=========================================================================
2025-09-10 16:25:19 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-09-10 16:25:21,234 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-10 16:25:21,571 - 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]
2025-09-10 16:25:21,773 - future_1d - INFO - save future_spot 2025-09-04 completed
2025-09-10 16:25:25,135 - 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]
2025-09-10 16:25:25,294 - future_1d - INFO - save future_spot 2025-09-05 completed
2025-09-10 16:25:34,491 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-08, end_day=2025-09-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-08 C 2307.14 ... -0.035169 c2511 c
1 2025-09-08 A 4305.0 ... -0.07712 a2511 a
2 2025-09-08 M 3076.0 ... 0.000975 m2601 m
3 2025-09-08 Y 8488.0 ... -0.009425 y2601 y
4 2025-09-08 P 9454.0 ... -0.001692 p2601 p
5 2025-09-08 JD 3450.0 ... -0.122609 jd2511 jd
6 2025-09-08 L 7385.0 ... -0.021124 l2601 l
7 2025-09-08 V 4654.0 ... 0.048131 v2601 v
8 2025-09-08 PP 7113.33 ... -0.022961 pp2601 pp
9 2025-09-08 JM 1418.75 ... -0.194714 jm2601 jm
10 2025-09-08 I 795.44 ... -0.008096 i2601 i
11 2025-09-08 EG 4486.67 ... -0.031799 eg2601 eg
12 2025-09-08 EB 7400.0 ... -0.045676 eb2510 eb
13 2025-09-08 PG 4692.5 ... -0.064678 pg2510 pg
14 2025-09-08 LH 13730.0 ... -0.030954 lh2511 lh
15 2025-09-08 BZ 5945.33 ... 0.011382 bz2603 bz
16 2025-09-08 CF 15417.17 ... -0.096462 CF601 CF
17 2025-09-08 SR 5905.0 ... -0.06486 SR601 SR
18 2025-09-08 TA 4720.0 ... -0.012288 TA601 TA
19 2025-09-08 OI 9941.67 ... -0.016061 OI601 OI
20 2025-09-08 MA 2271.67 ... 0.057812 MA601 MA
21 2025-09-08 FG 1120.0 ... 0.060714 FG601 FG
22 2025-09-08 RM 2650.0 ... -0.040377 RM601 RM
23 2025-09-08 SF 5214.29 ... 0.069753 SF511 SF
24 2025-09-08 SM 5688.0 ... 0.020745 SM601 SM
25 2025-09-08 CY 23550.0 ... -0.152654 CY511 CY
26 2025-09-08 UR 1703.75 ... -0.00044 UR601 UR
27 2025-09-08 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-08 PF 6448.33 ... -0.019281 PF511 PF
29 2025-09-08 PX 7200.0 ... -0.0675 PX511 PX
30 2025-09-08 SH 890.0 ... 1.902247 SH601 SH
31 2025-09-08 PR 5895.0 ... -0.008651 PR511 PR
32 2025-09-08 CU 79893.33 ... -0.002044 cu2510 cu
33 2025-09-08 AL 20676.67 ... 0.001612 al2510 al
34 2025-09-08 ZN 22128.0 ... 0.005287 zn2510 zn
35 2025-09-08 PB 16825.0 ... 0.003863 pb2510 pb
36 2025-09-08 NI 121950.0 ... -0.003608 ni2510 ni
37 2025-09-08 SN 269575.0 ... 0.005694 sn2510 sn
38 2025-09-08 AU 815.53 ... 0.009577 au2512 au
39 2025-09-08 AG 9732.0 ... 0.010173 ag2512 ag
40 2025-09-08 RB 3149.5 ... -0.008414 rb2601 rb
41 2025-09-08 WR 3312.5 ... -0.008906 wr2510 wr
42 2025-09-08 HC 3393.33 ... -0.01719 hc2601 hc
43 2025-09-08 FU 5375.0 ... -0.491163 fu2601 fu
44 2025-09-08 BU 3656.67 ... -0.065543 bu2511 bu
45 2025-09-08 RU 15416.67 ... 0.05373 ru2601 ru
46 2025-09-08 SP 5716.67 ... -0.122566 sp2511 sp
47 2025-09-08 SS 13080.0 ... -0.014144 ss2511 ss
48 2025-09-08 BR 12210.0 ... -0.01638 br2511 br
49 2025-09-08 SI 9390.0 ... -0.089989 SI2511 si
50 2025-09-08 LC 74150.0 ... 0.009575 LC2511 lc
51 2025-09-08 PS 50000.0 ... 0.1119 PS2511 ps
[52 rows x 15 columns]
2025-09-10 16:25:34,647 - future_1d - INFO - save future_spot 2025-09-08 completed
2025-09-10 16:25:41,662 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-09, end_day=2025-09-09) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-09 C 2310.0 ... -0.041126 c2511 c
1 2025-09-09 A 4305.0 ... -0.077584 a2511 a
2 2025-09-09 M 3076.0 ... 0.0 m2601 m
3 2025-09-09 Y 8488.0 ... -0.008247 y2601 y
4 2025-09-09 P 9520.0 ... -0.005252 p2601 p
5 2025-09-09 JD 3525.0 ... -0.130213 jd2511 jd
6 2025-09-09 L 7391.67 ... -0.022142 l2601 l
7 2025-09-09 V 4649.0 ... 0.046247 v2601 v
8 2025-09-09 PP 7113.33 ... -0.023664 pp2601 pp
9 2025-09-09 JM 1411.25 ... -0.192914 jm2601 jm
10 2025-09-09 I 800.11 ... 0.003612 i2601 i
11 2025-09-09 EG 4466.67 ... -0.03306 eg2601 eg
12 2025-09-09 EB 7394.0 ... -0.04693 eb2510 eb
13 2025-09-09 PG 4692.5 ... -0.059563 pg2510 pg
14 2025-09-09 LH 13650.0 ... -0.030769 lh2511 lh
15 2025-09-09 BZ 5908.67 ... 0.015118 bz2603 bz
16 2025-09-09 CF 15334.5 ... -0.094851 CF601 CF
17 2025-09-09 SR 5875.0 ... -0.060255 SR601 SR
18 2025-09-09 TA 4643.5 ... 0.005707 TA601 TA
19 2025-09-09 OI 9980.0 ... -0.013527 OI601 OI
20 2025-09-09 MA 2277.83 ... 0.052317 MA601 MA
21 2025-09-09 FG 1140.0 ... 0.051754 FG601 FG
22 2025-09-09 RM 2653.33 ... -0.043089 RM601 RM
23 2025-09-09 SF 5231.43 ... 0.076188 SF511 SF
24 2025-09-09 SM 5692.0 ... 0.02565 SM601 SM
25 2025-09-09 CY 23550.0 ... -0.15414 CY511 CY
26 2025-09-09 UR 1691.25 ... -0.003104 UR601 UR
27 2025-09-09 SA 1262.5 ... 0.019406 SA601 SA
28 2025-09-09 PF 6454.83 ... -0.01779 PF511 PF
29 2025-09-09 PX 7200.0 ... -0.068333 PX511 PX
30 2025-09-09 SH 890.0 ... 1.896629 SH601 SH
31 2025-09-09 PR 5897.5 ... -0.010767 PR511 PR
32 2025-09-09 CU 79890.0 ... -0.002253 cu2510 cu
33 2025-09-09 AL 20693.33 ... 0.002739 al2510 al
34 2025-09-09 ZN 22170.0 ... 0.001353 zn2510 zn
35 2025-09-09 PB 16843.75 ... 0.00423 pb2510 pb
36 2025-09-09 NI 122350.0 ... -0.011524 ni2510 ni
37 2025-09-09 SN 270400.0 ... -0.002256 sn2510 sn
38 2025-09-09 AU 831.1 ... 0.003971 au2512 au
39 2025-09-09 AG 9835.33 ... 0.005457 ag2512 ag
40 2025-09-09 RB 3153.5 ... -0.006818 rb2601 rb
41 2025-09-09 WR 3317.5 ... -0.009194 wr2510 wr
42 2025-09-09 HC 3393.33 ... -0.011296 hc2601 hc
43 2025-09-09 FU 5375.0 ... -0.487256 fu2601 fu
44 2025-09-09 BU 3660.0 ... -0.065574 bu2511 bu
45 2025-09-09 RU 15175.0 ... 0.060297 ru2601 ru
46 2025-09-09 SP 5700.0 ... -0.12386 sp2511 sp
47 2025-09-09 SS 13080.0 ... -0.011468 ss2511 ss
48 2025-09-09 BR 12200.0 ... -0.033197 br2511 br
49 2025-09-09 SI 9390.0 ... -0.091587 SI2511 si
50 2025-09-09 LC 73950.0 ... 0.005274 LC2511 lc
51 2025-09-09 PS 50000.0 ... 0.1064 PS2511 ps
[52 rows x 15 columns]
2025-09-10 16:25:41,816 - future_1d - INFO - save future_spot 2025-09-09 completed
2025-09-10 16:25:47,379 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-10, end_day=2025-09-10) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-10 C 2308.57 ... -0.047462 c2511 c
1 2025-09-10 A 4305.0 ... -0.085947 a2511 a
2 2025-09-10 M 3056.0 ... 0.002618 m2601 m
3 2025-09-10 Y 8368.0 ... -0.005497 y2601 y
4 2025-09-10 P 9520.0 ... -0.018908 p2601 p
5 2025-09-10 JD 3575.0 ... -0.14965 jd2511 jd
6 2025-09-10 L 7395.0 ... -0.021907 l2601 l
7 2025-09-10 V 4641.0 ... 0.044818 v2601 v
8 2025-09-10 PP 7113.33 ... -0.022821 pp2601 pp
9 2025-09-10 JM 1406.25 ... -0.206756 jm2601 jm
10 2025-09-10 I 808.67 ... -0.008248 i2601 i
11 2025-09-10 EG 4470.0 ... -0.033557 eg2601 eg
12 2025-09-10 EB 7394.0 ... -0.045307 eb2510 eb
13 2025-09-10 PG 4687.5 ... -0.05344 pg2510 pg
14 2025-09-10 LH 13600.0 ... -0.020956 lh2511 lh
15 2025-09-10 BZ 5908.67 ... 0.017488 bz2603 bz
16 2025-09-10 CF 15293.83 ... -0.095387 CF601 CF
17 2025-09-10 SR 5856.67 ... -0.055094 SR601 SR
18 2025-09-10 TA 4649.16 ... 0.007924 TA601 TA
19 2025-09-10 OI 9920.0 ... -0.009778 OI601 OI
20 2025-09-10 MA 2296.67 ... 0.046297 MA601 MA
21 2025-09-10 FG 1140.0 ... 0.034211 FG601 FG
22 2025-09-10 RM 2658.33 ... -0.043761 RM601 RM
23 2025-09-10 SF 5260.0 ... 0.071483 SF511 SF
24 2025-09-10 SM 5696.0 ... 0.027388 SM601 SM
25 2025-09-10 CY 23550.0 ... -0.155202 CY511 CY
26 2025-09-10 UR 1693.75 ... -0.008708 UR601 UR
27 2025-09-10 SA 1262.5 ... 0.006733 SA601 SA
28 2025-09-10 PF 6463.5 ... -0.015704 PF511 PF
29 2025-09-10 PX 7200.0 ... -0.062222 PX511 PX
30 2025-09-10 SH 890.0 ... 1.888764 SH601 SH
31 2025-09-10 PR 5897.5 ... -0.009411 PR511 PR
32 2025-09-10 CU 79776.67 ... -0.001212 cu2510 cu
33 2025-09-10 AL 20693.33 ... 0.00443 al2510 al
34 2025-09-10 ZN 22080.0 ... 0.004076 zn2510 zn
35 2025-09-10 PB 16781.25 ... 0.003501 pb2510 pb
36 2025-09-10 NI 121766.67 ... -0.010485 ni2510 ni
37 2025-09-10 SN 270187.5 ... -0.002619 sn2510 sn
38 2025-09-10 AU 831.1 ... 0.005679 au2512 au
39 2025-09-10 AG 9835.33 ... -0.004202 ag2512 ag
40 2025-09-10 RB 3139.5 ... -0.010033 rb2601 rb
41 2025-09-10 WR 3315.0 ... -0.010558 wr2510 wr
42 2025-09-10 HC 3393.33 ... -0.01719 hc2601 hc
43 2025-09-10 FU 5400.0 ... -0.483519 fu2601 fu
44 2025-09-10 BU 3653.33 ... -0.059214 bu2511 bu
45 2025-09-10 RU 15150.0 ... 0.053135 ru2601 ru
46 2025-09-10 SP 5700.0 ... -0.135439 sp2511 sp
47 2025-09-10 SS 13055.0 ... -0.010724 ss2511 ss
48 2025-09-10 BR 11980.0 ... -0.022955 br2511 br
49 2025-09-10 SI 9390.0 ... -0.091587 SI2511 si
50 2025-09-10 LC 74100.0 ... -0.053711 LC2511 lc
51 2025-09-10 PS 50000.0 ... 0.0538 PS2511 ps
[52 rows x 15 columns]
2025-09-10 16:25:47,551 - future_1d - INFO - save future_spot 2025-09-10 add
2025-09-10 16:25:47,559 - future_1d - INFO - 0 ... 4
date 2025-09-10 ... 2025-09-10
variety C ... P
spot_price 2308.57 ... 9520.0
near_contract c2509 ... p2509
near_contract_price 2285.0 ... 9446.0
dominant_contract c2511 ... p2601
dominant_contract_price 2199.0 ... 9340.0
near_month 2509 ... 2509
dominant_month 2511 ... 2601
near_basis -23.57 ... -74.0
dom_basis -109.57 ... -180.0
near_basis_rate -0.0102 ... -0.0078
dom_basis_rate -0.0475 ... -0.0189
symbol c2511 ... p2601
comd c ... p
created_at 2025-09-10 16:25:47.513607 ... 2025-09-10 16:25:47.513607
updated_at 2025-09-10 16:25:47.513982 ... 2025-09-10 16:25:47.513982
[17 rows x 5 columns]
=========================================================================
2025-09-10 18:25:14 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-09-10 18:25:15,998 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-10 18:25:16,336 - 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]
2025-09-10 18:25:16,512 - future_1d - INFO - save future_spot 2025-09-04 completed
2025-09-10 18:25:21,905 - 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]
2025-09-10 18:25:22,066 - future_1d - INFO - save future_spot 2025-09-05 completed
2025-09-10 18:25:26,687 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-08, end_day=2025-09-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-08 C 2307.14 ... -0.035169 c2511 c
1 2025-09-08 A 4305.0 ... -0.07712 a2511 a
2 2025-09-08 M 3076.0 ... 0.000975 m2601 m
3 2025-09-08 Y 8488.0 ... -0.009425 y2601 y
4 2025-09-08 P 9454.0 ... -0.001692 p2601 p
5 2025-09-08 JD 3450.0 ... -0.122609 jd2511 jd
6 2025-09-08 L 7385.0 ... -0.021124 l2601 l
7 2025-09-08 V 4654.0 ... 0.048131 v2601 v
8 2025-09-08 PP 7113.33 ... -0.022961 pp2601 pp
9 2025-09-08 JM 1418.75 ... -0.194714 jm2601 jm
10 2025-09-08 I 795.44 ... -0.008096 i2601 i
11 2025-09-08 EG 4486.67 ... -0.031799 eg2601 eg
12 2025-09-08 EB 7400.0 ... -0.045676 eb2510 eb
13 2025-09-08 PG 4692.5 ... -0.064678 pg2510 pg
14 2025-09-08 LH 13730.0 ... -0.030954 lh2511 lh
15 2025-09-08 BZ 5945.33 ... 0.011382 bz2603 bz
16 2025-09-08 CF 15417.17 ... -0.096462 CF601 CF
17 2025-09-08 SR 5905.0 ... -0.06486 SR601 SR
18 2025-09-08 TA 4720.0 ... -0.012288 TA601 TA
19 2025-09-08 OI 9941.67 ... -0.016061 OI601 OI
20 2025-09-08 MA 2271.67 ... 0.057812 MA601 MA
21 2025-09-08 FG 1120.0 ... 0.060714 FG601 FG
22 2025-09-08 RM 2650.0 ... -0.040377 RM601 RM
23 2025-09-08 SF 5214.29 ... 0.069753 SF511 SF
24 2025-09-08 SM 5688.0 ... 0.020745 SM601 SM
25 2025-09-08 CY 23550.0 ... -0.152654 CY511 CY
26 2025-09-08 UR 1703.75 ... -0.00044 UR601 UR
27 2025-09-08 SA 1262.5 ... 0.018614 SA601 SA
28 2025-09-08 PF 6448.33 ... -0.019281 PF511 PF
29 2025-09-08 PX 7200.0 ... -0.0675 PX511 PX
30 2025-09-08 SH 890.0 ... 1.902247 SH601 SH
31 2025-09-08 PR 5895.0 ... -0.008651 PR511 PR
32 2025-09-08 CU 79893.33 ... -0.002044 cu2510 cu
33 2025-09-08 AL 20676.67 ... 0.001612 al2510 al
34 2025-09-08 ZN 22128.0 ... 0.005287 zn2510 zn
35 2025-09-08 PB 16825.0 ... 0.003863 pb2510 pb
36 2025-09-08 NI 121950.0 ... -0.003608 ni2510 ni
37 2025-09-08 SN 269575.0 ... 0.005694 sn2510 sn
38 2025-09-08 AU 815.53 ... 0.009577 au2512 au
39 2025-09-08 AG 9732.0 ... 0.010173 ag2512 ag
40 2025-09-08 RB 3149.5 ... -0.008414 rb2601 rb
41 2025-09-08 WR 3312.5 ... -0.008906 wr2510 wr
42 2025-09-08 HC 3393.33 ... -0.01719 hc2601 hc
43 2025-09-08 FU 5375.0 ... -0.491163 fu2601 fu
44 2025-09-08 BU 3656.67 ... -0.065543 bu2511 bu
45 2025-09-08 RU 15416.67 ... 0.05373 ru2601 ru
46 2025-09-08 SP 5716.67 ... -0.122566 sp2511 sp
47 2025-09-08 SS 13080.0 ... -0.014144 ss2511 ss
48 2025-09-08 BR 12210.0 ... -0.01638 br2511 br
49 2025-09-08 SI 9390.0 ... -0.089989 SI2511 si
50 2025-09-08 LC 74150.0 ... 0.009575 LC2511 lc
51 2025-09-08 PS 50000.0 ... 0.1119 PS2511 ps
[52 rows x 15 columns]
2025-09-10 18:25:26,846 - future_1d - INFO - save future_spot 2025-09-08 completed
2025-09-10 18:25:35,331 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-09, end_day=2025-09-09) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-09 C 2310.0 ... -0.041126 c2511 c
1 2025-09-09 A 4305.0 ... -0.077584 a2511 a
2 2025-09-09 M 3076.0 ... 0.0 m2601 m
3 2025-09-09 Y 8488.0 ... -0.008247 y2601 y
4 2025-09-09 P 9520.0 ... -0.005252 p2601 p
5 2025-09-09 JD 3525.0 ... -0.130213 jd2511 jd
6 2025-09-09 L 7391.67 ... -0.022142 l2601 l
7 2025-09-09 V 4649.0 ... 0.046247 v2601 v
8 2025-09-09 PP 7113.33 ... -0.023664 pp2601 pp
9 2025-09-09 JM 1411.25 ... -0.192914 jm2601 jm
10 2025-09-09 I 800.11 ... 0.003612 i2601 i
11 2025-09-09 EG 4466.67 ... -0.03306 eg2601 eg
12 2025-09-09 EB 7394.0 ... -0.04693 eb2510 eb
13 2025-09-09 PG 4692.5 ... -0.059563 pg2510 pg
14 2025-09-09 LH 13650.0 ... -0.030769 lh2511 lh
15 2025-09-09 BZ 5908.67 ... 0.015118 bz2603 bz
16 2025-09-09 CF 15334.5 ... -0.094851 CF601 CF
17 2025-09-09 SR 5875.0 ... -0.060255 SR601 SR
18 2025-09-09 TA 4643.5 ... 0.005707 TA601 TA
19 2025-09-09 OI 9980.0 ... -0.013527 OI601 OI
20 2025-09-09 MA 2277.83 ... 0.052317 MA601 MA
21 2025-09-09 FG 1140.0 ... 0.051754 FG601 FG
22 2025-09-09 RM 2653.33 ... -0.043089 RM601 RM
23 2025-09-09 SF 5231.43 ... 0.076188 SF511 SF
24 2025-09-09 SM 5692.0 ... 0.02565 SM601 SM
25 2025-09-09 CY 23550.0 ... -0.15414 CY511 CY
26 2025-09-09 UR 1691.25 ... -0.003104 UR601 UR
27 2025-09-09 SA 1262.5 ... 0.019406 SA601 SA
28 2025-09-09 PF 6454.83 ... -0.01779 PF511 PF
29 2025-09-09 PX 7200.0 ... -0.068333 PX511 PX
30 2025-09-09 SH 890.0 ... 1.896629 SH601 SH
31 2025-09-09 PR 5897.5 ... -0.010767 PR511 PR
32 2025-09-09 CU 79890.0 ... -0.002253 cu2510 cu
33 2025-09-09 AL 20693.33 ... 0.002739 al2510 al
34 2025-09-09 ZN 22170.0 ... 0.001353 zn2510 zn
35 2025-09-09 PB 16843.75 ... 0.00423 pb2510 pb
36 2025-09-09 NI 122350.0 ... -0.011524 ni2510 ni
37 2025-09-09 SN 270400.0 ... -0.002256 sn2510 sn
38 2025-09-09 AU 831.1 ... 0.003971 au2512 au
39 2025-09-09 AG 9835.33 ... 0.005457 ag2512 ag
40 2025-09-09 RB 3153.5 ... -0.006818 rb2601 rb
41 2025-09-09 WR 3317.5 ... -0.009194 wr2510 wr
42 2025-09-09 HC 3393.33 ... -0.011296 hc2601 hc
43 2025-09-09 FU 5375.0 ... -0.487256 fu2601 fu
44 2025-09-09 BU 3660.0 ... -0.065574 bu2511 bu
45 2025-09-09 RU 15175.0 ... 0.060297 ru2601 ru
46 2025-09-09 SP 5700.0 ... -0.12386 sp2511 sp
47 2025-09-09 SS 13080.0 ... -0.011468 ss2511 ss
48 2025-09-09 BR 12200.0 ... -0.033197 br2511 br
49 2025-09-09 SI 9390.0 ... -0.091587 SI2511 si
50 2025-09-09 LC 73950.0 ... 0.005274 LC2511 lc
51 2025-09-09 PS 50000.0 ... 0.1064 PS2511 ps
[52 rows x 15 columns]
2025-09-10 18:25:35,492 - future_1d - INFO - save future_spot 2025-09-09 completed
2025-09-10 18:25:43,392 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-10, end_day=2025-09-10) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-10 C 2308.57 ... -0.047462 c2511 c
1 2025-09-10 A 4305.0 ... -0.085947 a2511 a
2 2025-09-10 M 3056.0 ... 0.002618 m2601 m
3 2025-09-10 Y 8368.0 ... -0.005497 y2601 y
4 2025-09-10 P 9380.0 ... -0.004264 p2601 p
5 2025-09-10 JD 3575.0 ... -0.14965 jd2511 jd
6 2025-09-10 L 7395.0 ... -0.021907 l2601 l
7 2025-09-10 V 4641.0 ... 0.044818 v2601 v
8 2025-09-10 PP 7113.33 ... -0.022821 pp2601 pp
9 2025-09-10 JM 1406.25 ... -0.206756 jm2601 jm
10 2025-09-10 I 808.67 ... -0.008248 i2601 i
11 2025-09-10 EG 4470.0 ... -0.033557 eg2601 eg
12 2025-09-10 EB 7394.0 ... -0.045307 eb2510 eb
13 2025-09-10 PG 4687.5 ... -0.05344 pg2510 pg
14 2025-09-10 LH 13600.0 ... -0.020956 lh2511 lh
15 2025-09-10 BZ 5908.67 ... 0.017488 bz2603 bz
16 2025-09-10 CF 15293.83 ... -0.095387 CF601 CF
17 2025-09-10 SR 5856.67 ... -0.055094 SR601 SR
18 2025-09-10 TA 4649.16 ... 0.007924 TA601 TA
19 2025-09-10 OI 9920.0 ... -0.009778 OI601 OI
20 2025-09-10 MA 2296.67 ... 0.046297 MA601 MA
21 2025-09-10 FG 1140.0 ... 0.034211 FG601 FG
22 2025-09-10 RM 2658.33 ... -0.043761 RM601 RM
23 2025-09-10 SF 5260.0 ... 0.071483 SF511 SF
24 2025-09-10 SM 5696.0 ... 0.027388 SM601 SM
25 2025-09-10 CY 23550.0 ... -0.155202 CY511 CY
26 2025-09-10 UR 1693.75 ... -0.008708 UR601 UR
27 2025-09-10 SA 1262.5 ... 0.006733 SA601 SA
28 2025-09-10 PF 6463.5 ... -0.015704 PF511 PF
29 2025-09-10 PX 7200.0 ... -0.062222 PX511 PX
30 2025-09-10 SH 890.0 ... 1.888764 SH601 SH
31 2025-09-10 PR 5902.5 ... -0.01025 PR511 PR
32 2025-09-10 CU 79776.67 ... -0.001212 cu2510 cu
33 2025-09-10 AL 20693.33 ... 0.00443 al2510 al
34 2025-09-10 ZN 22080.0 ... 0.004076 zn2510 zn
35 2025-09-10 PB 16781.25 ... 0.003501 pb2510 pb
36 2025-09-10 NI 121766.67 ... -0.010485 ni2510 ni
37 2025-09-10 SN 270187.5 ... -0.002619 sn2510 sn
38 2025-09-10 AU 831.1 ... 0.005679 au2512 au
39 2025-09-10 AG 9835.33 ... -0.004202 ag2512 ag
40 2025-09-10 RB 3139.5 ... -0.010033 rb2601 rb
41 2025-09-10 WR 3315.0 ... -0.010558 wr2510 wr
42 2025-09-10 HC 3393.33 ... -0.01719 hc2601 hc
43 2025-09-10 FU 5400.0 ... -0.483519 fu2601 fu
44 2025-09-10 BU 3653.33 ... -0.059214 bu2511 bu
45 2025-09-10 RU 15150.0 ... 0.053135 ru2601 ru
46 2025-09-10 SP 5700.0 ... -0.135439 sp2511 sp
47 2025-09-10 SS 13055.0 ... -0.010724 ss2511 ss
48 2025-09-10 BR 11980.0 ... -0.022955 br2511 br
49 2025-09-10 SI 9390.0 ... -0.091587 SI2511 si
50 2025-09-10 LC 74100.0 ... -0.053711 LC2511 lc
51 2025-09-10 PS 50000.0 ... 0.0538 PS2511 ps
[52 rows x 15 columns]
2025-09-10 18:25:43,566 - future_1d - INFO - save future_spot 2025-09-10 add
2025-09-10 18:25:43,570 - future_1d - INFO - 4 31
date 2025-09-10 2025-09-10
variety P PR
spot_price 9380.0 5902.5
near_contract p2509 PR509
near_contract_price 9446.0 5788.0
dominant_contract p2601 PR511
dominant_contract_price 9340.0 5842.0
near_month 2509 2509
dominant_month 2601 2511
near_basis 66.0 -114.5
dom_basis -40.0 -60.5
near_basis_rate 0.007 -0.0194
dom_basis_rate -0.0043 -0.0102
symbol p2601 PR511
comd p PR
created_at 2025-09-10 18:25:43.533735 2025-09-10 18:25:43.533735
updated_at 2025-09-10 18:25:43.534104 2025-09-10 18:25:43.534104