=========================================================================
2025-09-05 16:25:43 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-09-05 16:25:44,989 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-05 16:25:45,317 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-01, end_day=2025-09-01) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-01 C 2301.43 ... -0.048418 c2511 c
1 2025-09-01 A 4305.0 ... -0.079907 a2511 a
2 2025-09-01 M 3106.0 ... -0.01481 m2601 m
3 2025-09-01 Y 8420.0 ... -0.010689 y2601 y
4 2025-09-01 P 9404.0 ... -0.008294 p2601 p
5 2025-09-01 JD 3225.0 ... -0.085891 jd2510 jd
6 2025-09-01 L 7428.33 ... -0.023199 l2601 l
7 2025-09-01 V 4643.0 ... 0.05126 v2601 v
8 2025-09-01 PP 7180.0 ... -0.032173 pp2601 pp
9 2025-09-01 JM 1433.75 ... -0.217786 jm2601 jm
10 2025-09-01 I 780.78 ... -0.012526 i2601 i
11 2025-09-01 EG 4485.0 ... -0.010479 eg2601 eg
12 2025-09-01 EB 7510.0 ... -0.065513 eb2510 eb
13 2025-09-01 PG 4782.5 ... -0.087507 pg2510 pg
14 2025-09-01 LH 13870.0 ... -0.017664 lh2511 lh
15 2025-09-01 BZ 5975.33 ... 0.004463 bz2603 bz
16 2025-09-01 CF 15478.67 ... -0.094237 CF601 CF
17 2025-09-01 SR 5943.33 ... -0.057431 SR601 SR
18 2025-09-01 TA 4755.5 ... 0.003049 TA601 TA
19 2025-09-01 OI 9910.0 ... -0.013118 OI601 OI
20 2025-09-01 MA 2253.33 ... 0.046895 MA601 MA
21 2025-09-01 FG 1110.4 ... 0.032961 FG601 FG
22 2025-09-01 RM 2623.33 ... -0.04282 RM601 RM
23 2025-09-01 SF 5207.14 ... 0.053553 SF511 SF
24 2025-09-01 SM 5638.0 ... 0.013835 SM601 SM
25 2025-09-01 CY 23550.0 ... -0.152654 CY511 CY
26 2025-09-01 UR 1707.5 ... 0.017277 UR601 UR
27 2025-09-01 SA 1290.0 ... -0.015504 SA601 SA
28 2025-09-01 PF 6535.12 ... -0.010577 PF511 PF
29 2025-09-01 PX 7200.0 ... -0.048056 PX511 PX
30 2025-09-01 SH 890.0 ... 2.022472 SH601 SH
31 2025-09-01 PR 5967.5 ... -0.004608 PR511 PR
32 2025-09-01 CU 79993.33 ... -0.003542 cu2510 cu
33 2025-09-01 AL 20636.67 ... 0.001615 al2510 al
34 2025-09-01 ZN 22076.0 ... 0.00539 zn2510 zn
35 2025-09-01 PB 16800.0 ... 0.002381 pb2510 pb
36 2025-09-01 NI 124566.67 ... -0.014423 ni2510 ni
37 2025-09-01 SN 272675.0 ... 0.004016 sn2510 sn
38 2025-09-01 AU 787.66 ... 0.012772 au2512 au
39 2025-09-01 AG 9637.33 ... -0.000553 ag2512 ag
40 2025-09-01 RB 3180.0 ... -0.018239 rb2601 rb
41 2025-09-01 WR 3377.5 ... -0.033605 wr2510 wr
42 2025-09-01 HC 3383.33 ... -0.021674 hc2601 hc
43 2025-09-01 FU 5387.5 ... -0.479536 fu2601 fu
44 2025-09-01 BU 3680.0 ... -0.051359 bu2511 bu
45 2025-09-01 RU 14958.33 ... 0.058942 ru2601 ru
46 2025-09-01 SP 5733.33 ... -0.122325 sp2511 sp
47 2025-09-01 SS 13080.0 ... -0.015673 ss2510 ss
48 2025-09-01 BR 12200.0 ... -0.029098 br2511 br
49 2025-09-01 SI 9360.0 ... -0.105235 SI2511 si
50 2025-09-01 LC 77633.33 ... -0.022585 LC2511 lc
51 2025-09-01 PS 50000.0 ... -0.0021 PS2511 ps
[52 rows x 15 columns]
2025-09-05 16:25:45,519 - future_1d - INFO - save future_spot 2025-09-01 completed
2025-09-05 16:25:51,110 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-02, end_day=2025-09-02) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-02 C 2301.43 ... -0.041466 c2511 c
1 2025-09-02 A 4305.0 ... -0.078049 a2511 a
2 2025-09-02 M 3104.0 ... -0.015464 m2601 m
3 2025-09-02 Y 8428.0 ... -0.007594 y2601 y
4 2025-09-02 P 9492.0 ... -0.005268 p2601 p
5 2025-09-02 JD 3225.0 ... -0.090233 jd2510 jd
6 2025-09-02 L 7425.0 ... -0.022088 l2601 l
7 2025-09-02 V 4668.0 ... 0.047986 v2601 v
8 2025-09-02 PP 7155.0 ... -0.028232 pp2601 pp
9 2025-09-02 JM 1433.75 ... -0.218832 jm2601 jm
10 2025-09-02 I 782.33 ... -0.013843 i2601 i
11 2025-09-02 EG 4478.33 ... -0.02151 eg2601 eg
12 2025-09-02 EB 7490.0 ... -0.069693 eb2510 eb
13 2025-09-02 PG 4735.0 ... -0.06378 pg2510 pg
14 2025-09-02 LH 13850.0 ... -0.020217 lh2511 lh
15 2025-09-02 BZ 5975.33 ... -0.001561 bz2603 bz
16 2025-09-02 CF 15414.33 ... -0.085916 CF601 CF
17 2025-09-02 SR 5928.33 ... -0.056227 SR601 SR
18 2025-09-02 TA 4759.5 ... 0.003467 TA601 TA
19 2025-09-02 OI 9876.67 ... -0.010294 OI601 OI
20 2025-09-02 MA 2239.17 ... 0.062001 MA601 MA
21 2025-09-02 FG 1110.4 ... 0.028458 FG601 FG
22 2025-09-02 RM 2628.33 ... -0.042738 RM601 RM
23 2025-09-02 SF 5207.14 ... 0.064692 SF511 SF
24 2025-09-02 SM 5652.0 ... 0.016985 SM601 SM
25 2025-09-02 CY 23550.0 ... -0.148195 CY511 CY
26 2025-09-02 UR 1712.5 ... 0.020146 UR601 UR
27 2025-09-02 SA 1262.5 ... 0.008317 SA601 SA
28 2025-09-02 PF 6525.21 ... -0.009687 PF511 PF
29 2025-09-02 PX 7200.0 ... -0.046389 PX511 PX
30 2025-09-02 SH 890.0 ... 2.016854 SH601 SH
31 2025-09-02 PR 5965.0 ... -0.005197 PR511 PR
32 2025-09-02 CU 80130.0 ... -0.004368 cu2510 cu
33 2025-09-02 AL 20636.67 ... 0.003796 al2510 al
34 2025-09-02 ZN 22132.0 ... 0.006009 zn2510 zn
35 2025-09-02 PB 16800.0 ... 0.004464 pb2510 pb
36 2025-09-02 NI 124383.33 ... -0.009916 ni2510 ni
37 2025-09-02 SN 273387.5 ... 0.003557 sn2510 sn
38 2025-09-02 AU 787.66 ... 0.024021 au2512 au
39 2025-09-02 AG 9637.33 ... 0.023312 ag2512 ag
40 2025-09-02 RB 3186.0 ... -0.021971 rb2601 rb
41 2025-09-02 WR 3325.0 ... -0.018045 wr2510 wr
42 2025-09-02 HC 3363.33 ... -0.018235 hc2601 hc
43 2025-09-02 FU 5387.5 ... -0.472668 fu2601 fu
44 2025-09-02 BU 3666.67 ... -0.031546 bu2511 bu
45 2025-09-02 RU 15016.67 ... 0.06182 ru2601 ru
46 2025-09-02 SP 5733.33 ... -0.120581 sp2511 sp
47 2025-09-02 SS 13080.0 ... -0.007263 ss2510 ss
48 2025-09-02 BR 12200.0 ... -0.02623 br2511 br
49 2025-09-02 SI 9390.0 ... -0.093184 SI2511 si
50 2025-09-02 LC 77133.33 ... -0.038289 LC2511 lc
51 2025-09-02 PS 50000.0 ... 0.0397 PS2511 ps
[52 rows x 15 columns]
2025-09-05 16:25:51,267 - future_1d - INFO - save future_spot 2025-09-02 completed
2025-09-05 16:25:59,285 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-03, end_day=2025-09-03) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-03 C 2302.86 ... -0.045969 c2511 c
1 2025-09-03 A 4305.0 ... -0.07921 a2511 a
2 2025-09-03 M 3104.0 ... -0.015142 m2601 m
3 2025-09-03 Y 8438.0 ... -0.008296 y2601 y
4 2025-09-03 P 9492.0 ... -0.008639 p2601 p
5 2025-09-03 JD 3235.0 ... -0.079134 jd2510 jd
6 2025-09-03 L 7425.0 ... -0.021953 l2601 l
7 2025-09-03 V 4675.0 ... 0.048556 v2601 v
8 2025-09-03 PP 7138.33 ... -0.024702 pp2601 pp
9 2025-09-03 JM 1433.75 ... -0.221273 jm2601 jm
10 2025-09-03 I 789.67 ... -0.014145 i2601 i
11 2025-09-03 EG 4478.33 ... -0.029772 eg2601 eg
12 2025-09-03 EB 7490.0 ... -0.065154 eb2510 eb
13 2025-09-03 PG 4735.0 ... -0.064625 pg2510 pg
14 2025-09-03 LH 13780.0 ... -0.016691 lh2511 lh
15 2025-09-03 BZ 5982.0 ... 0.001839 bz2603 bz
16 2025-09-03 CF 15460.17 ... -0.09283 CF601 CF
17 2025-09-03 SR 5928.33 ... -0.060612 SR601 SR
18 2025-09-03 TA 4749.5 ... 0.000947 TA601 TA
19 2025-09-03 OI 9843.33 ... -0.008567 OI601 OI
20 2025-09-03 MA 2243.33 ... 0.064043 MA601 MA
21 2025-09-03 FG 1110.4 ... 0.026657 FG601 FG
22 2025-09-03 RM 2631.67 ... -0.044713 RM601 RM
23 2025-09-03 SF 5207.14 ... 0.063156 SF511 SF
24 2025-09-03 SM 5652.0 ... 0.016277 SM601 SM
25 2025-09-03 CY 23550.0 ... -0.150955 CY511 CY
26 2025-09-03 UR 1712.5 ... 0.014307 UR601 UR
27 2025-09-03 SA 1262.5 ... 0.011485 SA601 SA
28 2025-09-03 PF 6516.46 ... -0.013268 PF511 PF
29 2025-09-03 PX 7200.0 ... -0.050833 PX511 PX
30 2025-09-03 SH 890.0 ... 1.97191 SH601 SH
31 2025-09-03 PR 5965.0 ... -0.006873 PR511 PR
32 2025-09-03 CU 80360.0 ... -0.00224 cu2510 cu
33 2025-09-03 AL 20743.33 ... 0.001045 al2510 al
34 2025-09-03 ZN 22220.0 ... 0.003825 zn2510 zn
35 2025-09-03 PB 16825.0 ... 0.002675 pb2510 pb
36 2025-09-03 NI 123333.33 ... -0.014865 ni2510 ni
37 2025-09-03 SN 273000.0 ... 0.000403 sn2510 sn
38 2025-09-03 AU 810.87 ... 0.00238 au2512 au
39 2025-09-03 AG 9813.67 ... -0.000476 ag2512 ag
40 2025-09-03 RB 3154.5 ... -0.011254 rb2601 rb
41 2025-09-03 WR 3322.5 ... -0.019413 wr2510 wr
42 2025-09-03 HC 3373.33 ... -0.020256 hc2601 hc
43 2025-09-03 FU 5387.5 ... -0.475081 fu2601 fu
44 2025-09-03 BU 3666.67 ... -0.035092 bu2511 bu
45 2025-09-03 RU 15050.0 ... 0.058804 ru2601 ru
46 2025-09-03 SP 5733.33 ... -0.117093 sp2511 sp
47 2025-09-03 SS 13130.0 ... -0.015232 ss2510 ss
48 2025-09-03 BR 12220.0 ... -0.027005 br2511 br
49 2025-09-03 SI 9390.0 ... -0.094249 SI2511 si
50 2025-09-03 LC 76100.0 ... -0.045204 LC2511 lc
51 2025-09-03 PS 50000.0 ... 0.0382 PS2511 ps
[52 rows x 15 columns]
2025-09-05 16:25:59,445 - future_1d - INFO - save future_spot 2025-09-03 completed
2025-09-05 16:26:08,680 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-04, end_day=2025-09-04) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-04 C 2302.86 ... -0.044666 c2511 c
1 2025-09-04 A 4305.0 ... -0.078746 a2511 a
2 2025-09-04 M 3084.0 ... -0.006809 m2601 m
3 2025-09-04 Y 8428.0 ... -0.009492 y2601 y
4 2025-09-04 P 9400.0 ... -0.002553 p2601 p
5 2025-09-04 JD 3290.0 ... -0.083283 jd2510 jd
6 2025-09-04 L 7391.67 ... -0.022684 l2601 l
7 2025-09-04 V 4665.0 ... 0.043944 v2601 v
8 2025-09-04 PP 7121.67 ... -0.026914 pp2601 pp
9 2025-09-04 JM 1433.75 ... -0.240105 jm2601 jm
10 2025-09-04 I 788.89 ... -0.006832 i2601 i
11 2025-09-04 EG 4465.0 ... -0.0271 eg2601 eg
12 2025-09-04 EB 7500.0 ... -0.067733 eb2510 eb
13 2025-09-04 PG 4735.0 ... -0.07434 pg2510 pg
14 2025-09-04 LH 13820.0 ... -0.029667 lh2511 lh
15 2025-09-04 BZ 5968.67 ... -0.00028 bz2603 bz
16 2025-09-04 CF 15445.17 ... -0.093568 CF601 CF
17 2025-09-04 SR 5913.33 ... -0.063134 SR601 SR
18 2025-09-04 TA 4740.5 ... -0.013606 TA601 TA
19 2025-09-04 OI 9858.33 ... -0.014742 OI601 OI
20 2025-09-04 MA 2245.83 ... 0.059742 MA601 MA
21 2025-09-04 FG 1110.4 ... 0.020353 FG601 FG
22 2025-09-04 RM 2631.67 ... -0.040913 RM601 RM
23 2025-09-04 SF 5207.14 ... 0.054706 SF511 SF
24 2025-09-04 SM 5636.0 ... 0.015614 SM601 SM
25 2025-09-04 CY 23550.0 ... -0.151168 CY511 CY
26 2025-09-04 UR 1712.5 ... 0.000292 UR601 UR
27 2025-09-04 SA 1262.5 ... 0.005149 SA601 SA
28 2025-09-04 PF 6487.08 ... -0.020823 PF511 PF
29 2025-09-04 PX 7200.0 ... -0.069722 PX511 PX
30 2025-09-04 SH 890.0 ... 1.924719 SH601 SH
31 2025-09-04 PR 5897.5 ... -0.011785 PR511 PR
32 2025-09-04 CU 80181.67 ... -0.002515 cu2510 cu
33 2025-09-04 AL 20743.33 ... -0.005222 al2510 al
34 2025-09-04 ZN 21968.0 ... 0.007602 zn2510 zn
35 2025-09-04 PB 16800.0 ... 0.003869 pb2510 pb
36 2025-09-04 NI 122133.33 ... -0.005104 ni2510 ni
37 2025-09-04 SN 272237.5 ... 0.002066 sn2510 sn
38 2025-09-04 AU 810.87 ... 0.0083 au2512 au
39 2025-09-04 AG 9813.67 ... 0.004313 ag2512 ag
40 2025-09-04 RB 3157.5 ... -0.015044 rb2601 rb
41 2025-09-04 WR 3315.0 ... -0.015083 wr2510 wr
42 2025-09-04 HC 3383.33 ... -0.022856 hc2601 hc
43 2025-09-04 FU 5387.5 ... -0.484733 fu2601 fu
44 2025-09-04 BU 3666.67 ... -0.051728 bu2511 bu
45 2025-09-04 RU 15058.33 ... 0.054566 ru2601 ru
46 2025-09-04 SP 5733.33 ... -0.122674 sp2511 sp
47 2025-09-04 SS 13130.0 ... -0.012947 ss2511 ss
48 2025-09-04 BR 12220.0 ... -0.035597 br2511 br
49 2025-09-04 SI 9390.0 ... -0.094249 SI2511 si
50 2025-09-04 LC 75233.33 ... -0.026495 LC2511 lc
51 2025-09-04 PS 50000.0 ... 0.0411 PS2511 ps
[52 rows x 15 columns]
2025-09-05 16:26:08,836 - future_1d - INFO - save future_spot 2025-09-04 completed
2025-09-05 16:26:18,122 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-05, end_day=2025-09-05) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-05 C 2302.86 ... -0.036416 c2511 c
1 2025-09-05 A 4305.0 ... -0.076655 a2511 a
2 2025-09-05 M 3084.0 ... -0.008431 m2601 m
3 2025-09-05 Y 8528.0 ... -0.015009 y2601 y
4 2025-09-05 P 9400.0 ... 0.005957 p2601 p
5 2025-09-05 JD 3340.0 ... -0.103892 jd2510 jd
6 2025-09-05 L 7391.67 ... -0.021331 l2601 l
7 2025-09-05 V 4674.0 ... 0.045357 v2601 v
8 2025-09-05 PP 7113.33 ... -0.022821 pp2601 pp
9 2025-09-05 JM 1433.75 ... -0.213601 jm2601 jm
10 2025-09-05 I 797.78 ... -0.013512 i2601 i
11 2025-09-05 EG 4465.0 ... -0.02486 eg2601 eg
12 2025-09-05 EB 7486.0 ... -0.056372 eb2510 eb
13 2025-09-05 PG 4735.0 ... -0.074762 pg2510 pg
14 2025-09-05 LH 13820.0 ... -0.037627 lh2511 lh
15 2025-09-05 BZ 5945.33 ... 0.012559 bz2603 bz
16 2025-09-05 CF 15442.33 ... -0.094372 CF601 CF
17 2025-09-05 SR 5921.67 ... -0.067493 SR601 SR
18 2025-09-05 TA 4739.5 ... -0.017618 TA601 TA
19 2025-09-05 OI 9921.67 ... -0.015992 OI601 OI
20 2025-09-05 MA 2271.67 ... 0.057812 MA601 MA
21 2025-09-05 FG 1110.4 ... 0.050072 FG601 FG
22 2025-09-05 RM 2638.33 ... -0.038786 RM601 RM
23 2025-09-05 SF 5200.0 ... 0.073846 SF511 SF
24 2025-09-05 SM 5676.0 ... 0.024665 SM601 SM
25 2025-09-05 CY 23550.0 ... -0.151805 CY511 CY
26 2025-09-05 UR 1703.75 ... 0.008364 UR601 UR
27 2025-09-05 SA 1262.5 ... 0.020198 SA601 SA
28 2025-09-05 PF 6445.0 ... -0.019085 PF511 PF
29 2025-09-05 PX 7200.0 ... -0.071111 PX511 PX
30 2025-09-05 SH 890.0 ... 1.92809 SH601 SH
31 2025-09-05 PR 5897.5 ... -0.012802 PR511 PR
32 2025-09-05 CU 80035.0 ... -0.001187 cu2510 cu
33 2025-09-05 AL 20743.33 ... -0.003535 al2510 al
34 2025-09-05 ZN 21998.0 ... 0.005319 zn2510 zn
35 2025-09-05 PB 16793.75 ... 0.005136 pb2510 pb
36 2025-09-05 NI 122133.33 ... -0.008461 ni2510 ni
37 2025-09-05 SN 271862.5 ... 0.001425 sn2510 sn
38 2025-09-05 AU 810.87 ... 0.007017 au2512 au
39 2025-09-05 AG 9813.67 ... -0.00282 ag2512 ag
40 2025-09-05 RB 3154.5 ... -0.009035 rb2601 rb
41 2025-09-05 WR 3315.0 ... -0.007843 wr2510 wr
42 2025-09-05 HC 3393.33 ... -0.02161 hc2601 hc
43 2025-09-05 FU 5375.0 ... -0.487814 fu2601 fu
44 2025-09-05 BU 3670.0 ... -0.065395 bu2511 bu
45 2025-09-05 RU 15325.0 ... 0.051876 ru2601 ru
46 2025-09-05 SP 5733.33 ... -0.121279 sp2511 sp
47 2025-09-05 SS 13080.0 ... -0.017966 ss2511 ss
48 2025-09-05 BR 12220.0 ... -0.022913 br2511 br
49 2025-09-05 SI 9390.0 ... -0.071885 SI2511 si
50 2025-09-05 LC 74366.67 ... -0.003048 LC2511 lc
51 2025-09-05 PS 50000.0 ... 0.0975 PS2511 ps
[52 rows x 15 columns]
2025-09-05 16:26:18,293 - future_1d - INFO - save future_spot 2025-09-05 add
2025-09-05 16:26:18,301 - future_1d - INFO - 0 ... 4
date 2025-09-05 ... 2025-09-05
variety C ... P
spot_price 2302.86 ... 9400.0
near_contract c2509 ... p2509
near_contract_price 2297.0 ... 9354.0
dominant_contract c2511 ... p2601
dominant_contract_price 2219.0 ... 9456.0
near_month 2509 ... 2509
dominant_month 2511 ... 2601
near_basis -5.86 ... -46.0
dom_basis -83.86 ... 56.0
near_basis_rate -0.0025 ... -0.0049
dom_basis_rate -0.0364 ... 0.006
symbol c2511 ... p2601
comd c ... p
created_at 2025-09-05 16:26:18.255605 ... 2025-09-05 16:26:18.255605
updated_at 2025-09-05 16:26:18.255970 ... 2025-09-05 16:26:18.255970
[17 rows x 5 columns]
=========================================================================
2025-09-05 18:25:26 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-09-05 18:25:28,540 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-05 18:25:28,887 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-01, end_day=2025-09-01) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-01 C 2301.43 ... -0.048418 c2511 c
1 2025-09-01 A 4305.0 ... -0.079907 a2511 a
2 2025-09-01 M 3106.0 ... -0.01481 m2601 m
3 2025-09-01 Y 8420.0 ... -0.010689 y2601 y
4 2025-09-01 P 9404.0 ... -0.008294 p2601 p
5 2025-09-01 JD 3225.0 ... -0.085891 jd2510 jd
6 2025-09-01 L 7428.33 ... -0.023199 l2601 l
7 2025-09-01 V 4643.0 ... 0.05126 v2601 v
8 2025-09-01 PP 7180.0 ... -0.032173 pp2601 pp
9 2025-09-01 JM 1433.75 ... -0.217786 jm2601 jm
10 2025-09-01 I 780.78 ... -0.012526 i2601 i
11 2025-09-01 EG 4485.0 ... -0.010479 eg2601 eg
12 2025-09-01 EB 7510.0 ... -0.065513 eb2510 eb
13 2025-09-01 PG 4782.5 ... -0.087507 pg2510 pg
14 2025-09-01 LH 13870.0 ... -0.017664 lh2511 lh
15 2025-09-01 BZ 5975.33 ... 0.004463 bz2603 bz
16 2025-09-01 CF 15478.67 ... -0.094237 CF601 CF
17 2025-09-01 SR 5943.33 ... -0.057431 SR601 SR
18 2025-09-01 TA 4755.5 ... 0.003049 TA601 TA
19 2025-09-01 OI 9910.0 ... -0.013118 OI601 OI
20 2025-09-01 MA 2253.33 ... 0.046895 MA601 MA
21 2025-09-01 FG 1110.4 ... 0.032961 FG601 FG
22 2025-09-01 RM 2623.33 ... -0.04282 RM601 RM
23 2025-09-01 SF 5207.14 ... 0.053553 SF511 SF
24 2025-09-01 SM 5638.0 ... 0.013835 SM601 SM
25 2025-09-01 CY 23550.0 ... -0.152654 CY511 CY
26 2025-09-01 UR 1707.5 ... 0.017277 UR601 UR
27 2025-09-01 SA 1290.0 ... -0.015504 SA601 SA
28 2025-09-01 PF 6535.12 ... -0.010577 PF511 PF
29 2025-09-01 PX 7200.0 ... -0.048056 PX511 PX
30 2025-09-01 SH 890.0 ... 2.022472 SH601 SH
31 2025-09-01 PR 5967.5 ... -0.004608 PR511 PR
32 2025-09-01 CU 79993.33 ... -0.003542 cu2510 cu
33 2025-09-01 AL 20636.67 ... 0.001615 al2510 al
34 2025-09-01 ZN 22076.0 ... 0.00539 zn2510 zn
35 2025-09-01 PB 16800.0 ... 0.002381 pb2510 pb
36 2025-09-01 NI 124566.67 ... -0.014423 ni2510 ni
37 2025-09-01 SN 272675.0 ... 0.004016 sn2510 sn
38 2025-09-01 AU 787.66 ... 0.012772 au2512 au
39 2025-09-01 AG 9637.33 ... -0.000553 ag2512 ag
40 2025-09-01 RB 3180.0 ... -0.018239 rb2601 rb
41 2025-09-01 WR 3377.5 ... -0.033605 wr2510 wr
42 2025-09-01 HC 3383.33 ... -0.021674 hc2601 hc
43 2025-09-01 FU 5387.5 ... -0.479536 fu2601 fu
44 2025-09-01 BU 3680.0 ... -0.051359 bu2511 bu
45 2025-09-01 RU 14958.33 ... 0.058942 ru2601 ru
46 2025-09-01 SP 5733.33 ... -0.122325 sp2511 sp
47 2025-09-01 SS 13080.0 ... -0.015673 ss2510 ss
48 2025-09-01 BR 12200.0 ... -0.029098 br2511 br
49 2025-09-01 SI 9360.0 ... -0.105235 SI2511 si
50 2025-09-01 LC 77633.33 ... -0.022585 LC2511 lc
51 2025-09-01 PS 50000.0 ... -0.0021 PS2511 ps
[52 rows x 15 columns]
2025-09-05 18:25:29,062 - future_1d - INFO - save future_spot 2025-09-01 completed
2025-09-05 18:25:37,111 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-02, end_day=2025-09-02) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-02 C 2301.43 ... -0.041466 c2511 c
1 2025-09-02 A 4305.0 ... -0.078049 a2511 a
2 2025-09-02 M 3104.0 ... -0.015464 m2601 m
3 2025-09-02 Y 8428.0 ... -0.007594 y2601 y
4 2025-09-02 P 9492.0 ... -0.005268 p2601 p
5 2025-09-02 JD 3225.0 ... -0.090233 jd2510 jd
6 2025-09-02 L 7425.0 ... -0.022088 l2601 l
7 2025-09-02 V 4668.0 ... 0.047986 v2601 v
8 2025-09-02 PP 7155.0 ... -0.028232 pp2601 pp
9 2025-09-02 JM 1433.75 ... -0.218832 jm2601 jm
10 2025-09-02 I 782.33 ... -0.013843 i2601 i
11 2025-09-02 EG 4478.33 ... -0.02151 eg2601 eg
12 2025-09-02 EB 7490.0 ... -0.069693 eb2510 eb
13 2025-09-02 PG 4735.0 ... -0.06378 pg2510 pg
14 2025-09-02 LH 13850.0 ... -0.020217 lh2511 lh
15 2025-09-02 BZ 5975.33 ... -0.001561 bz2603 bz
16 2025-09-02 CF 15414.33 ... -0.085916 CF601 CF
17 2025-09-02 SR 5928.33 ... -0.056227 SR601 SR
18 2025-09-02 TA 4759.5 ... 0.003467 TA601 TA
19 2025-09-02 OI 9876.67 ... -0.010294 OI601 OI
20 2025-09-02 MA 2239.17 ... 0.062001 MA601 MA
21 2025-09-02 FG 1110.4 ... 0.028458 FG601 FG
22 2025-09-02 RM 2628.33 ... -0.042738 RM601 RM
23 2025-09-02 SF 5207.14 ... 0.064692 SF511 SF
24 2025-09-02 SM 5652.0 ... 0.016985 SM601 SM
25 2025-09-02 CY 23550.0 ... -0.148195 CY511 CY
26 2025-09-02 UR 1712.5 ... 0.020146 UR601 UR
27 2025-09-02 SA 1262.5 ... 0.008317 SA601 SA
28 2025-09-02 PF 6525.21 ... -0.009687 PF511 PF
29 2025-09-02 PX 7200.0 ... -0.046389 PX511 PX
30 2025-09-02 SH 890.0 ... 2.016854 SH601 SH
31 2025-09-02 PR 5965.0 ... -0.005197 PR511 PR
32 2025-09-02 CU 80130.0 ... -0.004368 cu2510 cu
33 2025-09-02 AL 20636.67 ... 0.003796 al2510 al
34 2025-09-02 ZN 22132.0 ... 0.006009 zn2510 zn
35 2025-09-02 PB 16800.0 ... 0.004464 pb2510 pb
36 2025-09-02 NI 124383.33 ... -0.009916 ni2510 ni
37 2025-09-02 SN 273387.5 ... 0.003557 sn2510 sn
38 2025-09-02 AU 787.66 ... 0.024021 au2512 au
39 2025-09-02 AG 9637.33 ... 0.023312 ag2512 ag
40 2025-09-02 RB 3186.0 ... -0.021971 rb2601 rb
41 2025-09-02 WR 3325.0 ... -0.018045 wr2510 wr
42 2025-09-02 HC 3363.33 ... -0.018235 hc2601 hc
43 2025-09-02 FU 5387.5 ... -0.472668 fu2601 fu
44 2025-09-02 BU 3666.67 ... -0.031546 bu2511 bu
45 2025-09-02 RU 15016.67 ... 0.06182 ru2601 ru
46 2025-09-02 SP 5733.33 ... -0.120581 sp2511 sp
47 2025-09-02 SS 13080.0 ... -0.007263 ss2510 ss
48 2025-09-02 BR 12200.0 ... -0.02623 br2511 br
49 2025-09-02 SI 9390.0 ... -0.093184 SI2511 si
50 2025-09-02 LC 77133.33 ... -0.038289 LC2511 lc
51 2025-09-02 PS 50000.0 ... 0.0397 PS2511 ps
[52 rows x 15 columns]
2025-09-05 18:25:37,270 - future_1d - INFO - save future_spot 2025-09-02 completed
2025-09-05 18:25:47,464 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-03, end_day=2025-09-03) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-03 C 2302.86 ... -0.045969 c2511 c
1 2025-09-03 A 4305.0 ... -0.07921 a2511 a
2 2025-09-03 M 3104.0 ... -0.015142 m2601 m
3 2025-09-03 Y 8438.0 ... -0.008296 y2601 y
4 2025-09-03 P 9492.0 ... -0.008639 p2601 p
5 2025-09-03 JD 3235.0 ... -0.079134 jd2510 jd
6 2025-09-03 L 7425.0 ... -0.021953 l2601 l
7 2025-09-03 V 4675.0 ... 0.048556 v2601 v
8 2025-09-03 PP 7138.33 ... -0.024702 pp2601 pp
9 2025-09-03 JM 1433.75 ... -0.221273 jm2601 jm
10 2025-09-03 I 789.67 ... -0.014145 i2601 i
11 2025-09-03 EG 4478.33 ... -0.029772 eg2601 eg
12 2025-09-03 EB 7490.0 ... -0.065154 eb2510 eb
13 2025-09-03 PG 4735.0 ... -0.064625 pg2510 pg
14 2025-09-03 LH 13780.0 ... -0.016691 lh2511 lh
15 2025-09-03 BZ 5982.0 ... 0.001839 bz2603 bz
16 2025-09-03 CF 15460.17 ... -0.09283 CF601 CF
17 2025-09-03 SR 5928.33 ... -0.060612 SR601 SR
18 2025-09-03 TA 4749.5 ... 0.000947 TA601 TA
19 2025-09-03 OI 9843.33 ... -0.008567 OI601 OI
20 2025-09-03 MA 2243.33 ... 0.064043 MA601 MA
21 2025-09-03 FG 1110.4 ... 0.026657 FG601 FG
22 2025-09-03 RM 2631.67 ... -0.044713 RM601 RM
23 2025-09-03 SF 5207.14 ... 0.063156 SF511 SF
24 2025-09-03 SM 5652.0 ... 0.016277 SM601 SM
25 2025-09-03 CY 23550.0 ... -0.150955 CY511 CY
26 2025-09-03 UR 1712.5 ... 0.014307 UR601 UR
27 2025-09-03 SA 1262.5 ... 0.011485 SA601 SA
28 2025-09-03 PF 6516.46 ... -0.013268 PF511 PF
29 2025-09-03 PX 7200.0 ... -0.050833 PX511 PX
30 2025-09-03 SH 890.0 ... 1.97191 SH601 SH
31 2025-09-03 PR 5965.0 ... -0.006873 PR511 PR
32 2025-09-03 CU 80360.0 ... -0.00224 cu2510 cu
33 2025-09-03 AL 20743.33 ... 0.001045 al2510 al
34 2025-09-03 ZN 22220.0 ... 0.003825 zn2510 zn
35 2025-09-03 PB 16825.0 ... 0.002675 pb2510 pb
36 2025-09-03 NI 123333.33 ... -0.014865 ni2510 ni
37 2025-09-03 SN 273000.0 ... 0.000403 sn2510 sn
38 2025-09-03 AU 810.87 ... 0.00238 au2512 au
39 2025-09-03 AG 9813.67 ... -0.000476 ag2512 ag
40 2025-09-03 RB 3154.5 ... -0.011254 rb2601 rb
41 2025-09-03 WR 3322.5 ... -0.019413 wr2510 wr
42 2025-09-03 HC 3373.33 ... -0.020256 hc2601 hc
43 2025-09-03 FU 5387.5 ... -0.475081 fu2601 fu
44 2025-09-03 BU 3666.67 ... -0.035092 bu2511 bu
45 2025-09-03 RU 15050.0 ... 0.058804 ru2601 ru
46 2025-09-03 SP 5733.33 ... -0.117093 sp2511 sp
47 2025-09-03 SS 13130.0 ... -0.015232 ss2510 ss
48 2025-09-03 BR 12220.0 ... -0.027005 br2511 br
49 2025-09-03 SI 9390.0 ... -0.094249 SI2511 si
50 2025-09-03 LC 76100.0 ... -0.045204 LC2511 lc
51 2025-09-03 PS 50000.0 ... 0.0382 PS2511 ps
[52 rows x 15 columns]
2025-09-05 18:25:47,621 - future_1d - INFO - save future_spot 2025-09-03 completed
2025-09-05 18:25:56,647 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-04, end_day=2025-09-04) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-04 C 2302.86 ... -0.044666 c2511 c
1 2025-09-04 A 4305.0 ... -0.078746 a2511 a
2 2025-09-04 M 3084.0 ... -0.006809 m2601 m
3 2025-09-04 Y 8428.0 ... -0.009492 y2601 y
4 2025-09-04 P 9400.0 ... -0.002553 p2601 p
5 2025-09-04 JD 3290.0 ... -0.083283 jd2510 jd
6 2025-09-04 L 7391.67 ... -0.022684 l2601 l
7 2025-09-04 V 4665.0 ... 0.043944 v2601 v
8 2025-09-04 PP 7121.67 ... -0.026914 pp2601 pp
9 2025-09-04 JM 1433.75 ... -0.240105 jm2601 jm
10 2025-09-04 I 788.89 ... -0.006832 i2601 i
11 2025-09-04 EG 4465.0 ... -0.0271 eg2601 eg
12 2025-09-04 EB 7500.0 ... -0.067733 eb2510 eb
13 2025-09-04 PG 4735.0 ... -0.07434 pg2510 pg
14 2025-09-04 LH 13820.0 ... -0.029667 lh2511 lh
15 2025-09-04 BZ 5968.67 ... -0.00028 bz2603 bz
16 2025-09-04 CF 15445.17 ... -0.093568 CF601 CF
17 2025-09-04 SR 5913.33 ... -0.063134 SR601 SR
18 2025-09-04 TA 4740.5 ... -0.013606 TA601 TA
19 2025-09-04 OI 9858.33 ... -0.014742 OI601 OI
20 2025-09-04 MA 2245.83 ... 0.059742 MA601 MA
21 2025-09-04 FG 1110.4 ... 0.020353 FG601 FG
22 2025-09-04 RM 2631.67 ... -0.040913 RM601 RM
23 2025-09-04 SF 5207.14 ... 0.054706 SF511 SF
24 2025-09-04 SM 5636.0 ... 0.015614 SM601 SM
25 2025-09-04 CY 23550.0 ... -0.151168 CY511 CY
26 2025-09-04 UR 1712.5 ... 0.000292 UR601 UR
27 2025-09-04 SA 1262.5 ... 0.005149 SA601 SA
28 2025-09-04 PF 6487.08 ... -0.020823 PF511 PF
29 2025-09-04 PX 7200.0 ... -0.069722 PX511 PX
30 2025-09-04 SH 890.0 ... 1.924719 SH601 SH
31 2025-09-04 PR 5897.5 ... -0.011785 PR511 PR
32 2025-09-04 CU 80181.67 ... -0.002515 cu2510 cu
33 2025-09-04 AL 20743.33 ... -0.005222 al2510 al
34 2025-09-04 ZN 21968.0 ... 0.007602 zn2510 zn
35 2025-09-04 PB 16800.0 ... 0.003869 pb2510 pb
36 2025-09-04 NI 122133.33 ... -0.005104 ni2510 ni
37 2025-09-04 SN 272237.5 ... 0.002066 sn2510 sn
38 2025-09-04 AU 810.87 ... 0.0083 au2512 au
39 2025-09-04 AG 9813.67 ... 0.004313 ag2512 ag
40 2025-09-04 RB 3157.5 ... -0.015044 rb2601 rb
41 2025-09-04 WR 3315.0 ... -0.015083 wr2510 wr
42 2025-09-04 HC 3383.33 ... -0.022856 hc2601 hc
43 2025-09-04 FU 5387.5 ... -0.484733 fu2601 fu
44 2025-09-04 BU 3666.67 ... -0.051728 bu2511 bu
45 2025-09-04 RU 15058.33 ... 0.054566 ru2601 ru
46 2025-09-04 SP 5733.33 ... -0.122674 sp2511 sp
47 2025-09-04 SS 13130.0 ... -0.012947 ss2511 ss
48 2025-09-04 BR 12220.0 ... -0.035597 br2511 br
49 2025-09-04 SI 9390.0 ... -0.094249 SI2511 si
50 2025-09-04 LC 75233.33 ... -0.026495 LC2511 lc
51 2025-09-04 PS 50000.0 ... 0.0411 PS2511 ps
[52 rows x 15 columns]
2025-09-05 18:25:56,804 - future_1d - INFO - save future_spot 2025-09-04 completed
2025-09-05 18:26:00,860 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-05, end_day=2025-09-05) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-05 C 2301.43 ... -0.035817 c2511 c
1 2025-09-05 A 4305.0 ... -0.076655 a2511 a
2 2025-09-05 M 3084.0 ... -0.008431 m2601 m
3 2025-09-05 Y 8528.0 ... -0.015009 y2601 y
4 2025-09-05 P 9550.0 ... -0.009843 p2601 p
5 2025-09-05 JD 3340.0 ... -0.103892 jd2510 jd
6 2025-09-05 L 7383.33 ... -0.020225 l2601 l
7 2025-09-05 V 4674.0 ... 0.045357 v2601 v
8 2025-09-05 PP 7113.33 ... -0.022821 pp2601 pp
9 2025-09-05 JM 1418.75 ... -0.205286 jm2601 jm
10 2025-09-05 I 797.78 ... -0.013512 i2601 i
11 2025-09-05 EG 4486.67 ... -0.02957 eg2601 eg
12 2025-09-05 EB 7486.0 ... -0.056372 eb2510 eb
13 2025-09-05 PG 4735.0 ... -0.074762 pg2510 pg
14 2025-09-05 LH 13820.0 ... -0.037627 lh2511 lh
15 2025-09-05 BZ 5945.33 ... 0.012559 bz2603 bz
16 2025-09-05 CF 15442.33 ... -0.094372 CF601 CF
17 2025-09-05 SR 5921.67 ... -0.067493 SR601 SR
18 2025-09-05 TA 4739.5 ... -0.017618 TA601 TA
19 2025-09-05 OI 9921.67 ... -0.015992 OI601 OI
20 2025-09-05 MA 2271.67 ... 0.057812 MA601 MA
21 2025-09-05 FG 1110.4 ... 0.050072 FG601 FG
22 2025-09-05 RM 2638.33 ... -0.038786 RM601 RM
23 2025-09-05 SF 5214.29 ... 0.070903 SF511 SF
24 2025-09-05 SM 5676.0 ... 0.024665 SM601 SM
25 2025-09-05 CY 23550.0 ... -0.151805 CY511 CY
26 2025-09-05 UR 1703.75 ... 0.008364 UR601 UR
27 2025-09-05 SA 1262.5 ... 0.020198 SA601 SA
28 2025-09-05 PF 6445.0 ... -0.019085 PF511 PF
29 2025-09-05 PX 7200.0 ... -0.071111 PX511 PX
30 2025-09-05 SH 890.0 ... 1.92809 SH601 SH
31 2025-09-05 PR 5897.5 ... -0.012802 PR511 PR
32 2025-09-05 CU 80035.0 ... -0.001187 cu2510 cu
33 2025-09-05 AL 20676.67 ... -0.000323 al2510 al
34 2025-09-05 ZN 22008.0 ... 0.004862 zn2510 zn
35 2025-09-05 PB 16793.75 ... 0.005136 pb2510 pb
36 2025-09-05 NI 121950.0 ... -0.00697 ni2510 ni
37 2025-09-05 SN 271737.5 ... 0.001886 sn2510 sn
38 2025-09-05 AU 811.68 ... 0.006012 au2512 au
39 2025-09-05 AG 9760.67 ... 0.002595 ag2512 ag
40 2025-09-05 RB 3154.5 ... -0.009035 rb2601 rb
41 2025-09-05 WR 3310.0 ... -0.006344 wr2510 wr
42 2025-09-05 HC 3393.33 ... -0.02161 hc2601 hc
43 2025-09-05 FU 5375.0 ... -0.487814 fu2601 fu
44 2025-09-05 BU 3670.0 ... -0.065395 bu2511 bu
45 2025-09-05 RU 15325.0 ... 0.051876 ru2601 ru
46 2025-09-05 SP 5733.33 ... -0.121279 sp2511 sp
47 2025-09-05 SS 13080.0 ... -0.017966 ss2511 ss
48 2025-09-05 BR 12220.0 ... -0.022913 br2511 br
49 2025-09-05 SI 9390.0 ... -0.071885 SI2511 si
50 2025-09-05 LC 74366.67 ... -0.003048 LC2511 lc
51 2025-09-05 PS 50000.0 ... 0.0975 PS2511 ps
[52 rows x 15 columns]
2025-09-05 18:26:01,039 - future_1d - INFO - save future_spot 2025-09-05 add
2025-09-05 18:26:01,046 - future_1d - INFO - 0 ... 11
date 2025-09-05 ... 2025-09-05
variety C ... EG
spot_price 2301.43 ... 4486.67
near_contract c2509 ... eg2509
near_contract_price 2297.0 ... 4428.0
dominant_contract c2511 ... eg2601
dominant_contract_price 2219.0 ... 4354.0
near_month 2509 ... 2509
dominant_month 2511 ... 2601
near_basis -4.43 ... -58.67
dom_basis -82.43 ... -132.67
near_basis_rate -0.0019 ... -0.0131
dom_basis_rate -0.0358 ... -0.0296
symbol c2511 ... eg2601
comd c ... eg
created_at 2025-09-05 18:26:01.003855 ... 2025-09-05 18:26:01.003855
updated_at 2025-09-05 18:26:01.004227 ... 2025-09-05 18:26:01.004227
[17 rows x 5 columns]