=========================================================================
2025-08-29 16:25:44 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-08-29 16:25:46,618 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-29 16:25:46,960 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-25, end_day=2025-08-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-25 C 2308.57 ... -0.062623 c2511 c
1 2025-08-25 A 4300.0 ... -0.070233 a2511 a
2 2025-08-25 M 3120.0 ... -0.003205 m2601 m
3 2025-08-25 Y 8568.0 ... -0.011204 y2601 y
4 2025-08-25 P 9638.0 ... -0.00249 p2601 p
5 2025-08-25 JD 3250.0 ... -0.067385 jd2510 jd
6 2025-08-25 L 7440.0 ... -0.003898 l2601 l
7 2025-08-25 V 4761.0 ... 0.059651 v2601 v
8 2025-08-25 PP 7198.33 ... -0.018245 pp2601 pp
9 2025-08-25 JM 1421.25 ... -0.156728 jm2601 jm
10 2025-08-25 I 795.89 ... -0.017452 i2601 i
11 2025-08-25 EG 4501.67 ... 0.000073 eg2601 eg
12 2025-08-25 EB 7624.0 ... -0.032004 eb2510 eb
13 2025-08-25 PG 4752.5 ... -0.069963 pg2510 pg
14 2025-08-25 LH 13800.0 ... 0.009058 lh2511 lh
15 2025-08-25 BZ 6155.33 ... 0.010019 bz2603 bz
16 2025-08-25 CF 15237.0 ... -0.073637 CF601 CF
17 2025-08-25 SR 5956.67 ... -0.045608 SR601 SR
18 2025-08-25 TA 4855.0 ... 0.003913 TA601 TA
19 2025-08-25 OI 10006.67 ... -0.011659 OI601 OI
20 2025-08-25 MA 2306.67 ... 0.050432 MA601 MA
21 2025-08-25 FG 1106.4 ... 0.079176 FG601 FG
22 2025-08-25 RM 2620.0 ... -0.023282 RM601 RM
23 2025-08-25 SF 5311.43 ... 0.070898 SF511 SF
24 2025-08-25 SM 5784.0 ... 0.017289 SM601 SM
25 2025-08-25 CY 23550.0 ... -0.143949 CY511 CY
26 2025-08-25 UR 1712.5 ... 0.019562 UR601 UR
27 2025-08-25 SA 1290.0 ... 0.034884 SA601 SA
28 2025-08-25 PF 6563.83 ... 0.00612 PF510 PF
29 2025-08-25 PX 7000.0 ... -0.002571 PX511 PX
30 2025-08-25 SH 873.0 ... 2.138603 SH601 SH
31 2025-08-25 PR 6000.0 ... 0.008333 PR511 PR
32 2025-08-25 CU 79216.67 ... 0.000926 cu2510 cu
33 2025-08-25 AL 20793.33 ... -0.002565 al2510 al
34 2025-08-25 ZN 22302.0 ... 0.002376 zn2510 zn
35 2025-08-25 PB 16818.75 ... 0.001561 pb2510 pb
36 2025-08-25 NI 121516.67 ... -0.010259 ni2510 ni
37 2025-08-25 SN 269925.0 ... -0.002167 sn2510 sn
38 2025-08-25 AU 775.56 ... 0.004358 au2510 au
39 2025-08-25 AG 9338.67 ... 0.000571 ag2510 ag
40 2025-08-25 RB 3260.0 ... -0.035583 rb2510 rb
41 2025-08-25 WR 3405.0 ... -0.005286 wr2510 wr
42 2025-08-25 HC 3446.67 ... -0.016152 hc2510 hc
43 2025-08-25 FU 5287.5 ... -0.46818 fu2601 fu
44 2025-08-25 BU 3680.0 ... -0.047826 bu2510 bu
45 2025-08-25 RU 14975.0 ... 0.057763 ru2601 ru
46 2025-08-25 SP 5816.67 ... -0.118052 sp2511 sp
47 2025-08-25 SS 13137.5 ... -0.023406 ss2510 ss
48 2025-08-25 BR 12020.0 ... -0.007903 br2510 br
49 2025-08-25 SI 9570.0 ... -0.084117 SI2511 si
50 2025-08-25 LC 82733.33 ... -0.037631 LC2511 lc
51 2025-08-25 PS 48666.67 ... 0.069623 PS2511 ps
[52 rows x 15 columns]
2025-08-29 16:25:47,158 - future_1d - INFO - save future_spot 2025-08-25 completed
2025-08-29 16:25:56,195 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-26, end_day=2025-08-26) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-26 C 2305.71 ... -0.064496 c2511 c
1 2025-08-26 A 4300.0 ... -0.072558 a2511 a
2 2025-08-26 M 3102.0 ... -0.001612 m2601 m
3 2025-08-26 Y 8538.0 ... -0.005388 y2601 y
4 2025-08-26 P 9620.0 ... -0.0079 p2601 p
5 2025-08-26 JD 3250.0 ... -0.073538 jd2510 jd
6 2025-08-26 L 7458.33 ... -0.004201 l2601 l
7 2025-08-26 V 4730.0 ... 0.062579 v2601 v
8 2025-08-26 PP 7215.0 ... -0.01982 pp2601 pp
9 2025-08-26 JM 1418.75 ... -0.153833 jm2601 jm
10 2025-08-26 I 791.89 ... -0.014383 i2601 i
11 2025-08-26 EG 4501.67 ... 0.001184 eg2601 eg
12 2025-08-26 EB 7618.0 ... -0.039512 eb2510 eb
13 2025-08-26 PG 4757.5 ... -0.065896 pg2510 pg
14 2025-08-26 LH 13780.0 ... 0.004354 lh2511 lh
15 2025-08-26 BZ 6155.33 ... 0.006445 bz2603 bz
16 2025-08-26 CF 15330.83 ... -0.07898 CF601 CF
17 2025-08-26 SR 5960.0 ... -0.050671 SR601 SR
18 2025-08-26 TA 4922.5 ... -0.008228 TA601 TA
19 2025-08-26 OI 9986.67 ... -0.008979 OI601 OI
20 2025-08-26 MA 2296.67 ... 0.050652 MA601 MA
21 2025-08-26 FG 1110.4 ... 0.065382 FG601 FG
22 2025-08-26 RM 2635.0 ... -0.034535 RM601 RM
23 2025-08-26 SF 5311.43 ... 0.071651 SF511 SF
24 2025-08-26 SM 5754.0 ... 0.022941 SM601 SM
25 2025-08-26 CY 23550.0 ... -0.143949 CY511 CY
26 2025-08-26 UR 1712.5 ... 0.017226 UR601 UR
27 2025-08-26 SA 1290.0 ... 0.028682 SA601 SA
28 2025-08-26 PF 6585.17 ... 0.005897 PF510 PF
29 2025-08-26 PX 7000.0 ... 0.007143 PX511 PX
30 2025-08-26 SH 882.0 ... 2.105442 SH601 SH
31 2025-08-26 PR 6000.0 ... 0.009667 PR511 PR
32 2025-08-26 CU 79638.33 ... -0.002239 cu2510 cu
33 2025-08-26 AL 20790.0 ... -0.002886 al2510 al
34 2025-08-26 ZN 22276.0 ... 0.001302 zn2510 zn
35 2025-08-26 PB 16868.75 ... 0.002742 pb2510 pb
36 2025-08-26 NI 121750.0 ... -0.011499 ni2510 ni
37 2025-08-26 SN 270137.5 ... -0.001508 sn2510 sn
38 2025-08-26 AU 777.51 ... 0.003511 au2510 au
39 2025-08-26 AG 9322.33 ... 0.003397 ag2510 ag
40 2025-08-26 RB 3247.0 ... -0.037265 rb2510 rb
41 2025-08-26 WR 3405.0 ... -0.011747 wr2510 wr
42 2025-08-26 HC 3446.67 ... -0.019343 hc2510 hc
43 2025-08-26 FU 5312.5 ... -0.464471 fu2601 fu
44 2025-08-26 BU 3680.0 ... -0.04212 bu2510 bu
45 2025-08-26 RU 15066.67 ... 0.060287 ru2601 ru
46 2025-08-26 SP 5816.67 ... -0.122178 sp2511 sp
47 2025-08-26 SS 13137.5 ... -0.020742 ss2510 ss
48 2025-08-26 BR 12200.0 ... -0.018033 br2510 br
49 2025-08-26 SI 9570.0 ... -0.095089 SI2511 si
50 2025-08-26 LC 81733.33 ... -0.032953 LC2511 lc
51 2025-08-26 PS 48666.67 ... 0.051952 PS2511 ps
[52 rows x 15 columns]
2025-08-29 16:25:56,352 - future_1d - INFO - save future_spot 2025-08-26 completed
2025-08-29 16:26:04,004 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-27, end_day=2025-08-27) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-27 C 2302.86 ... -0.06247 c2511 c
1 2025-08-27 A 4300.0 ... -0.08 a2511 a
2 2025-08-27 M 3102.0 ... -0.015152 m2601 m
3 2025-08-27 Y 8468.0 ... -0.005905 y2601 y
4 2025-08-27 P 9566.0 ... -0.005018 p2601 p
5 2025-08-27 JD 3265.0 ... -0.082083 jd2510 jd
6 2025-08-27 L 7451.67 ... -0.00841 l2601 l
7 2025-08-27 V 4699.0 ... 0.061928 v2601 v
8 2025-08-27 PP 7215.0 ... -0.024809 pp2601 pp
9 2025-08-27 JM 1418.75 ... -0.179207 jm2601 jm
10 2025-08-27 I 789.56 ... -0.015908 i2601 i
11 2025-08-27 EG 4498.33 ... -0.001407 eg2601 eg
12 2025-08-27 EB 7610.0 ... -0.050329 eb2510 eb
13 2025-08-27 PG 4790.0 ... -0.075157 pg2510 pg
14 2025-08-27 LH 13780.0 ... 0.0 lh2511 lh
15 2025-08-27 BZ 6128.67 ... 0.003807 bz2603 bz
16 2025-08-27 CF 15335.17 ... -0.080871 CF601 CF
17 2025-08-27 SR 5960.0 ... -0.056208 SR601 SR
18 2025-08-27 TA 4913.75 ... -0.01216 TA601 TA
19 2025-08-27 OI 9965.0 ... -0.012544 OI601 OI
20 2025-08-27 MA 2251.67 ... 0.058326 MA601 MA
21 2025-08-27 FG 1110.4 ... 0.060879 FG601 FG
22 2025-08-27 RM 2601.67 ... -0.038694 RM601 RM
23 2025-08-27 SF 5311.43 ... 0.06525 SF511 SF
24 2025-08-27 SM 5730.0 ... 0.02199 SM601 SM
25 2025-08-27 CY 23550.0 ... -0.145648 CY511 CY
26 2025-08-27 UR 1707.5 ... 0.021962 UR601 UR
27 2025-08-27 SA 1290.0 ... 0.018605 SA601 SA
28 2025-08-27 PF 6590.04 ... 0.003029 PF510 PF
29 2025-08-27 PX 7000.0 ... 0.001429 PX511 PX
30 2025-08-27 SH 882.0 ... 2.063492 SH601 SH
31 2025-08-27 PR 6030.0 ... -0.000332 PR511 PR
32 2025-08-27 CU 79585.0 ... -0.002953 cu2510 cu
33 2025-08-27 AL 20790.0 ... 0.002886 al2510 al
34 2025-08-27 ZN 22264.0 ... 0.003863 zn2510 zn
35 2025-08-27 PB 16850.0 ... 0.003858 pb2510 pb
36 2025-08-27 NI 123500.0 ... -0.013522 ni2510 ni
37 2025-08-27 SN 272512.5 ... -0.003752 sn2510 sn
38 2025-08-27 AU 777.51 ... 0.005209 au2510 au
39 2025-08-27 AG 9322.33 ... 0.000286 ag2510 ag
40 2025-08-27 RB 3241.0 ... -0.039803 rb2510 rb
41 2025-08-27 WR 3390.0 ... -0.020059 wr2510 wr
42 2025-08-27 HC 3423.33 ... -0.022589 hc2601 hc
43 2025-08-27 FU 5375.0 ... -0.479442 fu2601 fu
44 2025-08-27 BU 3680.0 ... -0.052989 bu2510 bu
45 2025-08-27 RU 14908.33 ... 0.066518 ru2601 ru
46 2025-08-27 SP 5783.33 ... -0.129567 sp2511 sp
47 2025-08-27 SS 13075.0 ... -0.015296 ss2510 ss
48 2025-08-27 BR 12200.0 ... -0.027869 br2510 br
49 2025-08-27 SI 9570.0 ... -0.107628 SI2511 si
50 2025-08-27 LC 80966.67 ... -0.011939 LC2511 lc
51 2025-08-27 PS 48666.67 ... 0.021541 PS2511 ps
[52 rows x 15 columns]
2025-08-29 16:26:04,163 - future_1d - INFO - save future_spot 2025-08-27 completed
2025-08-29 16:26:13,598 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-28, end_day=2025-08-28) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-28 C 2301.43 ... -0.053632 c2511 c
1 2025-08-28 A 4300.0 ... -0.085349 a2511 a
2 2025-08-28 M 3102.0 ... -0.018053 m2601 m
3 2025-08-28 Y 8448.0 ... -0.006866 y2601 y
4 2025-08-28 P 9532.0 ... -0.005875 p2601 p
5 2025-08-28 JD 3265.0 ... -0.096172 jd2510 jd
6 2025-08-28 L 7445.0 ... -0.012492 l2601 l
7 2025-08-28 V 4678.0 ... 0.054724 v2601 v
8 2025-08-28 PP 7215.0 ... -0.027997 pp2601 pp
9 2025-08-28 JM 1418.75 ... -0.187665 jm2601 jm
10 2025-08-28 I 786.0 ... -0.005725 i2601 i
11 2025-08-28 EG 4498.33 ... -0.007632 eg2601 eg
12 2025-08-28 EB 7570.0 ... -0.055746 eb2510 eb
13 2025-08-28 PG 4790.0 ... -0.076827 pg2510 pg
14 2025-08-28 LH 13780.0 ... -0.010522 lh2511 lh
15 2025-08-28 BZ 6078.67 ... 0.002851 bz2603 bz
16 2025-08-28 CF 15331.83 ... -0.082301 CF601 CF
17 2025-08-28 SR 5953.33 ... -0.059182 SR601 SR
18 2025-08-28 TA 4910.0 ... -0.022811 TA601 TA
19 2025-08-28 OI 9926.67 ... -0.011652 OI601 OI
20 2025-08-28 MA 2245.83 ... 0.054399 MA601 MA
21 2025-08-28 FG 1110.4 ... 0.04737 FG601 FG
22 2025-08-28 RM 2543.33 ... -0.025687 RM601 RM
23 2025-08-28 SF 5310.0 ... 0.05838 SF511 SF
24 2025-08-28 SM 5704.0 ... 0.019986 SM601 SM
25 2025-08-28 CY 23550.0 ... -0.146921 CY511 CY
26 2025-08-28 UR 1717.5 ... 0.02067 UR601 UR
27 2025-08-28 SA 1290.0 ... 0.005426 SA601 SA
28 2025-08-28 PF 6567.54 ... -0.005716 PF510 PF
29 2025-08-28 PX 7000.0 ... -0.015714 PX511 PX
30 2025-08-28 SH 884.0 ... 2.038462 SH601 SH
31 2025-08-28 PR 5980.0 ... -0.002007 PR511 PR
32 2025-08-28 CU 79183.33 ... -0.004588 cu2510 cu
33 2025-08-28 AL 20746.67 ... -0.001768 al2510 al
34 2025-08-28 ZN 22106.0 ... 0.001312 zn2510 zn
35 2025-08-28 PB 16837.5 ... 0.002524 pb2510 pb
36 2025-08-28 NI 121966.67 ... -0.009893 ni2510 ni
37 2025-08-28 SN 272287.5 ... 0.00023 sn2510 sn
38 2025-08-28 AU 779.99 ... 0.0065 au2512 au
39 2025-08-28 AG 9325.0 ... -0.000429 ag2510 ag
40 2025-08-28 RB 3246.0 ... -0.019717 rb2601 rb
41 2025-08-28 WR 3375.0 ... -0.011852 wr2510 wr
42 2025-08-28 HC 3403.33 ... -0.014788 hc2601 hc
43 2025-08-28 FU 5350.0 ... -0.478318 fu2601 fu
44 2025-08-28 BU 3680.0 ... -0.05788 bu2511 bu
45 2025-08-28 RU 15016.67 ... 0.057491 ru2601 ru
46 2025-08-28 SP 5750.0 ... -0.133913 sp2511 sp
47 2025-08-28 SS 13075.0 ... -0.021415 ss2510 ss
48 2025-08-28 BR 12200.0 ... -0.02541 br2510 br
49 2025-08-28 SI 9540.0 ... -0.109015 SI2511 si
50 2025-08-28 LC 79933.33 ... -0.038198 LC2511 lc
51 2025-08-28 PS 50000.0 ... -0.0208 PS2511 ps
[52 rows x 15 columns]
2025-08-29 16:26:13,772 - future_1d - INFO - save future_spot 2025-08-28 add
2025-08-29 16:26:13,778 - future_1d - INFO - 33 ... 39
date 2025-08-28 ... 2025-08-28
variety AL ... AG
spot_price 20746.67 ... 9325.0
near_contract al2509 ... ag2509
near_contract_price 20730.0 ... 9332.0
dominant_contract al2510 ... ag2510
dominant_contract_price 20710.0 ... 9321.0
near_month 2509 ... 2509
dominant_month 2510 ... 2510
near_basis -16.67 ... 7.0
dom_basis -36.67 ... -4.0
near_basis_rate -0.0008 ... 0.0008
dom_basis_rate -0.0018 ... -0.0004
symbol al2510 ... ag2510
comd al ... ag
created_at 2025-08-29 16:26:13.738525 ... 2025-08-29 16:26:13.738525
updated_at 2025-08-29 16:26:13.738919 ... 2025-08-29 16:26:13.738919
[17 rows x 3 columns]
2025-08-29 16:26:22,920 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-29, end_day=2025-08-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-29 C 2301.43 ... -0.049721 c2511 c
1 2025-08-29 A 4300.0 ... -0.085349 a2511 a
2 2025-08-29 M 3102.0 ... -0.01773 m2601 m
3 2025-08-29 Y 8428.0 ... -0.008306 y2601 y
4 2025-08-29 P 9532.0 ... -0.019303 p2601 p
5 2025-08-29 JD 3235.0 ... -0.092736 jd2510 jd
6 2025-08-29 L 7445.0 ... -0.017193 l2601 l
7 2025-08-29 V 4676.0 ... 0.049829 v2601 v
8 2025-08-29 PP 7206.67 ... -0.029788 pp2601 pp
9 2025-08-29 JM 1418.75 ... -0.184846 jm2601 jm
10 2025-08-29 I 794.0 ... -0.008816 i2601 i
11 2025-08-29 EG 4496.67 ... -0.005931 eg2601 eg
12 2025-08-29 EB 7550.0 ... -0.057351 eb2510 eb
13 2025-08-29 PG 4782.5 ... -0.087088 pg2510 pg
14 2025-08-29 LH 13780.0 ... -0.014514 lh2511 lh
15 2025-08-29 BZ 6012.0 ... 0.008816 bz2603 bz
16 2025-08-29 CF 15331.83 ... -0.069909 CF601 CF
17 2025-08-29 SR 5943.33 ... -0.057767 SR601 SR
18 2025-08-29 TA 4891.25 ... -0.023971 TA601 TA
19 2025-08-29 OI 9900.0 ... -0.011919 OI601 OI
20 2025-08-29 MA 2241.67 ... 0.057247 MA601 MA
21 2025-08-29 FG 1110.4 ... 0.056376 FG601 FG
22 2025-08-29 RM 2601.67 ... -0.040616 RM601 RM
23 2025-08-29 SF 5310.0 ... 0.048211 SF511 SF
24 2025-08-29 SM 5676.0 ... 0.01938 SM601 SM
25 2025-08-29 CY 23550.0 ... -0.1431 CY511 CY
26 2025-08-29 UR 1712.5 ... 0.021898 UR601 UR
27 2025-08-29 SA 1290.0 ... 0.006202 SA601 SA
28 2025-08-29 PF 6536.71 ... -0.007758 PF510 PF
29 2025-08-29 PX 7200.0 ... -0.049444 PX511 PX
30 2025-08-29 SH 884.0 ... 2.00905 SH601 SH
31 2025-08-29 PR 5972.5 ... -0.003098 PR511 PR
32 2025-08-29 CU 79401.67 ... -0.002288 cu2510 cu
33 2025-08-29 AL 20746.67 ... -0.000804 al2510 al
34 2025-08-29 ZN 22002.0 ... 0.004227 zn2510 zn
35 2025-08-29 PB 16800.0 ... 0.002976 pb2510 pb
36 2025-08-29 NI 122516.67 ... -0.009931 ni2510 ni
37 2025-08-29 SN 273212.5 ... 0.009507 sn2510 sn
38 2025-08-29 AU 779.99 ... 0.008423 au2512 au
39 2025-08-29 AG 9325.0 ... 0.009008 ag2512 ag
40 2025-08-29 RB 3226.0 ... -0.015809 rb2601 rb
41 2025-08-29 WR 3377.5 ... -0.018209 wr2510 wr
42 2025-08-29 HC 3413.33 ... -0.016796 hc2601 hc
43 2025-08-29 FU 5387.5 ... -0.480835 fu2601 fu
44 2025-08-29 BU 3680.0 ... -0.053804 bu2511 bu
45 2025-08-29 RU 14966.67 ... 0.057684 ru2601 ru
46 2025-08-29 SP 5733.33 ... -0.128953 sp2511 sp
47 2025-08-29 SS 13075.0 ... -0.02065 ss2510 ss
48 2025-08-29 BR 12200.0 ... -0.028279 br2510 br
49 2025-08-29 SI 9360.0 ... -0.100427 SI2511 si
50 2025-08-29 LC 78573.33 ... -0.011369 LC2511 lc
51 2025-08-29 PS 50000.0 ... -0.0138 PS2511 ps
[52 rows x 15 columns]
2025-08-29 16:26:23,091 - future_1d - INFO - save future_spot 2025-08-29 add
2025-08-29 16:26:23,098 - future_1d - INFO - 0 ... 4
date 2025-08-29 ... 2025-08-29
variety C ... P
spot_price 2301.43 ... 9532.0
near_contract c2509 ... p2509
near_contract_price 2233.0 ... 9310.0
dominant_contract c2511 ... p2601
dominant_contract_price 2187.0 ... 9348.0
near_month 2509 ... 2509
dominant_month 2511 ... 2601
near_basis -68.43 ... -222.0
dom_basis -114.43 ... -184.0
near_basis_rate -0.0297 ... -0.0233
dom_basis_rate -0.0497 ... -0.0193
symbol c2511 ... p2601
comd c ... p
created_at 2025-08-29 16:26:23.052878 ... 2025-08-29 16:26:23.052878
updated_at 2025-08-29 16:26:23.053246 ... 2025-08-29 16:26:23.053246
[17 rows x 5 columns]
=========================================================================
2025-08-29 18:25:18 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-08-29 18:25:20,803 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-29 18:25:21,148 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-25, end_day=2025-08-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-25 C 2308.57 ... -0.062623 c2511 c
1 2025-08-25 A 4300.0 ... -0.070233 a2511 a
2 2025-08-25 M 3120.0 ... -0.003205 m2601 m
3 2025-08-25 Y 8568.0 ... -0.011204 y2601 y
4 2025-08-25 P 9638.0 ... -0.00249 p2601 p
5 2025-08-25 JD 3250.0 ... -0.067385 jd2510 jd
6 2025-08-25 L 7440.0 ... -0.003898 l2601 l
7 2025-08-25 V 4761.0 ... 0.059651 v2601 v
8 2025-08-25 PP 7198.33 ... -0.018245 pp2601 pp
9 2025-08-25 JM 1421.25 ... -0.156728 jm2601 jm
10 2025-08-25 I 795.89 ... -0.017452 i2601 i
11 2025-08-25 EG 4501.67 ... 0.000073 eg2601 eg
12 2025-08-25 EB 7624.0 ... -0.032004 eb2510 eb
13 2025-08-25 PG 4752.5 ... -0.069963 pg2510 pg
14 2025-08-25 LH 13800.0 ... 0.009058 lh2511 lh
15 2025-08-25 BZ 6155.33 ... 0.010019 bz2603 bz
16 2025-08-25 CF 15237.0 ... -0.073637 CF601 CF
17 2025-08-25 SR 5956.67 ... -0.045608 SR601 SR
18 2025-08-25 TA 4855.0 ... 0.003913 TA601 TA
19 2025-08-25 OI 10006.67 ... -0.011659 OI601 OI
20 2025-08-25 MA 2306.67 ... 0.050432 MA601 MA
21 2025-08-25 FG 1106.4 ... 0.079176 FG601 FG
22 2025-08-25 RM 2620.0 ... -0.023282 RM601 RM
23 2025-08-25 SF 5311.43 ... 0.070898 SF511 SF
24 2025-08-25 SM 5784.0 ... 0.017289 SM601 SM
25 2025-08-25 CY 23550.0 ... -0.143949 CY511 CY
26 2025-08-25 UR 1712.5 ... 0.019562 UR601 UR
27 2025-08-25 SA 1290.0 ... 0.034884 SA601 SA
28 2025-08-25 PF 6563.83 ... 0.00612 PF510 PF
29 2025-08-25 PX 7000.0 ... -0.002571 PX511 PX
30 2025-08-25 SH 873.0 ... 2.138603 SH601 SH
31 2025-08-25 PR 6000.0 ... 0.008333 PR511 PR
32 2025-08-25 CU 79216.67 ... 0.000926 cu2510 cu
33 2025-08-25 AL 20793.33 ... -0.002565 al2510 al
34 2025-08-25 ZN 22302.0 ... 0.002376 zn2510 zn
35 2025-08-25 PB 16818.75 ... 0.001561 pb2510 pb
36 2025-08-25 NI 121516.67 ... -0.010259 ni2510 ni
37 2025-08-25 SN 269925.0 ... -0.002167 sn2510 sn
38 2025-08-25 AU 775.56 ... 0.004358 au2510 au
39 2025-08-25 AG 9338.67 ... 0.000571 ag2510 ag
40 2025-08-25 RB 3260.0 ... -0.035583 rb2510 rb
41 2025-08-25 WR 3405.0 ... -0.005286 wr2510 wr
42 2025-08-25 HC 3446.67 ... -0.016152 hc2510 hc
43 2025-08-25 FU 5287.5 ... -0.46818 fu2601 fu
44 2025-08-25 BU 3680.0 ... -0.047826 bu2510 bu
45 2025-08-25 RU 14975.0 ... 0.057763 ru2601 ru
46 2025-08-25 SP 5816.67 ... -0.118052 sp2511 sp
47 2025-08-25 SS 13137.5 ... -0.023406 ss2510 ss
48 2025-08-25 BR 12020.0 ... -0.007903 br2510 br
49 2025-08-25 SI 9570.0 ... -0.084117 SI2511 si
50 2025-08-25 LC 82733.33 ... -0.037631 LC2511 lc
51 2025-08-25 PS 48666.67 ... 0.069623 PS2511 ps
[52 rows x 15 columns]
2025-08-29 18:25:21,326 - future_1d - INFO - save future_spot 2025-08-25 completed
2025-08-29 18:25:28,667 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-26, end_day=2025-08-26) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-26 C 2305.71 ... -0.064496 c2511 c
1 2025-08-26 A 4300.0 ... -0.072558 a2511 a
2 2025-08-26 M 3102.0 ... -0.001612 m2601 m
3 2025-08-26 Y 8538.0 ... -0.005388 y2601 y
4 2025-08-26 P 9620.0 ... -0.0079 p2601 p
5 2025-08-26 JD 3250.0 ... -0.073538 jd2510 jd
6 2025-08-26 L 7458.33 ... -0.004201 l2601 l
7 2025-08-26 V 4730.0 ... 0.062579 v2601 v
8 2025-08-26 PP 7215.0 ... -0.01982 pp2601 pp
9 2025-08-26 JM 1418.75 ... -0.153833 jm2601 jm
10 2025-08-26 I 791.89 ... -0.014383 i2601 i
11 2025-08-26 EG 4501.67 ... 0.001184 eg2601 eg
12 2025-08-26 EB 7618.0 ... -0.039512 eb2510 eb
13 2025-08-26 PG 4757.5 ... -0.065896 pg2510 pg
14 2025-08-26 LH 13780.0 ... 0.004354 lh2511 lh
15 2025-08-26 BZ 6155.33 ... 0.006445 bz2603 bz
16 2025-08-26 CF 15330.83 ... -0.07898 CF601 CF
17 2025-08-26 SR 5960.0 ... -0.050671 SR601 SR
18 2025-08-26 TA 4922.5 ... -0.008228 TA601 TA
19 2025-08-26 OI 9986.67 ... -0.008979 OI601 OI
20 2025-08-26 MA 2296.67 ... 0.050652 MA601 MA
21 2025-08-26 FG 1110.4 ... 0.065382 FG601 FG
22 2025-08-26 RM 2635.0 ... -0.034535 RM601 RM
23 2025-08-26 SF 5311.43 ... 0.071651 SF511 SF
24 2025-08-26 SM 5754.0 ... 0.022941 SM601 SM
25 2025-08-26 CY 23550.0 ... -0.143949 CY511 CY
26 2025-08-26 UR 1712.5 ... 0.017226 UR601 UR
27 2025-08-26 SA 1290.0 ... 0.028682 SA601 SA
28 2025-08-26 PF 6585.17 ... 0.005897 PF510 PF
29 2025-08-26 PX 7000.0 ... 0.007143 PX511 PX
30 2025-08-26 SH 882.0 ... 2.105442 SH601 SH
31 2025-08-26 PR 6000.0 ... 0.009667 PR511 PR
32 2025-08-26 CU 79638.33 ... -0.002239 cu2510 cu
33 2025-08-26 AL 20790.0 ... -0.002886 al2510 al
34 2025-08-26 ZN 22276.0 ... 0.001302 zn2510 zn
35 2025-08-26 PB 16868.75 ... 0.002742 pb2510 pb
36 2025-08-26 NI 121750.0 ... -0.011499 ni2510 ni
37 2025-08-26 SN 270137.5 ... -0.001508 sn2510 sn
38 2025-08-26 AU 777.51 ... 0.003511 au2510 au
39 2025-08-26 AG 9322.33 ... 0.003397 ag2510 ag
40 2025-08-26 RB 3247.0 ... -0.037265 rb2510 rb
41 2025-08-26 WR 3405.0 ... -0.011747 wr2510 wr
42 2025-08-26 HC 3446.67 ... -0.019343 hc2510 hc
43 2025-08-26 FU 5312.5 ... -0.464471 fu2601 fu
44 2025-08-26 BU 3680.0 ... -0.04212 bu2510 bu
45 2025-08-26 RU 15066.67 ... 0.060287 ru2601 ru
46 2025-08-26 SP 5816.67 ... -0.122178 sp2511 sp
47 2025-08-26 SS 13137.5 ... -0.020742 ss2510 ss
48 2025-08-26 BR 12200.0 ... -0.018033 br2510 br
49 2025-08-26 SI 9570.0 ... -0.095089 SI2511 si
50 2025-08-26 LC 81733.33 ... -0.032953 LC2511 lc
51 2025-08-26 PS 48666.67 ... 0.051952 PS2511 ps
[52 rows x 15 columns]
2025-08-29 18:25:28,824 - future_1d - INFO - save future_spot 2025-08-26 completed
2025-08-29 18:25:36,029 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-27, end_day=2025-08-27) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-27 C 2302.86 ... -0.06247 c2511 c
1 2025-08-27 A 4300.0 ... -0.08 a2511 a
2 2025-08-27 M 3102.0 ... -0.015152 m2601 m
3 2025-08-27 Y 8468.0 ... -0.005905 y2601 y
4 2025-08-27 P 9566.0 ... -0.005018 p2601 p
5 2025-08-27 JD 3265.0 ... -0.082083 jd2510 jd
6 2025-08-27 L 7451.67 ... -0.00841 l2601 l
7 2025-08-27 V 4699.0 ... 0.061928 v2601 v
8 2025-08-27 PP 7215.0 ... -0.024809 pp2601 pp
9 2025-08-27 JM 1418.75 ... -0.179207 jm2601 jm
10 2025-08-27 I 789.56 ... -0.015908 i2601 i
11 2025-08-27 EG 4498.33 ... -0.001407 eg2601 eg
12 2025-08-27 EB 7610.0 ... -0.050329 eb2510 eb
13 2025-08-27 PG 4790.0 ... -0.075157 pg2510 pg
14 2025-08-27 LH 13780.0 ... 0.0 lh2511 lh
15 2025-08-27 BZ 6128.67 ... 0.003807 bz2603 bz
16 2025-08-27 CF 15335.17 ... -0.080871 CF601 CF
17 2025-08-27 SR 5960.0 ... -0.056208 SR601 SR
18 2025-08-27 TA 4913.75 ... -0.01216 TA601 TA
19 2025-08-27 OI 9965.0 ... -0.012544 OI601 OI
20 2025-08-27 MA 2251.67 ... 0.058326 MA601 MA
21 2025-08-27 FG 1110.4 ... 0.060879 FG601 FG
22 2025-08-27 RM 2601.67 ... -0.038694 RM601 RM
23 2025-08-27 SF 5311.43 ... 0.06525 SF511 SF
24 2025-08-27 SM 5730.0 ... 0.02199 SM601 SM
25 2025-08-27 CY 23550.0 ... -0.145648 CY511 CY
26 2025-08-27 UR 1707.5 ... 0.021962 UR601 UR
27 2025-08-27 SA 1290.0 ... 0.018605 SA601 SA
28 2025-08-27 PF 6590.04 ... 0.003029 PF510 PF
29 2025-08-27 PX 7000.0 ... 0.001429 PX511 PX
30 2025-08-27 SH 882.0 ... 2.063492 SH601 SH
31 2025-08-27 PR 6030.0 ... -0.000332 PR511 PR
32 2025-08-27 CU 79585.0 ... -0.002953 cu2510 cu
33 2025-08-27 AL 20790.0 ... 0.002886 al2510 al
34 2025-08-27 ZN 22264.0 ... 0.003863 zn2510 zn
35 2025-08-27 PB 16850.0 ... 0.003858 pb2510 pb
36 2025-08-27 NI 123500.0 ... -0.013522 ni2510 ni
37 2025-08-27 SN 272512.5 ... -0.003752 sn2510 sn
38 2025-08-27 AU 777.51 ... 0.005209 au2510 au
39 2025-08-27 AG 9322.33 ... 0.000286 ag2510 ag
40 2025-08-27 RB 3241.0 ... -0.039803 rb2510 rb
41 2025-08-27 WR 3390.0 ... -0.020059 wr2510 wr
42 2025-08-27 HC 3423.33 ... -0.022589 hc2601 hc
43 2025-08-27 FU 5375.0 ... -0.479442 fu2601 fu
44 2025-08-27 BU 3680.0 ... -0.052989 bu2510 bu
45 2025-08-27 RU 14908.33 ... 0.066518 ru2601 ru
46 2025-08-27 SP 5783.33 ... -0.129567 sp2511 sp
47 2025-08-27 SS 13075.0 ... -0.015296 ss2510 ss
48 2025-08-27 BR 12200.0 ... -0.027869 br2510 br
49 2025-08-27 SI 9570.0 ... -0.107628 SI2511 si
50 2025-08-27 LC 80966.67 ... -0.011939 LC2511 lc
51 2025-08-27 PS 48666.67 ... 0.021541 PS2511 ps
[52 rows x 15 columns]
2025-08-29 18:25:36,190 - future_1d - INFO - save future_spot 2025-08-27 completed
2025-08-29 18:25:43,614 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-28, end_day=2025-08-28) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-28 C 2301.43 ... -0.053632 c2511 c
1 2025-08-28 A 4300.0 ... -0.085349 a2511 a
2 2025-08-28 M 3102.0 ... -0.018053 m2601 m
3 2025-08-28 Y 8448.0 ... -0.006866 y2601 y
4 2025-08-28 P 9532.0 ... -0.005875 p2601 p
5 2025-08-28 JD 3265.0 ... -0.096172 jd2510 jd
6 2025-08-28 L 7445.0 ... -0.012492 l2601 l
7 2025-08-28 V 4678.0 ... 0.054724 v2601 v
8 2025-08-28 PP 7215.0 ... -0.027997 pp2601 pp
9 2025-08-28 JM 1418.75 ... -0.187665 jm2601 jm
10 2025-08-28 I 786.0 ... -0.005725 i2601 i
11 2025-08-28 EG 4498.33 ... -0.007632 eg2601 eg
12 2025-08-28 EB 7570.0 ... -0.055746 eb2510 eb
13 2025-08-28 PG 4790.0 ... -0.076827 pg2510 pg
14 2025-08-28 LH 13780.0 ... -0.010522 lh2511 lh
15 2025-08-28 BZ 6078.67 ... 0.002851 bz2603 bz
16 2025-08-28 CF 15331.83 ... -0.082301 CF601 CF
17 2025-08-28 SR 5953.33 ... -0.059182 SR601 SR
18 2025-08-28 TA 4910.0 ... -0.022811 TA601 TA
19 2025-08-28 OI 9926.67 ... -0.011652 OI601 OI
20 2025-08-28 MA 2245.83 ... 0.054399 MA601 MA
21 2025-08-28 FG 1110.4 ... 0.04737 FG601 FG
22 2025-08-28 RM 2543.33 ... -0.025687 RM601 RM
23 2025-08-28 SF 5310.0 ... 0.05838 SF511 SF
24 2025-08-28 SM 5704.0 ... 0.019986 SM601 SM
25 2025-08-28 CY 23550.0 ... -0.146921 CY511 CY
26 2025-08-28 UR 1717.5 ... 0.02067 UR601 UR
27 2025-08-28 SA 1290.0 ... 0.005426 SA601 SA
28 2025-08-28 PF 6567.54 ... -0.005716 PF510 PF
29 2025-08-28 PX 7000.0 ... -0.015714 PX511 PX
30 2025-08-28 SH 884.0 ... 2.038462 SH601 SH
31 2025-08-28 PR 5980.0 ... -0.002007 PR511 PR
32 2025-08-28 CU 79183.33 ... -0.004588 cu2510 cu
33 2025-08-28 AL 20746.67 ... -0.001768 al2510 al
34 2025-08-28 ZN 22106.0 ... 0.001312 zn2510 zn
35 2025-08-28 PB 16837.5 ... 0.002524 pb2510 pb
36 2025-08-28 NI 121966.67 ... -0.009893 ni2510 ni
37 2025-08-28 SN 272287.5 ... 0.00023 sn2510 sn
38 2025-08-28 AU 779.99 ... 0.0065 au2512 au
39 2025-08-28 AG 9325.0 ... -0.000429 ag2510 ag
40 2025-08-28 RB 3246.0 ... -0.019717 rb2601 rb
41 2025-08-28 WR 3375.0 ... -0.011852 wr2510 wr
42 2025-08-28 HC 3403.33 ... -0.014788 hc2601 hc
43 2025-08-28 FU 5350.0 ... -0.478318 fu2601 fu
44 2025-08-28 BU 3680.0 ... -0.05788 bu2511 bu
45 2025-08-28 RU 15016.67 ... 0.057491 ru2601 ru
46 2025-08-28 SP 5750.0 ... -0.133913 sp2511 sp
47 2025-08-28 SS 13075.0 ... -0.021415 ss2510 ss
48 2025-08-28 BR 12200.0 ... -0.02541 br2510 br
49 2025-08-28 SI 9540.0 ... -0.109015 SI2511 si
50 2025-08-28 LC 79933.33 ... -0.038198 LC2511 lc
51 2025-08-28 PS 50000.0 ... -0.0208 PS2511 ps
[52 rows x 15 columns]
2025-08-29 18:25:43,770 - future_1d - INFO - save future_spot 2025-08-28 completed
2025-08-29 18:25:50,012 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-29, end_day=2025-08-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-29 C 2301.43 ... -0.049721 c2511 c
1 2025-08-29 A 4305.0 ... -0.086411 a2511 a
2 2025-08-29 M 3102.0 ... -0.01773 m2601 m
3 2025-08-29 Y 8428.0 ... -0.008306 y2601 y
4 2025-08-29 P 9532.0 ... -0.019303 p2601 p
5 2025-08-29 JD 3235.0 ... -0.092736 jd2510 jd
6 2025-08-29 L 7445.0 ... -0.017193 l2601 l
7 2025-08-29 V 4676.0 ... 0.049829 v2601 v
8 2025-08-29 PP 7206.67 ... -0.029788 pp2601 pp
9 2025-08-29 JM 1418.75 ... -0.184846 jm2601 jm
10 2025-08-29 I 794.0 ... -0.008816 i2601 i
11 2025-08-29 EG 4496.67 ... -0.005931 eg2601 eg
12 2025-08-29 EB 7550.0 ... -0.057351 eb2510 eb
13 2025-08-29 PG 4782.5 ... -0.087088 pg2510 pg
14 2025-08-29 LH 13780.0 ... -0.014514 lh2511 lh
15 2025-08-29 BZ 6012.0 ... 0.008816 bz2603 bz
16 2025-08-29 CF 15327.67 ... -0.069656 CF601 CF
17 2025-08-29 SR 5943.33 ... -0.057767 SR601 SR
18 2025-08-29 TA 4891.25 ... -0.023971 TA601 TA
19 2025-08-29 OI 9900.0 ... -0.011919 OI601 OI
20 2025-08-29 MA 2241.67 ... 0.057247 MA601 MA
21 2025-08-29 FG 1110.4 ... 0.056376 FG601 FG
22 2025-08-29 RM 2601.67 ... -0.040616 RM601 RM
23 2025-08-29 SF 5310.0 ... 0.048211 SF511 SF
24 2025-08-29 SM 5676.0 ... 0.01938 SM601 SM
25 2025-08-29 CY 23550.0 ... -0.1431 CY511 CY
26 2025-08-29 UR 1712.5 ... 0.021898 UR601 UR
27 2025-08-29 SA 1290.0 ... 0.006202 SA601 SA
28 2025-08-29 PF 6536.71 ... -0.007758 PF510 PF
29 2025-08-29 PX 7200.0 ... -0.049444 PX511 PX
30 2025-08-29 SH 884.0 ... 2.00905 SH601 SH
31 2025-08-29 PR 5975.0 ... -0.003515 PR511 PR
32 2025-08-29 CU 79401.67 ... -0.002288 cu2510 cu
33 2025-08-29 AL 20746.67 ... -0.000804 al2510 al
34 2025-08-29 ZN 22002.0 ... 0.004227 zn2510 zn
35 2025-08-29 PB 16800.0 ... 0.002976 pb2510 pb
36 2025-08-29 NI 122516.67 ... -0.009931 ni2510 ni
37 2025-08-29 SN 273212.5 ... 0.009507 sn2510 sn
38 2025-08-29 AU 779.99 ... 0.008423 au2512 au
39 2025-08-29 AG 9325.0 ... 0.009008 ag2512 ag
40 2025-08-29 RB 3226.0 ... -0.015809 rb2601 rb
41 2025-08-29 WR 3377.5 ... -0.018209 wr2510 wr
42 2025-08-29 HC 3413.33 ... -0.016796 hc2601 hc
43 2025-08-29 FU 5387.5 ... -0.480835 fu2601 fu
44 2025-08-29 BU 3680.0 ... -0.053804 bu2511 bu
45 2025-08-29 RU 14966.67 ... 0.057684 ru2601 ru
46 2025-08-29 SP 5733.33 ... -0.128953 sp2511 sp
47 2025-08-29 SS 13075.0 ... -0.02065 ss2510 ss
48 2025-08-29 BR 12200.0 ... -0.028279 br2510 br
49 2025-08-29 SI 9360.0 ... -0.100427 SI2511 si
50 2025-08-29 LC 78573.33 ... -0.011369 LC2511 lc
51 2025-08-29 PS 50000.0 ... -0.0138 PS2511 ps
[52 rows x 15 columns]
2025-08-29 18:25:50,190 - future_1d - INFO - save future_spot 2025-08-29 add
2025-08-29 18:25:50,196 - future_1d - INFO - 1 ... 31
date 2025-08-29 ... 2025-08-29
variety A ... PR
spot_price 4305.0 ... 5975.0
near_contract a2509 ... PR509
near_contract_price 4069.0 ... 5832.0
dominant_contract a2511 ... PR511
dominant_contract_price 3933.0 ... 5954.0
near_month 2509 ... 2509
dominant_month 2511 ... 2511
near_basis -236.0 ... -143.0
dom_basis -372.0 ... -21.0
near_basis_rate -0.0548 ... -0.0239
dom_basis_rate -0.0864 ... -0.0035
symbol a2511 ... PR511
comd a ... PR
created_at 2025-08-29 18:25:50.157128 ... 2025-08-29 18:25:50.157128
updated_at 2025-08-29 18:25:50.157496 ... 2025-08-29 18:25:50.157496
[17 rows x 3 columns]