=========================================================================
2025-10-21 16:25:28 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-10-21 16:25:30,496 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-10-21 16:25:30,826 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-15, end_day=2025-10-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-15 C 2185.71 ... -0.030521 c2601 c
1 2025-10-15 A 4250.0 ... -0.061647 a2601 a
2 2025-10-15 M 3014.0 ... -0.033179 m2601 m
3 2025-10-15 Y 8432.0 ... -0.022296 y2601 y
4 2025-10-15 P 9362.0 ... -0.004913 p2601 p
5 2025-10-15 JD 2950.0 ... 0.024068 jd2512 jd
6 2025-10-15 L 7118.33 ... -0.029548 l2601 l
7 2025-10-15 V 4523.0 ... 0.034711 v2601 v
8 2025-10-15 PP 6790.0 ... -0.029455 pp2601 pp
9 2025-10-15 JM 1513.75 ... -0.242279 jm2601 jm
10 2025-10-15 I 797.67 ... -0.021525 i2601 i
11 2025-10-15 EG 4305.0 ... -0.059698 eg2601 eg
12 2025-10-15 EB 6954.0 ... -0.058959 eb2511 eb
13 2025-10-15 PG 4445.0 ... -0.101687 pg2512 pg
14 2025-10-15 LH 11430.0 ... 0.076115 lh2601 lh
15 2025-10-15 BZ 5542.0 ... 0.007759 bz2603 bz
16 2025-10-15 CF 14691.0 ... -0.097747 CF601 CF
17 2025-10-15 SR 5830.0 ... -0.073413 SR601 SR
18 2025-10-15 TA 4397.16 ... 0.003375 TA601 TA
19 2025-10-15 OI 10153.33 ... -0.021109 OI601 OI
20 2025-10-15 MA 2320.0 ... -0.012069 MA601 MA
21 2025-10-15 FG 1256.0 ... -0.097134 FG601 FG
22 2025-10-15 RM 2463.33 ... -0.042353 RM601 RM
23 2025-10-15 SF 5104.29 ... 0.052056 SF601 SF
24 2025-10-15 SM 5610.0 ... 0.027807 SM601 SM
25 2025-10-15 CY 23450.0 ... -0.177186 CY601 CY
26 2025-10-15 UR 1580.0 ... 0.01519 UR601 UR
27 2025-10-15 SA 1214.29 ... 0.013761 SA601 SA
28 2025-10-15 PF 6311.13 ... -0.042961 PF512 PF
29 2025-10-15 PX 6800.0 ... -0.074118 PX601 PX
30 2025-10-15 SH 848.0 ... 1.870283 SH601 SH
31 2025-10-15 PR 5712.5 ... -0.031597 PR601 PR
32 2025-10-15 CU 85410.0 ... -0.0048 cu2512 cu
33 2025-10-15 AL 20940.0 ... -0.002149 al2512 al
34 2025-10-15 ZN 22000.0 ... -0.000227 zn2511 zn
35 2025-10-15 PB 16968.75 ... 0.005083 pb2511 pb
36 2025-10-15 NI 122566.67 ... -0.011395 ni2512 ni
37 2025-10-15 SN 281925.0 ... -0.005374 sn2511 sn
38 2025-10-15 AU 948.1 ... 0.000865 au2512 au
39 2025-10-15 AG 11851.67 ... -0.014907 ag2512 ag
40 2025-10-15 RB 3120.0 ... -0.024359 rb2601 rb
41 2025-10-15 WR 3302.5 ... 0.011961 wr2601 wr
42 2025-10-15 HC 3350.0 ... -0.037313 hc2601 hc
43 2025-10-15 FU 5437.5 ... -0.509149 fu2601 fu
44 2025-10-15 BU 3483.33 ... -0.09598 bu2601 bu
45 2025-10-15 RU 14433.33 ... 0.028869 ru2601 ru
46 2025-10-15 SP 5550.0 ... -0.067748 sp2601 sp
47 2025-10-15 SS 13037.5 ... -0.037009 ss2512 ss
48 2025-10-15 BR 11280.0 ... -0.047429 br2512 br
49 2025-10-15 SI 9700.0 ... -0.113918 SI2511 si
50 2025-10-15 LC 73016.67 ... 0.002511 LC2601 lc
51 2025-10-15 PS 52000.0 ... -0.022981 PS2511 ps
[52 rows x 15 columns]
2025-10-21 16:25:31,002 - future_1d - INFO - save future_spot 2025-10-15 completed
2025-10-21 16:25:35,485 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-16, end_day=2025-10-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-16 C 2180.0 ... -0.022477 c2601 c
1 2025-10-16 A 4245.0 ... -0.053004 a2601 a
2 2025-10-16 M 3010.0 ... -0.031561 m2601 m
3 2025-10-16 Y 8442.0 ... -0.022507 y2601 y
4 2025-10-16 P 9382.0 ... -0.005969 p2601 p
5 2025-10-16 JD 3010.0 ... -0.006645 jd2512 jd
6 2025-10-16 L 7108.33 ... -0.028323 l2601 l
7 2025-10-16 V 4521.0 ... 0.032294 v2601 v
8 2025-10-16 PP 6790.0 ... -0.028277 pp2601 pp
9 2025-10-16 JM 1513.75 ... -0.23237 jm2601 jm
10 2025-10-16 I 785.44 ... -0.016475 i2601 i
11 2025-10-16 EG 4305.0 ... -0.05784 eg2601 eg
12 2025-10-16 EB 6900.0 ... -0.054493 eb2511 eb
13 2025-10-16 PG 4412.5 ... -0.075581 pg2512 pg
14 2025-10-16 LH 11550.0 ... 0.036797 lh2601 lh
15 2025-10-16 BZ 5478.67 ... 0.020138 bz2603 bz
16 2025-10-16 CF 14679.67 ... -0.094666 CF601 CF
17 2025-10-16 SR 5826.67 ... -0.072712 SR601 SR
18 2025-10-16 TA 4404.16 ... 0.008592 TA601 TA
19 2025-10-16 OI 10153.33 ... -0.021306 OI601 OI
20 2025-10-16 MA 2324.0 ... -0.012048 MA601 MA
21 2025-10-16 FG 1256.0 ... -0.094745 FG601 FG
22 2025-10-16 RM 2475.0 ... -0.044444 RM601 RM
23 2025-10-16 SF 5124.29 ... 0.055756 SF601 SF
24 2025-10-16 SM 5600.0 ... 0.028214 SM601 SM
25 2025-10-16 CY 23450.0 ... -0.173774 CY601 CY
26 2025-10-16 UR 1577.5 ... 0.012361 UR601 UR
27 2025-10-16 SA 1214.29 ... 0.010467 SA601 SA
28 2025-10-16 PF 6294.4 ... -0.035333 PF512 PF
29 2025-10-16 PX 6800.0 ... -0.066765 PX601 PX
30 2025-10-16 SH 848.0 ... 1.89033 SH601 SH
31 2025-10-16 PR 5702.5 ... -0.024989 PR601 PR
32 2025-10-16 CU 85320.0 ... -0.003047 cu2512 cu
33 2025-10-16 AL 20966.67 ... -0.00151 al2512 al
34 2025-10-16 ZN 21906.0 ... 0.003378 zn2512 zn
35 2025-10-16 PB 17012.5 ... 0.006025 pb2511 pb
36 2025-10-16 NI 122450.0 ... -0.01127 ni2512 ni
37 2025-10-16 SN 281425.0 ... -0.004957 sn2511 sn
38 2025-10-16 AU 963.36 ... -0.000374 au2512 au
39 2025-10-16 AG 12155.33 ... -0.012614 ag2512 ag
40 2025-10-16 RB 3115.0 ... -0.025361 rb2601 rb
41 2025-10-16 WR 3302.5 ... 0.010144 wr2601 wr
42 2025-10-16 HC 3353.33 ... -0.043041 hc2601 hc
43 2025-10-16 FU 5462.5 ... -0.506819 fu2601 fu
44 2025-10-16 BU 3456.67 ... -0.085536 bu2601 bu
45 2025-10-16 RU 14458.33 ... 0.026744 ru2601 ru
46 2025-10-16 SP 5550.0 ... -0.071351 sp2601 sp
47 2025-10-16 SS 13037.5 ... -0.037776 ss2512 ss
48 2025-10-16 BR 11350.0 ... -0.037004 br2512 br
49 2025-10-16 SI 9680.0 ... -0.114153 SI2511 si
50 2025-10-16 LC 73016.67 ... 0.014289 LC2601 lc
51 2025-10-16 PS 52000.0 ... 0.042788 PS2512 ps
[52 rows x 15 columns]
2025-10-21 16:25:35,646 - future_1d - INFO - save future_spot 2025-10-16 completed
2025-10-21 16:25:39,991 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-17, end_day=2025-10-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-17 C 2181.43 ... -0.024493 c2601 c
1 2025-10-17 A 4245.0 ... -0.049706 a2601 a
2 2025-10-17 M 3010.0 ... -0.042525 m2601 m
3 2025-10-17 Y 8452.0 ... -0.01964 y2601 y
4 2025-10-17 P 9300.0 ... 0.003656 p2601 p
5 2025-10-17 JD 3075.0 ... -0.035772 jd2512 jd
6 2025-10-17 L 7098.34 ... -0.028928 l2601 l
7 2025-10-17 V 4536.0 ... 0.037478 v2601 v
8 2025-10-17 PP 6790.0 ... -0.030486 pp2601 pp
9 2025-10-17 JM 1513.75 ... -0.217506 jm2601 jm
10 2025-10-17 I 792.89 ... -0.026977 i2601 i
11 2025-10-17 EG 4268.33 ... -0.054197 eg2601 eg
12 2025-10-17 EB 6900.0 ... -0.055217 eb2511 eb
13 2025-10-17 PG 4425.0 ... -0.071412 pg2512 pg
14 2025-10-17 LH 11600.0 ... 0.018534 lh2601 lh
15 2025-10-17 BZ 5428.67 ... 0.030455 bz2603 bz
16 2025-10-17 CF 14694.5 ... -0.092518 CF601 CF
17 2025-10-17 SR 5853.33 ... -0.074886 SR601 SR
18 2025-10-17 TA 4381.5 ... 0.0097 TA601 TA
19 2025-10-17 OI 10146.67 ... -0.024902 OI601 OI
20 2025-10-17 MA 2280.0 ... 0.003947 MA601 MA
21 2025-10-17 FG 1256.0 ... -0.109873 FG601 FG
22 2025-10-17 RM 2441.67 ... -0.042459 RM601 RM
23 2025-10-17 SF 5132.86 ... 0.054773 SF601 SF
24 2025-10-17 SM 5570.0 ... 0.027648 SM601 SM
25 2025-10-17 CY 23400.0 ... -0.169017 CY601 CY
26 2025-10-17 UR 1582.5 ... 0.011058 UR601 UR
27 2025-10-17 SA 1207.86 ... 0.009223 SA601 SA
28 2025-10-17 PF 6290.53 ... -0.035375 PF512 PF
29 2025-10-17 PX 6800.0 ... -0.068529 PX601 PX
30 2025-10-17 SH 848.0 ... 1.830189 SH601 SH
31 2025-10-17 PR 5692.5 ... -0.026438 PR601 PR
32 2025-10-17 CU 84850.0 ... -0.001061 cu2512 cu
33 2025-10-17 AL 20960.0 ... 0.001431 al2512 al
34 2025-10-17 ZN 21838.0 ... 0.003984 zn2512 zn
35 2025-10-17 PB 16956.25 ... 0.005529 pb2511 pb
36 2025-10-17 NI 122583.33 ... -0.008919 ni2512 ni
37 2025-10-17 SN 281137.5 ... 0.000863 sn2511 sn
38 2025-10-17 AU 985.0 ... 0.001401 au2512 au
39 2025-10-17 AG 12194.67 ... 0.002897 ag2512 ag
40 2025-10-17 RB 3126.5 ... -0.025748 rb2601 rb
41 2025-10-17 WR 3295.0 ... 0.021244 wr2601 wr
42 2025-10-17 HC 3360.0 ... -0.041964 hc2601 hc
43 2025-10-17 FU 5412.5 ... -0.511501 fu2601 fu
44 2025-10-17 BU 3370.0 ... -0.069139 bu2601 bu
45 2025-10-17 RU 14341.67 ... 0.033352 ru2601 ru
46 2025-10-17 SP 5550.0 ... -0.076757 sp2601 sp
47 2025-10-17 SS 13025.0 ... -0.031478 ss2512 ss
48 2025-10-17 BR 11350.0 ... -0.036123 br2512 br
49 2025-10-17 SI 9680.0 ... -0.085744 SI2601 si
50 2025-10-17 LC 73216.67 ... 0.036649 LC2601 lc
51 2025-10-17 PS 52000.0 ... 0.053462 PS2512 ps
[52 rows x 15 columns]
2025-10-21 16:25:40,150 - future_1d - INFO - save future_spot 2025-10-17 completed
2025-10-21 16:25:49,934 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-20, end_day=2025-10-20) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-20 C 2180.0 ... -0.023853 c2601 c
1 2025-10-20 A 4245.0 ... -0.044759 a2601 a
2 2025-10-20 M 2976.0 ... -0.027554 m2601 m
3 2025-10-20 Y 8502.0 ... -0.022348 y2601 y
4 2025-10-20 P 9334.0 ... 0.003857 p2601 p
5 2025-10-20 JD 3075.0 ... -0.051707 jd2512 jd
6 2025-10-20 L 7076.66 ... -0.023692 l2601 l
7 2025-10-20 V 4542.0 ... 0.03941 v2601 v
8 2025-10-20 PP 6790.0 ... -0.028866 pp2601 pp
9 2025-10-20 JM 1531.25 ... -0.203592 jm2601 jm
10 2025-10-20 I 792.67 ... -0.030492 i2601 i
11 2025-10-20 EG 4263.33 ... -0.05473 eg2601 eg
12 2025-10-20 EB 6844.0 ... -0.050994 eb2512 eb
13 2025-10-20 PG 4350.0 ... -0.057011 pg2512 pg
14 2025-10-20 LH 11620.0 ... 0.041308 lh2601 lh
15 2025-10-20 BZ 5318.67 ... 0.040674 bz2603 bz
16 2025-10-20 CF 14688.83 ... -0.085359 CF601 CF
17 2025-10-20 SR 5790.0 ... -0.061313 SR601 SR
18 2025-10-20 TA 4363.25 ... 0.011631 TA601 TA
19 2025-10-20 OI 10228.33 ... -0.031709 OI601 OI
20 2025-10-20 MA 2290.0 ... -0.004367 MA601 MA
21 2025-10-20 FG 1194.4 ... -0.072338 FG601 FG
22 2025-10-20 RM 2458.33 ... -0.045287 RM601 RM
23 2025-10-20 SF 5145.71 ... 0.057969 SF601 SF
24 2025-10-20 SM 5570.0 ... 0.033393 SM601 SM
25 2025-10-20 CY 23400.0 ... -0.162179 CY601 CY
26 2025-10-20 UR 1577.5 ... 0.0187 UR601 UR
27 2025-10-20 SA 1207.86 ... 0.016674 SA601 SA
28 2025-10-20 PF 6290.23 ... -0.035329 PF512 PF
29 2025-10-20 PX 6650.0 ... -0.049023 PX601 PX
30 2025-10-20 SH 848.0 ... 1.798349 SH601 SH
31 2025-10-20 PR 5692.5 ... -0.027844 PR601 PR
32 2025-10-20 CU 85823.33 ... -0.006564 cu2512 cu
33 2025-10-20 AL 20943.33 ... -0.000636 al2512 al
34 2025-10-20 ZN 21844.0 ... 0.001877 zn2512 zn
35 2025-10-20 PB 17000.0 ... 0.005882 pb2511 pb
36 2025-10-20 NI 122383.33 ... -0.011957 ni2512 ni
37 2025-10-20 SN 280387.5 ... -0.003593 sn2512 sn
38 2025-10-20 AU 974.9 ... -0.000513 au2512 au
39 2025-10-20 AG 11818.33 ... -0.003074 ag2512 ag
40 2025-10-20 RB 3131.84 ... -0.023577 rb2601 rb
41 2025-10-20 WR 3295.0 ... 0.020334 wr2601 wr
42 2025-10-20 HC 3340.0 ... -0.033234 hc2601 hc
43 2025-10-20 FU 5400.0 ... -0.509259 fu2601 fu
44 2025-10-20 BU 3340.0 ... -0.058683 bu2601 bu
45 2025-10-20 RU 14458.33 ... 0.028127 ru2601 ru
46 2025-10-20 SP 5550.0 ... -0.070631 sp2601 sp
47 2025-10-20 SS 13025.0 ... -0.031862 ss2512 ss
48 2025-10-20 BR 11320.0 ... -0.038869 br2512 br
49 2025-10-20 SI 9680.0 ... -0.080062 SI2601 si
50 2025-10-20 LC 75016.67 ... 0.015508 LC2601 lc
51 2025-10-20 PS 52000.0 ... 0.03375 PS2512 ps
[52 rows x 15 columns]
2025-10-21 16:25:50,096 - future_1d - INFO - save future_spot 2025-10-20 completed
2025-10-21 16:25:54,115 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-21, end_day=2025-10-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-21 C 2180.0 ... -0.01789 c2601 c
1 2025-10-21 A 4245.0 ... -0.040518 a2601 a
2 2025-10-21 M 2978.0 ... -0.027199 m2601 m
3 2025-10-21 Y 8492.0 ... -0.020254 y2601 y
4 2025-10-21 P 9306.0 ... 0.001719 p2601 p
5 2025-10-21 JD 3000.0 ... -0.023 jd2512 jd
6 2025-10-21 L 7071.66 ... -0.028658 l2601 l
7 2025-10-21 V 4542.0 ... 0.034566 v2601 v
8 2025-10-21 PP 6773.33 ... -0.029724 pp2601 pp
9 2025-10-21 JM 1531.25 ... -0.221224 jm2601 jm
10 2025-10-21 I 791.44 ... -0.028353 i2601 i
11 2025-10-21 EG 4263.33 ... -0.061063 eg2601 eg
12 2025-10-21 EB 6834.0 ... -0.053263 eb2512 eb
13 2025-10-21 PG 4342.5 ... -0.054462 pg2512 pg
14 2025-10-21 LH 11700.0 ... 0.035897 lh2601 lh
15 2025-10-21 BZ 5302.0 ... 0.033949 bz2603 bz
16 2025-10-21 CF 14688.83 ... -0.081275 CF601 CF
17 2025-10-21 SR 5750.0 ... -0.054609 SR601 SR
18 2025-10-21 TA 4369.84 ... 0.00919 TA601 TA
19 2025-10-21 OI 10191.67 ... -0.030385 OI601 OI
20 2025-10-21 MA 2265.0 ... -0.003532 MA601 MA
21 2025-10-21 FG 1194.4 ... -0.088245 FG601 FG
22 2025-10-21 RM 2435.0 ... -0.039014 RM601 RM
23 2025-10-21 SF 5145.71 ... 0.064965 SF601 SF
24 2025-10-21 SM 5564.0 ... 0.034148 SM601 SM
25 2025-10-21 CY 23400.0 ... -0.159615 CY601 CY
26 2025-10-21 UR 1570.0 ... 0.026115 UR601 UR
27 2025-10-21 SA 1207.86 ... -0.000712 SA601 SA
28 2025-10-21 PF 6279.77 ... -0.035315 PF512 PF
29 2025-10-21 PX 6650.0 ... -0.049323 PX601 PX
30 2025-10-21 SH 848.0 ... 1.807783 SH601 SH
31 2025-10-21 PR 5687.5 ... -0.028747 PR601 PR
32 2025-10-21 CU 85788.33 ... -0.003011 cu2512 cu
33 2025-10-21 AL 20943.33 ... -0.000636 al2512 al
34 2025-10-21 ZN 21922.0 ... 0.001733 zn2512 zn
35 2025-10-21 PB 17075.0 ... 0.005564 pb2512 pb
36 2025-10-21 NI 122850.0 ... -0.010908 ni2512 ni
37 2025-10-21 SN 281537.5 ... -0.001518 sn2512 sn
38 2025-10-21 AU 986.21 ... 0.005303 au2512 au
39 2025-10-21 AG 11819.0 ... 0.003638 ag2512 ag
40 2025-10-21 RB 3130.84 ... -0.025821 rb2601 rb
41 2025-10-21 WR 3295.0 ... 0.013354 wr2601 wr
42 2025-10-21 HC 3336.67 ... -0.034666 hc2601 hc
43 2025-10-21 FU 5387.5 ... -0.510905 fu2601 fu
44 2025-10-21 BU 3340.0 ... -0.05509 bu2601 bu
45 2025-10-21 RU 14516.67 ... 0.033295 ru2601 ru
46 2025-10-21 SP 5533.33 ... -0.068554 sp2601 sp
47 2025-10-21 SS 13025.0 ... -0.027639 ss2512 ss
48 2025-10-21 BR 11370.0 ... -0.0365 br2512 br
49 2025-10-21 SI 9680.0 ... -0.088843 SI2601 si
50 2025-10-21 LC 75016.67 ... 0.011509 LC2601 lc
51 2025-10-21 PS 52000.0 ... 0.018942 PS2512 ps
[52 rows x 15 columns]
2025-10-21 16:25:54,291 - future_1d - INFO - save future_spot 2025-10-21 add
2025-10-21 16:25:54,298 - future_1d - INFO - 0 ... 4
date 2025-10-21 ... 2025-10-21
variety C ... P
spot_price 2180.0 ... 9306.0
near_contract c2511 ... p2510
near_contract_price 2119.0 ... 9120.0
dominant_contract c2601 ... p2601
dominant_contract_price 2141.0 ... 9322.0
near_month 2511 ... 2510
dominant_month 2601 ... 2601
near_basis -61.0 ... -186.0
dom_basis -39.0 ... 16.0
near_basis_rate -0.028 ... -0.02
dom_basis_rate -0.0179 ... 0.0017
symbol c2601 ... p2601
comd c ... p
created_at 2025-10-21 16:25:54.250183 ... 2025-10-21 16:25:54.250183
updated_at 2025-10-21 16:25:54.250543 ... 2025-10-21 16:25:54.250543
[17 rows x 5 columns]
=========================================================================
2025-10-21 18:25:20 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-10-21 18:25:22,787 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-10-21 18:25:23,138 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-15, end_day=2025-10-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-15 C 2185.71 ... -0.030521 c2601 c
1 2025-10-15 A 4250.0 ... -0.061647 a2601 a
2 2025-10-15 M 3014.0 ... -0.033179 m2601 m
3 2025-10-15 Y 8432.0 ... -0.022296 y2601 y
4 2025-10-15 P 9362.0 ... -0.004913 p2601 p
5 2025-10-15 JD 2950.0 ... 0.024068 jd2512 jd
6 2025-10-15 L 7118.33 ... -0.029548 l2601 l
7 2025-10-15 V 4523.0 ... 0.034711 v2601 v
8 2025-10-15 PP 6790.0 ... -0.029455 pp2601 pp
9 2025-10-15 JM 1513.75 ... -0.242279 jm2601 jm
10 2025-10-15 I 797.67 ... -0.021525 i2601 i
11 2025-10-15 EG 4305.0 ... -0.059698 eg2601 eg
12 2025-10-15 EB 6954.0 ... -0.058959 eb2511 eb
13 2025-10-15 PG 4445.0 ... -0.101687 pg2512 pg
14 2025-10-15 LH 11430.0 ... 0.076115 lh2601 lh
15 2025-10-15 BZ 5542.0 ... 0.007759 bz2603 bz
16 2025-10-15 CF 14691.0 ... -0.097747 CF601 CF
17 2025-10-15 SR 5830.0 ... -0.073413 SR601 SR
18 2025-10-15 TA 4397.16 ... 0.003375 TA601 TA
19 2025-10-15 OI 10153.33 ... -0.021109 OI601 OI
20 2025-10-15 MA 2320.0 ... -0.012069 MA601 MA
21 2025-10-15 FG 1256.0 ... -0.097134 FG601 FG
22 2025-10-15 RM 2463.33 ... -0.042353 RM601 RM
23 2025-10-15 SF 5104.29 ... 0.052056 SF601 SF
24 2025-10-15 SM 5610.0 ... 0.027807 SM601 SM
25 2025-10-15 CY 23450.0 ... -0.177186 CY601 CY
26 2025-10-15 UR 1580.0 ... 0.01519 UR601 UR
27 2025-10-15 SA 1214.29 ... 0.013761 SA601 SA
28 2025-10-15 PF 6311.13 ... -0.042961 PF512 PF
29 2025-10-15 PX 6800.0 ... -0.074118 PX601 PX
30 2025-10-15 SH 848.0 ... 1.870283 SH601 SH
31 2025-10-15 PR 5712.5 ... -0.031597 PR601 PR
32 2025-10-15 CU 85410.0 ... -0.0048 cu2512 cu
33 2025-10-15 AL 20940.0 ... -0.002149 al2512 al
34 2025-10-15 ZN 22000.0 ... -0.000227 zn2511 zn
35 2025-10-15 PB 16968.75 ... 0.005083 pb2511 pb
36 2025-10-15 NI 122566.67 ... -0.011395 ni2512 ni
37 2025-10-15 SN 281925.0 ... -0.005374 sn2511 sn
38 2025-10-15 AU 948.1 ... 0.000865 au2512 au
39 2025-10-15 AG 11851.67 ... -0.014907 ag2512 ag
40 2025-10-15 RB 3120.0 ... -0.024359 rb2601 rb
41 2025-10-15 WR 3302.5 ... 0.011961 wr2601 wr
42 2025-10-15 HC 3350.0 ... -0.037313 hc2601 hc
43 2025-10-15 FU 5437.5 ... -0.509149 fu2601 fu
44 2025-10-15 BU 3483.33 ... -0.09598 bu2601 bu
45 2025-10-15 RU 14433.33 ... 0.028869 ru2601 ru
46 2025-10-15 SP 5550.0 ... -0.067748 sp2601 sp
47 2025-10-15 SS 13037.5 ... -0.037009 ss2512 ss
48 2025-10-15 BR 11280.0 ... -0.047429 br2512 br
49 2025-10-15 SI 9700.0 ... -0.113918 SI2511 si
50 2025-10-15 LC 73016.67 ... 0.002511 LC2601 lc
51 2025-10-15 PS 52000.0 ... -0.022981 PS2511 ps
[52 rows x 15 columns]
2025-10-21 18:25:23,318 - future_1d - INFO - save future_spot 2025-10-15 completed
2025-10-21 18:25:28,785 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-16, end_day=2025-10-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-16 C 2180.0 ... -0.022477 c2601 c
1 2025-10-16 A 4245.0 ... -0.053004 a2601 a
2 2025-10-16 M 3010.0 ... -0.031561 m2601 m
3 2025-10-16 Y 8442.0 ... -0.022507 y2601 y
4 2025-10-16 P 9382.0 ... -0.005969 p2601 p
5 2025-10-16 JD 3010.0 ... -0.006645 jd2512 jd
6 2025-10-16 L 7108.33 ... -0.028323 l2601 l
7 2025-10-16 V 4521.0 ... 0.032294 v2601 v
8 2025-10-16 PP 6790.0 ... -0.028277 pp2601 pp
9 2025-10-16 JM 1513.75 ... -0.23237 jm2601 jm
10 2025-10-16 I 785.44 ... -0.016475 i2601 i
11 2025-10-16 EG 4305.0 ... -0.05784 eg2601 eg
12 2025-10-16 EB 6900.0 ... -0.054493 eb2511 eb
13 2025-10-16 PG 4412.5 ... -0.075581 pg2512 pg
14 2025-10-16 LH 11550.0 ... 0.036797 lh2601 lh
15 2025-10-16 BZ 5478.67 ... 0.020138 bz2603 bz
16 2025-10-16 CF 14679.67 ... -0.094666 CF601 CF
17 2025-10-16 SR 5826.67 ... -0.072712 SR601 SR
18 2025-10-16 TA 4404.16 ... 0.008592 TA601 TA
19 2025-10-16 OI 10153.33 ... -0.021306 OI601 OI
20 2025-10-16 MA 2324.0 ... -0.012048 MA601 MA
21 2025-10-16 FG 1256.0 ... -0.094745 FG601 FG
22 2025-10-16 RM 2475.0 ... -0.044444 RM601 RM
23 2025-10-16 SF 5124.29 ... 0.055756 SF601 SF
24 2025-10-16 SM 5600.0 ... 0.028214 SM601 SM
25 2025-10-16 CY 23450.0 ... -0.173774 CY601 CY
26 2025-10-16 UR 1577.5 ... 0.012361 UR601 UR
27 2025-10-16 SA 1214.29 ... 0.010467 SA601 SA
28 2025-10-16 PF 6294.4 ... -0.035333 PF512 PF
29 2025-10-16 PX 6800.0 ... -0.066765 PX601 PX
30 2025-10-16 SH 848.0 ... 1.89033 SH601 SH
31 2025-10-16 PR 5702.5 ... -0.024989 PR601 PR
32 2025-10-16 CU 85320.0 ... -0.003047 cu2512 cu
33 2025-10-16 AL 20966.67 ... -0.00151 al2512 al
34 2025-10-16 ZN 21906.0 ... 0.003378 zn2512 zn
35 2025-10-16 PB 17012.5 ... 0.006025 pb2511 pb
36 2025-10-16 NI 122450.0 ... -0.01127 ni2512 ni
37 2025-10-16 SN 281425.0 ... -0.004957 sn2511 sn
38 2025-10-16 AU 963.36 ... -0.000374 au2512 au
39 2025-10-16 AG 12155.33 ... -0.012614 ag2512 ag
40 2025-10-16 RB 3115.0 ... -0.025361 rb2601 rb
41 2025-10-16 WR 3302.5 ... 0.010144 wr2601 wr
42 2025-10-16 HC 3353.33 ... -0.043041 hc2601 hc
43 2025-10-16 FU 5462.5 ... -0.506819 fu2601 fu
44 2025-10-16 BU 3456.67 ... -0.085536 bu2601 bu
45 2025-10-16 RU 14458.33 ... 0.026744 ru2601 ru
46 2025-10-16 SP 5550.0 ... -0.071351 sp2601 sp
47 2025-10-16 SS 13037.5 ... -0.037776 ss2512 ss
48 2025-10-16 BR 11350.0 ... -0.037004 br2512 br
49 2025-10-16 SI 9680.0 ... -0.114153 SI2511 si
50 2025-10-16 LC 73016.67 ... 0.014289 LC2601 lc
51 2025-10-16 PS 52000.0 ... 0.042788 PS2512 ps
[52 rows x 15 columns]
2025-10-21 18:25:28,946 - future_1d - INFO - save future_spot 2025-10-16 completed
2025-10-21 18:25:33,069 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-17, end_day=2025-10-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-17 C 2181.43 ... -0.024493 c2601 c
1 2025-10-17 A 4245.0 ... -0.049706 a2601 a
2 2025-10-17 M 3010.0 ... -0.042525 m2601 m
3 2025-10-17 Y 8452.0 ... -0.01964 y2601 y
4 2025-10-17 P 9300.0 ... 0.003656 p2601 p
5 2025-10-17 JD 3075.0 ... -0.035772 jd2512 jd
6 2025-10-17 L 7098.34 ... -0.028928 l2601 l
7 2025-10-17 V 4536.0 ... 0.037478 v2601 v
8 2025-10-17 PP 6790.0 ... -0.030486 pp2601 pp
9 2025-10-17 JM 1513.75 ... -0.217506 jm2601 jm
10 2025-10-17 I 792.89 ... -0.026977 i2601 i
11 2025-10-17 EG 4268.33 ... -0.054197 eg2601 eg
12 2025-10-17 EB 6900.0 ... -0.055217 eb2511 eb
13 2025-10-17 PG 4425.0 ... -0.071412 pg2512 pg
14 2025-10-17 LH 11600.0 ... 0.018534 lh2601 lh
15 2025-10-17 BZ 5428.67 ... 0.030455 bz2603 bz
16 2025-10-17 CF 14694.5 ... -0.092518 CF601 CF
17 2025-10-17 SR 5853.33 ... -0.074886 SR601 SR
18 2025-10-17 TA 4381.5 ... 0.0097 TA601 TA
19 2025-10-17 OI 10146.67 ... -0.024902 OI601 OI
20 2025-10-17 MA 2280.0 ... 0.003947 MA601 MA
21 2025-10-17 FG 1256.0 ... -0.109873 FG601 FG
22 2025-10-17 RM 2441.67 ... -0.042459 RM601 RM
23 2025-10-17 SF 5132.86 ... 0.054773 SF601 SF
24 2025-10-17 SM 5570.0 ... 0.027648 SM601 SM
25 2025-10-17 CY 23400.0 ... -0.169017 CY601 CY
26 2025-10-17 UR 1582.5 ... 0.011058 UR601 UR
27 2025-10-17 SA 1207.86 ... 0.009223 SA601 SA
28 2025-10-17 PF 6290.53 ... -0.035375 PF512 PF
29 2025-10-17 PX 6800.0 ... -0.068529 PX601 PX
30 2025-10-17 SH 848.0 ... 1.830189 SH601 SH
31 2025-10-17 PR 5692.5 ... -0.026438 PR601 PR
32 2025-10-17 CU 84850.0 ... -0.001061 cu2512 cu
33 2025-10-17 AL 20960.0 ... 0.001431 al2512 al
34 2025-10-17 ZN 21838.0 ... 0.003984 zn2512 zn
35 2025-10-17 PB 16956.25 ... 0.005529 pb2511 pb
36 2025-10-17 NI 122583.33 ... -0.008919 ni2512 ni
37 2025-10-17 SN 281137.5 ... 0.000863 sn2511 sn
38 2025-10-17 AU 985.0 ... 0.001401 au2512 au
39 2025-10-17 AG 12194.67 ... 0.002897 ag2512 ag
40 2025-10-17 RB 3126.5 ... -0.025748 rb2601 rb
41 2025-10-17 WR 3295.0 ... 0.021244 wr2601 wr
42 2025-10-17 HC 3360.0 ... -0.041964 hc2601 hc
43 2025-10-17 FU 5412.5 ... -0.511501 fu2601 fu
44 2025-10-17 BU 3370.0 ... -0.069139 bu2601 bu
45 2025-10-17 RU 14341.67 ... 0.033352 ru2601 ru
46 2025-10-17 SP 5550.0 ... -0.076757 sp2601 sp
47 2025-10-17 SS 13025.0 ... -0.031478 ss2512 ss
48 2025-10-17 BR 11350.0 ... -0.036123 br2512 br
49 2025-10-17 SI 9680.0 ... -0.085744 SI2601 si
50 2025-10-17 LC 73216.67 ... 0.036649 LC2601 lc
51 2025-10-17 PS 52000.0 ... 0.053462 PS2512 ps
[52 rows x 15 columns]
2025-10-21 18:25:33,231 - future_1d - INFO - save future_spot 2025-10-17 completed
2025-10-21 18:25:39,564 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-20, end_day=2025-10-20) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-20 C 2180.0 ... -0.023853 c2601 c
1 2025-10-20 A 4245.0 ... -0.044759 a2601 a
2 2025-10-20 M 2976.0 ... -0.027554 m2601 m
3 2025-10-20 Y 8502.0 ... -0.022348 y2601 y
4 2025-10-20 P 9334.0 ... 0.003857 p2601 p
5 2025-10-20 JD 3075.0 ... -0.051707 jd2512 jd
6 2025-10-20 L 7076.66 ... -0.023692 l2601 l
7 2025-10-20 V 4542.0 ... 0.03941 v2601 v
8 2025-10-20 PP 6790.0 ... -0.028866 pp2601 pp
9 2025-10-20 JM 1531.25 ... -0.203592 jm2601 jm
10 2025-10-20 I 792.67 ... -0.030492 i2601 i
11 2025-10-20 EG 4263.33 ... -0.05473 eg2601 eg
12 2025-10-20 EB 6844.0 ... -0.050994 eb2512 eb
13 2025-10-20 PG 4350.0 ... -0.057011 pg2512 pg
14 2025-10-20 LH 11620.0 ... 0.041308 lh2601 lh
15 2025-10-20 BZ 5318.67 ... 0.040674 bz2603 bz
16 2025-10-20 CF 14688.83 ... -0.085359 CF601 CF
17 2025-10-20 SR 5790.0 ... -0.061313 SR601 SR
18 2025-10-20 TA 4363.25 ... 0.011631 TA601 TA
19 2025-10-20 OI 10228.33 ... -0.031709 OI601 OI
20 2025-10-20 MA 2290.0 ... -0.004367 MA601 MA
21 2025-10-20 FG 1194.4 ... -0.072338 FG601 FG
22 2025-10-20 RM 2458.33 ... -0.045287 RM601 RM
23 2025-10-20 SF 5145.71 ... 0.057969 SF601 SF
24 2025-10-20 SM 5570.0 ... 0.033393 SM601 SM
25 2025-10-20 CY 23400.0 ... -0.162179 CY601 CY
26 2025-10-20 UR 1577.5 ... 0.0187 UR601 UR
27 2025-10-20 SA 1207.86 ... 0.016674 SA601 SA
28 2025-10-20 PF 6290.23 ... -0.035329 PF512 PF
29 2025-10-20 PX 6650.0 ... -0.049023 PX601 PX
30 2025-10-20 SH 848.0 ... 1.798349 SH601 SH
31 2025-10-20 PR 5692.5 ... -0.027844 PR601 PR
32 2025-10-20 CU 85823.33 ... -0.006564 cu2512 cu
33 2025-10-20 AL 20943.33 ... -0.000636 al2512 al
34 2025-10-20 ZN 21844.0 ... 0.001877 zn2512 zn
35 2025-10-20 PB 17000.0 ... 0.005882 pb2511 pb
36 2025-10-20 NI 122383.33 ... -0.011957 ni2512 ni
37 2025-10-20 SN 280387.5 ... -0.003593 sn2512 sn
38 2025-10-20 AU 974.9 ... -0.000513 au2512 au
39 2025-10-20 AG 11818.33 ... -0.003074 ag2512 ag
40 2025-10-20 RB 3131.84 ... -0.023577 rb2601 rb
41 2025-10-20 WR 3295.0 ... 0.020334 wr2601 wr
42 2025-10-20 HC 3340.0 ... -0.033234 hc2601 hc
43 2025-10-20 FU 5400.0 ... -0.509259 fu2601 fu
44 2025-10-20 BU 3340.0 ... -0.058683 bu2601 bu
45 2025-10-20 RU 14458.33 ... 0.028127 ru2601 ru
46 2025-10-20 SP 5550.0 ... -0.070631 sp2601 sp
47 2025-10-20 SS 13025.0 ... -0.031862 ss2512 ss
48 2025-10-20 BR 11320.0 ... -0.038869 br2512 br
49 2025-10-20 SI 9680.0 ... -0.080062 SI2601 si
50 2025-10-20 LC 75016.67 ... 0.015508 LC2601 lc
51 2025-10-20 PS 52000.0 ... 0.03375 PS2512 ps
[52 rows x 15 columns]
2025-10-21 18:25:39,724 - future_1d - INFO - save future_spot 2025-10-20 completed
2025-10-21 18:25:47,843 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-21, end_day=2025-10-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-21 C 2180.0 ... -0.01789 c2601 c
1 2025-10-21 A 4245.0 ... -0.040518 a2601 a
2 2025-10-21 M 2978.0 ... -0.027199 m2601 m
3 2025-10-21 Y 8492.0 ... -0.020254 y2601 y
4 2025-10-21 P 9306.0 ... 0.001719 p2601 p
5 2025-10-21 JD 3000.0 ... -0.023 jd2512 jd
6 2025-10-21 L 7071.66 ... -0.028658 l2601 l
7 2025-10-21 V 4542.0 ... 0.034566 v2601 v
8 2025-10-21 PP 6773.33 ... -0.029724 pp2601 pp
9 2025-10-21 JM 1531.25 ... -0.221224 jm2601 jm
10 2025-10-21 I 791.44 ... -0.028353 i2601 i
11 2025-10-21 EG 4260.0 ... -0.060329 eg2601 eg
12 2025-10-21 EB 6834.0 ... -0.053263 eb2512 eb
13 2025-10-21 PG 4342.5 ... -0.054462 pg2512 pg
14 2025-10-21 LH 11700.0 ... 0.035897 lh2601 lh
15 2025-10-21 BZ 5302.0 ... 0.033949 bz2603 bz
16 2025-10-21 CF 14741.83 ... -0.084578 CF601 CF
17 2025-10-21 SR 5750.0 ... -0.054609 SR601 SR
18 2025-10-21 TA 4369.84 ... 0.00919 TA601 TA
19 2025-10-21 OI 10191.67 ... -0.030385 OI601 OI
20 2025-10-21 MA 2265.0 ... -0.003532 MA601 MA
21 2025-10-21 FG 1170.4 ... -0.069549 FG601 FG
22 2025-10-21 RM 2435.0 ... -0.039014 RM601 RM
23 2025-10-21 SF 5145.71 ... 0.064965 SF601 SF
24 2025-10-21 SM 5564.0 ... 0.034148 SM601 SM
25 2025-10-21 CY 23400.0 ... -0.159615 CY601 CY
26 2025-10-21 UR 1570.0 ... 0.026115 UR601 UR
27 2025-10-21 SA 1203.57 ... 0.00285 SA601 SA
28 2025-10-21 PF 6279.77 ... -0.035315 PF512 PF
29 2025-10-21 PX 6650.0 ... -0.049323 PX601 PX
30 2025-10-21 SH 848.0 ... 1.807783 SH601 SH
31 2025-10-21 PR 5687.5 ... -0.028747 PR601 PR
32 2025-10-21 CU 85788.33 ... -0.003011 cu2512 cu
33 2025-10-21 AL 20943.33 ... -0.000636 al2512 al
34 2025-10-21 ZN 21922.0 ... 0.001733 zn2512 zn
35 2025-10-21 PB 17075.0 ... 0.005564 pb2512 pb
36 2025-10-21 NI 122850.0 ... -0.010908 ni2512 ni
37 2025-10-21 SN 281537.5 ... -0.001518 sn2512 sn
38 2025-10-21 AU 986.21 ... 0.005303 au2512 au
39 2025-10-21 AG 11819.0 ... 0.003638 ag2512 ag
40 2025-10-21 RB 3130.84 ... -0.025821 rb2601 rb
41 2025-10-21 WR 3297.5 ... 0.012585 wr2601 wr
42 2025-10-21 HC 3336.67 ... -0.034666 hc2601 hc
43 2025-10-21 FU 5387.5 ... -0.510905 fu2601 fu
44 2025-10-21 BU 3340.0 ... -0.05509 bu2601 bu
45 2025-10-21 RU 14516.67 ... 0.033295 ru2601 ru
46 2025-10-21 SP 5533.33 ... -0.068554 sp2601 sp
47 2025-10-21 SS 13025.0 ... -0.027639 ss2512 ss
48 2025-10-21 BR 11370.0 ... -0.0365 br2512 br
49 2025-10-21 SI 9680.0 ... -0.088843 SI2601 si
50 2025-10-21 LC 75016.67 ... 0.011509 LC2601 lc
51 2025-10-21 PS 52000.0 ... 0.018942 PS2512 ps
[52 rows x 15 columns]
2025-10-21 18:25:48,021 - future_1d - INFO - save future_spot 2025-10-21 add
2025-10-21 18:25:48,029 - future_1d - INFO - 11 ... 41
date 2025-10-21 ... 2025-10-21
variety EG ... WR
spot_price 4260.0 ... 3297.5
near_contract eg2510 ... wr2511
near_contract_price 4057.0 ... 3310.0
dominant_contract eg2601 ... wr2601
dominant_contract_price 4003.0 ... 3339.0
near_month 2510 ... 2511
dominant_month 2601 ... 2601
near_basis -203.0 ... 12.5
dom_basis -257.0 ... 41.5
near_basis_rate -0.0477 ... 0.0038
dom_basis_rate -0.0603 ... 0.0126
symbol eg2601 ... wr2601
comd eg ... wr
created_at 2025-10-21 18:25:47.986186 ... 2025-10-21 18:25:47.986186
updated_at 2025-10-21 18:25:47.986544 ... 2025-10-21 18:25:47.986544
[17 rows x 5 columns]