=========================================================================
2025-10-03 16:25:46 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-10-03 16:25:48,639 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-10-03 16:25:48,978 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-24, end_day=2025-09-24) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-24 C 2288.57 ... -0.057053 c2511 c
1 2025-09-24 A 4290.0 ... -0.09324 a2511 a
2 2025-09-24 M 2988.0 ... -0.022088 m2601 m
3 2025-09-24 Y 8178.0 ... -0.010027 y2601 y
4 2025-09-24 P 9040.0 ... 0.004204 p2601 p
5 2025-09-24 JD 3875.0 ... -0.211097 jd2511 jd
6 2025-09-24 L 7346.67 ... -0.028403 l2601 l
7 2025-09-24 V 4629.0 ... 0.05984 v2601 v
8 2025-09-24 PP 6945.0 ... -0.010799 pp2601 pp
9 2025-09-24 JM 1471.25 ... -0.169074 jm2601 jm
10 2025-09-24 I 807.89 ... -0.005434 i2601 i
11 2025-09-24 EG 4396.67 ... -0.038591 eg2601 eg
12 2025-09-24 EB 7130.0 ... -0.029032 eb2511 eb
13 2025-09-24 PG 4575.0 ... -0.070164 pg2511 pg
14 2025-09-24 LH 13000.0 ... -0.023077 lh2511 lh
15 2025-09-24 BZ 5978.67 ... -0.011486 bz2603 bz
16 2025-09-24 CF 15090.83 ... -0.101441 CF601 CF
17 2025-09-24 SR 5813.33 ... -0.056823 SR601 SR
18 2025-09-24 TA 4572.91 ... 0.005487 TA601 TA
19 2025-09-24 OI 10066.67 ... -0.014272 OI601 OI
20 2025-09-24 MA 2261.0 ... 0.041575 MA601 MA
21 2025-09-24 FG 1144.0 ... 0.076923 FG601 FG
22 2025-09-24 RM 2541.67 ... -0.053378 RM601 RM
23 2025-09-24 SF 5337.14 ... 0.073983 SF511 SF
24 2025-09-24 SM 5716.0 ... 0.03394 SM601 SM
25 2025-09-24 CY 23550.0 ... -0.160297 CY511 CY
26 2025-09-24 UR 1655.0 ... 0.010272 UR601 UR
27 2025-09-24 SA 1262.5 ... 0.029703 SA601 SA
28 2025-09-24 PF 6425.21 ... -0.023845 PF511 PF
29 2025-09-24 PX 7200.0 ... -0.087778 PX511 PX
30 2025-09-24 SH 834.0 ... 2.03717 SH601 SH
31 2025-09-24 PR 5840.0 ... -0.014384 PR511 PR
32 2025-09-24 CU 80060.0 ... -0.000874 cu2511 cu
33 2025-09-24 AL 20693.33 ... -0.000403 al2511 al
34 2025-09-24 ZN 21824.0 ... 0.00417 zn2511 zn
35 2025-09-24 PB 17031.25 ... 0.002569 pb2511 pb
36 2025-09-24 NI 122633.33 ... -0.007774 ni2511 ni
37 2025-09-24 SN 271350.0 ... 0.001806 sn2511 sn
38 2025-09-24 AU 848.61 ... 0.011772 au2512 au
39 2025-09-24 AG 10244.33 ... 0.015489 ag2512 ag
40 2025-09-24 RB 3195.0 ... -0.011894 rb2601 rb
41 2025-09-24 WR 3375.0 ... -0.042074 wr2510 wr
42 2025-09-24 HC 3443.33 ... -0.027105 hc2601 hc
43 2025-09-24 FU 5400.0 ... -0.472222 fu2601 fu
44 2025-09-24 BU 3623.33 ... -0.062741 bu2511 bu
45 2025-09-24 RU 14983.33 ... 0.041491 ru2601 ru
46 2025-09-24 SP 5716.67 ... -0.123616 sp2511 sp
47 2025-09-24 SS 13092.5 ... -0.014321 ss2511 ss
48 2025-09-24 BR 11840.0 ... -0.024916 br2511 br
49 2025-09-24 SI 9700.0 ... -0.073196 SI2511 si
50 2025-09-24 LC 73266.67 ... 0.001274 LC2511 lc
51 2025-09-24 PS 52000.0 ... -0.020962 PS2511 ps
[52 rows x 15 columns]
2025-10-03 16:25:49,156 - future_1d - INFO - save future_spot 2025-09-24 completed
2025-10-03 16:25:57,005 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-25, end_day=2025-09-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-25 C 2288.57 ... -0.053557 c2511 c
1 2025-09-25 A 4290.0 ... -0.083916 a2511 a
2 2025-09-25 M 3002.0 ... -0.013658 m2601 m
3 2025-09-25 Y 8278.0 ... -0.011839 y2601 y
4 2025-09-25 P 9188.0 ... 0.00283 p2601 p
5 2025-09-25 JD 3875.0 ... -0.206968 jd2511 jd
6 2025-09-25 L 7345.0 ... -0.024098 l2601 l
7 2025-09-25 V 4648.0 ... 0.059596 v2601 v
8 2025-09-25 PP 6973.33 ... -0.01152 pp2601 pp
9 2025-09-25 JM 1496.25 ... -0.178613 jm2601 jm
10 2025-09-25 I 806.11 ... -0.002618 i2601 i
11 2025-09-25 EG 4401.67 ... -0.034685 eg2601 eg
12 2025-09-25 EB 7120.0 ... -0.022753 eb2511 eb
13 2025-09-25 PG 4575.0 ... -0.06929 pg2511 pg
14 2025-09-25 LH 12900.0 ... -0.015504 lh2511 lh
15 2025-09-25 BZ 5985.33 ... -0.009244 bz2603 bz
16 2025-09-25 CF 15106.67 ... -0.105362 CF601 CF
17 2025-09-25 SR 5806.67 ... -0.05333 SR601 SR
18 2025-09-25 TA 4635.0 ... 0.004962 TA601 TA
19 2025-09-25 OI 10278.33 ... -0.023869 OI601 OI
20 2025-09-25 MA 2253.75 ... 0.045813 MA601 MA
21 2025-09-25 FG 1206.4 ... 0.04443 FG601 FG
22 2025-09-25 RM 2541.67 ... -0.046296 RM601 RM
23 2025-09-25 SF 5337.14 ... 0.072485 SF511 SF
24 2025-09-25 SM 5726.0 ... 0.031086 SM601 SM
25 2025-09-25 CY 23550.0 ... -0.160085 CY511 CY
26 2025-09-25 UR 1647.5 ... 0.016692 UR601 UR
27 2025-09-25 SA 1262.5 ... 0.038416 SA601 SA
28 2025-09-25 PF 6427.29 ... -0.015448 PF511 PF
29 2025-09-25 PX 7200.0 ... -0.077778 PX511 PX
30 2025-09-25 SH 834.0 ... 2.047962 SH601 SH
31 2025-09-25 PR 5860.0 ... -0.007509 PR511 PR
32 2025-09-25 CU 82435.0 ... -0.003336 cu2511 cu
33 2025-09-25 AL 20783.33 ... -0.00016 al2511 al
34 2025-09-25 ZN 21864.0 ... 0.004619 zn2511 zn
35 2025-09-25 PB 17031.25 ... 0.004624 pb2511 pb
36 2025-09-25 NI 124400.0 ... -0.013424 ni2511 ni
37 2025-09-25 SN 273987.5 ... -0.001816 sn2511 sn
38 2025-09-25 AU 849.63 ... 0.00745 au2512 au
39 2025-09-25 AG 10332.33 ... 0.006162 ag2512 ag
40 2025-09-25 RB 3204.5 ... -0.012638 rb2601 rb
41 2025-09-25 WR 3385.0 ... -0.044904 wr2510 wr
42 2025-09-25 HC 3433.33 ... -0.023106 hc2601 hc
43 2025-09-25 FU 5437.5 ... -0.469793 fu2601 fu
44 2025-09-25 BU 3603.33 ... -0.049213 bu2511 bu
45 2025-09-25 RU 14958.33 ... 0.044903 ru2601 ru
46 2025-09-25 SP 5716.67 ... -0.116619 sp2511 sp
47 2025-09-25 SS 13092.5 ... -0.013557 ss2511 ss
48 2025-09-25 BR 11830.0 ... -0.023246 br2511 br
49 2025-09-25 SI 9700.0 ... -0.069072 SI2511 si
50 2025-09-25 LC 73250.0 ... 0.004505 LC2511 lc
51 2025-09-25 PS 52000.0 ... -0.012308 PS2511 ps
[52 rows x 15 columns]
2025-10-03 16:25:57,169 - future_1d - INFO - save future_spot 2025-09-25 completed
2025-10-03 16:26:03,305 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-26, end_day=2025-09-26) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-26 C 2288.57 ... -0.049188 c2511 c
1 2025-09-26 A 4285.0 ... -0.080513 a2511 a
2 2025-09-26 M 2998.0 ... -0.016344 m2601 m
3 2025-09-26 Y 8258.0 ... -0.007992 y2601 y
4 2025-09-26 P 9238.0 ... 0.003031 p2601 p
5 2025-09-26 JD 3775.0 ... -0.191788 jd2511 jd
6 2025-09-26 L 7345.0 ... -0.024779 l2601 l
7 2025-09-26 V 4635.0 ... 0.057605 v2601 v
8 2025-09-26 PP 6973.33 ... -0.010516 pp2601 pp
9 2025-09-26 JM 1496.25 ... -0.188304 jm2601 jm
10 2025-09-26 I 806.67 ... -0.012607 i2601 i
11 2025-09-26 EG 4390.0 ... -0.03713 eg2601 eg
12 2025-09-26 EB 7120.0 ... -0.025421 eb2511 eb
13 2025-09-26 PG 4592.5 ... -0.066957 pg2511 pg
14 2025-09-26 LH 12820.0 ... -0.015211 lh2511 lh
15 2025-09-26 BZ 5968.67 ... -0.0105 bz2603 bz
16 2025-09-26 CF 15058.5 ... -0.106153 CF601 CF
17 2025-09-26 SR 5820.0 ... -0.056529 SR601 SR
18 2025-09-26 TA 4639.41 ... 0.0053 TA601 TA
19 2025-09-26 OI 10305.0 ... -0.015429 OI601 OI
20 2025-09-26 MA 2257.5 ... 0.04186 MA601 MA
21 2025-09-26 FG 1234.4 ... 0.018308 FG601 FG
22 2025-09-26 RM 2548.33 ... -0.046827 RM601 RM
23 2025-09-26 SF 5325.71 ... 0.066524 SF511 SF
24 2025-09-26 SM 5700.0 ... 0.029123 SM601 SM
25 2025-09-26 CY 23550.0 ... -0.161571 CY511 CY
26 2025-09-26 UR 1636.25 ... 0.02246 UR601 UR
27 2025-09-26 SA 1262.5 ... 0.030495 SA601 SA
28 2025-09-26 PF 6441.12 ... -0.015078 PF511 PF
29 2025-09-26 PX 7200.0 ... -0.074444 PX511 PX
30 2025-09-26 SH 834.0 ... 2.033573 SH601 SH
31 2025-09-26 PR 5900.0 ... -0.013898 PR511 PR
32 2025-09-26 CU 82558.33 ... -0.000222 cu2511 cu
33 2025-09-26 AL 20783.33 ... -0.000401 al2511 al
34 2025-09-26 ZN 21948.0 ... 0.003964 zn2511 zn
35 2025-09-26 PB 16993.75 ... 0.005664 pb2511 pb
36 2025-09-26 NI 122700.0 ... -0.007009 ni2511 ni
37 2025-09-26 SN 273800.0 ... -0.000913 sn2511 sn
38 2025-09-26 AU 852.33 ... 0.003133 au2512 au
39 2025-09-26 AG 10495.33 ... 0.002922 ag2512 ag
40 2025-09-26 RB 3193.5 ... -0.017066 rb2601 rb
41 2025-09-26 WR 3370.0 ... -0.044807 wr2510 wr
42 2025-09-26 HC 3423.33 ... -0.027263 hc2601 hc
43 2025-09-26 FU 5437.5 ... -0.464092 fu2601 fu
44 2025-09-26 BU 3603.33 ... -0.042275 bu2511 bu
45 2025-09-26 RU 14866.67 ... 0.037556 ru2601 ru
46 2025-09-26 SP 5716.67 ... -0.119417 sp2511 sp
47 2025-09-26 SS 13067.5 ... -0.013583 ss2512 ss
48 2025-09-26 BR 11810.0 ... -0.038103 br2511 br
49 2025-09-26 SI 9720.0 ... -0.074074 SI2511 si
50 2025-09-26 LC 73183.33 ... 0.000774 LC2511 lc
51 2025-09-26 PS 52000.0 ... -0.011154 PS2511 ps
[52 rows x 15 columns]
2025-10-03 16:26:03,465 - future_1d - INFO - save future_spot 2025-09-26 completed
2025-10-03 16:26:08,372 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-29, end_day=2025-09-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-29 C 2288.57 ... -0.051373 c2511 c
1 2025-09-29 A 4285.0 ... -0.082614 a2511 a
2 2025-09-29 M 2988.0 ... -0.017068 m2601 m
3 2025-09-29 Y 8228.0 ... -0.008994 y2601 y
4 2025-09-29 P 9248.0 ... -0.001514 p2601 p
5 2025-09-29 JD 3690.0 ... -0.179404 jd2511 jd
6 2025-09-29 L 7355.0 ... -0.024609 l2601 l
7 2025-09-29 V 4626.0 ... 0.05815 v2601 v
8 2025-09-29 PP 6920.0 ... -0.003035 pp2601 pp
9 2025-09-29 JM 1508.75 ... -0.223529 jm2601 jm
10 2025-09-29 I 793.44 ... -0.010007 i2601 i
11 2025-09-29 EG 4385.0 ... -0.036488 eg2601 eg
12 2025-09-29 EB 7124.0 ... -0.025969 eb2511 eb
13 2025-09-29 PG 4580.0 ... -0.062227 pg2511 pg
14 2025-09-29 LH 12700.0 ... 0.01063 lh2601 lh
15 2025-09-29 BZ 5862.0 ... 0.005629 bz2603 bz
16 2025-09-29 CF 14982.5 ... -0.107959 CF601 CF
17 2025-09-29 SR 5820.0 ... -0.056873 SR601 SR
18 2025-09-29 TA 4612.5 ... 0.00813 TA601 TA
19 2025-09-29 OI 10236.67 ... -0.010616 OI601 OI
20 2025-09-29 MA 2260.0 ... 0.042478 MA601 MA
21 2025-09-29 FG 1234.4 ... -0.004375 FG601 FG
22 2025-09-29 RM 2533.33 ... -0.047499 RM601 RM
23 2025-09-29 SF 5322.86 ... 0.050187 SF511 SF
24 2025-09-29 SM 5672.0 ... 0.02292 SM601 SM
25 2025-09-29 CY 23550.0 ... -0.170701 CY511 CY
26 2025-09-29 UR 1621.25 ... 0.022051 UR601 UR
27 2025-09-29 SA 1262.5 ... 0.01703 SA601 SA
28 2025-09-29 PF 6444.13 ... -0.018331 PF511 PF
29 2025-09-29 PX 6800.0 ... -0.02 PX511 PX
30 2025-09-29 SH 834.0 ... 2.013189 SH601 SH
31 2025-09-29 PR 5902.5 ... -0.017704 PR511 PR
32 2025-09-29 CU 82271.67 ... -0.002451 cu2511 cu
33 2025-09-29 AL 20700.0 ... 0.000242 al2511 al
34 2025-09-29 ZN 21618.0 ... 0.006337 zn2511 zn
35 2025-09-29 PB 16856.25 ... 0.006452 pb2511 pb
36 2025-09-29 NI 122050.0 ... -0.008193 ni2511 ni
37 2025-09-29 SN 271400.0 ... 0.004127 sn2511 sn
38 2025-09-29 AU 858.42 ... 0.003774 au2512 au
39 2025-09-29 AG 10766.67 ... 0.006346 ag2512 ag
40 2025-09-29 RB 3176.0 ... -0.021725 rb2601 rb
41 2025-09-29 WR 3357.5 ... -0.045421 wr2510 wr
42 2025-09-29 HC 3390.0 ... -0.025369 hc2601 hc
43 2025-09-29 FU 5475.0 ... -0.463562 fu2601 fu
44 2025-09-29 BU 3593.33 ... -0.038775 bu2511 bu
45 2025-09-29 RU 14775.0 ... 0.03824 ru2601 ru
46 2025-09-29 SP 5666.67 ... -0.131412 sp2511 sp
47 2025-09-29 SS 13055.0 ... -0.018767 ss2512 ss
48 2025-09-29 BR 11750.0 ... -0.039574 br2511 br
49 2025-09-29 SI 9710.0 ... -0.108651 SI2511 si
50 2025-09-29 LC 73300.0 ... 0.005457 LC2511 lc
51 2025-09-29 PS 52000.0 ... -0.022596 PS2511 ps
[52 rows x 15 columns]
2025-10-03 16:26:08,537 - future_1d - INFO - save future_spot 2025-09-29 completed
2025-10-03 16:26:16,560 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-30, end_day=2025-09-30) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-30 C 2285.71 ... -0.060686 c2511 c
1 2025-09-30 A 4285.0 ... -0.083081 a2511 a
2 2025-09-30 M 2988.0 ... -0.018407 m2601 m
3 2025-09-30 Y 8218.0 ... -0.012655 y2601 y
4 2025-09-30 P 9226.0 ... -0.003902 p2601 p
5 2025-09-30 JD 3635.0 ... -0.169739 jd2511 jd
6 2025-09-30 L 7348.33 ... -0.026173 l2601 l
7 2025-09-30 V 4606.0 ... 0.054711 v2601 v
8 2025-09-30 PP 6920.0 ... -0.006792 pp2601 pp
9 2025-09-30 JM 1508.75 ... -0.240431 jm2601 jm
10 2025-09-30 I 792.22 ... -0.011638 i2601 i
11 2025-09-30 EG 4385.0 ... -0.042189 eg2601 eg
12 2025-09-30 EB 7120.0 ... -0.039607 eb2511 eb
13 2025-09-30 PG 4552.5 ... -0.056562 pg2511 pg
14 2025-09-30 LH 12620.0 ... 0.010301 lh2601 lh
15 2025-09-30 BZ 5848.67 ... -0.008151 bz2603 bz
16 2025-09-30 CF 14888.83 ... -0.110407 CF601 CF
17 2025-09-30 SR 5813.33 ... -0.055619 SR601 SR
18 2025-09-30 TA 4595.0 ... 0.000653 TA601 TA
19 2025-09-30 OI 10175.0 ... -0.012678 OI601 OI
20 2025-09-30 MA 2237.5 ... 0.04581 MA601 MA
21 2025-09-30 FG 1248.0 ... -0.014423 FG601 FG
22 2025-09-30 RM 2536.67 ... -0.043234 RM601 RM
23 2025-09-30 SF 5241.43 ... 0.055819 SF511 SF
24 2025-09-30 SM 5656.0 ... 0.019802 SM601 SM
25 2025-09-30 CY 23550.0 ... -0.176433 CY511 CY
26 2025-09-30 UR 1621.25 ... 0.027602 UR601 UR
27 2025-09-30 SA 1262.5 ... 0.007525 SA601 SA
28 2025-09-30 PF 6416.33 ... -0.022182 PF511 PF
29 2025-09-30 PX 6800.0 ... -0.035 PX601 PX
30 2025-09-30 SH 832.0 ... 2.022837 SH601 SH
31 2025-09-30 PR 5855.0 ... -0.01725 PR512 PR
32 2025-09-30 CU 83143.33 ... 0.001403 cu2511 cu
33 2025-09-30 AL 20733.33 ... 0.001045 al2511 al
34 2025-09-30 ZN 21824.0 ... 0.005086 zn2511 zn
35 2025-09-30 PB 16862.5 ... 0.004003 pb2511 pb
36 2025-09-30 NI 122500.0 ... -0.00751 ni2511 ni
37 2025-09-30 SN 277800.0 ... 0.003456 sn2511 sn
38 2025-09-30 AU 872.11 ... 0.000218 au2512 au
39 2025-09-30 AG 10890.33 ... 0.003275 ag2512 ag
40 2025-09-30 RB 3168.5 ... -0.024775 rb2601 rb
41 2025-09-30 WR 3357.5 ... -0.015041 wr2601 wr
42 2025-09-30 HC 3383.33 ... -0.032314 hc2601 hc
43 2025-09-30 FU 5475.0 ... -0.475799 fu2601 fu
44 2025-09-30 BU 3583.33 ... -0.043627 bu2511 bu
45 2025-09-30 RU 14666.67 ... 0.035 ru2601 ru
46 2025-09-30 SP 5633.33 ... -0.137988 sp2511 sp
47 2025-09-30 SS 13055.0 ... -0.019533 ss2512 ss
48 2025-09-30 BR 11670.0 ... -0.042416 br2511 br
49 2025-09-30 SI 9710.0 ... -0.107621 SI2511 si
50 2025-09-30 LC 73166.67 ... -0.000365 LC2511 lc
51 2025-09-30 PS 52000.0 ... -0.02375 PS2511 ps
[52 rows x 15 columns]
2025-10-03 16:26:16,717 - future_1d - INFO - save future_spot 2025-09-30 completed
=========================================================================
2025-10-03 18:25:38 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-10-03 18:25:40,167 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-10-03 18:25:40,508 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-24, end_day=2025-09-24) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-24 C 2288.57 ... -0.057053 c2511 c
1 2025-09-24 A 4290.0 ... -0.09324 a2511 a
2 2025-09-24 M 2988.0 ... -0.022088 m2601 m
3 2025-09-24 Y 8178.0 ... -0.010027 y2601 y
4 2025-09-24 P 9040.0 ... 0.004204 p2601 p
5 2025-09-24 JD 3875.0 ... -0.211097 jd2511 jd
6 2025-09-24 L 7346.67 ... -0.028403 l2601 l
7 2025-09-24 V 4629.0 ... 0.05984 v2601 v
8 2025-09-24 PP 6945.0 ... -0.010799 pp2601 pp
9 2025-09-24 JM 1471.25 ... -0.169074 jm2601 jm
10 2025-09-24 I 807.89 ... -0.005434 i2601 i
11 2025-09-24 EG 4396.67 ... -0.038591 eg2601 eg
12 2025-09-24 EB 7130.0 ... -0.029032 eb2511 eb
13 2025-09-24 PG 4575.0 ... -0.070164 pg2511 pg
14 2025-09-24 LH 13000.0 ... -0.023077 lh2511 lh
15 2025-09-24 BZ 5978.67 ... -0.011486 bz2603 bz
16 2025-09-24 CF 15090.83 ... -0.101441 CF601 CF
17 2025-09-24 SR 5813.33 ... -0.056823 SR601 SR
18 2025-09-24 TA 4572.91 ... 0.005487 TA601 TA
19 2025-09-24 OI 10066.67 ... -0.014272 OI601 OI
20 2025-09-24 MA 2261.0 ... 0.041575 MA601 MA
21 2025-09-24 FG 1144.0 ... 0.076923 FG601 FG
22 2025-09-24 RM 2541.67 ... -0.053378 RM601 RM
23 2025-09-24 SF 5337.14 ... 0.073983 SF511 SF
24 2025-09-24 SM 5716.0 ... 0.03394 SM601 SM
25 2025-09-24 CY 23550.0 ... -0.160297 CY511 CY
26 2025-09-24 UR 1655.0 ... 0.010272 UR601 UR
27 2025-09-24 SA 1262.5 ... 0.029703 SA601 SA
28 2025-09-24 PF 6425.21 ... -0.023845 PF511 PF
29 2025-09-24 PX 7200.0 ... -0.087778 PX511 PX
30 2025-09-24 SH 834.0 ... 2.03717 SH601 SH
31 2025-09-24 PR 5840.0 ... -0.014384 PR511 PR
32 2025-09-24 CU 80060.0 ... -0.000874 cu2511 cu
33 2025-09-24 AL 20693.33 ... -0.000403 al2511 al
34 2025-09-24 ZN 21824.0 ... 0.00417 zn2511 zn
35 2025-09-24 PB 17031.25 ... 0.002569 pb2511 pb
36 2025-09-24 NI 122633.33 ... -0.007774 ni2511 ni
37 2025-09-24 SN 271350.0 ... 0.001806 sn2511 sn
38 2025-09-24 AU 848.61 ... 0.011772 au2512 au
39 2025-09-24 AG 10244.33 ... 0.015489 ag2512 ag
40 2025-09-24 RB 3195.0 ... -0.011894 rb2601 rb
41 2025-09-24 WR 3375.0 ... -0.042074 wr2510 wr
42 2025-09-24 HC 3443.33 ... -0.027105 hc2601 hc
43 2025-09-24 FU 5400.0 ... -0.472222 fu2601 fu
44 2025-09-24 BU 3623.33 ... -0.062741 bu2511 bu
45 2025-09-24 RU 14983.33 ... 0.041491 ru2601 ru
46 2025-09-24 SP 5716.67 ... -0.123616 sp2511 sp
47 2025-09-24 SS 13092.5 ... -0.014321 ss2511 ss
48 2025-09-24 BR 11840.0 ... -0.024916 br2511 br
49 2025-09-24 SI 9700.0 ... -0.073196 SI2511 si
50 2025-09-24 LC 73266.67 ... 0.001274 LC2511 lc
51 2025-09-24 PS 52000.0 ... -0.020962 PS2511 ps
[52 rows x 15 columns]
2025-10-03 18:25:40,686 - future_1d - INFO - save future_spot 2025-09-24 completed
2025-10-03 18:25:48,920 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-25, end_day=2025-09-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-25 C 2288.57 ... -0.053557 c2511 c
1 2025-09-25 A 4290.0 ... -0.083916 a2511 a
2 2025-09-25 M 3002.0 ... -0.013658 m2601 m
3 2025-09-25 Y 8278.0 ... -0.011839 y2601 y
4 2025-09-25 P 9188.0 ... 0.00283 p2601 p
5 2025-09-25 JD 3875.0 ... -0.206968 jd2511 jd
6 2025-09-25 L 7345.0 ... -0.024098 l2601 l
7 2025-09-25 V 4648.0 ... 0.059596 v2601 v
8 2025-09-25 PP 6973.33 ... -0.01152 pp2601 pp
9 2025-09-25 JM 1496.25 ... -0.178613 jm2601 jm
10 2025-09-25 I 806.11 ... -0.002618 i2601 i
11 2025-09-25 EG 4401.67 ... -0.034685 eg2601 eg
12 2025-09-25 EB 7120.0 ... -0.022753 eb2511 eb
13 2025-09-25 PG 4575.0 ... -0.06929 pg2511 pg
14 2025-09-25 LH 12900.0 ... -0.015504 lh2511 lh
15 2025-09-25 BZ 5985.33 ... -0.009244 bz2603 bz
16 2025-09-25 CF 15106.67 ... -0.105362 CF601 CF
17 2025-09-25 SR 5806.67 ... -0.05333 SR601 SR
18 2025-09-25 TA 4635.0 ... 0.004962 TA601 TA
19 2025-09-25 OI 10278.33 ... -0.023869 OI601 OI
20 2025-09-25 MA 2253.75 ... 0.045813 MA601 MA
21 2025-09-25 FG 1206.4 ... 0.04443 FG601 FG
22 2025-09-25 RM 2541.67 ... -0.046296 RM601 RM
23 2025-09-25 SF 5337.14 ... 0.072485 SF511 SF
24 2025-09-25 SM 5726.0 ... 0.031086 SM601 SM
25 2025-09-25 CY 23550.0 ... -0.160085 CY511 CY
26 2025-09-25 UR 1647.5 ... 0.016692 UR601 UR
27 2025-09-25 SA 1262.5 ... 0.038416 SA601 SA
28 2025-09-25 PF 6427.29 ... -0.015448 PF511 PF
29 2025-09-25 PX 7200.0 ... -0.077778 PX511 PX
30 2025-09-25 SH 834.0 ... 2.047962 SH601 SH
31 2025-09-25 PR 5860.0 ... -0.007509 PR511 PR
32 2025-09-25 CU 82435.0 ... -0.003336 cu2511 cu
33 2025-09-25 AL 20783.33 ... -0.00016 al2511 al
34 2025-09-25 ZN 21864.0 ... 0.004619 zn2511 zn
35 2025-09-25 PB 17031.25 ... 0.004624 pb2511 pb
36 2025-09-25 NI 124400.0 ... -0.013424 ni2511 ni
37 2025-09-25 SN 273987.5 ... -0.001816 sn2511 sn
38 2025-09-25 AU 849.63 ... 0.00745 au2512 au
39 2025-09-25 AG 10332.33 ... 0.006162 ag2512 ag
40 2025-09-25 RB 3204.5 ... -0.012638 rb2601 rb
41 2025-09-25 WR 3385.0 ... -0.044904 wr2510 wr
42 2025-09-25 HC 3433.33 ... -0.023106 hc2601 hc
43 2025-09-25 FU 5437.5 ... -0.469793 fu2601 fu
44 2025-09-25 BU 3603.33 ... -0.049213 bu2511 bu
45 2025-09-25 RU 14958.33 ... 0.044903 ru2601 ru
46 2025-09-25 SP 5716.67 ... -0.116619 sp2511 sp
47 2025-09-25 SS 13092.5 ... -0.013557 ss2511 ss
48 2025-09-25 BR 11830.0 ... -0.023246 br2511 br
49 2025-09-25 SI 9700.0 ... -0.069072 SI2511 si
50 2025-09-25 LC 73250.0 ... 0.004505 LC2511 lc
51 2025-09-25 PS 52000.0 ... -0.012308 PS2511 ps
[52 rows x 15 columns]
2025-10-03 18:25:49,080 - future_1d - INFO - save future_spot 2025-09-25 completed
2025-10-03 18:25:59,067 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-26, end_day=2025-09-26) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-26 C 2288.57 ... -0.049188 c2511 c
1 2025-09-26 A 4285.0 ... -0.080513 a2511 a
2 2025-09-26 M 2998.0 ... -0.016344 m2601 m
3 2025-09-26 Y 8258.0 ... -0.007992 y2601 y
4 2025-09-26 P 9238.0 ... 0.003031 p2601 p
5 2025-09-26 JD 3775.0 ... -0.191788 jd2511 jd
6 2025-09-26 L 7345.0 ... -0.024779 l2601 l
7 2025-09-26 V 4635.0 ... 0.057605 v2601 v
8 2025-09-26 PP 6973.33 ... -0.010516 pp2601 pp
9 2025-09-26 JM 1496.25 ... -0.188304 jm2601 jm
10 2025-09-26 I 806.67 ... -0.012607 i2601 i
11 2025-09-26 EG 4390.0 ... -0.03713 eg2601 eg
12 2025-09-26 EB 7120.0 ... -0.025421 eb2511 eb
13 2025-09-26 PG 4592.5 ... -0.066957 pg2511 pg
14 2025-09-26 LH 12820.0 ... -0.015211 lh2511 lh
15 2025-09-26 BZ 5968.67 ... -0.0105 bz2603 bz
16 2025-09-26 CF 15058.5 ... -0.106153 CF601 CF
17 2025-09-26 SR 5820.0 ... -0.056529 SR601 SR
18 2025-09-26 TA 4639.41 ... 0.0053 TA601 TA
19 2025-09-26 OI 10305.0 ... -0.015429 OI601 OI
20 2025-09-26 MA 2257.5 ... 0.04186 MA601 MA
21 2025-09-26 FG 1234.4 ... 0.018308 FG601 FG
22 2025-09-26 RM 2548.33 ... -0.046827 RM601 RM
23 2025-09-26 SF 5325.71 ... 0.066524 SF511 SF
24 2025-09-26 SM 5700.0 ... 0.029123 SM601 SM
25 2025-09-26 CY 23550.0 ... -0.161571 CY511 CY
26 2025-09-26 UR 1636.25 ... 0.02246 UR601 UR
27 2025-09-26 SA 1262.5 ... 0.030495 SA601 SA
28 2025-09-26 PF 6441.12 ... -0.015078 PF511 PF
29 2025-09-26 PX 7200.0 ... -0.074444 PX511 PX
30 2025-09-26 SH 834.0 ... 2.033573 SH601 SH
31 2025-09-26 PR 5900.0 ... -0.013898 PR511 PR
32 2025-09-26 CU 82558.33 ... -0.000222 cu2511 cu
33 2025-09-26 AL 20783.33 ... -0.000401 al2511 al
34 2025-09-26 ZN 21948.0 ... 0.003964 zn2511 zn
35 2025-09-26 PB 16993.75 ... 0.005664 pb2511 pb
36 2025-09-26 NI 122700.0 ... -0.007009 ni2511 ni
37 2025-09-26 SN 273800.0 ... -0.000913 sn2511 sn
38 2025-09-26 AU 852.33 ... 0.003133 au2512 au
39 2025-09-26 AG 10495.33 ... 0.002922 ag2512 ag
40 2025-09-26 RB 3193.5 ... -0.017066 rb2601 rb
41 2025-09-26 WR 3370.0 ... -0.044807 wr2510 wr
42 2025-09-26 HC 3423.33 ... -0.027263 hc2601 hc
43 2025-09-26 FU 5437.5 ... -0.464092 fu2601 fu
44 2025-09-26 BU 3603.33 ... -0.042275 bu2511 bu
45 2025-09-26 RU 14866.67 ... 0.037556 ru2601 ru
46 2025-09-26 SP 5716.67 ... -0.119417 sp2511 sp
47 2025-09-26 SS 13067.5 ... -0.013583 ss2512 ss
48 2025-09-26 BR 11810.0 ... -0.038103 br2511 br
49 2025-09-26 SI 9720.0 ... -0.074074 SI2511 si
50 2025-09-26 LC 73183.33 ... 0.000774 LC2511 lc
51 2025-09-26 PS 52000.0 ... -0.011154 PS2511 ps
[52 rows x 15 columns]
2025-10-03 18:25:59,224 - future_1d - INFO - save future_spot 2025-09-26 completed
2025-10-03 18:26:08,399 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-29, end_day=2025-09-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-29 C 2288.57 ... -0.051373 c2511 c
1 2025-09-29 A 4285.0 ... -0.082614 a2511 a
2 2025-09-29 M 2988.0 ... -0.017068 m2601 m
3 2025-09-29 Y 8228.0 ... -0.008994 y2601 y
4 2025-09-29 P 9248.0 ... -0.001514 p2601 p
5 2025-09-29 JD 3690.0 ... -0.179404 jd2511 jd
6 2025-09-29 L 7355.0 ... -0.024609 l2601 l
7 2025-09-29 V 4626.0 ... 0.05815 v2601 v
8 2025-09-29 PP 6920.0 ... -0.003035 pp2601 pp
9 2025-09-29 JM 1508.75 ... -0.223529 jm2601 jm
10 2025-09-29 I 793.44 ... -0.010007 i2601 i
11 2025-09-29 EG 4385.0 ... -0.036488 eg2601 eg
12 2025-09-29 EB 7124.0 ... -0.025969 eb2511 eb
13 2025-09-29 PG 4580.0 ... -0.062227 pg2511 pg
14 2025-09-29 LH 12700.0 ... 0.01063 lh2601 lh
15 2025-09-29 BZ 5862.0 ... 0.005629 bz2603 bz
16 2025-09-29 CF 14982.5 ... -0.107959 CF601 CF
17 2025-09-29 SR 5820.0 ... -0.056873 SR601 SR
18 2025-09-29 TA 4612.5 ... 0.00813 TA601 TA
19 2025-09-29 OI 10236.67 ... -0.010616 OI601 OI
20 2025-09-29 MA 2260.0 ... 0.042478 MA601 MA
21 2025-09-29 FG 1234.4 ... -0.004375 FG601 FG
22 2025-09-29 RM 2533.33 ... -0.047499 RM601 RM
23 2025-09-29 SF 5322.86 ... 0.050187 SF511 SF
24 2025-09-29 SM 5672.0 ... 0.02292 SM601 SM
25 2025-09-29 CY 23550.0 ... -0.170701 CY511 CY
26 2025-09-29 UR 1621.25 ... 0.022051 UR601 UR
27 2025-09-29 SA 1262.5 ... 0.01703 SA601 SA
28 2025-09-29 PF 6444.13 ... -0.018331 PF511 PF
29 2025-09-29 PX 6800.0 ... -0.02 PX511 PX
30 2025-09-29 SH 834.0 ... 2.013189 SH601 SH
31 2025-09-29 PR 5902.5 ... -0.017704 PR511 PR
32 2025-09-29 CU 82271.67 ... -0.002451 cu2511 cu
33 2025-09-29 AL 20700.0 ... 0.000242 al2511 al
34 2025-09-29 ZN 21618.0 ... 0.006337 zn2511 zn
35 2025-09-29 PB 16856.25 ... 0.006452 pb2511 pb
36 2025-09-29 NI 122050.0 ... -0.008193 ni2511 ni
37 2025-09-29 SN 271400.0 ... 0.004127 sn2511 sn
38 2025-09-29 AU 858.42 ... 0.003774 au2512 au
39 2025-09-29 AG 10766.67 ... 0.006346 ag2512 ag
40 2025-09-29 RB 3176.0 ... -0.021725 rb2601 rb
41 2025-09-29 WR 3357.5 ... -0.045421 wr2510 wr
42 2025-09-29 HC 3390.0 ... -0.025369 hc2601 hc
43 2025-09-29 FU 5475.0 ... -0.463562 fu2601 fu
44 2025-09-29 BU 3593.33 ... -0.038775 bu2511 bu
45 2025-09-29 RU 14775.0 ... 0.03824 ru2601 ru
46 2025-09-29 SP 5666.67 ... -0.131412 sp2511 sp
47 2025-09-29 SS 13055.0 ... -0.018767 ss2512 ss
48 2025-09-29 BR 11750.0 ... -0.039574 br2511 br
49 2025-09-29 SI 9710.0 ... -0.108651 SI2511 si
50 2025-09-29 LC 73300.0 ... 0.005457 LC2511 lc
51 2025-09-29 PS 52000.0 ... -0.022596 PS2511 ps
[52 rows x 15 columns]
2025-10-03 18:26:08,561 - future_1d - INFO - save future_spot 2025-09-29 completed
2025-10-03 18:26:15,847 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-30, end_day=2025-09-30) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-30 C 2285.71 ... -0.060686 c2511 c
1 2025-09-30 A 4285.0 ... -0.083081 a2511 a
2 2025-09-30 M 2988.0 ... -0.018407 m2601 m
3 2025-09-30 Y 8218.0 ... -0.012655 y2601 y
4 2025-09-30 P 9226.0 ... -0.003902 p2601 p
5 2025-09-30 JD 3635.0 ... -0.169739 jd2511 jd
6 2025-09-30 L 7348.33 ... -0.026173 l2601 l
7 2025-09-30 V 4606.0 ... 0.054711 v2601 v
8 2025-09-30 PP 6920.0 ... -0.006792 pp2601 pp
9 2025-09-30 JM 1508.75 ... -0.240431 jm2601 jm
10 2025-09-30 I 792.22 ... -0.011638 i2601 i
11 2025-09-30 EG 4385.0 ... -0.042189 eg2601 eg
12 2025-09-30 EB 7120.0 ... -0.039607 eb2511 eb
13 2025-09-30 PG 4552.5 ... -0.056562 pg2511 pg
14 2025-09-30 LH 12620.0 ... 0.010301 lh2601 lh
15 2025-09-30 BZ 5848.67 ... -0.008151 bz2603 bz
16 2025-09-30 CF 14888.83 ... -0.110407 CF601 CF
17 2025-09-30 SR 5813.33 ... -0.055619 SR601 SR
18 2025-09-30 TA 4595.0 ... 0.000653 TA601 TA
19 2025-09-30 OI 10175.0 ... -0.012678 OI601 OI
20 2025-09-30 MA 2237.5 ... 0.04581 MA601 MA
21 2025-09-30 FG 1248.0 ... -0.014423 FG601 FG
22 2025-09-30 RM 2536.67 ... -0.043234 RM601 RM
23 2025-09-30 SF 5241.43 ... 0.055819 SF511 SF
24 2025-09-30 SM 5656.0 ... 0.019802 SM601 SM
25 2025-09-30 CY 23550.0 ... -0.176433 CY511 CY
26 2025-09-30 UR 1621.25 ... 0.027602 UR601 UR
27 2025-09-30 SA 1262.5 ... 0.007525 SA601 SA
28 2025-09-30 PF 6416.33 ... -0.022182 PF511 PF
29 2025-09-30 PX 6800.0 ... -0.035 PX601 PX
30 2025-09-30 SH 832.0 ... 2.022837 SH601 SH
31 2025-09-30 PR 5855.0 ... -0.01725 PR512 PR
32 2025-09-30 CU 83143.33 ... 0.001403 cu2511 cu
33 2025-09-30 AL 20733.33 ... 0.001045 al2511 al
34 2025-09-30 ZN 21824.0 ... 0.005086 zn2511 zn
35 2025-09-30 PB 16862.5 ... 0.004003 pb2511 pb
36 2025-09-30 NI 122500.0 ... -0.00751 ni2511 ni
37 2025-09-30 SN 277800.0 ... 0.003456 sn2511 sn
38 2025-09-30 AU 872.11 ... 0.000218 au2512 au
39 2025-09-30 AG 10890.33 ... 0.003275 ag2512 ag
40 2025-09-30 RB 3168.5 ... -0.024775 rb2601 rb
41 2025-09-30 WR 3357.5 ... -0.015041 wr2601 wr
42 2025-09-30 HC 3383.33 ... -0.032314 hc2601 hc
43 2025-09-30 FU 5475.0 ... -0.475799 fu2601 fu
44 2025-09-30 BU 3583.33 ... -0.043627 bu2511 bu
45 2025-09-30 RU 14666.67 ... 0.035 ru2601 ru
46 2025-09-30 SP 5633.33 ... -0.137988 sp2511 sp
47 2025-09-30 SS 13055.0 ... -0.019533 ss2512 ss
48 2025-09-30 BR 11670.0 ... -0.042416 br2511 br
49 2025-09-30 SI 9710.0 ... -0.107621 SI2511 si
50 2025-09-30 LC 73166.67 ... -0.000365 LC2511 lc
51 2025-09-30 PS 52000.0 ... -0.02375 PS2511 ps
[52 rows x 15 columns]
2025-10-03 18:26:16,005 - future_1d - INFO - save future_spot 2025-09-30 completed