=========================================================================
2025-08-04 16:25:38 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-08-04 16:25:40,270 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-04 16:25:40,633 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-29, end_day=2025-07-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-29 C 2332.86 ... -0.011514 c2509 c
1 2025-07-29 A 4295.0 ... -0.03702 a2509 a
2 2025-07-29 M 2938.0 ... 0.012253 m2509 m
3 2025-07-29 Y 8484.0 ... -0.036539 y2509 y
4 2025-07-29 P 9032.0 ... -0.011736 p2509 p
5 2025-07-29 JD 3400.0 ... 0.05 jd2509 jd
6 2025-07-29 L 7461.67 ... -0.012419 l2509 l
7 2025-07-29 V 4909.0 ... 0.051334 v2509 v
8 2025-07-29 PP 7278.33 ... -0.018044 pp2509 pp
9 2025-07-29 JM 1351.25 ... -0.138575 jm2601 jm
10 2025-07-29 I 789.11 ... 0.004296 i2509 i
11 2025-07-29 EG 4441.67 ... 0.001875 eg2509 eg
12 2025-07-29 EB 7720.0 ... -0.046762 eb2509 eb
13 2025-07-29 PG 4737.5 ... -0.151451 pg2509 pg
14 2025-07-29 LH 14250.0 ... -0.007368 lh2509 lh
15 2025-07-29 BZ 5988.67 ... 0.049148 bz2603 bz
16 2025-07-29 CF 15557.5 ... -0.098827 CF509 CF
17 2025-07-29 SR 6043.33 ... -0.030667 SR509 SR
18 2025-07-29 TA 4863.34 ... -0.005622 TA509 TA
19 2025-07-29 OI 9600.0 ... -0.014167 OI509 OI
20 2025-07-29 MA 2405.0 ... 0.00499 MA509 MA
21 2025-07-29 FG 1284.0 ... -0.079439 FG509 FG
22 2025-07-29 RM 2586.67 ... 0.020617 RM509 RM
23 2025-07-29 SF 5561.43 ... 0.072026 SF509 SF
24 2025-07-29 SM 5920.0 ... 0.0375 SM509 SM
25 2025-07-29 CY 23600.0 ... -0.14661 CY509 CY
26 2025-07-29 UR 1817.5 ... -0.043191 UR509 UR
27 2025-07-29 SA 1315.0 ... -0.007605 SA509 SA
28 2025-07-29 PF 6595.5 ... -0.014176 PF509 PF
29 2025-07-29 PX 7250.0 ... -0.043034 PX509 PX
30 2025-07-29 SH 861.0 ... 2.031359 SH509 SH
31 2025-07-29 PR 6052.5 ... -0.006361 PR509 PR
32 2025-07-29 CU 79043.33 ... -0.000801 cu2509 cu
33 2025-07-29 AL 20676.67 ... -0.002499 al2509 al
34 2025-07-29 ZN 22562.0 ... 0.004344 zn2509 zn
35 2025-07-29 PB 16850.0 ... 0.005638 pb2509 pb
36 2025-07-29 NI 122683.33 ... -0.006385 ni2509 ni
37 2025-07-29 SN 266250.0 ... 0.004169 sn2509 sn
38 2025-07-29 AU 770.18 ... 0.000493 au2510 au
39 2025-07-29 AG 9159.33 ... 0.003567 ag2510 ag
40 2025-07-29 RB 3371.0 ... -0.020765 rb2510 rb
41 2025-07-29 WR 3555.0 ... -0.01097 wr2510 wr
42 2025-07-29 HC 3470.0 ... -0.004323 hc2510 hc
43 2025-07-29 FU 5300.0 ... -0.450377 fu2509 fu
44 2025-07-29 BU 3700.0 ... -0.029189 bu2510 bu
45 2025-07-29 RU 15066.67 ... -0.006084 ru2509 ru
46 2025-07-29 SP 5950.0 ... -0.095126 sp2509 sp
47 2025-07-29 SS 13017.5 ... -0.010563 ss2509 ss
48 2025-07-29 BR 12210.0 ... -0.029075 br2509 br
49 2025-07-29 SI 9970.0 ... -0.088766 SI2509 si
50 2025-07-29 LC 72833.33 ... -0.034783 LC2509 lc
51 2025-07-29 PS 46666.67 ... 0.076786 PS2509 ps
[52 rows x 15 columns]
2025-08-04 16:25:40,807 - future_1d - INFO - save future_spot 2025-07-29 completed
2025-08-04 16:25:48,923 - 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]
2025-08-04 16:25:49,079 - future_1d - INFO - save future_spot 2025-07-30 completed
2025-08-04 16:25:55,227 - 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]
2025-08-04 16:25:55,384 - future_1d - INFO - save future_spot 2025-07-31 completed
2025-08-04 16:26:03,635 - 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]
2025-08-04 16:26:03,796 - future_1d - INFO - save future_spot 2025-08-01 completed
2025-08-04 16:26:12,907 - 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 1284.0 ... -0.155763 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 6060.0 ... -0.021122 PR510 PR
32 2025-08-04 CU 78418.33 ... -0.002529 cu2509 cu
33 2025-08-04 AL 20536.67 ... -0.003977 al2509 al
34 2025-08-04 ZN 22174.0 ... 0.001398 zn2509 zn
35 2025-08-04 PB 16700.0 ... 0.00479 pb2509 pb
36 2025-08-04 NI 121600.0 ... -0.013898 ni2509 ni
37 2025-08-04 SN 265512.5 ... 0.002401 sn2509 sn
38 2025-08-04 AU 766.83 ... 0.017801 au2510 au
39 2025-08-04 AG 8910.0 ... 0.010213 ag2510 ag
40 2025-08-04 RB 3307.66 ... -0.035874 rb2510 rb
41 2025-08-04 WR 3537.5 ... -0.038587 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 11960.0 ... -0.046405 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]
2025-08-04 16:26:13,091 - future_1d - INFO - save future_spot 2025-08-04 add
2025-08-04 16:26:13,098 - future_1d - INFO - 0 ... 4
date 2025-08-04 ... 2025-08-04
variety C ... P
spot_price 2328.57 ... 8888.0
near_contract c2509 ... p2508
near_contract_price 2288.0 ... 8808.0
dominant_contract c2509 ... p2509
dominant_contract_price 2288.0 ... 8814.0
near_month 2509 ... 2508
dominant_month 2509 ... 2509
near_basis -40.57 ... -80.0
dom_basis -40.57 ... -74.0
near_basis_rate -0.0174 ... -0.009
dom_basis_rate -0.0174 ... -0.0083
symbol c2509 ... p2509
comd c ... p
created_at 2025-08-04 16:26:13.052198 ... 2025-08-04 16:26:13.052198
updated_at 2025-08-04 16:26:13.052566 ... 2025-08-04 16:26:13.052566
[17 rows x 5 columns]
=========================================================================
2025-08-04 17:46:40 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-08-04 17:46:42,866 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-04 17:46:43,210 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-29, end_day=2025-07-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-29 C 2332.86 ... -0.011514 c2509 c
1 2025-07-29 A 4295.0 ... -0.03702 a2509 a
2 2025-07-29 M 2938.0 ... 0.012253 m2509 m
3 2025-07-29 Y 8484.0 ... -0.036539 y2509 y
4 2025-07-29 P 9032.0 ... -0.011736 p2509 p
5 2025-07-29 JD 3400.0 ... 0.05 jd2509 jd
6 2025-07-29 L 7461.67 ... -0.012419 l2509 l
7 2025-07-29 V 4909.0 ... 0.051334 v2509 v
8 2025-07-29 PP 7278.33 ... -0.018044 pp2509 pp
9 2025-07-29 JM 1351.25 ... -0.138575 jm2601 jm
10 2025-07-29 I 789.11 ... 0.004296 i2509 i
11 2025-07-29 EG 4441.67 ... 0.001875 eg2509 eg
12 2025-07-29 EB 7720.0 ... -0.046762 eb2509 eb
13 2025-07-29 PG 4737.5 ... -0.151451 pg2509 pg
14 2025-07-29 LH 14250.0 ... -0.007368 lh2509 lh
15 2025-07-29 BZ 5988.67 ... 0.049148 bz2603 bz
16 2025-07-29 CF 15557.5 ... -0.098827 CF509 CF
17 2025-07-29 SR 6043.33 ... -0.030667 SR509 SR
18 2025-07-29 TA 4863.34 ... -0.005622 TA509 TA
19 2025-07-29 OI 9600.0 ... -0.014167 OI509 OI
20 2025-07-29 MA 2405.0 ... 0.00499 MA509 MA
21 2025-07-29 FG 1284.0 ... -0.079439 FG509 FG
22 2025-07-29 RM 2586.67 ... 0.020617 RM509 RM
23 2025-07-29 SF 5561.43 ... 0.072026 SF509 SF
24 2025-07-29 SM 5920.0 ... 0.0375 SM509 SM
25 2025-07-29 CY 23600.0 ... -0.14661 CY509 CY
26 2025-07-29 UR 1817.5 ... -0.043191 UR509 UR
27 2025-07-29 SA 1315.0 ... -0.007605 SA509 SA
28 2025-07-29 PF 6595.5 ... -0.014176 PF509 PF
29 2025-07-29 PX 7250.0 ... -0.043034 PX509 PX
30 2025-07-29 SH 861.0 ... 2.031359 SH509 SH
31 2025-07-29 PR 6052.5 ... -0.006361 PR509 PR
32 2025-07-29 CU 79043.33 ... -0.000801 cu2509 cu
33 2025-07-29 AL 20676.67 ... -0.002499 al2509 al
34 2025-07-29 ZN 22562.0 ... 0.004344 zn2509 zn
35 2025-07-29 PB 16850.0 ... 0.005638 pb2509 pb
36 2025-07-29 NI 122683.33 ... -0.006385 ni2509 ni
37 2025-07-29 SN 266250.0 ... 0.004169 sn2509 sn
38 2025-07-29 AU 770.18 ... 0.000493 au2510 au
39 2025-07-29 AG 9159.33 ... 0.003567 ag2510 ag
40 2025-07-29 RB 3371.0 ... -0.020765 rb2510 rb
41 2025-07-29 WR 3555.0 ... -0.01097 wr2510 wr
42 2025-07-29 HC 3470.0 ... -0.004323 hc2510 hc
43 2025-07-29 FU 5300.0 ... -0.450377 fu2509 fu
44 2025-07-29 BU 3700.0 ... -0.029189 bu2510 bu
45 2025-07-29 RU 15066.67 ... -0.006084 ru2509 ru
46 2025-07-29 SP 5950.0 ... -0.095126 sp2509 sp
47 2025-07-29 SS 13017.5 ... -0.010563 ss2509 ss
48 2025-07-29 BR 12210.0 ... -0.029075 br2509 br
49 2025-07-29 SI 9970.0 ... -0.088766 SI2509 si
50 2025-07-29 LC 72833.33 ... -0.034783 LC2509 lc
51 2025-07-29 PS 46666.67 ... 0.076786 PS2509 ps
[52 rows x 15 columns]
2025-08-04 17:46:43,386 - future_1d - INFO - save future_spot 2025-07-29 completed
2025-08-04 17:46:51,735 - 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]
2025-08-04 17:46:51,890 - future_1d - INFO - save future_spot 2025-07-30 completed
2025-08-04 17:46:55,587 - 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]
2025-08-04 17:46:55,747 - future_1d - INFO - save future_spot 2025-07-31 completed
2025-08-04 17:47:00,784 - 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]
2025-08-04 17:47:00,938 - future_1d - INFO - save future_spot 2025-08-01 completed
2025-08-04 17:47:04,416 - 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]
2025-08-04 17:47:04,595 - future_1d - INFO - save future_spot 2025-08-04 add
2025-08-04 17:47:04,603 - future_1d - INFO - 21 ... 35
date 2025-08-04 ... 2025-08-04
variety FG ... PB
spot_price 1234.4 ... 16737.5
near_contract FG508 ... pb2508
near_contract_price 1062.0 ... 16735.0
dominant_contract FG509 ... pb2509
dominant_contract_price 1084.0 ... 16780.0
near_month 2508 ... 2508
dominant_month 2509 ... 2509
near_basis -172.4 ... -2.5
dom_basis -150.4 ... 42.5
near_basis_rate -0.1397 ... -0.0001
dom_basis_rate -0.1218 ... 0.0025
symbol FG509 ... pb2509
comd FG ... pb
created_at 2025-08-04 17:47:04.559612 ... 2025-08-04 17:47:04.559612
updated_at 2025-08-04 17:47:04.560003 ... 2025-08-04 17:47:04.560003
[17 rows x 5 columns]
=========================================================================
2025-08-04 18:25:50 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-08-04 18:25:52,540 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-04 18:25:52,872 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-29, end_day=2025-07-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-29 C 2332.86 ... -0.011514 c2509 c
1 2025-07-29 A 4295.0 ... -0.03702 a2509 a
2 2025-07-29 M 2938.0 ... 0.012253 m2509 m
3 2025-07-29 Y 8484.0 ... -0.036539 y2509 y
4 2025-07-29 P 9032.0 ... -0.011736 p2509 p
5 2025-07-29 JD 3400.0 ... 0.05 jd2509 jd
6 2025-07-29 L 7461.67 ... -0.012419 l2509 l
7 2025-07-29 V 4909.0 ... 0.051334 v2509 v
8 2025-07-29 PP 7278.33 ... -0.018044 pp2509 pp
9 2025-07-29 JM 1351.25 ... -0.138575 jm2601 jm
10 2025-07-29 I 789.11 ... 0.004296 i2509 i
11 2025-07-29 EG 4441.67 ... 0.001875 eg2509 eg
12 2025-07-29 EB 7720.0 ... -0.046762 eb2509 eb
13 2025-07-29 PG 4737.5 ... -0.151451 pg2509 pg
14 2025-07-29 LH 14250.0 ... -0.007368 lh2509 lh
15 2025-07-29 BZ 5988.67 ... 0.049148 bz2603 bz
16 2025-07-29 CF 15557.5 ... -0.098827 CF509 CF
17 2025-07-29 SR 6043.33 ... -0.030667 SR509 SR
18 2025-07-29 TA 4863.34 ... -0.005622 TA509 TA
19 2025-07-29 OI 9600.0 ... -0.014167 OI509 OI
20 2025-07-29 MA 2405.0 ... 0.00499 MA509 MA
21 2025-07-29 FG 1284.0 ... -0.079439 FG509 FG
22 2025-07-29 RM 2586.67 ... 0.020617 RM509 RM
23 2025-07-29 SF 5561.43 ... 0.072026 SF509 SF
24 2025-07-29 SM 5920.0 ... 0.0375 SM509 SM
25 2025-07-29 CY 23600.0 ... -0.14661 CY509 CY
26 2025-07-29 UR 1817.5 ... -0.043191 UR509 UR
27 2025-07-29 SA 1315.0 ... -0.007605 SA509 SA
28 2025-07-29 PF 6595.5 ... -0.014176 PF509 PF
29 2025-07-29 PX 7250.0 ... -0.043034 PX509 PX
30 2025-07-29 SH 861.0 ... 2.031359 SH509 SH
31 2025-07-29 PR 6052.5 ... -0.006361 PR509 PR
32 2025-07-29 CU 79043.33 ... -0.000801 cu2509 cu
33 2025-07-29 AL 20676.67 ... -0.002499 al2509 al
34 2025-07-29 ZN 22562.0 ... 0.004344 zn2509 zn
35 2025-07-29 PB 16850.0 ... 0.005638 pb2509 pb
36 2025-07-29 NI 122683.33 ... -0.006385 ni2509 ni
37 2025-07-29 SN 266250.0 ... 0.004169 sn2509 sn
38 2025-07-29 AU 770.18 ... 0.000493 au2510 au
39 2025-07-29 AG 9159.33 ... 0.003567 ag2510 ag
40 2025-07-29 RB 3371.0 ... -0.020765 rb2510 rb
41 2025-07-29 WR 3555.0 ... -0.01097 wr2510 wr
42 2025-07-29 HC 3470.0 ... -0.004323 hc2510 hc
43 2025-07-29 FU 5300.0 ... -0.450377 fu2509 fu
44 2025-07-29 BU 3700.0 ... -0.029189 bu2510 bu
45 2025-07-29 RU 15066.67 ... -0.006084 ru2509 ru
46 2025-07-29 SP 5950.0 ... -0.095126 sp2509 sp
47 2025-07-29 SS 13017.5 ... -0.010563 ss2509 ss
48 2025-07-29 BR 12210.0 ... -0.029075 br2509 br
49 2025-07-29 SI 9970.0 ... -0.088766 SI2509 si
50 2025-07-29 LC 72833.33 ... -0.034783 LC2509 lc
51 2025-07-29 PS 46666.67 ... 0.076786 PS2509 ps
[52 rows x 15 columns]
2025-08-04 18:25:53,067 - future_1d - INFO - save future_spot 2025-07-29 completed
2025-08-04 18:25:57,769 - 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]
2025-08-04 18:25:57,927 - future_1d - INFO - save future_spot 2025-07-30 completed
2025-08-04 18:26:02,751 - 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]
2025-08-04 18:26:02,915 - future_1d - INFO - save future_spot 2025-07-31 completed
2025-08-04 18:26:09,868 - 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]
2025-08-04 18:26:10,024 - future_1d - INFO - save future_spot 2025-08-01 completed
2025-08-04 18:26:15,362 - 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]
2025-08-04 18:26:15,522 - future_1d - INFO - save future_spot 2025-08-04 completed