=========================================================================
2025-09-18 16:25:29 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-09-18 16:25:31,862 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-18 16:25:32,190 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-12, end_day=2025-09-12) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-12 C 2302.86 ... -0.0451 c2511 c
1 2025-09-12 A 4305.0 ... -0.081069 a2511 a
2 2025-09-12 M 3060.0 ... 0.008824 m2601 m
3 2025-09-12 Y 8398.0 ... -0.007383 y2601 y
4 2025-09-12 P 9354.0 ... -0.001283 p2601 p
5 2025-09-12 JD 3675.0 ... -0.170612 jd2511 jd
6 2025-09-12 L 7380.0 ... -0.027913 l2601 l
7 2025-09-12 V 4635.0 ... 0.050917 v2601 v
8 2025-09-12 PP 7106.67 ... -0.027674 pp2601 pp
9 2025-09-12 JM 1406.25 ... -0.191111 jm2601 jm
10 2025-09-12 I 808.0 ... -0.011757 i2601 i
11 2025-09-12 EG 4466.67 ... -0.042016 eg2601 eg
12 2025-09-12 EB 7320.0 ... -0.040027 eb2510 eb
13 2025-09-12 PG 4635.0 ... -0.040777 pg2510 pg
14 2025-09-12 LH 13480.0 ... -0.012611 lh2511 lh
15 2025-09-12 BZ 5952.0 ... 0.006216 bz2603 bz
16 2025-09-12 CF 15254.0 ... -0.093353 CF601 CF
17 2025-09-12 SR 5855.0 ... -0.053117 SR601 SR
18 2025-09-12 TA 4636.66 ... 0.002446 TA601 TA
19 2025-09-12 OI 10000.0 ... -0.0096 OI601 OI
20 2025-09-12 MA 2288.33 ... 0.039186 MA601 MA
21 2025-09-12 FG 1130.4 ... 0.039455 FG601 FG
22 2025-09-12 RM 2680.0 ... -0.046642 RM601 RM
23 2025-09-12 SF 5245.71 ... 0.071352 SF511 SF
24 2025-09-12 SM 5666.0 ... 0.030004 SM601 SM
25 2025-09-12 CY 23550.0 ... -0.1569 CY511 CY
26 2025-09-12 UR 1673.75 ... -0.004033 UR601 UR
27 2025-09-12 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-12 PF 6457.0 ... -0.020598 PF511 PF
29 2025-09-12 PX 7200.0 ... -0.069444 PX511 PX
30 2025-09-12 SH 890.0 ... 1.88427 SH601 SH
31 2025-09-12 PR 5885.0 ... -0.014783 PR511 PR
32 2025-09-12 CU 80945.0 ... -0.003521 cu2510 cu
33 2025-09-12 AL 21056.67 ... -0.001741 al2511 al
34 2025-09-12 ZN 22212.0 ... 0.003061 zn2510 zn
35 2025-09-12 PB 16850.0 ... 0.006825 pb2510 pb
36 2025-09-12 NI 123316.67 ... -0.017246 ni2510 ni
37 2025-09-12 SN 274212.5 ... -0.004969 sn2510 sn
38 2025-09-12 AU 829.69 ... 0.004496 au2512 au
39 2025-09-12 AG 9983.0 ... -0.002003 ag2512 ag
40 2025-09-12 RB 3124.0 ... -0.005442 rb2601 rb
41 2025-09-12 WR 3290.0 ... -0.004255 wr2510 wr
42 2025-09-12 HC 3430.0 ... -0.025948 hc2601 hc
43 2025-09-12 FU 5412.5 ... -0.495058 fu2601 fu
44 2025-09-12 BU 3635.0 ... -0.063824 bu2511 bu
45 2025-09-12 RU 14983.33 ... 0.055173 ru2601 ru
46 2025-09-12 SP 5716.67 ... -0.127464 sp2511 sp
47 2025-09-12 SS 13067.5 ... -0.01167 ss2511 ss
48 2025-09-12 BR 11960.0 ... -0.034699 br2511 br
49 2025-09-12 SI 9450.0 ... -0.07672 SI2511 si
50 2025-09-12 LC 71600.0 ... -0.007821 LC2511 lc
51 2025-09-12 PS 50666.67 ... 0.06046 PS2511 ps
[52 rows x 15 columns]
2025-09-18 16:25:32,391 - future_1d - INFO - save future_spot 2025-09-12 completed
2025-09-18 16:25:38,835 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-15, end_day=2025-09-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-15 C 2300.0 ... -0.053043 c2511 c
1 2025-09-15 A 4305.0 ... -0.084321 a2511 a
2 2025-09-15 M 3058.0 ... -0.002289 m2601 m
3 2025-09-15 Y 8448.0 ... -0.01089 y2601 y
4 2025-09-15 P 9400.0 ... -0.003191 p2601 p
5 2025-09-15 JD 3840.0 ... -0.182292 jd2511 jd
6 2025-09-15 L 7378.33 ... -0.023898 l2601 l
7 2025-09-15 V 4660.0 ... 0.051073 v2601 v
8 2025-09-15 PP 7106.67 ... -0.022608 pp2601 pp
9 2025-09-15 JM 1406.25 ... -0.166578 jm2601 jm
10 2025-09-15 I 807.89 ... -0.01348 i2601 i
11 2025-09-15 EG 4458.33 ... -0.040672 eg2601 eg
12 2025-09-15 EB 7314.0 ... -0.033087 eb2510 eb
13 2025-09-15 PG 4662.5 ... -0.032064 pg2510 pg
14 2025-09-15 LH 13450.0 ... -0.018587 lh2511 lh
15 2025-09-15 BZ 5998.67 ... 0.003722 bz2603 bz
16 2025-09-15 CF 15255.67 ... -0.089847 CF601 CF
17 2025-09-15 SR 5850.0 ... -0.052137 SR601 SR
18 2025-09-15 TA 4631.66 ... 0.0113 TA601 TA
19 2025-09-15 OI 10026.67 ... -0.014927 OI601 OI
20 2025-09-15 MA 2295.0 ... 0.039651 MA601 MA
21 2025-09-15 FG 1120.0 ... 0.065179 FG601 FG
22 2025-09-15 RM 2635.0 ... -0.047818 RM601 RM
23 2025-09-15 SF 5245.71 ... 0.078977 SF511 SF
24 2025-09-15 SM 5678.0 ... 0.03628 SM601 SM
25 2025-09-15 CY 23550.0 ... -0.155414 CY511 CY
26 2025-09-15 UR 1665.0 ... 0.008408 UR601 UR
27 2025-09-15 SA 1262.5 ... 0.028119 SA601 SA
28 2025-09-15 PF 6471.0 ... -0.016844 PF511 PF
29 2025-09-15 PX 7200.0 ... -0.060833 PX511 PX
30 2025-09-15 SH 878.0 ... 1.922551 SH601 SH
31 2025-09-15 PR 5902.5 ... -0.010928 PR511 PR
32 2025-09-15 CU 81000.0 ... -0.002099 cu2510 cu
33 2025-09-15 AL 21056.67 ... -0.000554 al2511 al
34 2025-09-15 ZN 22212.0 ... 0.004187 zn2510 zn
35 2025-09-15 PB 17037.5 ... 0.004842 pb2510 pb
36 2025-09-15 NI 123533.33 ... -0.011036 ni2510 ni
37 2025-09-15 SN 273537.5 ... 0.001289 sn2510 sn
38 2025-09-15 AU 829.28 ... 0.006777 au2512 au
39 2025-09-15 AG 9978.67 ... 0.007349 ag2512 ag
40 2025-09-15 RB 3134.0 ... -0.002234 rb2601 rb
41 2025-09-15 WR 3315.0 ... -0.007843 wr2510 wr
42 2025-09-15 HC 3430.0 ... -0.020408 hc2601 hc
43 2025-09-15 FU 5412.5 ... -0.485081 fu2601 fu
44 2025-09-15 BU 3630.0 ... -0.063912 bu2511 bu
45 2025-09-15 RU 15133.33 ... 0.048679 ru2601 ru
46 2025-09-15 SP 5716.67 ... -0.121167 sp2511 sp
47 2025-09-15 SS 13092.5 ... -0.006683 ss2511 ss
48 2025-09-15 BR 11960.0 ... -0.030936 br2511 br
49 2025-09-15 SI 9450.0 ... -0.06455 SI2511 si
50 2025-09-15 LC 71616.67 ... 0.008704 LC2511 lc
51 2025-09-15 PS 50666.67 ... 0.053947 PS2511 ps
[52 rows x 15 columns]
2025-09-18 16:25:38,993 - future_1d - INFO - save future_spot 2025-09-15 completed
2025-09-18 16:25:43,671 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-16, end_day=2025-09-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-16 C 2294.29 ... -0.054609 c2511 c
1 2025-09-16 A 4305.0 ... -0.086179 a2511 a
2 2025-09-16 M 3056.0 ... -0.003272 m2601 m
3 2025-09-16 Y 8508.0 ... -0.010578 y2601 y
4 2025-09-16 P 9516.0 ... -0.003363 p2601 p
5 2025-09-16 JD 3935.0 ... -0.204066 jd2511 jd
6 2025-09-16 L 7395.0 ... -0.018256 l2601 l
7 2025-09-16 V 4704.0 ... 0.055272 v2601 v
8 2025-09-16 PP 7100.0 ... -0.015211 pp2601 pp
9 2025-09-16 JM 1406.25 ... -0.1264 jm2601 jm
10 2025-09-16 I 816.44 ... -0.0134 i2601 i
11 2025-09-16 EG 4458.33 ... -0.035962 eg2601 eg
12 2025-09-16 EB 7324.0 ... -0.021027 eb2511 eb
13 2025-09-16 PG 4662.5 ... -0.047721 pg2511 pg
14 2025-09-16 LH 13400.0 ... -0.014179 lh2511 lh
15 2025-09-16 BZ 6032.0 ... 0.007626 bz2603 bz
16 2025-09-16 CF 15299.83 ... -0.091493 CF601 CF
17 2025-09-16 SR 5865.0 ... -0.052856 SR601 SR
18 2025-09-16 TA 4633.75 ... 0.012571 TA601 TA
19 2025-09-16 OI 10166.67 ... -0.018263 OI601 OI
20 2025-09-16 MA 2286.67 ... 0.046937 MA601 MA
21 2025-09-16 FG 1120.0 ... 0.103571 FG601 FG
22 2025-09-16 RM 2655.0 ... -0.051977 RM601 RM
23 2025-09-16 SF 5245.71 ... 0.096515 SF511 SF
24 2025-09-16 SM 5752.0 ... 0.036509 SM601 SM
25 2025-09-16 CY 23550.0 ... -0.152229 CY511 CY
26 2025-09-16 UR 1665.0 ... 0.015616 UR601 UR
27 2025-09-16 SA 1262.5 ... 0.05901 SA601 SA
28 2025-09-16 PF 6478.34 ... -0.01518 PF511 PF
29 2025-09-16 PX 7200.0 ... -0.057222 PX511 PX
30 2025-09-16 SH 866.0 ... 1.993072 SH601 SH
31 2025-09-16 PR 5932.5 ... -0.012221 PR511 PR
32 2025-09-16 CU 81196.67 ... -0.001314 cu2511 cu
33 2025-09-16 AL 20960.0 ... 0.002385 al2511 al
34 2025-09-16 ZN 22218.0 ... 0.004366 zn2511 zn
35 2025-09-16 PB 17031.25 ... 0.002862 pb2510 pb
36 2025-09-16 NI 123750.0 ... -0.006626 ni2511 ni
37 2025-09-16 SN 272712.5 ... 0.000101 sn2510 sn
38 2025-09-16 AU 837.1 ... 0.004372 au2512 au
39 2025-09-16 AG 10110.33 ... 0.000066 ag2512 ag
40 2025-09-16 RB 3148.0 ... 0.005718 rb2601 rb
41 2025-09-16 WR 3352.5 ... -0.01387 wr2510 wr
42 2025-09-16 HC 3430.0 ... -0.007872 hc2601 hc
43 2025-09-16 FU 5412.5 ... -0.482864 fu2601 fu
44 2025-09-16 BU 3630.0 ... -0.056474 bu2511 bu
45 2025-09-16 RU 15166.67 ... 0.054945 ru2601 ru
46 2025-09-16 SP 5716.67 ... -0.11242 sp2511 sp
47 2025-09-16 SS 13092.5 ... -0.002864 ss2511 ss
48 2025-09-16 BR 11960.0 ... -0.024247 br2511 br
49 2025-09-16 SI 9560.0 ... -0.061715 SI2511 si
50 2025-09-16 LC 71683.33 ... 0.027017 LC2511 lc
51 2025-09-16 PS 50666.67 ... 0.078224 PS2511 ps
[52 rows x 15 columns]
2025-09-18 16:25:43,833 - future_1d - INFO - save future_spot 2025-09-16 completed
2025-09-18 16:25:53,851 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-17, end_day=2025-09-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-17 C 2291.43 ... -0.056048 c2511 c
1 2025-09-17 A 4305.0 ... -0.090825 a2511 a
2 2025-09-17 M 3040.0 ... -0.006908 m2601 m
3 2025-09-17 Y 8448.0 ... -0.003078 y2601 y
4 2025-09-17 P 9466.0 ... 0.002958 p2601 p
5 2025-09-17 JD 4000.0 ... -0.2225 jd2511 jd
6 2025-09-17 L 7396.67 ... -0.019964 l2601 l
7 2025-09-17 V 4704.0 ... 0.05591 v2601 v
8 2025-09-17 PP 7113.33 ... -0.018463 pp2601 pp
9 2025-09-17 JM 1448.75 ... -0.151337 jm2601 jm
10 2025-09-17 I 807.56 ... -0.008123 i2601 i
11 2025-09-17 EG 4458.33 ... -0.037981 eg2601 eg
12 2025-09-17 EB 7334.0 ... -0.021543 eb2511 eb
13 2025-09-17 PG 4662.5 ... -0.049651 pg2511 pg
14 2025-09-17 LH 13350.0 ... -0.022097 lh2511 lh
15 2025-09-17 BZ 6048.67 ... 0.003361 bz2603 bz
16 2025-09-17 CF 15320.5 ... -0.09174 CF601 CF
17 2025-09-17 SR 5868.33 ... -0.05629 SR601 SR
18 2025-09-17 TA 4649.0 ... 0.01054 TA601 TA
19 2025-09-17 OI 10136.67 ... -0.008057 OI601 OI
20 2025-09-17 MA 2282.5 ... 0.042716 MA601 MA
21 2025-09-17 FG 1144.0 ... 0.079545 FG601 FG
22 2025-09-17 RM 2606.67 ... -0.046676 RM601 RM
23 2025-09-17 SF 5318.57 ... 0.076605 SF511 SF
24 2025-09-17 SM 5756.0 ... 0.034746 SM601 SM
25 2025-09-17 CY 23550.0 ... -0.151805 CY511 CY
26 2025-09-17 UR 1672.5 ... 0.005082 UR601 UR
27 2025-09-17 SA 1262.5 ... 0.055842 SA601 SA
28 2025-09-17 PF 6480.0 ... -0.015123 PF511 PF
29 2025-09-17 PX 7200.0 ... -0.058056 PX511 PX
30 2025-09-17 SH 856.0 ... 2.029206 SH601 SH
31 2025-09-17 PR 5917.5 ... -0.010393 PR511 PR
32 2025-09-17 CU 80603.33 ... 0.00182 cu2511 cu
33 2025-09-17 AL 20906.67 ... 0.003507 al2511 al
34 2025-09-17 ZN 22146.0 ... 0.006277 zn2511 zn
35 2025-09-17 PB 17018.75 ... 0.003599 pb2510 pb
36 2025-09-17 NI 122900.0 ... -0.006021 ni2511 ni
37 2025-09-17 SN 272137.5 ... 0.0035 sn2510 sn
38 2025-09-17 AU 835.95 ... 0.0064 au2512 au
39 2025-09-17 AG 9927.0 ... 0.010376 ag2512 ag
40 2025-09-17 RB 3148.0 ... 0.002224 rb2601 rb
41 2025-09-17 WR 3350.0 ... -0.018507 wr2510 wr
42 2025-09-17 HC 3450.0 ... -0.01913 hc2601 hc
43 2025-09-17 FU 5425.0 ... -0.477788 fu2601 fu
44 2025-09-17 BU 3630.0 ... -0.052617 bu2511 bu
45 2025-09-17 RU 15091.67 ... 0.053561 ru2601 ru
46 2025-09-17 SP 5716.67 ... -0.115919 sp2511 sp
47 2025-09-17 SS 13092.5 ... -0.01203 ss2511 ss
48 2025-09-17 BR 11950.0 ... -0.027615 br2511 br
49 2025-09-17 SI 9580.0 ... -0.068372 SI2511 si
50 2025-09-17 LC 72183.33 ... 0.017132 LC2511 lc
51 2025-09-17 PS 50666.67 ... 0.05523 PS2511 ps
[52 rows x 15 columns]
2025-09-18 16:25:54,009 - future_1d - INFO - save future_spot 2025-09-17 completed
2025-09-18 16:26:01,028 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-18, end_day=2025-09-18) done
2025-09-18 16:26:01,044 - future_1d - INFO - save future_spot 2025-09-18 failed
=========================================================================
2025-09-18 18:25:24 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-09-18 18:25:26,133 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-18 18:25:26,467 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-12, end_day=2025-09-12) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-12 C 2302.86 ... -0.0451 c2511 c
1 2025-09-12 A 4305.0 ... -0.081069 a2511 a
2 2025-09-12 M 3060.0 ... 0.008824 m2601 m
3 2025-09-12 Y 8398.0 ... -0.007383 y2601 y
4 2025-09-12 P 9354.0 ... -0.001283 p2601 p
5 2025-09-12 JD 3675.0 ... -0.170612 jd2511 jd
6 2025-09-12 L 7380.0 ... -0.027913 l2601 l
7 2025-09-12 V 4635.0 ... 0.050917 v2601 v
8 2025-09-12 PP 7106.67 ... -0.027674 pp2601 pp
9 2025-09-12 JM 1406.25 ... -0.191111 jm2601 jm
10 2025-09-12 I 808.0 ... -0.011757 i2601 i
11 2025-09-12 EG 4466.67 ... -0.042016 eg2601 eg
12 2025-09-12 EB 7320.0 ... -0.040027 eb2510 eb
13 2025-09-12 PG 4635.0 ... -0.040777 pg2510 pg
14 2025-09-12 LH 13480.0 ... -0.012611 lh2511 lh
15 2025-09-12 BZ 5952.0 ... 0.006216 bz2603 bz
16 2025-09-12 CF 15254.0 ... -0.093353 CF601 CF
17 2025-09-12 SR 5855.0 ... -0.053117 SR601 SR
18 2025-09-12 TA 4636.66 ... 0.002446 TA601 TA
19 2025-09-12 OI 10000.0 ... -0.0096 OI601 OI
20 2025-09-12 MA 2288.33 ... 0.039186 MA601 MA
21 2025-09-12 FG 1130.4 ... 0.039455 FG601 FG
22 2025-09-12 RM 2680.0 ... -0.046642 RM601 RM
23 2025-09-12 SF 5245.71 ... 0.071352 SF511 SF
24 2025-09-12 SM 5666.0 ... 0.030004 SM601 SM
25 2025-09-12 CY 23550.0 ... -0.1569 CY511 CY
26 2025-09-12 UR 1673.75 ... -0.004033 UR601 UR
27 2025-09-12 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-12 PF 6457.0 ... -0.020598 PF511 PF
29 2025-09-12 PX 7200.0 ... -0.069444 PX511 PX
30 2025-09-12 SH 890.0 ... 1.88427 SH601 SH
31 2025-09-12 PR 5885.0 ... -0.014783 PR511 PR
32 2025-09-12 CU 80945.0 ... -0.003521 cu2510 cu
33 2025-09-12 AL 21056.67 ... -0.001741 al2511 al
34 2025-09-12 ZN 22212.0 ... 0.003061 zn2510 zn
35 2025-09-12 PB 16850.0 ... 0.006825 pb2510 pb
36 2025-09-12 NI 123316.67 ... -0.017246 ni2510 ni
37 2025-09-12 SN 274212.5 ... -0.004969 sn2510 sn
38 2025-09-12 AU 829.69 ... 0.004496 au2512 au
39 2025-09-12 AG 9983.0 ... -0.002003 ag2512 ag
40 2025-09-12 RB 3124.0 ... -0.005442 rb2601 rb
41 2025-09-12 WR 3290.0 ... -0.004255 wr2510 wr
42 2025-09-12 HC 3430.0 ... -0.025948 hc2601 hc
43 2025-09-12 FU 5412.5 ... -0.495058 fu2601 fu
44 2025-09-12 BU 3635.0 ... -0.063824 bu2511 bu
45 2025-09-12 RU 14983.33 ... 0.055173 ru2601 ru
46 2025-09-12 SP 5716.67 ... -0.127464 sp2511 sp
47 2025-09-12 SS 13067.5 ... -0.01167 ss2511 ss
48 2025-09-12 BR 11960.0 ... -0.034699 br2511 br
49 2025-09-12 SI 9450.0 ... -0.07672 SI2511 si
50 2025-09-12 LC 71600.0 ... -0.007821 LC2511 lc
51 2025-09-12 PS 50666.67 ... 0.06046 PS2511 ps
[52 rows x 15 columns]
2025-09-18 18:25:26,642 - future_1d - INFO - save future_spot 2025-09-12 completed
2025-09-18 18:25:32,134 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-15, end_day=2025-09-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-15 C 2300.0 ... -0.053043 c2511 c
1 2025-09-15 A 4305.0 ... -0.084321 a2511 a
2 2025-09-15 M 3058.0 ... -0.002289 m2601 m
3 2025-09-15 Y 8448.0 ... -0.01089 y2601 y
4 2025-09-15 P 9400.0 ... -0.003191 p2601 p
5 2025-09-15 JD 3840.0 ... -0.182292 jd2511 jd
6 2025-09-15 L 7378.33 ... -0.023898 l2601 l
7 2025-09-15 V 4660.0 ... 0.051073 v2601 v
8 2025-09-15 PP 7106.67 ... -0.022608 pp2601 pp
9 2025-09-15 JM 1406.25 ... -0.166578 jm2601 jm
10 2025-09-15 I 807.89 ... -0.01348 i2601 i
11 2025-09-15 EG 4458.33 ... -0.040672 eg2601 eg
12 2025-09-15 EB 7314.0 ... -0.033087 eb2510 eb
13 2025-09-15 PG 4662.5 ... -0.032064 pg2510 pg
14 2025-09-15 LH 13450.0 ... -0.018587 lh2511 lh
15 2025-09-15 BZ 5998.67 ... 0.003722 bz2603 bz
16 2025-09-15 CF 15255.67 ... -0.089847 CF601 CF
17 2025-09-15 SR 5850.0 ... -0.052137 SR601 SR
18 2025-09-15 TA 4631.66 ... 0.0113 TA601 TA
19 2025-09-15 OI 10026.67 ... -0.014927 OI601 OI
20 2025-09-15 MA 2295.0 ... 0.039651 MA601 MA
21 2025-09-15 FG 1120.0 ... 0.065179 FG601 FG
22 2025-09-15 RM 2635.0 ... -0.047818 RM601 RM
23 2025-09-15 SF 5245.71 ... 0.078977 SF511 SF
24 2025-09-15 SM 5678.0 ... 0.03628 SM601 SM
25 2025-09-15 CY 23550.0 ... -0.155414 CY511 CY
26 2025-09-15 UR 1665.0 ... 0.008408 UR601 UR
27 2025-09-15 SA 1262.5 ... 0.028119 SA601 SA
28 2025-09-15 PF 6471.0 ... -0.016844 PF511 PF
29 2025-09-15 PX 7200.0 ... -0.060833 PX511 PX
30 2025-09-15 SH 878.0 ... 1.922551 SH601 SH
31 2025-09-15 PR 5902.5 ... -0.010928 PR511 PR
32 2025-09-15 CU 81000.0 ... -0.002099 cu2510 cu
33 2025-09-15 AL 21056.67 ... -0.000554 al2511 al
34 2025-09-15 ZN 22212.0 ... 0.004187 zn2510 zn
35 2025-09-15 PB 17037.5 ... 0.004842 pb2510 pb
36 2025-09-15 NI 123533.33 ... -0.011036 ni2510 ni
37 2025-09-15 SN 273537.5 ... 0.001289 sn2510 sn
38 2025-09-15 AU 829.28 ... 0.006777 au2512 au
39 2025-09-15 AG 9978.67 ... 0.007349 ag2512 ag
40 2025-09-15 RB 3134.0 ... -0.002234 rb2601 rb
41 2025-09-15 WR 3315.0 ... -0.007843 wr2510 wr
42 2025-09-15 HC 3430.0 ... -0.020408 hc2601 hc
43 2025-09-15 FU 5412.5 ... -0.485081 fu2601 fu
44 2025-09-15 BU 3630.0 ... -0.063912 bu2511 bu
45 2025-09-15 RU 15133.33 ... 0.048679 ru2601 ru
46 2025-09-15 SP 5716.67 ... -0.121167 sp2511 sp
47 2025-09-15 SS 13092.5 ... -0.006683 ss2511 ss
48 2025-09-15 BR 11960.0 ... -0.030936 br2511 br
49 2025-09-15 SI 9450.0 ... -0.06455 SI2511 si
50 2025-09-15 LC 71616.67 ... 0.008704 LC2511 lc
51 2025-09-15 PS 50666.67 ... 0.053947 PS2511 ps
[52 rows x 15 columns]
2025-09-18 18:25:32,291 - future_1d - INFO - save future_spot 2025-09-15 completed
2025-09-18 18:25:39,391 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-16, end_day=2025-09-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-16 C 2294.29 ... -0.054609 c2511 c
1 2025-09-16 A 4305.0 ... -0.086179 a2511 a
2 2025-09-16 M 3056.0 ... -0.003272 m2601 m
3 2025-09-16 Y 8508.0 ... -0.010578 y2601 y
4 2025-09-16 P 9516.0 ... -0.003363 p2601 p
5 2025-09-16 JD 3935.0 ... -0.204066 jd2511 jd
6 2025-09-16 L 7395.0 ... -0.018256 l2601 l
7 2025-09-16 V 4704.0 ... 0.055272 v2601 v
8 2025-09-16 PP 7100.0 ... -0.015211 pp2601 pp
9 2025-09-16 JM 1406.25 ... -0.1264 jm2601 jm
10 2025-09-16 I 816.44 ... -0.0134 i2601 i
11 2025-09-16 EG 4458.33 ... -0.035962 eg2601 eg
12 2025-09-16 EB 7324.0 ... -0.021027 eb2511 eb
13 2025-09-16 PG 4662.5 ... -0.047721 pg2511 pg
14 2025-09-16 LH 13400.0 ... -0.014179 lh2511 lh
15 2025-09-16 BZ 6032.0 ... 0.007626 bz2603 bz
16 2025-09-16 CF 15299.83 ... -0.091493 CF601 CF
17 2025-09-16 SR 5865.0 ... -0.052856 SR601 SR
18 2025-09-16 TA 4633.75 ... 0.012571 TA601 TA
19 2025-09-16 OI 10166.67 ... -0.018263 OI601 OI
20 2025-09-16 MA 2286.67 ... 0.046937 MA601 MA
21 2025-09-16 FG 1120.0 ... 0.103571 FG601 FG
22 2025-09-16 RM 2655.0 ... -0.051977 RM601 RM
23 2025-09-16 SF 5245.71 ... 0.096515 SF511 SF
24 2025-09-16 SM 5752.0 ... 0.036509 SM601 SM
25 2025-09-16 CY 23550.0 ... -0.152229 CY511 CY
26 2025-09-16 UR 1665.0 ... 0.015616 UR601 UR
27 2025-09-16 SA 1262.5 ... 0.05901 SA601 SA
28 2025-09-16 PF 6478.34 ... -0.01518 PF511 PF
29 2025-09-16 PX 7200.0 ... -0.057222 PX511 PX
30 2025-09-16 SH 866.0 ... 1.993072 SH601 SH
31 2025-09-16 PR 5932.5 ... -0.012221 PR511 PR
32 2025-09-16 CU 81196.67 ... -0.001314 cu2511 cu
33 2025-09-16 AL 20960.0 ... 0.002385 al2511 al
34 2025-09-16 ZN 22218.0 ... 0.004366 zn2511 zn
35 2025-09-16 PB 17031.25 ... 0.002862 pb2510 pb
36 2025-09-16 NI 123750.0 ... -0.006626 ni2511 ni
37 2025-09-16 SN 272712.5 ... 0.000101 sn2510 sn
38 2025-09-16 AU 837.1 ... 0.004372 au2512 au
39 2025-09-16 AG 10110.33 ... 0.000066 ag2512 ag
40 2025-09-16 RB 3148.0 ... 0.005718 rb2601 rb
41 2025-09-16 WR 3352.5 ... -0.01387 wr2510 wr
42 2025-09-16 HC 3430.0 ... -0.007872 hc2601 hc
43 2025-09-16 FU 5412.5 ... -0.482864 fu2601 fu
44 2025-09-16 BU 3630.0 ... -0.056474 bu2511 bu
45 2025-09-16 RU 15166.67 ... 0.054945 ru2601 ru
46 2025-09-16 SP 5716.67 ... -0.11242 sp2511 sp
47 2025-09-16 SS 13092.5 ... -0.002864 ss2511 ss
48 2025-09-16 BR 11960.0 ... -0.024247 br2511 br
49 2025-09-16 SI 9560.0 ... -0.061715 SI2511 si
50 2025-09-16 LC 71683.33 ... 0.027017 LC2511 lc
51 2025-09-16 PS 50666.67 ... 0.078224 PS2511 ps
[52 rows x 15 columns]
2025-09-18 18:25:39,550 - future_1d - INFO - save future_spot 2025-09-16 completed
2025-09-18 18:25:49,259 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-17, end_day=2025-09-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-17 C 2291.43 ... -0.056048 c2511 c
1 2025-09-17 A 4305.0 ... -0.090825 a2511 a
2 2025-09-17 M 3040.0 ... -0.006908 m2601 m
3 2025-09-17 Y 8448.0 ... -0.003078 y2601 y
4 2025-09-17 P 9466.0 ... 0.002958 p2601 p
5 2025-09-17 JD 4000.0 ... -0.2225 jd2511 jd
6 2025-09-17 L 7396.67 ... -0.019964 l2601 l
7 2025-09-17 V 4704.0 ... 0.05591 v2601 v
8 2025-09-17 PP 7113.33 ... -0.018463 pp2601 pp
9 2025-09-17 JM 1448.75 ... -0.151337 jm2601 jm
10 2025-09-17 I 807.56 ... -0.008123 i2601 i
11 2025-09-17 EG 4458.33 ... -0.037981 eg2601 eg
12 2025-09-17 EB 7334.0 ... -0.021543 eb2511 eb
13 2025-09-17 PG 4662.5 ... -0.049651 pg2511 pg
14 2025-09-17 LH 13350.0 ... -0.022097 lh2511 lh
15 2025-09-17 BZ 6048.67 ... 0.003361 bz2603 bz
16 2025-09-17 CF 15320.5 ... -0.09174 CF601 CF
17 2025-09-17 SR 5868.33 ... -0.05629 SR601 SR
18 2025-09-17 TA 4649.0 ... 0.01054 TA601 TA
19 2025-09-17 OI 10136.67 ... -0.008057 OI601 OI
20 2025-09-17 MA 2282.5 ... 0.042716 MA601 MA
21 2025-09-17 FG 1144.0 ... 0.079545 FG601 FG
22 2025-09-17 RM 2606.67 ... -0.046676 RM601 RM
23 2025-09-17 SF 5318.57 ... 0.076605 SF511 SF
24 2025-09-17 SM 5756.0 ... 0.034746 SM601 SM
25 2025-09-17 CY 23550.0 ... -0.151805 CY511 CY
26 2025-09-17 UR 1672.5 ... 0.005082 UR601 UR
27 2025-09-17 SA 1262.5 ... 0.055842 SA601 SA
28 2025-09-17 PF 6480.0 ... -0.015123 PF511 PF
29 2025-09-17 PX 7200.0 ... -0.058056 PX511 PX
30 2025-09-17 SH 856.0 ... 2.029206 SH601 SH
31 2025-09-17 PR 5917.5 ... -0.010393 PR511 PR
32 2025-09-17 CU 80603.33 ... 0.00182 cu2511 cu
33 2025-09-17 AL 20906.67 ... 0.003507 al2511 al
34 2025-09-17 ZN 22146.0 ... 0.006277 zn2511 zn
35 2025-09-17 PB 17018.75 ... 0.003599 pb2510 pb
36 2025-09-17 NI 122900.0 ... -0.006021 ni2511 ni
37 2025-09-17 SN 272137.5 ... 0.0035 sn2510 sn
38 2025-09-17 AU 835.95 ... 0.0064 au2512 au
39 2025-09-17 AG 9927.0 ... 0.010376 ag2512 ag
40 2025-09-17 RB 3148.0 ... 0.002224 rb2601 rb
41 2025-09-17 WR 3350.0 ... -0.018507 wr2510 wr
42 2025-09-17 HC 3450.0 ... -0.01913 hc2601 hc
43 2025-09-17 FU 5425.0 ... -0.477788 fu2601 fu
44 2025-09-17 BU 3630.0 ... -0.052617 bu2511 bu
45 2025-09-17 RU 15091.67 ... 0.053561 ru2601 ru
46 2025-09-17 SP 5716.67 ... -0.115919 sp2511 sp
47 2025-09-17 SS 13092.5 ... -0.01203 ss2511 ss
48 2025-09-17 BR 11950.0 ... -0.027615 br2511 br
49 2025-09-17 SI 9580.0 ... -0.068372 SI2511 si
50 2025-09-17 LC 72183.33 ... 0.017132 LC2511 lc
51 2025-09-17 PS 50666.67 ... 0.05523 PS2511 ps
[52 rows x 15 columns]
2025-09-18 18:25:49,416 - future_1d - INFO - save future_spot 2025-09-17 completed
2025-09-18 18:25:59,596 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-18, end_day=2025-09-18) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-18 C 2287.14 ... -0.051217 c2511 c
1 2025-09-18 A 4300.0 ... -0.094884 a2511 a
2 2025-09-18 M 3012.0 ... -0.003652 m2601 m
3 2025-09-18 Y 8358.0 ... -0.006222 y2601 y
4 2025-09-18 P 9366.0 ... -0.002349 p2601 p
5 2025-09-18 JD 4000.0 ... -0.22025 jd2511 jd
6 2025-09-18 L 7395.0 ... -0.0238 l2601 l
7 2025-09-18 V 4679.0 ... 0.055567 v2601 v
8 2025-09-18 PP 7071.67 ... -0.016498 pp2601 pp
9 2025-09-18 JM 1448.75 ... -0.161001 jm2601 jm
10 2025-09-18 I 807.56 ... -0.008123 i2601 i
11 2025-09-18 EG 4450.0 ... -0.037753 eg2601 eg
12 2025-09-18 EB 7328.0 ... -0.032478 eb2511 eb
13 2025-09-18 PG 4630.0 ... -0.049676 pg2511 pg
14 2025-09-18 LH 13300.0 ... -0.031203 lh2511 lh
15 2025-09-18 BZ 6052.0 ... -0.005122 bz2603 bz
16 2025-09-18 CF 15329.5 ... -0.097492 CF601 CF
17 2025-09-18 SR 5871.67 ... -0.06398 SR601 SR
18 2025-09-18 TA 4644.0 ... 0.013781 TA601 TA
19 2025-09-18 OI 10106.67 ... -0.013919 OI601 OI
20 2025-09-18 MA 2261.67 ... 0.041708 MA601 MA
21 2025-09-18 FG 1142.4 ... 0.067052 FG601 FG
22 2025-09-18 RM 2606.67 ... -0.052815 RM601 RM
23 2025-09-18 SF 5318.57 ... 0.086758 SF511 SF
24 2025-09-18 SM 5766.0 ... 0.03642 SM601 SM
25 2025-09-18 CY 23550.0 ... -0.155839 CY511 CY
26 2025-09-18 UR 1672.5 ... -0.000897 UR601 UR
27 2025-09-18 SA 1262.5 ... 0.043168 SA601 SA
28 2025-09-18 PF 6481.88 ... -0.011706 PF511 PF
29 2025-09-18 PX 7200.0 ... -0.060556 PX511 PX
30 2025-09-18 SH 850.0 ... 2.058824 SH601 SH
31 2025-09-18 PR 5917.5 ... -0.006675 PR511 PR
32 2025-09-18 CU 80043.33 ... -0.00329 cu2511 cu
33 2025-09-18 AL 20906.67 ... -0.005341 al2511 al
34 2025-09-18 ZN 22006.0 ... 0.00359 zn2511 zn
35 2025-09-18 PB 17062.5 ... 0.003956 pb2511 pb
36 2025-09-18 NI 123016.67 ... -0.010703 ni2511 ni
37 2025-09-18 SN 270362.5 ... -0.000453 sn2510 sn
38 2025-09-18 AU 835.95 ... -0.002381 au2512 au
39 2025-09-18 AG 9927.0 ... -0.001914 ag2512 ag
40 2025-09-18 RB 3141.0 ... 0.002547 rb2601 rb
41 2025-09-18 WR 3342.5 ... -0.018998 wr2510 wr
42 2025-09-18 HC 3450.0 ... -0.023768 hc2601 hc
43 2025-09-18 FU 5450.0 ... -0.484954 fu2601 fu
44 2025-09-18 BU 3630.0 ... -0.053444 bu2511 bu
45 2025-09-18 RU 14850.0 ... 0.052525 ru2601 ru
46 2025-09-18 SP 5716.67 ... -0.123966 sp2511 sp
47 2025-09-18 SS 13092.5 ... -0.013939 ss2511 ss
48 2025-09-18 BR 11870.0 ... -0.034962 br2511 br
49 2025-09-18 SI 9600.0 ... -0.064583 SI2511 si
50 2025-09-18 LC 72633.33 ... 0.002019 LC2511 lc
51 2025-09-18 PS 52000.0 ... 0.022308 PS2511 ps
[52 rows x 15 columns]
2025-09-18 18:25:59,775 - future_1d - INFO - save future_spot 2025-09-18 add
2025-09-18 18:25:59,783 - future_1d - INFO - 0 ... 4
date 2025-09-18 ... 2025-09-18
variety C ... P
spot_price 2287.14 ... 9366.0
near_contract c2511 ... p2510
near_contract_price 2170.0 ... 9254.0
dominant_contract c2511 ... p2601
dominant_contract_price 2170.0 ... 9344.0
near_month 2511 ... 2510
dominant_month 2511 ... 2601
near_basis -117.14 ... -112.0
dom_basis -117.14 ... -22.0
near_basis_rate -0.0512 ... -0.012
dom_basis_rate -0.0512 ... -0.0023
symbol c2511 ... p2601
comd c ... p
created_at 2025-09-18 18:25:59.729878 ... 2025-09-18 18:25:59.729878
updated_at 2025-09-18 18:25:59.730240 ... 2025-09-18 18:25:59.730240
[17 rows x 5 columns]