=========================================================================
2025-05-14 16:25:41 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-05-14 16:25:42,784 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-05-14 16:25:43,111 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-08, end_day=2025-05-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-08 C 2285.71 ... 0.036002 c2507 c
1 2025-05-08 A 4230.0 ... -0.014421 a2507 a
2 2025-05-08 M 3300.0 ... -0.117576 m2509 m
3 2025-05-08 Y 8056.0 ... -0.038481 y2509 y
4 2025-05-08 P 8538.0 ... -0.078941 p2509 p
5 2025-05-08 JD 3225.0 ... -0.063566 jd2507 jd
6 2025-05-08 L 7465.0 ... -0.061487 l2509 l
7 2025-05-08 V 4632.0 ... 0.044257 v2509 v
8 2025-05-08 PP 7440.0 ... -0.061022 pp2509 pp
9 2025-05-08 I 776.22 ... -0.098194 i2509 i
10 2025-05-08 EG 4340.0 ... -0.034793 eg2509 eg
11 2025-05-08 EB 7686.0 ... -0.091725 eb2506 eb
12 2025-05-08 PG 4917.5 ... -0.104016 pg2506 pg
13 2025-05-08 LH 14830.0 ... -0.061699 lh2509 lh
14 2025-05-08 CF 14150.33 ... -0.090834 CF509 CF
15 2025-05-08 SR 6156.67 ... -0.054034 SR509 SR
16 2025-05-08 TA 4688.34 ... -0.041452 TA509 TA
17 2025-05-08 OI 9471.67 ... -0.015485 OI509 OI
18 2025-05-08 MA 2390.0 ... -0.07113 MA509 MA
19 2025-05-08 FG 1214.4 ... -0.131258 FG509 FG
20 2025-05-08 RM 2550.0 ... 0.006667 RM509 RM
21 2025-05-08 SF 5402.86 ... 0.0202 SF507 SF
22 2025-05-08 SM 5590.0 ... 0.017889 SM509 SM
23 2025-05-08 CY 23775.0 ... -0.196845 CY507 CY
24 2025-05-08 UR 1911.67 ... -0.019705 UR509 UR
25 2025-05-08 SA 1462.5 ... -0.104274 SA509 SA
26 2025-05-08 PF 6364.79 ... -0.029662 PF507 PF
27 2025-05-08 PX 6600.0 ... -0.041212 PX509 PX
28 2025-05-08 SH 815.0 ... 2.045399 SH509 SH
29 2025-05-08 CU 78458.33 ... -0.011195 cu2506 cu
30 2025-05-08 AL 19630.0 ... -0.007641 al2506 al
31 2025-05-08 ZN 22832.0 ... -0.024177 zn2506 zn
32 2025-05-08 PB 16737.5 ... 0.002838 pb2506 pb
33 2025-05-08 NI 125050.0 ... -0.010956 ni2506 ni
34 2025-05-08 SN 262050.0 ... -0.005304 sn2506 sn
35 2025-05-08 AU 795.94 ... 0.006282 au2508 au
36 2025-05-08 AG 8188.67 ... -0.000082 ag2508 ag
37 2025-05-08 RB 3162.78 ... -0.028703 rb2510 rb
38 2025-05-08 WR 3367.5 ... 0.020341 wr2510 wr
39 2025-05-08 HC 3276.67 ... -0.023399 hc2510 hc
40 2025-05-08 FU 5450.0 ... -0.473211 fu2507 fu
41 2025-05-08 BU 3582.5 ... -0.056804 bu2507 bu
42 2025-05-08 RU 14458.33 ... 0.016369 ru2509 ru
43 2025-05-08 SP 6200.0 ... -0.17129 sp2507 sp
44 2025-05-08 SS 13042.5 ... -0.020127 ss2507 ss
45 2025-05-08 BR 11970.0 ... -0.051796 br2507 br
46 2025-05-08 SI 9640.0 ... -0.144191 SI2506 si
47 2025-05-08 LC 67733.33 ... -0.05689 LC2507 lc
[48 rows x 15 columns]
2025-05-14 16:25:43,281 - future_1d - INFO - save future_spot 2025-05-08 completed
2025-05-14 16:25:49,499 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-09, end_day=2025-05-09) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-09 C 2292.86 ... 0.033644 c2507 c
1 2025-05-09 A 4245.0 ... -0.01649 a2507 a
2 2025-05-09 M 3300.0 ... -0.117273 m2509 m
3 2025-05-09 Y 8076.0 ... -0.032689 y2509 y
4 2025-05-09 P 8510.0 ... -0.06698 p2509 p
5 2025-05-09 JD 3225.0 ... -0.058915 jd2507 jd
6 2025-05-09 L 7458.33 ... -0.059575 l2509 l
7 2025-05-09 V 4629.0 ... 0.04191 v2509 v
8 2025-05-09 PP 7440.0 ... -0.059946 pp2509 pp
9 2025-05-09 I 770.89 ... -0.096499 i2509 i
10 2025-05-09 EG 4340.0 ... -0.02788 eg2509 eg
11 2025-05-09 EB 7680.0 ... -0.091276 eb2506 eb
12 2025-05-09 PG 4917.5 ... -0.108287 pg2506 pg
13 2025-05-09 LH 14780.0 ... -0.05954 lh2509 lh
14 2025-05-09 CF 14136.0 ... -0.085668 CF509 CF
15 2025-05-09 SR 6146.67 ... -0.049892 SR509 SR
16 2025-05-09 TA 4750.84 ... -0.038486 TA509 TA
17 2025-05-09 OI 9463.33 ... -0.00796 OI509 OI
18 2025-05-09 MA 2402.5 ... -0.0718 MA509 MA
19 2025-05-09 FG 1210.4 ... -0.134171 FG509 FG
20 2025-05-09 RM 2506.67 ... 0.020078 RM509 RM
21 2025-05-09 SF 5402.86 ... 0.027234 SF507 SF
22 2025-05-09 SM 5634.0 ... 0.022719 SM509 SM
23 2025-05-09 CY 23775.0 ... -0.187802 CY507 CY
24 2025-05-09 UR 1921.67 ... -0.010236 UR509 UR
25 2025-05-09 SA 1462.5 ... -0.100171 SA509 SA
26 2025-05-09 PF 6377.92 ... -0.019116 PF507 PF
27 2025-05-09 PX 6600.0 ... -0.023333 PX509 PX
28 2025-05-09 SH 821.0 ... 2.021924 SH509 SH
29 2025-05-09 CU 78258.33 ... -0.007646 cu2506 cu
30 2025-05-09 AL 19630.0 ... -0.006623 al2507 al
31 2025-05-09 ZN 22756.0 ... -0.022236 zn2506 zn
32 2025-05-09 PB 16718.75 ... 0.004262 pb2506 pb
33 2025-05-09 NI 124758.33 ... -0.008804 ni2506 ni
34 2025-05-09 SN 259500.0 ... 0.005318 sn2506 sn
35 2025-05-09 AU 795.94 ... -0.009775 au2508 au
36 2025-05-09 AG 8188.67 ... -0.002036 ag2508 ag
37 2025-05-09 RB 3141.44 ... -0.033564 rb2510 rb
38 2025-05-09 WR 3367.5 ... 0.004009 wr2510 wr
39 2025-05-09 HC 3273.33 ... -0.030956 hc2510 hc
40 2025-05-09 FU 5470.0 ... -0.465631 fu2507 fu
41 2025-05-09 BU 3585.0 ... -0.049372 bu2507 bu
42 2025-05-09 RU 14408.33 ... 0.02059 ru2509 ru
43 2025-05-09 SP 6200.0 ... -0.164194 sp2507 sp
44 2025-05-09 SS 13042.5 ... -0.021277 ss2507 ss
45 2025-05-09 BR 12010.0 ... -0.040799 br2507 br
46 2025-05-09 SI 9640.0 ... -0.139004 SI2506 si
47 2025-05-09 LC 67133.33 ... -0.051142 LC2507 lc
[48 rows x 15 columns]
2025-05-14 16:25:49,656 - future_1d - INFO - save future_spot 2025-05-09 completed
2025-05-14 16:25:54,651 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-12, end_day=2025-05-12) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-12 C 2298.57 ... 0.029771 c2507 c
1 2025-05-12 A 4255.0 ... -0.023267 a2507 a
2 2025-05-12 M 3138.0 ... -0.078075 m2509 m
3 2025-05-12 Y 8094.0 ... -0.038053 y2509 y
4 2025-05-12 P 8610.0 ... -0.075958 p2509 p
5 2025-05-12 JD 3310.0 ... -0.082779 jd2507 jd
6 2025-05-12 L 7428.33 ... -0.054565 l2509 l
7 2025-05-12 V 4604.0 ... 0.041703 v2509 v
8 2025-05-12 PP 7440.0 ... -0.06129 pp2509 pp
9 2025-05-12 I 777.22 ... -0.090348 i2509 i
10 2025-05-12 EG 4408.33 ... -0.03274 eg2509 eg
11 2025-05-12 EB 7676.0 ... -0.072043 eb2506 eb
12 2025-05-12 PG 4905.0 ... -0.110703 pg2506 pg
13 2025-05-12 LH 14750.0 ... -0.058644 lh2509 lh
14 2025-05-12 CF 14200.83 ... -0.07435 CF509 CF
15 2025-05-12 SR 6150.0 ... -0.045854 SR509 SR
16 2025-05-12 TA 4888.33 ... -0.05121 TA509 TA
17 2025-05-12 OI 9446.67 ... -0.013621 OI509 OI
18 2025-05-12 MA 2402.5 ... -0.065557 MA509 MA
19 2025-05-12 FG 1210.4 ... -0.144085 FG509 FG
20 2025-05-12 RM 2490.0 ... 0.018072 RM509 RM
21 2025-05-12 SF 5424.29 ... 0.044192 SF507 SF
22 2025-05-12 SM 5676.0 ... 0.029951 SM509 SM
23 2025-05-12 CY 23775.0 ... -0.182334 CY507 CY
24 2025-05-12 UR 1945.0 ... -0.027763 UR509 UR
25 2025-05-12 SA 1462.5 ... -0.109744 SA509 SA
26 2025-05-12 PF 6411.79 ... -0.015252 PF507 PF
27 2025-05-12 PX 6600.0 ... -0.011515 PX509 PX
28 2025-05-12 SH 829.0 ... 2.0 SH509 SH
29 2025-05-12 CU 78425.0 ... -0.005037 cu2506 cu
30 2025-05-12 AL 19830.0 ... -0.00706 al2507 al
31 2025-05-12 ZN 22730.0 ... -0.017818 zn2506 zn
32 2025-05-12 PB 16806.25 ... 0.007066 pb2506 pb
33 2025-05-12 NI 126525.0 ... -0.005967 ni2506 ni
34 2025-05-12 SN 262537.5 ... -0.005437 sn2506 sn
35 2025-05-12 AU 769.24 ... 0.014482 au2508 au
36 2025-05-12 AG 8139.33 ... 0.008191 ag2508 ag
37 2025-05-12 RB 3160.33 ... -0.034278 rb2510 rb
38 2025-05-12 WR 3342.5 ... 0.018699 wr2510 wr
39 2025-05-12 HC 3256.67 ... -0.020472 hc2510 hc
40 2025-05-12 FU 5470.0 ... -0.458684 fu2507 fu
41 2025-05-12 BU 3585.0 ... -0.038494 bu2507 bu
42 2025-05-12 RU 14738.33 ... 0.000792 ru2509 ru
43 2025-05-12 SP 6200.0 ... -0.15871 sp2507 sp
44 2025-05-12 SS 13130.0 ... -0.020183 ss2507 ss
45 2025-05-12 BR 12020.0 ... -0.027454 br2507 br
46 2025-05-12 SI 9610.0 ... -0.138398 SI2506 si
47 2025-05-12 LC 66633.33 ... -0.044622 LC2507 lc
[48 rows x 15 columns]
2025-05-14 16:25:54,808 - future_1d - INFO - save future_spot 2025-05-12 completed
2025-05-14 16:26:03,173 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-13, end_day=2025-05-13) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-13 C 2300.0 ... 0.02087 c2507 c
1 2025-05-13 A 4255.0 ... -0.022327 a2507 a
2 2025-05-13 M 3116.0 ... -0.068357 m2509 m
3 2025-05-13 Y 8076.0 ... -0.031204 y2509 y
4 2025-05-13 P 8564.0 ... -0.064689 p2509 p
5 2025-05-13 JD 3365.0 ... -0.098366 jd2507 jd
6 2025-05-13 L 7445.0 ... -0.039758 l2509 l
7 2025-05-13 V 4602.0 ... 0.051717 v2509 v
8 2025-05-13 PP 7440.0 ... -0.051478 pp2509 pp
9 2025-05-13 I 786.22 ... -0.084862 i2509 i
10 2025-05-13 EG 4408.33 ... -0.014139 eg2509 eg
11 2025-05-13 EB 7720.0 ... -0.039896 eb2506 eb
12 2025-05-13 PG 4882.5 ... -0.115617 pg2506 pg
13 2025-05-13 LH 14720.0 ... -0.057745 lh2509 lh
14 2025-05-13 CF 14388.83 ... -0.073934 CF509 CF
15 2025-05-13 SR 6145.0 ... -0.045077 SR509 SR
16 2025-05-13 TA 4913.34 ... -0.035687 TA509 TA
17 2025-05-13 OI 9468.33 ... -0.009223 OI509 OI
18 2025-05-13 MA 2453.75 ... -0.070402 MA509 MA
19 2025-05-13 FG 1196.0 ... -0.137124 FG509 FG
20 2025-05-13 RM 2476.67 ... 0.011439 RM509 RM
21 2025-05-13 SF 5424.29 ... 0.035712 SF507 SF
22 2025-05-13 SM 5686.0 ... 0.024974 SM509 SM
23 2025-05-13 CY 23775.0 ... -0.173081 CY507 CY
24 2025-05-13 UR 1945.0 ... -0.021594 UR509 UR
25 2025-05-13 SA 1462.5 ... -0.104274 SA509 SA
26 2025-05-13 PF 6535.29 ... -0.014275 PF507 PF
27 2025-05-13 PX 6700.0 ... -0.002687 PX509 PX
28 2025-05-13 SH 845.0 ... 1.985799 SH509 SH
29 2025-05-13 CU 78168.33 ... -0.003689 cu2506 cu
30 2025-05-13 AL 20033.33 ... -0.004409 al2507 al
31 2025-05-13 ZN 22662.0 ... -0.01465 zn2506 zn
32 2025-05-13 PB 16850.0 ... 0.005935 pb2506 pb
33 2025-05-13 NI 124916.67 ... -0.005497 ni2506 ni
34 2025-05-13 SN 262125.0 ... 0.004635 sn2506 sn
35 2025-05-13 AU 758.86 ... 0.004849 au2508 au
36 2025-05-13 AG 8133.67 ... 0.005942 ag2508 ag
37 2025-05-13 RB 3164.78 ... -0.023945 rb2510 rb
38 2025-05-13 WR 3370.0 ... 0.018694 wr2510 wr
39 2025-05-13 HC 3296.67 ... -0.021437 hc2510 hc
40 2025-05-13 FU 5482.5 ... -0.448609 fu2507 fu
41 2025-05-13 BU 3595.0 ... -0.03783 bu2507 bu
42 2025-05-13 RU 14748.33 ... 0.016725 ru2509 ru
43 2025-05-13 SP 6250.0 ... -0.14912 sp2507 sp
44 2025-05-13 SS 13130.0 ... -0.015232 ss2507 ss
45 2025-05-13 BR 12280.0 ... -0.012215 br2507 br
46 2025-05-13 SI 9610.0 ... -0.139958 SI2506 si
47 2025-05-13 LC 65633.33 ... -0.035551 LC2507 lc
[48 rows x 15 columns]
2025-05-14 16:26:03,326 - future_1d - INFO - save future_spot 2025-05-13 completed
2025-05-14 16:26:11,339 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-14, end_day=2025-05-14) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-14 C 2304.29 ... 0.019837 c2507 c
1 2025-05-14 A 4255.0 ... -0.021152 a2507 a
2 2025-05-14 M 3084.0 ... -0.060311 m2509 m
3 2025-05-14 Y 8174.0 ... -0.036457 y2509 y
4 2025-05-14 P 8680.0 ... -0.065899 p2509 p
5 2025-05-14 JD 3375.0 ... -0.105481 jd2507 jd
6 2025-05-14 L 7508.33 ... -0.031343 l2509 l
7 2025-05-14 V 4697.0 ... 0.046413 v2509 v
8 2025-05-14 PP 7440.0 ... -0.039247 pp2509 pp
9 2025-05-14 I 793.33 ... -0.082349 i2509 i
10 2025-05-14 EG 4408.33 ... 0.01898 eg2509 eg
11 2025-05-14 EB 7890.0 ... -0.026489 eb2506 eb
12 2025-05-14 PG 4882.5 ... -0.105376 pg2506 pg
13 2025-05-14 LH 14730.0 ... -0.051595 lh2509 lh
14 2025-05-14 CF 14482.83 ... -0.075457 CF509 CF
15 2025-05-14 SR 6145.0 ... -0.039056 SR509 SR
16 2025-05-14 TA 4913.34 ... -0.012484 TA509 TA
17 2025-05-14 OI 9543.33 ... -0.013342 OI509 OI
18 2025-05-14 MA 2521.25 ... -0.074665 MA509 MA
19 2025-05-14 FG 1196.0 ... -0.132943 FG509 FG
20 2025-05-14 RM 2460.0 ... 0.013008 RM509 RM
21 2025-05-14 SF 5424.29 ... 0.044929 SF507 SF
22 2025-05-14 SM 5692.0 ... 0.030569 SM509 SM
23 2025-05-14 CY 23775.0 ... -0.169926 CY507 CY
24 2025-05-14 UR 1945.0 ... -0.035476 UR509 UR
25 2025-05-14 SA 1462.5 ... -0.09812 SA509 SA
26 2025-05-14 PF 6618.33 ... -0.004885 PF507 PF
27 2025-05-14 PX 6700.0 ... 0.024179 PX509 PX
28 2025-05-14 SH 849.0 ... 1.949352 SH509 SH
29 2025-05-14 CU 78801.67 ... -0.003828 cu2506 cu
30 2025-05-14 AL 20033.33 ... 0.004326 al2507 al
31 2025-05-14 ZN 22850.0 ... -0.014442 zn2506 zn
32 2025-05-14 PB 16850.0 ... 0.004154 pb2506 pb
33 2025-05-14 NI 126308.33 ... -0.015109 ni2506 ni
34 2025-05-14 SN 265137.5 ... -0.001914 sn2506 sn
35 2025-05-14 AU 758.86 ... 0.007142 au2508 au
36 2025-05-14 AG 8133.67 ... 0.008155 ag2508 ag
37 2025-05-14 RB 3191.78 ... -0.026875 rb2510 rb
38 2025-05-14 WR 3370.0 ... 0.026706 wr2510 wr
39 2025-05-14 HC 3313.33 ... -0.020623 hc2510 hc
40 2025-05-14 FU 5470.0 ... -0.442779 fu2507 fu
41 2025-05-14 BU 3595.0 ... -0.028095 bu2507 bu
42 2025-05-14 RU 14983.33 ... 0.011457 ru2509 ru
43 2025-05-14 SP 6266.67 ... -0.149149 sp2507 sp
44 2025-05-14 SS 13255.0 ... -0.017352 ss2507 ss
45 2025-05-14 BR 12700.0 ... -0.016535 br2507 br
46 2025-05-14 SI 9610.0 ... -0.119147 SI2509 si
47 2025-05-14 LC 64966.67 ... -0.003489 LC2507 lc
[48 rows x 15 columns]
2025-05-14 16:26:11,507 - future_1d - INFO - save future_spot 2025-05-14 add
2025-05-14 16:26:11,514 - future_1d - INFO - 0 ... 4
date 2025-05-14 ... 2025-05-14
variety C ... P
spot_price 2304.29 ... 8680.0
near_contract c2505 ... p2505
near_contract_price 2311.0 ... 8340.0
dominant_contract c2507 ... p2509
dominant_contract_price 2350.0 ... 8108.0
near_month 2505 ... 2505
dominant_month 2507 ... 2509
near_basis 6.71 ... -340.0
dom_basis 45.71 ... -572.0
near_basis_rate 0.0029 ... -0.0392
dom_basis_rate 0.0198 ... -0.0659
symbol c2507 ... p2509
comd c ... p
created_at 2025-05-14 16:26:11.469220 ... 2025-05-14 16:26:11.469220
updated_at 2025-05-14 16:26:11.469581 ... 2025-05-14 16:26:11.469581
[17 rows x 5 columns]
=========================================================================
2025-05-14 18:25:30 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-05-14 18:25:32,444 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-05-14 18:25:32,771 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-08, end_day=2025-05-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-08 C 2285.71 ... 0.036002 c2507 c
1 2025-05-08 A 4230.0 ... -0.014421 a2507 a
2 2025-05-08 M 3300.0 ... -0.117576 m2509 m
3 2025-05-08 Y 8056.0 ... -0.038481 y2509 y
4 2025-05-08 P 8538.0 ... -0.078941 p2509 p
5 2025-05-08 JD 3225.0 ... -0.063566 jd2507 jd
6 2025-05-08 L 7465.0 ... -0.061487 l2509 l
7 2025-05-08 V 4632.0 ... 0.044257 v2509 v
8 2025-05-08 PP 7440.0 ... -0.061022 pp2509 pp
9 2025-05-08 I 776.22 ... -0.098194 i2509 i
10 2025-05-08 EG 4340.0 ... -0.034793 eg2509 eg
11 2025-05-08 EB 7686.0 ... -0.091725 eb2506 eb
12 2025-05-08 PG 4917.5 ... -0.104016 pg2506 pg
13 2025-05-08 LH 14830.0 ... -0.061699 lh2509 lh
14 2025-05-08 CF 14150.33 ... -0.090834 CF509 CF
15 2025-05-08 SR 6156.67 ... -0.054034 SR509 SR
16 2025-05-08 TA 4688.34 ... -0.041452 TA509 TA
17 2025-05-08 OI 9471.67 ... -0.015485 OI509 OI
18 2025-05-08 MA 2390.0 ... -0.07113 MA509 MA
19 2025-05-08 FG 1214.4 ... -0.131258 FG509 FG
20 2025-05-08 RM 2550.0 ... 0.006667 RM509 RM
21 2025-05-08 SF 5402.86 ... 0.0202 SF507 SF
22 2025-05-08 SM 5590.0 ... 0.017889 SM509 SM
23 2025-05-08 CY 23775.0 ... -0.196845 CY507 CY
24 2025-05-08 UR 1911.67 ... -0.019705 UR509 UR
25 2025-05-08 SA 1462.5 ... -0.104274 SA509 SA
26 2025-05-08 PF 6364.79 ... -0.029662 PF507 PF
27 2025-05-08 PX 6600.0 ... -0.041212 PX509 PX
28 2025-05-08 SH 815.0 ... 2.045399 SH509 SH
29 2025-05-08 CU 78458.33 ... -0.011195 cu2506 cu
30 2025-05-08 AL 19630.0 ... -0.007641 al2506 al
31 2025-05-08 ZN 22832.0 ... -0.024177 zn2506 zn
32 2025-05-08 PB 16737.5 ... 0.002838 pb2506 pb
33 2025-05-08 NI 125050.0 ... -0.010956 ni2506 ni
34 2025-05-08 SN 262050.0 ... -0.005304 sn2506 sn
35 2025-05-08 AU 795.94 ... 0.006282 au2508 au
36 2025-05-08 AG 8188.67 ... -0.000082 ag2508 ag
37 2025-05-08 RB 3162.78 ... -0.028703 rb2510 rb
38 2025-05-08 WR 3367.5 ... 0.020341 wr2510 wr
39 2025-05-08 HC 3276.67 ... -0.023399 hc2510 hc
40 2025-05-08 FU 5450.0 ... -0.473211 fu2507 fu
41 2025-05-08 BU 3582.5 ... -0.056804 bu2507 bu
42 2025-05-08 RU 14458.33 ... 0.016369 ru2509 ru
43 2025-05-08 SP 6200.0 ... -0.17129 sp2507 sp
44 2025-05-08 SS 13042.5 ... -0.020127 ss2507 ss
45 2025-05-08 BR 11970.0 ... -0.051796 br2507 br
46 2025-05-08 SI 9640.0 ... -0.144191 SI2506 si
47 2025-05-08 LC 67733.33 ... -0.05689 LC2507 lc
[48 rows x 15 columns]
2025-05-14 18:25:32,940 - future_1d - INFO - save future_spot 2025-05-08 completed
2025-05-14 18:25:40,310 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-09, end_day=2025-05-09) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-09 C 2292.86 ... 0.033644 c2507 c
1 2025-05-09 A 4245.0 ... -0.01649 a2507 a
2 2025-05-09 M 3300.0 ... -0.117273 m2509 m
3 2025-05-09 Y 8076.0 ... -0.032689 y2509 y
4 2025-05-09 P 8510.0 ... -0.06698 p2509 p
5 2025-05-09 JD 3225.0 ... -0.058915 jd2507 jd
6 2025-05-09 L 7458.33 ... -0.059575 l2509 l
7 2025-05-09 V 4629.0 ... 0.04191 v2509 v
8 2025-05-09 PP 7440.0 ... -0.059946 pp2509 pp
9 2025-05-09 I 770.89 ... -0.096499 i2509 i
10 2025-05-09 EG 4340.0 ... -0.02788 eg2509 eg
11 2025-05-09 EB 7680.0 ... -0.091276 eb2506 eb
12 2025-05-09 PG 4917.5 ... -0.108287 pg2506 pg
13 2025-05-09 LH 14780.0 ... -0.05954 lh2509 lh
14 2025-05-09 CF 14136.0 ... -0.085668 CF509 CF
15 2025-05-09 SR 6146.67 ... -0.049892 SR509 SR
16 2025-05-09 TA 4750.84 ... -0.038486 TA509 TA
17 2025-05-09 OI 9463.33 ... -0.00796 OI509 OI
18 2025-05-09 MA 2402.5 ... -0.0718 MA509 MA
19 2025-05-09 FG 1210.4 ... -0.134171 FG509 FG
20 2025-05-09 RM 2506.67 ... 0.020078 RM509 RM
21 2025-05-09 SF 5402.86 ... 0.027234 SF507 SF
22 2025-05-09 SM 5634.0 ... 0.022719 SM509 SM
23 2025-05-09 CY 23775.0 ... -0.187802 CY507 CY
24 2025-05-09 UR 1921.67 ... -0.010236 UR509 UR
25 2025-05-09 SA 1462.5 ... -0.100171 SA509 SA
26 2025-05-09 PF 6377.92 ... -0.019116 PF507 PF
27 2025-05-09 PX 6600.0 ... -0.023333 PX509 PX
28 2025-05-09 SH 821.0 ... 2.021924 SH509 SH
29 2025-05-09 CU 78258.33 ... -0.007646 cu2506 cu
30 2025-05-09 AL 19630.0 ... -0.006623 al2507 al
31 2025-05-09 ZN 22756.0 ... -0.022236 zn2506 zn
32 2025-05-09 PB 16718.75 ... 0.004262 pb2506 pb
33 2025-05-09 NI 124758.33 ... -0.008804 ni2506 ni
34 2025-05-09 SN 259500.0 ... 0.005318 sn2506 sn
35 2025-05-09 AU 795.94 ... -0.009775 au2508 au
36 2025-05-09 AG 8188.67 ... -0.002036 ag2508 ag
37 2025-05-09 RB 3141.44 ... -0.033564 rb2510 rb
38 2025-05-09 WR 3367.5 ... 0.004009 wr2510 wr
39 2025-05-09 HC 3273.33 ... -0.030956 hc2510 hc
40 2025-05-09 FU 5470.0 ... -0.465631 fu2507 fu
41 2025-05-09 BU 3585.0 ... -0.049372 bu2507 bu
42 2025-05-09 RU 14408.33 ... 0.02059 ru2509 ru
43 2025-05-09 SP 6200.0 ... -0.164194 sp2507 sp
44 2025-05-09 SS 13042.5 ... -0.021277 ss2507 ss
45 2025-05-09 BR 12010.0 ... -0.040799 br2507 br
46 2025-05-09 SI 9640.0 ... -0.139004 SI2506 si
47 2025-05-09 LC 67133.33 ... -0.051142 LC2507 lc
[48 rows x 15 columns]
2025-05-14 18:25:40,463 - future_1d - INFO - save future_spot 2025-05-09 completed
2025-05-14 18:25:49,230 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-12, end_day=2025-05-12) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-12 C 2298.57 ... 0.029771 c2507 c
1 2025-05-12 A 4255.0 ... -0.023267 a2507 a
2 2025-05-12 M 3138.0 ... -0.078075 m2509 m
3 2025-05-12 Y 8094.0 ... -0.038053 y2509 y
4 2025-05-12 P 8610.0 ... -0.075958 p2509 p
5 2025-05-12 JD 3310.0 ... -0.082779 jd2507 jd
6 2025-05-12 L 7428.33 ... -0.054565 l2509 l
7 2025-05-12 V 4604.0 ... 0.041703 v2509 v
8 2025-05-12 PP 7440.0 ... -0.06129 pp2509 pp
9 2025-05-12 I 777.22 ... -0.090348 i2509 i
10 2025-05-12 EG 4408.33 ... -0.03274 eg2509 eg
11 2025-05-12 EB 7676.0 ... -0.072043 eb2506 eb
12 2025-05-12 PG 4905.0 ... -0.110703 pg2506 pg
13 2025-05-12 LH 14750.0 ... -0.058644 lh2509 lh
14 2025-05-12 CF 14200.83 ... -0.07435 CF509 CF
15 2025-05-12 SR 6150.0 ... -0.045854 SR509 SR
16 2025-05-12 TA 4888.33 ... -0.05121 TA509 TA
17 2025-05-12 OI 9446.67 ... -0.013621 OI509 OI
18 2025-05-12 MA 2402.5 ... -0.065557 MA509 MA
19 2025-05-12 FG 1210.4 ... -0.144085 FG509 FG
20 2025-05-12 RM 2490.0 ... 0.018072 RM509 RM
21 2025-05-12 SF 5424.29 ... 0.044192 SF507 SF
22 2025-05-12 SM 5676.0 ... 0.029951 SM509 SM
23 2025-05-12 CY 23775.0 ... -0.182334 CY507 CY
24 2025-05-12 UR 1945.0 ... -0.027763 UR509 UR
25 2025-05-12 SA 1462.5 ... -0.109744 SA509 SA
26 2025-05-12 PF 6411.79 ... -0.015252 PF507 PF
27 2025-05-12 PX 6600.0 ... -0.011515 PX509 PX
28 2025-05-12 SH 829.0 ... 2.0 SH509 SH
29 2025-05-12 CU 78425.0 ... -0.005037 cu2506 cu
30 2025-05-12 AL 19830.0 ... -0.00706 al2507 al
31 2025-05-12 ZN 22730.0 ... -0.017818 zn2506 zn
32 2025-05-12 PB 16806.25 ... 0.007066 pb2506 pb
33 2025-05-12 NI 126525.0 ... -0.005967 ni2506 ni
34 2025-05-12 SN 262537.5 ... -0.005437 sn2506 sn
35 2025-05-12 AU 769.24 ... 0.014482 au2508 au
36 2025-05-12 AG 8139.33 ... 0.008191 ag2508 ag
37 2025-05-12 RB 3160.33 ... -0.034278 rb2510 rb
38 2025-05-12 WR 3342.5 ... 0.018699 wr2510 wr
39 2025-05-12 HC 3256.67 ... -0.020472 hc2510 hc
40 2025-05-12 FU 5470.0 ... -0.458684 fu2507 fu
41 2025-05-12 BU 3585.0 ... -0.038494 bu2507 bu
42 2025-05-12 RU 14738.33 ... 0.000792 ru2509 ru
43 2025-05-12 SP 6200.0 ... -0.15871 sp2507 sp
44 2025-05-12 SS 13130.0 ... -0.020183 ss2507 ss
45 2025-05-12 BR 12020.0 ... -0.027454 br2507 br
46 2025-05-12 SI 9610.0 ... -0.138398 SI2506 si
47 2025-05-12 LC 66633.33 ... -0.044622 LC2507 lc
[48 rows x 15 columns]
2025-05-14 18:25:49,386 - future_1d - INFO - save future_spot 2025-05-12 completed
2025-05-14 18:25:57,264 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-13, end_day=2025-05-13) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-13 C 2300.0 ... 0.02087 c2507 c
1 2025-05-13 A 4255.0 ... -0.022327 a2507 a
2 2025-05-13 M 3116.0 ... -0.068357 m2509 m
3 2025-05-13 Y 8076.0 ... -0.031204 y2509 y
4 2025-05-13 P 8564.0 ... -0.064689 p2509 p
5 2025-05-13 JD 3365.0 ... -0.098366 jd2507 jd
6 2025-05-13 L 7445.0 ... -0.039758 l2509 l
7 2025-05-13 V 4602.0 ... 0.051717 v2509 v
8 2025-05-13 PP 7440.0 ... -0.051478 pp2509 pp
9 2025-05-13 I 786.22 ... -0.084862 i2509 i
10 2025-05-13 EG 4408.33 ... -0.014139 eg2509 eg
11 2025-05-13 EB 7720.0 ... -0.039896 eb2506 eb
12 2025-05-13 PG 4882.5 ... -0.115617 pg2506 pg
13 2025-05-13 LH 14720.0 ... -0.057745 lh2509 lh
14 2025-05-13 CF 14388.83 ... -0.073934 CF509 CF
15 2025-05-13 SR 6145.0 ... -0.045077 SR509 SR
16 2025-05-13 TA 4913.34 ... -0.035687 TA509 TA
17 2025-05-13 OI 9468.33 ... -0.009223 OI509 OI
18 2025-05-13 MA 2453.75 ... -0.070402 MA509 MA
19 2025-05-13 FG 1196.0 ... -0.137124 FG509 FG
20 2025-05-13 RM 2476.67 ... 0.011439 RM509 RM
21 2025-05-13 SF 5424.29 ... 0.035712 SF507 SF
22 2025-05-13 SM 5686.0 ... 0.024974 SM509 SM
23 2025-05-13 CY 23775.0 ... -0.173081 CY507 CY
24 2025-05-13 UR 1945.0 ... -0.021594 UR509 UR
25 2025-05-13 SA 1462.5 ... -0.104274 SA509 SA
26 2025-05-13 PF 6535.29 ... -0.014275 PF507 PF
27 2025-05-13 PX 6700.0 ... -0.002687 PX509 PX
28 2025-05-13 SH 845.0 ... 1.985799 SH509 SH
29 2025-05-13 CU 78168.33 ... -0.003689 cu2506 cu
30 2025-05-13 AL 20033.33 ... -0.004409 al2507 al
31 2025-05-13 ZN 22662.0 ... -0.01465 zn2506 zn
32 2025-05-13 PB 16850.0 ... 0.005935 pb2506 pb
33 2025-05-13 NI 124916.67 ... -0.005497 ni2506 ni
34 2025-05-13 SN 262125.0 ... 0.004635 sn2506 sn
35 2025-05-13 AU 758.86 ... 0.004849 au2508 au
36 2025-05-13 AG 8133.67 ... 0.005942 ag2508 ag
37 2025-05-13 RB 3164.78 ... -0.023945 rb2510 rb
38 2025-05-13 WR 3370.0 ... 0.018694 wr2510 wr
39 2025-05-13 HC 3296.67 ... -0.021437 hc2510 hc
40 2025-05-13 FU 5482.5 ... -0.448609 fu2507 fu
41 2025-05-13 BU 3595.0 ... -0.03783 bu2507 bu
42 2025-05-13 RU 14748.33 ... 0.016725 ru2509 ru
43 2025-05-13 SP 6250.0 ... -0.14912 sp2507 sp
44 2025-05-13 SS 13130.0 ... -0.015232 ss2507 ss
45 2025-05-13 BR 12280.0 ... -0.012215 br2507 br
46 2025-05-13 SI 9610.0 ... -0.139958 SI2506 si
47 2025-05-13 LC 65633.33 ... -0.035551 LC2507 lc
[48 rows x 15 columns]
2025-05-14 18:25:57,420 - future_1d - INFO - save future_spot 2025-05-13 completed
2025-05-14 18:26:07,511 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-14, end_day=2025-05-14) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-14 C 2304.29 ... 0.019837 c2507 c
1 2025-05-14 A 4255.0 ... -0.021152 a2507 a
2 2025-05-14 M 3084.0 ... -0.060311 m2509 m
3 2025-05-14 Y 8174.0 ... -0.036457 y2509 y
4 2025-05-14 P 8680.0 ... -0.065899 p2509 p
5 2025-05-14 JD 3375.0 ... -0.105481 jd2507 jd
6 2025-05-14 L 7508.33 ... -0.031343 l2509 l
7 2025-05-14 V 4697.0 ... 0.046413 v2509 v
8 2025-05-14 PP 7440.0 ... -0.039247 pp2509 pp
9 2025-05-14 I 793.33 ... -0.082349 i2509 i
10 2025-05-14 EG 4536.67 ... -0.009846 eg2509 eg
11 2025-05-14 EB 7890.0 ... -0.026489 eb2506 eb
12 2025-05-14 PG 4882.5 ... -0.105376 pg2506 pg
13 2025-05-14 LH 14730.0 ... -0.051595 lh2509 lh
14 2025-05-14 CF 14482.83 ... -0.075457 CF509 CF
15 2025-05-14 SR 6145.0 ... -0.039056 SR509 SR
16 2025-05-14 TA 4913.34 ... -0.012484 TA509 TA
17 2025-05-14 OI 9543.33 ... -0.013342 OI509 OI
18 2025-05-14 MA 2521.25 ... -0.074665 MA509 MA
19 2025-05-14 FG 1188.0 ... -0.127104 FG509 FG
20 2025-05-14 RM 2460.0 ... 0.013008 RM509 RM
21 2025-05-14 SF 5424.29 ... 0.044929 SF507 SF
22 2025-05-14 SM 5692.0 ... 0.030569 SM509 SM
23 2025-05-14 CY 23775.0 ... -0.169926 CY507 CY
24 2025-05-14 UR 1945.0 ... -0.035476 UR509 UR
25 2025-05-14 SA 1462.5 ... -0.09812 SA509 SA
26 2025-05-14 PF 6618.33 ... -0.004885 PF507 PF
27 2025-05-14 PX 6700.0 ... 0.024179 PX509 PX
28 2025-05-14 SH 849.0 ... 1.949352 SH509 SH
29 2025-05-14 CU 78801.67 ... -0.003828 cu2506 cu
30 2025-05-14 AL 20226.67 ... -0.005274 al2507 al
31 2025-05-14 ZN 22850.0 ... -0.014442 zn2506 zn
32 2025-05-14 PB 16850.0 ... 0.004154 pb2506 pb
33 2025-05-14 NI 126308.33 ... -0.015109 ni2506 ni
34 2025-05-14 SN 265137.5 ... -0.001914 sn2506 sn
35 2025-05-14 AU 759.42 ... 0.0064 au2508 au
36 2025-05-14 AG 8169.33 ... 0.003754 ag2508 ag
37 2025-05-14 RB 3191.78 ... -0.026875 rb2510 rb
38 2025-05-14 WR 3370.0 ... 0.026706 wr2510 wr
39 2025-05-14 HC 3313.33 ... -0.020623 hc2510 hc
40 2025-05-14 FU 5470.0 ... -0.442779 fu2507 fu
41 2025-05-14 BU 3595.0 ... -0.028095 bu2507 bu
42 2025-05-14 RU 14983.33 ... 0.011457 ru2509 ru
43 2025-05-14 SP 6266.67 ... -0.149149 sp2507 sp
44 2025-05-14 SS 13255.0 ... -0.017352 ss2507 ss
45 2025-05-14 BR 12700.0 ... -0.016535 br2507 br
46 2025-05-14 SI 9610.0 ... -0.119147 SI2509 si
47 2025-05-14 LC 64966.67 ... -0.003489 LC2507 lc
[48 rows x 15 columns]
2025-05-14 18:26:07,683 - future_1d - INFO - save future_spot 2025-05-14 add
2025-05-14 18:26:07,691 - future_1d - INFO - 10 ... 36
date 2025-05-14 ... 2025-05-14
variety EG ... AG
spot_price 4536.67 ... 8169.33
near_contract eg2505 ... ag2505
near_contract_price 4642.0 ... 8152.0
dominant_contract eg2509 ... ag2508
dominant_contract_price 4492.0 ... 8200.0
near_month 2505 ... 2505
dominant_month 2509 ... 2508
near_basis 105.33 ... -17.33
dom_basis -44.67 ... 30.67
near_basis_rate 0.0232 ... -0.0021
dom_basis_rate -0.0098 ... 0.0038
symbol eg2509 ... ag2508
comd eg ... ag
created_at 2025-05-14 18:26:07.649168 ... 2025-05-14 18:26:07.649168
updated_at 2025-05-14 18:26:07.649538 ... 2025-05-14 18:26:07.649538
[17 rows x 5 columns]