=========================================================================
2025-09-17 16:25:47 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-09-17 16:26:11,690 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-17 16:26:17,762 - 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]
2025-09-17 16:26:19,791 - future_1d - INFO - save future_spot 2025-09-11 completed
2025-09-17 16:26:26,507 - 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]
2025-09-17 16:26:27,359 - future_1d - INFO - save future_spot 2025-09-12 completed
2025-09-17 16:26:36,438 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-15, end_day=2025-09-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-15 C 2300.0 ... -0.053043 c2511 c
1 2025-09-15 A 4305.0 ... -0.084321 a2511 a
2 2025-09-15 M 3058.0 ... -0.002289 m2601 m
3 2025-09-15 Y 8448.0 ... -0.01089 y2601 y
4 2025-09-15 P 9400.0 ... -0.003191 p2601 p
5 2025-09-15 JD 3840.0 ... -0.182292 jd2511 jd
6 2025-09-15 L 7378.33 ... -0.023898 l2601 l
7 2025-09-15 V 4660.0 ... 0.051073 v2601 v
8 2025-09-15 PP 7106.67 ... -0.022608 pp2601 pp
9 2025-09-15 JM 1406.25 ... -0.166578 jm2601 jm
10 2025-09-15 I 807.89 ... -0.01348 i2601 i
11 2025-09-15 EG 4458.33 ... -0.040672 eg2601 eg
12 2025-09-15 EB 7314.0 ... -0.033087 eb2510 eb
13 2025-09-15 PG 4662.5 ... -0.032064 pg2510 pg
14 2025-09-15 LH 13450.0 ... -0.018587 lh2511 lh
15 2025-09-15 BZ 5998.67 ... 0.003722 bz2603 bz
16 2025-09-15 CF 15255.67 ... -0.089847 CF601 CF
17 2025-09-15 SR 5850.0 ... -0.052137 SR601 SR
18 2025-09-15 TA 4631.66 ... 0.0113 TA601 TA
19 2025-09-15 OI 10026.67 ... -0.014927 OI601 OI
20 2025-09-15 MA 2295.0 ... 0.039651 MA601 MA
21 2025-09-15 FG 1120.0 ... 0.065179 FG601 FG
22 2025-09-15 RM 2635.0 ... -0.047818 RM601 RM
23 2025-09-15 SF 5245.71 ... 0.078977 SF511 SF
24 2025-09-15 SM 5678.0 ... 0.03628 SM601 SM
25 2025-09-15 CY 23550.0 ... -0.155414 CY511 CY
26 2025-09-15 UR 1665.0 ... 0.008408 UR601 UR
27 2025-09-15 SA 1262.5 ... 0.028119 SA601 SA
28 2025-09-15 PF 6471.0 ... -0.016844 PF511 PF
29 2025-09-15 PX 7200.0 ... -0.060833 PX511 PX
30 2025-09-15 SH 878.0 ... 1.922551 SH601 SH
31 2025-09-15 PR 5902.5 ... -0.010928 PR511 PR
32 2025-09-15 CU 81000.0 ... -0.002099 cu2510 cu
33 2025-09-15 AL 21056.67 ... -0.000554 al2511 al
34 2025-09-15 ZN 22212.0 ... 0.004187 zn2510 zn
35 2025-09-15 PB 17037.5 ... 0.004842 pb2510 pb
36 2025-09-15 NI 123533.33 ... -0.011036 ni2510 ni
37 2025-09-15 SN 273537.5 ... 0.001289 sn2510 sn
38 2025-09-15 AU 829.28 ... 0.006777 au2512 au
39 2025-09-15 AG 9978.67 ... 0.007349 ag2512 ag
40 2025-09-15 RB 3134.0 ... -0.002234 rb2601 rb
41 2025-09-15 WR 3315.0 ... -0.007843 wr2510 wr
42 2025-09-15 HC 3430.0 ... -0.020408 hc2601 hc
43 2025-09-15 FU 5412.5 ... -0.485081 fu2601 fu
44 2025-09-15 BU 3630.0 ... -0.063912 bu2511 bu
45 2025-09-15 RU 15133.33 ... 0.048679 ru2601 ru
46 2025-09-15 SP 5716.67 ... -0.121167 sp2511 sp
47 2025-09-15 SS 13092.5 ... -0.006683 ss2511 ss
48 2025-09-15 BR 11960.0 ... -0.030936 br2511 br
49 2025-09-15 SI 9450.0 ... -0.06455 SI2511 si
50 2025-09-15 LC 71616.67 ... 0.008704 LC2511 lc
51 2025-09-15 PS 50666.67 ... 0.053947 PS2511 ps
[52 rows x 15 columns]
2025-09-17 16:26:37,440 - future_1d - INFO - save future_spot 2025-09-15 completed
2025-09-17 16:26:46,545 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-16, end_day=2025-09-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-16 C 2294.29 ... -0.054609 c2511 c
1 2025-09-16 A 4305.0 ... -0.086179 a2511 a
2 2025-09-16 M 3056.0 ... -0.003272 m2601 m
3 2025-09-16 Y 8508.0 ... -0.010578 y2601 y
4 2025-09-16 P 9516.0 ... -0.003363 p2601 p
5 2025-09-16 JD 3935.0 ... -0.204066 jd2511 jd
6 2025-09-16 L 7395.0 ... -0.018256 l2601 l
7 2025-09-16 V 4704.0 ... 0.055272 v2601 v
8 2025-09-16 PP 7100.0 ... -0.015211 pp2601 pp
9 2025-09-16 JM 1406.25 ... -0.1264 jm2601 jm
10 2025-09-16 I 816.44 ... -0.0134 i2601 i
11 2025-09-16 EG 4458.33 ... -0.035962 eg2601 eg
12 2025-09-16 EB 7324.0 ... -0.021027 eb2511 eb
13 2025-09-16 PG 4662.5 ... -0.047721 pg2511 pg
14 2025-09-16 LH 13400.0 ... -0.014179 lh2511 lh
15 2025-09-16 BZ 6032.0 ... 0.007626 bz2603 bz
16 2025-09-16 CF 15299.83 ... -0.091493 CF601 CF
17 2025-09-16 SR 5865.0 ... -0.052856 SR601 SR
18 2025-09-16 TA 4633.75 ... 0.012571 TA601 TA
19 2025-09-16 OI 10166.67 ... -0.018263 OI601 OI
20 2025-09-16 MA 2286.67 ... 0.046937 MA601 MA
21 2025-09-16 FG 1120.0 ... 0.103571 FG601 FG
22 2025-09-16 RM 2655.0 ... -0.051977 RM601 RM
23 2025-09-16 SF 5245.71 ... 0.096515 SF511 SF
24 2025-09-16 SM 5752.0 ... 0.036509 SM601 SM
25 2025-09-16 CY 23550.0 ... -0.152229 CY511 CY
26 2025-09-16 UR 1665.0 ... 0.015616 UR601 UR
27 2025-09-16 SA 1262.5 ... 0.05901 SA601 SA
28 2025-09-16 PF 6478.34 ... -0.01518 PF511 PF
29 2025-09-16 PX 7200.0 ... -0.057222 PX511 PX
30 2025-09-16 SH 866.0 ... 1.993072 SH601 SH
31 2025-09-16 PR 5932.5 ... -0.012221 PR511 PR
32 2025-09-16 CU 81196.67 ... -0.001314 cu2511 cu
33 2025-09-16 AL 20960.0 ... 0.002385 al2511 al
34 2025-09-16 ZN 22218.0 ... 0.004366 zn2511 zn
35 2025-09-16 PB 17031.25 ... 0.002862 pb2510 pb
36 2025-09-16 NI 123750.0 ... -0.006626 ni2511 ni
37 2025-09-16 SN 272712.5 ... 0.000101 sn2510 sn
38 2025-09-16 AU 837.1 ... 0.004372 au2512 au
39 2025-09-16 AG 10110.33 ... 0.000066 ag2512 ag
40 2025-09-16 RB 3148.0 ... 0.005718 rb2601 rb
41 2025-09-16 WR 3352.5 ... -0.01387 wr2510 wr
42 2025-09-16 HC 3430.0 ... -0.007872 hc2601 hc
43 2025-09-16 FU 5412.5 ... -0.482864 fu2601 fu
44 2025-09-16 BU 3630.0 ... -0.056474 bu2511 bu
45 2025-09-16 RU 15166.67 ... 0.054945 ru2601 ru
46 2025-09-16 SP 5716.67 ... -0.11242 sp2511 sp
47 2025-09-16 SS 13092.5 ... -0.002864 ss2511 ss
48 2025-09-16 BR 11960.0 ... -0.024247 br2511 br
49 2025-09-16 SI 9560.0 ... -0.061715 SI2511 si
50 2025-09-16 LC 71683.33 ... 0.027017 LC2511 lc
51 2025-09-16 PS 50666.67 ... 0.078224 PS2511 ps
[52 rows x 15 columns]
2025-09-17 16:26:48,040 - future_1d - INFO - save future_spot 2025-09-16 completed
2025-09-17 16:26:53,484 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-17, end_day=2025-09-17) done
2025-09-17 16:26:53,499 - future_1d - INFO - save future_spot 2025-09-17 failed
=========================================================================
2025-09-17 18:25:30 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-09-17 18:25:32,613 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-17 18:25:32,976 - 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]
2025-09-17 18:25:33,153 - future_1d - INFO - save future_spot 2025-09-11 completed
2025-09-17 18:25:37,534 - 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]
2025-09-17 18:25:37,692 - future_1d - INFO - save future_spot 2025-09-12 completed
2025-09-17 18:25:45,899 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-15, end_day=2025-09-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-15 C 2300.0 ... -0.053043 c2511 c
1 2025-09-15 A 4305.0 ... -0.084321 a2511 a
2 2025-09-15 M 3058.0 ... -0.002289 m2601 m
3 2025-09-15 Y 8448.0 ... -0.01089 y2601 y
4 2025-09-15 P 9400.0 ... -0.003191 p2601 p
5 2025-09-15 JD 3840.0 ... -0.182292 jd2511 jd
6 2025-09-15 L 7378.33 ... -0.023898 l2601 l
7 2025-09-15 V 4660.0 ... 0.051073 v2601 v
8 2025-09-15 PP 7106.67 ... -0.022608 pp2601 pp
9 2025-09-15 JM 1406.25 ... -0.166578 jm2601 jm
10 2025-09-15 I 807.89 ... -0.01348 i2601 i
11 2025-09-15 EG 4458.33 ... -0.040672 eg2601 eg
12 2025-09-15 EB 7314.0 ... -0.033087 eb2510 eb
13 2025-09-15 PG 4662.5 ... -0.032064 pg2510 pg
14 2025-09-15 LH 13450.0 ... -0.018587 lh2511 lh
15 2025-09-15 BZ 5998.67 ... 0.003722 bz2603 bz
16 2025-09-15 CF 15255.67 ... -0.089847 CF601 CF
17 2025-09-15 SR 5850.0 ... -0.052137 SR601 SR
18 2025-09-15 TA 4631.66 ... 0.0113 TA601 TA
19 2025-09-15 OI 10026.67 ... -0.014927 OI601 OI
20 2025-09-15 MA 2295.0 ... 0.039651 MA601 MA
21 2025-09-15 FG 1120.0 ... 0.065179 FG601 FG
22 2025-09-15 RM 2635.0 ... -0.047818 RM601 RM
23 2025-09-15 SF 5245.71 ... 0.078977 SF511 SF
24 2025-09-15 SM 5678.0 ... 0.03628 SM601 SM
25 2025-09-15 CY 23550.0 ... -0.155414 CY511 CY
26 2025-09-15 UR 1665.0 ... 0.008408 UR601 UR
27 2025-09-15 SA 1262.5 ... 0.028119 SA601 SA
28 2025-09-15 PF 6471.0 ... -0.016844 PF511 PF
29 2025-09-15 PX 7200.0 ... -0.060833 PX511 PX
30 2025-09-15 SH 878.0 ... 1.922551 SH601 SH
31 2025-09-15 PR 5902.5 ... -0.010928 PR511 PR
32 2025-09-15 CU 81000.0 ... -0.002099 cu2510 cu
33 2025-09-15 AL 21056.67 ... -0.000554 al2511 al
34 2025-09-15 ZN 22212.0 ... 0.004187 zn2510 zn
35 2025-09-15 PB 17037.5 ... 0.004842 pb2510 pb
36 2025-09-15 NI 123533.33 ... -0.011036 ni2510 ni
37 2025-09-15 SN 273537.5 ... 0.001289 sn2510 sn
38 2025-09-15 AU 829.28 ... 0.006777 au2512 au
39 2025-09-15 AG 9978.67 ... 0.007349 ag2512 ag
40 2025-09-15 RB 3134.0 ... -0.002234 rb2601 rb
41 2025-09-15 WR 3315.0 ... -0.007843 wr2510 wr
42 2025-09-15 HC 3430.0 ... -0.020408 hc2601 hc
43 2025-09-15 FU 5412.5 ... -0.485081 fu2601 fu
44 2025-09-15 BU 3630.0 ... -0.063912 bu2511 bu
45 2025-09-15 RU 15133.33 ... 0.048679 ru2601 ru
46 2025-09-15 SP 5716.67 ... -0.121167 sp2511 sp
47 2025-09-15 SS 13092.5 ... -0.006683 ss2511 ss
48 2025-09-15 BR 11960.0 ... -0.030936 br2511 br
49 2025-09-15 SI 9450.0 ... -0.06455 SI2511 si
50 2025-09-15 LC 71616.67 ... 0.008704 LC2511 lc
51 2025-09-15 PS 50666.67 ... 0.053947 PS2511 ps
[52 rows x 15 columns]
2025-09-17 18:25:46,057 - future_1d - INFO - save future_spot 2025-09-15 completed
2025-09-17 18:25:52,209 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-16, end_day=2025-09-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-16 C 2294.29 ... -0.054609 c2511 c
1 2025-09-16 A 4305.0 ... -0.086179 a2511 a
2 2025-09-16 M 3056.0 ... -0.003272 m2601 m
3 2025-09-16 Y 8508.0 ... -0.010578 y2601 y
4 2025-09-16 P 9516.0 ... -0.003363 p2601 p
5 2025-09-16 JD 3935.0 ... -0.204066 jd2511 jd
6 2025-09-16 L 7395.0 ... -0.018256 l2601 l
7 2025-09-16 V 4704.0 ... 0.055272 v2601 v
8 2025-09-16 PP 7100.0 ... -0.015211 pp2601 pp
9 2025-09-16 JM 1406.25 ... -0.1264 jm2601 jm
10 2025-09-16 I 816.44 ... -0.0134 i2601 i
11 2025-09-16 EG 4458.33 ... -0.035962 eg2601 eg
12 2025-09-16 EB 7324.0 ... -0.021027 eb2511 eb
13 2025-09-16 PG 4662.5 ... -0.047721 pg2511 pg
14 2025-09-16 LH 13400.0 ... -0.014179 lh2511 lh
15 2025-09-16 BZ 6032.0 ... 0.007626 bz2603 bz
16 2025-09-16 CF 15299.83 ... -0.091493 CF601 CF
17 2025-09-16 SR 5865.0 ... -0.052856 SR601 SR
18 2025-09-16 TA 4633.75 ... 0.012571 TA601 TA
19 2025-09-16 OI 10166.67 ... -0.018263 OI601 OI
20 2025-09-16 MA 2286.67 ... 0.046937 MA601 MA
21 2025-09-16 FG 1120.0 ... 0.103571 FG601 FG
22 2025-09-16 RM 2655.0 ... -0.051977 RM601 RM
23 2025-09-16 SF 5245.71 ... 0.096515 SF511 SF
24 2025-09-16 SM 5752.0 ... 0.036509 SM601 SM
25 2025-09-16 CY 23550.0 ... -0.152229 CY511 CY
26 2025-09-16 UR 1665.0 ... 0.015616 UR601 UR
27 2025-09-16 SA 1262.5 ... 0.05901 SA601 SA
28 2025-09-16 PF 6478.34 ... -0.01518 PF511 PF
29 2025-09-16 PX 7200.0 ... -0.057222 PX511 PX
30 2025-09-16 SH 866.0 ... 1.993072 SH601 SH
31 2025-09-16 PR 5932.5 ... -0.012221 PR511 PR
32 2025-09-16 CU 81196.67 ... -0.001314 cu2511 cu
33 2025-09-16 AL 20960.0 ... 0.002385 al2511 al
34 2025-09-16 ZN 22218.0 ... 0.004366 zn2511 zn
35 2025-09-16 PB 17031.25 ... 0.002862 pb2510 pb
36 2025-09-16 NI 123750.0 ... -0.006626 ni2511 ni
37 2025-09-16 SN 272712.5 ... 0.000101 sn2510 sn
38 2025-09-16 AU 837.1 ... 0.004372 au2512 au
39 2025-09-16 AG 10110.33 ... 0.000066 ag2512 ag
40 2025-09-16 RB 3148.0 ... 0.005718 rb2601 rb
41 2025-09-16 WR 3352.5 ... -0.01387 wr2510 wr
42 2025-09-16 HC 3430.0 ... -0.007872 hc2601 hc
43 2025-09-16 FU 5412.5 ... -0.482864 fu2601 fu
44 2025-09-16 BU 3630.0 ... -0.056474 bu2511 bu
45 2025-09-16 RU 15166.67 ... 0.054945 ru2601 ru
46 2025-09-16 SP 5716.67 ... -0.11242 sp2511 sp
47 2025-09-16 SS 13092.5 ... -0.002864 ss2511 ss
48 2025-09-16 BR 11960.0 ... -0.024247 br2511 br
49 2025-09-16 SI 9560.0 ... -0.061715 SI2511 si
50 2025-09-16 LC 71683.33 ... 0.027017 LC2511 lc
51 2025-09-16 PS 50666.67 ... 0.078224 PS2511 ps
[52 rows x 15 columns]
2025-09-17 18:25:52,367 - future_1d - INFO - save future_spot 2025-09-16 completed
2025-09-17 18:26:01,991 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-17, end_day=2025-09-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-17 C 2291.43 ... -0.056048 c2511 c
1 2025-09-17 A 4305.0 ... -0.090825 a2511 a
2 2025-09-17 M 3040.0 ... -0.006908 m2601 m
3 2025-09-17 Y 8448.0 ... -0.003078 y2601 y
4 2025-09-17 P 9466.0 ... 0.002958 p2601 p
5 2025-09-17 JD 4000.0 ... -0.2225 jd2511 jd
6 2025-09-17 L 7396.67 ... -0.019964 l2601 l
7 2025-09-17 V 4704.0 ... 0.05591 v2601 v
8 2025-09-17 PP 7113.33 ... -0.018463 pp2601 pp
9 2025-09-17 JM 1448.75 ... -0.151337 jm2601 jm
10 2025-09-17 I 807.56 ... -0.008123 i2601 i
11 2025-09-17 EG 4458.33 ... -0.037981 eg2601 eg
12 2025-09-17 EB 7334.0 ... -0.021543 eb2511 eb
13 2025-09-17 PG 4662.5 ... -0.049651 pg2511 pg
14 2025-09-17 LH 13350.0 ... -0.022097 lh2511 lh
15 2025-09-17 BZ 6048.67 ... 0.003361 bz2603 bz
16 2025-09-17 CF 15320.5 ... -0.09174 CF601 CF
17 2025-09-17 SR 5868.33 ... -0.05629 SR601 SR
18 2025-09-17 TA 4649.0 ... 0.01054 TA601 TA
19 2025-09-17 OI 10136.67 ... -0.008057 OI601 OI
20 2025-09-17 MA 2282.5 ... 0.042716 MA601 MA
21 2025-09-17 FG 1144.0 ... 0.079545 FG601 FG
22 2025-09-17 RM 2606.67 ... -0.046676 RM601 RM
23 2025-09-17 SF 5318.57 ... 0.076605 SF511 SF
24 2025-09-17 SM 5756.0 ... 0.034746 SM601 SM
25 2025-09-17 CY 23550.0 ... -0.151805 CY511 CY
26 2025-09-17 UR 1672.5 ... 0.005082 UR601 UR
27 2025-09-17 SA 1262.5 ... 0.055842 SA601 SA
28 2025-09-17 PF 6480.0 ... -0.015123 PF511 PF
29 2025-09-17 PX 7200.0 ... -0.058056 PX511 PX
30 2025-09-17 SH 856.0 ... 2.029206 SH601 SH
31 2025-09-17 PR 5917.5 ... -0.010393 PR511 PR
32 2025-09-17 CU 80603.33 ... 0.00182 cu2511 cu
33 2025-09-17 AL 20906.67 ... 0.003507 al2511 al
34 2025-09-17 ZN 22146.0 ... 0.006277 zn2511 zn
35 2025-09-17 PB 17018.75 ... 0.003599 pb2510 pb
36 2025-09-17 NI 122900.0 ... -0.006021 ni2511 ni
37 2025-09-17 SN 272137.5 ... 0.0035 sn2510 sn
38 2025-09-17 AU 835.95 ... 0.0064 au2512 au
39 2025-09-17 AG 9927.0 ... 0.010376 ag2512 ag
40 2025-09-17 RB 3148.0 ... 0.002224 rb2601 rb
41 2025-09-17 WR 3350.0 ... -0.018507 wr2510 wr
42 2025-09-17 HC 3450.0 ... -0.01913 hc2601 hc
43 2025-09-17 FU 5425.0 ... -0.477788 fu2601 fu
44 2025-09-17 BU 3630.0 ... -0.052617 bu2511 bu
45 2025-09-17 RU 15091.67 ... 0.053561 ru2601 ru
46 2025-09-17 SP 5716.67 ... -0.115919 sp2511 sp
47 2025-09-17 SS 13092.5 ... -0.01203 ss2511 ss
48 2025-09-17 BR 11950.0 ... -0.027615 br2511 br
49 2025-09-17 SI 9580.0 ... -0.068372 SI2511 si
50 2025-09-17 LC 72183.33 ... 0.017132 LC2511 lc
51 2025-09-17 PS 50666.67 ... 0.05523 PS2511 ps
[52 rows x 15 columns]
2025-09-17 18:26:02,165 - future_1d - INFO - save future_spot 2025-09-17 add
2025-09-17 18:26:02,173 - future_1d - INFO - 0 ... 4
date 2025-09-17 ... 2025-09-17
variety C ... P
spot_price 2291.43 ... 9466.0
near_contract c2511 ... p2510
near_contract_price 2163.0 ... 9408.0
dominant_contract c2511 ... p2601
dominant_contract_price 2163.0 ... 9494.0
near_month 2511 ... 2510
dominant_month 2511 ... 2601
near_basis -128.43 ... -58.0
dom_basis -128.43 ... 28.0
near_basis_rate -0.056 ... -0.0061
dom_basis_rate -0.056 ... 0.003
symbol c2511 ... p2601
comd c ... p
created_at 2025-09-17 18:26:02.124810 ... 2025-09-17 18:26:02.124810
updated_at 2025-09-17 18:26:02.125181 ... 2025-09-17 18:26:02.125181
[17 rows x 5 columns]