=========================================================================
2025-07-23 16:25:38 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-07-23 16:25:40,817 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-23 16:25:41,144 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-17, end_day=2025-07-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-17 C 2327.14 ... -0.017678 c2509 c
1 2025-07-17 A 4295.0 ... -0.023516 a2509 a
2 2025-07-17 M 2952.0 ... 0.019986 m2509 m
3 2025-07-17 Y 8334.0 ... -0.033837 y2509 y
4 2025-07-17 P 8894.0 ... -0.014617 p2509 p
5 2025-07-17 JD 2885.0 ... 0.245754 jd2509 jd
6 2025-07-17 L 7373.33 ... -0.022287 l2509 l
7 2025-07-17 V 4710.0 ... 0.049682 v2509 v
8 2025-07-17 PP 7321.67 ... -0.042568 pp2509 pp
9 2025-07-17 JM 1268.75 ... -0.288276 jm2509 jm
10 2025-07-17 I 779.67 ... 0.002988 i2509 i
11 2025-07-17 EG 4416.67 ... -0.011246 eg2509 eg
12 2025-07-17 EB 7900.0 ... -0.085949 eb2509 eb
13 2025-07-17 PG 4760.0 ... -0.161345 pg2509 pg
14 2025-07-17 LH 14600.0 ... -0.042123 lh2509 lh
15 2025-07-17 BZ 5825.33 ... 0.053846 bz2603 bz
16 2025-07-17 CF 15375.33 ... -0.079369 CF509 CF
17 2025-07-17 SR 6046.67 ... -0.038479 SR509 SR
18 2025-07-17 TA 4762.66 ... -0.011477 TA509 TA
19 2025-07-17 OI 9561.67 ... -0.013666 OI509 OI
20 2025-07-17 MA 2391.67 ... -0.009479 MA509 MA
21 2025-07-17 FG 1142.4 ... -0.051996 FG509 FG
22 2025-07-17 RM 2611.67 ... 0.031524 RM509 RM
23 2025-07-17 SF 5185.71 ... 0.052122 SF509 SF
24 2025-07-17 SM 5622.0 ... 0.027037 SM509 SM
25 2025-07-17 CY 23275.0 ... -0.125456 CY509 CY
26 2025-07-17 UR 1825.0 ... -0.046575 UR509 UR
27 2025-07-17 SA 1250.0 ... -0.0272 SA509 SA
28 2025-07-17 PF 6626.04 ... -0.041056 PF509 PF
29 2025-07-17 PX 7250.0 ... -0.073931 PX509 PX
30 2025-07-17 SH 863.0 ... 1.866744 SH509 SH
31 2025-07-17 PR 5965.0 ... -0.011903 PR509 PR
32 2025-07-17 CU 78055.0 ... -0.001986 cu2508 cu
33 2025-07-17 AL 20586.67 ... -0.007853 al2509 al
34 2025-07-17 ZN 22082.0 ... -0.000996 zn2509 zn
35 2025-07-17 PB 16762.5 ... 0.006413 pb2508 pb
36 2025-07-17 NI 120800.0 ... -0.008609 ni2509 ni
37 2025-07-17 SN 261962.5 ... -0.000849 sn2508 sn
38 2025-07-17 AU 772.5 ... 0.00668 au2510 au
39 2025-07-17 AG 9127.67 ... 0.002337 ag2510 ag
40 2025-07-17 RB 3173.5 ... -0.015598 rb2510 rb
41 2025-07-17 WR 3347.5 ... 0.008813 wr2510 wr
42 2025-07-17 HC 3343.33 ... -0.018942 hc2510 hc
43 2025-07-17 FU 5325.0 ... -0.462723 fu2509 fu
44 2025-07-17 BU 3710.0 ... -0.022102 bu2509 bu
45 2025-07-17 RU 14658.33 ... -0.006026 ru2509 ru
46 2025-07-17 SP 5916.67 ... -0.113353 sp2509 sp
47 2025-07-17 SS 12950.0 ... -0.021236 ss2509 ss
48 2025-07-17 BR 11850.0 ... -0.031224 br2509 br
49 2025-07-17 SI 9380.0 ... -0.071429 SI2509 si
50 2025-07-17 LC 64400.0 ... 0.056522 LC2509 lc
51 2025-07-17 PS 41333.33 ... 0.064879 PS2509 ps
[52 rows x 15 columns]
2025-07-23 16:25:41,329 - future_1d - INFO - save future_spot 2025-07-17 completed
2025-07-23 16:25:48,851 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-18, end_day=2025-07-18) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-18 C 2330.0 ... -0.01073 c2509 c
1 2025-07-18 A 4295.0 ... -0.022584 a2509 a
2 2025-07-18 M 2966.0 ... 0.025961 m2509 m
3 2025-07-18 Y 8414.0 ... -0.033753 y2509 y
4 2025-07-18 P 9048.0 ... -0.016799 p2509 p
5 2025-07-18 JD 3050.0 ... 0.18459 jd2509 jd
6 2025-07-18 L 7378.33 ... -0.020781 l2509 l
7 2025-07-18 V 4712.0 ... 0.051995 v2509 v
8 2025-07-18 PP 7313.33 ... -0.039835 pp2509 pp
9 2025-07-18 JM 1281.25 ... -0.272195 jm2509 jm
10 2025-07-18 I 787.33 ... 0.006566 i2509 i
11 2025-07-18 EG 4415.0 ... -0.008834 eg2509 eg
12 2025-07-18 EB 7846.0 ... -0.076472 eb2509 eb
13 2025-07-18 PG 4757.5 ... -0.161745 pg2509 pg
14 2025-07-18 LH 14500.0 ... -0.026552 lh2509 lh
15 2025-07-18 BZ 5825.33 ... 0.056764 bz2603 bz
16 2025-07-18 CF 15522.67 ... -0.078767 CF509 CF
17 2025-07-18 SR 6043.33 ... -0.035631 SR509 SR
18 2025-07-18 TA 4776.66 ... -0.005163 TA509 TA
19 2025-07-18 OI 9691.67 ... -0.016785 OI509 OI
20 2025-07-18 MA 2383.33 ... -0.003915 MA509 MA
21 2025-07-18 FG 1142.4 ... -0.041492 FG509 FG
22 2025-07-18 RM 2668.33 ... 0.019739 RM509 RM
23 2025-07-18 SF 5221.43 ... 0.05948 SF509 SF
24 2025-07-18 SM 5652.0 ... 0.030432 SM509 SM
25 2025-07-18 CY 23275.0 ... -0.118153 CY509 CY
26 2025-07-18 UR 1830.0 ... -0.039344 UR509 UR
27 2025-07-18 SA 1250.0 ... -0.0192 SA509 SA
28 2025-07-18 PF 6643.33 ... -0.035725 PF509 PF
29 2025-07-18 PX 7250.0 ... -0.060966 PX509 PX
30 2025-07-18 SH 863.0 ... 1.876014 SH509 SH
31 2025-07-18 PR 6035.0 ... -0.016073 PR509 PR
32 2025-07-18 CU 78678.33 ... -0.004681 cu2508 cu
33 2025-07-18 AL 20720.0 ... -0.010376 al2509 al
34 2025-07-18 ZN 22306.0 ... -0.000269 zn2509 zn
35 2025-07-18 PB 16756.25 ... 0.003506 pb2508 pb
36 2025-07-18 NI 121800.0 ... -0.012069 ni2509 ni
37 2025-07-18 SN 265575.0 ... -0.005215 sn2509 sn
38 2025-07-18 AU 772.28 ... 0.003962 au2510 au
39 2025-07-18 AG 9181.0 ... 0.000545 ag2510 ag
40 2025-07-18 RB 3196.0 ... -0.012516 rb2510 rb
41 2025-07-18 WR 3372.5 ... 0.017346 wr2510 wr
42 2025-07-18 HC 3380.0 ... -0.017456 hc2510 hc
43 2025-07-18 FU 5325.0 ... -0.459155 fu2509 fu
44 2025-07-18 BU 3710.0 ... -0.016981 bu2509 bu
45 2025-07-18 RU 14900.0 ... -0.004027 ru2509 ru
46 2025-07-18 SP 5933.33 ... -0.108089 sp2509 sp
47 2025-07-18 SS 12937.5 ... -0.015652 ss2509 ss
48 2025-07-18 BR 11860.0 ... -0.015599 br2509 br
49 2025-07-18 SI 9500.0 ... -0.071579 SI2509 si
50 2025-07-18 LC 64500.0 ... 0.077829 LC2509 lc
51 2025-07-18 PS 42000.0 ... 0.051786 PS2509 ps
[52 rows x 15 columns]
2025-07-23 16:25:49,005 - future_1d - INFO - save future_spot 2025-07-18 completed
2025-07-23 16:25:57,089 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-21, end_day=2025-07-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-21 C 2332.86 ... -0.005941 c2509 c
1 2025-07-21 A 4295.0 ... -0.027707 a2509 a
2 2025-07-21 M 2974.0 ... 0.028581 m2509 m
3 2025-07-21 Y 8364.0 ... -0.028694 y2509 y
4 2025-07-21 P 9046.0 ... -0.009728 p2509 p
5 2025-07-21 JD 3275.0 ... 0.106565 jd2509 jd
6 2025-07-21 L 7383.33 ... -0.014537 l2509 l
7 2025-07-21 V 4837.0 ... 0.048791 v2509 v
8 2025-07-21 PP 7313.33 ... -0.032588 pp2509 pp
9 2025-07-21 JM 1281.25 ... -0.242146 jm2509 jm
10 2025-07-21 I 799.11 ... 0.004868 i2509 i
11 2025-07-21 EG 4431.67 ... -0.006244 eg2509 eg
12 2025-07-21 EB 7856.0 ... -0.061736 eb2509 eb
13 2025-07-21 PG 4807.5 ... -0.163599 pg2509 pg
14 2025-07-21 LH 14480.0 ... -0.008978 lh2509 lh
15 2025-07-21 BZ 5858.67 ... 0.061504 bz2603 bz
16 2025-07-21 CF 15596.33 ... -0.088888 CF509 CF
17 2025-07-21 SR 6046.67 ... -0.034179 SR509 SR
18 2025-07-21 TA 4825.0 ... -0.010155 TA509 TA
19 2025-07-21 OI 9681.67 ... -0.008745 OI509 OI
20 2025-07-21 MA 2405.0 ... -0.002495 MA509 MA
21 2025-07-21 FG 1174.4 ... -0.025034 FG509 FG
22 2025-07-21 RM 2675.0 ... 0.019439 RM509 RM
23 2025-07-21 SF 5221.43 ... 0.084377 SF509 SF
24 2025-07-21 SM 5692.0 ... 0.037948 SM509 SM
25 2025-07-21 CY 23275.0 ... -0.121375 CY509 CY
26 2025-07-21 UR 1830.0 ... -0.012568 UR509 UR
27 2025-07-21 SA 1250.0 ... 0.0184 SA509 SA
28 2025-07-21 PF 6610.42 ... -0.028503 PF509 PF
29 2025-07-21 PX 7250.0 ... -0.055172 PX509 PX
30 2025-07-21 SH 863.0 ... 1.96292 SH509 SH
31 2025-07-21 PR 6040.0 ... -0.010596 PR509 PR
32 2025-07-21 CU 79651.67 ... -0.004917 cu2509 cu
33 2025-07-21 AL 20906.67 ... -0.007733 al2509 al
34 2025-07-21 ZN 22814.0 ... -0.001271 zn2509 zn
35 2025-07-21 PB 16862.5 ... 0.004299 pb2508 pb
36 2025-07-21 NI 123350.0 ... -0.011998 ni2509 ni
37 2025-07-21 SN 267362.5 ... -0.00547 sn2509 sn
38 2025-07-21 AU 776.15 ... 0.004754 au2510 au
39 2025-07-21 AG 9203.67 ... 0.004925 ag2510 ag
40 2025-07-21 RB 3234.0 ... -0.008349 rb2510 rb
41 2025-07-21 WR 3445.0 ... 0.015385 wr2510 wr
42 2025-07-21 HC 3406.67 ... -0.007535 hc2510 hc
43 2025-07-21 FU 5312.5 ... -0.450165 fu2509 fu
44 2025-07-21 BU 3720.0 ... -0.01586 bu2509 bu
45 2025-07-21 RU 14941.67 ... -0.002789 ru2509 ru
46 2025-07-21 SP 5950.0 ... -0.104538 sp2509 sp
47 2025-07-21 SS 12955.0 ... -0.006561 ss2509 ss
48 2025-07-21 BR 12070.0 ... -0.014499 br2509 br
49 2025-07-21 SI 9620.0 ... -0.053015 SI2509 si
50 2025-07-21 LC 65033.33 ... 0.091133 LC2509 lc
51 2025-07-21 PS 42000.0 ... 0.072738 PS2509 ps
[52 rows x 15 columns]
2025-07-23 16:25:57,247 - future_1d - INFO - save future_spot 2025-07-21 completed
2025-07-23 16:26:02,693 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-22, end_day=2025-07-22) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-22 C 2338.57 ... -0.005803 c2509 c
1 2025-07-22 A 4295.0 ... -0.019092 a2509 a
2 2025-07-22 M 2990.0 ... 0.028763 m2509 m
3 2025-07-22 Y 8334.0 ... -0.031437 y2509 y
4 2025-07-22 P 8994.0 ... -0.007338 p2509 p
5 2025-07-22 JD 3300.0 ... 0.098182 jd2509 jd
6 2025-07-22 L 7388.33 ... -0.011143 l2509 l
7 2025-07-22 V 4911.0 ... 0.055997 v2509 v
8 2025-07-22 PP 7291.67 ... -0.024366 pp2509 pp
9 2025-07-22 JM 1301.25 ... -0.213833 jm2509 jm
10 2025-07-22 I 798.89 ... 0.022669 i2509 i
11 2025-07-22 EG 4436.67 ... -0.001503 eg2509 eg
12 2025-07-22 EB 7860.0 ... -0.054835 eb2509 eb
13 2025-07-22 PG 4782.5 ... -0.16759 pg2509 pg
14 2025-07-22 LH 14450.0 ... -0.00692 lh2509 lh
15 2025-07-22 BZ 5858.67 ... 0.064747 bz2603 bz
16 2025-07-22 CF 15549.0 ... -0.088366 CF509 CF
17 2025-07-22 SR 6043.33 ... -0.036127 SR509 SR
18 2025-07-22 TA 4817.0 ... -0.009342 TA509 TA
19 2025-07-22 OI 9586.67 ... -0.007267 OI509 OI
20 2025-07-22 MA 2433.33 ... -0.003423 MA509 MA
21 2025-07-22 FG 1180.0 ... 0.019492 FG509 FG
22 2025-07-22 RM 2690.0 ... 0.013383 RM509 RM
23 2025-07-22 SF 5382.86 ... 0.073779 SF509 SF
24 2025-07-22 SM 5726.0 ... 0.040866 SM509 SM
25 2025-07-22 CY 23450.0 ... -0.13049 CY509 CY
26 2025-07-22 UR 1835.0 ... -0.015804 UR509 UR
27 2025-07-22 SA 1250.0 ... 0.0632 SA509 SA
28 2025-07-22 PF 6592.08 ... -0.024587 PF509 PF
29 2025-07-22 PX 7250.0 ... -0.054897 PX509 PX
30 2025-07-22 SH 861.0 ... 2.039489 SH509 SH
31 2025-07-22 PR 6020.0 ... -0.006645 PR509 PR
32 2025-07-22 CU 79766.67 ... -0.001463 cu2509 cu
33 2025-07-22 AL 20950.0 ... -0.004296 al2509 al
34 2025-07-22 ZN 22770.0 ... 0.003953 zn2509 zn
35 2025-07-22 PB 16806.25 ... 0.007066 pb2509 pb
36 2025-07-22 NI 123783.33 ... -0.002774 ni2509 ni
37 2025-07-22 SN 266600.0 ... 0.003863 sn2509 sn
38 2025-07-22 AU 781.07 ... 0.006056 au2510 au
39 2025-07-22 AG 9328.67 ... 0.005824 ag2510 ag
40 2025-07-22 RB 3297.0 ... -0.010009 rb2510 rb
41 2025-07-22 WR 3497.5 ... 0.025876 wr2510 wr
42 2025-07-22 HC 3446.67 ... -0.004546 hc2510 hc
43 2025-07-22 FU 5312.5 ... -0.454306 fu2509 fu
44 2025-07-22 BU 3723.33 ... -0.030169 bu2509 bu
45 2025-07-22 RU 15108.33 ... -0.005185 ru2509 ru
46 2025-07-22 SP 5923.33 ... -0.098142 sp2509 sp
47 2025-07-22 SS 12955.0 ... -0.005017 ss2509 ss
48 2025-07-22 BR 12110.0 ... -0.007019 br2509 br
49 2025-07-22 SI 9840.0 ... -0.037602 SI2509 si
50 2025-07-22 LC 66266.67 ... 0.091348 LC2509 lc
51 2025-07-22 PS 42000.0 ... 0.130238 PS2509 ps
[52 rows x 15 columns]
2025-07-23 16:26:02,853 - future_1d - INFO - save future_spot 2025-07-22 completed
2025-07-23 16:26:12,506 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-23, end_day=2025-07-23) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-23 C 2340.0 ... -0.012393 c2509 c
1 2025-07-23 A 4295.0 ... -0.015367 a2509 a
2 2025-07-23 M 3024.0 ... 0.02381 m2509 m
3 2025-07-23 Y 8334.0 ... -0.031437 y2509 y
4 2025-07-23 P 9048.0 ... -0.007073 p2509 p
5 2025-07-23 JD 3375.0 ... 0.080296 jd2509 jd
6 2025-07-23 L 7405.0 ... -0.011479 l2509 l
7 2025-07-23 V 4907.0 ... 0.058488 v2509 v
8 2025-07-23 PP 7303.33 ... -0.024281 pp2509 pp
9 2025-07-23 JM 1301.25 ... -0.146974 jm2509 jm
10 2025-07-23 I 798.89 ... 0.020791 i2509 i
11 2025-07-23 EG 4436.67 ... 0.000751 eg2509 eg
12 2025-07-23 EB 7754.0 ... -0.041398 eb2509 eb
13 2025-07-23 PG 4770.0 ... -0.167296 pg2509 pg
14 2025-07-23 LH 14420.0 ... 0.019071 lh2509 lh
15 2025-07-23 BZ 5865.33 ... 0.06081 bz2603 bz
16 2025-07-23 CF 15551.33 ... -0.085609 CF509 CF
17 2025-07-23 SR 6050.0 ... -0.037025 SR509 SR
18 2025-07-23 TA 4831.34 ... -0.004831 TA509 TA
19 2025-07-23 OI 9570.0 ... -0.012435 OI509 OI
20 2025-07-23 MA 2404.17 ... 0.010744 MA509 MA
21 2025-07-23 FG 1210.4 ... 0.01041 FG509 FG
22 2025-07-23 RM 2700.0 ... 0.02 RM509 RM
23 2025-07-23 SF 5495.71 ... 0.063375 SF509 SF
24 2025-07-23 SM 5770.0 ... 0.032236 SM509 SM
25 2025-07-23 CY 23450.0 ... -0.129211 CY509 CY
26 2025-07-23 UR 1835.0 ... -0.025613 UR509 UR
27 2025-07-23 SA 1250.0 ... 0.0792 SA509 SA
28 2025-07-23 PF 6601.67 ... -0.019036 PF509 PF
29 2025-07-23 PX 7250.0 ... -0.049655 PX509 PX
30 2025-07-23 SH 861.0 ... 2.058072 SH509 SH
31 2025-07-23 PR 6020.0 ... -0.001329 PR509 PR
32 2025-07-23 CU 79861.67 ... -0.000647 cu2509 cu
33 2025-07-23 AL 20950.0 ... -0.005012 al2509 al
34 2025-07-23 ZN 22818.0 ... 0.003813 zn2509 zn
35 2025-07-23 PB 16806.25 ... 0.005876 pb2509 pb
36 2025-07-23 NI 124416.67 ... -0.007046 ni2509 ni
37 2025-07-23 SN 269150.0 ... 0.000037 sn2509 sn
38 2025-07-23 AU 781.07 ... 0.013225 au2510 au
39 2025-07-23 AG 9328.67 ... 0.014614 ag2510 ag
40 2025-07-23 RB 3302.5 ... -0.005905 rb2510 rb
41 2025-07-23 WR 3497.5 ... 0.032452 wr2510 wr
42 2025-07-23 HC 3470.0 ... -0.007493 hc2510 hc
43 2025-07-23 FU 5275.0 ... -0.454218 fu2509 fu
44 2025-07-23 BU 3710.0 ... -0.026415 bu2509 bu
45 2025-07-23 RU 15066.67 ... -0.003429 ru2509 ru
46 2025-07-23 SP 5950.0 ... -0.088403 sp2509 sp
47 2025-07-23 SS 13030.0 ... -0.006523 ss2509 ss
48 2025-07-23 BR 12110.0 ... -0.009083 br2509 br
49 2025-07-23 SI 10080.0 ... -0.036706 SI2509 si
50 2025-07-23 LC 67266.67 ... 0.063231 LC2509 lc
51 2025-07-23 PS 42000.0 ... 0.217381 PS2509 ps
[52 rows x 15 columns]
2025-07-23 16:26:12,683 - future_1d - INFO - save future_spot 2025-07-23 add
2025-07-23 16:26:12,690 - future_1d - INFO - 0 ... 4
date 2025-07-23 ... 2025-07-23
variety C ... P
spot_price 2340.0 ... 9048.0
near_contract c2509 ... p2508
near_contract_price 2311.0 ... 8898.0
dominant_contract c2509 ... p2509
dominant_contract_price 2311.0 ... 8984.0
near_month 2509 ... 2508
dominant_month 2509 ... 2509
near_basis -29.0 ... -150.0
dom_basis -29.0 ... -64.0
near_basis_rate -0.0124 ... -0.0166
dom_basis_rate -0.0124 ... -0.0071
symbol c2509 ... p2509
comd c ... p
created_at 2025-07-23 16:26:12.642617 ... 2025-07-23 16:26:12.642617
updated_at 2025-07-23 16:26:12.643001 ... 2025-07-23 16:26:12.643001
[17 rows x 5 columns]
=========================================================================
2025-07-23 18:25:21 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-07-23 18:25:23,460 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-23 18:25:23,806 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-17, end_day=2025-07-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-17 C 2327.14 ... -0.017678 c2509 c
1 2025-07-17 A 4295.0 ... -0.023516 a2509 a
2 2025-07-17 M 2952.0 ... 0.019986 m2509 m
3 2025-07-17 Y 8334.0 ... -0.033837 y2509 y
4 2025-07-17 P 8894.0 ... -0.014617 p2509 p
5 2025-07-17 JD 2885.0 ... 0.245754 jd2509 jd
6 2025-07-17 L 7373.33 ... -0.022287 l2509 l
7 2025-07-17 V 4710.0 ... 0.049682 v2509 v
8 2025-07-17 PP 7321.67 ... -0.042568 pp2509 pp
9 2025-07-17 JM 1268.75 ... -0.288276 jm2509 jm
10 2025-07-17 I 779.67 ... 0.002988 i2509 i
11 2025-07-17 EG 4416.67 ... -0.011246 eg2509 eg
12 2025-07-17 EB 7900.0 ... -0.085949 eb2509 eb
13 2025-07-17 PG 4760.0 ... -0.161345 pg2509 pg
14 2025-07-17 LH 14600.0 ... -0.042123 lh2509 lh
15 2025-07-17 BZ 5825.33 ... 0.053846 bz2603 bz
16 2025-07-17 CF 15375.33 ... -0.079369 CF509 CF
17 2025-07-17 SR 6046.67 ... -0.038479 SR509 SR
18 2025-07-17 TA 4762.66 ... -0.011477 TA509 TA
19 2025-07-17 OI 9561.67 ... -0.013666 OI509 OI
20 2025-07-17 MA 2391.67 ... -0.009479 MA509 MA
21 2025-07-17 FG 1142.4 ... -0.051996 FG509 FG
22 2025-07-17 RM 2611.67 ... 0.031524 RM509 RM
23 2025-07-17 SF 5185.71 ... 0.052122 SF509 SF
24 2025-07-17 SM 5622.0 ... 0.027037 SM509 SM
25 2025-07-17 CY 23275.0 ... -0.125456 CY509 CY
26 2025-07-17 UR 1825.0 ... -0.046575 UR509 UR
27 2025-07-17 SA 1250.0 ... -0.0272 SA509 SA
28 2025-07-17 PF 6626.04 ... -0.041056 PF509 PF
29 2025-07-17 PX 7250.0 ... -0.073931 PX509 PX
30 2025-07-17 SH 863.0 ... 1.866744 SH509 SH
31 2025-07-17 PR 5965.0 ... -0.011903 PR509 PR
32 2025-07-17 CU 78055.0 ... -0.001986 cu2508 cu
33 2025-07-17 AL 20586.67 ... -0.007853 al2509 al
34 2025-07-17 ZN 22082.0 ... -0.000996 zn2509 zn
35 2025-07-17 PB 16762.5 ... 0.006413 pb2508 pb
36 2025-07-17 NI 120800.0 ... -0.008609 ni2509 ni
37 2025-07-17 SN 261962.5 ... -0.000849 sn2508 sn
38 2025-07-17 AU 772.5 ... 0.00668 au2510 au
39 2025-07-17 AG 9127.67 ... 0.002337 ag2510 ag
40 2025-07-17 RB 3173.5 ... -0.015598 rb2510 rb
41 2025-07-17 WR 3347.5 ... 0.008813 wr2510 wr
42 2025-07-17 HC 3343.33 ... -0.018942 hc2510 hc
43 2025-07-17 FU 5325.0 ... -0.462723 fu2509 fu
44 2025-07-17 BU 3710.0 ... -0.022102 bu2509 bu
45 2025-07-17 RU 14658.33 ... -0.006026 ru2509 ru
46 2025-07-17 SP 5916.67 ... -0.113353 sp2509 sp
47 2025-07-17 SS 12950.0 ... -0.021236 ss2509 ss
48 2025-07-17 BR 11850.0 ... -0.031224 br2509 br
49 2025-07-17 SI 9380.0 ... -0.071429 SI2509 si
50 2025-07-17 LC 64400.0 ... 0.056522 LC2509 lc
51 2025-07-17 PS 41333.33 ... 0.064879 PS2509 ps
[52 rows x 15 columns]
2025-07-23 18:25:23,985 - future_1d - INFO - save future_spot 2025-07-17 completed
2025-07-23 18:25:30,023 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-18, end_day=2025-07-18) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-18 C 2330.0 ... -0.01073 c2509 c
1 2025-07-18 A 4295.0 ... -0.022584 a2509 a
2 2025-07-18 M 2966.0 ... 0.025961 m2509 m
3 2025-07-18 Y 8414.0 ... -0.033753 y2509 y
4 2025-07-18 P 9048.0 ... -0.016799 p2509 p
5 2025-07-18 JD 3050.0 ... 0.18459 jd2509 jd
6 2025-07-18 L 7378.33 ... -0.020781 l2509 l
7 2025-07-18 V 4712.0 ... 0.051995 v2509 v
8 2025-07-18 PP 7313.33 ... -0.039835 pp2509 pp
9 2025-07-18 JM 1281.25 ... -0.272195 jm2509 jm
10 2025-07-18 I 787.33 ... 0.006566 i2509 i
11 2025-07-18 EG 4415.0 ... -0.008834 eg2509 eg
12 2025-07-18 EB 7846.0 ... -0.076472 eb2509 eb
13 2025-07-18 PG 4757.5 ... -0.161745 pg2509 pg
14 2025-07-18 LH 14500.0 ... -0.026552 lh2509 lh
15 2025-07-18 BZ 5825.33 ... 0.056764 bz2603 bz
16 2025-07-18 CF 15522.67 ... -0.078767 CF509 CF
17 2025-07-18 SR 6043.33 ... -0.035631 SR509 SR
18 2025-07-18 TA 4776.66 ... -0.005163 TA509 TA
19 2025-07-18 OI 9691.67 ... -0.016785 OI509 OI
20 2025-07-18 MA 2383.33 ... -0.003915 MA509 MA
21 2025-07-18 FG 1142.4 ... -0.041492 FG509 FG
22 2025-07-18 RM 2668.33 ... 0.019739 RM509 RM
23 2025-07-18 SF 5221.43 ... 0.05948 SF509 SF
24 2025-07-18 SM 5652.0 ... 0.030432 SM509 SM
25 2025-07-18 CY 23275.0 ... -0.118153 CY509 CY
26 2025-07-18 UR 1830.0 ... -0.039344 UR509 UR
27 2025-07-18 SA 1250.0 ... -0.0192 SA509 SA
28 2025-07-18 PF 6643.33 ... -0.035725 PF509 PF
29 2025-07-18 PX 7250.0 ... -0.060966 PX509 PX
30 2025-07-18 SH 863.0 ... 1.876014 SH509 SH
31 2025-07-18 PR 6035.0 ... -0.016073 PR509 PR
32 2025-07-18 CU 78678.33 ... -0.004681 cu2508 cu
33 2025-07-18 AL 20720.0 ... -0.010376 al2509 al
34 2025-07-18 ZN 22306.0 ... -0.000269 zn2509 zn
35 2025-07-18 PB 16756.25 ... 0.003506 pb2508 pb
36 2025-07-18 NI 121800.0 ... -0.012069 ni2509 ni
37 2025-07-18 SN 265575.0 ... -0.005215 sn2509 sn
38 2025-07-18 AU 772.28 ... 0.003962 au2510 au
39 2025-07-18 AG 9181.0 ... 0.000545 ag2510 ag
40 2025-07-18 RB 3196.0 ... -0.012516 rb2510 rb
41 2025-07-18 WR 3372.5 ... 0.017346 wr2510 wr
42 2025-07-18 HC 3380.0 ... -0.017456 hc2510 hc
43 2025-07-18 FU 5325.0 ... -0.459155 fu2509 fu
44 2025-07-18 BU 3710.0 ... -0.016981 bu2509 bu
45 2025-07-18 RU 14900.0 ... -0.004027 ru2509 ru
46 2025-07-18 SP 5933.33 ... -0.108089 sp2509 sp
47 2025-07-18 SS 12937.5 ... -0.015652 ss2509 ss
48 2025-07-18 BR 11860.0 ... -0.015599 br2509 br
49 2025-07-18 SI 9500.0 ... -0.071579 SI2509 si
50 2025-07-18 LC 64500.0 ... 0.077829 LC2509 lc
51 2025-07-18 PS 42000.0 ... 0.051786 PS2509 ps
[52 rows x 15 columns]
2025-07-23 18:25:30,185 - future_1d - INFO - save future_spot 2025-07-18 completed
2025-07-23 18:25:33,531 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-21, end_day=2025-07-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-21 C 2332.86 ... -0.005941 c2509 c
1 2025-07-21 A 4295.0 ... -0.027707 a2509 a
2 2025-07-21 M 2974.0 ... 0.028581 m2509 m
3 2025-07-21 Y 8364.0 ... -0.028694 y2509 y
4 2025-07-21 P 9046.0 ... -0.009728 p2509 p
5 2025-07-21 JD 3275.0 ... 0.106565 jd2509 jd
6 2025-07-21 L 7383.33 ... -0.014537 l2509 l
7 2025-07-21 V 4837.0 ... 0.048791 v2509 v
8 2025-07-21 PP 7313.33 ... -0.032588 pp2509 pp
9 2025-07-21 JM 1281.25 ... -0.242146 jm2509 jm
10 2025-07-21 I 799.11 ... 0.004868 i2509 i
11 2025-07-21 EG 4431.67 ... -0.006244 eg2509 eg
12 2025-07-21 EB 7856.0 ... -0.061736 eb2509 eb
13 2025-07-21 PG 4807.5 ... -0.163599 pg2509 pg
14 2025-07-21 LH 14480.0 ... -0.008978 lh2509 lh
15 2025-07-21 BZ 5858.67 ... 0.061504 bz2603 bz
16 2025-07-21 CF 15596.33 ... -0.088888 CF509 CF
17 2025-07-21 SR 6046.67 ... -0.034179 SR509 SR
18 2025-07-21 TA 4825.0 ... -0.010155 TA509 TA
19 2025-07-21 OI 9681.67 ... -0.008745 OI509 OI
20 2025-07-21 MA 2405.0 ... -0.002495 MA509 MA
21 2025-07-21 FG 1174.4 ... -0.025034 FG509 FG
22 2025-07-21 RM 2675.0 ... 0.019439 RM509 RM
23 2025-07-21 SF 5221.43 ... 0.084377 SF509 SF
24 2025-07-21 SM 5692.0 ... 0.037948 SM509 SM
25 2025-07-21 CY 23275.0 ... -0.121375 CY509 CY
26 2025-07-21 UR 1830.0 ... -0.012568 UR509 UR
27 2025-07-21 SA 1250.0 ... 0.0184 SA509 SA
28 2025-07-21 PF 6610.42 ... -0.028503 PF509 PF
29 2025-07-21 PX 7250.0 ... -0.055172 PX509 PX
30 2025-07-21 SH 863.0 ... 1.96292 SH509 SH
31 2025-07-21 PR 6040.0 ... -0.010596 PR509 PR
32 2025-07-21 CU 79651.67 ... -0.004917 cu2509 cu
33 2025-07-21 AL 20906.67 ... -0.007733 al2509 al
34 2025-07-21 ZN 22814.0 ... -0.001271 zn2509 zn
35 2025-07-21 PB 16862.5 ... 0.004299 pb2508 pb
36 2025-07-21 NI 123350.0 ... -0.011998 ni2509 ni
37 2025-07-21 SN 267362.5 ... -0.00547 sn2509 sn
38 2025-07-21 AU 776.15 ... 0.004754 au2510 au
39 2025-07-21 AG 9203.67 ... 0.004925 ag2510 ag
40 2025-07-21 RB 3234.0 ... -0.008349 rb2510 rb
41 2025-07-21 WR 3445.0 ... 0.015385 wr2510 wr
42 2025-07-21 HC 3406.67 ... -0.007535 hc2510 hc
43 2025-07-21 FU 5312.5 ... -0.450165 fu2509 fu
44 2025-07-21 BU 3720.0 ... -0.01586 bu2509 bu
45 2025-07-21 RU 14941.67 ... -0.002789 ru2509 ru
46 2025-07-21 SP 5950.0 ... -0.104538 sp2509 sp
47 2025-07-21 SS 12955.0 ... -0.006561 ss2509 ss
48 2025-07-21 BR 12070.0 ... -0.014499 br2509 br
49 2025-07-21 SI 9620.0 ... -0.053015 SI2509 si
50 2025-07-21 LC 65033.33 ... 0.091133 LC2509 lc
51 2025-07-21 PS 42000.0 ... 0.072738 PS2509 ps
[52 rows x 15 columns]
2025-07-23 18:25:33,691 - future_1d - INFO - save future_spot 2025-07-21 completed
2025-07-23 18:25:39,968 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-22, end_day=2025-07-22) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-22 C 2338.57 ... -0.005803 c2509 c
1 2025-07-22 A 4295.0 ... -0.019092 a2509 a
2 2025-07-22 M 2990.0 ... 0.028763 m2509 m
3 2025-07-22 Y 8334.0 ... -0.031437 y2509 y
4 2025-07-22 P 8994.0 ... -0.007338 p2509 p
5 2025-07-22 JD 3300.0 ... 0.098182 jd2509 jd
6 2025-07-22 L 7388.33 ... -0.011143 l2509 l
7 2025-07-22 V 4911.0 ... 0.055997 v2509 v
8 2025-07-22 PP 7291.67 ... -0.024366 pp2509 pp
9 2025-07-22 JM 1301.25 ... -0.213833 jm2509 jm
10 2025-07-22 I 798.89 ... 0.022669 i2509 i
11 2025-07-22 EG 4436.67 ... -0.001503 eg2509 eg
12 2025-07-22 EB 7860.0 ... -0.054835 eb2509 eb
13 2025-07-22 PG 4782.5 ... -0.16759 pg2509 pg
14 2025-07-22 LH 14450.0 ... -0.00692 lh2509 lh
15 2025-07-22 BZ 5858.67 ... 0.064747 bz2603 bz
16 2025-07-22 CF 15549.0 ... -0.088366 CF509 CF
17 2025-07-22 SR 6043.33 ... -0.036127 SR509 SR
18 2025-07-22 TA 4817.0 ... -0.009342 TA509 TA
19 2025-07-22 OI 9586.67 ... -0.007267 OI509 OI
20 2025-07-22 MA 2433.33 ... -0.003423 MA509 MA
21 2025-07-22 FG 1180.0 ... 0.019492 FG509 FG
22 2025-07-22 RM 2690.0 ... 0.013383 RM509 RM
23 2025-07-22 SF 5382.86 ... 0.073779 SF509 SF
24 2025-07-22 SM 5726.0 ... 0.040866 SM509 SM
25 2025-07-22 CY 23450.0 ... -0.13049 CY509 CY
26 2025-07-22 UR 1835.0 ... -0.015804 UR509 UR
27 2025-07-22 SA 1250.0 ... 0.0632 SA509 SA
28 2025-07-22 PF 6592.08 ... -0.024587 PF509 PF
29 2025-07-22 PX 7250.0 ... -0.054897 PX509 PX
30 2025-07-22 SH 861.0 ... 2.039489 SH509 SH
31 2025-07-22 PR 6020.0 ... -0.006645 PR509 PR
32 2025-07-22 CU 79766.67 ... -0.001463 cu2509 cu
33 2025-07-22 AL 20950.0 ... -0.004296 al2509 al
34 2025-07-22 ZN 22770.0 ... 0.003953 zn2509 zn
35 2025-07-22 PB 16806.25 ... 0.007066 pb2509 pb
36 2025-07-22 NI 123783.33 ... -0.002774 ni2509 ni
37 2025-07-22 SN 266600.0 ... 0.003863 sn2509 sn
38 2025-07-22 AU 781.07 ... 0.006056 au2510 au
39 2025-07-22 AG 9328.67 ... 0.005824 ag2510 ag
40 2025-07-22 RB 3297.0 ... -0.010009 rb2510 rb
41 2025-07-22 WR 3497.5 ... 0.025876 wr2510 wr
42 2025-07-22 HC 3446.67 ... -0.004546 hc2510 hc
43 2025-07-22 FU 5312.5 ... -0.454306 fu2509 fu
44 2025-07-22 BU 3723.33 ... -0.030169 bu2509 bu
45 2025-07-22 RU 15108.33 ... -0.005185 ru2509 ru
46 2025-07-22 SP 5923.33 ... -0.098142 sp2509 sp
47 2025-07-22 SS 12955.0 ... -0.005017 ss2509 ss
48 2025-07-22 BR 12110.0 ... -0.007019 br2509 br
49 2025-07-22 SI 9840.0 ... -0.037602 SI2509 si
50 2025-07-22 LC 66266.67 ... 0.091348 LC2509 lc
51 2025-07-22 PS 42000.0 ... 0.130238 PS2509 ps
[52 rows x 15 columns]
2025-07-23 18:25:40,124 - future_1d - INFO - save future_spot 2025-07-22 completed
2025-07-23 18:25:49,001 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-23, end_day=2025-07-23) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-23 C 2340.0 ... -0.012393 c2509 c
1 2025-07-23 A 4295.0 ... -0.015367 a2509 a
2 2025-07-23 M 3024.0 ... 0.02381 m2509 m
3 2025-07-23 Y 8334.0 ... -0.031437 y2509 y
4 2025-07-23 P 9048.0 ... -0.007073 p2509 p
5 2025-07-23 JD 3375.0 ... 0.080296 jd2509 jd
6 2025-07-23 L 7405.0 ... -0.011479 l2509 l
7 2025-07-23 V 4907.0 ... 0.058488 v2509 v
8 2025-07-23 PP 7303.33 ... -0.024281 pp2509 pp
9 2025-07-23 JM 1301.25 ... -0.146974 jm2509 jm
10 2025-07-23 I 798.89 ... 0.020791 i2509 i
11 2025-07-23 EG 4436.67 ... 0.000751 eg2509 eg
12 2025-07-23 EB 7754.0 ... -0.041398 eb2509 eb
13 2025-07-23 PG 4770.0 ... -0.167296 pg2509 pg
14 2025-07-23 LH 14420.0 ... 0.019071 lh2509 lh
15 2025-07-23 BZ 5865.33 ... 0.06081 bz2603 bz
16 2025-07-23 CF 15551.33 ... -0.085609 CF509 CF
17 2025-07-23 SR 6050.0 ... -0.037025 SR509 SR
18 2025-07-23 TA 4831.34 ... -0.004831 TA509 TA
19 2025-07-23 OI 9570.0 ... -0.012435 OI509 OI
20 2025-07-23 MA 2404.17 ... 0.010744 MA509 MA
21 2025-07-23 FG 1210.4 ... 0.01041 FG509 FG
22 2025-07-23 RM 2700.0 ... 0.02 RM509 RM
23 2025-07-23 SF 5495.71 ... 0.063375 SF509 SF
24 2025-07-23 SM 5770.0 ... 0.032236 SM509 SM
25 2025-07-23 CY 23450.0 ... -0.129211 CY509 CY
26 2025-07-23 UR 1835.0 ... -0.025613 UR509 UR
27 2025-07-23 SA 1270.0 ... 0.062205 SA509 SA
28 2025-07-23 PF 6601.67 ... -0.019036 PF509 PF
29 2025-07-23 PX 7250.0 ... -0.049655 PX509 PX
30 2025-07-23 SH 861.0 ... 2.058072 SH509 SH
31 2025-07-23 PR 6020.0 ... -0.001329 PR509 PR
32 2025-07-23 CU 79861.67 ... -0.000647 cu2509 cu
33 2025-07-23 AL 20950.0 ... -0.005012 al2509 al
34 2025-07-23 ZN 22818.0 ... 0.003813 zn2509 zn
35 2025-07-23 PB 16806.25 ... 0.005876 pb2509 pb
36 2025-07-23 NI 124416.67 ... -0.007046 ni2509 ni
37 2025-07-23 SN 269150.0 ... 0.000037 sn2509 sn
38 2025-07-23 AU 781.07 ... 0.013225 au2510 au
39 2025-07-23 AG 9328.67 ... 0.014614 ag2510 ag
40 2025-07-23 RB 3302.5 ... -0.005905 rb2510 rb
41 2025-07-23 WR 3497.5 ... 0.032452 wr2510 wr
42 2025-07-23 HC 3470.0 ... -0.007493 hc2510 hc
43 2025-07-23 FU 5275.0 ... -0.454218 fu2509 fu
44 2025-07-23 BU 3710.0 ... -0.026415 bu2509 bu
45 2025-07-23 RU 15066.67 ... -0.003429 ru2509 ru
46 2025-07-23 SP 5950.0 ... -0.088403 sp2509 sp
47 2025-07-23 SS 13030.0 ... -0.006523 ss2509 ss
48 2025-07-23 BR 12110.0 ... -0.009083 br2509 br
49 2025-07-23 SI 10080.0 ... -0.036706 SI2509 si
50 2025-07-23 LC 67266.67 ... 0.063231 LC2509 lc
51 2025-07-23 PS 42000.0 ... 0.217381 PS2509 ps
[52 rows x 15 columns]
2025-07-23 18:25:49,176 - future_1d - INFO - save future_spot 2025-07-23 add
2025-07-23 18:25:49,180 - future_1d - INFO - 27
date 2025-07-23
variety SA
spot_price 1270.0
near_contract SA508
near_contract_price 1337.0
dominant_contract SA509
dominant_contract_price 1349.0
near_month 2508
dominant_month 2509
near_basis 67.0
dom_basis 79.0
near_basis_rate 0.0528
dom_basis_rate 0.0622
symbol SA509
comd SA
created_at 2025-07-23 18:25:49.141554
updated_at 2025-07-23 18:25:49.141957