=========================================================================
2025-05-29 16:25:20 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-05-29 16:25:21,984 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-05-29 16:25:22,297 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-23, end_day=2025-05-23) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-23 C 2295.71 ... 0.01363 c2507 c
1 2025-05-23 A 4255.0 ... -0.014101 a2507 a
2 2025-05-23 M 3024.0 ... -0.024471 m2509 m
3 2025-05-23 Y 8034.0 ... -0.03062 y2509 y
4 2025-05-23 P 8510.0 ... -0.056169 p2509 p
5 2025-05-23 JD 3075.0 ... -0.033171 jd2507 jd
6 2025-05-23 L 7558.33 ... -0.057993 l2509 l
7 2025-05-23 V 4681.0 ... 0.044435 v2509 v
8 2025-05-23 PP 7426.67 ... -0.060548 pp2509 pp
9 2025-05-23 I 777.56 ... -0.070811 i2509 i
10 2025-05-23 EG 4543.33 ... -0.027145 eg2509 eg
11 2025-05-23 EB 8130.0 ... -0.101476 eb2507 eb
12 2025-05-23 PG 4742.5 ... -0.138429 pg2507 pg
13 2025-05-23 LH 14530.0 ... -0.068135 lh2509 lh
14 2025-05-23 CF 14604.0 ... -0.080731 CF509 CF
15 2025-05-23 SR 6145.0 ... -0.050122 SR509 SR
16 2025-05-23 TA 4915.0 ... -0.038454 TA509 TA
17 2025-05-23 OI 9513.33 ... -0.010651 OI509 OI
18 2025-05-23 MA 2300.0 ... -0.025652 MA509 MA
19 2025-05-23 FG 1152.0 ... -0.125868 FG509 FG
20 2025-05-23 RM 2521.67 ... 0.017183 RM509 RM
21 2025-05-23 SF 5387.14 ... 0.033201 SF507 SF
22 2025-05-23 SM 5642.0 ... 0.03793 SM509 SM
23 2025-05-23 CY 23775.0 ... -0.171399 CY507 CY
24 2025-05-23 UR 1912.0 ... -0.039226 UR509 UR
25 2025-05-23 SA 1462.5 ... -0.13094 SA509 SA
26 2025-05-23 PF 6597.08 ... -0.016535 PF507 PF
27 2025-05-23 PX 6850.0 ... -0.026277 PX509 PX
28 2025-05-23 SH 871.0 ... 1.871412 SH509 SH
29 2025-05-23 CU 78110.0 ... -0.003585 cu2506 cu
30 2025-05-23 AL 20390.0 ... -0.011035 al2507 al
31 2025-05-23 ZN 22692.0 ... -0.017275 zn2507 zn
32 2025-05-23 PB 16743.75 ... 0.001866 pb2507 pb
33 2025-05-23 NI 124358.33 ... -0.010681 ni2507 ni
34 2025-05-23 SN 265337.5 ... -0.00244 sn2506 sn
35 2025-05-23 AU 772.67 ... 0.003067 au2508 au
36 2025-05-23 AG 8216.67 ... 0.002839 ag2508 ag
37 2025-05-23 RB 3138.56 ... -0.026624 rb2510 rb
38 2025-05-23 WR 3327.5 ... 0.003456 wr2510 wr
39 2025-05-23 HC 3266.67 ... -0.019491 hc2510 hc
40 2025-05-23 FU 5337.5 ... -0.43719 fu2507 fu
41 2025-05-23 BU 3570.0 ... -0.012885 bu2507 bu
42 2025-05-23 RU 14308.33 ... 0.02947 ru2509 ru
43 2025-05-23 SP 6300.0 ... -0.13619 sp2507 sp
44 2025-05-23 SS 13225.0 ... -0.026087 ss2507 ss
45 2025-05-23 BR 12460.0 ... -0.04374 br2507 br
46 2025-05-23 SI 9180.0 ... -0.132898 SI2509 si
47 2025-05-23 LC 62933.33 ... -0.022458 LC2507 lc
[48 rows x 15 columns]
2025-05-29 16:25:22,478 - future_1d - INFO - save future_spot 2025-05-23 completed
2025-05-29 16:25:29,760 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-26, end_day=2025-05-26) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-26 C 2295.71 ... 0.011887 c2507 c
1 2025-05-26 A 4255.0 ... -0.022562 a2507 a
2 2025-05-26 M 2982.0 ... -0.011737 m2509 m
3 2025-05-26 Y 7964.0 ... -0.030136 y2509 y
4 2025-05-26 P 8468.0 ... -0.057629 p2509 p
5 2025-05-26 JD 3050.0 ... -0.027869 jd2507 jd
6 2025-05-26 L 7496.67 ... -0.055581 l2509 l
7 2025-05-26 V 4673.0 ... 0.042157 v2509 v
8 2025-05-26 PP 7426.67 ... -0.065126 pp2509 pp
9 2025-05-26 I 769.67 ... -0.076227 i2509 i
10 2025-05-26 EG 4548.33 ... -0.030633 eg2509 eg
11 2025-05-26 EB 8110.0 ... -0.106165 eb2507 eb
12 2025-05-26 PG 4730.0 ... -0.140803 pg2507 pg
13 2025-05-26 LH 14520.0 ... -0.063361 lh2509 lh
14 2025-05-26 CF 14605.0 ... -0.083875 CF509 CF
15 2025-05-26 SR 6145.0 ... -0.052075 SR509 SR
16 2025-05-26 TA 4917.5 ... -0.034469 TA509 TA
17 2025-05-26 OI 9493.33 ... -0.010884 OI509 OI
18 2025-05-26 MA 2300.0 ... -0.03 MA509 MA
19 2025-05-26 FG 1152.0 ... -0.115451 FG509 FG
20 2025-05-26 RM 2515.0 ... 0.017893 RM509 RM
21 2025-05-26 SF 5380.0 ... 0.031227 SF507 SF
22 2025-05-26 SM 5614.0 ... 0.012825 SM509 SM
23 2025-05-26 CY 23775.0 ... -0.176025 CY507 CY
24 2025-05-26 UR 1900.0 ... -0.043684 UR509 UR
25 2025-05-26 SA 1462.5 ... -0.138462 SA509 SA
26 2025-05-26 PF 6572.5 ... -0.014682 PF507 PF
27 2025-05-26 PX 6850.0 ... -0.021606 PX509 PX
28 2025-05-26 SH 871.0 ... 1.845006 SH509 SH
29 2025-05-26 CU 78588.33 ... -0.008631 cu2507 cu
30 2025-05-26 AL 20366.67 ... -0.010393 al2507 al
31 2025-05-26 ZN 22556.0 ... -0.016005 zn2507 zn
32 2025-05-26 PB 16768.75 ... 0.004249 pb2507 pb
33 2025-05-26 NI 124200.0 ... -0.009501 ni2507 ni
34 2025-05-26 SN 264400.0 ... 0.000908 sn2507 sn
35 2025-05-26 AU 775.76 ... 0.007451 au2508 au
36 2025-05-26 AG 8242.33 ... 0.003357 ag2508 ag
37 2025-05-26 RB 3115.67 ... -0.031669 rb2510 rb
38 2025-05-26 WR 3295.0 ... -0.016388 wr2510 wr
39 2025-05-26 HC 3256.67 ... -0.031833 hc2510 hc
40 2025-05-26 FU 5325.0 ... -0.436995 fu2507 fu
41 2025-05-26 BU 3570.0 ... -0.015406 bu2507 bu
42 2025-05-26 RU 14158.33 ... 0.01495 ru2509 ru
43 2025-05-26 SP 6300.0 ... -0.139048 sp2507 sp
44 2025-05-26 SS 13225.0 ... -0.026087 ss2507 ss
45 2025-05-26 BR 12230.0 ... -0.053557 br2507 br
46 2025-05-26 SI 9180.0 ... -0.152505 SI2509 si
47 2025-05-26 LC 62533.33 ... -0.034115 LC2507 lc
[48 rows x 15 columns]
2025-05-29 16:25:29,912 - future_1d - INFO - save future_spot 2025-05-26 completed
2025-05-29 16:25:33,262 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-27, end_day=2025-05-27) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-27 C 2294.29 ... 0.01077 c2507 c
1 2025-05-27 A 4255.0 ... -0.028672 a2507 a
2 2025-05-27 M 2962.0 ... -0.00135 m2509 m
3 2025-05-27 Y 7994.0 ... -0.034276 y2509 y
4 2025-05-27 P 8488.0 ... -0.057493 p2509 p
5 2025-05-27 JD 3040.0 ... -0.046382 jd2507 jd
6 2025-05-27 L 7451.67 ... -0.056453 l2509 l
7 2025-05-27 V 4580.0 ... 0.049563 v2509 v
8 2025-05-27 PP 7426.67 ... -0.071859 pp2509 pp
9 2025-05-27 I 757.33 ... -0.07636 i2509 i
10 2025-05-27 EG 4548.33 ... -0.040087 eg2509 eg
11 2025-05-27 EB 8110.0 ... -0.119112 eb2507 eb
12 2025-05-27 PG 4730.0 ... -0.137632 pg2507 pg
13 2025-05-27 LH 14500.0 ... -0.065862 lh2509 lh
14 2025-05-27 CF 14597.17 ... -0.088179 CF509 CF
15 2025-05-27 SR 6145.0 ... -0.051912 SR509 SR
16 2025-05-27 TA 4938.75 ... -0.048342 TA509 TA
17 2025-05-27 OI 9545.0 ... -0.014982 OI509 OI
18 2025-05-27 MA 2253.75 ... -0.024293 MA509 MA
19 2025-05-27 FG 1152.0 ... -0.109375 FG509 FG
20 2025-05-27 RM 2543.33 ... 0.015991 RM509 RM
21 2025-05-27 SF 5380.0 ... 0.016357 SF507 SF
22 2025-05-27 SM 5586.0 ... 0.006087 SM509 SM
23 2025-05-27 CY 23800.0 ... -0.180252 CY507 CY
24 2025-05-27 UR 1886.0 ... -0.033934 UR509 UR
25 2025-05-27 SA 1450.0 ... -0.144828 SA509 SA
26 2025-05-27 PF 6545.21 ... -0.021575 PF507 PF
27 2025-05-27 PX 6850.0 ... -0.031533 PX509 PX
28 2025-05-27 SH 881.0 ... 1.800227 SH509 SH
29 2025-05-27 CU 78556.67 ... -0.007214 cu2507 cu
30 2025-05-27 AL 20213.33 ... -0.007586 al2507 al
31 2025-05-27 ZN 22736.0 ... -0.014338 zn2507 zn
32 2025-05-27 PB 16718.75 ... 0.004262 pb2507 pb
33 2025-05-27 NI 123400.0 ... -0.007131 ni2507 ni
34 2025-05-27 SN 264975.0 ... 0.001453 sn2507 sn
35 2025-05-27 AU 773.68 ... 0.00411 au2508 au
36 2025-05-27 AG 8239.33 ... 0.001902 ag2508 ag
37 2025-05-27 RB 3077.11 ... -0.029284 rb2510 rb
38 2025-05-27 WR 3277.5 ... -0.03341 wr2510 wr
39 2025-05-27 HC 3243.33 ... -0.038951 hc2510 hc
40 2025-05-27 FU 5325.0 ... -0.44 fu2507 fu
41 2025-05-27 BU 3583.33 ... -0.03386 bu2509 bu
42 2025-05-27 RU 14258.33 ... 0.012391 ru2509 ru
43 2025-05-27 SP 6266.67 ... -0.153298 sp2507 sp
44 2025-05-27 SS 13225.0 ... -0.028355 ss2507 ss
45 2025-05-27 BR 12230.0 ... -0.052739 br2507 br
46 2025-05-27 SI 9000.0 ... -0.163333 SI2507 si
47 2025-05-27 LC 62200.0 ... -0.023473 LC2507 lc
[48 rows x 15 columns]
2025-05-29 16:25:33,419 - future_1d - INFO - save future_spot 2025-05-27 completed
2025-05-29 16:25:42,458 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-28, end_day=2025-05-28) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-28 C 2294.29 ... 0.012078 c2507 c
1 2025-05-28 A 4255.0 ... -0.029142 a2507 a
2 2025-05-28 M 2966.0 ... -0.001011 m2509 m
3 2025-05-28 Y 7974.0 ... -0.030098 y2509 y
4 2025-05-28 P 8572.0 ... -0.058329 p2509 p
5 2025-05-28 JD 3040.0 ... -0.050329 jd2507 jd
6 2025-05-28 L 7431.67 ... -0.059565 l2509 l
7 2025-05-28 V 4577.0 ... 0.042604 v2509 v
8 2025-05-28 PP 7426.67 ... -0.072532 pp2509 pp
9 2025-05-28 I 751.44 ... -0.071117 i2509 i
10 2025-05-28 EG 4521.67 ... -0.038408 eg2509 eg
11 2025-05-28 EB 8110.0 ... -0.120345 eb2507 eb
12 2025-05-28 PG 4730.0 ... -0.135307 pg2507 pg
13 2025-05-28 LH 14550.0 ... -0.068041 lh2509 lh
14 2025-05-28 CF 14580.67 ... -0.085776 CF509 CF
15 2025-05-28 SR 6145.0 ... -0.054679 SR509 SR
16 2025-05-28 TA 4893.75 ... -0.040817 TA509 TA
17 2025-05-28 OI 9525.0 ... -0.010289 OI509 OI
18 2025-05-28 MA 2246.25 ... -0.016583 MA509 MA
19 2025-05-28 FG 1152.0 ... -0.117188 FG509 FG
20 2025-05-28 RM 2550.0 ... 0.024314 RM509 RM
21 2025-05-28 SF 5380.0 ... -0.006691 SF509 SF
22 2025-05-28 SM 5586.0 ... 0.005013 SM509 SM
23 2025-05-28 CY 23800.0 ... -0.176891 CY507 CY
24 2025-05-28 UR 1896.0 ... -0.054325 UR509 UR
25 2025-05-28 SA 1450.0 ... -0.157241 SA509 SA
26 2025-05-28 PF 6535.21 ... -0.018241 PF507 PF
27 2025-05-28 PX 6850.0 ... -0.032409 PX509 PX
28 2025-05-28 SH 881.0 ... 1.779796 SH509 SH
29 2025-05-28 CU 78561.67 ... -0.006513 cu2507 cu
30 2025-05-28 AL 20376.67 ... -0.011124 al2507 al
31 2025-05-28 ZN 22828.0 ... -0.020501 zn2507 zn
32 2025-05-28 PB 16681.25 ... 0.003822 pb2507 pb
33 2025-05-28 NI 123283.33 ... -0.016574 ni2507 ni
34 2025-05-28 SN 265025.0 ... -0.012357 sn2507 sn
35 2025-05-28 AU 767.97 ... 0.003399 au2508 au
36 2025-05-28 AG 8216.67 ... 0.000892 ag2508 ag
37 2025-05-28 RB 3061.67 ... -0.031901 rb2510 rb
38 2025-05-28 WR 3255.0 ... -0.007988 wr2510 wr
39 2025-05-28 HC 3226.67 ... -0.039257 hc2510 hc
40 2025-05-28 FU 5350.0 ... -0.472336 fu2509 fu
41 2025-05-28 BU 3620.0 ... -0.045856 bu2509 bu
42 2025-05-28 RU 13658.33 ... 0.030141 ru2509 ru
43 2025-05-28 SP 6266.67 ... -0.154575 sp2507 sp
44 2025-05-28 SS 13175.0 ... -0.033017 ss2507 ss
45 2025-05-28 BR 12030.0 ... -0.058188 br2507 br
46 2025-05-28 SI 8990.0 ... -0.182425 SI2507 si
47 2025-05-28 LC 61200.0 ... -0.01634 LC2507 lc
[48 rows x 15 columns]
2025-05-29 16:25:42,610 - future_1d - INFO - save future_spot 2025-05-28 completed
2025-05-29 16:25:45,947 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-29, end_day=2025-05-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-29 C 2294.29 ... 0.014693 c2507 c
1 2025-05-29 A 4255.0 ... -0.033843 a2507 a
2 2025-05-29 M 2966.0 ... -0.004383 m2509 m
3 2025-05-29 Y 7974.0 ... -0.03386 y2509 y
4 2025-05-29 P 8652.0 ... -0.060102 p2509 p
5 2025-05-29 JD 3040.0 ... -0.041447 jd2507 jd
6 2025-05-29 L 7378.33 ... -0.052496 l2509 l
7 2025-05-29 V 4591.0 ... 0.031366 v2509 v
8 2025-05-29 PP 7418.33 ... -0.070141 pp2509 pp
9 2025-05-29 I 753.67 ... -0.064577 i2509 i
10 2025-05-29 EG 4521.67 ... -0.041062 eg2509 eg
11 2025-05-29 EB 8110.0 ... -0.116523 eb2507 eb
12 2025-05-29 PG 4747.5 ... -0.135334 pg2507 pg
13 2025-05-29 LH 14570.0 ... -0.072066 lh2509 lh
14 2025-05-29 CF 14580.67 ... -0.08749 CF509 CF
15 2025-05-29 SR 6130.0 ... -0.056607 SR509 SR
16 2025-05-29 TA 4972.5 ... -0.044344 TA509 TA
17 2025-05-29 OI 9530.0 ... -0.015005 OI509 OI
18 2025-05-29 MA 2247.0 ... -0.020472 MA509 MA
19 2025-05-29 FG 1152.0 ... -0.140625 FG509 FG
20 2025-05-29 RM 2550.0 ... 0.021569 RM509 RM
21 2025-05-29 SF 5298.57 ... -0.004637 SF509 SF
22 2025-05-29 SM 5570.0 ... -0.002513 SM509 SM
23 2025-05-29 CY 23800.0 ... -0.177311 CY507 CY
24 2025-05-29 UR 1896.0 ... -0.05538 UR509 UR
25 2025-05-29 SA 1450.0 ... -0.168966 SA509 SA
26 2025-05-29 PF 6522.08 ... -0.010745 PF507 PF
27 2025-05-29 PX 6850.0 ... -0.021022 PX509 PX
28 2025-05-29 SH 885.0 ... 1.788701 SH509 SH
29 2025-05-29 CU 78550.0 ... -0.007129 cu2507 cu
30 2025-05-29 AL 20396.67 ... -0.012584 al2507 al
31 2025-05-29 ZN 22826.0 ... -0.020415 zn2507 zn
32 2025-05-29 PB 16687.5 ... 0.004045 pb2507 pb
33 2025-05-29 NI 123283.33 ... -0.028741 ni2507 ni
34 2025-05-29 SN 260550.0 ... -0.010977 sn2507 sn
35 2025-05-29 AU 760.78 ... 0.007466 au2508 au
36 2025-05-29 AG 8178.0 ... 0.004157 ag2508 ag
37 2025-05-29 RB 3069.0 ... -0.031932 rb2510 rb
38 2025-05-29 WR 3252.5 ... -0.002306 wr2510 wr
39 2025-05-29 HC 3226.67 ... -0.038947 hc2510 hc
40 2025-05-29 FU 5350.0 ... -0.460935 fu2509 fu
41 2025-05-29 BU 3611.67 ... -0.035626 bu2509 bu
42 2025-05-29 RU 13708.33 ... 0.009605 ru2509 ru
43 2025-05-29 SP 6250.0 ... -0.13696 sp2507 sp
44 2025-05-29 SS 13175.0 ... -0.03833 ss2507 ss
45 2025-05-29 BR 11910.0 ... -0.061713 br2508 br
46 2025-05-29 SI 8990.0 ... -0.184093 SI2509 si
47 2025-05-29 LC 60200.0 ... -0.018605 LC2507 lc
[48 rows x 15 columns]
2025-05-29 16:25:46,119 - future_1d - INFO - save future_spot 2025-05-29 add
2025-05-29 16:25:46,126 - future_1d - INFO - 0 ... 4
date 2025-05-29 ... 2025-05-29
variety C ... P
spot_price 2294.29 ... 8652.0
near_contract c2507 ... p2506
near_contract_price 2328.0 ... 8398.0
dominant_contract c2507 ... p2509
dominant_contract_price 2328.0 ... 8132.0
near_month 2507 ... 2506
dominant_month 2507 ... 2509
near_basis 33.71 ... -254.0
dom_basis 33.71 ... -520.0
near_basis_rate 0.0147 ... -0.0294
dom_basis_rate 0.0147 ... -0.0601
symbol c2507 ... p2509
comd c ... p
created_at 2025-05-29 16:25:46.077362 ... 2025-05-29 16:25:46.077362
updated_at 2025-05-29 16:25:46.077732 ... 2025-05-29 16:25:46.077732
[17 rows x 5 columns]
=========================================================================
2025-05-29 18:25:51 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-05-29 18:25:53,006 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-05-29 18:25:53,585 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-23, end_day=2025-05-23) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-23 C 2295.71 ... 0.01363 c2507 c
1 2025-05-23 A 4255.0 ... -0.014101 a2507 a
2 2025-05-23 M 3024.0 ... -0.024471 m2509 m
3 2025-05-23 Y 8034.0 ... -0.03062 y2509 y
4 2025-05-23 P 8510.0 ... -0.056169 p2509 p
5 2025-05-23 JD 3075.0 ... -0.033171 jd2507 jd
6 2025-05-23 L 7558.33 ... -0.057993 l2509 l
7 2025-05-23 V 4681.0 ... 0.044435 v2509 v
8 2025-05-23 PP 7426.67 ... -0.060548 pp2509 pp
9 2025-05-23 I 777.56 ... -0.070811 i2509 i
10 2025-05-23 EG 4543.33 ... -0.027145 eg2509 eg
11 2025-05-23 EB 8130.0 ... -0.101476 eb2507 eb
12 2025-05-23 PG 4742.5 ... -0.138429 pg2507 pg
13 2025-05-23 LH 14530.0 ... -0.068135 lh2509 lh
14 2025-05-23 CF 14604.0 ... -0.080731 CF509 CF
15 2025-05-23 SR 6145.0 ... -0.050122 SR509 SR
16 2025-05-23 TA 4915.0 ... -0.038454 TA509 TA
17 2025-05-23 OI 9513.33 ... -0.010651 OI509 OI
18 2025-05-23 MA 2300.0 ... -0.025652 MA509 MA
19 2025-05-23 FG 1152.0 ... -0.125868 FG509 FG
20 2025-05-23 RM 2521.67 ... 0.017183 RM509 RM
21 2025-05-23 SF 5387.14 ... 0.033201 SF507 SF
22 2025-05-23 SM 5642.0 ... 0.03793 SM509 SM
23 2025-05-23 CY 23775.0 ... -0.171399 CY507 CY
24 2025-05-23 UR 1912.0 ... -0.039226 UR509 UR
25 2025-05-23 SA 1462.5 ... -0.13094 SA509 SA
26 2025-05-23 PF 6597.08 ... -0.016535 PF507 PF
27 2025-05-23 PX 6850.0 ... -0.026277 PX509 PX
28 2025-05-23 SH 871.0 ... 1.871412 SH509 SH
29 2025-05-23 CU 78110.0 ... -0.003585 cu2506 cu
30 2025-05-23 AL 20390.0 ... -0.011035 al2507 al
31 2025-05-23 ZN 22692.0 ... -0.017275 zn2507 zn
32 2025-05-23 PB 16743.75 ... 0.001866 pb2507 pb
33 2025-05-23 NI 124358.33 ... -0.010681 ni2507 ni
34 2025-05-23 SN 265337.5 ... -0.00244 sn2506 sn
35 2025-05-23 AU 772.67 ... 0.003067 au2508 au
36 2025-05-23 AG 8216.67 ... 0.002839 ag2508 ag
37 2025-05-23 RB 3138.56 ... -0.026624 rb2510 rb
38 2025-05-23 WR 3327.5 ... 0.003456 wr2510 wr
39 2025-05-23 HC 3266.67 ... -0.019491 hc2510 hc
40 2025-05-23 FU 5337.5 ... -0.43719 fu2507 fu
41 2025-05-23 BU 3570.0 ... -0.012885 bu2507 bu
42 2025-05-23 RU 14308.33 ... 0.02947 ru2509 ru
43 2025-05-23 SP 6300.0 ... -0.13619 sp2507 sp
44 2025-05-23 SS 13225.0 ... -0.026087 ss2507 ss
45 2025-05-23 BR 12460.0 ... -0.04374 br2507 br
46 2025-05-23 SI 9180.0 ... -0.132898 SI2509 si
47 2025-05-23 LC 62933.33 ... -0.022458 LC2507 lc
[48 rows x 15 columns]
2025-05-29 18:25:53,757 - future_1d - INFO - save future_spot 2025-05-23 completed
2025-05-29 18:26:03,098 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-26, end_day=2025-05-26) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-26 C 2295.71 ... 0.011887 c2507 c
1 2025-05-26 A 4255.0 ... -0.022562 a2507 a
2 2025-05-26 M 2982.0 ... -0.011737 m2509 m
3 2025-05-26 Y 7964.0 ... -0.030136 y2509 y
4 2025-05-26 P 8468.0 ... -0.057629 p2509 p
5 2025-05-26 JD 3050.0 ... -0.027869 jd2507 jd
6 2025-05-26 L 7496.67 ... -0.055581 l2509 l
7 2025-05-26 V 4673.0 ... 0.042157 v2509 v
8 2025-05-26 PP 7426.67 ... -0.065126 pp2509 pp
9 2025-05-26 I 769.67 ... -0.076227 i2509 i
10 2025-05-26 EG 4548.33 ... -0.030633 eg2509 eg
11 2025-05-26 EB 8110.0 ... -0.106165 eb2507 eb
12 2025-05-26 PG 4730.0 ... -0.140803 pg2507 pg
13 2025-05-26 LH 14520.0 ... -0.063361 lh2509 lh
14 2025-05-26 CF 14605.0 ... -0.083875 CF509 CF
15 2025-05-26 SR 6145.0 ... -0.052075 SR509 SR
16 2025-05-26 TA 4917.5 ... -0.034469 TA509 TA
17 2025-05-26 OI 9493.33 ... -0.010884 OI509 OI
18 2025-05-26 MA 2300.0 ... -0.03 MA509 MA
19 2025-05-26 FG 1152.0 ... -0.115451 FG509 FG
20 2025-05-26 RM 2515.0 ... 0.017893 RM509 RM
21 2025-05-26 SF 5380.0 ... 0.031227 SF507 SF
22 2025-05-26 SM 5614.0 ... 0.012825 SM509 SM
23 2025-05-26 CY 23775.0 ... -0.176025 CY507 CY
24 2025-05-26 UR 1900.0 ... -0.043684 UR509 UR
25 2025-05-26 SA 1462.5 ... -0.138462 SA509 SA
26 2025-05-26 PF 6572.5 ... -0.014682 PF507 PF
27 2025-05-26 PX 6850.0 ... -0.021606 PX509 PX
28 2025-05-26 SH 871.0 ... 1.845006 SH509 SH
29 2025-05-26 CU 78588.33 ... -0.008631 cu2507 cu
30 2025-05-26 AL 20366.67 ... -0.010393 al2507 al
31 2025-05-26 ZN 22556.0 ... -0.016005 zn2507 zn
32 2025-05-26 PB 16768.75 ... 0.004249 pb2507 pb
33 2025-05-26 NI 124200.0 ... -0.009501 ni2507 ni
34 2025-05-26 SN 264400.0 ... 0.000908 sn2507 sn
35 2025-05-26 AU 775.76 ... 0.007451 au2508 au
36 2025-05-26 AG 8242.33 ... 0.003357 ag2508 ag
37 2025-05-26 RB 3115.67 ... -0.031669 rb2510 rb
38 2025-05-26 WR 3295.0 ... -0.016388 wr2510 wr
39 2025-05-26 HC 3256.67 ... -0.031833 hc2510 hc
40 2025-05-26 FU 5325.0 ... -0.436995 fu2507 fu
41 2025-05-26 BU 3570.0 ... -0.015406 bu2507 bu
42 2025-05-26 RU 14158.33 ... 0.01495 ru2509 ru
43 2025-05-26 SP 6300.0 ... -0.139048 sp2507 sp
44 2025-05-26 SS 13225.0 ... -0.026087 ss2507 ss
45 2025-05-26 BR 12230.0 ... -0.053557 br2507 br
46 2025-05-26 SI 9180.0 ... -0.152505 SI2509 si
47 2025-05-26 LC 62533.33 ... -0.034115 LC2507 lc
[48 rows x 15 columns]
2025-05-29 18:26:03,263 - future_1d - INFO - save future_spot 2025-05-26 completed
2025-05-29 18:26:08,095 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-27, end_day=2025-05-27) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-27 C 2294.29 ... 0.01077 c2507 c
1 2025-05-27 A 4255.0 ... -0.028672 a2507 a
2 2025-05-27 M 2962.0 ... -0.00135 m2509 m
3 2025-05-27 Y 7994.0 ... -0.034276 y2509 y
4 2025-05-27 P 8488.0 ... -0.057493 p2509 p
5 2025-05-27 JD 3040.0 ... -0.046382 jd2507 jd
6 2025-05-27 L 7451.67 ... -0.056453 l2509 l
7 2025-05-27 V 4580.0 ... 0.049563 v2509 v
8 2025-05-27 PP 7426.67 ... -0.071859 pp2509 pp
9 2025-05-27 I 757.33 ... -0.07636 i2509 i
10 2025-05-27 EG 4548.33 ... -0.040087 eg2509 eg
11 2025-05-27 EB 8110.0 ... -0.119112 eb2507 eb
12 2025-05-27 PG 4730.0 ... -0.137632 pg2507 pg
13 2025-05-27 LH 14500.0 ... -0.065862 lh2509 lh
14 2025-05-27 CF 14597.17 ... -0.088179 CF509 CF
15 2025-05-27 SR 6145.0 ... -0.051912 SR509 SR
16 2025-05-27 TA 4938.75 ... -0.048342 TA509 TA
17 2025-05-27 OI 9545.0 ... -0.014982 OI509 OI
18 2025-05-27 MA 2253.75 ... -0.024293 MA509 MA
19 2025-05-27 FG 1152.0 ... -0.109375 FG509 FG
20 2025-05-27 RM 2543.33 ... 0.015991 RM509 RM
21 2025-05-27 SF 5380.0 ... 0.016357 SF507 SF
22 2025-05-27 SM 5586.0 ... 0.006087 SM509 SM
23 2025-05-27 CY 23800.0 ... -0.180252 CY507 CY
24 2025-05-27 UR 1886.0 ... -0.033934 UR509 UR
25 2025-05-27 SA 1450.0 ... -0.144828 SA509 SA
26 2025-05-27 PF 6545.21 ... -0.021575 PF507 PF
27 2025-05-27 PX 6850.0 ... -0.031533 PX509 PX
28 2025-05-27 SH 881.0 ... 1.800227 SH509 SH
29 2025-05-27 CU 78556.67 ... -0.007214 cu2507 cu
30 2025-05-27 AL 20213.33 ... -0.007586 al2507 al
31 2025-05-27 ZN 22736.0 ... -0.014338 zn2507 zn
32 2025-05-27 PB 16718.75 ... 0.004262 pb2507 pb
33 2025-05-27 NI 123400.0 ... -0.007131 ni2507 ni
34 2025-05-27 SN 264975.0 ... 0.001453 sn2507 sn
35 2025-05-27 AU 773.68 ... 0.00411 au2508 au
36 2025-05-27 AG 8239.33 ... 0.001902 ag2508 ag
37 2025-05-27 RB 3077.11 ... -0.029284 rb2510 rb
38 2025-05-27 WR 3277.5 ... -0.03341 wr2510 wr
39 2025-05-27 HC 3243.33 ... -0.038951 hc2510 hc
40 2025-05-27 FU 5325.0 ... -0.44 fu2507 fu
41 2025-05-27 BU 3583.33 ... -0.03386 bu2509 bu
42 2025-05-27 RU 14258.33 ... 0.012391 ru2509 ru
43 2025-05-27 SP 6266.67 ... -0.153298 sp2507 sp
44 2025-05-27 SS 13225.0 ... -0.028355 ss2507 ss
45 2025-05-27 BR 12230.0 ... -0.052739 br2507 br
46 2025-05-27 SI 9000.0 ... -0.163333 SI2507 si
47 2025-05-27 LC 62200.0 ... -0.023473 LC2507 lc
[48 rows x 15 columns]
2025-05-29 18:26:08,251 - future_1d - INFO - save future_spot 2025-05-27 completed
2025-05-29 18:26:18,167 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-28, end_day=2025-05-28) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-28 C 2294.29 ... 0.012078 c2507 c
1 2025-05-28 A 4255.0 ... -0.029142 a2507 a
2 2025-05-28 M 2966.0 ... -0.001011 m2509 m
3 2025-05-28 Y 7974.0 ... -0.030098 y2509 y
4 2025-05-28 P 8572.0 ... -0.058329 p2509 p
5 2025-05-28 JD 3040.0 ... -0.050329 jd2507 jd
6 2025-05-28 L 7431.67 ... -0.059565 l2509 l
7 2025-05-28 V 4577.0 ... 0.042604 v2509 v
8 2025-05-28 PP 7426.67 ... -0.072532 pp2509 pp
9 2025-05-28 I 751.44 ... -0.071117 i2509 i
10 2025-05-28 EG 4521.67 ... -0.038408 eg2509 eg
11 2025-05-28 EB 8110.0 ... -0.120345 eb2507 eb
12 2025-05-28 PG 4730.0 ... -0.135307 pg2507 pg
13 2025-05-28 LH 14550.0 ... -0.068041 lh2509 lh
14 2025-05-28 CF 14580.67 ... -0.085776 CF509 CF
15 2025-05-28 SR 6145.0 ... -0.054679 SR509 SR
16 2025-05-28 TA 4893.75 ... -0.040817 TA509 TA
17 2025-05-28 OI 9525.0 ... -0.010289 OI509 OI
18 2025-05-28 MA 2246.25 ... -0.016583 MA509 MA
19 2025-05-28 FG 1152.0 ... -0.117188 FG509 FG
20 2025-05-28 RM 2550.0 ... 0.024314 RM509 RM
21 2025-05-28 SF 5380.0 ... -0.006691 SF509 SF
22 2025-05-28 SM 5586.0 ... 0.005013 SM509 SM
23 2025-05-28 CY 23800.0 ... -0.176891 CY507 CY
24 2025-05-28 UR 1896.0 ... -0.054325 UR509 UR
25 2025-05-28 SA 1450.0 ... -0.157241 SA509 SA
26 2025-05-28 PF 6535.21 ... -0.018241 PF507 PF
27 2025-05-28 PX 6850.0 ... -0.032409 PX509 PX
28 2025-05-28 SH 881.0 ... 1.779796 SH509 SH
29 2025-05-28 CU 78561.67 ... -0.006513 cu2507 cu
30 2025-05-28 AL 20376.67 ... -0.011124 al2507 al
31 2025-05-28 ZN 22828.0 ... -0.020501 zn2507 zn
32 2025-05-28 PB 16681.25 ... 0.003822 pb2507 pb
33 2025-05-28 NI 123283.33 ... -0.016574 ni2507 ni
34 2025-05-28 SN 265025.0 ... -0.012357 sn2507 sn
35 2025-05-28 AU 767.97 ... 0.003399 au2508 au
36 2025-05-28 AG 8216.67 ... 0.000892 ag2508 ag
37 2025-05-28 RB 3061.67 ... -0.031901 rb2510 rb
38 2025-05-28 WR 3255.0 ... -0.007988 wr2510 wr
39 2025-05-28 HC 3226.67 ... -0.039257 hc2510 hc
40 2025-05-28 FU 5350.0 ... -0.472336 fu2509 fu
41 2025-05-28 BU 3620.0 ... -0.045856 bu2509 bu
42 2025-05-28 RU 13658.33 ... 0.030141 ru2509 ru
43 2025-05-28 SP 6266.67 ... -0.154575 sp2507 sp
44 2025-05-28 SS 13175.0 ... -0.033017 ss2507 ss
45 2025-05-28 BR 12030.0 ... -0.058188 br2507 br
46 2025-05-28 SI 8990.0 ... -0.182425 SI2507 si
47 2025-05-28 LC 61200.0 ... -0.01634 LC2507 lc
[48 rows x 15 columns]
2025-05-29 18:26:18,322 - future_1d - INFO - save future_spot 2025-05-28 completed
2025-05-29 18:26:22,813 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-29, end_day=2025-05-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-29 C 2294.29 ... 0.014693 c2507 c
1 2025-05-29 A 4255.0 ... -0.033843 a2507 a
2 2025-05-29 M 2952.0 ... 0.000339 m2509 m
3 2025-05-29 Y 7984.0 ... -0.03507 y2509 y
4 2025-05-29 P 8652.0 ... -0.060102 p2509 p
5 2025-05-29 JD 3040.0 ... -0.041447 jd2507 jd
6 2025-05-29 L 7378.33 ... -0.052496 l2509 l
7 2025-05-29 V 4591.0 ... 0.031366 v2509 v
8 2025-05-29 PP 7418.33 ... -0.070141 pp2509 pp
9 2025-05-29 I 753.67 ... -0.064577 i2509 i
10 2025-05-29 EG 4521.67 ... -0.041062 eg2509 eg
11 2025-05-29 EB 8110.0 ... -0.116523 eb2507 eb
12 2025-05-29 PG 4747.5 ... -0.135334 pg2507 pg
13 2025-05-29 LH 14570.0 ... -0.072066 lh2509 lh
14 2025-05-29 CF 14581.67 ... -0.087553 CF509 CF
15 2025-05-29 SR 6130.0 ... -0.056607 SR509 SR
16 2025-05-29 TA 4972.5 ... -0.044344 TA509 TA
17 2025-05-29 OI 9530.0 ... -0.015005 OI509 OI
18 2025-05-29 MA 2247.0 ... -0.020472 MA509 MA
19 2025-05-29 FG 1152.0 ... -0.140625 FG509 FG
20 2025-05-29 RM 2543.33 ... 0.024248 RM509 RM
21 2025-05-29 SF 5298.57 ... -0.004637 SF509 SF
22 2025-05-29 SM 5570.0 ... -0.002513 SM509 SM
23 2025-05-29 CY 23800.0 ... -0.177311 CY507 CY
24 2025-05-29 UR 1896.0 ... -0.05538 UR509 UR
25 2025-05-29 SA 1450.0 ... -0.168966 SA509 SA
26 2025-05-29 PF 6522.08 ... -0.010745 PF507 PF
27 2025-05-29 PX 6850.0 ... -0.021022 PX509 PX
28 2025-05-29 SH 885.0 ... 1.788701 SH509 SH
29 2025-05-29 CU 78550.0 ... -0.007129 cu2507 cu
30 2025-05-29 AL 20396.67 ... -0.012584 al2507 al
31 2025-05-29 ZN 22826.0 ... -0.020415 zn2507 zn
32 2025-05-29 PB 16687.5 ... 0.004045 pb2507 pb
33 2025-05-29 NI 121758.33 ... -0.016577 ni2507 ni
34 2025-05-29 SN 260550.0 ... -0.010977 sn2507 sn
35 2025-05-29 AU 760.78 ... 0.007466 au2508 au
36 2025-05-29 AG 8178.0 ... 0.004157 ag2508 ag
37 2025-05-29 RB 3069.0 ... -0.031932 rb2510 rb
38 2025-05-29 WR 3252.5 ... -0.002306 wr2510 wr
39 2025-05-29 HC 3226.67 ... -0.038947 hc2510 hc
40 2025-05-29 FU 5350.0 ... -0.460935 fu2509 fu
41 2025-05-29 BU 3611.67 ... -0.035626 bu2509 bu
42 2025-05-29 RU 13708.33 ... 0.009605 ru2509 ru
43 2025-05-29 SP 6250.0 ... -0.13696 sp2507 sp
44 2025-05-29 SS 13175.0 ... -0.03833 ss2507 ss
45 2025-05-29 BR 11910.0 ... -0.061713 br2508 br
46 2025-05-29 SI 8920.0 ... -0.177691 SI2509 si
47 2025-05-29 LC 60200.0 ... -0.018605 LC2507 lc
[48 rows x 15 columns]
2025-05-29 18:26:22,985 - future_1d - INFO - save future_spot 2025-05-29 add
2025-05-29 18:26:22,992 - future_1d - INFO - 2 ... 33
date 2025-05-29 ... 2025-05-29
variety M ... NI
spot_price 2952.0 ... 121758.33
near_contract m2507 ... ni2506
near_contract_price 2789.0 ... 119680.0
dominant_contract m2509 ... ni2507
dominant_contract_price 2953.0 ... 119740.0
near_month 2507 ... 2506
dominant_month 2509 ... 2507
near_basis -163.0 ... -2078.33
dom_basis 1.0 ... -2018.33
near_basis_rate -0.0552 ... -0.0171
dom_basis_rate 0.0003 ... -0.0166
symbol m2509 ... ni2507
comd m ... ni
created_at 2025-05-29 18:26:22.950541 ... 2025-05-29 18:26:22.950541
updated_at 2025-05-29 18:26:22.950921 ... 2025-05-29 18:26:22.950921
[17 rows x 5 columns]