=========================================================================
2025-08-05 16:25:33 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-08-05 16:25:35,565 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-05 16:25:35,982 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-30, end_day=2025-07-30) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-30 C 2332.86 ... -0.009799 c2509 c
1 2025-07-30 A 4295.0 ... -0.033295 a2509 a
2 2025-07-30 M 2964.0 ... 0.012483 m2509 m
3 2025-07-30 Y 8484.0 ... -0.028289 y2509 y
4 2025-07-30 P 9044.0 ... -0.007961 p2509 p
5 2025-07-30 JD 3400.0 ... 0.051176 jd2509 jd
6 2025-07-30 L 7466.67 ... -0.008661 l2509 l
7 2025-07-30 V 4997.0 ... 0.043626 v2509 v
8 2025-07-30 PP 7278.33 ... -0.015571 pp2509 pp
9 2025-07-30 JM 1391.25 ... -0.113387 jm2601 jm
10 2025-07-30 I 799.11 ... -0.001389 i2509 i
11 2025-07-30 EG 4445.0 ... 0.004499 eg2509 eg
12 2025-07-30 EB 7720.0 ... -0.040933 eb2509 eb
13 2025-07-30 PG 4737.5 ... -0.146174 pg2509 pg
14 2025-07-30 LH 14220.0 ... -0.007032 lh2509 lh
15 2025-07-30 BZ 6078.67 ... 0.037069 bz2603 bz
16 2025-07-30 CF 15557.5 ... -0.111361 CF509 CF
17 2025-07-30 SR 6040.0 ... -0.033278 SR509 SR
18 2025-07-30 TA 4889.16 ... -0.003919 TA509 TA
19 2025-07-30 OI 9600.0 ... -0.003021 OI509 OI
20 2025-07-30 MA 2416.67 ... 0.006343 MA509 MA
21 2025-07-30 FG 1284.0 ... -0.052181 FG509 FG
22 2025-07-30 RM 2590.0 ... 0.043629 RM509 RM
23 2025-07-30 SF 5590.0 ... 0.091234 SF509 SF
24 2025-07-30 SM 5920.0 ... 0.051014 SM509 SM
25 2025-07-30 CY 23600.0 ... -0.155932 CY509 CY
26 2025-07-30 UR 1817.5 ... -0.037689 UR509 UR
27 2025-07-30 SA 1315.0 ... 0.013688 SA509 SA
28 2025-07-30 PF 6613.0 ... -0.004385 PF510 PF
29 2025-07-30 PX 7250.0 ... -0.035862 PX509 PX
30 2025-07-30 SH 861.0 ... 2.045296 SH509 SH
31 2025-07-30 PR 6067.5 ... -0.005192 PR509 PR
32 2025-07-30 CU 79323.33 ... -0.003194 cu2509 cu
33 2025-07-30 AL 20690.0 ... -0.003383 al2509 al
34 2025-07-30 ZN 22676.0 ... 0.000617 zn2509 zn
35 2025-07-30 PB 16818.75 ... 0.003642 pb2509 pb
36 2025-07-30 NI 123400.0 ... -0.011183 ni2509 ni
37 2025-07-30 SN 268062.5 ... -0.001203 sn2509 sn
38 2025-07-30 AU 770.09 ... 0.003935 au2510 au
39 2025-07-30 AG 9166.33 ... 0.004982 ag2510 ag
40 2025-07-30 RB 3392.34 ... -0.013955 rb2510 rb
41 2025-07-30 WR 3590.0 ... -0.00585 wr2510 wr
42 2025-07-30 HC 3570.0 ... -0.015406 hc2510 hc
43 2025-07-30 FU 5312.5 ... -0.445835 fu2509 fu
44 2025-07-30 BU 3726.67 ... -0.025403 bu2510 bu
45 2025-07-30 RU 15008.33 ... -0.000888 ru2509 ru
46 2025-07-30 SP 5950.0 ... -0.098151 sp2509 sp
47 2025-07-30 SS 13080.0 ... -0.010703 ss2509 ss
48 2025-07-30 BR 12210.0 ... -0.030713 br2509 br
49 2025-07-30 SI 10110.0 ... -0.075668 SI2509 si
50 2025-07-30 LC 72833.33 ... -0.016659 LC2509 lc
51 2025-07-30 PS 46666.67 ... 0.141928 PS2509 ps
[52 rows x 15 columns]
2025-08-05 16:25:36,534 - future_1d - INFO - save future_spot 2025-07-30 completed
2025-08-05 16:25:42,838 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-31, end_day=2025-07-31) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-31 C 2332.86 ... -0.012371 c2509 c
1 2025-07-31 A 4295.0 ... -0.036787 a2509 a
2 2025-07-31 M 2984.0 ... 0.007373 m2509 m
3 2025-07-31 Y 8454.0 ... -0.029335 y2509 y
4 2025-07-31 P 9012.0 ... -0.011096 p2509 p
5 2025-07-31 JD 3335.0 ... 0.058171 jd2509 jd
6 2025-07-31 L 7466.67 ... -0.013081 l2509 l
7 2025-07-31 V 4869.0 ... 0.047443 v2509 v
8 2025-07-31 PP 7278.33 ... -0.019281 pp2509 pp
9 2025-07-31 JM 1391.25 ... -0.152561 jm2601 jm
10 2025-07-31 I 786.22 ... -0.002188 i2509 i
11 2025-07-31 EG 4436.67 ... -0.001053 eg2509 eg
12 2025-07-31 EB 7694.0 ... -0.041721 eb2509 eb
13 2025-07-31 PG 4762.5 ... -0.148346 pg2509 pg
14 2025-07-31 LH 14180.0 ... -0.013047 lh2511 lh
15 2025-07-31 BZ 6082.0 ... 0.037981 bz2603 bz
16 2025-07-31 CF 15557.5 ... -0.119396 CF509 CF
17 2025-07-31 SR 6036.67 ... -0.03904 SR509 SR
18 2025-07-31 TA 4859.59 ... -0.00362 TA509 TA
19 2025-07-31 OI 9621.67 ... -0.007761 OI509 OI
20 2025-07-31 MA 2393.33 ... 0.007801 MA509 MA
21 2025-07-31 FG 1284.0 ... -0.107477 FG509 FG
22 2025-07-31 RM 2656.67 ... 0.024215 RM509 RM
23 2025-07-31 SF 5528.57 ... 0.046564 SF509 SF
24 2025-07-31 SM 5876.0 ... 0.019061 SM509 SM
25 2025-07-31 CY 23600.0 ... -0.159958 CY509 CY
26 2025-07-31 UR 1812.5 ... -0.049931 UR509 UR
27 2025-07-31 SA 1315.0 ... -0.034981 SA509 SA
28 2025-07-31 PF 6600.0 ... -0.005152 PF510 PF
29 2025-07-31 PX 7250.0 ... -0.037241 PX509 PX
30 2025-07-31 SH 861.0 ... 1.987224 SH509 SH
31 2025-07-31 PR 6060.0 ... -0.007261 PR510 PR
32 2025-07-31 CU 78590.0 ... -0.001909 cu2509 cu
33 2025-07-31 AL 20596.67 ... -0.001295 al2509 al
34 2025-07-31 ZN 22296.0 ... 0.006459 zn2509 zn
35 2025-07-31 PB 16743.75 ... 0.003957 pb2509 pb
36 2025-07-31 NI 121466.67 ... -0.008123 ni2509 ni
37 2025-07-31 SN 265575.0 ... 0.002203 sn2509 sn
38 2025-07-31 AU 766.06 ... 0.005091 au2510 au
39 2025-07-31 AG 8962.0 ... 0.010823 ag2510 ag
40 2025-07-31 RB 3345.0 ... -0.030493 rb2510 rb
41 2025-07-31 WR 3537.5 ... -0.024452 wr2510 wr
42 2025-07-31 HC 3510.0 ... -0.025356 hc2510 hc
43 2025-07-31 FU 5312.5 ... -0.444141 fu2509 fu
44 2025-07-31 BU 3726.67 ... -0.020573 bu2510 bu
45 2025-07-31 RU 14700.0 ... 0.001361 ru2509 ru
46 2025-07-31 SP 5900.0 ... -0.107119 sp2509 sp
47 2025-07-31 SS 13080.0 ... -0.018731 ss2509 ss
48 2025-07-31 BR 12110.0 ... -0.043765 br2509 br
49 2025-07-31 SI 10000.0 ... -0.114 SI2509 si
50 2025-07-31 LC 72333.33 ... -0.06212 LC2509 lc
51 2025-07-31 PS 47333.33 ... 0.071866 PS2509 ps
[52 rows x 15 columns]
2025-08-05 16:25:42,993 - future_1d - INFO - save future_spot 2025-07-31 completed
2025-08-05 16:25:49,357 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-01, end_day=2025-08-01) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-01 C 2332.86 ... -0.0158 c2509 c
1 2025-08-01 A 4300.0 ... -0.044186 a2511 a
2 2025-08-01 M 2998.0 ... 0.012342 m2601 m
3 2025-08-01 Y 8484.0 ... -0.030174 y2509 y
4 2025-08-01 P 8992.0 ... -0.010899 p2509 p
5 2025-08-01 JD 3325.0 ... 0.052932 jd2509 jd
6 2025-08-01 L 7453.33 ... -0.015742 l2509 l
7 2025-08-01 V 4812.0 ... 0.047382 v2509 v
8 2025-08-01 PP 7290.0 ... -0.02428 pp2509 pp
9 2025-08-01 JM 1391.25 ... -0.198562 jm2601 jm
10 2025-08-01 I 786.22 ... -0.002188 i2509 i
11 2025-08-01 EG 4435.0 ... -0.006539 eg2509 eg
12 2025-08-01 EB 7646.0 ... -0.042767 eb2509 eb
13 2025-08-01 PG 4747.5 ... -0.16019 pg2509 pg
14 2025-08-01 LH 14200.0 ... -0.023944 lh2511 lh
15 2025-08-01 BZ 6075.33 ... 0.034347 bz2603 bz
16 2025-08-01 CF 15269.5 ... -0.096238 CF601 CF
17 2025-08-01 SR 6036.67 ... -0.0455 SR509 SR
18 2025-08-01 TA 4821.25 ... -0.012289 TA509 TA
19 2025-08-01 OI 9623.33 ... -0.013335 OI509 OI
20 2025-08-01 MA 2389.17 ... 0.005789 MA509 MA
21 2025-08-01 FG 1284.0 ... -0.140187 FG509 FG
22 2025-08-01 RM 2650.0 ... 0.010943 RM509 RM
23 2025-08-01 SF 5485.71 ... 0.040157 SF509 SF
24 2025-08-01 SM 5836.0 ... 0.023646 SM509 SM
25 2025-08-01 CY 23600.0 ... -0.162712 CY509 CY
26 2025-08-01 UR 1812.5 ... -0.054345 UR509 UR
27 2025-08-01 SA 1315.0 ... -0.046388 SA509 SA
28 2025-08-01 PF 6576.67 ... -0.015611 PF510 PF
29 2025-08-01 PX 7000.0 ... -0.022 PX509 PX
30 2025-08-01 SH 861.0 ... 1.95122 SH509 SH
31 2025-08-01 PR 6060.0 ... -0.014191 PR510 PR
32 2025-08-01 CU 78371.67 ... -0.001297 cu2509 cu
33 2025-08-01 AL 20596.67 ... -0.005907 al2509 al
34 2025-08-01 ZN 22300.0 ... 0.002018 zn2509 zn
35 2025-08-01 PB 16600.0 ... 0.003614 pb2509 pb
36 2025-08-01 NI 121150.0 ... -0.009657 ni2509 ni
37 2025-08-01 SN 264625.0 ... -0.001417 sn2509 sn
38 2025-08-01 AU 766.43 ... 0.005832 au2510 au
39 2025-08-01 AG 8962.0 ... -0.004352 ag2510 ag
40 2025-08-01 RB 3331.5 ... -0.03557 rb2510 rb
41 2025-08-01 WR 3537.5 ... -0.0253 wr2510 wr
42 2025-08-01 HC 3510.0 ... -0.02906 hc2510 hc
43 2025-08-01 FU 5312.5 ... -0.451482 fu2509 fu
44 2025-08-01 BU 3730.0 ... -0.023324 bu2510 bu
45 2025-08-01 RU 14458.33 ... 0.05683 ru2601 ru
46 2025-08-01 SP 5900.0 ... -0.118305 sp2511 sp
47 2025-08-01 SS 13080.0 ... -0.016437 ss2509 ss
48 2025-08-01 BR 11960.0 ... -0.040552 br2509 br
49 2025-08-01 SI 9980.0 ... -0.132265 SI2509 si
50 2025-08-01 LC 71333.33 ... -0.034673 LC2509 lc
51 2025-08-01 PS 47333.33 ... 0.042606 PS2509 ps
[52 rows x 15 columns]
2025-08-05 16:25:49,515 - future_1d - INFO - save future_spot 2025-08-01 completed
2025-08-05 16:25:56,583 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-04, end_day=2025-08-04) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-04 C 2328.57 ... -0.017423 c2509 c
1 2025-08-04 A 4300.0 ... -0.045349 a2511 a
2 2025-08-04 M 3016.0 ... 0.011273 m2601 m
3 2025-08-04 Y 8428.0 ... -0.021595 y2509 y
4 2025-08-04 P 8888.0 ... -0.008326 p2509 p
5 2025-08-04 JD 3210.0 ... 0.057321 jd2509 jd
6 2025-08-04 L 7441.67 ... -0.022262 l2509 l
7 2025-08-04 V 4751.0 ... 0.047779 v2509 v
8 2025-08-04 PP 7295.0 ... -0.03098 pp2509 pp
9 2025-08-04 JM 1391.25 ... -0.205391 jm2601 jm
10 2025-08-04 I 780.67 ... 0.01067 i2509 i
11 2025-08-04 EG 4435.0 ... -0.013529 eg2509 eg
12 2025-08-04 EB 7610.0 ... -0.044284 eb2509 eb
13 2025-08-04 PG 4657.5 ... -0.158132 pg2509 pg
14 2025-08-04 LH 14180.0 ... -0.023977 lh2511 lh
15 2025-08-04 BZ 6002.0 ... 0.038154 bz2603 bz
16 2025-08-04 CF 15172.17 ... -0.091758 CF601 CF
17 2025-08-04 SR 6030.0 ... -0.066998 SR601 SR
18 2025-08-04 TA 4808.75 ... -0.019288 TA509 TA
19 2025-08-04 OI 9623.33 ... -0.013855 OI509 OI
20 2025-08-04 MA 2375.83 ... 0.003439 MA509 MA
21 2025-08-04 FG 1234.4 ... -0.121841 FG509 FG
22 2025-08-04 RM 2653.33 ... 0.012313 RM509 RM
23 2025-08-04 SF 5485.71 ... 0.031407 SF509 SF
24 2025-08-04 SM 5816.0 ... 0.025103 SM509 SM
25 2025-08-04 CY 23600.0 ... -0.1625 CY511 CY
26 2025-08-04 UR 1812.5 ... -0.047724 UR509 UR
27 2025-08-04 SA 1315.0 ... -0.052471 SA509 SA
28 2025-08-04 PF 6532.92 ... -0.017285 PF510 PF
29 2025-08-04 PX 7000.0 ... -0.031429 PX509 PX
30 2025-08-04 SH 859.0 ... 1.930151 SH509 SH
31 2025-08-04 PR 5972.5 ... -0.006781 PR510 PR
32 2025-08-04 CU 78418.33 ... -0.002529 cu2509 cu
33 2025-08-04 AL 20493.33 ... -0.00187 al2509 al
34 2025-08-04 ZN 22148.0 ... 0.002574 zn2509 zn
35 2025-08-04 PB 16737.5 ... 0.002539 pb2509 pb
36 2025-08-04 NI 121600.0 ... -0.013898 ni2509 ni
37 2025-08-04 SN 265812.5 ... 0.00127 sn2509 sn
38 2025-08-04 AU 773.69 ... 0.008776 au2510 au
39 2025-08-04 AG 8940.67 ... 0.006748 ag2510 ag
40 2025-08-04 RB 3307.66 ... -0.035874 rb2510 rb
41 2025-08-04 WR 3442.5 ... -0.012055 wr2510 wr
42 2025-08-04 HC 3433.33 ... -0.011747 hc2510 hc
43 2025-08-04 FU 5387.5 ... -0.467471 fu2509 fu
44 2025-08-04 BU 3726.67 ... -0.039357 bu2510 bu
45 2025-08-04 RU 14433.33 ... 0.053811 ru2601 ru
46 2025-08-04 SP 5900.0 ... -0.122373 sp2511 sp
47 2025-08-04 SS 13100.0 ... -0.019466 ss2509 ss
48 2025-08-04 BR 11950.0 ... -0.045607 br2509 br
49 2025-08-04 SI 9780.0 ... -0.144683 SI2509 si
50 2025-08-04 LC 70833.33 ... -0.018823 LC2511 lc
51 2025-08-04 PS 47333.33 ... 0.023592 PS2511 ps
[52 rows x 15 columns]
2025-08-05 16:25:56,738 - future_1d - INFO - save future_spot 2025-08-04 completed
2025-08-05 16:26:02,843 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-05, end_day=2025-08-05) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-05 C 2328.57 ... -0.029877 c2509 c
1 2025-08-05 A 4300.0 ... -0.046512 a2511 a
2 2025-08-05 M 3020.0 ... 0.016225 m2601 m
3 2025-08-05 Y 8448.0 ... -0.02178 y2601 y
4 2025-08-05 P 8962.0 ... -0.001785 p2509 p
5 2025-08-05 JD 3150.0 ... 0.061905 jd2509 jd
6 2025-08-05 L 7433.33 ... -0.019551 l2509 l
7 2025-08-05 V 4775.0 ... 0.045445 v2509 v
8 2025-08-05 PP 7280.0 ... -0.029396 pp2509 pp
9 2025-08-05 JM 1441.25 ... -0.204163 jm2601 jm
10 2025-08-05 I 788.89 ... 0.007745 i2509 i
11 2025-08-05 EG 4435.0 ... -0.012401 eg2509 eg
12 2025-08-05 EB 7564.0 ... -0.039265 eb2509 eb
13 2025-08-05 PG 4685.0 ... -0.178442 pg2509 pg
14 2025-08-05 LH 14170.0 ... -0.017996 lh2511 lh
15 2025-08-05 BZ 6012.0 ... 0.032934 bz2603 bz
16 2025-08-05 CF 15186.67 ... -0.089662 CF601 CF
17 2025-08-05 SR 6026.67 ... -0.064658 SR601 SR
18 2025-08-05 TA 4765.0 ... -0.018258 TA509 TA
19 2025-08-05 OI 9708.33 ... -0.014661 OI509 OI
20 2025-08-05 MA 2380.0 ... 0.00042 MA509 MA
21 2025-08-05 FG 1234.4 ... -0.130752 FG509 FG
22 2025-08-05 RM 2680.0 ... 0.014925 RM509 RM
23 2025-08-05 SF 5411.43 ... 0.047043 SF509 SF
24 2025-08-05 SM 5830.0 ... 0.024014 SM509 SM
25 2025-08-05 CY 23600.0 ... -0.162924 CY511 CY
26 2025-08-05 UR 1807.5 ... -0.028492 UR509 UR
27 2025-08-05 SA 1315.0 ... 0.023574 SA601 SA
28 2025-08-05 PF 6489.17 ... -0.01744 PF510 PF
29 2025-08-05 PX 7000.0 ... -0.039714 PX509 PX
30 2025-08-05 SH 859.0 ... 1.898719 SH509 SH
31 2025-08-05 PR 5972.5 ... -0.013144 PR510 PR
32 2025-08-05 CU 78658.33 ... -0.002267 cu2509 cu
33 2025-08-05 AL 20493.33 ... 0.000081 al2509 al
34 2025-08-05 ZN 22286.0 ... 0.001301 zn2509 zn
35 2025-08-05 PB 16681.25 ... 0.002023 pb2509 pb
36 2025-08-05 NI 121600.0 ... -0.006579 ni2509 ni
37 2025-08-05 SN 266775.0 ... -0.00238 sn2509 sn
38 2025-08-05 AU 773.69 ... 0.013739 au2510 au
39 2025-08-05 AG 8940.67 ... 0.014913 ag2510 ag
40 2025-08-05 RB 3320.34 ... -0.033232 rb2510 rb
41 2025-08-05 WR 3442.5 ... 0.001888 wr2510 wr
42 2025-08-05 HC 3473.33 ... -0.01046 hc2510 hc
43 2025-08-05 FU 5387.5 ... -0.476937 fu2509 fu
44 2025-08-05 BU 3700.0 ... -0.047838 bu2510 bu
45 2025-08-05 RU 14625.0 ... 0.051624 ru2601 ru
46 2025-08-05 SP 5900.0 ... -0.125085 sp2511 sp
47 2025-08-05 SS 13100.0 ... -0.01145 ss2509 ss
48 2025-08-05 BR 11820.0 ... -0.030457 br2509 br
49 2025-08-05 SI 9590.0 ... -0.124609 SI2511 si
50 2025-08-05 LC 70833.33 ... -0.032376 LC2511 lc
51 2025-08-05 PS 47333.33 ... 0.050845 PS2511 ps
[52 rows x 15 columns]
2025-08-05 16:26:03,044 - future_1d - INFO - save future_spot 2025-08-05 add
2025-08-05 16:26:03,052 - future_1d - INFO - 0 ... 4
date 2025-08-05 ... 2025-08-05
variety C ... P
spot_price 2328.57 ... 8962.0
near_contract c2509 ... p2508
near_contract_price 2259.0 ... 8808.0
dominant_contract c2509 ... p2509
dominant_contract_price 2259.0 ... 8946.0
near_month 2509 ... 2508
dominant_month 2509 ... 2509
near_basis -69.57 ... -154.0
dom_basis -69.57 ... -16.0
near_basis_rate -0.0299 ... -0.0172
dom_basis_rate -0.0299 ... -0.0018
symbol c2509 ... p2509
comd c ... p
created_at 2025-08-05 16:26:02.979427 ... 2025-08-05 16:26:02.979427
updated_at 2025-08-05 16:26:02.979824 ... 2025-08-05 16:26:02.979824
[17 rows x 5 columns]
=========================================================================
2025-08-05 18:25:26 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-08-05 18:25:28,089 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-05 18:25:28,448 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-30, end_day=2025-07-30) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-30 C 2332.86 ... -0.009799 c2509 c
1 2025-07-30 A 4295.0 ... -0.033295 a2509 a
2 2025-07-30 M 2964.0 ... 0.012483 m2509 m
3 2025-07-30 Y 8484.0 ... -0.028289 y2509 y
4 2025-07-30 P 9044.0 ... -0.007961 p2509 p
5 2025-07-30 JD 3400.0 ... 0.051176 jd2509 jd
6 2025-07-30 L 7466.67 ... -0.008661 l2509 l
7 2025-07-30 V 4997.0 ... 0.043626 v2509 v
8 2025-07-30 PP 7278.33 ... -0.015571 pp2509 pp
9 2025-07-30 JM 1391.25 ... -0.113387 jm2601 jm
10 2025-07-30 I 799.11 ... -0.001389 i2509 i
11 2025-07-30 EG 4445.0 ... 0.004499 eg2509 eg
12 2025-07-30 EB 7720.0 ... -0.040933 eb2509 eb
13 2025-07-30 PG 4737.5 ... -0.146174 pg2509 pg
14 2025-07-30 LH 14220.0 ... -0.007032 lh2509 lh
15 2025-07-30 BZ 6078.67 ... 0.037069 bz2603 bz
16 2025-07-30 CF 15557.5 ... -0.111361 CF509 CF
17 2025-07-30 SR 6040.0 ... -0.033278 SR509 SR
18 2025-07-30 TA 4889.16 ... -0.003919 TA509 TA
19 2025-07-30 OI 9600.0 ... -0.003021 OI509 OI
20 2025-07-30 MA 2416.67 ... 0.006343 MA509 MA
21 2025-07-30 FG 1284.0 ... -0.052181 FG509 FG
22 2025-07-30 RM 2590.0 ... 0.043629 RM509 RM
23 2025-07-30 SF 5590.0 ... 0.091234 SF509 SF
24 2025-07-30 SM 5920.0 ... 0.051014 SM509 SM
25 2025-07-30 CY 23600.0 ... -0.155932 CY509 CY
26 2025-07-30 UR 1817.5 ... -0.037689 UR509 UR
27 2025-07-30 SA 1315.0 ... 0.013688 SA509 SA
28 2025-07-30 PF 6613.0 ... -0.004385 PF510 PF
29 2025-07-30 PX 7250.0 ... -0.035862 PX509 PX
30 2025-07-30 SH 861.0 ... 2.045296 SH509 SH
31 2025-07-30 PR 6067.5 ... -0.005192 PR509 PR
32 2025-07-30 CU 79323.33 ... -0.003194 cu2509 cu
33 2025-07-30 AL 20690.0 ... -0.003383 al2509 al
34 2025-07-30 ZN 22676.0 ... 0.000617 zn2509 zn
35 2025-07-30 PB 16818.75 ... 0.003642 pb2509 pb
36 2025-07-30 NI 123400.0 ... -0.011183 ni2509 ni
37 2025-07-30 SN 268062.5 ... -0.001203 sn2509 sn
38 2025-07-30 AU 770.09 ... 0.003935 au2510 au
39 2025-07-30 AG 9166.33 ... 0.004982 ag2510 ag
40 2025-07-30 RB 3392.34 ... -0.013955 rb2510 rb
41 2025-07-30 WR 3590.0 ... -0.00585 wr2510 wr
42 2025-07-30 HC 3570.0 ... -0.015406 hc2510 hc
43 2025-07-30 FU 5312.5 ... -0.445835 fu2509 fu
44 2025-07-30 BU 3726.67 ... -0.025403 bu2510 bu
45 2025-07-30 RU 15008.33 ... -0.000888 ru2509 ru
46 2025-07-30 SP 5950.0 ... -0.098151 sp2509 sp
47 2025-07-30 SS 13080.0 ... -0.010703 ss2509 ss
48 2025-07-30 BR 12210.0 ... -0.030713 br2509 br
49 2025-07-30 SI 10110.0 ... -0.075668 SI2509 si
50 2025-07-30 LC 72833.33 ... -0.016659 LC2509 lc
51 2025-07-30 PS 46666.67 ... 0.141928 PS2509 ps
[52 rows x 15 columns]
2025-08-05 18:25:28,629 - future_1d - INFO - save future_spot 2025-07-30 completed
2025-08-05 18:25:31,975 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-31, end_day=2025-07-31) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-31 C 2332.86 ... -0.012371 c2509 c
1 2025-07-31 A 4295.0 ... -0.036787 a2509 a
2 2025-07-31 M 2984.0 ... 0.007373 m2509 m
3 2025-07-31 Y 8454.0 ... -0.029335 y2509 y
4 2025-07-31 P 9012.0 ... -0.011096 p2509 p
5 2025-07-31 JD 3335.0 ... 0.058171 jd2509 jd
6 2025-07-31 L 7466.67 ... -0.013081 l2509 l
7 2025-07-31 V 4869.0 ... 0.047443 v2509 v
8 2025-07-31 PP 7278.33 ... -0.019281 pp2509 pp
9 2025-07-31 JM 1391.25 ... -0.152561 jm2601 jm
10 2025-07-31 I 786.22 ... -0.002188 i2509 i
11 2025-07-31 EG 4436.67 ... -0.001053 eg2509 eg
12 2025-07-31 EB 7694.0 ... -0.041721 eb2509 eb
13 2025-07-31 PG 4762.5 ... -0.148346 pg2509 pg
14 2025-07-31 LH 14180.0 ... -0.013047 lh2511 lh
15 2025-07-31 BZ 6082.0 ... 0.037981 bz2603 bz
16 2025-07-31 CF 15557.5 ... -0.119396 CF509 CF
17 2025-07-31 SR 6036.67 ... -0.03904 SR509 SR
18 2025-07-31 TA 4859.59 ... -0.00362 TA509 TA
19 2025-07-31 OI 9621.67 ... -0.007761 OI509 OI
20 2025-07-31 MA 2393.33 ... 0.007801 MA509 MA
21 2025-07-31 FG 1284.0 ... -0.107477 FG509 FG
22 2025-07-31 RM 2656.67 ... 0.024215 RM509 RM
23 2025-07-31 SF 5528.57 ... 0.046564 SF509 SF
24 2025-07-31 SM 5876.0 ... 0.019061 SM509 SM
25 2025-07-31 CY 23600.0 ... -0.159958 CY509 CY
26 2025-07-31 UR 1812.5 ... -0.049931 UR509 UR
27 2025-07-31 SA 1315.0 ... -0.034981 SA509 SA
28 2025-07-31 PF 6600.0 ... -0.005152 PF510 PF
29 2025-07-31 PX 7250.0 ... -0.037241 PX509 PX
30 2025-07-31 SH 861.0 ... 1.987224 SH509 SH
31 2025-07-31 PR 6060.0 ... -0.007261 PR510 PR
32 2025-07-31 CU 78590.0 ... -0.001909 cu2509 cu
33 2025-07-31 AL 20596.67 ... -0.001295 al2509 al
34 2025-07-31 ZN 22296.0 ... 0.006459 zn2509 zn
35 2025-07-31 PB 16743.75 ... 0.003957 pb2509 pb
36 2025-07-31 NI 121466.67 ... -0.008123 ni2509 ni
37 2025-07-31 SN 265575.0 ... 0.002203 sn2509 sn
38 2025-07-31 AU 766.06 ... 0.005091 au2510 au
39 2025-07-31 AG 8962.0 ... 0.010823 ag2510 ag
40 2025-07-31 RB 3345.0 ... -0.030493 rb2510 rb
41 2025-07-31 WR 3537.5 ... -0.024452 wr2510 wr
42 2025-07-31 HC 3510.0 ... -0.025356 hc2510 hc
43 2025-07-31 FU 5312.5 ... -0.444141 fu2509 fu
44 2025-07-31 BU 3726.67 ... -0.020573 bu2510 bu
45 2025-07-31 RU 14700.0 ... 0.001361 ru2509 ru
46 2025-07-31 SP 5900.0 ... -0.107119 sp2509 sp
47 2025-07-31 SS 13080.0 ... -0.018731 ss2509 ss
48 2025-07-31 BR 12110.0 ... -0.043765 br2509 br
49 2025-07-31 SI 10000.0 ... -0.114 SI2509 si
50 2025-07-31 LC 72333.33 ... -0.06212 LC2509 lc
51 2025-07-31 PS 47333.33 ... 0.071866 PS2509 ps
[52 rows x 15 columns]
2025-08-05 18:25:32,134 - future_1d - INFO - save future_spot 2025-07-31 completed
2025-08-05 18:25:40,852 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-01, end_day=2025-08-01) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-01 C 2332.86 ... -0.0158 c2509 c
1 2025-08-01 A 4300.0 ... -0.044186 a2511 a
2 2025-08-01 M 2998.0 ... 0.012342 m2601 m
3 2025-08-01 Y 8484.0 ... -0.030174 y2509 y
4 2025-08-01 P 8992.0 ... -0.010899 p2509 p
5 2025-08-01 JD 3325.0 ... 0.052932 jd2509 jd
6 2025-08-01 L 7453.33 ... -0.015742 l2509 l
7 2025-08-01 V 4812.0 ... 0.047382 v2509 v
8 2025-08-01 PP 7290.0 ... -0.02428 pp2509 pp
9 2025-08-01 JM 1391.25 ... -0.198562 jm2601 jm
10 2025-08-01 I 786.22 ... -0.002188 i2509 i
11 2025-08-01 EG 4435.0 ... -0.006539 eg2509 eg
12 2025-08-01 EB 7646.0 ... -0.042767 eb2509 eb
13 2025-08-01 PG 4747.5 ... -0.16019 pg2509 pg
14 2025-08-01 LH 14200.0 ... -0.023944 lh2511 lh
15 2025-08-01 BZ 6075.33 ... 0.034347 bz2603 bz
16 2025-08-01 CF 15269.5 ... -0.096238 CF601 CF
17 2025-08-01 SR 6036.67 ... -0.0455 SR509 SR
18 2025-08-01 TA 4821.25 ... -0.012289 TA509 TA
19 2025-08-01 OI 9623.33 ... -0.013335 OI509 OI
20 2025-08-01 MA 2389.17 ... 0.005789 MA509 MA
21 2025-08-01 FG 1284.0 ... -0.140187 FG509 FG
22 2025-08-01 RM 2650.0 ... 0.010943 RM509 RM
23 2025-08-01 SF 5485.71 ... 0.040157 SF509 SF
24 2025-08-01 SM 5836.0 ... 0.023646 SM509 SM
25 2025-08-01 CY 23600.0 ... -0.162712 CY509 CY
26 2025-08-01 UR 1812.5 ... -0.054345 UR509 UR
27 2025-08-01 SA 1315.0 ... -0.046388 SA509 SA
28 2025-08-01 PF 6576.67 ... -0.015611 PF510 PF
29 2025-08-01 PX 7000.0 ... -0.022 PX509 PX
30 2025-08-01 SH 861.0 ... 1.95122 SH509 SH
31 2025-08-01 PR 6060.0 ... -0.014191 PR510 PR
32 2025-08-01 CU 78371.67 ... -0.001297 cu2509 cu
33 2025-08-01 AL 20596.67 ... -0.005907 al2509 al
34 2025-08-01 ZN 22300.0 ... 0.002018 zn2509 zn
35 2025-08-01 PB 16600.0 ... 0.003614 pb2509 pb
36 2025-08-01 NI 121150.0 ... -0.009657 ni2509 ni
37 2025-08-01 SN 264625.0 ... -0.001417 sn2509 sn
38 2025-08-01 AU 766.43 ... 0.005832 au2510 au
39 2025-08-01 AG 8962.0 ... -0.004352 ag2510 ag
40 2025-08-01 RB 3331.5 ... -0.03557 rb2510 rb
41 2025-08-01 WR 3537.5 ... -0.0253 wr2510 wr
42 2025-08-01 HC 3510.0 ... -0.02906 hc2510 hc
43 2025-08-01 FU 5312.5 ... -0.451482 fu2509 fu
44 2025-08-01 BU 3730.0 ... -0.023324 bu2510 bu
45 2025-08-01 RU 14458.33 ... 0.05683 ru2601 ru
46 2025-08-01 SP 5900.0 ... -0.118305 sp2511 sp
47 2025-08-01 SS 13080.0 ... -0.016437 ss2509 ss
48 2025-08-01 BR 11960.0 ... -0.040552 br2509 br
49 2025-08-01 SI 9980.0 ... -0.132265 SI2509 si
50 2025-08-01 LC 71333.33 ... -0.034673 LC2509 lc
51 2025-08-01 PS 47333.33 ... 0.042606 PS2509 ps
[52 rows x 15 columns]
2025-08-05 18:25:41,010 - future_1d - INFO - save future_spot 2025-08-01 completed
2025-08-05 18:25:48,426 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-04, end_day=2025-08-04) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-04 C 2328.57 ... -0.017423 c2509 c
1 2025-08-04 A 4300.0 ... -0.045349 a2511 a
2 2025-08-04 M 3016.0 ... 0.011273 m2601 m
3 2025-08-04 Y 8428.0 ... -0.021595 y2509 y
4 2025-08-04 P 8888.0 ... -0.008326 p2509 p
5 2025-08-04 JD 3210.0 ... 0.057321 jd2509 jd
6 2025-08-04 L 7441.67 ... -0.022262 l2509 l
7 2025-08-04 V 4751.0 ... 0.047779 v2509 v
8 2025-08-04 PP 7295.0 ... -0.03098 pp2509 pp
9 2025-08-04 JM 1391.25 ... -0.205391 jm2601 jm
10 2025-08-04 I 780.67 ... 0.01067 i2509 i
11 2025-08-04 EG 4435.0 ... -0.013529 eg2509 eg
12 2025-08-04 EB 7610.0 ... -0.044284 eb2509 eb
13 2025-08-04 PG 4657.5 ... -0.158132 pg2509 pg
14 2025-08-04 LH 14180.0 ... -0.023977 lh2511 lh
15 2025-08-04 BZ 6002.0 ... 0.038154 bz2603 bz
16 2025-08-04 CF 15172.17 ... -0.091758 CF601 CF
17 2025-08-04 SR 6030.0 ... -0.066998 SR601 SR
18 2025-08-04 TA 4808.75 ... -0.019288 TA509 TA
19 2025-08-04 OI 9623.33 ... -0.013855 OI509 OI
20 2025-08-04 MA 2375.83 ... 0.003439 MA509 MA
21 2025-08-04 FG 1234.4 ... -0.121841 FG509 FG
22 2025-08-04 RM 2653.33 ... 0.012313 RM509 RM
23 2025-08-04 SF 5485.71 ... 0.031407 SF509 SF
24 2025-08-04 SM 5816.0 ... 0.025103 SM509 SM
25 2025-08-04 CY 23600.0 ... -0.1625 CY511 CY
26 2025-08-04 UR 1812.5 ... -0.047724 UR509 UR
27 2025-08-04 SA 1315.0 ... -0.052471 SA509 SA
28 2025-08-04 PF 6532.92 ... -0.017285 PF510 PF
29 2025-08-04 PX 7000.0 ... -0.031429 PX509 PX
30 2025-08-04 SH 859.0 ... 1.930151 SH509 SH
31 2025-08-04 PR 5972.5 ... -0.006781 PR510 PR
32 2025-08-04 CU 78418.33 ... -0.002529 cu2509 cu
33 2025-08-04 AL 20493.33 ... -0.00187 al2509 al
34 2025-08-04 ZN 22148.0 ... 0.002574 zn2509 zn
35 2025-08-04 PB 16737.5 ... 0.002539 pb2509 pb
36 2025-08-04 NI 121600.0 ... -0.013898 ni2509 ni
37 2025-08-04 SN 265812.5 ... 0.00127 sn2509 sn
38 2025-08-04 AU 773.69 ... 0.008776 au2510 au
39 2025-08-04 AG 8940.67 ... 0.006748 ag2510 ag
40 2025-08-04 RB 3307.66 ... -0.035874 rb2510 rb
41 2025-08-04 WR 3442.5 ... -0.012055 wr2510 wr
42 2025-08-04 HC 3433.33 ... -0.011747 hc2510 hc
43 2025-08-04 FU 5387.5 ... -0.467471 fu2509 fu
44 2025-08-04 BU 3726.67 ... -0.039357 bu2510 bu
45 2025-08-04 RU 14433.33 ... 0.053811 ru2601 ru
46 2025-08-04 SP 5900.0 ... -0.122373 sp2511 sp
47 2025-08-04 SS 13100.0 ... -0.019466 ss2509 ss
48 2025-08-04 BR 11950.0 ... -0.045607 br2509 br
49 2025-08-04 SI 9780.0 ... -0.144683 SI2509 si
50 2025-08-04 LC 70833.33 ... -0.018823 LC2511 lc
51 2025-08-04 PS 47333.33 ... 0.023592 PS2511 ps
[52 rows x 15 columns]
2025-08-05 18:25:48,590 - future_1d - INFO - save future_spot 2025-08-04 completed
2025-08-05 18:25:56,634 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-05, end_day=2025-08-05) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-05 C 2328.57 ... -0.029877 c2509 c
1 2025-08-05 A 4300.0 ... -0.046512 a2511 a
2 2025-08-05 M 3020.0 ... 0.016225 m2601 m
3 2025-08-05 Y 8448.0 ... -0.02178 y2601 y
4 2025-08-05 P 8962.0 ... -0.001785 p2509 p
5 2025-08-05 JD 3150.0 ... 0.061905 jd2509 jd
6 2025-08-05 L 7433.33 ... -0.019551 l2509 l
7 2025-08-05 V 4775.0 ... 0.045445 v2509 v
8 2025-08-05 PP 7280.0 ... -0.029396 pp2509 pp
9 2025-08-05 JM 1441.25 ... -0.204163 jm2601 jm
10 2025-08-05 I 788.89 ... 0.007745 i2509 i
11 2025-08-05 EG 4435.0 ... -0.012401 eg2509 eg
12 2025-08-05 EB 7564.0 ... -0.039265 eb2509 eb
13 2025-08-05 PG 4685.0 ... -0.178442 pg2509 pg
14 2025-08-05 LH 14170.0 ... -0.017996 lh2511 lh
15 2025-08-05 BZ 6012.0 ... 0.032934 bz2603 bz
16 2025-08-05 CF 15186.67 ... -0.089662 CF601 CF
17 2025-08-05 SR 6026.67 ... -0.064658 SR601 SR
18 2025-08-05 TA 4765.0 ... -0.018258 TA509 TA
19 2025-08-05 OI 9708.33 ... -0.014661 OI509 OI
20 2025-08-05 MA 2380.0 ... 0.00042 MA509 MA
21 2025-08-05 FG 1234.4 ... -0.130752 FG509 FG
22 2025-08-05 RM 2680.0 ... 0.014925 RM509 RM
23 2025-08-05 SF 5411.43 ... 0.047043 SF509 SF
24 2025-08-05 SM 5830.0 ... 0.024014 SM509 SM
25 2025-08-05 CY 23600.0 ... -0.162924 CY511 CY
26 2025-08-05 UR 1807.5 ... -0.028492 UR509 UR
27 2025-08-05 SA 1315.0 ... 0.023574 SA601 SA
28 2025-08-05 PF 6489.17 ... -0.01744 PF510 PF
29 2025-08-05 PX 7000.0 ... -0.039714 PX509 PX
30 2025-08-05 SH 859.0 ... 1.898719 SH509 SH
31 2025-08-05 PR 5972.5 ... -0.013144 PR510 PR
32 2025-08-05 CU 78658.33 ... -0.002267 cu2509 cu
33 2025-08-05 AL 20546.67 ... -0.002515 al2509 al
34 2025-08-05 ZN 22286.0 ... 0.001301 zn2509 zn
35 2025-08-05 PB 16656.25 ... 0.003527 pb2509 pb
36 2025-08-05 NI 122383.33 ... -0.012937 ni2509 ni
37 2025-08-05 SN 267075.0 ... -0.003501 sn2509 sn
38 2025-08-05 AU 776.23 ... 0.010422 au2510 au
39 2025-08-05 AG 9058.0 ... 0.001766 ag2510 ag
40 2025-08-05 RB 3320.34 ... -0.033232 rb2510 rb
41 2025-08-05 WR 3442.5 ... 0.001888 wr2510 wr
42 2025-08-05 HC 3473.33 ... -0.01046 hc2510 hc
43 2025-08-05 FU 5387.5 ... -0.476937 fu2509 fu
44 2025-08-05 BU 3700.0 ... -0.047838 bu2510 bu
45 2025-08-05 RU 14625.0 ... 0.051624 ru2601 ru
46 2025-08-05 SP 5900.0 ... -0.125085 sp2511 sp
47 2025-08-05 SS 13100.0 ... -0.01145 ss2509 ss
48 2025-08-05 BR 11820.0 ... -0.030457 br2509 br
49 2025-08-05 SI 9590.0 ... -0.124609 SI2511 si
50 2025-08-05 LC 70833.33 ... -0.032376 LC2511 lc
51 2025-08-05 PS 47333.33 ... 0.050845 PS2511 ps
[52 rows x 15 columns]
2025-08-05 18:25:56,813 - future_1d - INFO - save future_spot 2025-08-05 add
2025-08-05 18:25:56,820 - future_1d - INFO - 33 ... 38
date 2025-08-05 ... 2025-08-05
variety AL ... AU
spot_price 20546.67 ... 776.23
near_contract al2508 ... au2508
near_contract_price 20535.0 ... 781.16
dominant_contract al2509 ... au2510
dominant_contract_price 20495.0 ... 784.32
near_month 2508 ... 2508
dominant_month 2509 ... 2510
near_basis -11.67 ... 4.93
dom_basis -51.67 ... 8.09
near_basis_rate -0.0006 ... 0.0064
dom_basis_rate -0.0025 ... 0.0104
symbol al2509 ... au2510
comd al ... au
created_at 2025-08-05 18:25:56.777422 ... 2025-08-05 18:25:56.777422
updated_at 2025-08-05 18:25:56.777817 ... 2025-08-05 18:25:56.777817
[17 rows x 5 columns]