=========================================================================
2025-08-21 16:25:16 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-08-21 16:25:18,838 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-21 16:25:19,187 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-15, end_day=2025-08-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-15 C 2318.57 ... -0.05459 c2511 c
1 2025-08-15 A 4300.0 ... -0.059535 a2511 a
2 2025-08-15 M 3092.0 ... 0.014554 m2601 m
3 2025-08-15 Y 8608.0 ... -0.011152 y2601 y
4 2025-08-15 P 9428.0 ... -0.002333 p2601 p
5 2025-08-15 JD 3210.0 ... -0.005296 jd2510 jd
6 2025-08-15 L 7448.33 ... -0.014007 l2601 l
7 2025-08-15 V 4813.0 ... 0.062539 v2601 v
8 2025-08-15 PP 7246.67 ... -0.022586 pp2601 pp
9 2025-08-15 JM 1421.25 ... -0.139138 jm2601 jm
10 2025-08-15 I 786.67 ... -0.012292 i2601 i
11 2025-08-15 EG 4466.67 ... -0.010448 eg2601 eg
12 2025-08-15 EB 7596.0 ... -0.047525 eb2509 eb
13 2025-08-15 PG 4680.0 ... -0.073718 pg2510 pg
14 2025-08-15 LH 13870.0 ... 0.002884 lh2511 lh
15 2025-08-15 BZ 6215.33 ... -0.004397 bz2603 bz
16 2025-08-15 CF 15221.67 ... -0.073032 CF601 CF
17 2025-08-15 SR 5951.67 ... -0.051023 SR601 SR
18 2025-08-15 TA 4726.88 ... -0.003994 TA601 TA
19 2025-08-15 OI 9876.67 ... -0.009889 OI601 OI
20 2025-08-15 MA 2338.33 ... 0.039203 MA601 MA
21 2025-08-15 FG 1142.4 ... 0.067052 FG601 FG
22 2025-08-15 RM 2648.33 ... -0.03222 RM601 RM
23 2025-08-15 SF 5504.29 ... 0.072255 SF511 SF
24 2025-08-15 SM 5870.0 ... 0.038842 SM601 SM
25 2025-08-15 CY 23600.0 ... -0.144068 CY511 CY
26 2025-08-15 UR 1762.5 ... -0.015603 UR601 UR
27 2025-08-15 SA 1290.0 ... 0.091473 SA601 SA
28 2025-08-15 PF 6471.25 ... -0.012246 PF510 PF
29 2025-08-15 PX 7000.0 ... -0.045429 PX511 PX
30 2025-08-15 SH 856.0 ... 2.113318 SH511 SH
31 2025-08-15 PR 5947.5 ... -0.009332 PR511 PR
32 2025-08-15 CU 79285.0 ... -0.004099 cu2509 cu
33 2025-08-15 AL 20726.67 ... -0.000081 al2510 al
34 2025-08-15 ZN 22438.0 ... 0.004769 zn2510 zn
35 2025-08-15 PB 16756.25 ... 0.004103 pb2509 pb
36 2025-08-15 NI 121850.0 ... -0.008617 ni2510 ni
37 2025-08-15 SN 266137.5 ... 0.001588 sn2509 sn
38 2025-08-15 AU 772.26 ... 0.003781 au2510 au
39 2025-08-15 AG 9168.0 ... 0.004363 ag2510 ag
40 2025-08-15 RB 3272.0 ... -0.0272 rb2510 rb
41 2025-08-15 WR 3410.0 ... 0.002639 wr2510 wr
42 2025-08-15 HC 3480.0 ... -0.015517 hc2510 hc
43 2025-08-15 FU 5337.5 ... -0.483841 fu2601 fu
44 2025-08-15 BU 3670.0 ... -0.054223 bu2510 bu
45 2025-08-15 RU 14900.0 ... 0.05906 ru2601 ru
46 2025-08-15 SP 5876.67 ... -0.100851 sp2511 sp
47 2025-08-15 SS 13237.5 ... -0.016808 ss2510 ss
48 2025-08-15 BR 12000.0 ... -0.024167 br2510 br
49 2025-08-15 SI 9610.0 ... -0.102497 SI2511 si
50 2025-08-15 LC 81400.0 ... 0.04742 LC2511 lc
51 2025-08-15 PS 48666.67 ... 0.056164 PS2511 ps
[52 rows x 15 columns]
2025-08-21 16:25:19,364 - future_1d - INFO - save future_spot 2025-08-15 completed
2025-08-21 16:25:28,308 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-18, end_day=2025-08-18) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-18 C 2317.14 ... -0.05789 c2511 c
1 2025-08-18 A 4300.0 ... -0.056744 a2511 a
2 2025-08-18 M 3114.0 ... 0.010597 m2601 m
3 2025-08-18 Y 8598.0 ... -0.004187 y2601 y
4 2025-08-18 P 9626.0 ... -0.002078 p2601 p
5 2025-08-18 JD 3350.0 ... -0.064478 jd2510 jd
6 2025-08-18 L 7448.33 ... -0.014813 l2601 l
7 2025-08-18 V 4738.0 ... 0.069861 v2601 v
8 2025-08-18 PP 7230.0 ... -0.02379 pp2601 pp
9 2025-08-18 JM 1421.25 ... -0.14336 jm2601 jm
10 2025-08-18 I 789.78 ... -0.017448 i2601 i
11 2025-08-18 EG 4458.33 ... -0.015102 eg2601 eg
12 2025-08-18 EB 7568.0 ... -0.045322 eb2510 eb
13 2025-08-18 PG 4670.0 ... -0.077516 pg2510 pg
14 2025-08-18 LH 13850.0 ... 0.001805 lh2511 lh
15 2025-08-18 BZ 6145.33 ... 0.004177 bz2603 bz
16 2025-08-18 CF 15235.0 ... -0.073515 CF601 CF
17 2025-08-18 SR 5950.0 ... -0.049244 SR601 SR
18 2025-08-18 TA 4720.25 ... 0.001218 TA601 TA
19 2025-08-18 OI 9948.33 ... -0.010186 OI601 OI
20 2025-08-18 MA 2318.67 ... 0.035076 MA601 MA
21 2025-08-18 FG 1142.4 ... 0.066176 FG601 FG
22 2025-08-18 RM 2661.67 ... -0.031435 RM601 RM
23 2025-08-18 SF 5502.86 ... 0.069626 SF511 SF
24 2025-08-18 SM 5874.0 ... 0.040177 SM601 SM
25 2025-08-18 CY 23600.0 ... -0.145551 CY511 CY
26 2025-08-18 UR 1766.25 ... -0.006369 UR601 UR
27 2025-08-18 SA 1290.0 ... 0.08062 SA601 SA
28 2025-08-18 PF 6472.5 ... -0.009038 PF510 PF
29 2025-08-18 PX 7000.0 ... -0.042571 PX511 PX
30 2025-08-18 SH 860.0 ... 2.143023 SH511 SH
31 2025-08-18 PR 5975.0 ... -0.013222 PR511 PR
32 2025-08-18 CU 79310.0 ... -0.003657 cu2509 cu
33 2025-08-18 AL 20726.67 ... -0.006835 al2510 al
34 2025-08-18 ZN 22288.0 ... 0.004801 zn2510 zn
35 2025-08-18 PB 16743.75 ... 0.002762 pb2509 pb
36 2025-08-18 NI 121850.0 ... -0.008207 ni2510 ni
37 2025-08-18 SN 267100.0 ... -0.000899 sn2509 sn
38 2025-08-18 AU 772.26 ... 0.004921 au2510 au
39 2025-08-18 AG 9168.0 ... 0.004581 ag2510 ag
40 2025-08-18 RB 3267.0 ... -0.028773 rb2510 rb
41 2025-08-18 WR 3415.0 ... -0.006735 wr2510 wr
42 2025-08-18 HC 3510.0 ... -0.023077 hc2510 hc
43 2025-08-18 FU 5300.0 ... -0.484717 fu2601 fu
44 2025-08-18 BU 3680.0 ... -0.055978 bu2510 bu
45 2025-08-18 RU 14891.67 ... 0.062675 ru2601 ru
46 2025-08-18 SP 5876.67 ... -0.102213 sp2511 sp
47 2025-08-18 SS 13237.5 ... -0.016053 ss2510 ss
48 2025-08-18 BR 12000.0 ... -0.015833 br2510 br
49 2025-08-18 SI 9610.0 ... -0.091051 SI2511 si
50 2025-08-18 LC 81733.33 ... 0.09062 LC2511 lc
51 2025-08-18 PS 48666.67 ... 0.079589 PS2511 ps
[52 rows x 15 columns]
2025-08-21 16:25:28,466 - future_1d - INFO - save future_spot 2025-08-18 completed
2025-08-21 16:25:34,142 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-19, end_day=2025-08-19) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-19 C 2315.71 ... -0.060331 c2511 c
1 2025-08-19 A 4300.0 ... -0.057674 a2511 a
2 2025-08-19 M 3122.0 ... 0.014414 m2601 m
3 2025-08-19 Y 8598.0 ... -0.00535 y2601 y
4 2025-08-19 P 9690.0 ... -0.003096 p2601 p
5 2025-08-19 JD 3365.0 ... -0.083804 jd2510 jd
6 2025-08-19 L 7438.33 ... -0.015908 l2601 l
7 2025-08-19 V 4714.0 ... 0.064701 v2601 v
8 2025-08-19 PP 7218.33 ... -0.026368 pp2601 pp
9 2025-08-19 JM 1421.25 ... -0.160246 jm2601 jm
10 2025-08-19 I 780.78 ... -0.013166 i2601 i
11 2025-08-19 EG 4458.33 ... -0.011738 eg2601 eg
12 2025-08-19 EB 7572.0 ... -0.043978 eb2510 eb
13 2025-08-19 PG 4660.0 ... -0.074249 pg2510 pg
14 2025-08-19 LH 13850.0 ... 0.001805 lh2511 lh
15 2025-08-19 BZ 6145.33 ... 0.007269 bz2603 bz
16 2025-08-19 CF 15244.5 ... -0.073436 CF601 CF
17 2025-08-19 SR 5951.67 ... -0.046822 SR601 SR
18 2025-08-19 TA 4726.0 ... 0.004232 TA601 TA
19 2025-08-19 OI 9966.67 ... -0.007291 OI601 OI
20 2025-08-19 MA 2301.67 ... 0.036639 MA601 MA
21 2025-08-19 FG 1142.4 ... 0.06355 FG601 FG
22 2025-08-19 RM 2671.67 ... -0.022709 RM601 RM
23 2025-08-19 SF 5398.57 ... 0.05991 SF511 SF
24 2025-08-19 SM 5840.0 ... 0.02226 SM601 SM
25 2025-08-19 CY 23550.0 ... -0.144161 CY511 CY
26 2025-08-19 UR 1766.25 ... 0.01288 UR601 UR
27 2025-08-19 SA 1290.0 ... 0.068217 SA601 SA
28 2025-08-19 PF 6485.0 ... -0.005089 PF510 PF
29 2025-08-19 PX 7000.0 ... -0.029714 PX511 PX
30 2025-08-19 SH 860.0 ... 2.101163 SH511 SH
31 2025-08-19 PR 6000.0 ... -0.014 PR511 PR
32 2025-08-19 CU 79103.33 ... -0.002823 cu2509 cu
33 2025-08-19 AL 20606.67 ... -0.001537 al2510 al
34 2025-08-19 ZN 22178.0 ... 0.003021 zn2510 zn
35 2025-08-19 PB 16756.25 ... 0.003208 pb2509 pb
36 2025-08-19 NI 121933.33 ... -0.010853 ni2510 ni
37 2025-08-19 SN 266237.5 ... 0.001024 sn2509 sn
38 2025-08-19 AU 772.18 ... 0.004118 au2510 au
39 2025-08-19 AG 9160.33 ... 0.00575 ag2510 ag
40 2025-08-19 RB 3246.0 ... -0.031423 rb2510 rb
41 2025-08-19 WR 3405.0 ... -0.009398 wr2510 wr
42 2025-08-19 HC 3483.33 ... -0.01732 hc2510 hc
43 2025-08-19 FU 5275.0 ... -0.48455 fu2601 fu
44 2025-08-19 BU 3670.0 ... -0.059946 bu2510 bu
45 2025-08-19 RU 14958.33 ... 0.061616 ru2601 ru
46 2025-08-19 SP 5850.0 ... -0.107692 sp2511 sp
47 2025-08-19 SS 13237.5 ... -0.023607 ss2510 ss
48 2025-08-19 BR 12000.0 ... -0.01125 br2510 br
49 2025-08-19 SI 9610.0 ... -0.100937 SI2511 si
50 2025-08-19 LC 82733.33 ... 0.0639 LC2511 lc
51 2025-08-19 PS 48666.67 ... 0.071473 PS2511 ps
[52 rows x 15 columns]
2025-08-21 16:25:34,298 - future_1d - INFO - save future_spot 2025-08-19 completed
2025-08-21 16:25:41,738 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-20, end_day=2025-08-20) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-20 C 2315.71 ... -0.06465 c2511 c
1 2025-08-20 A 4300.0 ... -0.064651 a2511 a
2 2025-08-20 M 3124.0 ... 0.007042 m2601 m
3 2025-08-20 Y 8498.0 ... -0.010591 y2601 y
4 2025-08-20 P 9528.0 ... -0.00105 p2601 p
5 2025-08-20 JD 3365.0 ... -0.08529 jd2510 jd
6 2025-08-20 L 7433.33 ... -0.017668 l2601 l
7 2025-08-20 V 4710.0 ... 0.059236 v2601 v
8 2025-08-20 PP 7215.0 ... -0.028136 pp2601 pp
9 2025-08-20 JM 1421.25 ... -0.180651 jm2601 jm
10 2025-08-20 I 778.0 ... -0.01671 i2601 i
11 2025-08-20 EG 4466.67 ... -0.003284 eg2601 eg
12 2025-08-20 EB 7572.0 ... -0.045959 eb2510 eb
13 2025-08-20 PG 4660.0 ... -0.074034 pg2510 pg
14 2025-08-20 LH 13850.0 ... -0.004332 lh2511 lh
15 2025-08-20 BZ 6172.0 ... 0.00081 bz2603 bz
16 2025-08-20 CF 15239.33 ... -0.08034 CF601 CF
17 2025-08-20 SR 5950.0 ... -0.048908 SR601 SR
18 2025-08-20 TA 4727.0 ... 0.003173 TA601 TA
19 2025-08-20 OI 9936.67 ... -0.013754 OI601 OI
20 2025-08-20 MA 2310.0 ... 0.042424 MA601 MA
21 2025-08-20 FG 1142.4 ... 0.020658 FG601 FG
22 2025-08-20 RM 2633.33 ... -0.015315 RM601 RM
23 2025-08-20 SF 5351.43 ... 0.051308 SF511 SF
24 2025-08-20 SM 5810.0 ... 0.005852 SM601 SM
25 2025-08-20 CY 23550.0 ... -0.14862 CY511 CY
26 2025-08-20 UR 1782.5 ... 0.003086 UR601 UR
27 2025-08-20 SA 1290.0 ... 0.023256 SA601 SA
28 2025-08-20 PF 6473.13 ... -0.003264 PF510 PF
29 2025-08-20 PX 7000.0 ... -0.031143 PX511 PX
30 2025-08-20 SH 860.0 ... 2.07907 SH511 SH
31 2025-08-20 PR 6000.0 ... -0.014333 PR511 PR
32 2025-08-20 CU 78748.33 ... -0.002519 cu2510 cu
33 2025-08-20 AL 20606.67 ... -0.005662 al2510 al
34 2025-08-20 ZN 22142.0 ... 0.003071 zn2510 zn
35 2025-08-20 PB 16668.75 ... 0.003675 pb2509 pb
36 2025-08-20 NI 121933.33 ... -0.014297 ni2510 ni
37 2025-08-20 SN 268012.5 ... 0.001595 sn2509 sn
38 2025-08-20 AU 772.18 ... 0.000803 au2510 au
39 2025-08-20 AG 9160.33 ... -0.00604 ag2510 ag
40 2025-08-20 RB 3242.0 ... -0.037014 rb2510 rb
41 2025-08-20 WR 3392.5 ... -0.00958 wr2510 wr
42 2025-08-20 HC 3436.67 ... -0.01358 hc2510 hc
43 2025-08-20 FU 5237.5 ... -0.483532 fu2601 fu
44 2025-08-20 BU 3673.33 ... -0.060253 bu2510 bu
45 2025-08-20 RU 14875.0 ... 0.049076 ru2601 ru
46 2025-08-20 SP 5850.0 ... -0.122051 sp2511 sp
47 2025-08-20 SS 13237.5 ... -0.030784 ss2510 ss
48 2025-08-20 BR 12000.0 ... -0.037083 br2510 br
49 2025-08-20 SI 9530.0 ... -0.125918 SI2511 si
50 2025-08-20 LC 83733.33 ... -0.009952 LC2511 lc
51 2025-08-20 PS 48666.67 ... 0.045479 PS2511 ps
[52 rows x 15 columns]
2025-08-21 16:25:41,893 - future_1d - INFO - save future_spot 2025-08-20 completed
2025-08-21 16:25:45,647 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-21, end_day=2025-08-21) done
2025-08-21 16:25:45,662 - future_1d - INFO - save future_spot 2025-08-21 failed
=========================================================================
2025-08-21 18:25:44 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-08-21 18:25:46,464 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-21 18:25:46,796 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-15, end_day=2025-08-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-15 C 2318.57 ... -0.05459 c2511 c
1 2025-08-15 A 4300.0 ... -0.059535 a2511 a
2 2025-08-15 M 3092.0 ... 0.014554 m2601 m
3 2025-08-15 Y 8608.0 ... -0.011152 y2601 y
4 2025-08-15 P 9428.0 ... -0.002333 p2601 p
5 2025-08-15 JD 3210.0 ... -0.005296 jd2510 jd
6 2025-08-15 L 7448.33 ... -0.014007 l2601 l
7 2025-08-15 V 4813.0 ... 0.062539 v2601 v
8 2025-08-15 PP 7246.67 ... -0.022586 pp2601 pp
9 2025-08-15 JM 1421.25 ... -0.139138 jm2601 jm
10 2025-08-15 I 786.67 ... -0.012292 i2601 i
11 2025-08-15 EG 4466.67 ... -0.010448 eg2601 eg
12 2025-08-15 EB 7596.0 ... -0.047525 eb2509 eb
13 2025-08-15 PG 4680.0 ... -0.073718 pg2510 pg
14 2025-08-15 LH 13870.0 ... 0.002884 lh2511 lh
15 2025-08-15 BZ 6215.33 ... -0.004397 bz2603 bz
16 2025-08-15 CF 15221.67 ... -0.073032 CF601 CF
17 2025-08-15 SR 5951.67 ... -0.051023 SR601 SR
18 2025-08-15 TA 4726.88 ... -0.003994 TA601 TA
19 2025-08-15 OI 9876.67 ... -0.009889 OI601 OI
20 2025-08-15 MA 2338.33 ... 0.039203 MA601 MA
21 2025-08-15 FG 1142.4 ... 0.067052 FG601 FG
22 2025-08-15 RM 2648.33 ... -0.03222 RM601 RM
23 2025-08-15 SF 5504.29 ... 0.072255 SF511 SF
24 2025-08-15 SM 5870.0 ... 0.038842 SM601 SM
25 2025-08-15 CY 23600.0 ... -0.144068 CY511 CY
26 2025-08-15 UR 1762.5 ... -0.015603 UR601 UR
27 2025-08-15 SA 1290.0 ... 0.091473 SA601 SA
28 2025-08-15 PF 6471.25 ... -0.012246 PF510 PF
29 2025-08-15 PX 7000.0 ... -0.045429 PX511 PX
30 2025-08-15 SH 856.0 ... 2.113318 SH511 SH
31 2025-08-15 PR 5947.5 ... -0.009332 PR511 PR
32 2025-08-15 CU 79285.0 ... -0.004099 cu2509 cu
33 2025-08-15 AL 20726.67 ... -0.000081 al2510 al
34 2025-08-15 ZN 22438.0 ... 0.004769 zn2510 zn
35 2025-08-15 PB 16756.25 ... 0.004103 pb2509 pb
36 2025-08-15 NI 121850.0 ... -0.008617 ni2510 ni
37 2025-08-15 SN 266137.5 ... 0.001588 sn2509 sn
38 2025-08-15 AU 772.26 ... 0.003781 au2510 au
39 2025-08-15 AG 9168.0 ... 0.004363 ag2510 ag
40 2025-08-15 RB 3272.0 ... -0.0272 rb2510 rb
41 2025-08-15 WR 3410.0 ... 0.002639 wr2510 wr
42 2025-08-15 HC 3480.0 ... -0.015517 hc2510 hc
43 2025-08-15 FU 5337.5 ... -0.483841 fu2601 fu
44 2025-08-15 BU 3670.0 ... -0.054223 bu2510 bu
45 2025-08-15 RU 14900.0 ... 0.05906 ru2601 ru
46 2025-08-15 SP 5876.67 ... -0.100851 sp2511 sp
47 2025-08-15 SS 13237.5 ... -0.016808 ss2510 ss
48 2025-08-15 BR 12000.0 ... -0.024167 br2510 br
49 2025-08-15 SI 9610.0 ... -0.102497 SI2511 si
50 2025-08-15 LC 81400.0 ... 0.04742 LC2511 lc
51 2025-08-15 PS 48666.67 ... 0.056164 PS2511 ps
[52 rows x 15 columns]
2025-08-21 18:25:46,970 - future_1d - INFO - save future_spot 2025-08-15 completed
2025-08-21 18:25:50,641 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-18, end_day=2025-08-18) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-18 C 2317.14 ... -0.05789 c2511 c
1 2025-08-18 A 4300.0 ... -0.056744 a2511 a
2 2025-08-18 M 3114.0 ... 0.010597 m2601 m
3 2025-08-18 Y 8598.0 ... -0.004187 y2601 y
4 2025-08-18 P 9626.0 ... -0.002078 p2601 p
5 2025-08-18 JD 3350.0 ... -0.064478 jd2510 jd
6 2025-08-18 L 7448.33 ... -0.014813 l2601 l
7 2025-08-18 V 4738.0 ... 0.069861 v2601 v
8 2025-08-18 PP 7230.0 ... -0.02379 pp2601 pp
9 2025-08-18 JM 1421.25 ... -0.14336 jm2601 jm
10 2025-08-18 I 789.78 ... -0.017448 i2601 i
11 2025-08-18 EG 4458.33 ... -0.015102 eg2601 eg
12 2025-08-18 EB 7568.0 ... -0.045322 eb2510 eb
13 2025-08-18 PG 4670.0 ... -0.077516 pg2510 pg
14 2025-08-18 LH 13850.0 ... 0.001805 lh2511 lh
15 2025-08-18 BZ 6145.33 ... 0.004177 bz2603 bz
16 2025-08-18 CF 15235.0 ... -0.073515 CF601 CF
17 2025-08-18 SR 5950.0 ... -0.049244 SR601 SR
18 2025-08-18 TA 4720.25 ... 0.001218 TA601 TA
19 2025-08-18 OI 9948.33 ... -0.010186 OI601 OI
20 2025-08-18 MA 2318.67 ... 0.035076 MA601 MA
21 2025-08-18 FG 1142.4 ... 0.066176 FG601 FG
22 2025-08-18 RM 2661.67 ... -0.031435 RM601 RM
23 2025-08-18 SF 5502.86 ... 0.069626 SF511 SF
24 2025-08-18 SM 5874.0 ... 0.040177 SM601 SM
25 2025-08-18 CY 23600.0 ... -0.145551 CY511 CY
26 2025-08-18 UR 1766.25 ... -0.006369 UR601 UR
27 2025-08-18 SA 1290.0 ... 0.08062 SA601 SA
28 2025-08-18 PF 6472.5 ... -0.009038 PF510 PF
29 2025-08-18 PX 7000.0 ... -0.042571 PX511 PX
30 2025-08-18 SH 860.0 ... 2.143023 SH511 SH
31 2025-08-18 PR 5975.0 ... -0.013222 PR511 PR
32 2025-08-18 CU 79310.0 ... -0.003657 cu2509 cu
33 2025-08-18 AL 20726.67 ... -0.006835 al2510 al
34 2025-08-18 ZN 22288.0 ... 0.004801 zn2510 zn
35 2025-08-18 PB 16743.75 ... 0.002762 pb2509 pb
36 2025-08-18 NI 121850.0 ... -0.008207 ni2510 ni
37 2025-08-18 SN 267100.0 ... -0.000899 sn2509 sn
38 2025-08-18 AU 772.26 ... 0.004921 au2510 au
39 2025-08-18 AG 9168.0 ... 0.004581 ag2510 ag
40 2025-08-18 RB 3267.0 ... -0.028773 rb2510 rb
41 2025-08-18 WR 3415.0 ... -0.006735 wr2510 wr
42 2025-08-18 HC 3510.0 ... -0.023077 hc2510 hc
43 2025-08-18 FU 5300.0 ... -0.484717 fu2601 fu
44 2025-08-18 BU 3680.0 ... -0.055978 bu2510 bu
45 2025-08-18 RU 14891.67 ... 0.062675 ru2601 ru
46 2025-08-18 SP 5876.67 ... -0.102213 sp2511 sp
47 2025-08-18 SS 13237.5 ... -0.016053 ss2510 ss
48 2025-08-18 BR 12000.0 ... -0.015833 br2510 br
49 2025-08-18 SI 9610.0 ... -0.091051 SI2511 si
50 2025-08-18 LC 81733.33 ... 0.09062 LC2511 lc
51 2025-08-18 PS 48666.67 ... 0.079589 PS2511 ps
[52 rows x 15 columns]
2025-08-21 18:25:50,854 - future_1d - INFO - save future_spot 2025-08-18 completed
2025-08-21 18:25:58,180 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-19, end_day=2025-08-19) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-19 C 2315.71 ... -0.060331 c2511 c
1 2025-08-19 A 4300.0 ... -0.057674 a2511 a
2 2025-08-19 M 3122.0 ... 0.014414 m2601 m
3 2025-08-19 Y 8598.0 ... -0.00535 y2601 y
4 2025-08-19 P 9690.0 ... -0.003096 p2601 p
5 2025-08-19 JD 3365.0 ... -0.083804 jd2510 jd
6 2025-08-19 L 7438.33 ... -0.015908 l2601 l
7 2025-08-19 V 4714.0 ... 0.064701 v2601 v
8 2025-08-19 PP 7218.33 ... -0.026368 pp2601 pp
9 2025-08-19 JM 1421.25 ... -0.160246 jm2601 jm
10 2025-08-19 I 780.78 ... -0.013166 i2601 i
11 2025-08-19 EG 4458.33 ... -0.011738 eg2601 eg
12 2025-08-19 EB 7572.0 ... -0.043978 eb2510 eb
13 2025-08-19 PG 4660.0 ... -0.074249 pg2510 pg
14 2025-08-19 LH 13850.0 ... 0.001805 lh2511 lh
15 2025-08-19 BZ 6145.33 ... 0.007269 bz2603 bz
16 2025-08-19 CF 15244.5 ... -0.073436 CF601 CF
17 2025-08-19 SR 5951.67 ... -0.046822 SR601 SR
18 2025-08-19 TA 4726.0 ... 0.004232 TA601 TA
19 2025-08-19 OI 9966.67 ... -0.007291 OI601 OI
20 2025-08-19 MA 2301.67 ... 0.036639 MA601 MA
21 2025-08-19 FG 1142.4 ... 0.06355 FG601 FG
22 2025-08-19 RM 2671.67 ... -0.022709 RM601 RM
23 2025-08-19 SF 5398.57 ... 0.05991 SF511 SF
24 2025-08-19 SM 5840.0 ... 0.02226 SM601 SM
25 2025-08-19 CY 23550.0 ... -0.144161 CY511 CY
26 2025-08-19 UR 1766.25 ... 0.01288 UR601 UR
27 2025-08-19 SA 1290.0 ... 0.068217 SA601 SA
28 2025-08-19 PF 6485.0 ... -0.005089 PF510 PF
29 2025-08-19 PX 7000.0 ... -0.029714 PX511 PX
30 2025-08-19 SH 860.0 ... 2.101163 SH511 SH
31 2025-08-19 PR 6000.0 ... -0.014 PR511 PR
32 2025-08-19 CU 79103.33 ... -0.002823 cu2509 cu
33 2025-08-19 AL 20606.67 ... -0.001537 al2510 al
34 2025-08-19 ZN 22178.0 ... 0.003021 zn2510 zn
35 2025-08-19 PB 16756.25 ... 0.003208 pb2509 pb
36 2025-08-19 NI 121933.33 ... -0.010853 ni2510 ni
37 2025-08-19 SN 266237.5 ... 0.001024 sn2509 sn
38 2025-08-19 AU 772.18 ... 0.004118 au2510 au
39 2025-08-19 AG 9160.33 ... 0.00575 ag2510 ag
40 2025-08-19 RB 3246.0 ... -0.031423 rb2510 rb
41 2025-08-19 WR 3405.0 ... -0.009398 wr2510 wr
42 2025-08-19 HC 3483.33 ... -0.01732 hc2510 hc
43 2025-08-19 FU 5275.0 ... -0.48455 fu2601 fu
44 2025-08-19 BU 3670.0 ... -0.059946 bu2510 bu
45 2025-08-19 RU 14958.33 ... 0.061616 ru2601 ru
46 2025-08-19 SP 5850.0 ... -0.107692 sp2511 sp
47 2025-08-19 SS 13237.5 ... -0.023607 ss2510 ss
48 2025-08-19 BR 12000.0 ... -0.01125 br2510 br
49 2025-08-19 SI 9610.0 ... -0.100937 SI2511 si
50 2025-08-19 LC 82733.33 ... 0.0639 LC2511 lc
51 2025-08-19 PS 48666.67 ... 0.071473 PS2511 ps
[52 rows x 15 columns]
2025-08-21 18:25:58,335 - future_1d - INFO - save future_spot 2025-08-19 completed
2025-08-21 18:26:02,398 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-20, end_day=2025-08-20) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-20 C 2315.71 ... -0.06465 c2511 c
1 2025-08-20 A 4300.0 ... -0.064651 a2511 a
2 2025-08-20 M 3124.0 ... 0.007042 m2601 m
3 2025-08-20 Y 8498.0 ... -0.010591 y2601 y
4 2025-08-20 P 9528.0 ... -0.00105 p2601 p
5 2025-08-20 JD 3365.0 ... -0.08529 jd2510 jd
6 2025-08-20 L 7433.33 ... -0.017668 l2601 l
7 2025-08-20 V 4710.0 ... 0.059236 v2601 v
8 2025-08-20 PP 7215.0 ... -0.028136 pp2601 pp
9 2025-08-20 JM 1421.25 ... -0.180651 jm2601 jm
10 2025-08-20 I 778.0 ... -0.01671 i2601 i
11 2025-08-20 EG 4466.67 ... -0.003284 eg2601 eg
12 2025-08-20 EB 7572.0 ... -0.045959 eb2510 eb
13 2025-08-20 PG 4660.0 ... -0.074034 pg2510 pg
14 2025-08-20 LH 13850.0 ... -0.004332 lh2511 lh
15 2025-08-20 BZ 6172.0 ... 0.00081 bz2603 bz
16 2025-08-20 CF 15239.33 ... -0.08034 CF601 CF
17 2025-08-20 SR 5950.0 ... -0.048908 SR601 SR
18 2025-08-20 TA 4727.0 ... 0.003173 TA601 TA
19 2025-08-20 OI 9936.67 ... -0.013754 OI601 OI
20 2025-08-20 MA 2310.0 ... 0.042424 MA601 MA
21 2025-08-20 FG 1142.4 ... 0.020658 FG601 FG
22 2025-08-20 RM 2633.33 ... -0.015315 RM601 RM
23 2025-08-20 SF 5351.43 ... 0.051308 SF511 SF
24 2025-08-20 SM 5810.0 ... 0.005852 SM601 SM
25 2025-08-20 CY 23550.0 ... -0.14862 CY511 CY
26 2025-08-20 UR 1782.5 ... 0.003086 UR601 UR
27 2025-08-20 SA 1290.0 ... 0.023256 SA601 SA
28 2025-08-20 PF 6473.13 ... -0.003264 PF510 PF
29 2025-08-20 PX 7000.0 ... -0.031143 PX511 PX
30 2025-08-20 SH 860.0 ... 2.07907 SH511 SH
31 2025-08-20 PR 6000.0 ... -0.014333 PR511 PR
32 2025-08-20 CU 78748.33 ... -0.002519 cu2510 cu
33 2025-08-20 AL 20606.67 ... -0.005662 al2510 al
34 2025-08-20 ZN 22142.0 ... 0.003071 zn2510 zn
35 2025-08-20 PB 16668.75 ... 0.003675 pb2509 pb
36 2025-08-20 NI 121933.33 ... -0.014297 ni2510 ni
37 2025-08-20 SN 268012.5 ... 0.001595 sn2509 sn
38 2025-08-20 AU 772.18 ... 0.000803 au2510 au
39 2025-08-20 AG 9160.33 ... -0.00604 ag2510 ag
40 2025-08-20 RB 3242.0 ... -0.037014 rb2510 rb
41 2025-08-20 WR 3392.5 ... -0.00958 wr2510 wr
42 2025-08-20 HC 3436.67 ... -0.01358 hc2510 hc
43 2025-08-20 FU 5237.5 ... -0.483532 fu2601 fu
44 2025-08-20 BU 3673.33 ... -0.060253 bu2510 bu
45 2025-08-20 RU 14875.0 ... 0.049076 ru2601 ru
46 2025-08-20 SP 5850.0 ... -0.122051 sp2511 sp
47 2025-08-20 SS 13237.5 ... -0.030784 ss2510 ss
48 2025-08-20 BR 12000.0 ... -0.037083 br2510 br
49 2025-08-20 SI 9530.0 ... -0.125918 SI2511 si
50 2025-08-20 LC 83733.33 ... -0.009952 LC2511 lc
51 2025-08-20 PS 48666.67 ... 0.045479 PS2511 ps
[52 rows x 15 columns]
2025-08-21 18:26:02,552 - future_1d - INFO - save future_spot 2025-08-20 completed
2025-08-21 18:26:08,815 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-21, end_day=2025-08-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-21 C 2311.43 ... -0.062052 c2511 c
1 2025-08-21 A 4300.0 ... -0.066744 a2511 a
2 2025-08-21 M 3118.0 ... 0.003207 m2601 m
3 2025-08-21 Y 8468.0 ... -0.007558 y2601 y
4 2025-08-21 P 9550.0 ... 0.000419 p2601 p
5 2025-08-21 JD 3335.0 ... -0.089955 jd2510 jd
6 2025-08-21 L 7436.67 ... -0.008293 l2601 l
7 2025-08-21 V 4724.0 ... 0.060542 v2601 v
8 2025-08-21 PP 7198.33 ... -0.021579 pp2601 pp
9 2025-08-21 JM 1421.25 ... -0.181003 jm2601 jm
10 2025-08-21 I 785.33 ... -0.012517 i2601 i
11 2025-08-21 EG 4495.0 ... -0.005117 eg2601 eg
12 2025-08-21 EB 7582.0 ... -0.041546 eb2510 eb
13 2025-08-21 PG 4675.0 ... -0.061818 pg2510 pg
14 2025-08-21 LH 13850.0 ... -0.005776 lh2511 lh
15 2025-08-21 BZ 6152.0 ... 0.007315 bz2603 bz
16 2025-08-21 CF 15210.67 ... -0.076964 CF601 CF
17 2025-08-21 SR 5950.0 ... -0.043529 SR601 SR
18 2025-08-21 TA 4771.0 ... 0.012786 TA601 TA
19 2025-08-21 OI 9906.67 ... -0.010263 OI601 OI
20 2025-08-21 MA 2308.83 ... 0.047717 MA601 MA
21 2025-08-21 FG 1114.4 ... 0.044508 FG601 FG
22 2025-08-21 RM 2606.67 ... -0.008697 RM601 RM
23 2025-08-21 SF 5351.43 ... 0.053176 SF511 SF
24 2025-08-21 SM 5790.0 ... 0.009672 SM601 SM
25 2025-08-21 CY 23550.0 ... -0.147558 CY511 CY
26 2025-08-21 UR 1780.0 ... -0.003933 UR601 UR
27 2025-08-21 SA 1290.0 ... 0.017054 SA601 SA
28 2025-08-21 PF 6528.54 ... 0.006351 PF510 PF
29 2025-08-21 PX 7000.0 ... -0.012 PX511 PX
30 2025-08-21 SH 860.0 ... 2.123256 SH601 SH
31 2025-08-21 PR 6000.0 ... 0.004333 PR511 PR
32 2025-08-21 CU 78795.0 ... -0.002856 cu2510 cu
33 2025-08-21 AL 20696.67 ... -0.004671 al2510 al
34 2025-08-21 ZN 22214.0 ... 0.003196 zn2510 zn
35 2025-08-21 PB 16737.5 ... 0.001344 pb2509 pb
36 2025-08-21 NI 121433.33 ... -0.010239 ni2510 ni
37 2025-08-21 SN 266850.0 ... 0.002998 sn2509 sn
38 2025-08-21 AU 771.99 ... 0.005402 au2510 au
39 2025-08-21 AG 9152.67 ... 0.000692 ag2510 ag
40 2025-08-21 RB 3246.0 ... -0.035736 rb2510 rb
41 2025-08-21 WR 3392.5 ... -0.008401 wr2510 wr
42 2025-08-21 HC 3446.67 ... -0.016442 hc2510 hc
43 2025-08-21 FU 5250.0 ... -0.482286 fu2601 fu
44 2025-08-21 BU 3673.33 ... -0.059437 bu2510 bu
45 2025-08-21 RU 14950.0 ... 0.055184 ru2601 ru
46 2025-08-21 SP 5833.33 ... -0.121257 sp2511 sp
47 2025-08-21 SS 13237.5 ... -0.031917 ss2510 ss
48 2025-08-21 BR 12020.0 ... -0.019135 br2510 br
49 2025-08-21 SI 9530.0 ... -0.098111 SI2511 si
50 2025-08-21 LC 82733.33 ... -0.001612 LC2511 lc
51 2025-08-21 PS 48666.67 ... 0.069212 PS2511 ps
[52 rows x 15 columns]
2025-08-21 18:26:08,987 - future_1d - INFO - save future_spot 2025-08-21 add
2025-08-21 18:26:08,994 - future_1d - INFO - 0 ... 4
date 2025-08-21 ... 2025-08-21
variety C ... P
spot_price 2311.43 ... 9550.0
near_contract c2509 ... p2509
near_contract_price 2220.0 ... 9482.0
dominant_contract c2511 ... p2601
dominant_contract_price 2168.0 ... 9554.0
near_month 2509 ... 2509
dominant_month 2511 ... 2601
near_basis -91.43 ... -68.0
dom_basis -143.43 ... 4.0
near_basis_rate -0.0396 ... -0.0071
dom_basis_rate -0.0621 ... 0.0004
symbol c2511 ... p2601
comd c ... p
created_at 2025-08-21 18:26:08.947345 ... 2025-08-21 18:26:08.947345
updated_at 2025-08-21 18:26:08.947734 ... 2025-08-21 18:26:08.947734
[17 rows x 5 columns]