=========================================================================
2025-08-25 16:25:40 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-08-25 16:25:42,737 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-25 16:25:43,063 - 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]
2025-08-25 16:25:43,242 - future_1d - INFO - save future_spot 2025-08-19 completed
2025-08-25 16:25:50,198 - 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]
2025-08-25 16:25:50,363 - future_1d - INFO - save future_spot 2025-08-20 completed
2025-08-25 16:25:58,922 - 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]
2025-08-25 16:25:59,086 - future_1d - INFO - save future_spot 2025-08-21 completed
2025-08-25 16:26:09,512 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-22, end_day=2025-08-22) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-22 C 2311.43 ... -0.066811 c2511 c
1 2025-08-22 A 4300.0 ... -0.072326 a2511 a
2 2025-08-22 M 3102.0 ... -0.002579 m2601 m
3 2025-08-22 Y 8528.0 ... -0.010319 y2601 y
4 2025-08-22 P 9570.0 ... -0.002508 p2601 p
5 2025-08-22 JD 3300.0 ... -0.08303 jd2510 jd
6 2025-08-22 L 7436.67 ... -0.006948 l2601 l
7 2025-08-22 V 4720.0 ... 0.060169 v2601 v
8 2025-08-22 PP 7198.33 ... -0.02144 pp2601 pp
9 2025-08-22 JM 1421.25 ... -0.196834 jm2601 jm
10 2025-08-22 I 783.89 ... -0.018357 i2601 i
11 2025-08-22 EG 4491.67 ... -0.003043 eg2601 eg
12 2025-08-22 EB 7594.0 ... -0.032657 eb2510 eb
13 2025-08-22 PG 4707.5 ... -0.067021 pg2510 pg
14 2025-08-22 LH 13830.0 ... 0.003977 lh2511 lh
15 2025-08-22 BZ 6172.0 ... 0.006805 bz2603 bz
16 2025-08-22 CF 15245.83 ... -0.080732 CF601 CF
17 2025-08-22 SR 5956.67 ... -0.047622 SR601 SR
18 2025-08-22 TA 4771.0 ... 0.019493 TA601 TA
19 2025-08-22 OI 9985.0 ... -0.01312 OI601 OI
20 2025-08-22 MA 2305.0 ... 0.045553 MA601 MA
21 2025-08-22 FG 1114.4 ... 0.045406 FG601 FG
22 2025-08-22 RM 2588.33 ... -0.015581 RM601 RM
23 2025-08-22 SF 5311.43 ... 0.059978 SF511 SF
24 2025-08-22 SM 5784.0 ... 0.004149 SM601 SM
25 2025-08-22 CY 23550.0 ... -0.147558 CY511 CY
26 2025-08-22 UR 1775.0 ... -0.015211 UR601 UR
27 2025-08-22 SA 1290.0 ... 0.018605 SA601 SA
28 2025-08-22 PF 6562.92 ... 0.007783 PF510 PF
29 2025-08-22 PX 7000.0 ... -0.004857 PX511 PX
30 2025-08-22 SH 862.0 ... 2.162413 SH601 SH
31 2025-08-22 PR 6000.0 ... 0.008333 PR511 PR
32 2025-08-22 CU 78855.0 ... -0.001966 cu2510 cu
33 2025-08-22 AL 20696.67 ... -0.001289 al2510 al
34 2025-08-22 ZN 22186.0 ... 0.002659 zn2510 zn
35 2025-08-22 PB 16718.75 ... 0.002766 pb2510 pb
36 2025-08-22 NI 120866.67 ... -0.010397 ni2510 ni
37 2025-08-22 SN 266212.5 ... 0.001193 sn2510 sn
38 2025-08-22 AU 771.74 ... 0.005028 au2510 au
39 2025-08-22 AG 9205.67 ... 0.001557 ag2510 ag
40 2025-08-22 RB 3242.0 ... -0.038865 rb2510 rb
41 2025-08-22 WR 3382.5 ... -0.006652 wr2510 wr
42 2025-08-22 HC 3406.67 ... -0.014287 hc2510 hc
43 2025-08-22 FU 5287.5 ... -0.479905 fu2601 fu
44 2025-08-22 BU 3690.0 ... -0.057182 bu2510 bu
45 2025-08-22 RU 14758.33 ... 0.05974 ru2601 ru
46 2025-08-22 SP 5816.67 ... -0.124585 sp2511 sp
47 2025-08-22 SS 13137.5 ... -0.029115 ss2510 ss
48 2025-08-22 BR 12020.0 ... -0.026622 br2510 br
49 2025-08-22 SI 9530.0 ... -0.090241 SI2511 si
50 2025-08-22 LC 83733.33 ... -0.049124 LC2511 lc
51 2025-08-22 PS 48666.67 ... 0.052157 PS2511 ps
[52 rows x 15 columns]
2025-08-25 16:26:09,670 - future_1d - INFO - save future_spot 2025-08-22 completed
2025-08-25 16:26:20,617 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-25, end_day=2025-08-25) done
2025-08-25 16:26:20,632 - future_1d - INFO - save future_spot 2025-08-25 failed
=========================================================================
2025-08-25 18:25:45 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-08-25 18:25:47,747 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-25 18:25:48,187 - 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]
2025-08-25 18:25:48,361 - future_1d - INFO - save future_spot 2025-08-19 completed
2025-08-25 18:25:53,978 - 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]
2025-08-25 18:25:54,134 - future_1d - INFO - save future_spot 2025-08-20 completed
2025-08-25 18:26:03,499 - 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]
2025-08-25 18:26:03,656 - future_1d - INFO - save future_spot 2025-08-21 completed
2025-08-25 18:26:11,424 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-22, end_day=2025-08-22) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-22 C 2311.43 ... -0.066811 c2511 c
1 2025-08-22 A 4300.0 ... -0.072326 a2511 a
2 2025-08-22 M 3102.0 ... -0.002579 m2601 m
3 2025-08-22 Y 8528.0 ... -0.010319 y2601 y
4 2025-08-22 P 9570.0 ... -0.002508 p2601 p
5 2025-08-22 JD 3300.0 ... -0.08303 jd2510 jd
6 2025-08-22 L 7436.67 ... -0.006948 l2601 l
7 2025-08-22 V 4720.0 ... 0.060169 v2601 v
8 2025-08-22 PP 7198.33 ... -0.02144 pp2601 pp
9 2025-08-22 JM 1421.25 ... -0.196834 jm2601 jm
10 2025-08-22 I 783.89 ... -0.018357 i2601 i
11 2025-08-22 EG 4491.67 ... -0.003043 eg2601 eg
12 2025-08-22 EB 7594.0 ... -0.032657 eb2510 eb
13 2025-08-22 PG 4707.5 ... -0.067021 pg2510 pg
14 2025-08-22 LH 13830.0 ... 0.003977 lh2511 lh
15 2025-08-22 BZ 6172.0 ... 0.006805 bz2603 bz
16 2025-08-22 CF 15245.83 ... -0.080732 CF601 CF
17 2025-08-22 SR 5956.67 ... -0.047622 SR601 SR
18 2025-08-22 TA 4771.0 ... 0.019493 TA601 TA
19 2025-08-22 OI 9985.0 ... -0.01312 OI601 OI
20 2025-08-22 MA 2305.0 ... 0.045553 MA601 MA
21 2025-08-22 FG 1114.4 ... 0.045406 FG601 FG
22 2025-08-22 RM 2588.33 ... -0.015581 RM601 RM
23 2025-08-22 SF 5311.43 ... 0.059978 SF511 SF
24 2025-08-22 SM 5784.0 ... 0.004149 SM601 SM
25 2025-08-22 CY 23550.0 ... -0.147558 CY511 CY
26 2025-08-22 UR 1775.0 ... -0.015211 UR601 UR
27 2025-08-22 SA 1290.0 ... 0.018605 SA601 SA
28 2025-08-22 PF 6562.92 ... 0.007783 PF510 PF
29 2025-08-22 PX 7000.0 ... -0.004857 PX511 PX
30 2025-08-22 SH 862.0 ... 2.162413 SH601 SH
31 2025-08-22 PR 6000.0 ... 0.008333 PR511 PR
32 2025-08-22 CU 78855.0 ... -0.001966 cu2510 cu
33 2025-08-22 AL 20696.67 ... -0.001289 al2510 al
34 2025-08-22 ZN 22186.0 ... 0.002659 zn2510 zn
35 2025-08-22 PB 16718.75 ... 0.002766 pb2510 pb
36 2025-08-22 NI 120866.67 ... -0.010397 ni2510 ni
37 2025-08-22 SN 266212.5 ... 0.001193 sn2510 sn
38 2025-08-22 AU 771.74 ... 0.005028 au2510 au
39 2025-08-22 AG 9205.67 ... 0.001557 ag2510 ag
40 2025-08-22 RB 3242.0 ... -0.038865 rb2510 rb
41 2025-08-22 WR 3382.5 ... -0.006652 wr2510 wr
42 2025-08-22 HC 3406.67 ... -0.014287 hc2510 hc
43 2025-08-22 FU 5287.5 ... -0.479905 fu2601 fu
44 2025-08-22 BU 3690.0 ... -0.057182 bu2510 bu
45 2025-08-22 RU 14758.33 ... 0.05974 ru2601 ru
46 2025-08-22 SP 5816.67 ... -0.124585 sp2511 sp
47 2025-08-22 SS 13137.5 ... -0.029115 ss2510 ss
48 2025-08-22 BR 12020.0 ... -0.026622 br2510 br
49 2025-08-22 SI 9530.0 ... -0.090241 SI2511 si
50 2025-08-22 LC 83733.33 ... -0.049124 LC2511 lc
51 2025-08-22 PS 48666.67 ... 0.052157 PS2511 ps
[52 rows x 15 columns]
2025-08-25 18:26:11,599 - future_1d - INFO - save future_spot 2025-08-22 completed
2025-08-25 18:26:21,132 - 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]
2025-08-25 18:26:21,303 - future_1d - INFO - save future_spot 2025-08-25 add
2025-08-25 18:26:21,314 - future_1d - INFO - 0 ... 4
date 2025-08-25 ... 2025-08-25
variety C ... P
spot_price 2308.57 ... 9638.0
near_contract c2509 ... p2509
near_contract_price 2212.0 ... 9530.0
dominant_contract c2511 ... p2601
dominant_contract_price 2164.0 ... 9614.0
near_month 2509 ... 2509
dominant_month 2511 ... 2601
near_basis -96.57 ... -108.0
dom_basis -144.57 ... -24.0
near_basis_rate -0.0418 ... -0.0112
dom_basis_rate -0.0626 ... -0.0025
symbol c2511 ... p2601
comd c ... p
created_at 2025-08-25 18:26:21.264182 ... 2025-08-25 18:26:21.264182
updated_at 2025-08-25 18:26:21.264547 ... 2025-08-25 18:26:21.264547
[17 rows x 5 columns]