=========================================================================
2025-09-12 16:25:50 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-09-12 16:26:04,087 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-12 16:26:13,361 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-08, end_day=2025-09-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-08 C 2307.14 ... -0.035169 c2511 c
1 2025-09-08 A 4305.0 ... -0.07712 a2511 a
2 2025-09-08 M 3076.0 ... 0.000975 m2601 m
3 2025-09-08 Y 8488.0 ... -0.009425 y2601 y
4 2025-09-08 P 9454.0 ... -0.001692 p2601 p
5 2025-09-08 JD 3450.0 ... -0.122609 jd2511 jd
6 2025-09-08 L 7385.0 ... -0.021124 l2601 l
7 2025-09-08 V 4654.0 ... 0.048131 v2601 v
8 2025-09-08 PP 7113.33 ... -0.022961 pp2601 pp
9 2025-09-08 JM 1418.75 ... -0.194714 jm2601 jm
10 2025-09-08 I 795.44 ... -0.008096 i2601 i
11 2025-09-08 EG 4486.67 ... -0.031799 eg2601 eg
12 2025-09-08 EB 7400.0 ... -0.045676 eb2510 eb
13 2025-09-08 PG 4692.5 ... -0.064678 pg2510 pg
14 2025-09-08 LH 13730.0 ... -0.030954 lh2511 lh
15 2025-09-08 BZ 5945.33 ... 0.011382 bz2603 bz
16 2025-09-08 CF 15417.17 ... -0.096462 CF601 CF
17 2025-09-08 SR 5905.0 ... -0.06486 SR601 SR
18 2025-09-08 TA 4720.0 ... -0.012288 TA601 TA
19 2025-09-08 OI 9941.67 ... -0.016061 OI601 OI
20 2025-09-08 MA 2271.67 ... 0.057812 MA601 MA
21 2025-09-08 FG 1120.0 ... 0.060714 FG601 FG
22 2025-09-08 RM 2650.0 ... -0.040377 RM601 RM
23 2025-09-08 SF 5214.29 ... 0.069753 SF511 SF
24 2025-09-08 SM 5688.0 ... 0.020745 SM601 SM
25 2025-09-08 CY 23550.0 ... -0.152654 CY511 CY
26 2025-09-08 UR 1703.75 ... -0.00044 UR601 UR
27 2025-09-08 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-08 PF 6448.33 ... -0.019281 PF511 PF
29 2025-09-08 PX 7200.0 ... -0.0675 PX511 PX
30 2025-09-08 SH 890.0 ... 1.902247 SH601 SH
31 2025-09-08 PR 5895.0 ... -0.008651 PR511 PR
32 2025-09-08 CU 79893.33 ... -0.002044 cu2510 cu
33 2025-09-08 AL 20676.67 ... 0.001612 al2510 al
34 2025-09-08 ZN 22128.0 ... 0.005287 zn2510 zn
35 2025-09-08 PB 16825.0 ... 0.003863 pb2510 pb
36 2025-09-08 NI 121950.0 ... -0.003608 ni2510 ni
37 2025-09-08 SN 269575.0 ... 0.005694 sn2510 sn
38 2025-09-08 AU 815.53 ... 0.009577 au2512 au
39 2025-09-08 AG 9732.0 ... 0.010173 ag2512 ag
40 2025-09-08 RB 3149.5 ... -0.008414 rb2601 rb
41 2025-09-08 WR 3312.5 ... -0.008906 wr2510 wr
42 2025-09-08 HC 3393.33 ... -0.01719 hc2601 hc
43 2025-09-08 FU 5375.0 ... -0.491163 fu2601 fu
44 2025-09-08 BU 3656.67 ... -0.065543 bu2511 bu
45 2025-09-08 RU 15416.67 ... 0.05373 ru2601 ru
46 2025-09-08 SP 5716.67 ... -0.122566 sp2511 sp
47 2025-09-08 SS 13080.0 ... -0.014144 ss2511 ss
48 2025-09-08 BR 12210.0 ... -0.01638 br2511 br
49 2025-09-08 SI 9390.0 ... -0.089989 SI2511 si
50 2025-09-08 LC 74150.0 ... 0.009575 LC2511 lc
51 2025-09-08 PS 50000.0 ... 0.1119 PS2511 ps
[52 rows x 15 columns]
2025-09-12 16:26:17,732 - future_1d - INFO - save future_spot 2025-09-08 completed
2025-09-12 16:26:23,327 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-09, end_day=2025-09-09) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-09 C 2310.0 ... -0.041126 c2511 c
1 2025-09-09 A 4305.0 ... -0.077584 a2511 a
2 2025-09-09 M 3076.0 ... 0.0 m2601 m
3 2025-09-09 Y 8488.0 ... -0.008247 y2601 y
4 2025-09-09 P 9520.0 ... -0.005252 p2601 p
5 2025-09-09 JD 3525.0 ... -0.130213 jd2511 jd
6 2025-09-09 L 7391.67 ... -0.022142 l2601 l
7 2025-09-09 V 4649.0 ... 0.046247 v2601 v
8 2025-09-09 PP 7113.33 ... -0.023664 pp2601 pp
9 2025-09-09 JM 1411.25 ... -0.192914 jm2601 jm
10 2025-09-09 I 800.11 ... 0.003612 i2601 i
11 2025-09-09 EG 4466.67 ... -0.03306 eg2601 eg
12 2025-09-09 EB 7394.0 ... -0.04693 eb2510 eb
13 2025-09-09 PG 4692.5 ... -0.059563 pg2510 pg
14 2025-09-09 LH 13650.0 ... -0.030769 lh2511 lh
15 2025-09-09 BZ 5908.67 ... 0.015118 bz2603 bz
16 2025-09-09 CF 15334.5 ... -0.094851 CF601 CF
17 2025-09-09 SR 5875.0 ... -0.060255 SR601 SR
18 2025-09-09 TA 4643.5 ... 0.005707 TA601 TA
19 2025-09-09 OI 9980.0 ... -0.013527 OI601 OI
20 2025-09-09 MA 2277.83 ... 0.052317 MA601 MA
21 2025-09-09 FG 1140.0 ... 0.051754 FG601 FG
22 2025-09-09 RM 2653.33 ... -0.043089 RM601 RM
23 2025-09-09 SF 5231.43 ... 0.076188 SF511 SF
24 2025-09-09 SM 5692.0 ... 0.02565 SM601 SM
25 2025-09-09 CY 23550.0 ... -0.15414 CY511 CY
26 2025-09-09 UR 1691.25 ... -0.003104 UR601 UR
27 2025-09-09 SA 1262.5 ... 0.019406 SA601 SA
28 2025-09-09 PF 6454.83 ... -0.01779 PF511 PF
29 2025-09-09 PX 7200.0 ... -0.068333 PX511 PX
30 2025-09-09 SH 890.0 ... 1.896629 SH601 SH
31 2025-09-09 PR 5897.5 ... -0.010767 PR511 PR
32 2025-09-09 CU 79890.0 ... -0.002253 cu2510 cu
33 2025-09-09 AL 20693.33 ... 0.002739 al2510 al
34 2025-09-09 ZN 22170.0 ... 0.001353 zn2510 zn
35 2025-09-09 PB 16843.75 ... 0.00423 pb2510 pb
36 2025-09-09 NI 122350.0 ... -0.011524 ni2510 ni
37 2025-09-09 SN 270400.0 ... -0.002256 sn2510 sn
38 2025-09-09 AU 831.1 ... 0.003971 au2512 au
39 2025-09-09 AG 9835.33 ... 0.005457 ag2512 ag
40 2025-09-09 RB 3153.5 ... -0.006818 rb2601 rb
41 2025-09-09 WR 3317.5 ... -0.009194 wr2510 wr
42 2025-09-09 HC 3393.33 ... -0.011296 hc2601 hc
43 2025-09-09 FU 5375.0 ... -0.487256 fu2601 fu
44 2025-09-09 BU 3660.0 ... -0.065574 bu2511 bu
45 2025-09-09 RU 15175.0 ... 0.060297 ru2601 ru
46 2025-09-09 SP 5700.0 ... -0.12386 sp2511 sp
47 2025-09-09 SS 13080.0 ... -0.011468 ss2511 ss
48 2025-09-09 BR 12200.0 ... -0.033197 br2511 br
49 2025-09-09 SI 9390.0 ... -0.091587 SI2511 si
50 2025-09-09 LC 73950.0 ... 0.005274 LC2511 lc
51 2025-09-09 PS 50000.0 ... 0.1064 PS2511 ps
[52 rows x 15 columns]
2025-09-12 16:26:23,488 - future_1d - INFO - save future_spot 2025-09-09 completed
2025-09-12 16:26:28,624 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-10, end_day=2025-09-10) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-10 C 2308.57 ... -0.047462 c2511 c
1 2025-09-10 A 4305.0 ... -0.085947 a2511 a
2 2025-09-10 M 3056.0 ... 0.002618 m2601 m
3 2025-09-10 Y 8368.0 ... -0.005497 y2601 y
4 2025-09-10 P 9380.0 ... -0.004264 p2601 p
5 2025-09-10 JD 3575.0 ... -0.14965 jd2511 jd
6 2025-09-10 L 7395.0 ... -0.021907 l2601 l
7 2025-09-10 V 4641.0 ... 0.044818 v2601 v
8 2025-09-10 PP 7113.33 ... -0.022821 pp2601 pp
9 2025-09-10 JM 1406.25 ... -0.206756 jm2601 jm
10 2025-09-10 I 808.67 ... -0.008248 i2601 i
11 2025-09-10 EG 4470.0 ... -0.033557 eg2601 eg
12 2025-09-10 EB 7394.0 ... -0.045307 eb2510 eb
13 2025-09-10 PG 4687.5 ... -0.05344 pg2510 pg
14 2025-09-10 LH 13600.0 ... -0.020956 lh2511 lh
15 2025-09-10 BZ 5908.67 ... 0.017488 bz2603 bz
16 2025-09-10 CF 15293.83 ... -0.095387 CF601 CF
17 2025-09-10 SR 5856.67 ... -0.055094 SR601 SR
18 2025-09-10 TA 4649.16 ... 0.007924 TA601 TA
19 2025-09-10 OI 9920.0 ... -0.009778 OI601 OI
20 2025-09-10 MA 2296.67 ... 0.046297 MA601 MA
21 2025-09-10 FG 1140.0 ... 0.034211 FG601 FG
22 2025-09-10 RM 2658.33 ... -0.043761 RM601 RM
23 2025-09-10 SF 5260.0 ... 0.071483 SF511 SF
24 2025-09-10 SM 5696.0 ... 0.027388 SM601 SM
25 2025-09-10 CY 23550.0 ... -0.155202 CY511 CY
26 2025-09-10 UR 1693.75 ... -0.008708 UR601 UR
27 2025-09-10 SA 1262.5 ... 0.006733 SA601 SA
28 2025-09-10 PF 6463.5 ... -0.015704 PF511 PF
29 2025-09-10 PX 7200.0 ... -0.062222 PX511 PX
30 2025-09-10 SH 890.0 ... 1.888764 SH601 SH
31 2025-09-10 PR 5902.5 ... -0.01025 PR511 PR
32 2025-09-10 CU 79776.67 ... -0.001212 cu2510 cu
33 2025-09-10 AL 20693.33 ... 0.00443 al2510 al
34 2025-09-10 ZN 22080.0 ... 0.004076 zn2510 zn
35 2025-09-10 PB 16781.25 ... 0.003501 pb2510 pb
36 2025-09-10 NI 121766.67 ... -0.010485 ni2510 ni
37 2025-09-10 SN 270187.5 ... -0.002619 sn2510 sn
38 2025-09-10 AU 831.1 ... 0.005679 au2512 au
39 2025-09-10 AG 9835.33 ... -0.004202 ag2512 ag
40 2025-09-10 RB 3139.5 ... -0.010033 rb2601 rb
41 2025-09-10 WR 3315.0 ... -0.010558 wr2510 wr
42 2025-09-10 HC 3393.33 ... -0.01719 hc2601 hc
43 2025-09-10 FU 5400.0 ... -0.483519 fu2601 fu
44 2025-09-10 BU 3653.33 ... -0.059214 bu2511 bu
45 2025-09-10 RU 15150.0 ... 0.053135 ru2601 ru
46 2025-09-10 SP 5700.0 ... -0.135439 sp2511 sp
47 2025-09-10 SS 13055.0 ... -0.010724 ss2511 ss
48 2025-09-10 BR 11980.0 ... -0.022955 br2511 br
49 2025-09-10 SI 9390.0 ... -0.091587 SI2511 si
50 2025-09-10 LC 74100.0 ... -0.053711 LC2511 lc
51 2025-09-10 PS 50000.0 ... 0.0538 PS2511 ps
[52 rows x 15 columns]
2025-09-12 16:26:29,909 - future_1d - INFO - save future_spot 2025-09-10 completed
2025-09-12 16:26:40,148 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-11, end_day=2025-09-11) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-11 C 2307.14 ... -0.046872 c2511 c
1 2025-09-11 A 4305.0 ... -0.088037 a2511 a
2 2025-09-11 M 3060.0 ... 0.004902 m2601 m
3 2025-09-11 Y 8408.0 ... -0.013796 y2601 y
4 2025-09-11 P 9354.0 ... -0.008552 p2601 p
5 2025-09-11 JD 3640.0 ... -0.16511 jd2511 jd
6 2025-09-11 L 7391.67 ... -0.023766 l2601 l
7 2025-09-11 V 4641.0 ... 0.04805 v2601 v
8 2025-09-11 PP 7113.33 ... -0.023945 pp2601 pp
9 2025-09-11 JM 1406.25 ... -0.193244 jm2601 jm
10 2025-09-11 I 812.33 ... -0.015179 i2601 i
11 2025-09-11 EG 4466.67 ... -0.035971 eg2601 eg
12 2025-09-11 EB 7394.0 ... -0.042061 eb2510 eb
13 2025-09-11 PG 4665.0 ... -0.045445 pg2510 pg
14 2025-09-11 LH 13520.0 ... -0.015163 lh2511 lh
15 2025-09-11 BZ 5928.67 ... 0.017766 bz2603 bz
16 2025-09-11 CF 15260.33 ... -0.093729 CF601 CF
17 2025-09-11 SR 5855.0 ... -0.053459 SR601 SR
18 2025-09-11 TA 4649.16 ... 0.008354 TA601 TA
19 2025-09-11 OI 10020.0 ... -0.018064 OI601 OI
20 2025-09-11 MA 2290.0 ... 0.045852 MA601 MA
21 2025-09-11 FG 1130.4 ... 0.049186 FG601 FG
22 2025-09-11 RM 2665.0 ... -0.041651 RM601 RM
23 2025-09-11 SF 5264.29 ... 0.07137 SF511 SF
24 2025-09-11 SM 5676.0 ... 0.032417 SM601 SM
25 2025-09-11 CY 23550.0 ... -0.156051 CY511 CY
26 2025-09-11 UR 1673.75 ... -0.001046 UR601 UR
27 2025-09-11 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-11 PF 6471.33 ... -0.016276 PF511 PF
29 2025-09-11 PX 7200.0 ... -0.060278 PX511 PX
30 2025-09-11 SH 890.0 ... 1.906742 SH601 SH
31 2025-09-11 PR 5902.5 ... -0.010928 PR511 PR
32 2025-09-11 CU 80198.33 ... -0.001475 cu2510 cu
33 2025-09-11 AL 20880.0 ... -0.001437 al2510 al
34 2025-09-11 ZN 22166.0 ... 0.002662 zn2510 zn
35 2025-09-11 PB 16825.0 ... 0.00208 pb2510 pb
36 2025-09-11 NI 121750.0 ... -0.010678 ni2510 ni
37 2025-09-11 SN 271125.0 ... 0.001051 sn2510 sn
38 2025-09-11 AU 829.07 ... 0.007732 au2512 au
39 2025-09-11 AG 9788.0 ... 0.003678 ag2512 ag
40 2025-09-11 RB 3123.5 ... -0.007203 rb2601 rb
41 2025-09-11 WR 3305.0 ... -0.006959 wr2510 wr
42 2025-09-11 HC 3433.33 ... -0.026601 hc2601 hc
43 2025-09-11 FU 5412.5 ... -0.483972 fu2601 fu
44 2025-09-11 BU 3653.33 ... -0.053193 bu2511 bu
45 2025-09-11 RU 15058.33 ... 0.054566 ru2601 ru
46 2025-09-11 SP 5700.0 ... -0.12386 sp2511 sp
47 2025-09-11 SS 13055.0 ... -0.012256 ss2511 ss
48 2025-09-11 BR 11980.0 ... -0.029215 br2511 br
49 2025-09-11 SI 9390.0 ... -0.074547 SI2511 si
50 2025-09-11 LC 72033.33 ... -0.019065 LC2511 lc
51 2025-09-11 PS 50666.67 ... 0.046743 PS2511 ps
[52 rows x 15 columns]
2025-09-12 16:26:41,672 - future_1d - INFO - save future_spot 2025-09-11 completed
2025-09-12 16:26:48,886 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-12, end_day=2025-09-12) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-12 C 2302.86 ... -0.0451 c2511 c
1 2025-09-12 A 4305.0 ... -0.081069 a2511 a
2 2025-09-12 M 3060.0 ... 0.008824 m2601 m
3 2025-09-12 Y 8398.0 ... -0.007383 y2601 y
4 2025-09-12 P 9354.0 ... -0.001283 p2601 p
5 2025-09-12 JD 3675.0 ... -0.170612 jd2511 jd
6 2025-09-12 L 7380.0 ... -0.027913 l2601 l
7 2025-09-12 V 4635.0 ... 0.050917 v2601 v
8 2025-09-12 PP 7106.67 ... -0.027674 pp2601 pp
9 2025-09-12 JM 1406.25 ... -0.191111 jm2601 jm
10 2025-09-12 I 808.0 ... -0.011757 i2601 i
11 2025-09-12 EG 4466.67 ... -0.042016 eg2601 eg
12 2025-09-12 EB 7314.0 ... -0.03924 eb2510 eb
13 2025-09-12 PG 4635.0 ... -0.040777 pg2510 pg
14 2025-09-12 LH 13480.0 ... -0.012611 lh2511 lh
15 2025-09-12 BZ 5952.0 ... 0.006216 bz2603 bz
16 2025-09-12 CF 15254.0 ... -0.093353 CF601 CF
17 2025-09-12 SR 5855.0 ... -0.053117 SR601 SR
18 2025-09-12 TA 4636.66 ... 0.002446 TA601 TA
19 2025-09-12 OI 10000.0 ... -0.0096 OI601 OI
20 2025-09-12 MA 2288.33 ... 0.039186 MA601 MA
21 2025-09-12 FG 1130.4 ... 0.039455 FG601 FG
22 2025-09-12 RM 2680.0 ... -0.046642 RM601 RM
23 2025-09-12 SF 5264.29 ... 0.06757 SF511 SF
24 2025-09-12 SM 5666.0 ... 0.030004 SM601 SM
25 2025-09-12 CY 23550.0 ... -0.1569 CY511 CY
26 2025-09-12 UR 1673.75 ... -0.004033 UR601 UR
27 2025-09-12 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-12 PF 6457.0 ... -0.020598 PF511 PF
29 2025-09-12 PX 7200.0 ... -0.069444 PX511 PX
30 2025-09-12 SH 890.0 ... 1.88427 SH601 SH
31 2025-09-12 PR 5885.0 ... -0.014783 PR511 PR
32 2025-09-12 CU 80945.0 ... -0.003521 cu2510 cu
33 2025-09-12 AL 21056.67 ... -0.001741 al2511 al
34 2025-09-12 ZN 22202.0 ... 0.003513 zn2510 zn
35 2025-09-12 PB 16843.75 ... 0.007199 pb2510 pb
36 2025-09-12 NI 123316.67 ... -0.017246 ni2510 ni
37 2025-09-12 SN 273512.5 ... -0.002422 sn2510 sn
38 2025-09-12 AU 829.69 ... 0.004496 au2512 au
39 2025-09-12 AG 9983.0 ... -0.002003 ag2512 ag
40 2025-09-12 RB 3124.0 ... -0.005442 rb2601 rb
41 2025-09-12 WR 3290.0 ... -0.004255 wr2510 wr
42 2025-09-12 HC 3430.0 ... -0.025948 hc2601 hc
43 2025-09-12 FU 5412.5 ... -0.495058 fu2601 fu
44 2025-09-12 BU 3635.0 ... -0.063824 bu2511 bu
45 2025-09-12 RU 14983.33 ... 0.055173 ru2601 ru
46 2025-09-12 SP 5716.67 ... -0.127464 sp2511 sp
47 2025-09-12 SS 13067.5 ... -0.01167 ss2511 ss
48 2025-09-12 BR 11980.0 ... -0.036311 br2511 br
49 2025-09-12 SI 9450.0 ... -0.07672 SI2511 si
50 2025-09-12 LC 71600.0 ... -0.007821 LC2511 lc
51 2025-09-12 PS 50666.67 ... 0.06046 PS2511 ps
[52 rows x 15 columns]
2025-09-12 16:26:50,698 - future_1d - INFO - save future_spot 2025-09-12 add
2025-09-12 16:26:50,706 - future_1d - INFO - 0 ... 4
date 2025-09-12 ... 2025-09-12
variety C ... P
spot_price 2302.86 ... 9354.0
near_contract c2509 ... p2509
near_contract_price 2256.0 ... 9384.0
dominant_contract c2511 ... p2601
dominant_contract_price 2199.0 ... 9342.0
near_month 2509 ... 2509
dominant_month 2511 ... 2601
near_basis -46.86 ... 30.0
dom_basis -103.86 ... -12.0
near_basis_rate -0.0203 ... 0.0032
dom_basis_rate -0.0451 ... -0.0013
symbol c2511 ... p2601
comd c ... p
created_at 2025-09-12 16:26:50.383075 ... 2025-09-12 16:26:50.383075
updated_at 2025-09-12 16:26:50.383450 ... 2025-09-12 16:26:50.383450
[17 rows x 5 columns]
=========================================================================
2025-09-12 18:25:26 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-09-12 18:25:34,111 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-12 18:25:40,404 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-08, end_day=2025-09-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-08 C 2307.14 ... -0.035169 c2511 c
1 2025-09-08 A 4305.0 ... -0.07712 a2511 a
2 2025-09-08 M 3076.0 ... 0.000975 m2601 m
3 2025-09-08 Y 8488.0 ... -0.009425 y2601 y
4 2025-09-08 P 9454.0 ... -0.001692 p2601 p
5 2025-09-08 JD 3450.0 ... -0.122609 jd2511 jd
6 2025-09-08 L 7385.0 ... -0.021124 l2601 l
7 2025-09-08 V 4654.0 ... 0.048131 v2601 v
8 2025-09-08 PP 7113.33 ... -0.022961 pp2601 pp
9 2025-09-08 JM 1418.75 ... -0.194714 jm2601 jm
10 2025-09-08 I 795.44 ... -0.008096 i2601 i
11 2025-09-08 EG 4486.67 ... -0.031799 eg2601 eg
12 2025-09-08 EB 7400.0 ... -0.045676 eb2510 eb
13 2025-09-08 PG 4692.5 ... -0.064678 pg2510 pg
14 2025-09-08 LH 13730.0 ... -0.030954 lh2511 lh
15 2025-09-08 BZ 5945.33 ... 0.011382 bz2603 bz
16 2025-09-08 CF 15417.17 ... -0.096462 CF601 CF
17 2025-09-08 SR 5905.0 ... -0.06486 SR601 SR
18 2025-09-08 TA 4720.0 ... -0.012288 TA601 TA
19 2025-09-08 OI 9941.67 ... -0.016061 OI601 OI
20 2025-09-08 MA 2271.67 ... 0.057812 MA601 MA
21 2025-09-08 FG 1120.0 ... 0.060714 FG601 FG
22 2025-09-08 RM 2650.0 ... -0.040377 RM601 RM
23 2025-09-08 SF 5214.29 ... 0.069753 SF511 SF
24 2025-09-08 SM 5688.0 ... 0.020745 SM601 SM
25 2025-09-08 CY 23550.0 ... -0.152654 CY511 CY
26 2025-09-08 UR 1703.75 ... -0.00044 UR601 UR
27 2025-09-08 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-08 PF 6448.33 ... -0.019281 PF511 PF
29 2025-09-08 PX 7200.0 ... -0.0675 PX511 PX
30 2025-09-08 SH 890.0 ... 1.902247 SH601 SH
31 2025-09-08 PR 5895.0 ... -0.008651 PR511 PR
32 2025-09-08 CU 79893.33 ... -0.002044 cu2510 cu
33 2025-09-08 AL 20676.67 ... 0.001612 al2510 al
34 2025-09-08 ZN 22128.0 ... 0.005287 zn2510 zn
35 2025-09-08 PB 16825.0 ... 0.003863 pb2510 pb
36 2025-09-08 NI 121950.0 ... -0.003608 ni2510 ni
37 2025-09-08 SN 269575.0 ... 0.005694 sn2510 sn
38 2025-09-08 AU 815.53 ... 0.009577 au2512 au
39 2025-09-08 AG 9732.0 ... 0.010173 ag2512 ag
40 2025-09-08 RB 3149.5 ... -0.008414 rb2601 rb
41 2025-09-08 WR 3312.5 ... -0.008906 wr2510 wr
42 2025-09-08 HC 3393.33 ... -0.01719 hc2601 hc
43 2025-09-08 FU 5375.0 ... -0.491163 fu2601 fu
44 2025-09-08 BU 3656.67 ... -0.065543 bu2511 bu
45 2025-09-08 RU 15416.67 ... 0.05373 ru2601 ru
46 2025-09-08 SP 5716.67 ... -0.122566 sp2511 sp
47 2025-09-08 SS 13080.0 ... -0.014144 ss2511 ss
48 2025-09-08 BR 12210.0 ... -0.01638 br2511 br
49 2025-09-08 SI 9390.0 ... -0.089989 SI2511 si
50 2025-09-08 LC 74150.0 ... 0.009575 LC2511 lc
51 2025-09-08 PS 50000.0 ... 0.1119 PS2511 ps
[52 rows x 15 columns]
2025-09-12 18:25:43,077 - future_1d - INFO - save future_spot 2025-09-08 completed
2025-09-12 18:25:48,283 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-09, end_day=2025-09-09) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-09 C 2310.0 ... -0.041126 c2511 c
1 2025-09-09 A 4305.0 ... -0.077584 a2511 a
2 2025-09-09 M 3076.0 ... 0.0 m2601 m
3 2025-09-09 Y 8488.0 ... -0.008247 y2601 y
4 2025-09-09 P 9520.0 ... -0.005252 p2601 p
5 2025-09-09 JD 3525.0 ... -0.130213 jd2511 jd
6 2025-09-09 L 7391.67 ... -0.022142 l2601 l
7 2025-09-09 V 4649.0 ... 0.046247 v2601 v
8 2025-09-09 PP 7113.33 ... -0.023664 pp2601 pp
9 2025-09-09 JM 1411.25 ... -0.192914 jm2601 jm
10 2025-09-09 I 800.11 ... 0.003612 i2601 i
11 2025-09-09 EG 4466.67 ... -0.03306 eg2601 eg
12 2025-09-09 EB 7394.0 ... -0.04693 eb2510 eb
13 2025-09-09 PG 4692.5 ... -0.059563 pg2510 pg
14 2025-09-09 LH 13650.0 ... -0.030769 lh2511 lh
15 2025-09-09 BZ 5908.67 ... 0.015118 bz2603 bz
16 2025-09-09 CF 15334.5 ... -0.094851 CF601 CF
17 2025-09-09 SR 5875.0 ... -0.060255 SR601 SR
18 2025-09-09 TA 4643.5 ... 0.005707 TA601 TA
19 2025-09-09 OI 9980.0 ... -0.013527 OI601 OI
20 2025-09-09 MA 2277.83 ... 0.052317 MA601 MA
21 2025-09-09 FG 1140.0 ... 0.051754 FG601 FG
22 2025-09-09 RM 2653.33 ... -0.043089 RM601 RM
23 2025-09-09 SF 5231.43 ... 0.076188 SF511 SF
24 2025-09-09 SM 5692.0 ... 0.02565 SM601 SM
25 2025-09-09 CY 23550.0 ... -0.15414 CY511 CY
26 2025-09-09 UR 1691.25 ... -0.003104 UR601 UR
27 2025-09-09 SA 1262.5 ... 0.019406 SA601 SA
28 2025-09-09 PF 6454.83 ... -0.01779 PF511 PF
29 2025-09-09 PX 7200.0 ... -0.068333 PX511 PX
30 2025-09-09 SH 890.0 ... 1.896629 SH601 SH
31 2025-09-09 PR 5897.5 ... -0.010767 PR511 PR
32 2025-09-09 CU 79890.0 ... -0.002253 cu2510 cu
33 2025-09-09 AL 20693.33 ... 0.002739 al2510 al
34 2025-09-09 ZN 22170.0 ... 0.001353 zn2510 zn
35 2025-09-09 PB 16843.75 ... 0.00423 pb2510 pb
36 2025-09-09 NI 122350.0 ... -0.011524 ni2510 ni
37 2025-09-09 SN 270400.0 ... -0.002256 sn2510 sn
38 2025-09-09 AU 831.1 ... 0.003971 au2512 au
39 2025-09-09 AG 9835.33 ... 0.005457 ag2512 ag
40 2025-09-09 RB 3153.5 ... -0.006818 rb2601 rb
41 2025-09-09 WR 3317.5 ... -0.009194 wr2510 wr
42 2025-09-09 HC 3393.33 ... -0.011296 hc2601 hc
43 2025-09-09 FU 5375.0 ... -0.487256 fu2601 fu
44 2025-09-09 BU 3660.0 ... -0.065574 bu2511 bu
45 2025-09-09 RU 15175.0 ... 0.060297 ru2601 ru
46 2025-09-09 SP 5700.0 ... -0.12386 sp2511 sp
47 2025-09-09 SS 13080.0 ... -0.011468 ss2511 ss
48 2025-09-09 BR 12200.0 ... -0.033197 br2511 br
49 2025-09-09 SI 9390.0 ... -0.091587 SI2511 si
50 2025-09-09 LC 73950.0 ... 0.005274 LC2511 lc
51 2025-09-09 PS 50000.0 ... 0.1064 PS2511 ps
[52 rows x 15 columns]
2025-09-12 18:25:48,471 - future_1d - INFO - save future_spot 2025-09-09 completed
2025-09-12 18:25:52,498 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-10, end_day=2025-09-10) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-10 C 2308.57 ... -0.047462 c2511 c
1 2025-09-10 A 4305.0 ... -0.085947 a2511 a
2 2025-09-10 M 3056.0 ... 0.002618 m2601 m
3 2025-09-10 Y 8368.0 ... -0.005497 y2601 y
4 2025-09-10 P 9380.0 ... -0.004264 p2601 p
5 2025-09-10 JD 3575.0 ... -0.14965 jd2511 jd
6 2025-09-10 L 7395.0 ... -0.021907 l2601 l
7 2025-09-10 V 4641.0 ... 0.044818 v2601 v
8 2025-09-10 PP 7113.33 ... -0.022821 pp2601 pp
9 2025-09-10 JM 1406.25 ... -0.206756 jm2601 jm
10 2025-09-10 I 808.67 ... -0.008248 i2601 i
11 2025-09-10 EG 4470.0 ... -0.033557 eg2601 eg
12 2025-09-10 EB 7394.0 ... -0.045307 eb2510 eb
13 2025-09-10 PG 4687.5 ... -0.05344 pg2510 pg
14 2025-09-10 LH 13600.0 ... -0.020956 lh2511 lh
15 2025-09-10 BZ 5908.67 ... 0.017488 bz2603 bz
16 2025-09-10 CF 15293.83 ... -0.095387 CF601 CF
17 2025-09-10 SR 5856.67 ... -0.055094 SR601 SR
18 2025-09-10 TA 4649.16 ... 0.007924 TA601 TA
19 2025-09-10 OI 9920.0 ... -0.009778 OI601 OI
20 2025-09-10 MA 2296.67 ... 0.046297 MA601 MA
21 2025-09-10 FG 1140.0 ... 0.034211 FG601 FG
22 2025-09-10 RM 2658.33 ... -0.043761 RM601 RM
23 2025-09-10 SF 5260.0 ... 0.071483 SF511 SF
24 2025-09-10 SM 5696.0 ... 0.027388 SM601 SM
25 2025-09-10 CY 23550.0 ... -0.155202 CY511 CY
26 2025-09-10 UR 1693.75 ... -0.008708 UR601 UR
27 2025-09-10 SA 1262.5 ... 0.006733 SA601 SA
28 2025-09-10 PF 6463.5 ... -0.015704 PF511 PF
29 2025-09-10 PX 7200.0 ... -0.062222 PX511 PX
30 2025-09-10 SH 890.0 ... 1.888764 SH601 SH
31 2025-09-10 PR 5902.5 ... -0.01025 PR511 PR
32 2025-09-10 CU 79776.67 ... -0.001212 cu2510 cu
33 2025-09-10 AL 20693.33 ... 0.00443 al2510 al
34 2025-09-10 ZN 22080.0 ... 0.004076 zn2510 zn
35 2025-09-10 PB 16781.25 ... 0.003501 pb2510 pb
36 2025-09-10 NI 121766.67 ... -0.010485 ni2510 ni
37 2025-09-10 SN 270187.5 ... -0.002619 sn2510 sn
38 2025-09-10 AU 831.1 ... 0.005679 au2512 au
39 2025-09-10 AG 9835.33 ... -0.004202 ag2512 ag
40 2025-09-10 RB 3139.5 ... -0.010033 rb2601 rb
41 2025-09-10 WR 3315.0 ... -0.010558 wr2510 wr
42 2025-09-10 HC 3393.33 ... -0.01719 hc2601 hc
43 2025-09-10 FU 5400.0 ... -0.483519 fu2601 fu
44 2025-09-10 BU 3653.33 ... -0.059214 bu2511 bu
45 2025-09-10 RU 15150.0 ... 0.053135 ru2601 ru
46 2025-09-10 SP 5700.0 ... -0.135439 sp2511 sp
47 2025-09-10 SS 13055.0 ... -0.010724 ss2511 ss
48 2025-09-10 BR 11980.0 ... -0.022955 br2511 br
49 2025-09-10 SI 9390.0 ... -0.091587 SI2511 si
50 2025-09-10 LC 74100.0 ... -0.053711 LC2511 lc
51 2025-09-10 PS 50000.0 ... 0.0538 PS2511 ps
[52 rows x 15 columns]
2025-09-12 18:25:53,076 - future_1d - INFO - save future_spot 2025-09-10 completed
2025-09-12 18:25:58,208 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-11, end_day=2025-09-11) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-11 C 2307.14 ... -0.046872 c2511 c
1 2025-09-11 A 4305.0 ... -0.088037 a2511 a
2 2025-09-11 M 3060.0 ... 0.004902 m2601 m
3 2025-09-11 Y 8408.0 ... -0.013796 y2601 y
4 2025-09-11 P 9354.0 ... -0.008552 p2601 p
5 2025-09-11 JD 3640.0 ... -0.16511 jd2511 jd
6 2025-09-11 L 7391.67 ... -0.023766 l2601 l
7 2025-09-11 V 4641.0 ... 0.04805 v2601 v
8 2025-09-11 PP 7113.33 ... -0.023945 pp2601 pp
9 2025-09-11 JM 1406.25 ... -0.193244 jm2601 jm
10 2025-09-11 I 812.33 ... -0.015179 i2601 i
11 2025-09-11 EG 4466.67 ... -0.035971 eg2601 eg
12 2025-09-11 EB 7394.0 ... -0.042061 eb2510 eb
13 2025-09-11 PG 4665.0 ... -0.045445 pg2510 pg
14 2025-09-11 LH 13520.0 ... -0.015163 lh2511 lh
15 2025-09-11 BZ 5928.67 ... 0.017766 bz2603 bz
16 2025-09-11 CF 15260.33 ... -0.093729 CF601 CF
17 2025-09-11 SR 5855.0 ... -0.053459 SR601 SR
18 2025-09-11 TA 4649.16 ... 0.008354 TA601 TA
19 2025-09-11 OI 10020.0 ... -0.018064 OI601 OI
20 2025-09-11 MA 2290.0 ... 0.045852 MA601 MA
21 2025-09-11 FG 1130.4 ... 0.049186 FG601 FG
22 2025-09-11 RM 2665.0 ... -0.041651 RM601 RM
23 2025-09-11 SF 5264.29 ... 0.07137 SF511 SF
24 2025-09-11 SM 5676.0 ... 0.032417 SM601 SM
25 2025-09-11 CY 23550.0 ... -0.156051 CY511 CY
26 2025-09-11 UR 1673.75 ... -0.001046 UR601 UR
27 2025-09-11 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-11 PF 6471.33 ... -0.016276 PF511 PF
29 2025-09-11 PX 7200.0 ... -0.060278 PX511 PX
30 2025-09-11 SH 890.0 ... 1.906742 SH601 SH
31 2025-09-11 PR 5902.5 ... -0.010928 PR511 PR
32 2025-09-11 CU 80198.33 ... -0.001475 cu2510 cu
33 2025-09-11 AL 20880.0 ... -0.001437 al2510 al
34 2025-09-11 ZN 22166.0 ... 0.002662 zn2510 zn
35 2025-09-11 PB 16825.0 ... 0.00208 pb2510 pb
36 2025-09-11 NI 121750.0 ... -0.010678 ni2510 ni
37 2025-09-11 SN 271125.0 ... 0.001051 sn2510 sn
38 2025-09-11 AU 829.07 ... 0.007732 au2512 au
39 2025-09-11 AG 9788.0 ... 0.003678 ag2512 ag
40 2025-09-11 RB 3123.5 ... -0.007203 rb2601 rb
41 2025-09-11 WR 3305.0 ... -0.006959 wr2510 wr
42 2025-09-11 HC 3433.33 ... -0.026601 hc2601 hc
43 2025-09-11 FU 5412.5 ... -0.483972 fu2601 fu
44 2025-09-11 BU 3653.33 ... -0.053193 bu2511 bu
45 2025-09-11 RU 15058.33 ... 0.054566 ru2601 ru
46 2025-09-11 SP 5700.0 ... -0.12386 sp2511 sp
47 2025-09-11 SS 13055.0 ... -0.012256 ss2511 ss
48 2025-09-11 BR 11980.0 ... -0.029215 br2511 br
49 2025-09-11 SI 9390.0 ... -0.074547 SI2511 si
50 2025-09-11 LC 72033.33 ... -0.019065 LC2511 lc
51 2025-09-11 PS 50666.67 ... 0.046743 PS2511 ps
[52 rows x 15 columns]
2025-09-12 18:26:00,693 - future_1d - INFO - save future_spot 2025-09-11 completed
2025-09-12 18:26:09,064 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-12, end_day=2025-09-12) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-12 C 2302.86 ... -0.0451 c2511 c
1 2025-09-12 A 4305.0 ... -0.081069 a2511 a
2 2025-09-12 M 3060.0 ... 0.008824 m2601 m
3 2025-09-12 Y 8398.0 ... -0.007383 y2601 y
4 2025-09-12 P 9354.0 ... -0.001283 p2601 p
5 2025-09-12 JD 3675.0 ... -0.170612 jd2511 jd
6 2025-09-12 L 7380.0 ... -0.027913 l2601 l
7 2025-09-12 V 4635.0 ... 0.050917 v2601 v
8 2025-09-12 PP 7106.67 ... -0.027674 pp2601 pp
9 2025-09-12 JM 1406.25 ... -0.191111 jm2601 jm
10 2025-09-12 I 808.0 ... -0.011757 i2601 i
11 2025-09-12 EG 4466.67 ... -0.042016 eg2601 eg
12 2025-09-12 EB 7320.0 ... -0.040027 eb2510 eb
13 2025-09-12 PG 4635.0 ... -0.040777 pg2510 pg
14 2025-09-12 LH 13480.0 ... -0.012611 lh2511 lh
15 2025-09-12 BZ 5952.0 ... 0.006216 bz2603 bz
16 2025-09-12 CF 15254.0 ... -0.093353 CF601 CF
17 2025-09-12 SR 5855.0 ... -0.053117 SR601 SR
18 2025-09-12 TA 4636.66 ... 0.002446 TA601 TA
19 2025-09-12 OI 10000.0 ... -0.0096 OI601 OI
20 2025-09-12 MA 2288.33 ... 0.039186 MA601 MA
21 2025-09-12 FG 1130.4 ... 0.039455 FG601 FG
22 2025-09-12 RM 2680.0 ... -0.046642 RM601 RM
23 2025-09-12 SF 5245.71 ... 0.071352 SF511 SF
24 2025-09-12 SM 5666.0 ... 0.030004 SM601 SM
25 2025-09-12 CY 23550.0 ... -0.1569 CY511 CY
26 2025-09-12 UR 1673.75 ... -0.004033 UR601 UR
27 2025-09-12 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-12 PF 6457.0 ... -0.020598 PF511 PF
29 2025-09-12 PX 7200.0 ... -0.069444 PX511 PX
30 2025-09-12 SH 890.0 ... 1.88427 SH601 SH
31 2025-09-12 PR 5885.0 ... -0.014783 PR511 PR
32 2025-09-12 CU 80945.0 ... -0.003521 cu2510 cu
33 2025-09-12 AL 21056.67 ... -0.001741 al2511 al
34 2025-09-12 ZN 22212.0 ... 0.003061 zn2510 zn
35 2025-09-12 PB 16850.0 ... 0.006825 pb2510 pb
36 2025-09-12 NI 123316.67 ... -0.017246 ni2510 ni
37 2025-09-12 SN 274212.5 ... -0.004969 sn2510 sn
38 2025-09-12 AU 829.69 ... 0.004496 au2512 au
39 2025-09-12 AG 9983.0 ... -0.002003 ag2512 ag
40 2025-09-12 RB 3124.0 ... -0.005442 rb2601 rb
41 2025-09-12 WR 3290.0 ... -0.004255 wr2510 wr
42 2025-09-12 HC 3430.0 ... -0.025948 hc2601 hc
43 2025-09-12 FU 5412.5 ... -0.495058 fu2601 fu
44 2025-09-12 BU 3635.0 ... -0.063824 bu2511 bu
45 2025-09-12 RU 14983.33 ... 0.055173 ru2601 ru
46 2025-09-12 SP 5716.67 ... -0.127464 sp2511 sp
47 2025-09-12 SS 13067.5 ... -0.01167 ss2511 ss
48 2025-09-12 BR 11960.0 ... -0.034699 br2511 br
49 2025-09-12 SI 9450.0 ... -0.07672 SI2511 si
50 2025-09-12 LC 71600.0 ... -0.007821 LC2511 lc
51 2025-09-12 PS 50666.67 ... 0.06046 PS2511 ps
[52 rows x 15 columns]
2025-09-12 18:26:11,227 - future_1d - INFO - save future_spot 2025-09-12 add
2025-09-12 18:26:11,235 - future_1d - INFO - 12 ... 37
date 2025-09-12 ... 2025-09-12
variety EB ... SN
spot_price 7320.0 ... 274212.5
near_contract eb2509 ... sn2509
near_contract_price 6962.0 ... 273970.0
dominant_contract eb2510 ... sn2510
dominant_contract_price 7027.0 ... 272850.0
near_month 2509 ... 2509
dominant_month 2510 ... 2510
near_basis -358.0 ... -242.5
dom_basis -293.0 ... -1362.5
near_basis_rate -0.0489 ... -0.0009
dom_basis_rate -0.04 ... -0.005
symbol eb2510 ... sn2510
comd eb ... sn
created_at 2025-09-12 18:26:10.978985 ... 2025-09-12 18:26:10.978985
updated_at 2025-09-12 18:26:10.979372 ... 2025-09-12 18:26:10.979372
[17 rows x 5 columns]