... 13060 13095 NR
267 267 NR2608 20250909 ... 12865 13100 NR
268 268 SP2509 20250909 ... 4954 4956 SP
269 269 SP2510 20250909 ... 4960 4988 SP
270 270 SP2511 20250909 ... 4994 5016 SP
271 271 SP2512 20250909 ... 5008 5028 SP
272 272 SP2601 20250909 ... 5270 5284 SP
273 273 SP2602 20250909 ... 5254 5260 SP
274 274 SP2603 20250909 ... 5266 5274 SP
275 275 SP2604 20250909 ... 5284 5274 SP
276 276 SP2605 20250909 ... 5282 5294 SP
277 277 SP2606 20250909 ... 5290 5300 SP
278 278 SP2607 20250909 ... 5292 5294 SP
279 279 SP2608 20250909 ... 5296 5304 SP
280 280 EC2510 20250909 ... 1272.8 1281.1 EC
281 281 EC2512 20250909 ... 1674.4 1666.1 EC
282 282 EC2602 20250909 ... 1521.8 1512.9 EC
283 283 EC2604 20250909 ... 1249.5 1246 EC
284 284 EC2606 20250909 ... 1429.9 1433.1 EC
285 285 EC2608 20250909 ... 1606.3 1603.9 EC
286 286 SC_TAS2510 20250909 ... SC_TAS
287 287 SC_TAS2511 20250909 ... SC_TAS
288 288 SC_TAS2512 20250909 ... SC_TAS
289 289 SC_TAS2601 20250909 ... SC_TAS
[290 rows x 13 columns]
2025-09-17 16:28:04,851 - future_1d - INFO - ak.get_shfe_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 SC2510 20250909 490.5 ... 483.4 476.2 SC
1 SC2511 20250909 485.9 ... 481.3 477.2 SC
2 SC2512 20250909 481.9 ... 479.6 476.7 SC
3 SC2601 20250909 479.9 ... 477.3 474.2 SC
4 SC2602 20250909 477.5 ... 476 472.6 SC
5 SC2603 20250909 475.5 ... 474.9 472.2 SC
6 SC2604 20250909 473.8 ... 473.4 470 SC
7 SC2605 20250909 472.3 ... 472.7 469.8 SC
8 SC2606 20250909 469.7 ... 471.4 469.2 SC
9 SC2607 20250909 468.1 ... 467.9 466.6 SC
10 SC2608 20250909 468.7 ... 467.4 463.1 SC
11 SC2609 20250909 465 ... 466 463.7 SC
12 SC2612 20250909 464.8 ... 464.8 459.9 SC
13 SC2703 20250909 462 ... 462.1 466.8 SC
14 SC2706 20250909 459 ... 459.3 457.5 SC
15 SC2709 20250909 462.9 ... 460.6 461.1 SC
16 SC2712 20250909 466.1 ... 461.7 464.6 SC
17 SC2803 20250909 463.4 ... 460.8 459.2 SC
18 SC2806 20250909 460.2 ... 458.5 457.3 SC
19 SC2809 20250909 459.4 ... 458.1 459 SC
21 LU2510 20250909 3355 ... 3345 3339 LU
22 LU2511 20250909 3402 ... 3367 3362 LU
23 LU2512 20250909 3394 ... 3365 3355 LU
24 LU2601 20250909 3376 ... 3358 3345 LU
25 LU2602 20250909 3365 ... 3340 3345 LU
26 LU2603 20250909 3338 ... 3336 3325 LU
27 LU2604 20250909 3322 ... 3334 3308 LU
28 LU2605 20250909 3317 ... 3325 3328 LU
29 LU2606 20250909 3313 ... 3313 3309 LU
30 LU2607 20250909 3333 ... 3320 3308 LU
31 LU2608 20250909 3342 ... 3329 3319 LU
32 LU2609 20250909 3325 ... 3316 3317 LU
34 NR2509 20250909 12770 ... 12705 12890 NR
35 NR2510 20250909 12980 ... 12800 12975 NR
36 NR2511 20250909 13040 ... 12840 13030 NR
37 NR2512 20250909 13085 ... 12870 13065 NR
38 NR2601 20250909 13110 ... 12920 13090 NR
39 NR2602 20250909 13095 ... 12905 13100 NR
40 NR2603 20250909 13025 ... 12885 13055 NR
41 NR2604 20250909 13015 ... 12895 13045 NR
42 NR2605 20250909 13000 ... 12935 13050 NR
43 NR2606 20250909 ... 13000 13085 NR
44 NR2607 20250909 ... 13060 13095 NR
45 NR2608 20250909 ... 12865 13100 NR
47 BC2509 20250909 70590 ... 70500 70330 BC
48 BC2510 20250909 70890 ... 70810 70780 BC
49 BC2511 20250909 70720 ... 70780 70810 BC
50 BC2512 20250909 ... 70790 70790 BC
51 BC2601 20250909 ... 70880 70810 BC
52 BC2602 20250909 ... 70900 70900 BC
53 BC2603 20250909 ... 70880 70820 BC
54 BC2604 20250909 ... 71200 71200 BC
55 BC2605 20250909 ... 71170 71170 BC
56 BC2606 20250909 ... 70700 70700 BC
57 BC2607 20250909 ... 70900 70900 BC
58 BC2608 20250909 ... 70800 70800 BC
60 EC2510 20250909 1280 ... 1272.8 1281.1 EC
61 EC2512 20250909 1649 ... 1674.4 1666.1 EC
62 EC2602 20250909 1515 ... 1521.8 1512.9 EC
63 EC2604 20250909 1235.6 ... 1249.5 1246 EC
64 EC2606 20250909 1423.4 ... 1429.9 1433.1 EC
65 EC2608 20250909 1596.4 ... 1606.3 1603.9 EC
68 SC_TAS2510 20250909 ... SC_TAS
69 SC_TAS2511 20250909 ... SC_TAS
70 SC_TAS2512 20250909 ... SC_TAS
71 SC_TAS2601 20250909 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 16:28:04,928 - future_1d - INFO - ak.get_ine_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 IC2509 20250909 6904.000 ... 6866.800 6925.600 IC
1 IC2510 20250909 6814.600 ... 6808.000 6870.600 IC
2 IC2512 20250909 6730.000 ... 6692.000 6761.600 IC
3 IC2603 20250909 6599.800 ... 6546.400 6615.600 IC
4 IF2509 20250909 4438.000 ... 4420.800 4457.000 IF
5 IF2510 20250909 4434.800 ... 4412.800 4449.400 IF
6 IF2512 20250909 4415.800 ... 4393.200 4429.600 IF
7 IF2603 20250909 4397.800 ... 4373.600 4411.000 IF
8 IH2509 20250909 2930.400 ... 2922.000 2938.600 IH
9 IH2510 20250909 2930.400 ... 2921.600 2938.400 IH
10 IH2512 20250909 2934.000 ... 2921.800 2938.800 IH
11 IH2603 20250909 2932.800 ... 2923.200 2941.800 IH
12 IM2509 20250909 7215.000 ... 7153.400 7248.000 IM
13 IM2510 20250909 7135.600 ... 7092.400 7189.200 IM
14 IM2512 20250909 7020.000 ... 6948.800 7053.200 IM
15 IM2603 20250909 6850.000 ... 6769.800 6873.200 IM
16 T2509 20250909 NaN ... 107.920 107.980 T
17 T2512 20250909 107.835 ... 107.785 107.845 T
18 T2603 20250909 107.540 ... 107.525 107.570 T
19 TF2509 20250909 105.625 ... 105.655 105.670 TF
20 TF2512 20250909 105.580 ... 105.580 105.580 TF
21 TF2603 20250909 105.485 ... 105.495 105.495 TF
22 TL2509 20250909 116.490 ... 116.310 116.400 TL
23 TL2512 20250909 116.050 ... 115.760 115.980 TL
24 TL2603 20250909 115.700 ... 115.390 115.640 TL
25 TS2509 20250909 NaN ... 102.346 102.356 TS
26 TS2512 20250909 102.386 ... 102.390 102.400 TS
27 TS2603 20250909 102.338 ... 102.324 102.350 TS
[28 rows x 12 columns]
2025-09-17 16:28:05,205 - future_1d - INFO - ak.get_cffex_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 a2509 20250909 0.00 ... 4067.00 4067.00 A
1 a2511 20250909 3973.00 ... 3971.00 3973.00 A
2 a2601 20250909 3976.00 ... 3970.00 3973.00 A
3 a2603 20250909 3976.00 ... 3971.00 3974.00 A
4 a2605 20250909 4028.00 ... 4016.00 4019.00 A
5 a2607 20250909 4023.00 ... 4018.00 4023.00 A
6 b2509 20250909 0.00 ... 3681.00 3681.00 B
7 b2510 20250909 3713.00 ... 3720.00 3730.00 B
8 b2511 20250909 3764.00 ... 3755.00 3765.00 B
9 b2512 20250909 3788.00 ... 3786.00 3790.00 B
10 b2601 20250909 3784.00 ... 3785.00 3784.00 B
11 b2602 20250909 3768.00 ... 3766.00 3768.00 B
12 b2603 20250909 3720.00 ... 3712.00 3714.00 B
13 b2604 20250909 3604.00 ... 3597.00 3600.00 B
14 b2605 20250909 3525.00 ... 3521.00 3526.00 B
15 b2606 20250909 3498.00 ... 3497.00 3500.00 B
16 b2607 20250909 3504.00 ... 3499.00 3506.00 B
17 b2608 20250909 3597.00 ... 3597.00 3597.00 B
18 bb2509 20250909 0.00 ... 136.00 136.00 BB
19 bb2511 20250909 142.00 ... 142.15 141.20 BB
20 bb2601 20250909 146.50 ... 146.90 146.90 BB
21 bb2603 20250909 146.65 ... 147.15 146.35 BB
22 bb2605 20250909 0.00 ... 141.45 140.70 BB
23 bb2607 20250909 0.00 ... 146.25 145.50 BB
24 bz2603 20250909 6011.00 ... 5998.00 6013.00 BZ
25 bz2604 20250909 5984.00 ... 5979.00 5998.00 BZ
26 bz2605 20250909 6012.00 ... 6012.00 6012.00 BZ
27 bz2606 20250909 6001.00 ... 6002.00 5991.00 BZ
28 bz2607 20250909 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250909 6005.00 ... 6005.00 5951.00 BZ
30 c2509 20250909 2285.00 ... 2285.00 2285.00 C
31 c2511 20250909 2231.00 ... 2215.00 2226.00 C
32 c2601 20250909 2211.00 ... 2191.00 2203.00 C
33 c2603 20250909 2214.00 ... 2204.00 2212.00 C
34 c2605 20250909 2268.00 ... 2258.00 2266.00 C
35 c2607 20250909 2275.00 ... 2266.00 2274.00 C
36 cs2509 20250909 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250909 2528.00 ... 2513.00 2523.00 CS
38 cs2601 20250909 2542.00 ... 2532.00 2540.00 CS
39 cs2603 20250909 2549.00 ... 2538.00 2547.00 CS
40 cs2605 20250909 2621.00 ... 2614.00 2617.00 CS
41 cs2607 20250909 2622.00 ... 2615.00 2620.00 CS
42 eb2509 20250909 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250909 7090.00 ... 7047.00 7062.00 EB
44 eb2511 20250909 7100.00 ... 7058.00 7072.00 EB
45 eb2512 20250909 7100.00 ... 7065.00 7080.00 EB
46 eb2601 20250909 7130.00 ... 7093.00 7108.00 EB
47 eb2602 20250909 7149.00 ... 7123.00 7136.00 EB
48 eb2603 20250909 7180.00 ... 7156.00 7167.00 EB
49 eb2604 20250909 0.00 ... 7193.00 7193.00 EB
50 eb2605 20250909 7229.00 ... 7194.00 7207.00 EB
51 eb2606 20250909 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250909 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250909 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250909 4373.00 ... 4361.00 4386.00 EG
55 eg2510 20250909 4375.00 ... 4351.00 4383.00 EG
56 eg2511 20250909 4361.00 ... 4328.00 4372.00 EG
57 eg2512 20250909 4344.00 ... 4325.00 4354.00 EG
58 eg2601 20250909 4342.00 ... 4319.00 4344.00 EG
59 eg2602 20250909 4347.00 ... 4325.00 4357.00 EG
60 eg2603 20250909 4329.00 ... 4323.00 4349.00 EG
61 eg2604 20250909 4348.00 ... 4348.00 4372.00 EG
62 eg2605 20250909 4363.00 ... 4348.00 4372.00 EG
63 eg2606 20250909 4357.00 ... 4355.00 4371.00 EG
64 eg2607 20250909 4358.00 ... 4358.00 4384.00 EG
65 eg2608 20250909 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250909 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250909 1274.50 ... 1273.00 1274.50 FB
68 fb2511 20250909 1262.00 ... 1258.00 1258.50 FB
69 fb2512 20250909 1257.00 ... 1254.50 1257.50 FB
70 fb2601 20250909 1246.50 ... 1245.00 1249.50 FB
71 fb2602 20250909 1238.00 ... 1238.00 1241.50 FB
72 fb2603 20250909 1244.00 ... 1246.00 1245.00 FB
73 fb2604 20250909 0.00 ... 1255.00 1255.00 FB
74 fb2605 20250909 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250909 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250909 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250909 1300.00 ... 1296.00 1291.50 FB
78 i2509 20250909 839.00 ... 847.50 835.00 I
79 i2510 20250909 816.50 ... 823.50 810.50 I
80 i2511 20250909 810.00 ... 818.00 805.00 I
81 i2512 20250909 803.00 ... 811.50 798.50 I
82 i2601 20250909 792.00 ... 803.00 789.00 I
83 i2602 20250909 786.50 ... 798.00 783.00 I
84 i2603 20250909 782.00 ... 791.00 778.00 I
85 i2604 20250909 777.00 ... 788.00 773.50 I
86 i2605 20250909 768.50 ... 779.00 764.50 I
87 i2606 20250909 762.50 ... 772.00 759.50 I
88 i2607 20250909 758.50 ... 767.50 754.50 I
89 i2608 20250909 754.00 ... 762.50 750.50 I
90 j2509 20250909 0.00 ... 1512.50 1512.50 J
91 j2510 20250909 1510.00 ... 1514.00 1526.50 J
92 j2511 20250909 1543.50 ... 1546.50 1555.00 J
93 j2512 20250909 1583.00 ... 1584.50 1593.50 J
94 j2601 20250909 1620.00 ... 1615.50 1617.00 J
95 j2602 20250909 1642.00 ... 1645.50 1631.50 J
96 j2603 20250909 1660.00 ... 1660.00 1659.50 J
97 j2604 20250909 1722.00 ... 1720.50 1716.00 J
98 j2605 20250909 1747.50 ... 1744.00 1733.50 J
99 j2606 20250909 1765.50 ... 1761.00 1719.00 J
100 j2607 20250909 1768.50 ... 1768.50 1738.50 J
101 j2608 20250909 1762.50 ... 1770.00 1710.50 J
102 jd2509 20250909 3051.00 ... 3050.00 3072.00 JD
103 jd2510 20250909 2995.00 ... 3032.00 3004.00 JD
104 jd2511 20250909 3022.00 ... 3066.00 3027.00 JD
105 jd2512 20250909 3185.00 ... 3223.00 3199.00 JD
106 jd2601 20250909 3400.00 ... 3406.00 3384.00 JD
107 jd2602 20250909 3125.00 ... 3138.00 3125.00 JD
108 jd2603 20250909 3135.00 ... 3150.00 3138.00 JD
109 jd2604 20250909 3330.00 ... 3343.00 3326.00 JD
110 jd2605 20250909 3465.00 ... 3480.00 3461.00 JD
111 jd2606 20250909 3278.00 ... 3287.00 3280.00 JD
112 jd2607 20250909 3500.00 ... 3510.00 3503.00 JD
113 jd2608 20250909 3910.00 ... 3918.00 3911.00 JD
114 jm2509 20250909 950.00 ... 950.50 929.50 JM
115 jm2510 20250909 966.00 ... 963.00 969.50 JM
116 jm2511 20250909 1035.00 ... 1022.00 1028.00 JM
117 jm2512 20250909 1087.00 ... 1082.50 1086.50 JM
118 jm2601 20250909 1143.00 ... 1139.00 1142.50 JM
119 jm2602 20250909 1160.50 ... 1165.00 1165.50 JM
120 jm2603 20250909 1186.50 ... 1188.50 1188.50 JM
121 jm2604 20250909 1212.00 ... 1209.50 1208.00 JM
122 jm2605 20250909 1224.00 ... 1226.00 1223.50 JM
123 jm2606 20250909 1234.00 ... 1241.00 1240.50 JM
124 jm2607 20250909 1250.50 ... 1251.50 1251.00 JM
125 jm2608 20250909 1254.50 ... 1259.50 1260.50 JM
126 l2509 20250909 7217.00 ... 7140.00 7152.00 L
127 l2510 20250909 7247.00 ... 7203.00 7211.00 L
128 l2511 20250909 7227.00 ... 7212.00 7223.00 L
129 l2512 20250909 7252.00 ... 7221.00 7230.00 L
130 l2601 20250909 7248.00 ... 7228.00 7229.00 L
131 l2602 20250909 7239.00 ... 7219.00 7220.00 L
132 l2603 20250909 7216.00 ... 7217.00 7221.00 L
133 l2604 20250909 7275.00 ... 7246.00 7260.00 L
134 l2605 20250909 7259.00 ... 7239.00 7234.00 L
135 l2606 20250909 7228.00 ... 7228.00 7238.00 L
136 l2607 20250909 7267.00 ... 7251.00 7251.00 L
137 l2608 20250909 7285.00 ... 7269.00 7274.00 L
138 lg2509 20250909 780.00 ... 776.50 776.00 LG
139 lg2511 20250909 806.00 ... 805.50 807.00 LG
140 lg2601 20250909 825.00 ... 819.50 821.50 LG
141 lg2603 20250909 829.50 ... 826.00 827.50 LG
142 lg2605 20250909 833.50 ... 830.50 832.00 LG
143 lg2607 20250909 833.50 ... 833.00 833.00 LG
144 lh2509 20250909 13045.00 ... 13140.00 13100.00 LH
145 lh2511 20250909 13290.00 ... 13230.00 13305.00 LH
146 lh2601 20250909 13745.00 ... 13690.00 13800.00 LH
147 lh2603 20250909 13090.00 ... 12990.00 13090.00 LH
148 lh2605 20250909 13555.00 ... 13480.00 13585.00 LH
149 lh2607 20250909 14165.00 ... 14155.00 14190.00 LH
150 m2509 20250909 0.00 ... 3031.00 3031.00 M
151 m2511 20250909 3050.00 ... 3042.00 3051.00 M
152 m2512 20250909 3091.00 ... 3090.00 3091.00 M
153 m2601 20250909 3080.00 ... 3076.00 3079.00 M
154 m2603 20250909 3008.00 ... 2999.00 3007.00 M
155 m2605 20250909 2810.00 ... 2802.00 2811.00 M
156 m2607 20250909 2785.00 ... 2781.00 2792.00 M
157 m2608 20250909 2914.00 ... 2909.00 2918.00 M
158 p2509 20250909 9390.00 ... 9478.00 9320.00 P
159 p2510 20250909 9458.00 ... 9436.00 9422.00 P
160 p2511 20250909 9452.00 ... 9434.00 9414.00 P
161 p2512 20250909 9470.00 ... 9458.00 9434.00 P
162 p2601 20250909 9474.00 ... 9470.00 9438.00 P
163 p2602 20250909 9400.00 ... 9410.00 9400.00 P
164 p2603 20250909 9386.00 ... 9394.00 9386.00 P
165 p2604 20250909 9300.00 ... 9326.00 9284.00 P
166 p2605 20250909 9250.00 ... 9246.00 9218.00 P
167 p2606 20250909 9172.00 ... 9156.00 9122.00 P
168 p2607 20250909 9066.00 ... 9052.00 9038.00 P
169 p2608 20250909 8992.00 ... 8966.00 8956.00 P
170 pg2509 20250909 3730.00 ... 3706.00 3725.00 PG
171 pg2510 20250909 4440.00 ... 4413.00 4389.00 PG
172 pg2511 20250909 4377.00 ... 4356.00 4322.00 PG
173 pg2512 20250909 4330.00 ... 4294.00 4260.00 PG
174 pg2601 20250909 4256.00 ... 4235.00 4195.00 PG
175 pg2602 20250909 4171.00 ... 4166.00 4110.00 PG
176 pg2603 20250909 4073.00 ... 4079.00 4032.00 PG
177 pg2604 20250909 4412.00 ... 4409.00 4384.00 PG
178 pg2605 20250909 4334.00 ... 4323.00 4291.00 PG
179 pg2606 20250909 4250.00 ... 4261.00 4245.00 PG
180 pg2607 20250909 4194.00 ... 4207.00 4181.00 PG
181 pg2608 20250909 4157.00 ... 4163.00 4138.00 PG
182 pp2509 20250909 6688.00 ... 6835.00 6907.00 PP
183 pp2510 20250909 6900.00 ... 6868.00 6881.00 PP
184 pp2511 20250909 6913.00 ... 6896.00 6910.00 PP
185 pp2512 20250909 6955.00 ... 6925.00 6935.00 PP
186 pp2601 20250909 6970.00 ... 6945.00 6950.00 PP
187 pp2602 20250909 6941.00 ... 6922.00 6930.00 PP
188 pp2603 20250909 6910.00 ... 6922.00 6919.00 PP
189 pp2604 20250909 6964.00 ... 6950.00 6946.00 PP
190 pp2605 20250909 6989.00 ... 6962.00 6967.00 PP
191 pp2606 20250909 6944.00 ... 6931.00 6941.00 PP
192 pp2607 20250909 6891.00 ... 6897.00 6919.00 PP
193 pp2608 20250909 6905.00 ... 6906.00 6918.00 PP
194 rr2509 20250909 3620.00 ... 3620.00 3585.00 RR
195 rr2510 20250909 3609.00 ... 3609.00 3611.00 RR
196 rr2511 20250909 3612.00 ... 3613.00 3613.00 RR
197 rr2512 20250909 3611.00 ... 3609.00 3610.00 RR
198 rr2601 20250909 3620.00 ... 3620.00 3623.00 RR
199 rr2602 20250909 3604.00 ... 3604.00 3609.00 RR
200 rr2603 20250909 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250909 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250909 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250909 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250909 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250909 0.00 ... 3625.00 3625.00 RR
206 v2509 20250909 4727.00 ... 4710.00 4721.00 V
207 v2510 20250909 4770.00 ... 4755.00 4770.00 V
208 v2511 20250909 4811.00 ... 4787.00 4801.00 V
209 v2512 20250909 4848.00 ... 4822.00 4839.00 V
210 v2601 20250909 4890.00 ... 4864.00 4878.00 V
211 v2602 20250909 4921.00 ... 4898.00 4919.00 V
212 v2603 20250909 4956.00 ... 4931.00 4950.00 V
213 v2604 20250909 5160.00 ... 5120.00 5154.00 V
214 v2605 20250909 5192.00 ... 5173.00 5186.00 V
215 v2606 20250909 5216.00 ... 5192.00 5208.00 V
216 v2607 20250909 5248.00 ... 5241.00 5252.00 V
217 v2608 20250909 5298.00 ... 5271.00 5285.00 V
218 y2509 20250909 7916.00 ... 8286.00 8420.00 Y
219 y2511 20250909 8442.00 ... 8448.00 8432.00 Y
220 y2512 20250909 8468.00 ... 8466.00 8454.00 Y
221 y2601 20250909 8424.00 ... 8418.00 8408.00 Y
222 y2603 20250909 8362.00 ... 8336.00 8326.00 Y
223 y2605 20250909 8132.00 ... 8122.00 8110.00 Y
224 y2607 20250909 8078.00 ... 8080.00 8062.00 Y
225 y2608 20250909 8094.00 ... 8086.00 8052.00 Y
[226 rows x 12 columns]
2025-09-17 16:28:05,806 - future_1d - INFO - ak.get_dce_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 PS2509 20250909 0.0 ... 55960.0 55960.0 PS
1 PS2510 20250909 55040.0 ... 55420.0 55690.0 PS
2 PS2511 20250909 55555.0 ... 55320.0 55595.0 PS
3 PS2512 20250909 57990.0 ... 57655.0 57845.0 PS
4 PS2601 20250909 57870.0 ... 57525.0 57690.0 PS
5 PS2602 20250909 57890.0 ... 57635.0 57830.0 PS
6 PS2603 20250909 57805.0 ... 58150.0 57970.0 PS
7 PS2604 20250909 58030.0 ... 58280.0 57845.0 PS
8 PS2605 20250909 58285.0 ... 57690.0 57825.0 PS
9 PS2606 20250909 59885.0 ... 59785.0 59920.0 PS
10 PS2607 20250909 60000.0 ... 59985.0 60045.0 PS
11 PS2608 20250909 59910.0 ... 59585.0 59980.0 PS
13 SI2509 20250909 8555.0 ... 8555.0 8690.0 SI
14 SI2510 20250909 8495.0 ... 8505.0 8560.0 SI
15 SI2511 20250909 8555.0 ... 8530.0 8545.0 SI
16 SI2512 20250909 8880.0 ... 8895.0 8915.0 SI
17 SI2601 20250909 8925.0 ... 8890.0 8900.0 SI
18 SI2602 20250909 8935.0 ... 8900.0 8900.0 SI
19 SI2603 20250909 8980.0 ... 8895.0 8930.0 SI
20 SI2604 20250909 8980.0 ... 8910.0 8930.0 SI
21 SI2605 20250909 8950.0 ... 8920.0 8950.0 SI
22 SI2606 20250909 8980.0 ... 8855.0 8940.0 SI
23 SI2607 20250909 9000.0 ... 8925.0 8965.0 SI
24 SI2608 20250909 9000.0 ... 8965.0 8930.0 SI
27 LC2509 20250909 75000.0 ... 74260.0 74200.0 LC
28 LC2510 20250909 76600.0 ... 74500.0 74460.0 LC
29 LC2511 20250909 74740.0 ... 74340.0 74860.0 LC
30 LC2512 20250909 74600.0 ... 74120.0 74840.0 LC
31 LC2601 20250909 74500.0 ... 74380.0 74860.0 LC
32 LC2602 20250909 74520.0 ... 74040.0 74560.0 LC
33 LC2603 20250909 74480.0 ... 74200.0 74480.0 LC
34 LC2604 20250909 74600.0 ... 74720.0 74600.0 LC
35 LC2605 20250909 74820.0 ... 74740.0 74820.0 LC
36 LC2606 20250909 74540.0 ... 74720.0 74760.0 LC
37 LC2607 20250909 74600.0 ... 74520.0 74640.0 LC
38 LC2608 20250909 74360.0 ... 74580.0 74960.0 LC
[36 rows x 12 columns]
2025-09-17 16:28:06,771 - future_1d - INFO - ak.get_gfex_daily('2025-09-09') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250909 8340.0 8346.0 ... 398303.72 8175.0 8359.0 AP
1 AP511 20250909 8232.0 8267.0 ... 11144.13 8049.0 8240.0 AP
2 AP512 20250909 8285.0 8333.0 ... 3579.47 8080.0 8273.0 AP
3 AP601 20250909 8381.0 8428.0 ... 1609975.99 8136.0 8347.0 AP
4 AP603 20250909 8277.0 8300.0 ... 2110.89 8088.0 8242.0 AP
5 AP604 20250909 8286.0 8286.0 ... 980.05 8100.0 8236.0 AP
6 AP605 20250909 8321.0 8350.0 ... 10286.90 8177.0 8284.0 AP
7 CF509 20250909 13465.0 13465.0 ... 6919.57 13440.0 13490.0 CF
8 CF511 20250909 13700.0 13740.0 ... 236848.95 13675.0 13770.0 CF
9 CF601 20250909 13900.0 13945.0 ... 1654355.34 13880.0 13930.0 CF
10 CF603 20250909 13880.0 13910.0 ... 3437.41 13860.0 13890.0 CF
11 CF605 20250909 13850.0 13900.0 ... 131204.40 13835.0 13875.0 CF
12 CF607 20250909 13895.0 13910.0 ... 561.29 13860.0 13890.0 CF
13 CJ509 20250909 10000.0 10000.0 ... 129.31 9945.0 10015.0 CJ
14 CJ512 20250909 11050.0 11090.0 ... 4191.64 10985.0 10990.0 CJ
15 CJ601 20250909 11125.0 11165.0 ... 540637.40 11040.0 11065.0 CJ
16 CJ603 20250909 11165.0 11200.0 ... 5224.81 11080.0 11130.0 CJ
17 CJ605 20250909 11240.0 11295.0 ... 83151.06 11170.0 11200.0 CJ
18 CJ607 20250909 11385.0 11390.0 ... 2087.84 11315.0 11325.0 CJ
19 CY509 20250909 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250909 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250909 19945.0 19965.0 ... 122435.39 19920.0 19955.0 CY
22 CY512 20250909 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250909 19925.0 19935.0 ... 1173.78 19895.0 19945.0 CY
24 CY602 20250909 0.0 0.0 ... 0.00 19995.0 20015.0 CY
25 CY603 20250909 0.0 0.0 ... 0.00 20260.0 20340.0 CY
26 CY604 20250909 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250909 0.0 0.0 ... 0.00 20165.0 20205.0 CY
28 CY606 20250909 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250909 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250909 0.0 0.0 ... 0.00 20220.0 20220.0 CY
31 FG509 20250909 1014.0 1030.0 ... 203.50 1017.0 994.0 FG
32 FG510 20250909 1118.0 1130.0 ... 55015.70 1118.0 1103.0 FG
33 FG511 20250909 1109.0 1121.0 ... 187668.49 1110.0 1092.0 FG
34 FG512 20250909 1205.0 1217.0 ... 77145.75 1206.0 1195.0 FG
35 FG601 20250909 1204.0 1212.0 ... 4621726.47 1199.0 1188.0 FG
36 FG602 20250909 1252.0 1260.0 ... 27773.82 1248.0 1237.0 FG
37 FG603 20250909 1256.0 1263.0 ... 1550.57 1252.0 1240.0 FG
38 FG604 20250909 1300.0 1361.0 ... 2991.62 1311.0 1291.0 FG
39 FG605 20250909 1297.0 1308.0 ... 95590.43 1296.0 1287.0 FG
40 FG606 20250909 1320.0 1334.0 ... 865.75 1324.0 1317.0 FG
41 FG607 20250909 1315.0 1325.0 ... 1217.30 1317.0 1315.0 FG
42 FG608 20250909 1323.0 1350.0 ... 1281.40 1343.0 1337.0 FG
43 JR509 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250909 2249.0 2249.0 ... 553.78 2242.0 2245.0 MA
53 MA510 20250909 2326.0 2326.0 ... 20044.67 2305.0 2309.0 MA
54 MA511 20250909 2346.0 2346.0 ... 117189.59 2331.0 2335.0 MA
55 MA512 20250909 2392.0 2392.0 ... 71359.94 2373.0 2377.0 MA
56 MA601 20250909 2407.0 2411.0 ... 1086271.68 2397.0 2403.0 MA
57 MA602 20250909 2414.0 2425.0 ... 18299.25 2410.0 2414.0 MA
58 MA603 20250909 2415.0 2415.0 ... 74.71 2410.0 2417.0 MA
59 MA604 20250909 0.0 0.0 ... 0.00 2407.0 2407.0 MA
60 MA605 20250909 2410.0 2410.0 ... 90035.18 2394.0 2397.0 MA
61 MA606 20250909 2394.0 2395.0 ... 4.79 2395.0 2403.0 MA
62 MA607 20250909 2393.0 2393.0 ... 85.75 2382.0 2392.0 MA
63 MA608 20250909 2391.0 2391.0 ... 7.16 2388.0 2403.0 MA
64 OI509 20250909 9950.0 9984.0 ... 2990.35 9968.0 9915.0 OI
65 OI511 20250909 10026.0 10035.0 ... 495784.10 9999.0 9921.0 OI
66 OI601 20250909 9847.0 9871.0 ... 2580180.42 9845.0 9782.0 OI
67 OI603 20250909 9676.0 9710.0 ... 3310.56 9680.0 9632.0 OI
68 OI605 20250909 9541.0 9570.0 ... 216425.92 9530.0 9505.0 OI
69 OI607 20250909 9497.0 9516.0 ... 1090.17 9480.0 9440.0 OI
70 PF509 20250909 0.0 0.0 ... 0.00 6268.0 6264.0 PF
71 PF510 20250909 6400.0 6400.0 ... 59152.34 6360.0 6336.0 PF
72 PF511 20250909 6358.0 6366.0 ... 459479.05 6340.0 6324.0 PF
73 PF512 20250909 6370.0 6370.0 ... 140679.42 6322.0 6310.0 PF
74 PF601 20250909 6384.0 6388.0 ... 12038.09 6368.0 6366.0 PF
75 PF602 20250909 6394.0 6402.0 ... 44389.23 6374.0 6376.0 PF
76 PF603 20250909 6386.0 6386.0 ... 15.97 6386.0 6386.0 PF
77 PF604 20250909 0.0 0.0 ... 0.00 6442.0 6442.0 PF
78 PF605 20250909 0.0 0.0 ... 0.00 6454.0 6454.0 PF
79 PF606 20250909 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250909 0.0 0.0 ... 0.00 6492.0 6480.0 PF
81 PF608 20250909 0.0 0.0 ... 0.00 6508.0 6490.0 PF
82 PK510 20250909 7984.0 8000.0 ... 56800.39 7926.0 7986.0 PK
83 PK511 20250909 7860.0 7884.0 ... 444429.83 7830.0 7856.0 PK
84 PK512 20250909 7874.0 7898.0 ... 134430.25 7844.0 7864.0 PK
85 PK601 20250909 7888.0 7906.0 ... 54574.51 7860.0 7874.0 PK
86 PK603 20250909 7898.0 7898.0 ... 177.32 7882.0 7884.0 PK
87 PK604 20250909 7906.0 7918.0 ... 197.38 7896.0 7894.0 PK
88 PK605 20250909 7910.0 7914.0 ... 5695.36 7884.0 7900.0 PK
89 PL601 20250909 6430.0 6430.0 ... 33072.70 6395.0 6388.0 PL
90 PL602 20250909 6448.0 6456.0 ... 334.48 6432.0 6446.0 PL
91 PL603 20250909 6434.0 6434.0 ... 64.27 6427.0 6451.0 PL
92 PL604 20250909 0.0 0.0 ... 0.00 6465.0 6475.0 PL
93 PL605 20250909 6358.0 6361.0 ... 25.44 6360.0 6391.0 PL
94 PL606 20250909 6424.0 6424.0 ... 12.85 6424.0 6424.0 PL
95 PL607 20250909 6424.0 6424.0 ... 12.85 6424.0 6464.0 PL
96 PL608 20250909 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250909 0.0 0.0 ... 0.00 5794.0 5794.0 PR
104 PR510 20250909 5868.0 5872.0 ... 10347.77 5836.0 5834.0 PR
105 PR511 20250909 5868.0 5872.0 ... 283115.06 5834.0 5844.0 PR
106 PR512 20250909 5876.0 5878.0 ... 132496.53 5842.0 5854.0 PR
107 PR601 20250909 5878.0 5878.0 ... 31881.14 5846.0 5854.0 PR
108 PR602 20250909 0.0 0.0 ... 0.00 5886.0 5876.0 PR
109 PR603 20250909 0.0 0.0 ... 0.00 5894.0 5890.0 PR
110 PR604 20250909 0.0 0.0 ... 0.00 5892.0 5882.0 PR
111 PR605 20250909 5916.0 5916.0 ... 8.87 5916.0 5906.0 PR
112 PR606 20250909 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250909 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250909 0.0 0.0 ... 0.00 5960.0 5960.0 PR
115 PX509 20250909 0.0 0.0 ... 0.00 6724.0 6730.0 PX
116 PX510 20250909 6756.0 6756.0 ... 8687.10 6708.0 6706.0 PX
117 PX511 20250909 6768.0 6768.0 ... 496469.85 6708.0 6714.0 PX
118 PX512 20250909 6748.0 6748.0 ... 143746.16 6690.0 6696.0 PX
119 PX601 20250909 6716.0 6716.0 ... 78664.32 6674.0 6668.0 PX
120 PX602 20250909 6696.0 6696.0 ... 13598.00 6660.0 6658.0 PX
121 PX603 20250909 6652.0 6652.0 ... 6.65 6646.0 6634.0 PX
122 PX604 20250909 0.0 0.0 ... 0.00 6696.0 6696.0 PX
123 PX605 20250909 6702.0 6702.0 ... 373.85 6676.0 6664.0 PX
124 PX606 20250909 6682.0 6682.0 ... 3.34 6682.0 6706.0 PX
125 PX607 20250909 6674.0 6674.0 ... 3.34 6674.0 6722.0 PX
126 PX608 20250909 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250909 2580.0 2580.0 ... 334.54 2573.0 2575.0 RM
134 RM511 20250909 2550.0 2559.0 ... 15329.09 2548.0 2556.0 RM
135 RM601 20250909 2537.0 2557.0 ... 634313.36 2539.0 2543.0 RM
136 RM603 20250909 2427.0 2445.0 ... 7668.25 2432.0 2426.0 RM
137 RM605 20250909 2396.0 2412.0 ... 117107.73 2399.0 2395.0 RM
138 RM607 20250909 2379.0 2392.0 ... 23475.46 2380.0 2383.0 RM
139 RM608 20250909 2475.0 2489.0 ... 771.18 2480.0 2474.0 RM
140 RS509 20250909 0.0 0.0 ... 0.00 4854.0 4838.0 RS
141 RS511 20250909 5209.0 5212.0 ... 51.96 5196.0 5184.0 RS
142 RS607 20250909 5511.0 5602.0 ... 155.71 5561.0 5543.0 RS
143 RS608 20250909 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250909 1167.0 1173.0 ... 2515.61 1167.0 1165.0 SA
145 SA510 20250909 1213.0 1222.0 ... 33263.59 1212.0 1212.0 SA
146 SA511 20250909 1227.0 1231.0 ... 250002.89 1219.0 1220.0 SA
147 SA512 20250909 1283.0 1289.0 ... 87096.11 1275.0 1276.0 SA
148 SA601 20250909 1293.0 1299.0 ... 2839531.36 1287.0 1286.0 SA
149 SA602 20250909 1326.0 1330.0 ... 62674.38 1316.0 1318.0 SA
150 SA603 20250909 1337.0 1337.0 ... 2371.62 1323.0 1325.0 SA
151 SA604 20250909 1370.0 1374.0 ... 3728.46 1360.0 1368.0 SA
152 SA605 20250909 1372.0 1378.0 ... 96798.51 1367.0 1372.0 SA
153 SA606 20250909 1383.0 1387.0 ... 507.15 1378.0 1381.0 SA
154 SA607 20250909 1386.0 1389.0 ... 839.95 1377.0 1380.0 SA
155 SA608 20250909 1400.0 1406.0 ... 416.35 1397.0 1399.0 SA
156 SF509 20250909 5450.0 5480.0 ... 307.75 5448.0 5414.0 SF
157 SF510 20250909 5462.0 5498.0 ... 18900.46 5468.0 5414.0 SF
158 SF511 20250909 5624.0 5662.0 ... 400489.95 5630.0 5578.0 SF
159 SF512 20250909 5586.0 5614.0 ... 92623.74 5584.0 5534.0 SF
160 SF601 20250909 5588.0 5616.0 ... 125748.63 5586.0 5542.0 SF
161 SF602 20250909 5550.0 5582.0 ... 39671.48 5548.0 5508.0 SF
162 SF603 20250909 5754.0 5756.0 ... 14.36 5744.0 5690.0 SF
163 SF604 20250909 5736.0 5736.0 ... 5.72 5722.0 5658.0 SF
164 SF605 20250909 5688.0 5720.0 ... 899.25 5692.0 5658.0 SF
165 SF606 20250909 5656.0 5660.0 ... 28.28 5656.0 5618.0 SF
166 SF607 20250909 5808.0 5826.0 ... 8.72 5810.0 5758.0 SF
167 SF608 20250909 5736.0 5758.0 ... 20.10 5744.0 5726.0 SF
168 SH509 20250909 0.0 0.0 ... 0.00 2656.0 2661.0 SH
169 SH510 20250909 2570.0 2587.0 ... 79548.13 2567.0 2570.0 SH
170 SH511 20250909 2588.0 2596.0 ... 525886.10 2571.0 2585.0 SH
171 SH512 20250909 2598.0 2612.0 ... 237136.33 2590.0 2604.0 SH
172 SH601 20250909 2588.0 2593.0 ... 2024748.37 2578.0 2583.0 SH
173 SH602 20250909 2607.0 2609.0 ... 22017.75 2595.0 2600.0 SH
174 SH603 20250909 2616.0 2626.0 ... 1670.27 2614.0 2616.0 SH
175 SH604 20250909 2668.0 2668.0 ... 151.28 2654.0 2659.0 SH
176 SH605 20250909 2680.0 2681.0 ... 12439.80 2667.0 2673.0 SH
177 SH606 20250909 2670.0 2686.0 ... 152.26 2671.0 2680.0 SH
178 SH607 20250909 2668.0 2680.0 ... 208.20 2669.0 2673.0 SH
179 SH608 20250909 0.0 0.0 ... 0.00 2683.0 2683.0 SH
180 SM509 20250909 5720.0 5764.0 ... 1986.60 5742.0 5708.0 SM
181 SM510 20250909 5754.0 5780.0 ... 21824.63 5756.0 5726.0 SM
182 SM511 20250909 5840.0 5852.0 ... 235701.28 5826.0 5798.0 SM
183 SM512 20250909 5846.0 5856.0 ... 42865.71 5832.0 5808.0 SM
184 SM601 20250909 5840.0 5864.0 ... 347986.20 5838.0 5806.0 SM
185 SM602 20250909 5858.0 5870.0 ... 157117.32 5844.0 5806.0 SM
186 SM603 20250909 5858.0 5858.0 ... 26.34 5854.0 5832.0 SM
187 SM604 20250909 5864.0 5864.0 ... 5.86 5864.0 5816.0 SM
188 SM605 20250909 5880.0 5904.0 ... 4777.08 5880.0 5854.0 SM
189 SM606 20250909 5880.0 5880.0 ... 2.94 5880.0 5858.0 SM
190 SM607 20250909 5890.0 5898.0 ... 14.73 5894.0 5902.0 SM
191 SM608 20250909 0.0 0.0 ... 0.00 5886.0 5860.0 SM
192 SR509 20250909 5540.0 5540.0 ... 210.29 5534.0 5540.0 SR
193 SR511 20250909 5530.0 5558.0 ... 112762.65 5525.0 5516.0 SR
194 SR601 20250909 5535.0 5538.0 ... 849127.29 5521.0 5522.0 SR
195 SR603 20250909 5523.0 5526.0 ... 1460.58 5512.0 5511.0 SR
196 SR605 20250909 5516.0 5519.0 ... 38885.99 5503.0 5506.0 SR
197 SR607 20250909 5508.0 5515.0 ... 3701.67 5500.0 5506.0 SR
198 TA509 20250909 4570.0 4600.0 ... 6553.18 4580.0 4544.0 TA
199 TA510 20250909 4652.0 4658.0 ... 47427.45 4640.0 4624.0 TA
200 TA511 20250909 4664.0 4674.0 ... 279933.49 4648.0 4640.0 TA
201 TA512 20250909 4686.0 4686.0 ... 148433.18 4660.0 4656.0 TA
202 TA601 20250909 4698.0 4698.0 ... 1006864.04 4670.0 4662.0 TA
203 TA602 20250909 4688.0 4694.0 ... 10259.67 4676.0 4674.0 TA
204 TA603 20250909 4710.0 4710.0 ... 53.92 4690.0 4700.0 TA
205 TA604 20250909 4696.0 4696.0 ... 21.11 4692.0 4702.0 TA
206 TA605 20250909 4736.0 4736.0 ... 32238.31 4702.0 4700.0 TA
207 TA606 20250909 4708.0 4710.0 ... 4.71 4710.0 4684.0 TA
208 TA607 20250909 4720.0 4720.0 ... 2.36 4720.0 4708.0 TA
209 TA608 20250909 4730.0 4730.0 ... 2.37 4730.0 4722.0 TA
210 UR509 20250909 1633.0 1633.0 ... 897.09 1625.0 1653.0 UR
211 UR510 20250909 1661.0 1663.0 ... 15988.70 1650.0 1669.0 UR
212 UR511 20250909 1693.0 1699.0 ... 48433.83 1681.0 1702.0 UR
213 UR512 20250909 1697.0 1699.0 ... 17355.75 1684.0 1705.0 UR
214 UR601 20250909 1699.0 1701.0 ... 614104.61 1686.0 1703.0 UR
215 UR602 20250909 1695.0 1698.0 ... 809.77 1687.0 1702.0 UR
216 UR603 20250909 1742.0 1742.0 ... 706.17 1731.0 1747.0 UR
217 UR604 20250909 1737.0 1737.0 ... 245.90 1732.0 1749.0 UR
218 UR605 20250909 1740.0 1744.0 ... 37407.45 1734.0 1745.0 UR
219 UR606 20250909 1735.0 1735.0 ... 179.90 1730.0 1740.0 UR
220 UR607 20250909 1763.0 1768.0 ... 77.43 1760.0 1769.0 UR
221 UR608 20250909 1761.0 1761.0 ... 105.17 1753.0 1765.0 UR
222 WH509 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 16:28:07,120 - future_1d - INFO - ak.get_czce_daily('2025-09-09') done
2025-09-17 16:28:15,375 - future_1d - INFO - save future_daily 2025-09-09 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250910 ... 79730 79760 CU
1 1 CU2510 20250910 ... 79680 79710 CU
2 2 CU2511 20250910 ... 79670 79670 CU
3 3 CU2512 20250910 ... 79640 79640 CU
4 4 CU2601 20250910 ... 79610 79600 CU
5 5 CU2602 20250910 ... 79570 79620 CU
6 6 CU2603 20250910 ... 79590 79630 CU
7 7 CU2604 20250910 ... 79690 79700 CU
8 8 CU2605 20250910 ... 79660 79690 CU
9 9 CU2606 20250910 ... 79700 79690 CU
10 10 CU2607 20250910 ... 79790 79700 CU
11 11 CU2608 20250910 ... 79740 79740 CU
12 12 BC2509 20250910 ... 70500 70500 BC
13 13 BC2510 20250910 ... 70820 70810 BC
14 14 BC2511 20250910 ... 70800 70780 BC
15 15 BC2512 20250910 ... 70790 70790 BC
16 16 BC2601 20250910 ... 70880 70880 BC
17 17 BC2602 20250910 ... 70900 70900 BC
18 18 BC2603 20250910 ... 70050 70880 BC
19 19 BC2604 20250910 ... 71200 71200 BC
20 20 BC2605 20250910 ... 71170 71170 BC
21 21 BC2606 20250910 ... 70700 70700 BC
22 22 BC2607 20250910 ... 70900 70900 BC
23 23 BC2608 20250910 ... 70800 70800 BC
24 24 AL2509 20250910 ... 20765 20745 AL
25 25 AL2510 20250910 ... 20785 20750 AL
26 26 AL2511 20250910 ... 20770 20730 AL
27 27 AL2512 20250910 ... 20745 20715 AL
28 28 AL2601 20250910 ... 20730 20695 AL
29 29 AL2602 20250910 ... 20730 20695 AL
30 30 AL2603 20250910 ... 20755 20720 AL
31 31 AL2604 20250910 ... 20780 20740 AL
32 32 AL2605 20250910 ... 20805 20755 AL
33 33 AL2606 20250910 ... 20795 20765 AL
34 34 AL2607 20250910 ... 20800 20775 AL
35 35 AL2608 20250910 ... 20810 20775 AL
36 36 ZN2509 20250910 ... 22115 22155 ZN
37 37 ZN2510 20250910 ... 22170 22200 ZN
38 38 ZN2511 20250910 ... 22175 22205 ZN
39 39 ZN2512 20250910 ... 22185 22210 ZN
40 40 ZN2601 20250910 ... 22205 22215 ZN
41 41 ZN2602 20250910 ... 22200 22215 ZN
42 42 ZN2603 20250910 ... 22230 22230 ZN
43 43 ZN2604 20250910 ... 22245 22245 ZN
44 44 ZN2605 20250910 ... 22255 22270 ZN
45 45 ZN2606 20250910 ... 22285 22280 ZN
46 46 ZN2607 20250910 ... 22270 22250 ZN
47 47 ZN2608 20250910 ... 22280 22310 ZN
48 48 PB2509 20250910 ... 16805 16850 PB
49 49 PB2510 20250910 ... 16840 16915 PB
50 50 PB2511 20250910 ... 16850 16915 PB
51 51 PB2512 20250910 ... 16870 16920 PB
52 52 PB2601 20250910 ... 16880 16925 PB
53 53 PB2602 20250910 ... 16945 16945 PB
54 54 PB2603 20250910 ... 16910 16970 PB
55 55 PB2604 20250910 ... 16945 16990 PB
56 56 PB2605 20250910 ... 16945 17000 PB
57 57 PB2606 20250910 ... 17030 17030 PB
58 58 PB2607 20250910 ... 17020 17020 PB
59 59 PB2608 20250910 ... 17060 17060 PB
60 60 NI2509 20250910 ... 120110 120640 NI
61 61 NI2510 20250910 ... 120490 120940 NI
62 62 NI2511 20250910 ... 120660 121110 NI
63 63 NI2512 20250910 ... 120870 121320 NI
64 64 NI2601 20250910 ... 121080 121610 NI
65 65 NI2602 20250910 ... 121360 121760 NI
66 66 NI2603 20250910 ... 121570 122100 NI
67 67 NI2604 20250910 ... 121760 122290 NI
68 68 NI2605 20250910 ... 121960 122440 NI
69 69 NI2606 20250910 ... 122270 122750 NI
70 70 NI2607 20250910 ... 122470 122990 NI
71 71 NI2608 20250910 ... 122910 123060 NI
72 72 SN2509 20250910 ... 268520 269640 SN
73 73 SN2510 20250910 ... 269480 269790 SN
74 74 SN2511 20250910 ... 269720 270010 SN
75 75 SN2512 20250910 ... 269940 270020 SN
76 76 SN2601 20250910 ... 270340 269950 SN
77 77 SN2602 20250910 ... 270030 269870 SN
78 78 SN2603 20250910 ... 270300 270180 SN
79 79 SN2604 20250910 ... 270750 270260 SN
80 80 SN2605 20250910 ... 271250 270760 SN
81 81 SN2606 20250910 ... 269320 270710 SN
82 82 SN2607 20250910 ... 270950 270170 SN
83 83 SN2608 20250910 ... 271420 271420 SN
84 84 AO2509 20250910 ... 2869 2908 AO
85 85 AO2510 20250910 ... 2905 2919 AO
86 86 AO2511 20250910 ... 2909 2927 AO
87 87 AO2512 20250910 ... 2913 2935 AO
88 88 AO2601 20250910 ... 2922 2944 AO
89 89 AO2602 20250910 ... 2932 2948 AO
90 90 AO2603 20250910 ... 2995 3011 AO
91 91 AO2604 20250910 ... 3008 3021 AO
92 92 AO2605 20250910 ... 3010 3031 AO
93 93 AO2606 20250910 ... 3023 3037 AO
94 94 AO2607 20250910 ... 3033 3055 AO
95 95 AO2608 20250910 ... 3054 3070 AO
96 96 AD2511 20250910 ... 20350 20320 AD
97 97 AD2512 20250910 ... 20355 20335 AD
98 98 AD2601 20250910 ... 20355 20325 AD
99 99 AD2602 20250910 ... 20360 20280 AD
100 100 AD2603 20250910 ... 20360 20295 AD
101 101 AD2604 20250910 ... 20240 20240 AD
102 102 AD2605 20250910 ... 20265 20210 AD
103 103 AD2606 20250910 ... 20155 20155 AD
104 104 AD2607 20250910 ... 20150 20150 AD
105 105 AD2608 20250910 ... 20170 20170 AD
106 106 AU2509 20250910 ... 853.28 831.12 AU
107 107 AU2510 20250910 ... 833.38 831.68 AU
108 108 AU2511 20250910 ... 835.86 832.74 AU
109 109 AU2512 20250910 ... 835.82 834.4 AU
110 110 AU2602 20250910 ... 838.18 836.64 AU
111 111 AU2604 20250910 ... 840.72 838.66 AU
112 112 AU2606 20250910 ... 843.26 841.12 AU
113 113 AU2608 20250910 ... 845.5 842.94 AU
114 114 AG2509 20250910 ... 9779 9844 AG
115 115 AG2510 20250910 ... 9771 9867 AG
116 116 AG2511 20250910 ... 9788 9877 AG
117 117 AG2512 20250910 ... 9794 9889 AG
118 118 AG2601 20250910 ... 9804 9899 AG
119 119 AG2602 20250910 ... 9816 9908 AG
120 120 AG2603 20250910 ... 9830 9925 AG
121 121 AG2604 20250910 ... 9840 9934 AG
122 122 AG2605 20250910 ... 9857 9949 AG
123 123 AG2606 20250910 ... 9866 9962 AG
124 124 AG2607 20250910 ... 9914 9980 AG
125 125 AG2608 20250910 ... 9905 9993 AG
126 126 RB2509 20250910 ... 2950 2951 RB
127 127 RB2510 20250910 ... 3025 3043 RB
128 128 RB2511 20250910 ... 3045 3061 RB
129 129 RB2512 20250910 ... 3089 3107 RB
130 130 RB2601 20250910 ... 3108 3132 RB
131 131 RB2602 20250910 ... 3107 3125 RB
132 132 RB2603 20250910 ... 3116 3143 RB
133 133 RB2604 20250910 ... 3140 3164 RB
134 134 RB2605 20250910 ... 3154 3177 RB
135 135 RB2606 20250910 ... 3165 3190 RB
136 136 RB2607 20250910 ... 3183 3214 RB
137 137 RB2608 20250910 ... 3190 3218 RB
138 138 WR2509 20250910 ... 3342 3342 WR
139 139 WR2510 20250910 ... 3280 3287 WR
140 140 WR2511 20250910 ... 3302 3320 WR
141 141 WR2512 20250910 ... 3324 3349 WR
142 142 WR2601 20250910 ... 3390 3352 WR
143 143 WR2602 20250910 ... 3337 3337 WR
144 144 WR2603 20250910 ... 3338 3338 WR
145 145 WR2604 20250910 ... 3399 3400 WR
146 146 WR2605 20250910 ... 3414 3414 WR
147 147 WR2606 20250910 ... 3375 3375 WR
148 148 WR2607 20250910 ... 3390 3432 WR
149 149 WR2608 20250910 ... 3414 3414 WR
150 150 HC2509 20250910 ... 3396 3396 HC
151 151 HC2510 20250910 ... 3370 3384 HC
152 152 HC2511 20250910 ... 3357 3373 HC
153 153 HC2512 20250910 ... 3350 3366 HC
154 154 HC2601 20250910 ... 3335 3355 HC
155 155 HC2602 20250910 ... 3339 3353 HC
156 156 HC2603 20250910 ... 3342 3357 HC
157 157 HC2604 20250910 ... 3346 3359 HC
158 158 HC2605 20250910 ... 3346 3361 HC
159 159 HC2606 20250910 ... 3359 3366 HC
160 160 HC2607 20250910 ... 3340 3368 HC
161 161 HC2608 20250910 ... 3358 3371 HC
162 162 SS2509 20250910 ... 12800 12800 SS
163 163 SS2510 20250910 ... 12825 12850 SS
164 164 SS2511 20250910 ... 12915 12930 SS
165 165 SS2512 20250910 ... 12955 12975 SS
166 166 SS2601 20250910 ... 13005 13025 SS
167 167 SS2602 20250910 ... 13060 13065 SS
168 168 SS2603 20250910 ... 13120 13175 SS
169 169 SS2604 20250910 ... 13190 13190 SS
170 170 SS2605 20250910 ... 13265 13295 SS
171 171 SS2606 20250910 ... 13320 13330 SS
172 172 SS2607 20250910 ... 13370 13405 SS
173 173 SS2608 20250910 ... 13400 13445 SS
174 174 SC2510 20250910 ... 486.1 483.4 SC
175 175 SC2511 20250910 ... 485.7 481.3 SC
176 176 SC2512 20250910 ... 484.6 479.6 SC
177 177 SC2601 20250910 ... 484.5 477.3 SC
178 178 SC2602 20250910 ... 483.7 476 SC
179 179 SC2603 20250910 ... 482.6 474.9 SC
180 180 SC2604 20250910 ... 481.6 473.4 SC
181 181 SC2605 20250910 ... 481.5 472.7 SC
182 182 SC2606 20250910 ... 477.9 471.4 SC
183 183 SC2607 20250910 ... 480.9 467.9 SC
184 184 SC2608 20250910 ... 475.5 467.4 SC
185 185 SC2609 20250910 ... 474.4 466 SC
186 186 SC2612 20250910 ... 467.3 464.8 SC
187 187 SC2703 20250910 ... 462.1 462.1 SC
188 188 SC2706 20250910 ... 460.7 459.3 SC
189 189 SC2709 20250910 ... 461.3 460.6 SC
190 190 SC2712 20250910 ... 461 461.7 SC
191 191 SC2803 20250910 ... 459.5 460.8 SC
192 192 SC2806 20250910 ... 461.5 458.5 SC
193 193 SC2809 20250910 ... 458.1 458.1 SC
194 194 LU2510 20250910 ... 3368 3345 LU
195 195 LU2511 20250910 ... 3392 3367 LU
196 196 LU2512 20250910 ... 3382 3365 LU
197 197 LU2601 20250910 ... 3378 3358 LU
198 198 LU2602 20250910 ... 3358 3340 LU
199 199 LU2603 20250910 ... 3354 3336 LU
200 200 LU2604 20250910 ... 3349 3334 LU
201 201 LU2605 20250910 ... 3341 3325 LU
202 202 LU2606 20250910 ... 3339 3313 LU
203 203 LU2607 20250910 ... 3335 3320 LU
204 204 LU2608 20250910 ... 3324 3329 LU
205 205 LU2609 20250910 ... 3329 3316 LU
206 206 FU2510 20250910 ... 2828 2787 FU
207 207 FU2511 20250910 ... 2822 2787 FU
208 208 FU2512 20250910 ... 2802 2768 FU
209 209 FU2601 20250910 ... 2789 2756 FU
210 210 FU2602 20250910 ... 2771 2740 FU
211 211 FU2603 20250910 ... 2759 2727 FU
212 212 FU2604 20250910 ... 2757 2725 FU
213 213 FU2605 20250910 ... 2742 2716 FU
214 214 FU2606 20250910 ... 2735 2711 FU
215 215 FU2607 20250910 ... 2724 2700 FU
216 216 FU2608 20250910 ... 2717 2693 FU
217 217 FU2609 20250910 ... 2696 2674 FU
218 218 BU2509 20250910 ... 3404 3448 BU
219 219 BU2510 20250910 ... 3456 3444 BU
220 220 BU2511 20250910 ... 3437 3420 BU
221 221 BU2512 20250910 ... 3392 3374 BU
222 222 BU2601 20250910 ... 3365 3348 BU
223 223 BU2602 20250910 ... 3364 3348 BU
224 224 BU2603 20250910 ... 3369 3352 BU
225 225 BU2604 20250910 ... 3348 3348 BU
226 226 BU2605 20250910 ... 3357 3351 BU
227 227 BU2606 20250910 ... 3353 3344 BU
228 228 BU2607 20250910 ... 3358 3341 BU
229 229 BU2608 20250910 ... 3340 3340 BU
230 230 BU2609 20250910 ... 3346 3329 BU
231 231 BU2612 20250910 ... 3307 3293 BU
232 232 BU2703 20250910 ... 3293 3293 BU
233 233 BU2706 20250910 ... 3321 3302 BU
234 234 BR2509 20250910 ... 11850 11930 BR
235 235 BR2510 20250910 ... 11720 11820 BR
236 236 BR2511 20250910 ... 11705 11795 BR
237 237 BR2512 20250910 ... 11690 11785 BR
238 238 BR2601 20250910 ... 11700 11775 BR
239 239 BR2602 20250910 ... 11735 11895 BR
240 240 BR2603 20250910 ... 11705 11725 BR
241 241 BR2604 20250910 ... 11710 11670 BR
242 242 BR2605 20250910 ... 11745 11880 BR
243 243 BR2606 20250910 ... 11815 11815 BR
244 244 BR2607 20250910 ... 12000 12000 BR
245 245 BR2608 20250910 ... 11915 11915 BR
246 246 RU2509 20250910 ... 14975 15180 RU
247 247 RU2510 20250910 ... 15050 15170 RU
248 248 RU2511 20250910 ... 15005 15100 RU
249 249 RU2601 20250910 ... 15955 16090 RU
250 250 RU2603 20250910 ... 15970 16045 RU
251 251 RU2604 20250910 ... 15960 16065 RU
252 252 RU2605 20250910 ... 15995 16125 RU
253 253 RU2606 20250910 ... 16030 16115 RU
254 254 RU2607 20250910 ... 16045 16180 RU
255 255 RU2608 20250910 ... 16065 16205 RU
256 256 NR2509 20250910 ... 12645 12705 NR
257 257 NR2510 20250910 ... 12660 12800 NR
258 258 NR2511 20250910 ... 12715 12840 NR
259 259 NR2512 20250910 ... 12760 12870 NR
260 260 NR2601 20250910 ... 12800 12920 NR
261 261 NR2602 20250910 ... 12825 12905 NR
262 262 NR2603 20250910 ... 12795 12885 NR
263 263 NR2604 20250910 ... 12815 12895 NR
264 264 NR2605 20250910 ... 12840 12935 NR
265 265 NR2606 20250910 ... 13000 13000 NR
266 266 NR2607 20250910 ... 13045 13060 NR
267 267 NR2608 20250910 ... 12865 12865 NR
268 268 SP2509 20250910 ... 4872 4954 SP
269 269 SP2510 20250910 ... 4890 4960 SP
270 270 SP2511 20250910 ... 4928 4994 SP
271 271 SP2512 20250910 ... 4942 5008 SP
272 272 SP2601 20250910 ... 5226 5270 SP
273 273 SP2602 20250910 ... 5226 5254 SP
274 274 SP2603 20250910 ... 5214 5266 SP
275 275 SP2604 20250910 ... 5228 5284 SP
276 276 SP2605 20250910 ... 5234 5282 SP
277 277 SP2606 20250910 ... 5244 5290 SP
278 278 SP2607 20250910 ... 5254 5292 SP
279 279 SP2608 20250910 ... 5258 5296 SP
280 280 OP2601 20250910 ... 4238 4218 OP
281 281 OP2602 20250910 ... 4216 4218 OP
282 282 OP2603 20250910 ... 4196 4218 OP
283 283 OP2604 20250910 ... 4224 4218 OP
284 284 OP2605 20250910 ... 4236 4218 OP
285 285 OP2606 20250910 ... 4262 4218 OP
286 286 OP2607 20250910 ... 4246 4218 OP
287 287 OP2608 20250910 ... 4260 4218 OP
288 288 EC2510 20250910 ... 1270.9 1272.8 EC
289 289 EC2512 20250910 ... 1677.3 1674.4 EC
290 290 EC2602 20250910 ... 1525.2 1521.8 EC
291 291 EC2604 20250910 ... 1252.1 1249.5 EC
292 292 EC2606 20250910 ... 1438.6 1429.9 EC
293 293 EC2608 20250910 ... 1609.3 1606.3 EC
294 295 SC_TAS2510 20250910 ... SC_TAS
295 296 SC_TAS2511 20250910 ... SC_TAS
296 297 SC_TAS2512 20250910 ... SC_TAS
297 298 SC_TAS2601 20250910 ... SC_TAS
[298 rows x 13 columns]
2025-09-17 16:28:20,421 - future_1d - INFO - ak.get_shfe_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250910 483 489.4 ... 5025181.2 486.1 483.4 SC
1 SC2511 20250910 482 489.6 ... 1613926.25 485.7 481.3 SC
2 SC2512 20250910 480.6 489.2 ... 538114.44 484.6 479.6 SC
3 SC2601 20250910 479.1 488.2 ... 153939.26 484.5 477.3 SC
4 SC2602 20250910 478.5 486.1 ... 70098.27 483.7 476 SC
5 SC2603 20250910 477 485.3 ... 44646.62 482.6 474.9 SC
6 SC2604 20250910 476.7 485.3 ... 56879.49 481.6 473.4 SC
7 SC2605 20250910 475.4 485.6 ... 16180.82 481.5 472.7 SC
8 SC2606 20250910 472.4 488.3 ... 146503.89 477.9 471.4 SC
9 SC2607 20250910 472.3 484.5 ... 2933.49 480.9 467.9 SC
10 SC2608 20250910 469.7 479.5 ... 142.65 475.5 467.4 SC
11 SC2609 20250910 474.5 474.5 ... 142.34 474.4 466 SC
12 SC2612 20250910 467.3 467.3 ... 46.73 467.3 464.8 SC
13 SC2703 20250910 ... 0 462.1 462.1 SC
14 SC2706 20250910 ... 0 460.7 459.3 SC
15 SC2709 20250910 462 462 ... 92.27 461.3 460.6 SC
16 SC2712 20250910 471.7 471.7 ... 368.84 461 461.7 SC
17 SC2803 20250910 459 462 ... 183.8 459.5 460.8 SC
18 SC2806 20250910 458.2 466.1 ... 830.81 461.5 458.5 SC
19 SC2809 20250910 457 461.5 ... 320.7 458.1 458.1 SC
21 LU2510 20250910 3379 3385 ... 7549.523 3368 3345 LU
22 LU2511 20250910 3384 3412 ... 352206.091 3392 3367 LU
23 LU2512 20250910 3376 3401 ... 150289.394 3382 3365 LU
24 LU2601 20250910 3378 3394 ... 29310.738 3378 3358 LU
25 LU2602 20250910 3354 3371 ... 1541.47 3358 3340 LU
26 LU2603 20250910 3357 3357 ... 16.774 3354 3336 LU
27 LU2604 20250910 3355 3355 ... 10.047 3349 3334 LU
28 LU2605 20250910 3340 3349 ... 20.049 3341 3325 LU
29 LU2606 20250910 3339 3339 ... 3.339 3339 3313 LU
30 LU2607 20250910 3344 3344 ... 10.007 3335 3320 LU
31 LU2608 20250910 3329 3330 ... 29.918 3324 3329 LU
32 LU2609 20250910 3334 3334 ... 23.309 3329 3316 LU
34 NR2509 20250910 12645 12645 ... 126.45 12645 12705 NR
35 NR2510 20250910 12715 12725 ... 182511.685 12660 12800 NR
36 NR2511 20250910 12755 12775 ... 934301.935 12715 12840 NR
37 NR2512 20250910 12805 12820 ... 65431.28 12760 12870 NR
38 NR2601 20250910 12825 12865 ... 114250.385 12800 12920 NR
39 NR2602 20250910 12800 12860 ... 6504.27 12825 12905 NR
40 NR2603 20250910 12795 12855 ... 1433.47 12795 12885 NR
41 NR2604 20250910 12840 12865 ... 589.58 12815 12895 NR
42 NR2605 20250910 12840 12840 ... 38.52 12840 12935 NR
43 NR2606 20250910 ... 0 13000 13000 NR
44 NR2607 20250910 ... 0 13045 13060 NR
45 NR2608 20250910 12865 12865 ... 12.865 12865 12865 NR
47 BC2509 20250910 ... 0 70500 70500 BC
48 BC2510 20250910 70740 71040 ... 130990.865 70820 70810 BC
49 BC2511 20250910 70670 71010 ... 13453.4 70800 70780 BC
50 BC2512 20250910 ... 0 70790 70790 BC
51 BC2601 20250910 ... 0 70880 70880 BC
52 BC2602 20250910 ... 0 70900 70900 BC
53 BC2603 20250910 70460 70460 ... 140.105 70050 70880 BC
54 BC2604 20250910 ... 0 71200 71200 BC
55 BC2605 20250910 ... 0 71170 71170 BC
56 BC2606 20250910 ... 0 70700 70700 BC
57 BC2607 20250910 ... 0 70900 70900 BC
58 BC2608 20250910 ... 0 70800 70800 BC
60 EC2510 20250910 1270 1285.4 ... 96757.742 1270.9 1272.8 EC
61 EC2512 20250910 1664.9 1698 ... 68217.305 1677.3 1674.4 EC
62 EC2602 20250910 1526.7 1537.4 ... 6825.514 1525.2 1521.8 EC
63 EC2604 20250910 1249 1264.4 ... 2798.5375 1252.1 1249.5 EC
64 EC2606 20250910 1438.2 1446.1 ... 719.3225 1438.6 1429.9 EC
65 EC2608 20250910 1619.3 1620.4 ... 346.011 1609.3 1606.3 EC
68 SC_TAS2510 20250910 ... SC_TAS
69 SC_TAS2511 20250910 ... SC_TAS
70 SC_TAS2512 20250910 ... SC_TAS
71 SC_TAS2601 20250910 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 16:28:20,492 - future_1d - INFO - ak.get_ine_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 IC2509 20250910 6883.800 ... 6887.800 6866.800 IC
1 IC2510 20250910 6812.400 ... 6825.800 6808.000 IC
2 IC2512 20250910 6690.000 ... 6710.000 6692.000 IC
3 IC2603 20250910 6546.000 ... 6556.600 6546.400 IC
4 IF2509 20250910 4430.800 ... 4444.600 4420.800 IF
5 IF2510 20250910 4430.000 ... 4437.200 4412.800 IF
6 IF2512 20250910 4399.800 ... 4415.200 4393.200 IF
7 IF2603 20250910 4380.400 ... 4394.000 4373.600 IF
8 IH2509 20250910 2928.000 ... 2944.200 2922.000 IH
9 IH2510 20250910 2928.000 ... 2943.400 2921.600 IH
10 IH2512 20250910 2928.400 ... 2943.200 2921.800 IH
11 IH2603 20250910 2927.800 ... 2945.800 2923.200 IH
12 IM2509 20250910 7176.800 ... 7176.600 7153.400 IM
13 IM2510 20250910 7100.800 ... 7112.400 7092.400 IM
14 IM2512 20250910 6956.600 ... 6965.000 6948.800 IM
15 IM2603 20250910 6778.200 ... 6777.400 6769.800 IM
16 T2509 20250910 107.970 ... 107.725 107.920 T
17 T2512 20250910 107.745 ... 107.505 107.785 T
18 T2603 20250910 107.480 ... 107.235 107.525 T
19 TF2509 20250910 105.645 ... 105.620 105.655 TF
20 TF2512 20250910 105.535 ... 105.445 105.580 TF
21 TF2603 20250910 105.475 ... 105.355 105.495 TF
22 TL2509 20250910 115.830 ... 115.240 116.310 TL
23 TL2512 20250910 115.520 ... 114.870 115.760 TL
24 TL2603 20250910 115.170 ... 114.530 115.390 TL
25 TS2509 20250910 102.346 ... 102.310 102.346 TS
26 TS2512 20250910 102.384 ... 102.348 102.390 TS
27 TS2603 20250910 102.308 ... 102.288 102.324 TS
[28 rows x 12 columns]
2025-09-17 16:28:20,758 - future_1d - INFO - ak.get_cffex_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 a2509 20250910 4040.00 ... 4040.00 4067.00 A
1 a2511 20250910 3968.00 ... 3935.00 3971.00 A
2 a2601 20250910 3971.00 ... 3936.00 3970.00 A
3 a2603 20250910 3970.00 ... 3938.00 3971.00 A
4 a2605 20250910 4012.00 ... 3983.00 4016.00 A
5 a2607 20250910 4017.00 ... 3985.00 4018.00 A
6 b2509 20250910 0.00 ... 3681.00 3681.00 B
7 b2510 20250910 3705.00 ... 3684.00 3720.00 B
8 b2511 20250910 3747.00 ... 3722.00 3755.00 B
9 b2512 20250910 3781.00 ... 3761.00 3786.00 B
10 b2601 20250910 3786.00 ... 3762.00 3785.00 B
11 b2602 20250910 3767.00 ... 3746.00 3766.00 B
12 b2603 20250910 3704.00 ... 3692.00 3712.00 B
13 b2604 20250910 3586.00 ... 3584.00 3597.00 B
14 b2605 20250910 3508.00 ... 3505.00 3521.00 B
15 b2606 20250910 3490.00 ... 3478.00 3497.00 B
16 b2607 20250910 3499.00 ... 3482.00 3499.00 B
17 b2608 20250910 3588.00 ... 3578.00 3597.00 B
18 bb2509 20250910 0.00 ... 136.00 136.00 BB
19 bb2511 20250910 142.05 ... 142.05 142.15 BB
20 bb2601 20250910 148.10 ... 147.60 146.90 BB
21 bb2603 20250910 0.00 ... 147.15 147.15 BB
22 bb2605 20250910 0.00 ... 142.10 141.45 BB
23 bb2607 20250910 0.00 ... 146.90 146.25 BB
24 bz2603 20250910 6009.00 ... 6012.00 5998.00 BZ
25 bz2604 20250910 5984.00 ... 5992.00 5979.00 BZ
26 bz2605 20250910 5990.00 ... 6011.00 6012.00 BZ
27 bz2606 20250910 0.00 ... 6002.00 6002.00 BZ
28 bz2607 20250910 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250910 0.00 ... 6005.00 6005.00 BZ
30 c2509 20250910 0.00 ... 2285.00 2285.00 C
31 c2511 20250910 2216.00 ... 2199.00 2215.00 C
32 c2601 20250910 2190.00 ... 2174.00 2191.00 C
33 c2603 20250910 2203.00 ... 2188.00 2204.00 C
34 c2605 20250910 2254.00 ... 2241.00 2258.00 C
35 c2607 20250910 2262.00 ... 2254.00 2266.00 C
36 cs2509 20250910 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250910 2510.00 ... 2491.00 2513.00 CS
38 cs2601 20250910 2527.00 ... 2504.00 2532.00 CS
39 cs2603 20250910 2534.00 ... 2510.00 2538.00 CS
40 cs2605 20250910 2608.00 ... 2589.00 2614.00 CS
41 cs2607 20250910 2596.00 ... 2589.00 2615.00 CS
42 eb2509 20250910 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250910 7063.00 ... 7059.00 7047.00 EB
44 eb2511 20250910 7064.00 ... 7070.00 7058.00 EB
45 eb2512 20250910 7059.00 ... 7079.00 7065.00 EB
46 eb2601 20250910 7100.00 ... 7101.00 7093.00 EB
47 eb2602 20250910 7127.00 ... 7129.00 7123.00 EB
48 eb2603 20250910 7174.00 ... 7157.00 7156.00 EB
49 eb2604 20250910 7198.00 ... 7189.00 7193.00 EB
50 eb2605 20250910 7186.00 ... 7200.00 7194.00 EB
51 eb2606 20250910 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250910 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250910 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250910 4334.00 ... 4343.00 4361.00 EG
55 eg2510 20250910 4353.00 ... 4347.00 4351.00 EG
56 eg2511 20250910 4346.00 ... 4332.00 4328.00 EG
57 eg2512 20250910 4332.00 ... 4322.00 4325.00 EG
58 eg2601 20250910 4321.00 ... 4320.00 4319.00 EG
59 eg2602 20250910 4321.00 ... 4323.00 4325.00 EG
60 eg2603 20250910 0.00 ... 4323.00 4323.00 EG
61 eg2604 20250910 4342.00 ... 4350.00 4348.00 EG
62 eg2605 20250910 4358.00 ... 4354.00 4348.00 EG
63 eg2606 20250910 4354.00 ... 4357.00 4355.00 EG
64 eg2607 20250910 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250910 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250910 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250910 1273.50 ... 1272.50 1273.00 FB
68 fb2511 20250910 1261.00 ... 1261.50 1258.00 FB
69 fb2512 20250910 1253.50 ... 1256.50 1254.50 FB
70 fb2601 20250910 1250.00 ... 1250.00 1245.00 FB
71 fb2602 20250910 1236.00 ... 1239.00 1238.00 FB
72 fb2603 20250910 1248.00 ... 1252.00 1246.00 FB
73 fb2604 20250910 1250.00 ... 1250.00 1255.00 FB
74 fb2605 20250910 0.00 ... 1318.50 1321.00 FB
75 fb2606 20250910 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250910 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250910 0.00 ... 1296.00 1296.00 FB
78 i2509 20250910 0.00 ... 847.50 847.50 I
79 i2510 20250910 829.00 ... 823.50 823.50 I
80 i2511 20250910 820.50 ... 816.50 818.00 I
81 i2512 20250910 814.00 ... 811.50 811.50 I
82 i2601 20250910 803.50 ... 802.00 803.00 I
83 i2602 20250910 796.00 ... 796.00 798.00 I
84 i2603 20250910 792.50 ... 790.50 791.00 I
85 i2604 20250910 784.50 ... 786.00 788.00 I
86 i2605 20250910 780.00 ... 777.50 779.00 I
87 i2606 20250910 772.00 ... 771.00 772.00 I
88 i2607 20250910 767.00 ... 767.50 767.50 I
89 i2608 20250910 762.00 ... 762.00 762.50 I
90 j2509 20250910 0.00 ... 1512.50 1512.50 J
91 j2510 20250910 1488.50 ... 1499.50 1514.00 J
92 j2511 20250910 1518.50 ... 1533.50 1546.50 J
93 j2512 20250910 1554.00 ... 1572.50 1584.50 J
94 j2601 20250910 1589.00 ... 1601.00 1615.50 J
95 j2602 20250910 1611.00 ... 1618.00 1645.50 J
96 j2603 20250910 0.00 ... 1660.00 1660.00 J
97 j2604 20250910 0.00 ... 1720.50 1720.50 J
98 j2605 20250910 1735.50 ... 1726.00 1744.00 J
99 j2606 20250910 0.00 ... 1761.00 1761.00 J
100 j2607 20250910 1727.00 ... 1727.00 1768.50 J
101 j2608 20250910 1748.00 ... 1763.00 1770.00 J
102 jd2509 20250910 3001.00 ... 3037.00 3050.00 JD
103 jd2510 20250910 3056.00 ... 3032.00 3032.00 JD
104 jd2511 20250910 3077.00 ... 3040.00 3066.00 JD
105 jd2512 20250910 3231.00 ... 3198.00 3223.00 JD
106 jd2601 20250910 3400.00 ... 3373.00 3406.00 JD
107 jd2602 20250910 3131.00 ... 3116.00 3138.00 JD
108 jd2603 20250910 3149.00 ... 3131.00 3150.00 JD
109 jd2604 20250910 3337.00 ... 3327.00 3343.00 JD
110 jd2605 20250910 3480.00 ... 3467.00 3480.00 JD
111 jd2606 20250910 3289.00 ... 3270.00 3287.00 JD
112 jd2607 20250910 3511.00 ... 3494.00 3510.00 JD
113 jd2608 20250910 3922.00 ... 3916.00 3918.00 JD
114 jm2509 20250910 950.00 ... 969.00 950.50 JM
115 jm2510 20250910 948.00 ... 952.50 963.00 JM
116 jm2511 20250910 1008.00 ... 1007.00 1022.00 JM
117 jm2512 20250910 1067.50 ... 1064.00 1082.50 JM
118 jm2601 20250910 1117.00 ... 1115.50 1139.00 JM
119 jm2602 20250910 1149.00 ... 1140.50 1165.00 JM
120 jm2603 20250910 1169.00 ... 1158.00 1188.50 JM
121 jm2604 20250910 1188.00 ... 1174.50 1209.50 JM
122 jm2605 20250910 1199.50 ... 1189.00 1226.00 JM
123 jm2606 20250910 1209.00 ... 1203.50 1241.00 JM
124 jm2607 20250910 1220.00 ... 1213.00 1251.50 JM
125 jm2608 20250910 1239.50 ... 1226.00 1259.50 JM
126 l2509 20250910 7150.00 ... 7165.00 7140.00 L
127 l2510 20250910 7199.00 ... 7205.00 7203.00 L
128 l2511 20250910 7212.00 ... 7219.00 7212.00 L
129 l2512 20250910 7225.00 ... 7230.00 7221.00 L
130 l2601 20250910 7234.00 ... 7233.00 7228.00 L
131 l2602 20250910 7219.00 ... 7227.00 7219.00 L
132 l2603 20250910 7228.00 ... 7227.00 7217.00 L
133 l2604 20250910 7259.00 ... 7259.00 7246.00 L
134 l2605 20250910 7247.00 ... 7243.00 7239.00 L
135 l2606 20250910 0.00 ... 7228.00 7228.00 L
136 l2607 20250910 0.00 ... 7251.00 7251.00 L
137 l2608 20250910 0.00 ... 7269.00 7269.00 L
138 lg2509 20250910 773.50 ... 773.00 776.50 LG
139 lg2511 20250910 803.00 ... 805.00 805.50 LG
140 lg2601 20250910 819.00 ... 819.50 819.50 LG
141 lg2603 20250910 825.50 ... 825.50 826.00 LG
142 lg2605 20250910 831.50 ... 830.00 830.50 LG
143 lg2607 20250910 833.00 ... 831.50 833.00 LG
144 lh2509 20250910 13200.00 ... 13190.00 13140.00 LH
145 lh2511 20250910 13215.00 ... 13315.00 13230.00 LH
146 lh2601 20250910 13635.00 ... 13730.00 13690.00 LH
147 lh2603 20250910 12920.00 ... 13010.00 12990.00 LH
148 lh2605 20250910 13400.00 ... 13520.00 13480.00 LH
149 lh2607 20250910 14155.00 ... 14240.00 14155.00 LH
150 m2509 20250910 0.00 ... 3031.00 3031.00 M
151 m2511 20250910 3041.00 ... 3031.00 3042.00 M
152 m2512 20250910 3090.00 ... 3080.00 3090.00 M
153 m2601 20250910 3079.00 ... 3064.00 3076.00 M
154 m2603 20250910 2998.00 ... 2991.00 2999.00 M
155 m2605 20250910 2800.00 ... 2799.00 2802.00 M
156 m2607 20250910 2781.00 ... 2778.00 2781.00 M
157 m2608 20250910 2907.00 ... 2907.00 2909.00 M
158 p2509 20250910 9446.00 ... 9446.00 9478.00 P
159 p2510 20250910 9420.00 ... 9320.00 9436.00 P
160 p2511 20250910 9420.00 ... 9314.00 9434.00 P
161 p2512 20250910 9446.00 ... 9326.00 9458.00 P
162 p2601 20250910 9470.00 ... 9340.00 9470.00 P
163 p2602 20250910 9386.00 ... 9284.00 9410.00 P
164 p2603 20250910 9394.00 ... 9290.00 9394.00 P
165 p2604 20250910 9280.00 ... 9200.00 9326.00 P
166 p2605 20250910 9256.00 ... 9126.00 9246.00 P
167 p2606 20250910 9100.00 ... 9030.00 9156.00 P
168 p2607 20250910 9006.00 ... 8942.00 9052.00 P
169 p2608 20250910 8922.00 ... 8910.00 8966.00 P
170 pg2509 20250910 3703.00 ... 3706.00 3706.00 PG
171 pg2510 20250910 4398.00 ... 4437.00 4413.00 PG
172 pg2511 20250910 4358.00 ... 4389.00 4356.00 PG
173 pg2512 20250910 4297.00 ... 4328.00 4294.00 PG
174 pg2601 20250910 4228.00 ... 4270.00 4235.00 PG
175 pg2602 20250910 4166.00 ... 4194.00 4166.00 PG
176 pg2603 20250910 4074.00 ... 4105.00 4079.00 PG
177 pg2604 20250910 4403.00 ... 4437.00 4409.00 PG
178 pg2605 20250910 4358.00 ... 4358.00 4323.00 PG
179 pg2606 20250910 4297.00 ... 4288.00 4261.00 PG
180 pg2607 20250910 4256.00 ... 4255.00 4207.00 PG
181 pg2608 20250910 0.00 ... 4163.00 4163.00 PG
182 pp2509 20250910 6818.00 ... 6832.00 6835.00 PP
183 pp2510 20250910 6857.00 ... 6867.00 6868.00 PP
184 pp2511 20250910 6883.00 ... 6898.00 6896.00 PP
185 pp2512 20250910 6919.00 ... 6930.00 6925.00 PP
186 pp2601 20250910 6943.00 ... 6951.00 6945.00 PP
187 pp2602 20250910 6918.00 ... 6933.00 6922.00 PP
188 pp2603 20250910 6923.00 ... 6920.00 6922.00 PP
189 pp2604 20250910 6964.00 ... 6963.00 6950.00 PP
190 pp2605 20250910 6960.00 ... 6973.00 6962.00 PP
191 pp2606 20250910 6944.00 ... 6946.00 6931.00 PP
192 pp2607 20250910 6898.00 ... 6915.00 6897.00 PP
193 pp2608 20250910 6914.00 ... 6922.00 6906.00 PP
194 rr2509 20250910 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250910 3608.00 ... 3605.00 3609.00 RR
196 rr2511 20250910 3615.00 ... 3611.00 3613.00 RR
197 rr2512 20250910 3611.00 ... 3608.00 3609.00 RR
198 rr2601 20250910 3619.00 ... 3617.00 3620.00 RR
199 rr2602 20250910 0.00 ... 3604.00 3604.00 RR
200 rr2603 20250910 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250910 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250910 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250910 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250910 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250910 0.00 ... 3625.00 3625.00 RR
206 v2509 20250910 4691.00 ... 4696.00 4710.00 V
207 v2510 20250910 4733.00 ... 4743.00 4755.00 V
208 v2511 20250910 4770.00 ... 4776.00 4787.00 V
209 v2512 20250910 4810.00 ... 4815.00 4822.00 V
210 v2601 20250910 4850.00 ... 4849.00 4864.00 V
211 v2602 20250910 4882.00 ... 4885.00 4898.00 V
212 v2603 20250910 4906.00 ... 4916.00 4931.00 V
213 v2604 20250910 5120.00 ... 5119.00 5120.00 V
214 v2605 20250910 5150.00 ... 5149.00 5173.00 V
215 v2606 20250910 5167.00 ... 5169.00 5192.00 V
216 v2607 20250910 5220.00 ... 5208.00 5241.00 V
217 v2608 20250910 5240.00 ... 5247.00 5271.00 V
218 y2509 20250910 8650.00 ... 8414.00 8286.00 Y
219 y2511 20250910 8420.00 ... 8344.00 8448.00 Y
220 y2512 20250910 8442.00 ... 8374.00 8466.00 Y
221 y2601 20250910 8388.00 ... 8322.00 8418.00 Y
222 y2603 20250910 8324.00 ... 8236.00 8336.00 Y
223 y2605 20250910 8108.00 ... 8028.00 8122.00 Y
224 y2607 20250910 8052.00 ... 7982.00 8080.00 Y
225 y2608 20250910 8042.00 ... 7998.00 8086.00 Y
[226 rows x 12 columns]
2025-09-17 16:28:21,398 - future_1d - INFO - ak.get_dce_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 PS2509 20250910 55500.0 ... 55575.0 55960.0 PS
1 PS2510 20250910 52750.0 ... 52840.0 55420.0 PS
2 PS2511 20250910 52400.0 ... 52690.0 55320.0 PS
3 PS2512 20250910 54610.0 ... 55180.0 57655.0 PS
4 PS2601 20250910 54480.0 ... 55040.0 57525.0 PS
5 PS2602 20250910 54955.0 ... 55095.0 57635.0 PS
6 PS2603 20250910 54900.0 ... 55055.0 58150.0 PS
7 PS2604 20250910 54940.0 ... 55130.0 58280.0 PS
8 PS2605 20250910 55500.0 ... 55245.0 57690.0 PS
9 PS2606 20250910 58200.0 ... 57570.0 59785.0 PS
10 PS2607 20250910 57570.0 ... 57500.0 59985.0 PS
11 PS2608 20250910 56300.0 ... 57455.0 59585.0 PS
13 SI2509 20250910 8400.0 ... 8470.0 8555.0 SI
14 SI2510 20250910 8300.0 ... 8520.0 8505.0 SI
15 SI2511 20250910 8300.0 ... 8530.0 8530.0 SI
16 SI2512 20250910 8690.0 ... 8885.0 8895.0 SI
17 SI2601 20250910 8670.0 ... 8875.0 8890.0 SI
18 SI2602 20250910 8700.0 ... 8935.0 8900.0 SI
19 SI2603 20250910 8670.0 ... 8920.0 8895.0 SI
20 SI2604 20250910 8680.0 ... 8950.0 8910.0 SI
21 SI2605 20250910 8755.0 ... 8915.0 8920.0 SI
22 SI2606 20250910 8695.0 ... 8940.0 8855.0 SI
23 SI2607 20250910 8735.0 ... 8940.0 8925.0 SI
24 SI2608 20250910 8725.0 ... 8905.0 8965.0 SI
27 LC2509 20250910 69000.0 ... 69760.0 74260.0 LC
28 LC2510 20250910 68540.0 ... 69720.0 74500.0 LC
29 LC2511 20250910 69040.0 ... 70120.0 74340.0 LC
30 LC2512 20250910 69000.0 ... 70200.0 74120.0 LC
31 LC2601 20250910 69000.0 ... 70240.0 74380.0 LC
32 LC2602 20250910 69920.0 ... 70240.0 74040.0 LC
33 LC2603 20250910 70600.0 ... 70220.0 74200.0 LC
34 LC2604 20250910 70840.0 ... 70660.0 74720.0 LC
35 LC2605 20250910 70400.0 ... 70700.0 74740.0 LC
36 LC2606 20250910 71280.0 ... 70460.0 74720.0 LC
37 LC2607 20250910 71220.0 ... 70500.0 74520.0 LC
38 LC2608 20250910 71000.0 ... 70700.0 74580.0 LC
[36 rows x 12 columns]
2025-09-17 16:28:21,613 - future_1d - INFO - ak.get_gfex_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250910 8045.0 8225.0 ... 154717.05 8163.0 8175.0 AP
1 AP511 20250910 7986.0 8066.0 ... 3743.15 8026.0 8049.0 AP
2 AP512 20250910 8021.0 8089.0 ... 394.46 8050.0 8080.0 AP
3 AP601 20250910 8045.0 8166.0 ... 627525.38 8122.0 8136.0 AP
4 AP603 20250910 8065.0 8068.0 ... 64.42 8053.0 8088.0 AP
5 AP604 20250910 8096.0 8096.0 ... 16.18 8090.0 8100.0 AP
6 AP605 20250910 8138.0 8183.0 ... 2806.33 8158.0 8177.0 AP
7 CF509 20250910 13360.0 13370.0 ... 6744.90 13345.0 13440.0 CF
8 CF511 20250910 13630.0 13700.0 ... 235096.37 13645.0 13675.0 CF
9 CF601 20250910 13835.0 13880.0 ... 1487221.55 13835.0 13880.0 CF
10 CF603 20250910 13810.0 13835.0 ... 1331.55 13800.0 13860.0 CF
11 CF605 20250910 13790.0 13840.0 ... 126412.84 13795.0 13835.0 CF
12 CF607 20250910 13820.0 13850.0 ... 642.42 13815.0 13860.0 CF
13 CJ509 20250910 0.0 0.0 ... 0.00 9945.0 9945.0 CJ
14 CJ512 20250910 10955.0 10990.0 ... 3196.60 10945.0 10985.0 CJ
15 CJ601 20250910 10975.0 11050.0 ... 382595.72 10990.0 11040.0 CJ
16 CJ603 20250910 11030.0 11090.0 ... 5296.20 11045.0 11080.0 CJ
17 CJ605 20250910 11130.0 11180.0 ... 55999.23 11125.0 11170.0 CJ
18 CJ607 20250910 11255.0 11320.0 ... 2292.93 11265.0 11315.0 CJ
19 CY509 20250910 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250910 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250910 19900.0 19935.0 ... 82984.93 19895.0 19920.0 CY
22 CY512 20250910 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250910 19890.0 19910.0 ... 884.50 19875.0 19895.0 CY
24 CY602 20250910 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250910 0.0 0.0 ... 0.00 20255.0 20260.0 CY
26 CY604 20250910 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250910 0.0 0.0 ... 0.00 20165.0 20165.0 CY
28 CY606 20250910 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250910 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250910 0.0 0.0 ... 0.00 20170.0 20220.0 CY
31 FG509 20250910 1000.0 1011.0 ... 380.32 985.0 1017.0 FG
32 FG510 20250910 1109.0 1110.0 ... 54219.70 1100.0 1118.0 FG
33 FG511 20250910 1095.0 1100.0 ... 155572.37 1089.0 1110.0 FG
34 FG512 20250910 1192.0 1200.0 ... 76529.22 1188.0 1206.0 FG
35 FG601 20250910 1186.0 1194.0 ... 5133427.02 1179.0 1199.0 FG
36 FG602 20250910 1237.0 1243.0 ... 28525.61 1232.0 1248.0 FG
37 FG603 20250910 1241.0 1245.0 ... 1165.88 1232.0 1252.0 FG
38 FG604 20250910 1286.0 1293.0 ... 910.56 1279.0 1311.0 FG
39 FG605 20250910 1286.0 1290.0 ... 92465.83 1278.0 1296.0 FG
40 FG606 20250910 1310.0 1319.0 ... 1694.19 1307.0 1324.0 FG
41 FG607 20250910 1304.0 1311.0 ... 945.18 1298.0 1317.0 FG
42 FG608 20250910 1329.0 1334.0 ... 2118.81 1319.0 1343.0 FG
43 JR509 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250910 2245.0 2265.0 ... 1873.49 2260.0 2242.0 MA
53 MA510 20250910 2302.0 2324.0 ... 20948.98 2308.0 2305.0 MA
54 MA511 20250910 2331.0 2354.0 ... 144629.53 2333.0 2331.0 MA
55 MA512 20250910 2372.0 2397.0 ... 85597.64 2375.0 2373.0 MA
56 MA601 20250910 2398.0 2422.0 ... 1298827.28 2403.0 2397.0 MA
57 MA602 20250910 2405.0 2432.0 ... 25004.62 2411.0 2410.0 MA
58 MA603 20250910 2406.0 2435.0 ... 241.68 2417.0 2410.0 MA
59 MA604 20250910 2401.0 2424.0 ... 19.23 2404.0 2407.0 MA
60 MA605 20250910 2394.0 2417.0 ... 98481.08 2398.0 2394.0 MA
61 MA606 20250910 2396.0 2420.0 ... 19.31 2413.0 2395.0 MA
62 MA607 20250910 2376.0 2398.0 ... 69.34 2391.0 2382.0 MA
63 MA608 20250910 2405.0 2410.0 ... 16.82 2403.0 2388.0 MA
64 OI509 20250910 0.0 0.0 ... 0.00 9937.0 9968.0 OI
65 OI511 20250910 9990.0 10041.0 ... 464250.87 9985.0 9999.0 OI
66 OI601 20250910 9843.0 9877.0 ... 2790624.64 9823.0 9845.0 OI
67 OI603 20250910 9670.0 9709.0 ... 3373.54 9666.0 9680.0 OI
68 OI605 20250910 9515.0 9573.0 ... 134315.56 9541.0 9530.0 OI
69 OI607 20250910 9494.0 9513.0 ... 284.38 9479.0 9480.0 OI
70 PF509 20250910 0.0 0.0 ... 0.00 6268.0 6268.0 PF
71 PF510 20250910 6370.0 6400.0 ... 32924.97 6378.0 6360.0 PF
72 PF511 20250910 6350.0 6388.0 ... 400639.59 6362.0 6340.0 PF
73 PF512 20250910 6326.0 6370.0 ... 136307.03 6344.0 6322.0 PF
74 PF601 20250910 6368.0 6408.0 ... 19811.27 6390.0 6368.0 PF
75 PF602 20250910 6382.0 6418.0 ... 42375.88 6400.0 6374.0 PF
76 PF603 20250910 6382.0 6416.0 ... 112.20 6412.0 6386.0 PF
77 PF604 20250910 6424.0 6454.0 ... 35.42 6440.0 6442.0 PF
78 PF605 20250910 6468.0 6468.0 ... 9.70 6468.0 6454.0 PF
79 PF606 20250910 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250910 0.0 0.0 ... 0.00 6498.0 6492.0 PF
81 PF608 20250910 0.0 0.0 ... 0.00 6510.0 6508.0 PF
82 PK510 20250910 7880.0 7898.0 ... 28229.56 7876.0 7926.0 PK
83 PK511 20250910 7782.0 7808.0 ... 214382.20 7792.0 7830.0 PK
84 PK512 20250910 7778.0 7828.0 ... 79885.94 7804.0 7844.0 PK
85 PK601 20250910 7826.0 7850.0 ... 29793.81 7832.0 7860.0 PK
86 PK603 20250910 7838.0 7856.0 ... 27.47 7850.0 7882.0 PK
87 PK604 20250910 7878.0 7878.0 ... 11.82 7878.0 7896.0 PK
88 PK605 20250910 7854.0 7880.0 ... 3234.27 7870.0 7884.0 PK
89 PL601 20250910 6405.0 6430.0 ... 35925.17 6413.0 6395.0 PL
90 PL602 20250910 6433.0 6457.0 ... 232.16 6449.0 6432.0 PL
91 PL603 20250910 6445.0 6445.0 ... 12.89 6445.0 6427.0 PL
92 PL604 20250910 0.0 0.0 ... 0.00 6465.0 6465.0 PL
93 PL605 20250910 6386.0 6386.0 ... 12.77 6386.0 6360.0 PL
94 PL606 20250910 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250910 6450.0 6450.0 ... 12.90 6450.0 6424.0 PL
96 PL608 20250910 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250910 0.0 0.0 ... 0.00 5788.0 5794.0 PR
104 PR510 20250910 5834.0 5864.0 ... 5671.22 5844.0 5836.0 PR
105 PR511 20250910 5834.0 5864.0 ... 281895.10 5842.0 5834.0 PR
106 PR512 20250910 5852.0 5874.0 ... 182273.87 5854.0 5842.0 PR
107 PR601 20250910 5862.0 5882.0 ... 185022.08 5860.0 5846.0 PR
108 PR602 20250910 0.0 0.0 ... 0.00 5898.0 5886.0 PR
109 PR603 20250910 0.0 0.0 ... 0.00 5898.0 5894.0 PR
110 PR604 20250910 0.0 0.0 ... 0.00 5902.0 5892.0 PR
111 PR605 20250910 0.0 0.0 ... 0.00 5916.0 5916.0 PR
112 PR606 20250910 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250910 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250910 0.0 0.0 ... 0.00 5962.0 5960.0 PR
115 PX509 20250910 0.0 0.0 ... 0.00 6768.0 6724.0 PX
116 PX510 20250910 6732.0 6812.0 ... 4612.28 6788.0 6708.0 PX
117 PX511 20250910 6718.0 6794.0 ... 520291.14 6752.0 6708.0 PX
118 PX512 20250910 6702.0 6760.0 ... 113379.51 6720.0 6690.0 PX
119 PX601 20250910 6692.0 6732.0 ... 93542.64 6702.0 6674.0 PX
120 PX602 20250910 6672.0 6716.0 ... 12859.72 6688.0 6660.0 PX
121 PX603 20250910 6662.0 6662.0 ... 3.33 6662.0 6646.0 PX
122 PX604 20250910 0.0 0.0 ... 0.00 6698.0 6696.0 PX
123 PX605 20250910 6670.0 6716.0 ... 354.68 6692.0 6676.0 PX
124 PX606 20250910 0.0 0.0 ... 0.00 6708.0 6682.0 PX
125 PX607 20250910 0.0 0.0 ... 0.00 6722.0 6674.0 PX
126 PX608 20250910 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250910 0.0 0.0 ... 0.00 2565.0 2573.0 RM
134 RM511 20250910 2556.0 2558.0 ... 11654.56 2541.0 2548.0 RM
135 RM601 20250910 2555.0 2560.0 ... 770353.73 2542.0 2539.0 RM
136 RM603 20250910 2442.0 2450.0 ... 14930.08 2432.0 2432.0 RM
137 RM605 20250910 2409.0 2431.0 ... 134388.72 2412.0 2399.0 RM
138 RM607 20250910 2390.0 2412.0 ... 16468.46 2394.0 2380.0 RM
139 RM608 20250910 2489.0 2504.0 ... 214.08 2489.0 2480.0 RM
140 RS509 20250910 0.0 0.0 ... 0.00 4852.0 4854.0 RS
141 RS511 20250910 5175.0 5177.0 ... 10.35 5176.0 5196.0 RS
142 RS607 20250910 5528.0 5588.0 ... 155.66 5559.0 5561.0 RS
143 RS608 20250910 0.0 0.0 ... 0.00 5615.0 5627.0 RS
144 SA509 20250910 1156.0 1168.0 ... 5804.57 1151.0 1167.0 SA
145 SA510 20250910 1199.0 1208.0 ... 58396.32 1199.0 1212.0 SA
146 SA511 20250910 1205.0 1218.0 ... 296847.16 1208.0 1219.0 SA
147 SA512 20250910 1265.0 1276.0 ... 153414.88 1264.0 1275.0 SA
148 SA601 20250910 1271.0 1285.0 ... 3397262.42 1271.0 1287.0 SA
149 SA602 20250910 1304.0 1315.0 ... 31964.00 1304.0 1316.0 SA
150 SA603 20250910 1309.0 1321.0 ... 4482.70 1308.0 1323.0 SA
151 SA604 20250910 1350.0 1357.0 ... 1467.59 1349.0 1360.0 SA
152 SA605 20250910 1349.0 1361.0 ... 119241.42 1351.0 1367.0 SA
153 SA606 20250910 1363.0 1370.0 ... 1032.58 1359.0 1378.0 SA
154 SA607 20250910 1363.0 1373.0 ... 1432.27 1361.0 1377.0 SA
155 SA608 20250910 1382.0 1391.0 ... 920.95 1383.0 1397.0 SA
156 SF509 20250910 5410.0 5494.0 ... 915.23 5464.0 5448.0 SF
157 SF510 20250910 5430.0 5522.0 ... 32525.43 5472.0 5468.0 SF
158 SF511 20250910 5586.0 5692.0 ... 442359.92 5636.0 5630.0 SF
159 SF512 20250910 5526.0 5642.0 ... 64985.40 5596.0 5584.0 SF
160 SF601 20250910 5530.0 5646.0 ... 135499.99 5594.0 5586.0 SF
161 SF602 20250910 5510.0 5600.0 ... 19166.00 5548.0 5548.0 SF
162 SF603 20250910 5716.0 5770.0 ... 25.87 5750.0 5744.0 SF
163 SF604 20250910 5706.0 5706.0 ... 2.85 5706.0 5722.0 SF
164 SF605 20250910 5660.0 5752.0 ... 1910.97 5704.0 5692.0 SF
165 SF606 20250910 5640.0 5708.0 ... 31.18 5670.0 5656.0 SF
166 SF607 20250910 5770.0 5860.0 ... 37.80 5816.0 5810.0 SF
167 SF608 20250910 5730.0 5738.0 ... 5.73 5734.0 5744.0 SF
168 SH509 20250910 2780.0 2842.0 ... 33.73 2811.0 2656.0 SH
169 SH510 20250910 2552.0 2572.0 ... 64097.40 2559.0 2567.0 SH
170 SH511 20250910 2558.0 2579.0 ... 551526.90 2562.0 2571.0 SH
171 SH512 20250910 2581.0 2600.0 ... 303131.55 2583.0 2590.0 SH
172 SH601 20250910 2560.0 2588.0 ... 1896006.35 2571.0 2578.0 SH
173 SH602 20250910 2584.0 2607.0 ... 17714.75 2591.0 2595.0 SH
174 SH603 20250910 2603.0 2625.0 ... 790.51 2609.0 2614.0 SH
175 SH604 20250910 2649.0 2666.0 ... 143.26 2653.0 2654.0 SH
176 SH605 20250910 2655.0 2677.0 ... 15127.81 2664.0 2667.0 SH
177 SH606 20250910 2660.0 2683.0 ... 136.33 2673.0 2671.0 SH
178 SH607 20250910 2655.0 2673.0 ... 71.99 2666.0 2669.0 SH
179 SH608 20250910 2679.0 2682.0 ... 40.17 2678.0 2683.0 SH
180 SM509 20250910 5714.0 5794.0 ... 970.59 5726.0 5742.0 SM
181 SM510 20250910 5710.0 5812.0 ... 31907.91 5772.0 5756.0 SM
182 SM511 20250910 5800.0 5888.0 ... 223159.52 5830.0 5826.0 SM
183 SM512 20250910 5796.0 5894.0 ... 49051.46 5852.0 5832.0 SM
184 SM601 20250910 5800.0 5900.0 ... 520854.01 5852.0 5838.0 SM
185 SM602 20250910 5814.0 5910.0 ... 132107.14 5840.0 5844.0 SM
186 SM603 20250910 5838.0 5912.0 ... 96.99 5878.0 5854.0 SM
187 SM604 20250910 5910.0 5910.0 ... 5.90 5898.0 5864.0 SM
188 SM605 20250910 5850.0 5934.0 ... 7137.44 5900.0 5880.0 SM
189 SM606 20250910 5870.0 5904.0 ... 5.89 5888.0 5880.0 SM
190 SM607 20250910 5876.0 5888.0 ... 14.70 5882.0 5894.0 SM
191 SM608 20250910 5888.0 5912.0 ... 8.85 5898.0 5886.0 SM
192 SR509 20250910 5535.0 5535.0 ... 1154.17 5522.0 5534.0 SR
193 SR511 20250910 5533.0 5561.0 ... 147405.35 5539.0 5525.0 SR
194 SR601 20250910 5520.0 5548.0 ... 1086155.49 5534.0 5521.0 SR
195 SR603 20250910 5508.0 5530.0 ... 3566.10 5520.0 5512.0 SR
196 SR605 20250910 5501.0 5517.0 ... 43872.78 5508.0 5503.0 SR
197 SR607 20250910 5490.0 5513.0 ... 2542.39 5503.0 5500.0 SR
198 TA509 20250910 4586.0 4628.0 ... 5013.80 4598.0 4580.0 TA
199 TA510 20250910 4640.0 4680.0 ... 53245.06 4662.0 4640.0 TA
200 TA511 20250910 4654.0 4690.0 ... 288156.54 4670.0 4648.0 TA
201 TA512 20250910 4664.0 4698.0 ... 167477.92 4678.0 4660.0 TA
202 TA601 20250910 4670.0 4704.0 ... 1341265.83 4686.0 4670.0 TA
203 TA602 20250910 4678.0 4710.0 ... 18831.64 4694.0 4676.0 TA
204 TA603 20250910 4704.0 4720.0 ... 73.03 4712.0 4690.0 TA
205 TA604 20250910 4722.0 4722.0 ... 2.36 4722.0 4692.0 TA
206 TA605 20250910 4702.0 4732.0 ... 26461.23 4716.0 4702.0 TA
207 TA606 20250910 0.0 0.0 ... 0.00 4734.0 4710.0 TA
208 TA607 20250910 0.0 0.0 ... 0.00 4744.0 4720.0 TA
209 TA608 20250910 4740.0 4746.0 ... 7.12 4744.0 4730.0 TA
210 UR509 20250910 1621.0 1630.0 ... 287.62 1616.0 1625.0 UR
211 UR510 20250910 1644.0 1653.0 ... 7783.83 1639.0 1650.0 UR
212 UR511 20250910 1671.0 1684.0 ... 48792.94 1671.0 1681.0 UR
213 UR512 20250910 1678.0 1688.0 ... 16449.09 1675.0 1684.0 UR
214 UR601 20250910 1681.0 1692.0 ... 565969.77 1679.0 1686.0 UR
215 UR602 20250910 1683.0 1691.0 ... 463.48 1679.0 1687.0 UR
216 UR603 20250910 1731.0 1734.0 ... 203.95 1728.0 1731.0 UR
217 UR604 20250910 1730.0 1734.0 ... 51.84 1728.0 1732.0 UR
218 UR605 20250910 1737.0 1739.0 ... 25068.39 1729.0 1734.0 UR
219 UR606 20250910 1727.0 1735.0 ... 137.87 1723.0 1730.0 UR
220 UR607 20250910 1763.0 1763.0 ... 35.11 1755.0 1760.0 UR
221 UR608 20250910 1755.0 1755.0 ... 59.35 1746.0 1753.0 UR
222 WH509 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 16:28:21,909 - future_1d - INFO - ak.get_czce_daily('2025-09-10') done
2025-09-17 16:28:34,867 - future_1d - INFO - save future_daily 2025-09-10 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250911 ... 80090 79730 CU
1 1 CU2510 20250911 ... 80080 79680 CU
2 2 CU2511 20250911 ... 80080 79670 CU
3 3 CU2512 20250911 ... 80050 79640 CU
4 4 CU2601 20250911 ... 80040 79610 CU
5 5 CU2602 20250911 ... 80040 79570 CU
6 6 CU2603 20250911 ... 80060 79590 CU
7 7 CU2604 20250911 ... 80150 79690 CU
8 8 CU2605 20250911 ... 80130 79660 CU
9 9 CU2606 20250911 ... 80150 79700 CU
10 10 CU2607 20250911 ... 80150 79790 CU
11 11 CU2608 20250911 ... 80140 79740 CU
12 12 BC2509 20250911 ... 70500 70500 BC
13 13 BC2510 20250911 ... 71180 70820 BC
14 14 BC2511 20250911 ... 71150 70800 BC
15 15 BC2512 20250911 ... 70790 70790 BC
16 16 BC2601 20250911 ... 71300 70880 BC
17 17 BC2602 20250911 ... 70900 70900 BC
18 18 BC2603 20250911 ... 71560 70050 BC
19 19 BC2604 20250911 ... 71200 71200 BC
20 20 BC2605 20250911 ... 71170 71170 BC
21 21 BC2606 20250911 ... 70710 70700 BC
22 22 BC2607 20250911 ... 70900 70900 BC
23 23 BC2608 20250911 ... 70800 70800 BC
24 24 AL2509 20250911 ... 20845 20765 AL
25 25 AL2510 20250911 ... 20850 20785 AL
26 26 AL2511 20250911 ... 20840 20770 AL
27 27 AL2512 20250911 ... 20815 20745 AL
28 28 AL2601 20250911 ... 20800 20730 AL
29 29 AL2602 20250911 ... 20795 20730 AL
30 30 AL2603 20250911 ... 20820 20755 AL
31 31 AL2604 20250911 ... 20855 20780 AL
32 32 AL2605 20250911 ... 20865 20805 AL
33 33 AL2606 20250911 ... 20865 20795 AL
34 34 AL2607 20250911 ... 20875 20800 AL
35 35 AL2608 20250911 ... 20870 20810 AL
36 36 ZN2509 20250911 ... 22190 22115 ZN
37 37 ZN2510 20250911 ... 22225 22170 ZN
38 38 ZN2511 20250911 ... 22235 22175 ZN
39 39 ZN2512 20250911 ... 22250 22185 ZN
40 40 ZN2601 20250911 ... 22255 22205 ZN
41 41 ZN2602 20250911 ... 22265 22200 ZN
42 42 ZN2603 20250911 ... 22265 22230 ZN
43 43 ZN2604 20250911 ... 22310 22245 ZN
44 44 ZN2605 20250911 ... 22305 22255 ZN
45 45 ZN2606 20250911 ... 22305 22285 ZN
46 46 ZN2607 20250911 ... 22335 22270 ZN
47 47 ZN2608 20250911 ... 22350 22280 ZN
48 48 PB2509 20250911 ... 16795 16805 PB
49 49 PB2510 20250911 ... 16860 16840 PB
50 50 PB2511 20250911 ... 16865 16850 PB
51 51 PB2512 20250911 ... 16885 16870 PB
52 52 PB2601 20250911 ... 16910 16880 PB
53 53 PB2602 20250911 ... 16895 16945 PB
54 54 PB2603 20250911 ... 16910 16910 PB
55 55 PB2604 20250911 ... 16910 16945 PB
56 56 PB2605 20250911 ... 16925 16945 PB
57 57 PB2606 20250911 ... 16935 17030 PB
58 58 PB2607 20250911 ... 16945 17020 PB
59 59 PB2608 20250911 ... 16965 17060 PB
60 60 NI2509 20250911 ... 120260 120110 NI
61 61 NI2510 20250911 ... 120450 120490 NI
62 62 NI2511 20250911 ... 120600 120660 NI
63 63 NI2512 20250911 ... 120780 120870 NI
64 64 NI2601 20250911 ... 121000 121080 NI
65 65 NI2602 20250911 ... 121260 121360 NI
66 66 NI2603 20250911 ... 121390 121570 NI
67 67 NI2604 20250911 ... 121710 121760 NI
68 68 NI2605 20250911 ... 121760 121960 NI
69 69 NI2606 20250911 ... 122050 122270 NI
70 70 NI2607 20250911 ... 122410 122470 NI
71 71 NI2608 20250911 ... 122670 122910 NI
72 72 SN2509 20250911 ... 270340 268520 SN
73 73 SN2510 20250911 ... 271410 269480 SN
74 74 SN2511 20250911 ... 271610 269720 SN
75 75 SN2512 20250911 ... 271690 269940 SN
76 76 SN2601 20250911 ... 271500 270340 SN
77 77 SN2602 20250911 ... 271650 270030 SN
78 78 SN2603 20250911 ... 271120 270300 SN
79 79 SN2604 20250911 ... 272180 270750 SN
80 80 SN2605 20250911 ... 272460 271250 SN
81 81 SN2606 20250911 ... 271900 269320 SN
82 82 SN2607 20250911 ... 273090 270950 SN
83 83 SN2608 20250911 ... 272370 271420 SN
84 84 AO2509 20250911 ... 2904 2869 AO
85 85 AO2510 20250911 ... 2918 2905 AO
86 86 AO2511 20250911 ... 2920 2909 AO
87 87 AO2512 20250911 ... 2931 2913 AO
88 88 AO2601 20250911 ... 2940 2922 AO
89 89 AO2602 20250911 ... 2947 2932 AO
90 90 AO2603 20250911 ... 3008 2995 AO
91 91 AO2604 20250911 ... 3015 3008 AO
92 92 AO2605 20250911 ... 3025 3010 AO
93 93 AO2606 20250911 ... 3034 3023 AO
94 94 AO2607 20250911 ... 3048 3033 AO
95 95 AO2608 20250911 ... 3063 3054 AO
96 96 AD2511 20250911 ... 20410 20350 AD
97 97 AD2512 20250911 ... 20430 20355 AD
98 98 AD2601 20250911 ... 20410 20355 AD
99 99 AD2602 20250911 ... 20395 20360 AD
100 100 AD2603 20250911 ... 20405 20360 AD
101 101 AD2604 20250911 ... 20240 20240 AD
102 102 AD2605 20250911 ... 20325 20265 AD
103 103 AD2606 20250911 ... 20155 20155 AD
104 104 AD2607 20250911 ... 20150 20150 AD
105 105 AD2608 20250911 ... 20170 20170 AD
106 106 AU2509 20250911 ... 832.5 853.28 AU
107 107 AU2510 20250911 ... 833.38 833.38 AU
108 108 AU2511 20250911 ... 834.64 835.86 AU
109 109 AU2512 20250911 ... 835.48 835.82 AU
110 110 AU2602 20250911 ... 838.02 838.18 AU
111 111 AU2604 20250911 ... 839.8 840.72 AU
112 112 AU2606 20250911 ... 842.34 843.26 AU
113 113 AU2608 20250911 ... 844.48 845.5 AU
114 114 AG2509 20250911 ... 9785 9779 AG
115 115 AG2510 20250911 ... 9804 9771 AG
116 116 AG2511 20250911 ... 9815 9788 AG
117 117 AG2512 20250911 ... 9824 9794 AG
118 118 AG2601 20250911 ... 9837 9804 AG
119 119 AG2602 20250911 ... 9848 9816 AG
120 120 AG2603 20250911 ... 9860 9830 AG
121 121 AG2604 20250911 ... 9875 9840 AG
122 122 AG2605 20250911 ... 9893 9857 AG
123 123 AG2606 20250911 ... 9906 9866 AG
124 124 AG2607 20250911 ... 9922 9914 AG
125 125 AG2608 20250911 ... 9938 9905 AG
126 126 RB2509 20250911 ... 2941 2950 RB
127 127 RB2510 20250911 ... 3013 3025 RB
128 128 RB2511 20250911 ... 3034 3045 RB
129 129 RB2512 20250911 ... 3081 3089 RB
130 130 RB2601 20250911 ... 3101 3108 RB
131 131 RB2602 20250911 ... 3098 3107 RB
132 132 RB2603 20250911 ... 3112 3116 RB
133 133 RB2604 20250911 ... 3136 3140 RB
134 134 RB2605 20250911 ... 3150 3154 RB
135 135 RB2606 20250911 ... 3166 3165 RB
136 136 RB2607 20250911 ... 3179 3183 RB
137 137 RB2608 20250911 ... 3192 3190 RB
138 138 WR2509 20250911 ... 3342 3342 WR
139 139 WR2510 20250911 ... 3282 3280 WR
140 140 WR2511 20250911 ... 3302 3302 WR
141 141 WR2512 20250911 ... 3324 3324 WR
142 142 WR2601 20250911 ... 3377 3390 WR
143 143 WR2602 20250911 ... 3358 3337 WR
144 144 WR2603 20250911 ... 3338 3338 WR
145 145 WR2604 20250911 ... 3389 3399 WR
146 146 WR2605 20250911 ... 3414 3414 WR
147 147 WR2606 20250911 ... 3372 3375 WR
148 148 WR2607 20250911 ... 3390 3390 WR
149 149 WR2608 20250911 ... 3410 3414 WR
150 150 HC2509 20250911 ... 3396 3396 HC
151 151 HC2510 20250911 ... 3379 3370 HC
152 152 HC2511 20250911 ... 3365 3357 HC
153 153 HC2512 20250911 ... 3354 3350 HC
154 154 HC2601 20250911 ... 3342 3335 HC
155 155 HC2602 20250911 ... 3339 3339 HC
156 156 HC2603 20250911 ... 3344 3342 HC
157 157 HC2604 20250911 ... 3346 3346 HC
158 158 HC2605 20250911 ... 3347 3346 HC
159 159 HC2606 20250911 ... 3354 3359 HC
160 160 HC2607 20250911 ... 3357 3340 HC
161 161 HC2608 20250911 ... 3358 3358 HC
162 162 SS2509 20250911 ... 12800 12800 SS
163 163 SS2510 20250911 ... 12810 12825 SS
164 164 SS2511 20250911 ... 12895 12915 SS
165 165 SS2512 20250911 ... 12930 12955 SS
166 166 SS2601 20250911 ... 12990 13005 SS
167 167 SS2602 20250911 ... 13030 13060 SS
168 168 SS2603 20250911 ... 13110 13120 SS
169 169 SS2604 20250911 ... 13175 13190 SS
170 170 SS2605 20250911 ... 13245 13265 SS
171 171 SS2606 20250911 ... 13305 13320 SS
172 172 SS2607 20250911 ... 13370 13370 SS
173 173 SS2608 20250911 ... 13400 13400 SS
174 174 SC2510 20250911 ... 488.7 486.1 SC
175 175 SC2511 20250911 ... 489.4 485.7 SC
176 176 SC2512 20250911 ... 488.1 484.6 SC
177 177 SC2601 20250911 ... 487.1 484.5 SC
178 178 SC2602 20250911 ... 486 483.7 SC
179 179 SC2603 20250911 ... 484.7 482.6 SC
180 180 SC2604 20250911 ... 484.5 481.6 SC
181 181 SC2605 20250911 ... 483.3 481.5 SC
182 182 SC2606 20250911 ... 484.5 477.9 SC
183 183 SC2607 20250911 ... 483.7 480.9 SC
184 184 SC2608 20250911 ... 482 475.5 SC
185 185 SC2609 20250911 ... 480.8 474.4 SC
186 186 SC2612 20250911 ... 477.9 467.3 SC
187 187 SC2703 20250911 ... 472.1 462.1 SC
188 188 SC2706 20250911 ... 471.5 460.7 SC
189 189 SC2709 20250911 ... 471.3 461.3 SC
190 190 SC2712 20250911 ... 469 461 SC
191 191 SC2803 20250911 ... 468.2 459.5 SC
192 192 SC2806 20250911 ... 466.7 461.5 SC
193 193 SC2809 20250911 ... 462 458.1 SC
194 194 LU2510 20250911 ... 3343 3368 LU
195 195 LU2511 20250911 ... 3370 3392 LU
196 196 LU2512 20250911 ... 3362 3382 LU
197 197 LU2601 20250911 ... 3358 3378 LU
198 198 LU2602 20250911 ... 3338 3358 LU
199 199 LU2603 20250911 ... 3334 3354 LU
200 200 LU2604 20250911 ... 3339 3349 LU
201 201 LU2605 20250911 ... 3323 3341 LU
202 202 LU2606 20250911 ... 3316 3339 LU
203 203 LU2607 20250911 ... 3321 3335 LU
204 204 LU2608 20250911 ... 3316 3324 LU
205 205 LU2609 20250911 ... 3314 3329 LU
206 206 FU2510 20250911 ... 2833 2828 FU
207 207 FU2511 20250911 ... 2824 2822 FU
208 208 FU2512 20250911 ... 2803 2802 FU
209 209 FU2601 20250911 ... 2793 2789 FU
210 210 FU2602 20250911 ... 2777 2771 FU
211 211 FU2603 20250911 ... 2766 2759 FU
212 212 FU2604 20250911 ... 2759 2757 FU
213 213 FU2605 20250911 ... 2749 2742 FU
214 214 FU2606 20250911 ... 2741 2735 FU
215 215 FU2607 20250911 ... 2727 2724 FU
216 216 FU2608 20250911 ... 2722 2717 FU
217 217 FU2609 20250911 ... 2700 2696 FU
218 218 BU2509 20250911 ... 3423 3404 BU
219 219 BU2510 20250911 ... 3470 3456 BU
220 220 BU2511 20250911 ... 3459 3437 BU
221 221 BU2512 20250911 ... 3411 3392 BU
222 222 BU2601 20250911 ... 3385 3365 BU
223 223 BU2602 20250911 ... 3382 3364 BU
224 224 BU2603 20250911 ... 3388 3369 BU
225 225 BU2604 20250911 ... 3382 3348 BU
226 226 BU2605 20250911 ... 3388 3357 BU
227 227 BU2606 20250911 ... 3379 3353 BU
228 228 BU2607 20250911 ... 3381 3358 BU
229 229 BU2608 20250911 ... 3359 3340 BU
230 230 BU2609 20250911 ... 3372 3346 BU
231 231 BU2612 20250911 ... 3325 3307 BU
232 232 BU2703 20250911 ... 3327 3293 BU
233 233 BU2706 20250911 ... 3331 3321 BU
234 234 BR2509 20250911 ... 11850 11850 BR
235 235 BR2510 20250911 ... 11665 11720 BR
236 236 BR2511 20250911 ... 11630 11705 BR
237 237 BR2512 20250911 ... 11615 11690 BR
238 238 BR2601 20250911 ... 11630 11700 BR
239 239 BR2602 20250911 ... 11735 11735 BR
240 240 BR2603 20250911 ... 11665 11705 BR
241 241 BR2604 20250911 ... 11680 11710 BR
242 242 BR2605 20250911 ... 11700 11745 BR
243 243 BR2606 20250911 ... 11715 11815 BR
244 244 BR2607 20250911 ... 11780 12000 BR
245 245 BR2608 20250911 ... 11915 11915 BR
246 246 RU2509 20250911 ... 14825 14975 RU
247 247 RU2510 20250911 ... 14955 15050 RU
248 248 RU2511 20250911 ... 14940 15005 RU
249 249 RU2601 20250911 ... 15880 15955 RU
250 250 RU2603 20250911 ... 15880 15970 RU
251 251 RU2604 20250911 ... 15895 15960 RU
252 252 RU2605 20250911 ... 15910 15995 RU
253 253 RU2606 20250911 ... 15925 16030 RU
254 254 RU2607 20250911 ... 15980 16045 RU
255 255 RU2608 20250911 ... 15970 16065 RU
256 256 NR2509 20250911 ... 12645 12645 NR
257 257 NR2510 20250911 ... 12550 12660 NR
258 258 NR2511 20250911 ... 12600 12715 NR
259 259 NR2512 20250911 ... 12640 12760 NR
260 260 NR2601 20250911 ... 12685 12800 NR
261 261 NR2602 20250911 ... 12685 12825 NR
262 262 NR2603 20250911 ... 12685 12795 NR
263 263 NR2604 20250911 ... 12730 12815 NR
264 264 NR2605 20250911 ... 12745 12840 NR
265 265 NR2606 20250911 ... 12700 13000 NR
266 266 NR2607 20250911 ... 12715 13045 NR
267 267 NR2608 20250911 ... 12760 12865 NR
268 268 SP2509 20250911 ... 4948 4872 SP
269 269 SP2510 20250911 ... 4974 4890 SP
270 270 SP2511 20250911 ... 4994 4928 SP
271 271 SP2512 20250911 ... 5014 4942 SP
272 272 SP2601 20250911 ... 5280 5226 SP
273 273 SP2602 20250911 ... 5276 5226 SP
274 274 SP2603 20250911 ... 5280 5214 SP
275 275 SP2604 20250911 ... 5278 5228 SP
276 276 SP2605 20250911 ... 5294 5234 SP
277 277 SP2606 20250911 ... 5290 5244 SP
278 278 SP2607 20250911 ... 5286 5254 SP
279 279 SP2608 20250911 ... 5292 5258 SP
280 280 OP2601 20250911 ... 4254 4238 OP
281 281 OP2602 20250911 ... 4246 4216 OP
282 282 OP2603 20250911 ... 4274 4196 OP
283 283 OP2604 20250911 ... 4282 4224 OP
284 284 OP2605 20250911 ... 4278 4236 OP
285 285 OP2606 20250911 ... 4250 4262 OP
286 286 OP2607 20250911 ... 4270 4246 OP
287 287 OP2608 20250911 ... 4278 4260 OP
288 288 EC2510 20250911 ... 1222 1270.9 EC
289 289 EC2512 20250911 ... 1633.3 1677.3 EC
290 290 EC2602 20250911 ... 1509.2 1525.2 EC
291 291 EC2604 20250911 ... 1245.9 1252.1 EC
292 292 EC2606 20250911 ... 1429.4 1438.6 EC
293 293 EC2608 20250911 ... 1605.4 1609.3 EC
294 294 SC_TAS2510 20250911 ... SC_TAS
295 295 SC_TAS2511 20250911 ... SC_TAS
296 296 SC_TAS2512 20250911 ... SC_TAS
297 297 SC_TAS2601 20250911 ... SC_TAS
[298 rows x 13 columns]
2025-09-17 16:28:40,461 - future_1d - INFO - ak.get_shfe_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250911 485.1 492.8 ... 4305277.99 488.7 486.1 SC
1 SC2511 20250911 488 492.5 ... 1431053.05 489.4 485.7 SC
2 SC2512 20250911 489.2 490.7 ... 346750.96 488.1 484.6 SC
3 SC2601 20250911 486.5 489.5 ... 110577.75 487.1 484.5 SC
4 SC2602 20250911 484.9 488.7 ... 60993.45 486 483.7 SC
5 SC2603 20250911 484 488.5 ... 64903.23 484.7 482.6 SC
6 SC2604 20250911 483.7 487.7 ... 100249.02 484.5 481.6 SC
7 SC2605 20250911 482.6 486.5 ... 21027.84 483.3 481.5 SC
8 SC2606 20250911 482.4 486.9 ... 148356.36 484.5 477.9 SC
9 SC2607 20250911 483.5 484.8 ... 2564.05 483.7 480.9 SC
10 SC2608 20250911 482 484 ... 915.83 482 475.5 SC
11 SC2609 20250911 481.5 481.5 ... 240.43 480.8 474.4 SC
12 SC2612 20250911 477.6 481.6 ... 573.5 477.9 467.3 SC
13 SC2703 20250911 ... 0 472.1 462.1 SC
14 SC2706 20250911 ... 0 471.5 460.7 SC
15 SC2709 20250911 ... 0 471.3 461.3 SC
16 SC2712 20250911 467 471 ... 281.43 469 461 SC
17 SC2803 20250911 ... 0 468.2 459.5 SC
18 SC2806 20250911 464.5 475.7 ... 373.39 466.7 461.5 SC
19 SC2809 20250911 ... 0 462 458.1 SC
21 LU2510 20250911 3356 3364 ... 2186.96 3343 3368 LU
22 LU2511 20250911 3379 3390 ... 278388.67 3370 3392 LU
23 LU2512 20250911 3367 3380 ... 149916.502 3362 3382 LU
24 LU2601 20250911 3361 3376 ... 31253.26 3358 3378 LU
25 LU2602 20250911 3344 3354 ... 2307.209 3338 3358 LU
26 LU2603 20250911 3333 3346 ... 26.673 3334 3354 LU
27 LU2604 20250911 3339 3339 ... 6.678 3339 3349 LU
28 LU2605 20250911 3326 3334 ... 56.491 3323 3341 LU
29 LU2606 20250911 3319 3330 ... 26.532 3316 3339 LU
30 LU2607 20250911 3317 3330 ... 13.287 3321 3335 LU
31 LU2608 20250911 3312 3331 ... 29.844 3316 3324 LU
32 LU2609 20250911 3321 3321 ... 23.198 3314 3329 LU
34 NR2509 20250911 ... 0 12645 12645 NR
35 NR2510 20250911 12695 12710 ... 205487.68 12550 12660 NR
36 NR2511 20250911 12770 12770 ... 1145171.83 12600 12715 NR
37 NR2512 20250911 12785 12800 ... 91302.955 12640 12760 NR
38 NR2601 20250911 12820 12845 ... 168980.725 12685 12800 NR
39 NR2602 20250911 12825 12840 ... 1408.43 12685 12825 NR
40 NR2603 20250911 12820 12820 ... 469.415 12685 12795 NR
41 NR2604 20250911 12800 12800 ... 89.135 12730 12815 NR
42 NR2605 20250911 12830 12830 ... 229.49 12745 12840 NR
43 NR2606 20250911 12720 12720 ... 38.11 12700 13000 NR
44 NR2607 20250911 12735 12735 ... 89.035 12715 13045 NR
45 NR2608 20250911 12770 12770 ... 63.81 12760 12865 NR
47 BC2509 20250911 70500 70500 ... 3348.75 70500 70500 BC
48 BC2510 20250911 70980 71360 ... 126352.395 71180 70820 BC
49 BC2511 20250911 71030 71320 ... 18463.84 71150 70800 BC
50 BC2512 20250911 ... 0 70790 70790 BC
51 BC2601 20250911 ... 0 71300 70880 BC
52 BC2602 20250911 ... 0 70900 70900 BC
53 BC2603 20250911 71560 71560 ... 35.78 71560 70050 BC
54 BC2604 20250911 ... 0 71200 71200 BC
55 BC2605 20250911 ... 0 71170 71170 BC
56 BC2606 20250911 ... 0 70710 70700 BC
57 BC2607 20250911 ... 0 70900 70900 BC
58 BC2608 20250911 ... 0 70800 70800 BC
60 EC2510 20250911 1250 1255 ... 200216.301 1222 1270.9 EC
61 EC2512 20250911 1654 1664.9 ... 82035.3755 1633.3 1677.3 EC
62 EC2602 20250911 1524.9 1524.9 ... 9568.4285 1509.2 1525.2 EC
63 EC2604 20250911 1245.2 1254.4 ... 5724.952 1245.9 1252.1 EC
64 EC2606 20250911 1420.4 1438.2 ... 478.8535 1429.4 1438.6 EC
65 EC2608 20250911 1593.1 1626.6 ... 337.147 1605.4 1609.3 EC
68 SC_TAS2510 20250911 ... SC_TAS
69 SC_TAS2511 20250911 ... SC_TAS
70 SC_TAS2512 20250911 ... SC_TAS
71 SC_TAS2601 20250911 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 16:28:42,217 - future_1d - INFO - ak.get_ine_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 IC2509 20250911 6863.000 ... 7097.800 6887.800 IC
1 IC2510 20250911 6799.000 ... 7044.000 6825.800 IC
2 IC2512 20250911 6680.000 ... 6934.800 6710.000 IC
3 IC2603 20250911 6517.400 ... 6789.600 6556.600 IC
4 IF2509 20250911 4424.000 ... 4542.800 4444.600 IF
5 IF2510 20250911 4415.800 ... 4534.400 4437.200 IF
6 IF2512 20250911 4396.000 ... 4511.800 4415.200 IF
7 IF2603 20250911 4367.000 ... 4491.200 4394.000 IF
8 IH2509 20250911 2927.000 ... 2981.400 2944.200 IH
9 IH2510 20250911 2926.400 ... 2979.800 2943.400 IH
10 IH2512 20250911 2927.000 ... 2980.000 2943.200 IH
11 IH2603 20250911 2928.800 ... 2982.400 2945.800 IH
12 IM2509 20250911 7144.000 ... 7365.600 7176.600 IM
13 IM2510 20250911 7086.400 ... 7297.800 7112.400 IM
14 IM2512 20250911 6940.000 ... 7153.600 6965.000 IM
15 IM2603 20250911 6740.000 ... 6965.600 6777.400 IM
16 T2509 20250911 107.750 ... 107.835 107.725 T
17 T2512 20250911 107.555 ... 107.645 107.505 T
18 T2603 20250911 107.205 ... 107.335 107.235 T
19 TF2509 20250911 105.630 ... 105.660 105.620 TF
20 TF2512 20250911 105.450 ... 105.590 105.445 TF
21 TF2603 20250911 105.380 ... 105.485 105.355 TF
22 TL2509 20250911 115.020 ... 115.180 115.240 TL
23 TL2512 20250911 114.850 ... 114.830 114.870 TL
24 TL2603 20250911 114.570 ... 114.500 114.530 TL
25 TS2509 20250911 102.330 ... 102.352 102.310 TS
26 TS2512 20250911 102.354 ... 102.406 102.348 TS
27 TS2603 20250911 102.296 ... 102.330 102.288 TS
[28 rows x 12 columns]
2025-09-17 16:28:42,533 - future_1d - INFO - ak.get_cffex_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 a2509 20250911 0.00 ... 4040.00 4040.00 A
1 a2511 20250911 3905.00 ... 3926.00 3935.00 A
2 a2601 20250911 3919.00 ... 3930.00 3936.00 A
3 a2603 20250911 3922.00 ... 3934.00 3938.00 A
4 a2605 20250911 3964.00 ... 3977.00 3983.00 A
5 a2607 20250911 3967.00 ... 3981.00 3985.00 A
6 b2509 20250911 0.00 ... 3681.00 3681.00 B
7 b2510 20250911 3670.00 ... 3702.00 3684.00 B
8 b2511 20250911 3700.00 ... 3726.00 3722.00 B
9 b2512 20250911 3746.00 ... 3761.00 3761.00 B
10 b2601 20250911 3746.00 ... 3761.00 3762.00 B
11 b2602 20250911 3731.00 ... 3744.00 3746.00 B
12 b2603 20250911 3684.00 ... 3705.00 3692.00 B
13 b2604 20250911 3570.00 ... 3584.00 3584.00 B
14 b2605 20250911 3500.00 ... 3500.00 3505.00 B
15 b2606 20250911 3467.00 ... 3467.00 3478.00 B
16 b2607 20250911 3471.00 ... 3467.00 3482.00 B
17 b2608 20250911 3568.00 ... 3566.00 3578.00 B
18 bb2509 20250911 144.15 ... 144.15 136.00 BB
19 bb2511 20250911 141.50 ... 142.05 142.05 BB
20 bb2601 20250911 147.05 ... 146.80 147.60 BB
21 bb2603 20250911 146.85 ... 146.90 147.15 BB
22 bb2605 20250911 0.00 ... 141.90 142.10 BB
23 bb2607 20250911 0.00 ... 146.70 146.90 BB
24 bz2603 20250911 6028.00 ... 6034.00 6012.00 BZ
25 bz2604 20250911 6013.00 ... 6011.00 5992.00 BZ
26 bz2605 20250911 0.00 ... 6011.00 6011.00 BZ
27 bz2606 20250911 6005.00 ... 6005.00 6002.00 BZ
28 bz2607 20250911 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250911 5969.00 ... 5969.00 6005.00 BZ
30 c2509 20250911 2345.00 ... 2345.00 2285.00 C
31 c2511 20250911 2199.00 ... 2199.00 2199.00 C
32 c2601 20250911 2170.00 ... 2169.00 2174.00 C
33 c2603 20250911 2186.00 ... 2183.00 2188.00 C
34 c2605 20250911 2240.00 ... 2237.00 2241.00 C
35 c2607 20250911 2255.00 ... 2252.00 2254.00 C
36 cs2509 20250911 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250911 2489.00 ... 2481.00 2491.00 CS
38 cs2601 20250911 2502.00 ... 2498.00 2504.00 CS
39 cs2603 20250911 2507.00 ... 2505.00 2510.00 CS
40 cs2605 20250911 2583.00 ... 2583.00 2589.00 CS
41 cs2607 20250911 2587.00 ... 2588.00 2589.00 CS
42 eb2509 20250911 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250911 7070.00 ... 7083.00 7059.00 EB
44 eb2511 20250911 7088.00 ... 7093.00 7070.00 EB
45 eb2512 20250911 7085.00 ... 7098.00 7079.00 EB
46 eb2601 20250911 7101.00 ... 7119.00 7101.00 EB
47 eb2602 20250911 7130.00 ... 7138.00 7129.00 EB
48 eb2603 20250911 7170.00 ... 7172.00 7157.00 EB
49 eb2604 20250911 7205.00 ... 7195.00 7189.00 EB
50 eb2605 20250911 7215.00 ... 7211.00 7200.00 EB
51 eb2606 20250911 7214.00 ... 7214.00 7204.00 EB
52 eb2607 20250911 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250911 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250911 4408.00 ... 4408.00 4343.00 EG
55 eg2510 20250911 4350.00 ... 4326.00 4347.00 EG
56 eg2511 20250911 4329.00 ... 4301.00 4332.00 EG
57 eg2512 20250911 4316.00 ... 4306.00 4322.00 EG
58 eg2601 20250911 4320.00 ... 4306.00 4320.00 EG
59 eg2602 20250911 4314.00 ... 4308.00 4323.00 EG
60 eg2603 20250911 4316.00 ... 4311.00 4323.00 EG
61 eg2604 20250911 4341.00 ... 4337.00 4350.00 EG
62 eg2605 20250911 4356.00 ... 4348.00 4354.00 EG
63 eg2606 20250911 0.00 ... 4357.00 4357.00 EG
64 eg2607 20250911 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250911 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250911 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250911 1271.50 ... 1272.50 1272.50 FB
68 fb2511 20250911 1270.00 ... 1263.00 1261.50 FB
69 fb2512 20250911 1260.00 ... 1259.00 1256.50 FB
70 fb2601 20250911 1245.00 ... 1250.50 1250.00 FB
71 fb2602 20250911 1237.00 ... 1243.00 1239.00 FB
72 fb2603 20250911 1250.50 ... 1246.50 1252.00 FB
73 fb2604 20250911 0.00 ... 1250.00 1250.00 FB
74 fb2605 20250911 0.00 ... 1318.50 1318.50 FB
75 fb2606 20250911 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250911 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250911 0.00 ... 1296.00 1296.00 FB
78 i2509 20250911 858.00 ... 845.50 847.50 I
79 i2510 20250911 823.50 ... 819.50 823.50 I
80 i2511 20250911 821.00 ... 814.00 816.50 I
81 i2512 20250911 814.50 ... 809.50 811.50 I
82 i2601 20250911 804.50 ... 800.00 802.00 I
83 i2602 20250911 801.00 ... 794.00 796.00 I
84 i2603 20250911 795.50 ... 789.00 790.50 I
85 i2604 20250911 791.00 ... 784.00 786.00 I
86 i2605 20250911 780.00 ... 777.00 777.50 I
87 i2606 20250911 777.50 ... 771.50 771.00 I
88 i2607 20250911 772.50 ... 766.50 767.50 I
89 i2608 20250911 768.00 ... 762.50 762.00 I
90 j2509 20250911 0.00 ... 1512.50 1512.50 J
91 j2510 20250911 1507.00 ... 1514.50 1499.50 J
92 j2511 20250911 1539.00 ... 1550.50 1533.50 J
93 j2512 20250911 1583.00 ... 1582.00 1572.50 J
94 j2601 20250911 1605.00 ... 1618.50 1601.00 J
95 j2602 20250911 1632.50 ... 1638.50 1618.00 J
96 j2603 20250911 1651.50 ... 1658.00 1660.00 J
97 j2604 20250911 1729.00 ... 1728.00 1720.50 J
98 j2605 20250911 1724.00 ... 1748.50 1726.00 J
99 j2606 20250911 1750.50 ... 1750.50 1761.00 J
100 j2607 20250911 1754.50 ... 1763.50 1727.00 J
101 j2608 20250911 0.00 ... 1763.00 1763.00 J
102 jd2509 20250911 3000.00 ... 3083.00 3037.00 JD
103 jd2510 20250911 3029.00 ... 3036.00 3032.00 JD
104 jd2511 20250911 3021.00 ... 3039.00 3040.00 JD
105 jd2512 20250911 3177.00 ... 3170.00 3198.00 JD
106 jd2601 20250911 3352.00 ... 3350.00 3373.00 JD
107 jd2602 20250911 3107.00 ... 3110.00 3116.00 JD
108 jd2603 20250911 3131.00 ... 3124.00 3131.00 JD
109 jd2604 20250911 3315.00 ... 3318.00 3327.00 JD
110 jd2605 20250911 3458.00 ... 3460.00 3467.00 JD
111 jd2606 20250911 3269.00 ... 3269.00 3270.00 JD
112 jd2607 20250911 3495.00 ... 3491.00 3494.00 JD
113 jd2608 20250911 3917.00 ... 3913.00 3916.00 JD
114 jm2509 20250911 953.50 ... 977.50 969.00 JM
115 jm2510 20250911 958.00 ... 966.00 952.50 JM
116 jm2511 20250911 1009.00 ... 1022.50 1007.00 JM
117 jm2512 20250911 1065.00 ... 1080.50 1064.00 JM
118 jm2601 20250911 1117.50 ... 1134.50 1115.50 JM
119 jm2602 20250911 1142.00 ... 1161.00 1140.50 JM
120 jm2603 20250911 1162.00 ... 1181.00 1158.00 JM
121 jm2604 20250911 1181.00 ... 1202.50 1174.50 JM
122 jm2605 20250911 1195.00 ... 1220.50 1189.00 JM
123 jm2606 20250911 1213.50 ... 1238.00 1203.50 JM
124 jm2607 20250911 1224.00 ... 1249.50 1213.00 JM
125 jm2608 20250911 1245.00 ... 1260.00 1226.00 JM
126 l2509 20250911 7142.00 ... 7135.00 7165.00 L
127 l2510 20250911 7191.00 ... 7194.00 7205.00 L
128 l2511 20250911 7208.00 ... 7206.00 7219.00 L
129 l2512 20250911 7218.00 ... 7213.00 7230.00 L
130 l2601 20250911 7222.00 ... 7216.00 7233.00 L
131 l2602 20250911 7215.00 ... 7210.00 7227.00 L
132 l2603 20250911 0.00 ... 7227.00 7227.00 L
133 l2604 20250911 7260.00 ... 7237.00 7259.00 L
134 l2605 20250911 7235.00 ... 7225.00 7243.00 L
135 l2606 20250911 0.00 ... 7228.00 7228.00 L
136 l2607 20250911 7236.00 ... 7236.00 7251.00 L
137 l2608 20250911 7248.00 ... 7254.00 7269.00 L
138 lg2509 20250911 773.00 ... 770.00 773.00 LG
139 lg2511 20250911 807.00 ... 804.50 805.00 LG
140 lg2601 20250911 820.00 ... 818.50 819.50 LG
141 lg2603 20250911 823.50 ... 824.50 825.50 LG
142 lg2605 20250911 830.50 ... 829.50 830.00 LG
143 lg2607 20250911 832.00 ... 832.50 831.50 LG
144 lh2509 20250911 13030.00 ... 13090.00 13190.00 LH
145 lh2511 20250911 13350.00 ... 13315.00 13315.00 LH
146 lh2601 20250911 13785.00 ... 13735.00 13730.00 LH
147 lh2603 20250911 13045.00 ... 13010.00 13010.00 LH
148 lh2605 20250911 13550.00 ... 13520.00 13520.00 LH
149 lh2607 20250911 14300.00 ... 14310.00 14240.00 LH
150 m2509 20250911 0.00 ... 3031.00 3031.00 M
151 m2511 20250911 3025.00 ... 3040.00 3031.00 M
152 m2512 20250911 3080.00 ... 3090.00 3080.00 M
153 m2601 20250911 3067.00 ... 3075.00 3064.00 M
154 m2603 20250911 2996.00 ... 2997.00 2991.00 M
155 m2605 20250911 2801.00 ... 2802.00 2799.00 M
156 m2607 20250911 2780.00 ... 2783.00 2778.00 M
157 m2608 20250911 2906.00 ... 2908.00 2907.00 M
158 p2509 20250911 0.00 ... 9446.00 9446.00 P
159 p2510 20250911 9262.00 ... 9222.00 9320.00 P
160 p2511 20250911 9236.00 ... 9236.00 9314.00 P
161 p2512 20250911 9262.00 ... 9264.00 9326.00 P
162 p2601 20250911 9280.00 ... 9274.00 9340.00 P
163 p2602 20250911 9246.00 ... 9222.00 9284.00 P
164 p2603 20250911 9220.00 ... 9212.00 9290.00 P
165 p2604 20250911 9164.00 ... 9156.00 9200.00 P
166 p2605 20250911 9064.00 ... 9062.00 9126.00 P
167 p2606 20250911 8970.00 ... 8968.00 9030.00 P
168 p2607 20250911 8900.00 ... 8868.00 8942.00 P
169 p2608 20250911 8812.00 ... 8800.00 8910.00 P
170 pg2509 20250911 3780.00 ... 3780.00 3706.00 PG
171 pg2510 20250911 4462.00 ... 4453.00 4437.00 PG
172 pg2511 20250911 4406.00 ... 4410.00 4389.00 PG
173 pg2512 20250911 4356.00 ... 4352.00 4328.00 PG
174 pg2601 20250911 4284.00 ... 4289.00 4270.00 PG
175 pg2602 20250911 4207.00 ... 4219.00 4194.00 PG
176 pg2603 20250911 4121.00 ... 4132.00 4105.00 PG
177 pg2604 20250911 4451.00 ... 4467.00 4437.00 PG
178 pg2605 20250911 4364.00 ... 4389.00 4358.00 PG
179 pg2606 20250911 4305.00 ... 4305.00 4288.00 PG
180 pg2607 20250911 4246.00 ... 4251.00 4255.00 PG
181 pg2608 20250911 4185.00 ... 4187.00 4163.00 PG
182 pp2509 20250911 6773.00 ... 6828.00 6832.00 PP
183 pp2510 20250911 6864.00 ... 6852.00 6867.00 PP
184 pp2511 20250911 6880.00 ... 6886.00 6898.00 PP
185 pp2512 20250911 6929.00 ... 6919.00 6930.00 PP
186 pp2601 20250911 6952.00 ... 6943.00 6951.00 PP
187 pp2602 20250911 6931.00 ... 6926.00 6933.00 PP
188 pp2603 20250911 6920.00 ... 6912.00 6920.00 PP
189 pp2604 20250911 6948.00 ... 6937.00 6963.00 PP
190 pp2605 20250911 6977.00 ... 6966.00 6973.00 PP
191 pp2606 20250911 6949.00 ... 6943.00 6946.00 PP
192 pp2607 20250911 6916.00 ... 6915.00 6915.00 PP
193 pp2608 20250911 6917.00 ... 6917.00 6922.00 PP
194 rr2509 20250911 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250911 3602.00 ... 3596.00 3605.00 RR
196 rr2511 20250911 3608.00 ... 3603.00 3611.00 RR
197 rr2512 20250911 3606.00 ... 3605.00 3608.00 RR
198 rr2601 20250911 3617.00 ... 3615.00 3617.00 RR
199 rr2602 20250911 3605.00 ... 3605.00 3604.00 RR
200 rr2603 20250911 3607.00 ... 3607.00 3612.00 RR
201 rr2604 20250911 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250911 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250911 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250911 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250911 0.00 ... 3614.00 3625.00 RR
206 v2509 20250911 4696.00 ... 4708.00 4696.00 V
207 v2510 20250911 4738.00 ... 4757.00 4743.00 V
208 v2511 20250911 4780.00 ... 4788.00 4776.00 V
209 v2512 20250911 4810.00 ... 4830.00 4815.00 V
210 v2601 20250911 4852.00 ... 4864.00 4849.00 V
211 v2602 20250911 4888.00 ... 4904.00 4885.00 V
212 v2603 20250911 4920.00 ... 4930.00 4916.00 V
213 v2604 20250911 5120.00 ... 5126.00 5119.00 V
214 v2605 20250911 5162.00 ... 5166.00 5149.00 V
215 v2606 20250911 5191.00 ... 5197.00 5169.00 V
216 v2607 20250911 5211.00 ... 5222.00 5208.00 V
217 v2608 20250911 5249.00 ... 5266.00 5247.00 V
218 y2509 20250911 8268.00 ... 8268.00 8414.00 Y
219 y2511 20250911 8300.00 ... 8326.00 8344.00 Y
220 y2512 20250911 8322.00 ... 8338.00 8374.00 Y
221 y2601 20250911 8272.00 ... 8292.00 8322.00 Y
222 y2603 20250911 8184.00 ... 8214.00 8236.00 Y
223 y2605 20250911 7990.00 ... 7986.00 8028.00 Y
224 y2607 20250911 7936.00 ... 7948.00 7982.00 Y
225 y2608 20250911 7936.00 ... 7948.00 7998.00 Y
[226 rows x 12 columns]
2025-09-17 16:28:43,032 - future_1d - INFO - ak.get_dce_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 PS2509 20250911 55575.0 ... 55575.0 55575.0 PS
1 PS2510 20250911 53495.0 ... 53135.0 52840.0 PS
2 PS2511 20250911 53200.0 ... 53035.0 52690.0 PS
3 PS2512 20250911 55920.0 ... 55530.0 55180.0 PS
4 PS2601 20250911 55500.0 ... 55465.0 55040.0 PS
5 PS2602 20250911 55690.0 ... 55735.0 55095.0 PS
6 PS2603 20250911 55880.0 ... 55715.0 55055.0 PS
7 PS2604 20250911 56005.0 ... 55800.0 55130.0 PS
8 PS2605 20250911 55650.0 ... 55650.0 55245.0 PS
9 PS2606 20250911 57800.0 ... 57725.0 57570.0 PS
10 PS2607 20250911 58050.0 ... 57855.0 57500.0 PS
11 PS2608 20250911 58000.0 ... 57850.0 57455.0 PS
13 SI2509 20250911 0.0 ... 8685.0 8470.0 SI
14 SI2510 20250911 8675.0 ... 8685.0 8520.0 SI
15 SI2511 20250911 8715.0 ... 8690.0 8530.0 SI
16 SI2512 20250911 9045.0 ... 9040.0 8885.0 SI
17 SI2601 20250911 9050.0 ... 9035.0 8875.0 SI
18 SI2602 20250911 9020.0 ... 9030.0 8935.0 SI
19 SI2603 20250911 9070.0 ... 9065.0 8920.0 SI
20 SI2604 20250911 9025.0 ... 9030.0 8950.0 SI
21 SI2605 20250911 9075.0 ... 9055.0 8915.0 SI
22 SI2606 20250911 9080.0 ... 9070.0 8940.0 SI
23 SI2607 20250911 9000.0 ... 9070.0 8940.0 SI
24 SI2608 20250911 9060.0 ... 9085.0 8905.0 SI
27 LC2509 20250911 70940.0 ... 70800.0 69760.0 LC
28 LC2510 20250911 71360.0 ... 70580.0 69720.0 LC
29 LC2511 20250911 70960.0 ... 70660.0 70120.0 LC
30 LC2512 20250911 71100.0 ... 70960.0 70200.0 LC
31 LC2601 20250911 71300.0 ... 70920.0 70240.0 LC
32 LC2602 20250911 71120.0 ... 70860.0 70240.0 LC
33 LC2603 20250911 70960.0 ... 70780.0 70220.0 LC
34 LC2604 20250911 72100.0 ... 71740.0 70660.0 LC
35 LC2605 20250911 71620.0 ... 71380.0 70700.0 LC
36 LC2606 20250911 71540.0 ... 71240.0 70460.0 LC
37 LC2607 20250911 71300.0 ... 71100.0 70500.0 LC
38 LC2608 20250911 71220.0 ... 71040.0 70700.0 LC
[36 rows x 12 columns]
2025-09-17 16:28:43,246 - future_1d - INFO - ak.get_gfex_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250911 8218.0 8351.0 ... 130736.90 8293.0 8163.0 AP
1 AP511 20250911 8070.0 8168.0 ... 6792.71 8116.0 8026.0 AP
2 AP512 20250911 8068.0 8188.0 ... 2732.08 8131.0 8050.0 AP
3 AP601 20250911 8159.0 8271.0 ... 676253.31 8214.0 8122.0 AP
4 AP603 20250911 8068.0 8162.0 ... 154.36 8124.0 8053.0 AP
5 AP604 20250911 8125.0 8171.0 ... 73.28 8142.0 8090.0 AP
6 AP605 20250911 8187.0 8255.0 ... 4121.90 8227.0 8158.0 AP
7 CF509 20250911 13360.0 13400.0 ... 3216.36 13345.0 13345.0 CF
8 CF511 20250911 13670.0 13735.0 ... 172899.42 13665.0 13645.0 CF
9 CF601 20250911 13865.0 13890.0 ... 1114391.69 13830.0 13835.0 CF
10 CF603 20250911 13810.0 13845.0 ... 1579.90 13800.0 13800.0 CF
11 CF605 20250911 13850.0 13850.0 ... 148047.50 13795.0 13795.0 CF
12 CF607 20250911 13850.0 13855.0 ... 815.05 13815.0 13815.0 CF
13 CJ509 20250911 0.0 0.0 ... 0.00 9965.0 9945.0 CJ
14 CJ512 20250911 10955.0 11225.0 ... 5656.23 11100.0 10945.0 CJ
15 CJ601 20250911 11045.0 11285.0 ... 923262.81 11185.0 10990.0 CJ
16 CJ603 20250911 11085.0 11325.0 ... 12116.31 11240.0 11045.0 CJ
17 CJ605 20250911 11150.0 11420.0 ... 149786.33 11315.0 11125.0 CJ
18 CJ607 20250911 11320.0 11540.0 ... 3393.31 11425.0 11265.0 CJ
19 CY509 20250911 0.0 0.0 ... 0.00 20180.0 20200.0 CY
20 CY510 20250911 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250911 19875.0 19960.0 ... 97202.48 19875.0 19895.0 CY
22 CY512 20250911 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250911 19960.0 19960.0 ... 1183.36 19890.0 19875.0 CY
24 CY602 20250911 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250911 0.0 0.0 ... 0.00 20240.0 20255.0 CY
26 CY604 20250911 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250911 20080.0 20080.0 ... 20.08 20080.0 20165.0 CY
28 CY606 20250911 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250911 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250911 0.0 0.0 ... 0.00 20160.0 20170.0 CY
31 FG509 20250911 991.0 991.0 ... 310.87 990.0 985.0 FG
32 FG510 20250911 1102.0 1120.0 ... 194308.98 1107.0 1100.0 FG
33 FG511 20250911 1086.0 1108.0 ... 167149.89 1095.0 1089.0 FG
34 FG512 20250911 1194.0 1208.0 ... 83621.38 1192.0 1188.0 FG
35 FG601 20250911 1182.0 1202.0 ... 3942012.78 1186.0 1179.0 FG
36 FG602 20250911 1235.0 1251.0 ... 28597.32 1235.0 1232.0 FG
37 FG603 20250911 1235.0 1252.0 ... 1254.01 1239.0 1232.0 FG
38 FG604 20250911 1285.0 1300.0 ... 501.76 1287.0 1279.0 FG
39 FG605 20250911 1277.0 1295.0 ... 69083.82 1281.0 1278.0 FG
40 FG606 20250911 1312.0 1328.0 ... 2284.84 1315.0 1307.0 FG
41 FG607 20250911 1301.0 1317.0 ... 1806.57 1305.0 1298.0 FG
42 FG608 20250911 1325.0 1343.0 ... 1266.66 1333.0 1319.0 FG
43 JR509 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250911 2242.0 2242.0 ... 247.09 2226.0 2260.0 MA
53 MA510 20250911 2306.0 2309.0 ... 90947.84 2299.0 2308.0 MA
54 MA511 20250911 2336.0 2340.0 ... 113094.85 2329.0 2333.0 MA
55 MA512 20250911 2383.0 2384.0 ... 69622.56 2372.0 2375.0 MA
56 MA601 20250911 2404.0 2409.0 ... 1180908.94 2395.0 2403.0 MA
57 MA602 20250911 2416.0 2423.0 ... 26148.38 2412.0 2411.0 MA
58 MA603 20250911 2424.0 2428.0 ... 290.00 2417.0 2417.0 MA
59 MA604 20250911 2413.0 2415.0 ... 16.86 2408.0 2404.0 MA
60 MA605 20250911 2407.0 2409.0 ... 71458.38 2396.0 2398.0 MA
61 MA606 20250911 2405.0 2406.0 ... 19.20 2400.0 2413.0 MA
62 MA607 20250911 2386.0 2386.0 ... 57.18 2383.0 2391.0 MA
63 MA608 20250911 2384.0 2384.0 ... 7.15 2384.0 2403.0 MA
64 OI509 20250911 0.0 0.0 ... 0.00 10023.0 9937.0 OI
65 OI511 20250911 9940.0 10090.0 ... 516403.28 10015.0 9985.0 OI
66 OI601 20250911 9782.0 9897.0 ... 2960863.58 9839.0 9823.0 OI
67 OI603 20250911 9643.0 9720.0 ... 1615.05 9671.0 9666.0 OI
68 OI605 20250911 9490.0 9554.0 ... 131834.25 9510.0 9541.0 OI
69 OI607 20250911 9458.0 9488.0 ... 387.68 9456.0 9479.0 OI
70 PF509 20250911 0.0 0.0 ... 0.00 6272.0 6268.0 PF
71 PF510 20250911 6382.0 6398.0 ... 51713.83 6374.0 6378.0 PF
72 PF511 20250911 6370.0 6390.0 ... 362115.37 6366.0 6362.0 PF
73 PF512 20250911 6366.0 6376.0 ... 165237.69 6350.0 6344.0 PF
74 PF601 20250911 6388.0 6410.0 ... 19883.95 6388.0 6390.0 PF
75 PF602 20250911 6404.0 6418.0 ... 42679.04 6396.0 6400.0 PF
76 PF603 20250911 6414.0 6420.0 ... 32.00 6400.0 6412.0 PF
77 PF604 20250911 6442.0 6442.0 ... 22.52 6436.0 6440.0 PF
78 PF605 20250911 6470.0 6470.0 ... 29.06 6460.0 6468.0 PF
79 PF606 20250911 6474.0 6474.0 ... 3.24 6474.0 6470.0 PF
80 PF607 20250911 0.0 0.0 ... 0.00 6502.0 6498.0 PF
81 PF608 20250911 0.0 0.0 ... 0.00 6516.0 6510.0 PF
82 PK510 20250911 7876.0 7894.0 ... 126503.71 7876.0 7876.0 PK
83 PK511 20250911 7794.0 7798.0 ... 362088.71 7776.0 7792.0 PK
84 PK512 20250911 7810.0 7822.0 ... 159865.14 7800.0 7804.0 PK
85 PK601 20250911 7842.0 7842.0 ... 24736.08 7826.0 7832.0 PK
86 PK603 20250911 7844.0 7850.0 ... 39.24 7848.0 7850.0 PK
87 PK604 20250911 7848.0 7868.0 ... 70.69 7856.0 7878.0 PK
88 PK605 20250911 7870.0 7870.0 ... 5782.58 7852.0 7870.0 PK
89 PL601 20250911 6400.0 6422.0 ... 41574.86 6406.0 6413.0 PL
90 PL602 20250911 6445.0 6451.0 ... 682.73 6441.0 6449.0 PL
91 PL603 20250911 6440.0 6440.0 ... 12.88 6440.0 6445.0 PL
92 PL604 20250911 0.0 0.0 ... 0.00 6455.0 6465.0 PL
93 PL605 20250911 6363.0 6384.0 ... 25.49 6374.0 6386.0 PL
94 PL606 20250911 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250911 0.0 0.0 ... 0.00 6450.0 6450.0 PL
96 PL608 20250911 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250911 5700.0 5700.0 ... 85.50 5700.0 5788.0 PR
104 PR510 20250911 5838.0 5862.0 ... 20785.20 5834.0 5844.0 PR
105 PR511 20250911 5840.0 5872.0 ... 299990.48 5838.0 5842.0 PR
106 PR512 20250911 5850.0 5882.0 ... 215435.62 5848.0 5854.0 PR
107 PR601 20250911 5866.0 5890.0 ... 133220.25 5856.0 5860.0 PR
108 PR602 20250911 5892.0 5892.0 ... 10366.06 5872.0 5898.0 PR
109 PR603 20250911 5894.0 5894.0 ... 26.51 5892.0 5898.0 PR
110 PR604 20250911 5912.0 5912.0 ... 8.87 5912.0 5902.0 PR
111 PR605 20250911 5920.0 5920.0 ... 8.88 5920.0 5916.0 PR
112 PR606 20250911 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250911 0.0 0.0 ... 0.00 5968.0 5970.0 PR
114 PR608 20250911 0.0 0.0 ... 0.00 5962.0 5962.0 PR
115 PX509 20250911 0.0 0.0 ... 0.00 6782.0 6768.0 PX
116 PX510 20250911 6778.0 6826.0 ... 5503.37 6786.0 6788.0 PX
117 PX511 20250911 6760.0 6808.0 ... 402333.89 6766.0 6752.0 PX
118 PX512 20250911 6738.0 6774.0 ... 105456.67 6732.0 6720.0 PX
119 PX601 20250911 6706.0 6750.0 ... 84796.19 6708.0 6702.0 PX
120 PX602 20250911 6698.0 6732.0 ... 9388.87 6698.0 6688.0 PX
121 PX603 20250911 0.0 0.0 ... 0.00 6690.0 6662.0 PX
122 PX604 20250911 0.0 0.0 ... 0.00 6700.0 6698.0 PX
123 PX605 20250911 6696.0 6716.0 ... 194.07 6692.0 6692.0 PX
124 PX606 20250911 0.0 0.0 ... 0.00 6708.0 6708.0 PX
125 PX607 20250911 0.0 0.0 ... 0.00 6722.0 6722.0 PX
126 PX608 20250911 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250911 2540.0 2550.0 ... 94.13 2544.0 2565.0 RM
134 RM511 20250911 2539.0 2559.0 ... 18579.51 2544.0 2541.0 RM
135 RM601 20250911 2538.0 2568.0 ... 871292.35 2554.0 2542.0 RM
136 RM603 20250911 2430.0 2450.0 ... 11757.57 2440.0 2432.0 RM
137 RM605 20250911 2410.0 2421.0 ... 126860.70 2411.0 2412.0 RM
138 RM607 20250911 2390.0 2403.0 ... 17730.90 2393.0 2394.0 RM
139 RM608 20250911 2487.0 2500.0 ... 239.09 2491.0 2489.0 RM
140 RS509 20250911 0.0 0.0 ... 0.00 4846.0 4852.0 RS
141 RS511 20250911 5160.0 5160.0 ... 66.66 5128.0 5176.0 RS
142 RS607 20250911 5577.0 5645.0 ... 210.97 5552.0 5559.0 RS
143 RS608 20250911 0.0 0.0 ... 0.00 5615.0 5615.0 RS
144 SA509 20250911 1153.0 1175.0 ... 2227.23 1159.0 1151.0 SA
145 SA510 20250911 1200.0 1218.0 ... 238449.29 1207.0 1199.0 SA
146 SA511 20250911 1216.0 1227.0 ... 263493.45 1217.0 1208.0 SA
147 SA512 20250911 1267.0 1286.0 ... 157105.50 1276.0 1264.0 SA
148 SA601 20250911 1281.0 1297.0 ... 2835127.00 1286.0 1271.0 SA
149 SA602 20250911 1310.0 1326.0 ... 23077.95 1312.0 1304.0 SA
150 SA603 20250911 1314.0 1331.0 ... 5226.39 1315.0 1308.0 SA
151 SA604 20250911 1352.0 1365.0 ... 3066.32 1348.0 1349.0 SA
152 SA605 20250911 1351.0 1370.0 ... 115852.04 1355.0 1351.0 SA
153 SA606 20250911 1364.0 1380.0 ... 1124.78 1365.0 1359.0 SA
154 SA607 20250911 1369.0 1380.0 ... 843.15 1369.0 1361.0 SA
155 SA608 20250911 1388.0 1399.0 ... 658.23 1389.0 1383.0 SA
156 SF509 20250911 5470.0 5470.0 ... 431.63 5464.0 5464.0 SF
157 SF510 20250911 5468.0 5506.0 ... 68550.10 5472.0 5472.0 SF
158 SF511 20250911 5640.0 5674.0 ... 354891.96 5640.0 5636.0 SF
159 SF512 20250911 5600.0 5624.0 ... 62789.08 5596.0 5596.0 SF
160 SF601 20250911 5610.0 5630.0 ... 97817.07 5600.0 5594.0 SF
161 SF602 20250911 5584.0 5600.0 ... 21233.35 5552.0 5548.0 SF
162 SF603 20250911 5736.0 5746.0 ... 1550.04 5720.0 5750.0 SF
163 SF604 20250911 5726.0 5734.0 ... 14.29 5718.0 5706.0 SF
164 SF605 20250911 5700.0 5746.0 ... 4279.46 5702.0 5704.0 SF
165 SF606 20250911 5690.0 5690.0 ... 19.85 5672.0 5670.0 SF
166 SF607 20250911 5836.0 5836.0 ... 5.83 5828.0 5816.0 SF
167 SF608 20250911 5758.0 5758.0 ... 8.63 5752.0 5734.0 SF
168 SH509 20250911 0.0 0.0 ... 0.00 2828.0 2811.0 SH
169 SH510 20250911 2565.0 2588.0 ... 212640.48 2565.0 2559.0 SH
170 SH511 20250911 2566.0 2601.0 ... 644483.99 2576.0 2562.0 SH
171 SH512 20250911 2587.0 2619.0 ... 305183.74 2597.0 2583.0 SH
172 SH601 20250911 2578.0 2605.0 ... 2327161.35 2587.0 2571.0 SH
173 SH602 20250911 2600.0 2623.0 ... 42346.45 2604.0 2591.0 SH
174 SH603 20250911 2620.0 2637.0 ... 3140.93 2624.0 2609.0 SH
175 SH604 20250911 2656.0 2677.0 ... 415.93 2666.0 2653.0 SH
176 SH605 20250911 2671.0 2687.0 ... 17480.75 2675.0 2664.0 SH
177 SH606 20250911 2690.0 2695.0 ... 258.12 2689.0 2673.0 SH
178 SH607 20250911 2683.0 2683.0 ... 64.20 2675.0 2666.0 SH
179 SH608 20250911 2692.0 2694.0 ... 72.56 2687.0 2678.0 SH
180 SM509 20250911 5770.0 5788.0 ... 1560.75 5770.0 5726.0 SM
181 SM510 20250911 5782.0 5808.0 ... 126885.05 5774.0 5772.0 SM
182 SM511 20250911 5832.0 5876.0 ... 162072.81 5848.0 5830.0 SM
183 SM512 20250911 5880.0 5882.0 ... 71142.16 5854.0 5852.0 SM
184 SM601 20250911 5862.0 5890.0 ... 435829.94 5860.0 5852.0 SM
185 SM602 20250911 5874.0 5892.0 ... 59756.59 5864.0 5840.0 SM
186 SM603 20250911 5898.0 5898.0 ... 91.12 5880.0 5878.0 SM
187 SM604 20250911 5890.0 5890.0 ... 11.77 5884.0 5898.0 SM
188 SM605 20250911 5910.0 5922.0 ... 3697.01 5896.0 5900.0 SM
189 SM606 20250911 5902.0 5908.0 ... 8.85 5900.0 5888.0 SM
190 SM607 20250911 5888.0 5916.0 ... 17.72 5906.0 5882.0 SM
191 SM608 20250911 5950.0 5950.0 ... 8.90 5930.0 5898.0 SM
192 SR509 20250911 5530.0 5530.0 ... 602.29 5526.0 5522.0 SR
193 SR511 20250911 5551.0 5573.0 ... 145543.24 5554.0 5539.0 SR
194 SR601 20250911 5545.0 5558.0 ... 861291.03 5542.0 5534.0 SR
195 SR603 20250911 5521.0 5541.0 ... 2222.32 5528.0 5520.0 SR
196 SR605 20250911 5520.0 5528.0 ... 30964.28 5516.0 5508.0 SR
197 SR607 20250911 5498.0 5524.0 ... 1482.67 5512.0 5503.0 SR
198 TA509 20250911 4598.0 4622.0 ... 2342.24 4602.0 4598.0 TA
199 TA510 20250911 4670.0 4682.0 ... 136416.66 4660.0 4662.0 TA
200 TA511 20250911 4666.0 4696.0 ... 191884.64 4672.0 4670.0 TA
201 TA512 20250911 4690.0 4706.0 ... 83468.17 4682.0 4678.0 TA
202 TA601 20250911 4690.0 4712.0 ... 1036039.18 4688.0 4686.0 TA
203 TA602 20250911 4698.0 4714.0 ... 15776.34 4694.0 4694.0 TA
204 TA603 20250911 4708.0 4708.0 ... 23.53 4708.0 4712.0 TA
205 TA604 20250911 0.0 0.0 ... 0.00 4722.0 4722.0 TA
206 TA605 20250911 4728.0 4742.0 ... 17213.69 4720.0 4716.0 TA
207 TA606 20250911 0.0 0.0 ... 0.00 4734.0 4734.0 TA
208 TA607 20250911 0.0 0.0 ... 0.00 4744.0 4744.0 TA
209 TA608 20250911 4768.0 4768.0 ... 2.38 4768.0 4744.0 TA
210 UR509 20250911 1601.0 1605.0 ... 833.35 1603.0 1616.0 UR
211 UR510 20250911 1635.0 1638.0 ... 53972.22 1620.0 1639.0 UR
212 UR511 20250911 1659.0 1665.0 ... 51115.35 1659.0 1671.0 UR
213 UR512 20250911 1664.0 1671.0 ... 16972.26 1666.0 1675.0 UR
214 UR601 20250911 1669.0 1676.0 ... 419032.87 1672.0 1679.0 UR
215 UR602 20250911 1673.0 1677.0 ... 308.00 1674.0 1679.0 UR
216 UR603 20250911 1720.0 1724.0 ... 34.41 1720.0 1728.0 UR
217 UR604 20250911 1721.0 1722.0 ... 13.77 1721.0 1728.0 UR
218 UR605 20250911 1721.0 1725.0 ... 13509.66 1721.0 1729.0 UR
219 UR606 20250911 1718.0 1721.0 ... 109.98 1718.0 1723.0 UR
220 UR607 20250911 1749.0 1750.0 ... 76.87 1747.0 1755.0 UR
221 UR608 20250911 1745.0 1745.0 ... 20.90 1742.0 1746.0 UR
222 WH509 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 16:28:43,544 - future_1d - INFO - ak.get_czce_daily('2025-09-11') done
2025-09-17 16:28:58,884 - future_1d - INFO - save future_daily 2025-09-11 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250912 ... 80710 80090 CU
1 1 CU2510 20250912 ... 80660 80080 CU
2 2 CU2511 20250912 ... 80650 80080 CU
3 3 CU2512 20250912 ... 80640 80050 CU
4 4 CU2601 20250912 ... 80610 80040 CU
5 5 CU2602 20250912 ... 80580 80040 CU
6 6 CU2603 20250912 ... 80660 80060 CU
7 7 CU2604 20250912 ... 80600 80150 CU
8 8 CU2605 20250912 ... 80640 80130 CU
9 9 CU2606 20250912 ... 80740 80150 CU
10 10 CU2607 20250912 ... 80620 80150 CU
11 11 CU2608 20250912 ... 80650 80140 CU
12 12 BC2509 20250912 ... 70500 70500 BC
13 13 BC2510 20250912 ... 71640 71180 BC
14 14 BC2511 20250912 ... 71660 71150 BC
15 15 BC2512 20250912 ... 71670 70790 BC
16 16 BC2601 20250912 ... 72000 71300 BC
17 17 BC2602 20250912 ... 71650 70900 BC
18 18 BC2603 20250912 ... 72000 71560 BC
19 19 BC2604 20250912 ... 71500 71200 BC
20 20 BC2605 20250912 ... 71350 71170 BC
21 21 BC2606 20250912 ... 71450 70710 BC
22 22 BC2607 20250912 ... 71560 70900 BC
23 23 BC2608 20250912 ... 71550 70800 BC
24 24 AL2509 20250912 ... 21040 20845 AL
25 25 AL2510 20250912 ... 21030 20850 AL
26 26 AL2511 20250912 ... 21020 20840 AL
27 27 AL2512 20250912 ... 20975 20815 AL
28 28 AL2601 20250912 ... 20935 20800 AL
29 29 AL2602 20250912 ... 20925 20795 AL
30 30 AL2603 20250912 ... 20925 20820 AL
31 31 AL2604 20250912 ... 20940 20855 AL
32 32 AL2605 20250912 ... 20980 20865 AL
33 33 AL2606 20250912 ... 20975 20865 AL
34 34 AL2607 20250912 ... 20970 20875 AL
35 35 AL2608 20250912 ... 20965 20870 AL
36 36 ZN2509 20250912 ... 22240 22190 ZN
37 37 ZN2510 20250912 ... 22280 22225 ZN
38 38 ZN2511 20250912 ... 22295 22235 ZN
39 39 ZN2512 20250912 ... 22310 22250 ZN
40 40 ZN2601 20250912 ... 22335 22255 ZN
41 41 ZN2602 20250912 ... 22340 22265 ZN
42 42 ZN2603 20250912 ... 22345 22265 ZN
43 43 ZN2604 20250912 ... 22375 22310 ZN
44 44 ZN2605 20250912 ... 22400 22305 ZN
45 45 ZN2606 20250912 ... 22410 22305 ZN
46 46 ZN2607 20250912 ... 22370 22335 ZN
47 47 ZN2608 20250912 ... 22390 22350 ZN
48 48 PB2509 20250912 ... 16860 16795 PB
49 49 PB2510 20250912 ... 16965 16860 PB
50 50 PB2511 20250912 ... 16985 16865 PB
51 51 PB2512 20250912 ... 16975 16885 PB
52 52 PB2601 20250912 ... 16965 16910 PB
53 53 PB2602 20250912 ... 17045 16895 PB
54 54 PB2603 20250912 ... 16945 16910 PB
55 55 PB2604 20250912 ... 17065 16910 PB
56 56 PB2605 20250912 ... 17175 16925 PB
57 57 PB2606 20250912 ... 16935 16935 PB
58 58 PB2607 20250912 ... 17005 16945 PB
59 59 PB2608 20250912 ... 17135 16965 PB
60 60 NI2509 20250912 ... 121270 120260 NI
61 61 NI2510 20250912 ... 121190 120450 NI
62 62 NI2511 20250912 ... 121470 120600 NI
63 63 NI2512 20250912 ... 121560 120780 NI
64 64 NI2601 20250912 ... 121840 121000 NI
65 65 NI2602 20250912 ... 122140 121260 NI
66 66 NI2603 20250912 ... 122210 121390 NI
67 67 NI2604 20250912 ... 122290 121710 NI
68 68 NI2605 20250912 ... 122460 121760 NI
69 69 NI2606 20250912 ... 122790 122050 NI
70 70 NI2607 20250912 ... 122790 122410 NI
71 71 NI2608 20250912 ... 123400 122670 NI
72 72 SN2509 20250912 ... 273970 270340 SN
73 73 SN2510 20250912 ... 272850 271410 SN
74 74 SN2511 20250912 ... 273260 271610 SN
75 75 SN2512 20250912 ... 273380 271690 SN
76 76 SN2601 20250912 ... 273380 271500 SN
77 77 SN2602 20250912 ... 273590 271650 SN
78 78 SN2603 20250912 ... 273110 271120 SN
79 79 SN2604 20250912 ... 273390 272180 SN
80 80 SN2605 20250912 ... 273940 272460 SN
81 81 SN2606 20250912 ... 274310 271900 SN
82 82 SN2607 20250912 ... 273480 273090 SN
83 83 SN2608 20250912 ... 274950 272370 SN
84 84 AO2509 20250912 ... 2875 2904 AO
85 85 AO2510 20250912 ... 2904 2918 AO
86 86 AO2511 20250912 ... 2908 2920 AO
87 87 AO2512 20250912 ... 2917 2931 AO
88 88 AO2601 20250912 ... 2922 2940 AO
89 89 AO2602 20250912 ... 2928 2947 AO
90 90 AO2603 20250912 ... 2995 3008 AO
91 91 AO2604 20250912 ... 3004 3015 AO
92 92 AO2605 20250912 ... 3010 3025 AO
93 93 AO2606 20250912 ... 3019 3034 AO
94 94 AO2607 20250912 ... 3035 3048 AO
95 95 AO2608 20250912 ... 3040 3063 AO
96 96 AD2511 20250912 ... 20570 20410 AD
97 97 AD2512 20250912 ... 20580 20430 AD
98 98 AD2601 20250912 ... 20570 20410 AD
99 99 AD2602 20250912 ... 20545 20395 AD
100 100 AD2603 20250912 ... 20475 20405 AD
101 101 AD2604 20250912 ... 20490 20240 AD
102 102 AD2605 20250912 ... 20455 20325 AD
103 103 AD2606 20250912 ... 20155 20155 AD
104 104 AD2607 20250912 ... 20425 20150 AD
105 105 AD2608 20250912 ... 20515 20170 AD
106 106 AU2509 20250912 ... 832.5 832.5 AU
107 107 AU2510 20250912 ... 830.74 833.38 AU
108 108 AU2511 20250912 ... 832.94 834.64 AU
109 109 AU2512 20250912 ... 833.42 835.48 AU
110 110 AU2602 20250912 ... 835.4 838.02 AU
111 111 AU2604 20250912 ... 837.78 839.8 AU
112 112 AU2606 20250912 ... 840.26 842.34 AU
113 113 AU2608 20250912 ... 842.2 844.48 AU
114 114 AG2509 20250912 ... 9865 9785 AG
115 115 AG2510 20250912 ... 9930 9804 AG
116 116 AG2511 20250912 ... 9944 9815 AG
117 117 AG2512 20250912 ... 9963 9824 AG
118 118 AG2601 20250912 ... 9965 9837 AG
119 119 AG2602 20250912 ... 9975 9848 AG
120 120 AG2603 20250912 ... 10002 9860 AG
121 121 AG2604 20250912 ... 10007 9875 AG
122 122 AG2605 20250912 ... 10035 9893 AG
123 123 AG2606 20250912 ... 10038 9906 AG
124 124 AG2607 20250912 ... 10051 9922 AG
125 125 AG2608 20250912 ... 10068 9938 AG
126 126 RB2509 20250912 ... 2941 2941 RB
127 127 RB2510 20250912 ... 3017 3013 RB
128 128 RB2511 20250912 ... 3035 3034 RB
129 129 RB2512 20250912 ... 3089 3081 RB
130 130 RB2601 20250912 ... 3107 3101 RB
131 131 RB2602 20250912 ... 3112 3098 RB
132 132 RB2603 20250912 ... 3122 3112 RB
133 133 RB2604 20250912 ... 3148 3136 RB
134 134 RB2605 20250912 ... 3163 3150 RB
135 135 RB2606 20250912 ... 3180 3166 RB
136 136 RB2607 20250912 ... 3200 3179 RB
137 137 RB2608 20250912 ... 3207 3192 RB
138 138 WR2509 20250912 ... 3342 3342 WR
139 139 WR2510 20250912 ... 3276 3282 WR
140 140 WR2511 20250912 ... 3302 3302 WR
141 141 WR2512 20250912 ... 3324 3324 WR
142 142 WR2601 20250912 ... 3366 3377 WR
143 143 WR2602 20250912 ... 3358 3358 WR
144 144 WR2603 20250912 ... 3338 3338 WR
145 145 WR2604 20250912 ... 3389 3389 WR
146 146 WR2605 20250912 ... 3414 3414 WR
147 147 WR2606 20250912 ... 3372 3372 WR
148 148 WR2607 20250912 ... 3390 3390 WR
149 149 WR2608 20250912 ... 3399 3410 WR
150 150 HC2509 20250912 ... 3396 3396 HC
151 151 HC2510 20250912 ... 3374 3379 HC
152 152 HC2511 20250912 ... 3361 3365 HC
153 153 HC2512 20250912 ... 3360 3354 HC
154 154 HC2601 20250912 ... 3341 3342 HC
155 155 HC2602 20250912 ... 3338 3339 HC
156 156 HC2603 20250912 ... 3343 3344 HC
157 157 HC2604 20250912 ... 3346 3346 HC
158 158 HC2605 20250912 ... 3345 3347 HC
159 159 HC2606 20250912 ... 3341 3354 HC
160 160 HC2607 20250912 ... 3356 3357 HC
161 161 HC2608 20250912 ... 3351 3358 HC
162 162 SS2509 20250912 ... 12800 12800 SS
163 163 SS2510 20250912 ... 12830 12810 SS
164 164 SS2511 20250912 ... 12915 12895 SS
165 165 SS2512 20250912 ... 12955 12930 SS
166 166 SS2601 20250912 ... 13010 12990 SS
167 167 SS2602 20250912 ... 13015 13030 SS
168 168 SS2603 20250912 ... 13130 13110 SS
169 169 SS2604 20250912 ... 13140 13175 SS
170 170 SS2605 20250912 ... 13290 13245 SS
171 171 SS2606 20250912 ... 13305 13305 SS
172 172 SS2607 20250912 ... 13370 13370 SS
173 173 SS2608 20250912 ... 13430 13400 SS
174 174 SC2510 20250912 ... 479.2 488.7 SC
175 175 SC2511 20250912 ... 480.5 489.4 SC
176 176 SC2512 20250912 ... 479.5 488.1 SC
177 177 SC2601 20250912 ... 479 487.1 SC
178 178 SC2602 20250912 ... 478.4 486 SC
179 179 SC2603 20250912 ... 477.8 484.7 SC
180 180 SC2604 20250912 ... 477.4 484.5 SC
181 181 SC2605 20250912 ... 477.3 483.3 SC
182 182 SC2606 20250912 ... 476.6 484.5 SC
183 183 SC2607 20250912 ... 475.9 483.7 SC
184 184 SC2608 20250912 ... 474.7 482 SC
185 185 SC2609 20250912 ... 473 480.8 SC
186 186 SC2612 20250912 ... 472.6 477.9 SC
187 187 SC2703 20250912 ... 469.2 472.1 SC
188 188 SC2706 20250912 ... 470 471.5 SC
189 189 SC2709 20250912 ... 470 471.3 SC
190 190 SC2712 20250912 ... 466.6 469 SC
191 191 SC2803 20250912 ... 468.2 468.2 SC
192 192 SC2806 20250912 ... 462.8 466.7 SC
193 193 SC2809 20250912 ... 462 462 SC
194 194 LU2510 20250912 ... 3261 3343 LU
195 195 LU2511 20250912 ... 3288 3370 LU
196 196 LU2512 20250912 ... 3276 3362 LU
197 197 LU2601 20250912 ... 3285 3358 LU
198 198 LU2602 20250912 ... 3283 3338 LU
199 199 LU2603 20250912 ... 3276 3334 LU
200 200 LU2604 20250912 ... 3257 3339 LU
201 201 LU2605 20250912 ... 3274 3323 LU
202 202 LU2606 20250912 ... 3271 3316 LU
203 203 LU2607 20250912 ... 3265 3321 LU
204 204 LU2608 20250912 ... 3261 3316 LU
205 205 LU2609 20250912 ... 3260 3314 LU
206 206 FU2510 20250912 ... 2776 2833 FU
207 207 FU2511 20250912 ... 2768 2824 FU
208 208 FU2512 20250912 ... 2745 2803 FU
209 209 FU2601 20250912 ... 2733 2793 FU
210 210 FU2602 20250912 ... 2718 2777 FU
211 211 FU2603 20250912 ... 2714 2766 FU
212 212 FU2604 20250912 ... 2712 2759 FU
213 213 FU2605 20250912 ... 2698 2749 FU
214 214 FU2606 20250912 ... 2694 2741 FU
215 215 FU2607 20250912 ... 2687 2727 FU
216 216 FU2608 20250912 ... 2681 2722 FU
217 217 FU2609 20250912 ... 2664 2700 FU
218 218 BU2509 20250912 ... 3423 3423 BU
219 219 BU2510 20250912 ... 3421 3470 BU
220 220 BU2511 20250912 ... 3403 3459 BU
221 221 BU2512 20250912 ... 3359 3411 BU
222 222 BU2601 20250912 ... 3338 3385 BU
223 223 BU2602 20250912 ... 3336 3382 BU
224 224 BU2603 20250912 ... 3340 3388 BU
225 225 BU2604 20250912 ... 3308 3382 BU
226 226 BU2605 20250912 ... 3334 3388 BU
227 227 BU2606 20250912 ... 3329 3379 BU
228 228 BU2607 20250912 ... 3339 3381 BU
229 229 BU2608 20250912 ... 3320 3359 BU
230 230 BU2609 20250912 ... 3322 3372 BU
231 231 BU2612 20250912 ... 3281 3325 BU
232 232 BU2703 20250912 ... 3289 3327 BU
233 233 BU2706 20250912 ... 3292 3331 BU
234 234 BR2509 20250912 ... 11675 11850 BR
235 235 BR2510 20250912 ... 11575 11665 BR
236 236 BR2511 20250912 ... 11545 11630 BR
237 237 BR2512 20250912 ... 11525 11615 BR
238 238 BR2601 20250912 ... 11540 11630 BR
239 239 BR2602 20250912 ... 11685 11735 BR
240 240 BR2603 20250912 ... 11570 11665 BR
241 241 BR2604 20250912 ... 11615 11680 BR
242 242 BR2605 20250912 ... 11640 11700 BR
243 243 BR2606 20250912 ... 11715 11715 BR
244 244 BR2607 20250912 ... 11715 11780 BR
245 245 BR2608 20250912 ... 11705 11915 BR
246 246 RU2509 20250912 ... 14835 14825 RU
247 247 RU2510 20250912 ... 14910 14955 RU
248 248 RU2511 20250912 ... 14880 14940 RU
249 249 RU2601 20250912 ... 15810 15880 RU
250 250 RU2603 20250912 ... 15790 15880 RU
251 251 RU2604 20250912 ... 15770 15895 RU
252 252 RU2605 20250912 ... 15835 15910 RU
253 253 RU2606 20250912 ... 15925 15925 RU
254 254 RU2607 20250912 ... 15865 15980 RU
255 255 RU2608 20250912 ... 15970 15970 RU
256 256 NR2509 20250912 ... 12645 12645 NR
257 257 NR2510 20250912 ... 12495 12550 NR
258 258 NR2511 20250912 ... 12545 12600 NR
259 259 NR2512 20250912 ... 12590 12640 NR
260 260 NR2601 20250912 ... 12615 12685 NR
261 261 NR2602 20250912 ... 12645 12685 NR
262 262 NR2603 20250912 ... 12630 12685 NR
263 263 NR2604 20250912 ... 12675 12730 NR
264 264 NR2605 20250912 ... 12695 12745 NR
265 265 NR2606 20250912 ... 12580 12700 NR
266 266 NR2607 20250912 ... 12640 12715 NR
267 267 NR2608 20250912 ... 12685 12760 NR
268 268 SP2509 20250912 ... 4926 4948 SP
269 269 SP2510 20250912 ... 4964 4974 SP
270 270 SP2511 20250912 ... 4988 4994 SP
271 271 SP2512 20250912 ... 5004 5014 SP
272 272 SP2601 20250912 ... 5276 5280 SP
273 273 SP2602 20250912 ... 5262 5276 SP
274 274 SP2603 20250912 ... 5272 5280 SP
275 275 SP2604 20250912 ... 5278 5278 SP
276 276 SP2605 20250912 ... 5290 5294 SP
277 277 SP2606 20250912 ... 5290 5290 SP
278 278 SP2607 20250912 ... 5294 5286 SP
279 279 SP2608 20250912 ... 5296 5292 SP
280 280 OP2601 20250912 ... 4220 4254 OP
281 281 OP2602 20250912 ... 4202 4246 OP
282 282 OP2603 20250912 ... 4228 4274 OP
283 283 OP2604 20250912 ... 4250 4282 OP
284 284 OP2605 20250912 ... 4248 4278 OP
285 285 OP2606 20250912 ... 4222 4250 OP
286 286 OP2607 20250912 ... 4256 4270 OP
287 287 OP2608 20250912 ... 4250 4278 OP
288 288 EC2510 20250912 ... 1181.6 1222 EC
289 289 EC2512 20250912 ... 1594.5 1633.3 EC
290 290 EC2602 20250912 ... 1490.3 1509.2 EC
291 291 EC2604 20250912 ... 1235.6 1245.9 EC
292 292 EC2606 20250912 ... 1412.9 1429.4 EC
293 293 EC2608 20250912 ... 1580.3 1605.4 EC
294 295 SC_TAS2510 20250912 ... SC_TAS
295 296 SC_TAS2511 20250912 ... SC_TAS
296 297 SC_TAS2512 20250912 ... SC_TAS
297 298 SC_TAS2601 20250912 ... SC_TAS
[298 rows x 13 columns]
2025-09-17 16:29:02,651 - future_1d - INFO - ak.get_shfe_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 SC2510 20250912 483 ... 479.2 488.7 SC
1 SC2511 20250912 485 ... 480.5 489.4 SC
2 SC2512 20250912 484.7 ... 479.5 488.1 SC
3 SC2601 20250912 483.9 ... 479 487.1 SC
4 SC2602 20250912 479.8 ... 478.4 486 SC
5 SC2603 20250912 481.2 ... 477.8 484.7 SC
6 SC2604 20250912 478.1 ... 477.4 484.5 SC
7 SC2605 20250912 476.9 ... 477.3 483.3 SC
8 SC2606 20250912 480 ... 476.6 484.5 SC
9 SC2607 20250912 477 ... 475.9 483.7 SC
10 SC2608 20250912 474.5 ... 474.7 482 SC
11 SC2609 20250912 474.5 ... 473 480.8 SC
12 SC2612 20250912 473.8 ... 472.6 477.9 SC
13 SC2703 20250912 469.1 ... 469.2 472.1 SC
14 SC2706 20250912 ... 470 471.5 SC
15 SC2709 20250912 ... 470 471.3 SC
16 SC2712 20250912 467 ... 466.6 469 SC
17 SC2803 20250912 ... 468.2 468.2 SC
18 SC2806 20250912 461.5 ... 462.8 466.7 SC
19 SC2809 20250912 ... 462 462 SC
21 LU2510 20250912 3300 ... 3261 3343 LU
22 LU2511 20250912 3328 ... 3288 3370 LU
23 LU2512 20250912 3329 ... 3276 3362 LU
24 LU2601 20250912 3332 ... 3285 3358 LU
25 LU2602 20250912 3332 ... 3283 3338 LU
26 LU2603 20250912 3292 ... 3276 3334 LU
27 LU2604 20250912 3058 ... 3257 3339 LU
28 LU2605 20250912 3285 ... 3274 3323 LU
29 LU2606 20250912 3280 ... 3271 3316 LU
30 LU2607 20250912 3301 ... 3265 3321 LU
31 LU2608 20250912 3274 ... 3261 3316 LU
32 LU2609 20250912 3277 ... 3260 3314 LU
34 NR2509 20250912 ... 12645 12645 NR
35 NR2510 20250912 12565 ... 12495 12550 NR
36 NR2511 20250912 12645 ... 12545 12600 NR
37 NR2512 20250912 12700 ... 12590 12640 NR
38 NR2601 20250912 12690 ... 12615 12685 NR
39 NR2602 20250912 12710 ... 12645 12685 NR
40 NR2603 20250912 12725 ... 12630 12685 NR
41 NR2604 20250912 12745 ... 12675 12730 NR
42 NR2605 20250912 12740 ... 12695 12745 NR
43 NR2606 20250912 12580 ... 12580 12700 NR
44 NR2607 20250912 12640 ... 12640 12715 NR
45 NR2608 20250912 12685 ... 12685 12760 NR
47 BC2509 20250912 70500 ... 70500 70500 BC
48 BC2510 20250912 71260 ... 71640 71180 BC
49 BC2511 20250912 71290 ... 71660 71150 BC
50 BC2512 20250912 72470 ... 71670 70790 BC
51 BC2601 20250912 ... 72000 71300 BC
52 BC2602 20250912 ... 71650 70900 BC
53 BC2603 20250912 ... 72000 71560 BC
54 BC2604 20250912 ... 71500 71200 BC
55 BC2605 20250912 ... 71350 71170 BC
56 BC2606 20250912 ... 71450 70710 BC
57 BC2607 20250912 ... 71560 70900 BC
58 BC2608 20250912 ... 71550 70800 BC
60 EC2510 20250912 1205.6 ... 1181.6 1222 EC
61 EC2512 20250912 1601 ... 1594.5 1633.3 EC
62 EC2602 20250912 1497.4 ... 1490.3 1509.2 EC
63 EC2604 20250912 1235.7 ... 1235.6 1245.9 EC
64 EC2606 20250912 1423.6 ... 1412.9 1429.4 EC
65 EC2608 20250912 1595.3 ... 1580.3 1605.4 EC
69 SC_TAS2510 20250912 ... SC_TAS
70 SC_TAS2511 20250912 ... SC_TAS
71 SC_TAS2512 20250912 ... SC_TAS
72 SC_TAS2601 20250912 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 16:29:03,555 - future_1d - INFO - ak.get_ine_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 IC2509 20250912 7109.800 ... 7152.400 7097.800 IC
1 IC2510 20250912 7063.000 ... 7100.000 7044.000 IC
2 IC2512 20250912 6955.000 ... 7000.400 6934.800 IC
3 IC2603 20250912 6815.000 ... 6849.400 6789.600 IC
4 IF2509 20250912 4557.000 ... 4525.800 4542.800 IF
5 IF2510 20250912 4564.000 ... 4517.600 4534.400 IF
6 IF2512 20250912 4530.000 ... 4499.200 4511.800 IF
7 IF2603 20250912 4518.000 ... 4478.800 4491.200 IF
8 IH2509 20250912 2988.600 ... 2969.800 2981.400 IH
9 IH2510 20250912 2989.200 ... 2969.800 2979.800 IH
10 IH2512 20250912 2989.000 ... 2971.200 2980.000 IH
11 IH2603 20250912 2992.000 ... 2974.000 2982.400 IH
12 IM2509 20250912 7387.000 ... 7400.800 7365.600 IM
13 IM2510 20250912 7336.000 ... 7333.600 7297.800 IM
14 IM2512 20250912 7180.200 ... 7186.400 7153.600 IM
15 IM2603 20250912 7000.000 ... 6985.200 6965.600 IM
16 T2509 20250912 NaN ... 107.870 107.835 T
17 T2512 20250912 107.595 ... 107.680 107.645 T
18 T2603 20250912 107.310 ... 107.385 107.335 T
19 TF2509 20250912 105.770 ... 105.760 105.660 TF
20 TF2512 20250912 105.570 ... 105.580 105.590 TF
21 TF2603 20250912 105.520 ... 105.470 105.485 TF
22 TL2509 20250912 115.550 ... 115.550 115.180 TL
23 TL2512 20250912 114.790 ... 115.160 114.830 TL
24 TL2603 20250912 114.390 ... 114.850 114.500 TL
25 TS2509 20250912 NaN ... 102.310 102.352 TS
26 TS2512 20250912 102.410 ... 102.364 102.406 TS
27 TS2603 20250912 102.334 ... 102.294 102.330 TS
[28 rows x 12 columns]
2025-09-17 16:29:04,849 - future_1d - INFO - ak.get_cffex_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 a2509 20250912 0.0 ... 4081.00 4040.00 A
1 a2511 20250912 3947.0 ... 3956.00 3926.00 A
2 a2601 20250912 3946.0 ... 3956.00 3930.00 A
3 a2603 20250912 3954.0 ... 3963.00 3934.00 A
4 a2605 20250912 3996.0 ... 4002.00 3977.00 A
5 a2607 20250912 4000.0 ... 4006.00 3981.00 A
6 b2509 20250912 0.0 ... 3694.00 3681.00 B
7 b2510 20250912 3735.0 ... 3726.00 3702.00 B
8 b2511 20250912 3759.0 ... 3760.00 3726.00 B
9 b2512 20250912 3786.0 ... 3787.00 3761.00 B
10 b2601 20250912 3781.0 ... 3785.00 3761.00 B
11 b2602 20250912 3766.0 ... 3765.00 3744.00 B
12 b2603 20250912 3705.0 ... 3713.00 3705.00 B
13 b2604 20250912 3586.0 ... 3598.00 3584.00 B
14 b2605 20250912 3506.0 ... 3518.00 3500.00 B
15 b2606 20250912 3490.0 ... 3487.00 3467.00 B
16 b2607 20250912 3486.0 ... 3487.00 3467.00 B
17 b2608 20250912 3586.0 ... 3588.00 3566.00 B
18 bb2509 20250912 0.0 ... 144.15 144.15 BB
19 bb2511 20250912 142.2 ... 141.95 142.05 BB
20 bb2601 20250912 146.6 ... 146.80 146.80 BB
21 bb2603 20250912 0.0 ... 146.90 146.90 BB
22 bb2605 20250912 0.0 ... 141.90 141.90 BB
23 bb2607 20250912 0.0 ... 146.70 146.70 BB
24 bz2603 20250912 6015.0 ... 5989.00 6034.00 BZ
25 bz2604 20250912 5956.0 ... 5953.00 6011.00 BZ
26 bz2605 20250912 0.0 ... 6011.00 6011.00 BZ
27 bz2606 20250912 5953.0 ... 5953.00 6005.00 BZ
28 bz2607 20250912 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250912 5955.0 ... 5955.00 5969.00 BZ
30 c2509 20250912 0.0 ... 2256.00 2345.00 C
31 c2511 20250912 2203.0 ... 2199.00 2199.00 C
32 c2601 20250912 2171.0 ... 2169.00 2169.00 C
33 c2603 20250912 2187.0 ... 2185.00 2183.00 C
34 c2605 20250912 2239.0 ... 2238.00 2237.00 C
35 c2607 20250912 2257.0 ... 2255.00 2252.00 C
36 cs2509 20250912 0.0 ... 2487.00 2502.00 CS
37 cs2511 20250912 2475.0 ... 2476.00 2481.00 CS
38 cs2601 20250912 2494.0 ... 2493.00 2498.00 CS
39 cs2603 20250912 2503.0 ... 2502.00 2505.00 CS
40 cs2605 20250912 2583.0 ... 2584.00 2583.00 CS
41 cs2607 20250912 2590.0 ... 2588.00 2588.00 CS
42 eb2509 20250912 0.0 ... 6962.00 6962.00 EB
43 eb2510 20250912 7033.0 ... 7027.00 7083.00 EB
44 eb2511 20250912 7066.0 ... 7040.00 7093.00 EB
45 eb2512 20250912 7077.0 ... 7045.00 7098.00 EB
46 eb2601 20250912 7100.0 ... 7069.00 7119.00 EB
47 eb2602 20250912 7120.0 ... 7093.00 7138.00 EB
48 eb2603 20250912 7152.0 ... 7127.00 7172.00 EB
49 eb2604 20250912 7167.0 ... 7158.00 7195.00 EB
50 eb2605 20250912 7180.0 ... 7177.00 7211.00 EB
51 eb2606 20250912 7163.0 ... 7169.00 7214.00 EB
52 eb2607 20250912 0.0 ... 7185.00 7185.00 EB
53 eb2608 20250912 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250912 0.0 ... 4408.00 4408.00 EG
55 eg2510 20250912 4300.0 ... 4308.00 4326.00 EG
56 eg2511 20250912 4283.0 ... 4270.00 4301.00 EG
57 eg2512 20250912 4285.0 ... 4269.00 4306.00 EG
58 eg2601 20250912 4299.0 ... 4279.00 4306.00 EG
59 eg2602 20250912 4286.0 ... 4286.00 4308.00 EG
60 eg2603 20250912 4290.0 ... 4288.00 4311.00 EG
61 eg2604 20250912 4319.0 ... 4313.00 4337.00 EG
62 eg2605 20250912 4336.0 ... 4326.00 4348.00 EG
63 eg2606 20250912 4328.0 ... 4333.00 4357.00 EG
64 eg2607 20250912 0.0 ... 4358.00 4358.00 EG
65 eg2608 20250912 0.0 ... 4402.00 4402.00 EG
66 fb2509 20250912 0.0 ... 1342.50 1342.50 FB
67 fb2510 20250912 1272.5 ... 1268.50 1272.50 FB
68 fb2511 20250912 1261.0 ... 1261.50 1263.00 FB
69 fb2512 20250912 1256.0 ... 1258.50 1259.00 FB
70 fb2601 20250912 1249.0 ... 1253.50 1250.50 FB
71 fb2602 20250912 1245.0 ... 1247.00 1243.00 FB
72 fb2603 20250912 1249.5 ... 1249.00 1246.50 FB
73 fb2604 20250912 1254.5 ... 1254.50 1250.00 FB
74 fb2605 20250912 0.0 ... 1318.50 1318.50 FB
75 fb2606 20250912 0.0 ... 1330.00 1330.00 FB
76 fb2607 20250912 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250912 0.0 ... 1296.00 1296.00 FB
78 i2509 20250912 800.0 ... 806.00 845.50 I
79 i2510 20250912 815.0 ... 817.50 819.50 I
80 i2511 20250912 808.5 ... 811.00 814.00 I
81 i2512 20250912 803.5 ... 805.50 809.50 I
82 i2601 20250912 797.5 ... 798.50 800.00 I
83 i2602 20250912 791.5 ... 793.50 794.00 I
84 i2603 20250912 786.5 ... 788.00 789.00 I
85 i2604 20250912 783.0 ... 783.50 784.00 I
86 i2605 20250912 774.0 ... 776.50 777.00 I
87 i2606 20250912 769.0 ... 771.00 771.50 I
88 i2607 20250912 763.5 ... 766.50 766.50 I
89 i2608 20250912 760.0 ... 761.50 762.50 I
90 j2509 20250912 1502.0 ... 1500.00 1512.50 J
91 j2510 20250912 1517.0 ... 1521.50 1514.50 J
92 j2511 20250912 1561.5 ... 1550.00 1550.50 J
93 j2512 20250912 1583.5 ... 1595.50 1582.00 J
94 j2601 20250912 1622.0 ... 1614.00 1618.50 J
95 j2602 20250912 1644.0 ... 1637.50 1638.50 J
96 j2603 20250912 0.0 ... 1658.00 1658.00 J
97 j2604 20250912 0.0 ... 1728.00 1728.00 J
98 j2605 20250912 1768.5 ... 1749.50 1748.50 J
99 j2606 20250912 1758.0 ... 1758.00 1750.50 J
100 j2607 20250912 1763.5 ... 1763.50 1763.50 J
101 j2608 20250912 0.0 ... 1763.00 1763.00 J
102 jd2509 20250912 3100.0 ... 3201.00 3083.00 JD
103 jd2510 20250912 3052.0 ... 3038.00 3036.00 JD
104 jd2511 20250912 3044.0 ... 3048.00 3039.00 JD
105 jd2512 20250912 3180.0 ... 3175.00 3170.00 JD
106 jd2601 20250912 3349.0 ... 3352.00 3350.00 JD
107 jd2602 20250912 3111.0 ... 3103.00 3110.00 JD
108 jd2603 20250912 3124.0 ... 3116.00 3124.00 JD
109 jd2604 20250912 3322.0 ... 3298.00 3318.00 JD
110 jd2605 20250912 3465.0 ... 3429.00 3460.00 JD
111 jd2606 20250912 3273.0 ... 3251.00 3269.00 JD
112 jd2607 20250912 3496.0 ... 3482.00 3491.00 JD
113 jd2608 20250912 3920.0 ... 3919.00 3913.00 JD
114 jm2509 20250912 1031.0 ... 958.00 977.50 JM
115 jm2510 20250912 975.0 ... 979.00 966.00 JM
116 jm2511 20250912 1027.0 ... 1031.00 1022.50 JM
117 jm2512 20250912 1083.5 ... 1085.00 1080.50 JM
118 jm2601 20250912 1140.0 ... 1137.50 1134.50 JM
119 jm2602 20250912 1166.0 ... 1164.00 1161.00 JM
120 jm2603 20250912 1188.5 ... 1183.50 1181.00 JM
121 jm2604 20250912 1206.0 ... 1202.50 1202.50 JM
122 jm2605 20250912 1227.0 ... 1220.50 1220.50 JM
123 jm2606 20250912 1236.0 ... 1235.00 1238.00 JM
124 jm2607 20250912 1247.0 ... 1246.00 1249.50 JM
125 jm2608 20250912 1257.5 ... 1255.00 1260.00 JM
126 l2509 20250912 7080.0 ... 7195.00 7135.00 L
127 l2510 20250912 7168.0 ... 7138.00 7194.00 L
128 l2511 20250912 7182.0 ... 7157.00 7206.00 L
129 l2512 20250912 7193.0 ... 7168.00 7213.00 L
130 l2601 20250912 7200.0 ... 7174.00 7216.00 L
131 l2602 20250912 7198.0 ... 7165.00 7210.00 L
132 l2603 20250912 7179.0 ... 7166.00 7227.00 L
133 l2604 20250912 7205.0 ... 7200.00 7237.00 L
134 l2605 20250912 7207.0 ... 7185.00 7225.00 L
135 l2606 20250912 0.0 ... 7228.00 7228.00 L
136 l2607 20250912 7205.0 ... 7202.00 7236.00 L
137 l2608 20250912 7226.0 ... 7221.00 7254.00 L
138 lg2509 20250912 760.5 ... 764.00 770.00 LG
139 lg2511 20250912 803.0 ... 800.00 804.50 LG
140 lg2601 20250912 819.0 ... 813.50 818.50 LG
141 lg2603 20250912 823.0 ... 820.00 824.50 LG
142 lg2605 20250912 829.0 ... 826.50 829.50 LG
143 lg2607 20250912 830.0 ... 829.00 832.50 LG
144 lh2509 20250912 0.0 ... 13090.00 13090.00 LH
145 lh2511 20250912 13320.0 ... 13310.00 13315.00 LH
146 lh2601 20250912 13750.0 ... 13725.00 13735.00 LH
147 lh2603 20250912 13000.0 ... 13030.00 13010.00 LH
148 lh2605 20250912 13535.0 ... 13555.00 13520.00 LH
149 lh2607 20250912 14295.0 ... 14310.00 14310.00 LH
150 m2509 20250912 0.0 ... 3023.00 3031.00 M
151 m2511 20250912 3062.0 ... 3057.00 3040.00 M
152 m2512 20250912 3104.0 ... 3102.00 3090.00 M
153 m2601 20250912 3090.0 ... 3087.00 3075.00 M
154 m2603 20250912 3011.0 ... 3010.00 2997.00 M
155 m2605 20250912 2810.0 ... 2815.00 2802.00 M
156 m2607 20250912 2790.0 ... 2792.00 2783.00 M
157 m2608 20250912 2916.0 ... 2916.00 2908.00 M
158 p2509 20250912 0.0 ... 9384.00 9446.00 P
159 p2510 20250912 9230.0 ... 9270.00 9222.00 P
160 p2511 20250912 9252.0 ... 9298.00 9236.00 P
161 p2512 20250912 9280.0 ... 9318.00 9264.00 P
162 p2601 20250912 9316.0 ... 9342.00 9274.00 P
163 p2602 20250912 9272.0 ... 9288.00 9222.00 P
164 p2603 20250912 9234.0 ... 9262.00 9212.00 P
165 p2604 20250912 9198.0 ... 9204.00 9156.00 P
166 p2605 20250912 9102.0 ... 9106.00 9062.00 P
167 p2606 20250912 9024.0 ... 9030.00 8968.00 P
168 p2607 20250912 8928.0 ... 8932.00 8868.00 P
169 p2608 20250912 8862.0 ... 8872.00 8800.00 P
170 pg2509 20250912 3750.0 ... 3750.00 3780.00 PG
171 pg2510 20250912 4454.0 ... 4446.00 4453.00 PG
172 pg2511 20250912 4410.0 ... 4401.00 4410.00 PG
173 pg2512 20250912 4350.0 ... 4340.00 4352.00 PG
174 pg2601 20250912 4287.0 ... 4278.00 4289.00 PG
175 pg2602 20250912 4219.0 ... 4211.00 4219.00 PG
176 pg2603 20250912 4112.0 ... 4122.00 4132.00 PG
177 pg2604 20250912 0.0 ... 4467.00 4467.00 PG
178 pg2605 20250912 4381.0 ... 4383.00 4389.00 PG
179 pg2606 20250912 0.0 ... 4305.00 4305.00 PG
180 pg2607 20250912 0.0 ... 4251.00 4251.00 PG
181 pg2608 20250912 0.0 ... 4187.00 4187.00 PG
182 pp2509 20250912 6796.0 ... 6855.00 6828.00 PP
183 pp2510 20250912 6833.0 ... 6818.00 6852.00 PP
184 pp2511 20250912 6875.0 ... 6852.00 6886.00 PP
185 pp2512 20250912 6901.0 ... 6884.00 6919.00 PP
186 pp2601 20250912 6931.0 ... 6910.00 6943.00 PP
187 pp2602 20250912 6916.0 ... 6891.00 6926.00 PP
188 pp2603 20250912 6886.0 ... 6880.00 6912.00 PP
189 pp2604 20250912 6916.0 ... 6908.00 6937.00 PP
190 pp2605 20250912 6949.0 ... 6932.00 6966.00 PP
191 pp2606 20250912 6914.0 ... 6903.00 6943.00 PP
192 pp2607 20250912 6890.0 ... 6887.00 6915.00 PP
193 pp2608 20250912 6900.0 ... 6892.00 6917.00 PP
194 rr2509 20250912 0.0 ... 3617.00 3620.00 RR
195 rr2510 20250912 3585.0 ... 3591.00 3596.00 RR
196 rr2511 20250912 3595.0 ... 3599.00 3603.00 RR
197 rr2512 20250912 3604.0 ... 3602.00 3605.00 RR
198 rr2601 20250912 3615.0 ... 3614.00 3615.00 RR
199 rr2602 20250912 3601.0 ... 3601.00 3605.00 RR
200 rr2603 20250912 3608.0 ... 3608.00 3607.00 RR
201 rr2604 20250912 0.0 ... 3617.00 3617.00 RR
202 rr2605 20250912 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250912 0.0 ... 3604.00 3604.00 RR
204 rr2607 20250912 0.0 ... 3625.00 3625.00 RR
205 rr2608 20250912 0.0 ... 3614.00 3614.00 RR
206 v2509 20250912 4718.0 ... 4720.00 4708.00 V
207 v2510 20250912 4785.0 ... 4763.00 4757.00 V
208 v2511 20250912 4807.0 ... 4794.00 4788.00 V
209 v2512 20250912 4848.0 ... 4829.00 4830.00 V
210 v2601 20250912 4886.0 ... 4871.00 4864.00 V
211 v2602 20250912 4921.0 ... 4914.00 4904.00 V
212 v2603 20250912 4953.0 ... 4950.00 4930.00 V
213 v2604 20250912 5132.0 ... 5135.00 5126.00 V
214 v2605 20250912 5170.0 ... 5172.00 5166.00 V
215 v2606 20250912 5194.0 ... 5196.00 5197.00 V
216 v2607 20250912 5245.0 ... 5236.00 5222.00 V
217 v2608 20250912 5268.0 ... 5265.00 5266.00 V
218 y2509 20250912 0.0 ... 8398.00 8268.00 Y
219 y2511 20250912 8370.0 ... 8368.00 8326.00 Y
220 y2512 20250912 8378.0 ... 8386.00 8338.00 Y
221 y2601 20250912 8340.0 ... 8336.00 8292.00 Y
222 y2603 20250912 8248.0 ... 8252.00 8214.00 Y
223 y2605 20250912 8010.0 ... 8030.00 7986.00 Y
224 y2607 20250912 7992.0 ... 8000.00 7948.00 Y
225 y2608 20250912 8002.0 ... 7984.00 7948.00 Y
[226 rows x 12 columns]
2025-09-17 16:29:05,485 - future_1d - INFO - ak.get_dce_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 PS2509 20250912 0.0 ... 52925.0 55575.0 PS
1 PS2510 20250912 53950.0 ... 53935.0 53135.0 PS
2 PS2511 20250912 53520.0 ... 53730.0 53035.0 PS
3 PS2512 20250912 56000.0 ... 56225.0 55530.0 PS
4 PS2601 20250912 56020.0 ... 56110.0 55465.0 PS
5 PS2602 20250912 55975.0 ... 56305.0 55735.0 PS
6 PS2603 20250912 56060.0 ... 56265.0 55715.0 PS
7 PS2604 20250912 56265.0 ... 56410.0 55800.0 PS
8 PS2605 20250912 56275.0 ... 56225.0 55650.0 PS
9 PS2606 20250912 57805.0 ... 58330.0 57725.0 PS
10 PS2607 20250912 58145.0 ... 58370.0 57855.0 PS
11 PS2608 20250912 57985.0 ... 58405.0 57850.0 PS
13 SI2509 20250912 0.0 ... 8405.0 8685.0 SI
14 SI2510 20250912 8655.0 ... 8705.0 8685.0 SI
15 SI2511 20250912 8710.0 ... 8725.0 8690.0 SI
16 SI2512 20250912 9090.0 ... 9090.0 9040.0 SI
17 SI2601 20250912 9055.0 ... 9080.0 9035.0 SI
18 SI2602 20250912 9080.0 ... 9080.0 9030.0 SI
19 SI2603 20250912 9125.0 ... 9100.0 9065.0 SI
20 SI2604 20250912 9085.0 ... 9095.0 9030.0 SI
21 SI2605 20250912 9075.0 ... 9105.0 9055.0 SI
22 SI2606 20250912 9110.0 ... 9105.0 9070.0 SI
23 SI2607 20250912 9130.0 ... 9110.0 9070.0 SI
24 SI2608 20250912 9170.0 ... 9115.0 9085.0 SI
27 LC2509 20250912 71140.0 ... 74700.0 70800.0 LC
28 LC2510 20250912 70160.0 ... 70900.0 70580.0 LC
29 LC2511 20250912 70540.0 ... 71040.0 70660.0 LC
30 LC2512 20250912 70980.0 ... 71240.0 70960.0 LC
31 LC2601 20250912 70660.0 ... 71200.0 70920.0 LC
32 LC2602 20250912 70640.0 ... 71240.0 70860.0 LC
33 LC2603 20250912 70660.0 ... 71120.0 70780.0 LC
34 LC2604 20250912 70980.0 ... 71680.0 71740.0 LC
35 LC2605 20250912 71600.0 ... 71620.0 71380.0 LC
36 LC2606 20250912 71420.0 ... 71520.0 71240.0 LC
37 LC2607 20250912 71200.0 ... 71420.0 71100.0 LC
38 LC2608 20250912 71200.0 ... 71380.0 71040.0 LC
[36 rows x 12 columns]
2025-09-17 16:29:05,895 - future_1d - INFO - ak.get_gfex_daily('2025-09-12') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250912 8350.0 8438.0 ... 111999.83 8382.0 8293.0 AP
1 AP511 20250912 8140.0 8248.0 ... 8691.41 8199.0 8116.0 AP
2 AP512 20250912 8149.0 8258.0 ... 641.01 8218.0 8131.0 AP
3 AP601 20250912 8277.0 8333.0 ... 548026.71 8287.0 8214.0 AP
4 AP603 20250912 8133.0 8215.0 ... 237.41 8186.0 8124.0 AP
5 AP604 20250912 8180.0 8229.0 ... 188.73 8206.0 8142.0 AP
6 AP605 20250912 8245.0 8300.0 ... 2431.21 8269.0 8227.0 AP
7 CF509 20250912 13370.0 13385.0 ... 8720.58 13375.0 13345.0 CF
8 CF511 20250912 13655.0 13730.0 ... 201420.59 13675.0 13665.0 CF
9 CF601 20250912 13800.0 13880.0 ... 1114023.33 13830.0 13830.0 CF
10 CF603 20250912 13780.0 13835.0 ... 1800.24 13795.0 13800.0 CF
11 CF605 20250912 13795.0 13845.0 ... 111902.58 13795.0 13795.0 CF
12 CF607 20250912 13795.0 13860.0 ... 649.87 13825.0 13815.0 CF
13 CJ509 20250912 0.0 0.0 ... 24.91 9965.0 9965.0 CJ
14 CJ512 20250912 11135.0 11190.0 ... 3810.44 11125.0 11100.0 CJ
15 CJ601 20250912 11195.0 11270.0 ... 529644.44 11190.0 11185.0 CJ
16 CJ603 20250912 11200.0 11305.0 ... 6237.23 11230.0 11240.0 CJ
17 CJ605 20250912 11310.0 11400.0 ... 76766.43 11320.0 11315.0 CJ
18 CJ607 20250912 11450.0 11510.0 ... 1196.57 11450.0 11425.0 CJ
19 CY509 20250912 0.0 0.0 ... 292.56 20160.0 20180.0 CY
20 CY510 20250912 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250912 19850.0 19895.0 ... 108377.15 19855.0 19875.0 CY
22 CY512 20250912 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250912 19830.0 19885.0 ... 873.75 19860.0 19890.0 CY
24 CY602 20250912 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250912 0.0 0.0 ... 0.00 20145.0 20240.0 CY
26 CY604 20250912 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250912 20060.0 20060.0 ... 20.06 20055.0 20080.0 CY
28 CY606 20250912 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250912 0.0 0.0 ... 0.00 20300.0 20335.0 CY
30 CY608 20250912 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG509 20250912 979.0 1000.0 ... 680.51 978.0 990.0 FG
32 FG510 20250912 1100.0 1100.0 ... 54819.85 1080.0 1107.0 FG
33 FG511 20250912 1095.0 1095.0 ... 157198.32 1080.0 1095.0 FG
34 FG512 20250912 1187.0 1190.0 ... 58644.37 1181.0 1192.0 FG
35 FG601 20250912 1182.0 1186.0 ... 4230988.70 1175.0 1186.0 FG
36 FG602 20250912 1235.0 1235.0 ... 31425.24 1226.0 1235.0 FG
37 FG603 20250912 1235.0 1237.0 ... 1061.16 1228.0 1239.0 FG
38 FG604 20250912 1279.0 1287.0 ... 506.64 1279.0 1287.0 FG
39 FG605 20250912 1279.0 1286.0 ... 79931.70 1275.0 1281.0 FG
40 FG606 20250912 1308.0 1320.0 ... 588.93 1309.0 1315.0 FG
41 FG607 20250912 1298.0 1308.0 ... 584.69 1299.0 1305.0 FG
42 FG608 20250912 1330.0 1338.0 ... 765.30 1329.0 1333.0 FG
43 JR509 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250912 2249.0 2249.0 ... 2776.85 2234.0 2226.0 MA
53 MA510 20250912 2290.0 2290.0 ... 18051.99 2281.0 2299.0 MA
54 MA511 20250912 2318.0 2322.0 ... 171845.36 2313.0 2329.0 MA
55 MA512 20250912 2356.0 2363.0 ... 74857.91 2354.0 2372.0 MA
56 MA601 20250912 2380.0 2386.0 ... 961687.41 2378.0 2395.0 MA
57 MA602 20250912 2398.0 2403.0 ... 77549.24 2394.0 2412.0 MA
58 MA603 20250912 2401.0 2411.0 ... 252.24 2402.0 2417.0 MA
59 MA604 20250912 2403.0 2403.0 ... 2.40 2403.0 2408.0 MA
60 MA605 20250912 2386.0 2395.0 ... 65689.57 2386.0 2396.0 MA
61 MA606 20250912 0.0 0.0 ... 0.00 2394.0 2400.0 MA
62 MA607 20250912 2369.0 2385.0 ... 23.76 2376.0 2383.0 MA
63 MA608 20250912 2381.0 2381.0 ... 4.76 2380.0 2384.0 MA
64 OI509 20250912 0.0 0.0 ... 140.32 10023.0 10023.0 OI
65 OI511 20250912 10095.0 10161.0 ... 531493.02 10090.0 10015.0 OI
66 OI601 20250912 9894.0 9967.0 ... 2920257.58 9904.0 9839.0 OI
67 OI603 20250912 9706.0 9768.0 ... 2784.04 9700.0 9671.0 OI
68 OI605 20250912 9540.0 9595.0 ... 94328.75 9523.0 9510.0 OI
69 OI607 20250912 9486.0 9538.0 ... 843.84 9481.0 9456.0 OI
70 PF509 20250912 0.0 0.0 ... 3.12 6232.0 6272.0 PF
71 PF510 20250912 6352.0 6360.0 ... 21081.39 6330.0 6374.0 PF
72 PF511 20250912 6342.0 6356.0 ... 394490.02 6324.0 6366.0 PF
73 PF512 20250912 6328.0 6340.0 ... 100969.46 6308.0 6350.0 PF
74 PF601 20250912 6364.0 6376.0 ... 22261.90 6350.0 6388.0 PF
75 PF602 20250912 6378.0 6386.0 ... 35051.53 6364.0 6396.0 PF
76 PF603 20250912 6376.0 6376.0 ... 47.72 6364.0 6400.0 PF
77 PF604 20250912 6398.0 6430.0 ... 22.44 6410.0 6436.0 PF
78 PF605 20250912 6422.0 6434.0 ... 6.43 6428.0 6460.0 PF
79 PF606 20250912 0.0 0.0 ... 0.00 6456.0 6474.0 PF
80 PF607 20250912 6470.0 6470.0 ... 3.24 6470.0 6502.0 PF
81 PF608 20250912 0.0 0.0 ... 0.00 6504.0 6516.0 PF
82 PK510 20250912 7882.0 7890.0 ... 56147.36 7822.0 7876.0 PK
83 PK511 20250912 7786.0 7796.0 ... 431016.44 7766.0 7776.0 PK
84 PK512 20250912 7808.0 7812.0 ... 237242.34 7772.0 7800.0 PK
85 PK601 20250912 7820.0 7830.0 ... 47475.90 7812.0 7826.0 PK
86 PK603 20250912 7842.0 7846.0 ... 180.18 7834.0 7848.0 PK
87 PK604 20250912 7862.0 7862.0 ... 70.65 7850.0 7856.0 PK
88 PK605 20250912 7860.0 7870.0 ... 2360.20 7854.0 7852.0 PK
89 PL601 20250912 6400.0 6420.0 ... 40740.24 6382.0 6406.0 PL
90 PL602 20250912 6420.0 6440.0 ... 1231.91 6416.0 6441.0 PL
91 PL603 20250912 6436.0 6436.0 ... 64.33 6433.0 6440.0 PL
92 PL604 20250912 0.0 0.0 ... 0.00 6455.0 6455.0 PL
93 PL605 20250912 6343.0 6360.0 ... 25.41 6352.0 6374.0 PL
94 PL606 20250912 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250912 0.0 0.0 ... 0.00 6419.0 6450.0 PL
96 PL608 20250912 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250912 5748.0 5840.0 ... 1426.45 5764.0 5700.0 PR
104 PR510 20250912 5838.0 5838.0 ... 11725.99 5804.0 5834.0 PR
105 PR511 20250912 5832.0 5836.0 ... 389848.99 5798.0 5838.0 PR
106 PR512 20250912 5844.0 5844.0 ... 279238.88 5806.0 5848.0 PR
107 PR601 20250912 5854.0 5854.0 ... 107289.56 5808.0 5856.0 PR
108 PR602 20250912 5872.0 5878.0 ... 3816.83 5836.0 5872.0 PR
109 PR603 20250912 5838.0 5888.0 ... 219.52 5854.0 5892.0 PR
110 PR604 20250912 5862.0 5872.0 ... 158.15 5858.0 5912.0 PR
111 PR605 20250912 5866.0 5884.0 ... 114.47 5870.0 5920.0 PR
112 PR606 20250912 5920.0 5920.0 ... 8.88 5920.0 5946.0 PR
113 PR607 20250912 5954.0 5954.0 ... 53.30 5922.0 5968.0 PR
114 PR608 20250912 5956.0 5956.0 ... 53.28 5920.0 5962.0 PR
115 PX509 20250912 0.0 0.0 ... 0.00 6716.0 6782.0 PX
116 PX510 20250912 6740.0 6746.0 ... 8287.73 6708.0 6786.0 PX
117 PX511 20250912 6740.0 6748.0 ... 506357.78 6700.0 6766.0 PX
118 PX512 20250912 6722.0 6722.0 ... 165142.21 6672.0 6732.0 PX
119 PX601 20250912 6690.0 6700.0 ... 103834.02 6656.0 6708.0 PX
120 PX602 20250912 6674.0 6676.0 ... 14330.50 6644.0 6698.0 PX
121 PX603 20250912 6646.0 6646.0 ... 6.64 6640.0 6690.0 PX
122 PX604 20250912 0.0 0.0 ... 0.00 6668.0 6700.0 PX
123 PX605 20250912 6668.0 6668.0 ... 236.08 6650.0 6692.0 PX
124 PX606 20250912 0.0 0.0 ... 0.00 6668.0 6708.0 PX
125 PX607 20250912 6660.0 6660.0 ... 3.33 6660.0 6722.0 PX
126 PX608 20250912 6646.0 6646.0 ... 3.32 6646.0 6706.0 PX
127 RI509 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250912 2552.0 2573.0 ... 1706.25 2570.0 2544.0 RM
134 RM511 20250912 2555.0 2559.0 ... 23148.56 2545.0 2544.0 RM
135 RM601 20250912 2560.0 2572.0 ... 791030.41 2555.0 2554.0 RM
136 RM603 20250912 2446.0 2458.0 ... 12559.35 2441.0 2440.0 RM
137 RM605 20250912 2406.0 2427.0 ... 109443.88 2416.0 2411.0 RM
138 RM607 20250912 2400.0 2409.0 ... 6705.84 2398.0 2393.0 RM
139 RM608 20250912 2495.0 2502.0 ... 129.92 2498.0 2491.0 RM
140 RS509 20250912 0.0 0.0 ... 0.00 4869.0 4846.0 RS
141 RS511 20250912 5111.0 5208.0 ... 133.95 5152.0 5128.0 RS
142 RS607 20250912 5559.0 5565.0 ... 88.69 5543.0 5552.0 RS
143 RS608 20250912 5551.0 5584.0 ... 66.66 5555.0 5615.0 RS
144 SA509 20250912 1164.0 1170.0 ... 1821.23 1163.0 1159.0 SA
145 SA510 20250912 1199.0 1210.0 ... 48975.03 1200.0 1207.0 SA
146 SA511 20250912 1215.0 1224.0 ... 262167.28 1214.0 1217.0 SA
147 SA512 20250912 1276.0 1284.0 ... 137620.78 1274.0 1276.0 SA
148 SA601 20250912 1285.0 1295.0 ... 3266834.01 1286.0 1286.0 SA
149 SA602 20250912 1311.0 1324.0 ... 27666.38 1315.0 1312.0 SA
150 SA603 20250912 1319.0 1328.0 ... 2383.26 1318.0 1315.0 SA
151 SA604 20250912 1353.0 1366.0 ... 1053.44 1358.0 1348.0 SA
152 SA605 20250912 1361.0 1370.0 ... 98713.34 1361.0 1355.0 SA
153 SA606 20250912 1366.0 1380.0 ... 742.08 1369.0 1365.0 SA
154 SA607 20250912 1370.0 1383.0 ... 1193.32 1372.0 1369.0 SA
155 SA608 20250912 1389.0 1395.0 ... 997.41 1389.0 1389.0 SA
156 SF509 20250912 5440.0 5468.0 ... 2564.71 5444.0 5464.0 SF
157 SF510 20250912 5438.0 5500.0 ... 23123.76 5446.0 5472.0 SF
158 SF511 20250912 5626.0 5680.0 ... 469614.65 5620.0 5640.0 SF
159 SF512 20250912 5580.0 5634.0 ... 95884.40 5576.0 5596.0 SF
160 SF601 20250912 5580.0 5634.0 ... 152167.99 5584.0 5600.0 SF
161 SF602 20250912 5544.0 5592.0 ... 20074.59 5542.0 5552.0 SF
162 SF603 20250912 5694.0 5700.0 ... 5.70 5698.0 5720.0 SF
163 SF604 20250912 5732.0 5732.0 ... 2.87 5732.0 5718.0 SF
164 SF605 20250912 5694.0 5740.0 ... 1678.73 5692.0 5702.0 SF
165 SF606 20250912 5652.0 5682.0 ... 42.41 5654.0 5672.0 SF
166 SF607 20250912 5810.0 5840.0 ... 5.83 5826.0 5828.0 SF
167 SF608 20250912 5738.0 5738.0 ... 2.87 5738.0 5752.0 SF
168 SH509 20250912 0.0 0.0 ... 0.00 2806.0 2828.0 SH
169 SH510 20250912 2555.0 2555.0 ... 68932.45 2533.0 2565.0 SH
170 SH511 20250912 2575.0 2577.0 ... 666535.61 2548.0 2576.0 SH
171 SH512 20250912 2599.0 2600.0 ... 254696.45 2573.0 2597.0 SH
172 SH601 20250912 2587.0 2589.0 ... 2613145.01 2567.0 2587.0 SH
173 SH602 20250912 2606.0 2607.0 ... 23829.74 2585.0 2604.0 SH
174 SH603 20250912 2618.0 2618.0 ... 2324.79 2600.0 2624.0 SH
175 SH604 20250912 2654.0 2657.0 ... 610.85 2644.0 2666.0 SH
176 SH605 20250912 2671.0 2671.0 ... 20446.09 2652.0 2675.0 SH
177 SH606 20250912 2664.0 2673.0 ... 175.52 2659.0 2689.0 SH
178 SH607 20250912 2662.0 2662.0 ... 71.66 2654.0 2675.0 SH
179 SH608 20250912 2678.0 2681.0 ... 192.49 2673.0 2687.0 SH
180 SM509 20250912 5726.0 5746.0 ... 8950.69 5712.0 5770.0 SM
181 SM510 20250912 5744.0 5792.0 ... 20478.70 5746.0 5774.0 SM
182 SM511 20250912 5838.0 5870.0 ... 225176.08 5820.0 5848.0 SM
183 SM512 20250912 5822.0 5876.0 ... 45049.26 5828.0 5854.0 SM
184 SM601 20250912 5834.0 5884.0 ... 422483.42 5836.0 5860.0 SM
185 SM602 20250912 5830.0 5880.0 ... 139122.44 5830.0 5864.0 SM
186 SM603 20250912 5852.0 5872.0 ... 64.42 5858.0 5880.0 SM
187 SM604 20250912 5866.0 5900.0 ... 8.82 5878.0 5884.0 SM
188 SM605 20250912 5864.0 5914.0 ... 7140.28 5866.0 5896.0 SM
189 SM606 20250912 5872.0 5910.0 ... 47.02 5878.0 5900.0 SM
190 SM607 20250912 5886.0 5922.0 ... 91.23 5886.0 5906.0 SM
191 SM608 20250912 5894.0 5904.0 ... 17.66 5886.0 5930.0 SM
192 SR509 20250912 5540.0 5550.0 ... 2103.75 5543.0 5526.0 SR
193 SR511 20250912 5559.0 5566.0 ... 117552.50 5550.0 5554.0 SR
194 SR601 20250912 5546.0 5555.0 ... 755516.30 5544.0 5542.0 SR
195 SR603 20250912 5537.0 5540.0 ... 2277.89 5529.0 5528.0 SR
196 SR605 20250912 5516.0 5528.0 ... 31146.38 5519.0 5516.0 SR
197 SR607 20250912 5519.0 5524.0 ... 1020.22 5515.0 5512.0 SR
198 TA509 20250912 4550.0 4550.0 ... 4327.35 4548.0 4602.0 TA
199 TA510 20250912 4632.0 4644.0 ... 39797.21 4616.0 4660.0 TA
200 TA511 20250912 4654.0 4662.0 ... 262416.38 4628.0 4672.0 TA
201 TA512 20250912 4664.0 4670.0 ... 91703.94 4638.0 4682.0 TA
202 TA601 20250912 4670.0 4678.0 ... 1189506.27 4648.0 4688.0 TA
203 TA602 20250912 4686.0 4686.0 ... 18720.21 4658.0 4694.0 TA
204 TA603 20250912 4690.0 4690.0 ... 88.70 4668.0 4708.0 TA
205 TA604 20250912 4666.0 4680.0 ... 7.01 4672.0 4722.0 TA
206 TA605 20250912 4706.0 4710.0 ... 36190.24 4686.0 4720.0 TA
207 TA606 20250912 4690.0 4692.0 ... 7.04 4692.0 4734.0 TA
208 TA607 20250912 0.0 0.0 ... 0.00 4710.0 4744.0 TA
209 TA608 20250912 0.0 0.0 ... 0.00 4718.0 4768.0 TA
210 UR509 20250912 1583.0 1592.0 ... 4216.74 1578.0 1603.0 UR
211 UR510 20250912 1610.0 1610.0 ... 19797.98 1595.0 1620.0 UR
212 UR511 20250912 1654.0 1659.0 ... 51287.21 1650.0 1659.0 UR
213 UR512 20250912 1662.0 1670.0 ... 15384.16 1662.0 1666.0 UR
214 UR601 20250912 1665.0 1676.0 ... 415672.14 1667.0 1672.0 UR
215 UR602 20250912 1672.0 1678.0 ... 527.48 1669.0 1674.0 UR
216 UR603 20250912 1717.0 1719.0 ... 137.18 1715.0 1720.0 UR
217 UR604 20250912 1720.0 1720.0 ... 158.10 1718.0 1721.0 UR
218 UR605 20250912 1718.0 1724.0 ... 16513.17 1718.0 1721.0 UR
219 UR606 20250912 1719.0 1720.0 ... 230.07 1717.0 1718.0 UR
220 UR607 20250912 1746.0 1746.0 ... 34.90 1745.0 1747.0 UR
221 UR608 20250912 1737.0 1740.0 ... 10.43 1738.0 1742.0 UR
222 WH509 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 16:29:06,214 - future_1d - INFO - ak.get_czce_daily('2025-09-12') done
2025-09-17 16:29:21,606 - future_1d - INFO - save future_daily 2025-09-12 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250915 ... 80870 80710 CU
1 1 CU2510 20250915 ... 80830 80660 CU
2 2 CU2511 20250915 ... 80830 80650 CU
3 3 CU2512 20250915 ... 80810 80640 CU
4 4 CU2601 20250915 ... 80800 80610 CU
5 5 CU2602 20250915 ... 80770 80580 CU
6 6 CU2603 20250915 ... 80760 80660 CU
7 7 CU2604 20250915 ... 80810 80600 CU
8 8 CU2605 20250915 ... 80830 80640 CU
9 9 CU2606 20250915 ... 80810 80740 CU
10 10 CU2607 20250915 ... 80760 80620 CU
11 11 CU2608 20250915 ... 80850 80650 CU
12 12 BC2509 20250915 ... 70500 70500 BC
13 13 BC2510 20250915 ... 71780 71640 BC
14 14 BC2511 20250915 ... 71830 71660 BC
15 15 BC2512 20250915 ... 71910 71670 BC
16 16 BC2601 20250915 ... 72000 72000 BC
17 17 BC2602 20250915 ... 71650 71650 BC
18 18 BC2603 20250915 ... 72000 72000 BC
19 19 BC2604 20250915 ... 71550 71500 BC
20 20 BC2605 20250915 ... 71550 71350 BC
21 21 BC2606 20250915 ... 71500 71450 BC
22 22 BC2607 20250915 ... 71560 71560 BC
23 23 BC2608 20250915 ... 71550 71550 BC
24 24 AL2509 20250915 ... 21000 21040 AL
25 25 AL2510 20250915 ... 21045 21030 AL
26 26 AL2511 20250915 ... 21045 21020 AL
27 27 AL2512 20250915 ... 21015 20975 AL
28 28 AL2601 20250915 ... 20985 20935 AL
29 29 AL2602 20250915 ... 20970 20925 AL
30 30 AL2603 20250915 ... 20980 20925 AL
31 31 AL2604 20250915 ... 21000 20940 AL
32 32 AL2605 20250915 ... 21005 20980 AL
33 33 AL2606 20250915 ... 21015 20975 AL
34 34 AL2607 20250915 ... 20990 20970 AL
35 35 AL2608 20250915 ... 20985 20965 AL
36 36 ZN2509 20250915 ... 22240 22240 ZN
37 37 ZN2510 20250915 ... 22305 22280 ZN
38 38 ZN2511 20250915 ... 22320 22295 ZN
39 39 ZN2512 20250915 ... 22335 22310 ZN
40 40 ZN2601 20250915 ... 22345 22335 ZN
41 41 ZN2602 20250915 ... 22360 22340 ZN
42 42 ZN2603 20250915 ... 22375 22345 ZN
43 43 ZN2604 20250915 ... 22400 22375 ZN
44 44 ZN2605 20250915 ... 22405 22400 ZN
45 45 ZN2606 20250915 ... 22420 22410 ZN
46 46 ZN2607 20250915 ... 22420 22370 ZN
47 47 ZN2608 20250915 ... 22440 22390 ZN
48 48 PB2509 20250915 ... 17170 16860 PB
49 49 PB2510 20250915 ... 17120 16965 PB
50 50 PB2511 20250915 ... 17140 16985 PB
51 51 PB2512 20250915 ... 17155 16975 PB
52 52 PB2601 20250915 ... 17155 16965 PB
53 53 PB2602 20250915 ... 17180 17045 PB
54 54 PB2603 20250915 ... 17190 16945 PB
55 55 PB2604 20250915 ... 17205 17065 PB
56 56 PB2605 20250915 ... 17175 17175 PB
57 57 PB2606 20250915 ... 17105 16935 PB
58 58 PB2607 20250915 ... 17155 17005 PB
59 59 PB2608 20250915 ... 17210 17135 PB
60 60 NI2509 20250915 ... 123340 121270 NI
61 61 NI2510 20250915 ... 122170 121190 NI
62 62 NI2511 20250915 ... 122380 121470 NI
63 63 NI2512 20250915 ... 122580 121560 NI
64 64 NI2601 20250915 ... 122810 121840 NI
65 65 NI2602 20250915 ... 122970 122140 NI
66 66 NI2603 20250915 ... 123430 122210 NI
67 67 NI2604 20250915 ... 123800 122290 NI
68 68 NI2605 20250915 ... 123750 122460 NI
69 69 NI2606 20250915 ... 123960 122790 NI
70 70 NI2607 20250915 ... 124160 122790 NI
71 71 NI2608 20250915 ... 124390 123400 NI
72 72 SN2509 20250915 ... 273540 273970 SN
73 73 SN2510 20250915 ... 273890 272850 SN
74 74 SN2511 20250915 ... 273950 273260 SN
75 75 SN2512 20250915 ... 273810 273380 SN
76 76 SN2601 20250915 ... 274030 273380 SN
77 77 SN2602 20250915 ... 273700 273590 SN
78 78 SN2603 20250915 ... 274260 273110 SN
79 79 SN2604 20250915 ... 274510 273390 SN
80 80 SN2605 20250915 ... 274580 273940 SN
81 81 SN2606 20250915 ... 274940 274310 SN
82 82 SN2607 20250915 ... 275260 273480 SN
83 83 SN2608 20250915 ... 275630 274950 SN
84 84 AO2509 20250915 ... 2875 2875 AO
85 85 AO2510 20250915 ... 2907 2904 AO
86 86 AO2511 20250915 ... 2910 2908 AO
87 87 AO2512 20250915 ... 2918 2917 AO
88 88 AO2601 20250915 ... 2926 2922 AO
89 89 AO2602 20250915 ... 2935 2928 AO
90 90 AO2603 20250915 ... 3002 2995 AO
91 91 AO2604 20250915 ... 3009 3004 AO
92 92 AO2605 20250915 ... 3015 3010 AO
93 93 AO2606 20250915 ... 3021 3019 AO
94 94 AO2607 20250915 ... 3031 3035 AO
95 95 AO2608 20250915 ... 3035 3040 AO
96 96 AD2511 20250915 ... 20580 20570 AD
97 97 AD2512 20250915 ... 20600 20580 AD
98 98 AD2601 20250915 ... 20630 20570 AD
99 99 AD2602 20250915 ... 20620 20545 AD
100 100 AD2603 20250915 ... 20475 20475 AD
101 101 AD2604 20250915 ... 20485 20490 AD
102 102 AD2605 20250915 ... 20520 20455 AD
103 103 AD2606 20250915 ... 20455 20155 AD
104 104 AD2607 20250915 ... 20445 20425 AD
105 105 AD2608 20250915 ... 20515 20515 AD
106 106 AU2509 20250915 ... 820.82 832.5 AU
107 107 AU2510 20250915 ... 832.56 830.74 AU
108 108 AU2511 20250915 ... 833.64 832.94 AU
109 109 AU2512 20250915 ... 834.9 833.42 AU
110 110 AU2602 20250915 ... 837.12 835.4 AU
111 111 AU2604 20250915 ... 839.42 837.78 AU
112 112 AU2606 20250915 ... 841.46 840.26 AU
113 113 AU2608 20250915 ... 844.46 842.2 AU
114 114 AG2509 20250915 ... 9956 9865 AG
115 115 AG2510 20250915 ... 10028 9930 AG
116 116 AG2511 20250915 ... 10038 9944 AG
117 117 AG2512 20250915 ... 10052 9963 AG
118 118 AG2601 20250915 ... 10064 9965 AG
119 119 AG2602 20250915 ... 10075 9975 AG
120 120 AG2603 20250915 ... 10083 10002 AG
121 121 AG2604 20250915 ... 10097 10007 AG
122 122 AG2605 20250915 ... 10115 10035 AG
123 123 AG2606 20250915 ... 10126 10038 AG
124 124 AG2607 20250915 ... 10144 10051 AG
125 125 AG2608 20250915 ... 10159 10068 AG
126 126 RB2509 20250915 ... 2941 2941 RB
127 127 RB2510 20250915 ... 3037 3017 RB
128 128 RB2511 20250915 ... 3055 3035 RB
129 129 RB2512 20250915 ... 3102 3089 RB
130 130 RB2601 20250915 ... 3127 3107 RB
131 131 RB2602 20250915 ... 3135 3112 RB
132 132 RB2603 20250915 ... 3157 3122 RB
133 133 RB2604 20250915 ... 3171 3148 RB
134 134 RB2605 20250915 ... 3192 3163 RB
135 135 RB2606 20250915 ... 3207 3180 RB
136 136 RB2607 20250915 ... 3227 3200 RB
137 137 RB2608 20250915 ... 3235 3207 RB
138 138 WR2509 20250915 ... 3342 3342 WR
139 139 WR2510 20250915 ... 3289 3276 WR
140 140 WR2511 20250915 ... 3302 3302 WR
141 141 WR2512 20250915 ... 3324 3324 WR
142 142 WR2601 20250915 ... 3350 3366 WR
143 143 WR2602 20250915 ... 3358 3358 WR
144 144 WR2603 20250915 ... 3338 3338 WR
145 145 WR2604 20250915 ... 3389 3389 WR
146 146 WR2605 20250915 ... 3414 3414 WR
147 147 WR2606 20250915 ... 3372 3372 WR
148 148 WR2607 20250915 ... 3390 3390 WR
149 149 WR2608 20250915 ... 3399 3399 WR
150 150 HC2509 20250915 ... 3396 3396 HC
151 151 HC2510 20250915 ... 3393 3374 HC
152 152 HC2511 20250915 ... 3379 3361 HC
153 153 HC2512 20250915 ... 3372 3360 HC
154 154 HC2601 20250915 ... 3360 3341 HC
155 155 HC2602 20250915 ... 3362 3338 HC
156 156 HC2603 20250915 ... 3363 3343 HC
157 157 HC2604 20250915 ... 3365 3346 HC
158 158 HC2605 20250915 ... 3364 3345 HC
159 159 HC2606 20250915 ... 3369 3341 HC
160 160 HC2607 20250915 ... 3371 3356 HC
161 161 HC2608 20250915 ... 3377 3351 HC
162 162 SS2509 20250915 ... 12800 12800 SS
163 163 SS2510 20250915 ... 12915 12830 SS
164 164 SS2511 20250915 ... 13005 12915 SS
165 165 SS2512 20250915 ... 13045 12955 SS
166 166 SS2601 20250915 ... 13115 13010 SS
167 167 SS2602 20250915 ... 13130 13015 SS
168 168 SS2603 20250915 ... 13205 13130 SS
169 169 SS2604 20250915 ... 13235 13140 SS
170 170 SS2605 20250915 ... 13365 13290 SS
171 171 SS2606 20250915 ... 13425 13305 SS
172 172 SS2607 20250915 ... 13505 13370 SS
173 173 SS2608 20250915 ... 13515 13430 SS
174 174 SC2510 20250915 ... 488 479.2 SC
175 175 SC2511 20250915 ... 488.5 480.5 SC
176 176 SC2512 20250915 ... 487.6 479.5 SC
177 177 SC2601 20250915 ... 487.5 479 SC
178 178 SC2602 20250915 ... 487 478.4 SC
179 179 SC2603 20250915 ... 486.6 477.8 SC
180 180 SC2604 20250915 ... 485.9 477.4 SC
181 181 SC2605 20250915 ... 485.9 477.3 SC
182 182 SC2606 20250915 ... 485.8 476.6 SC
183 183 SC2607 20250915 ... 486.1 475.9 SC
184 184 SC2608 20250915 ... 482.4 474.7 SC
185 185 SC2609 20250915 ... 481.8 473 SC
186 186 SC2612 20250915 ... 475.4 472.6 SC
187 187 SC2703 20250915 ... 474.6 469.2 SC
188 188 SC2706 20250915 ... 474.7 470 SC
189 189 SC2709 20250915 ... 473.2 470 SC
190 190 SC2712 20250915 ... 472.1 466.6 SC
191 191 SC2803 20250915 ... 471.1 468.2 SC
192 192 SC2806 20250915 ... 466.7 462.8 SC
193 193 SC2809 20250915 ... 469 462 SC
194 194 LU2510 20250915 ... 3332 3261 LU
195 195 LU2511 20250915 ... 3353 3288 LU
196 196 LU2512 20250915 ... 3346 3276 LU
197 197 LU2601 20250915 ... 3343 3285 LU
198 198 LU2602 20250915 ... 3333 3283 LU
199 199 LU2603 20250915 ... 3328 3276 LU
200 200 LU2604 20250915 ... 3323 3257 LU
201 201 LU2605 20250915 ... 3318 3274 LU
202 202 LU2606 20250915 ... 3317 3271 LU
203 203 LU2607 20250915 ... 3312 3265 LU
204 204 LU2608 20250915 ... 3320 3261 LU
205 205 LU2609 20250915 ... 3308 3260 LU
206 206 FU2510 20250915 ... 2820 2776 FU
207 207 FU2511 20250915 ... 2818 2768 FU
208 208 FU2512 20250915 ... 2801 2745 FU
209 209 FU2601 20250915 ... 2787 2733 FU
210 210 FU2602 20250915 ... 2777 2718 FU
211 211 FU2603 20250915 ... 2764 2714 FU
212 212 FU2604 20250915 ... 2755 2712 FU
213 213 FU2605 20250915 ... 2744 2698 FU
214 214 FU2606 20250915 ... 2736 2694 FU
215 215 FU2607 20250915 ... 2722 2687 FU
216 216 FU2608 20250915 ... 2717 2681 FU
217 217 FU2609 20250915 ... 2695 2664 FU
218 218 BU2509 20250915 ... 3306 3423 BU
219 219 BU2510 20250915 ... 3416 3421 BU
220 220 BU2511 20250915 ... 3398 3403 BU
221 221 BU2512 20250915 ... 3363 3359 BU
222 222 BU2601 20250915 ... 3344 3338 BU
223 223 BU2602 20250915 ... 3343 3336 BU
224 224 BU2603 20250915 ... 3347 3340 BU
225 225 BU2604 20250915 ... 3338 3308 BU
226 226 BU2605 20250915 ... 3344 3334 BU
227 227 BU2606 20250915 ... 3344 3329 BU
228 228 BU2607 20250915 ... 3339 3339 BU
229 229 BU2608 20250915 ... 3321 3320 BU
230 230 BU2609 20250915 ... 3331 3322 BU
231 231 BU2612 20250915 ... 3296 3281 BU
232 232 BU2703 20250915 ... 3307 3289 BU
233 233 BU2706 20250915 ... 3308 3292 BU
234 234 BR2509 20250915 ... 11675 11675 BR
235 235 BR2510 20250915 ... 11630 11575 BR
236 236 BR2511 20250915 ... 11590 11545 BR
237 237 BR2512 20250915 ... 11595 11525 BR
238 238 BR2601 20250915 ... 11600 11540 BR
239 239 BR2602 20250915 ... 11570 11685 BR
240 240 BR2603 20250915 ... 11585 11570 BR
241 241 BR2604 20250915 ... 11690 11615 BR
242 242 BR2605 20250915 ... 11675 11640 BR
243 243 BR2606 20250915 ... 11725 11715 BR
244 244 BR2607 20250915 ... 11845 11715 BR
245 245 BR2608 20250915 ... 11770 11705 BR
246 246 RU2509 20250915 ... 14940 14835 RU
247 247 RU2510 20250915 ... 14980 14910 RU
248 248 RU2511 20250915 ... 14935 14880 RU
249 249 RU2601 20250915 ... 15870 15810 RU
250 250 RU2603 20250915 ... 15905 15790 RU
251 251 RU2604 20250915 ... 15840 15770 RU
252 252 RU2605 20250915 ... 15845 15835 RU
253 253 RU2606 20250915 ... 15865 15925 RU
254 254 RU2607 20250915 ... 15870 15865 RU
255 255 RU2608 20250915 ... 16065 15970 RU
256 256 NR2509 20250915 ... 12645 12645 NR
257 257 NR2510 20250915 ... 12555 12495 NR
258 258 NR2511 20250915 ... 12595 12545 NR
259 259 NR2512 20250915 ... 12645 12590 NR
260 260 NR2601 20250915 ... 12665 12615 NR
261 261 NR2602 20250915 ... 12700 12645 NR
262 262 NR2603 20250915 ... 12690 12630 NR
263 263 NR2604 20250915 ... 12710 12675 NR
264 264 NR2605 20250915 ... 12740 12695 NR
265 265 NR2606 20250915 ... 12635 12580 NR
266 266 NR2607 20250915 ... 12650 12640 NR
267 267 NR2608 20250915 ... 12685 12685 NR
268 268 SP2509 20250915 ... 4952 4926 SP
269 269 SP2510 20250915 ... 4992 4964 SP
270 270 SP2511 20250915 ... 5024 4988 SP
271 271 SP2512 20250915 ... 5042 5004 SP
272 272 SP2601 20250915 ... 5308 5276 SP
273 273 SP2602 20250915 ... 5286 5262 SP
274 274 SP2603 20250915 ... 5300 5272 SP
275 275 SP2604 20250915 ... 5316 5278 SP
276 276 SP2605 20250915 ... 5314 5290 SP
277 277 SP2606 20250915 ... 5322 5290 SP
278 278 SP2607 20250915 ... 5332 5294 SP
279 279 SP2608 20250915 ... 5330 5296 SP
280 280 OP2601 20250915 ... 4214 4220 OP
281 281 OP2602 20250915 ... 4214 4202 OP
282 282 OP2603 20250915 ... 4226 4228 OP
283 283 OP2604 20250915 ... 4250 4250 OP
284 284 OP2605 20250915 ... 4222 4248 OP
285 285 OP2606 20250915 ... 4216 4222 OP
286 286 OP2607 20250915 ... 4240 4256 OP
287 287 OP2608 20250915 ... 4256 4250 OP
288 288 EC2510 20250915 ... 1170.9 1181.6 EC
289 289 EC2512 20250915 ... 1640.3 1594.5 EC
290 290 EC2602 20250915 ... 1521 1490.3 EC
291 291 EC2604 20250915 ... 1250.1 1235.6 EC
292 292 EC2606 20250915 ... 1425.3 1412.9 EC
293 293 EC2608 20250915 ... 1596.5 1580.3 EC
294 294 SC_TAS2510 20250915 ... SC_TAS
295 295 SC_TAS2511 20250915 ... SC_TAS
296 296 SC_TAS2512 20250915 ... SC_TAS
297 297 SC_TAS2601 20250915 ... SC_TAS
[298 rows x 13 columns]
2025-09-17 16:29:29,679 - future_1d - INFO - ak.get_shfe_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 SC2510 20250915 486.6 ... 488 479.2 SC
1 SC2511 20250915 488.5 ... 488.5 480.5 SC
2 SC2512 20250915 488 ... 487.6 479.5 SC
3 SC2601 20250915 487.3 ... 487.5 479 SC
4 SC2602 20250915 486.6 ... 487 478.4 SC
5 SC2603 20250915 486.4 ... 486.6 477.8 SC
6 SC2604 20250915 486.1 ... 485.9 477.4 SC
7 SC2605 20250915 485.1 ... 485.9 477.3 SC
8 SC2606 20250915 485.8 ... 485.8 476.6 SC
9 SC2607 20250915 485 ... 486.1 475.9 SC
10 SC2608 20250915 483.3 ... 482.4 474.7 SC
11 SC2609 20250915 483.6 ... 481.8 473 SC
12 SC2612 20250915 ... 475.4 472.6 SC
13 SC2703 20250915 ... 474.6 469.2 SC
14 SC2706 20250915 ... 474.7 470 SC
15 SC2709 20250915 ... 473.2 470 SC
16 SC2712 20250915 ... 472.1 466.6 SC
17 SC2803 20250915 471.1 ... 471.1 468.2 SC
18 SC2806 20250915 466.7 ... 466.7 462.8 SC
19 SC2809 20250915 469 ... 469 462 SC
21 LU2510 20250915 3305 ... 3332 3261 LU
22 LU2511 20250915 3365 ... 3353 3288 LU
23 LU2512 20250915 3350 ... 3346 3276 LU
24 LU2601 20250915 3311 ... 3343 3285 LU
25 LU2602 20250915 3299 ... 3333 3283 LU
26 LU2603 20250915 3324 ... 3328 3276 LU
27 LU2604 20250915 3320 ... 3323 3257 LU
28 LU2605 20250915 3317 ... 3318 3274 LU
29 LU2606 20250915 3313 ... 3317 3271 LU
30 LU2607 20250915 3281 ... 3312 3265 LU
31 LU2608 20250915 3320 ... 3320 3261 LU
32 LU2609 20250915 3265 ... 3308 3260 LU
34 NR2509 20250915 ... 12645 12645 NR
35 NR2510 20250915 12540 ... 12555 12495 NR
36 NR2511 20250915 12600 ... 12595 12545 NR
37 NR2512 20250915 12650 ... 12645 12590 NR
38 NR2601 20250915 12665 ... 12665 12615 NR
39 NR2602 20250915 12690 ... 12700 12645 NR
40 NR2603 20250915 12700 ... 12690 12630 NR
41 NR2604 20250915 12690 ... 12710 12675 NR
42 NR2605 20250915 12615 ... 12740 12695 NR
43 NR2606 20250915 ... 12635 12580 NR
44 NR2607 20250915 ... 12650 12640 NR
45 NR2608 20250915 ... 12685 12685 NR
47 BC2509 20250915 ... 70500 70500 BC
48 BC2510 20250915 71750 ... 71780 71640 BC
49 BC2511 20250915 71920 ... 71830 71660 BC
50 BC2512 20250915 71680 ... 71910 71670 BC
51 BC2601 20250915 ... 72000 72000 BC
52 BC2602 20250915 ... 71650 71650 BC
53 BC2603 20250915 ... 72000 72000 BC
54 BC2604 20250915 ... 71550 71500 BC
55 BC2605 20250915 ... 71550 71350 BC
56 BC2606 20250915 ... 71500 71450 BC
57 BC2607 20250915 ... 71560 71560 BC
58 BC2608 20250915 ... 71550 71550 BC
60 EC2510 20250915 1150 ... 1170.9 1181.6 EC
61 EC2512 20250915 1605 ... 1640.3 1594.5 EC
62 EC2602 20250915 1496.9 ... 1521 1490.3 EC
63 EC2604 20250915 1240.3 ... 1250.1 1235.6 EC
64 EC2606 20250915 1403.6 ... 1425.3 1412.9 EC
65 EC2608 20250915 1583.2 ... 1596.5 1580.3 EC
68 SC_TAS2510 20250915 ... SC_TAS
69 SC_TAS2511 20250915 ... SC_TAS
70 SC_TAS2512 20250915 ... SC_TAS
71 SC_TAS2601 20250915 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 16:29:29,770 - future_1d - INFO - ak.get_ine_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 IC2509 20250915 7158.200 ... 7125.800 7152.400 IC
1 IC2510 20250915 7111.000 ... 7062.800 7100.000 IC
2 IC2512 20250915 7030.200 ... 6951.400 7000.400 IC
3 IC2603 20250915 6873.000 ... 6791.200 6849.400 IC
4 IF2509 20250915 4533.000 ... 4528.000 4525.800 IF
5 IF2510 20250915 4529.800 ... 4518.800 4517.600 IF
6 IF2512 20250915 4506.800 ... 4496.400 4499.200 IF
7 IF2603 20250915 4489.400 ... 4470.800 4478.800 IF
8 IH2509 20250915 2972.000 ... 2961.200 2969.800 IH
9 IH2510 20250915 2974.000 ... 2960.800 2969.800 IH
10 IH2512 20250915 2978.000 ... 2962.400 2971.200 IH
11 IH2603 20250915 2978.400 ... 2964.200 2974.000 IH
12 IM2509 20250915 7420.000 ... 7386.400 7400.800 IM
13 IM2510 20250915 7366.600 ... 7317.000 7333.600 IM
14 IM2512 20250915 7184.600 ... 7161.400 7186.400 IM
15 IM2603 20250915 6995.000 ... 6951.200 6985.200 IM
16 T2512 20250915 107.690 ... 107.840 107.680 T
17 T2603 20250915 107.410 ... 107.525 107.385 T
18 T2606 20250915 107.210 ... 107.345 107.385 T
19 TF2512 20250915 105.580 ... 105.660 105.580 TF
20 TF2603 20250915 105.505 ... 105.540 105.470 TF
21 TF2606 20250915 105.465 ... 105.435 105.470 TF
22 TL2512 20250915 115.260 ... 115.480 115.160 TL
23 TL2603 20250915 114.960 ... 115.180 114.850 TL
24 TL2606 20250915 114.910 ... 115.100 114.850 TL
25 TS2512 20250915 102.366 ... 102.368 102.364 TS
26 TS2603 20250915 102.304 ... 102.312 102.294 TS
27 TS2606 20250915 102.260 ... 102.280 102.294 TS
[28 rows x 12 columns]
2025-09-17 16:29:30,059 - future_1d - INFO - ak.get_cffex_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 a2511 20250915 3958.00 ... 3942.00 3956.00 A
1 a2601 20250915 3956.00 ... 3941.00 3956.00 A
2 a2603 20250915 3965.00 ... 3943.00 3963.00 A
3 a2605 20250915 3998.00 ... 3993.00 4002.00 A
4 a2607 20250915 4008.00 ... 3992.00 4006.00 A
5 a2609 20250915 4102.00 ... 4017.00 4006.00 A
6 b2510 20250915 3743.00 ... 3700.00 3726.00 B
7 b2511 20250915 3761.00 ... 3737.00 3760.00 B
8 b2512 20250915 3788.00 ... 3769.00 3787.00 B
9 b2601 20250915 3781.00 ... 3758.00 3785.00 B
10 b2602 20250915 3765.00 ... 3737.00 3765.00 B
11 b2603 20250915 3713.00 ... 3696.00 3713.00 B
12 b2604 20250915 3598.00 ... 3581.00 3598.00 B
13 b2605 20250915 3523.00 ... 3514.00 3518.00 B
14 b2606 20250915 3489.00 ... 3482.00 3487.00 B
15 b2607 20250915 3491.00 ... 3482.00 3487.00 B
16 b2608 20250915 3592.00 ... 3581.00 3588.00 B
17 b2609 20250915 3633.00 ... 3610.00 3588.00 B
18 bb2511 20250915 141.85 ... 142.05 141.95 BB
19 bb2601 20250915 146.50 ... 146.60 146.80 BB
20 bb2603 20250915 147.00 ... 146.80 146.90 BB
21 bb2605 20250915 0.00 ... 141.85 141.90 BB
22 bb2607 20250915 0.00 ... 146.65 146.70 BB
23 bb2609 20250915 0.00 ... 146.65 146.70 BB
24 bz2603 20250915 6015.00 ... 6021.00 5989.00 BZ
25 bz2604 20250915 5983.00 ... 6007.00 5953.00 BZ
26 bz2605 20250915 6028.00 ... 6039.00 6011.00 BZ
27 bz2606 20250915 6008.00 ... 6008.00 5953.00 BZ
28 bz2607 20250915 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250915 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250915 2199.00 ... 2178.00 2199.00 C
31 c2601 20250915 2170.00 ... 2159.00 2169.00 C
32 c2603 20250915 2184.00 ... 2176.00 2185.00 C
33 c2605 20250915 2239.00 ... 2232.00 2238.00 C
34 c2607 20250915 2253.00 ... 2247.00 2255.00 C
35 c2609 20250915 2260.00 ... 2258.00 2255.00 C
36 cs2511 20250915 2478.00 ... 2457.00 2476.00 CS
37 cs2601 20250915 2488.00 ... 2481.00 2493.00 CS
38 cs2603 20250915 2497.00 ... 2490.00 2502.00 CS
39 cs2605 20250915 2582.00 ... 2574.00 2584.00 CS
40 cs2607 20250915 2581.00 ... 2581.00 2588.00 CS
41 cs2609 20250915 0.00 ... 2588.00 2588.00 CS
42 eb2509 20250915 6589.00 ... 6789.00 6962.00 EB
43 eb2510 20250915 7073.00 ... 7072.00 7027.00 EB
44 eb2511 20250915 7082.00 ... 7083.00 7040.00 EB
45 eb2512 20250915 7091.00 ... 7093.00 7045.00 EB
46 eb2601 20250915 7111.00 ... 7116.00 7069.00 EB
47 eb2602 20250915 7134.00 ... 7142.00 7093.00 EB
48 eb2603 20250915 7166.00 ... 7183.00 7127.00 EB
49 eb2604 20250915 7216.00 ... 7214.00 7158.00 EB
50 eb2605 20250915 7208.00 ... 7226.00 7177.00 EB
51 eb2606 20250915 0.00 ... 7169.00 7169.00 EB
52 eb2607 20250915 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250915 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250915 4374.00 ... 4338.00 4408.00 EG
55 eg2510 20250915 4322.00 ... 4308.00 4308.00 EG
56 eg2511 20250915 4298.00 ... 4274.00 4270.00 EG
57 eg2512 20250915 4278.00 ... 4268.00 4269.00 EG
58 eg2601 20250915 4285.00 ... 4277.00 4279.00 EG
59 eg2602 20250915 4267.00 ... 4269.00 4286.00 EG
60 eg2603 20250915 4281.00 ... 4278.00 4288.00 EG
61 eg2604 20250915 4312.00 ... 4317.00 4313.00 EG
62 eg2605 20250915 4335.00 ... 4327.00 4326.00 EG
63 eg2606 20250915 4322.00 ... 4332.00 4333.00 EG
64 eg2607 20250915 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250915 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250915 1266.50 ... 1266.50 1268.50 FB
67 fb2511 20250915 1260.50 ... 1257.50 1261.50 FB
68 fb2512 20250915 1261.00 ... 1263.00 1258.50 FB
69 fb2601 20250915 1253.00 ... 1255.00 1253.50 FB
70 fb2602 20250915 1254.00 ... 1249.00 1247.00 FB
71 fb2603 20250915 1254.50 ... 1249.00 1249.00 FB
72 fb2604 20250915 0.00 ... 1254.50 1254.50 FB
73 fb2605 20250915 1301.50 ... 1301.50 1318.50 FB
74 fb2606 20250915 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250915 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250915 1285.00 ... 1285.00 1296.00 FB
77 fb2609 20250915 0.00 ... 1296.00 1296.00 FB
78 i2510 20250915 818.00 ... 818.50 817.50 I
79 i2511 20250915 814.00 ... 810.50 811.00 I
80 i2512 20250915 808.50 ... 805.00 805.50 I
81 i2601 20250915 799.00 ... 797.00 798.50 I
82 i2602 20250915 797.50 ... 791.50 793.50 I
83 i2603 20250915 792.00 ... 786.00 788.00 I
84 i2604 20250915 788.00 ... 782.00 783.50 I
85 i2605 20250915 777.00 ... 775.00 776.50 I
86 i2606 20250915 775.00 ... 769.50 771.00 I
87 i2607 20250915 769.50 ... 765.50 766.50 I
88 i2608 20250915 765.50 ... 761.50 761.50 I
89 i2609 20250915 761.00 ... 757.50 761.50 I
90 j2510 20250915 1546.50 ... 1564.50 1521.50 J
91 j2511 20250915 1579.00 ... 1600.00 1550.00 J
92 j2512 20250915 1615.00 ... 1629.50 1595.50 J
93 j2601 20250915 1628.50 ... 1664.50 1614.00 J
94 j2602 20250915 1657.50 ... 1684.00 1637.50 J
95 j2603 20250915 0.00 ... 1689.50 1658.00 J
96 j2604 20250915 0.00 ... 1758.00 1728.00 J
97 j2605 20250915 1772.00 ... 1809.00 1749.50 J
98 j2606 20250915 1799.00 ... 1806.00 1758.00 J
99 j2607 20250915 1791.50 ... 1810.00 1763.50 J
100 j2608 20250915 1812.00 ... 1817.50 1763.00 J
101 j2609 20250915 1805.50 ... 1845.00 1763.00 J
102 jd2509 20250915 3230.00 ... 3230.00 3201.00 JD
103 jd2510 20250915 3080.00 ... 3121.00 3038.00 JD
104 jd2511 20250915 3091.00 ... 3140.00 3048.00 JD
105 jd2512 20250915 3200.00 ... 3241.00 3175.00 JD
106 jd2601 20250915 3359.00 ... 3377.00 3352.00 JD
107 jd2602 20250915 3103.00 ... 3117.00 3103.00 JD
108 jd2603 20250915 3109.00 ... 3127.00 3116.00 JD
109 jd2604 20250915 3299.00 ... 3294.00 3298.00 JD
110 jd2605 20250915 3410.00 ... 3389.00 3429.00 JD
111 jd2606 20250915 3244.00 ... 3206.00 3251.00 JD
112 jd2607 20250915 3481.00 ... 3452.00 3482.00 JD
113 jd2608 20250915 3918.00 ... 3903.00 3919.00 JD
114 jm2510 20250915 994.00 ... 993.50 979.00 JM
115 jm2511 20250915 1037.50 ... 1054.00 1031.00 JM
116 jm2512 20250915 1089.00 ... 1115.50 1085.00 JM
117 jm2601 20250915 1147.50 ... 1172.00 1137.50 JM
118 jm2602 20250915 1170.00 ... 1200.00 1164.00 JM
119 jm2603 20250915 1188.50 ... 1222.50 1183.50 JM
120 jm2604 20250915 1208.00 ... 1240.00 1202.50 JM
121 jm2605 20250915 1228.00 ... 1264.50 1220.50 JM
122 jm2606 20250915 1247.50 ... 1274.50 1235.00 JM
123 jm2607 20250915 1258.00 ... 1279.00 1246.00 JM
124 jm2608 20250915 1276.00 ... 1290.00 1255.00 JM
125 jm2609 20250915 1276.50 ... 1292.00 1255.00 JM
126 l2510 20250915 7197.00 ... 7134.00 7138.00 L
127 l2511 20250915 7173.00 ... 7170.00 7157.00 L
128 l2512 20250915 7191.00 ... 7198.00 7168.00 L
129 l2601 20250915 7199.00 ... 7202.00 7174.00 L
130 l2602 20250915 7188.00 ... 7197.00 7165.00 L
131 l2603 20250915 7188.00 ... 7201.00 7166.00 L
132 l2604 20250915 7213.00 ... 7239.00 7200.00 L
133 l2605 20250915 7203.00 ... 7212.00 7185.00 L
134 l2606 20250915 7197.00 ... 7256.00 7228.00 L
135 l2607 20250915 7231.00 ... 7244.00 7202.00 L
136 l2608 20250915 7232.00 ... 7235.00 7221.00 L
137 l2609 20250915 7230.00 ... 7259.00 7221.00 L
138 lg2509 20250915 761.50 ... 761.00 764.00 LG
139 lg2511 20250915 798.50 ... 799.50 800.00 LG
140 lg2601 20250915 813.50 ... 817.50 813.50 LG
141 lg2603 20250915 815.50 ... 824.00 820.00 LG
142 lg2605 20250915 823.50 ... 829.50 826.50 LG
143 lg2607 20250915 831.00 ... 834.00 829.00 LG
144 lh2509 20250915 13100.00 ... 13100.00 13090.00 LH
145 lh2511 20250915 13150.00 ... 13200.00 13310.00 LH
146 lh2601 20250915 13675.00 ... 13660.00 13725.00 LH
147 lh2603 20250915 12995.00 ... 13005.00 13030.00 LH
148 lh2605 20250915 13555.00 ... 13510.00 13555.00 LH
149 lh2607 20250915 14320.00 ... 14220.00 14310.00 LH
150 m2511 20250915 3052.00 ... 3022.00 3057.00 M
151 m2512 20250915 3093.00 ... 3072.00 3102.00 M
152 m2601 20250915 3080.00 ... 3051.00 3087.00 M
153 m2603 20250915 3011.00 ... 2992.00 3010.00 M
154 m2605 20250915 2816.00 ... 2810.00 2815.00 M
155 m2607 20250915 2796.00 ... 2788.00 2792.00 M
156 m2608 20250915 2920.00 ... 2915.00 2916.00 M
157 m2609 20250915 2943.00 ... 2922.00 2916.00 M
158 p2510 20250915 9290.00 ... 9310.00 9270.00 P
159 p2511 20250915 9300.00 ... 9332.00 9298.00 P
160 p2512 20250915 9318.00 ... 9348.00 9318.00 P
161 p2601 20250915 9336.00 ... 9370.00 9342.00 P
162 p2602 20250915 9288.00 ... 9298.00 9288.00 P
163 p2603 20250915 9262.00 ... 9280.00 9262.00 P
164 p2604 20250915 9180.00 ... 9218.00 9204.00 P
165 p2605 20250915 9092.00 ... 9132.00 9106.00 P
166 p2606 20250915 9014.00 ... 9042.00 9030.00 P
167 p2607 20250915 8938.00 ... 8958.00 8932.00 P
168 p2608 20250915 8850.00 ... 8884.00 8872.00 P
169 p2609 20250915 8840.00 ... 8862.00 8872.00 P
170 pg2509 20250915 3779.00 ... 3779.00 3750.00 PG
171 pg2510 20250915 4488.00 ... 4513.00 4446.00 PG
172 pg2511 20250915 4445.00 ... 4455.00 4401.00 PG
173 pg2512 20250915 4374.00 ... 4387.00 4340.00 PG
174 pg2601 20250915 4303.00 ... 4320.00 4278.00 PG
175 pg2602 20250915 4231.00 ... 4249.00 4211.00 PG
176 pg2603 20250915 4142.00 ... 4160.00 4122.00 PG
177 pg2604 20250915 4500.00 ... 4499.00 4467.00 PG
178 pg2605 20250915 4382.00 ... 4411.00 4383.00 PG
179 pg2606 20250915 4343.00 ... 4345.00 4305.00 PG
180 pg2607 20250915 4286.00 ... 4285.00 4251.00 PG
181 pg2608 20250915 4225.00 ... 4225.00 4187.00 PG
182 pp2510 20250915 6845.00 ... 6848.00 6818.00 PP
183 pp2511 20250915 6881.00 ... 6882.00 6852.00 PP
184 pp2512 20250915 6912.00 ... 6918.00 6884.00 PP
185 pp2601 20250915 6933.00 ... 6946.00 6910.00 PP
186 pp2602 20250915 6916.00 ... 6928.00 6891.00 PP
187 pp2603 20250915 6892.00 ... 6933.00 6880.00 PP
188 pp2604 20250915 6923.00 ... 6949.00 6908.00 PP
189 pp2605 20250915 6964.00 ... 6969.00 6932.00 PP
190 pp2606 20250915 6903.00 ... 6940.00 6903.00 PP
191 pp2607 20250915 6899.00 ... 6925.00 6887.00 PP
192 pp2608 20250915 6916.00 ... 6894.00 6892.00 PP
193 pp2609 20250915 6944.00 ... 6958.00 6892.00 PP
194 rr2510 20250915 3599.00 ... 3593.00 3591.00 RR
195 rr2511 20250915 3602.00 ... 3600.00 3599.00 RR
196 rr2512 20250915 3600.00 ... 3601.00 3602.00 RR
197 rr2601 20250915 3614.00 ... 3622.00 3614.00 RR
198 rr2602 20250915 3606.00 ... 3606.00 3601.00 RR
199 rr2603 20250915 3609.00 ... 3613.00 3608.00 RR
200 rr2604 20250915 0.00 ... 3617.00 3617.00 RR
201 rr2605 20250915 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250915 3610.00 ... 3597.00 3604.00 RR
203 rr2607 20250915 3625.00 ... 3609.00 3625.00 RR
204 rr2608 20250915 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250915 0.00 ... 3614.00 3614.00 RR
206 v2510 20250915 4782.00 ... 4791.00 4763.00 V
207 v2511 20250915 4814.00 ... 4824.00 4794.00 V
208 v2512 20250915 4847.00 ... 4870.00 4829.00 V
209 v2601 20250915 4883.00 ... 4898.00 4871.00 V
210 v2602 20250915 4923.00 ... 4940.00 4914.00 V
211 v2603 20250915 4956.00 ... 4965.00 4950.00 V
212 v2604 20250915 5153.00 ... 5178.00 5135.00 V
213 v2605 20250915 5200.00 ... 5196.00 5172.00 V
214 v2606 20250915 5226.00 ... 5228.00 5196.00 V
215 v2607 20250915 5250.00 ... 5261.00 5236.00 V
216 v2608 20250915 5287.00 ... 5291.00 5265.00 V
217 v2609 20250915 5272.00 ... 5312.00 5265.00 V
218 y2511 20250915 8378.00 ... 8384.00 8368.00 Y
219 y2512 20250915 8386.00 ... 8404.00 8386.00 Y
220 y2601 20250915 8350.00 ... 8356.00 8336.00 Y
221 y2603 20250915 8252.00 ... 8274.00 8252.00 Y
222 y2605 20250915 8056.00 ... 8056.00 8030.00 Y
223 y2607 20250915 7990.00 ... 8010.00 8000.00 Y
224 y2608 20250915 8006.00 ... 8016.00 7984.00 Y
225 y2609 20250915 7982.00 ... 7998.00 7984.00 Y
[226 rows x 12 columns]
2025-09-17 16:29:30,754 - future_1d - INFO - ak.get_dce_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20250915 54125.0 ... 53505.0 53935.0 PS
1 PS2511 20250915 53630.0 ... 53400.0 53730.0 PS
2 PS2512 20250915 56720.0 ... 55890.0 56225.0 PS
3 PS2601 20250915 56450.0 ... 55780.0 56110.0 PS
4 PS2602 20250915 56085.0 ... 55835.0 56305.0 PS
5 PS2603 20250915 56075.0 ... 55620.0 56265.0 PS
6 PS2604 20250915 56575.0 ... 55840.0 56410.0 PS
7 PS2605 20250915 56545.0 ... 55975.0 56225.0 PS
8 PS2606 20250915 58880.0 ... 58160.0 58330.0 PS
9 PS2607 20250915 58500.0 ... 58285.0 58370.0 PS
10 PS2608 20250915 58750.0 ... 58340.0 58405.0 PS
11 PS2609 20250915 56790.0 ... 57875.0 58405.0 PS
13 SI2510 20250915 8785.0 ... 8755.0 8705.0 SI
14 SI2511 20250915 8725.0 ... 8840.0 8725.0 SI
15 SI2512 20250915 9165.0 ... 9215.0 9090.0 SI
16 SI2601 20250915 9145.0 ... 9205.0 9080.0 SI
17 SI2602 20250915 9090.0 ... 9175.0 9080.0 SI
18 SI2603 20250915 9080.0 ... 9215.0 9100.0 SI
19 SI2604 20250915 9050.0 ... 9215.0 9095.0 SI
20 SI2605 20250915 9115.0 ... 9220.0 9105.0 SI
21 SI2606 20250915 9070.0 ... 9220.0 9105.0 SI
22 SI2607 20250915 9080.0 ... 9260.0 9110.0 SI
23 SI2608 20250915 9075.0 ... 9290.0 9115.0 SI
24 SI2609 20250915 9080.0 ... 9245.0 9115.0 SI
27 LC2510 20250915 71400.0 ... 72160.0 70900.0 LC
28 LC2511 20250915 71260.0 ... 72240.0 71040.0 LC
29 LC2512 20250915 71400.0 ... 72420.0 71240.0 LC
30 LC2601 20250915 71480.0 ... 72420.0 71200.0 LC
31 LC2602 20250915 71520.0 ... 72480.0 71240.0 LC
32 LC2603 20250915 71500.0 ... 72340.0 71120.0 LC
33 LC2604 20250915 71920.0 ... 72720.0 71680.0 LC
34 LC2605 20250915 72000.0 ... 72780.0 71620.0 LC
35 LC2606 20250915 71800.0 ... 72540.0 71520.0 LC
36 LC2607 20250915 71600.0 ... 72520.0 71420.0 LC
37 LC2608 20250915 71740.0 ... 72540.0 71380.0 LC
38 LC2609 20250915 71520.0 ... 72440.0 71380.0 LC
[36 rows x 12 columns]
2025-09-17 16:29:30,882 - future_1d - INFO - ak.get_gfex_daily('2025-09-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250915 8395.0 8456.0 ... 101669.16 8404.0 8382.0 AP
1 AP511 20250915 8233.0 8263.0 ... 5346.45 8213.0 8199.0 AP
2 AP512 20250915 8273.0 8285.0 ... 806.68 8231.0 8218.0 AP
3 AP601 20250915 8325.0 8363.0 ... 594291.79 8310.0 8287.0 AP
4 AP603 20250915 8231.0 8238.0 ... 345.22 8220.0 8186.0 AP
5 AP604 20250915 8233.0 8243.0 ... 369.68 8215.0 8206.0 AP
6 AP605 20250915 8288.0 8310.0 ... 5216.00 8266.0 8269.0 AP
7 CF511 20250915 13725.0 13790.0 ... 254178.51 13740.0 13675.0 CF
8 CF601 20250915 13865.0 13930.0 ... 1542409.58 13885.0 13830.0 CF
9 CF603 20250915 13825.0 13895.0 ... 2035.05 13845.0 13795.0 CF
10 CF605 20250915 13830.0 13895.0 ... 134633.97 13850.0 13795.0 CF
11 CF607 20250915 13860.0 13900.0 ... 1899.77 13865.0 13825.0 CF
12 CF609 20250915 13995.0 13995.0 ... 90.85 13975.0 13825.0 CF
13 CJ512 20250915 11045.0 11065.0 ... 6958.04 10865.0 11125.0 CJ
14 CJ601 20250915 11130.0 11130.0 ... 1072454.11 10905.0 11190.0 CJ
15 CJ603 20250915 11170.0 11170.0 ... 17649.24 10960.0 11230.0 CJ
16 CJ605 20250915 11280.0 11280.0 ... 173292.86 11040.0 11320.0 CJ
17 CJ607 20250915 11375.0 11385.0 ... 3275.31 11180.0 11450.0 CJ
18 CJ609 20250915 11545.0 11545.0 ... 358.57 11385.0 11450.0 CJ
19 CY510 20250915 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250915 19855.0 19940.0 ... 114884.12 19890.0 19855.0 CY
21 CY512 20250915 0.0 0.0 ... 0.00 19635.0 19635.0 CY
22 CY601 20250915 19955.0 19955.0 ... 1423.50 19910.0 19860.0 CY
23 CY602 20250915 20090.0 20090.0 ... 10.05 20090.0 19995.0 CY
24 CY603 20250915 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250915 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250915 0.0 0.0 ... 0.00 20065.0 20055.0 CY
27 CY606 20250915 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250915 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250915 0.0 0.0 ... 0.00 20100.0 20160.0 CY
30 CY609 20250915 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG510 20250915 1069.0 1098.0 ... 37229.74 1084.0 1080.0 FG
32 FG511 20250915 1081.0 1108.0 ... 198245.21 1092.0 1080.0 FG
33 FG512 20250915 1186.0 1216.0 ... 99759.94 1197.0 1181.0 FG
34 FG601 20250915 1178.0 1214.0 ... 4939549.26 1193.0 1175.0 FG
35 FG602 20250915 1231.0 1264.0 ... 41236.83 1239.0 1226.0 FG
36 FG603 20250915 1236.0 1267.0 ... 2050.87 1247.0 1228.0 FG
37 FG604 20250915 1287.0 1317.0 ... 538.30 1300.0 1279.0 FG
38 FG605 20250915 1280.0 1317.0 ... 130486.35 1296.0 1275.0 FG
39 FG606 20250915 1309.0 1345.0 ... 1286.24 1329.0 1309.0 FG
40 FG607 20250915 1308.0 1338.0 ... 1710.36 1324.0 1299.0 FG
41 FG608 20250915 1343.0 1363.0 ... 1389.69 1349.0 1329.0 FG
42 FG609 20250915 1309.0 1358.0 ... 2113.57 1341.0 1329.0 FG
43 JR511 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250915 2289.0 2305.0 ... 13355.35 2290.0 2281.0 MA
52 MA511 20250915 2323.0 2338.0 ... 98265.26 2318.0 2313.0 MA
53 MA512 20250915 2364.0 2380.0 ... 71639.91 2357.0 2354.0 MA
54 MA601 20250915 2385.0 2405.0 ... 1188647.22 2386.0 2378.0 MA
55 MA602 20250915 2405.0 2416.0 ... 54150.44 2394.0 2394.0 MA
56 MA603 20250915 2407.0 2423.0 ... 320.68 2411.0 2402.0 MA
57 MA604 20250915 2401.0 2401.0 ... 4.80 2401.0 2403.0 MA
58 MA605 20250915 2390.0 2410.0 ... 89005.19 2394.0 2386.0 MA
59 MA606 20250915 2417.0 2417.0 ... 2.42 2417.0 2394.0 MA
60 MA607 20250915 2393.0 2400.0 ... 88.28 2386.0 2376.0 MA
61 MA608 20250915 2386.0 2387.0 ... 28.58 2381.0 2380.0 MA
62 MA609 20250915 2376.0 2382.0 ... 289.26 2371.0 2380.0 MA
63 OI511 20250915 10063.0 10091.0 ... 396029.62 10049.0 10090.0 OI
64 OI601 20250915 9883.0 9914.0 ... 2218323.28 9877.0 9904.0 OI
65 OI603 20250915 9698.0 9723.0 ... 2608.61 9697.0 9700.0 OI
66 OI605 20250915 9512.0 9555.0 ... 75130.21 9517.0 9523.0 OI
67 OI607 20250915 9469.0 9504.0 ... 398.06 9478.0 9481.0 OI
68 OI609 20250915 9483.0 9485.0 ... 255.31 9456.0 9481.0 OI
69 PF510 20250915 6354.0 6402.0 ... 20160.15 6366.0 6330.0 PF
70 PF511 20250915 6358.0 6398.0 ... 702762.08 6362.0 6324.0 PF
71 PF512 20250915 6348.0 6376.0 ... 450357.59 6340.0 6308.0 PF
72 PF601 20250915 6378.0 6410.0 ... 28751.09 6382.0 6350.0 PF
73 PF602 20250915 6392.0 6418.0 ... 73675.53 6390.0 6364.0 PF
74 PF603 20250915 6416.0 6416.0 ... 79.93 6394.0 6364.0 PF
75 PF604 20250915 6458.0 6460.0 ... 54.76 6444.0 6410.0 PF
76 PF605 20250915 6466.0 6466.0 ... 51.67 6460.0 6428.0 PF
77 PF606 20250915 6490.0 6490.0 ... 9.72 6480.0 6456.0 PF
78 PF607 20250915 6514.0 6514.0 ... 9.75 6502.0 6470.0 PF
79 PF608 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
81 PK510 20250915 7806.0 7818.0 ... 26131.80 7808.0 7822.0 PK
82 PK511 20250915 7764.0 7770.0 ... 482878.23 7752.0 7766.0 PK
83 PK512 20250915 7762.0 7780.0 ... 282723.80 7770.0 7772.0 PK
84 PK601 20250915 7794.0 7810.0 ... 38406.58 7798.0 7812.0 PK
85 PK603 20250915 7818.0 7846.0 ... 180.16 7834.0 7834.0 PK
86 PK604 20250915 7856.0 7858.0 ... 98.06 7846.0 7850.0 PK
87 PK605 20250915 7850.0 7858.0 ... 2163.00 7852.0 7854.0 PK
88 PL601 20250915 6428.0 6556.0 ... 50850.82 6434.0 6382.0 PL
89 PL602 20250915 6454.0 6479.0 ... 206.62 6457.0 6416.0 PL
90 PL603 20250915 6498.0 6498.0 ... 13.00 6498.0 6433.0 PL
91 PL604 20250915 6477.0 6477.0 ... 12.95 6477.0 6455.0 PL
92 PL605 20250915 6397.0 6397.0 ... 12.79 6397.0 6352.0 PL
93 PL606 20250915 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250915 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250915 5844.0 5872.0 ... 3575.66 5844.0 5804.0 PR
104 PR511 20250915 5830.0 5866.0 ... 328694.04 5838.0 5798.0 PR
105 PR512 20250915 5838.0 5874.0 ... 261110.92 5846.0 5806.0 PR
106 PR601 20250915 5822.0 5866.0 ... 96781.06 5844.0 5808.0 PR
107 PR602 20250915 5882.0 5890.0 ... 255.77 5880.0 5836.0 PR
108 PR603 20250915 5876.0 5888.0 ... 211.43 5874.0 5854.0 PR
109 PR604 20250915 5924.0 5924.0 ... 44.17 5890.0 5858.0 PR
110 PR605 20250915 5936.0 5936.0 ... 44.27 5904.0 5870.0 PR
111 PR606 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
112 PR607 20250915 5936.0 5936.0 ... 8.90 5936.0 5922.0 PR
113 PR608 20250915 0.0 0.0 ... 0.00 5934.0 5920.0 PR
114 PR609 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
115 PX510 20250915 6786.0 6838.0 ... 2199.23 6788.0 6708.0 PX
116 PX511 20250915 6748.0 6806.0 ... 533174.78 6762.0 6700.0 PX
117 PX512 20250915 6726.0 6766.0 ... 161716.09 6732.0 6672.0 PX
118 PX601 20250915 6698.0 6738.0 ... 113859.39 6712.0 6656.0 PX
119 PX602 20250915 6692.0 6728.0 ... 10348.24 6700.0 6644.0 PX
120 PX603 20250915 0.0 0.0 ... 0.00 6690.0 6640.0 PX
121 PX604 20250915 6714.0 6714.0 ... 10.07 6714.0 6668.0 PX
122 PX605 20250915 6688.0 6728.0 ... 629.53 6698.0 6650.0 PX
123 PX606 20250915 0.0 0.0 ... 0.00 6684.0 6668.0 PX
124 PX607 20250915 6736.0 6736.0 ... 3.37 6736.0 6660.0 PX
125 PX608 20250915 6748.0 6748.0 ... 3.37 6748.0 6646.0 PX
126 PX609 20250915 6744.0 6750.0 ... 13.49 6744.0 6646.0 PX
127 RI511 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250915 2532.0 2538.0 ... 20447.80 2516.0 2545.0 RM
134 RM601 20250915 2533.0 2534.0 ... 1009536.44 2509.0 2555.0 RM
135 RM603 20250915 2427.0 2432.0 ... 17391.21 2417.0 2441.0 RM
136 RM605 20250915 2408.0 2411.0 ... 161566.09 2399.0 2416.0 RM
137 RM607 20250915 2390.0 2395.0 ... 14537.16 2384.0 2398.0 RM
138 RM608 20250915 2493.0 2494.0 ... 1271.74 2484.0 2498.0 RM
139 RM609 20250915 2498.0 2498.0 ... 2390.04 2472.0 2498.0 RM
140 RS511 20250915 5230.0 5345.0 ... 73.54 5253.0 5152.0 RS
141 RS607 20250915 5519.0 5561.0 ... 116.46 5546.0 5543.0 RS
142 RS608 20250915 5599.0 5599.0 ... 178.03 5563.0 5555.0 RS
143 RS609 20250915 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250915 1201.0 1223.0 ... 34915.56 1209.0 1200.0 SA
145 SA511 20250915 1218.0 1238.0 ... 283060.12 1224.0 1214.0 SA
146 SA512 20250915 1279.0 1302.0 ... 154423.99 1287.0 1274.0 SA
147 SA601 20250915 1294.0 1314.0 ... 3679034.38 1298.0 1286.0 SA
148 SA602 20250915 1319.0 1342.0 ... 40580.10 1327.0 1315.0 SA
149 SA603 20250915 1328.0 1348.0 ... 3224.07 1332.0 1318.0 SA
150 SA604 20250915 1358.0 1384.0 ... 1130.23 1372.0 1358.0 SA
151 SA605 20250915 1370.0 1390.0 ... 117957.36 1375.0 1361.0 SA
152 SA606 20250915 1384.0 1399.0 ... 1488.77 1389.0 1369.0 SA
153 SA607 20250915 1387.0 1400.0 ... 3203.64 1392.0 1372.0 SA
154 SA608 20250915 1400.0 1414.0 ... 3761.14 1408.0 1389.0 SA
155 SA609 20250915 1405.0 1418.0 ... 7168.67 1411.0 1389.0 SA
156 SF510 20250915 5432.0 5524.0 ... 17459.90 5488.0 5446.0 SF
157 SF511 20250915 5606.0 5708.0 ... 566446.62 5660.0 5620.0 SF
158 SF512 20250915 5580.0 5670.0 ... 168663.47 5622.0 5576.0 SF
159 SF601 20250915 5574.0 5668.0 ... 174261.32 5628.0 5584.0 SF
160 SF602 20250915 5540.0 5628.0 ... 23965.68 5586.0 5542.0 SF
161 SF603 20250915 5736.0 5794.0 ... 89.26 5760.0 5698.0 SF
162 SF604 20250915 5726.0 5726.0 ... 2.86 5726.0 5732.0 SF
163 SF605 20250915 5682.0 5770.0 ... 2942.51 5730.0 5692.0 SF
164 SF606 20250915 5652.0 5732.0 ... 68.34 5696.0 5654.0 SF
165 SF607 20250915 5828.0 5878.0 ... 20.49 5856.0 5826.0 SF
166 SF608 20250915 5772.0 5804.0 ... 23.16 5790.0 5738.0 SF
167 SF609 20250915 5780.0 5804.0 ... 14.47 5788.0 5738.0 SF
168 SH510 20250915 2509.0 2528.0 ... 34125.08 2511.0 2533.0 SH
169 SH511 20250915 2535.0 2547.0 ... 683354.31 2528.0 2548.0 SH
170 SH512 20250915 2565.0 2576.0 ... 317701.37 2561.0 2573.0 SH
171 SH601 20250915 2559.0 2582.0 ... 2152792.74 2566.0 2567.0 SH
172 SH602 20250915 2581.0 2599.0 ... 18572.06 2584.0 2585.0 SH
173 SH603 20250915 2598.0 2616.0 ... 2311.28 2603.0 2600.0 SH
174 SH604 20250915 2645.0 2657.0 ... 151.00 2649.0 2644.0 SH
175 SH605 20250915 2648.0 2667.0 ... 12122.62 2653.0 2652.0 SH
176 SH606 20250915 2659.0 2676.0 ... 95.78 2661.0 2659.0 SH
177 SH607 20250915 2656.0 2672.0 ... 24.00 2666.0 2654.0 SH
178 SH608 20250915 2665.0 2681.0 ... 72.14 2672.0 2673.0 SH
179 SH609 20250915 2650.0 2683.0 ... 95.98 2666.0 2673.0 SH
180 SM510 20250915 5728.0 5820.0 ... 23472.81 5792.0 5746.0 SM
181 SM511 20250915 5866.0 5906.0 ... 295803.60 5864.0 5820.0 SM
182 SM512 20250915 5840.0 5914.0 ... 100712.45 5880.0 5828.0 SM
183 SM601 20250915 5830.0 5922.0 ... 541456.24 5884.0 5836.0 SM
184 SM602 20250915 5838.0 5920.0 ... 141499.19 5876.0 5830.0 SM
185 SM603 20250915 5844.0 5932.0 ... 47.20 5900.0 5858.0 SM
186 SM604 20250915 0.0 0.0 ... 0.00 5926.0 5878.0 SM
187 SM605 20250915 5880.0 5958.0 ... 6166.83 5918.0 5866.0 SM
188 SM606 20250915 5928.0 5932.0 ... 5.93 5930.0 5878.0 SM
189 SM607 20250915 5908.0 5950.0 ... 14.83 5934.0 5886.0 SM
190 SM608 20250915 5958.0 5980.0 ... 32.76 5956.0 5886.0 SM
191 SM609 20250915 5978.0 5980.0 ... 11.96 5980.0 5886.0 SM
192 SR511 20250915 5530.0 5570.0 ... 95695.22 5546.0 5550.0 SR
193 SR601 20250915 5535.0 5564.0 ... 827128.27 5545.0 5544.0 SR
194 SR603 20250915 5527.0 5548.0 ... 2334.32 5532.0 5529.0 SR
195 SR605 20250915 5519.0 5538.0 ... 38362.97 5521.0 5519.0 SR
196 SR607 20250915 5509.0 5534.0 ... 2257.04 5518.0 5515.0 SR
197 SR609 20250915 5551.0 5551.0 ... 1941.01 5530.0 5515.0 SR
198 TA510 20250915 4648.0 4674.0 ... 31704.41 4652.0 4616.0 TA
199 TA511 20250915 4654.0 4690.0 ... 374953.31 4664.0 4628.0 TA
200 TA512 20250915 4664.0 4700.0 ... 206066.17 4676.0 4638.0 TA
201 TA601 20250915 4678.0 4704.0 ... 1315250.22 4684.0 4648.0 TA
202 TA602 20250915 4680.0 4714.0 ... 18388.51 4694.0 4658.0 TA
203 TA603 20250915 4706.0 4716.0 ... 181.26 4708.0 4668.0 TA
204 TA604 20250915 4722.0 4722.0 ... 37.69 4712.0 4672.0 TA
205 TA605 20250915 4704.0 4736.0 ... 31497.76 4718.0 4686.0 TA
206 TA606 20250915 4722.0 4722.0 ... 4.72 4722.0 4692.0 TA
207 TA607 20250915 0.0 0.0 ... 0.00 4732.0 4710.0 TA
208 TA608 20250915 4766.0 4766.0 ... 2.38 4766.0 4718.0 TA
209 TA609 20250915 4764.0 4764.0 ... 56.78 4732.0 4718.0 TA
210 UR510 20250915 1586.0 1605.0 ... 8284.00 1596.0 1595.0 UR
211 UR511 20250915 1650.0 1671.0 ... 52655.07 1664.0 1650.0 UR
212 UR512 20250915 1656.0 1682.0 ... 14534.18 1675.0 1662.0 UR
213 UR601 20250915 1666.0 1688.0 ... 558323.98 1679.0 1667.0 UR
214 UR602 20250915 1674.0 1690.0 ... 572.46 1684.0 1669.0 UR
215 UR603 20250915 1723.0 1732.0 ... 127.85 1728.0 1715.0 UR
216 UR604 20250915 1724.0 1728.0 ... 20.71 1726.0 1718.0 UR
217 UR605 20250915 1716.0 1736.0 ... 17773.51 1729.0 1718.0 UR
218 UR606 20250915 1722.0 1735.0 ... 238.54 1729.0 1717.0 UR
219 UR607 20250915 1757.0 1765.0 ... 42.29 1762.0 1745.0 UR
220 UR608 20250915 1750.0 1761.0 ... 140.62 1758.0 1738.0 UR
221 UR609 20250915 1757.0 1757.0 ... 252.10 1751.0 1738.0 UR
222 WH511 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 16:29:31,215 - future_1d - INFO - ak.get_czce_daily('2025-09-15') done
2025-09-17 16:29:35,575 - future_1d - INFO - save future_daily 2025-09-15 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250916 ... 81090 80830 CU
1 1 CU2511 20250916 ... 81090 80830 CU
2 2 CU2512 20250916 ... 81090 80810 CU
3 3 CU2601 20250916 ... 81150 80800 CU
4 4 CU2602 20250916 ... 81190 80770 CU
5 5 CU2603 20250916 ... 81130 80760 CU
6 6 CU2604 20250916 ... 81120 80810 CU
7 7 CU2605 20250916 ... 80980 80830 CU
8 8 CU2606 20250916 ... 81080 80810 CU
9 9 CU2607 20250916 ... 81060 80760 CU
10 10 CU2608 20250916 ... 81100 80850 CU
11 11 CU2609 20250916 ... 81100 80850 CU
12 12 BC2510 20250916 ... 72020 71780 BC
13 13 BC2511 20250916 ... 72070 71830 BC
14 14 BC2512 20250916 ... 72120 71910 BC
15 15 BC2601 20250916 ... 72000 72000 BC
16 16 BC2602 20250916 ... 71650 71650 BC
17 17 BC2603 20250916 ... 71950 72000 BC
18 18 BC2604 20250916 ... 71550 71550 BC
19 19 BC2605 20250916 ... 71550 71550 BC
20 20 BC2606 20250916 ... 71500 71500 BC
21 21 BC2607 20250916 ... 71560 71560 BC
22 22 BC2608 20250916 ... 71550 71550 BC
23 23 BC2609 20250916 ... 71550 71550 BC
24 24 AL2510 20250916 ... 20990 21045 AL
25 25 AL2511 20250916 ... 21010 21045 AL
26 26 AL2512 20250916 ... 20985 21015 AL
27 27 AL2601 20250916 ... 20960 20985 AL
28 28 AL2602 20250916 ... 20965 20970 AL
29 29 AL2603 20250916 ... 20990 20980 AL
30 30 AL2604 20250916 ... 21015 21000 AL
31 31 AL2605 20250916 ... 21040 21005 AL
32 32 AL2606 20250916 ... 21005 21015 AL
33 33 AL2607 20250916 ... 21035 20990 AL
34 34 AL2608 20250916 ... 20965 20985 AL
35 35 AL2609 20250916 ... 20985 20985 AL
36 36 ZN2510 20250916 ... 22300 22305 ZN
37 37 ZN2511 20250916 ... 22315 22320 ZN
38 38 ZN2512 20250916 ... 22330 22335 ZN
39 39 ZN2601 20250916 ... 22360 22345 ZN
40 40 ZN2602 20250916 ... 22370 22360 ZN
41 41 ZN2603 20250916 ... 22370 22375 ZN
42 42 ZN2604 20250916 ... 22420 22400 ZN
43 43 ZN2605 20250916 ... 22430 22405 ZN
44 44 ZN2606 20250916 ... 22490 22420 ZN
45 45 ZN2607 20250916 ... 22460 22420 ZN
46 46 ZN2608 20250916 ... 22480 22440 ZN
47 47 ZN2609 20250916 ... 22450 22440 ZN
48 48 PB2510 20250916 ... 17080 17120 PB
49 49 PB2511 20250916 ... 17100 17140 PB
50 50 PB2512 20250916 ... 17105 17155 PB
51 51 PB2601 20250916 ... 17115 17155 PB
52 52 PB2602 20250916 ... 17120 17180 PB
53 53 PB2603 20250916 ... 17130 17190 PB
54 54 PB2604 20250916 ... 17205 17205 PB
55 55 PB2605 20250916 ... 17170 17175 PB
56 56 PB2606 20250916 ... 17105 17105 PB
57 57 PB2607 20250916 ... 17155 17155 PB
58 58 PB2608 20250916 ... 17165 17210 PB
59 59 PB2609 20250916 ... 17165 17210 PB
60 60 NI2510 20250916 ... 122790 122170 NI
61 61 NI2511 20250916 ... 122930 122380 NI
62 62 NI2512 20250916 ... 123120 122580 NI
63 63 NI2601 20250916 ... 123300 122810 NI
64 64 NI2602 20250916 ... 123650 122970 NI
65 65 NI2603 20250916 ... 123590 123430 NI
66 66 NI2604 20250916 ... 123800 123800 NI
67 67 NI2605 20250916 ... 124130 123750 NI
68 68 NI2606 20250916 ... 124360 123960 NI
69 69 NI2607 20250916 ... 124590 124160 NI
70 70 NI2608 20250916 ... 125030 124390 NI
71 71 NI2609 20250916 ... 124490 124390 NI
72 72 SN2510 20250916 ... 272740 273890 SN
73 73 SN2511 20250916 ... 273020 273950 SN
74 74 SN2512 20250916 ... 273040 273810 SN
75 75 SN2601 20250916 ... 273310 274030 SN
76 76 SN2602 20250916 ... 273130 273700 SN
77 77 SN2603 20250916 ... 273430 274260 SN
78 78 SN2604 20250916 ... 273380 274510 SN
79 79 SN2605 20250916 ... 273620 274580 SN
80 80 SN2606 20250916 ... 274060 274940 SN
81 81 SN2607 20250916 ... 275180 275260 SN
82 82 SN2608 20250916 ... 275620 275630 SN
83 83 SN2609 20250916 ... 275630 275630 SN
84 84 AO2510 20250916 ... 2957 2907 AO
85 85 AO2511 20250916 ... 2964 2910 AO
86 86 AO2512 20250916 ... 2979 2918 AO
87 87 AO2601 20250916 ... 2989 2926 AO
88 88 AO2602 20250916 ... 2996 2935 AO
89 89 AO2603 20250916 ... 3052 3002 AO
90 90 AO2604 20250916 ... 3063 3009 AO
91 91 AO2605 20250916 ... 3066 3015 AO
92 92 AO2606 20250916 ... 3077 3021 AO
93 93 AO2607 20250916 ... 3084 3031 AO
94 94 AO2608 20250916 ... 3091 3035 AO
95 95 AO2609 20250916 ... 3107 3035 AO
96 96 AD2511 20250916 ... 20505 20580 AD
97 97 AD2512 20250916 ... 20525 20600 AD
98 98 AD2601 20250916 ... 20550 20630 AD
99 99 AD2602 20250916 ... 20540 20620 AD
100 100 AD2603 20250916 ... 20500 20475 AD
101 101 AD2604 20250916 ... 20485 20485 AD
102 102 AD2605 20250916 ... 20520 20520 AD
103 103 AD2606 20250916 ... 20455 20455 AD
104 104 AD2607 20250916 ... 20510 20445 AD
105 105 AD2608 20250916 ... 20515 20515 AD
106 106 AD2609 20250916 ... 20515 20515 AD
107 107 AU2510 20250916 ... 838.12 832.56 AU
108 108 AU2511 20250916 ... 839.4 833.64 AU
109 109 AU2512 20250916 ... 840.76 834.9 AU
110 110 AU2602 20250916 ... 843.2 837.12 AU
111 111 AU2604 20250916 ... 845.18 839.42 AU
112 112 AU2606 20250916 ... 847.54 841.46 AU
113 113 AU2608 20250916 ... 850.08 844.46 AU
114 114 AU2610 20250916 ... 852.26 844.46 AU
115 115 AG2510 20250916 ... 10084 10028 AG
116 116 AG2511 20250916 ... 10095 10038 AG
117 117 AG2512 20250916 ... 10111 10052 AG
118 118 AG2601 20250916 ... 10121 10064 AG
119 119 AG2602 20250916 ... 10131 10075 AG
120 120 AG2603 20250916 ... 10146 10083 AG
121 121 AG2604 20250916 ... 10143 10097 AG
122 122 AG2605 20250916 ... 10175 10115 AG
123 123 AG2606 20250916 ... 10188 10126 AG
124 124 AG2607 20250916 ... 10204 10144 AG
125 125 AG2608 20250916 ... 10214 10159 AG
126 126 AG2609 20250916 ... 10233 10159 AG
127 127 RB2510 20250916 ... 3070 3037 RB
128 128 RB2511 20250916 ... 3089 3055 RB
129 129 RB2512 20250916 ... 3134 3102 RB
130 130 RB2601 20250916 ... 3166 3127 RB
131 131 RB2602 20250916 ... 3176 3135 RB
132 132 RB2603 20250916 ... 3193 3157 RB
133 133 RB2604 20250916 ... 3221 3171 RB
134 134 RB2605 20250916 ... 3234 3192 RB
135 135 RB2606 20250916 ... 3248 3207 RB
136 136 RB2607 20250916 ... 3263 3227 RB
137 137 RB2608 20250916 ... 3269 3235 RB
138 138 RB2609 20250916 ... 3277 3235 RB
139 139 WR2510 20250916 ... 3306 3289 WR
140 140 WR2511 20250916 ... 3302 3302 WR
141 141 WR2512 20250916 ... 3324 3324 WR
142 142 WR2601 20250916 ... 3357 3350 WR
143 143 WR2602 20250916 ... 3358 3358 WR
144 144 WR2603 20250916 ... 3395 3338 WR
145 145 WR2604 20250916 ... 3389 3389 WR
146 146 WR2605 20250916 ... 3414 3414 WR
147 147 WR2606 20250916 ... 3372 3372 WR
148 148 WR2607 20250916 ... 3390 3390 WR
149 149 WR2608 20250916 ... 3399 3399 WR
150 150 WR2609 20250916 ... 3581 3399 WR
151 151 HC2510 20250916 ... 3431 3393 HC
152 152 HC2511 20250916 ... 3420 3379 HC
153 153 HC2512 20250916 ... 3409 3372 HC
154 154 HC2601 20250916 ... 3403 3360 HC
155 155 HC2602 20250916 ... 3407 3362 HC
156 156 HC2603 20250916 ... 3405 3363 HC
157 157 HC2604 20250916 ... 3407 3365 HC
158 158 HC2605 20250916 ... 3410 3364 HC
159 159 HC2606 20250916 ... 3414 3369 HC
160 160 HC2607 20250916 ... 3420 3371 HC
161 161 HC2608 20250916 ... 3423 3377 HC
162 162 HC2609 20250916 ... 3419 3377 HC
163 163 SS2510 20250916 ... 12955 12915 SS
164 164 SS2511 20250916 ... 13055 13005 SS
165 165 SS2512 20250916 ... 13090 13045 SS
166 166 SS2601 20250916 ... 13155 13115 SS
167 167 SS2602 20250916 ... 13220 13130 SS
168 168 SS2603 20250916 ... 13250 13205 SS
169 169 SS2604 20250916 ... 13325 13235 SS
170 170 SS2605 20250916 ... 13410 13365 SS
171 171 SS2606 20250916 ... 13435 13425 SS
172 172 SS2607 20250916 ... 13450 13505 SS
173 173 SS2608 20250916 ... 13575 13515 SS
174 174 SS2609 20250916 ... 13605 13515 SS
175 175 SC2510 20250916 ... 492.1 488 SC
176 176 SC2511 20250916 ... 493.5 488.5 SC
177 177 SC2512 20250916 ... 491.1 487.6 SC
178 178 SC2601 20250916 ... 490.1 487.5 SC
179 179 SC2602 20250916 ... 488 487 SC
180 180 SC2603 20250916 ... 487.7 486.6 SC
181 181 SC2604 20250916 ... 486.4 485.9 SC
182 182 SC2605 20250916 ... 486.3 485.9 SC
183 183 SC2606 20250916 ... 485.6 485.8 SC
184 184 SC2607 20250916 ... 485.7 486.1 SC
185 185 SC2608 20250916 ... 484.2 482.4 SC
186 186 SC2609 20250916 ... 481.9 481.8 SC
187 187 SC2612 20250916 ... 479.8 475.4 SC
188 188 SC2703 20250916 ... 474.6 474.6 SC
189 189 SC2706 20250916 ... 474.7 474.7 SC
190 190 SC2709 20250916 ... 473.2 473.2 SC
191 191 SC2712 20250916 ... 472.1 472.1 SC
192 192 SC2803 20250916 ... 473.6 471.1 SC
193 193 SC2806 20250916 ... 471.1 466.7 SC
194 194 SC2809 20250916 ... 469 469 SC
195 195 LU2510 20250916 ... 3370 3332 LU
196 196 LU2511 20250916 ... 3396 3353 LU
197 197 LU2512 20250916 ... 3377 3346 LU
198 198 LU2601 20250916 ... 3369 3343 LU
199 199 LU2602 20250916 ... 3354 3333 LU
200 200 LU2603 20250916 ... 3350 3328 LU
201 201 LU2604 20250916 ... 3349 3323 LU
202 202 LU2605 20250916 ... 3341 3318 LU
203 203 LU2606 20250916 ... 3348 3317 LU
204 204 LU2607 20250916 ... 3342 3312 LU
205 205 LU2608 20250916 ... 3343 3320 LU
206 206 LU2609 20250916 ... 3336 3308 LU
207 207 FU2510 20250916 ... 2829 2820 FU
208 208 FU2511 20250916 ... 2830 2818 FU
209 209 FU2512 20250916 ... 2815 2801 FU
210 210 FU2601 20250916 ... 2799 2787 FU
211 211 FU2602 20250916 ... 2781 2777 FU
212 212 FU2603 20250916 ... 2771 2764 FU
213 213 FU2604 20250916 ... 2767 2755 FU
214 214 FU2605 20250916 ... 2751 2744 FU
215 215 FU2606 20250916 ... 2744 2736 FU
216 216 FU2607 20250916 ... 2730 2722 FU
217 217 FU2608 20250916 ... 2723 2717 FU
218 218 FU2609 20250916 ... 2703 2695 FU
219 219 BU2510 20250916 ... 3437 3416 BU
220 220 BU2511 20250916 ... 3425 3398 BU
221 221 BU2512 20250916 ... 3384 3363 BU
222 222 BU2601 20250916 ... 3367 3344 BU
223 223 BU2602 20250916 ... 3366 3343 BU
224 224 BU2603 20250916 ... 3355 3347 BU
225 225 BU2604 20250916 ... 3340 3338 BU
226 226 BU2605 20250916 ... 3359 3344 BU
227 227 BU2606 20250916 ... 3358 3344 BU
228 228 BU2607 20250916 ... 3353 3339 BU
229 229 BU2608 20250916 ... 3350 3321 BU
230 230 BU2609 20250916 ... 3345 3331 BU
231 231 BU2612 20250916 ... 3308 3296 BU
232 232 BU2703 20250916 ... 3311 3307 BU
233 233 BU2706 20250916 ... 3319 3308 BU
234 234 BU2709 20250916 ... 3308 3308 BU
235 235 BR2510 20250916 ... 11710 11630 BR
236 236 BR2511 20250916 ... 11670 11590 BR
237 237 BR2512 20250916 ... 11660 11595 BR
238 238 BR2601 20250916 ... 11670 11600 BR
239 239 BR2602 20250916 ... 11635 11570 BR
240 240 BR2603 20250916 ... 11680 11585 BR
241 241 BR2604 20250916 ... 11690 11690 BR
242 242 BR2605 20250916 ... 11735 11675 BR
243 243 BR2606 20250916 ... 11775 11725 BR
244 244 BR2607 20250916 ... 11885 11845 BR
245 245 BR2608 20250916 ... 11900 11770 BR
246 246 BR2609 20250916 ... 11770 11770 BR
247 247 RU2510 20250916 ... 15105 14980 RU
248 248 RU2511 20250916 ... 15050 14935 RU
249 249 RU2601 20250916 ... 16000 15870 RU
250 250 RU2603 20250916 ... 15990 15905 RU
251 251 RU2604 20250916 ... 15990 15840 RU
252 252 RU2605 20250916 ... 15985 15845 RU
253 253 RU2606 20250916 ... 16005 15865 RU
254 254 RU2607 20250916 ... 15915 15870 RU
255 255 RU2608 20250916 ... 16055 16065 RU
256 256 RU2609 20250916 ... 16070 16065 RU
257 257 NR2510 20250916 ... 12640 12555 NR
258 258 NR2511 20250916 ... 12690 12595 NR
259 259 NR2512 20250916 ... 12725 12645 NR
260 260 NR2601 20250916 ... 12755 12665 NR
261 261 NR2602 20250916 ... 12785 12700 NR
262 262 NR2603 20250916 ... 12780 12690 NR
263 263 NR2604 20250916 ... 12795 12710 NR
264 264 NR2605 20250916 ... 12825 12740 NR
265 265 NR2606 20250916 ... 12635 12635 NR
266 266 NR2607 20250916 ... 12655 12650 NR
267 267 NR2608 20250916 ... 12685 12685 NR
268 268 NR2609 20250916 ... 12685 12685 NR
269 269 SP2510 20250916 ... 5048 4992 SP
270 270 SP2511 20250916 ... 5074 5024 SP
271 271 SP2512 20250916 ... 5088 5042 SP
272 272 SP2601 20250916 ... 5348 5308 SP
273 273 SP2602 20250916 ... 5334 5286 SP
274 274 SP2603 20250916 ... 5340 5300 SP
275 275 SP2604 20250916 ... 5344 5316 SP
276 276 SP2605 20250916 ... 5354 5314 SP
277 277 SP2606 20250916 ... 5360 5322 SP
278 278 SP2607 20250916 ... 5358 5332 SP
279 279 SP2608 20250916 ... 5358 5330 SP
280 280 SP2609 20250916 ... 5370 5330 SP
281 281 OP2601 20250916 ... 4258 4214 OP
282 282 OP2602 20250916 ... 4256 4214 OP
283 283 OP2603 20250916 ... 4284 4226 OP
284 284 OP2604 20250916 ... 4272 4250 OP
285 285 OP2605 20250916 ... 4286 4222 OP
286 286 OP2606 20250916 ... 4268 4216 OP
287 287 OP2607 20250916 ... 4276 4240 OP
288 288 OP2608 20250916 ... 4292 4256 OP
289 289 OP2609 20250916 ... 4256 4256 OP
290 290 EC2510 20250916 ... 1189.6 1170.9 EC
291 291 EC2512 20250916 ... 1710.7 1640.3 EC
292 292 EC2602 20250916 ... 1583.1 1521 EC
293 293 EC2604 20250916 ... 1283.3 1250.1 EC
294 294 EC2606 20250916 ... 1459 1425.3 EC
295 295 EC2608 20250916 ... 1622 1596.5 EC
296 297 SC_TAS2510 20250916 ... SC_TAS
297 298 SC_TAS2511 20250916 ... SC_TAS
298 299 SC_TAS2512 20250916 ... SC_TAS
299 300 SC_TAS2601 20250916 ... SC_TAS
[300 rows x 13 columns]
2025-09-17 16:29:39,701 - future_1d - INFO - ak.get_shfe_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 SC2510 20250916 488.3 ... 492.1 488 SC
1 SC2511 20250916 489.1 ... 493.5 488.5 SC
2 SC2512 20250916 487.1 ... 491.1 487.6 SC
3 SC2601 20250916 487.1 ... 490.1 487.5 SC
4 SC2602 20250916 485.8 ... 488 487 SC
5 SC2603 20250916 485.2 ... 487.7 486.6 SC
6 SC2604 20250916 485.3 ... 486.4 485.9 SC
7 SC2605 20250916 486.9 ... 486.3 485.9 SC
8 SC2606 20250916 484.3 ... 485.6 485.8 SC
9 SC2607 20250916 484.9 ... 485.7 486.1 SC
10 SC2608 20250916 484.5 ... 484.2 482.4 SC
11 SC2609 20250916 482.5 ... 481.9 481.8 SC
12 SC2612 20250916 478.9 ... 479.8 475.4 SC
13 SC2703 20250916 ... 474.6 474.6 SC
14 SC2706 20250916 ... 474.7 474.7 SC
15 SC2709 20250916 ... 473.2 473.2 SC
16 SC2712 20250916 ... 472.1 472.1 SC
17 SC2803 20250916 473.6 ... 473.6 471.1 SC
18 SC2806 20250916 470.5 ... 471.1 466.7 SC
19 SC2809 20250916 ... 469 469 SC
21 LU2510 20250916 3350 ... 3370 3332 LU
22 LU2511 20250916 3378 ... 3396 3353 LU
23 LU2512 20250916 3356 ... 3377 3346 LU
24 LU2601 20250916 3352 ... 3369 3343 LU
25 LU2602 20250916 3349 ... 3354 3333 LU
26 LU2603 20250916 3346 ... 3350 3328 LU
27 LU2604 20250916 3350 ... 3349 3323 LU
28 LU2605 20250916 3341 ... 3341 3318 LU
29 LU2606 20250916 3343 ... 3348 3317 LU
30 LU2607 20250916 3346 ... 3342 3312 LU
31 LU2608 20250916 3335 ... 3343 3320 LU
32 LU2609 20250916 3323 ... 3336 3308 LU
34 NR2510 20250916 12675 ... 12640 12555 NR
35 NR2511 20250916 12705 ... 12690 12595 NR
36 NR2512 20250916 12745 ... 12725 12645 NR
37 NR2601 20250916 12765 ... 12755 12665 NR
38 NR2602 20250916 12775 ... 12785 12700 NR
39 NR2603 20250916 12770 ... 12780 12690 NR
40 NR2604 20250916 12795 ... 12795 12710 NR
41 NR2605 20250916 ... 12825 12740 NR
42 NR2606 20250916 ... 12635 12635 NR
43 NR2607 20250916 ... 12655 12650 NR
44 NR2608 20250916 ... 12685 12685 NR
45 NR2609 20250916 ... 12685 12685 NR
47 BC2510 20250916 71730 ... 72020 71780 BC
48 BC2511 20250916 71930 ... 72070 71830 BC
49 BC2512 20250916 72320 ... 72120 71910 BC
50 BC2601 20250916 ... 72000 72000 BC
51 BC2602 20250916 ... 71650 71650 BC
52 BC2603 20250916 71570 ... 71950 72000 BC
53 BC2604 20250916 ... 71550 71550 BC
54 BC2605 20250916 ... 71550 71550 BC
55 BC2606 20250916 ... 71500 71500 BC
56 BC2607 20250916 ... 71560 71560 BC
57 BC2608 20250916 ... 71550 71550 BC
58 BC2609 20250916 ... 71550 71550 BC
60 EC2510 20250916 1178 ... 1189.6 1170.9 EC
61 EC2512 20250916 1675.1 ... 1710.7 1640.3 EC
62 EC2602 20250916 1538.7 ... 1583.1 1521 EC
63 EC2604 20250916 1261 ... 1283.3 1250.1 EC
64 EC2606 20250916 1445.3 ... 1459 1425.3 EC
65 EC2608 20250916 1624 ... 1622 1596.5 EC
68 SC_TAS2510 20250916 ... SC_TAS
69 SC_TAS2511 20250916 ... SC_TAS
70 SC_TAS2512 20250916 ... SC_TAS
71 SC_TAS2601 20250916 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 16:29:39,775 - future_1d - INFO - ak.get_ine_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 IC2509 20250916 7140.000 ... 7162.000 7125.800 IC
1 IC2510 20250916 7072.000 ... 7103.600 7062.800 IC
2 IC2512 20250916 6971.000 ... 6994.200 6951.400 IC
3 IC2603 20250916 6817.800 ... 6836.200 6791.200 IC
4 IF2509 20250916 4542.000 ... 4517.000 4528.000 IF
5 IF2510 20250916 4531.600 ... 4507.000 4518.800 IF
6 IF2512 20250916 4510.000 ... 4486.600 4496.400 IF
7 IF2603 20250916 4481.800 ... 4462.600 4470.800 IF
8 IH2509 20250916 2968.200 ... 2950.400 2961.200 IH
9 IH2510 20250916 2970.000 ... 2949.400 2960.800 IH
10 IH2512 20250916 2969.000 ... 2950.800 2962.400 IH
11 IH2603 20250916 2971.000 ... 2954.600 2964.200 IH
12 IM2509 20250916 7391.000 ... 7454.000 7386.400 IM
13 IM2510 20250916 7311.400 ... 7384.200 7317.000 IM
14 IM2512 20250916 7172.200 ... 7232.200 7161.400 IM
15 IM2603 20250916 6960.000 ... 7026.800 6951.200 IM
16 T2512 20250916 107.680 ... 108.010 107.840 T
17 T2603 20250916 107.385 ... 107.685 107.525 T
18 T2606 20250916 107.215 ... 107.515 107.345 T
19 TF2512 20250916 105.600 ... 105.780 105.660 TF
20 TF2603 20250916 105.465 ... 105.650 105.540 TF
21 TF2606 20250916 105.360 ... 105.535 105.435 TF
22 TL2512 20250916 114.870 ... 115.520 115.480 TL
23 TL2603 20250916 114.640 ... 115.180 115.180 TL
24 TL2606 20250916 114.500 ... 115.120 115.100 TL
25 TS2512 20250916 102.360 ... 102.410 102.368 TS
26 TS2603 20250916 102.310 ... 102.346 102.312 TS
27 TS2606 20250916 102.270 ... 102.302 102.280 TS
[28 rows x 12 columns]
2025-09-17 16:29:40,061 - future_1d - INFO - ak.get_cffex_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 a2511 20250916 3935.0 ... 3934.00 3942.00 A
1 a2601 20250916 3938.0 ... 3937.00 3941.00 A
2 a2603 20250916 3943.0 ... 3943.00 3943.00 A
3 a2605 20250916 3996.0 ... 3984.00 3993.00 A
4 a2607 20250916 3988.0 ... 3990.00 3992.00 A
5 a2609 20250916 4004.0 ... 3998.00 4017.00 A
6 b2510 20250916 3695.0 ... 3704.00 3700.00 B
7 b2511 20250916 3731.0 ... 3745.00 3737.00 B
8 b2512 20250916 3766.0 ... 3778.00 3769.00 B
9 b2601 20250916 3756.0 ... 3765.00 3758.00 B
10 b2602 20250916 3742.0 ... 3748.00 3737.00 B
11 b2603 20250916 3695.0 ... 3701.00 3696.00 B
12 b2604 20250916 3591.0 ... 3589.00 3581.00 B
13 b2605 20250916 3515.0 ... 3519.00 3514.00 B
14 b2606 20250916 3492.0 ... 3489.00 3482.00 B
15 b2607 20250916 3486.0 ... 3488.00 3482.00 B
16 b2608 20250916 3583.0 ... 3586.00 3581.00 B
17 b2609 20250916 3610.0 ... 3607.00 3610.00 B
18 bb2511 20250916 142.0 ... 142.25 142.05 BB
19 bb2601 20250916 147.3 ... 147.30 146.60 BB
20 bb2603 20250916 147.0 ... 146.90 146.80 BB
21 bb2605 20250916 0.0 ... 141.90 141.85 BB
22 bb2607 20250916 0.0 ... 146.70 146.65 BB
23 bb2609 20250916 0.0 ... 146.70 146.65 BB
24 bz2603 20250916 6025.0 ... 6078.00 6021.00 BZ
25 bz2604 20250916 6048.0 ... 6069.00 6007.00 BZ
26 bz2605 20250916 6072.0 ... 6072.00 6039.00 BZ
27 bz2606 20250916 0.0 ... 6008.00 6008.00 BZ
28 bz2607 20250916 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250916 0.0 ... 5955.00 5955.00 BZ
30 c2511 20250916 2167.0 ... 2169.00 2178.00 C
31 c2601 20250916 2156.0 ... 2158.00 2159.00 C
32 c2603 20250916 2172.0 ... 2173.00 2176.00 C
33 c2605 20250916 2227.0 ... 2231.00 2232.00 C
34 c2607 20250916 2242.0 ... 2246.00 2247.00 C
35 c2609 20250916 2257.0 ... 2262.00 2258.00 C
36 cs2511 20250916 2444.0 ... 2445.00 2457.00 CS
37 cs2601 20250916 2471.0 ... 2475.00 2481.00 CS
38 cs2603 20250916 2488.0 ... 2485.00 2490.00 CS
39 cs2605 20250916 2570.0 ... 2568.00 2574.00 CS
40 cs2607 20250916 2580.0 ... 2575.00 2581.00 CS
41 cs2609 20250916 2592.0 ... 2592.00 2588.00 CS
42 eb2509 20250916 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250916 7108.0 ... 7158.00 7072.00 EB
44 eb2511 20250916 7104.0 ... 7170.00 7083.00 EB
45 eb2512 20250916 7112.0 ... 7175.00 7093.00 EB
46 eb2601 20250916 7135.0 ... 7195.00 7116.00 EB
47 eb2602 20250916 7167.0 ... 7216.00 7142.00 EB
48 eb2603 20250916 7212.0 ... 7237.00 7183.00 EB
49 eb2604 20250916 7272.0 ... 7272.00 7214.00 EB
50 eb2605 20250916 7264.0 ... 7288.00 7226.00 EB
51 eb2606 20250916 7297.0 ... 7297.00 7169.00 EB
52 eb2607 20250916 7297.0 ... 7314.00 7185.00 EB
53 eb2608 20250916 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250916 0.0 ... 4338.00 4338.00 EG
55 eg2510 20250916 4310.0 ... 4314.00 4308.00 EG
56 eg2511 20250916 4274.0 ... 4291.00 4274.00 EG
57 eg2512 20250916 4314.0 ... 4306.00 4268.00 EG
58 eg2601 20250916 4292.0 ... 4298.00 4277.00 EG
59 eg2602 20250916 4296.0 ... 4308.00 4269.00 EG
60 eg2603 20250916 4315.0 ... 4302.00 4278.00 EG
61 eg2604 20250916 4345.0 ... 4340.00 4317.00 EG
62 eg2605 20250916 4325.0 ... 4349.00 4327.00 EG
63 eg2606 20250916 0.0 ... 4332.00 4332.00 EG
64 eg2607 20250916 0.0 ... 4343.00 4358.00 EG
65 eg2608 20250916 0.0 ... 4402.00 4402.00 EG
66 fb2510 20250916 1275.0 ... 1269.00 1266.50 FB
67 fb2511 20250916 1262.0 ... 1257.00 1257.50 FB
68 fb2512 20250916 1272.0 ... 1263.50 1263.00 FB
69 fb2601 20250916 1260.0 ... 1255.50 1255.00 FB
70 fb2602 20250916 1249.5 ... 1249.50 1249.00 FB
71 fb2603 20250916 1249.0 ... 1250.50 1249.00 FB
72 fb2604 20250916 1252.0 ... 1252.00 1254.50 FB
73 fb2605 20250916 0.0 ... 1301.50 1301.50 FB
74 fb2606 20250916 0.0 ... 1330.00 1330.00 FB
75 fb2607 20250916 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250916 0.0 ... 1285.00 1285.00 FB
77 fb2609 20250916 0.0 ... 1296.00 1296.00 FB
78 i2510 20250916 817.5 ... 824.50 818.50 I
79 i2511 20250916 812.5 ... 819.00 810.50 I
80 i2512 20250916 806.5 ... 814.00 805.00 I
81 i2601 20250916 800.0 ... 805.50 797.00 I
82 i2602 20250916 793.0 ... 800.50 791.50 I
83 i2603 20250916 787.5 ... 795.00 786.00 I
84 i2604 20250916 783.0 ... 791.00 782.00 I
85 i2605 20250916 778.5 ... 783.50 775.00 I
86 i2606 20250916 771.5 ... 777.50 769.50 I
87 i2607 20250916 767.0 ... 773.50 765.50 I
88 i2608 20250916 762.5 ... 768.50 761.50 I
89 i2609 20250916 753.5 ... 764.00 757.50 I
90 j2510 20250916 1600.0 ... 1628.50 1564.50 J
91 j2511 20250916 1631.0 ... 1662.00 1600.00 J
92 j2512 20250916 1676.0 ... 1690.00 1629.50 J
93 j2601 20250916 1689.0 ... 1726.50 1664.50 J
94 j2602 20250916 1754.0 ... 1755.00 1684.00 J
95 j2603 20250916 0.0 ... 1721.50 1689.50 J
96 j2604 20250916 0.0 ... 1814.00 1758.00 J
97 j2605 20250916 1819.5 ... 1868.50 1809.00 J
98 j2606 20250916 1879.0 ... 1887.00 1806.00 J
99 j2607 20250916 1900.5 ... 1900.50 1810.00 J
100 j2608 20250916 1906.0 ... 1906.00 1817.50 J
101 j2609 20250916 1908.5 ... 1911.50 1845.00 J
102 jd2509 20250916 3201.0 ... 3265.00 3230.00 JD
103 jd2510 20250916 3141.0 ... 3116.00 3121.00 JD
104 jd2511 20250916 3150.0 ... 3132.00 3140.00 JD
105 jd2512 20250916 3240.0 ... 3232.00 3241.00 JD
106 jd2601 20250916 3370.0 ... 3382.00 3377.00 JD
107 jd2602 20250916 3123.0 ... 3121.00 3117.00 JD
108 jd2603 20250916 3133.0 ... 3133.00 3127.00 JD
109 jd2604 20250916 3304.0 ... 3308.00 3294.00 JD
110 jd2605 20250916 3402.0 ... 3422.00 3389.00 JD
111 jd2606 20250916 3205.0 ... 3228.00 3206.00 JD
112 jd2607 20250916 3460.0 ... 3476.00 3452.00 JD
113 jd2608 20250916 3898.0 ... 3905.00 3903.00 JD
114 jm2510 20250916 1005.0 ... 1037.00 993.50 JM
115 jm2511 20250916 1070.5 ... 1102.50 1054.00 JM
116 jm2512 20250916 1143.5 ... 1170.50 1115.50 JM
117 jm2601 20250916 1200.0 ... 1228.50 1172.00 JM
118 jm2602 20250916 1213.5 ... 1258.50 1200.00 JM
119 jm2603 20250916 1242.0 ... 1280.50 1222.50 JM
120 jm2604 20250916 1264.5 ... 1304.50 1240.00 JM
121 jm2605 20250916 1296.0 ... 1324.00 1264.50 JM
122 jm2606 20250916 1313.5 ... 1339.00 1274.50 JM
123 jm2607 20250916 1330.0 ... 1349.50 1279.00 JM
124 jm2608 20250916 1330.0 ... 1358.50 1290.00 JM
125 jm2609 20250916 1344.0 ... 1371.50 1292.00 JM
126 l2510 20250916 7138.0 ... 7177.00 7134.00 L
127 l2511 20250916 7184.0 ... 7209.00 7170.00 L
128 l2512 20250916 7222.0 ... 7239.00 7198.00 L
129 l2601 20250916 7232.0 ... 7260.00 7202.00 L
130 l2602 20250916 7226.0 ... 7246.00 7197.00 L
131 l2603 20250916 7255.0 ... 7262.00 7201.00 L
132 l2604 20250916 7268.0 ... 7284.00 7239.00 L
133 l2605 20250916 7244.0 ... 7284.00 7212.00 L
134 l2606 20250916 7270.0 ... 7283.00 7256.00 L
135 l2607 20250916 7280.0 ... 7296.00 7244.00 L
136 l2608 20250916 7288.0 ... 7306.00 7235.00 L
137 l2609 20250916 7256.0 ... 7299.00 7259.00 L
138 lg2509 20250916 762.5 ... 768.00 761.00 LG
139 lg2511 20250916 806.0 ... 806.50 799.50 LG
140 lg2601 20250916 824.0 ... 820.50 817.50 LG
141 lg2603 20250916 831.0 ... 826.50 824.00 LG
142 lg2605 20250916 838.0 ... 832.50 829.50 LG
143 lg2607 20250916 837.0 ... 833.00 834.00 LG
144 lh2509 20250916 13110.0 ... 13100.00 13100.00 LH
145 lh2511 20250916 13325.0 ... 13210.00 13200.00 LH
146 lh2601 20250916 13850.0 ... 13725.00 13660.00 LH
147 lh2603 20250916 13080.0 ... 13025.00 13005.00 LH
148 lh2605 20250916 13625.0 ... 13555.00 13510.00 LH
149 lh2607 20250916 14295.0 ... 14240.00 14220.00 LH
150 m2511 20250916 3013.0 ... 3015.00 3022.00 M
151 m2512 20250916 3062.0 ... 3064.00 3072.00 M
152 m2601 20250916 3046.0 ... 3046.00 3051.00 M
153 m2603 20250916 2991.0 ... 2986.00 2992.00 M
154 m2605 20250916 2806.0 ... 2807.00 2810.00 M
155 m2607 20250916 2784.0 ... 2786.00 2788.00 M
156 m2608 20250916 2912.0 ... 2912.00 2915.00 M
157 m2609 20250916 2921.0 ... 2918.00 2922.00 M
158 p2510 20250916 9352.0 ... 9406.00 9310.00 P
159 p2511 20250916 9392.0 ... 9432.00 9332.00 P
160 p2512 20250916 9428.0 ... 9462.00 9348.00 P
161 p2601 20250916 9442.0 ... 9484.00 9370.00 P
162 p2602 20250916 9400.0 ... 9434.00 9298.00 P
163 p2603 20250916 9342.0 ... 9404.00 9280.00 P
164 p2604 20250916 9344.0 ... 9326.00 9218.00 P
165 p2605 20250916 9190.0 ... 9242.00 9132.00 P
166 p2606 20250916 9106.0 ... 9126.00 9042.00 P
167 p2607 20250916 9036.0 ... 9020.00 8958.00 P
168 p2608 20250916 8946.0 ... 8954.00 8884.00 P
169 p2609 20250916 8856.0 ... 8882.00 8862.00 P
170 pg2509 20250916 0.0 ... 3750.00 3779.00 PG
171 pg2510 20250916 4514.0 ... 4494.00 4513.00 PG
172 pg2511 20250916 4459.0 ... 4440.00 4455.00 PG
173 pg2512 20250916 4393.0 ... 4377.00 4387.00 PG
174 pg2601 20250916 4323.0 ... 4313.00 4320.00 PG
175 pg2602 20250916 4259.0 ... 4242.00 4249.00 PG
176 pg2603 20250916 4175.0 ... 4151.00 4160.00 PG
177 pg2604 20250916 4490.0 ... 4476.00 4499.00 PG
178 pg2605 20250916 4402.0 ... 4385.00 4411.00 PG
179 pg2606 20250916 4339.0 ... 4323.00 4345.00 PG
180 pg2607 20250916 4276.0 ... 4270.00 4285.00 PG
181 pg2608 20250916 4214.0 ... 4204.00 4225.00 PG
182 pp2510 20250916 6876.0 ... 6887.00 6848.00 PP
183 pp2511 20250916 6899.0 ... 6922.00 6882.00 PP
184 pp2512 20250916 6935.0 ... 6959.00 6918.00 PP
185 pp2601 20250916 6970.0 ... 6992.00 6946.00 PP
186 pp2602 20250916 6951.0 ... 6966.00 6928.00 PP
187 pp2603 20250916 6962.0 ... 6958.00 6933.00 PP
188 pp2604 20250916 6968.0 ... 6979.00 6949.00 PP
189 pp2605 20250916 6980.0 ... 7010.00 6969.00 PP
190 pp2606 20250916 6956.0 ... 6966.00 6940.00 PP
191 pp2607 20250916 6939.0 ... 6945.00 6925.00 PP
192 pp2608 20250916 6929.0 ... 6944.00 6894.00 PP
193 pp2609 20250916 6968.0 ... 6976.00 6958.00 PP
194 rr2510 20250916 3592.0 ... 3594.00 3593.00 RR
195 rr2511 20250916 3600.0 ... 3602.00 3600.00 RR
196 rr2512 20250916 3601.0 ... 3598.00 3601.00 RR
197 rr2601 20250916 3616.0 ... 3617.00 3622.00 RR
198 rr2602 20250916 3601.0 ... 3597.00 3606.00 RR
199 rr2603 20250916 0.0 ... 3610.00 3613.00 RR
200 rr2604 20250916 3606.0 ... 3607.00 3617.00 RR
201 rr2605 20250916 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250916 0.0 ... 3597.00 3597.00 RR
203 rr2607 20250916 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250916 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250916 0.0 ... 3614.00 3614.00 RR
206 v2510 20250916 4810.0 ... 4849.00 4791.00 V
207 v2511 20250916 4848.0 ... 4882.00 4824.00 V
208 v2512 20250916 4892.0 ... 4921.00 4870.00 V
209 v2601 20250916 4934.0 ... 4964.00 4898.00 V
210 v2602 20250916 4968.0 ... 4998.00 4940.00 V
211 v2603 20250916 5004.0 ... 5028.00 4965.00 V
212 v2604 20250916 5220.0 ... 5233.00 5178.00 V
213 v2605 20250916 5231.0 ... 5270.00 5196.00 V
214 v2606 20250916 5278.0 ... 5302.00 5228.00 V
215 v2607 20250916 5294.0 ... 5327.00 5261.00 V
216 v2608 20250916 5322.0 ... 5368.00 5291.00 V
217 v2609 20250916 5349.0 ... 5384.00 5312.00 V
218 y2511 20250916 8414.0 ... 8446.00 8384.00 Y
219 y2512 20250916 8436.0 ... 8462.00 8404.00 Y
220 y2601 20250916 8398.0 ... 8418.00 8356.00 Y
221 y2603 20250916 8328.0 ... 8336.00 8274.00 Y
222 y2605 20250916 8090.0 ... 8122.00 8056.00 Y
223 y2607 20250916 8058.0 ... 8076.00 8010.00 Y
224 y2608 20250916 8120.0 ... 8078.00 8016.00 Y
225 y2609 20250916 8128.0 ... 8086.00 7998.00 Y
[226 rows x 12 columns]
2025-09-17 16:29:40,580 - future_1d - INFO - ak.get_dce_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 PS2510 20250916 54525.0 ... 54925.0 53505.0 PS
1 PS2511 20250916 55600.0 ... 54630.0 53400.0 PS
2 PS2512 20250916 57990.0 ... 57220.0 55890.0 PS
3 PS2601 20250916 57100.0 ... 57135.0 55780.0 PS
4 PS2602 20250916 57880.0 ... 57140.0 55835.0 PS
5 PS2603 20250916 57885.0 ... 57205.0 55620.0 PS
6 PS2604 20250916 57915.0 ... 57330.0 55840.0 PS
7 PS2605 20250916 57085.0 ... 57310.0 55975.0 PS
8 PS2606 20250916 59000.0 ... 59625.0 58160.0 PS
9 PS2607 20250916 59810.0 ... 59850.0 58285.0 PS
10 PS2608 20250916 59100.0 ... 59695.0 58340.0 PS
11 PS2609 20250916 60425.0 ... 59740.0 57875.0 PS
13 SI2510 20250916 8905.0 ... 8950.0 8755.0 SI
14 SI2511 20250916 9000.0 ... 8970.0 8840.0 SI
15 SI2512 20250916 9500.0 ... 9360.0 9215.0 SI
16 SI2601 20250916 9350.0 ... 9350.0 9205.0 SI
17 SI2602 20250916 9285.0 ... 9385.0 9175.0 SI
18 SI2603 20250916 9340.0 ... 9355.0 9215.0 SI
19 SI2604 20250916 9360.0 ... 9360.0 9215.0 SI
20 SI2605 20250916 9365.0 ... 9370.0 9220.0 SI
21 SI2606 20250916 9385.0 ... 9350.0 9220.0 SI
22 SI2607 20250916 9390.0 ... 9355.0 9260.0 SI
23 SI2608 20250916 9520.0 ... 9380.0 9290.0 SI
24 SI2609 20250916 9440.0 ... 9345.0 9245.0 SI
27 LC2510 20250916 74000.0 ... 73500.0 72160.0 LC
28 LC2511 20250916 73900.0 ... 73620.0 72240.0 LC
29 LC2512 20250916 74440.0 ... 73920.0 72420.0 LC
30 LC2601 20250916 74500.0 ... 73800.0 72420.0 LC
31 LC2602 20250916 74580.0 ... 73720.0 72480.0 LC
32 LC2603 20250916 74500.0 ... 73660.0 72340.0 LC
33 LC2604 20250916 74560.0 ... 74280.0 72720.0 LC
34 LC2605 20250916 74100.0 ... 74240.0 72780.0 LC
35 LC2606 20250916 74860.0 ... 74280.0 72540.0 LC
36 LC2607 20250916 74000.0 ... 73980.0 72520.0 LC
37 LC2608 20250916 74060.0 ... 73740.0 72540.0 LC
38 LC2609 20250916 73920.0 ... 73900.0 72440.0 LC
[36 rows x 12 columns]
2025-09-17 16:29:40,778 - future_1d - INFO - ak.get_gfex_daily('2025-09-16') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250916 8431.0 8450.0 ... 47638.33 8421.0 8404.0 AP
1 AP511 20250916 8252.0 8252.0 ... 4879.68 8201.0 8213.0 AP
2 AP512 20250916 8223.0 8228.0 ... 1025.60 8205.0 8231.0 AP
3 AP601 20250916 8336.0 8336.0 ... 426432.76 8271.0 8310.0 AP
4 AP603 20250916 8176.0 8195.0 ... 416.21 8161.0 8220.0 AP
5 AP604 20250916 8165.0 8175.0 ... 73.50 8167.0 8215.0 AP
6 AP605 20250916 8261.0 8267.0 ... 2327.63 8225.0 8266.0 AP
7 CF511 20250916 13735.0 13805.0 ... 237565.10 13755.0 13740.0 CF
8 CF601 20250916 13875.0 13950.0 ... 1422412.34 13900.0 13885.0 CF
9 CF603 20250916 13835.0 13915.0 ... 1664.41 13870.0 13845.0 CF
10 CF605 20250916 13845.0 13910.0 ... 111549.27 13860.0 13850.0 CF
11 CF607 20250916 13845.0 13915.0 ... 1431.06 13895.0 13865.0 CF
12 CF609 20250916 13975.0 14060.0 ... 175.44 14035.0 13975.0 CF
13 CJ512 20250916 10855.0 10920.0 ... 3226.79 10790.0 10865.0 CJ
14 CJ601 20250916 10900.0 10950.0 ... 675279.37 10830.0 10905.0 CJ
15 CJ603 20250916 10935.0 10985.0 ... 10832.01 10860.0 10960.0 CJ
16 CJ605 20250916 11030.0 11080.0 ... 123247.95 10960.0 11040.0 CJ
17 CJ607 20250916 11180.0 11210.0 ... 1926.72 11105.0 11180.0 CJ
18 CJ609 20250916 11355.0 11400.0 ... 495.11 11250.0 11385.0 CJ
19 CY510 20250916 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250916 19855.0 20070.0 ... 120659.98 19965.0 19890.0 CY
21 CY512 20250916 19405.0 19405.0 ... 9.70 19405.0 19635.0 CY
22 CY601 20250916 19930.0 20020.0 ... 3157.64 19985.0 19910.0 CY
23 CY602 20250916 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250916 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250916 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250916 20195.0 20195.0 ... 20.17 20170.0 20065.0 CY
27 CY606 20250916 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250916 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250916 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250916 20940.0 20940.0 ... 30.81 20540.0 20160.0 CY
31 FG510 20250916 1100.0 1120.0 ... 28626.35 1109.0 1084.0 FG
32 FG511 20250916 1108.0 1127.0 ... 232450.33 1117.0 1092.0 FG
33 FG512 20250916 1220.0 1245.0 ... 116419.79 1234.0 1197.0 FG
34 FG601 20250916 1222.0 1249.0 ... 6281365.12 1236.0 1193.0 FG
35 FG602 20250916 1268.0 1296.0 ... 52701.41 1285.0 1239.0 FG
36 FG603 20250916 1270.0 1299.0 ... 2992.31 1290.0 1247.0 FG
37 FG604 20250916 1318.0 1347.0 ... 818.41 1337.0 1300.0 FG
38 FG605 20250916 1318.0 1347.0 ... 137737.04 1336.0 1296.0 FG
39 FG606 20250916 1348.0 1376.0 ... 1109.80 1367.0 1329.0 FG
40 FG607 20250916 1345.0 1370.0 ... 2596.69 1361.0 1324.0 FG
41 FG608 20250916 1359.0 1394.0 ... 2231.84 1385.0 1349.0 FG
42 FG609 20250916 1351.0 1393.0 ... 4226.76 1382.0 1341.0 FG
43 JR511 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250916 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250916 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250916 2297.0 2313.0 ... 13087.24 2298.0 2290.0 MA
52 MA511 20250916 2329.0 2342.0 ... 156365.92 2331.0 2318.0 MA
53 MA512 20250916 2372.0 2384.0 ... 96924.29 2376.0 2357.0 MA
54 MA601 20250916 2398.0 2408.0 ... 1248841.43 2394.0 2386.0 MA
55 MA602 20250916 2408.0 2423.0 ... 31872.10 2414.0 2394.0 MA
56 MA603 20250916 2425.0 2437.0 ... 315.69 2428.0 2411.0 MA
57 MA604 20250916 2428.0 2437.0 ... 58.39 2433.0 2401.0 MA
58 MA605 20250916 2407.0 2424.0 ... 82466.24 2412.0 2394.0 MA
59 MA606 20250916 2422.0 2423.0 ... 12.11 2422.0 2417.0 MA
60 MA607 20250916 2401.0 2409.0 ... 100.76 2399.0 2386.0 MA
61 MA608 20250916 2397.0 2402.0 ... 11.97 2394.0 2381.0 MA
62 MA609 20250916 2371.0 2396.0 ... 1193.43 2382.0 2371.0 MA
63 OI511 20250916 10096.0 10230.0 ... 559308.68 10154.0 10049.0 OI
64 OI601 20250916 9918.0 10063.0 ... 3499778.27 9981.0 9877.0 OI
65 OI603 20250916 9707.0 9828.0 ... 6705.93 9733.0 9697.0 OI
66 OI605 20250916 9517.0 9604.0 ... 224491.13 9516.0 9517.0 OI
67 OI607 20250916 9467.0 9559.0 ... 5254.93 9468.0 9478.0 OI
68 OI609 20250916 9438.0 9532.0 ... 3192.58 9446.0 9456.0 OI
69 PF510 20250916 6344.0 6408.0 ... 14417.59 6378.0 6366.0 PF
70 PF511 20250916 6340.0 6406.0 ... 643537.61 6380.0 6362.0 PF
71 PF512 20250916 6322.0 6384.0 ... 388107.66 6364.0 6340.0 PF
72 PF601 20250916 6374.0 6424.0 ... 28244.74 6400.0 6382.0 PF
73 PF602 20250916 6378.0 6430.0 ... 60187.29 6406.0 6390.0 PF
74 PF603 20250916 6392.0 6434.0 ... 51.36 6420.0 6394.0 PF
75 PF604 20250916 6428.0 6476.0 ... 25.81 6454.0 6444.0 PF
76 PF605 20250916 6474.0 6474.0 ... 9.69 6458.0 6460.0 PF
77 PF606 20250916 0.0 0.0 ... 0.00 6480.0 6480.0 PF
78 PF607 20250916 0.0 0.0 ... 0.00 6502.0 6502.0 PF
79 PF608 20250916 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250916 6580.0 6580.0 ... 6.58 6580.0 6504.0 PF
81 PK510 20250916 7808.0 7826.0 ... 20245.18 7800.0 7808.0 PK
82 PK511 20250916 7720.0 7812.0 ... 572845.33 7766.0 7752.0 PK
83 PK512 20250916 7762.0 7838.0 ... 190587.58 7798.0 7770.0 PK
84 PK601 20250916 7790.0 7840.0 ... 74875.55 7820.0 7798.0 PK
85 PK603 20250916 7828.0 7864.0 ... 188.23 7844.0 7834.0 PK
86 PK604 20250916 7856.0 7870.0 ... 35.38 7862.0 7846.0 PK
87 PK605 20250916 7854.0 7882.0 ... 5056.75 7864.0 7852.0 PK
88 PL601 20250916 6441.0 6483.0 ... 36887.25 6458.0 6434.0 PL
89 PL602 20250916 6498.0 6510.0 ... 181.48 6482.0 6457.0 PL
90 PL603 20250916 0.0 0.0 ... 0.00 6498.0 6498.0 PL
91 PL604 20250916 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250916 6419.0 6435.0 ... 38.57 6428.0 6397.0 PL
93 PL606 20250916 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250916 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250916 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250916 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250916 5844.0 5890.0 ... 2507.76 5866.0 5844.0 PR
104 PR511 20250916 5824.0 5888.0 ... 300113.97 5860.0 5838.0 PR
105 PR512 20250916 5840.0 5892.0 ... 196645.47 5866.0 5846.0 PR
106 PR601 20250916 5836.0 5888.0 ... 85588.42 5860.0 5844.0 PR
107 PR602 20250916 5880.0 5914.0 ... 159.20 5896.0 5880.0 PR
108 PR603 20250916 5890.0 5924.0 ... 115.18 5908.0 5874.0 PR
109 PR604 20250916 0.0 0.0 ... 0.00 5896.0 5890.0 PR
110 PR605 20250916 0.0 0.0 ... 0.00 5904.0 5904.0 PR
111 PR606 20250916 0.0 0.0 ... 0.00 5936.0 5920.0 PR
112 PR607 20250916 0.0 0.0 ... 0.00 5944.0 5936.0 PR
113 PR608 20250916 0.0 0.0 ... 0.00 5946.0 5934.0 PR
114 PR609 20250916 0.0 0.0 ... 0.00 5924.0 5920.0 PR
115 PX510 20250916 6802.0 6830.0 ... 9955.59 6804.0 6788.0 PX
116 PX511 20250916 6758.0 6832.0 ... 588431.51 6788.0 6762.0 PX
117 PX512 20250916 6732.0 6802.0 ... 184748.39 6758.0 6732.0 PX
118 PX601 20250916 6708.0 6770.0 ... 160816.95 6734.0 6712.0 PX
119 PX602 20250916 6702.0 6764.0 ... 33250.17 6728.0 6700.0 PX
120 PX603 20250916 6742.0 6742.0 ... 3.37 6742.0 6690.0 PX
121 PX604 20250916 6760.0 6760.0 ... 3.38 6760.0 6714.0 PX
122 PX605 20250916 6698.0 6750.0 ... 177.90 6714.0 6698.0 PX
123 PX606 20250916 0.0 0.0 ... 0.00 6698.0 6684.0 PX
124 PX607 20250916 6736.0 6736.0 ... 84.20 6736.0 6736.0 PX
125 PX608 20250916 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250916 6722.0 6722.0 ... 3.36 6722.0 6744.0 PX
127 RI511 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250916 2512.0 2545.0 ... 17263.52 2531.0 2516.0 RM
134 RM601 20250916 2504.0 2533.0 ... 714729.48 2517.0 2509.0 RM
135 RM603 20250916 2415.0 2433.0 ... 6123.34 2423.0 2417.0 RM
136 RM605 20250916 2394.0 2408.0 ... 95398.24 2400.0 2399.0 RM
137 RM607 20250916 2380.0 2393.0 ... 9153.32 2385.0 2384.0 RM
138 RM608 20250916 2478.0 2490.0 ... 484.36 2484.0 2484.0 RM
139 RM609 20250916 2468.0 2476.0 ... 575.67 2471.0 2472.0 RM
140 RS511 20250916 5303.0 5330.0 ... 47.75 5306.0 5253.0 RS
141 RS607 20250916 5581.0 5640.0 ... 111.09 5555.0 5546.0 RS
142 RS608 20250916 5586.0 5586.0 ... 133.35 5556.0 5563.0 RS
143 RS609 20250916 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250916 1226.0 1257.0 ... 28596.58 1244.0 1209.0 SA
145 SA511 20250916 1238.0 1270.0 ... 498157.01 1258.0 1224.0 SA
146 SA512 20250916 1305.0 1338.0 ... 318681.85 1324.0 1287.0 SA
147 SA601 20250916 1320.0 1352.0 ... 5275792.91 1337.0 1298.0 SA
148 SA602 20250916 1340.0 1379.0 ... 115822.53 1366.0 1327.0 SA
149 SA603 20250916 1345.0 1384.0 ... 5821.64 1369.0 1332.0 SA
150 SA604 20250916 1382.0 1422.0 ... 2327.09 1409.0 1372.0 SA
151 SA605 20250916 1385.0 1427.0 ... 215884.11 1415.0 1375.0 SA
152 SA606 20250916 1405.0 1433.0 ... 1656.73 1418.0 1389.0 SA
153 SA607 20250916 1397.0 1435.0 ... 3919.79 1420.0 1392.0 SA
154 SA608 20250916 1410.0 1450.0 ... 4517.40 1426.0 1408.0 SA
155 SA609 20250916 1416.0 1458.0 ... 11335.41 1443.0 1411.0 SA
156 SF510 20250916 5572.0 5604.0 ... 13665.49 5572.0 5488.0 SF
157 SF511 20250916 5764.0 5794.0 ... 606574.67 5752.0 5660.0 SF
158 SF512 20250916 5722.0 5754.0 ... 135265.68 5724.0 5622.0 SF
159 SF601 20250916 5722.0 5750.0 ... 229624.81 5716.0 5628.0 SF
160 SF602 20250916 5672.0 5706.0 ... 35318.60 5670.0 5586.0 SF
161 SF603 20250916 5864.0 5874.0 ... 38.06 5856.0 5760.0 SF
162 SF604 20250916 5854.0 5862.0 ... 32.17 5850.0 5726.0 SF
163 SF605 20250916 5820.0 5858.0 ... 3726.56 5824.0 5730.0 SF
164 SF606 20250916 5762.0 5820.0 ... 72.29 5784.0 5696.0 SF
165 SF607 20250916 5900.0 5952.0 ... 100.96 5940.0 5856.0 SF
166 SF608 20250916 5878.0 5908.0 ... 41.25 5894.0 5790.0 SF
167 SF609 20250916 5884.0 5910.0 ... 35.37 5896.0 5788.0 SF
168 SH510 20250916 2492.0 2529.0 ... 35619.56 2506.0 2511.0 SH
169 SH511 20250916 2523.0 2557.0 ... 607466.03 2535.0 2528.0 SH
170 SH512 20250916 2571.0 2602.0 ... 252676.23 2584.0 2561.0 SH
171 SH601 20250916 2576.0 2612.0 ... 2665136.55 2592.0 2566.0 SH
172 SH602 20250916 2599.0 2633.0 ... 125925.89 2614.0 2584.0 SH
173 SH603 20250916 2616.0 2651.0 ... 4414.34 2637.0 2603.0 SH
174 SH604 20250916 2663.0 2696.0 ... 337.72 2680.0 2649.0 SH
175 SH605 20250916 2656.0 2707.0 ... 24698.88 2689.0 2653.0 SH
176 SH606 20250916 2700.0 2715.0 ... 113.69 2707.0 2661.0 SH
177 SH607 20250916 2701.0 2705.0 ... 89.08 2699.0 2666.0 SH
178 SH608 20250916 2710.0 2710.0 ... 24.32 2702.0 2672.0 SH
179 SH609 20250916 2686.0 2716.0 ... 348.43 2701.0 2666.0 SH
180 SM510 20250916 5840.0 5884.0 ... 23489.15 5850.0 5792.0 SM
181 SM511 20250916 5934.0 5974.0 ... 506627.48 5940.0 5864.0 SM
182 SM512 20250916 5932.0 5982.0 ... 101306.79 5948.0 5880.0 SM
183 SM601 20250916 5950.0 5996.0 ... 656513.97 5962.0 5884.0 SM
184 SM602 20250916 5966.0 5994.0 ... 364998.35 5960.0 5876.0 SM
185 SM603 20250916 5970.0 6006.0 ... 337.32 5970.0 5900.0 SM
186 SM604 20250916 5984.0 5992.0 ... 8.98 5990.0 5926.0 SM
187 SM605 20250916 5990.0 6026.0 ... 14076.30 6000.0 5918.0 SM
188 SM606 20250916 6004.0 6018.0 ... 62.84 5986.0 5930.0 SM
189 SM607 20250916 5990.0 6032.0 ... 132.25 6012.0 5934.0 SM
190 SM608 20250916 6010.0 6042.0 ... 63.31 6030.0 5956.0 SM
191 SM609 20250916 6054.0 6062.0 ... 255.39 6010.0 5980.0 SM
192 SR511 20250916 5553.0 5572.0 ... 124230.82 5549.0 5546.0 SR
193 SR601 20250916 5557.0 5572.0 ... 1012615.35 5555.0 5545.0 SR
194 SR603 20250916 5537.0 5559.0 ... 2405.65 5543.0 5532.0 SR
195 SR605 20250916 5530.0 5548.0 ... 53655.44 5532.0 5521.0 SR
196 SR607 20250916 5530.0 5542.0 ... 2538.15 5530.0 5518.0 SR
197 SR609 20250916 5538.0 5555.0 ... 2782.47 5543.0 5530.0 SR
198 TA510 20250916 4646.0 4684.0 ... 33683.31 4662.0 4652.0 TA
199 TA511 20250916 4654.0 4700.0 ... 367365.00 4676.0 4664.0 TA
200 TA512 20250916 4668.0 4712.0 ... 190297.82 4692.0 4676.0 TA
201 TA601 20250916 4674.0 4716.0 ... 1501777.37 4692.0 4684.0 TA
202 TA602 20250916 4690.0 4726.0 ... 18753.38 4704.0 4694.0 TA
203 TA603 20250916 4726.0 4738.0 ... 40.07 4714.0 4708.0 TA
204 TA604 20250916 4736.0 4736.0 ... 51.90 4718.0 4712.0 TA
205 TA605 20250916 4716.0 4756.0 ... 49832.20 4732.0 4718.0 TA
206 TA606 20250916 4750.0 4750.0 ... 2.38 4750.0 4722.0 TA
207 TA607 20250916 4756.0 4770.0 ... 14.28 4760.0 4732.0 TA
208 TA608 20250916 4756.0 4778.0 ... 11.92 4770.0 4766.0 TA
209 TA609 20250916 4770.0 4792.0 ... 54.94 4778.0 4732.0 TA
210 UR510 20250916 1608.0 1608.0 ... 3982.44 1597.0 1596.0 UR
211 UR511 20250916 1683.0 1688.0 ... 52944.57 1672.0 1664.0 UR
212 UR512 20250916 1689.0 1696.0 ... 13165.23 1683.0 1675.0 UR
213 UR601 20250916 1700.0 1704.0 ... 437831.60 1691.0 1679.0 UR
214 UR602 20250916 1693.0 1706.0 ... 369.61 1695.0 1684.0 UR
215 UR603 20250916 1744.0 1744.0 ... 76.45 1737.0 1728.0 UR
216 UR604 20250916 1738.0 1738.0 ... 24.31 1736.0 1726.0 UR
217 UR605 20250916 1746.0 1750.0 ... 14370.06 1740.0 1729.0 UR
218 UR606 20250916 1745.0 1745.0 ... 166.89 1738.0 1729.0 UR
219 UR607 20250916 1770.0 1775.0 ... 183.87 1768.0 1762.0 UR
220 UR608 20250916 1766.0 1768.0 ... 45.86 1764.0 1758.0 UR
221 UR609 20250916 1769.0 1770.0 ... 228.61 1759.0 1751.0 UR
222 WH511 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 16:29:41,120 - future_1d - INFO - ak.get_czce_daily('2025-09-16') done
2025-09-17 16:29:47,688 - future_1d - INFO - save future_daily 2025-09-16 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250917 ... 80720 81090 CU
1 1 CU2511 20250917 ... 80750 81090 CU
2 2 CU2512 20250917 ... 80730 81090 CU
3 3 CU2601 20250917 ... 80730 81150 CU
4 4 CU2602 20250917 ... 80720 81190 CU
5 5 CU2603 20250917 ... 80730 81130 CU
6 6 CU2604 20250917 ... 80700 81120 CU
7 7 CU2605 20250917 ... 80830 80980 CU
8 8 CU2606 20250917 ... 80700 81080 CU
9 9 CU2607 20250917 ... 80680 81060 CU
10 10 CU2608 20250917 ... 80600 81100 CU
11 11 CU2609 20250917 ... 80650 81100 CU
12 12 BC2510 20250917 ... 71650 72020 BC
13 13 BC2511 20250917 ... 71640 72070 BC
14 14 BC2512 20250917 ... 71670 72120 BC
15 15 BC2601 20250917 ... 72000 72000 BC
16 16 BC2602 20250917 ... 71650 71650 BC
17 17 BC2603 20250917 ... 71950 71950 BC
18 18 BC2604 20250917 ... 71550 71550 BC
19 19 BC2605 20250917 ... 71550 71550 BC
20 20 BC2606 20250917 ... 71500 71500 BC
21 21 BC2607 20250917 ... 71560 71560 BC
22 22 BC2608 20250917 ... 71550 71550 BC
23 23 BC2609 20250917 ... 71550 71550 BC
24 24 AL2510 20250917 ... 20965 20990 AL
25 25 AL2511 20250917 ... 20980 21010 AL
26 26 AL2512 20250917 ... 20965 20985 AL
27 27 AL2601 20250917 ... 20940 20960 AL
28 28 AL2602 20250917 ... 20930 20965 AL
29 29 AL2603 20250917 ... 20935 20990 AL
30 30 AL2604 20250917 ... 20955 21015 AL
31 31 AL2605 20250917 ... 20965 21040 AL
32 32 AL2606 20250917 ... 20960 21005 AL
33 33 AL2607 20250917 ... 20950 21035 AL
34 34 AL2608 20250917 ... 20960 20965 AL
35 35 AL2609 20250917 ... 21010 20985 AL
36 36 ZN2510 20250917 ... 22280 22300 ZN
37 37 ZN2511 20250917 ... 22285 22315 ZN
38 38 ZN2512 20250917 ... 22300 22330 ZN
39 39 ZN2601 20250917 ... 22330 22360 ZN
40 40 ZN2602 20250917 ... 22370 22370 ZN
41 41 ZN2603 20250917 ... 22360 22370 ZN
42 42 ZN2604 20250917 ... 22410 22420 ZN
43 43 ZN2605 20250917 ... 22410 22430 ZN
44 44 ZN2606 20250917 ... 22445 22490 ZN
45 45 ZN2607 20250917 ... 22465 22460 ZN
46 46 ZN2608 20250917 ... 22460 22480 ZN
47 47 ZN2609 20250917 ... 22475 22450 ZN
48 48 PB2510 20250917 ... 17080 17080 PB
49 49 PB2511 20250917 ... 17095 17100 PB
50 50 PB2512 20250917 ... 17105 17105 PB
51 51 PB2601 20250917 ... 17115 17115 PB
52 52 PB2602 20250917 ... 17125 17120 PB
53 53 PB2603 20250917 ... 17190 17130 PB
54 54 PB2604 20250917 ... 17195 17205 PB
55 55 PB2605 20250917 ... 17170 17170 PB
56 56 PB2606 20250917 ... 17145 17105 PB
57 57 PB2607 20250917 ... 17150 17155 PB
58 58 PB2608 20250917 ... 17220 17165 PB
59 59 PB2609 20250917 ... 17220 17165 PB
60 60 NI2510 20250917 ... 122030 122790 NI
61 61 NI2511 20250917 ... 122160 122930 NI
62 62 NI2512 20250917 ... 122290 123120 NI
63 63 NI2601 20250917 ... 122520 123300 NI
64 64 NI2602 20250917 ... 122720 123650 NI
65 65 NI2603 20250917 ... 122830 123590 NI
66 66 NI2604 20250917 ... 122970 123800 NI
67 67 NI2605 20250917 ... 123320 124130 NI
68 68 NI2606 20250917 ... 123320 124360 NI
69 69 NI2607 20250917 ... 123610 124590 NI
70 70 NI2608 20250917 ... 124070 125030 NI
71 71 NI2609 20250917 ... 124300 124490 NI
72 72 SN2510 20250917 ... 273090 272740 SN
73 73 SN2511 20250917 ... 273310 273020 SN
74 74 SN2512 20250917 ... 273260 273040 SN
75 75 SN2601 20250917 ... 272970 273310 SN
76 76 SN2602 20250917 ... 273360 273130 SN
77 77 SN2603 20250917 ... 272790 273430 SN
78 78 SN2604 20250917 ... 274190 273380 SN
79 79 SN2605 20250917 ... 273160 273620 SN
80 80 SN2606 20250917 ... 272960 274060 SN
81 81 SN2607 20250917 ... 273500 275180 SN
82 82 SN2608 20250917 ... 273820 275620 SN
83 83 SN2609 20250917 ... 274140 275630 SN
84 84 AO2510 20250917 ... 2917 2957 AO
85 85 AO2511 20250917 ... 2920 2964 AO
86 86 AO2512 20250917 ... 2934 2979 AO
87 87 AO2601 20250917 ... 2941 2989 AO
88 88 AO2602 20250917 ... 2947 2996 AO
89 89 AO2603 20250917 ... 3018 3052 AO
90 90 AO2604 20250917 ... 3022 3063 AO
91 91 AO2605 20250917 ... 3027 3066 AO
92 92 AO2606 20250917 ... 3035 3077 AO
93 93 AO2607 20250917 ... 3050 3084 AO
94 94 AO2608 20250917 ... 3051 3091 AO
95 95 AO2609 20250917 ... 3069 3107 AO
96 96 AD2511 20250917 ... 20480 20505 AD
97 97 AD2512 20250917 ... 20515 20525 AD
98 98 AD2601 20250917 ... 20540 20550 AD
99 99 AD2602 20250917 ... 20540 20540 AD
100 100 AD2603 20250917 ... 20500 20500 AD
101 101 AD2604 20250917 ... 20485 20485 AD
102 102 AD2605 20250917 ... 20520 20520 AD
103 103 AD2606 20250917 ... 20455 20455 AD
104 104 AD2607 20250917 ... 20510 20510 AD
105 105 AD2608 20250917 ... 20515 20515 AD
106 106 AD2609 20250917 ... 20515 20515 AD
107 107 AU2510 20250917 ... 839 838.12 AU
108 108 AU2511 20250917 ... 839.9 839.4 AU
109 109 AU2512 20250917 ... 841.3 840.76 AU
110 110 AU2602 20250917 ... 843.8 843.2 AU
111 111 AU2604 20250917 ... 846.48 845.18 AU
112 112 AU2606 20250917 ... 848.26 847.54 AU
113 113 AU2608 20250917 ... 850.82 850.08 AU
114 114 AU2610 20250917 ... 853.12 852.26 AU
115 115 AG2510 20250917 ... 10014 10084 AG
116 116 AG2511 20250917 ... 10025 10095 AG
117 117 AG2512 20250917 ... 10030 10111 AG
118 118 AG2601 20250917 ... 10048 10121 AG
119 119 AG2602 20250917 ... 10059 10131 AG
120 120 AG2603 20250917 ... 10069 10146 AG
121 121 AG2604 20250917 ... 10087 10143 AG
122 122 AG2605 20250917 ... 10088 10175 AG
123 123 AG2606 20250917 ... 10098 10188 AG
124 124 AG2607 20250917 ... 10116 10204 AG
125 125 AG2608 20250917 ... 10136 10214 AG
126 126 AG2609 20250917 ... 10132 10233 AG
127 127 RB2510 20250917 ... 3061 3070 RB
128 128 RB2511 20250917 ... 3080 3089 RB
129 129 RB2512 20250917 ... 3133 3134 RB
130 130 RB2601 20250917 ... 3155 3166 RB
131 131 RB2602 20250917 ... 3157 3176 RB
132 132 RB2603 20250917 ... 3180 3193 RB
133 133 RB2604 20250917 ... 3206 3221 RB
134 134 RB2605 20250917 ... 3226 3234 RB
135 135 RB2606 20250917 ... 3241 3248 RB
136 136 RB2607 20250917 ... 3258 3263 RB
137 137 RB2608 20250917 ... 3258 3269 RB
138 138 RB2609 20250917 ... 3270 3277 RB
139 139 WR2510 20250917 ... 3288 3306 WR
140 140 WR2511 20250917 ... 3302 3302 WR
141 141 WR2512 20250917 ... 3324 3324 WR
142 142 WR2601 20250917 ... 3349 3357 WR
143 143 WR2602 20250917 ... 3358 3358 WR
144 144 WR2603 20250917 ... 3395 3395 WR
145 145 WR2604 20250917 ... 3389 3389 WR
146 146 WR2605 20250917 ... 3414 3414 WR
147 147 WR2606 20250917 ... 3372 3372 WR
148 148 WR2607 20250917 ... 3390 3390 WR
149 149 WR2608 20250917 ... 3399 3399 WR
150 150 WR2609 20250917 ... 3558 3581 WR
151 151 HC2510 20250917 ... 3413 3431 HC
152 152 HC2511 20250917 ... 3401 3420 HC
153 153 HC2512 20250917 ... 3391 3409 HC
154 154 HC2601 20250917 ... 3384 3403 HC
155 155 HC2602 20250917 ... 3390 3407 HC
156 156 HC2603 20250917 ... 3385 3405 HC
157 157 HC2604 20250917 ... 3388 3407 HC
158 158 HC2605 20250917 ... 3395 3410 HC
159 159 HC2606 20250917 ... 3394 3414 HC
160 160 HC2607 20250917 ... 3407 3420 HC
161 161 HC2608 20250917 ... 3410 3423 HC
162 162 HC2609 20250917 ... 3412 3419 HC
163 163 SS2510 20250917 ... 12825 12955 SS
164 164 SS2511 20250917 ... 12935 13055 SS
165 165 SS2512 20250917 ... 12980 13090 SS
166 166 SS2601 20250917 ... 13055 13155 SS
167 167 SS2602 20250917 ... 13115 13220 SS
168 168 SS2603 20250917 ... 13165 13250 SS
169 169 SS2604 20250917 ... 13245 13325 SS
170 170 SS2605 20250917 ... 13320 13410 SS
171 171 SS2606 20250917 ... 13350 13435 SS
172 172 SS2607 20250917 ... 13405 13450 SS
173 173 SS2608 20250917 ... 13445 13575 SS
174 174 SS2609 20250917 ... 13515 13605 SS
175 175 SC2510 20250917 ... 498.4 492.1 SC
176 176 SC2511 20250917 ... 499.8 493.5 SC
177 177 SC2512 20250917 ... 496.8 491.1 SC
178 178 SC2601 20250917 ... 494.7 490.1 SC
179 179 SC2602 20250917 ... 492.1 488 SC
180 180 SC2603 20250917 ... 491.8 487.7 SC
181 181 SC2604 20250917 ... 490.3 486.4 SC
182 182 SC2605 20250917 ... 490.5 486.3 SC
183 183 SC2606 20250917 ... 489.4 485.6 SC
184 184 SC2607 20250917 ... 488.3 485.7 SC
185 185 SC2608 20250917 ... 487.5 484.2 SC
186 186 SC2609 20250917 ... 484 481.9 SC
187 187 SC2612 20250917 ... 481 479.8 SC
188 188 SC2703 20250917 ... 475.1 474.6 SC
189 189 SC2706 20250917 ... 476.8 474.7 SC
190 190 SC2709 20250917 ... 473.2 473.2 SC
191 191 SC2712 20250917 ... 473.7 472.1 SC
192 192 SC2803 20250917 ... 473.6 473.6 SC
193 193 SC2806 20250917 ... 473 471.1 SC
194 194 SC2809 20250917 ... 469 469 SC
195 195 LU2510 20250917 ... 3422 3370 LU
196 196 LU2511 20250917 ... 3447 3396 LU
197 197 LU2512 20250917 ... 3429 3377 LU
198 198 LU2601 20250917 ... 3421 3369 LU
199 199 LU2602 20250917 ... 3410 3354 LU
200 200 LU2603 20250917 ... 3387 3350 LU
201 201 LU2604 20250917 ... 3389 3349 LU
202 202 LU2605 20250917 ... 3388 3341 LU
203 203 LU2606 20250917 ... 3399 3348 LU
204 204 LU2607 20250917 ... 3379 3342 LU
205 205 LU2608 20250917 ... 3378 3343 LU
206 206 LU2609 20250917 ... 3360 3336 LU
207 207 FU2510 20250917 ... 2857 2829 FU
208 208 FU2511 20250917 ... 2863 2830 FU
209 209 FU2512 20250917 ... 2847 2815 FU
210 210 FU2601 20250917 ... 2833 2799 FU
211 211 FU2602 20250917 ... 2812 2781 FU
212 212 FU2603 20250917 ... 2803 2771 FU
213 213 FU2604 20250917 ... 2796 2767 FU
214 214 FU2605 20250917 ... 2785 2751 FU
215 215 FU2606 20250917 ... 2774 2744 FU
216 216 FU2607 20250917 ... 2754 2730 FU
217 217 FU2608 20250917 ... 2746 2723 FU
218 218 FU2609 20250917 ... 2723 2703 FU
219 219 BU2510 20250917 ... 3448 3437 BU
220 220 BU2511 20250917 ... 3439 3425 BU
221 221 BU2512 20250917 ... 3401 3384 BU
222 222 BU2601 20250917 ... 3382 3367 BU
223 223 BU2602 20250917 ... 3380 3366 BU
224 224 BU2603 20250917 ... 3383 3355 BU
225 225 BU2604 20250917 ... 3375 3340 BU
226 226 BU2605 20250917 ... 3374 3359 BU
227 227 BU2606 20250917 ... 3374 3358 BU
228 228 BU2607 20250917 ... 3363 3353 BU
229 229 BU2608 20250917 ... 3367 3350 BU
230 230 BU2609 20250917 ... 3357 3345 BU
231 231 BU2612 20250917 ... 3321 3308 BU
232 232 BU2703 20250917 ... 3325 3311 BU
233 233 BU2706 20250917 ... 3325 3319 BU
234 234 BU2709 20250917 ... 3314 3308 BU
235 235 BR2510 20250917 ... 11665 11710 BR
236 236 BR2511 20250917 ... 11620 11670 BR
237 237 BR2512 20250917 ... 11620 11660 BR
238 238 BR2601 20250917 ... 11625 11670 BR
239 239 BR2602 20250917 ... 11605 11635 BR
240 240 BR2603 20250917 ... 11640 11680 BR
241 241 BR2604 20250917 ... 11670 11690 BR
242 242 BR2605 20250917 ... 11635 11735 BR
243 243 BR2606 20250917 ... 11775 11775 BR
244 244 BR2607 20250917 ... 11880 11885 BR
245 245 BR2608 20250917 ... 11855 11900 BR
246 246 BR2609 20250917 ... 11780 11770 BR
247 247 RU2510 20250917 ... 15015 15105 RU
248 248 RU2511 20250917 ... 14960 15050 RU
249 249 RU2601 20250917 ... 15900 16000 RU
250 250 RU2603 20250917 ... 15860 15990 RU
251 251 RU2604 20250917 ... 15830 15990 RU
252 252 RU2605 20250917 ... 15885 15985 RU
253 253 RU2606 20250917 ... 15875 16005 RU
254 254 RU2607 20250917 ... 15960 15915 RU
255 255 RU2608 20250917 ... 15965 16055 RU
256 256 RU2609 20250917 ... 15975 16070 RU
257 257 NR2510 20250917 ... 12570 12640 NR
258 258 NR2511 20250917 ... 12595 12690 NR
259 259 NR2512 20250917 ... 12630 12725 NR
260 260 NR2601 20250917 ... 12660 12755 NR
261 261 NR2602 20250917 ... 12650 12785 NR
262 262 NR2603 20250917 ... 12635 12780 NR
263 263 NR2604 20250917 ... 12665 12795 NR
264 264 NR2605 20250917 ... 12670 12825 NR
265 265 NR2606 20250917 ... 12635 12635 NR
266 266 NR2607 20250917 ... 12655 12655 NR
267 267 NR2608 20250917 ... 12685 12685 NR
268 268 NR2609 20250917 ... 12685 12685 NR
269 269 SP2510 20250917 ... 5030 5048 SP
270 270 SP2511 20250917 ... 5054 5074 SP
271 271 SP2512 20250917 ... 5068 5088 SP
272 272 SP2601 20250917 ... 5344 5348 SP
273 273 SP2602 20250917 ... 5328 5334 SP
274 274 SP2603 20250917 ... 5342 5340 SP
275 275 SP2604 20250917 ... 5346 5344 SP
276 276 SP2605 20250917 ... 5356 5354 SP
277 277 SP2606 20250917 ... 5362 5360 SP
278 278 SP2607 20250917 ... 5366 5358 SP
279 279 SP2608 20250917 ... 5372 5358 SP
280 280 SP2609 20250917 ... 5368 5370 SP
281 281 OP2601 20250917 ... 4258 4258 OP
282 282 OP2602 20250917 ... 4256 4256 OP
283 283 OP2603 20250917 ... 4260 4284 OP
284 284 OP2604 20250917 ... 4278 4272 OP
285 285 OP2605 20250917 ... 4280 4286 OP
286 286 OP2606 20250917 ... 4252 4268 OP
287 287 OP2607 20250917 ... 4262 4276 OP
288 288 OP2608 20250917 ... 4272 4292 OP
289 289 OP2609 20250917 ... 4256 4256 OP
290 290 EC2510 20250917 ... 1129.4 1189.6 EC
291 291 EC2512 20250917 ... 1665.3 1710.7 EC
292 292 EC2602 20250917 ... 1572.8 1583.1 EC
293 293 EC2604 20250917 ... 1278.3 1283.3 EC
294 294 EC2606 20250917 ... 1460.7 1459 EC
295 295 EC2608 20250917 ... 1618.6 1622 EC
296 296 SC_TAS2510 20250917 ... SC_TAS
297 297 SC_TAS2511 20250917 ... SC_TAS
298 298 SC_TAS2512 20250917 ... SC_TAS
299 299 SC_TAS2601 20250917 ... SC_TAS
[300 rows x 13 columns]
2025-09-17 16:29:51,405 - future_1d - INFO - ak.get_shfe_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 SC2510 20250917 498.6 ... 498.4 492.1 SC
1 SC2511 20250917 499.5 ... 499.8 493.5 SC
2 SC2512 20250917 496 ... 496.8 491.1 SC
3 SC2601 20250917 495.5 ... 494.7 490.1 SC
4 SC2602 20250917 492.5 ... 492.1 488 SC
5 SC2603 20250917 491.5 ... 491.8 487.7 SC
6 SC2604 20250917 490.2 ... 490.3 486.4 SC
7 SC2605 20250917 489.8 ... 490.5 486.3 SC
8 SC2606 20250917 487 ... 489.4 485.6 SC
9 SC2607 20250917 488 ... 488.3 485.7 SC
10 SC2608 20250917 487.5 ... 487.5 484.2 SC
11 SC2609 20250917 484 ... 484 481.9 SC
12 SC2612 20250917 481.4 ... 481 479.8 SC
13 SC2703 20250917 ... 475.1 474.6 SC
14 SC2706 20250917 ... 476.8 474.7 SC
15 SC2709 20250917 ... 473.2 473.2 SC
16 SC2712 20250917 473.7 ... 473.7 472.1 SC
17 SC2803 20250917 ... 473.6 473.6 SC
18 SC2806 20250917 474.8 ... 473 471.1 SC
19 SC2809 20250917 ... 469 469 SC
21 LU2510 20250917 3387 ... 3422 3370 LU
22 LU2511 20250917 3425 ... 3447 3396 LU
23 LU2512 20250917 3418 ... 3429 3377 LU
24 LU2601 20250917 3391 ... 3421 3369 LU
25 LU2602 20250917 3384 ... 3410 3354 LU
26 LU2603 20250917 3375 ... 3387 3350 LU
27 LU2604 20250917 3374 ... 3389 3349 LU
28 LU2605 20250917 3378 ... 3388 3341 LU
29 LU2606 20250917 3390 ... 3399 3348 LU
30 LU2607 20250917 3369 ... 3379 3342 LU
31 LU2608 20250917 3370 ... 3378 3343 LU
32 LU2609 20250917 3361 ... 3360 3336 LU
34 NR2510 20250917 12675 ... 12570 12640 NR
35 NR2511 20250917 12715 ... 12595 12690 NR
36 NR2512 20250917 12750 ... 12630 12725 NR
37 NR2601 20250917 12740 ... 12660 12755 NR
38 NR2602 20250917 12770 ... 12650 12785 NR
39 NR2603 20250917 12755 ... 12635 12780 NR
40 NR2604 20250917 12765 ... 12665 12795 NR
41 NR2605 20250917 12735 ... 12670 12825 NR
42 NR2606 20250917 ... 12635 12635 NR
43 NR2607 20250917 ... 12655 12655 NR
44 NR2608 20250917 ... 12685 12685 NR
45 NR2609 20250917 ... 12685 12685 NR
47 BC2510 20250917 71940 ... 71650 72020 BC
48 BC2511 20250917 72050 ... 71640 72070 BC
49 BC2512 20250917 71670 ... 71670 72120 BC
50 BC2601 20250917 ... 72000 72000 BC
51 BC2602 20250917 ... 71650 71650 BC
52 BC2603 20250917 ... 71950 71950 BC
53 BC2604 20250917 ... 71550 71550 BC
54 BC2605 20250917 ... 71550 71550 BC
55 BC2606 20250917 ... 71500 71500 BC
56 BC2607 20250917 ... 71560 71560 BC
57 BC2608 20250917 ... 71550 71550 BC
58 BC2609 20250917 ... 71550 71550 BC
60 EC2510 20250917 1150 ... 1129.4 1189.6 EC
61 EC2512 20250917 1664 ... 1665.3 1710.7 EC
62 EC2602 20250917 1588 ... 1572.8 1583.1 EC
63 EC2604 20250917 1283.7 ... 1278.3 1283.3 EC
64 EC2606 20250917 1460 ... 1460.7 1459 EC
65 EC2608 20250917 1620 ... 1618.6 1622 EC
68 SC_TAS2510 20250917 ... SC_TAS
69 SC_TAS2511 20250917 ... SC_TAS
70 SC_TAS2512 20250917 ... SC_TAS
71 SC_TAS2601 20250917 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 16:29:51,471 - future_1d - INFO - ak.get_ine_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 IC2509 20250917 7151.000 ... 7244.200 7162.000 IC
1 IC2510 20250917 7120.000 ... 7186.400 7103.600 IC
2 IC2512 20250917 6990.000 ... 7068.600 6994.200 IC
3 IC2603 20250917 6835.200 ... 6904.600 6836.200 IC
4 IF2509 20250917 4518.000 ... 4548.400 4517.000 IF
5 IF2510 20250917 4505.000 ... 4538.200 4507.000 IF
6 IF2512 20250917 4493.800 ... 4514.600 4486.600 IF
7 IF2603 20250917 4466.600 ... 4488.200 4462.600 IF
8 IH2509 20250917 2951.200 ... 2953.600 2950.400 IH
9 IH2510 20250917 2952.800 ... 2952.000 2949.400 IH
10 IH2512 20250917 2953.200 ... 2952.800 2950.800 IH
11 IH2603 20250917 2955.000 ... 2956.200 2954.600 IH
12 IM2509 20250917 7453.000 ... 7544.200 7454.000 IM
13 IM2510 20250917 7395.000 ... 7477.800 7384.200 IM
14 IM2512 20250917 7248.000 ... 7324.000 7232.200 IM
15 IM2603 20250917 7039.000 ... 7119.600 7026.800 IM
16 T2512 20250917 107.985 ... 108.135 108.010 T
17 T2603 20250917 107.660 ... 107.845 107.685 T
18 T2606 20250917 107.475 ... 107.670 107.515 T
19 TF2512 20250917 105.760 ... 105.870 105.780 TF
20 TF2603 20250917 105.645 ... 105.730 105.650 TF
21 TF2606 20250917 105.560 ... 105.645 105.535 TF
22 TL2512 20250917 115.440 ... 115.820 115.520 TL
23 TL2603 20250917 115.180 ... 115.490 115.180 TL
24 TL2606 20250917 115.020 ... 115.420 115.120 TL
25 TS2512 20250917 102.406 ... 102.450 102.410 TS
26 TS2603 20250917 102.334 ... 102.366 102.346 TS
27 TS2606 20250917 102.296 ... 102.324 102.302 TS
[28 rows x 12 columns]
2025-09-17 16:29:51,723 - future_1d - INFO - ak.get_cffex_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 a2511 20250917 3924.00 ... 3914.00 3934.00 A
1 a2601 20250917 3933.00 ... 3919.00 3937.00 A
2 a2603 20250917 3938.00 ... 3924.00 3943.00 A
3 a2605 20250917 3981.00 ... 3964.00 3984.00 A
4 a2607 20250917 3984.00 ... 3970.00 3990.00 A
5 a2609 20250917 3993.00 ... 3976.00 3998.00 A
6 b2510 20250917 3705.00 ... 3689.00 3704.00 B
7 b2511 20250917 3734.00 ... 3705.00 3745.00 B
8 b2512 20250917 3774.00 ... 3748.00 3778.00 B
9 b2601 20250917 3772.00 ... 3741.00 3765.00 B
10 b2602 20250917 3750.00 ... 3725.00 3748.00 B
11 b2603 20250917 3699.00 ... 3682.00 3701.00 B
12 b2604 20250917 3590.00 ... 3577.00 3589.00 B
13 b2605 20250917 3520.00 ... 3508.00 3519.00 B
14 b2606 20250917 3489.00 ... 3482.00 3489.00 B
15 b2607 20250917 3488.00 ... 3484.00 3488.00 B
16 b2608 20250917 3588.00 ... 3582.00 3586.00 B
17 b2609 20250917 3613.00 ... 3591.00 3607.00 B
18 bb2511 20250917 142.35 ... 142.30 142.25 BB
19 bb2601 20250917 146.95 ... 146.95 147.30 BB
20 bb2603 20250917 0.00 ... 146.90 146.90 BB
21 bb2605 20250917 0.00 ... 141.60 141.90 BB
22 bb2607 20250917 0.00 ... 146.40 146.70 BB
23 bb2609 20250917 0.00 ... 146.40 146.70 BB
24 bz2603 20250917 6090.00 ... 6069.00 6078.00 BZ
25 bz2604 20250917 6069.00 ... 6046.00 6069.00 BZ
26 bz2605 20250917 0.00 ... 6072.00 6072.00 BZ
27 bz2606 20250917 0.00 ... 6008.00 6008.00 BZ
28 bz2607 20250917 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250917 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250917 2166.00 ... 2163.00 2169.00 C
31 c2601 20250917 2153.00 ... 2155.00 2158.00 C
32 c2603 20250917 2166.00 ... 2166.00 2173.00 C
33 c2605 20250917 2226.00 ... 2226.00 2231.00 C
34 c2607 20250917 2243.00 ... 2240.00 2246.00 C
35 c2609 20250917 2256.00 ... 2254.00 2262.00 C
36 cs2511 20250917 2442.00 ... 2448.00 2445.00 CS
37 cs2601 20250917 2467.00 ... 2471.00 2475.00 CS
38 cs2603 20250917 2477.00 ... 2479.00 2485.00 CS
39 cs2605 20250917 2564.00 ... 2562.00 2568.00 CS
40 cs2607 20250917 2568.00 ... 2567.00 2575.00 CS
41 cs2609 20250917 2585.00 ... 2585.00 2592.00 CS
42 eb2509 20250917 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250917 7175.00 ... 7159.00 7158.00 EB
44 eb2511 20250917 7197.00 ... 7176.00 7170.00 EB
45 eb2512 20250917 7195.00 ... 7182.00 7175.00 EB
46 eb2601 20250917 7195.00 ... 7200.00 7195.00 EB
47 eb2602 20250917 7219.00 ... 7220.00 7216.00 EB
48 eb2603 20250917 7254.00 ... 7240.00 7237.00 EB
49 eb2604 20250917 7276.00 ... 7273.00 7272.00 EB
50 eb2605 20250917 7295.00 ... 7288.00 7288.00 EB
51 eb2606 20250917 0.00 ... 7297.00 7297.00 EB
52 eb2607 20250917 0.00 ... 7314.00 7314.00 EB
53 eb2608 20250917 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250917 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250917 4309.00 ... 4312.00 4314.00 EG
56 eg2511 20250917 4287.00 ... 4280.00 4291.00 EG
57 eg2512 20250917 4287.00 ... 4273.00 4306.00 EG
58 eg2601 20250917 4283.00 ... 4289.00 4298.00 EG
59 eg2602 20250917 4293.00 ... 4295.00 4308.00 EG
60 eg2603 20250917 4294.00 ... 4298.00 4302.00 EG
61 eg2604 20250917 4343.00 ... 4340.00 4340.00 EG
62 eg2605 20250917 4341.00 ... 4340.00 4349.00 EG
63 eg2606 20250917 4354.00 ... 4348.00 4332.00 EG
64 eg2607 20250917 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250917 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250917 1269.50 ... 1268.50 1269.00 FB
67 fb2511 20250917 1251.50 ... 1251.00 1257.00 FB
68 fb2512 20250917 1262.50 ... 1259.50 1263.50 FB
69 fb2601 20250917 1253.00 ... 1253.50 1255.50 FB
70 fb2602 20250917 1249.50 ... 1248.50 1249.50 FB
71 fb2603 20250917 1249.00 ... 1249.00 1250.50 FB
72 fb2604 20250917 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250917 0.00 ... 1301.50 1301.50 FB
74 fb2606 20250917 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250917 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250917 0.00 ... 1285.00 1285.00 FB
77 fb2609 20250917 0.00 ... 1296.00 1296.00 FB
78 i2510 20250917 821.00 ... 820.00 824.50 I
79 i2511 20250917 818.00 ... 815.50 819.00 I
80 i2512 20250917 812.50 ... 809.50 814.00 I
81 i2601 20250917 804.00 ... 801.00 805.50 I
82 i2602 20250917 800.00 ... 795.50 800.50 I
83 i2603 20250917 794.00 ... 790.00 795.00 I
84 i2604 20250917 790.00 ... 786.50 791.00 I
85 i2605 20250917 783.00 ... 780.00 783.50 I
86 i2606 20250917 777.50 ... 775.00 777.50 I
87 i2607 20250917 773.50 ... 770.50 773.50 I
88 i2608 20250917 769.00 ... 766.00 768.50 I
89 i2609 20250917 763.00 ... 760.50 764.00 I
90 j2510 20250917 1636.50 ... 1628.50 1628.50 J
91 j2511 20250917 1670.00 ... 1655.50 1662.00 J
92 j2512 20250917 1688.00 ... 1691.00 1690.00 J
93 j2601 20250917 1740.00 ... 1728.00 1726.50 J
94 j2602 20250917 1754.00 ... 1754.00 1755.00 J
95 j2603 20250917 0.00 ... 1763.50 1721.50 J
96 j2604 20250917 0.00 ... 1814.00 1814.00 J
97 j2605 20250917 1873.00 ... 1857.00 1868.50 J
98 j2606 20250917 0.00 ... 1887.00 1887.00 J
99 j2607 20250917 1885.00 ... 1885.00 1900.50 J
100 j2608 20250917 0.00 ... 1906.00 1906.00 J
101 j2609 20250917 1898.00 ... 1895.00 1911.50 J
102 jd2509 20250917 3235.00 ... 3226.00 3265.00 JD
103 jd2510 20250917 3080.00 ... 3063.00 3116.00 JD
104 jd2511 20250917 3098.00 ... 3110.00 3132.00 JD
105 jd2512 20250917 3200.00 ... 3208.00 3232.00 JD
106 jd2601 20250917 3370.00 ... 3375.00 3382.00 JD
107 jd2602 20250917 3125.00 ... 3117.00 3121.00 JD
108 jd2603 20250917 3141.00 ... 3130.00 3133.00 JD
109 jd2604 20250917 3330.00 ... 3318.00 3308.00 JD
110 jd2605 20250917 3435.00 ... 3436.00 3422.00 JD
111 jd2606 20250917 3247.00 ... 3245.00 3228.00 JD
112 jd2607 20250917 3490.00 ... 3487.00 3476.00 JD
113 jd2608 20250917 3915.00 ... 3916.00 3905.00 JD
114 jm2510 20250917 1047.00 ... 1043.00 1037.00 JM
115 jm2511 20250917 1108.00 ... 1094.50 1102.50 JM
116 jm2512 20250917 1180.00 ... 1163.50 1170.50 JM
117 jm2601 20250917 1255.00 ... 1229.50 1228.50 JM
118 jm2602 20250917 1270.50 ... 1252.50 1258.50 JM
119 jm2603 20250917 1298.00 ... 1269.50 1280.50 JM
120 jm2604 20250917 1324.00 ... 1288.50 1304.50 JM
121 jm2605 20250917 1340.00 ... 1309.00 1324.00 JM
122 jm2606 20250917 1350.50 ... 1326.00 1339.00 JM
123 jm2607 20250917 1364.50 ... 1331.50 1349.50 JM
124 jm2608 20250917 1377.50 ... 1342.50 1358.50 JM
125 jm2609 20250917 1395.00 ... 1363.50 1371.50 JM
126 l2510 20250917 7176.00 ... 7165.00 7177.00 L
127 l2511 20250917 7209.00 ... 7195.00 7209.00 L
128 l2512 20250917 7239.00 ... 7225.00 7239.00 L
129 l2601 20250917 7252.00 ... 7249.00 7260.00 L
130 l2602 20250917 7244.00 ... 7241.00 7246.00 L
131 l2603 20250917 7259.00 ... 7257.00 7262.00 L
132 l2604 20250917 7294.00 ... 7290.00 7284.00 L
133 l2605 20250917 7285.00 ... 7290.00 7284.00 L
134 l2606 20250917 7282.00 ... 7280.00 7283.00 L
135 l2607 20250917 7301.00 ... 7302.00 7296.00 L
136 l2608 20250917 7309.00 ... 7310.00 7306.00 L
137 l2609 20250917 7315.00 ... 7311.00 7299.00 L
138 lg2509 20250917 770.00 ... 770.00 768.00 LG
139 lg2511 20250917 806.50 ... 808.50 806.50 LG
140 lg2601 20250917 820.50 ... 822.50 820.50 LG
141 lg2603 20250917 826.00 ... 827.00 826.50 LG
142 lg2605 20250917 832.50 ... 831.50 832.50 LG
143 lg2607 20250917 832.00 ... 832.50 833.00 LG
144 lh2509 20250917 12985.00 ... 12985.00 13100.00 LH
145 lh2511 20250917 13110.00 ... 13055.00 13210.00 LH
146 lh2601 20250917 13690.00 ... 13575.00 13725.00 LH
147 lh2603 20250917 13025.00 ... 13005.00 13025.00 LH
148 lh2605 20250917 13600.00 ... 13540.00 13555.00 LH
149 lh2607 20250917 14400.00 ... 14315.00 14240.00 LH
150 m2511 20250917 3009.00 ... 2980.00 3015.00 M
151 m2512 20250917 3058.00 ... 3031.00 3064.00 M
152 m2601 20250917 3042.00 ... 3019.00 3046.00 M
153 m2603 20250917 2980.00 ... 2960.00 2986.00 M
154 m2605 20250917 2804.00 ... 2790.00 2807.00 M
155 m2607 20250917 2783.00 ... 2774.00 2786.00 M
156 m2608 20250917 2911.00 ... 2901.00 2912.00 M
157 m2609 20250917 2915.00 ... 2904.00 2918.00 M
158 p2510 20250917 9402.00 ... 9408.00 9406.00 P
159 p2511 20250917 9466.00 ... 9416.00 9432.00 P
160 p2512 20250917 9506.00 ... 9464.00 9462.00 P
161 p2601 20250917 9534.00 ... 9494.00 9484.00 P
162 p2602 20250917 9498.00 ... 9464.00 9434.00 P
163 p2603 20250917 9466.00 ... 9416.00 9404.00 P
164 p2604 20250917 9400.00 ... 9340.00 9326.00 P
165 p2605 20250917 9290.00 ... 9258.00 9242.00 P
166 p2606 20250917 9198.00 ... 9140.00 9126.00 P
167 p2607 20250917 9090.00 ... 9060.00 9020.00 P
168 p2608 20250917 9028.00 ... 8988.00 8954.00 P
169 p2609 20250917 8930.00 ... 8922.00 8882.00 P
170 pg2509 20250917 3798.00 ... 3752.00 3750.00 PG
171 pg2510 20250917 4477.00 ... 4485.00 4494.00 PG
172 pg2511 20250917 4428.00 ... 4431.00 4440.00 PG
173 pg2512 20250917 4370.00 ... 4372.00 4377.00 PG
174 pg2601 20250917 4303.00 ... 4305.00 4313.00 PG
175 pg2602 20250917 4235.00 ... 4240.00 4242.00 PG
176 pg2603 20250917 4146.00 ... 4148.00 4151.00 PG
177 pg2604 20250917 4449.00 ... 4476.00 4476.00 PG
178 pg2605 20250917 4375.00 ... 4383.00 4385.00 PG
179 pg2606 20250917 4327.00 ... 4327.00 4323.00 PG
180 pg2607 20250917 0.00 ... 4270.00 4270.00 PG
181 pg2608 20250917 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250917 6898.00 ... 6878.00 6887.00 PP
183 pp2511 20250917 6906.00 ... 6916.00 6922.00 PP
184 pp2512 20250917 6952.00 ... 6951.00 6959.00 PP
185 pp2601 20250917 6977.00 ... 6982.00 6992.00 PP
186 pp2602 20250917 6961.00 ... 6958.00 6966.00 PP
187 pp2603 20250917 6969.00 ... 6969.00 6958.00 PP
188 pp2604 20250917 6992.00 ... 6996.00 6979.00 PP
189 pp2605 20250917 7005.00 ... 7013.00 7010.00 PP
190 pp2606 20250917 6983.00 ... 6982.00 6966.00 PP
191 pp2607 20250917 6952.00 ... 6950.00 6945.00 PP
192 pp2608 20250917 6958.00 ... 6958.00 6944.00 PP
193 pp2609 20250917 6977.00 ... 6983.00 6976.00 PP
194 rr2510 20250917 3604.00 ... 3604.00 3594.00 RR
195 rr2511 20250917 3604.00 ... 3605.00 3602.00 RR
196 rr2512 20250917 3601.00 ... 3599.00 3598.00 RR
197 rr2601 20250917 3621.00 ... 3621.00 3617.00 RR
198 rr2602 20250917 3599.00 ... 3599.00 3597.00 RR
199 rr2603 20250917 3608.00 ... 3608.00 3610.00 RR
200 rr2604 20250917 3611.00 ... 3611.00 3607.00 RR
201 rr2605 20250917 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250917 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250917 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250917 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250917 0.00 ... 3614.00 3614.00 RR
206 v2510 20250917 4853.00 ... 4852.00 4849.00 V
207 v2511 20250917 4881.00 ... 4883.00 4882.00 V
208 v2512 20250917 4929.00 ... 4924.00 4921.00 V
209 v2601 20250917 4966.00 ... 4967.00 4964.00 V
210 v2602 20250917 5003.00 ... 5005.00 4998.00 V
211 v2603 20250917 5038.00 ... 5035.00 5028.00 V
212 v2604 20250917 5234.00 ... 5228.00 5233.00 V
213 v2605 20250917 5266.00 ... 5268.00 5270.00 V
214 v2606 20250917 5301.00 ... 5299.00 5302.00 V
215 v2607 20250917 5321.00 ... 5329.00 5327.00 V
216 v2608 20250917 5371.00 ... 5366.00 5368.00 V
217 v2609 20250917 5373.00 ... 5382.00 5384.00 V
218 y2511 20250917 8458.00 ... 8440.00 8446.00 Y
219 y2512 20250917 8478.00 ... 8476.00 8462.00 Y
220 y2601 20250917 8448.00 ... 8422.00 8418.00 Y
221 y2603 20250917 8356.00 ... 8350.00 8336.00 Y
222 y2605 20250917 8150.00 ... 8132.00 8122.00 Y
223 y2607 20250917 8094.00 ... 8088.00 8076.00 Y
224 y2608 20250917 8114.00 ... 8104.00 8078.00 Y
225 y2609 20250917 8100.00 ... 8080.00 8086.00 Y
[226 rows x 12 columns]
2025-09-17 16:29:52,340 - future_1d - INFO - ak.get_dce_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 PS2510 20250917 53500.0 ... 53465.0 54925.0 PS
1 PS2511 20250917 53665.0 ... 53465.0 54630.0 PS
2 PS2512 20250917 56005.0 ... 56115.0 57220.0 PS
3 PS2601 20250917 56175.0 ... 56020.0 57135.0 PS
4 PS2602 20250917 56165.0 ... 56125.0 57140.0 PS
5 PS2603 20250917 56375.0 ... 56150.0 57205.0 PS
6 PS2604 20250917 56480.0 ... 56195.0 57330.0 PS
7 PS2605 20250917 56580.0 ... 56225.0 57310.0 PS
8 PS2606 20250917 58370.0 ... 58570.0 59625.0 PS
9 PS2607 20250917 58765.0 ... 58665.0 59850.0 PS
10 PS2608 20250917 58890.0 ... 58725.0 59695.0 PS
11 PS2609 20250917 58875.0 ... 58695.0 59740.0 PS
13 SI2510 20250917 8870.0 ... 8910.0 8950.0 SI
14 SI2511 20250917 8895.0 ... 8925.0 8970.0 SI
15 SI2512 20250917 9240.0 ... 9305.0 9360.0 SI
16 SI2601 20250917 9250.0 ... 9305.0 9350.0 SI
17 SI2602 20250917 9265.0 ... 9320.0 9385.0 SI
18 SI2603 20250917 9320.0 ... 9340.0 9355.0 SI
19 SI2604 20250917 9310.0 ... 9325.0 9360.0 SI
20 SI2605 20250917 9305.0 ... 9350.0 9370.0 SI
21 SI2606 20250917 9320.0 ... 9335.0 9350.0 SI
22 SI2607 20250917 9345.0 ... 9355.0 9355.0 SI
23 SI2608 20250917 9355.0 ... 9360.0 9380.0 SI
24 SI2609 20250917 9305.0 ... 9370.0 9345.0 SI
27 LC2510 20250917 73360.0 ... 73280.0 73500.0 LC
28 LC2511 20250917 73160.0 ... 73420.0 73620.0 LC
29 LC2512 20250917 73260.0 ... 73560.0 73920.0 LC
30 LC2601 20250917 73200.0 ... 73560.0 73800.0 LC
31 LC2602 20250917 72920.0 ... 73440.0 73720.0 LC
32 LC2603 20250917 73200.0 ... 73480.0 73660.0 LC
33 LC2604 20250917 73680.0 ... 74080.0 74280.0 LC
34 LC2605 20250917 73820.0 ... 74120.0 74240.0 LC
35 LC2606 20250917 73500.0 ... 73860.0 74280.0 LC
36 LC2607 20250917 73580.0 ... 73760.0 73980.0 LC
37 LC2608 20250917 73520.0 ... 73620.0 73740.0 LC
38 LC2609 20250917 73560.0 ... 73780.0 73900.0 LC
[36 rows x 12 columns]
2025-09-17 16:29:52,879 - future_1d - INFO - ak.get_gfex_daily('2025-09-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250917 8432.0 8438.0 ... 34748.31 8408.0 8421.0 AP
1 AP511 20250917 8221.0 8248.0 ... 4909.52 8196.0 8201.0 AP
2 AP512 20250917 8174.0 8238.0 ... 850.24 8175.0 8205.0 AP
3 AP601 20250917 8277.0 8308.0 ... 390355.14 8252.0 8271.0 AP
4 AP603 20250917 8107.0 8174.0 ... 497.22 8151.0 8161.0 AP
5 AP604 20250917 8137.0 8175.0 ... 73.29 8144.0 8167.0 AP
6 AP605 20250917 8269.0 8269.0 ... 2642.45 8206.0 8225.0 AP
7 CF511 20250917 13775.0 13835.0 ... 287116.09 13780.0 13755.0 CF
8 CF601 20250917 13925.0 13970.0 ... 1475769.50 13915.0 13900.0 CF
9 CF603 20250917 13880.0 13925.0 ... 1852.98 13880.0 13870.0 CF
10 CF605 20250917 13880.0 13925.0 ... 109540.96 13875.0 13860.0 CF
11 CF607 20250917 13905.0 13945.0 ... 820.13 13900.0 13895.0 CF
12 CF609 20250917 14015.0 14045.0 ... 56.08 14020.0 14035.0 CF
13 CJ512 20250917 10820.0 10825.0 ... 1439.07 10780.0 10790.0 CJ
14 CJ601 20250917 10830.0 10865.0 ... 429300.62 10800.0 10830.0 CJ
15 CJ603 20250917 10860.0 10885.0 ... 6084.97 10820.0 10860.0 CJ
16 CJ605 20250917 10950.0 10980.0 ... 86868.32 10915.0 10960.0 CJ
17 CJ607 20250917 11090.0 11110.0 ... 1976.22 11040.0 11105.0 CJ
18 CJ609 20250917 11185.0 11230.0 ... 173.56 11195.0 11250.0 CJ
19 CY510 20250917 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250917 19975.0 20090.0 ... 124022.70 19975.0 19965.0 CY
21 CY512 20250917 19870.0 19870.0 ... 29.58 19720.0 19405.0 CY
22 CY601 20250917 19970.0 20070.0 ... 3125.50 19970.0 19985.0 CY
23 CY602 20250917 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250917 0.0 0.0 ... 0.00 20170.0 20145.0 CY
25 CY604 20250917 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250917 0.0 0.0 ... 0.00 20135.0 20170.0 CY
27 CY606 20250917 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250917 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250917 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250917 0.0 0.0 ... 0.00 20365.0 20540.0 CY
31 FG510 20250917 1122.0 1122.0 ... 18051.74 1109.0 1109.0 FG
32 FG511 20250917 1129.0 1129.0 ... 166395.32 1112.0 1117.0 FG
33 FG512 20250917 1238.0 1243.0 ... 85782.82 1233.0 1234.0 FG
34 FG601 20250917 1240.0 1247.0 ... 4079998.75 1235.0 1236.0 FG
35 FG602 20250917 1289.0 1296.0 ... 32841.02 1283.0 1285.0 FG
36 FG603 20250917 1291.0 1299.0 ... 1998.09 1287.0 1290.0 FG
37 FG604 20250917 1340.0 1349.0 ... 487.80 1340.0 1337.0 FG
38 FG605 20250917 1341.0 1350.0 ... 98671.67 1339.0 1336.0 FG
39 FG606 20250917 1369.0 1377.0 ... 866.46 1367.0 1367.0 FG
40 FG607 20250917 1349.0 1370.0 ... 1044.87 1361.0 1361.0 FG
41 FG608 20250917 1378.0 1398.0 ... 901.70 1387.0 1385.0 FG
42 FG609 20250917 1383.0 1400.0 ... 3513.61 1391.0 1382.0 FG
43 JR511 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250917 2291.0 2296.0 ... 6128.50 2290.0 2298.0 MA
52 MA511 20250917 2316.0 2323.0 ... 104198.39 2315.0 2331.0 MA
53 MA512 20250917 2360.0 2364.0 ... 60887.65 2356.0 2376.0 MA
54 MA601 20250917 2380.0 2388.0 ... 921989.45 2380.0 2394.0 MA
55 MA602 20250917 2404.0 2409.0 ... 28280.29 2401.0 2414.0 MA
56 MA603 20250917 2416.0 2422.0 ... 398.59 2416.0 2428.0 MA
57 MA604 20250917 2421.0 2421.0 ... 24.16 2416.0 2433.0 MA
58 MA605 20250917 2402.0 2408.0 ... 58891.91 2401.0 2412.0 MA
59 MA606 20250917 2414.0 2414.0 ... 9.63 2407.0 2422.0 MA
60 MA607 20250917 2394.0 2394.0 ... 40.62 2389.0 2399.0 MA
61 MA608 20250917 2382.0 2383.0 ... 14.30 2383.0 2394.0 MA
62 MA609 20250917 2375.0 2379.0 ... 1409.08 2372.0 2382.0 MA
63 OI511 20250917 10239.0 10288.0 ... 552062.28 10217.0 10154.0 OI
64 OI601 20250917 10065.0 10116.0 ... 3364787.16 10055.0 9981.0 OI
65 OI603 20250917 9833.0 9867.0 ... 5390.68 9801.0 9733.0 OI
66 OI605 20250917 9600.0 9640.0 ... 233253.68 9572.0 9516.0 OI
67 OI607 20250917 9587.0 9587.0 ... 866.09 9517.0 9468.0 OI
68 OI609 20250917 9558.0 9558.0 ... 910.18 9481.0 9446.0 OI
69 PF510 20250917 6372.0 6414.0 ... 11027.64 6392.0 6378.0 PF
70 PF511 20250917 6376.0 6408.0 ... 524899.72 6382.0 6380.0 PF
71 PF512 20250917 6358.0 6386.0 ... 265943.18 6362.0 6364.0 PF
72 PF601 20250917 6408.0 6424.0 ... 22281.42 6408.0 6400.0 PF
73 PF602 20250917 6404.0 6432.0 ... 57719.21 6410.0 6406.0 PF
74 PF603 20250917 6402.0 6420.0 ... 6.41 6412.0 6420.0 PF
75 PF604 20250917 6438.0 6438.0 ... 3.22 6438.0 6454.0 PF
76 PF605 20250917 6474.0 6474.0 ... 6.47 6470.0 6458.0 PF
77 PF606 20250917 6480.0 6480.0 ... 3.24 6480.0 6480.0 PF
78 PF607 20250917 0.0 0.0 ... 0.00 6504.0 6502.0 PF
79 PF608 20250917 0.0 0.0 ... 0.00 6524.0 6504.0 PF
80 PF609 20250917 0.0 0.0 ... 0.00 6580.0 6580.0 PF
81 PK510 20250917 7808.0 7846.0 ... 8829.25 7818.0 7800.0 PK
82 PK511 20250917 7788.0 7850.0 ... 392386.77 7810.0 7766.0 PK
83 PK512 20250917 7810.0 7858.0 ... 132621.55 7824.0 7798.0 PK
84 PK601 20250917 7820.0 7850.0 ... 33933.10 7830.0 7820.0 PK
85 PK603 20250917 7846.0 7868.0 ... 94.19 7850.0 7844.0 PK
86 PK604 20250917 7864.0 7868.0 ... 47.17 7862.0 7862.0 PK
87 PK605 20250917 7870.0 7880.0 ... 3525.34 7870.0 7864.0 PK
88 PL601 20250917 6453.0 6464.0 ... 57202.98 6449.0 6458.0 PL
89 PL602 20250917 6485.0 6490.0 ... 2228.13 6477.0 6482.0 PL
90 PL603 20250917 0.0 0.0 ... 0.00 6499.0 6498.0 PL
91 PL604 20250917 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250917 0.0 0.0 ... 0.00 6428.0 6428.0 PL
93 PL606 20250917 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250917 6439.0 6439.0 ... 12.88 6439.0 6419.0 PL
95 PL608 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250917 5868.0 5880.0 ... 2077.49 5870.0 5866.0 PR
104 PR511 20250917 5854.0 5870.0 ... 321619.98 5856.0 5860.0 PR
105 PR512 20250917 5852.0 5874.0 ... 314268.80 5858.0 5866.0 PR
106 PR601 20250917 5870.0 5872.0 ... 152845.03 5856.0 5860.0 PR
107 PR602 20250917 5884.0 5900.0 ... 211.91 5886.0 5896.0 PR
108 PR603 20250917 5896.0 5928.0 ... 79.73 5906.0 5908.0 PR
109 PR604 20250917 5920.0 5940.0 ... 17.79 5930.0 5896.0 PR
110 PR605 20250917 5912.0 5930.0 ... 26.66 5924.0 5904.0 PR
111 PR606 20250917 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250917 0.0 0.0 ... 0.00 5962.0 5944.0 PR
113 PR608 20250917 0.0 0.0 ... 0.00 5966.0 5946.0 PR
114 PR609 20250917 0.0 0.0 ... 0.00 5932.0 5924.0 PR
115 PX510 20250917 6828.0 6828.0 ... 3758.07 6796.0 6804.0 PX
116 PX511 20250917 6790.0 6810.0 ... 533359.78 6782.0 6788.0 PX
117 PX512 20250917 6762.0 6784.0 ... 221700.49 6760.0 6758.0 PX
118 PX601 20250917 6740.0 6758.0 ... 213288.97 6732.0 6734.0 PX
119 PX602 20250917 6744.0 6752.0 ... 121861.52 6722.0 6728.0 PX
120 PX603 20250917 0.0 0.0 ... 0.00 6742.0 6742.0 PX
121 PX604 20250917 0.0 0.0 ... 0.00 6742.0 6760.0 PX
122 PX605 20250917 6732.0 6738.0 ... 252.30 6728.0 6714.0 PX
123 PX606 20250917 0.0 0.0 ... 0.00 6718.0 6698.0 PX
124 PX607 20250917 6736.0 6736.0 ... 134.72 6736.0 6736.0 PX
125 PX608 20250917 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250917 6750.0 6750.0 ... 3.38 6750.0 6722.0 PX
127 RI511 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250917 2535.0 2540.0 ... 38101.89 2499.0 2531.0 RM
134 RM601 20250917 2523.0 2528.0 ... 980972.69 2485.0 2517.0 RM
135 RM603 20250917 2422.0 2427.0 ... 14028.55 2392.0 2423.0 RM
136 RM605 20250917 2401.0 2404.0 ... 178362.44 2377.0 2400.0 RM
137 RM607 20250917 2385.0 2402.0 ... 22318.75 2375.0 2385.0 RM
138 RM608 20250917 2484.0 2490.0 ... 2810.84 2472.0 2484.0 RM
139 RM609 20250917 2473.0 2490.0 ... 7954.28 2466.0 2471.0 RM
140 RS511 20250917 5348.0 5348.0 ... 42.36 5295.0 5306.0 RS
141 RS607 20250917 5540.0 5556.0 ... 33.29 5548.0 5555.0 RS
142 RS608 20250917 5589.0 5620.0 ... 116.76 5560.0 5556.0 RS
143 RS609 20250917 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250917 1250.0 1255.0 ... 11411.73 1246.0 1244.0 SA
145 SA511 20250917 1264.0 1267.0 ... 387360.97 1258.0 1258.0 SA
146 SA512 20250917 1331.0 1332.0 ... 204076.82 1321.0 1324.0 SA
147 SA601 20250917 1344.0 1346.0 ... 2897113.14 1333.0 1337.0 SA
148 SA602 20250917 1375.0 1375.0 ... 135893.89 1362.0 1366.0 SA
149 SA603 20250917 1374.0 1376.0 ... 2380.34 1370.0 1369.0 SA
150 SA604 20250917 1417.0 1417.0 ... 902.89 1411.0 1409.0 SA
151 SA605 20250917 1423.0 1425.0 ... 79356.52 1415.0 1415.0 SA
152 SA606 20250917 1431.0 1431.0 ... 863.82 1425.0 1418.0 SA
153 SA607 20250917 1433.0 1433.0 ... 2876.19 1424.0 1420.0 SA
154 SA608 20250917 1448.0 1450.0 ... 2051.39 1443.0 1426.0 SA
155 SA609 20250917 1452.0 1456.0 ... 4124.44 1448.0 1443.0 SA
156 SF510 20250917 5516.0 5588.0 ... 8613.21 5544.0 5572.0 SF
157 SF511 20250917 5696.0 5776.0 ... 474200.97 5726.0 5752.0 SF
158 SF512 20250917 5664.0 5748.0 ... 115486.14 5700.0 5724.0 SF
159 SF601 20250917 5664.0 5746.0 ... 168921.50 5704.0 5716.0 SF
160 SF602 20250917 5634.0 5706.0 ... 34455.30 5666.0 5670.0 SF
161 SF603 20250917 5798.0 5862.0 ... 8.76 5842.0 5856.0 SF
162 SF604 20250917 5854.0 5860.0 ... 8.78 5856.0 5850.0 SF
163 SF605 20250917 5790.0 5854.0 ... 1690.67 5810.0 5824.0 SF
164 SF606 20250917 5750.0 5804.0 ... 48.93 5758.0 5784.0 SF
165 SF607 20250917 5912.0 5966.0 ... 68.40 5948.0 5940.0 SF
166 SF608 20250917 5900.0 5938.0 ... 20.66 5902.0 5894.0 SF
167 SF609 20250917 5878.0 5920.0 ... 26.48 5884.0 5896.0 SF
168 SH510 20250917 2496.0 2530.0 ... 27952.07 2511.0 2506.0 SH
169 SH511 20250917 2524.0 2559.0 ... 551909.54 2538.0 2535.0 SH
170 SH512 20250917 2579.0 2607.0 ... 227232.51 2589.0 2584.0 SH
171 SH601 20250917 2578.0 2610.0 ... 2403637.91 2593.0 2592.0 SH
172 SH602 20250917 2606.0 2629.0 ... 46403.92 2612.0 2614.0 SH
173 SH603 20250917 2625.0 2646.0 ... 3236.56 2631.0 2637.0 SH
174 SH604 20250917 2667.0 2689.0 ... 320.57 2671.0 2680.0 SH
175 SH605 20250917 2670.0 2696.0 ... 11285.68 2683.0 2689.0 SH
176 SH606 20250917 2692.0 2703.0 ... 16.19 2698.0 2707.0 SH
177 SH607 20250917 2681.0 2697.0 ... 72.62 2690.0 2699.0 SH
178 SH608 20250917 2690.0 2694.0 ... 56.48 2689.0 2702.0 SH
179 SH609 20250917 2692.0 2714.0 ... 275.69 2703.0 2701.0 SH
180 SM510 20250917 5822.0 5884.0 ... 6218.22 5848.0 5850.0 SM
181 SM511 20250917 5924.0 5968.0 ... 316808.80 5936.0 5940.0 SM
182 SM512 20250917 5926.0 5976.0 ... 80580.76 5940.0 5948.0 SM
183 SM601 20250917 5942.0 5992.0 ... 504040.77 5956.0 5962.0 SM
184 SM602 20250917 5948.0 5996.0 ... 211007.94 5964.0 5960.0 SM
185 SM603 20250917 5958.0 6004.0 ... 35.87 5978.0 5970.0 SM
186 SM604 20250917 5986.0 5986.0 ... 5.99 5986.0 5990.0 SM
187 SM605 20250917 5980.0 6028.0 ... 7442.32 5984.0 6000.0 SM
188 SM606 20250917 6006.0 6006.0 ... 3.00 6006.0 5986.0 SM
189 SM607 20250917 5972.0 6038.0 ... 6.01 6006.0 6012.0 SM
190 SM608 20250917 0.0 0.0 ... 0.00 6040.0 6030.0 SM
191 SM609 20250917 5986.0 6058.0 ... 307.48 6030.0 6010.0 SM
192 SR511 20250917 5551.0 5551.0 ... 107951.54 5537.0 5549.0 SR
193 SR601 20250917 5546.0 5552.0 ... 883331.28 5538.0 5555.0 SR
194 SR603 20250917 5535.0 5538.0 ... 1855.88 5523.0 5543.0 SR
195 SR605 20250917 5525.0 5526.0 ... 64482.27 5514.0 5532.0 SR
196 SR607 20250917 5521.0 5525.0 ... 2244.01 5514.0 5530.0 SR
197 SR609 20250917 5530.0 5535.0 ... 1242.98 5524.0 5543.0 SR
198 TA510 20250917 4676.0 4686.0 ... 28187.67 4670.0 4662.0 TA
199 TA511 20250917 4680.0 4700.0 ... 266796.06 4682.0 4676.0 TA
200 TA512 20250917 4694.0 4710.0 ... 120458.33 4694.0 4692.0 TA
201 TA601 20250917 4704.0 4716.0 ... 1425656.89 4698.0 4692.0 TA
202 TA602 20250917 4708.0 4726.0 ... 19345.21 4710.0 4704.0 TA
203 TA603 20250917 4718.0 4724.0 ... 176.78 4714.0 4714.0 TA
204 TA604 20250917 4718.0 4732.0 ... 9.44 4720.0 4718.0 TA
205 TA605 20250917 4748.0 4752.0 ... 40164.93 4740.0 4732.0 TA
206 TA606 20250917 0.0 0.0 ... 0.00 4752.0 4750.0 TA
207 TA607 20250917 0.0 0.0 ... 0.00 4762.0 4760.0 TA
208 TA608 20250917 0.0 0.0 ... 0.00 4770.0 4770.0 TA
209 TA609 20250917 4772.0 4786.0 ... 26.26 4776.0 4778.0 TA
210 UR510 20250917 1597.0 1599.0 ... 2590.23 1593.0 1597.0 UR
211 UR511 20250917 1662.0 1671.0 ... 32532.03 1665.0 1672.0 UR
212 UR512 20250917 1677.0 1681.0 ... 7973.81 1675.0 1683.0 UR
213 UR601 20250917 1685.0 1687.0 ... 311810.74 1681.0 1691.0 UR
214 UR602 20250917 1681.0 1691.0 ... 586.28 1685.0 1695.0 UR
215 UR603 20250917 1729.0 1737.0 ... 121.25 1732.0 1737.0 UR
216 UR604 20250917 1738.0 1738.0 ... 6.95 1738.0 1736.0 UR
217 UR605 20250917 1740.0 1740.0 ... 12279.83 1734.0 1740.0 UR
218 UR606 20250917 1729.0 1737.0 ... 48.54 1734.0 1738.0 UR
219 UR607 20250917 1757.0 1766.0 ... 66.92 1761.0 1768.0 UR
220 UR608 20250917 1754.0 1761.0 ... 10.55 1758.0 1764.0 UR
221 UR609 20250917 1753.0 1758.0 ... 84.24 1755.0 1759.0 UR
222 WH511 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 16:29:53,182 - future_1d - INFO - ak.get_czce_daily('2025-09-17') done
2025-09-17 16:30:05,777 - future_1d - INFO - save future_daily 2025-09-17 add
2025-09-17 16:30:05,784 - future_1d - INFO - 0 1 2 3 4
symbol CU2510 CU2511 CU2512 CU2601 CU2602
date 2025-09-17 2025-09-17 2025-09-17 2025-09-17 2025-09-17
opencol 81010.0 81060.0 81050.0 80960.0 80990.0
high 81200.0 81230.0 81220.0 81220.0 81200.0
low 80380.0 80350.0 80340.0 80350.0 80360.0
close 80560.0 80560.0 80550.0 80550.0 80570.0
volume 70112.0 61934.0 21661.0 7087.0 1774.0
open_interest 147464.0 179082.0 88868.0 36489.0 23515.0
turnover 2829923.845 2500687.58 874406.68 286090.97 71605.23
settle 80720.0 80750.0 80730.0 80730.0 80720.0
pre_settle 81090.0 81090.0 81090.0 81150.0 81190.0
variety CU CU CU CU CU
exchange SHFE SHFE SHFE SHFE SHFE
comd cu cu cu cu cu
contract cu2510 cu2511 cu2512 cu2601 cu2602
contract_yymm 2510 2511 2512 2601 2602
maturity_month 1 2 3 4 5
maturity_day 14 45 75 106 137
=========================================================================
2025-09-17 18:25:49 Wed START TASK.01 future_1d future_daily
=========================================================================
2025-09-17 18:25:52,555 - future_1d - INFO - future_daily check=True check_last=7 start...
symbol date open ... settle pre_settle variety
0 IC2509 20250909 6904.000 ... 6866.800 6925.600 IC
1 IC2510 20250909 6814.600 ... 6808.000 6870.600 IC
2 IC2512 20250909 6730.000 ... 6692.000 6761.600 IC
3 IC2603 20250909 6599.800 ... 6546.400 6615.600 IC
4 IF2509 20250909 4438.000 ... 4420.800 4457.000 IF
5 IF2510 20250909 4434.800 ... 4412.800 4449.400 IF
6 IF2512 20250909 4415.800 ... 4393.200 4429.600 IF
7 IF2603 20250909 4397.800 ... 4373.600 4411.000 IF
8 IH2509 20250909 2930.400 ... 2922.000 2938.600 IH
9 IH2510 20250909 2930.400 ... 2921.600 2938.400 IH
10 IH2512 20250909 2934.000 ... 2921.800 2938.800 IH
11 IH2603 20250909 2932.800 ... 2923.200 2941.800 IH
12 IM2509 20250909 7215.000 ... 7153.400 7248.000 IM
13 IM2510 20250909 7135.600 ... 7092.400 7189.200 IM
14 IM2512 20250909 7020.000 ... 6948.800 7053.200 IM
15 IM2603 20250909 6850.000 ... 6769.800 6873.200 IM
16 T2509 20250909 NaN ... 107.920 107.980 T
17 T2512 20250909 107.835 ... 107.785 107.845 T
18 T2603 20250909 107.540 ... 107.525 107.570 T
19 TF2509 20250909 105.625 ... 105.655 105.670 TF
20 TF2512 20250909 105.580 ... 105.580 105.580 TF
21 TF2603 20250909 105.485 ... 105.495 105.495 TF
22 TL2509 20250909 116.490 ... 116.310 116.400 TL
23 TL2512 20250909 116.050 ... 115.760 115.980 TL
24 TL2603 20250909 115.700 ... 115.390 115.640 TL
25 TS2509 20250909 NaN ... 102.346 102.356 TS
26 TS2512 20250909 102.386 ... 102.390 102.400 TS
27 TS2603 20250909 102.338 ... 102.324 102.350 TS
[28 rows x 12 columns]
2025-09-17 18:25:52,916 - future_1d - INFO - ak.get_cffex_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 SC2510 20250909 490.5 ... 483.4 476.2 SC
1 SC2511 20250909 485.9 ... 481.3 477.2 SC
2 SC2512 20250909 481.9 ... 479.6 476.7 SC
3 SC2601 20250909 479.9 ... 477.3 474.2 SC
4 SC2602 20250909 477.5 ... 476 472.6 SC
5 SC2603 20250909 475.5 ... 474.9 472.2 SC
6 SC2604 20250909 473.8 ... 473.4 470 SC
7 SC2605 20250909 472.3 ... 472.7 469.8 SC
8 SC2606 20250909 469.7 ... 471.4 469.2 SC
9 SC2607 20250909 468.1 ... 467.9 466.6 SC
10 SC2608 20250909 468.7 ... 467.4 463.1 SC
11 SC2609 20250909 465 ... 466 463.7 SC
12 SC2612 20250909 464.8 ... 464.8 459.9 SC
13 SC2703 20250909 462 ... 462.1 466.8 SC
14 SC2706 20250909 459 ... 459.3 457.5 SC
15 SC2709 20250909 462.9 ... 460.6 461.1 SC
16 SC2712 20250909 466.1 ... 461.7 464.6 SC
17 SC2803 20250909 463.4 ... 460.8 459.2 SC
18 SC2806 20250909 460.2 ... 458.5 457.3 SC
19 SC2809 20250909 459.4 ... 458.1 459 SC
21 LU2510 20250909 3355 ... 3345 3339 LU
22 LU2511 20250909 3402 ... 3367 3362 LU
23 LU2512 20250909 3394 ... 3365 3355 LU
24 LU2601 20250909 3376 ... 3358 3345 LU
25 LU2602 20250909 3365 ... 3340 3345 LU
26 LU2603 20250909 3338 ... 3336 3325 LU
27 LU2604 20250909 3322 ... 3334 3308 LU
28 LU2605 20250909 3317 ... 3325 3328 LU
29 LU2606 20250909 3313 ... 3313 3309 LU
30 LU2607 20250909 3333 ... 3320 3308 LU
31 LU2608 20250909 3342 ... 3329 3319 LU
32 LU2609 20250909 3325 ... 3316 3317 LU
34 NR2509 20250909 12770 ... 12705 12890 NR
35 NR2510 20250909 12980 ... 12800 12975 NR
36 NR2511 20250909 13040 ... 12840 13030 NR
37 NR2512 20250909 13085 ... 12870 13065 NR
38 NR2601 20250909 13110 ... 12920 13090 NR
39 NR2602 20250909 13095 ... 12905 13100 NR
40 NR2603 20250909 13025 ... 12885 13055 NR
41 NR2604 20250909 13015 ... 12895 13045 NR
42 NR2605 20250909 13000 ... 12935 13050 NR
43 NR2606 20250909 ... 13000 13085 NR
44 NR2607 20250909 ... 13060 13095 NR
45 NR2608 20250909 ... 12865 13100 NR
47 BC2509 20250909 70590 ... 70500 70330 BC
48 BC2510 20250909 70890 ... 70810 70780 BC
49 BC2511 20250909 70720 ... 70780 70810 BC
50 BC2512 20250909 ... 70790 70790 BC
51 BC2601 20250909 ... 70880 70810 BC
52 BC2602 20250909 ... 70900 70900 BC
53 BC2603 20250909 ... 70880 70820 BC
54 BC2604 20250909 ... 71200 71200 BC
55 BC2605 20250909 ... 71170 71170 BC
56 BC2606 20250909 ... 70700 70700 BC
57 BC2607 20250909 ... 70900 70900 BC
58 BC2608 20250909 ... 70800 70800 BC
60 EC2510 20250909 1280 ... 1272.8 1281.1 EC
61 EC2512 20250909 1649 ... 1674.4 1666.1 EC
62 EC2602 20250909 1515 ... 1521.8 1512.9 EC
63 EC2604 20250909 1235.6 ... 1249.5 1246 EC
64 EC2606 20250909 1423.4 ... 1429.9 1433.1 EC
65 EC2608 20250909 1596.4 ... 1606.3 1603.9 EC
68 SC_TAS2510 20250909 ... SC_TAS
69 SC_TAS2511 20250909 ... SC_TAS
70 SC_TAS2512 20250909 ... SC_TAS
71 SC_TAS2601 20250909 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 18:25:52,995 - future_1d - INFO - ak.get_ine_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 PS2509 20250909 0.0 ... 55960.0 55960.0 PS
1 PS2510 20250909 55040.0 ... 55420.0 55690.0 PS
2 PS2511 20250909 55555.0 ... 55320.0 55595.0 PS
3 PS2512 20250909 57990.0 ... 57655.0 57845.0 PS
4 PS2601 20250909 57870.0 ... 57525.0 57690.0 PS
5 PS2602 20250909 57890.0 ... 57635.0 57830.0 PS
6 PS2603 20250909 57805.0 ... 58150.0 57970.0 PS
7 PS2604 20250909 58030.0 ... 58280.0 57845.0 PS
8 PS2605 20250909 58285.0 ... 57690.0 57825.0 PS
9 PS2606 20250909 59885.0 ... 59785.0 59920.0 PS
10 PS2607 20250909 60000.0 ... 59985.0 60045.0 PS
11 PS2608 20250909 59910.0 ... 59585.0 59980.0 PS
13 SI2509 20250909 8555.0 ... 8555.0 8690.0 SI
14 SI2510 20250909 8495.0 ... 8505.0 8560.0 SI
15 SI2511 20250909 8555.0 ... 8530.0 8545.0 SI
16 SI2512 20250909 8880.0 ... 8895.0 8915.0 SI
17 SI2601 20250909 8925.0 ... 8890.0 8900.0 SI
18 SI2602 20250909 8935.0 ... 8900.0 8900.0 SI
19 SI2603 20250909 8980.0 ... 8895.0 8930.0 SI
20 SI2604 20250909 8980.0 ... 8910.0 8930.0 SI
21 SI2605 20250909 8950.0 ... 8920.0 8950.0 SI
22 SI2606 20250909 8980.0 ... 8855.0 8940.0 SI
23 SI2607 20250909 9000.0 ... 8925.0 8965.0 SI
24 SI2608 20250909 9000.0 ... 8965.0 8930.0 SI
27 LC2509 20250909 75000.0 ... 74260.0 74200.0 LC
28 LC2510 20250909 76600.0 ... 74500.0 74460.0 LC
29 LC2511 20250909 74740.0 ... 74340.0 74860.0 LC
30 LC2512 20250909 74600.0 ... 74120.0 74840.0 LC
31 LC2601 20250909 74500.0 ... 74380.0 74860.0 LC
32 LC2602 20250909 74520.0 ... 74040.0 74560.0 LC
33 LC2603 20250909 74480.0 ... 74200.0 74480.0 LC
34 LC2604 20250909 74600.0 ... 74720.0 74600.0 LC
35 LC2605 20250909 74820.0 ... 74740.0 74820.0 LC
36 LC2606 20250909 74540.0 ... 74720.0 74760.0 LC
37 LC2607 20250909 74600.0 ... 74520.0 74640.0 LC
38 LC2608 20250909 74360.0 ... 74580.0 74960.0 LC
[36 rows x 12 columns]
2025-09-17 18:25:53,315 - future_1d - INFO - ak.get_gfex_daily('2025-09-09') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250909 8340.0 8346.0 ... 398303.72 8175.0 8359.0 AP
1 AP511 20250909 8232.0 8267.0 ... 11144.13 8049.0 8240.0 AP
2 AP512 20250909 8285.0 8333.0 ... 3579.47 8080.0 8273.0 AP
3 AP601 20250909 8381.0 8428.0 ... 1609975.99 8136.0 8347.0 AP
4 AP603 20250909 8277.0 8300.0 ... 2110.89 8088.0 8242.0 AP
5 AP604 20250909 8286.0 8286.0 ... 980.05 8100.0 8236.0 AP
6 AP605 20250909 8321.0 8350.0 ... 10286.90 8177.0 8284.0 AP
7 CF509 20250909 13465.0 13465.0 ... 6919.57 13440.0 13490.0 CF
8 CF511 20250909 13700.0 13740.0 ... 236848.95 13675.0 13770.0 CF
9 CF601 20250909 13900.0 13945.0 ... 1654355.34 13880.0 13930.0 CF
10 CF603 20250909 13880.0 13910.0 ... 3437.41 13860.0 13890.0 CF
11 CF605 20250909 13850.0 13900.0 ... 131204.40 13835.0 13875.0 CF
12 CF607 20250909 13895.0 13910.0 ... 561.29 13860.0 13890.0 CF
13 CJ509 20250909 10000.0 10000.0 ... 129.31 9945.0 10015.0 CJ
14 CJ512 20250909 11050.0 11090.0 ... 4191.64 10985.0 10990.0 CJ
15 CJ601 20250909 11125.0 11165.0 ... 540637.40 11040.0 11065.0 CJ
16 CJ603 20250909 11165.0 11200.0 ... 5224.81 11080.0 11130.0 CJ
17 CJ605 20250909 11240.0 11295.0 ... 83151.06 11170.0 11200.0 CJ
18 CJ607 20250909 11385.0 11390.0 ... 2087.84 11315.0 11325.0 CJ
19 CY509 20250909 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250909 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250909 19945.0 19965.0 ... 122435.39 19920.0 19955.0 CY
22 CY512 20250909 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250909 19925.0 19935.0 ... 1173.78 19895.0 19945.0 CY
24 CY602 20250909 0.0 0.0 ... 0.00 19995.0 20015.0 CY
25 CY603 20250909 0.0 0.0 ... 0.00 20260.0 20340.0 CY
26 CY604 20250909 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250909 0.0 0.0 ... 0.00 20165.0 20205.0 CY
28 CY606 20250909 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250909 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250909 0.0 0.0 ... 0.00 20220.0 20220.0 CY
31 FG509 20250909 1014.0 1030.0 ... 203.50 1017.0 994.0 FG
32 FG510 20250909 1118.0 1130.0 ... 55015.70 1118.0 1103.0 FG
33 FG511 20250909 1109.0 1121.0 ... 187668.49 1110.0 1092.0 FG
34 FG512 20250909 1205.0 1217.0 ... 77145.75 1206.0 1195.0 FG
35 FG601 20250909 1204.0 1212.0 ... 4621726.47 1199.0 1188.0 FG
36 FG602 20250909 1252.0 1260.0 ... 27773.82 1248.0 1237.0 FG
37 FG603 20250909 1256.0 1263.0 ... 1550.57 1252.0 1240.0 FG
38 FG604 20250909 1300.0 1361.0 ... 2991.62 1311.0 1291.0 FG
39 FG605 20250909 1297.0 1308.0 ... 95590.43 1296.0 1287.0 FG
40 FG606 20250909 1320.0 1334.0 ... 865.75 1324.0 1317.0 FG
41 FG607 20250909 1315.0 1325.0 ... 1217.30 1317.0 1315.0 FG
42 FG608 20250909 1323.0 1350.0 ... 1281.40 1343.0 1337.0 FG
43 JR509 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250909 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250909 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250909 2249.0 2249.0 ... 553.78 2242.0 2245.0 MA
53 MA510 20250909 2326.0 2326.0 ... 20044.67 2305.0 2309.0 MA
54 MA511 20250909 2346.0 2346.0 ... 117189.59 2331.0 2335.0 MA
55 MA512 20250909 2392.0 2392.0 ... 71359.94 2373.0 2377.0 MA
56 MA601 20250909 2407.0 2411.0 ... 1086271.68 2397.0 2403.0 MA
57 MA602 20250909 2414.0 2425.0 ... 18299.25 2410.0 2414.0 MA
58 MA603 20250909 2415.0 2415.0 ... 74.71 2410.0 2417.0 MA
59 MA604 20250909 0.0 0.0 ... 0.00 2407.0 2407.0 MA
60 MA605 20250909 2410.0 2410.0 ... 90035.18 2394.0 2397.0 MA
61 MA606 20250909 2394.0 2395.0 ... 4.79 2395.0 2403.0 MA
62 MA607 20250909 2393.0 2393.0 ... 85.75 2382.0 2392.0 MA
63 MA608 20250909 2391.0 2391.0 ... 7.16 2388.0 2403.0 MA
64 OI509 20250909 9950.0 9984.0 ... 2990.35 9968.0 9915.0 OI
65 OI511 20250909 10026.0 10035.0 ... 495784.10 9999.0 9921.0 OI
66 OI601 20250909 9847.0 9871.0 ... 2580180.42 9845.0 9782.0 OI
67 OI603 20250909 9676.0 9710.0 ... 3310.56 9680.0 9632.0 OI
68 OI605 20250909 9541.0 9570.0 ... 216425.92 9530.0 9505.0 OI
69 OI607 20250909 9497.0 9516.0 ... 1090.17 9480.0 9440.0 OI
70 PF509 20250909 0.0 0.0 ... 0.00 6268.0 6264.0 PF
71 PF510 20250909 6400.0 6400.0 ... 59152.34 6360.0 6336.0 PF
72 PF511 20250909 6358.0 6366.0 ... 459479.05 6340.0 6324.0 PF
73 PF512 20250909 6370.0 6370.0 ... 140679.42 6322.0 6310.0 PF
74 PF601 20250909 6384.0 6388.0 ... 12038.09 6368.0 6366.0 PF
75 PF602 20250909 6394.0 6402.0 ... 44389.23 6374.0 6376.0 PF
76 PF603 20250909 6386.0 6386.0 ... 15.97 6386.0 6386.0 PF
77 PF604 20250909 0.0 0.0 ... 0.00 6442.0 6442.0 PF
78 PF605 20250909 0.0 0.0 ... 0.00 6454.0 6454.0 PF
79 PF606 20250909 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250909 0.0 0.0 ... 0.00 6492.0 6480.0 PF
81 PF608 20250909 0.0 0.0 ... 0.00 6508.0 6490.0 PF
82 PK510 20250909 7984.0 8000.0 ... 56800.39 7926.0 7986.0 PK
83 PK511 20250909 7860.0 7884.0 ... 444429.83 7830.0 7856.0 PK
84 PK512 20250909 7874.0 7898.0 ... 134430.25 7844.0 7864.0 PK
85 PK601 20250909 7888.0 7906.0 ... 54574.51 7860.0 7874.0 PK
86 PK603 20250909 7898.0 7898.0 ... 177.32 7882.0 7884.0 PK
87 PK604 20250909 7906.0 7918.0 ... 197.38 7896.0 7894.0 PK
88 PK605 20250909 7910.0 7914.0 ... 5695.36 7884.0 7900.0 PK
89 PL601 20250909 6430.0 6430.0 ... 33072.70 6395.0 6388.0 PL
90 PL602 20250909 6448.0 6456.0 ... 334.48 6432.0 6446.0 PL
91 PL603 20250909 6434.0 6434.0 ... 64.27 6427.0 6451.0 PL
92 PL604 20250909 0.0 0.0 ... 0.00 6465.0 6475.0 PL
93 PL605 20250909 6358.0 6361.0 ... 25.44 6360.0 6391.0 PL
94 PL606 20250909 6424.0 6424.0 ... 12.85 6424.0 6424.0 PL
95 PL607 20250909 6424.0 6424.0 ... 12.85 6424.0 6464.0 PL
96 PL608 20250909 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250909 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250909 0.0 0.0 ... 0.00 5794.0 5794.0 PR
104 PR510 20250909 5868.0 5872.0 ... 10347.77 5836.0 5834.0 PR
105 PR511 20250909 5868.0 5872.0 ... 283115.06 5834.0 5844.0 PR
106 PR512 20250909 5876.0 5878.0 ... 132496.53 5842.0 5854.0 PR
107 PR601 20250909 5878.0 5878.0 ... 31881.14 5846.0 5854.0 PR
108 PR602 20250909 0.0 0.0 ... 0.00 5886.0 5876.0 PR
109 PR603 20250909 0.0 0.0 ... 0.00 5894.0 5890.0 PR
110 PR604 20250909 0.0 0.0 ... 0.00 5892.0 5882.0 PR
111 PR605 20250909 5916.0 5916.0 ... 8.87 5916.0 5906.0 PR
112 PR606 20250909 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250909 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250909 0.0 0.0 ... 0.00 5960.0 5960.0 PR
115 PX509 20250909 0.0 0.0 ... 0.00 6724.0 6730.0 PX
116 PX510 20250909 6756.0 6756.0 ... 8687.10 6708.0 6706.0 PX
117 PX511 20250909 6768.0 6768.0 ... 496469.85 6708.0 6714.0 PX
118 PX512 20250909 6748.0 6748.0 ... 143746.16 6690.0 6696.0 PX
119 PX601 20250909 6716.0 6716.0 ... 78664.32 6674.0 6668.0 PX
120 PX602 20250909 6696.0 6696.0 ... 13598.00 6660.0 6658.0 PX
121 PX603 20250909 6652.0 6652.0 ... 6.65 6646.0 6634.0 PX
122 PX604 20250909 0.0 0.0 ... 0.00 6696.0 6696.0 PX
123 PX605 20250909 6702.0 6702.0 ... 373.85 6676.0 6664.0 PX
124 PX606 20250909 6682.0 6682.0 ... 3.34 6682.0 6706.0 PX
125 PX607 20250909 6674.0 6674.0 ... 3.34 6674.0 6722.0 PX
126 PX608 20250909 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250909 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250909 2580.0 2580.0 ... 334.54 2573.0 2575.0 RM
134 RM511 20250909 2550.0 2559.0 ... 15329.09 2548.0 2556.0 RM
135 RM601 20250909 2537.0 2557.0 ... 634313.36 2539.0 2543.0 RM
136 RM603 20250909 2427.0 2445.0 ... 7668.25 2432.0 2426.0 RM
137 RM605 20250909 2396.0 2412.0 ... 117107.73 2399.0 2395.0 RM
138 RM607 20250909 2379.0 2392.0 ... 23475.46 2380.0 2383.0 RM
139 RM608 20250909 2475.0 2489.0 ... 771.18 2480.0 2474.0 RM
140 RS509 20250909 0.0 0.0 ... 0.00 4854.0 4838.0 RS
141 RS511 20250909 5209.0 5212.0 ... 51.96 5196.0 5184.0 RS
142 RS607 20250909 5511.0 5602.0 ... 155.71 5561.0 5543.0 RS
143 RS608 20250909 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250909 1167.0 1173.0 ... 2515.61 1167.0 1165.0 SA
145 SA510 20250909 1213.0 1222.0 ... 33263.59 1212.0 1212.0 SA
146 SA511 20250909 1227.0 1231.0 ... 250002.89 1219.0 1220.0 SA
147 SA512 20250909 1283.0 1289.0 ... 87096.11 1275.0 1276.0 SA
148 SA601 20250909 1293.0 1299.0 ... 2839531.36 1287.0 1286.0 SA
149 SA602 20250909 1326.0 1330.0 ... 62674.38 1316.0 1318.0 SA
150 SA603 20250909 1337.0 1337.0 ... 2371.62 1323.0 1325.0 SA
151 SA604 20250909 1370.0 1374.0 ... 3728.46 1360.0 1368.0 SA
152 SA605 20250909 1372.0 1378.0 ... 96798.51 1367.0 1372.0 SA
153 SA606 20250909 1383.0 1387.0 ... 507.15 1378.0 1381.0 SA
154 SA607 20250909 1386.0 1389.0 ... 839.95 1377.0 1380.0 SA
155 SA608 20250909 1400.0 1406.0 ... 416.35 1397.0 1399.0 SA
156 SF509 20250909 5450.0 5480.0 ... 307.75 5448.0 5414.0 SF
157 SF510 20250909 5462.0 5498.0 ... 18900.46 5468.0 5414.0 SF
158 SF511 20250909 5624.0 5662.0 ... 400489.95 5630.0 5578.0 SF
159 SF512 20250909 5586.0 5614.0 ... 92623.74 5584.0 5534.0 SF
160 SF601 20250909 5588.0 5616.0 ... 125748.63 5586.0 5542.0 SF
161 SF602 20250909 5550.0 5582.0 ... 39671.48 5548.0 5508.0 SF
162 SF603 20250909 5754.0 5756.0 ... 14.36 5744.0 5690.0 SF
163 SF604 20250909 5736.0 5736.0 ... 5.72 5722.0 5658.0 SF
164 SF605 20250909 5688.0 5720.0 ... 899.25 5692.0 5658.0 SF
165 SF606 20250909 5656.0 5660.0 ... 28.28 5656.0 5618.0 SF
166 SF607 20250909 5808.0 5826.0 ... 8.72 5810.0 5758.0 SF
167 SF608 20250909 5736.0 5758.0 ... 20.10 5744.0 5726.0 SF
168 SH509 20250909 0.0 0.0 ... 0.00 2656.0 2661.0 SH
169 SH510 20250909 2570.0 2587.0 ... 79548.13 2567.0 2570.0 SH
170 SH511 20250909 2588.0 2596.0 ... 525886.10 2571.0 2585.0 SH
171 SH512 20250909 2598.0 2612.0 ... 237136.33 2590.0 2604.0 SH
172 SH601 20250909 2588.0 2593.0 ... 2024748.37 2578.0 2583.0 SH
173 SH602 20250909 2607.0 2609.0 ... 22017.75 2595.0 2600.0 SH
174 SH603 20250909 2616.0 2626.0 ... 1670.27 2614.0 2616.0 SH
175 SH604 20250909 2668.0 2668.0 ... 151.28 2654.0 2659.0 SH
176 SH605 20250909 2680.0 2681.0 ... 12439.80 2667.0 2673.0 SH
177 SH606 20250909 2670.0 2686.0 ... 152.26 2671.0 2680.0 SH
178 SH607 20250909 2668.0 2680.0 ... 208.20 2669.0 2673.0 SH
179 SH608 20250909 0.0 0.0 ... 0.00 2683.0 2683.0 SH
180 SM509 20250909 5720.0 5764.0 ... 1986.60 5742.0 5708.0 SM
181 SM510 20250909 5754.0 5780.0 ... 21824.63 5756.0 5726.0 SM
182 SM511 20250909 5840.0 5852.0 ... 235701.28 5826.0 5798.0 SM
183 SM512 20250909 5846.0 5856.0 ... 42865.71 5832.0 5808.0 SM
184 SM601 20250909 5840.0 5864.0 ... 347986.20 5838.0 5806.0 SM
185 SM602 20250909 5858.0 5870.0 ... 157117.32 5844.0 5806.0 SM
186 SM603 20250909 5858.0 5858.0 ... 26.34 5854.0 5832.0 SM
187 SM604 20250909 5864.0 5864.0 ... 5.86 5864.0 5816.0 SM
188 SM605 20250909 5880.0 5904.0 ... 4777.08 5880.0 5854.0 SM
189 SM606 20250909 5880.0 5880.0 ... 2.94 5880.0 5858.0 SM
190 SM607 20250909 5890.0 5898.0 ... 14.73 5894.0 5902.0 SM
191 SM608 20250909 0.0 0.0 ... 0.00 5886.0 5860.0 SM
192 SR509 20250909 5540.0 5540.0 ... 210.29 5534.0 5540.0 SR
193 SR511 20250909 5530.0 5558.0 ... 112762.65 5525.0 5516.0 SR
194 SR601 20250909 5535.0 5538.0 ... 849127.29 5521.0 5522.0 SR
195 SR603 20250909 5523.0 5526.0 ... 1460.58 5512.0 5511.0 SR
196 SR605 20250909 5516.0 5519.0 ... 38885.99 5503.0 5506.0 SR
197 SR607 20250909 5508.0 5515.0 ... 3701.67 5500.0 5506.0 SR
198 TA509 20250909 4570.0 4600.0 ... 6553.18 4580.0 4544.0 TA
199 TA510 20250909 4652.0 4658.0 ... 47427.45 4640.0 4624.0 TA
200 TA511 20250909 4664.0 4674.0 ... 279933.49 4648.0 4640.0 TA
201 TA512 20250909 4686.0 4686.0 ... 148433.18 4660.0 4656.0 TA
202 TA601 20250909 4698.0 4698.0 ... 1006864.04 4670.0 4662.0 TA
203 TA602 20250909 4688.0 4694.0 ... 10259.67 4676.0 4674.0 TA
204 TA603 20250909 4710.0 4710.0 ... 53.92 4690.0 4700.0 TA
205 TA604 20250909 4696.0 4696.0 ... 21.11 4692.0 4702.0 TA
206 TA605 20250909 4736.0 4736.0 ... 32238.31 4702.0 4700.0 TA
207 TA606 20250909 4708.0 4710.0 ... 4.71 4710.0 4684.0 TA
208 TA607 20250909 4720.0 4720.0 ... 2.36 4720.0 4708.0 TA
209 TA608 20250909 4730.0 4730.0 ... 2.37 4730.0 4722.0 TA
210 UR509 20250909 1633.0 1633.0 ... 897.09 1625.0 1653.0 UR
211 UR510 20250909 1661.0 1663.0 ... 15988.70 1650.0 1669.0 UR
212 UR511 20250909 1693.0 1699.0 ... 48433.83 1681.0 1702.0 UR
213 UR512 20250909 1697.0 1699.0 ... 17355.75 1684.0 1705.0 UR
214 UR601 20250909 1699.0 1701.0 ... 614104.61 1686.0 1703.0 UR
215 UR602 20250909 1695.0 1698.0 ... 809.77 1687.0 1702.0 UR
216 UR603 20250909 1742.0 1742.0 ... 706.17 1731.0 1747.0 UR
217 UR604 20250909 1737.0 1737.0 ... 245.90 1732.0 1749.0 UR
218 UR605 20250909 1740.0 1744.0 ... 37407.45 1734.0 1745.0 UR
219 UR606 20250909 1735.0 1735.0 ... 179.90 1730.0 1740.0 UR
220 UR607 20250909 1763.0 1768.0 ... 77.43 1760.0 1769.0 UR
221 UR608 20250909 1761.0 1761.0 ... 105.17 1753.0 1765.0 UR
222 WH509 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250909 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250909 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 18:25:53,652 - future_1d - INFO - ak.get_czce_daily('2025-09-09') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250909 ... 79760 79710 CU
1 1 CU2510 20250909 ... 79710 79730 CU
2 2 CU2511 20250909 ... 79670 79690 CU
3 3 CU2512 20250909 ... 79640 79660 CU
4 4 CU2601 20250909 ... 79600 79620 CU
5 5 CU2602 20250909 ... 79620 79620 CU
6 6 CU2603 20250909 ... 79630 79620 CU
7 7 CU2604 20250909 ... 79700 79640 CU
8 8 CU2605 20250909 ... 79690 79680 CU
9 9 CU2606 20250909 ... 79690 79640 CU
10 10 CU2607 20250909 ... 79700 79680 CU
11 11 CU2608 20250909 ... 79740 79710 CU
12 12 BC2509 20250909 ... 70500 70330 BC
13 13 BC2510 20250909 ... 70810 70780 BC
14 14 BC2511 20250909 ... 70780 70810 BC
15 15 BC2512 20250909 ... 70790 70790 BC
16 16 BC2601 20250909 ... 70880 70810 BC
17 17 BC2602 20250909 ... 70900 70900 BC
18 18 BC2603 20250909 ... 70880 70820 BC
19 19 BC2604 20250909 ... 71200 71200 BC
20 20 BC2605 20250909 ... 71170 71170 BC
21 21 BC2606 20250909 ... 70700 70700 BC
22 22 BC2607 20250909 ... 70900 70900 BC
23 23 BC2608 20250909 ... 70800 70800 BC
24 24 AL2509 20250909 ... 20745 20690 AL
25 25 AL2510 20250909 ... 20750 20710 AL
26 26 AL2511 20250909 ... 20730 20695 AL
27 27 AL2512 20250909 ... 20715 20670 AL
28 28 AL2601 20250909 ... 20695 20655 AL
29 29 AL2602 20250909 ... 20695 20650 AL
30 30 AL2603 20250909 ... 20720 20685 AL
31 31 AL2604 20250909 ... 20740 20700 AL
32 32 AL2605 20250909 ... 20755 20750 AL
33 33 AL2606 20250909 ... 20765 20735 AL
34 34 AL2607 20250909 ... 20775 20755 AL
35 35 AL2608 20250909 ... 20775 20755 AL
36 36 ZN2509 20250909 ... 22155 22185 ZN
37 37 ZN2510 20250909 ... 22200 22245 ZN
38 38 ZN2511 20250909 ... 22205 22235 ZN
39 39 ZN2512 20250909 ... 22210 22240 ZN
40 40 ZN2601 20250909 ... 22215 22250 ZN
41 41 ZN2602 20250909 ... 22215 22235 ZN
42 42 ZN2603 20250909 ... 22230 22275 ZN
43 43 ZN2604 20250909 ... 22245 22270 ZN
44 44 ZN2605 20250909 ... 22270 22285 ZN
45 45 ZN2606 20250909 ... 22280 22310 ZN
46 46 ZN2607 20250909 ... 22250 22340 ZN
47 47 ZN2608 20250909 ... 22310 22315 ZN
48 48 PB2509 20250909 ... 16850 16835 PB
49 49 PB2510 20250909 ... 16915 16890 PB
50 50 PB2511 20250909 ... 16915 16890 PB
51 51 PB2512 20250909 ... 16920 16905 PB
52 52 PB2601 20250909 ... 16925 16915 PB
53 53 PB2602 20250909 ... 16945 16925 PB
54 54 PB2603 20250909 ... 16970 16960 PB
55 55 PB2604 20250909 ... 16990 16995 PB
56 56 PB2605 20250909 ... 17000 16995 PB
57 57 PB2606 20250909 ... 17030 17015 PB
58 58 PB2607 20250909 ... 17020 17020 PB
59 59 PB2608 20250909 ... 17060 17060 PB
60 60 NI2509 20250909 ... 120640 121240 NI
61 61 NI2510 20250909 ... 120940 121510 NI
62 62 NI2511 20250909 ... 121110 121660 NI
63 63 NI2512 20250909 ... 121320 121870 NI
64 64 NI2601 20250909 ... 121610 122130 NI
65 65 NI2602 20250909 ... 121760 122430 NI
66 66 NI2603 20250909 ... 122100 122760 NI
67 67 NI2604 20250909 ... 122290 122950 NI
68 68 NI2605 20250909 ... 122440 122930 NI
69 69 NI2606 20250909 ... 122750 123420 NI
70 70 NI2607 20250909 ... 122990 123570 NI
71 71 NI2608 20250909 ... 123060 123860 NI
72 72 SN2509 20250909 ... 269640 270130 SN
73 73 SN2510 20250909 ... 269790 271110 SN
74 74 SN2511 20250909 ... 270010 271190 SN
75 75 SN2512 20250909 ... 270020 270980 SN
76 76 SN2601 20250909 ... 269950 270710 SN
77 77 SN2602 20250909 ... 269870 271430 SN
78 78 SN2603 20250909 ... 270180 271600 SN
79 79 SN2604 20250909 ... 270260 270450 SN
80 80 SN2605 20250909 ... 270760 271370 SN
81 81 SN2606 20250909 ... 270710 273640 SN
82 82 SN2607 20250909 ... 270170 272320 SN
83 83 SN2608 20250909 ... 271420 272080 SN
84 84 AO2509 20250909 ... 2908 2917 AO
85 85 AO2510 20250909 ... 2919 2945 AO
86 86 AO2511 20250909 ... 2927 2955 AO
87 87 AO2512 20250909 ... 2935 2959 AO
88 88 AO2601 20250909 ... 2944 2965 AO
89 89 AO2602 20250909 ... 2948 2968 AO
90 90 AO2603 20250909 ... 3011 3028 AO
91 91 AO2604 20250909 ... 3021 3036 AO
92 92 AO2605 20250909 ... 3031 3049 AO
93 93 AO2606 20250909 ... 3037 3065 AO
94 94 AO2607 20250909 ... 3055 3075 AO
95 95 AO2608 20250909 ... 3070 3088 AO
96 96 AD2511 20250909 ... 20320 20305 AD
97 97 AD2512 20250909 ... 20335 20325 AD
98 98 AD2601 20250909 ... 20325 20285 AD
99 99 AD2602 20250909 ... 20280 20280 AD
100 100 AD2603 20250909 ... 20295 20295 AD
101 101 AD2604 20250909 ... 20240 20240 AD
102 102 AD2605 20250909 ... 20210 20210 AD
103 103 AD2606 20250909 ... 20155 20155 AD
104 104 AD2607 20250909 ... 20150 20150 AD
105 105 AD2608 20250909 ... 20170 20170 AD
106 106 AU2509 20250909 ... 831.12 819.72 AU
107 107 AU2510 20250909 ... 831.68 821.36 AU
108 108 AU2511 20250909 ... 832.74 822.48 AU
109 109 AU2512 20250909 ... 834.4 823.34 AU
110 110 AU2602 20250909 ... 836.64 825.52 AU
111 111 AU2604 20250909 ... 838.66 827.56 AU
112 112 AU2606 20250909 ... 841.12 829.82 AU
113 113 AU2608 20250909 ... 842.94 832.16 AU
114 114 AG2509 20250909 ... 9844 9778 AG
115 115 AG2510 20250909 ... 9867 9809 AG
116 116 AG2511 20250909 ... 9877 9826 AG
117 117 AG2512 20250909 ... 9889 9831 AG
118 118 AG2601 20250909 ... 9899 9845 AG
119 119 AG2602 20250909 ... 9908 9853 AG
120 120 AG2603 20250909 ... 9925 9874 AG
121 121 AG2604 20250909 ... 9934 9880 AG
122 122 AG2605 20250909 ... 9949 9895 AG
123 123 AG2606 20250909 ... 9962 9916 AG
124 124 AG2607 20250909 ... 9980 9932 AG
125 125 AG2608 20250909 ... 9993 9935 AG
126 126 RB2509 20250909 ... 2951 2949 RB
127 127 RB2510 20250909 ... 3043 3035 RB
128 128 RB2511 20250909 ... 3061 3054 RB
129 129 RB2512 20250909 ... 3107 3097 RB
130 130 RB2601 20250909 ... 3132 3123 RB
131 131 RB2602 20250909 ... 3125 3126 RB
132 132 RB2603 20250909 ... 3143 3140 RB
133 133 RB2604 20250909 ... 3164 3158 RB
134 134 RB2605 20250909 ... 3177 3170 RB
135 135 RB2606 20250909 ... 3190 3188 RB
136 136 RB2607 20250909 ... 3214 3203 RB
137 137 RB2608 20250909 ... 3218 3219 RB
138 138 WR2509 20250909 ... 3342 3342 WR
139 139 WR2510 20250909 ... 3287 3283 WR
140 140 WR2511 20250909 ... 3320 3365 WR
141 141 WR2512 20250909 ... 3349 3349 WR
142 142 WR2601 20250909 ... 3352 3376 WR
143 143 WR2602 20250909 ... 3337 3337 WR
144 144 WR2603 20250909 ... 3338 3435 WR
145 145 WR2604 20250909 ... 3400 3400 WR
146 146 WR2605 20250909 ... 3414 3429 WR
147 147 WR2606 20250909 ... 3375 3375 WR
148 148 WR2607 20250909 ... 3432 3387 WR
149 149 WR2608 20250909 ... 3414 3414 WR
150 150 HC2509 20250909 ... 3396 3396 HC
151 151 HC2510 20250909 ... 3384 3365 HC
152 152 HC2511 20250909 ... 3373 3354 HC
153 153 HC2512 20250909 ... 3366 3344 HC
154 154 HC2601 20250909 ... 3355 3335 HC
155 155 HC2602 20250909 ... 3353 3337 HC
156 156 HC2603 20250909 ... 3357 3339 HC
157 157 HC2604 20250909 ... 3359 3341 HC
158 158 HC2605 20250909 ... 3361 3345 HC
159 159 HC2606 20250909 ... 3366 3353 HC
160 160 HC2607 20250909 ... 3368 3347 HC
161 161 HC2608 20250909 ... 3371 3350 HC
162 162 SS2509 20250909 ... 12800 12730 SS
163 163 SS2510 20250909 ... 12850 12830 SS
164 164 SS2511 20250909 ... 12930 12895 SS
165 165 SS2512 20250909 ... 12975 12935 SS
166 166 SS2601 20250909 ... 13025 12995 SS
167 167 SS2602 20250909 ... 13065 13035 SS
168 168 SS2603 20250909 ... 13175 13115 SS
169 169 SS2604 20250909 ... 13190 13185 SS
170 170 SS2605 20250909 ... 13295 13250 SS
171 171 SS2606 20250909 ... 13330 13285 SS
172 172 SS2607 20250909 ... 13405 13350 SS
173 173 SS2608 20250909 ... 13445 13395 SS
174 174 SC2510 20250909 ... 483.4 476.2 SC
175 175 SC2511 20250909 ... 481.3 477.2 SC
176 176 SC2512 20250909 ... 479.6 476.7 SC
177 177 SC2601 20250909 ... 477.3 474.2 SC
178 178 SC2602 20250909 ... 476 472.6 SC
179 179 SC2603 20250909 ... 474.9 472.2 SC
180 180 SC2604 20250909 ... 473.4 470 SC
181 181 SC2605 20250909 ... 472.7 469.8 SC
182 182 SC2606 20250909 ... 471.4 469.2 SC
183 183 SC2607 20250909 ... 467.9 466.6 SC
184 184 SC2608 20250909 ... 467.4 463.1 SC
185 185 SC2609 20250909 ... 466 463.7 SC
186 186 SC2612 20250909 ... 464.8 459.9 SC
187 187 SC2703 20250909 ... 462.1 466.8 SC
188 188 SC2706 20250909 ... 459.3 457.5 SC
189 189 SC2709 20250909 ... 460.6 461.1 SC
190 190 SC2712 20250909 ... 461.7 464.6 SC
191 191 SC2803 20250909 ... 460.8 459.2 SC
192 192 SC2806 20250909 ... 458.5 457.3 SC
193 193 SC2809 20250909 ... 458.1 459 SC
194 194 LU2510 20250909 ... 3345 3339 LU
195 195 LU2511 20250909 ... 3367 3362 LU
196 196 LU2512 20250909 ... 3365 3355 LU
197 197 LU2601 20250909 ... 3358 3345 LU
198 198 LU2602 20250909 ... 3340 3345 LU
199 199 LU2603 20250909 ... 3336 3325 LU
200 200 LU2604 20250909 ... 3334 3308 LU
201 201 LU2605 20250909 ... 3325 3328 LU
202 202 LU2606 20250909 ... 3313 3309 LU
203 203 LU2607 20250909 ... 3320 3308 LU
204 204 LU2608 20250909 ... 3329 3319 LU
205 205 LU2609 20250909 ... 3316 3317 LU
206 206 FU2510 20250909 ... 2787 2781 FU
207 207 FU2511 20250909 ... 2787 2772 FU
208 208 FU2512 20250909 ... 2768 2748 FU
209 209 FU2601 20250909 ... 2756 2735 FU
210 210 FU2602 20250909 ... 2740 2719 FU
211 211 FU2603 20250909 ... 2727 2704 FU
212 212 FU2604 20250909 ... 2725 2708 FU
213 213 FU2605 20250909 ... 2716 2691 FU
214 214 FU2606 20250909 ... 2711 2688 FU
215 215 FU2607 20250909 ... 2700 2682 FU
216 216 FU2608 20250909 ... 2693 2677 FU
217 217 FU2609 20250909 ... 2674 2657 FU
218 218 BU2509 20250909 ... 3448 3448 BU
219 219 BU2510 20250909 ... 3444 3443 BU
220 220 BU2511 20250909 ... 3420 3417 BU
221 221 BU2512 20250909 ... 3374 3371 BU
222 222 BU2601 20250909 ... 3348 3345 BU
223 223 BU2602 20250909 ... 3348 3348 BU
224 224 BU2603 20250909 ... 3352 3347 BU
225 225 BU2604 20250909 ... 3348 3332 BU
226 226 BU2605 20250909 ... 3351 3353 BU
227 227 BU2606 20250909 ... 3344 3343 BU
228 228 BU2607 20250909 ... 3341 3341 BU
229 229 BU2608 20250909 ... 3340 3316 BU
230 230 BU2609 20250909 ... 3329 3324 BU
231 231 BU2612 20250909 ... 3293 3286 BU
232 232 BU2703 20250909 ... 3293 3293 BU
233 233 BU2706 20250909 ... 3302 3294 BU
234 234 BR2509 20250909 ... 11930 12090 BR
235 235 BR2510 20250909 ... 11820 12025 BR
236 236 BR2511 20250909 ... 11795 12010 BR
237 237 BR2512 20250909 ... 11785 11970 BR
238 238 BR2601 20250909 ... 11775 11975 BR
239 239 BR2602 20250909 ... 11895 11990 BR
240 240 BR2603 20250909 ... 11725 12000 BR
241 241 BR2604 20250909 ... 11670 12055 BR
242 242 BR2605 20250909 ... 11880 12055 BR
243 243 BR2606 20250909 ... 11815 12015 BR
244 244 BR2607 20250909 ... 12000 12165 BR
245 245 BR2608 20250909 ... 11915 12205 BR
246 246 RU2509 20250909 ... 15180 15310 RU
247 247 RU2510 20250909 ... 15170 15325 RU
248 248 RU2511 20250909 ... 15100 15260 RU
249 249 RU2601 20250909 ... 16090 16245 RU
250 250 RU2603 20250909 ... 16045 16250 RU
251 251 RU2604 20250909 ... 16065 16255 RU
252 252 RU2605 20250909 ... 16125 16280 RU
253 253 RU2606 20250909 ... 16115 16310 RU
254 254 RU2607 20250909 ... 16180 16340 RU
255 255 RU2608 20250909 ... 16205 16380 RU
256 256 NR2509 20250909 ... 12705 12890 NR
257 257 NR2510 20250909 ... 12800 12975 NR
258 258 NR2511 20250909 ... 12840 13030 NR
259 259 NR2512 20250909 ... 12870 13065 NR
260 260 NR2601 20250909 ... 12920 13090 NR
261 261 NR2602 20250909 ... 12905 13100 NR
262 262 NR2603 20250909 ... 12885 13055 NR
263 263 NR2604 20250909 ... 12895 13045 NR
264 264 NR2605 20250909 ... 12935 13050 NR
265 265 NR2606 20250909 ... 13000 13085 NR
266 266 NR2607 20250909 ... 13060 13095 NR
267 267 NR2608 20250909 ... 12865 13100 NR
268 268 SP2509 20250909 ... 4954 4956 SP
269 269 SP2510 20250909 ... 4960 4988 SP
270 270 SP2511 20250909 ... 4994 5016 SP
271 271 SP2512 20250909 ... 5008 5028 SP
272 272 SP2601 20250909 ... 5270 5284 SP
273 273 SP2602 20250909 ... 5254 5260 SP
274 274 SP2603 20250909 ... 5266 5274 SP
275 275 SP2604 20250909 ... 5284 5274 SP
276 276 SP2605 20250909 ... 5282 5294 SP
277 277 SP2606 20250909 ... 5290 5300 SP
278 278 SP2607 20250909 ... 5292 5294 SP
279 279 SP2608 20250909 ... 5296 5304 SP
280 280 EC2510 20250909 ... 1272.8 1281.1 EC
281 281 EC2512 20250909 ... 1674.4 1666.1 EC
282 282 EC2602 20250909 ... 1521.8 1512.9 EC
283 283 EC2604 20250909 ... 1249.5 1246 EC
284 284 EC2606 20250909 ... 1429.9 1433.1 EC
285 285 EC2608 20250909 ... 1606.3 1603.9 EC
286 286 SC_TAS2510 20250909 ... SC_TAS
287 287 SC_TAS2511 20250909 ... SC_TAS
288 288 SC_TAS2512 20250909 ... SC_TAS
289 289 SC_TAS2601 20250909 ... SC_TAS
[290 rows x 13 columns]
2025-09-17 18:25:53,766 - future_1d - INFO - ak.get_shfe_daily('2025-09-09') done
symbol date open ... settle pre_settle variety
0 a2509 20250909 0.00 ... 4067.00 4067.00 A
1 a2511 20250909 3973.00 ... 3971.00 3973.00 A
2 a2601 20250909 3976.00 ... 3970.00 3973.00 A
3 a2603 20250909 3976.00 ... 3971.00 3974.00 A
4 a2605 20250909 4028.00 ... 4016.00 4019.00 A
5 a2607 20250909 4023.00 ... 4018.00 4023.00 A
6 b2509 20250909 0.00 ... 3681.00 3681.00 B
7 b2510 20250909 3713.00 ... 3720.00 3730.00 B
8 b2511 20250909 3764.00 ... 3755.00 3765.00 B
9 b2512 20250909 3788.00 ... 3786.00 3790.00 B
10 b2601 20250909 3784.00 ... 3785.00 3784.00 B
11 b2602 20250909 3768.00 ... 3766.00 3768.00 B
12 b2603 20250909 3720.00 ... 3712.00 3714.00 B
13 b2604 20250909 3604.00 ... 3597.00 3600.00 B
14 b2605 20250909 3525.00 ... 3521.00 3526.00 B
15 b2606 20250909 3498.00 ... 3497.00 3500.00 B
16 b2607 20250909 3504.00 ... 3499.00 3506.00 B
17 b2608 20250909 3597.00 ... 3597.00 3597.00 B
18 bb2509 20250909 0.00 ... 136.00 136.00 BB
19 bb2511 20250909 142.00 ... 142.15 141.20 BB
20 bb2601 20250909 146.50 ... 146.90 146.90 BB
21 bb2603 20250909 146.65 ... 147.15 146.35 BB
22 bb2605 20250909 0.00 ... 141.45 140.70 BB
23 bb2607 20250909 0.00 ... 146.25 145.50 BB
24 bz2603 20250909 6011.00 ... 5998.00 6013.00 BZ
25 bz2604 20250909 5984.00 ... 5979.00 5998.00 BZ
26 bz2605 20250909 6012.00 ... 6012.00 6012.00 BZ
27 bz2606 20250909 6001.00 ... 6002.00 5991.00 BZ
28 bz2607 20250909 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250909 6005.00 ... 6005.00 5951.00 BZ
30 c2509 20250909 2285.00 ... 2285.00 2285.00 C
31 c2511 20250909 2231.00 ... 2215.00 2226.00 C
32 c2601 20250909 2211.00 ... 2191.00 2203.00 C
33 c2603 20250909 2214.00 ... 2204.00 2212.00 C
34 c2605 20250909 2268.00 ... 2258.00 2266.00 C
35 c2607 20250909 2275.00 ... 2266.00 2274.00 C
36 cs2509 20250909 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250909 2528.00 ... 2513.00 2523.00 CS
38 cs2601 20250909 2542.00 ... 2532.00 2540.00 CS
39 cs2603 20250909 2549.00 ... 2538.00 2547.00 CS
40 cs2605 20250909 2621.00 ... 2614.00 2617.00 CS
41 cs2607 20250909 2622.00 ... 2615.00 2620.00 CS
42 eb2509 20250909 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250909 7090.00 ... 7047.00 7062.00 EB
44 eb2511 20250909 7100.00 ... 7058.00 7072.00 EB
45 eb2512 20250909 7100.00 ... 7065.00 7080.00 EB
46 eb2601 20250909 7130.00 ... 7093.00 7108.00 EB
47 eb2602 20250909 7149.00 ... 7123.00 7136.00 EB
48 eb2603 20250909 7180.00 ... 7156.00 7167.00 EB
49 eb2604 20250909 0.00 ... 7193.00 7193.00 EB
50 eb2605 20250909 7229.00 ... 7194.00 7207.00 EB
51 eb2606 20250909 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250909 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250909 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250909 4373.00 ... 4361.00 4386.00 EG
55 eg2510 20250909 4375.00 ... 4351.00 4383.00 EG
56 eg2511 20250909 4361.00 ... 4328.00 4372.00 EG
57 eg2512 20250909 4344.00 ... 4325.00 4354.00 EG
58 eg2601 20250909 4342.00 ... 4319.00 4344.00 EG
59 eg2602 20250909 4347.00 ... 4325.00 4357.00 EG
60 eg2603 20250909 4329.00 ... 4323.00 4349.00 EG
61 eg2604 20250909 4348.00 ... 4348.00 4372.00 EG
62 eg2605 20250909 4363.00 ... 4348.00 4372.00 EG
63 eg2606 20250909 4357.00 ... 4355.00 4371.00 EG
64 eg2607 20250909 4358.00 ... 4358.00 4384.00 EG
65 eg2608 20250909 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250909 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250909 1274.50 ... 1273.00 1274.50 FB
68 fb2511 20250909 1262.00 ... 1258.00 1258.50 FB
69 fb2512 20250909 1257.00 ... 1254.50 1257.50 FB
70 fb2601 20250909 1246.50 ... 1245.00 1249.50 FB
71 fb2602 20250909 1238.00 ... 1238.00 1241.50 FB
72 fb2603 20250909 1244.00 ... 1246.00 1245.00 FB
73 fb2604 20250909 0.00 ... 1255.00 1255.00 FB
74 fb2605 20250909 0.00 ... 1321.00 1321.00 FB
75 fb2606 20250909 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250909 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250909 1300.00 ... 1296.00 1291.50 FB
78 i2509 20250909 839.00 ... 847.50 835.00 I
79 i2510 20250909 816.50 ... 823.50 810.50 I
80 i2511 20250909 810.00 ... 818.00 805.00 I
81 i2512 20250909 803.00 ... 811.50 798.50 I
82 i2601 20250909 792.00 ... 803.00 789.00 I
83 i2602 20250909 786.50 ... 798.00 783.00 I
84 i2603 20250909 782.00 ... 791.00 778.00 I
85 i2604 20250909 777.00 ... 788.00 773.50 I
86 i2605 20250909 768.50 ... 779.00 764.50 I
87 i2606 20250909 762.50 ... 772.00 759.50 I
88 i2607 20250909 758.50 ... 767.50 754.50 I
89 i2608 20250909 754.00 ... 762.50 750.50 I
90 j2509 20250909 0.00 ... 1512.50 1512.50 J
91 j2510 20250909 1510.00 ... 1514.00 1526.50 J
92 j2511 20250909 1543.50 ... 1546.50 1555.00 J
93 j2512 20250909 1583.00 ... 1584.50 1593.50 J
94 j2601 20250909 1620.00 ... 1615.50 1617.00 J
95 j2602 20250909 1642.00 ... 1645.50 1631.50 J
96 j2603 20250909 1660.00 ... 1660.00 1659.50 J
97 j2604 20250909 1722.00 ... 1720.50 1716.00 J
98 j2605 20250909 1747.50 ... 1744.00 1733.50 J
99 j2606 20250909 1765.50 ... 1761.00 1719.00 J
100 j2607 20250909 1768.50 ... 1768.50 1738.50 J
101 j2608 20250909 1762.50 ... 1770.00 1710.50 J
102 jd2509 20250909 3051.00 ... 3050.00 3072.00 JD
103 jd2510 20250909 2995.00 ... 3032.00 3004.00 JD
104 jd2511 20250909 3022.00 ... 3066.00 3027.00 JD
105 jd2512 20250909 3185.00 ... 3223.00 3199.00 JD
106 jd2601 20250909 3400.00 ... 3406.00 3384.00 JD
107 jd2602 20250909 3125.00 ... 3138.00 3125.00 JD
108 jd2603 20250909 3135.00 ... 3150.00 3138.00 JD
109 jd2604 20250909 3330.00 ... 3343.00 3326.00 JD
110 jd2605 20250909 3465.00 ... 3480.00 3461.00 JD
111 jd2606 20250909 3278.00 ... 3287.00 3280.00 JD
112 jd2607 20250909 3500.00 ... 3510.00 3503.00 JD
113 jd2608 20250909 3910.00 ... 3918.00 3911.00 JD
114 jm2509 20250909 950.00 ... 950.50 929.50 JM
115 jm2510 20250909 966.00 ... 963.00 969.50 JM
116 jm2511 20250909 1035.00 ... 1022.00 1028.00 JM
117 jm2512 20250909 1087.00 ... 1082.50 1086.50 JM
118 jm2601 20250909 1143.00 ... 1139.00 1142.50 JM
119 jm2602 20250909 1160.50 ... 1165.00 1165.50 JM
120 jm2603 20250909 1186.50 ... 1188.50 1188.50 JM
121 jm2604 20250909 1212.00 ... 1209.50 1208.00 JM
122 jm2605 20250909 1224.00 ... 1226.00 1223.50 JM
123 jm2606 20250909 1234.00 ... 1241.00 1240.50 JM
124 jm2607 20250909 1250.50 ... 1251.50 1251.00 JM
125 jm2608 20250909 1254.50 ... 1259.50 1260.50 JM
126 l2509 20250909 7217.00 ... 7140.00 7152.00 L
127 l2510 20250909 7247.00 ... 7203.00 7211.00 L
128 l2511 20250909 7227.00 ... 7212.00 7223.00 L
129 l2512 20250909 7252.00 ... 7221.00 7230.00 L
130 l2601 20250909 7248.00 ... 7228.00 7229.00 L
131 l2602 20250909 7239.00 ... 7219.00 7220.00 L
132 l2603 20250909 7216.00 ... 7217.00 7221.00 L
133 l2604 20250909 7275.00 ... 7246.00 7260.00 L
134 l2605 20250909 7259.00 ... 7239.00 7234.00 L
135 l2606 20250909 7228.00 ... 7228.00 7238.00 L
136 l2607 20250909 7267.00 ... 7251.00 7251.00 L
137 l2608 20250909 7285.00 ... 7269.00 7274.00 L
138 lg2509 20250909 780.00 ... 776.50 776.00 LG
139 lg2511 20250909 806.00 ... 805.50 807.00 LG
140 lg2601 20250909 825.00 ... 819.50 821.50 LG
141 lg2603 20250909 829.50 ... 826.00 827.50 LG
142 lg2605 20250909 833.50 ... 830.50 832.00 LG
143 lg2607 20250909 833.50 ... 833.00 833.00 LG
144 lh2509 20250909 13045.00 ... 13140.00 13100.00 LH
145 lh2511 20250909 13290.00 ... 13230.00 13305.00 LH
146 lh2601 20250909 13745.00 ... 13690.00 13800.00 LH
147 lh2603 20250909 13090.00 ... 12990.00 13090.00 LH
148 lh2605 20250909 13555.00 ... 13480.00 13585.00 LH
149 lh2607 20250909 14165.00 ... 14155.00 14190.00 LH
150 m2509 20250909 0.00 ... 3031.00 3031.00 M
151 m2511 20250909 3050.00 ... 3042.00 3051.00 M
152 m2512 20250909 3091.00 ... 3090.00 3091.00 M
153 m2601 20250909 3080.00 ... 3076.00 3079.00 M
154 m2603 20250909 3008.00 ... 2999.00 3007.00 M
155 m2605 20250909 2810.00 ... 2802.00 2811.00 M
156 m2607 20250909 2785.00 ... 2781.00 2792.00 M
157 m2608 20250909 2914.00 ... 2909.00 2918.00 M
158 p2509 20250909 9390.00 ... 9478.00 9320.00 P
159 p2510 20250909 9458.00 ... 9436.00 9422.00 P
160 p2511 20250909 9452.00 ... 9434.00 9414.00 P
161 p2512 20250909 9470.00 ... 9458.00 9434.00 P
162 p2601 20250909 9474.00 ... 9470.00 9438.00 P
163 p2602 20250909 9400.00 ... 9410.00 9400.00 P
164 p2603 20250909 9386.00 ... 9394.00 9386.00 P
165 p2604 20250909 9300.00 ... 9326.00 9284.00 P
166 p2605 20250909 9250.00 ... 9246.00 9218.00 P
167 p2606 20250909 9172.00 ... 9156.00 9122.00 P
168 p2607 20250909 9066.00 ... 9052.00 9038.00 P
169 p2608 20250909 8992.00 ... 8966.00 8956.00 P
170 pg2509 20250909 3730.00 ... 3706.00 3725.00 PG
171 pg2510 20250909 4440.00 ... 4413.00 4389.00 PG
172 pg2511 20250909 4377.00 ... 4356.00 4322.00 PG
173 pg2512 20250909 4330.00 ... 4294.00 4260.00 PG
174 pg2601 20250909 4256.00 ... 4235.00 4195.00 PG
175 pg2602 20250909 4171.00 ... 4166.00 4110.00 PG
176 pg2603 20250909 4073.00 ... 4079.00 4032.00 PG
177 pg2604 20250909 4412.00 ... 4409.00 4384.00 PG
178 pg2605 20250909 4334.00 ... 4323.00 4291.00 PG
179 pg2606 20250909 4250.00 ... 4261.00 4245.00 PG
180 pg2607 20250909 4194.00 ... 4207.00 4181.00 PG
181 pg2608 20250909 4157.00 ... 4163.00 4138.00 PG
182 pp2509 20250909 6688.00 ... 6835.00 6907.00 PP
183 pp2510 20250909 6900.00 ... 6868.00 6881.00 PP
184 pp2511 20250909 6913.00 ... 6896.00 6910.00 PP
185 pp2512 20250909 6955.00 ... 6925.00 6935.00 PP
186 pp2601 20250909 6970.00 ... 6945.00 6950.00 PP
187 pp2602 20250909 6941.00 ... 6922.00 6930.00 PP
188 pp2603 20250909 6910.00 ... 6922.00 6919.00 PP
189 pp2604 20250909 6964.00 ... 6950.00 6946.00 PP
190 pp2605 20250909 6989.00 ... 6962.00 6967.00 PP
191 pp2606 20250909 6944.00 ... 6931.00 6941.00 PP
192 pp2607 20250909 6891.00 ... 6897.00 6919.00 PP
193 pp2608 20250909 6905.00 ... 6906.00 6918.00 PP
194 rr2509 20250909 3620.00 ... 3620.00 3585.00 RR
195 rr2510 20250909 3609.00 ... 3609.00 3611.00 RR
196 rr2511 20250909 3612.00 ... 3613.00 3613.00 RR
197 rr2512 20250909 3611.00 ... 3609.00 3610.00 RR
198 rr2601 20250909 3620.00 ... 3620.00 3623.00 RR
199 rr2602 20250909 3604.00 ... 3604.00 3609.00 RR
200 rr2603 20250909 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250909 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250909 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250909 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250909 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250909 0.00 ... 3625.00 3625.00 RR
206 v2509 20250909 4727.00 ... 4710.00 4721.00 V
207 v2510 20250909 4770.00 ... 4755.00 4770.00 V
208 v2511 20250909 4811.00 ... 4787.00 4801.00 V
209 v2512 20250909 4848.00 ... 4822.00 4839.00 V
210 v2601 20250909 4890.00 ... 4864.00 4878.00 V
211 v2602 20250909 4921.00 ... 4898.00 4919.00 V
212 v2603 20250909 4956.00 ... 4931.00 4950.00 V
213 v2604 20250909 5160.00 ... 5120.00 5154.00 V
214 v2605 20250909 5192.00 ... 5173.00 5186.00 V
215 v2606 20250909 5216.00 ... 5192.00 5208.00 V
216 v2607 20250909 5248.00 ... 5241.00 5252.00 V
217 v2608 20250909 5298.00 ... 5271.00 5285.00 V
218 y2509 20250909 7916.00 ... 8286.00 8420.00 Y
219 y2511 20250909 8442.00 ... 8448.00 8432.00 Y
220 y2512 20250909 8468.00 ... 8466.00 8454.00 Y
221 y2601 20250909 8424.00 ... 8418.00 8408.00 Y
222 y2603 20250909 8362.00 ... 8336.00 8326.00 Y
223 y2605 20250909 8132.00 ... 8122.00 8110.00 Y
224 y2607 20250909 8078.00 ... 8080.00 8062.00 Y
225 y2608 20250909 8094.00 ... 8086.00 8052.00 Y
[226 rows x 12 columns]
2025-09-17 18:25:54,397 - future_1d - INFO - ak.get_dce_daily('2025-09-09') done
2025-09-17 18:25:56,159 - future_1d - INFO - save future_daily 2025-09-09 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250910 6883.800 ... 6887.800 6866.800 IC
1 IC2510 20250910 6812.400 ... 6825.800 6808.000 IC
2 IC2512 20250910 6690.000 ... 6710.000 6692.000 IC
3 IC2603 20250910 6546.000 ... 6556.600 6546.400 IC
4 IF2509 20250910 4430.800 ... 4444.600 4420.800 IF
5 IF2510 20250910 4430.000 ... 4437.200 4412.800 IF
6 IF2512 20250910 4399.800 ... 4415.200 4393.200 IF
7 IF2603 20250910 4380.400 ... 4394.000 4373.600 IF
8 IH2509 20250910 2928.000 ... 2944.200 2922.000 IH
9 IH2510 20250910 2928.000 ... 2943.400 2921.600 IH
10 IH2512 20250910 2928.400 ... 2943.200 2921.800 IH
11 IH2603 20250910 2927.800 ... 2945.800 2923.200 IH
12 IM2509 20250910 7176.800 ... 7176.600 7153.400 IM
13 IM2510 20250910 7100.800 ... 7112.400 7092.400 IM
14 IM2512 20250910 6956.600 ... 6965.000 6948.800 IM
15 IM2603 20250910 6778.200 ... 6777.400 6769.800 IM
16 T2509 20250910 107.970 ... 107.725 107.920 T
17 T2512 20250910 107.745 ... 107.505 107.785 T
18 T2603 20250910 107.480 ... 107.235 107.525 T
19 TF2509 20250910 105.645 ... 105.620 105.655 TF
20 TF2512 20250910 105.535 ... 105.445 105.580 TF
21 TF2603 20250910 105.475 ... 105.355 105.495 TF
22 TL2509 20250910 115.830 ... 115.240 116.310 TL
23 TL2512 20250910 115.520 ... 114.870 115.760 TL
24 TL2603 20250910 115.170 ... 114.530 115.390 TL
25 TS2509 20250910 102.346 ... 102.310 102.346 TS
26 TS2512 20250910 102.384 ... 102.348 102.390 TS
27 TS2603 20250910 102.308 ... 102.288 102.324 TS
[28 rows x 12 columns]
2025-09-17 18:26:02,541 - future_1d - INFO - ak.get_cffex_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250910 483 489.4 ... 5025181.2 486.1 483.4 SC
1 SC2511 20250910 482 489.6 ... 1613926.25 485.7 481.3 SC
2 SC2512 20250910 480.6 489.2 ... 538114.44 484.6 479.6 SC
3 SC2601 20250910 479.1 488.2 ... 153939.26 484.5 477.3 SC
4 SC2602 20250910 478.5 486.1 ... 70098.27 483.7 476 SC
5 SC2603 20250910 477 485.3 ... 44646.62 482.6 474.9 SC
6 SC2604 20250910 476.7 485.3 ... 56879.49 481.6 473.4 SC
7 SC2605 20250910 475.4 485.6 ... 16180.82 481.5 472.7 SC
8 SC2606 20250910 472.4 488.3 ... 146503.89 477.9 471.4 SC
9 SC2607 20250910 472.3 484.5 ... 2933.49 480.9 467.9 SC
10 SC2608 20250910 469.7 479.5 ... 142.65 475.5 467.4 SC
11 SC2609 20250910 474.5 474.5 ... 142.34 474.4 466 SC
12 SC2612 20250910 467.3 467.3 ... 46.73 467.3 464.8 SC
13 SC2703 20250910 ... 0 462.1 462.1 SC
14 SC2706 20250910 ... 0 460.7 459.3 SC
15 SC2709 20250910 462 462 ... 92.27 461.3 460.6 SC
16 SC2712 20250910 471.7 471.7 ... 368.84 461 461.7 SC
17 SC2803 20250910 459 462 ... 183.8 459.5 460.8 SC
18 SC2806 20250910 458.2 466.1 ... 830.81 461.5 458.5 SC
19 SC2809 20250910 457 461.5 ... 320.7 458.1 458.1 SC
21 LU2510 20250910 3379 3385 ... 7549.523 3368 3345 LU
22 LU2511 20250910 3384 3412 ... 352206.091 3392 3367 LU
23 LU2512 20250910 3376 3401 ... 150289.394 3382 3365 LU
24 LU2601 20250910 3378 3394 ... 29310.738 3378 3358 LU
25 LU2602 20250910 3354 3371 ... 1541.47 3358 3340 LU
26 LU2603 20250910 3357 3357 ... 16.774 3354 3336 LU
27 LU2604 20250910 3355 3355 ... 10.047 3349 3334 LU
28 LU2605 20250910 3340 3349 ... 20.049 3341 3325 LU
29 LU2606 20250910 3339 3339 ... 3.339 3339 3313 LU
30 LU2607 20250910 3344 3344 ... 10.007 3335 3320 LU
31 LU2608 20250910 3329 3330 ... 29.918 3324 3329 LU
32 LU2609 20250910 3334 3334 ... 23.309 3329 3316 LU
34 NR2509 20250910 12645 12645 ... 126.45 12645 12705 NR
35 NR2510 20250910 12715 12725 ... 182511.685 12660 12800 NR
36 NR2511 20250910 12755 12775 ... 934301.935 12715 12840 NR
37 NR2512 20250910 12805 12820 ... 65431.28 12760 12870 NR
38 NR2601 20250910 12825 12865 ... 114250.385 12800 12920 NR
39 NR2602 20250910 12800 12860 ... 6504.27 12825 12905 NR
40 NR2603 20250910 12795 12855 ... 1433.47 12795 12885 NR
41 NR2604 20250910 12840 12865 ... 589.58 12815 12895 NR
42 NR2605 20250910 12840 12840 ... 38.52 12840 12935 NR
43 NR2606 20250910 ... 0 13000 13000 NR
44 NR2607 20250910 ... 0 13045 13060 NR
45 NR2608 20250910 12865 12865 ... 12.865 12865 12865 NR
47 BC2509 20250910 ... 0 70500 70500 BC
48 BC2510 20250910 70740 71040 ... 130990.865 70820 70810 BC
49 BC2511 20250910 70670 71010 ... 13453.4 70800 70780 BC
50 BC2512 20250910 ... 0 70790 70790 BC
51 BC2601 20250910 ... 0 70880 70880 BC
52 BC2602 20250910 ... 0 70900 70900 BC
53 BC2603 20250910 70460 70460 ... 140.105 70050 70880 BC
54 BC2604 20250910 ... 0 71200 71200 BC
55 BC2605 20250910 ... 0 71170 71170 BC
56 BC2606 20250910 ... 0 70700 70700 BC
57 BC2607 20250910 ... 0 70900 70900 BC
58 BC2608 20250910 ... 0 70800 70800 BC
60 EC2510 20250910 1270 1285.4 ... 96757.742 1270.9 1272.8 EC
61 EC2512 20250910 1664.9 1698 ... 68217.305 1677.3 1674.4 EC
62 EC2602 20250910 1526.7 1537.4 ... 6825.514 1525.2 1521.8 EC
63 EC2604 20250910 1249 1264.4 ... 2798.5375 1252.1 1249.5 EC
64 EC2606 20250910 1438.2 1446.1 ... 719.3225 1438.6 1429.9 EC
65 EC2608 20250910 1619.3 1620.4 ... 346.011 1609.3 1606.3 EC
68 SC_TAS2510 20250910 ... SC_TAS
69 SC_TAS2511 20250910 ... SC_TAS
70 SC_TAS2512 20250910 ... SC_TAS
71 SC_TAS2601 20250910 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 18:26:02,680 - future_1d - INFO - ak.get_ine_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 PS2509 20250910 55500.0 ... 55575.0 55960.0 PS
1 PS2510 20250910 52750.0 ... 52840.0 55420.0 PS
2 PS2511 20250910 52400.0 ... 52690.0 55320.0 PS
3 PS2512 20250910 54610.0 ... 55180.0 57655.0 PS
4 PS2601 20250910 54480.0 ... 55040.0 57525.0 PS
5 PS2602 20250910 54955.0 ... 55095.0 57635.0 PS
6 PS2603 20250910 54900.0 ... 55055.0 58150.0 PS
7 PS2604 20250910 54940.0 ... 55130.0 58280.0 PS
8 PS2605 20250910 55500.0 ... 55245.0 57690.0 PS
9 PS2606 20250910 58200.0 ... 57570.0 59785.0 PS
10 PS2607 20250910 57570.0 ... 57500.0 59985.0 PS
11 PS2608 20250910 56300.0 ... 57455.0 59585.0 PS
13 SI2509 20250910 8400.0 ... 8470.0 8555.0 SI
14 SI2510 20250910 8300.0 ... 8520.0 8505.0 SI
15 SI2511 20250910 8300.0 ... 8530.0 8530.0 SI
16 SI2512 20250910 8690.0 ... 8885.0 8895.0 SI
17 SI2601 20250910 8670.0 ... 8875.0 8890.0 SI
18 SI2602 20250910 8700.0 ... 8935.0 8900.0 SI
19 SI2603 20250910 8670.0 ... 8920.0 8895.0 SI
20 SI2604 20250910 8680.0 ... 8950.0 8910.0 SI
21 SI2605 20250910 8755.0 ... 8915.0 8920.0 SI
22 SI2606 20250910 8695.0 ... 8940.0 8855.0 SI
23 SI2607 20250910 8735.0 ... 8940.0 8925.0 SI
24 SI2608 20250910 8725.0 ... 8905.0 8965.0 SI
27 LC2509 20250910 69000.0 ... 69760.0 74260.0 LC
28 LC2510 20250910 68540.0 ... 69720.0 74500.0 LC
29 LC2511 20250910 69040.0 ... 70120.0 74340.0 LC
30 LC2512 20250910 69000.0 ... 70200.0 74120.0 LC
31 LC2601 20250910 69000.0 ... 70240.0 74380.0 LC
32 LC2602 20250910 69920.0 ... 70240.0 74040.0 LC
33 LC2603 20250910 70600.0 ... 70220.0 74200.0 LC
34 LC2604 20250910 70840.0 ... 70660.0 74720.0 LC
35 LC2605 20250910 70400.0 ... 70700.0 74740.0 LC
36 LC2606 20250910 71280.0 ... 70460.0 74720.0 LC
37 LC2607 20250910 71220.0 ... 70500.0 74520.0 LC
38 LC2608 20250910 71000.0 ... 70700.0 74580.0 LC
[36 rows x 12 columns]
2025-09-17 18:26:02,905 - future_1d - INFO - ak.get_gfex_daily('2025-09-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250910 8045.0 8225.0 ... 154717.05 8163.0 8175.0 AP
1 AP511 20250910 7986.0 8066.0 ... 3743.15 8026.0 8049.0 AP
2 AP512 20250910 8021.0 8089.0 ... 394.46 8050.0 8080.0 AP
3 AP601 20250910 8045.0 8166.0 ... 627525.38 8122.0 8136.0 AP
4 AP603 20250910 8065.0 8068.0 ... 64.42 8053.0 8088.0 AP
5 AP604 20250910 8096.0 8096.0 ... 16.18 8090.0 8100.0 AP
6 AP605 20250910 8138.0 8183.0 ... 2806.33 8158.0 8177.0 AP
7 CF509 20250910 13360.0 13370.0 ... 6744.90 13345.0 13440.0 CF
8 CF511 20250910 13630.0 13700.0 ... 235096.37 13645.0 13675.0 CF
9 CF601 20250910 13835.0 13880.0 ... 1487221.55 13835.0 13880.0 CF
10 CF603 20250910 13810.0 13835.0 ... 1331.55 13800.0 13860.0 CF
11 CF605 20250910 13790.0 13840.0 ... 126412.84 13795.0 13835.0 CF
12 CF607 20250910 13820.0 13850.0 ... 642.42 13815.0 13860.0 CF
13 CJ509 20250910 0.0 0.0 ... 0.00 9945.0 9945.0 CJ
14 CJ512 20250910 10955.0 10990.0 ... 3196.60 10945.0 10985.0 CJ
15 CJ601 20250910 10975.0 11050.0 ... 382595.72 10990.0 11040.0 CJ
16 CJ603 20250910 11030.0 11090.0 ... 5296.20 11045.0 11080.0 CJ
17 CJ605 20250910 11130.0 11180.0 ... 55999.23 11125.0 11170.0 CJ
18 CJ607 20250910 11255.0 11320.0 ... 2292.93 11265.0 11315.0 CJ
19 CY509 20250910 0.0 0.0 ... 0.00 20200.0 20200.0 CY
20 CY510 20250910 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250910 19900.0 19935.0 ... 82984.93 19895.0 19920.0 CY
22 CY512 20250910 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250910 19890.0 19910.0 ... 884.50 19875.0 19895.0 CY
24 CY602 20250910 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250910 0.0 0.0 ... 0.00 20255.0 20260.0 CY
26 CY604 20250910 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250910 0.0 0.0 ... 0.00 20165.0 20165.0 CY
28 CY606 20250910 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250910 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250910 0.0 0.0 ... 0.00 20170.0 20220.0 CY
31 FG509 20250910 1000.0 1011.0 ... 380.32 985.0 1017.0 FG
32 FG510 20250910 1109.0 1110.0 ... 54219.70 1100.0 1118.0 FG
33 FG511 20250910 1095.0 1100.0 ... 155572.37 1089.0 1110.0 FG
34 FG512 20250910 1192.0 1200.0 ... 76529.22 1188.0 1206.0 FG
35 FG601 20250910 1186.0 1194.0 ... 5133427.02 1179.0 1199.0 FG
36 FG602 20250910 1237.0 1243.0 ... 28525.61 1232.0 1248.0 FG
37 FG603 20250910 1241.0 1245.0 ... 1165.88 1232.0 1252.0 FG
38 FG604 20250910 1286.0 1293.0 ... 910.56 1279.0 1311.0 FG
39 FG605 20250910 1286.0 1290.0 ... 92465.83 1278.0 1296.0 FG
40 FG606 20250910 1310.0 1319.0 ... 1694.19 1307.0 1324.0 FG
41 FG607 20250910 1304.0 1311.0 ... 945.18 1298.0 1317.0 FG
42 FG608 20250910 1329.0 1334.0 ... 2118.81 1319.0 1343.0 FG
43 JR509 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250910 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250910 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250910 2245.0 2265.0 ... 1873.49 2260.0 2242.0 MA
53 MA510 20250910 2302.0 2324.0 ... 20948.98 2308.0 2305.0 MA
54 MA511 20250910 2331.0 2354.0 ... 144629.53 2333.0 2331.0 MA
55 MA512 20250910 2372.0 2397.0 ... 85597.64 2375.0 2373.0 MA
56 MA601 20250910 2398.0 2422.0 ... 1298827.28 2403.0 2397.0 MA
57 MA602 20250910 2405.0 2432.0 ... 25004.62 2411.0 2410.0 MA
58 MA603 20250910 2406.0 2435.0 ... 241.68 2417.0 2410.0 MA
59 MA604 20250910 2401.0 2424.0 ... 19.23 2404.0 2407.0 MA
60 MA605 20250910 2394.0 2417.0 ... 98481.08 2398.0 2394.0 MA
61 MA606 20250910 2396.0 2420.0 ... 19.31 2413.0 2395.0 MA
62 MA607 20250910 2376.0 2398.0 ... 69.34 2391.0 2382.0 MA
63 MA608 20250910 2405.0 2410.0 ... 16.82 2403.0 2388.0 MA
64 OI509 20250910 0.0 0.0 ... 0.00 9937.0 9968.0 OI
65 OI511 20250910 9990.0 10041.0 ... 464250.87 9985.0 9999.0 OI
66 OI601 20250910 9843.0 9877.0 ... 2790624.64 9823.0 9845.0 OI
67 OI603 20250910 9670.0 9709.0 ... 3373.54 9666.0 9680.0 OI
68 OI605 20250910 9515.0 9573.0 ... 134315.56 9541.0 9530.0 OI
69 OI607 20250910 9494.0 9513.0 ... 284.38 9479.0 9480.0 OI
70 PF509 20250910 0.0 0.0 ... 0.00 6268.0 6268.0 PF
71 PF510 20250910 6370.0 6400.0 ... 32924.97 6378.0 6360.0 PF
72 PF511 20250910 6350.0 6388.0 ... 400639.59 6362.0 6340.0 PF
73 PF512 20250910 6326.0 6370.0 ... 136307.03 6344.0 6322.0 PF
74 PF601 20250910 6368.0 6408.0 ... 19811.27 6390.0 6368.0 PF
75 PF602 20250910 6382.0 6418.0 ... 42375.88 6400.0 6374.0 PF
76 PF603 20250910 6382.0 6416.0 ... 112.20 6412.0 6386.0 PF
77 PF604 20250910 6424.0 6454.0 ... 35.42 6440.0 6442.0 PF
78 PF605 20250910 6468.0 6468.0 ... 9.70 6468.0 6454.0 PF
79 PF606 20250910 0.0 0.0 ... 0.00 6470.0 6470.0 PF
80 PF607 20250910 0.0 0.0 ... 0.00 6498.0 6492.0 PF
81 PF608 20250910 0.0 0.0 ... 0.00 6510.0 6508.0 PF
82 PK510 20250910 7880.0 7898.0 ... 28229.56 7876.0 7926.0 PK
83 PK511 20250910 7782.0 7808.0 ... 214382.20 7792.0 7830.0 PK
84 PK512 20250910 7778.0 7828.0 ... 79885.94 7804.0 7844.0 PK
85 PK601 20250910 7826.0 7850.0 ... 29793.81 7832.0 7860.0 PK
86 PK603 20250910 7838.0 7856.0 ... 27.47 7850.0 7882.0 PK
87 PK604 20250910 7878.0 7878.0 ... 11.82 7878.0 7896.0 PK
88 PK605 20250910 7854.0 7880.0 ... 3234.27 7870.0 7884.0 PK
89 PL601 20250910 6405.0 6430.0 ... 35925.17 6413.0 6395.0 PL
90 PL602 20250910 6433.0 6457.0 ... 232.16 6449.0 6432.0 PL
91 PL603 20250910 6445.0 6445.0 ... 12.89 6445.0 6427.0 PL
92 PL604 20250910 0.0 0.0 ... 0.00 6465.0 6465.0 PL
93 PL605 20250910 6386.0 6386.0 ... 12.77 6386.0 6360.0 PL
94 PL606 20250910 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250910 6450.0 6450.0 ... 12.90 6450.0 6424.0 PL
96 PL608 20250910 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250910 0.0 0.0 ... 0.00 5788.0 5794.0 PR
104 PR510 20250910 5834.0 5864.0 ... 5671.22 5844.0 5836.0 PR
105 PR511 20250910 5834.0 5864.0 ... 281895.10 5842.0 5834.0 PR
106 PR512 20250910 5852.0 5874.0 ... 182273.87 5854.0 5842.0 PR
107 PR601 20250910 5862.0 5882.0 ... 185022.08 5860.0 5846.0 PR
108 PR602 20250910 0.0 0.0 ... 0.00 5898.0 5886.0 PR
109 PR603 20250910 0.0 0.0 ... 0.00 5898.0 5894.0 PR
110 PR604 20250910 0.0 0.0 ... 0.00 5902.0 5892.0 PR
111 PR605 20250910 0.0 0.0 ... 0.00 5916.0 5916.0 PR
112 PR606 20250910 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250910 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250910 0.0 0.0 ... 0.00 5962.0 5960.0 PR
115 PX509 20250910 0.0 0.0 ... 0.00 6768.0 6724.0 PX
116 PX510 20250910 6732.0 6812.0 ... 4612.28 6788.0 6708.0 PX
117 PX511 20250910 6718.0 6794.0 ... 520291.14 6752.0 6708.0 PX
118 PX512 20250910 6702.0 6760.0 ... 113379.51 6720.0 6690.0 PX
119 PX601 20250910 6692.0 6732.0 ... 93542.64 6702.0 6674.0 PX
120 PX602 20250910 6672.0 6716.0 ... 12859.72 6688.0 6660.0 PX
121 PX603 20250910 6662.0 6662.0 ... 3.33 6662.0 6646.0 PX
122 PX604 20250910 0.0 0.0 ... 0.00 6698.0 6696.0 PX
123 PX605 20250910 6670.0 6716.0 ... 354.68 6692.0 6676.0 PX
124 PX606 20250910 0.0 0.0 ... 0.00 6708.0 6682.0 PX
125 PX607 20250910 0.0 0.0 ... 0.00 6722.0 6674.0 PX
126 PX608 20250910 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250910 0.0 0.0 ... 0.00 2565.0 2573.0 RM
134 RM511 20250910 2556.0 2558.0 ... 11654.56 2541.0 2548.0 RM
135 RM601 20250910 2555.0 2560.0 ... 770353.73 2542.0 2539.0 RM
136 RM603 20250910 2442.0 2450.0 ... 14930.08 2432.0 2432.0 RM
137 RM605 20250910 2409.0 2431.0 ... 134388.72 2412.0 2399.0 RM
138 RM607 20250910 2390.0 2412.0 ... 16468.46 2394.0 2380.0 RM
139 RM608 20250910 2489.0 2504.0 ... 214.08 2489.0 2480.0 RM
140 RS509 20250910 0.0 0.0 ... 0.00 4852.0 4854.0 RS
141 RS511 20250910 5175.0 5177.0 ... 10.35 5176.0 5196.0 RS
142 RS607 20250910 5528.0 5588.0 ... 155.66 5559.0 5561.0 RS
143 RS608 20250910 0.0 0.0 ... 0.00 5615.0 5627.0 RS
144 SA509 20250910 1156.0 1168.0 ... 5804.57 1151.0 1167.0 SA
145 SA510 20250910 1199.0 1208.0 ... 58396.32 1199.0 1212.0 SA
146 SA511 20250910 1205.0 1218.0 ... 296847.16 1208.0 1219.0 SA
147 SA512 20250910 1265.0 1276.0 ... 153414.88 1264.0 1275.0 SA
148 SA601 20250910 1271.0 1285.0 ... 3397262.42 1271.0 1287.0 SA
149 SA602 20250910 1304.0 1315.0 ... 31964.00 1304.0 1316.0 SA
150 SA603 20250910 1309.0 1321.0 ... 4482.70 1308.0 1323.0 SA
151 SA604 20250910 1350.0 1357.0 ... 1467.59 1349.0 1360.0 SA
152 SA605 20250910 1349.0 1361.0 ... 119241.42 1351.0 1367.0 SA
153 SA606 20250910 1363.0 1370.0 ... 1032.58 1359.0 1378.0 SA
154 SA607 20250910 1363.0 1373.0 ... 1432.27 1361.0 1377.0 SA
155 SA608 20250910 1382.0 1391.0 ... 920.95 1383.0 1397.0 SA
156 SF509 20250910 5410.0 5494.0 ... 915.23 5464.0 5448.0 SF
157 SF510 20250910 5430.0 5522.0 ... 32525.43 5472.0 5468.0 SF
158 SF511 20250910 5586.0 5692.0 ... 442359.92 5636.0 5630.0 SF
159 SF512 20250910 5526.0 5642.0 ... 64985.40 5596.0 5584.0 SF
160 SF601 20250910 5530.0 5646.0 ... 135499.99 5594.0 5586.0 SF
161 SF602 20250910 5510.0 5600.0 ... 19166.00 5548.0 5548.0 SF
162 SF603 20250910 5716.0 5770.0 ... 25.87 5750.0 5744.0 SF
163 SF604 20250910 5706.0 5706.0 ... 2.85 5706.0 5722.0 SF
164 SF605 20250910 5660.0 5752.0 ... 1910.97 5704.0 5692.0 SF
165 SF606 20250910 5640.0 5708.0 ... 31.18 5670.0 5656.0 SF
166 SF607 20250910 5770.0 5860.0 ... 37.80 5816.0 5810.0 SF
167 SF608 20250910 5730.0 5738.0 ... 5.73 5734.0 5744.0 SF
168 SH509 20250910 2780.0 2842.0 ... 33.73 2811.0 2656.0 SH
169 SH510 20250910 2552.0 2572.0 ... 64097.40 2559.0 2567.0 SH
170 SH511 20250910 2558.0 2579.0 ... 551526.90 2562.0 2571.0 SH
171 SH512 20250910 2581.0 2600.0 ... 303131.55 2583.0 2590.0 SH
172 SH601 20250910 2560.0 2588.0 ... 1896006.35 2571.0 2578.0 SH
173 SH602 20250910 2584.0 2607.0 ... 17714.75 2591.0 2595.0 SH
174 SH603 20250910 2603.0 2625.0 ... 790.51 2609.0 2614.0 SH
175 SH604 20250910 2649.0 2666.0 ... 143.26 2653.0 2654.0 SH
176 SH605 20250910 2655.0 2677.0 ... 15127.81 2664.0 2667.0 SH
177 SH606 20250910 2660.0 2683.0 ... 136.33 2673.0 2671.0 SH
178 SH607 20250910 2655.0 2673.0 ... 71.99 2666.0 2669.0 SH
179 SH608 20250910 2679.0 2682.0 ... 40.17 2678.0 2683.0 SH
180 SM509 20250910 5714.0 5794.0 ... 970.59 5726.0 5742.0 SM
181 SM510 20250910 5710.0 5812.0 ... 31907.91 5772.0 5756.0 SM
182 SM511 20250910 5800.0 5888.0 ... 223159.52 5830.0 5826.0 SM
183 SM512 20250910 5796.0 5894.0 ... 49051.46 5852.0 5832.0 SM
184 SM601 20250910 5800.0 5900.0 ... 520854.01 5852.0 5838.0 SM
185 SM602 20250910 5814.0 5910.0 ... 132107.14 5840.0 5844.0 SM
186 SM603 20250910 5838.0 5912.0 ... 96.99 5878.0 5854.0 SM
187 SM604 20250910 5910.0 5910.0 ... 5.90 5898.0 5864.0 SM
188 SM605 20250910 5850.0 5934.0 ... 7137.44 5900.0 5880.0 SM
189 SM606 20250910 5870.0 5904.0 ... 5.89 5888.0 5880.0 SM
190 SM607 20250910 5876.0 5888.0 ... 14.70 5882.0 5894.0 SM
191 SM608 20250910 5888.0 5912.0 ... 8.85 5898.0 5886.0 SM
192 SR509 20250910 5535.0 5535.0 ... 1154.17 5522.0 5534.0 SR
193 SR511 20250910 5533.0 5561.0 ... 147405.35 5539.0 5525.0 SR
194 SR601 20250910 5520.0 5548.0 ... 1086155.49 5534.0 5521.0 SR
195 SR603 20250910 5508.0 5530.0 ... 3566.10 5520.0 5512.0 SR
196 SR605 20250910 5501.0 5517.0 ... 43872.78 5508.0 5503.0 SR
197 SR607 20250910 5490.0 5513.0 ... 2542.39 5503.0 5500.0 SR
198 TA509 20250910 4586.0 4628.0 ... 5013.80 4598.0 4580.0 TA
199 TA510 20250910 4640.0 4680.0 ... 53245.06 4662.0 4640.0 TA
200 TA511 20250910 4654.0 4690.0 ... 288156.54 4670.0 4648.0 TA
201 TA512 20250910 4664.0 4698.0 ... 167477.92 4678.0 4660.0 TA
202 TA601 20250910 4670.0 4704.0 ... 1341265.83 4686.0 4670.0 TA
203 TA602 20250910 4678.0 4710.0 ... 18831.64 4694.0 4676.0 TA
204 TA603 20250910 4704.0 4720.0 ... 73.03 4712.0 4690.0 TA
205 TA604 20250910 4722.0 4722.0 ... 2.36 4722.0 4692.0 TA
206 TA605 20250910 4702.0 4732.0 ... 26461.23 4716.0 4702.0 TA
207 TA606 20250910 0.0 0.0 ... 0.00 4734.0 4710.0 TA
208 TA607 20250910 0.0 0.0 ... 0.00 4744.0 4720.0 TA
209 TA608 20250910 4740.0 4746.0 ... 7.12 4744.0 4730.0 TA
210 UR509 20250910 1621.0 1630.0 ... 287.62 1616.0 1625.0 UR
211 UR510 20250910 1644.0 1653.0 ... 7783.83 1639.0 1650.0 UR
212 UR511 20250910 1671.0 1684.0 ... 48792.94 1671.0 1681.0 UR
213 UR512 20250910 1678.0 1688.0 ... 16449.09 1675.0 1684.0 UR
214 UR601 20250910 1681.0 1692.0 ... 565969.77 1679.0 1686.0 UR
215 UR602 20250910 1683.0 1691.0 ... 463.48 1679.0 1687.0 UR
216 UR603 20250910 1731.0 1734.0 ... 203.95 1728.0 1731.0 UR
217 UR604 20250910 1730.0 1734.0 ... 51.84 1728.0 1732.0 UR
218 UR605 20250910 1737.0 1739.0 ... 25068.39 1729.0 1734.0 UR
219 UR606 20250910 1727.0 1735.0 ... 137.87 1723.0 1730.0 UR
220 UR607 20250910 1763.0 1763.0 ... 35.11 1755.0 1760.0 UR
221 UR608 20250910 1755.0 1755.0 ... 59.35 1746.0 1753.0 UR
222 WH509 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 18:26:03,230 - future_1d - INFO - ak.get_czce_daily('2025-09-10') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250910 ... 79730 79760 CU
1 1 CU2510 20250910 ... 79680 79710 CU
2 2 CU2511 20250910 ... 79670 79670 CU
3 3 CU2512 20250910 ... 79640 79640 CU
4 4 CU2601 20250910 ... 79610 79600 CU
5 5 CU2602 20250910 ... 79570 79620 CU
6 6 CU2603 20250910 ... 79590 79630 CU
7 7 CU2604 20250910 ... 79690 79700 CU
8 8 CU2605 20250910 ... 79660 79690 CU
9 9 CU2606 20250910 ... 79700 79690 CU
10 10 CU2607 20250910 ... 79790 79700 CU
11 11 CU2608 20250910 ... 79740 79740 CU
12 12 BC2509 20250910 ... 70500 70500 BC
13 13 BC2510 20250910 ... 70820 70810 BC
14 14 BC2511 20250910 ... 70800 70780 BC
15 15 BC2512 20250910 ... 70790 70790 BC
16 16 BC2601 20250910 ... 70880 70880 BC
17 17 BC2602 20250910 ... 70900 70900 BC
18 18 BC2603 20250910 ... 70050 70880 BC
19 19 BC2604 20250910 ... 71200 71200 BC
20 20 BC2605 20250910 ... 71170 71170 BC
21 21 BC2606 20250910 ... 70700 70700 BC
22 22 BC2607 20250910 ... 70900 70900 BC
23 23 BC2608 20250910 ... 70800 70800 BC
24 24 AL2509 20250910 ... 20765 20745 AL
25 25 AL2510 20250910 ... 20785 20750 AL
26 26 AL2511 20250910 ... 20770 20730 AL
27 27 AL2512 20250910 ... 20745 20715 AL
28 28 AL2601 20250910 ... 20730 20695 AL
29 29 AL2602 20250910 ... 20730 20695 AL
30 30 AL2603 20250910 ... 20755 20720 AL
31 31 AL2604 20250910 ... 20780 20740 AL
32 32 AL2605 20250910 ... 20805 20755 AL
33 33 AL2606 20250910 ... 20795 20765 AL
34 34 AL2607 20250910 ... 20800 20775 AL
35 35 AL2608 20250910 ... 20810 20775 AL
36 36 ZN2509 20250910 ... 22115 22155 ZN
37 37 ZN2510 20250910 ... 22170 22200 ZN
38 38 ZN2511 20250910 ... 22175 22205 ZN
39 39 ZN2512 20250910 ... 22185 22210 ZN
40 40 ZN2601 20250910 ... 22205 22215 ZN
41 41 ZN2602 20250910 ... 22200 22215 ZN
42 42 ZN2603 20250910 ... 22230 22230 ZN
43 43 ZN2604 20250910 ... 22245 22245 ZN
44 44 ZN2605 20250910 ... 22255 22270 ZN
45 45 ZN2606 20250910 ... 22285 22280 ZN
46 46 ZN2607 20250910 ... 22270 22250 ZN
47 47 ZN2608 20250910 ... 22280 22310 ZN
48 48 PB2509 20250910 ... 16805 16850 PB
49 49 PB2510 20250910 ... 16840 16915 PB
50 50 PB2511 20250910 ... 16850 16915 PB
51 51 PB2512 20250910 ... 16870 16920 PB
52 52 PB2601 20250910 ... 16880 16925 PB
53 53 PB2602 20250910 ... 16945 16945 PB
54 54 PB2603 20250910 ... 16910 16970 PB
55 55 PB2604 20250910 ... 16945 16990 PB
56 56 PB2605 20250910 ... 16945 17000 PB
57 57 PB2606 20250910 ... 17030 17030 PB
58 58 PB2607 20250910 ... 17020 17020 PB
59 59 PB2608 20250910 ... 17060 17060 PB
60 60 NI2509 20250910 ... 120110 120640 NI
61 61 NI2510 20250910 ... 120490 120940 NI
62 62 NI2511 20250910 ... 120660 121110 NI
63 63 NI2512 20250910 ... 120870 121320 NI
64 64 NI2601 20250910 ... 121080 121610 NI
65 65 NI2602 20250910 ... 121360 121760 NI
66 66 NI2603 20250910 ... 121570 122100 NI
67 67 NI2604 20250910 ... 121760 122290 NI
68 68 NI2605 20250910 ... 121960 122440 NI
69 69 NI2606 20250910 ... 122270 122750 NI
70 70 NI2607 20250910 ... 122470 122990 NI
71 71 NI2608 20250910 ... 122910 123060 NI
72 72 SN2509 20250910 ... 268520 269640 SN
73 73 SN2510 20250910 ... 269480 269790 SN
74 74 SN2511 20250910 ... 269720 270010 SN
75 75 SN2512 20250910 ... 269940 270020 SN
76 76 SN2601 20250910 ... 270340 269950 SN
77 77 SN2602 20250910 ... 270030 269870 SN
78 78 SN2603 20250910 ... 270300 270180 SN
79 79 SN2604 20250910 ... 270750 270260 SN
80 80 SN2605 20250910 ... 271250 270760 SN
81 81 SN2606 20250910 ... 269320 270710 SN
82 82 SN2607 20250910 ... 270950 270170 SN
83 83 SN2608 20250910 ... 271420 271420 SN
84 84 AO2509 20250910 ... 2869 2908 AO
85 85 AO2510 20250910 ... 2905 2919 AO
86 86 AO2511 20250910 ... 2909 2927 AO
87 87 AO2512 20250910 ... 2913 2935 AO
88 88 AO2601 20250910 ... 2922 2944 AO
89 89 AO2602 20250910 ... 2932 2948 AO
90 90 AO2603 20250910 ... 2995 3011 AO
91 91 AO2604 20250910 ... 3008 3021 AO
92 92 AO2605 20250910 ... 3010 3031 AO
93 93 AO2606 20250910 ... 3023 3037 AO
94 94 AO2607 20250910 ... 3033 3055 AO
95 95 AO2608 20250910 ... 3054 3070 AO
96 96 AD2511 20250910 ... 20350 20320 AD
97 97 AD2512 20250910 ... 20355 20335 AD
98 98 AD2601 20250910 ... 20355 20325 AD
99 99 AD2602 20250910 ... 20360 20280 AD
100 100 AD2603 20250910 ... 20360 20295 AD
101 101 AD2604 20250910 ... 20240 20240 AD
102 102 AD2605 20250910 ... 20265 20210 AD
103 103 AD2606 20250910 ... 20155 20155 AD
104 104 AD2607 20250910 ... 20150 20150 AD
105 105 AD2608 20250910 ... 20170 20170 AD
106 106 AU2509 20250910 ... 853.28 831.12 AU
107 107 AU2510 20250910 ... 833.38 831.68 AU
108 108 AU2511 20250910 ... 835.86 832.74 AU
109 109 AU2512 20250910 ... 835.82 834.4 AU
110 110 AU2602 20250910 ... 838.18 836.64 AU
111 111 AU2604 20250910 ... 840.72 838.66 AU
112 112 AU2606 20250910 ... 843.26 841.12 AU
113 113 AU2608 20250910 ... 845.5 842.94 AU
114 114 AG2509 20250910 ... 9779 9844 AG
115 115 AG2510 20250910 ... 9771 9867 AG
116 116 AG2511 20250910 ... 9788 9877 AG
117 117 AG2512 20250910 ... 9794 9889 AG
118 118 AG2601 20250910 ... 9804 9899 AG
119 119 AG2602 20250910 ... 9816 9908 AG
120 120 AG2603 20250910 ... 9830 9925 AG
121 121 AG2604 20250910 ... 9840 9934 AG
122 122 AG2605 20250910 ... 9857 9949 AG
123 123 AG2606 20250910 ... 9866 9962 AG
124 124 AG2607 20250910 ... 9914 9980 AG
125 125 AG2608 20250910 ... 9905 9993 AG
126 126 RB2509 20250910 ... 2950 2951 RB
127 127 RB2510 20250910 ... 3025 3043 RB
128 128 RB2511 20250910 ... 3045 3061 RB
129 129 RB2512 20250910 ... 3089 3107 RB
130 130 RB2601 20250910 ... 3108 3132 RB
131 131 RB2602 20250910 ... 3107 3125 RB
132 132 RB2603 20250910 ... 3116 3143 RB
133 133 RB2604 20250910 ... 3140 3164 RB
134 134 RB2605 20250910 ... 3154 3177 RB
135 135 RB2606 20250910 ... 3165 3190 RB
136 136 RB2607 20250910 ... 3183 3214 RB
137 137 RB2608 20250910 ... 3190 3218 RB
138 138 WR2509 20250910 ... 3342 3342 WR
139 139 WR2510 20250910 ... 3280 3287 WR
140 140 WR2511 20250910 ... 3302 3320 WR
141 141 WR2512 20250910 ... 3324 3349 WR
142 142 WR2601 20250910 ... 3390 3352 WR
143 143 WR2602 20250910 ... 3337 3337 WR
144 144 WR2603 20250910 ... 3338 3338 WR
145 145 WR2604 20250910 ... 3399 3400 WR
146 146 WR2605 20250910 ... 3414 3414 WR
147 147 WR2606 20250910 ... 3375 3375 WR
148 148 WR2607 20250910 ... 3390 3432 WR
149 149 WR2608 20250910 ... 3414 3414 WR
150 150 HC2509 20250910 ... 3396 3396 HC
151 151 HC2510 20250910 ... 3370 3384 HC
152 152 HC2511 20250910 ... 3357 3373 HC
153 153 HC2512 20250910 ... 3350 3366 HC
154 154 HC2601 20250910 ... 3335 3355 HC
155 155 HC2602 20250910 ... 3339 3353 HC
156 156 HC2603 20250910 ... 3342 3357 HC
157 157 HC2604 20250910 ... 3346 3359 HC
158 158 HC2605 20250910 ... 3346 3361 HC
159 159 HC2606 20250910 ... 3359 3366 HC
160 160 HC2607 20250910 ... 3340 3368 HC
161 161 HC2608 20250910 ... 3358 3371 HC
162 162 SS2509 20250910 ... 12800 12800 SS
163 163 SS2510 20250910 ... 12825 12850 SS
164 164 SS2511 20250910 ... 12915 12930 SS
165 165 SS2512 20250910 ... 12955 12975 SS
166 166 SS2601 20250910 ... 13005 13025 SS
167 167 SS2602 20250910 ... 13060 13065 SS
168 168 SS2603 20250910 ... 13120 13175 SS
169 169 SS2604 20250910 ... 13190 13190 SS
170 170 SS2605 20250910 ... 13265 13295 SS
171 171 SS2606 20250910 ... 13320 13330 SS
172 172 SS2607 20250910 ... 13370 13405 SS
173 173 SS2608 20250910 ... 13400 13445 SS
174 174 SC2510 20250910 ... 486.1 483.4 SC
175 175 SC2511 20250910 ... 485.7 481.3 SC
176 176 SC2512 20250910 ... 484.6 479.6 SC
177 177 SC2601 20250910 ... 484.5 477.3 SC
178 178 SC2602 20250910 ... 483.7 476 SC
179 179 SC2603 20250910 ... 482.6 474.9 SC
180 180 SC2604 20250910 ... 481.6 473.4 SC
181 181 SC2605 20250910 ... 481.5 472.7 SC
182 182 SC2606 20250910 ... 477.9 471.4 SC
183 183 SC2607 20250910 ... 480.9 467.9 SC
184 184 SC2608 20250910 ... 475.5 467.4 SC
185 185 SC2609 20250910 ... 474.4 466 SC
186 186 SC2612 20250910 ... 467.3 464.8 SC
187 187 SC2703 20250910 ... 462.1 462.1 SC
188 188 SC2706 20250910 ... 460.7 459.3 SC
189 189 SC2709 20250910 ... 461.3 460.6 SC
190 190 SC2712 20250910 ... 461 461.7 SC
191 191 SC2803 20250910 ... 459.5 460.8 SC
192 192 SC2806 20250910 ... 461.5 458.5 SC
193 193 SC2809 20250910 ... 458.1 458.1 SC
194 194 LU2510 20250910 ... 3368 3345 LU
195 195 LU2511 20250910 ... 3392 3367 LU
196 196 LU2512 20250910 ... 3382 3365 LU
197 197 LU2601 20250910 ... 3378 3358 LU
198 198 LU2602 20250910 ... 3358 3340 LU
199 199 LU2603 20250910 ... 3354 3336 LU
200 200 LU2604 20250910 ... 3349 3334 LU
201 201 LU2605 20250910 ... 3341 3325 LU
202 202 LU2606 20250910 ... 3339 3313 LU
203 203 LU2607 20250910 ... 3335 3320 LU
204 204 LU2608 20250910 ... 3324 3329 LU
205 205 LU2609 20250910 ... 3329 3316 LU
206 206 FU2510 20250910 ... 2828 2787 FU
207 207 FU2511 20250910 ... 2822 2787 FU
208 208 FU2512 20250910 ... 2802 2768 FU
209 209 FU2601 20250910 ... 2789 2756 FU
210 210 FU2602 20250910 ... 2771 2740 FU
211 211 FU2603 20250910 ... 2759 2727 FU
212 212 FU2604 20250910 ... 2757 2725 FU
213 213 FU2605 20250910 ... 2742 2716 FU
214 214 FU2606 20250910 ... 2735 2711 FU
215 215 FU2607 20250910 ... 2724 2700 FU
216 216 FU2608 20250910 ... 2717 2693 FU
217 217 FU2609 20250910 ... 2696 2674 FU
218 218 BU2509 20250910 ... 3404 3448 BU
219 219 BU2510 20250910 ... 3456 3444 BU
220 220 BU2511 20250910 ... 3437 3420 BU
221 221 BU2512 20250910 ... 3392 3374 BU
222 222 BU2601 20250910 ... 3365 3348 BU
223 223 BU2602 20250910 ... 3364 3348 BU
224 224 BU2603 20250910 ... 3369 3352 BU
225 225 BU2604 20250910 ... 3348 3348 BU
226 226 BU2605 20250910 ... 3357 3351 BU
227 227 BU2606 20250910 ... 3353 3344 BU
228 228 BU2607 20250910 ... 3358 3341 BU
229 229 BU2608 20250910 ... 3340 3340 BU
230 230 BU2609 20250910 ... 3346 3329 BU
231 231 BU2612 20250910 ... 3307 3293 BU
232 232 BU2703 20250910 ... 3293 3293 BU
233 233 BU2706 20250910 ... 3321 3302 BU
234 234 BR2509 20250910 ... 11850 11930 BR
235 235 BR2510 20250910 ... 11720 11820 BR
236 236 BR2511 20250910 ... 11705 11795 BR
237 237 BR2512 20250910 ... 11690 11785 BR
238 238 BR2601 20250910 ... 11700 11775 BR
239 239 BR2602 20250910 ... 11735 11895 BR
240 240 BR2603 20250910 ... 11705 11725 BR
241 241 BR2604 20250910 ... 11710 11670 BR
242 242 BR2605 20250910 ... 11745 11880 BR
243 243 BR2606 20250910 ... 11815 11815 BR
244 244 BR2607 20250910 ... 12000 12000 BR
245 245 BR2608 20250910 ... 11915 11915 BR
246 246 RU2509 20250910 ... 14975 15180 RU
247 247 RU2510 20250910 ... 15050 15170 RU
248 248 RU2511 20250910 ... 15005 15100 RU
249 249 RU2601 20250910 ... 15955 16090 RU
250 250 RU2603 20250910 ... 15970 16045 RU
251 251 RU2604 20250910 ... 15960 16065 RU
252 252 RU2605 20250910 ... 15995 16125 RU
253 253 RU2606 20250910 ... 16030 16115 RU
254 254 RU2607 20250910 ... 16045 16180 RU
255 255 RU2608 20250910 ... 16065 16205 RU
256 256 NR2509 20250910 ... 12645 12705 NR
257 257 NR2510 20250910 ... 12660 12800 NR
258 258 NR2511 20250910 ... 12715 12840 NR
259 259 NR2512 20250910 ... 12760 12870 NR
260 260 NR2601 20250910 ... 12800 12920 NR
261 261 NR2602 20250910 ... 12825 12905 NR
262 262 NR2603 20250910 ... 12795 12885 NR
263 263 NR2604 20250910 ... 12815 12895 NR
264 264 NR2605 20250910 ... 12840 12935 NR
265 265 NR2606 20250910 ... 13000 13000 NR
266 266 NR2607 20250910 ... 13045 13060 NR
267 267 NR2608 20250910 ... 12865 12865 NR
268 268 SP2509 20250910 ... 4872 4954 SP
269 269 SP2510 20250910 ... 4890 4960 SP
270 270 SP2511 20250910 ... 4928 4994 SP
271 271 SP2512 20250910 ... 4942 5008 SP
272 272 SP2601 20250910 ... 5226 5270 SP
273 273 SP2602 20250910 ... 5226 5254 SP
274 274 SP2603 20250910 ... 5214 5266 SP
275 275 SP2604 20250910 ... 5228 5284 SP
276 276 SP2605 20250910 ... 5234 5282 SP
277 277 SP2606 20250910 ... 5244 5290 SP
278 278 SP2607 20250910 ... 5254 5292 SP
279 279 SP2608 20250910 ... 5258 5296 SP
280 280 OP2601 20250910 ... 4238 4218 OP
281 281 OP2602 20250910 ... 4216 4218 OP
282 282 OP2603 20250910 ... 4196 4218 OP
283 283 OP2604 20250910 ... 4224 4218 OP
284 284 OP2605 20250910 ... 4236 4218 OP
285 285 OP2606 20250910 ... 4262 4218 OP
286 286 OP2607 20250910 ... 4246 4218 OP
287 287 OP2608 20250910 ... 4260 4218 OP
288 288 EC2510 20250910 ... 1270.9 1272.8 EC
289 289 EC2512 20250910 ... 1677.3 1674.4 EC
290 290 EC2602 20250910 ... 1525.2 1521.8 EC
291 291 EC2604 20250910 ... 1252.1 1249.5 EC
292 292 EC2606 20250910 ... 1438.6 1429.9 EC
293 293 EC2608 20250910 ... 1609.3 1606.3 EC
294 295 SC_TAS2510 20250910 ... SC_TAS
295 296 SC_TAS2511 20250910 ... SC_TAS
296 297 SC_TAS2512 20250910 ... SC_TAS
297 298 SC_TAS2601 20250910 ... SC_TAS
[298 rows x 13 columns]
2025-09-17 18:26:03,331 - future_1d - INFO - ak.get_shfe_daily('2025-09-10') done
symbol date open ... settle pre_settle variety
0 a2509 20250910 4040.00 ... 4040.00 4067.00 A
1 a2511 20250910 3968.00 ... 3935.00 3971.00 A
2 a2601 20250910 3971.00 ... 3936.00 3970.00 A
3 a2603 20250910 3970.00 ... 3938.00 3971.00 A
4 a2605 20250910 4012.00 ... 3983.00 4016.00 A
5 a2607 20250910 4017.00 ... 3985.00 4018.00 A
6 b2509 20250910 0.00 ... 3681.00 3681.00 B
7 b2510 20250910 3705.00 ... 3684.00 3720.00 B
8 b2511 20250910 3747.00 ... 3722.00 3755.00 B
9 b2512 20250910 3781.00 ... 3761.00 3786.00 B
10 b2601 20250910 3786.00 ... 3762.00 3785.00 B
11 b2602 20250910 3767.00 ... 3746.00 3766.00 B
12 b2603 20250910 3704.00 ... 3692.00 3712.00 B
13 b2604 20250910 3586.00 ... 3584.00 3597.00 B
14 b2605 20250910 3508.00 ... 3505.00 3521.00 B
15 b2606 20250910 3490.00 ... 3478.00 3497.00 B
16 b2607 20250910 3499.00 ... 3482.00 3499.00 B
17 b2608 20250910 3588.00 ... 3578.00 3597.00 B
18 bb2509 20250910 0.00 ... 136.00 136.00 BB
19 bb2511 20250910 142.05 ... 142.05 142.15 BB
20 bb2601 20250910 148.10 ... 147.60 146.90 BB
21 bb2603 20250910 0.00 ... 147.15 147.15 BB
22 bb2605 20250910 0.00 ... 142.10 141.45 BB
23 bb2607 20250910 0.00 ... 146.90 146.25 BB
24 bz2603 20250910 6009.00 ... 6012.00 5998.00 BZ
25 bz2604 20250910 5984.00 ... 5992.00 5979.00 BZ
26 bz2605 20250910 5990.00 ... 6011.00 6012.00 BZ
27 bz2606 20250910 0.00 ... 6002.00 6002.00 BZ
28 bz2607 20250910 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250910 0.00 ... 6005.00 6005.00 BZ
30 c2509 20250910 0.00 ... 2285.00 2285.00 C
31 c2511 20250910 2216.00 ... 2199.00 2215.00 C
32 c2601 20250910 2190.00 ... 2174.00 2191.00 C
33 c2603 20250910 2203.00 ... 2188.00 2204.00 C
34 c2605 20250910 2254.00 ... 2241.00 2258.00 C
35 c2607 20250910 2262.00 ... 2254.00 2266.00 C
36 cs2509 20250910 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250910 2510.00 ... 2491.00 2513.00 CS
38 cs2601 20250910 2527.00 ... 2504.00 2532.00 CS
39 cs2603 20250910 2534.00 ... 2510.00 2538.00 CS
40 cs2605 20250910 2608.00 ... 2589.00 2614.00 CS
41 cs2607 20250910 2596.00 ... 2589.00 2615.00 CS
42 eb2509 20250910 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250910 7063.00 ... 7059.00 7047.00 EB
44 eb2511 20250910 7064.00 ... 7070.00 7058.00 EB
45 eb2512 20250910 7059.00 ... 7079.00 7065.00 EB
46 eb2601 20250910 7100.00 ... 7101.00 7093.00 EB
47 eb2602 20250910 7127.00 ... 7129.00 7123.00 EB
48 eb2603 20250910 7174.00 ... 7157.00 7156.00 EB
49 eb2604 20250910 7198.00 ... 7189.00 7193.00 EB
50 eb2605 20250910 7186.00 ... 7200.00 7194.00 EB
51 eb2606 20250910 0.00 ... 7204.00 7204.00 EB
52 eb2607 20250910 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250910 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250910 4334.00 ... 4343.00 4361.00 EG
55 eg2510 20250910 4353.00 ... 4347.00 4351.00 EG
56 eg2511 20250910 4346.00 ... 4332.00 4328.00 EG
57 eg2512 20250910 4332.00 ... 4322.00 4325.00 EG
58 eg2601 20250910 4321.00 ... 4320.00 4319.00 EG
59 eg2602 20250910 4321.00 ... 4323.00 4325.00 EG
60 eg2603 20250910 0.00 ... 4323.00 4323.00 EG
61 eg2604 20250910 4342.00 ... 4350.00 4348.00 EG
62 eg2605 20250910 4358.00 ... 4354.00 4348.00 EG
63 eg2606 20250910 4354.00 ... 4357.00 4355.00 EG
64 eg2607 20250910 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250910 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250910 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250910 1273.50 ... 1272.50 1273.00 FB
68 fb2511 20250910 1261.00 ... 1261.50 1258.00 FB
69 fb2512 20250910 1253.50 ... 1256.50 1254.50 FB
70 fb2601 20250910 1250.00 ... 1250.00 1245.00 FB
71 fb2602 20250910 1236.00 ... 1239.00 1238.00 FB
72 fb2603 20250910 1248.00 ... 1252.00 1246.00 FB
73 fb2604 20250910 1250.00 ... 1250.00 1255.00 FB
74 fb2605 20250910 0.00 ... 1318.50 1321.00 FB
75 fb2606 20250910 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250910 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250910 0.00 ... 1296.00 1296.00 FB
78 i2509 20250910 0.00 ... 847.50 847.50 I
79 i2510 20250910 829.00 ... 823.50 823.50 I
80 i2511 20250910 820.50 ... 816.50 818.00 I
81 i2512 20250910 814.00 ... 811.50 811.50 I
82 i2601 20250910 803.50 ... 802.00 803.00 I
83 i2602 20250910 796.00 ... 796.00 798.00 I
84 i2603 20250910 792.50 ... 790.50 791.00 I
85 i2604 20250910 784.50 ... 786.00 788.00 I
86 i2605 20250910 780.00 ... 777.50 779.00 I
87 i2606 20250910 772.00 ... 771.00 772.00 I
88 i2607 20250910 767.00 ... 767.50 767.50 I
89 i2608 20250910 762.00 ... 762.00 762.50 I
90 j2509 20250910 0.00 ... 1512.50 1512.50 J
91 j2510 20250910 1488.50 ... 1499.50 1514.00 J
92 j2511 20250910 1518.50 ... 1533.50 1546.50 J
93 j2512 20250910 1554.00 ... 1572.50 1584.50 J
94 j2601 20250910 1589.00 ... 1601.00 1615.50 J
95 j2602 20250910 1611.00 ... 1618.00 1645.50 J
96 j2603 20250910 0.00 ... 1660.00 1660.00 J
97 j2604 20250910 0.00 ... 1720.50 1720.50 J
98 j2605 20250910 1735.50 ... 1726.00 1744.00 J
99 j2606 20250910 0.00 ... 1761.00 1761.00 J
100 j2607 20250910 1727.00 ... 1727.00 1768.50 J
101 j2608 20250910 1748.00 ... 1763.00 1770.00 J
102 jd2509 20250910 3001.00 ... 3037.00 3050.00 JD
103 jd2510 20250910 3056.00 ... 3032.00 3032.00 JD
104 jd2511 20250910 3077.00 ... 3040.00 3066.00 JD
105 jd2512 20250910 3231.00 ... 3198.00 3223.00 JD
106 jd2601 20250910 3400.00 ... 3373.00 3406.00 JD
107 jd2602 20250910 3131.00 ... 3116.00 3138.00 JD
108 jd2603 20250910 3149.00 ... 3131.00 3150.00 JD
109 jd2604 20250910 3337.00 ... 3327.00 3343.00 JD
110 jd2605 20250910 3480.00 ... 3467.00 3480.00 JD
111 jd2606 20250910 3289.00 ... 3270.00 3287.00 JD
112 jd2607 20250910 3511.00 ... 3494.00 3510.00 JD
113 jd2608 20250910 3922.00 ... 3916.00 3918.00 JD
114 jm2509 20250910 950.00 ... 969.00 950.50 JM
115 jm2510 20250910 948.00 ... 952.50 963.00 JM
116 jm2511 20250910 1008.00 ... 1007.00 1022.00 JM
117 jm2512 20250910 1067.50 ... 1064.00 1082.50 JM
118 jm2601 20250910 1117.00 ... 1115.50 1139.00 JM
119 jm2602 20250910 1149.00 ... 1140.50 1165.00 JM
120 jm2603 20250910 1169.00 ... 1158.00 1188.50 JM
121 jm2604 20250910 1188.00 ... 1174.50 1209.50 JM
122 jm2605 20250910 1199.50 ... 1189.00 1226.00 JM
123 jm2606 20250910 1209.00 ... 1203.50 1241.00 JM
124 jm2607 20250910 1220.00 ... 1213.00 1251.50 JM
125 jm2608 20250910 1239.50 ... 1226.00 1259.50 JM
126 l2509 20250910 7150.00 ... 7165.00 7140.00 L
127 l2510 20250910 7199.00 ... 7205.00 7203.00 L
128 l2511 20250910 7212.00 ... 7219.00 7212.00 L
129 l2512 20250910 7225.00 ... 7230.00 7221.00 L
130 l2601 20250910 7234.00 ... 7233.00 7228.00 L
131 l2602 20250910 7219.00 ... 7227.00 7219.00 L
132 l2603 20250910 7228.00 ... 7227.00 7217.00 L
133 l2604 20250910 7259.00 ... 7259.00 7246.00 L
134 l2605 20250910 7247.00 ... 7243.00 7239.00 L
135 l2606 20250910 0.00 ... 7228.00 7228.00 L
136 l2607 20250910 0.00 ... 7251.00 7251.00 L
137 l2608 20250910 0.00 ... 7269.00 7269.00 L
138 lg2509 20250910 773.50 ... 773.00 776.50 LG
139 lg2511 20250910 803.00 ... 805.00 805.50 LG
140 lg2601 20250910 819.00 ... 819.50 819.50 LG
141 lg2603 20250910 825.50 ... 825.50 826.00 LG
142 lg2605 20250910 831.50 ... 830.00 830.50 LG
143 lg2607 20250910 833.00 ... 831.50 833.00 LG
144 lh2509 20250910 13200.00 ... 13190.00 13140.00 LH
145 lh2511 20250910 13215.00 ... 13315.00 13230.00 LH
146 lh2601 20250910 13635.00 ... 13730.00 13690.00 LH
147 lh2603 20250910 12920.00 ... 13010.00 12990.00 LH
148 lh2605 20250910 13400.00 ... 13520.00 13480.00 LH
149 lh2607 20250910 14155.00 ... 14240.00 14155.00 LH
150 m2509 20250910 0.00 ... 3031.00 3031.00 M
151 m2511 20250910 3041.00 ... 3031.00 3042.00 M
152 m2512 20250910 3090.00 ... 3080.00 3090.00 M
153 m2601 20250910 3079.00 ... 3064.00 3076.00 M
154 m2603 20250910 2998.00 ... 2991.00 2999.00 M
155 m2605 20250910 2800.00 ... 2799.00 2802.00 M
156 m2607 20250910 2781.00 ... 2778.00 2781.00 M
157 m2608 20250910 2907.00 ... 2907.00 2909.00 M
158 p2509 20250910 9446.00 ... 9446.00 9478.00 P
159 p2510 20250910 9420.00 ... 9320.00 9436.00 P
160 p2511 20250910 9420.00 ... 9314.00 9434.00 P
161 p2512 20250910 9446.00 ... 9326.00 9458.00 P
162 p2601 20250910 9470.00 ... 9340.00 9470.00 P
163 p2602 20250910 9386.00 ... 9284.00 9410.00 P
164 p2603 20250910 9394.00 ... 9290.00 9394.00 P
165 p2604 20250910 9280.00 ... 9200.00 9326.00 P
166 p2605 20250910 9256.00 ... 9126.00 9246.00 P
167 p2606 20250910 9100.00 ... 9030.00 9156.00 P
168 p2607 20250910 9006.00 ... 8942.00 9052.00 P
169 p2608 20250910 8922.00 ... 8910.00 8966.00 P
170 pg2509 20250910 3703.00 ... 3706.00 3706.00 PG
171 pg2510 20250910 4398.00 ... 4437.00 4413.00 PG
172 pg2511 20250910 4358.00 ... 4389.00 4356.00 PG
173 pg2512 20250910 4297.00 ... 4328.00 4294.00 PG
174 pg2601 20250910 4228.00 ... 4270.00 4235.00 PG
175 pg2602 20250910 4166.00 ... 4194.00 4166.00 PG
176 pg2603 20250910 4074.00 ... 4105.00 4079.00 PG
177 pg2604 20250910 4403.00 ... 4437.00 4409.00 PG
178 pg2605 20250910 4358.00 ... 4358.00 4323.00 PG
179 pg2606 20250910 4297.00 ... 4288.00 4261.00 PG
180 pg2607 20250910 4256.00 ... 4255.00 4207.00 PG
181 pg2608 20250910 0.00 ... 4163.00 4163.00 PG
182 pp2509 20250910 6818.00 ... 6832.00 6835.00 PP
183 pp2510 20250910 6857.00 ... 6867.00 6868.00 PP
184 pp2511 20250910 6883.00 ... 6898.00 6896.00 PP
185 pp2512 20250910 6919.00 ... 6930.00 6925.00 PP
186 pp2601 20250910 6943.00 ... 6951.00 6945.00 PP
187 pp2602 20250910 6918.00 ... 6933.00 6922.00 PP
188 pp2603 20250910 6923.00 ... 6920.00 6922.00 PP
189 pp2604 20250910 6964.00 ... 6963.00 6950.00 PP
190 pp2605 20250910 6960.00 ... 6973.00 6962.00 PP
191 pp2606 20250910 6944.00 ... 6946.00 6931.00 PP
192 pp2607 20250910 6898.00 ... 6915.00 6897.00 PP
193 pp2608 20250910 6914.00 ... 6922.00 6906.00 PP
194 rr2509 20250910 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250910 3608.00 ... 3605.00 3609.00 RR
196 rr2511 20250910 3615.00 ... 3611.00 3613.00 RR
197 rr2512 20250910 3611.00 ... 3608.00 3609.00 RR
198 rr2601 20250910 3619.00 ... 3617.00 3620.00 RR
199 rr2602 20250910 0.00 ... 3604.00 3604.00 RR
200 rr2603 20250910 0.00 ... 3612.00 3612.00 RR
201 rr2604 20250910 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250910 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250910 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250910 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250910 0.00 ... 3625.00 3625.00 RR
206 v2509 20250910 4691.00 ... 4696.00 4710.00 V
207 v2510 20250910 4733.00 ... 4743.00 4755.00 V
208 v2511 20250910 4770.00 ... 4776.00 4787.00 V
209 v2512 20250910 4810.00 ... 4815.00 4822.00 V
210 v2601 20250910 4850.00 ... 4849.00 4864.00 V
211 v2602 20250910 4882.00 ... 4885.00 4898.00 V
212 v2603 20250910 4906.00 ... 4916.00 4931.00 V
213 v2604 20250910 5120.00 ... 5119.00 5120.00 V
214 v2605 20250910 5150.00 ... 5149.00 5173.00 V
215 v2606 20250910 5167.00 ... 5169.00 5192.00 V
216 v2607 20250910 5220.00 ... 5208.00 5241.00 V
217 v2608 20250910 5240.00 ... 5247.00 5271.00 V
218 y2509 20250910 8650.00 ... 8414.00 8286.00 Y
219 y2511 20250910 8420.00 ... 8344.00 8448.00 Y
220 y2512 20250910 8442.00 ... 8374.00 8466.00 Y
221 y2601 20250910 8388.00 ... 8322.00 8418.00 Y
222 y2603 20250910 8324.00 ... 8236.00 8336.00 Y
223 y2605 20250910 8108.00 ... 8028.00 8122.00 Y
224 y2607 20250910 8052.00 ... 7982.00 8080.00 Y
225 y2608 20250910 8042.00 ... 7998.00 8086.00 Y
[226 rows x 12 columns]
2025-09-17 18:26:03,992 - future_1d - INFO - ak.get_dce_daily('2025-09-10') done
2025-09-17 18:26:05,744 - future_1d - INFO - save future_daily 2025-09-10 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250911 6863.000 ... 7097.800 6887.800 IC
1 IC2510 20250911 6799.000 ... 7044.000 6825.800 IC
2 IC2512 20250911 6680.000 ... 6934.800 6710.000 IC
3 IC2603 20250911 6517.400 ... 6789.600 6556.600 IC
4 IF2509 20250911 4424.000 ... 4542.800 4444.600 IF
5 IF2510 20250911 4415.800 ... 4534.400 4437.200 IF
6 IF2512 20250911 4396.000 ... 4511.800 4415.200 IF
7 IF2603 20250911 4367.000 ... 4491.200 4394.000 IF
8 IH2509 20250911 2927.000 ... 2981.400 2944.200 IH
9 IH2510 20250911 2926.400 ... 2979.800 2943.400 IH
10 IH2512 20250911 2927.000 ... 2980.000 2943.200 IH
11 IH2603 20250911 2928.800 ... 2982.400 2945.800 IH
12 IM2509 20250911 7144.000 ... 7365.600 7176.600 IM
13 IM2510 20250911 7086.400 ... 7297.800 7112.400 IM
14 IM2512 20250911 6940.000 ... 7153.600 6965.000 IM
15 IM2603 20250911 6740.000 ... 6965.600 6777.400 IM
16 T2509 20250911 107.750 ... 107.835 107.725 T
17 T2512 20250911 107.555 ... 107.645 107.505 T
18 T2603 20250911 107.205 ... 107.335 107.235 T
19 TF2509 20250911 105.630 ... 105.660 105.620 TF
20 TF2512 20250911 105.450 ... 105.590 105.445 TF
21 TF2603 20250911 105.380 ... 105.485 105.355 TF
22 TL2509 20250911 115.020 ... 115.180 115.240 TL
23 TL2512 20250911 114.850 ... 114.830 114.870 TL
24 TL2603 20250911 114.570 ... 114.500 114.530 TL
25 TS2509 20250911 102.330 ... 102.352 102.310 TS
26 TS2512 20250911 102.354 ... 102.406 102.348 TS
27 TS2603 20250911 102.296 ... 102.330 102.288 TS
[28 rows x 12 columns]
2025-09-17 18:26:11,791 - future_1d - INFO - ak.get_cffex_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250911 485.1 492.8 ... 4305277.99 488.7 486.1 SC
1 SC2511 20250911 488 492.5 ... 1431053.05 489.4 485.7 SC
2 SC2512 20250911 489.2 490.7 ... 346750.96 488.1 484.6 SC
3 SC2601 20250911 486.5 489.5 ... 110577.75 487.1 484.5 SC
4 SC2602 20250911 484.9 488.7 ... 60993.45 486 483.7 SC
5 SC2603 20250911 484 488.5 ... 64903.23 484.7 482.6 SC
6 SC2604 20250911 483.7 487.7 ... 100249.02 484.5 481.6 SC
7 SC2605 20250911 482.6 486.5 ... 21027.84 483.3 481.5 SC
8 SC2606 20250911 482.4 486.9 ... 148356.36 484.5 477.9 SC
9 SC2607 20250911 483.5 484.8 ... 2564.05 483.7 480.9 SC
10 SC2608 20250911 482 484 ... 915.83 482 475.5 SC
11 SC2609 20250911 481.5 481.5 ... 240.43 480.8 474.4 SC
12 SC2612 20250911 477.6 481.6 ... 573.5 477.9 467.3 SC
13 SC2703 20250911 ... 0 472.1 462.1 SC
14 SC2706 20250911 ... 0 471.5 460.7 SC
15 SC2709 20250911 ... 0 471.3 461.3 SC
16 SC2712 20250911 467 471 ... 281.43 469 461 SC
17 SC2803 20250911 ... 0 468.2 459.5 SC
18 SC2806 20250911 464.5 475.7 ... 373.39 466.7 461.5 SC
19 SC2809 20250911 ... 0 462 458.1 SC
21 LU2510 20250911 3356 3364 ... 2186.96 3343 3368 LU
22 LU2511 20250911 3379 3390 ... 278388.67 3370 3392 LU
23 LU2512 20250911 3367 3380 ... 149916.502 3362 3382 LU
24 LU2601 20250911 3361 3376 ... 31253.26 3358 3378 LU
25 LU2602 20250911 3344 3354 ... 2307.209 3338 3358 LU
26 LU2603 20250911 3333 3346 ... 26.673 3334 3354 LU
27 LU2604 20250911 3339 3339 ... 6.678 3339 3349 LU
28 LU2605 20250911 3326 3334 ... 56.491 3323 3341 LU
29 LU2606 20250911 3319 3330 ... 26.532 3316 3339 LU
30 LU2607 20250911 3317 3330 ... 13.287 3321 3335 LU
31 LU2608 20250911 3312 3331 ... 29.844 3316 3324 LU
32 LU2609 20250911 3321 3321 ... 23.198 3314 3329 LU
34 NR2509 20250911 ... 0 12645 12645 NR
35 NR2510 20250911 12695 12710 ... 205487.68 12550 12660 NR
36 NR2511 20250911 12770 12770 ... 1145171.83 12600 12715 NR
37 NR2512 20250911 12785 12800 ... 91302.955 12640 12760 NR
38 NR2601 20250911 12820 12845 ... 168980.725 12685 12800 NR
39 NR2602 20250911 12825 12840 ... 1408.43 12685 12825 NR
40 NR2603 20250911 12820 12820 ... 469.415 12685 12795 NR
41 NR2604 20250911 12800 12800 ... 89.135 12730 12815 NR
42 NR2605 20250911 12830 12830 ... 229.49 12745 12840 NR
43 NR2606 20250911 12720 12720 ... 38.11 12700 13000 NR
44 NR2607 20250911 12735 12735 ... 89.035 12715 13045 NR
45 NR2608 20250911 12770 12770 ... 63.81 12760 12865 NR
47 BC2509 20250911 70500 70500 ... 3348.75 70500 70500 BC
48 BC2510 20250911 70980 71360 ... 126352.395 71180 70820 BC
49 BC2511 20250911 71030 71320 ... 18463.84 71150 70800 BC
50 BC2512 20250911 ... 0 70790 70790 BC
51 BC2601 20250911 ... 0 71300 70880 BC
52 BC2602 20250911 ... 0 70900 70900 BC
53 BC2603 20250911 71560 71560 ... 35.78 71560 70050 BC
54 BC2604 20250911 ... 0 71200 71200 BC
55 BC2605 20250911 ... 0 71170 71170 BC
56 BC2606 20250911 ... 0 70710 70700 BC
57 BC2607 20250911 ... 0 70900 70900 BC
58 BC2608 20250911 ... 0 70800 70800 BC
60 EC2510 20250911 1250 1255 ... 200216.301 1222 1270.9 EC
61 EC2512 20250911 1654 1664.9 ... 82035.3755 1633.3 1677.3 EC
62 EC2602 20250911 1524.9 1524.9 ... 9568.4285 1509.2 1525.2 EC
63 EC2604 20250911 1245.2 1254.4 ... 5724.952 1245.9 1252.1 EC
64 EC2606 20250911 1420.4 1438.2 ... 478.8535 1429.4 1438.6 EC
65 EC2608 20250911 1593.1 1626.6 ... 337.147 1605.4 1609.3 EC
68 SC_TAS2510 20250911 ... SC_TAS
69 SC_TAS2511 20250911 ... SC_TAS
70 SC_TAS2512 20250911 ... SC_TAS
71 SC_TAS2601 20250911 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 18:26:11,977 - future_1d - INFO - ak.get_ine_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 PS2509 20250911 55575.0 ... 55575.0 55575.0 PS
1 PS2510 20250911 53495.0 ... 53135.0 52840.0 PS
2 PS2511 20250911 53200.0 ... 53035.0 52690.0 PS
3 PS2512 20250911 55920.0 ... 55530.0 55180.0 PS
4 PS2601 20250911 55500.0 ... 55465.0 55040.0 PS
5 PS2602 20250911 55690.0 ... 55735.0 55095.0 PS
6 PS2603 20250911 55880.0 ... 55715.0 55055.0 PS
7 PS2604 20250911 56005.0 ... 55800.0 55130.0 PS
8 PS2605 20250911 55650.0 ... 55650.0 55245.0 PS
9 PS2606 20250911 57800.0 ... 57725.0 57570.0 PS
10 PS2607 20250911 58050.0 ... 57855.0 57500.0 PS
11 PS2608 20250911 58000.0 ... 57850.0 57455.0 PS
13 SI2509 20250911 0.0 ... 8685.0 8470.0 SI
14 SI2510 20250911 8675.0 ... 8685.0 8520.0 SI
15 SI2511 20250911 8715.0 ... 8690.0 8530.0 SI
16 SI2512 20250911 9045.0 ... 9040.0 8885.0 SI
17 SI2601 20250911 9050.0 ... 9035.0 8875.0 SI
18 SI2602 20250911 9020.0 ... 9030.0 8935.0 SI
19 SI2603 20250911 9070.0 ... 9065.0 8920.0 SI
20 SI2604 20250911 9025.0 ... 9030.0 8950.0 SI
21 SI2605 20250911 9075.0 ... 9055.0 8915.0 SI
22 SI2606 20250911 9080.0 ... 9070.0 8940.0 SI
23 SI2607 20250911 9000.0 ... 9070.0 8940.0 SI
24 SI2608 20250911 9060.0 ... 9085.0 8905.0 SI
27 LC2509 20250911 70940.0 ... 70800.0 69760.0 LC
28 LC2510 20250911 71360.0 ... 70580.0 69720.0 LC
29 LC2511 20250911 70960.0 ... 70660.0 70120.0 LC
30 LC2512 20250911 71100.0 ... 70960.0 70200.0 LC
31 LC2601 20250911 71300.0 ... 70920.0 70240.0 LC
32 LC2602 20250911 71120.0 ... 70860.0 70240.0 LC
33 LC2603 20250911 70960.0 ... 70780.0 70220.0 LC
34 LC2604 20250911 72100.0 ... 71740.0 70660.0 LC
35 LC2605 20250911 71620.0 ... 71380.0 70700.0 LC
36 LC2606 20250911 71540.0 ... 71240.0 70460.0 LC
37 LC2607 20250911 71300.0 ... 71100.0 70500.0 LC
38 LC2608 20250911 71220.0 ... 71040.0 70700.0 LC
[36 rows x 12 columns]
2025-09-17 18:26:12,277 - future_1d - INFO - ak.get_gfex_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250911 8218.0 8351.0 ... 130736.90 8293.0 8163.0 AP
1 AP511 20250911 8070.0 8168.0 ... 6792.71 8116.0 8026.0 AP
2 AP512 20250911 8068.0 8188.0 ... 2732.08 8131.0 8050.0 AP
3 AP601 20250911 8159.0 8271.0 ... 676253.31 8214.0 8122.0 AP
4 AP603 20250911 8068.0 8162.0 ... 154.36 8124.0 8053.0 AP
5 AP604 20250911 8125.0 8171.0 ... 73.28 8142.0 8090.0 AP
6 AP605 20250911 8187.0 8255.0 ... 4121.90 8227.0 8158.0 AP
7 CF509 20250911 13360.0 13400.0 ... 3216.36 13345.0 13345.0 CF
8 CF511 20250911 13670.0 13735.0 ... 172899.42 13665.0 13645.0 CF
9 CF601 20250911 13865.0 13890.0 ... 1114391.69 13830.0 13835.0 CF
10 CF603 20250911 13810.0 13845.0 ... 1579.90 13800.0 13800.0 CF
11 CF605 20250911 13850.0 13850.0 ... 148047.50 13795.0 13795.0 CF
12 CF607 20250911 13850.0 13855.0 ... 815.05 13815.0 13815.0 CF
13 CJ509 20250911 0.0 0.0 ... 0.00 9965.0 9945.0 CJ
14 CJ512 20250911 10955.0 11225.0 ... 5656.23 11100.0 10945.0 CJ
15 CJ601 20250911 11045.0 11285.0 ... 923262.81 11185.0 10990.0 CJ
16 CJ603 20250911 11085.0 11325.0 ... 12116.31 11240.0 11045.0 CJ
17 CJ605 20250911 11150.0 11420.0 ... 149786.33 11315.0 11125.0 CJ
18 CJ607 20250911 11320.0 11540.0 ... 3393.31 11425.0 11265.0 CJ
19 CY509 20250911 0.0 0.0 ... 0.00 20180.0 20200.0 CY
20 CY510 20250911 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250911 19875.0 19960.0 ... 97202.48 19875.0 19895.0 CY
22 CY512 20250911 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250911 19960.0 19960.0 ... 1183.36 19890.0 19875.0 CY
24 CY602 20250911 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250911 0.0 0.0 ... 0.00 20240.0 20255.0 CY
26 CY604 20250911 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250911 20080.0 20080.0 ... 20.08 20080.0 20165.0 CY
28 CY606 20250911 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250911 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250911 0.0 0.0 ... 0.00 20160.0 20170.0 CY
31 FG509 20250911 991.0 991.0 ... 310.87 990.0 985.0 FG
32 FG510 20250911 1102.0 1120.0 ... 194308.98 1107.0 1100.0 FG
33 FG511 20250911 1086.0 1108.0 ... 167149.89 1095.0 1089.0 FG
34 FG512 20250911 1194.0 1208.0 ... 83621.38 1192.0 1188.0 FG
35 FG601 20250911 1182.0 1202.0 ... 3942012.78 1186.0 1179.0 FG
36 FG602 20250911 1235.0 1251.0 ... 28597.32 1235.0 1232.0 FG
37 FG603 20250911 1235.0 1252.0 ... 1254.01 1239.0 1232.0 FG
38 FG604 20250911 1285.0 1300.0 ... 501.76 1287.0 1279.0 FG
39 FG605 20250911 1277.0 1295.0 ... 69083.82 1281.0 1278.0 FG
40 FG606 20250911 1312.0 1328.0 ... 2284.84 1315.0 1307.0 FG
41 FG607 20250911 1301.0 1317.0 ... 1806.57 1305.0 1298.0 FG
42 FG608 20250911 1325.0 1343.0 ... 1266.66 1333.0 1319.0 FG
43 JR509 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250911 2242.0 2242.0 ... 247.09 2226.0 2260.0 MA
53 MA510 20250911 2306.0 2309.0 ... 90947.84 2299.0 2308.0 MA
54 MA511 20250911 2336.0 2340.0 ... 113094.85 2329.0 2333.0 MA
55 MA512 20250911 2383.0 2384.0 ... 69622.56 2372.0 2375.0 MA
56 MA601 20250911 2404.0 2409.0 ... 1180908.94 2395.0 2403.0 MA
57 MA602 20250911 2416.0 2423.0 ... 26148.38 2412.0 2411.0 MA
58 MA603 20250911 2424.0 2428.0 ... 290.00 2417.0 2417.0 MA
59 MA604 20250911 2413.0 2415.0 ... 16.86 2408.0 2404.0 MA
60 MA605 20250911 2407.0 2409.0 ... 71458.38 2396.0 2398.0 MA
61 MA606 20250911 2405.0 2406.0 ... 19.20 2400.0 2413.0 MA
62 MA607 20250911 2386.0 2386.0 ... 57.18 2383.0 2391.0 MA
63 MA608 20250911 2384.0 2384.0 ... 7.15 2384.0 2403.0 MA
64 OI509 20250911 0.0 0.0 ... 0.00 10023.0 9937.0 OI
65 OI511 20250911 9940.0 10090.0 ... 516403.28 10015.0 9985.0 OI
66 OI601 20250911 9782.0 9897.0 ... 2960863.58 9839.0 9823.0 OI
67 OI603 20250911 9643.0 9720.0 ... 1615.05 9671.0 9666.0 OI
68 OI605 20250911 9490.0 9554.0 ... 131834.25 9510.0 9541.0 OI
69 OI607 20250911 9458.0 9488.0 ... 387.68 9456.0 9479.0 OI
70 PF509 20250911 0.0 0.0 ... 0.00 6272.0 6268.0 PF
71 PF510 20250911 6382.0 6398.0 ... 51713.83 6374.0 6378.0 PF
72 PF511 20250911 6370.0 6390.0 ... 362115.37 6366.0 6362.0 PF
73 PF512 20250911 6366.0 6376.0 ... 165237.69 6350.0 6344.0 PF
74 PF601 20250911 6388.0 6410.0 ... 19883.95 6388.0 6390.0 PF
75 PF602 20250911 6404.0 6418.0 ... 42679.04 6396.0 6400.0 PF
76 PF603 20250911 6414.0 6420.0 ... 32.00 6400.0 6412.0 PF
77 PF604 20250911 6442.0 6442.0 ... 22.52 6436.0 6440.0 PF
78 PF605 20250911 6470.0 6470.0 ... 29.06 6460.0 6468.0 PF
79 PF606 20250911 6474.0 6474.0 ... 3.24 6474.0 6470.0 PF
80 PF607 20250911 0.0 0.0 ... 0.00 6502.0 6498.0 PF
81 PF608 20250911 0.0 0.0 ... 0.00 6516.0 6510.0 PF
82 PK510 20250911 7876.0 7894.0 ... 126503.71 7876.0 7876.0 PK
83 PK511 20250911 7794.0 7798.0 ... 362088.71 7776.0 7792.0 PK
84 PK512 20250911 7810.0 7822.0 ... 159865.14 7800.0 7804.0 PK
85 PK601 20250911 7842.0 7842.0 ... 24736.08 7826.0 7832.0 PK
86 PK603 20250911 7844.0 7850.0 ... 39.24 7848.0 7850.0 PK
87 PK604 20250911 7848.0 7868.0 ... 70.69 7856.0 7878.0 PK
88 PK605 20250911 7870.0 7870.0 ... 5782.58 7852.0 7870.0 PK
89 PL601 20250911 6400.0 6422.0 ... 41574.86 6406.0 6413.0 PL
90 PL602 20250911 6445.0 6451.0 ... 682.73 6441.0 6449.0 PL
91 PL603 20250911 6440.0 6440.0 ... 12.88 6440.0 6445.0 PL
92 PL604 20250911 0.0 0.0 ... 0.00 6455.0 6465.0 PL
93 PL605 20250911 6363.0 6384.0 ... 25.49 6374.0 6386.0 PL
94 PL606 20250911 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250911 0.0 0.0 ... 0.00 6450.0 6450.0 PL
96 PL608 20250911 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250911 5700.0 5700.0 ... 85.50 5700.0 5788.0 PR
104 PR510 20250911 5838.0 5862.0 ... 20785.20 5834.0 5844.0 PR
105 PR511 20250911 5840.0 5872.0 ... 299990.48 5838.0 5842.0 PR
106 PR512 20250911 5850.0 5882.0 ... 215435.62 5848.0 5854.0 PR
107 PR601 20250911 5866.0 5890.0 ... 133220.25 5856.0 5860.0 PR
108 PR602 20250911 5892.0 5892.0 ... 10366.06 5872.0 5898.0 PR
109 PR603 20250911 5894.0 5894.0 ... 26.51 5892.0 5898.0 PR
110 PR604 20250911 5912.0 5912.0 ... 8.87 5912.0 5902.0 PR
111 PR605 20250911 5920.0 5920.0 ... 8.88 5920.0 5916.0 PR
112 PR606 20250911 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250911 0.0 0.0 ... 0.00 5968.0 5970.0 PR
114 PR608 20250911 0.0 0.0 ... 0.00 5962.0 5962.0 PR
115 PX509 20250911 0.0 0.0 ... 0.00 6782.0 6768.0 PX
116 PX510 20250911 6778.0 6826.0 ... 5503.37 6786.0 6788.0 PX
117 PX511 20250911 6760.0 6808.0 ... 402333.89 6766.0 6752.0 PX
118 PX512 20250911 6738.0 6774.0 ... 105456.67 6732.0 6720.0 PX
119 PX601 20250911 6706.0 6750.0 ... 84796.19 6708.0 6702.0 PX
120 PX602 20250911 6698.0 6732.0 ... 9388.87 6698.0 6688.0 PX
121 PX603 20250911 0.0 0.0 ... 0.00 6690.0 6662.0 PX
122 PX604 20250911 0.0 0.0 ... 0.00 6700.0 6698.0 PX
123 PX605 20250911 6696.0 6716.0 ... 194.07 6692.0 6692.0 PX
124 PX606 20250911 0.0 0.0 ... 0.00 6708.0 6708.0 PX
125 PX607 20250911 0.0 0.0 ... 0.00 6722.0 6722.0 PX
126 PX608 20250911 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250911 2540.0 2550.0 ... 94.13 2544.0 2565.0 RM
134 RM511 20250911 2539.0 2559.0 ... 18579.51 2544.0 2541.0 RM
135 RM601 20250911 2538.0 2568.0 ... 871292.35 2554.0 2542.0 RM
136 RM603 20250911 2430.0 2450.0 ... 11757.57 2440.0 2432.0 RM
137 RM605 20250911 2410.0 2421.0 ... 126860.70 2411.0 2412.0 RM
138 RM607 20250911 2390.0 2403.0 ... 17730.90 2393.0 2394.0 RM
139 RM608 20250911 2487.0 2500.0 ... 239.09 2491.0 2489.0 RM
140 RS509 20250911 0.0 0.0 ... 0.00 4846.0 4852.0 RS
141 RS511 20250911 5160.0 5160.0 ... 66.66 5128.0 5176.0 RS
142 RS607 20250911 5577.0 5645.0 ... 210.97 5552.0 5559.0 RS
143 RS608 20250911 0.0 0.0 ... 0.00 5615.0 5615.0 RS
144 SA509 20250911 1153.0 1175.0 ... 2227.23 1159.0 1151.0 SA
145 SA510 20250911 1200.0 1218.0 ... 238449.29 1207.0 1199.0 SA
146 SA511 20250911 1216.0 1227.0 ... 263493.45 1217.0 1208.0 SA
147 SA512 20250911 1267.0 1286.0 ... 157105.50 1276.0 1264.0 SA
148 SA601 20250911 1281.0 1297.0 ... 2835127.00 1286.0 1271.0 SA
149 SA602 20250911 1310.0 1326.0 ... 23077.95 1312.0 1304.0 SA
150 SA603 20250911 1314.0 1331.0 ... 5226.39 1315.0 1308.0 SA
151 SA604 20250911 1352.0 1365.0 ... 3066.32 1348.0 1349.0 SA
152 SA605 20250911 1351.0 1370.0 ... 115852.04 1355.0 1351.0 SA
153 SA606 20250911 1364.0 1380.0 ... 1124.78 1365.0 1359.0 SA
154 SA607 20250911 1369.0 1380.0 ... 843.15 1369.0 1361.0 SA
155 SA608 20250911 1388.0 1399.0 ... 658.23 1389.0 1383.0 SA
156 SF509 20250911 5470.0 5470.0 ... 431.63 5464.0 5464.0 SF
157 SF510 20250911 5468.0 5506.0 ... 68550.10 5472.0 5472.0 SF
158 SF511 20250911 5640.0 5674.0 ... 354891.96 5640.0 5636.0 SF
159 SF512 20250911 5600.0 5624.0 ... 62789.08 5596.0 5596.0 SF
160 SF601 20250911 5610.0 5630.0 ... 97817.07 5600.0 5594.0 SF
161 SF602 20250911 5584.0 5600.0 ... 21233.35 5552.0 5548.0 SF
162 SF603 20250911 5736.0 5746.0 ... 1550.04 5720.0 5750.0 SF
163 SF604 20250911 5726.0 5734.0 ... 14.29 5718.0 5706.0 SF
164 SF605 20250911 5700.0 5746.0 ... 4279.46 5702.0 5704.0 SF
165 SF606 20250911 5690.0 5690.0 ... 19.85 5672.0 5670.0 SF
166 SF607 20250911 5836.0 5836.0 ... 5.83 5828.0 5816.0 SF
167 SF608 20250911 5758.0 5758.0 ... 8.63 5752.0 5734.0 SF
168 SH509 20250911 0.0 0.0 ... 0.00 2828.0 2811.0 SH
169 SH510 20250911 2565.0 2588.0 ... 212640.48 2565.0 2559.0 SH
170 SH511 20250911 2566.0 2601.0 ... 644483.99 2576.0 2562.0 SH
171 SH512 20250911 2587.0 2619.0 ... 305183.74 2597.0 2583.0 SH
172 SH601 20250911 2578.0 2605.0 ... 2327161.35 2587.0 2571.0 SH
173 SH602 20250911 2600.0 2623.0 ... 42346.45 2604.0 2591.0 SH
174 SH603 20250911 2620.0 2637.0 ... 3140.93 2624.0 2609.0 SH
175 SH604 20250911 2656.0 2677.0 ... 415.93 2666.0 2653.0 SH
176 SH605 20250911 2671.0 2687.0 ... 17480.75 2675.0 2664.0 SH
177 SH606 20250911 2690.0 2695.0 ... 258.12 2689.0 2673.0 SH
178 SH607 20250911 2683.0 2683.0 ... 64.20 2675.0 2666.0 SH
179 SH608 20250911 2692.0 2694.0 ... 72.56 2687.0 2678.0 SH
180 SM509 20250911 5770.0 5788.0 ... 1560.75 5770.0 5726.0 SM
181 SM510 20250911 5782.0 5808.0 ... 126885.05 5774.0 5772.0 SM
182 SM511 20250911 5832.0 5876.0 ... 162072.81 5848.0 5830.0 SM
183 SM512 20250911 5880.0 5882.0 ... 71142.16 5854.0 5852.0 SM
184 SM601 20250911 5862.0 5890.0 ... 435829.94 5860.0 5852.0 SM
185 SM602 20250911 5874.0 5892.0 ... 59756.59 5864.0 5840.0 SM
186 SM603 20250911 5898.0 5898.0 ... 91.12 5880.0 5878.0 SM
187 SM604 20250911 5890.0 5890.0 ... 11.77 5884.0 5898.0 SM
188 SM605 20250911 5910.0 5922.0 ... 3697.01 5896.0 5900.0 SM
189 SM606 20250911 5902.0 5908.0 ... 8.85 5900.0 5888.0 SM
190 SM607 20250911 5888.0 5916.0 ... 17.72 5906.0 5882.0 SM
191 SM608 20250911 5950.0 5950.0 ... 8.90 5930.0 5898.0 SM
192 SR509 20250911 5530.0 5530.0 ... 602.29 5526.0 5522.0 SR
193 SR511 20250911 5551.0 5573.0 ... 145543.24 5554.0 5539.0 SR
194 SR601 20250911 5545.0 5558.0 ... 861291.03 5542.0 5534.0 SR
195 SR603 20250911 5521.0 5541.0 ... 2222.32 5528.0 5520.0 SR
196 SR605 20250911 5520.0 5528.0 ... 30964.28 5516.0 5508.0 SR
197 SR607 20250911 5498.0 5524.0 ... 1482.67 5512.0 5503.0 SR
198 TA509 20250911 4598.0 4622.0 ... 2342.24 4602.0 4598.0 TA
199 TA510 20250911 4670.0 4682.0 ... 136416.66 4660.0 4662.0 TA
200 TA511 20250911 4666.0 4696.0 ... 191884.64 4672.0 4670.0 TA
201 TA512 20250911 4690.0 4706.0 ... 83468.17 4682.0 4678.0 TA
202 TA601 20250911 4690.0 4712.0 ... 1036039.18 4688.0 4686.0 TA
203 TA602 20250911 4698.0 4714.0 ... 15776.34 4694.0 4694.0 TA
204 TA603 20250911 4708.0 4708.0 ... 23.53 4708.0 4712.0 TA
205 TA604 20250911 0.0 0.0 ... 0.00 4722.0 4722.0 TA
206 TA605 20250911 4728.0 4742.0 ... 17213.69 4720.0 4716.0 TA
207 TA606 20250911 0.0 0.0 ... 0.00 4734.0 4734.0 TA
208 TA607 20250911 0.0 0.0 ... 0.00 4744.0 4744.0 TA
209 TA608 20250911 4768.0 4768.0 ... 2.38 4768.0 4744.0 TA
210 UR509 20250911 1601.0 1605.0 ... 833.35 1603.0 1616.0 UR
211 UR510 20250911 1635.0 1638.0 ... 53972.22 1620.0 1639.0 UR
212 UR511 20250911 1659.0 1665.0 ... 51115.35 1659.0 1671.0 UR
213 UR512 20250911 1664.0 1671.0 ... 16972.26 1666.0 1675.0 UR
214 UR601 20250911 1669.0 1676.0 ... 419032.87 1672.0 1679.0 UR
215 UR602 20250911 1673.0 1677.0 ... 308.00 1674.0 1679.0 UR
216 UR603 20250911 1720.0 1724.0 ... 34.41 1720.0 1728.0 UR
217 UR604 20250911 1721.0 1722.0 ... 13.77 1721.0 1728.0 UR
218 UR605 20250911 1721.0 1725.0 ... 13509.66 1721.0 1729.0 UR
219 UR606 20250911 1718.0 1721.0 ... 109.98 1718.0 1723.0 UR
220 UR607 20250911 1749.0 1750.0 ... 76.87 1747.0 1755.0 UR
221 UR608 20250911 1745.0 1745.0 ... 20.90 1742.0 1746.0 UR
222 WH509 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 18:26:12,549 - future_1d - INFO - ak.get_czce_daily('2025-09-11') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250911 ... 80090 79730 CU
1 1 CU2510 20250911 ... 80080 79680 CU
2 2 CU2511 20250911 ... 80080 79670 CU
3 3 CU2512 20250911 ... 80050 79640 CU
4 4 CU2601 20250911 ... 80040 79610 CU
5 5 CU2602 20250911 ... 80040 79570 CU
6 6 CU2603 20250911 ... 80060 79590 CU
7 7 CU2604 20250911 ... 80150 79690 CU
8 8 CU2605 20250911 ... 80130 79660 CU
9 9 CU2606 20250911 ... 80150 79700 CU
10 10 CU2607 20250911 ... 80150 79790 CU
11 11 CU2608 20250911 ... 80140 79740 CU
12 12 BC2509 20250911 ... 70500 70500 BC
13 13 BC2510 20250911 ... 71180 70820 BC
14 14 BC2511 20250911 ... 71150 70800 BC
15 15 BC2512 20250911 ... 70790 70790 BC
16 16 BC2601 20250911 ... 71300 70880 BC
17 17 BC2602 20250911 ... 70900 70900 BC
18 18 BC2603 20250911 ... 71560 70050 BC
19 19 BC2604 20250911 ... 71200 71200 BC
20 20 BC2605 20250911 ... 71170 71170 BC
21 21 BC2606 20250911 ... 70710 70700 BC
22 22 BC2607 20250911 ... 70900 70900 BC
23 23 BC2608 20250911 ... 70800 70800 BC
24 24 AL2509 20250911 ... 20845 20765 AL
25 25 AL2510 20250911 ... 20850 20785 AL
26 26 AL2511 20250911 ... 20840 20770 AL
27 27 AL2512 20250911 ... 20815 20745 AL
28 28 AL2601 20250911 ... 20800 20730 AL
29 29 AL2602 20250911 ... 20795 20730 AL
30 30 AL2603 20250911 ... 20820 20755 AL
31 31 AL2604 20250911 ... 20855 20780 AL
32 32 AL2605 20250911 ... 20865 20805 AL
33 33 AL2606 20250911 ... 20865 20795 AL
34 34 AL2607 20250911 ... 20875 20800 AL
35 35 AL2608 20250911 ... 20870 20810 AL
36 36 ZN2509 20250911 ... 22190 22115 ZN
37 37 ZN2510 20250911 ... 22225 22170 ZN
38 38 ZN2511 20250911 ... 22235 22175 ZN
39 39 ZN2512 20250911 ... 22250 22185 ZN
40 40 ZN2601 20250911 ... 22255 22205 ZN
41 41 ZN2602 20250911 ... 22265 22200 ZN
42 42 ZN2603 20250911 ... 22265 22230 ZN
43 43 ZN2604 20250911 ... 22310 22245 ZN
44 44 ZN2605 20250911 ... 22305 22255 ZN
45 45 ZN2606 20250911 ... 22305 22285 ZN
46 46 ZN2607 20250911 ... 22335 22270 ZN
47 47 ZN2608 20250911 ... 22350 22280 ZN
48 48 PB2509 20250911 ... 16795 16805 PB
49 49 PB2510 20250911 ... 16860 16840 PB
50 50 PB2511 20250911 ... 16865 16850 PB
51 51 PB2512 20250911 ... 16885 16870 PB
52 52 PB2601 20250911 ... 16910 16880 PB
53 53 PB2602 20250911 ... 16895 16945 PB
54 54 PB2603 20250911 ... 16910 16910 PB
55 55 PB2604 20250911 ... 16910 16945 PB
56 56 PB2605 20250911 ... 16925 16945 PB
57 57 PB2606 20250911 ... 16935 17030 PB
58 58 PB2607 20250911 ... 16945 17020 PB
59 59 PB2608 20250911 ... 16965 17060 PB
60 60 NI2509 20250911 ... 120260 120110 NI
61 61 NI2510 20250911 ... 120450 120490 NI
62 62 NI2511 20250911 ... 120600 120660 NI
63 63 NI2512 20250911 ... 120780 120870 NI
64 64 NI2601 20250911 ... 121000 121080 NI
65 65 NI2602 20250911 ... 121260 121360 NI
66 66 NI2603 20250911 ... 121390 121570 NI
67 67 NI2604 20250911 ... 121710 121760 NI
68 68 NI2605 20250911 ... 121760 121960 NI
69 69 NI2606 20250911 ... 122050 122270 NI
70 70 NI2607 20250911 ... 122410 122470 NI
71 71 NI2608 20250911 ... 122670 122910 NI
72 72 SN2509 20250911 ... 270340 268520 SN
73 73 SN2510 20250911 ... 271410 269480 SN
74 74 SN2511 20250911 ... 271610 269720 SN
75 75 SN2512 20250911 ... 271690 269940 SN
76 76 SN2601 20250911 ... 271500 270340 SN
77 77 SN2602 20250911 ... 271650 270030 SN
78 78 SN2603 20250911 ... 271120 270300 SN
79 79 SN2604 20250911 ... 272180 270750 SN
80 80 SN2605 20250911 ... 272460 271250 SN
81 81 SN2606 20250911 ... 271900 269320 SN
82 82 SN2607 20250911 ... 273090 270950 SN
83 83 SN2608 20250911 ... 272370 271420 SN
84 84 AO2509 20250911 ... 2904 2869 AO
85 85 AO2510 20250911 ... 2918 2905 AO
86 86 AO2511 20250911 ... 2920 2909 AO
87 87 AO2512 20250911 ... 2931 2913 AO
88 88 AO2601 20250911 ... 2940 2922 AO
89 89 AO2602 20250911 ... 2947 2932 AO
90 90 AO2603 20250911 ... 3008 2995 AO
91 91 AO2604 20250911 ... 3015 3008 AO
92 92 AO2605 20250911 ... 3025 3010 AO
93 93 AO2606 20250911 ... 3034 3023 AO
94 94 AO2607 20250911 ... 3048 3033 AO
95 95 AO2608 20250911 ... 3063 3054 AO
96 96 AD2511 20250911 ... 20410 20350 AD
97 97 AD2512 20250911 ... 20430 20355 AD
98 98 AD2601 20250911 ... 20410 20355 AD
99 99 AD2602 20250911 ... 20395 20360 AD
100 100 AD2603 20250911 ... 20405 20360 AD
101 101 AD2604 20250911 ... 20240 20240 AD
102 102 AD2605 20250911 ... 20325 20265 AD
103 103 AD2606 20250911 ... 20155 20155 AD
104 104 AD2607 20250911 ... 20150 20150 AD
105 105 AD2608 20250911 ... 20170 20170 AD
106 106 AU2509 20250911 ... 832.5 853.28 AU
107 107 AU2510 20250911 ... 833.38 833.38 AU
108 108 AU2511 20250911 ... 834.64 835.86 AU
109 109 AU2512 20250911 ... 835.48 835.82 AU
110 110 AU2602 20250911 ... 838.02 838.18 AU
111 111 AU2604 20250911 ... 839.8 840.72 AU
112 112 AU2606 20250911 ... 842.34 843.26 AU
113 113 AU2608 20250911 ... 844.48 845.5 AU
114 114 AG2509 20250911 ... 9785 9779 AG
115 115 AG2510 20250911 ... 9804 9771 AG
116 116 AG2511 20250911 ... 9815 9788 AG
117 117 AG2512 20250911 ... 9824 9794 AG
118 118 AG2601 20250911 ... 9837 9804 AG
119 119 AG2602 20250911 ... 9848 9816 AG
120 120 AG2603 20250911 ... 9860 9830 AG
121 121 AG2604 20250911 ... 9875 9840 AG
122 122 AG2605 20250911 ... 9893 9857 AG
123 123 AG2606 20250911 ... 9906 9866 AG
124 124 AG2607 20250911 ... 9922 9914 AG
125 125 AG2608 20250911 ... 9938 9905 AG
126 126 RB2509 20250911 ... 2941 2950 RB
127 127 RB2510 20250911 ... 3013 3025 RB
128 128 RB2511 20250911 ... 3034 3045 RB
129 129 RB2512 20250911 ... 3081 3089 RB
130 130 RB2601 20250911 ... 3101 3108 RB
131 131 RB2602 20250911 ... 3098 3107 RB
132 132 RB2603 20250911 ... 3112 3116 RB
133 133 RB2604 20250911 ... 3136 3140 RB
134 134 RB2605 20250911 ... 3150 3154 RB
135 135 RB2606 20250911 ... 3166 3165 RB
136 136 RB2607 20250911 ... 3179 3183 RB
137 137 RB2608 20250911 ... 3192 3190 RB
138 138 WR2509 20250911 ... 3342 3342 WR
139 139 WR2510 20250911 ... 3282 3280 WR
140 140 WR2511 20250911 ... 3302 3302 WR
141 141 WR2512 20250911 ... 3324 3324 WR
142 142 WR2601 20250911 ... 3377 3390 WR
143 143 WR2602 20250911 ... 3358 3337 WR
144 144 WR2603 20250911 ... 3338 3338 WR
145 145 WR2604 20250911 ... 3389 3399 WR
146 146 WR2605 20250911 ... 3414 3414 WR
147 147 WR2606 20250911 ... 3372 3375 WR
148 148 WR2607 20250911 ... 3390 3390 WR
149 149 WR2608 20250911 ... 3410 3414 WR
150 150 HC2509 20250911 ... 3396 3396 HC
151 151 HC2510 20250911 ... 3379 3370 HC
152 152 HC2511 20250911 ... 3365 3357 HC
153 153 HC2512 20250911 ... 3354 3350 HC
154 154 HC2601 20250911 ... 3342 3335 HC
155 155 HC2602 20250911 ... 3339 3339 HC
156 156 HC2603 20250911 ... 3344 3342 HC
157 157 HC2604 20250911 ... 3346 3346 HC
158 158 HC2605 20250911 ... 3347 3346 HC
159 159 HC2606 20250911 ... 3354 3359 HC
160 160 HC2607 20250911 ... 3357 3340 HC
161 161 HC2608 20250911 ... 3358 3358 HC
162 162 SS2509 20250911 ... 12800 12800 SS
163 163 SS2510 20250911 ... 12810 12825 SS
164 164 SS2511 20250911 ... 12895 12915 SS
165 165 SS2512 20250911 ... 12930 12955 SS
166 166 SS2601 20250911 ... 12990 13005 SS
167 167 SS2602 20250911 ... 13030 13060 SS
168 168 SS2603 20250911 ... 13110 13120 SS
169 169 SS2604 20250911 ... 13175 13190 SS
170 170 SS2605 20250911 ... 13245 13265 SS
171 171 SS2606 20250911 ... 13305 13320 SS
172 172 SS2607 20250911 ... 13370 13370 SS
173 173 SS2608 20250911 ... 13400 13400 SS
174 174 SC2510 20250911 ... 488.7 486.1 SC
175 175 SC2511 20250911 ... 489.4 485.7 SC
176 176 SC2512 20250911 ... 488.1 484.6 SC
177 177 SC2601 20250911 ... 487.1 484.5 SC
178 178 SC2602 20250911 ... 486 483.7 SC
179 179 SC2603 20250911 ... 484.7 482.6 SC
180 180 SC2604 20250911 ... 484.5 481.6 SC
181 181 SC2605 20250911 ... 483.3 481.5 SC
182 182 SC2606 20250911 ... 484.5 477.9 SC
183 183 SC2607 20250911 ... 483.7 480.9 SC
184 184 SC2608 20250911 ... 482 475.5 SC
185 185 SC2609 20250911 ... 480.8 474.4 SC
186 186 SC2612 20250911 ... 477.9 467.3 SC
187 187 SC2703 20250911 ... 472.1 462.1 SC
188 188 SC2706 20250911 ... 471.5 460.7 SC
189 189 SC2709 20250911 ... 471.3 461.3 SC
190 190 SC2712 20250911 ... 469 461 SC
191 191 SC2803 20250911 ... 468.2 459.5 SC
192 192 SC2806 20250911 ... 466.7 461.5 SC
193 193 SC2809 20250911 ... 462 458.1 SC
194 194 LU2510 20250911 ... 3343 3368 LU
195 195 LU2511 20250911 ... 3370 3392 LU
196 196 LU2512 20250911 ... 3362 3382 LU
197 197 LU2601 20250911 ... 3358 3378 LU
198 198 LU2602 20250911 ... 3338 3358 LU
199 199 LU2603 20250911 ... 3334 3354 LU
200 200 LU2604 20250911 ... 3339 3349 LU
201 201 LU2605 20250911 ... 3323 3341 LU
202 202 LU2606 20250911 ... 3316 3339 LU
203 203 LU2607 20250911 ... 3321 3335 LU
204 204 LU2608 20250911 ... 3316 3324 LU
205 205 LU2609 20250911 ... 3314 3329 LU
206 206 FU2510 20250911 ... 2833 2828 FU
207 207 FU2511 20250911 ... 2824 2822 FU
208 208 FU2512 20250911 ... 2803 2802 FU
209 209 FU2601 20250911 ... 2793 2789 FU
210 210 FU2602 20250911 ... 2777 2771 FU
211 211 FU2603 20250911 ... 2766 2759 FU
212 212 FU2604 20250911 ... 2759 2757 FU
213 213 FU2605 20250911 ... 2749 2742 FU
214 214 FU2606 20250911 ... 2741 2735 FU
215 215 FU2607 20250911 ... 2727 2724 FU
216 216 FU2608 20250911 ... 2722 2717 FU
217 217 FU2609 20250911 ... 2700 2696 FU
218 218 BU2509 20250911 ... 3423 3404 BU
219 219 BU2510 20250911 ... 3470 3456 BU
220 220 BU2511 20250911 ... 3459 3437 BU
221 221 BU2512 20250911 ... 3411 3392 BU
222 222 BU2601 20250911 ... 3385 3365 BU
223 223 BU2602 20250911 ... 3382 3364 BU
224 224 BU2603 20250911 ... 3388 3369 BU
225 225 BU2604 20250911 ... 3382 3348 BU
226 226 BU2605 20250911 ... 3388 3357 BU
227 227 BU2606 20250911 ... 3379 3353 BU
228 228 BU2607 20250911 ... 3381 3358 BU
229 229 BU2608 20250911 ... 3359 3340 BU
230 230 BU2609 20250911 ... 3372 3346 BU
231 231 BU2612 20250911 ... 3325 3307 BU
232 232 BU2703 20250911 ... 3327 3293 BU
233 233 BU2706 20250911 ... 3331 3321 BU
234 234 BR2509 20250911 ... 11850 11850 BR
235 235 BR2510 20250911 ... 11665 11720 BR
236 236 BR2511 20250911 ... 11630 11705 BR
237 237 BR2512 20250911 ... 11615 11690 BR
238 238 BR2601 20250911 ... 11630 11700 BR
239 239 BR2602 20250911 ... 11735 11735 BR
240 240 BR2603 20250911 ... 11665 11705 BR
241 241 BR2604 20250911 ... 11680 11710 BR
242 242 BR2605 20250911 ... 11700 11745 BR
243 243 BR2606 20250911 ... 11715 11815 BR
244 244 BR2607 20250911 ... 11780 12000 BR
245 245 BR2608 20250911 ... 11915 11915 BR
246 246 RU2509 20250911 ... 14825 14975 RU
247 247 RU2510 20250911 ... 14955 15050 RU
248 248 RU2511 20250911 ... 14940 15005 RU
249 249 RU2601 20250911 ... 15880 15955 RU
250 250 RU2603 20250911 ... 15880 15970 RU
251 251 RU2604 20250911 ... 15895 15960 RU
252 252 RU2605 20250911 ... 15910 15995 RU
253 253 RU2606 20250911 ... 15925 16030 RU
254 254 RU2607 20250911 ... 15980 16045 RU
255 255 RU2608 20250911 ... 15970 16065 RU
256 256 NR2509 20250911 ... 12645 12645 NR
257 257 NR2510 20250911 ... 12550 12660 NR
258 258 NR2511 20250911 ... 12600 12715 NR
259 259 NR2512 20250911 ... 12640 12760 NR
260 260 NR2601 20250911 ... 12685 12800 NR
261 261 NR2602 20250911 ... 12685 12825 NR
262 262 NR2603 20250911 ... 12685 12795 NR
263 263 NR2604 20250911 ... 12730 12815 NR
264 264 NR2605 20250911 ... 12745 12840 NR
265 265 NR2606 20250911 ... 12700 13000 NR
266 266 NR2607 20250911 ... 12715 13045 NR
267 267 NR2608 20250911 ... 12760 12865 NR
268 268 SP2509 20250911 ... 4948 4872 SP
269 269 SP2510 20250911 ... 4974 4890 SP
270 270 SP2511 20250911 ... 4994 4928 SP
271 271 SP2512 20250911 ... 5014 4942 SP
272 272 SP2601 20250911 ... 5280 5226 SP
273 273 SP2602 20250911 ... 5276 5226 SP
274 274 SP2603 20250911 ... 5280 5214 SP
275 275 SP2604 20250911 ... 5278 5228 SP
276 276 SP2605 20250911 ... 5294 5234 SP
277 277 SP2606 20250911 ... 5290 5244 SP
278 278 SP2607 20250911 ... 5286 5254 SP
279 279 SP2608 20250911 ... 5292 5258 SP
280 280 OP2601 20250911 ... 4254 4238 OP
281 281 OP2602 20250911 ... 4246 4216 OP
282 282 OP2603 20250911 ... 4274 4196 OP
283 283 OP2604 20250911 ... 4282 4224 OP
284 284 OP2605 20250911 ... 4278 4236 OP
285 285 OP2606 20250911 ... 4250 4262 OP
286 286 OP2607 20250911 ... 4270 4246 OP
287 287 OP2608 20250911 ... 4278 4260 OP
288 288 EC2510 20250911 ... 1222 1270.9 EC
289 289 EC2512 20250911 ... 1633.3 1677.3 EC
290 290 EC2602 20250911 ... 1509.2 1525.2 EC
291 291 EC2604 20250911 ... 1245.9 1252.1 EC
292 292 EC2606 20250911 ... 1429.4 1438.6 EC
293 293 EC2608 20250911 ... 1605.4 1609.3 EC
294 294 SC_TAS2510 20250911 ... SC_TAS
295 295 SC_TAS2511 20250911 ... SC_TAS
296 296 SC_TAS2512 20250911 ... SC_TAS
297 297 SC_TAS2601 20250911 ... SC_TAS
[298 rows x 13 columns]
2025-09-17 18:26:12,661 - future_1d - INFO - ak.get_shfe_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 a2509 20250911 0.00 ... 4040.00 4040.00 A
1 a2511 20250911 3905.00 ... 3926.00 3935.00 A
2 a2601 20250911 3919.00 ... 3930.00 3936.00 A
3 a2603 20250911 3922.00 ... 3934.00 3938.00 A
4 a2605 20250911 3964.00 ... 3977.00 3983.00 A
5 a2607 20250911 3967.00 ... 3981.00 3985.00 A
6 b2509 20250911 0.00 ... 3681.00 3681.00 B
7 b2510 20250911 3670.00 ... 3702.00 3684.00 B
8 b2511 20250911 3700.00 ... 3726.00 3722.00 B
9 b2512 20250911 3746.00 ... 3761.00 3761.00 B
10 b2601 20250911 3746.00 ... 3761.00 3762.00 B
11 b2602 20250911 3731.00 ... 3744.00 3746.00 B
12 b2603 20250911 3684.00 ... 3705.00 3692.00 B
13 b2604 20250911 3570.00 ... 3584.00 3584.00 B
14 b2605 20250911 3500.00 ... 3500.00 3505.00 B
15 b2606 20250911 3467.00 ... 3467.00 3478.00 B
16 b2607 20250911 3471.00 ... 3467.00 3482.00 B
17 b2608 20250911 3568.00 ... 3566.00 3578.00 B
18 bb2509 20250911 144.15 ... 144.15 136.00 BB
19 bb2511 20250911 141.50 ... 142.05 142.05 BB
20 bb2601 20250911 147.05 ... 146.80 147.60 BB
21 bb2603 20250911 146.85 ... 146.90 147.15 BB
22 bb2605 20250911 0.00 ... 141.90 142.10 BB
23 bb2607 20250911 0.00 ... 146.70 146.90 BB
24 bz2603 20250911 6028.00 ... 6034.00 6012.00 BZ
25 bz2604 20250911 6013.00 ... 6011.00 5992.00 BZ
26 bz2605 20250911 0.00 ... 6011.00 6011.00 BZ
27 bz2606 20250911 6005.00 ... 6005.00 6002.00 BZ
28 bz2607 20250911 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250911 5969.00 ... 5969.00 6005.00 BZ
30 c2509 20250911 2345.00 ... 2345.00 2285.00 C
31 c2511 20250911 2199.00 ... 2199.00 2199.00 C
32 c2601 20250911 2170.00 ... 2169.00 2174.00 C
33 c2603 20250911 2186.00 ... 2183.00 2188.00 C
34 c2605 20250911 2240.00 ... 2237.00 2241.00 C
35 c2607 20250911 2255.00 ... 2252.00 2254.00 C
36 cs2509 20250911 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250911 2489.00 ... 2481.00 2491.00 CS
38 cs2601 20250911 2502.00 ... 2498.00 2504.00 CS
39 cs2603 20250911 2507.00 ... 2505.00 2510.00 CS
40 cs2605 20250911 2583.00 ... 2583.00 2589.00 CS
41 cs2607 20250911 2587.00 ... 2588.00 2589.00 CS
42 eb2509 20250911 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250911 7070.00 ... 7083.00 7059.00 EB
44 eb2511 20250911 7088.00 ... 7093.00 7070.00 EB
45 eb2512 20250911 7085.00 ... 7098.00 7079.00 EB
46 eb2601 20250911 7101.00 ... 7119.00 7101.00 EB
47 eb2602 20250911 7130.00 ... 7138.00 7129.00 EB
48 eb2603 20250911 7170.00 ... 7172.00 7157.00 EB
49 eb2604 20250911 7205.00 ... 7195.00 7189.00 EB
50 eb2605 20250911 7215.00 ... 7211.00 7200.00 EB
51 eb2606 20250911 7214.00 ... 7214.00 7204.00 EB
52 eb2607 20250911 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250911 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250911 4408.00 ... 4408.00 4343.00 EG
55 eg2510 20250911 4350.00 ... 4326.00 4347.00 EG
56 eg2511 20250911 4329.00 ... 4301.00 4332.00 EG
57 eg2512 20250911 4316.00 ... 4306.00 4322.00 EG
58 eg2601 20250911 4320.00 ... 4306.00 4320.00 EG
59 eg2602 20250911 4314.00 ... 4308.00 4323.00 EG
60 eg2603 20250911 4316.00 ... 4311.00 4323.00 EG
61 eg2604 20250911 4341.00 ... 4337.00 4350.00 EG
62 eg2605 20250911 4356.00 ... 4348.00 4354.00 EG
63 eg2606 20250911 0.00 ... 4357.00 4357.00 EG
64 eg2607 20250911 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250911 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250911 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250911 1271.50 ... 1272.50 1272.50 FB
68 fb2511 20250911 1270.00 ... 1263.00 1261.50 FB
69 fb2512 20250911 1260.00 ... 1259.00 1256.50 FB
70 fb2601 20250911 1245.00 ... 1250.50 1250.00 FB
71 fb2602 20250911 1237.00 ... 1243.00 1239.00 FB
72 fb2603 20250911 1250.50 ... 1246.50 1252.00 FB
73 fb2604 20250911 0.00 ... 1250.00 1250.00 FB
74 fb2605 20250911 0.00 ... 1318.50 1318.50 FB
75 fb2606 20250911 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250911 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250911 0.00 ... 1296.00 1296.00 FB
78 i2509 20250911 858.00 ... 845.50 847.50 I
79 i2510 20250911 823.50 ... 819.50 823.50 I
80 i2511 20250911 821.00 ... 814.00 816.50 I
81 i2512 20250911 814.50 ... 809.50 811.50 I
82 i2601 20250911 804.50 ... 800.00 802.00 I
83 i2602 20250911 801.00 ... 794.00 796.00 I
84 i2603 20250911 795.50 ... 789.00 790.50 I
85 i2604 20250911 791.00 ... 784.00 786.00 I
86 i2605 20250911 780.00 ... 777.00 777.50 I
87 i2606 20250911 777.50 ... 771.50 771.00 I
88 i2607 20250911 772.50 ... 766.50 767.50 I
89 i2608 20250911 768.00 ... 762.50 762.00 I
90 j2509 20250911 0.00 ... 1512.50 1512.50 J
91 j2510 20250911 1507.00 ... 1514.50 1499.50 J
92 j2511 20250911 1539.00 ... 1550.50 1533.50 J
93 j2512 20250911 1583.00 ... 1582.00 1572.50 J
94 j2601 20250911 1605.00 ... 1618.50 1601.00 J
95 j2602 20250911 1632.50 ... 1638.50 1618.00 J
96 j2603 20250911 1651.50 ... 1658.00 1660.00 J
97 j2604 20250911 1729.00 ... 1728.00 1720.50 J
98 j2605 20250911 1724.00 ... 1748.50 1726.00 J
99 j2606 20250911 1750.50 ... 1750.50 1761.00 J
100 j2607 20250911 1754.50 ... 1763.50 1727.00 J
101 j2608 20250911 0.00 ... 1763.00 1763.00 J
102 jd2509 20250911 3000.00 ... 3083.00 3037.00 JD
103 jd2510 20250911 3029.00 ... 3036.00 3032.00 JD
104 jd2511 20250911 3021.00 ... 3039.00 3040.00 JD
105 jd2512 20250911 3177.00 ... 3170.00 3198.00 JD
106 jd2601 20250911 3352.00 ... 3350.00 3373.00 JD
107 jd2602 20250911 3107.00 ... 3110.00 3116.00 JD
108 jd2603 20250911 3131.00 ... 3124.00 3131.00 JD
109 jd2604 20250911 3315.00 ... 3318.00 3327.00 JD
110 jd2605 20250911 3458.00 ... 3460.00 3467.00 JD
111 jd2606 20250911 3269.00 ... 3269.00 3270.00 JD
112 jd2607 20250911 3495.00 ... 3491.00 3494.00 JD
113 jd2608 20250911 3917.00 ... 3913.00 3916.00 JD
114 jm2509 20250911 953.50 ... 977.50 969.00 JM
115 jm2510 20250911 958.00 ... 966.00 952.50 JM
116 jm2511 20250911 1009.00 ... 1022.50 1007.00 JM
117 jm2512 20250911 1065.00 ... 1080.50 1064.00 JM
118 jm2601 20250911 1117.50 ... 1134.50 1115.50 JM
119 jm2602 20250911 1142.00 ... 1161.00 1140.50 JM
120 jm2603 20250911 1162.00 ... 1181.00 1158.00 JM
121 jm2604 20250911 1181.00 ... 1202.50 1174.50 JM
122 jm2605 20250911 1195.00 ... 1220.50 1189.00 JM
123 jm2606 20250911 1213.50 ... 1238.00 1203.50 JM
124 jm2607 20250911 1224.00 ... 1249.50 1213.00 JM
125 jm2608 20250911 1245.00 ... 1260.00 1226.00 JM
126 l2509 20250911 7142.00 ... 7135.00 7165.00 L
127 l2510 20250911 7191.00 ... 7194.00 7205.00 L
128 l2511 20250911 7208.00 ... 7206.00 7219.00 L
129 l2512 20250911 7218.00 ... 7213.00 7230.00 L
130 l2601 20250911 7222.00 ... 7216.00 7233.00 L
131 l2602 20250911 7215.00 ... 7210.00 7227.00 L
132 l2603 20250911 0.00 ... 7227.00 7227.00 L
133 l2604 20250911 7260.00 ... 7237.00 7259.00 L
134 l2605 20250911 7235.00 ... 7225.00 7243.00 L
135 l2606 20250911 0.00 ... 7228.00 7228.00 L
136 l2607 20250911 7236.00 ... 7236.00 7251.00 L
137 l2608 20250911 7248.00 ... 7254.00 7269.00 L
138 lg2509 20250911 773.00 ... 770.00 773.00 LG
139 lg2511 20250911 807.00 ... 804.50 805.00 LG
140 lg2601 20250911 820.00 ... 818.50 819.50 LG
141 lg2603 20250911 823.50 ... 824.50 825.50 LG
142 lg2605 20250911 830.50 ... 829.50 830.00 LG
143 lg2607 20250911 832.00 ... 832.50 831.50 LG
144 lh2509 20250911 13030.00 ... 13090.00 13190.00 LH
145 lh2511 20250911 13350.00 ... 13315.00 13315.00 LH
146 lh2601 20250911 13785.00 ... 13735.00 13730.00 LH
147 lh2603 20250911 13045.00 ... 13010.00 13010.00 LH
148 lh2605 20250911 13550.00 ... 13520.00 13520.00 LH
149 lh2607 20250911 14300.00 ... 14310.00 14240.00 LH
150 m2509 20250911 0.00 ... 3031.00 3031.00 M
151 m2511 20250911 3025.00 ... 3040.00 3031.00 M
152 m2512 20250911 3080.00 ... 3090.00 3080.00 M
153 m2601 20250911 3067.00 ... 3075.00 3064.00 M
154 m2603 20250911 2996.00 ... 2997.00 2991.00 M
155 m2605 20250911 2801.00 ... 2802.00 2799.00 M
156 m2607 20250911 2780.00 ... 2783.00 2778.00 M
157 m2608 20250911 2906.00 ... 2908.00 2907.00 M
158 p2509 20250911 0.00 ... 9446.00 9446.00 P
159 p2510 20250911 9262.00 ... 9222.00 9320.00 P
160 p2511 20250911 9236.00 ... 9236.00 9314.00 P
161 p2512 20250911 9262.00 ... 9264.00 9326.00 P
162 p2601 20250911 9280.00 ... 9274.00 9340.00 P
163 p2602 20250911 9246.00 ... 9222.00 9284.00 P
164 p2603 20250911 9220.00 ... 9212.00 9290.00 P
165 p2604 20250911 9164.00 ... 9156.00 9200.00 P
166 p2605 20250911 9064.00 ... 9062.00 9126.00 P
167 p2606 20250911 8970.00 ... 8968.00 9030.00 P
168 p2607 20250911 8900.00 ... 8868.00 8942.00 P
169 p2608 20250911 8812.00 ... 8800.00 8910.00 P
170 pg2509 20250911 3780.00 ... 3780.00 3706.00 PG
171 pg2510 20250911 4462.00 ... 4453.00 4437.00 PG
172 pg2511 20250911 4406.00 ... 4410.00 4389.00 PG
173 pg2512 20250911 4356.00 ... 4352.00 4328.00 PG
174 pg2601 20250911 4284.00 ... 4289.00 4270.00 PG
175 pg2602 20250911 4207.00 ... 4219.00 4194.00 PG
176 pg2603 20250911 4121.00 ... 4132.00 4105.00 PG
177 pg2604 20250911 4451.00 ... 4467.00 4437.00 PG
178 pg2605 20250911 4364.00 ... 4389.00 4358.00 PG
179 pg2606 20250911 4305.00 ... 4305.00 4288.00 PG
180 pg2607 20250911 4246.00 ... 4251.00 4255.00 PG
181 pg2608 20250911 4185.00 ... 4187.00 4163.00 PG
182 pp2509 20250911 6773.00 ... 6828.00 6832.00 PP
183 pp2510 20250911 6864.00 ... 6852.00 6867.00 PP
184 pp2511 20250911 6880.00 ... 6886.00 6898.00 PP
185 pp2512 20250911 6929.00 ... 6919.00 6930.00 PP
186 pp2601 20250911 6952.00 ... 6943.00 6951.00 PP
187 pp2602 20250911 6931.00 ... 6926.00 6933.00 PP
188 pp2603 20250911 6920.00 ... 6912.00 6920.00 PP
189 pp2604 20250911 6948.00 ... 6937.00 6963.00 PP
190 pp2605 20250911 6977.00 ... 6966.00 6973.00 PP
191 pp2606 20250911 6949.00 ... 6943.00 6946.00 PP
192 pp2607 20250911 6916.00 ... 6915.00 6915.00 PP
193 pp2608 20250911 6917.00 ... 6917.00 6922.00 PP
194 rr2509 20250911 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250911 3602.00 ... 3596.00 3605.00 RR
196 rr2511 20250911 3608.00 ... 3603.00 3611.00 RR
197 rr2512 20250911 3606.00 ... 3605.00 3608.00 RR
198 rr2601 20250911 3617.00 ... 3615.00 3617.00 RR
199 rr2602 20250911 3605.00 ... 3605.00 3604.00 RR
200 rr2603 20250911 3607.00 ... 3607.00 3612.00 RR
201 rr2604 20250911 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250911 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250911 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250911 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250911 0.00 ... 3614.00 3625.00 RR
206 v2509 20250911 4696.00 ... 4708.00 4696.00 V
207 v2510 20250911 4738.00 ... 4757.00 4743.00 V
208 v2511 20250911 4780.00 ... 4788.00 4776.00 V
209 v2512 20250911 4810.00 ... 4830.00 4815.00 V
210 v2601 20250911 4852.00 ... 4864.00 4849.00 V
211 v2602 20250911 4888.00 ... 4904.00 4885.00 V
212 v2603 20250911 4920.00 ... 4930.00 4916.00 V
213 v2604 20250911 5120.00 ... 5126.00 5119.00 V
214 v2605 20250911 5162.00 ... 5166.00 5149.00 V
215 v2606 20250911 5191.00 ... 5197.00 5169.00 V
216 v2607 20250911 5211.00 ... 5222.00 5208.00 V
217 v2608 20250911 5249.00 ... 5266.00 5247.00 V
218 y2509 20250911 8268.00 ... 8268.00 8414.00 Y
219 y2511 20250911 8300.00 ... 8326.00 8344.00 Y
220 y2512 20250911 8322.00 ... 8338.00 8374.00 Y
221 y2601 20250911 8272.00 ... 8292.00 8322.00 Y
222 y2603 20250911 8184.00 ... 8214.00 8236.00 Y
223 y2605 20250911 7990.00 ... 7986.00 8028.00 Y
224 y2607 20250911 7936.00 ... 7948.00 7982.00 Y
225 y2608 20250911 7936.00 ... 7948.00 7998.00 Y
[226 rows x 12 columns]
2025-09-17 18:26:13,178 - future_1d - INFO - ak.get_dce_daily('2025-09-11') done
2025-09-17 18:26:14,929 - future_1d - INFO - save future_daily 2025-09-11 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250912 7109.800 ... 7152.400 7097.800 IC
1 IC2510 20250912 7063.000 ... 7100.000 7044.000 IC
2 IC2512 20250912 6955.000 ... 7000.400 6934.800 IC
3 IC2603 20250912 6815.000 ... 6849.400 6789.600 IC
4 IF2509 20250912 4557.000 ... 4525.800 4542.800 IF
5 IF2510 20250912 4564.000 ... 4517.600 4534.400 IF
6 IF2512 20250912 4530.000 ... 4499.200 4511.800 IF
7 IF2603 20250912 4518.000 ... 4478.800 4491.200 IF
8 IH2509 20250912 2988.600 ... 2969.800 2981.400 IH
9 IH2510 20250912 2989.200 ... 2969.800 2979.800 IH
10 IH2512 20250912 2989.000 ... 2971.200 2980.000 IH
11 IH2603 20250912 2992.000 ... 2974.000 2982.400 IH
12 IM2509 20250912 7387.000 ... 7400.800 7365.600 IM
13 IM2510 20250912 7336.000 ... 7333.600 7297.800 IM
14 IM2512 20250912 7180.200 ... 7186.400 7153.600 IM
15 IM2603 20250912 7000.000 ... 6985.200 6965.600 IM
16 T2509 20250912 NaN ... 107.870 107.835 T
17 T2512 20250912 107.595 ... 107.680 107.645 T
18 T2603 20250912 107.310 ... 107.385 107.335 T
19 TF2509 20250912 105.770 ... 105.760 105.660 TF
20 TF2512 20250912 105.570 ... 105.580 105.590 TF
21 TF2603 20250912 105.520 ... 105.470 105.485 TF
22 TL2509 20250912 115.550 ... 115.550 115.180 TL
23 TL2512 20250912 114.790 ... 115.160 114.830 TL
24 TL2603 20250912 114.390 ... 114.850 114.500 TL
25 TS2509 20250912 NaN ... 102.310 102.352 TS
26 TS2512 20250912 102.410 ... 102.364 102.406 TS
27 TS2603 20250912 102.334 ... 102.294 102.330 TS
[28 rows x 12 columns]
2025-09-17 18:26:22,556 - future_1d - INFO - ak.get_cffex_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 SC2510 20250912 483 ... 479.2 488.7 SC
1 SC2511 20250912 485 ... 480.5 489.4 SC
2 SC2512 20250912 484.7 ... 479.5 488.1 SC
3 SC2601 20250912 483.9 ... 479 487.1 SC
4 SC2602 20250912 479.8 ... 478.4 486 SC
5 SC2603 20250912 481.2 ... 477.8 484.7 SC
6 SC2604 20250912 478.1 ... 477.4 484.5 SC
7 SC2605 20250912 476.9 ... 477.3 483.3 SC
8 SC2606 20250912 480 ... 476.6 484.5 SC
9 SC2607 20250912 477 ... 475.9 483.7 SC
10 SC2608 20250912 474.5 ... 474.7 482 SC
11 SC2609 20250912 474.5 ... 473 480.8 SC
12 SC2612 20250912 473.8 ... 472.6 477.9 SC
13 SC2703 20250912 469.1 ... 469.2 472.1 SC
14 SC2706 20250912 ... 470 471.5 SC
15 SC2709 20250912 ... 470 471.3 SC
16 SC2712 20250912 467 ... 466.6 469 SC
17 SC2803 20250912 ... 468.2 468.2 SC
18 SC2806 20250912 461.5 ... 462.8 466.7 SC
19 SC2809 20250912 ... 462 462 SC
21 LU2510 20250912 3300 ... 3261 3343 LU
22 LU2511 20250912 3328 ... 3288 3370 LU
23 LU2512 20250912 3329 ... 3276 3362 LU
24 LU2601 20250912 3332 ... 3285 3358 LU
25 LU2602 20250912 3332 ... 3283 3338 LU
26 LU2603 20250912 3292 ... 3276 3334 LU
27 LU2604 20250912 3058 ... 3257 3339 LU
28 LU2605 20250912 3285 ... 3274 3323 LU
29 LU2606 20250912 3280 ... 3271 3316 LU
30 LU2607 20250912 3301 ... 3265 3321 LU
31 LU2608 20250912 3274 ... 3261 3316 LU
32 LU2609 20250912 3277 ... 3260 3314 LU
34 NR2509 20250912 ... 12645 12645 NR
35 NR2510 20250912 12565 ... 12495 12550 NR
36 NR2511 20250912 12645 ... 12545 12600 NR
37 NR2512 20250912 12700 ... 12590 12640 NR
38 NR2601 20250912 12690 ... 12615 12685 NR
39 NR2602 20250912 12710 ... 12645 12685 NR
40 NR2603 20250912 12725 ... 12630 12685 NR
41 NR2604 20250912 12745 ... 12675 12730 NR
42 NR2605 20250912 12740 ... 12695 12745 NR
43 NR2606 20250912 12580 ... 12580 12700 NR
44 NR2607 20250912 12640 ... 12640 12715 NR
45 NR2608 20250912 12685 ... 12685 12760 NR
47 BC2509 20250912 70500 ... 70500 70500 BC
48 BC2510 20250912 71260 ... 71640 71180 BC
49 BC2511 20250912 71290 ... 71660 71150 BC
50 BC2512 20250912 72470 ... 71670 70790 BC
51 BC2601 20250912 ... 72000 71300 BC
52 BC2602 20250912 ... 71650 70900 BC
53 BC2603 20250912 ... 72000 71560 BC
54 BC2604 20250912 ... 71500 71200 BC
55 BC2605 20250912 ... 71350 71170 BC
56 BC2606 20250912 ... 71450 70710 BC
57 BC2607 20250912 ... 71560 70900 BC
58 BC2608 20250912 ... 71550 70800 BC
60 EC2510 20250912 1205.6 ... 1181.6 1222 EC
61 EC2512 20250912 1601 ... 1594.5 1633.3 EC
62 EC2602 20250912 1497.4 ... 1490.3 1509.2 EC
63 EC2604 20250912 1235.7 ... 1235.6 1245.9 EC
64 EC2606 20250912 1423.6 ... 1412.9 1429.4 EC
65 EC2608 20250912 1595.3 ... 1580.3 1605.4 EC
69 SC_TAS2510 20250912 ... SC_TAS
70 SC_TAS2511 20250912 ... SC_TAS
71 SC_TAS2512 20250912 ... SC_TAS
72 SC_TAS2601 20250912 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 18:26:22,622 - future_1d - INFO - ak.get_ine_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 PS2509 20250912 0.0 ... 52925.0 55575.0 PS
1 PS2510 20250912 53950.0 ... 53935.0 53135.0 PS
2 PS2511 20250912 53520.0 ... 53730.0 53035.0 PS
3 PS2512 20250912 56000.0 ... 56225.0 55530.0 PS
4 PS2601 20250912 56020.0 ... 56110.0 55465.0 PS
5 PS2602 20250912 55975.0 ... 56305.0 55735.0 PS
6 PS2603 20250912 56060.0 ... 56265.0 55715.0 PS
7 PS2604 20250912 56265.0 ... 56410.0 55800.0 PS
8 PS2605 20250912 56275.0 ... 56225.0 55650.0 PS
9 PS2606 20250912 57805.0 ... 58330.0 57725.0 PS
10 PS2607 20250912 58145.0 ... 58370.0 57855.0 PS
11 PS2608 20250912 57985.0 ... 58405.0 57850.0 PS
13 SI2509 20250912 0.0 ... 8405.0 8685.0 SI
14 SI2510 20250912 8655.0 ... 8705.0 8685.0 SI
15 SI2511 20250912 8710.0 ... 8725.0 8690.0 SI
16 SI2512 20250912 9090.0 ... 9090.0 9040.0 SI
17 SI2601 20250912 9055.0 ... 9080.0 9035.0 SI
18 SI2602 20250912 9080.0 ... 9080.0 9030.0 SI
19 SI2603 20250912 9125.0 ... 9100.0 9065.0 SI
20 SI2604 20250912 9085.0 ... 9095.0 9030.0 SI
21 SI2605 20250912 9075.0 ... 9105.0 9055.0 SI
22 SI2606 20250912 9110.0 ... 9105.0 9070.0 SI
23 SI2607 20250912 9130.0 ... 9110.0 9070.0 SI
24 SI2608 20250912 9170.0 ... 9115.0 9085.0 SI
27 LC2509 20250912 71140.0 ... 74700.0 70800.0 LC
28 LC2510 20250912 70160.0 ... 70900.0 70580.0 LC
29 LC2511 20250912 70540.0 ... 71040.0 70660.0 LC
30 LC2512 20250912 70980.0 ... 71240.0 70960.0 LC
31 LC2601 20250912 70660.0 ... 71200.0 70920.0 LC
32 LC2602 20250912 70640.0 ... 71240.0 70860.0 LC
33 LC2603 20250912 70660.0 ... 71120.0 70780.0 LC
34 LC2604 20250912 70980.0 ... 71680.0 71740.0 LC
35 LC2605 20250912 71600.0 ... 71620.0 71380.0 LC
36 LC2606 20250912 71420.0 ... 71520.0 71240.0 LC
37 LC2607 20250912 71200.0 ... 71420.0 71100.0 LC
38 LC2608 20250912 71200.0 ... 71380.0 71040.0 LC
[36 rows x 12 columns]
2025-09-17 18:26:22,851 - future_1d - INFO - ak.get_gfex_daily('2025-09-12') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250912 8350.0 8438.0 ... 111999.83 8382.0 8293.0 AP
1 AP511 20250912 8140.0 8248.0 ... 8691.41 8199.0 8116.0 AP
2 AP512 20250912 8149.0 8258.0 ... 641.01 8218.0 8131.0 AP
3 AP601 20250912 8277.0 8333.0 ... 548026.71 8287.0 8214.0 AP
4 AP603 20250912 8133.0 8215.0 ... 237.41 8186.0 8124.0 AP
5 AP604 20250912 8180.0 8229.0 ... 188.73 8206.0 8142.0 AP
6 AP605 20250912 8245.0 8300.0 ... 2431.21 8269.0 8227.0 AP
7 CF509 20250912 13370.0 13385.0 ... 8720.58 13375.0 13345.0 CF
8 CF511 20250912 13655.0 13730.0 ... 201420.59 13675.0 13665.0 CF
9 CF601 20250912 13800.0 13880.0 ... 1114023.33 13830.0 13830.0 CF
10 CF603 20250912 13780.0 13835.0 ... 1800.24 13795.0 13800.0 CF
11 CF605 20250912 13795.0 13845.0 ... 111902.58 13795.0 13795.0 CF
12 CF607 20250912 13795.0 13860.0 ... 649.87 13825.0 13815.0 CF
13 CJ509 20250912 0.0 0.0 ... 24.91 9965.0 9965.0 CJ
14 CJ512 20250912 11135.0 11190.0 ... 3810.44 11125.0 11100.0 CJ
15 CJ601 20250912 11195.0 11270.0 ... 529644.44 11190.0 11185.0 CJ
16 CJ603 20250912 11200.0 11305.0 ... 6237.23 11230.0 11240.0 CJ
17 CJ605 20250912 11310.0 11400.0 ... 76766.43 11320.0 11315.0 CJ
18 CJ607 20250912 11450.0 11510.0 ... 1196.57 11450.0 11425.0 CJ
19 CY509 20250912 0.0 0.0 ... 292.56 20160.0 20180.0 CY
20 CY510 20250912 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250912 19850.0 19895.0 ... 108377.15 19855.0 19875.0 CY
22 CY512 20250912 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250912 19830.0 19885.0 ... 873.75 19860.0 19890.0 CY
24 CY602 20250912 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250912 0.0 0.0 ... 0.00 20145.0 20240.0 CY
26 CY604 20250912 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250912 20060.0 20060.0 ... 20.06 20055.0 20080.0 CY
28 CY606 20250912 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250912 0.0 0.0 ... 0.00 20300.0 20335.0 CY
30 CY608 20250912 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG509 20250912 979.0 1000.0 ... 680.51 978.0 990.0 FG
32 FG510 20250912 1100.0 1100.0 ... 54819.85 1080.0 1107.0 FG
33 FG511 20250912 1095.0 1095.0 ... 157198.32 1080.0 1095.0 FG
34 FG512 20250912 1187.0 1190.0 ... 58644.37 1181.0 1192.0 FG
35 FG601 20250912 1182.0 1186.0 ... 4230988.70 1175.0 1186.0 FG
36 FG602 20250912 1235.0 1235.0 ... 31425.24 1226.0 1235.0 FG
37 FG603 20250912 1235.0 1237.0 ... 1061.16 1228.0 1239.0 FG
38 FG604 20250912 1279.0 1287.0 ... 506.64 1279.0 1287.0 FG
39 FG605 20250912 1279.0 1286.0 ... 79931.70 1275.0 1281.0 FG
40 FG606 20250912 1308.0 1320.0 ... 588.93 1309.0 1315.0 FG
41 FG607 20250912 1298.0 1308.0 ... 584.69 1299.0 1305.0 FG
42 FG608 20250912 1330.0 1338.0 ... 765.30 1329.0 1333.0 FG
43 JR509 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250912 2249.0 2249.0 ... 2776.85 2234.0 2226.0 MA
53 MA510 20250912 2290.0 2290.0 ... 18051.99 2281.0 2299.0 MA
54 MA511 20250912 2318.0 2322.0 ... 171845.36 2313.0 2329.0 MA
55 MA512 20250912 2356.0 2363.0 ... 74857.91 2354.0 2372.0 MA
56 MA601 20250912 2380.0 2386.0 ... 961687.41 2378.0 2395.0 MA
57 MA602 20250912 2398.0 2403.0 ... 77549.24 2394.0 2412.0 MA
58 MA603 20250912 2401.0 2411.0 ... 252.24 2402.0 2417.0 MA
59 MA604 20250912 2403.0 2403.0 ... 2.40 2403.0 2408.0 MA
60 MA605 20250912 2386.0 2395.0 ... 65689.57 2386.0 2396.0 MA
61 MA606 20250912 0.0 0.0 ... 0.00 2394.0 2400.0 MA
62 MA607 20250912 2369.0 2385.0 ... 23.76 2376.0 2383.0 MA
63 MA608 20250912 2381.0 2381.0 ... 4.76 2380.0 2384.0 MA
64 OI509 20250912 0.0 0.0 ... 140.32 10023.0 10023.0 OI
65 OI511 20250912 10095.0 10161.0 ... 531493.02 10090.0 10015.0 OI
66 OI601 20250912 9894.0 9967.0 ... 2920257.58 9904.0 9839.0 OI
67 OI603 20250912 9706.0 9768.0 ... 2784.04 9700.0 9671.0 OI
68 OI605 20250912 9540.0 9595.0 ... 94328.75 9523.0 9510.0 OI
69 OI607 20250912 9486.0 9538.0 ... 843.84 9481.0 9456.0 OI
70 PF509 20250912 0.0 0.0 ... 3.12 6232.0 6272.0 PF
71 PF510 20250912 6352.0 6360.0 ... 21081.39 6330.0 6374.0 PF
72 PF511 20250912 6342.0 6356.0 ... 394490.02 6324.0 6366.0 PF
73 PF512 20250912 6328.0 6340.0 ... 100969.46 6308.0 6350.0 PF
74 PF601 20250912 6364.0 6376.0 ... 22261.90 6350.0 6388.0 PF
75 PF602 20250912 6378.0 6386.0 ... 35051.53 6364.0 6396.0 PF
76 PF603 20250912 6376.0 6376.0 ... 47.72 6364.0 6400.0 PF
77 PF604 20250912 6398.0 6430.0 ... 22.44 6410.0 6436.0 PF
78 PF605 20250912 6422.0 6434.0 ... 6.43 6428.0 6460.0 PF
79 PF606 20250912 0.0 0.0 ... 0.00 6456.0 6474.0 PF
80 PF607 20250912 6470.0 6470.0 ... 3.24 6470.0 6502.0 PF
81 PF608 20250912 0.0 0.0 ... 0.00 6504.0 6516.0 PF
82 PK510 20250912 7882.0 7890.0 ... 56147.36 7822.0 7876.0 PK
83 PK511 20250912 7786.0 7796.0 ... 431016.44 7766.0 7776.0 PK
84 PK512 20250912 7808.0 7812.0 ... 237242.34 7772.0 7800.0 PK
85 PK601 20250912 7820.0 7830.0 ... 47475.90 7812.0 7826.0 PK
86 PK603 20250912 7842.0 7846.0 ... 180.18 7834.0 7848.0 PK
87 PK604 20250912 7862.0 7862.0 ... 70.65 7850.0 7856.0 PK
88 PK605 20250912 7860.0 7870.0 ... 2360.20 7854.0 7852.0 PK
89 PL601 20250912 6400.0 6420.0 ... 40740.24 6382.0 6406.0 PL
90 PL602 20250912 6420.0 6440.0 ... 1231.91 6416.0 6441.0 PL
91 PL603 20250912 6436.0 6436.0 ... 64.33 6433.0 6440.0 PL
92 PL604 20250912 0.0 0.0 ... 0.00 6455.0 6455.0 PL
93 PL605 20250912 6343.0 6360.0 ... 25.41 6352.0 6374.0 PL
94 PL606 20250912 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250912 0.0 0.0 ... 0.00 6419.0 6450.0 PL
96 PL608 20250912 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250912 5748.0 5840.0 ... 1426.45 5764.0 5700.0 PR
104 PR510 20250912 5838.0 5838.0 ... 11725.99 5804.0 5834.0 PR
105 PR511 20250912 5832.0 5836.0 ... 389848.99 5798.0 5838.0 PR
106 PR512 20250912 5844.0 5844.0 ... 279238.88 5806.0 5848.0 PR
107 PR601 20250912 5854.0 5854.0 ... 107289.56 5808.0 5856.0 PR
108 PR602 20250912 5872.0 5878.0 ... 3816.83 5836.0 5872.0 PR
109 PR603 20250912 5838.0 5888.0 ... 219.52 5854.0 5892.0 PR
110 PR604 20250912 5862.0 5872.0 ... 158.15 5858.0 5912.0 PR
111 PR605 20250912 5866.0 5884.0 ... 114.47 5870.0 5920.0 PR
112 PR606 20250912 5920.0 5920.0 ... 8.88 5920.0 5946.0 PR
113 PR607 20250912 5954.0 5954.0 ... 53.30 5922.0 5968.0 PR
114 PR608 20250912 5956.0 5956.0 ... 53.28 5920.0 5962.0 PR
115 PX509 20250912 0.0 0.0 ... 0.00 6716.0 6782.0 PX
116 PX510 20250912 6740.0 6746.0 ... 8287.73 6708.0 6786.0 PX
117 PX511 20250912 6740.0 6748.0 ... 506357.78 6700.0 6766.0 PX
118 PX512 20250912 6722.0 6722.0 ... 165142.21 6672.0 6732.0 PX
119 PX601 20250912 6690.0 6700.0 ... 103834.02 6656.0 6708.0 PX
120 PX602 20250912 6674.0 6676.0 ... 14330.50 6644.0 6698.0 PX
121 PX603 20250912 6646.0 6646.0 ... 6.64 6640.0 6690.0 PX
122 PX604 20250912 0.0 0.0 ... 0.00 6668.0 6700.0 PX
123 PX605 20250912 6668.0 6668.0 ... 236.08 6650.0 6692.0 PX
124 PX606 20250912 0.0 0.0 ... 0.00 6668.0 6708.0 PX
125 PX607 20250912 6660.0 6660.0 ... 3.33 6660.0 6722.0 PX
126 PX608 20250912 6646.0 6646.0 ... 3.32 6646.0 6706.0 PX
127 RI509 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250912 2552.0 2573.0 ... 1706.25 2570.0 2544.0 RM
134 RM511 20250912 2555.0 2559.0 ... 23148.56 2545.0 2544.0 RM
135 RM601 20250912 2560.0 2572.0 ... 791030.41 2555.0 2554.0 RM
136 RM603 20250912 2446.0 2458.0 ... 12559.35 2441.0 2440.0 RM
137 RM605 20250912 2406.0 2427.0 ... 109443.88 2416.0 2411.0 RM
138 RM607 20250912 2400.0 2409.0 ... 6705.84 2398.0 2393.0 RM
139 RM608 20250912 2495.0 2502.0 ... 129.92 2498.0 2491.0 RM
140 RS509 20250912 0.0 0.0 ... 0.00 4869.0 4846.0 RS
141 RS511 20250912 5111.0 5208.0 ... 133.95 5152.0 5128.0 RS
142 RS607 20250912 5559.0 5565.0 ... 88.69 5543.0 5552.0 RS
143 RS608 20250912 5551.0 5584.0 ... 66.66 5555.0 5615.0 RS
144 SA509 20250912 1164.0 1170.0 ... 1821.23 1163.0 1159.0 SA
145 SA510 20250912 1199.0 1210.0 ... 48975.03 1200.0 1207.0 SA
146 SA511 20250912 1215.0 1224.0 ... 262167.28 1214.0 1217.0 SA
147 SA512 20250912 1276.0 1284.0 ... 137620.78 1274.0 1276.0 SA
148 SA601 20250912 1285.0 1295.0 ... 3266834.01 1286.0 1286.0 SA
149 SA602 20250912 1311.0 1324.0 ... 27666.38 1315.0 1312.0 SA
150 SA603 20250912 1319.0 1328.0 ... 2383.26 1318.0 1315.0 SA
151 SA604 20250912 1353.0 1366.0 ... 1053.44 1358.0 1348.0 SA
152 SA605 20250912 1361.0 1370.0 ... 98713.34 1361.0 1355.0 SA
153 SA606 20250912 1366.0 1380.0 ... 742.08 1369.0 1365.0 SA
154 SA607 20250912 1370.0 1383.0 ... 1193.32 1372.0 1369.0 SA
155 SA608 20250912 1389.0 1395.0 ... 997.41 1389.0 1389.0 SA
156 SF509 20250912 5440.0 5468.0 ... 2564.71 5444.0 5464.0 SF
157 SF510 20250912 5438.0 5500.0 ... 23123.76 5446.0 5472.0 SF
158 SF511 20250912 5626.0 5680.0 ... 469614.65 5620.0 5640.0 SF
159 SF512 20250912 5580.0 5634.0 ... 95884.40 5576.0 5596.0 SF
160 SF601 20250912 5580.0 5634.0 ... 152167.99 5584.0 5600.0 SF
161 SF602 20250912 5544.0 5592.0 ... 20074.59 5542.0 5552.0 SF
162 SF603 20250912 5694.0 5700.0 ... 5.70 5698.0 5720.0 SF
163 SF604 20250912 5732.0 5732.0 ... 2.87 5732.0 5718.0 SF
164 SF605 20250912 5694.0 5740.0 ... 1678.73 5692.0 5702.0 SF
165 SF606 20250912 5652.0 5682.0 ... 42.41 5654.0 5672.0 SF
166 SF607 20250912 5810.0 5840.0 ... 5.83 5826.0 5828.0 SF
167 SF608 20250912 5738.0 5738.0 ... 2.87 5738.0 5752.0 SF
168 SH509 20250912 0.0 0.0 ... 0.00 2806.0 2828.0 SH
169 SH510 20250912 2555.0 2555.0 ... 68932.45 2533.0 2565.0 SH
170 SH511 20250912 2575.0 2577.0 ... 666535.61 2548.0 2576.0 SH
171 SH512 20250912 2599.0 2600.0 ... 254696.45 2573.0 2597.0 SH
172 SH601 20250912 2587.0 2589.0 ... 2613145.01 2567.0 2587.0 SH
173 SH602 20250912 2606.0 2607.0 ... 23829.74 2585.0 2604.0 SH
174 SH603 20250912 2618.0 2618.0 ... 2324.79 2600.0 2624.0 SH
175 SH604 20250912 2654.0 2657.0 ... 610.85 2644.0 2666.0 SH
176 SH605 20250912 2671.0 2671.0 ... 20446.09 2652.0 2675.0 SH
177 SH606 20250912 2664.0 2673.0 ... 175.52 2659.0 2689.0 SH
178 SH607 20250912 2662.0 2662.0 ... 71.66 2654.0 2675.0 SH
179 SH608 20250912 2678.0 2681.0 ... 192.49 2673.0 2687.0 SH
180 SM509 20250912 5726.0 5746.0 ... 8950.69 5712.0 5770.0 SM
181 SM510 20250912 5744.0 5792.0 ... 20478.70 5746.0 5774.0 SM
182 SM511 20250912 5838.0 5870.0 ... 225176.08 5820.0 5848.0 SM
183 SM512 20250912 5822.0 5876.0 ... 45049.26 5828.0 5854.0 SM
184 SM601 20250912 5834.0 5884.0 ... 422483.42 5836.0 5860.0 SM
185 SM602 20250912 5830.0 5880.0 ... 139122.44 5830.0 5864.0 SM
186 SM603 20250912 5852.0 5872.0 ... 64.42 5858.0 5880.0 SM
187 SM604 20250912 5866.0 5900.0 ... 8.82 5878.0 5884.0 SM
188 SM605 20250912 5864.0 5914.0 ... 7140.28 5866.0 5896.0 SM
189 SM606 20250912 5872.0 5910.0 ... 47.02 5878.0 5900.0 SM
190 SM607 20250912 5886.0 5922.0 ... 91.23 5886.0 5906.0 SM
191 SM608 20250912 5894.0 5904.0 ... 17.66 5886.0 5930.0 SM
192 SR509 20250912 5540.0 5550.0 ... 2103.75 5543.0 5526.0 SR
193 SR511 20250912 5559.0 5566.0 ... 117552.50 5550.0 5554.0 SR
194 SR601 20250912 5546.0 5555.0 ... 755516.30 5544.0 5542.0 SR
195 SR603 20250912 5537.0 5540.0 ... 2277.89 5529.0 5528.0 SR
196 SR605 20250912 5516.0 5528.0 ... 31146.38 5519.0 5516.0 SR
197 SR607 20250912 5519.0 5524.0 ... 1020.22 5515.0 5512.0 SR
198 TA509 20250912 4550.0 4550.0 ... 4327.35 4548.0 4602.0 TA
199 TA510 20250912 4632.0 4644.0 ... 39797.21 4616.0 4660.0 TA
200 TA511 20250912 4654.0 4662.0 ... 262416.38 4628.0 4672.0 TA
201 TA512 20250912 4664.0 4670.0 ... 91703.94 4638.0 4682.0 TA
202 TA601 20250912 4670.0 4678.0 ... 1189506.27 4648.0 4688.0 TA
203 TA602 20250912 4686.0 4686.0 ... 18720.21 4658.0 4694.0 TA
204 TA603 20250912 4690.0 4690.0 ... 88.70 4668.0 4708.0 TA
205 TA604 20250912 4666.0 4680.0 ... 7.01 4672.0 4722.0 TA
206 TA605 20250912 4706.0 4710.0 ... 36190.24 4686.0 4720.0 TA
207 TA606 20250912 4690.0 4692.0 ... 7.04 4692.0 4734.0 TA
208 TA607 20250912 0.0 0.0 ... 0.00 4710.0 4744.0 TA
209 TA608 20250912 0.0 0.0 ... 0.00 4718.0 4768.0 TA
210 UR509 20250912 1583.0 1592.0 ... 4216.74 1578.0 1603.0 UR
211 UR510 20250912 1610.0 1610.0 ... 19797.98 1595.0 1620.0 UR
212 UR511 20250912 1654.0 1659.0 ... 51287.21 1650.0 1659.0 UR
213 UR512 20250912 1662.0 1670.0 ... 15384.16 1662.0 1666.0 UR
214 UR601 20250912 1665.0 1676.0 ... 415672.14 1667.0 1672.0 UR
215 UR602 20250912 1672.0 1678.0 ... 527.48 1669.0 1674.0 UR
216 UR603 20250912 1717.0 1719.0 ... 137.18 1715.0 1720.0 UR
217 UR604 20250912 1720.0 1720.0 ... 158.10 1718.0 1721.0 UR
218 UR605 20250912 1718.0 1724.0 ... 16513.17 1718.0 1721.0 UR
219 UR606 20250912 1719.0 1720.0 ... 230.07 1717.0 1718.0 UR
220 UR607 20250912 1746.0 1746.0 ... 34.90 1745.0 1747.0 UR
221 UR608 20250912 1737.0 1740.0 ... 10.43 1738.0 1742.0 UR
222 WH509 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 18:26:23,142 - future_1d - INFO - ak.get_czce_daily('2025-09-12') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250912 ... 80710 80090 CU
1 1 CU2510 20250912 ... 80660 80080 CU
2 2 CU2511 20250912 ... 80650 80080 CU
3 3 CU2512 20250912 ... 80640 80050 CU
4 4 CU2601 20250912 ... 80610 80040 CU
5 5 CU2602 20250912 ... 80580 80040 CU
6 6 CU2603 20250912 ... 80660 80060 CU
7 7 CU2604 20250912 ... 80600 80150 CU
8 8 CU2605 20250912 ... 80640 80130 CU
9 9 CU2606 20250912 ... 80740 80150 CU
10 10 CU2607 20250912 ... 80620 80150 CU
11 11 CU2608 20250912 ... 80650 80140 CU
12 12 BC2509 20250912 ... 70500 70500 BC
13 13 BC2510 20250912 ... 71640 71180 BC
14 14 BC2511 20250912 ... 71660 71150 BC
15 15 BC2512 20250912 ... 71670 70790 BC
16 16 BC2601 20250912 ... 72000 71300 BC
17 17 BC2602 20250912 ... 71650 70900 BC
18 18 BC2603 20250912 ... 72000 71560 BC
19 19 BC2604 20250912 ... 71500 71200 BC
20 20 BC2605 20250912 ... 71350 71170 BC
21 21 BC2606 20250912 ... 71450 70710 BC
22 22 BC2607 20250912 ... 71560 70900 BC
23 23 BC2608 20250912 ... 71550 70800 BC
24 24 AL2509 20250912 ... 21040 20845 AL
25 25 AL2510 20250912 ... 21030 20850 AL
26 26 AL2511 20250912 ... 21020 20840 AL
27 27 AL2512 20250912 ... 20975 20815 AL
28 28 AL2601 20250912 ... 20935 20800 AL
29 29 AL2602 20250912 ... 20925 20795 AL
30 30 AL2603 20250912 ... 20925 20820 AL
31 31 AL2604 20250912 ... 20940 20855 AL
32 32 AL2605 20250912 ... 20980 20865 AL
33 33 AL2606 20250912 ... 20975 20865 AL
34 34 AL2607 20250912 ... 20970 20875 AL
35 35 AL2608 20250912 ... 20965 20870 AL
36 36 ZN2509 20250912 ... 22240 22190 ZN
37 37 ZN2510 20250912 ... 22280 22225 ZN
38 38 ZN2511 20250912 ... 22295 22235 ZN
39 39 ZN2512 20250912 ... 22310 22250 ZN
40 40 ZN2601 20250912 ... 22335 22255 ZN
41 41 ZN2602 20250912 ... 22340 22265 ZN
42 42 ZN2603 20250912 ... 22345 22265 ZN
43 43 ZN2604 20250912 ... 22375 22310 ZN
44 44 ZN2605 20250912 ... 22400 22305 ZN
45 45 ZN2606 20250912 ... 22410 22305 ZN
46 46 ZN2607 20250912 ... 22370 22335 ZN
47 47 ZN2608 20250912 ... 22390 22350 ZN
48 48 PB2509 20250912 ... 16860 16795 PB
49 49 PB2510 20250912 ... 16965 16860 PB
50 50 PB2511 20250912 ... 16985 16865 PB
51 51 PB2512 20250912 ... 16975 16885 PB
52 52 PB2601 20250912 ... 16965 16910 PB
53 53 PB2602 20250912 ... 17045 16895 PB
54 54 PB2603 20250912 ... 16945 16910 PB
55 55 PB2604 20250912 ... 17065 16910 PB
56 56 PB2605 20250912 ... 17175 16925 PB
57 57 PB2606 20250912 ... 16935 16935 PB
58 58 PB2607 20250912 ... 17005 16945 PB
59 59 PB2608 20250912 ... 17135 16965 PB
60 60 NI2509 20250912 ... 121270 120260 NI
61 61 NI2510 20250912 ... 121190 120450 NI
62 62 NI2511 20250912 ... 121470 120600 NI
63 63 NI2512 20250912 ... 121560 120780 NI
64 64 NI2601 20250912 ... 121840 121000 NI
65 65 NI2602 20250912 ... 122140 121260 NI
66 66 NI2603 20250912 ... 122210 121390 NI
67 67 NI2604 20250912 ... 122290 121710 NI
68 68 NI2605 20250912 ... 122460 121760 NI
69 69 NI2606 20250912 ... 122790 122050 NI
70 70 NI2607 20250912 ... 122790 122410 NI
71 71 NI2608 20250912 ... 123400 122670 NI
72 72 SN2509 20250912 ... 273970 270340 SN
73 73 SN2510 20250912 ... 272850 271410 SN
74 74 SN2511 20250912 ... 273260 271610 SN
75 75 SN2512 20250912 ... 273380 271690 SN
76 76 SN2601 20250912 ... 273380 271500 SN
77 77 SN2602 20250912 ... 273590 271650 SN
78 78 SN2603 20250912 ... 273110 271120 SN
79 79 SN2604 20250912 ... 273390 272180 SN
80 80 SN2605 20250912 ... 273940 272460 SN
81 81 SN2606 20250912 ... 274310 271900 SN
82 82 SN2607 20250912 ... 273480 273090 SN
83 83 SN2608 20250912 ... 274950 272370 SN
84 84 AO2509 20250912 ... 2875 2904 AO
85 85 AO2510 20250912 ... 2904 2918 AO
86 86 AO2511 20250912 ... 2908 2920 AO
87 87 AO2512 20250912 ... 2917 2931 AO
88 88 AO2601 20250912 ... 2922 2940 AO
89 89 AO2602 20250912 ... 2928 2947 AO
90 90 AO2603 20250912 ... 2995 3008 AO
91 91 AO2604 20250912 ... 3004 3015 AO
92 92 AO2605 20250912 ... 3010 3025 AO
93 93 AO2606 20250912 ... 3019 3034 AO
94 94 AO2607 20250912 ... 3035 3048 AO
95 95 AO2608 20250912 ... 3040 3063 AO
96 96 AD2511 20250912 ... 20570 20410 AD
97 97 AD2512 20250912 ... 20580 20430 AD
98 98 AD2601 20250912 ... 20570 20410 AD
99 99 AD2602 20250912 ... 20545 20395 AD
100 100 AD2603 20250912 ... 20475 20405 AD
101 101 AD2604 20250912 ... 20490 20240 AD
102 102 AD2605 20250912 ... 20455 20325 AD
103 103 AD2606 20250912 ... 20155 20155 AD
104 104 AD2607 20250912 ... 20425 20150 AD
105 105 AD2608 20250912 ... 20515 20170 AD
106 106 AU2509 20250912 ... 832.5 832.5 AU
107 107 AU2510 20250912 ... 830.74 833.38 AU
108 108 AU2511 20250912 ... 832.94 834.64 AU
109 109 AU2512 20250912 ... 833.42 835.48 AU
110 110 AU2602 20250912 ... 835.4 838.02 AU
111 111 AU2604 20250912 ... 837.78 839.8 AU
112 112 AU2606 20250912 ... 840.26 842.34 AU
113 113 AU2608 20250912 ... 842.2 844.48 AU
114 114 AG2509 20250912 ... 9865 9785 AG
115 115 AG2510 20250912 ... 9930 9804 AG
116 116 AG2511 20250912 ... 9944 9815 AG
117 117 AG2512 20250912 ... 9963 9824 AG
118 118 AG2601 20250912 ... 9965 9837 AG
119 119 AG2602 20250912 ... 9975 9848 AG
120 120 AG2603 20250912 ... 10002 9860 AG
121 121 AG2604 20250912 ... 10007 9875 AG
122 122 AG2605 20250912 ... 10035 9893 AG
123 123 AG2606 20250912 ... 10038 9906 AG
124 124 AG2607 20250912 ... 10051 9922 AG
125 125 AG2608 20250912 ... 10068 9938 AG
126 126 RB2509 20250912 ... 2941 2941 RB
127 127 RB2510 20250912 ... 3017 3013 RB
128 128 RB2511 20250912 ... 3035 3034 RB
129 129 RB2512 20250912 ... 3089 3081 RB
130 130 RB2601 20250912 ... 3107 3101 RB
131 131 RB2602 20250912 ... 3112 3098 RB
132 132 RB2603 20250912 ... 3122 3112 RB
133 133 RB2604 20250912 ... 3148 3136 RB
134 134 RB2605 20250912 ... 3163 3150 RB
135 135 RB2606 20250912 ... 3180 3166 RB
136 136 RB2607 20250912 ... 3200 3179 RB
137 137 RB2608 20250912 ... 3207 3192 RB
138 138 WR2509 20250912 ... 3342 3342 WR
139 139 WR2510 20250912 ... 3276 3282 WR
140 140 WR2511 20250912 ... 3302 3302 WR
141 141 WR2512 20250912 ... 3324 3324 WR
142 142 WR2601 20250912 ... 3366 3377 WR
143 143 WR2602 20250912 ... 3358 3358 WR
144 144 WR2603 20250912 ... 3338 3338 WR
145 145 WR2604 20250912 ... 3389 3389 WR
146 146 WR2605 20250912 ... 3414 3414 WR
147 147 WR2606 20250912 ... 3372 3372 WR
148 148 WR2607 20250912 ... 3390 3390 WR
149 149 WR2608 20250912 ... 3399 3410 WR
150 150 HC2509 20250912 ... 3396 3396 HC
151 151 HC2510 20250912 ... 3374 3379 HC
152 152 HC2511 20250912 ... 3361 3365 HC
153 153 HC2512 20250912 ... 3360 3354 HC
154 154 HC2601 20250912 ... 3341 3342 HC
155 155 HC2602 20250912 ... 3338 3339 HC
156 156 HC2603 20250912 ... 3343 3344 HC
157 157 HC2604 20250912 ... 3346 3346 HC
158 158 HC2605 20250912 ... 3345 3347 HC
159 159 HC2606 20250912 ... 3341 3354 HC
160 160 HC2607 20250912 ... 3356 3357 HC
161 161 HC2608 20250912 ... 3351 3358 HC
162 162 SS2509 20250912 ... 12800 12800 SS
163 163 SS2510 20250912 ... 12830 12810 SS
164 164 SS2511 20250912 ... 12915 12895 SS
165 165 SS2512 20250912 ... 12955 12930 SS
166 166 SS2601 20250912 ... 13010 12990 SS
167 167 SS2602 20250912 ... 13015 13030 SS
168 168 SS2603 20250912 ... 13130 13110 SS
169 169 SS2604 20250912 ... 13140 13175 SS
170 170 SS2605 20250912 ... 13290 13245 SS
171 171 SS2606 20250912 ... 13305 13305 SS
172 172 SS2607 20250912 ... 13370 13370 SS
173 173 SS2608 20250912 ... 13430 13400 SS
174 174 SC2510 20250912 ... 479.2 488.7 SC
175 175 SC2511 20250912 ... 480.5 489.4 SC
176 176 SC2512 20250912 ... 479.5 488.1 SC
177 177 SC2601 20250912 ... 479 487.1 SC
178 178 SC2602 20250912 ... 478.4 486 SC
179 179 SC2603 20250912 ... 477.8 484.7 SC
180 180 SC2604 20250912 ... 477.4 484.5 SC
181 181 SC2605 20250912 ... 477.3 483.3 SC
182 182 SC2606 20250912 ... 476.6 484.5 SC
183 183 SC2607 20250912 ... 475.9 483.7 SC
184 184 SC2608 20250912 ... 474.7 482 SC
185 185 SC2609 20250912 ... 473 480.8 SC
186 186 SC2612 20250912 ... 472.6 477.9 SC
187 187 SC2703 20250912 ... 469.2 472.1 SC
188 188 SC2706 20250912 ... 470 471.5 SC
189 189 SC2709 20250912 ... 470 471.3 SC
190 190 SC2712 20250912 ... 466.6 469 SC
191 191 SC2803 20250912 ... 468.2 468.2 SC
192 192 SC2806 20250912 ... 462.8 466.7 SC
193 193 SC2809 20250912 ... 462 462 SC
194 194 LU2510 20250912 ... 3261 3343 LU
195 195 LU2511 20250912 ... 3288 3370 LU
196 196 LU2512 20250912 ... 3276 3362 LU
197 197 LU2601 20250912 ... 3285 3358 LU
198 198 LU2602 20250912 ... 3283 3338 LU
199 199 LU2603 20250912 ... 3276 3334 LU
200 200 LU2604 20250912 ... 3257 3339 LU
201 201 LU2605 20250912 ... 3274 3323 LU
202 202 LU2606 20250912 ... 3271 3316 LU
203 203 LU2607 20250912 ... 3265 3321 LU
204 204 LU2608 20250912 ... 3261 3316 LU
205 205 LU2609 20250912 ... 3260 3314 LU
206 206 FU2510 20250912 ... 2776 2833 FU
207 207 FU2511 20250912 ... 2768 2824 FU
208 208 FU2512 20250912 ... 2745 2803 FU
209 209 FU2601 20250912 ... 2733 2793 FU
210 210 FU2602 20250912 ... 2718 2777 FU
211 211 FU2603 20250912 ... 2714 2766 FU
212 212 FU2604 20250912 ... 2712 2759 FU
213 213 FU2605 20250912 ... 2698 2749 FU
214 214 FU2606 20250912 ... 2694 2741 FU
215 215 FU2607 20250912 ... 2687 2727 FU
216 216 FU2608 20250912 ... 2681 2722 FU
217 217 FU2609 20250912 ... 2664 2700 FU
218 218 BU2509 20250912 ... 3423 3423 BU
219 219 BU2510 20250912 ... 3421 3470 BU
220 220 BU2511 20250912 ... 3403 3459 BU
221 221 BU2512 20250912 ... 3359 3411 BU
222 222 BU2601 20250912 ... 3338 3385 BU
223 223 BU2602 20250912 ... 3336 3382 BU
224 224 BU2603 20250912 ... 3340 3388 BU
225 225 BU2604 20250912 ... 3308 3382 BU
226 226 BU2605 20250912 ... 3334 3388 BU
227 227 BU2606 20250912 ... 3329 3379 BU
228 228 BU2607 20250912 ... 3339 3381 BU
229 229 BU2608 20250912 ... 3320 3359 BU
230 230 BU2609 20250912 ... 3322 3372 BU
231 231 BU2612 20250912 ... 3281 3325 BU
232 232 BU2703 20250912 ... 3289 3327 BU
233 233 BU2706 20250912 ... 3292 3331 BU
234 234 BR2509 20250912 ... 11675 11850 BR
235 235 BR2510 20250912 ... 11575 11665 BR
236 236 BR2511 20250912 ... 11545 11630 BR
237 237 BR2512 20250912 ... 11525 11615 BR
238 238 BR2601 20250912 ... 11540 11630 BR
239 239 BR2602 20250912 ... 11685 11735 BR
240 240 BR2603 20250912 ... 11570 11665 BR
241 241 BR2604 20250912 ... 11615 11680 BR
242 242 BR2605 20250912 ... 11640 11700 BR
243 243 BR2606 20250912 ... 11715 11715 BR
244 244 BR2607 20250912 ... 11715 11780 BR
245 245 BR2608 20250912 ... 11705 11915 BR
246 246 RU2509 20250912 ... 14835 14825 RU
247 247 RU2510 20250912 ... 14910 14955 RU
248 248 RU2511 20250912 ... 14880 14940 RU
249 249 RU2601 20250912 ... 15810 15880 RU
250 250 RU2603 20250912 ... 15790 15880 RU
251 251 RU2604 20250912 ... 15770 15895 RU
252 252 RU2605 20250912 ... 15835 15910 RU
253 253 RU2606 20250912 ... 15925 15925 RU
254 254 RU2607 20250912 ... 15865 15980 RU
255 255 RU2608 20250912 ... 15970 15970 RU
256 256 NR2509 20250912 ... 12645 12645 NR
257 257 NR2510 20250912 ... 12495 12550 NR
258 258 NR2511 20250912 ... 12545 12600 NR
259 259 NR2512 20250912 ... 12590 12640 NR
260 260 NR2601 20250912 ... 12615 12685 NR
261 261 NR2602 20250912 ... 12645 12685 NR
262 262 NR2603 20250912 ... 12630 12685 NR
263 263 NR2604 20250912 ... 12675 12730 NR
264 264 NR2605 20250912 ... 12695 12745 NR
265 265 NR2606 20250912 ... 12580 12700 NR
266 266 NR2607 20250912 ... 12640 12715 NR
267 267 NR2608 20250912 ... 12685 12760 NR
268 268 SP2509 20250912 ... 4926 4948 SP
269 269 SP2510 20250912 ... 4964 4974 SP
270 270 SP2511 20250912 ... 4988 4994 SP
271 271 SP2512 20250912 ... 5004 5014 SP
272 272 SP2601 20250912 ... 5276 5280 SP
273 273 SP2602 20250912 ... 5262 5276 SP
274 274 SP2603 20250912 ... 5272 5280 SP
275 275 SP2604 20250912 ... 5278 5278 SP
276 276 SP2605 20250912 ... 5290 5294 SP
277 277 SP2606 20250912 ... 5290 5290 SP
278 278 SP2607 20250912 ... 5294 5286 SP
279 279 SP2608 20250912 ... 5296 5292 SP
280 280 OP2601 20250912 ... 4220 4254 OP
281 281 OP2602 20250912 ... 4202 4246 OP
282 282 OP2603 20250912 ... 4228 4274 OP
283 283 OP2604 20250912 ... 4250 4282 OP
284 284 OP2605 20250912 ... 4248 4278 OP
285 285 OP2606 20250912 ... 4222 4250 OP
286 286 OP2607 20250912 ... 4256 4270 OP
287 287 OP2608 20250912 ... 4250 4278 OP
288 288 EC2510 20250912 ... 1181.6 1222 EC
289 289 EC2512 20250912 ... 1594.5 1633.3 EC
290 290 EC2602 20250912 ... 1490.3 1509.2 EC
291 291 EC2604 20250912 ... 1235.6 1245.9 EC
292 292 EC2606 20250912 ... 1412.9 1429.4 EC
293 293 EC2608 20250912 ... 1580.3 1605.4 EC
294 295 SC_TAS2510 20250912 ... SC_TAS
295 296 SC_TAS2511 20250912 ... SC_TAS
296 297 SC_TAS2512 20250912 ... SC_TAS
297 298 SC_TAS2601 20250912 ... SC_TAS
[298 rows x 13 columns]
2025-09-17 18:26:23,253 - future_1d - INFO - ak.get_shfe_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 a2509 20250912 0.0 ... 4081.00 4040.00 A
1 a2511 20250912 3947.0 ... 3956.00 3926.00 A
2 a2601 20250912 3946.0 ... 3956.00 3930.00 A
3 a2603 20250912 3954.0 ... 3963.00 3934.00 A
4 a2605 20250912 3996.0 ... 4002.00 3977.00 A
5 a2607 20250912 4000.0 ... 4006.00 3981.00 A
6 b2509 20250912 0.0 ... 3694.00 3681.00 B
7 b2510 20250912 3735.0 ... 3726.00 3702.00 B
8 b2511 20250912 3759.0 ... 3760.00 3726.00 B
9 b2512 20250912 3786.0 ... 3787.00 3761.00 B
10 b2601 20250912 3781.0 ... 3785.00 3761.00 B
11 b2602 20250912 3766.0 ... 3765.00 3744.00 B
12 b2603 20250912 3705.0 ... 3713.00 3705.00 B
13 b2604 20250912 3586.0 ... 3598.00 3584.00 B
14 b2605 20250912 3506.0 ... 3518.00 3500.00 B
15 b2606 20250912 3490.0 ... 3487.00 3467.00 B
16 b2607 20250912 3486.0 ... 3487.00 3467.00 B
17 b2608 20250912 3586.0 ... 3588.00 3566.00 B
18 bb2509 20250912 0.0 ... 144.15 144.15 BB
19 bb2511 20250912 142.2 ... 141.95 142.05 BB
20 bb2601 20250912 146.6 ... 146.80 146.80 BB
21 bb2603 20250912 0.0 ... 146.90 146.90 BB
22 bb2605 20250912 0.0 ... 141.90 141.90 BB
23 bb2607 20250912 0.0 ... 146.70 146.70 BB
24 bz2603 20250912 6015.0 ... 5989.00 6034.00 BZ
25 bz2604 20250912 5956.0 ... 5953.00 6011.00 BZ
26 bz2605 20250912 0.0 ... 6011.00 6011.00 BZ
27 bz2606 20250912 5953.0 ... 5953.00 6005.00 BZ
28 bz2607 20250912 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250912 5955.0 ... 5955.00 5969.00 BZ
30 c2509 20250912 0.0 ... 2256.00 2345.00 C
31 c2511 20250912 2203.0 ... 2199.00 2199.00 C
32 c2601 20250912 2171.0 ... 2169.00 2169.00 C
33 c2603 20250912 2187.0 ... 2185.00 2183.00 C
34 c2605 20250912 2239.0 ... 2238.00 2237.00 C
35 c2607 20250912 2257.0 ... 2255.00 2252.00 C
36 cs2509 20250912 0.0 ... 2487.00 2502.00 CS
37 cs2511 20250912 2475.0 ... 2476.00 2481.00 CS
38 cs2601 20250912 2494.0 ... 2493.00 2498.00 CS
39 cs2603 20250912 2503.0 ... 2502.00 2505.00 CS
40 cs2605 20250912 2583.0 ... 2584.00 2583.00 CS
41 cs2607 20250912 2590.0 ... 2588.00 2588.00 CS
42 eb2509 20250912 0.0 ... 6962.00 6962.00 EB
43 eb2510 20250912 7033.0 ... 7027.00 7083.00 EB
44 eb2511 20250912 7066.0 ... 7040.00 7093.00 EB
45 eb2512 20250912 7077.0 ... 7045.00 7098.00 EB
46 eb2601 20250912 7100.0 ... 7069.00 7119.00 EB
47 eb2602 20250912 7120.0 ... 7093.00 7138.00 EB
48 eb2603 20250912 7152.0 ... 7127.00 7172.00 EB
49 eb2604 20250912 7167.0 ... 7158.00 7195.00 EB
50 eb2605 20250912 7180.0 ... 7177.00 7211.00 EB
51 eb2606 20250912 7163.0 ... 7169.00 7214.00 EB
52 eb2607 20250912 0.0 ... 7185.00 7185.00 EB
53 eb2608 20250912 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250912 0.0 ... 4408.00 4408.00 EG
55 eg2510 20250912 4300.0 ... 4308.00 4326.00 EG
56 eg2511 20250912 4283.0 ... 4270.00 4301.00 EG
57 eg2512 20250912 4285.0 ... 4269.00 4306.00 EG
58 eg2601 20250912 4299.0 ... 4279.00 4306.00 EG
59 eg2602 20250912 4286.0 ... 4286.00 4308.00 EG
60 eg2603 20250912 4290.0 ... 4288.00 4311.00 EG
61 eg2604 20250912 4319.0 ... 4313.00 4337.00 EG
62 eg2605 20250912 4336.0 ... 4326.00 4348.00 EG
63 eg2606 20250912 4328.0 ... 4333.00 4357.00 EG
64 eg2607 20250912 0.0 ... 4358.00 4358.00 EG
65 eg2608 20250912 0.0 ... 4402.00 4402.00 EG
66 fb2509 20250912 0.0 ... 1342.50 1342.50 FB
67 fb2510 20250912 1272.5 ... 1268.50 1272.50 FB
68 fb2511 20250912 1261.0 ... 1261.50 1263.00 FB
69 fb2512 20250912 1256.0 ... 1258.50 1259.00 FB
70 fb2601 20250912 1249.0 ... 1253.50 1250.50 FB
71 fb2602 20250912 1245.0 ... 1247.00 1243.00 FB
72 fb2603 20250912 1249.5 ... 1249.00 1246.50 FB
73 fb2604 20250912 1254.5 ... 1254.50 1250.00 FB
74 fb2605 20250912 0.0 ... 1318.50 1318.50 FB
75 fb2606 20250912 0.0 ... 1330.00 1330.00 FB
76 fb2607 20250912 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250912 0.0 ... 1296.00 1296.00 FB
78 i2509 20250912 800.0 ... 806.00 845.50 I
79 i2510 20250912 815.0 ... 817.50 819.50 I
80 i2511 20250912 808.5 ... 811.00 814.00 I
81 i2512 20250912 803.5 ... 805.50 809.50 I
82 i2601 20250912 797.5 ... 798.50 800.00 I
83 i2602 20250912 791.5 ... 793.50 794.00 I
84 i2603 20250912 786.5 ... 788.00 789.00 I
85 i2604 20250912 783.0 ... 783.50 784.00 I
86 i2605 20250912 774.0 ... 776.50 777.00 I
87 i2606 20250912 769.0 ... 771.00 771.50 I
88 i2607 20250912 763.5 ... 766.50 766.50 I
89 i2608 20250912 760.0 ... 761.50 762.50 I
90 j2509 20250912 1502.0 ... 1500.00 1512.50 J
91 j2510 20250912 1517.0 ... 1521.50 1514.50 J
92 j2511 20250912 1561.5 ... 1550.00 1550.50 J
93 j2512 20250912 1583.5 ... 1595.50 1582.00 J
94 j2601 20250912 1622.0 ... 1614.00 1618.50 J
95 j2602 20250912 1644.0 ... 1637.50 1638.50 J
96 j2603 20250912 0.0 ... 1658.00 1658.00 J
97 j2604 20250912 0.0 ... 1728.00 1728.00 J
98 j2605 20250912 1768.5 ... 1749.50 1748.50 J
99 j2606 20250912 1758.0 ... 1758.00 1750.50 J
100 j2607 20250912 1763.5 ... 1763.50 1763.50 J
101 j2608 20250912 0.0 ... 1763.00 1763.00 J
102 jd2509 20250912 3100.0 ... 3201.00 3083.00 JD
103 jd2510 20250912 3052.0 ... 3038.00 3036.00 JD
104 jd2511 20250912 3044.0 ... 3048.00 3039.00 JD
105 jd2512 20250912 3180.0 ... 3175.00 3170.00 JD
106 jd2601 20250912 3349.0 ... 3352.00 3350.00 JD
107 jd2602 20250912 3111.0 ... 3103.00 3110.00 JD
108 jd2603 20250912 3124.0 ... 3116.00 3124.00 JD
109 jd2604 20250912 3322.0 ... 3298.00 3318.00 JD
110 jd2605 20250912 3465.0 ... 3429.00 3460.00 JD
111 jd2606 20250912 3273.0 ... 3251.00 3269.00 JD
112 jd2607 20250912 3496.0 ... 3482.00 3491.00 JD
113 jd2608 20250912 3920.0 ... 3919.00 3913.00 JD
114 jm2509 20250912 1031.0 ... 958.00 977.50 JM
115 jm2510 20250912 975.0 ... 979.00 966.00 JM
116 jm2511 20250912 1027.0 ... 1031.00 1022.50 JM
117 jm2512 20250912 1083.5 ... 1085.00 1080.50 JM
118 jm2601 20250912 1140.0 ... 1137.50 1134.50 JM
119 jm2602 20250912 1166.0 ... 1164.00 1161.00 JM
120 jm2603 20250912 1188.5 ... 1183.50 1181.00 JM
121 jm2604 20250912 1206.0 ... 1202.50 1202.50 JM
122 jm2605 20250912 1227.0 ... 1220.50 1220.50 JM
123 jm2606 20250912 1236.0 ... 1235.00 1238.00 JM
124 jm2607 20250912 1247.0 ... 1246.00 1249.50 JM
125 jm2608 20250912 1257.5 ... 1255.00 1260.00 JM
126 l2509 20250912 7080.0 ... 7195.00 7135.00 L
127 l2510 20250912 7168.0 ... 7138.00 7194.00 L
128 l2511 20250912 7182.0 ... 7157.00 7206.00 L
129 l2512 20250912 7193.0 ... 7168.00 7213.00 L
130 l2601 20250912 7200.0 ... 7174.00 7216.00 L
131 l2602 20250912 7198.0 ... 7165.00 7210.00 L
132 l2603 20250912 7179.0 ... 7166.00 7227.00 L
133 l2604 20250912 7205.0 ... 7200.00 7237.00 L
134 l2605 20250912 7207.0 ... 7185.00 7225.00 L
135 l2606 20250912 0.0 ... 7228.00 7228.00 L
136 l2607 20250912 7205.0 ... 7202.00 7236.00 L
137 l2608 20250912 7226.0 ... 7221.00 7254.00 L
138 lg2509 20250912 760.5 ... 764.00 770.00 LG
139 lg2511 20250912 803.0 ... 800.00 804.50 LG
140 lg2601 20250912 819.0 ... 813.50 818.50 LG
141 lg2603 20250912 823.0 ... 820.00 824.50 LG
142 lg2605 20250912 829.0 ... 826.50 829.50 LG
143 lg2607 20250912 830.0 ... 829.00 832.50 LG
144 lh2509 20250912 0.0 ... 13090.00 13090.00 LH
145 lh2511 20250912 13320.0 ... 13310.00 13315.00 LH
146 lh2601 20250912 13750.0 ... 13725.00 13735.00 LH
147 lh2603 20250912 13000.0 ... 13030.00 13010.00 LH
148 lh2605 20250912 13535.0 ... 13555.00 13520.00 LH
149 lh2607 20250912 14295.0 ... 14310.00 14310.00 LH
150 m2509 20250912 0.0 ... 3023.00 3031.00 M
151 m2511 20250912 3062.0 ... 3057.00 3040.00 M
152 m2512 20250912 3104.0 ... 3102.00 3090.00 M
153 m2601 20250912 3090.0 ... 3087.00 3075.00 M
154 m2603 20250912 3011.0 ... 3010.00 2997.00 M
155 m2605 20250912 2810.0 ... 2815.00 2802.00 M
156 m2607 20250912 2790.0 ... 2792.00 2783.00 M
157 m2608 20250912 2916.0 ... 2916.00 2908.00 M
158 p2509 20250912 0.0 ... 9384.00 9446.00 P
159 p2510 20250912 9230.0 ... 9270.00 9222.00 P
160 p2511 20250912 9252.0 ... 9298.00 9236.00 P
161 p2512 20250912 9280.0 ... 9318.00 9264.00 P
162 p2601 20250912 9316.0 ... 9342.00 9274.00 P
163 p2602 20250912 9272.0 ... 9288.00 9222.00 P
164 p2603 20250912 9234.0 ... 9262.00 9212.00 P
165 p2604 20250912 9198.0 ... 9204.00 9156.00 P
166 p2605 20250912 9102.0 ... 9106.00 9062.00 P
167 p2606 20250912 9024.0 ... 9030.00 8968.00 P
168 p2607 20250912 8928.0 ... 8932.00 8868.00 P
169 p2608 20250912 8862.0 ... 8872.00 8800.00 P
170 pg2509 20250912 3750.0 ... 3750.00 3780.00 PG
171 pg2510 20250912 4454.0 ... 4446.00 4453.00 PG
172 pg2511 20250912 4410.0 ... 4401.00 4410.00 PG
173 pg2512 20250912 4350.0 ... 4340.00 4352.00 PG
174 pg2601 20250912 4287.0 ... 4278.00 4289.00 PG
175 pg2602 20250912 4219.0 ... 4211.00 4219.00 PG
176 pg2603 20250912 4112.0 ... 4122.00 4132.00 PG
177 pg2604 20250912 0.0 ... 4467.00 4467.00 PG
178 pg2605 20250912 4381.0 ... 4383.00 4389.00 PG
179 pg2606 20250912 0.0 ... 4305.00 4305.00 PG
180 pg2607 20250912 0.0 ... 4251.00 4251.00 PG
181 pg2608 20250912 0.0 ... 4187.00 4187.00 PG
182 pp2509 20250912 6796.0 ... 6855.00 6828.00 PP
183 pp2510 20250912 6833.0 ... 6818.00 6852.00 PP
184 pp2511 20250912 6875.0 ... 6852.00 6886.00 PP
185 pp2512 20250912 6901.0 ... 6884.00 6919.00 PP
186 pp2601 20250912 6931.0 ... 6910.00 6943.00 PP
187 pp2602 20250912 6916.0 ... 6891.00 6926.00 PP
188 pp2603 20250912 6886.0 ... 6880.00 6912.00 PP
189 pp2604 20250912 6916.0 ... 6908.00 6937.00 PP
190 pp2605 20250912 6949.0 ... 6932.00 6966.00 PP
191 pp2606 20250912 6914.0 ... 6903.00 6943.00 PP
192 pp2607 20250912 6890.0 ... 6887.00 6915.00 PP
193 pp2608 20250912 6900.0 ... 6892.00 6917.00 PP
194 rr2509 20250912 0.0 ... 3617.00 3620.00 RR
195 rr2510 20250912 3585.0 ... 3591.00 3596.00 RR
196 rr2511 20250912 3595.0 ... 3599.00 3603.00 RR
197 rr2512 20250912 3604.0 ... 3602.00 3605.00 RR
198 rr2601 20250912 3615.0 ... 3614.00 3615.00 RR
199 rr2602 20250912 3601.0 ... 3601.00 3605.00 RR
200 rr2603 20250912 3608.0 ... 3608.00 3607.00 RR
201 rr2604 20250912 0.0 ... 3617.00 3617.00 RR
202 rr2605 20250912 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250912 0.0 ... 3604.00 3604.00 RR
204 rr2607 20250912 0.0 ... 3625.00 3625.00 RR
205 rr2608 20250912 0.0 ... 3614.00 3614.00 RR
206 v2509 20250912 4718.0 ... 4720.00 4708.00 V
207 v2510 20250912 4785.0 ... 4763.00 4757.00 V
208 v2511 20250912 4807.0 ... 4794.00 4788.00 V
209 v2512 20250912 4848.0 ... 4829.00 4830.00 V
210 v2601 20250912 4886.0 ... 4871.00 4864.00 V
211 v2602 20250912 4921.0 ... 4914.00 4904.00 V
212 v2603 20250912 4953.0 ... 4950.00 4930.00 V
213 v2604 20250912 5132.0 ... 5135.00 5126.00 V
214 v2605 20250912 5170.0 ... 5172.00 5166.00 V
215 v2606 20250912 5194.0 ... 5196.00 5197.00 V
216 v2607 20250912 5245.0 ... 5236.00 5222.00 V
217 v2608 20250912 5268.0 ... 5265.00 5266.00 V
218 y2509 20250912 0.0 ... 8398.00 8268.00 Y
219 y2511 20250912 8370.0 ... 8368.00 8326.00 Y
220 y2512 20250912 8378.0 ... 8386.00 8338.00 Y
221 y2601 20250912 8340.0 ... 8336.00 8292.00 Y
222 y2603 20250912 8248.0 ... 8252.00 8214.00 Y
223 y2605 20250912 8010.0 ... 8030.00 7986.00 Y
224 y2607 20250912 7992.0 ... 8000.00 7948.00 Y
225 y2608 20250912 8002.0 ... 7984.00 7948.00 Y
[226 rows x 12 columns]
2025-09-17 18:26:23,710 - future_1d - INFO - ak.get_dce_daily('2025-09-12') done
2025-09-17 18:26:25,472 - future_1d - INFO - save future_daily 2025-09-12 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250915 7158.200 ... 7125.800 7152.400 IC
1 IC2510 20250915 7111.000 ... 7062.800 7100.000 IC
2 IC2512 20250915 7030.200 ... 6951.400 7000.400 IC
3 IC2603 20250915 6873.000 ... 6791.200 6849.400 IC
4 IF2509 20250915 4533.000 ... 4528.000 4525.800 IF
5 IF2510 20250915 4529.800 ... 4518.800 4517.600 IF
6 IF2512 20250915 4506.800 ... 4496.400 4499.200 IF
7 IF2603 20250915 4489.400 ... 4470.800 4478.800 IF
8 IH2509 20250915 2972.000 ... 2961.200 2969.800 IH
9 IH2510 20250915 2974.000 ... 2960.800 2969.800 IH
10 IH2512 20250915 2978.000 ... 2962.400 2971.200 IH
11 IH2603 20250915 2978.400 ... 2964.200 2974.000 IH
12 IM2509 20250915 7420.000 ... 7386.400 7400.800 IM
13 IM2510 20250915 7366.600 ... 7317.000 7333.600 IM
14 IM2512 20250915 7184.600 ... 7161.400 7186.400 IM
15 IM2603 20250915 6995.000 ... 6951.200 6985.200 IM
16 T2512 20250915 107.690 ... 107.840 107.680 T
17 T2603 20250915 107.410 ... 107.525 107.385 T
18 T2606 20250915 107.210 ... 107.345 107.385 T
19 TF2512 20250915 105.580 ... 105.660 105.580 TF
20 TF2603 20250915 105.505 ... 105.540 105.470 TF
21 TF2606 20250915 105.465 ... 105.435 105.470 TF
22 TL2512 20250915 115.260 ... 115.480 115.160 TL
23 TL2603 20250915 114.960 ... 115.180 114.850 TL
24 TL2606 20250915 114.910 ... 115.100 114.850 TL
25 TS2512 20250915 102.366 ... 102.368 102.364 TS
26 TS2603 20250915 102.304 ... 102.312 102.294 TS
27 TS2606 20250915 102.260 ... 102.280 102.294 TS
[28 rows x 12 columns]
2025-09-17 18:26:29,417 - future_1d - INFO - ak.get_cffex_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 SC2510 20250915 486.6 ... 488 479.2 SC
1 SC2511 20250915 488.5 ... 488.5 480.5 SC
2 SC2512 20250915 488 ... 487.6 479.5 SC
3 SC2601 20250915 487.3 ... 487.5 479 SC
4 SC2602 20250915 486.6 ... 487 478.4 SC
5 SC2603 20250915 486.4 ... 486.6 477.8 SC
6 SC2604 20250915 486.1 ... 485.9 477.4 SC
7 SC2605 20250915 485.1 ... 485.9 477.3 SC
8 SC2606 20250915 485.8 ... 485.8 476.6 SC
9 SC2607 20250915 485 ... 486.1 475.9 SC
10 SC2608 20250915 483.3 ... 482.4 474.7 SC
11 SC2609 20250915 483.6 ... 481.8 473 SC
12 SC2612 20250915 ... 475.4 472.6 SC
13 SC2703 20250915 ... 474.6 469.2 SC
14 SC2706 20250915 ... 474.7 470 SC
15 SC2709 20250915 ... 473.2 470 SC
16 SC2712 20250915 ... 472.1 466.6 SC
17 SC2803 20250915 471.1 ... 471.1 468.2 SC
18 SC2806 20250915 466.7 ... 466.7 462.8 SC
19 SC2809 20250915 469 ... 469 462 SC
21 LU2510 20250915 3305 ... 3332 3261 LU
22 LU2511 20250915 3365 ... 3353 3288 LU
23 LU2512 20250915 3350 ... 3346 3276 LU
24 LU2601 20250915 3311 ... 3343 3285 LU
25 LU2602 20250915 3299 ... 3333 3283 LU
26 LU2603 20250915 3324 ... 3328 3276 LU
27 LU2604 20250915 3320 ... 3323 3257 LU
28 LU2605 20250915 3317 ... 3318 3274 LU
29 LU2606 20250915 3313 ... 3317 3271 LU
30 LU2607 20250915 3281 ... 3312 3265 LU
31 LU2608 20250915 3320 ... 3320 3261 LU
32 LU2609 20250915 3265 ... 3308 3260 LU
34 NR2509 20250915 ... 12645 12645 NR
35 NR2510 20250915 12540 ... 12555 12495 NR
36 NR2511 20250915 12600 ... 12595 12545 NR
37 NR2512 20250915 12650 ... 12645 12590 NR
38 NR2601 20250915 12665 ... 12665 12615 NR
39 NR2602 20250915 12690 ... 12700 12645 NR
40 NR2603 20250915 12700 ... 12690 12630 NR
41 NR2604 20250915 12690 ... 12710 12675 NR
42 NR2605 20250915 12615 ... 12740 12695 NR
43 NR2606 20250915 ... 12635 12580 NR
44 NR2607 20250915 ... 12650 12640 NR
45 NR2608 20250915 ... 12685 12685 NR
47 BC2509 20250915 ... 70500 70500 BC
48 BC2510 20250915 71750 ... 71780 71640 BC
49 BC2511 20250915 71920 ... 71830 71660 BC
50 BC2512 20250915 71680 ... 71910 71670 BC
51 BC2601 20250915 ... 72000 72000 BC
52 BC2602 20250915 ... 71650 71650 BC
53 BC2603 20250915 ... 72000 72000 BC
54 BC2604 20250915 ... 71550 71500 BC
55 BC2605 20250915 ... 71550 71350 BC
56 BC2606 20250915 ... 71500 71450 BC
57 BC2607 20250915 ... 71560 71560 BC
58 BC2608 20250915 ... 71550 71550 BC
60 EC2510 20250915 1150 ... 1170.9 1181.6 EC
61 EC2512 20250915 1605 ... 1640.3 1594.5 EC
62 EC2602 20250915 1496.9 ... 1521 1490.3 EC
63 EC2604 20250915 1240.3 ... 1250.1 1235.6 EC
64 EC2606 20250915 1403.6 ... 1425.3 1412.9 EC
65 EC2608 20250915 1583.2 ... 1596.5 1580.3 EC
68 SC_TAS2510 20250915 ... SC_TAS
69 SC_TAS2511 20250915 ... SC_TAS
70 SC_TAS2512 20250915 ... SC_TAS
71 SC_TAS2601 20250915 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 18:26:29,487 - future_1d - INFO - ak.get_ine_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20250915 54125.0 ... 53505.0 53935.0 PS
1 PS2511 20250915 53630.0 ... 53400.0 53730.0 PS
2 PS2512 20250915 56720.0 ... 55890.0 56225.0 PS
3 PS2601 20250915 56450.0 ... 55780.0 56110.0 PS
4 PS2602 20250915 56085.0 ... 55835.0 56305.0 PS
5 PS2603 20250915 56075.0 ... 55620.0 56265.0 PS
6 PS2604 20250915 56575.0 ... 55840.0 56410.0 PS
7 PS2605 20250915 56545.0 ... 55975.0 56225.0 PS
8 PS2606 20250915 58880.0 ... 58160.0 58330.0 PS
9 PS2607 20250915 58500.0 ... 58285.0 58370.0 PS
10 PS2608 20250915 58750.0 ... 58340.0 58405.0 PS
11 PS2609 20250915 56790.0 ... 57875.0 58405.0 PS
13 SI2510 20250915 8785.0 ... 8755.0 8705.0 SI
14 SI2511 20250915 8725.0 ... 8840.0 8725.0 SI
15 SI2512 20250915 9165.0 ... 9215.0 9090.0 SI
16 SI2601 20250915 9145.0 ... 9205.0 9080.0 SI
17 SI2602 20250915 9090.0 ... 9175.0 9080.0 SI
18 SI2603 20250915 9080.0 ... 9215.0 9100.0 SI
19 SI2604 20250915 9050.0 ... 9215.0 9095.0 SI
20 SI2605 20250915 9115.0 ... 9220.0 9105.0 SI
21 SI2606 20250915 9070.0 ... 9220.0 9105.0 SI
22 SI2607 20250915 9080.0 ... 9260.0 9110.0 SI
23 SI2608 20250915 9075.0 ... 9290.0 9115.0 SI
24 SI2609 20250915 9080.0 ... 9245.0 9115.0 SI
27 LC2510 20250915 71400.0 ... 72160.0 70900.0 LC
28 LC2511 20250915 71260.0 ... 72240.0 71040.0 LC
29 LC2512 20250915 71400.0 ... 72420.0 71240.0 LC
30 LC2601 20250915 71480.0 ... 72420.0 71200.0 LC
31 LC2602 20250915 71520.0 ... 72480.0 71240.0 LC
32 LC2603 20250915 71500.0 ... 72340.0 71120.0 LC
33 LC2604 20250915 71920.0 ... 72720.0 71680.0 LC
34 LC2605 20250915 72000.0 ... 72780.0 71620.0 LC
35 LC2606 20250915 71800.0 ... 72540.0 71520.0 LC
36 LC2607 20250915 71600.0 ... 72520.0 71420.0 LC
37 LC2608 20250915 71740.0 ... 72540.0 71380.0 LC
38 LC2609 20250915 71520.0 ... 72440.0 71380.0 LC
[36 rows x 12 columns]
2025-09-17 18:26:29,715 - future_1d - INFO - ak.get_gfex_daily('2025-09-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250915 8395.0 8456.0 ... 101669.16 8404.0 8382.0 AP
1 AP511 20250915 8233.0 8263.0 ... 5346.45 8213.0 8199.0 AP
2 AP512 20250915 8273.0 8285.0 ... 806.68 8231.0 8218.0 AP
3 AP601 20250915 8325.0 8363.0 ... 594291.79 8310.0 8287.0 AP
4 AP603 20250915 8231.0 8238.0 ... 345.22 8220.0 8186.0 AP
5 AP604 20250915 8233.0 8243.0 ... 369.68 8215.0 8206.0 AP
6 AP605 20250915 8288.0 8310.0 ... 5216.00 8266.0 8269.0 AP
7 CF511 20250915 13725.0 13790.0 ... 254178.51 13740.0 13675.0 CF
8 CF601 20250915 13865.0 13930.0 ... 1542409.58 13885.0 13830.0 CF
9 CF603 20250915 13825.0 13895.0 ... 2035.05 13845.0 13795.0 CF
10 CF605 20250915 13830.0 13895.0 ... 134633.97 13850.0 13795.0 CF
11 CF607 20250915 13860.0 13900.0 ... 1899.77 13865.0 13825.0 CF
12 CF609 20250915 13995.0 13995.0 ... 90.85 13975.0 13825.0 CF
13 CJ512 20250915 11045.0 11065.0 ... 6958.04 10865.0 11125.0 CJ
14 CJ601 20250915 11130.0 11130.0 ... 1072454.11 10905.0 11190.0 CJ
15 CJ603 20250915 11170.0 11170.0 ... 17649.24 10960.0 11230.0 CJ
16 CJ605 20250915 11280.0 11280.0 ... 173292.86 11040.0 11320.0 CJ
17 CJ607 20250915 11375.0 11385.0 ... 3275.31 11180.0 11450.0 CJ
18 CJ609 20250915 11545.0 11545.0 ... 358.57 11385.0 11450.0 CJ
19 CY510 20250915 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250915 19855.0 19940.0 ... 114884.12 19890.0 19855.0 CY
21 CY512 20250915 0.0 0.0 ... 0.00 19635.0 19635.0 CY
22 CY601 20250915 19955.0 19955.0 ... 1423.50 19910.0 19860.0 CY
23 CY602 20250915 20090.0 20090.0 ... 10.05 20090.0 19995.0 CY
24 CY603 20250915 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250915 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250915 0.0 0.0 ... 0.00 20065.0 20055.0 CY
27 CY606 20250915 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250915 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250915 0.0 0.0 ... 0.00 20100.0 20160.0 CY
30 CY609 20250915 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG510 20250915 1069.0 1098.0 ... 37229.74 1084.0 1080.0 FG
32 FG511 20250915 1081.0 1108.0 ... 198245.21 1092.0 1080.0 FG
33 FG512 20250915 1186.0 1216.0 ... 99759.94 1197.0 1181.0 FG
34 FG601 20250915 1178.0 1214.0 ... 4939549.26 1193.0 1175.0 FG
35 FG602 20250915 1231.0 1264.0 ... 41236.83 1239.0 1226.0 FG
36 FG603 20250915 1236.0 1267.0 ... 2050.87 1247.0 1228.0 FG
37 FG604 20250915 1287.0 1317.0 ... 538.30 1300.0 1279.0 FG
38 FG605 20250915 1280.0 1317.0 ... 130486.35 1296.0 1275.0 FG
39 FG606 20250915 1309.0 1345.0 ... 1286.24 1329.0 1309.0 FG
40 FG607 20250915 1308.0 1338.0 ... 1710.36 1324.0 1299.0 FG
41 FG608 20250915 1343.0 1363.0 ... 1389.69 1349.0 1329.0 FG
42 FG609 20250915 1309.0 1358.0 ... 2113.57 1341.0 1329.0 FG
43 JR511 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250915 2289.0 2305.0 ... 13355.35 2290.0 2281.0 MA
52 MA511 20250915 2323.0 2338.0 ... 98265.26 2318.0 2313.0 MA
53 MA512 20250915 2364.0 2380.0 ... 71639.91 2357.0 2354.0 MA
54 MA601 20250915 2385.0 2405.0 ... 1188647.22 2386.0 2378.0 MA
55 MA602 20250915 2405.0 2416.0 ... 54150.44 2394.0 2394.0 MA
56 MA603 20250915 2407.0 2423.0 ... 320.68 2411.0 2402.0 MA
57 MA604 20250915 2401.0 2401.0 ... 4.80 2401.0 2403.0 MA
58 MA605 20250915 2390.0 2410.0 ... 89005.19 2394.0 2386.0 MA
59 MA606 20250915 2417.0 2417.0 ... 2.42 2417.0 2394.0 MA
60 MA607 20250915 2393.0 2400.0 ... 88.28 2386.0 2376.0 MA
61 MA608 20250915 2386.0 2387.0 ... 28.58 2381.0 2380.0 MA
62 MA609 20250915 2376.0 2382.0 ... 289.26 2371.0 2380.0 MA
63 OI511 20250915 10063.0 10091.0 ... 396029.62 10049.0 10090.0 OI
64 OI601 20250915 9883.0 9914.0 ... 2218323.28 9877.0 9904.0 OI
65 OI603 20250915 9698.0 9723.0 ... 2608.61 9697.0 9700.0 OI
66 OI605 20250915 9512.0 9555.0 ... 75130.21 9517.0 9523.0 OI
67 OI607 20250915 9469.0 9504.0 ... 398.06 9478.0 9481.0 OI
68 OI609 20250915 9483.0 9485.0 ... 255.31 9456.0 9481.0 OI
69 PF510 20250915 6354.0 6402.0 ... 20160.15 6366.0 6330.0 PF
70 PF511 20250915 6358.0 6398.0 ... 702762.08 6362.0 6324.0 PF
71 PF512 20250915 6348.0 6376.0 ... 450357.59 6340.0 6308.0 PF
72 PF601 20250915 6378.0 6410.0 ... 28751.09 6382.0 6350.0 PF
73 PF602 20250915 6392.0 6418.0 ... 73675.53 6390.0 6364.0 PF
74 PF603 20250915 6416.0 6416.0 ... 79.93 6394.0 6364.0 PF
75 PF604 20250915 6458.0 6460.0 ... 54.76 6444.0 6410.0 PF
76 PF605 20250915 6466.0 6466.0 ... 51.67 6460.0 6428.0 PF
77 PF606 20250915 6490.0 6490.0 ... 9.72 6480.0 6456.0 PF
78 PF607 20250915 6514.0 6514.0 ... 9.75 6502.0 6470.0 PF
79 PF608 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
81 PK510 20250915 7806.0 7818.0 ... 26131.80 7808.0 7822.0 PK
82 PK511 20250915 7764.0 7770.0 ... 482878.23 7752.0 7766.0 PK
83 PK512 20250915 7762.0 7780.0 ... 282723.80 7770.0 7772.0 PK
84 PK601 20250915 7794.0 7810.0 ... 38406.58 7798.0 7812.0 PK
85 PK603 20250915 7818.0 7846.0 ... 180.16 7834.0 7834.0 PK
86 PK604 20250915 7856.0 7858.0 ... 98.06 7846.0 7850.0 PK
87 PK605 20250915 7850.0 7858.0 ... 2163.00 7852.0 7854.0 PK
88 PL601 20250915 6428.0 6556.0 ... 50850.82 6434.0 6382.0 PL
89 PL602 20250915 6454.0 6479.0 ... 206.62 6457.0 6416.0 PL
90 PL603 20250915 6498.0 6498.0 ... 13.00 6498.0 6433.0 PL
91 PL604 20250915 6477.0 6477.0 ... 12.95 6477.0 6455.0 PL
92 PL605 20250915 6397.0 6397.0 ... 12.79 6397.0 6352.0 PL
93 PL606 20250915 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250915 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250915 5844.0 5872.0 ... 3575.66 5844.0 5804.0 PR
104 PR511 20250915 5830.0 5866.0 ... 328694.04 5838.0 5798.0 PR
105 PR512 20250915 5838.0 5874.0 ... 261110.92 5846.0 5806.0 PR
106 PR601 20250915 5822.0 5866.0 ... 96781.06 5844.0 5808.0 PR
107 PR602 20250915 5882.0 5890.0 ... 255.77 5880.0 5836.0 PR
108 PR603 20250915 5876.0 5888.0 ... 211.43 5874.0 5854.0 PR
109 PR604 20250915 5924.0 5924.0 ... 44.17 5890.0 5858.0 PR
110 PR605 20250915 5936.0 5936.0 ... 44.27 5904.0 5870.0 PR
111 PR606 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
112 PR607 20250915 5936.0 5936.0 ... 8.90 5936.0 5922.0 PR
113 PR608 20250915 0.0 0.0 ... 0.00 5934.0 5920.0 PR
114 PR609 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
115 PX510 20250915 6786.0 6838.0 ... 2199.23 6788.0 6708.0 PX
116 PX511 20250915 6748.0 6806.0 ... 533174.78 6762.0 6700.0 PX
117 PX512 20250915 6726.0 6766.0 ... 161716.09 6732.0 6672.0 PX
118 PX601 20250915 6698.0 6738.0 ... 113859.39 6712.0 6656.0 PX
119 PX602 20250915 6692.0 6728.0 ... 10348.24 6700.0 6644.0 PX
120 PX603 20250915 0.0 0.0 ... 0.00 6690.0 6640.0 PX
121 PX604 20250915 6714.0 6714.0 ... 10.07 6714.0 6668.0 PX
122 PX605 20250915 6688.0 6728.0 ... 629.53 6698.0 6650.0 PX
123 PX606 20250915 0.0 0.0 ... 0.00 6684.0 6668.0 PX
124 PX607 20250915 6736.0 6736.0 ... 3.37 6736.0 6660.0 PX
125 PX608 20250915 6748.0 6748.0 ... 3.37 6748.0 6646.0 PX
126 PX609 20250915 6744.0 6750.0 ... 13.49 6744.0 6646.0 PX
127 RI511 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250915 2532.0 2538.0 ... 20447.80 2516.0 2545.0 RM
134 RM601 20250915 2533.0 2534.0 ... 1009536.44 2509.0 2555.0 RM
135 RM603 20250915 2427.0 2432.0 ... 17391.21 2417.0 2441.0 RM
136 RM605 20250915 2408.0 2411.0 ... 161566.09 2399.0 2416.0 RM
137 RM607 20250915 2390.0 2395.0 ... 14537.16 2384.0 2398.0 RM
138 RM608 20250915 2493.0 2494.0 ... 1271.74 2484.0 2498.0 RM
139 RM609 20250915 2498.0 2498.0 ... 2390.04 2472.0 2498.0 RM
140 RS511 20250915 5230.0 5345.0 ... 73.54 5253.0 5152.0 RS
141 RS607 20250915 5519.0 5561.0 ... 116.46 5546.0 5543.0 RS
142 RS608 20250915 5599.0 5599.0 ... 178.03 5563.0 5555.0 RS
143 RS609 20250915 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250915 1201.0 1223.0 ... 34915.56 1209.0 1200.0 SA
145 SA511 20250915 1218.0 1238.0 ... 283060.12 1224.0 1214.0 SA
146 SA512 20250915 1279.0 1302.0 ... 154423.99 1287.0 1274.0 SA
147 SA601 20250915 1294.0 1314.0 ... 3679034.38 1298.0 1286.0 SA
148 SA602 20250915 1319.0 1342.0 ... 40580.10 1327.0 1315.0 SA
149 SA603 20250915 1328.0 1348.0 ... 3224.07 1332.0 1318.0 SA
150 SA604 20250915 1358.0 1384.0 ... 1130.23 1372.0 1358.0 SA
151 SA605 20250915 1370.0 1390.0 ... 117957.36 1375.0 1361.0 SA
152 SA606 20250915 1384.0 1399.0 ... 1488.77 1389.0 1369.0 SA
153 SA607 20250915 1387.0 1400.0 ... 3203.64 1392.0 1372.0 SA
154 SA608 20250915 1400.0 1414.0 ... 3761.14 1408.0 1389.0 SA
155 SA609 20250915 1405.0 1418.0 ... 7168.67 1411.0 1389.0 SA
156 SF510 20250915 5432.0 5524.0 ... 17459.90 5488.0 5446.0 SF
157 SF511 20250915 5606.0 5708.0 ... 566446.62 5660.0 5620.0 SF
158 SF512 20250915 5580.0 5670.0 ... 168663.47 5622.0 5576.0 SF
159 SF601 20250915 5574.0 5668.0 ... 174261.32 5628.0 5584.0 SF
160 SF602 20250915 5540.0 5628.0 ... 23965.68 5586.0 5542.0 SF
161 SF603 20250915 5736.0 5794.0 ... 89.26 5760.0 5698.0 SF
162 SF604 20250915 5726.0 5726.0 ... 2.86 5726.0 5732.0 SF
163 SF605 20250915 5682.0 5770.0 ... 2942.51 5730.0 5692.0 SF
164 SF606 20250915 5652.0 5732.0 ... 68.34 5696.0 5654.0 SF
165 SF607 20250915 5828.0 5878.0 ... 20.49 5856.0 5826.0 SF
166 SF608 20250915 5772.0 5804.0 ... 23.16 5790.0 5738.0 SF
167 SF609 20250915 5780.0 5804.0 ... 14.47 5788.0 5738.0 SF
168 SH510 20250915 2509.0 2528.0 ... 34125.08 2511.0 2533.0 SH
169 SH511 20250915 2535.0 2547.0 ... 683354.31 2528.0 2548.0 SH
170 SH512 20250915 2565.0 2576.0 ... 317701.37 2561.0 2573.0 SH
171 SH601 20250915 2559.0 2582.0 ... 2152792.74 2566.0 2567.0 SH
172 SH602 20250915 2581.0 2599.0 ... 18572.06 2584.0 2585.0 SH
173 SH603 20250915 2598.0 2616.0 ... 2311.28 2603.0 2600.0 SH
174 SH604 20250915 2645.0 2657.0 ... 151.00 2649.0 2644.0 SH
175 SH605 20250915 2648.0 2667.0 ... 12122.62 2653.0 2652.0 SH
176 SH606 20250915 2659.0 2676.0 ... 95.78 2661.0 2659.0 SH
177 SH607 20250915 2656.0 2672.0 ... 24.00 2666.0 2654.0 SH
178 SH608 20250915 2665.0 2681.0 ... 72.14 2672.0 2673.0 SH
179 SH609 20250915 2650.0 2683.0 ... 95.98 2666.0 2673.0 SH
180 SM510 20250915 5728.0 5820.0 ... 23472.81 5792.0 5746.0 SM
181 SM511 20250915 5866.0 5906.0 ... 295803.60 5864.0 5820.0 SM
182 SM512 20250915 5840.0 5914.0 ... 100712.45 5880.0 5828.0 SM
183 SM601 20250915 5830.0 5922.0 ... 541456.24 5884.0 5836.0 SM
184 SM602 20250915 5838.0 5920.0 ... 141499.19 5876.0 5830.0 SM
185 SM603 20250915 5844.0 5932.0 ... 47.20 5900.0 5858.0 SM
186 SM604 20250915 0.0 0.0 ... 0.00 5926.0 5878.0 SM
187 SM605 20250915 5880.0 5958.0 ... 6166.83 5918.0 5866.0 SM
188 SM606 20250915 5928.0 5932.0 ... 5.93 5930.0 5878.0 SM
189 SM607 20250915 5908.0 5950.0 ... 14.83 5934.0 5886.0 SM
190 SM608 20250915 5958.0 5980.0 ... 32.76 5956.0 5886.0 SM
191 SM609 20250915 5978.0 5980.0 ... 11.96 5980.0 5886.0 SM
192 SR511 20250915 5530.0 5570.0 ... 95695.22 5546.0 5550.0 SR
193 SR601 20250915 5535.0 5564.0 ... 827128.27 5545.0 5544.0 SR
194 SR603 20250915 5527.0 5548.0 ... 2334.32 5532.0 5529.0 SR
195 SR605 20250915 5519.0 5538.0 ... 38362.97 5521.0 5519.0 SR
196 SR607 20250915 5509.0 5534.0 ... 2257.04 5518.0 5515.0 SR
197 SR609 20250915 5551.0 5551.0 ... 1941.01 5530.0 5515.0 SR
198 TA510 20250915 4648.0 4674.0 ... 31704.41 4652.0 4616.0 TA
199 TA511 20250915 4654.0 4690.0 ... 374953.31 4664.0 4628.0 TA
200 TA512 20250915 4664.0 4700.0 ... 206066.17 4676.0 4638.0 TA
201 TA601 20250915 4678.0 4704.0 ... 1315250.22 4684.0 4648.0 TA
202 TA602 20250915 4680.0 4714.0 ... 18388.51 4694.0 4658.0 TA
203 TA603 20250915 4706.0 4716.0 ... 181.26 4708.0 4668.0 TA
204 TA604 20250915 4722.0 4722.0 ... 37.69 4712.0 4672.0 TA
205 TA605 20250915 4704.0 4736.0 ... 31497.76 4718.0 4686.0 TA
206 TA606 20250915 4722.0 4722.0 ... 4.72 4722.0 4692.0 TA
207 TA607 20250915 0.0 0.0 ... 0.00 4732.0 4710.0 TA
208 TA608 20250915 4766.0 4766.0 ... 2.38 4766.0 4718.0 TA
209 TA609 20250915 4764.0 4764.0 ... 56.78 4732.0 4718.0 TA
210 UR510 20250915 1586.0 1605.0 ... 8284.00 1596.0 1595.0 UR
211 UR511 20250915 1650.0 1671.0 ... 52655.07 1664.0 1650.0 UR
212 UR512 20250915 1656.0 1682.0 ... 14534.18 1675.0 1662.0 UR
213 UR601 20250915 1666.0 1688.0 ... 558323.98 1679.0 1667.0 UR
214 UR602 20250915 1674.0 1690.0 ... 572.46 1684.0 1669.0 UR
215 UR603 20250915 1723.0 1732.0 ... 127.85 1728.0 1715.0 UR
216 UR604 20250915 1724.0 1728.0 ... 20.71 1726.0 1718.0 UR
217 UR605 20250915 1716.0 1736.0 ... 17773.51 1729.0 1718.0 UR
218 UR606 20250915 1722.0 1735.0 ... 238.54 1729.0 1717.0 UR
219 UR607 20250915 1757.0 1765.0 ... 42.29 1762.0 1745.0 UR
220 UR608 20250915 1750.0 1761.0 ... 140.62 1758.0 1738.0 UR
221 UR609 20250915 1757.0 1757.0 ... 252.10 1751.0 1738.0 UR
222 WH511 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 18:26:30,001 - future_1d - INFO - ak.get_czce_daily('2025-09-15') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250915 ... 80870 80710 CU
1 1 CU2510 20250915 ... 80830 80660 CU
2 2 CU2511 20250915 ... 80830 80650 CU
3 3 CU2512 20250915 ... 80810 80640 CU
4 4 CU2601 20250915 ... 80800 80610 CU
5 5 CU2602 20250915 ... 80770 80580 CU
6 6 CU2603 20250915 ... 80760 80660 CU
7 7 CU2604 20250915 ... 80810 80600 CU
8 8 CU2605 20250915 ... 80830 80640 CU
9 9 CU2606 20250915 ... 80810 80740 CU
10 10 CU2607 20250915 ... 80760 80620 CU
11 11 CU2608 20250915 ... 80850 80650 CU
12 12 BC2509 20250915 ... 70500 70500 BC
13 13 BC2510 20250915 ... 71780 71640 BC
14 14 BC2511 20250915 ... 71830 71660 BC
15 15 BC2512 20250915 ... 71910 71670 BC
16 16 BC2601 20250915 ... 72000 72000 BC
17 17 BC2602 20250915 ... 71650 71650 BC
18 18 BC2603 20250915 ... 72000 72000 BC
19 19 BC2604 20250915 ... 71550 71500 BC
20 20 BC2605 20250915 ... 71550 71350 BC
21 21 BC2606 20250915 ... 71500 71450 BC
22 22 BC2607 20250915 ... 71560 71560 BC
23 23 BC2608 20250915 ... 71550 71550 BC
24 24 AL2509 20250915 ... 21000 21040 AL
25 25 AL2510 20250915 ... 21045 21030 AL
26 26 AL2511 20250915 ... 21045 21020 AL
27 27 AL2512 20250915 ... 21015 20975 AL
28 28 AL2601 20250915 ... 20985 20935 AL
29 29 AL2602 20250915 ... 20970 20925 AL
30 30 AL2603 20250915 ... 20980 20925 AL
31 31 AL2604 20250915 ... 21000 20940 AL
32 32 AL2605 20250915 ... 21005 20980 AL
33 33 AL2606 20250915 ... 21015 20975 AL
34 34 AL2607 20250915 ... 20990 20970 AL
35 35 AL2608 20250915 ... 20985 20965 AL
36 36 ZN2509 20250915 ... 22240 22240 ZN
37 37 ZN2510 20250915 ... 22305 22280 ZN
38 38 ZN2511 20250915 ... 22320 22295 ZN
39 39 ZN2512 20250915 ... 22335 22310 ZN
40 40 ZN2601 20250915 ... 22345 22335 ZN
41 41 ZN2602 20250915 ... 22360 22340 ZN
42 42 ZN2603 20250915 ... 22375 22345 ZN
43 43 ZN2604 20250915 ... 22400 22375 ZN
44 44 ZN2605 20250915 ... 22405 22400 ZN
45 45 ZN2606 20250915 ... 22420 22410 ZN
46 46 ZN2607 20250915 ... 22420 22370 ZN
47 47 ZN2608 20250915 ... 22440 22390 ZN
48 48 PB2509 20250915 ... 17170 16860 PB
49 49 PB2510 20250915 ... 17120 16965 PB
50 50 PB2511 20250915 ... 17140 16985 PB
51 51 PB2512 20250915 ... 17155 16975 PB
52 52 PB2601 20250915 ... 17155 16965 PB
53 53 PB2602 20250915 ... 17180 17045 PB
54 54 PB2603 20250915 ... 17190 16945 PB
55 55 PB2604 20250915 ... 17205 17065 PB
56 56 PB2605 20250915 ... 17175 17175 PB
57 57 PB2606 20250915 ... 17105 16935 PB
58 58 PB2607 20250915 ... 17155 17005 PB
59 59 PB2608 20250915 ... 17210 17135 PB
60 60 NI2509 20250915 ... 123340 121270 NI
61 61 NI2510 20250915 ... 122170 121190 NI
62 62 NI2511 20250915 ... 122380 121470 NI
63 63 NI2512 20250915 ... 122580 121560 NI
64 64 NI2601 20250915 ... 122810 121840 NI
65 65 NI2602 20250915 ... 122970 122140 NI
66 66 NI2603 20250915 ... 123430 122210 NI
67 67 NI2604 20250915 ... 123800 122290 NI
68 68 NI2605 20250915 ... 123750 122460 NI
69 69 NI2606 20250915 ... 123960 122790 NI
70 70 NI2607 20250915 ... 124160 122790 NI
71 71 NI2608 20250915 ... 124390 123400 NI
72 72 SN2509 20250915 ... 273540 273970 SN
73 73 SN2510 20250915 ... 273890 272850 SN
74 74 SN2511 20250915 ... 273950 273260 SN
75 75 SN2512 20250915 ... 273810 273380 SN
76 76 SN2601 20250915 ... 274030 273380 SN
77 77 SN2602 20250915 ... 273700 273590 SN
78 78 SN2603 20250915 ... 274260 273110 SN
79 79 SN2604 20250915 ... 274510 273390 SN
80 80 SN2605 20250915 ... 274580 273940 SN
81 81 SN2606 20250915 ... 274940 274310 SN
82 82 SN2607 20250915 ... 275260 273480 SN
83 83 SN2608 20250915 ... 275630 274950 SN
84 84 AO2509 20250915 ... 2875 2875 AO
85 85 AO2510 20250915 ... 2907 2904 AO
86 86 AO2511 20250915 ... 2910 2908 AO
87 87 AO2512 20250915 ... 2918 2917 AO
88 88 AO2601 20250915 ... 2926 2922 AO
89 89 AO2602 20250915 ... 2935 2928 AO
90 90 AO2603 20250915 ... 3002 2995 AO
91 91 AO2604 20250915 ... 3009 3004 AO
92 92 AO2605 20250915 ... 3015 3010 AO
93 93 AO2606 20250915 ... 3021 3019 AO
94 94 AO2607 20250915 ... 3031 3035 AO
95 95 AO2608 20250915 ... 3035 3040 AO
96 96 AD2511 20250915 ... 20580 20570 AD
97 97 AD2512 20250915 ... 20600 20580 AD
98 98 AD2601 20250915 ... 20630 20570 AD
99 99 AD2602 20250915 ... 20620 20545 AD
100 100 AD2603 20250915 ... 20475 20475 AD
101 101 AD2604 20250915 ... 20485 20490 AD
102 102 AD2605 20250915 ... 20520 20455 AD
103 103 AD2606 20250915 ... 20455 20155 AD
104 104 AD2607 20250915 ... 20445 20425 AD
105 105 AD2608 20250915 ... 20515 20515 AD
106 106 AU2509 20250915 ... 820.82 832.5 AU
107 107 AU2510 20250915 ... 832.56 830.74 AU
108 108 AU2511 20250915 ... 833.64 832.94 AU
109 109 AU2512 20250915 ... 834.9 833.42 AU
110 110 AU2602 20250915 ... 837.12 835.4 AU
111 111 AU2604 20250915 ... 839.42 837.78 AU
112 112 AU2606 20250915 ... 841.46 840.26 AU
113 113 AU2608 20250915 ... 844.46 842.2 AU
114 114 AG2509 20250915 ... 9956 9865 AG
115 115 AG2510 20250915 ... 10028 9930 AG
116 116 AG2511 20250915 ... 10038 9944 AG
117 117 AG2512 20250915 ... 10052 9963 AG
118 118 AG2601 20250915 ... 10064 9965 AG
119 119 AG2602 20250915 ... 10075 9975 AG
120 120 AG2603 20250915 ... 10083 10002 AG
121 121 AG2604 20250915 ... 10097 10007 AG
122 122 AG2605 20250915 ... 10115 10035 AG
123 123 AG2606 20250915 ... 10126 10038 AG
124 124 AG2607 20250915 ... 10144 10051 AG
125 125 AG2608 20250915 ... 10159 10068 AG
126 126 RB2509 20250915 ... 2941 2941 RB
127 127 RB2510 20250915 ... 3037 3017 RB
128 128 RB2511 20250915 ... 3055 3035 RB
129 129 RB2512 20250915 ... 3102 3089 RB
130 130 RB2601 20250915 ... 3127 3107 RB
131 131 RB2602 20250915 ... 3135 3112 RB
132 132 RB2603 20250915 ... 3157 3122 RB
133 133 RB2604 20250915 ... 3171 3148 RB
134 134 RB2605 20250915 ... 3192 3163 RB
135 135 RB2606 20250915 ... 3207 3180 RB
136 136 RB2607 20250915 ... 3227 3200 RB
137 137 RB2608 20250915 ... 3235 3207 RB
138 138 WR2509 20250915 ... 3342 3342 WR
139 139 WR2510 20250915 ... 3289 3276 WR
140 140 WR2511 20250915 ... 3302 3302 WR
141 141 WR2512 20250915 ... 3324 3324 WR
142 142 WR2601 20250915 ... 3350 3366 WR
143 143 WR2602 20250915 ... 3358 3358 WR
144 144 WR2603 20250915 ... 3338 3338 WR
145 145 WR2604 20250915 ... 3389 3389 WR
146 146 WR2605 20250915 ... 3414 3414 WR
147 147 WR2606 20250915 ... 3372 3372 WR
148 148 WR2607 20250915 ... 3390 3390 WR
149 149 WR2608 20250915 ... 3399 3399 WR
150 150 HC2509 20250915 ... 3396 3396 HC
151 151 HC2510 20250915 ... 3393 3374 HC
152 152 HC2511 20250915 ... 3379 3361 HC
153 153 HC2512 20250915 ... 3372 3360 HC
154 154 HC2601 20250915 ... 3360 3341 HC
155 155 HC2602 20250915 ... 3362 3338 HC
156 156 HC2603 20250915 ... 3363 3343 HC
157 157 HC2604 20250915 ... 3365 3346 HC
158 158 HC2605 20250915 ... 3364 3345 HC
159 159 HC2606 20250915 ... 3369 3341 HC
160 160 HC2607 20250915 ... 3371 3356 HC
161 161 HC2608 20250915 ... 3377 3351 HC
162 162 SS2509 20250915 ... 12800 12800 SS
163 163 SS2510 20250915 ... 12915 12830 SS
164 164 SS2511 20250915 ... 13005 12915 SS
165 165 SS2512 20250915 ... 13045 12955 SS
166 166 SS2601 20250915 ... 13115 13010 SS
167 167 SS2602 20250915 ... 13130 13015 SS
168 168 SS2603 20250915 ... 13205 13130 SS
169 169 SS2604 20250915 ... 13235 13140 SS
170 170 SS2605 20250915 ... 13365 13290 SS
171 171 SS2606 20250915 ... 13425 13305 SS
172 172 SS2607 20250915 ... 13505 13370 SS
173 173 SS2608 20250915 ... 13515 13430 SS
174 174 SC2510 20250915 ... 488 479.2 SC
175 175 SC2511 20250915 ... 488.5 480.5 SC
176 176 SC2512 20250915 ... 487.6 479.5 SC
177 177 SC2601 20250915 ... 487.5 479 SC
178 178 SC2602 20250915 ... 487 478.4 SC
179 179 SC2603 20250915 ... 486.6 477.8 SC
180 180 SC2604 20250915 ... 485.9 477.4 SC
181 181 SC2605 20250915 ... 485.9 477.3 SC
182 182 SC2606 20250915 ... 485.8 476.6 SC
183 183 SC2607 20250915 ... 486.1 475.9 SC
184 184 SC2608 20250915 ... 482.4 474.7 SC
185 185 SC2609 20250915 ... 481.8 473 SC
186 186 SC2612 20250915 ... 475.4 472.6 SC
187 187 SC2703 20250915 ... 474.6 469.2 SC
188 188 SC2706 20250915 ... 474.7 470 SC
189 189 SC2709 20250915 ... 473.2 470 SC
190 190 SC2712 20250915 ... 472.1 466.6 SC
191 191 SC2803 20250915 ... 471.1 468.2 SC
192 192 SC2806 20250915 ... 466.7 462.8 SC
193 193 SC2809 20250915 ... 469 462 SC
194 194 LU2510 20250915 ... 3332 3261 LU
195 195 LU2511 20250915 ... 3353 3288 LU
196 196 LU2512 20250915 ... 3346 3276 LU
197 197 LU2601 20250915 ... 3343 3285 LU
198 198 LU2602 20250915 ... 3333 3283 LU
199 199 LU2603 20250915 ... 3328 3276 LU
200 200 LU2604 20250915 ... 3323 3257 LU
201 201 LU2605 20250915 ... 3318 3274 LU
202 202 LU2606 20250915 ... 3317 3271 LU
203 203 LU2607 20250915 ... 3312 3265 LU
204 204 LU2608 20250915 ... 3320 3261 LU
205 205 LU2609 20250915 ... 3308 3260 LU
206 206 FU2510 20250915 ... 2820 2776 FU
207 207 FU2511 20250915 ... 2818 2768 FU
208 208 FU2512 20250915 ... 2801 2745 FU
209 209 FU2601 20250915 ... 2787 2733 FU
210 210 FU2602 20250915 ... 2777 2718 FU
211 211 FU2603 20250915 ... 2764 2714 FU
212 212 FU2604 20250915 ... 2755 2712 FU
213 213 FU2605 20250915 ... 2744 2698 FU
214 214 FU2606 20250915 ... 2736 2694 FU
215 215 FU2607 20250915 ... 2722 2687 FU
216 216 FU2608 20250915 ... 2717 2681 FU
217 217 FU2609 20250915 ... 2695 2664 FU
218 218 BU2509 20250915 ... 3306 3423 BU
219 219 BU2510 20250915 ... 3416 3421 BU
220 220 BU2511 20250915 ... 3398 3403 BU
221 221 BU2512 20250915 ... 3363 3359 BU
222 222 BU2601 20250915 ... 3344 3338 BU
223 223 BU2602 20250915 ... 3343 3336 BU
224 224 BU2603 20250915 ... 3347 3340 BU
225 225 BU2604 20250915 ... 3338 3308 BU
226 226 BU2605 20250915 ... 3344 3334 BU
227 227 BU2606 20250915 ... 3344 3329 BU
228 228 BU2607 20250915 ... 3339 3339 BU
229 229 BU2608 20250915 ... 3321 3320 BU
230 230 BU2609 20250915 ... 3331 3322 BU
231 231 BU2612 20250915 ... 3296 3281 BU
232 232 BU2703 20250915 ... 3307 3289 BU
233 233 BU2706 20250915 ... 3308 3292 BU
234 234 BR2509 20250915 ... 11675 11675 BR
235 235 BR2510 20250915 ... 11630 11575 BR
236 236 BR2511 20250915 ... 11590 11545 BR
237 237 BR2512 20250915 ... 11595 11525 BR
238 238 BR2601 20250915 ... 11600 11540 BR
239 239 BR2602 20250915 ... 11570 11685 BR
240 240 BR2603 20250915 ... 11585 11570 BR
241 241 BR2604 20250915 ... 11690 11615 BR
242 242 BR2605 20250915 ... 11675 11640 BR
243 243 BR2606 20250915 ... 11725 11715 BR
244 244 BR2607 20250915 ... 11845 11715 BR
245 245 BR2608 20250915 ... 11770 11705 BR
246 246 RU2509 20250915 ... 14940 14835 RU
247 247 RU2510 20250915 ... 14980 14910 RU
248 248 RU2511 20250915 ... 14935 14880 RU
249 249 RU2601 20250915 ... 15870 15810 RU
250 250 RU2603 20250915 ... 15905 15790 RU
251 251 RU2604 20250915 ... 15840 15770 RU
252 252 RU2605 20250915 ... 15845 15835 RU
253 253 RU2606 20250915 ... 15865 15925 RU
254 254 RU2607 20250915 ... 15870 15865 RU
255 255 RU2608 20250915 ... 16065 15970 RU
256 256 NR2509 20250915 ... 12645 12645 NR
257 257 NR2510 20250915 ... 12555 12495 NR
258 258 NR2511 20250915 ... 12595 12545 NR
259 259 NR2512 20250915 ... 12645 12590 NR
260 260 NR2601 20250915 ... 12665 12615 NR
261 261 NR2602 20250915 ... 12700 12645 NR
262 262 NR2603 20250915 ... 12690 12630 NR
263 263 NR2604 20250915 ... 12710 12675 NR
264 264 NR2605 20250915 ... 12740 12695 NR
265 265 NR2606 20250915 ... 12635 12580 NR
266 266 NR2607 20250915 ... 12650 12640 NR
267 267 NR2608 20250915 ... 12685 12685 NR
268 268 SP2509 20250915 ... 4952 4926 SP
269 269 SP2510 20250915 ... 4992 4964 SP
270 270 SP2511 20250915 ... 5024 4988 SP
271 271 SP2512 20250915 ... 5042 5004 SP
272 272 SP2601 20250915 ... 5308 5276 SP
273 273 SP2602 20250915 ... 5286 5262 SP
274 274 SP2603 20250915 ... 5300 5272 SP
275 275 SP2604 20250915 ... 5316 5278 SP
276 276 SP2605 20250915 ... 5314 5290 SP
277 277 SP2606 20250915 ... 5322 5290 SP
278 278 SP2607 20250915 ... 5332 5294 SP
279 279 SP2608 20250915 ... 5330 5296 SP
280 280 OP2601 20250915 ... 4214 4220 OP
281 281 OP2602 20250915 ... 4214 4202 OP
282 282 OP2603 20250915 ... 4226 4228 OP
283 283 OP2604 20250915 ... 4250 4250 OP
284 284 OP2605 20250915 ... 4222 4248 OP
285 285 OP2606 20250915 ... 4216 4222 OP
286 286 OP2607 20250915 ... 4240 4256 OP
287 287 OP2608 20250915 ... 4256 4250 OP
288 288 EC2510 20250915 ... 1170.9 1181.6 EC
289 289 EC2512 20250915 ... 1640.3 1594.5 EC
290 290 EC2602 20250915 ... 1521 1490.3 EC
291 291 EC2604 20250915 ... 1250.1 1235.6 EC
292 292 EC2606 20250915 ... 1425.3 1412.9 EC
293 293 EC2608 20250915 ... 1596.5 1580.3 EC
294 294 SC_TAS2510 20250915 ... SC_TAS
295 295 SC_TAS2511 20250915 ... SC_TAS
296 296 SC_TAS2512 20250915 ... SC_TAS
297 297 SC_TAS2601 20250915 ... SC_TAS
[298 rows x 13 columns]
2025-09-17 18:26:30,273 - future_1d - INFO - ak.get_shfe_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 a2511 20250915 3958.00 ... 3942.00 3956.00 A
1 a2601 20250915 3956.00 ... 3941.00 3956.00 A
2 a2603 20250915 3965.00 ... 3943.00 3963.00 A
3 a2605 20250915 3998.00 ... 3993.00 4002.00 A
4 a2607 20250915 4008.00 ... 3992.00 4006.00 A
5 a2609 20250915 4102.00 ... 4017.00 4006.00 A
6 b2510 20250915 3743.00 ... 3700.00 3726.00 B
7 b2511 20250915 3761.00 ... 3737.00 3760.00 B
8 b2512 20250915 3788.00 ... 3769.00 3787.00 B
9 b2601 20250915 3781.00 ... 3758.00 3785.00 B
10 b2602 20250915 3765.00 ... 3737.00 3765.00 B
11 b2603 20250915 3713.00 ... 3696.00 3713.00 B
12 b2604 20250915 3598.00 ... 3581.00 3598.00 B
13 b2605 20250915 3523.00 ... 3514.00 3518.00 B
14 b2606 20250915 3489.00 ... 3482.00 3487.00 B
15 b2607 20250915 3491.00 ... 3482.00 3487.00 B
16 b2608 20250915 3592.00 ... 3581.00 3588.00 B
17 b2609 20250915 3633.00 ... 3610.00 3588.00 B
18 bb2511 20250915 141.85 ... 142.05 141.95 BB
19 bb2601 20250915 146.50 ... 146.60 146.80 BB
20 bb2603 20250915 147.00 ... 146.80 146.90 BB
21 bb2605 20250915 0.00 ... 141.85 141.90 BB
22 bb2607 20250915 0.00 ... 146.65 146.70 BB
23 bb2609 20250915 0.00 ... 146.65 146.70 BB
24 bz2603 20250915 6015.00 ... 6021.00 5989.00 BZ
25 bz2604 20250915 5983.00 ... 6007.00 5953.00 BZ
26 bz2605 20250915 6028.00 ... 6039.00 6011.00 BZ
27 bz2606 20250915 6008.00 ... 6008.00 5953.00 BZ
28 bz2607 20250915 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250915 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250915 2199.00 ... 2178.00 2199.00 C
31 c2601 20250915 2170.00 ... 2159.00 2169.00 C
32 c2603 20250915 2184.00 ... 2176.00 2185.00 C
33 c2605 20250915 2239.00 ... 2232.00 2238.00 C
34 c2607 20250915 2253.00 ... 2247.00 2255.00 C
35 c2609 20250915 2260.00 ... 2258.00 2255.00 C
36 cs2511 20250915 2478.00 ... 2457.00 2476.00 CS
37 cs2601 20250915 2488.00 ... 2481.00 2493.00 CS
38 cs2603 20250915 2497.00 ... 2490.00 2502.00 CS
39 cs2605 20250915 2582.00 ... 2574.00 2584.00 CS
40 cs2607 20250915 2581.00 ... 2581.00 2588.00 CS
41 cs2609 20250915 0.00 ... 2588.00 2588.00 CS
42 eb2509 20250915 6589.00 ... 6789.00 6962.00 EB
43 eb2510 20250915 7073.00 ... 7072.00 7027.00 EB
44 eb2511 20250915 7082.00 ... 7083.00 7040.00 EB
45 eb2512 20250915 7091.00 ... 7093.00 7045.00 EB
46 eb2601 20250915 7111.00 ... 7116.00 7069.00 EB
47 eb2602 20250915 7134.00 ... 7142.00 7093.00 EB
48 eb2603 20250915 7166.00 ... 7183.00 7127.00 EB
49 eb2604 20250915 7216.00 ... 7214.00 7158.00 EB
50 eb2605 20250915 7208.00 ... 7226.00 7177.00 EB
51 eb2606 20250915 0.00 ... 7169.00 7169.00 EB
52 eb2607 20250915 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250915 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250915 4374.00 ... 4338.00 4408.00 EG
55 eg2510 20250915 4322.00 ... 4308.00 4308.00 EG
56 eg2511 20250915 4298.00 ... 4274.00 4270.00 EG
57 eg2512 20250915 4278.00 ... 4268.00 4269.00 EG
58 eg2601 20250915 4285.00 ... 4277.00 4279.00 EG
59 eg2602 20250915 4267.00 ... 4269.00 4286.00 EG
60 eg2603 20250915 4281.00 ... 4278.00 4288.00 EG
61 eg2604 20250915 4312.00 ... 4317.00 4313.00 EG
62 eg2605 20250915 4335.00 ... 4327.00 4326.00 EG
63 eg2606 20250915 4322.00 ... 4332.00 4333.00 EG
64 eg2607 20250915 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250915 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250915 1266.50 ... 1266.50 1268.50 FB
67 fb2511 20250915 1260.50 ... 1257.50 1261.50 FB
68 fb2512 20250915 1261.00 ... 1263.00 1258.50 FB
69 fb2601 20250915 1253.00 ... 1255.00 1253.50 FB
70 fb2602 20250915 1254.00 ... 1249.00 1247.00 FB
71 fb2603 20250915 1254.50 ... 1249.00 1249.00 FB
72 fb2604 20250915 0.00 ... 1254.50 1254.50 FB
73 fb2605 20250915 1301.50 ... 1301.50 1318.50 FB
74 fb2606 20250915 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250915 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250915 1285.00 ... 1285.00 1296.00 FB
77 fb2609 20250915 0.00 ... 1296.00 1296.00 FB
78 i2510 20250915 818.00 ... 818.50 817.50 I
79 i2511 20250915 814.00 ... 810.50 811.00 I
80 i2512 20250915 808.50 ... 805.00 805.50 I
81 i2601 20250915 799.00 ... 797.00 798.50 I
82 i2602 20250915 797.50 ... 791.50 793.50 I
83 i2603 20250915 792.00 ... 786.00 788.00 I
84 i2604 20250915 788.00 ... 782.00 783.50 I
85 i2605 20250915 777.00 ... 775.00 776.50 I
86 i2606 20250915 775.00 ... 769.50 771.00 I
87 i2607 20250915 769.50 ... 765.50 766.50 I
88 i2608 20250915 765.50 ... 761.50 761.50 I
89 i2609 20250915 761.00 ... 757.50 761.50 I
90 j2510 20250915 1546.50 ... 1564.50 1521.50 J
91 j2511 20250915 1579.00 ... 1600.00 1550.00 J
92 j2512 20250915 1615.00 ... 1629.50 1595.50 J
93 j2601 20250915 1628.50 ... 1664.50 1614.00 J
94 j2602 20250915 1657.50 ... 1684.00 1637.50 J
95 j2603 20250915 0.00 ... 1689.50 1658.00 J
96 j2604 20250915 0.00 ... 1758.00 1728.00 J
97 j2605 20250915 1772.00 ... 1809.00 1749.50 J
98 j2606 20250915 1799.00 ... 1806.00 1758.00 J
99 j2607 20250915 1791.50 ... 1810.00 1763.50 J
100 j2608 20250915 1812.00 ... 1817.50 1763.00 J
101 j2609 20250915 1805.50 ... 1845.00 1763.00 J
102 jd2509 20250915 3230.00 ... 3230.00 3201.00 JD
103 jd2510 20250915 3080.00 ... 3121.00 3038.00 JD
104 jd2511 20250915 3091.00 ... 3140.00 3048.00 JD
105 jd2512 20250915 3200.00 ... 3241.00 3175.00 JD
106 jd2601 20250915 3359.00 ... 3377.00 3352.00 JD
107 jd2602 20250915 3103.00 ... 3117.00 3103.00 JD
108 jd2603 20250915 3109.00 ... 3127.00 3116.00 JD
109 jd2604 20250915 3299.00 ... 3294.00 3298.00 JD
110 jd2605 20250915 3410.00 ... 3389.00 3429.00 JD
111 jd2606 20250915 3244.00 ... 3206.00 3251.00 JD
112 jd2607 20250915 3481.00 ... 3452.00 3482.00 JD
113 jd2608 20250915 3918.00 ... 3903.00 3919.00 JD
114 jm2510 20250915 994.00 ... 993.50 979.00 JM
115 jm2511 20250915 1037.50 ... 1054.00 1031.00 JM
116 jm2512 20250915 1089.00 ... 1115.50 1085.00 JM
117 jm2601 20250915 1147.50 ... 1172.00 1137.50 JM
118 jm2602 20250915 1170.00 ... 1200.00 1164.00 JM
119 jm2603 20250915 1188.50 ... 1222.50 1183.50 JM
120 jm2604 20250915 1208.00 ... 1240.00 1202.50 JM
121 jm2605 20250915 1228.00 ... 1264.50 1220.50 JM
122 jm2606 20250915 1247.50 ... 1274.50 1235.00 JM
123 jm2607 20250915 1258.00 ... 1279.00 1246.00 JM
124 jm2608 20250915 1276.00 ... 1290.00 1255.00 JM
125 jm2609 20250915 1276.50 ... 1292.00 1255.00 JM
126 l2510 20250915 7197.00 ... 7134.00 7138.00 L
127 l2511 20250915 7173.00 ... 7170.00 7157.00 L
128 l2512 20250915 7191.00 ... 7198.00 7168.00 L
129 l2601 20250915 7199.00 ... 7202.00 7174.00 L
130 l2602 20250915 7188.00 ... 7197.00 7165.00 L
131 l2603 20250915 7188.00 ... 7201.00 7166.00 L
132 l2604 20250915 7213.00 ... 7239.00 7200.00 L
133 l2605 20250915 7203.00 ... 7212.00 7185.00 L
134 l2606 20250915 7197.00 ... 7256.00 7228.00 L
135 l2607 20250915 7231.00 ... 7244.00 7202.00 L
136 l2608 20250915 7232.00 ... 7235.00 7221.00 L
137 l2609 20250915 7230.00 ... 7259.00 7221.00 L
138 lg2509 20250915 761.50 ... 761.00 764.00 LG
139 lg2511 20250915 798.50 ... 799.50 800.00 LG
140 lg2601 20250915 813.50 ... 817.50 813.50 LG
141 lg2603 20250915 815.50 ... 824.00 820.00 LG
142 lg2605 20250915 823.50 ... 829.50 826.50 LG
143 lg2607 20250915 831.00 ... 834.00 829.00 LG
144 lh2509 20250915 13100.00 ... 13100.00 13090.00 LH
145 lh2511 20250915 13150.00 ... 13200.00 13310.00 LH
146 lh2601 20250915 13675.00 ... 13660.00 13725.00 LH
147 lh2603 20250915 12995.00 ... 13005.00 13030.00 LH
148 lh2605 20250915 13555.00 ... 13510.00 13555.00 LH
149 lh2607 20250915 14320.00 ... 14220.00 14310.00 LH
150 m2511 20250915 3052.00 ... 3022.00 3057.00 M
151 m2512 20250915 3093.00 ... 3072.00 3102.00 M
152 m2601 20250915 3080.00 ... 3051.00 3087.00 M
153 m2603 20250915 3011.00 ... 2992.00 3010.00 M
154 m2605 20250915 2816.00 ... 2810.00 2815.00 M
155 m2607 20250915 2796.00 ... 2788.00 2792.00 M
156 m2608 20250915 2920.00 ... 2915.00 2916.00 M
157 m2609 20250915 2943.00 ... 2922.00 2916.00 M
158 p2510 20250915 9290.00 ... 9310.00 9270.00 P
159 p2511 20250915 9300.00 ... 9332.00 9298.00 P
160 p2512 20250915 9318.00 ... 9348.00 9318.00 P
161 p2601 20250915 9336.00 ... 9370.00 9342.00 P
162 p2602 20250915 9288.00 ... 9298.00 9288.00 P
163 p2603 20250915 9262.00 ... 9280.00 9262.00 P
164 p2604 20250915 9180.00 ... 9218.00 9204.00 P
165 p2605 20250915 9092.00 ... 9132.00 9106.00 P
166 p2606 20250915 9014.00 ... 9042.00 9030.00 P
167 p2607 20250915 8938.00 ... 8958.00 8932.00 P
168 p2608 20250915 8850.00 ... 8884.00 8872.00 P
169 p2609 20250915 8840.00 ... 8862.00 8872.00 P
170 pg2509 20250915 3779.00 ... 3779.00 3750.00 PG
171 pg2510 20250915 4488.00 ... 4513.00 4446.00 PG
172 pg2511 20250915 4445.00 ... 4455.00 4401.00 PG
173 pg2512 20250915 4374.00 ... 4387.00 4340.00 PG
174 pg2601 20250915 4303.00 ... 4320.00 4278.00 PG
175 pg2602 20250915 4231.00 ... 4249.00 4211.00 PG
176 pg2603 20250915 4142.00 ... 4160.00 4122.00 PG
177 pg2604 20250915 4500.00 ... 4499.00 4467.00 PG
178 pg2605 20250915 4382.00 ... 4411.00 4383.00 PG
179 pg2606 20250915 4343.00 ... 4345.00 4305.00 PG
180 pg2607 20250915 4286.00 ... 4285.00 4251.00 PG
181 pg2608 20250915 4225.00 ... 4225.00 4187.00 PG
182 pp2510 20250915 6845.00 ... 6848.00 6818.00 PP
183 pp2511 20250915 6881.00 ... 6882.00 6852.00 PP
184 pp2512 20250915 6912.00 ... 6918.00 6884.00 PP
185 pp2601 20250915 6933.00 ... 6946.00 6910.00 PP
186 pp2602 20250915 6916.00 ... 6928.00 6891.00 PP
187 pp2603 20250915 6892.00 ... 6933.00 6880.00 PP
188 pp2604 20250915 6923.00 ... 6949.00 6908.00 PP
189 pp2605 20250915 6964.00 ... 6969.00 6932.00 PP
190 pp2606 20250915 6903.00 ... 6940.00 6903.00 PP
191 pp2607 20250915 6899.00 ... 6925.00 6887.00 PP
192 pp2608 20250915 6916.00 ... 6894.00 6892.00 PP
193 pp2609 20250915 6944.00 ... 6958.00 6892.00 PP
194 rr2510 20250915 3599.00 ... 3593.00 3591.00 RR
195 rr2511 20250915 3602.00 ... 3600.00 3599.00 RR
196 rr2512 20250915 3600.00 ... 3601.00 3602.00 RR
197 rr2601 20250915 3614.00 ... 3622.00 3614.00 RR
198 rr2602 20250915 3606.00 ... 3606.00 3601.00 RR
199 rr2603 20250915 3609.00 ... 3613.00 3608.00 RR
200 rr2604 20250915 0.00 ... 3617.00 3617.00 RR
201 rr2605 20250915 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250915 3610.00 ... 3597.00 3604.00 RR
203 rr2607 20250915 3625.00 ... 3609.00 3625.00 RR
204 rr2608 20250915 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250915 0.00 ... 3614.00 3614.00 RR
206 v2510 20250915 4782.00 ... 4791.00 4763.00 V
207 v2511 20250915 4814.00 ... 4824.00 4794.00 V
208 v2512 20250915 4847.00 ... 4870.00 4829.00 V
209 v2601 20250915 4883.00 ... 4898.00 4871.00 V
210 v2602 20250915 4923.00 ... 4940.00 4914.00 V
211 v2603 20250915 4956.00 ... 4965.00 4950.00 V
212 v2604 20250915 5153.00 ... 5178.00 5135.00 V
213 v2605 20250915 5200.00 ... 5196.00 5172.00 V
214 v2606 20250915 5226.00 ... 5228.00 5196.00 V
215 v2607 20250915 5250.00 ... 5261.00 5236.00 V
216 v2608 20250915 5287.00 ... 5291.00 5265.00 V
217 v2609 20250915 5272.00 ... 5312.00 5265.00 V
218 y2511 20250915 8378.00 ... 8384.00 8368.00 Y
219 y2512 20250915 8386.00 ... 8404.00 8386.00 Y
220 y2601 20250915 8350.00 ... 8356.00 8336.00 Y
221 y2603 20250915 8252.00 ... 8274.00 8252.00 Y
222 y2605 20250915 8056.00 ... 8056.00 8030.00 Y
223 y2607 20250915 7990.00 ... 8010.00 8000.00 Y
224 y2608 20250915 8006.00 ... 8016.00 7984.00 Y
225 y2609 20250915 7982.00 ... 7998.00 7984.00 Y
[226 rows x 12 columns]
2025-09-17 18:26:30,934 - future_1d - INFO - ak.get_dce_daily('2025-09-15') done
2025-09-17 18:26:32,683 - future_1d - INFO - save future_daily 2025-09-15 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250916 7140.000 ... 7162.000 7125.800 IC
1 IC2510 20250916 7072.000 ... 7103.600 7062.800 IC
2 IC2512 20250916 6971.000 ... 6994.200 6951.400 IC
3 IC2603 20250916 6817.800 ... 6836.200 6791.200 IC
4 IF2509 20250916 4542.000 ... 4517.000 4528.000 IF
5 IF2510 20250916 4531.600 ... 4507.000 4518.800 IF
6 IF2512 20250916 4510.000 ... 4486.600 4496.400 IF
7 IF2603 20250916 4481.800 ... 4462.600 4470.800 IF
8 IH2509 20250916 2968.200 ... 2950.400 2961.200 IH
9 IH2510 20250916 2970.000 ... 2949.400 2960.800 IH
10 IH2512 20250916 2969.000 ... 2950.800 2962.400 IH
11 IH2603 20250916 2971.000 ... 2954.600 2964.200 IH
12 IM2509 20250916 7391.000 ... 7454.000 7386.400 IM
13 IM2510 20250916 7311.400 ... 7384.200 7317.000 IM
14 IM2512 20250916 7172.200 ... 7232.200 7161.400 IM
15 IM2603 20250916 6960.000 ... 7026.800 6951.200 IM
16 T2512 20250916 107.680 ... 108.010 107.840 T
17 T2603 20250916 107.385 ... 107.685 107.525 T
18 T2606 20250916 107.215 ... 107.515 107.345 T
19 TF2512 20250916 105.600 ... 105.780 105.660 TF
20 TF2603 20250916 105.465 ... 105.650 105.540 TF
21 TF2606 20250916 105.360 ... 105.535 105.435 TF
22 TL2512 20250916 114.870 ... 115.520 115.480 TL
23 TL2603 20250916 114.640 ... 115.180 115.180 TL
24 TL2606 20250916 114.500 ... 115.120 115.100 TL
25 TS2512 20250916 102.360 ... 102.410 102.368 TS
26 TS2603 20250916 102.310 ... 102.346 102.312 TS
27 TS2606 20250916 102.270 ... 102.302 102.280 TS
[28 rows x 12 columns]
2025-09-17 18:26:39,943 - future_1d - INFO - ak.get_cffex_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 SC2510 20250916 488.3 ... 492.1 488 SC
1 SC2511 20250916 489.1 ... 493.5 488.5 SC
2 SC2512 20250916 487.1 ... 491.1 487.6 SC
3 SC2601 20250916 487.1 ... 490.1 487.5 SC
4 SC2602 20250916 485.8 ... 488 487 SC
5 SC2603 20250916 485.2 ... 487.7 486.6 SC
6 SC2604 20250916 485.3 ... 486.4 485.9 SC
7 SC2605 20250916 486.9 ... 486.3 485.9 SC
8 SC2606 20250916 484.3 ... 485.6 485.8 SC
9 SC2607 20250916 484.9 ... 485.7 486.1 SC
10 SC2608 20250916 484.5 ... 484.2 482.4 SC
11 SC2609 20250916 482.5 ... 481.9 481.8 SC
12 SC2612 20250916 478.9 ... 479.8 475.4 SC
13 SC2703 20250916 ... 474.6 474.6 SC
14 SC2706 20250916 ... 474.7 474.7 SC
15 SC2709 20250916 ... 473.2 473.2 SC
16 SC2712 20250916 ... 472.1 472.1 SC
17 SC2803 20250916 473.6 ... 473.6 471.1 SC
18 SC2806 20250916 470.5 ... 471.1 466.7 SC
19 SC2809 20250916 ... 469 469 SC
21 LU2510 20250916 3350 ... 3370 3332 LU
22 LU2511 20250916 3378 ... 3396 3353 LU
23 LU2512 20250916 3356 ... 3377 3346 LU
24 LU2601 20250916 3352 ... 3369 3343 LU
25 LU2602 20250916 3349 ... 3354 3333 LU
26 LU2603 20250916 3346 ... 3350 3328 LU
27 LU2604 20250916 3350 ... 3349 3323 LU
28 LU2605 20250916 3341 ... 3341 3318 LU
29 LU2606 20250916 3343 ... 3348 3317 LU
30 LU2607 20250916 3346 ... 3342 3312 LU
31 LU2608 20250916 3335 ... 3343 3320 LU
32 LU2609 20250916 3323 ... 3336 3308 LU
34 NR2510 20250916 12675 ... 12640 12555 NR
35 NR2511 20250916 12705 ... 12690 12595 NR
36 NR2512 20250916 12745 ... 12725 12645 NR
37 NR2601 20250916 12765 ... 12755 12665 NR
38 NR2602 20250916 12775 ... 12785 12700 NR
39 NR2603 20250916 12770 ... 12780 12690 NR
40 NR2604 20250916 12795 ... 12795 12710 NR
41 NR2605 20250916 ... 12825 12740 NR
42 NR2606 20250916 ... 12635 12635 NR
43 NR2607 20250916 ... 12655 12650 NR
44 NR2608 20250916 ... 12685 12685 NR
45 NR2609 20250916 ... 12685 12685 NR
47 BC2510 20250916 71730 ... 72020 71780 BC
48 BC2511 20250916 71930 ... 72070 71830 BC
49 BC2512 20250916 72320 ... 72120 71910 BC
50 BC2601 20250916 ... 72000 72000 BC
51 BC2602 20250916 ... 71650 71650 BC
52 BC2603 20250916 71570 ... 71950 72000 BC
53 BC2604 20250916 ... 71550 71550 BC
54 BC2605 20250916 ... 71550 71550 BC
55 BC2606 20250916 ... 71500 71500 BC
56 BC2607 20250916 ... 71560 71560 BC
57 BC2608 20250916 ... 71550 71550 BC
58 BC2609 20250916 ... 71550 71550 BC
60 EC2510 20250916 1178 ... 1189.6 1170.9 EC
61 EC2512 20250916 1675.1 ... 1710.7 1640.3 EC
62 EC2602 20250916 1538.7 ... 1583.1 1521 EC
63 EC2604 20250916 1261 ... 1283.3 1250.1 EC
64 EC2606 20250916 1445.3 ... 1459 1425.3 EC
65 EC2608 20250916 1624 ... 1622 1596.5 EC
68 SC_TAS2510 20250916 ... SC_TAS
69 SC_TAS2511 20250916 ... SC_TAS
70 SC_TAS2512 20250916 ... SC_TAS
71 SC_TAS2601 20250916 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 18:26:40,018 - future_1d - INFO - ak.get_ine_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 PS2510 20250916 54525.0 ... 54925.0 53505.0 PS
1 PS2511 20250916 55600.0 ... 54630.0 53400.0 PS
2 PS2512 20250916 57990.0 ... 57220.0 55890.0 PS
3 PS2601 20250916 57100.0 ... 57135.0 55780.0 PS
4 PS2602 20250916 57880.0 ... 57140.0 55835.0 PS
5 PS2603 20250916 57885.0 ... 57205.0 55620.0 PS
6 PS2604 20250916 57915.0 ... 57330.0 55840.0 PS
7 PS2605 20250916 57085.0 ... 57310.0 55975.0 PS
8 PS2606 20250916 59000.0 ... 59625.0 58160.0 PS
9 PS2607 20250916 59810.0 ... 59850.0 58285.0 PS
10 PS2608 20250916 59100.0 ... 59695.0 58340.0 PS
11 PS2609 20250916 60425.0 ... 59740.0 57875.0 PS
13 SI2510 20250916 8905.0 ... 8950.0 8755.0 SI
14 SI2511 20250916 9000.0 ... 8970.0 8840.0 SI
15 SI2512 20250916 9500.0 ... 9360.0 9215.0 SI
16 SI2601 20250916 9350.0 ... 9350.0 9205.0 SI
17 SI2602 20250916 9285.0 ... 9385.0 9175.0 SI
18 SI2603 20250916 9340.0 ... 9355.0 9215.0 SI
19 SI2604 20250916 9360.0 ... 9360.0 9215.0 SI
20 SI2605 20250916 9365.0 ... 9370.0 9220.0 SI
21 SI2606 20250916 9385.0 ... 9350.0 9220.0 SI
22 SI2607 20250916 9390.0 ... 9355.0 9260.0 SI
23 SI2608 20250916 9520.0 ... 9380.0 9290.0 SI
24 SI2609 20250916 9440.0 ... 9345.0 9245.0 SI
27 LC2510 20250916 74000.0 ... 73500.0 72160.0 LC
28 LC2511 20250916 73900.0 ... 73620.0 72240.0 LC
29 LC2512 20250916 74440.0 ... 73920.0 72420.0 LC
30 LC2601 20250916 74500.0 ... 73800.0 72420.0 LC
31 LC2602 20250916 74580.0 ... 73720.0 72480.0 LC
32 LC2603 20250916 74500.0 ... 73660.0 72340.0 LC
33 LC2604 20250916 74560.0 ... 74280.0 72720.0 LC
34 LC2605 20250916 74100.0 ... 74240.0 72780.0 LC
35 LC2606 20250916 74860.0 ... 74280.0 72540.0 LC
36 LC2607 20250916 74000.0 ... 73980.0 72520.0 LC
37 LC2608 20250916 74060.0 ... 73740.0 72540.0 LC
38 LC2609 20250916 73920.0 ... 73900.0 72440.0 LC
[36 rows x 12 columns]
2025-09-17 18:26:40,138 - future_1d - INFO - ak.get_gfex_daily('2025-09-16') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250916 8431.0 8450.0 ... 47638.33 8421.0 8404.0 AP
1 AP511 20250916 8252.0 8252.0 ... 4879.68 8201.0 8213.0 AP
2 AP512 20250916 8223.0 8228.0 ... 1025.60 8205.0 8231.0 AP
3 AP601 20250916 8336.0 8336.0 ... 426432.76 8271.0 8310.0 AP
4 AP603 20250916 8176.0 8195.0 ... 416.21 8161.0 8220.0 AP
5 AP604 20250916 8165.0 8175.0 ... 73.50 8167.0 8215.0 AP
6 AP605 20250916 8261.0 8267.0 ... 2327.63 8225.0 8266.0 AP
7 CF511 20250916 13735.0 13805.0 ... 237565.10 13755.0 13740.0 CF
8 CF601 20250916 13875.0 13950.0 ... 1422412.34 13900.0 13885.0 CF
9 CF603 20250916 13835.0 13915.0 ... 1664.41 13870.0 13845.0 CF
10 CF605 20250916 13845.0 13910.0 ... 111549.27 13860.0 13850.0 CF
11 CF607 20250916 13845.0 13915.0 ... 1431.06 13895.0 13865.0 CF
12 CF609 20250916 13975.0 14060.0 ... 175.44 14035.0 13975.0 CF
13 CJ512 20250916 10855.0 10920.0 ... 3226.79 10790.0 10865.0 CJ
14 CJ601 20250916 10900.0 10950.0 ... 675279.37 10830.0 10905.0 CJ
15 CJ603 20250916 10935.0 10985.0 ... 10832.01 10860.0 10960.0 CJ
16 CJ605 20250916 11030.0 11080.0 ... 123247.95 10960.0 11040.0 CJ
17 CJ607 20250916 11180.0 11210.0 ... 1926.72 11105.0 11180.0 CJ
18 CJ609 20250916 11355.0 11400.0 ... 495.11 11250.0 11385.0 CJ
19 CY510 20250916 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250916 19855.0 20070.0 ... 120659.98 19965.0 19890.0 CY
21 CY512 20250916 19405.0 19405.0 ... 9.70 19405.0 19635.0 CY
22 CY601 20250916 19930.0 20020.0 ... 3157.64 19985.0 19910.0 CY
23 CY602 20250916 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250916 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250916 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250916 20195.0 20195.0 ... 20.17 20170.0 20065.0 CY
27 CY606 20250916 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250916 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250916 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250916 20940.0 20940.0 ... 30.81 20540.0 20160.0 CY
31 FG510 20250916 1100.0 1120.0 ... 28626.35 1109.0 1084.0 FG
32 FG511 20250916 1108.0 1127.0 ... 232450.33 1117.0 1092.0 FG
33 FG512 20250916 1220.0 1245.0 ... 116419.79 1234.0 1197.0 FG
34 FG601 20250916 1222.0 1249.0 ... 6281365.12 1236.0 1193.0 FG
35 FG602 20250916 1268.0 1296.0 ... 52701.41 1285.0 1239.0 FG
36 FG603 20250916 1270.0 1299.0 ... 2992.31 1290.0 1247.0 FG
37 FG604 20250916 1318.0 1347.0 ... 818.41 1337.0 1300.0 FG
38 FG605 20250916 1318.0 1347.0 ... 137737.04 1336.0 1296.0 FG
39 FG606 20250916 1348.0 1376.0 ... 1109.80 1367.0 1329.0 FG
40 FG607 20250916 1345.0 1370.0 ... 2596.69 1361.0 1324.0 FG
41 FG608 20250916 1359.0 1394.0 ... 2231.84 1385.0 1349.0 FG
42 FG609 20250916 1351.0 1393.0 ... 4226.76 1382.0 1341.0 FG
43 JR511 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250916 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250916 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250916 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250916 2297.0 2313.0 ... 13087.24 2298.0 2290.0 MA
52 MA511 20250916 2329.0 2342.0 ... 156365.92 2331.0 2318.0 MA
53 MA512 20250916 2372.0 2384.0 ... 96924.29 2376.0 2357.0 MA
54 MA601 20250916 2398.0 2408.0 ... 1248841.43 2394.0 2386.0 MA
55 MA602 20250916 2408.0 2423.0 ... 31872.10 2414.0 2394.0 MA
56 MA603 20250916 2425.0 2437.0 ... 315.69 2428.0 2411.0 MA
57 MA604 20250916 2428.0 2437.0 ... 58.39 2433.0 2401.0 MA
58 MA605 20250916 2407.0 2424.0 ... 82466.24 2412.0 2394.0 MA
59 MA606 20250916 2422.0 2423.0 ... 12.11 2422.0 2417.0 MA
60 MA607 20250916 2401.0 2409.0 ... 100.76 2399.0 2386.0 MA
61 MA608 20250916 2397.0 2402.0 ... 11.97 2394.0 2381.0 MA
62 MA609 20250916 2371.0 2396.0 ... 1193.43 2382.0 2371.0 MA
63 OI511 20250916 10096.0 10230.0 ... 559308.68 10154.0 10049.0 OI
64 OI601 20250916 9918.0 10063.0 ... 3499778.27 9981.0 9877.0 OI
65 OI603 20250916 9707.0 9828.0 ... 6705.93 9733.0 9697.0 OI
66 OI605 20250916 9517.0 9604.0 ... 224491.13 9516.0 9517.0 OI
67 OI607 20250916 9467.0 9559.0 ... 5254.93 9468.0 9478.0 OI
68 OI609 20250916 9438.0 9532.0 ... 3192.58 9446.0 9456.0 OI
69 PF510 20250916 6344.0 6408.0 ... 14417.59 6378.0 6366.0 PF
70 PF511 20250916 6340.0 6406.0 ... 643537.61 6380.0 6362.0 PF
71 PF512 20250916 6322.0 6384.0 ... 388107.66 6364.0 6340.0 PF
72 PF601 20250916 6374.0 6424.0 ... 28244.74 6400.0 6382.0 PF
73 PF602 20250916 6378.0 6430.0 ... 60187.29 6406.0 6390.0 PF
74 PF603 20250916 6392.0 6434.0 ... 51.36 6420.0 6394.0 PF
75 PF604 20250916 6428.0 6476.0 ... 25.81 6454.0 6444.0 PF
76 PF605 20250916 6474.0 6474.0 ... 9.69 6458.0 6460.0 PF
77 PF606 20250916 0.0 0.0 ... 0.00 6480.0 6480.0 PF
78 PF607 20250916 0.0 0.0 ... 0.00 6502.0 6502.0 PF
79 PF608 20250916 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250916 6580.0 6580.0 ... 6.58 6580.0 6504.0 PF
81 PK510 20250916 7808.0 7826.0 ... 20245.18 7800.0 7808.0 PK
82 PK511 20250916 7720.0 7812.0 ... 572845.33 7766.0 7752.0 PK
83 PK512 20250916 7762.0 7838.0 ... 190587.58 7798.0 7770.0 PK
84 PK601 20250916 7790.0 7840.0 ... 74875.55 7820.0 7798.0 PK
85 PK603 20250916 7828.0 7864.0 ... 188.23 7844.0 7834.0 PK
86 PK604 20250916 7856.0 7870.0 ... 35.38 7862.0 7846.0 PK
87 PK605 20250916 7854.0 7882.0 ... 5056.75 7864.0 7852.0 PK
88 PL601 20250916 6441.0 6483.0 ... 36887.25 6458.0 6434.0 PL
89 PL602 20250916 6498.0 6510.0 ... 181.48 6482.0 6457.0 PL
90 PL603 20250916 0.0 0.0 ... 0.00 6498.0 6498.0 PL
91 PL604 20250916 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250916 6419.0 6435.0 ... 38.57 6428.0 6397.0 PL
93 PL606 20250916 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250916 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250916 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250916 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250916 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250916 5844.0 5890.0 ... 2507.76 5866.0 5844.0 PR
104 PR511 20250916 5824.0 5888.0 ... 300113.97 5860.0 5838.0 PR
105 PR512 20250916 5840.0 5892.0 ... 196645.47 5866.0 5846.0 PR
106 PR601 20250916 5836.0 5888.0 ... 85588.42 5860.0 5844.0 PR
107 PR602 20250916 5880.0 5914.0 ... 159.20 5896.0 5880.0 PR
108 PR603 20250916 5890.0 5924.0 ... 115.18 5908.0 5874.0 PR
109 PR604 20250916 0.0 0.0 ... 0.00 5896.0 5890.0 PR
110 PR605 20250916 0.0 0.0 ... 0.00 5904.0 5904.0 PR
111 PR606 20250916 0.0 0.0 ... 0.00 5936.0 5920.0 PR
112 PR607 20250916 0.0 0.0 ... 0.00 5944.0 5936.0 PR
113 PR608 20250916 0.0 0.0 ... 0.00 5946.0 5934.0 PR
114 PR609 20250916 0.0 0.0 ... 0.00 5924.0 5920.0 PR
115 PX510 20250916 6802.0 6830.0 ... 9955.59 6804.0 6788.0 PX
116 PX511 20250916 6758.0 6832.0 ... 588431.51 6788.0 6762.0 PX
117 PX512 20250916 6732.0 6802.0 ... 184748.39 6758.0 6732.0 PX
118 PX601 20250916 6708.0 6770.0 ... 160816.95 6734.0 6712.0 PX
119 PX602 20250916 6702.0 6764.0 ... 33250.17 6728.0 6700.0 PX
120 PX603 20250916 6742.0 6742.0 ... 3.37 6742.0 6690.0 PX
121 PX604 20250916 6760.0 6760.0 ... 3.38 6760.0 6714.0 PX
122 PX605 20250916 6698.0 6750.0 ... 177.90 6714.0 6698.0 PX
123 PX606 20250916 0.0 0.0 ... 0.00 6698.0 6684.0 PX
124 PX607 20250916 6736.0 6736.0 ... 84.20 6736.0 6736.0 PX
125 PX608 20250916 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250916 6722.0 6722.0 ... 3.36 6722.0 6744.0 PX
127 RI511 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250916 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250916 2512.0 2545.0 ... 17263.52 2531.0 2516.0 RM
134 RM601 20250916 2504.0 2533.0 ... 714729.48 2517.0 2509.0 RM
135 RM603 20250916 2415.0 2433.0 ... 6123.34 2423.0 2417.0 RM
136 RM605 20250916 2394.0 2408.0 ... 95398.24 2400.0 2399.0 RM
137 RM607 20250916 2380.0 2393.0 ... 9153.32 2385.0 2384.0 RM
138 RM608 20250916 2478.0 2490.0 ... 484.36 2484.0 2484.0 RM
139 RM609 20250916 2468.0 2476.0 ... 575.67 2471.0 2472.0 RM
140 RS511 20250916 5303.0 5330.0 ... 47.75 5306.0 5253.0 RS
141 RS607 20250916 5581.0 5640.0 ... 111.09 5555.0 5546.0 RS
142 RS608 20250916 5586.0 5586.0 ... 133.35 5556.0 5563.0 RS
143 RS609 20250916 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250916 1226.0 1257.0 ... 28596.58 1244.0 1209.0 SA
145 SA511 20250916 1238.0 1270.0 ... 498157.01 1258.0 1224.0 SA
146 SA512 20250916 1305.0 1338.0 ... 318681.85 1324.0 1287.0 SA
147 SA601 20250916 1320.0 1352.0 ... 5275792.91 1337.0 1298.0 SA
148 SA602 20250916 1340.0 1379.0 ... 115822.53 1366.0 1327.0 SA
149 SA603 20250916 1345.0 1384.0 ... 5821.64 1369.0 1332.0 SA
150 SA604 20250916 1382.0 1422.0 ... 2327.09 1409.0 1372.0 SA
151 SA605 20250916 1385.0 1427.0 ... 215884.11 1415.0 1375.0 SA
152 SA606 20250916 1405.0 1433.0 ... 1656.73 1418.0 1389.0 SA
153 SA607 20250916 1397.0 1435.0 ... 3919.79 1420.0 1392.0 SA
154 SA608 20250916 1410.0 1450.0 ... 4517.40 1426.0 1408.0 SA
155 SA609 20250916 1416.0 1458.0 ... 11335.41 1443.0 1411.0 SA
156 SF510 20250916 5572.0 5604.0 ... 13665.49 5572.0 5488.0 SF
157 SF511 20250916 5764.0 5794.0 ... 606574.67 5752.0 5660.0 SF
158 SF512 20250916 5722.0 5754.0 ... 135265.68 5724.0 5622.0 SF
159 SF601 20250916 5722.0 5750.0 ... 229624.81 5716.0 5628.0 SF
160 SF602 20250916 5672.0 5706.0 ... 35318.60 5670.0 5586.0 SF
161 SF603 20250916 5864.0 5874.0 ... 38.06 5856.0 5760.0 SF
162 SF604 20250916 5854.0 5862.0 ... 32.17 5850.0 5726.0 SF
163 SF605 20250916 5820.0 5858.0 ... 3726.56 5824.0 5730.0 SF
164 SF606 20250916 5762.0 5820.0 ... 72.29 5784.0 5696.0 SF
165 SF607 20250916 5900.0 5952.0 ... 100.96 5940.0 5856.0 SF
166 SF608 20250916 5878.0 5908.0 ... 41.25 5894.0 5790.0 SF
167 SF609 20250916 5884.0 5910.0 ... 35.37 5896.0 5788.0 SF
168 SH510 20250916 2492.0 2529.0 ... 35619.56 2506.0 2511.0 SH
169 SH511 20250916 2523.0 2557.0 ... 607466.03 2535.0 2528.0 SH
170 SH512 20250916 2571.0 2602.0 ... 252676.23 2584.0 2561.0 SH
171 SH601 20250916 2576.0 2612.0 ... 2665136.55 2592.0 2566.0 SH
172 SH602 20250916 2599.0 2633.0 ... 125925.89 2614.0 2584.0 SH
173 SH603 20250916 2616.0 2651.0 ... 4414.34 2637.0 2603.0 SH
174 SH604 20250916 2663.0 2696.0 ... 337.72 2680.0 2649.0 SH
175 SH605 20250916 2656.0 2707.0 ... 24698.88 2689.0 2653.0 SH
176 SH606 20250916 2700.0 2715.0 ... 113.69 2707.0 2661.0 SH
177 SH607 20250916 2701.0 2705.0 ... 89.08 2699.0 2666.0 SH
178 SH608 20250916 2710.0 2710.0 ... 24.32 2702.0 2672.0 SH
179 SH609 20250916 2686.0 2716.0 ... 348.43 2701.0 2666.0 SH
180 SM510 20250916 5840.0 5884.0 ... 23489.15 5850.0 5792.0 SM
181 SM511 20250916 5934.0 5974.0 ... 506627.48 5940.0 5864.0 SM
182 SM512 20250916 5932.0 5982.0 ... 101306.79 5948.0 5880.0 SM
183 SM601 20250916 5950.0 5996.0 ... 656513.97 5962.0 5884.0 SM
184 SM602 20250916 5966.0 5994.0 ... 364998.35 5960.0 5876.0 SM
185 SM603 20250916 5970.0 6006.0 ... 337.32 5970.0 5900.0 SM
186 SM604 20250916 5984.0 5992.0 ... 8.98 5990.0 5926.0 SM
187 SM605 20250916 5990.0 6026.0 ... 14076.30 6000.0 5918.0 SM
188 SM606 20250916 6004.0 6018.0 ... 62.84 5986.0 5930.0 SM
189 SM607 20250916 5990.0 6032.0 ... 132.25 6012.0 5934.0 SM
190 SM608 20250916 6010.0 6042.0 ... 63.31 6030.0 5956.0 SM
191 SM609 20250916 6054.0 6062.0 ... 255.39 6010.0 5980.0 SM
192 SR511 20250916 5553.0 5572.0 ... 124230.82 5549.0 5546.0 SR
193 SR601 20250916 5557.0 5572.0 ... 1012615.35 5555.0 5545.0 SR
194 SR603 20250916 5537.0 5559.0 ... 2405.65 5543.0 5532.0 SR
195 SR605 20250916 5530.0 5548.0 ... 53655.44 5532.0 5521.0 SR
196 SR607 20250916 5530.0 5542.0 ... 2538.15 5530.0 5518.0 SR
197 SR609 20250916 5538.0 5555.0 ... 2782.47 5543.0 5530.0 SR
198 TA510 20250916 4646.0 4684.0 ... 33683.31 4662.0 4652.0 TA
199 TA511 20250916 4654.0 4700.0 ... 367365.00 4676.0 4664.0 TA
200 TA512 20250916 4668.0 4712.0 ... 190297.82 4692.0 4676.0 TA
201 TA601 20250916 4674.0 4716.0 ... 1501777.37 4692.0 4684.0 TA
202 TA602 20250916 4690.0 4726.0 ... 18753.38 4704.0 4694.0 TA
203 TA603 20250916 4726.0 4738.0 ... 40.07 4714.0 4708.0 TA
204 TA604 20250916 4736.0 4736.0 ... 51.90 4718.0 4712.0 TA
205 TA605 20250916 4716.0 4756.0 ... 49832.20 4732.0 4718.0 TA
206 TA606 20250916 4750.0 4750.0 ... 2.38 4750.0 4722.0 TA
207 TA607 20250916 4756.0 4770.0 ... 14.28 4760.0 4732.0 TA
208 TA608 20250916 4756.0 4778.0 ... 11.92 4770.0 4766.0 TA
209 TA609 20250916 4770.0 4792.0 ... 54.94 4778.0 4732.0 TA
210 UR510 20250916 1608.0 1608.0 ... 3982.44 1597.0 1596.0 UR
211 UR511 20250916 1683.0 1688.0 ... 52944.57 1672.0 1664.0 UR
212 UR512 20250916 1689.0 1696.0 ... 13165.23 1683.0 1675.0 UR
213 UR601 20250916 1700.0 1704.0 ... 437831.60 1691.0 1679.0 UR
214 UR602 20250916 1693.0 1706.0 ... 369.61 1695.0 1684.0 UR
215 UR603 20250916 1744.0 1744.0 ... 76.45 1737.0 1728.0 UR
216 UR604 20250916 1738.0 1738.0 ... 24.31 1736.0 1726.0 UR
217 UR605 20250916 1746.0 1750.0 ... 14370.06 1740.0 1729.0 UR
218 UR606 20250916 1745.0 1745.0 ... 166.89 1738.0 1729.0 UR
219 UR607 20250916 1770.0 1775.0 ... 183.87 1768.0 1762.0 UR
220 UR608 20250916 1766.0 1768.0 ... 45.86 1764.0 1758.0 UR
221 UR609 20250916 1769.0 1770.0 ... 228.61 1759.0 1751.0 UR
222 WH511 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250916 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250916 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 18:26:40,495 - future_1d - INFO - ak.get_czce_daily('2025-09-16') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250916 ... 81090 80830 CU
1 1 CU2511 20250916 ... 81090 80830 CU
2 2 CU2512 20250916 ... 81090 80810 CU
3 3 CU2601 20250916 ... 81150 80800 CU
4 4 CU2602 20250916 ... 81190 80770 CU
5 5 CU2603 20250916 ... 81130 80760 CU
6 6 CU2604 20250916 ... 81120 80810 CU
7 7 CU2605 20250916 ... 80980 80830 CU
8 8 CU2606 20250916 ... 81080 80810 CU
9 9 CU2607 20250916 ... 81060 80760 CU
10 10 CU2608 20250916 ... 81100 80850 CU
11 11 CU2609 20250916 ... 81100 80850 CU
12 12 BC2510 20250916 ... 72020 71780 BC
13 13 BC2511 20250916 ... 72070 71830 BC
14 14 BC2512 20250916 ... 72120 71910 BC
15 15 BC2601 20250916 ... 72000 72000 BC
16 16 BC2602 20250916 ... 71650 71650 BC
17 17 BC2603 20250916 ... 71950 72000 BC
18 18 BC2604 20250916 ... 71550 71550 BC
19 19 BC2605 20250916 ... 71550 71550 BC
20 20 BC2606 20250916 ... 71500 71500 BC
21 21 BC2607 20250916 ... 71560 71560 BC
22 22 BC2608 20250916 ... 71550 71550 BC
23 23 BC2609 20250916 ... 71550 71550 BC
24 24 AL2510 20250916 ... 20990 21045 AL
25 25 AL2511 20250916 ... 21010 21045 AL
26 26 AL2512 20250916 ... 20985 21015 AL
27 27 AL2601 20250916 ... 20960 20985 AL
28 28 AL2602 20250916 ... 20965 20970 AL
29 29 AL2603 20250916 ... 20990 20980 AL
30 30 AL2604 20250916 ... 21015 21000 AL
31 31 AL2605 20250916 ... 21040 21005 AL
32 32 AL2606 20250916 ... 21005 21015 AL
33 33 AL2607 20250916 ... 21035 20990 AL
34 34 AL2608 20250916 ... 20965 20985 AL
35 35 AL2609 20250916 ... 20985 20985 AL
36 36 ZN2510 20250916 ... 22300 22305 ZN
37 37 ZN2511 20250916 ... 22315 22320 ZN
38 38 ZN2512 20250916 ... 22330 22335 ZN
39 39 ZN2601 20250916 ... 22360 22345 ZN
40 40 ZN2602 20250916 ... 22370 22360 ZN
41 41 ZN2603 20250916 ... 22370 22375 ZN
42 42 ZN2604 20250916 ... 22420 22400 ZN
43 43 ZN2605 20250916 ... 22430 22405 ZN
44 44 ZN2606 20250916 ... 22490 22420 ZN
45 45 ZN2607 20250916 ... 22460 22420 ZN
46 46 ZN2608 20250916 ... 22480 22440 ZN
47 47 ZN2609 20250916 ... 22450 22440 ZN
48 48 PB2510 20250916 ... 17080 17120 PB
49 49 PB2511 20250916 ... 17100 17140 PB
50 50 PB2512 20250916 ... 17105 17155 PB
51 51 PB2601 20250916 ... 17115 17155 PB
52 52 PB2602 20250916 ... 17120 17180 PB
53 53 PB2603 20250916 ... 17130 17190 PB
54 54 PB2604 20250916 ... 17205 17205 PB
55 55 PB2605 20250916 ... 17170 17175 PB
56 56 PB2606 20250916 ... 17105 17105 PB
57 57 PB2607 20250916 ... 17155 17155 PB
58 58 PB2608 20250916 ... 17165 17210 PB
59 59 PB2609 20250916 ... 17165 17210 PB
60 60 NI2510 20250916 ... 122790 122170 NI
61 61 NI2511 20250916 ... 122930 122380 NI
62 62 NI2512 20250916 ... 123120 122580 NI
63 63 NI2601 20250916 ... 123300 122810 NI
64 64 NI2602 20250916 ... 123650 122970 NI
65 65 NI2603 20250916 ... 123590 123430 NI
66 66 NI2604 20250916 ... 123800 123800 NI
67 67 NI2605 20250916 ... 124130 123750 NI
68 68 NI2606 20250916 ... 124360 123960 NI
69 69 NI2607 20250916 ... 124590 124160 NI
70 70 NI2608 20250916 ... 125030 124390 NI
71 71 NI2609 20250916 ... 124490 124390 NI
72 72 SN2510 20250916 ... 272740 273890 SN
73 73 SN2511 20250916 ... 273020 273950 SN
74 74 SN2512 20250916 ... 273040 273810 SN
75 75 SN2601 20250916 ... 273310 274030 SN
76 76 SN2602 20250916 ... 273130 273700 SN
77 77 SN2603 20250916 ... 273430 274260 SN
78 78 SN2604 20250916 ... 273380 274510 SN
79 79 SN2605 20250916 ... 273620 274580 SN
80 80 SN2606 20250916 ... 274060 274940 SN
81 81 SN2607 20250916 ... 275180 275260 SN
82 82 SN2608 20250916 ... 275620 275630 SN
83 83 SN2609 20250916 ... 275630 275630 SN
84 84 AO2510 20250916 ... 2957 2907 AO
85 85 AO2511 20250916 ... 2964 2910 AO
86 86 AO2512 20250916 ... 2979 2918 AO
87 87 AO2601 20250916 ... 2989 2926 AO
88 88 AO2602 20250916 ... 2996 2935 AO
89 89 AO2603 20250916 ... 3052 3002 AO
90 90 AO2604 20250916 ... 3063 3009 AO
91 91 AO2605 20250916 ... 3066 3015 AO
92 92 AO2606 20250916 ... 3077 3021 AO
93 93 AO2607 20250916 ... 3084 3031 AO
94 94 AO2608 20250916 ... 3091 3035 AO
95 95 AO2609 20250916 ... 3107 3035 AO
96 96 AD2511 20250916 ... 20505 20580 AD
97 97 AD2512 20250916 ... 20525 20600 AD
98 98 AD2601 20250916 ... 20550 20630 AD
99 99 AD2602 20250916 ... 20540 20620 AD
100 100 AD2603 20250916 ... 20500 20475 AD
101 101 AD2604 20250916 ... 20485 20485 AD
102 102 AD2605 20250916 ... 20520 20520 AD
103 103 AD2606 20250916 ... 20455 20455 AD
104 104 AD2607 20250916 ... 20510 20445 AD
105 105 AD2608 20250916 ... 20515 20515 AD
106 106 AD2609 20250916 ... 20515 20515 AD
107 107 AU2510 20250916 ... 838.12 832.56 AU
108 108 AU2511 20250916 ... 839.4 833.64 AU
109 109 AU2512 20250916 ... 840.76 834.9 AU
110 110 AU2602 20250916 ... 843.2 837.12 AU
111 111 AU2604 20250916 ... 845.18 839.42 AU
112 112 AU2606 20250916 ... 847.54 841.46 AU
113 113 AU2608 20250916 ... 850.08 844.46 AU
114 114 AU2610 20250916 ... 852.26 844.46 AU
115 115 AG2510 20250916 ... 10084 10028 AG
116 116 AG2511 20250916 ... 10095 10038 AG
117 117 AG2512 20250916 ... 10111 10052 AG
118 118 AG2601 20250916 ... 10121 10064 AG
119 119 AG2602 20250916 ... 10131 10075 AG
120 120 AG2603 20250916 ... 10146 10083 AG
121 121 AG2604 20250916 ... 10143 10097 AG
122 122 AG2605 20250916 ... 10175 10115 AG
123 123 AG2606 20250916 ... 10188 10126 AG
124 124 AG2607 20250916 ... 10204 10144 AG
125 125 AG2608 20250916 ... 10214 10159 AG
126 126 AG2609 20250916 ... 10233 10159 AG
127 127 RB2510 20250916 ... 3070 3037 RB
128 128 RB2511 20250916 ... 3089 3055 RB
129 129 RB2512 20250916 ... 3134 3102 RB
130 130 RB2601 20250916 ... 3166 3127 RB
131 131 RB2602 20250916 ... 3176 3135 RB
132 132 RB2603 20250916 ... 3193 3157 RB
133 133 RB2604 20250916 ... 3221 3171 RB
134 134 RB2605 20250916 ... 3234 3192 RB
135 135 RB2606 20250916 ... 3248 3207 RB
136 136 RB2607 20250916 ... 3263 3227 RB
137 137 RB2608 20250916 ... 3269 3235 RB
138 138 RB2609 20250916 ... 3277 3235 RB
139 139 WR2510 20250916 ... 3306 3289 WR
140 140 WR2511 20250916 ... 3302 3302 WR
141 141 WR2512 20250916 ... 3324 3324 WR
142 142 WR2601 20250916 ... 3357 3350 WR
143 143 WR2602 20250916 ... 3358 3358 WR
144 144 WR2603 20250916 ... 3395 3338 WR
145 145 WR2604 20250916 ... 3389 3389 WR
146 146 WR2605 20250916 ... 3414 3414 WR
147 147 WR2606 20250916 ... 3372 3372 WR
148 148 WR2607 20250916 ... 3390 3390 WR
149 149 WR2608 20250916 ... 3399 3399 WR
150 150 WR2609 20250916 ... 3581 3399 WR
151 151 HC2510 20250916 ... 3431 3393 HC
152 152 HC2511 20250916 ... 3420 3379 HC
153 153 HC2512 20250916 ... 3409 3372 HC
154 154 HC2601 20250916 ... 3403 3360 HC
155 155 HC2602 20250916 ... 3407 3362 HC
156 156 HC2603 20250916 ... 3405 3363 HC
157 157 HC2604 20250916 ... 3407 3365 HC
158 158 HC2605 20250916 ... 3410 3364 HC
159 159 HC2606 20250916 ... 3414 3369 HC
160 160 HC2607 20250916 ... 3420 3371 HC
161 161 HC2608 20250916 ... 3423 3377 HC
162 162 HC2609 20250916 ... 3419 3377 HC
163 163 SS2510 20250916 ... 12955 12915 SS
164 164 SS2511 20250916 ... 13055 13005 SS
165 165 SS2512 20250916 ... 13090 13045 SS
166 166 SS2601 20250916 ... 13155 13115 SS
167 167 SS2602 20250916 ... 13220 13130 SS
168 168 SS2603 20250916 ... 13250 13205 SS
169 169 SS2604 20250916 ... 13325 13235 SS
170 170 SS2605 20250916 ... 13410 13365 SS
171 171 SS2606 20250916 ... 13435 13425 SS
172 172 SS2607 20250916 ... 13450 13505 SS
173 173 SS2608 20250916 ... 13575 13515 SS
174 174 SS2609 20250916 ... 13605 13515 SS
175 175 SC2510 20250916 ... 492.1 488 SC
176 176 SC2511 20250916 ... 493.5 488.5 SC
177 177 SC2512 20250916 ... 491.1 487.6 SC
178 178 SC2601 20250916 ... 490.1 487.5 SC
179 179 SC2602 20250916 ... 488 487 SC
180 180 SC2603 20250916 ... 487.7 486.6 SC
181 181 SC2604 20250916 ... 486.4 485.9 SC
182 182 SC2605 20250916 ... 486.3 485.9 SC
183 183 SC2606 20250916 ... 485.6 485.8 SC
184 184 SC2607 20250916 ... 485.7 486.1 SC
185 185 SC2608 20250916 ... 484.2 482.4 SC
186 186 SC2609 20250916 ... 481.9 481.8 SC
187 187 SC2612 20250916 ... 479.8 475.4 SC
188 188 SC2703 20250916 ... 474.6 474.6 SC
189 189 SC2706 20250916 ... 474.7 474.7 SC
190 190 SC2709 20250916 ... 473.2 473.2 SC
191 191 SC2712 20250916 ... 472.1 472.1 SC
192 192 SC2803 20250916 ... 473.6 471.1 SC
193 193 SC2806 20250916 ... 471.1 466.7 SC
194 194 SC2809 20250916 ... 469 469 SC
195 195 LU2510 20250916 ... 3370 3332 LU
196 196 LU2511 20250916 ... 3396 3353 LU
197 197 LU2512 20250916 ... 3377 3346 LU
198 198 LU2601 20250916 ... 3369 3343 LU
199 199 LU2602 20250916 ... 3354 3333 LU
200 200 LU2603 20250916 ... 3350 3328 LU
201 201 LU2604 20250916 ... 3349 3323 LU
202 202 LU2605 20250916 ... 3341 3318 LU
203 203 LU2606 20250916 ... 3348 3317 LU
204 204 LU2607 20250916 ... 3342 3312 LU
205 205 LU2608 20250916 ... 3343 3320 LU
206 206 LU2609 20250916 ... 3336 3308 LU
207 207 FU2510 20250916 ... 2829 2820 FU
208 208 FU2511 20250916 ... 2830 2818 FU
209 209 FU2512 20250916 ... 2815 2801 FU
210 210 FU2601 20250916 ... 2799 2787 FU
211 211 FU2602 20250916 ... 2781 2777 FU
212 212 FU2603 20250916 ... 2771 2764 FU
213 213 FU2604 20250916 ... 2767 2755 FU
214 214 FU2605 20250916 ... 2751 2744 FU
215 215 FU2606 20250916 ... 2744 2736 FU
216 216 FU2607 20250916 ... 2730 2722 FU
217 217 FU2608 20250916 ... 2723 2717 FU
218 218 FU2609 20250916 ... 2703 2695 FU
219 219 BU2510 20250916 ... 3437 3416 BU
220 220 BU2511 20250916 ... 3425 3398 BU
221 221 BU2512 20250916 ... 3384 3363 BU
222 222 BU2601 20250916 ... 3367 3344 BU
223 223 BU2602 20250916 ... 3366 3343 BU
224 224 BU2603 20250916 ... 3355 3347 BU
225 225 BU2604 20250916 ... 3340 3338 BU
226 226 BU2605 20250916 ... 3359 3344 BU
227 227 BU2606 20250916 ... 3358 3344 BU
228 228 BU2607 20250916 ... 3353 3339 BU
229 229 BU2608 20250916 ... 3350 3321 BU
230 230 BU2609 20250916 ... 3345 3331 BU
231 231 BU2612 20250916 ... 3308 3296 BU
232 232 BU2703 20250916 ... 3311 3307 BU
233 233 BU2706 20250916 ... 3319 3308 BU
234 234 BU2709 20250916 ... 3308 3308 BU
235 235 BR2510 20250916 ... 11710 11630 BR
236 236 BR2511 20250916 ... 11670 11590 BR
237 237 BR2512 20250916 ... 11660 11595 BR
238 238 BR2601 20250916 ... 11670 11600 BR
239 239 BR2602 20250916 ... 11635 11570 BR
240 240 BR2603 20250916 ... 11680 11585 BR
241 241 BR2604 20250916 ... 11690 11690 BR
242 242 BR2605 20250916 ... 11735 11675 BR
243 243 BR2606 20250916 ... 11775 11725 BR
244 244 BR2607 20250916 ... 11885 11845 BR
245 245 BR2608 20250916 ... 11900 11770 BR
246 246 BR2609 20250916 ... 11770 11770 BR
247 247 RU2510 20250916 ... 15105 14980 RU
248 248 RU2511 20250916 ... 15050 14935 RU
249 249 RU2601 20250916 ... 16000 15870 RU
250 250 RU2603 20250916 ... 15990 15905 RU
251 251 RU2604 20250916 ... 15990 15840 RU
252 252 RU2605 20250916 ... 15985 15845 RU
253 253 RU2606 20250916 ... 16005 15865 RU
254 254 RU2607 20250916 ... 15915 15870 RU
255 255 RU2608 20250916 ... 16055 16065 RU
256 256 RU2609 20250916 ... 16070 16065 RU
257 257 NR2510 20250916 ... 12640 12555 NR
258 258 NR2511 20250916 ... 12690 12595 NR
259 259 NR2512 20250916 ... 12725 12645 NR
260 260 NR2601 20250916 ... 12755 12665 NR
261 261 NR2602 20250916 ... 12785 12700 NR
262 262 NR2603 20250916 ... 12780 12690 NR
263 263 NR2604 20250916 ... 12795 12710 NR
264 264 NR2605 20250916 ... 12825 12740 NR
265 265 NR2606 20250916 ... 12635 12635 NR
266 266 NR2607 20250916 ... 12655 12650 NR
267 267 NR2608 20250916 ... 12685 12685 NR
268 268 NR2609 20250916 ... 12685 12685 NR
269 269 SP2510 20250916 ... 5048 4992 SP
270 270 SP2511 20250916 ... 5074 5024 SP
271 271 SP2512 20250916 ... 5088 5042 SP
272 272 SP2601 20250916 ... 5348 5308 SP
273 273 SP2602 20250916 ... 5334 5286 SP
274 274 SP2603 20250916 ... 5340 5300 SP
275 275 SP2604 20250916 ... 5344 5316 SP
276 276 SP2605 20250916 ... 5354 5314 SP
277 277 SP2606 20250916 ... 5360 5322 SP
278 278 SP2607 20250916 ... 5358 5332 SP
279 279 SP2608 20250916 ... 5358 5330 SP
280 280 SP2609 20250916 ... 5370 5330 SP
281 281 OP2601 20250916 ... 4258 4214 OP
282 282 OP2602 20250916 ... 4256 4214 OP
283 283 OP2603 20250916 ... 4284 4226 OP
284 284 OP2604 20250916 ... 4272 4250 OP
285 285 OP2605 20250916 ... 4286 4222 OP
286 286 OP2606 20250916 ... 4268 4216 OP
287 287 OP2607 20250916 ... 4276 4240 OP
288 288 OP2608 20250916 ... 4292 4256 OP
289 289 OP2609 20250916 ... 4256 4256 OP
290 290 EC2510 20250916 ... 1189.6 1170.9 EC
291 291 EC2512 20250916 ... 1710.7 1640.3 EC
292 292 EC2602 20250916 ... 1583.1 1521 EC
293 293 EC2604 20250916 ... 1283.3 1250.1 EC
294 294 EC2606 20250916 ... 1459 1425.3 EC
295 295 EC2608 20250916 ... 1622 1596.5 EC
296 297 SC_TAS2510 20250916 ... SC_TAS
297 298 SC_TAS2511 20250916 ... SC_TAS
298 299 SC_TAS2512 20250916 ... SC_TAS
299 300 SC_TAS2601 20250916 ... SC_TAS
[300 rows x 13 columns]
2025-09-17 18:26:40,585 - future_1d - INFO - ak.get_shfe_daily('2025-09-16') done
symbol date open ... settle pre_settle variety
0 a2511 20250916 3935.0 ... 3934.00 3942.00 A
1 a2601 20250916 3938.0 ... 3937.00 3941.00 A
2 a2603 20250916 3943.0 ... 3943.00 3943.00 A
3 a2605 20250916 3996.0 ... 3984.00 3993.00 A
4 a2607 20250916 3988.0 ... 3990.00 3992.00 A
5 a2609 20250916 4004.0 ... 3998.00 4017.00 A
6 b2510 20250916 3695.0 ... 3704.00 3700.00 B
7 b2511 20250916 3731.0 ... 3745.00 3737.00 B
8 b2512 20250916 3766.0 ... 3778.00 3769.00 B
9 b2601 20250916 3756.0 ... 3765.00 3758.00 B
10 b2602 20250916 3742.0 ... 3748.00 3737.00 B
11 b2603 20250916 3695.0 ... 3701.00 3696.00 B
12 b2604 20250916 3591.0 ... 3589.00 3581.00 B
13 b2605 20250916 3515.0 ... 3519.00 3514.00 B
14 b2606 20250916 3492.0 ... 3489.00 3482.00 B
15 b2607 20250916 3486.0 ... 3488.00 3482.00 B
16 b2608 20250916 3583.0 ... 3586.00 3581.00 B
17 b2609 20250916 3610.0 ... 3607.00 3610.00 B
18 bb2511 20250916 142.0 ... 142.25 142.05 BB
19 bb2601 20250916 147.3 ... 147.30 146.60 BB
20 bb2603 20250916 147.0 ... 146.90 146.80 BB
21 bb2605 20250916 0.0 ... 141.90 141.85 BB
22 bb2607 20250916 0.0 ... 146.70 146.65 BB
23 bb2609 20250916 0.0 ... 146.70 146.65 BB
24 bz2603 20250916 6025.0 ... 6078.00 6021.00 BZ
25 bz2604 20250916 6048.0 ... 6069.00 6007.00 BZ
26 bz2605 20250916 6072.0 ... 6072.00 6039.00 BZ
27 bz2606 20250916 0.0 ... 6008.00 6008.00 BZ
28 bz2607 20250916 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250916 0.0 ... 5955.00 5955.00 BZ
30 c2511 20250916 2167.0 ... 2169.00 2178.00 C
31 c2601 20250916 2156.0 ... 2158.00 2159.00 C
32 c2603 20250916 2172.0 ... 2173.00 2176.00 C
33 c2605 20250916 2227.0 ... 2231.00 2232.00 C
34 c2607 20250916 2242.0 ... 2246.00 2247.00 C
35 c2609 20250916 2257.0 ... 2262.00 2258.00 C
36 cs2511 20250916 2444.0 ... 2445.00 2457.00 CS
37 cs2601 20250916 2471.0 ... 2475.00 2481.00 CS
38 cs2603 20250916 2488.0 ... 2485.00 2490.00 CS
39 cs2605 20250916 2570.0 ... 2568.00 2574.00 CS
40 cs2607 20250916 2580.0 ... 2575.00 2581.00 CS
41 cs2609 20250916 2592.0 ... 2592.00 2588.00 CS
42 eb2509 20250916 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250916 7108.0 ... 7158.00 7072.00 EB
44 eb2511 20250916 7104.0 ... 7170.00 7083.00 EB
45 eb2512 20250916 7112.0 ... 7175.00 7093.00 EB
46 eb2601 20250916 7135.0 ... 7195.00 7116.00 EB
47 eb2602 20250916 7167.0 ... 7216.00 7142.00 EB
48 eb2603 20250916 7212.0 ... 7237.00 7183.00 EB
49 eb2604 20250916 7272.0 ... 7272.00 7214.00 EB
50 eb2605 20250916 7264.0 ... 7288.00 7226.00 EB
51 eb2606 20250916 7297.0 ... 7297.00 7169.00 EB
52 eb2607 20250916 7297.0 ... 7314.00 7185.00 EB
53 eb2608 20250916 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250916 0.0 ... 4338.00 4338.00 EG
55 eg2510 20250916 4310.0 ... 4314.00 4308.00 EG
56 eg2511 20250916 4274.0 ... 4291.00 4274.00 EG
57 eg2512 20250916 4314.0 ... 4306.00 4268.00 EG
58 eg2601 20250916 4292.0 ... 4298.00 4277.00 EG
59 eg2602 20250916 4296.0 ... 4308.00 4269.00 EG
60 eg2603 20250916 4315.0 ... 4302.00 4278.00 EG
61 eg2604 20250916 4345.0 ... 4340.00 4317.00 EG
62 eg2605 20250916 4325.0 ... 4349.00 4327.00 EG
63 eg2606 20250916 0.0 ... 4332.00 4332.00 EG
64 eg2607 20250916 0.0 ... 4343.00 4358.00 EG
65 eg2608 20250916 0.0 ... 4402.00 4402.00 EG
66 fb2510 20250916 1275.0 ... 1269.00 1266.50 FB
67 fb2511 20250916 1262.0 ... 1257.00 1257.50 FB
68 fb2512 20250916 1272.0 ... 1263.50 1263.00 FB
69 fb2601 20250916 1260.0 ... 1255.50 1255.00 FB
70 fb2602 20250916 1249.5 ... 1249.50 1249.00 FB
71 fb2603 20250916 1249.0 ... 1250.50 1249.00 FB
72 fb2604 20250916 1252.0 ... 1252.00 1254.50 FB
73 fb2605 20250916 0.0 ... 1301.50 1301.50 FB
74 fb2606 20250916 0.0 ... 1330.00 1330.00 FB
75 fb2607 20250916 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250916 0.0 ... 1285.00 1285.00 FB
77 fb2609 20250916 0.0 ... 1296.00 1296.00 FB
78 i2510 20250916 817.5 ... 824.50 818.50 I
79 i2511 20250916 812.5 ... 819.00 810.50 I
80 i2512 20250916 806.5 ... 814.00 805.00 I
81 i2601 20250916 800.0 ... 805.50 797.00 I
82 i2602 20250916 793.0 ... 800.50 791.50 I
83 i2603 20250916 787.5 ... 795.00 786.00 I
84 i2604 20250916 783.0 ... 791.00 782.00 I
85 i2605 20250916 778.5 ... 783.50 775.00 I
86 i2606 20250916 771.5 ... 777.50 769.50 I
87 i2607 20250916 767.0 ... 773.50 765.50 I
88 i2608 20250916 762.5 ... 768.50 761.50 I
89 i2609 20250916 753.5 ... 764.00 757.50 I
90 j2510 20250916 1600.0 ... 1628.50 1564.50 J
91 j2511 20250916 1631.0 ... 1662.00 1600.00 J
92 j2512 20250916 1676.0 ... 1690.00 1629.50 J
93 j2601 20250916 1689.0 ... 1726.50 1664.50 J
94 j2602 20250916 1754.0 ... 1755.00 1684.00 J
95 j2603 20250916 0.0 ... 1721.50 1689.50 J
96 j2604 20250916 0.0 ... 1814.00 1758.00 J
97 j2605 20250916 1819.5 ... 1868.50 1809.00 J
98 j2606 20250916 1879.0 ... 1887.00 1806.00 J
99 j2607 20250916 1900.5 ... 1900.50 1810.00 J
100 j2608 20250916 1906.0 ... 1906.00 1817.50 J
101 j2609 20250916 1908.5 ... 1911.50 1845.00 J
102 jd2509 20250916 3201.0 ... 3265.00 3230.00 JD
103 jd2510 20250916 3141.0 ... 3116.00 3121.00 JD
104 jd2511 20250916 3150.0 ... 3132.00 3140.00 JD
105 jd2512 20250916 3240.0 ... 3232.00 3241.00 JD
106 jd2601 20250916 3370.0 ... 3382.00 3377.00 JD
107 jd2602 20250916 3123.0 ... 3121.00 3117.00 JD
108 jd2603 20250916 3133.0 ... 3133.00 3127.00 JD
109 jd2604 20250916 3304.0 ... 3308.00 3294.00 JD
110 jd2605 20250916 3402.0 ... 3422.00 3389.00 JD
111 jd2606 20250916 3205.0 ... 3228.00 3206.00 JD
112 jd2607 20250916 3460.0 ... 3476.00 3452.00 JD
113 jd2608 20250916 3898.0 ... 3905.00 3903.00 JD
114 jm2510 20250916 1005.0 ... 1037.00 993.50 JM
115 jm2511 20250916 1070.5 ... 1102.50 1054.00 JM
116 jm2512 20250916 1143.5 ... 1170.50 1115.50 JM
117 jm2601 20250916 1200.0 ... 1228.50 1172.00 JM
118 jm2602 20250916 1213.5 ... 1258.50 1200.00 JM
119 jm2603 20250916 1242.0 ... 1280.50 1222.50 JM
120 jm2604 20250916 1264.5 ... 1304.50 1240.00 JM
121 jm2605 20250916 1296.0 ... 1324.00 1264.50 JM
122 jm2606 20250916 1313.5 ... 1339.00 1274.50 JM
123 jm2607 20250916 1330.0 ... 1349.50 1279.00 JM
124 jm2608 20250916 1330.0 ... 1358.50 1290.00 JM
125 jm2609 20250916 1344.0 ... 1371.50 1292.00 JM
126 l2510 20250916 7138.0 ... 7177.00 7134.00 L
127 l2511 20250916 7184.0 ... 7209.00 7170.00 L
128 l2512 20250916 7222.0 ... 7239.00 7198.00 L
129 l2601 20250916 7232.0 ... 7260.00 7202.00 L
130 l2602 20250916 7226.0 ... 7246.00 7197.00 L
131 l2603 20250916 7255.0 ... 7262.00 7201.00 L
132 l2604 20250916 7268.0 ... 7284.00 7239.00 L
133 l2605 20250916 7244.0 ... 7284.00 7212.00 L
134 l2606 20250916 7270.0 ... 7283.00 7256.00 L
135 l2607 20250916 7280.0 ... 7296.00 7244.00 L
136 l2608 20250916 7288.0 ... 7306.00 7235.00 L
137 l2609 20250916 7256.0 ... 7299.00 7259.00 L
138 lg2509 20250916 762.5 ... 768.00 761.00 LG
139 lg2511 20250916 806.0 ... 806.50 799.50 LG
140 lg2601 20250916 824.0 ... 820.50 817.50 LG
141 lg2603 20250916 831.0 ... 826.50 824.00 LG
142 lg2605 20250916 838.0 ... 832.50 829.50 LG
143 lg2607 20250916 837.0 ... 833.00 834.00 LG
144 lh2509 20250916 13110.0 ... 13100.00 13100.00 LH
145 lh2511 20250916 13325.0 ... 13210.00 13200.00 LH
146 lh2601 20250916 13850.0 ... 13725.00 13660.00 LH
147 lh2603 20250916 13080.0 ... 13025.00 13005.00 LH
148 lh2605 20250916 13625.0 ... 13555.00 13510.00 LH
149 lh2607 20250916 14295.0 ... 14240.00 14220.00 LH
150 m2511 20250916 3013.0 ... 3015.00 3022.00 M
151 m2512 20250916 3062.0 ... 3064.00 3072.00 M
152 m2601 20250916 3046.0 ... 3046.00 3051.00 M
153 m2603 20250916 2991.0 ... 2986.00 2992.00 M
154 m2605 20250916 2806.0 ... 2807.00 2810.00 M
155 m2607 20250916 2784.0 ... 2786.00 2788.00 M
156 m2608 20250916 2912.0 ... 2912.00 2915.00 M
157 m2609 20250916 2921.0 ... 2918.00 2922.00 M
158 p2510 20250916 9352.0 ... 9406.00 9310.00 P
159 p2511 20250916 9392.0 ... 9432.00 9332.00 P
160 p2512 20250916 9428.0 ... 9462.00 9348.00 P
161 p2601 20250916 9442.0 ... 9484.00 9370.00 P
162 p2602 20250916 9400.0 ... 9434.00 9298.00 P
163 p2603 20250916 9342.0 ... 9404.00 9280.00 P
164 p2604 20250916 9344.0 ... 9326.00 9218.00 P
165 p2605 20250916 9190.0 ... 9242.00 9132.00 P
166 p2606 20250916 9106.0 ... 9126.00 9042.00 P
167 p2607 20250916 9036.0 ... 9020.00 8958.00 P
168 p2608 20250916 8946.0 ... 8954.00 8884.00 P
169 p2609 20250916 8856.0 ... 8882.00 8862.00 P
170 pg2509 20250916 0.0 ... 3750.00 3779.00 PG
171 pg2510 20250916 4514.0 ... 4494.00 4513.00 PG
172 pg2511 20250916 4459.0 ... 4440.00 4455.00 PG
173 pg2512 20250916 4393.0 ... 4377.00 4387.00 PG
174 pg2601 20250916 4323.0 ... 4313.00 4320.00 PG
175 pg2602 20250916 4259.0 ... 4242.00 4249.00 PG
176 pg2603 20250916 4175.0 ... 4151.00 4160.00 PG
177 pg2604 20250916 4490.0 ... 4476.00 4499.00 PG
178 pg2605 20250916 4402.0 ... 4385.00 4411.00 PG
179 pg2606 20250916 4339.0 ... 4323.00 4345.00 PG
180 pg2607 20250916 4276.0 ... 4270.00 4285.00 PG
181 pg2608 20250916 4214.0 ... 4204.00 4225.00 PG
182 pp2510 20250916 6876.0 ... 6887.00 6848.00 PP
183 pp2511 20250916 6899.0 ... 6922.00 6882.00 PP
184 pp2512 20250916 6935.0 ... 6959.00 6918.00 PP
185 pp2601 20250916 6970.0 ... 6992.00 6946.00 PP
186 pp2602 20250916 6951.0 ... 6966.00 6928.00 PP
187 pp2603 20250916 6962.0 ... 6958.00 6933.00 PP
188 pp2604 20250916 6968.0 ... 6979.00 6949.00 PP
189 pp2605 20250916 6980.0 ... 7010.00 6969.00 PP
190 pp2606 20250916 6956.0 ... 6966.00 6940.00 PP
191 pp2607 20250916 6939.0 ... 6945.00 6925.00 PP
192 pp2608 20250916 6929.0 ... 6944.00 6894.00 PP
193 pp2609 20250916 6968.0 ... 6976.00 6958.00 PP
194 rr2510 20250916 3592.0 ... 3594.00 3593.00 RR
195 rr2511 20250916 3600.0 ... 3602.00 3600.00 RR
196 rr2512 20250916 3601.0 ... 3598.00 3601.00 RR
197 rr2601 20250916 3616.0 ... 3617.00 3622.00 RR
198 rr2602 20250916 3601.0 ... 3597.00 3606.00 RR
199 rr2603 20250916 0.0 ... 3610.00 3613.00 RR
200 rr2604 20250916 3606.0 ... 3607.00 3617.00 RR
201 rr2605 20250916 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250916 0.0 ... 3597.00 3597.00 RR
203 rr2607 20250916 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250916 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250916 0.0 ... 3614.00 3614.00 RR
206 v2510 20250916 4810.0 ... 4849.00 4791.00 V
207 v2511 20250916 4848.0 ... 4882.00 4824.00 V
208 v2512 20250916 4892.0 ... 4921.00 4870.00 V
209 v2601 20250916 4934.0 ... 4964.00 4898.00 V
210 v2602 20250916 4968.0 ... 4998.00 4940.00 V
211 v2603 20250916 5004.0 ... 5028.00 4965.00 V
212 v2604 20250916 5220.0 ... 5233.00 5178.00 V
213 v2605 20250916 5231.0 ... 5270.00 5196.00 V
214 v2606 20250916 5278.0 ... 5302.00 5228.00 V
215 v2607 20250916 5294.0 ... 5327.00 5261.00 V
216 v2608 20250916 5322.0 ... 5368.00 5291.00 V
217 v2609 20250916 5349.0 ... 5384.00 5312.00 V
218 y2511 20250916 8414.0 ... 8446.00 8384.00 Y
219 y2512 20250916 8436.0 ... 8462.00 8404.00 Y
220 y2601 20250916 8398.0 ... 8418.00 8356.00 Y
221 y2603 20250916 8328.0 ... 8336.00 8274.00 Y
222 y2605 20250916 8090.0 ... 8122.00 8056.00 Y
223 y2607 20250916 8058.0 ... 8076.00 8010.00 Y
224 y2608 20250916 8120.0 ... 8078.00 8016.00 Y
225 y2609 20250916 8128.0 ... 8086.00 7998.00 Y
[226 rows x 12 columns]
2025-09-17 18:26:41,073 - future_1d - INFO - ak.get_dce_daily('2025-09-16') done
2025-09-17 18:26:42,835 - future_1d - INFO - save future_daily 2025-09-16 completed
symbol date open ... settle pre_settle variety
0 IC2509 20250917 7151.000 ... 7244.200 7162.000 IC
1 IC2510 20250917 7120.000 ... 7186.400 7103.600 IC
2 IC2512 20250917 6990.000 ... 7068.600 6994.200 IC
3 IC2603 20250917 6835.200 ... 6904.600 6836.200 IC
4 IF2509 20250917 4518.000 ... 4548.400 4517.000 IF
5 IF2510 20250917 4505.000 ... 4538.200 4507.000 IF
6 IF2512 20250917 4493.800 ... 4514.600 4486.600 IF
7 IF2603 20250917 4466.600 ... 4488.200 4462.600 IF
8 IH2509 20250917 2951.200 ... 2953.600 2950.400 IH
9 IH2510 20250917 2952.800 ... 2952.000 2949.400 IH
10 IH2512 20250917 2953.200 ... 2952.800 2950.800 IH
11 IH2603 20250917 2955.000 ... 2956.200 2954.600 IH
12 IM2509 20250917 7453.000 ... 7544.200 7454.000 IM
13 IM2510 20250917 7395.000 ... 7477.800 7384.200 IM
14 IM2512 20250917 7248.000 ... 7324.000 7232.200 IM
15 IM2603 20250917 7039.000 ... 7119.600 7026.800 IM
16 T2512 20250917 107.985 ... 108.135 108.010 T
17 T2603 20250917 107.660 ... 107.845 107.685 T
18 T2606 20250917 107.475 ... 107.670 107.515 T
19 TF2512 20250917 105.760 ... 105.870 105.780 TF
20 TF2603 20250917 105.645 ... 105.730 105.650 TF
21 TF2606 20250917 105.560 ... 105.645 105.535 TF
22 TL2512 20250917 115.440 ... 115.820 115.520 TL
23 TL2603 20250917 115.180 ... 115.490 115.180 TL
24 TL2606 20250917 115.020 ... 115.420 115.120 TL
25 TS2512 20250917 102.406 ... 102.450 102.410 TS
26 TS2603 20250917 102.334 ... 102.366 102.346 TS
27 TS2606 20250917 102.296 ... 102.324 102.302 TS
[28 rows x 12 columns]
2025-09-17 18:26:51,242 - future_1d - INFO - ak.get_cffex_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 SC2510 20250917 498.6 ... 498.4 492.1 SC
1 SC2511 20250917 499.5 ... 499.8 493.5 SC
2 SC2512 20250917 496 ... 496.8 491.1 SC
3 SC2601 20250917 495.5 ... 494.7 490.1 SC
4 SC2602 20250917 492.5 ... 492.1 488 SC
5 SC2603 20250917 491.5 ... 491.8 487.7 SC
6 SC2604 20250917 490.2 ... 490.3 486.4 SC
7 SC2605 20250917 489.8 ... 490.5 486.3 SC
8 SC2606 20250917 487 ... 489.4 485.6 SC
9 SC2607 20250917 488 ... 488.3 485.7 SC
10 SC2608 20250917 487.5 ... 487.5 484.2 SC
11 SC2609 20250917 484 ... 484 481.9 SC
12 SC2612 20250917 481.4 ... 481 479.8 SC
13 SC2703 20250917 ... 475.1 474.6 SC
14 SC2706 20250917 ... 476.8 474.7 SC
15 SC2709 20250917 ... 473.2 473.2 SC
16 SC2712 20250917 473.7 ... 473.7 472.1 SC
17 SC2803 20250917 ... 473.6 473.6 SC
18 SC2806 20250917 474.8 ... 473 471.1 SC
19 SC2809 20250917 ... 469 469 SC
21 LU2510 20250917 3387 ... 3422 3370 LU
22 LU2511 20250917 3425 ... 3447 3396 LU
23 LU2512 20250917 3418 ... 3429 3377 LU
24 LU2601 20250917 3391 ... 3421 3369 LU
25 LU2602 20250917 3384 ... 3410 3354 LU
26 LU2603 20250917 3375 ... 3387 3350 LU
27 LU2604 20250917 3374 ... 3389 3349 LU
28 LU2605 20250917 3378 ... 3388 3341 LU
29 LU2606 20250917 3390 ... 3399 3348 LU
30 LU2607 20250917 3369 ... 3379 3342 LU
31 LU2608 20250917 3370 ... 3378 3343 LU
32 LU2609 20250917 3361 ... 3360 3336 LU
34 NR2510 20250917 12675 ... 12570 12640 NR
35 NR2511 20250917 12715 ... 12595 12690 NR
36 NR2512 20250917 12750 ... 12630 12725 NR
37 NR2601 20250917 12740 ... 12660 12755 NR
38 NR2602 20250917 12770 ... 12650 12785 NR
39 NR2603 20250917 12755 ... 12635 12780 NR
40 NR2604 20250917 12765 ... 12665 12795 NR
41 NR2605 20250917 12735 ... 12670 12825 NR
42 NR2606 20250917 ... 12635 12635 NR
43 NR2607 20250917 ... 12655 12655 NR
44 NR2608 20250917 ... 12685 12685 NR
45 NR2609 20250917 ... 12685 12685 NR
47 BC2510 20250917 71940 ... 71650 72020 BC
48 BC2511 20250917 72050 ... 71640 72070 BC
49 BC2512 20250917 71670 ... 71670 72120 BC
50 BC2601 20250917 ... 72000 72000 BC
51 BC2602 20250917 ... 71650 71650 BC
52 BC2603 20250917 ... 71950 71950 BC
53 BC2604 20250917 ... 71550 71550 BC
54 BC2605 20250917 ... 71550 71550 BC
55 BC2606 20250917 ... 71500 71500 BC
56 BC2607 20250917 ... 71560 71560 BC
57 BC2608 20250917 ... 71550 71550 BC
58 BC2609 20250917 ... 71550 71550 BC
60 EC2510 20250917 1150 ... 1129.4 1189.6 EC
61 EC2512 20250917 1664 ... 1665.3 1710.7 EC
62 EC2602 20250917 1588 ... 1572.8 1583.1 EC
63 EC2604 20250917 1283.7 ... 1278.3 1283.3 EC
64 EC2606 20250917 1460 ... 1460.7 1459 EC
65 EC2608 20250917 1620 ... 1618.6 1622 EC
68 SC_TAS2510 20250917 ... SC_TAS
69 SC_TAS2511 20250917 ... SC_TAS
70 SC_TAS2512 20250917 ... SC_TAS
71 SC_TAS2601 20250917 ... SC_TAS
[66 rows x 12 columns]
2025-09-17 18:26:51,310 - future_1d - INFO - ak.get_ine_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 PS2510 20250917 53500.0 ... 53465.0 54925.0 PS
1 PS2511 20250917 53665.0 ... 53465.0 54630.0 PS
2 PS2512 20250917 56005.0 ... 56115.0 57220.0 PS
3 PS2601 20250917 56175.0 ... 56020.0 57135.0 PS
4 PS2602 20250917 56165.0 ... 56125.0 57140.0 PS
5 PS2603 20250917 56375.0 ... 56150.0 57205.0 PS
6 PS2604 20250917 56480.0 ... 56195.0 57330.0 PS
7 PS2605 20250917 56580.0 ... 56225.0 57310.0 PS
8 PS2606 20250917 58370.0 ... 58570.0 59625.0 PS
9 PS2607 20250917 58765.0 ... 58665.0 59850.0 PS
10 PS2608 20250917 58890.0 ... 58725.0 59695.0 PS
11 PS2609 20250917 58875.0 ... 58695.0 59740.0 PS
13 SI2510 20250917 8870.0 ... 8910.0 8950.0 SI
14 SI2511 20250917 8895.0 ... 8925.0 8970.0 SI
15 SI2512 20250917 9240.0 ... 9305.0 9360.0 SI
16 SI2601 20250917 9250.0 ... 9305.0 9350.0 SI
17 SI2602 20250917 9265.0 ... 9320.0 9385.0 SI
18 SI2603 20250917 9320.0 ... 9340.0 9355.0 SI
19 SI2604 20250917 9310.0 ... 9325.0 9360.0 SI
20 SI2605 20250917 9305.0 ... 9350.0 9370.0 SI
21 SI2606 20250917 9320.0 ... 9335.0 9350.0 SI
22 SI2607 20250917 9345.0 ... 9355.0 9355.0 SI
23 SI2608 20250917 9355.0 ... 9360.0 9380.0 SI
24 SI2609 20250917 9305.0 ... 9370.0 9345.0 SI
27 LC2510 20250917 73360.0 ... 73280.0 73500.0 LC
28 LC2511 20250917 73160.0 ... 73420.0 73620.0 LC
29 LC2512 20250917 73260.0 ... 73560.0 73920.0 LC
30 LC2601 20250917 73200.0 ... 73560.0 73800.0 LC
31 LC2602 20250917 72920.0 ... 73440.0 73720.0 LC
32 LC2603 20250917 73200.0 ... 73480.0 73660.0 LC
33 LC2604 20250917 73680.0 ... 74080.0 74280.0 LC
34 LC2605 20250917 73820.0 ... 74120.0 74240.0 LC
35 LC2606 20250917 73500.0 ... 73860.0 74280.0 LC
36 LC2607 20250917 73580.0 ... 73760.0 73980.0 LC
37 LC2608 20250917 73520.0 ... 73620.0 73740.0 LC
38 LC2609 20250917 73560.0 ... 73780.0 73900.0 LC
[36 rows x 12 columns]
2025-09-17 18:26:51,448 - future_1d - INFO - ak.get_gfex_daily('2025-09-17') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250917 8432.0 8438.0 ... 34748.31 8408.0 8421.0 AP
1 AP511 20250917 8221.0 8248.0 ... 4909.52 8196.0 8201.0 AP
2 AP512 20250917 8174.0 8238.0 ... 850.24 8175.0 8205.0 AP
3 AP601 20250917 8277.0 8308.0 ... 390355.14 8252.0 8271.0 AP
4 AP603 20250917 8107.0 8174.0 ... 497.22 8151.0 8161.0 AP
5 AP604 20250917 8137.0 8175.0 ... 73.29 8144.0 8167.0 AP
6 AP605 20250917 8269.0 8269.0 ... 2642.45 8206.0 8225.0 AP
7 CF511 20250917 13775.0 13835.0 ... 287116.09 13780.0 13755.0 CF
8 CF601 20250917 13925.0 13970.0 ... 1475769.50 13915.0 13900.0 CF
9 CF603 20250917 13880.0 13925.0 ... 1852.98 13880.0 13870.0 CF
10 CF605 20250917 13880.0 13925.0 ... 109540.96 13875.0 13860.0 CF
11 CF607 20250917 13905.0 13945.0 ... 820.13 13900.0 13895.0 CF
12 CF609 20250917 14015.0 14045.0 ... 56.08 14020.0 14035.0 CF
13 CJ512 20250917 10820.0 10825.0 ... 1439.07 10780.0 10790.0 CJ
14 CJ601 20250917 10830.0 10865.0 ... 429300.62 10800.0 10830.0 CJ
15 CJ603 20250917 10860.0 10885.0 ... 6084.97 10820.0 10860.0 CJ
16 CJ605 20250917 10950.0 10980.0 ... 86868.32 10915.0 10960.0 CJ
17 CJ607 20250917 11090.0 11110.0 ... 1976.22 11040.0 11105.0 CJ
18 CJ609 20250917 11185.0 11230.0 ... 173.56 11195.0 11250.0 CJ
19 CY510 20250917 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250917 19975.0 20090.0 ... 124022.70 19975.0 19965.0 CY
21 CY512 20250917 19870.0 19870.0 ... 29.58 19720.0 19405.0 CY
22 CY601 20250917 19970.0 20070.0 ... 3125.50 19970.0 19985.0 CY
23 CY602 20250917 0.0 0.0 ... 0.00 20090.0 20090.0 CY
24 CY603 20250917 0.0 0.0 ... 0.00 20170.0 20145.0 CY
25 CY604 20250917 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250917 0.0 0.0 ... 0.00 20135.0 20170.0 CY
27 CY606 20250917 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250917 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250917 0.0 0.0 ... 0.00 20100.0 20100.0 CY
30 CY609 20250917 0.0 0.0 ... 0.00 20365.0 20540.0 CY
31 FG510 20250917 1122.0 1122.0 ... 18051.74 1109.0 1109.0 FG
32 FG511 20250917 1129.0 1129.0 ... 166395.32 1112.0 1117.0 FG
33 FG512 20250917 1238.0 1243.0 ... 85782.82 1233.0 1234.0 FG
34 FG601 20250917 1240.0 1247.0 ... 4079998.75 1235.0 1236.0 FG
35 FG602 20250917 1289.0 1296.0 ... 32841.02 1283.0 1285.0 FG
36 FG603 20250917 1291.0 1299.0 ... 1998.09 1287.0 1290.0 FG
37 FG604 20250917 1340.0 1349.0 ... 487.80 1340.0 1337.0 FG
38 FG605 20250917 1341.0 1350.0 ... 98671.67 1339.0 1336.0 FG
39 FG606 20250917 1369.0 1377.0 ... 866.46 1367.0 1367.0 FG
40 FG607 20250917 1349.0 1370.0 ... 1044.87 1361.0 1361.0 FG
41 FG608 20250917 1378.0 1398.0 ... 901.70 1387.0 1385.0 FG
42 FG609 20250917 1383.0 1400.0 ... 3513.61 1391.0 1382.0 FG
43 JR511 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250917 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250917 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250917 2291.0 2296.0 ... 6128.50 2290.0 2298.0 MA
52 MA511 20250917 2316.0 2323.0 ... 104198.39 2315.0 2331.0 MA
53 MA512 20250917 2360.0 2364.0 ... 60887.65 2356.0 2376.0 MA
54 MA601 20250917 2380.0 2388.0 ... 921989.45 2380.0 2394.0 MA
55 MA602 20250917 2404.0 2409.0 ... 28280.29 2401.0 2414.0 MA
56 MA603 20250917 2416.0 2422.0 ... 398.59 2416.0 2428.0 MA
57 MA604 20250917 2421.0 2421.0 ... 24.16 2416.0 2433.0 MA
58 MA605 20250917 2402.0 2408.0 ... 58891.91 2401.0 2412.0 MA
59 MA606 20250917 2414.0 2414.0 ... 9.63 2407.0 2422.0 MA
60 MA607 20250917 2394.0 2394.0 ... 40.62 2389.0 2399.0 MA
61 MA608 20250917 2382.0 2383.0 ... 14.30 2383.0 2394.0 MA
62 MA609 20250917 2375.0 2379.0 ... 1409.08 2372.0 2382.0 MA
63 OI511 20250917 10239.0 10288.0 ... 552062.28 10217.0 10154.0 OI
64 OI601 20250917 10065.0 10116.0 ... 3364787.16 10055.0 9981.0 OI
65 OI603 20250917 9833.0 9867.0 ... 5390.68 9801.0 9733.0 OI
66 OI605 20250917 9600.0 9640.0 ... 233253.68 9572.0 9516.0 OI
67 OI607 20250917 9587.0 9587.0 ... 866.09 9517.0 9468.0 OI
68 OI609 20250917 9558.0 9558.0 ... 910.18 9481.0 9446.0 OI
69 PF510 20250917 6372.0 6414.0 ... 11027.64 6392.0 6378.0 PF
70 PF511 20250917 6376.0 6408.0 ... 524899.72 6382.0 6380.0 PF
71 PF512 20250917 6358.0 6386.0 ... 265943.18 6362.0 6364.0 PF
72 PF601 20250917 6408.0 6424.0 ... 22281.42 6408.0 6400.0 PF
73 PF602 20250917 6404.0 6432.0 ... 57719.21 6410.0 6406.0 PF
74 PF603 20250917 6402.0 6420.0 ... 6.41 6412.0 6420.0 PF
75 PF604 20250917 6438.0 6438.0 ... 3.22 6438.0 6454.0 PF
76 PF605 20250917 6474.0 6474.0 ... 6.47 6470.0 6458.0 PF
77 PF606 20250917 6480.0 6480.0 ... 3.24 6480.0 6480.0 PF
78 PF607 20250917 0.0 0.0 ... 0.00 6504.0 6502.0 PF
79 PF608 20250917 0.0 0.0 ... 0.00 6524.0 6504.0 PF
80 PF609 20250917 0.0 0.0 ... 0.00 6580.0 6580.0 PF
81 PK510 20250917 7808.0 7846.0 ... 8829.25 7818.0 7800.0 PK
82 PK511 20250917 7788.0 7850.0 ... 392386.77 7810.0 7766.0 PK
83 PK512 20250917 7810.0 7858.0 ... 132621.55 7824.0 7798.0 PK
84 PK601 20250917 7820.0 7850.0 ... 33933.10 7830.0 7820.0 PK
85 PK603 20250917 7846.0 7868.0 ... 94.19 7850.0 7844.0 PK
86 PK604 20250917 7864.0 7868.0 ... 47.17 7862.0 7862.0 PK
87 PK605 20250917 7870.0 7880.0 ... 3525.34 7870.0 7864.0 PK
88 PL601 20250917 6453.0 6464.0 ... 57202.98 6449.0 6458.0 PL
89 PL602 20250917 6485.0 6490.0 ... 2228.13 6477.0 6482.0 PL
90 PL603 20250917 0.0 0.0 ... 0.00 6499.0 6498.0 PL
91 PL604 20250917 0.0 0.0 ... 0.00 6477.0 6477.0 PL
92 PL605 20250917 0.0 0.0 ... 0.00 6428.0 6428.0 PL
93 PL606 20250917 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250917 6439.0 6439.0 ... 12.88 6439.0 6419.0 PL
95 PL608 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250917 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250917 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250917 5868.0 5880.0 ... 2077.49 5870.0 5866.0 PR
104 PR511 20250917 5854.0 5870.0 ... 321619.98 5856.0 5860.0 PR
105 PR512 20250917 5852.0 5874.0 ... 314268.80 5858.0 5866.0 PR
106 PR601 20250917 5870.0 5872.0 ... 152845.03 5856.0 5860.0 PR
107 PR602 20250917 5884.0 5900.0 ... 211.91 5886.0 5896.0 PR
108 PR603 20250917 5896.0 5928.0 ... 79.73 5906.0 5908.0 PR
109 PR604 20250917 5920.0 5940.0 ... 17.79 5930.0 5896.0 PR
110 PR605 20250917 5912.0 5930.0 ... 26.66 5924.0 5904.0 PR
111 PR606 20250917 0.0 0.0 ... 0.00 5936.0 5936.0 PR
112 PR607 20250917 0.0 0.0 ... 0.00 5962.0 5944.0 PR
113 PR608 20250917 0.0 0.0 ... 0.00 5966.0 5946.0 PR
114 PR609 20250917 0.0 0.0 ... 0.00 5932.0 5924.0 PR
115 PX510 20250917 6828.0 6828.0 ... 3758.07 6796.0 6804.0 PX
116 PX511 20250917 6790.0 6810.0 ... 533359.78 6782.0 6788.0 PX
117 PX512 20250917 6762.0 6784.0 ... 221700.49 6760.0 6758.0 PX
118 PX601 20250917 6740.0 6758.0 ... 213288.97 6732.0 6734.0 PX
119 PX602 20250917 6744.0 6752.0 ... 121861.52 6722.0 6728.0 PX
120 PX603 20250917 0.0 0.0 ... 0.00 6742.0 6742.0 PX
121 PX604 20250917 0.0 0.0 ... 0.00 6742.0 6760.0 PX
122 PX605 20250917 6732.0 6738.0 ... 252.30 6728.0 6714.0 PX
123 PX606 20250917 0.0 0.0 ... 0.00 6718.0 6698.0 PX
124 PX607 20250917 6736.0 6736.0 ... 134.72 6736.0 6736.0 PX
125 PX608 20250917 0.0 0.0 ... 0.00 6748.0 6748.0 PX
126 PX609 20250917 6750.0 6750.0 ... 3.38 6750.0 6722.0 PX
127 RI511 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250917 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250917 2535.0 2540.0 ... 38101.89 2499.0 2531.0 RM
134 RM601 20250917 2523.0 2528.0 ... 980972.69 2485.0 2517.0 RM
135 RM603 20250917 2422.0 2427.0 ... 14028.55 2392.0 2423.0 RM
136 RM605 20250917 2401.0 2404.0 ... 178362.44 2377.0 2400.0 RM
137 RM607 20250917 2385.0 2402.0 ... 22318.75 2375.0 2385.0 RM
138 RM608 20250917 2484.0 2490.0 ... 2810.84 2472.0 2484.0 RM
139 RM609 20250917 2473.0 2490.0 ... 7954.28 2466.0 2471.0 RM
140 RS511 20250917 5348.0 5348.0 ... 42.36 5295.0 5306.0 RS
141 RS607 20250917 5540.0 5556.0 ... 33.29 5548.0 5555.0 RS
142 RS608 20250917 5589.0 5620.0 ... 116.76 5560.0 5556.0 RS
143 RS609 20250917 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250917 1250.0 1255.0 ... 11411.73 1246.0 1244.0 SA
145 SA511 20250917 1264.0 1267.0 ... 387360.97 1258.0 1258.0 SA
146 SA512 20250917 1331.0 1332.0 ... 204076.82 1321.0 1324.0 SA
147 SA601 20250917 1344.0 1346.0 ... 2897113.14 1333.0 1337.0 SA
148 SA602 20250917 1375.0 1375.0 ... 135893.89 1362.0 1366.0 SA
149 SA603 20250917 1374.0 1376.0 ... 2380.34 1370.0 1369.0 SA
150 SA604 20250917 1417.0 1417.0 ... 902.89 1411.0 1409.0 SA
151 SA605 20250917 1423.0 1425.0 ... 79356.52 1415.0 1415.0 SA
152 SA606 20250917 1431.0 1431.0 ... 863.82 1425.0 1418.0 SA
153 SA607 20250917 1433.0 1433.0 ... 2876.19 1424.0 1420.0 SA
154 SA608 20250917 1448.0 1450.0 ... 2051.39 1443.0 1426.0 SA
155 SA609 20250917 1452.0 1456.0 ... 4124.44 1448.0 1443.0 SA
156 SF510 20250917 5516.0 5588.0 ... 8613.21 5544.0 5572.0 SF
157 SF511 20250917 5696.0 5776.0 ... 474200.97 5726.0 5752.0 SF
158 SF512 20250917 5664.0 5748.0 ... 115486.14 5700.0 5724.0 SF
159 SF601 20250917 5664.0 5746.0 ... 168921.50 5704.0 5716.0 SF
160 SF602 20250917 5634.0 5706.0 ... 34455.30 5666.0 5670.0 SF
161 SF603 20250917 5798.0 5862.0 ... 8.76 5842.0 5856.0 SF
162 SF604 20250917 5854.0 5860.0 ... 8.78 5856.0 5850.0 SF
163 SF605 20250917 5790.0 5854.0 ... 1690.67 5810.0 5824.0 SF
164 SF606 20250917 5750.0 5804.0 ... 48.93 5758.0 5784.0 SF
165 SF607 20250917 5912.0 5966.0 ... 68.40 5948.0 5940.0 SF
166 SF608 20250917 5900.0 5938.0 ... 20.66 5902.0 5894.0 SF
167 SF609 20250917 5878.0 5920.0 ... 26.48 5884.0 5896.0 SF
168 SH510 20250917 2496.0 2530.0 ... 27952.07 2511.0 2506.0 SH
169 SH511 20250917 2524.0 2559.0 ... 551909.54 2538.0 2535.0 SH
170 SH512 20250917 2579.0 2607.0 ... 227232.51 2589.0 2584.0 SH
171 SH601 20250917 2578.0 2610.0 ... 2403637.91 2593.0 2592.0 SH
172 SH602 20250917 2606.0 2629.0 ... 46403.92 2612.0 2614.0 SH
173 SH603 20250917 2625.0 2646.0 ... 3236.56 2631.0 2637.0 SH
174 SH604 20250917 2667.0 2689.0 ... 320.57 2671.0 2680.0 SH
175 SH605 20250917 2670.0 2696.0 ... 11285.68 2683.0 2689.0 SH
176 SH606 20250917 2692.0 2703.0 ... 16.19 2698.0 2707.0 SH
177 SH607 20250917 2681.0 2697.0 ... 72.62 2690.0 2699.0 SH
178 SH608 20250917 2690.0 2694.0 ... 56.48 2689.0 2702.0 SH
179 SH609 20250917 2692.0 2714.0 ... 275.69 2703.0 2701.0 SH
180 SM510 20250917 5822.0 5884.0 ... 6218.22 5848.0 5850.0 SM
181 SM511 20250917 5924.0 5968.0 ... 316808.80 5936.0 5940.0 SM
182 SM512 20250917 5926.0 5976.0 ... 80580.76 5940.0 5948.0 SM
183 SM601 20250917 5942.0 5992.0 ... 504040.77 5956.0 5962.0 SM
184 SM602 20250917 5948.0 5996.0 ... 211007.94 5964.0 5960.0 SM
185 SM603 20250917 5958.0 6004.0 ... 35.87 5978.0 5970.0 SM
186 SM604 20250917 5986.0 5986.0 ... 5.99 5986.0 5990.0 SM
187 SM605 20250917 5980.0 6028.0 ... 7442.32 5984.0 6000.0 SM
188 SM606 20250917 6006.0 6006.0 ... 3.00 6006.0 5986.0 SM
189 SM607 20250917 5972.0 6038.0 ... 6.01 6006.0 6012.0 SM
190 SM608 20250917 0.0 0.0 ... 0.00 6040.0 6030.0 SM
191 SM609 20250917 5986.0 6058.0 ... 307.48 6030.0 6010.0 SM
192 SR511 20250917 5551.0 5551.0 ... 107951.54 5537.0 5549.0 SR
193 SR601 20250917 5546.0 5552.0 ... 883331.28 5538.0 5555.0 SR
194 SR603 20250917 5535.0 5538.0 ... 1855.88 5523.0 5543.0 SR
195 SR605 20250917 5525.0 5526.0 ... 64482.27 5514.0 5532.0 SR
196 SR607 20250917 5521.0 5525.0 ... 2244.01 5514.0 5530.0 SR
197 SR609 20250917 5530.0 5535.0 ... 1242.98 5524.0 5543.0 SR
198 TA510 20250917 4676.0 4686.0 ... 28187.67 4670.0 4662.0 TA
199 TA511 20250917 4680.0 4700.0 ... 266796.06 4682.0 4676.0 TA
200 TA512 20250917 4694.0 4710.0 ... 120458.33 4694.0 4692.0 TA
201 TA601 20250917 4704.0 4716.0 ... 1425656.89 4698.0 4692.0 TA
202 TA602 20250917 4708.0 4726.0 ... 19345.21 4710.0 4704.0 TA
203 TA603 20250917 4718.0 4724.0 ... 176.78 4714.0 4714.0 TA
204 TA604 20250917 4718.0 4732.0 ... 9.44 4720.0 4718.0 TA
205 TA605 20250917 4748.0 4752.0 ... 40164.93 4740.0 4732.0 TA
206 TA606 20250917 0.0 0.0 ... 0.00 4752.0 4750.0 TA
207 TA607 20250917 0.0 0.0 ... 0.00 4762.0 4760.0 TA
208 TA608 20250917 0.0 0.0 ... 0.00 4770.0 4770.0 TA
209 TA609 20250917 4772.0 4786.0 ... 26.26 4776.0 4778.0 TA
210 UR510 20250917 1597.0 1599.0 ... 2590.23 1593.0 1597.0 UR
211 UR511 20250917 1662.0 1671.0 ... 32532.03 1665.0 1672.0 UR
212 UR512 20250917 1677.0 1681.0 ... 7973.81 1675.0 1683.0 UR
213 UR601 20250917 1685.0 1687.0 ... 311810.74 1681.0 1691.0 UR
214 UR602 20250917 1681.0 1691.0 ... 586.28 1685.0 1695.0 UR
215 UR603 20250917 1729.0 1737.0 ... 121.25 1732.0 1737.0 UR
216 UR604 20250917 1738.0 1738.0 ... 6.95 1738.0 1736.0 UR
217 UR605 20250917 1740.0 1740.0 ... 12279.83 1734.0 1740.0 UR
218 UR606 20250917 1729.0 1737.0 ... 48.54 1734.0 1738.0 UR
219 UR607 20250917 1757.0 1766.0 ... 66.92 1761.0 1768.0 UR
220 UR608 20250917 1754.0 1761.0 ... 10.55 1758.0 1764.0 UR
221 UR609 20250917 1753.0 1758.0 ... 84.24 1755.0 1759.0 UR
222 WH511 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250917 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250917 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-17 18:26:51,726 - future_1d - INFO - ak.get_czce_daily('2025-09-17') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250917 ... 80720 81090 CU
1 1 CU2511 20250917 ... 80750 81090 CU
2 2 CU2512 20250917 ... 80730 81090 CU
3 3 CU2601 20250917 ... 80730 81150 CU
4 4 CU2602 20250917 ... 80720 81190 CU
5 5 CU2603 20250917 ... 80730 81130 CU
6 6 CU2604 20250917 ... 80700 81120 CU
7 7 CU2605 20250917 ... 80830 80980 CU
8 8 CU2606 20250917 ... 80700 81080 CU
9 9 CU2607 20250917 ... 80680 81060 CU
10 10 CU2608 20250917 ... 80600 81100 CU
11 11 CU2609 20250917 ... 80650 81100 CU
12 12 BC2510 20250917 ... 71650 72020 BC
13 13 BC2511 20250917 ... 71640 72070 BC
14 14 BC2512 20250917 ... 71670 72120 BC
15 15 BC2601 20250917 ... 72000 72000 BC
16 16 BC2602 20250917 ... 71650 71650 BC
17 17 BC2603 20250917 ... 71950 71950 BC
18 18 BC2604 20250917 ... 71550 71550 BC
19 19 BC2605 20250917 ... 71550 71550 BC
20 20 BC2606 20250917 ... 71500 71500 BC
21 21 BC2607 20250917 ... 71560 71560 BC
22 22 BC2608 20250917 ... 71550 71550 BC
23 23 BC2609 20250917 ... 71550 71550 BC
24 24 AL2510 20250917 ... 20965 20990 AL
25 25 AL2511 20250917 ... 20980 21010 AL
26 26 AL2512 20250917 ... 20965 20985 AL
27 27 AL2601 20250917 ... 20940 20960 AL
28 28 AL2602 20250917 ... 20930 20965 AL
29 29 AL2603 20250917 ... 20935 20990 AL
30 30 AL2604 20250917 ... 20955 21015 AL
31 31 AL2605 20250917 ... 20965 21040 AL
32 32 AL2606 20250917 ... 20960 21005 AL
33 33 AL2607 20250917 ... 20950 21035 AL
34 34 AL2608 20250917 ... 20960 20965 AL
35 35 AL2609 20250917 ... 21010 20985 AL
36 36 ZN2510 20250917 ... 22280 22300 ZN
37 37 ZN2511 20250917 ... 22285 22315 ZN
38 38 ZN2512 20250917 ... 22300 22330 ZN
39 39 ZN2601 20250917 ... 22330 22360 ZN
40 40 ZN2602 20250917 ... 22370 22370 ZN
41 41 ZN2603 20250917 ... 22360 22370 ZN
42 42 ZN2604 20250917 ... 22410 22420 ZN
43 43 ZN2605 20250917 ... 22410 22430 ZN
44 44 ZN2606 20250917 ... 22445 22490 ZN
45 45 ZN2607 20250917 ... 22465 22460 ZN
46 46 ZN2608 20250917 ... 22460 22480 ZN
47 47 ZN2609 20250917 ... 22475 22450 ZN
48 48 PB2510 20250917 ... 17080 17080 PB
49 49 PB2511 20250917 ... 17095 17100 PB
50 50 PB2512 20250917 ... 17105 17105 PB
51 51 PB2601 20250917 ... 17115 17115 PB
52 52 PB2602 20250917 ... 17125 17120 PB
53 53 PB2603 20250917 ... 17190 17130 PB
54 54 PB2604 20250917 ... 17195 17205 PB
55 55 PB2605 20250917 ... 17170 17170 PB
56 56 PB2606 20250917 ... 17145 17105 PB
57 57 PB2607 20250917 ... 17150 17155 PB
58 58 PB2608 20250917 ... 17220 17165 PB
59 59 PB2609 20250917 ... 17220 17165 PB
60 60 NI2510 20250917 ... 122030 122790 NI
61 61 NI2511 20250917 ... 122160 122930 NI
62 62 NI2512 20250917 ... 122290 123120 NI
63 63 NI2601 20250917 ... 122520 123300 NI
64 64 NI2602 20250917 ... 122720 123650 NI
65 65 NI2603 20250917 ... 122830 123590 NI
66 66 NI2604 20250917 ... 122970 123800 NI
67 67 NI2605 20250917 ... 123320 124130 NI
68 68 NI2606 20250917 ... 123320 124360 NI
69 69 NI2607 20250917 ... 123610 124590 NI
70 70 NI2608 20250917 ... 124070 125030 NI
71 71 NI2609 20250917 ... 124300 124490 NI
72 72 SN2510 20250917 ... 273090 272740 SN
73 73 SN2511 20250917 ... 273310 273020 SN
74 74 SN2512 20250917 ... 273260 273040 SN
75 75 SN2601 20250917 ... 272970 273310 SN
76 76 SN2602 20250917 ... 273360 273130 SN
77 77 SN2603 20250917 ... 272790 273430 SN
78 78 SN2604 20250917 ... 274190 273380 SN
79 79 SN2605 20250917 ... 273160 273620 SN
80 80 SN2606 20250917 ... 272960 274060 SN
81 81 SN2607 20250917 ... 273500 275180 SN
82 82 SN2608 20250917 ... 273820 275620 SN
83 83 SN2609 20250917 ... 274140 275630 SN
84 84 AO2510 20250917 ... 2917 2957 AO
85 85 AO2511 20250917 ... 2920 2964 AO
86 86 AO2512 20250917 ... 2934 2979 AO
87 87 AO2601 20250917 ... 2941 2989 AO
88 88 AO2602 20250917 ... 2947 2996 AO
89 89 AO2603 20250917 ... 3018 3052 AO
90 90 AO2604 20250917 ... 3022 3063 AO
91 91 AO2605 20250917 ... 3027 3066 AO
92 92 AO2606 20250917 ... 3035 3077 AO
93 93 AO2607 20250917 ... 3050 3084 AO
94 94 AO2608 20250917 ... 3051 3091 AO
95 95 AO2609 20250917 ... 3069 3107 AO
96 96 AD2511 20250917 ... 20480 20505 AD
97 97 AD2512 20250917 ... 20515 20525 AD
98 98 AD2601 20250917 ... 20540 20550 AD
99 99 AD2602 20250917 ... 20540 20540 AD
100 100 AD2603 20250917 ... 20500 20500 AD
101 101 AD2604 20250917 ... 20485 20485 AD
102 102 AD2605 20250917 ... 20520 20520 AD
103 103 AD2606 20250917 ... 20455 20455 AD
104 104 AD2607 20250917 ... 20510 20510 AD
105 105 AD2608 20250917 ... 20515 20515 AD
106 106 AD2609 20250917 ... 20515 20515 AD
107 107 AU2510 20250917 ... 839 838.12 AU
108 108 AU2511 20250917 ... 839.9 839.4 AU
109 109 AU2512 20250917 ... 841.3 840.76 AU
110 110 AU2602 20250917 ... 843.8 843.2 AU
111 111 AU2604 20250917 ... 846.48 845.18 AU
112 112 AU2606 20250917 ... 848.26 847.54 AU
113 113 AU2608 20250917 ... 850.82 850.08 AU
114 114 AU2610 20250917 ... 853.12 852.26 AU
115 115 AG2510 20250917 ... 10014 10084 AG
116 116 AG2511 20250917 ... 10025 10095 AG
117 117 AG2512 20250917 ... 10030 10111 AG
118 118 AG2601 20250917 ... 10048 10121 AG
119 119 AG2602 20250917 ... 10059 10131 AG
120 120 AG2603 20250917 ... 10069 10146 AG
121 121 AG2604 20250917 ... 10087 10143 AG
122 122 AG2605 20250917 ... 10088 10175 AG
123 123 AG2606 20250917 ... 10098 10188 AG
124 124 AG2607 20250917 ... 10116 10204 AG
125 125 AG2608 20250917 ... 10136 10214 AG
126 126 AG2609 20250917 ... 10132 10233 AG
127 127 RB2510 20250917 ... 3061 3070 RB
128 128 RB2511 20250917 ... 3080 3089 RB
129 129 RB2512 20250917 ... 3133 3134 RB
130 130 RB2601 20250917 ... 3155 3166 RB
131 131 RB2602 20250917 ... 3157 3176 RB
132 132 RB2603 20250917 ... 3180 3193 RB
133 133 RB2604 20250917 ... 3206 3221 RB
134 134 RB2605 20250917 ... 3226 3234 RB
135 135 RB2606 20250917 ... 3241 3248 RB
136 136 RB2607 20250917 ... 3258 3263 RB
137 137 RB2608 20250917 ... 3258 3269 RB
138 138 RB2609 20250917 ... 3270 3277 RB
139 139 WR2510 20250917 ... 3288 3306 WR
140 140 WR2511 20250917 ... 3302 3302 WR
141 141 WR2512 20250917 ... 3324 3324 WR
142 142 WR2601 20250917 ... 3349 3357 WR
143 143 WR2602 20250917 ... 3358 3358 WR
144 144 WR2603 20250917 ... 3395 3395 WR
145 145 WR2604 20250917 ... 3389 3389 WR
146 146 WR2605 20250917 ... 3414 3414 WR
147 147 WR2606 20250917 ... 3372 3372 WR
148 148 WR2607 20250917 ... 3390 3390 WR
149 149 WR2608 20250917 ... 3399 3399 WR
150 150 WR2609 20250917 ... 3558 3581 WR
151 151 HC2510 20250917 ... 3413 3431 HC
152 152 HC2511 20250917 ... 3401 3420 HC
153 153 HC2512 20250917 ... 3391 3409 HC
154 154 HC2601 20250917 ... 3384 3403 HC
155 155 HC2602 20250917 ... 3390 3407 HC
156 156 HC2603 20250917 ... 3385 3405 HC
157 157 HC2604 20250917 ... 3388 3407 HC
158 158 HC2605 20250917 ... 3395 3410 HC
159 159 HC2606 20250917 ... 3394 3414 HC
160 160 HC2607 20250917 ... 3407 3420 HC
161 161 HC2608 20250917 ... 3410 3423 HC
162 162 HC2609 20250917 ... 3412 3419 HC
163 163 SS2510 20250917 ... 12825 12955 SS
164 164 SS2511 20250917 ... 12935 13055 SS
165 165 SS2512 20250917 ... 12980 13090 SS
166 166 SS2601 20250917 ... 13055 13155 SS
167 167 SS2602 20250917 ... 13115 13220 SS
168 168 SS2603 20250917 ... 13165 13250 SS
169 169 SS2604 20250917 ... 13245 13325 SS
170 170 SS2605 20250917 ... 13320 13410 SS
171 171 SS2606 20250917 ... 13350 13435 SS
172 172 SS2607 20250917 ... 13405 13450 SS
173 173 SS2608 20250917 ... 13445 13575 SS
174 174 SS2609 20250917 ... 13515 13605 SS
175 175 SC2510 20250917 ... 498.4 492.1 SC
176 176 SC2511 20250917 ... 499.8 493.5 SC
177 177 SC2512 20250917 ... 496.8 491.1 SC
178 178 SC2601 20250917 ... 494.7 490.1 SC
179 179 SC2602 20250917 ... 492.1 488 SC
180 180 SC2603 20250917 ... 491.8 487.7 SC
181 181 SC2604 20250917 ... 490.3 486.4 SC
182 182 SC2605 20250917 ... 490.5 486.3 SC
183 183 SC2606 20250917 ... 489.4 485.6 SC
184 184 SC2607 20250917 ... 488.3 485.7 SC
185 185 SC2608 20250917 ... 487.5 484.2 SC
186 186 SC2609 20250917 ... 484 481.9 SC
187 187 SC2612 20250917 ... 481 479.8 SC
188 188 SC2703 20250917 ... 475.1 474.6 SC
189 189 SC2706 20250917 ... 476.8 474.7 SC
190 190 SC2709 20250917 ... 473.2 473.2 SC
191 191 SC2712 20250917 ... 473.7 472.1 SC
192 192 SC2803 20250917 ... 473.6 473.6 SC
193 193 SC2806 20250917 ... 473 471.1 SC
194 194 SC2809 20250917 ... 469 469 SC
195 195 LU2510 20250917 ... 3422 3370 LU
196 196 LU2511 20250917 ... 3447 3396 LU
197 197 LU2512 20250917 ... 3429 3377 LU
198 198 LU2601 20250917 ... 3421 3369 LU
199 199 LU2602 20250917 ... 3410 3354 LU
200 200 LU2603 20250917 ... 3387 3350 LU
201 201 LU2604 20250917 ... 3389 3349 LU
202 202 LU2605 20250917 ... 3388 3341 LU
203 203 LU2606 20250917 ... 3399 3348 LU
204 204 LU2607 20250917 ... 3379 3342 LU
205 205 LU2608 20250917 ... 3378 3343 LU
206 206 LU2609 20250917 ... 3360 3336 LU
207 207 FU2510 20250917 ... 2857 2829 FU
208 208 FU2511 20250917 ... 2863 2830 FU
209 209 FU2512 20250917 ... 2847 2815 FU
210 210 FU2601 20250917 ... 2833 2799 FU
211 211 FU2602 20250917 ... 2812 2781 FU
212 212 FU2603 20250917 ... 2803 2771 FU
213 213 FU2604 20250917 ... 2796 2767 FU
214 214 FU2605 20250917 ... 2785 2751 FU
215 215 FU2606 20250917 ... 2774 2744 FU
216 216 FU2607 20250917 ... 2754 2730 FU
217 217 FU2608 20250917 ... 2746 2723 FU
218 218 FU2609 20250917 ... 2723 2703 FU
219 219 BU2510 20250917 ... 3448 3437 BU
220 220 BU2511 20250917 ... 3439 3425 BU
221 221 BU2512 20250917 ... 3401 3384 BU
222 222 BU2601 20250917 ... 3382 3367 BU
223 223 BU2602 20250917 ... 3380 3366 BU
224 224 BU2603 20250917 ... 3383 3355 BU
225 225 BU2604 20250917 ... 3375 3340 BU
226 226 BU2605 20250917 ... 3374 3359 BU
227 227 BU2606 20250917 ... 3374 3358 BU
228 228 BU2607 20250917 ... 3363 3353 BU
229 229 BU2608 20250917 ... 3367 3350 BU
230 230 BU2609 20250917 ... 3357 3345 BU
231 231 BU2612 20250917 ... 3321 3308 BU
232 232 BU2703 20250917 ... 3325 3311 BU
233 233 BU2706 20250917 ... 3325 3319 BU
234 234 BU2709 20250917 ... 3314 3308 BU
235 235 BR2510 20250917 ... 11665 11710 BR
236 236 BR2511 20250917 ... 11620 11670 BR
237 237 BR2512 20250917 ... 11620 11660 BR
238 238 BR2601 20250917 ... 11625 11670 BR
239 239 BR2602 20250917 ... 11605 11635 BR
240 240 BR2603 20250917 ... 11640 11680 BR
241 241 BR2604 20250917 ... 11670 11690 BR
242 242 BR2605 20250917 ... 11635 11735 BR
243 243 BR2606 20250917 ... 11775 11775 BR
244 244 BR2607 20250917 ... 11880 11885 BR
245 245 BR2608 20250917 ... 11855 11900 BR
246 246 BR2609 20250917 ... 11780 11770 BR
247 247 RU2510 20250917 ... 15015 15105 RU
248 248 RU2511 20250917 ... 14960 15050 RU
249 249 RU2601 20250917 ... 15900 16000 RU
250 250 RU2603 20250917 ... 15860 15990 RU
251 251 RU2604 20250917 ... 15830 15990 RU
252 252 RU2605 20250917 ... 15885 15985 RU
253 253 RU2606 20250917 ... 15875 16005 RU
254 254 RU2607 20250917 ... 15960 15915 RU
255 255 RU2608 20250917 ... 15965 16055 RU
256 256 RU2609 20250917 ... 15975 16070 RU
257 257 NR2510 20250917 ... 12570 12640 NR
258 258 NR2511 20250917 ... 12595 12690 NR
259 259 NR2512 20250917 ... 12630 12725 NR
260 260 NR2601 20250917 ... 12660 12755 NR
261 261 NR2602 20250917 ... 12650 12785 NR
262 262 NR2603 20250917 ... 12635 12780 NR
263 263 NR2604 20250917 ... 12665 12795 NR
264 264 NR2605 20250917 ... 12670 12825 NR
265 265 NR2606 20250917 ... 12635 12635 NR
266 266 NR2607 20250917 ... 12655 12655 NR
267 267 NR2608 20250917 ... 12685 12685 NR
268 268 NR2609 20250917 ... 12685 12685 NR
269 269 SP2510 20250917 ... 5030 5048 SP
270 270 SP2511 20250917 ... 5054 5074 SP
271 271 SP2512 20250917 ... 5068 5088 SP
272 272 SP2601 20250917 ... 5344 5348 SP
273 273 SP2602 20250917 ... 5328 5334 SP
274 274 SP2603 20250917 ... 5342 5340 SP
275 275 SP2604 20250917 ... 5346 5344 SP
276 276 SP2605 20250917 ... 5356 5354 SP
277 277 SP2606 20250917 ... 5362 5360 SP
278 278 SP2607 20250917 ... 5366 5358 SP
279 279 SP2608 20250917 ... 5372 5358 SP
280 280 SP2609 20250917 ... 5368 5370 SP
281 281 OP2601 20250917 ... 4258 4258 OP
282 282 OP2602 20250917 ... 4256 4256 OP
283 283 OP2603 20250917 ... 4260 4284 OP
284 284 OP2604 20250917 ... 4278 4272 OP
285 285 OP2605 20250917 ... 4280 4286 OP
286 286 OP2606 20250917 ... 4252 4268 OP
287 287 OP2607 20250917 ... 4262 4276 OP
288 288 OP2608 20250917 ... 4272 4292 OP
289 289 OP2609 20250917 ... 4256 4256 OP
290 290 EC2510 20250917 ... 1129.4 1189.6 EC
291 291 EC2512 20250917 ... 1665.3 1710.7 EC
292 292 EC2602 20250917 ... 1572.8 1583.1 EC
293 293 EC2604 20250917 ... 1278.3 1283.3 EC
294 294 EC2606 20250917 ... 1460.7 1459 EC
295 295 EC2608 20250917 ... 1618.6 1622 EC
296 296 SC_TAS2510 20250917 ... SC_TAS
297 297 SC_TAS2511 20250917 ... SC_TAS
298 298 SC_TAS2512 20250917 ... SC_TAS
299 299 SC_TAS2601 20250917 ... SC_TAS
[300 rows x 13 columns]
2025-09-17 18:26:51,842 - future_1d - INFO - ak.get_shfe_daily('2025-09-17') done
symbol date open ... settle pre_settle variety
0 a2511 20250917 3924.00 ... 3914.00 3934.00 A
1 a2601 20250917 3933.00 ... 3919.00 3937.00 A
2 a2603 20250917 3938.00 ... 3924.00 3943.00 A
3 a2605 20250917 3981.00 ... 3964.00 3984.00 A
4 a2607 20250917 3984.00 ... 3970.00 3990.00 A
5 a2609 20250917 3993.00 ... 3976.00 3998.00 A
6 b2510 20250917 3705.00 ... 3689.00 3704.00 B
7 b2511 20250917 3734.00 ... 3705.00 3745.00 B
8 b2512 20250917 3774.00 ... 3748.00 3778.00 B
9 b2601 20250917 3772.00 ... 3741.00 3765.00 B
10 b2602 20250917 3750.00 ... 3725.00 3748.00 B
11 b2603 20250917 3699.00 ... 3682.00 3701.00 B
12 b2604 20250917 3590.00 ... 3577.00 3589.00 B
13 b2605 20250917 3520.00 ... 3508.00 3519.00 B
14 b2606 20250917 3489.00 ... 3482.00 3489.00 B
15 b2607 20250917 3488.00 ... 3484.00 3488.00 B
16 b2608 20250917 3588.00 ... 3582.00 3586.00 B
17 b2609 20250917 3613.00 ... 3591.00 3607.00 B
18 bb2511 20250917 142.35 ... 142.30 142.25 BB
19 bb2601 20250917 146.95 ... 146.95 147.30 BB
20 bb2603 20250917 0.00 ... 146.90 146.90 BB
21 bb2605 20250917 0.00 ... 141.60 141.90 BB
22 bb2607 20250917 0.00 ... 146.40 146.70 BB
23 bb2609 20250917 0.00 ... 146.40 146.70 BB
24 bz2603 20250917 6090.00 ... 6069.00 6078.00 BZ
25 bz2604 20250917 6069.00 ... 6046.00 6069.00 BZ
26 bz2605 20250917 0.00 ... 6072.00 6072.00 BZ
27 bz2606 20250917 0.00 ... 6008.00 6008.00 BZ
28 bz2607 20250917 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250917 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250917 2166.00 ... 2163.00 2169.00 C
31 c2601 20250917 2153.00 ... 2155.00 2158.00 C
32 c2603 20250917 2166.00 ... 2166.00 2173.00 C
33 c2605 20250917 2226.00 ... 2226.00 2231.00 C
34 c2607 20250917 2243.00 ... 2240.00 2246.00 C
35 c2609 20250917 2256.00 ... 2254.00 2262.00 C
36 cs2511 20250917 2442.00 ... 2448.00 2445.00 CS
37 cs2601 20250917 2467.00 ... 2471.00 2475.00 CS
38 cs2603 20250917 2477.00 ... 2479.00 2485.00 CS
39 cs2605 20250917 2564.00 ... 2562.00 2568.00 CS
40 cs2607 20250917 2568.00 ... 2567.00 2575.00 CS
41 cs2609 20250917 2585.00 ... 2585.00 2592.00 CS
42 eb2509 20250917 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250917 7175.00 ... 7159.00 7158.00 EB
44 eb2511 20250917 7197.00 ... 7176.00 7170.00 EB
45 eb2512 20250917 7195.00 ... 7182.00 7175.00 EB
46 eb2601 20250917 7195.00 ... 7200.00 7195.00 EB
47 eb2602 20250917 7219.00 ... 7220.00 7216.00 EB
48 eb2603 20250917 7254.00 ... 7240.00 7237.00 EB
49 eb2604 20250917 7276.00 ... 7273.00 7272.00 EB
50 eb2605 20250917 7295.00 ... 7288.00 7288.00 EB
51 eb2606 20250917 0.00 ... 7297.00 7297.00 EB
52 eb2607 20250917 0.00 ... 7314.00 7314.00 EB
53 eb2608 20250917 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250917 0.00 ... 4338.00 4338.00 EG
55 eg2510 20250917 4309.00 ... 4312.00 4314.00 EG
56 eg2511 20250917 4287.00 ... 4280.00 4291.00 EG
57 eg2512 20250917 4287.00 ... 4273.00 4306.00 EG
58 eg2601 20250917 4283.00 ... 4289.00 4298.00 EG
59 eg2602 20250917 4293.00 ... 4295.00 4308.00 EG
60 eg2603 20250917 4294.00 ... 4298.00 4302.00 EG
61 eg2604 20250917 4343.00 ... 4340.00 4340.00 EG
62 eg2605 20250917 4341.00 ... 4340.00 4349.00 EG
63 eg2606 20250917 4354.00 ... 4348.00 4332.00 EG
64 eg2607 20250917 0.00 ... 4343.00 4343.00 EG
65 eg2608 20250917 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250917 1269.50 ... 1268.50 1269.00 FB
67 fb2511 20250917 1251.50 ... 1251.00 1257.00 FB
68 fb2512 20250917 1262.50 ... 1259.50 1263.50 FB
69 fb2601 20250917 1253.00 ... 1253.50 1255.50 FB
70 fb2602 20250917 1249.50 ... 1248.50 1249.50 FB
71 fb2603 20250917 1249.00 ... 1249.00 1250.50 FB
72 fb2604 20250917 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250917 0.00 ... 1301.50 1301.50 FB
74 fb2606 20250917 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250917 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250917 0.00 ... 1285.00 1285.00 FB
77 fb2609 20250917 0.00 ... 1296.00 1296.00 FB
78 i2510 20250917 821.00 ... 820.00 824.50 I
79 i2511 20250917 818.00 ... 815.50 819.00 I
80 i2512 20250917 812.50 ... 809.50 814.00 I
81 i2601 20250917 804.00 ... 801.00 805.50 I
82 i2602 20250917 800.00 ... 795.50 800.50 I
83 i2603 20250917 794.00 ... 790.00 795.00 I
84 i2604 20250917 790.00 ... 786.50 791.00 I
85 i2605 20250917 783.00 ... 780.00 783.50 I
86 i2606 20250917 777.50 ... 775.00 777.50 I
87 i2607 20250917 773.50 ... 770.50 773.50 I
88 i2608 20250917 769.00 ... 766.00 768.50 I
89 i2609 20250917 763.00 ... 760.50 764.00 I
90 j2510 20250917 1636.50 ... 1628.50 1628.50 J
91 j2511 20250917 1670.00 ... 1655.50 1662.00 J
92 j2512 20250917 1688.00 ... 1691.00 1690.00 J
93 j2601 20250917 1740.00 ... 1728.00 1726.50 J
94 j2602 20250917 1754.00 ... 1754.00 1755.00 J
95 j2603 20250917 0.00 ... 1763.50 1721.50 J
96 j2604 20250917 0.00 ... 1814.00 1814.00 J
97 j2605 20250917 1873.00 ... 1857.00 1868.50 J
98 j2606 20250917 0.00 ... 1887.00 1887.00 J
99 j2607 20250917 1885.00 ... 1885.00 1900.50 J
100 j2608 20250917 0.00 ... 1906.00 1906.00 J
101 j2609 20250917 1898.00 ... 1895.00 1911.50 J
102 jd2509 20250917 3235.00 ... 3226.00 3265.00 JD
103 jd2510 20250917 3080.00 ... 3063.00 3116.00 JD
104 jd2511 20250917 3098.00 ... 3110.00 3132.00 JD
105 jd2512 20250917 3200.00 ... 3208.00 3232.00 JD
106 jd2601 20250917 3370.00 ... 3375.00 3382.00 JD
107 jd2602 20250917 3125.00 ... 3117.00 3121.00 JD
108 jd2603 20250917 3141.00 ... 3130.00 3133.00 JD
109 jd2604 20250917 3330.00 ... 3318.00 3308.00 JD
110 jd2605 20250917 3435.00 ... 3436.00 3422.00 JD
111 jd2606 20250917 3247.00 ... 3245.00 3228.00 JD
112 jd2607 20250917 3490.00 ... 3487.00 3476.00 JD
113 jd2608 20250917 3915.00 ... 3916.00 3905.00 JD
114 jm2510 20250917 1047.00 ... 1043.00 1037.00 JM
115 jm2511 20250917 1108.00 ... 1094.50 1102.50 JM
116 jm2512 20250917 1180.00 ... 1163.50 1170.50 JM
117 jm2601 20250917 1255.00 ... 1229.50 1228.50 JM
118 jm2602 20250917 1270.50 ... 1252.50 1258.50 JM
119 jm2603 20250917 1298.00 ... 1269.50 1280.50 JM
120 jm2604 20250917 1324.00 ... 1288.50 1304.50 JM
121 jm2605 20250917 1340.00 ... 1309.00 1324.00 JM
122 jm2606 20250917 1350.50 ... 1326.00 1339.00 JM
123 jm2607 20250917 1364.50 ... 1331.50 1349.50 JM
124 jm2608 20250917 1377.50 ... 1342.50 1358.50 JM
125 jm2609 20250917 1395.00 ... 1363.50 1371.50 JM
126 l2510 20250917 7176.00 ... 7165.00 7177.00 L
127 l2511 20250917 7209.00 ... 7195.00 7209.00 L
128 l2512 20250917 7239.00 ... 7225.00 7239.00 L
129 l2601 20250917 7252.00 ... 7249.00 7260.00 L
130 l2602 20250917 7244.00 ... 7241.00 7246.00 L
131 l2603 20250917 7259.00 ... 7257.00 7262.00 L
132 l2604 20250917 7294.00 ... 7290.00 7284.00 L
133 l2605 20250917 7285.00 ... 7290.00 7284.00 L
134 l2606 20250917 7282.00 ... 7280.00 7283.00 L
135 l2607 20250917 7301.00 ... 7302.00 7296.00 L
136 l2608 20250917 7309.00 ... 7310.00 7306.00 L
137 l2609 20250917 7315.00 ... 7311.00 7299.00 L
138 lg2509 20250917 770.00 ... 770.00 768.00 LG
139 lg2511 20250917 806.50 ... 808.50 806.50 LG
140 lg2601 20250917 820.50 ... 822.50 820.50 LG
141 lg2603 20250917 826.00 ... 827.00 826.50 LG
142 lg2605 20250917 832.50 ... 831.50 832.50 LG
143 lg2607 20250917 832.00 ... 832.50 833.00 LG
144 lh2509 20250917 12985.00 ... 12985.00 13100.00 LH
145 lh2511 20250917 13110.00 ... 13055.00 13210.00 LH
146 lh2601 20250917 13690.00 ... 13575.00 13725.00 LH
147 lh2603 20250917 13025.00 ... 13005.00 13025.00 LH
148 lh2605 20250917 13600.00 ... 13540.00 13555.00 LH
149 lh2607 20250917 14400.00 ... 14315.00 14240.00 LH
150 m2511 20250917 3009.00 ... 2980.00 3015.00 M
151 m2512 20250917 3058.00 ... 3031.00 3064.00 M
152 m2601 20250917 3042.00 ... 3019.00 3046.00 M
153 m2603 20250917 2980.00 ... 2960.00 2986.00 M
154 m2605 20250917 2804.00 ... 2790.00 2807.00 M
155 m2607 20250917 2783.00 ... 2774.00 2786.00 M
156 m2608 20250917 2911.00 ... 2901.00 2912.00 M
157 m2609 20250917 2915.00 ... 2904.00 2918.00 M
158 p2510 20250917 9402.00 ... 9408.00 9406.00 P
159 p2511 20250917 9466.00 ... 9416.00 9432.00 P
160 p2512 20250917 9506.00 ... 9464.00 9462.00 P
161 p2601 20250917 9534.00 ... 9494.00 9484.00 P
162 p2602 20250917 9498.00 ... 9464.00 9434.00 P
163 p2603 20250917 9466.00 ... 9416.00 9404.00 P
164 p2604 20250917 9400.00 ... 9340.00 9326.00 P
165 p2605 20250917 9290.00 ... 9258.00 9242.00 P
166 p2606 20250917 9198.00 ... 9140.00 9126.00 P
167 p2607 20250917 9090.00 ... 9060.00 9020.00 P
168 p2608 20250917 9028.00 ... 8988.00 8954.00 P
169 p2609 20250917 8930.00 ... 8922.00 8882.00 P
170 pg2509 20250917 3798.00 ... 3752.00 3750.00 PG
171 pg2510 20250917 4477.00 ... 4485.00 4494.00 PG
172 pg2511 20250917 4428.00 ... 4431.00 4440.00 PG
173 pg2512 20250917 4370.00 ... 4372.00 4377.00 PG
174 pg2601 20250917 4303.00 ... 4305.00 4313.00 PG
175 pg2602 20250917 4235.00 ... 4240.00 4242.00 PG
176 pg2603 20250917 4146.00 ... 4148.00 4151.00 PG
177 pg2604 20250917 4449.00 ... 4476.00 4476.00 PG
178 pg2605 20250917 4375.00 ... 4383.00 4385.00 PG
179 pg2606 20250917 4327.00 ... 4327.00 4323.00 PG
180 pg2607 20250917 0.00 ... 4270.00 4270.00 PG
181 pg2608 20250917 0.00 ... 4204.00 4204.00 PG
182 pp2510 20250917 6898.00 ... 6878.00 6887.00 PP
183 pp2511 20250917 6906.00 ... 6916.00 6922.00 PP
184 pp2512 20250917 6952.00 ... 6951.00 6959.00 PP
185 pp2601 20250917 6977.00 ... 6982.00 6992.00 PP
186 pp2602 20250917 6961.00 ... 6958.00 6966.00 PP
187 pp2603 20250917 6969.00 ... 6969.00 6958.00 PP
188 pp2604 20250917 6992.00 ... 6996.00 6979.00 PP
189 pp2605 20250917 7005.00 ... 7013.00 7010.00 PP
190 pp2606 20250917 6983.00 ... 6982.00 6966.00 PP
191 pp2607 20250917 6952.00 ... 6950.00 6945.00 PP
192 pp2608 20250917 6958.00 ... 6958.00 6944.00 PP
193 pp2609 20250917 6977.00 ... 6983.00 6976.00 PP
194 rr2510 20250917 3604.00 ... 3604.00 3594.00 RR
195 rr2511 20250917 3604.00 ... 3605.00 3602.00 RR
196 rr2512 20250917 3601.00 ... 3599.00 3598.00 RR
197 rr2601 20250917 3621.00 ... 3621.00 3617.00 RR
198 rr2602 20250917 3599.00 ... 3599.00 3597.00 RR
199 rr2603 20250917 3608.00 ... 3608.00 3610.00 RR
200 rr2604 20250917 3611.00 ... 3611.00 3607.00 RR
201 rr2605 20250917 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250917 0.00 ... 3597.00 3597.00 RR
203 rr2607 20250917 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250917 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250917 0.00 ... 3614.00 3614.00 RR
206 v2510 20250917 4853.00 ... 4852.00 4849.00 V
207 v2511 20250917 4881.00 ... 4883.00 4882.00 V
208 v2512 20250917 4929.00 ... 4924.00 4921.00 V
209 v2601 20250917 4966.00 ... 4967.00 4964.00 V
210 v2602 20250917 5003.00 ... 5005.00 4998.00 V
211 v2603 20250917 5038.00 ... 5035.00 5028.00 V
212 v2604 20250917 5234.00 ... 5228.00 5233.00 V
213 v2605 20250917 5266.00 ... 5268.00 5270.00 V
214 v2606 20250917 5301.00 ... 5299.00 5302.00 V
215 v2607 20250917 5321.00 ... 5329.00 5327.00 V
216 v2608 20250917 5371.00 ... 5366.00 5368.00 V
217 v2609 20250917 5373.00 ... 5382.00 5384.00 V
218 y2511 20250917 8458.00 ... 8440.00 8446.00 Y
219 y2512 20250917 8478.00 ... 8476.00 8462.00 Y
220 y2601 20250917 8448.00 ... 8422.00 8418.00 Y
221 y2603 20250917 8356.00 ... 8350.00 8336.00 Y
222 y2605 20250917 8150.00 ... 8132.00 8122.00 Y
223 y2607 20250917 8094.00 ... 8088.00 8076.00 Y
224 y2608 20250917 8114.00 ... 8104.00 8078.00 Y
225 y2609 20250917 8100.00 ... 8080.00 8086.00 Y
[226 rows x 12 columns]
2025-09-17 18:26:52,409 - future_1d - INFO - ak.get_dce_daily('2025-09-17') done
2025-09-17 18:26:54,162 - future_1d - INFO - save future_daily 2025-09-17 completed