=========================================================================
2025-10-20 16:25:42 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-10-20 16:25:44,287 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-10-20 16:25:44,616 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-14, end_day=2025-10-14) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-14 C 2187.14 ... -0.037556 c2601 c
1 2025-10-14 A 4250.0 ... -0.066118 a2601 a
2 2025-10-14 M 3012.0 ... -0.033201 m2601 m
3 2025-10-14 Y 8442.0 ... -0.020374 y2601 y
4 2025-10-14 P 9446.0 ... -0.008469 p2601 p
5 2025-10-14 JD 2940.0 ... -0.031633 jd2511 jd
6 2025-10-14 L 7133.33 ... -0.027663 l2601 l
7 2025-10-14 V 4521.0 ... 0.036054 v2601 v
8 2025-10-14 PP 6790.0 ... -0.023859 pp2601 pp
9 2025-10-14 JM 1513.75 ... -0.247234 jm2601 jm
10 2025-10-14 I 803.56 ... -0.019364 i2601 i
11 2025-10-14 EG 4305.0 ... -0.054123 eg2601 eg
12 2025-10-14 EB 7020.0 ... -0.058689 eb2511 eb
13 2025-10-14 PG 4445.0 ... -0.104387 pg2512 pg
14 2025-10-14 LH 11400.0 ... 0.082018 lh2601 lh
15 2025-10-14 BZ 5575.33 ... 0.00873 bz2603 bz
16 2025-10-14 CF 14775.83 ... -0.102927 CF601 CF
17 2025-10-14 SR 5840.0 ... -0.075342 SR601 SR
18 2025-10-14 TA 4460.09 ... 0.000877 TA601 TA
19 2025-10-14 OI 10170.0 ... -0.018387 OI601 OI
20 2025-10-14 MA 2260.0 ... 0.016372 MA601 MA
21 2025-10-14 FG 1256.0 ... -0.085191 FG601 FG
22 2025-10-14 RM 2458.33 ... -0.036338 RM601 RM
23 2025-10-14 SF 5104.29 ... 0.045003 SF601 SF
24 2025-10-14 SM 5590.0 ... 0.024687 SM601 SM
25 2025-10-14 CY 23450.0 ... -0.176546 CY601 CY
26 2025-10-14 UR 1580.0 ... 0.013924 UR601 UR
27 2025-10-14 SA 1218.57 ... 0.008559 SA601 SA
28 2025-10-14 PF 6351.3 ... -0.043345 PF512 PF
29 2025-10-14 PX 6800.0 ... -0.063235 PX601 PX
30 2025-10-14 SH 848.0 ... 1.864387 SH601 SH
31 2025-10-14 PR 5732.5 ... -0.027998 PR601 PR
32 2025-10-14 CU 86000.0 ... -0.003605 cu2512 cu
33 2025-10-14 AL 20913.33 ... 0.001514 al2512 al
34 2025-10-14 ZN 22198.0 ... 0.003469 zn2511 zn
35 2025-10-14 PB 16943.75 ... 0.008336 pb2511 pb
36 2025-10-14 NI 122200.0 ... -0.008101 ni2512 ni
37 2025-10-14 SN 282262.5 ... -0.000434 sn2511 sn
38 2025-10-14 AU 944.49 ... -0.004076 au2512 au
39 2025-10-14 AG 11890.67 ... -0.016288 ag2512 ag
40 2025-10-14 RB 3118.5 ... -0.018759 rb2601 rb
41 2025-10-14 WR 3315.0 ... 0.004223 wr2601 wr
42 2025-10-14 HC 3343.33 ... -0.030906 hc2601 hc
43 2025-10-14 FU 5450.0 ... -0.502018 fu2601 fu
44 2025-10-14 BU 3516.67 ... -0.099716 bu2601 bu
45 2025-10-14 RU 14391.67 ... 0.032194 ru2601 ru
46 2025-10-14 SP 5550.0 ... -0.07027 sp2601 sp
47 2025-10-14 SS 13037.5 ... -0.034324 ss2512 ss
48 2025-10-14 BR 11310.0 ... -0.045977 br2512 br
49 2025-10-14 SI 9700.0 ... -0.115464 SI2511 si
50 2025-10-14 LC 73016.67 ... 0.001963 LC2601 lc
51 2025-10-14 PS 52000.0 ... -0.05375 PS2511 ps
[52 rows x 15 columns]
2025-10-20 16:25:44,794 - future_1d - INFO - save future_spot 2025-10-14 completed
2025-10-20 16:25:49,949 - 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]
2025-10-20 16:25:50,112 - future_1d - INFO - save future_spot 2025-10-15 completed
2025-10-20 16:25:54,232 - 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]
2025-10-20 16:25:54,400 - future_1d - INFO - save future_spot 2025-10-16 completed
2025-10-20 16:26:00,871 - 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]
2025-10-20 16:26:01,032 - future_1d - INFO - save future_spot 2025-10-17 completed
2025-10-20 16:26:10,593 - 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 3010.0 ... -0.038538 m2601 m
3 2025-10-20 Y 8452.0 ... -0.016564 y2601 y
4 2025-10-20 P 9300.0 ... 0.007527 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 1513.75 ... -0.194385 jm2601 jm
10 2025-10-20 I 792.89 ... -0.030761 i2601 i
11 2025-10-20 EG 4268.33 ... -0.055837 eg2601 eg
12 2025-10-20 EB 6900.0 ... -0.058696 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 5345.33 ... 0.035483 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 10146.67 ... -0.023916 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 20960.0 ... -0.001431 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]
2025-10-20 16:26:10,769 - future_1d - INFO - save future_spot 2025-10-20 add
2025-10-20 16:26:10,777 - future_1d - INFO - 0 ... 4
date 2025-10-20 ... 2025-10-20
variety C ... P
spot_price 2180.0 ... 9300.0
near_contract c2511 ... p2510
near_contract_price 2118.0 ... 9120.0
dominant_contract c2601 ... p2601
dominant_contract_price 2128.0 ... 9370.0
near_month 2511 ... 2510
dominant_month 2601 ... 2601
near_basis -62.0 ... -180.0
dom_basis -52.0 ... 70.0
near_basis_rate -0.0284 ... -0.0194
dom_basis_rate -0.0239 ... 0.0075
symbol c2601 ... p2601
comd c ... p
created_at 2025-10-20 16:26:10.729328 ... 2025-10-20 16:26:10.729328
updated_at 2025-10-20 16:26:10.729724 ... 2025-10-20 16:26:10.729724
[17 rows x 5 columns]
=========================================================================
2025-10-20 18:25:47 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-10-20 18:25:49,257 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-10-20 18:25:49,594 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-14, end_day=2025-10-14) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-14 C 2187.14 ... -0.037556 c2601 c
1 2025-10-14 A 4250.0 ... -0.066118 a2601 a
2 2025-10-14 M 3012.0 ... -0.033201 m2601 m
3 2025-10-14 Y 8442.0 ... -0.020374 y2601 y
4 2025-10-14 P 9446.0 ... -0.008469 p2601 p
5 2025-10-14 JD 2940.0 ... -0.031633 jd2511 jd
6 2025-10-14 L 7133.33 ... -0.027663 l2601 l
7 2025-10-14 V 4521.0 ... 0.036054 v2601 v
8 2025-10-14 PP 6790.0 ... -0.023859 pp2601 pp
9 2025-10-14 JM 1513.75 ... -0.247234 jm2601 jm
10 2025-10-14 I 803.56 ... -0.019364 i2601 i
11 2025-10-14 EG 4305.0 ... -0.054123 eg2601 eg
12 2025-10-14 EB 7020.0 ... -0.058689 eb2511 eb
13 2025-10-14 PG 4445.0 ... -0.104387 pg2512 pg
14 2025-10-14 LH 11400.0 ... 0.082018 lh2601 lh
15 2025-10-14 BZ 5575.33 ... 0.00873 bz2603 bz
16 2025-10-14 CF 14775.83 ... -0.102927 CF601 CF
17 2025-10-14 SR 5840.0 ... -0.075342 SR601 SR
18 2025-10-14 TA 4460.09 ... 0.000877 TA601 TA
19 2025-10-14 OI 10170.0 ... -0.018387 OI601 OI
20 2025-10-14 MA 2260.0 ... 0.016372 MA601 MA
21 2025-10-14 FG 1256.0 ... -0.085191 FG601 FG
22 2025-10-14 RM 2458.33 ... -0.036338 RM601 RM
23 2025-10-14 SF 5104.29 ... 0.045003 SF601 SF
24 2025-10-14 SM 5590.0 ... 0.024687 SM601 SM
25 2025-10-14 CY 23450.0 ... -0.176546 CY601 CY
26 2025-10-14 UR 1580.0 ... 0.013924 UR601 UR
27 2025-10-14 SA 1218.57 ... 0.008559 SA601 SA
28 2025-10-14 PF 6351.3 ... -0.043345 PF512 PF
29 2025-10-14 PX 6800.0 ... -0.063235 PX601 PX
30 2025-10-14 SH 848.0 ... 1.864387 SH601 SH
31 2025-10-14 PR 5732.5 ... -0.027998 PR601 PR
32 2025-10-14 CU 86000.0 ... -0.003605 cu2512 cu
33 2025-10-14 AL 20913.33 ... 0.001514 al2512 al
34 2025-10-14 ZN 22198.0 ... 0.003469 zn2511 zn
35 2025-10-14 PB 16943.75 ... 0.008336 pb2511 pb
36 2025-10-14 NI 122200.0 ... -0.008101 ni2512 ni
37 2025-10-14 SN 282262.5 ... -0.000434 sn2511 sn
38 2025-10-14 AU 944.49 ... -0.004076 au2512 au
39 2025-10-14 AG 11890.67 ... -0.016288 ag2512 ag
40 2025-10-14 RB 3118.5 ... -0.018759 rb2601 rb
41 2025-10-14 WR 3315.0 ... 0.004223 wr2601 wr
42 2025-10-14 HC 3343.33 ... -0.030906 hc2601 hc
43 2025-10-14 FU 5450.0 ... -0.502018 fu2601 fu
44 2025-10-14 BU 3516.67 ... -0.099716 bu2601 bu
45 2025-10-14 RU 14391.67 ... 0.032194 ru2601 ru
46 2025-10-14 SP 5550.0 ... -0.07027 sp2601 sp
47 2025-10-14 SS 13037.5 ... -0.034324 ss2512 ss
48 2025-10-14 BR 11310.0 ... -0.045977 br2512 br
49 2025-10-14 SI 9700.0 ... -0.115464 SI2511 si
50 2025-10-14 LC 73016.67 ... 0.001963 LC2601 lc
51 2025-10-14 PS 52000.0 ... -0.05375 PS2511 ps
[52 rows x 15 columns]
2025-10-20 18:25:49,773 - future_1d - INFO - save future_spot 2025-10-14 completed
2025-10-20 18:25:58,339 - 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]
2025-10-20 18:25:58,499 - future_1d - INFO - save future_spot 2025-10-15 completed
2025-10-20 18:26:07,426 - 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]
2025-10-20 18:26:07,586 - future_1d - INFO - save future_spot 2025-10-16 completed
2025-10-20 18:26:14,419 - 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]
2025-10-20 18:26:14,577 - future_1d - INFO - save future_spot 2025-10-17 completed
2025-10-20 18:26:23,456 - 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]
2025-10-20 18:26:23,635 - future_1d - INFO - save future_spot 2025-10-20 add
2025-10-20 18:26:23,642 - future_1d - INFO - 2 ... 10
date 2025-10-20 ... 2025-10-20
variety M ... I
spot_price 2976.0 ... 792.67
near_contract m2511 ... i2510
near_contract_price 2874.0 ... 806.0
dominant_contract m2601 ... i2601
dominant_contract_price 2894.0 ... 768.5
near_month 2511 ... 2510
dominant_month 2601 ... 2601
near_basis -102.0 ... 13.33
dom_basis -82.0 ... -24.17
near_basis_rate -0.0343 ... 0.0168
dom_basis_rate -0.0276 ... -0.0305
symbol m2601 ... i2601
comd m ... i
created_at 2025-10-20 18:26:23.599246 ... 2025-10-20 18:26:23.599246
updated_at 2025-10-20 18:26:23.599641 ... 2025-10-20 18:26:23.599641
[17 rows x 5 columns]