=========================================================================
2025-07-31 16:25:34 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-07-31 16:25:36,890 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-31 16:25:37,239 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-25, end_day=2025-07-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-25 C 2332.86 ... -0.008084 c2509 c
1 2025-07-25 A 4295.0 ... -0.016764 a2509 a
2 2025-07-25 M 2964.0 ... 0.02058 m2509 m
3 2025-07-25 Y 8414.0 ... -0.030188 y2509 y
4 2025-07-25 P 9016.0 ... -0.003549 p2509 p
5 2025-07-25 JD 3440.0 ... 0.055233 jd2509 jd
6 2025-07-25 L 7450.0 ... -0.001477 l2509 l
7 2025-07-25 V 5024.0 ... 0.053145 v2509 v
8 2025-07-25 PP 7295.0 ... -0.012337 pp2509 pp
9 2025-07-25 JM 1321.25 ... -0.064144 jm2509 jm
10 2025-07-25 I 800.44 ... -0.00055 i2509 i
11 2025-07-25 EG 4463.33 ... 0.014713 eg2509 eg
12 2025-07-25 EB 7736.0 ... -0.029731 eb2509 eb
13 2025-07-25 PG 4762.5 ... -0.152336 pg2509 pg
14 2025-07-25 LH 14370.0 ... 0.004523 lh2509 lh
15 2025-07-25 BZ 5918.67 ... 0.068821 bz2603 bz
16 2025-07-25 CF 15557.5 ... -0.085329 CF509 CF
17 2025-07-25 SR 6046.67 ... -0.028225 SR509 SR
18 2025-07-25 TA 4874.84 ... 0.005571 TA509 TA
19 2025-07-25 OI 9590.0 ... -0.015537 OI509 OI
20 2025-07-25 MA 2481.67 ... 0.007386 MA509 MA
21 2025-07-25 FG 1256.0 ... 0.070064 FG509 FG
22 2025-07-25 RM 2630.0 ... 0.019772 RM509 RM
23 2025-07-25 SF 5511.43 ... 0.086107 SF509 SF
24 2025-07-25 SM 5850.0 ... 0.06188 SM509 SM
25 2025-07-25 CY 23450.0 ... -0.129211 CY509 CY
26 2025-07-25 UR 1825.0 ... -0.014795 UR509 UR
27 2025-07-25 SA 1315.0 ... 0.088213 SA509 SA
28 2025-07-25 PF 6637.08 ... -0.010408 PF509 PF
29 2025-07-25 PX 7250.0 ... -0.031448 PX509 PX
30 2025-07-25 SH 861.0 ... 2.075494 SH509 SH
31 2025-07-25 PR 6102.5 ... -0.002376 PR509 PR
32 2025-07-25 CU 79538.33 ... -0.002619 cu2509 cu
33 2025-07-25 AL 20796.67 ... -0.002244 al2509 al
34 2025-07-25 ZN 22756.0 ... 0.003911 zn2509 zn
35 2025-07-25 PB 16818.75 ... 0.005425 pb2509 pb
36 2025-07-25 NI 124916.67 ... -0.011581 ni2509 ni
37 2025-07-25 SN 271437.5 ... -0.00047 sn2509 sn
38 2025-07-25 AU 773.44 ... 0.005042 au2510 au
39 2025-07-25 AG 9387.33 ... -0.001633 ag2510 ag
40 2025-07-25 RB 3369.0 ... -0.015732 rb2510 rb
41 2025-07-25 WR 3497.5 ... 0.027019 wr2510 wr
42 2025-07-25 HC 3476.67 ... 0.000095 hc2510 hc
43 2025-07-25 FU 5275.0 ... -0.451185 fu2509 fu
44 2025-07-25 BU 3700.0 ... -0.025135 bu2509 bu
45 2025-07-25 RU 15633.33 ... -0.011407 ru2509 ru
46 2025-07-25 SP 5966.67 ... -0.085922 sp2509 sp
47 2025-07-25 SS 13030.0 ... -0.007291 ss2509 ss
48 2025-07-25 BR 12200.0 ... 0.009836 br2509 br
49 2025-07-25 SI 10180.0 ... -0.048134 SI2509 si
50 2025-07-25 LC 69833.33 ... 0.137852 LC2509 lc
51 2025-07-25 PS 46666.67 ... 0.124357 PS2509 ps
[52 rows x 15 columns]
2025-07-31 16:25:37,415 - future_1d - INFO - save future_spot 2025-07-25 completed
2025-07-31 16:25:45,625 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-28, end_day=2025-07-28) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-28 C 2332.86 ... -0.008513 c2509 c
1 2025-07-28 A 4295.0 ... -0.026077 a2509 a
2 2025-07-28 M 2954.0 ... 0.015911 m2509 m
3 2025-07-28 Y 8384.0 ... -0.032204 y2509 y
4 2025-07-28 P 8996.0 ... -0.008893 p2509 p
5 2025-07-28 JD 3400.0 ... 0.055 jd2509 jd
6 2025-07-28 L 7453.33 ... -0.011583 l2509 l
7 2025-07-28 V 4925.0 ... 0.062335 v2509 v
8 2025-07-28 PP 7295.0 ... -0.020288 pp2509 pp
9 2025-07-28 JM 1321.25 ... -0.091769 jm2509 jm
10 2025-07-28 I 789.67 ... 0.004217 i2509 i
11 2025-07-28 EG 4441.67 ... 0.006153 eg2509 eg
12 2025-07-28 EB 7720.0 ... -0.03614 eb2509 eb
13 2025-07-28 PG 4750.0 ... -0.158526 pg2509 pg
14 2025-07-28 LH 14280.0 ... -0.004202 lh2509 lh
15 2025-07-28 BZ 5988.67 ... 0.051319 bz2603 bz
16 2025-07-28 CF 15557.5 ... -0.0879 CF509 CF
17 2025-07-28 SR 6043.33 ... -0.030832 SR509 SR
18 2025-07-28 TA 4862.5 ... -0.002159 TA509 TA
19 2025-07-28 OI 9521.67 ... -0.011518 OI509 OI
20 2025-07-28 MA 2392.5 ... 0.02069 MA509 MA
21 2025-07-28 FG 1256.0 ... 0.019108 FG509 FG
22 2025-07-28 RM 2621.67 ... 0.016146 RM509 RM
23 2025-07-28 SF 5561.43 ... 0.061238 SF509 SF
24 2025-07-28 SM 5802.0 ... 0.04171 SM509 SM
25 2025-07-28 CY 23450.0 ... -0.130704 CY509 CY
26 2025-07-28 UR 1822.5 ... -0.042524 UR509 UR
27 2025-07-28 SA 1315.0 ... 0.039544 SA509 SA
28 2025-07-28 PF 6605.67 ... -0.012666 PF509 PF
29 2025-07-28 PX 7250.0 ... -0.038345 PX509 PX
30 2025-07-28 SH 861.0 ... 2.001161 SH509 SH
31 2025-07-28 PR 6062.5 ... -0.004041 PR509 PR
32 2025-07-28 CU 79148.33 ... -0.002127 cu2509 cu
33 2025-07-28 AL 20676.67 ... -0.00129 al2509 al
34 2025-07-28 ZN 22628.0 ... 0.004729 zn2509 zn
35 2025-07-28 PB 16843.75 ... 0.005714 pb2509 pb
36 2025-07-28 NI 123566.67 ... -0.005881 ni2509 ni
37 2025-07-28 SN 268850.0 ... -0.000595 sn2509 sn
38 2025-07-28 AU 770.18 ... 0.003999 au2510 au
39 2025-07-28 AG 9159.33 ... 0.00717 ag2510 ag
40 2025-07-28 RB 3352.0 ... -0.020883 rb2510 rb
41 2025-07-28 WR 3497.5 ... -0.007005 wr2510 wr
42 2025-07-28 HC 3493.33 ... -0.016984 hc2510 hc
43 2025-07-28 FU 5275.0 ... -0.45782 fu2509 fu
44 2025-07-28 BU 3700.0 ... -0.029459 bu2509 bu
45 2025-07-28 RU 15125.0 ... 0.007603 ru2509 ru
46 2025-07-28 SP 5966.67 ... -0.091285 sp2509 sp
47 2025-07-28 SS 13017.5 ... -0.006338 ss2509 ss
48 2025-07-28 BR 12190.0 ... -0.005332 br2509 br
49 2025-07-28 SI 10130.0 ... -0.098223 SI2509 si
50 2025-07-28 LC 70833.33 ... 0.062777 LC2509 lc
51 2025-07-28 PS 46666.67 ... 0.04925 PS2509 ps
[52 rows x 15 columns]
2025-07-31 16:25:45,784 - future_1d - INFO - save future_spot 2025-07-28 completed
2025-07-31 16:25:50,468 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-29, end_day=2025-07-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-29 C 2332.86 ... -0.011514 c2509 c
1 2025-07-29 A 4295.0 ... -0.03702 a2509 a
2 2025-07-29 M 2938.0 ... 0.012253 m2509 m
3 2025-07-29 Y 8484.0 ... -0.036539 y2509 y
4 2025-07-29 P 9032.0 ... -0.011736 p2509 p
5 2025-07-29 JD 3400.0 ... 0.05 jd2509 jd
6 2025-07-29 L 7461.67 ... -0.012419 l2509 l
7 2025-07-29 V 4909.0 ... 0.051334 v2509 v
8 2025-07-29 PP 7278.33 ... -0.018044 pp2509 pp
9 2025-07-29 JM 1351.25 ... -0.138575 jm2601 jm
10 2025-07-29 I 789.11 ... 0.004296 i2509 i
11 2025-07-29 EG 4441.67 ... 0.001875 eg2509 eg
12 2025-07-29 EB 7720.0 ... -0.046762 eb2509 eb
13 2025-07-29 PG 4737.5 ... -0.151451 pg2509 pg
14 2025-07-29 LH 14250.0 ... -0.007368 lh2509 lh
15 2025-07-29 BZ 5988.67 ... 0.049148 bz2603 bz
16 2025-07-29 CF 15557.5 ... -0.098827 CF509 CF
17 2025-07-29 SR 6043.33 ... -0.030667 SR509 SR
18 2025-07-29 TA 4863.34 ... -0.005622 TA509 TA
19 2025-07-29 OI 9600.0 ... -0.014167 OI509 OI
20 2025-07-29 MA 2405.0 ... 0.00499 MA509 MA
21 2025-07-29 FG 1284.0 ... -0.079439 FG509 FG
22 2025-07-29 RM 2586.67 ... 0.020617 RM509 RM
23 2025-07-29 SF 5561.43 ... 0.072026 SF509 SF
24 2025-07-29 SM 5920.0 ... 0.0375 SM509 SM
25 2025-07-29 CY 23600.0 ... -0.14661 CY509 CY
26 2025-07-29 UR 1817.5 ... -0.043191 UR509 UR
27 2025-07-29 SA 1315.0 ... -0.007605 SA509 SA
28 2025-07-29 PF 6595.5 ... -0.014176 PF509 PF
29 2025-07-29 PX 7250.0 ... -0.043034 PX509 PX
30 2025-07-29 SH 861.0 ... 2.031359 SH509 SH
31 2025-07-29 PR 6052.5 ... -0.006361 PR509 PR
32 2025-07-29 CU 79043.33 ... -0.000801 cu2509 cu
33 2025-07-29 AL 20676.67 ... -0.002499 al2509 al
34 2025-07-29 ZN 22562.0 ... 0.004344 zn2509 zn
35 2025-07-29 PB 16850.0 ... 0.005638 pb2509 pb
36 2025-07-29 NI 122683.33 ... -0.006385 ni2509 ni
37 2025-07-29 SN 266250.0 ... 0.004169 sn2509 sn
38 2025-07-29 AU 770.18 ... 0.000493 au2510 au
39 2025-07-29 AG 9159.33 ... 0.003567 ag2510 ag
40 2025-07-29 RB 3371.0 ... -0.020765 rb2510 rb
41 2025-07-29 WR 3555.0 ... -0.01097 wr2510 wr
42 2025-07-29 HC 3470.0 ... -0.004323 hc2510 hc
43 2025-07-29 FU 5300.0 ... -0.450377 fu2509 fu
44 2025-07-29 BU 3700.0 ... -0.029189 bu2510 bu
45 2025-07-29 RU 15066.67 ... -0.006084 ru2509 ru
46 2025-07-29 SP 5950.0 ... -0.095126 sp2509 sp
47 2025-07-29 SS 13017.5 ... -0.010563 ss2509 ss
48 2025-07-29 BR 12210.0 ... -0.029075 br2509 br
49 2025-07-29 SI 9970.0 ... -0.088766 SI2509 si
50 2025-07-29 LC 72833.33 ... -0.034783 LC2509 lc
51 2025-07-29 PS 46666.67 ... 0.076786 PS2509 ps
[52 rows x 15 columns]
2025-07-31 16:25:50,625 - future_1d - INFO - save future_spot 2025-07-29 completed
2025-07-31 16:25:56,480 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-30, end_day=2025-07-30) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-30 C 2332.86 ... -0.009799 c2509 c
1 2025-07-30 A 4295.0 ... -0.033295 a2509 a
2 2025-07-30 M 2964.0 ... 0.012483 m2509 m
3 2025-07-30 Y 8484.0 ... -0.028289 y2509 y
4 2025-07-30 P 9044.0 ... -0.007961 p2509 p
5 2025-07-30 JD 3400.0 ... 0.051176 jd2509 jd
6 2025-07-30 L 7466.67 ... -0.008661 l2509 l
7 2025-07-30 V 4997.0 ... 0.043626 v2509 v
8 2025-07-30 PP 7278.33 ... -0.015571 pp2509 pp
9 2025-07-30 JM 1391.25 ... -0.113387 jm2601 jm
10 2025-07-30 I 799.11 ... -0.001389 i2509 i
11 2025-07-30 EG 4445.0 ... 0.004499 eg2509 eg
12 2025-07-30 EB 7720.0 ... -0.040933 eb2509 eb
13 2025-07-30 PG 4737.5 ... -0.146174 pg2509 pg
14 2025-07-30 LH 14220.0 ... -0.007032 lh2509 lh
15 2025-07-30 BZ 6078.67 ... 0.037069 bz2603 bz
16 2025-07-30 CF 15557.5 ... -0.111361 CF509 CF
17 2025-07-30 SR 6040.0 ... -0.033278 SR509 SR
18 2025-07-30 TA 4889.16 ... -0.003919 TA509 TA
19 2025-07-30 OI 9600.0 ... -0.003021 OI509 OI
20 2025-07-30 MA 2416.67 ... 0.006343 MA509 MA
21 2025-07-30 FG 1284.0 ... -0.052181 FG509 FG
22 2025-07-30 RM 2590.0 ... 0.043629 RM509 RM
23 2025-07-30 SF 5590.0 ... 0.091234 SF509 SF
24 2025-07-30 SM 5920.0 ... 0.051014 SM509 SM
25 2025-07-30 CY 23600.0 ... -0.155932 CY509 CY
26 2025-07-30 UR 1817.5 ... -0.037689 UR509 UR
27 2025-07-30 SA 1315.0 ... 0.013688 SA509 SA
28 2025-07-30 PF 6613.0 ... -0.004385 PF510 PF
29 2025-07-30 PX 7250.0 ... -0.035862 PX509 PX
30 2025-07-30 SH 861.0 ... 2.045296 SH509 SH
31 2025-07-30 PR 6067.5 ... -0.005192 PR509 PR
32 2025-07-30 CU 79323.33 ... -0.003194 cu2509 cu
33 2025-07-30 AL 20690.0 ... -0.003383 al2509 al
34 2025-07-30 ZN 22676.0 ... 0.000617 zn2509 zn
35 2025-07-30 PB 16818.75 ... 0.003642 pb2509 pb
36 2025-07-30 NI 123400.0 ... -0.011183 ni2509 ni
37 2025-07-30 SN 268062.5 ... -0.001203 sn2509 sn
38 2025-07-30 AU 770.09 ... 0.003935 au2510 au
39 2025-07-30 AG 9166.33 ... 0.004982 ag2510 ag
40 2025-07-30 RB 3392.34 ... -0.013955 rb2510 rb
41 2025-07-30 WR 3590.0 ... -0.00585 wr2510 wr
42 2025-07-30 HC 3570.0 ... -0.015406 hc2510 hc
43 2025-07-30 FU 5312.5 ... -0.445835 fu2509 fu
44 2025-07-30 BU 3726.67 ... -0.025403 bu2510 bu
45 2025-07-30 RU 15008.33 ... -0.000888 ru2509 ru
46 2025-07-30 SP 5950.0 ... -0.098151 sp2509 sp
47 2025-07-30 SS 13080.0 ... -0.010703 ss2509 ss
48 2025-07-30 BR 12210.0 ... -0.030713 br2509 br
49 2025-07-30 SI 10110.0 ... -0.075668 SI2509 si
50 2025-07-30 LC 72833.33 ... -0.016659 LC2509 lc
51 2025-07-30 PS 46666.67 ... 0.141928 PS2509 ps
[52 rows x 15 columns]
2025-07-31 16:25:56,634 - future_1d - INFO - save future_spot 2025-07-30 completed
2025-07-31 16:26:02,723 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-31, end_day=2025-07-31) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-31 C 2332.86 ... -0.012371 c2509 c
1 2025-07-31 A 4295.0 ... -0.036787 a2509 a
2 2025-07-31 M 2984.0 ... 0.007373 m2509 m
3 2025-07-31 Y 8454.0 ... -0.029335 y2509 y
4 2025-07-31 P 9044.0 ... -0.014595 p2509 p
5 2025-07-31 JD 3335.0 ... 0.058171 jd2509 jd
6 2025-07-31 L 7466.67 ... -0.013081 l2509 l
7 2025-07-31 V 4869.0 ... 0.047443 v2509 v
8 2025-07-31 PP 7278.33 ... -0.019281 pp2509 pp
9 2025-07-31 JM 1391.25 ... -0.152561 jm2601 jm
10 2025-07-31 I 786.22 ... -0.002188 i2509 i
11 2025-07-31 EG 4436.67 ... -0.001053 eg2509 eg
12 2025-07-31 EB 7694.0 ... -0.041721 eb2509 eb
13 2025-07-31 PG 4762.5 ... -0.148346 pg2509 pg
14 2025-07-31 LH 14180.0 ... -0.013047 lh2511 lh
15 2025-07-31 BZ 6082.0 ... 0.037981 bz2603 bz
16 2025-07-31 CF 15557.5 ... -0.119396 CF509 CF
17 2025-07-31 SR 6036.67 ... -0.03904 SR509 SR
18 2025-07-31 TA 4859.59 ... -0.00362 TA509 TA
19 2025-07-31 OI 9621.67 ... -0.007761 OI509 OI
20 2025-07-31 MA 2393.33 ... 0.007801 MA509 MA
21 2025-07-31 FG 1284.0 ... -0.107477 FG509 FG
22 2025-07-31 RM 2656.67 ... 0.024215 RM509 RM
23 2025-07-31 SF 5528.57 ... 0.046564 SF509 SF
24 2025-07-31 SM 5876.0 ... 0.019061 SM509 SM
25 2025-07-31 CY 23600.0 ... -0.159958 CY509 CY
26 2025-07-31 UR 1812.5 ... -0.049931 UR509 UR
27 2025-07-31 SA 1315.0 ... -0.034981 SA509 SA
28 2025-07-31 PF 6600.0 ... -0.005152 PF510 PF
29 2025-07-31 PX 7250.0 ... -0.037241 PX509 PX
30 2025-07-31 SH 861.0 ... 1.987224 SH509 SH
31 2025-07-31 PR 6060.0 ... -0.007261 PR510 PR
32 2025-07-31 CU 78590.0 ... -0.001909 cu2509 cu
33 2025-07-31 AL 20690.0 ... -0.0058 al2509 al
34 2025-07-31 ZN 22296.0 ... 0.006459 zn2509 zn
35 2025-07-31 PB 16743.75 ... 0.003957 pb2509 pb
36 2025-07-31 NI 121466.67 ... -0.008123 ni2509 ni
37 2025-07-31 SN 265575.0 ... 0.002203 sn2509 sn
38 2025-07-31 AU 770.09 ... -0.000169 au2510 au
39 2025-07-31 AG 9166.33 ... -0.011709 ag2510 ag
40 2025-07-31 RB 3345.0 ... -0.030493 rb2510 rb
41 2025-07-31 WR 3537.5 ... -0.024452 wr2510 wr
42 2025-07-31 HC 3510.0 ... -0.025356 hc2510 hc
43 2025-07-31 FU 5312.5 ... -0.444141 fu2509 fu
44 2025-07-31 BU 3726.67 ... -0.020573 bu2510 bu
45 2025-07-31 RU 14700.0 ... 0.001361 ru2509 ru
46 2025-07-31 SP 5900.0 ... -0.107119 sp2509 sp
47 2025-07-31 SS 13080.0 ... -0.018731 ss2509 ss
48 2025-07-31 BR 12210.0 ... -0.051597 br2509 br
49 2025-07-31 SI 10000.0 ... -0.114 SI2509 si
50 2025-07-31 LC 72333.33 ... -0.06212 LC2509 lc
51 2025-07-31 PS 46666.67 ... 0.087178 PS2509 ps
[52 rows x 15 columns]
2025-07-31 16:26:02,904 - future_1d - INFO - save future_spot 2025-07-31 add
2025-07-31 16:26:02,912 - future_1d - INFO - 0 ... 4
date 2025-07-31 ... 2025-07-31
variety C ... P
spot_price 2332.86 ... 9044.0
near_contract c2509 ... p2508
near_contract_price 2304.0 ... 8808.0
dominant_contract c2509 ... p2509
dominant_contract_price 2304.0 ... 8912.0
near_month 2509 ... 2508
dominant_month 2509 ... 2509
near_basis -28.86 ... -236.0
dom_basis -28.86 ... -132.0
near_basis_rate -0.0124 ... -0.0261
dom_basis_rate -0.0124 ... -0.0146
symbol c2509 ... p2509
comd c ... p
created_at 2025-07-31 16:26:02.860396 ... 2025-07-31 16:26:02.860396
updated_at 2025-07-31 16:26:02.860818 ... 2025-07-31 16:26:02.860818
[17 rows x 5 columns]
=========================================================================
2025-07-31 18:25:30 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-07-31 18:25:32,258 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-31 18:25:32,609 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-25, end_day=2025-07-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-25 C 2332.86 ... -0.008084 c2509 c
1 2025-07-25 A 4295.0 ... -0.016764 a2509 a
2 2025-07-25 M 2964.0 ... 0.02058 m2509 m
3 2025-07-25 Y 8414.0 ... -0.030188 y2509 y
4 2025-07-25 P 9016.0 ... -0.003549 p2509 p
5 2025-07-25 JD 3440.0 ... 0.055233 jd2509 jd
6 2025-07-25 L 7450.0 ... -0.001477 l2509 l
7 2025-07-25 V 5024.0 ... 0.053145 v2509 v
8 2025-07-25 PP 7295.0 ... -0.012337 pp2509 pp
9 2025-07-25 JM 1321.25 ... -0.064144 jm2509 jm
10 2025-07-25 I 800.44 ... -0.00055 i2509 i
11 2025-07-25 EG 4463.33 ... 0.014713 eg2509 eg
12 2025-07-25 EB 7736.0 ... -0.029731 eb2509 eb
13 2025-07-25 PG 4762.5 ... -0.152336 pg2509 pg
14 2025-07-25 LH 14370.0 ... 0.004523 lh2509 lh
15 2025-07-25 BZ 5918.67 ... 0.068821 bz2603 bz
16 2025-07-25 CF 15557.5 ... -0.085329 CF509 CF
17 2025-07-25 SR 6046.67 ... -0.028225 SR509 SR
18 2025-07-25 TA 4874.84 ... 0.005571 TA509 TA
19 2025-07-25 OI 9590.0 ... -0.015537 OI509 OI
20 2025-07-25 MA 2481.67 ... 0.007386 MA509 MA
21 2025-07-25 FG 1256.0 ... 0.070064 FG509 FG
22 2025-07-25 RM 2630.0 ... 0.019772 RM509 RM
23 2025-07-25 SF 5511.43 ... 0.086107 SF509 SF
24 2025-07-25 SM 5850.0 ... 0.06188 SM509 SM
25 2025-07-25 CY 23450.0 ... -0.129211 CY509 CY
26 2025-07-25 UR 1825.0 ... -0.014795 UR509 UR
27 2025-07-25 SA 1315.0 ... 0.088213 SA509 SA
28 2025-07-25 PF 6637.08 ... -0.010408 PF509 PF
29 2025-07-25 PX 7250.0 ... -0.031448 PX509 PX
30 2025-07-25 SH 861.0 ... 2.075494 SH509 SH
31 2025-07-25 PR 6102.5 ... -0.002376 PR509 PR
32 2025-07-25 CU 79538.33 ... -0.002619 cu2509 cu
33 2025-07-25 AL 20796.67 ... -0.002244 al2509 al
34 2025-07-25 ZN 22756.0 ... 0.003911 zn2509 zn
35 2025-07-25 PB 16818.75 ... 0.005425 pb2509 pb
36 2025-07-25 NI 124916.67 ... -0.011581 ni2509 ni
37 2025-07-25 SN 271437.5 ... -0.00047 sn2509 sn
38 2025-07-25 AU 773.44 ... 0.005042 au2510 au
39 2025-07-25 AG 9387.33 ... -0.001633 ag2510 ag
40 2025-07-25 RB 3369.0 ... -0.015732 rb2510 rb
41 2025-07-25 WR 3497.5 ... 0.027019 wr2510 wr
42 2025-07-25 HC 3476.67 ... 0.000095 hc2510 hc
43 2025-07-25 FU 5275.0 ... -0.451185 fu2509 fu
44 2025-07-25 BU 3700.0 ... -0.025135 bu2509 bu
45 2025-07-25 RU 15633.33 ... -0.011407 ru2509 ru
46 2025-07-25 SP 5966.67 ... -0.085922 sp2509 sp
47 2025-07-25 SS 13030.0 ... -0.007291 ss2509 ss
48 2025-07-25 BR 12200.0 ... 0.009836 br2509 br
49 2025-07-25 SI 10180.0 ... -0.048134 SI2509 si
50 2025-07-25 LC 69833.33 ... 0.137852 LC2509 lc
51 2025-07-25 PS 46666.67 ... 0.124357 PS2509 ps
[52 rows x 15 columns]
2025-07-31 18:25:32,784 - future_1d - INFO - save future_spot 2025-07-25 completed
2025-07-31 18:25:38,961 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-28, end_day=2025-07-28) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-28 C 2332.86 ... -0.008513 c2509 c
1 2025-07-28 A 4295.0 ... -0.026077 a2509 a
2 2025-07-28 M 2954.0 ... 0.015911 m2509 m
3 2025-07-28 Y 8384.0 ... -0.032204 y2509 y
4 2025-07-28 P 8996.0 ... -0.008893 p2509 p
5 2025-07-28 JD 3400.0 ... 0.055 jd2509 jd
6 2025-07-28 L 7453.33 ... -0.011583 l2509 l
7 2025-07-28 V 4925.0 ... 0.062335 v2509 v
8 2025-07-28 PP 7295.0 ... -0.020288 pp2509 pp
9 2025-07-28 JM 1321.25 ... -0.091769 jm2509 jm
10 2025-07-28 I 789.67 ... 0.004217 i2509 i
11 2025-07-28 EG 4441.67 ... 0.006153 eg2509 eg
12 2025-07-28 EB 7720.0 ... -0.03614 eb2509 eb
13 2025-07-28 PG 4750.0 ... -0.158526 pg2509 pg
14 2025-07-28 LH 14280.0 ... -0.004202 lh2509 lh
15 2025-07-28 BZ 5988.67 ... 0.051319 bz2603 bz
16 2025-07-28 CF 15557.5 ... -0.0879 CF509 CF
17 2025-07-28 SR 6043.33 ... -0.030832 SR509 SR
18 2025-07-28 TA 4862.5 ... -0.002159 TA509 TA
19 2025-07-28 OI 9521.67 ... -0.011518 OI509 OI
20 2025-07-28 MA 2392.5 ... 0.02069 MA509 MA
21 2025-07-28 FG 1256.0 ... 0.019108 FG509 FG
22 2025-07-28 RM 2621.67 ... 0.016146 RM509 RM
23 2025-07-28 SF 5561.43 ... 0.061238 SF509 SF
24 2025-07-28 SM 5802.0 ... 0.04171 SM509 SM
25 2025-07-28 CY 23450.0 ... -0.130704 CY509 CY
26 2025-07-28 UR 1822.5 ... -0.042524 UR509 UR
27 2025-07-28 SA 1315.0 ... 0.039544 SA509 SA
28 2025-07-28 PF 6605.67 ... -0.012666 PF509 PF
29 2025-07-28 PX 7250.0 ... -0.038345 PX509 PX
30 2025-07-28 SH 861.0 ... 2.001161 SH509 SH
31 2025-07-28 PR 6062.5 ... -0.004041 PR509 PR
32 2025-07-28 CU 79148.33 ... -0.002127 cu2509 cu
33 2025-07-28 AL 20676.67 ... -0.00129 al2509 al
34 2025-07-28 ZN 22628.0 ... 0.004729 zn2509 zn
35 2025-07-28 PB 16843.75 ... 0.005714 pb2509 pb
36 2025-07-28 NI 123566.67 ... -0.005881 ni2509 ni
37 2025-07-28 SN 268850.0 ... -0.000595 sn2509 sn
38 2025-07-28 AU 770.18 ... 0.003999 au2510 au
39 2025-07-28 AG 9159.33 ... 0.00717 ag2510 ag
40 2025-07-28 RB 3352.0 ... -0.020883 rb2510 rb
41 2025-07-28 WR 3497.5 ... -0.007005 wr2510 wr
42 2025-07-28 HC 3493.33 ... -0.016984 hc2510 hc
43 2025-07-28 FU 5275.0 ... -0.45782 fu2509 fu
44 2025-07-28 BU 3700.0 ... -0.029459 bu2509 bu
45 2025-07-28 RU 15125.0 ... 0.007603 ru2509 ru
46 2025-07-28 SP 5966.67 ... -0.091285 sp2509 sp
47 2025-07-28 SS 13017.5 ... -0.006338 ss2509 ss
48 2025-07-28 BR 12190.0 ... -0.005332 br2509 br
49 2025-07-28 SI 10130.0 ... -0.098223 SI2509 si
50 2025-07-28 LC 70833.33 ... 0.062777 LC2509 lc
51 2025-07-28 PS 46666.67 ... 0.04925 PS2509 ps
[52 rows x 15 columns]
2025-07-31 18:25:39,118 - future_1d - INFO - save future_spot 2025-07-28 completed
2025-07-31 18:25:48,957 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-29, end_day=2025-07-29) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-29 C 2332.86 ... -0.011514 c2509 c
1 2025-07-29 A 4295.0 ... -0.03702 a2509 a
2 2025-07-29 M 2938.0 ... 0.012253 m2509 m
3 2025-07-29 Y 8484.0 ... -0.036539 y2509 y
4 2025-07-29 P 9032.0 ... -0.011736 p2509 p
5 2025-07-29 JD 3400.0 ... 0.05 jd2509 jd
6 2025-07-29 L 7461.67 ... -0.012419 l2509 l
7 2025-07-29 V 4909.0 ... 0.051334 v2509 v
8 2025-07-29 PP 7278.33 ... -0.018044 pp2509 pp
9 2025-07-29 JM 1351.25 ... -0.138575 jm2601 jm
10 2025-07-29 I 789.11 ... 0.004296 i2509 i
11 2025-07-29 EG 4441.67 ... 0.001875 eg2509 eg
12 2025-07-29 EB 7720.0 ... -0.046762 eb2509 eb
13 2025-07-29 PG 4737.5 ... -0.151451 pg2509 pg
14 2025-07-29 LH 14250.0 ... -0.007368 lh2509 lh
15 2025-07-29 BZ 5988.67 ... 0.049148 bz2603 bz
16 2025-07-29 CF 15557.5 ... -0.098827 CF509 CF
17 2025-07-29 SR 6043.33 ... -0.030667 SR509 SR
18 2025-07-29 TA 4863.34 ... -0.005622 TA509 TA
19 2025-07-29 OI 9600.0 ... -0.014167 OI509 OI
20 2025-07-29 MA 2405.0 ... 0.00499 MA509 MA
21 2025-07-29 FG 1284.0 ... -0.079439 FG509 FG
22 2025-07-29 RM 2586.67 ... 0.020617 RM509 RM
23 2025-07-29 SF 5561.43 ... 0.072026 SF509 SF
24 2025-07-29 SM 5920.0 ... 0.0375 SM509 SM
25 2025-07-29 CY 23600.0 ... -0.14661 CY509 CY
26 2025-07-29 UR 1817.5 ... -0.043191 UR509 UR
27 2025-07-29 SA 1315.0 ... -0.007605 SA509 SA
28 2025-07-29 PF 6595.5 ... -0.014176 PF509 PF
29 2025-07-29 PX 7250.0 ... -0.043034 PX509 PX
30 2025-07-29 SH 861.0 ... 2.031359 SH509 SH
31 2025-07-29 PR 6052.5 ... -0.006361 PR509 PR
32 2025-07-29 CU 79043.33 ... -0.000801 cu2509 cu
33 2025-07-29 AL 20676.67 ... -0.002499 al2509 al
34 2025-07-29 ZN 22562.0 ... 0.004344 zn2509 zn
35 2025-07-29 PB 16850.0 ... 0.005638 pb2509 pb
36 2025-07-29 NI 122683.33 ... -0.006385 ni2509 ni
37 2025-07-29 SN 266250.0 ... 0.004169 sn2509 sn
38 2025-07-29 AU 770.18 ... 0.000493 au2510 au
39 2025-07-29 AG 9159.33 ... 0.003567 ag2510 ag
40 2025-07-29 RB 3371.0 ... -0.020765 rb2510 rb
41 2025-07-29 WR 3555.0 ... -0.01097 wr2510 wr
42 2025-07-29 HC 3470.0 ... -0.004323 hc2510 hc
43 2025-07-29 FU 5300.0 ... -0.450377 fu2509 fu
44 2025-07-29 BU 3700.0 ... -0.029189 bu2510 bu
45 2025-07-29 RU 15066.67 ... -0.006084 ru2509 ru
46 2025-07-29 SP 5950.0 ... -0.095126 sp2509 sp
47 2025-07-29 SS 13017.5 ... -0.010563 ss2509 ss
48 2025-07-29 BR 12210.0 ... -0.029075 br2509 br
49 2025-07-29 SI 9970.0 ... -0.088766 SI2509 si
50 2025-07-29 LC 72833.33 ... -0.034783 LC2509 lc
51 2025-07-29 PS 46666.67 ... 0.076786 PS2509 ps
[52 rows x 15 columns]
2025-07-31 18:25:49,115 - future_1d - INFO - save future_spot 2025-07-29 completed
2025-07-31 18:25:55,217 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-30, end_day=2025-07-30) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-30 C 2332.86 ... -0.009799 c2509 c
1 2025-07-30 A 4295.0 ... -0.033295 a2509 a
2 2025-07-30 M 2964.0 ... 0.012483 m2509 m
3 2025-07-30 Y 8484.0 ... -0.028289 y2509 y
4 2025-07-30 P 9044.0 ... -0.007961 p2509 p
5 2025-07-30 JD 3400.0 ... 0.051176 jd2509 jd
6 2025-07-30 L 7466.67 ... -0.008661 l2509 l
7 2025-07-30 V 4997.0 ... 0.043626 v2509 v
8 2025-07-30 PP 7278.33 ... -0.015571 pp2509 pp
9 2025-07-30 JM 1391.25 ... -0.113387 jm2601 jm
10 2025-07-30 I 799.11 ... -0.001389 i2509 i
11 2025-07-30 EG 4445.0 ... 0.004499 eg2509 eg
12 2025-07-30 EB 7720.0 ... -0.040933 eb2509 eb
13 2025-07-30 PG 4737.5 ... -0.146174 pg2509 pg
14 2025-07-30 LH 14220.0 ... -0.007032 lh2509 lh
15 2025-07-30 BZ 6078.67 ... 0.037069 bz2603 bz
16 2025-07-30 CF 15557.5 ... -0.111361 CF509 CF
17 2025-07-30 SR 6040.0 ... -0.033278 SR509 SR
18 2025-07-30 TA 4889.16 ... -0.003919 TA509 TA
19 2025-07-30 OI 9600.0 ... -0.003021 OI509 OI
20 2025-07-30 MA 2416.67 ... 0.006343 MA509 MA
21 2025-07-30 FG 1284.0 ... -0.052181 FG509 FG
22 2025-07-30 RM 2590.0 ... 0.043629 RM509 RM
23 2025-07-30 SF 5590.0 ... 0.091234 SF509 SF
24 2025-07-30 SM 5920.0 ... 0.051014 SM509 SM
25 2025-07-30 CY 23600.0 ... -0.155932 CY509 CY
26 2025-07-30 UR 1817.5 ... -0.037689 UR509 UR
27 2025-07-30 SA 1315.0 ... 0.013688 SA509 SA
28 2025-07-30 PF 6613.0 ... -0.004385 PF510 PF
29 2025-07-30 PX 7250.0 ... -0.035862 PX509 PX
30 2025-07-30 SH 861.0 ... 2.045296 SH509 SH
31 2025-07-30 PR 6067.5 ... -0.005192 PR509 PR
32 2025-07-30 CU 79323.33 ... -0.003194 cu2509 cu
33 2025-07-30 AL 20690.0 ... -0.003383 al2509 al
34 2025-07-30 ZN 22676.0 ... 0.000617 zn2509 zn
35 2025-07-30 PB 16818.75 ... 0.003642 pb2509 pb
36 2025-07-30 NI 123400.0 ... -0.011183 ni2509 ni
37 2025-07-30 SN 268062.5 ... -0.001203 sn2509 sn
38 2025-07-30 AU 770.09 ... 0.003935 au2510 au
39 2025-07-30 AG 9166.33 ... 0.004982 ag2510 ag
40 2025-07-30 RB 3392.34 ... -0.013955 rb2510 rb
41 2025-07-30 WR 3590.0 ... -0.00585 wr2510 wr
42 2025-07-30 HC 3570.0 ... -0.015406 hc2510 hc
43 2025-07-30 FU 5312.5 ... -0.445835 fu2509 fu
44 2025-07-30 BU 3726.67 ... -0.025403 bu2510 bu
45 2025-07-30 RU 15008.33 ... -0.000888 ru2509 ru
46 2025-07-30 SP 5950.0 ... -0.098151 sp2509 sp
47 2025-07-30 SS 13080.0 ... -0.010703 ss2509 ss
48 2025-07-30 BR 12210.0 ... -0.030713 br2509 br
49 2025-07-30 SI 10110.0 ... -0.075668 SI2509 si
50 2025-07-30 LC 72833.33 ... -0.016659 LC2509 lc
51 2025-07-30 PS 46666.67 ... 0.141928 PS2509 ps
[52 rows x 15 columns]
2025-07-31 18:25:55,375 - future_1d - INFO - save future_spot 2025-07-30 completed
2025-07-31 18:25:59,703 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-31, end_day=2025-07-31) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-07-31 C 2332.86 ... -0.012371 c2509 c
1 2025-07-31 A 4295.0 ... -0.036787 a2509 a
2 2025-07-31 M 2984.0 ... 0.007373 m2509 m
3 2025-07-31 Y 8454.0 ... -0.029335 y2509 y
4 2025-07-31 P 9012.0 ... -0.011096 p2509 p
5 2025-07-31 JD 3335.0 ... 0.058171 jd2509 jd
6 2025-07-31 L 7466.67 ... -0.013081 l2509 l
7 2025-07-31 V 4869.0 ... 0.047443 v2509 v
8 2025-07-31 PP 7278.33 ... -0.019281 pp2509 pp
9 2025-07-31 JM 1391.25 ... -0.152561 jm2601 jm
10 2025-07-31 I 786.22 ... -0.002188 i2509 i
11 2025-07-31 EG 4436.67 ... -0.001053 eg2509 eg
12 2025-07-31 EB 7694.0 ... -0.041721 eb2509 eb
13 2025-07-31 PG 4762.5 ... -0.148346 pg2509 pg
14 2025-07-31 LH 14180.0 ... -0.013047 lh2511 lh
15 2025-07-31 BZ 6082.0 ... 0.037981 bz2603 bz
16 2025-07-31 CF 15557.5 ... -0.119396 CF509 CF
17 2025-07-31 SR 6036.67 ... -0.03904 SR509 SR
18 2025-07-31 TA 4859.59 ... -0.00362 TA509 TA
19 2025-07-31 OI 9621.67 ... -0.007761 OI509 OI
20 2025-07-31 MA 2393.33 ... 0.007801 MA509 MA
21 2025-07-31 FG 1284.0 ... -0.107477 FG509 FG
22 2025-07-31 RM 2656.67 ... 0.024215 RM509 RM
23 2025-07-31 SF 5528.57 ... 0.046564 SF509 SF
24 2025-07-31 SM 5876.0 ... 0.019061 SM509 SM
25 2025-07-31 CY 23600.0 ... -0.159958 CY509 CY
26 2025-07-31 UR 1812.5 ... -0.049931 UR509 UR
27 2025-07-31 SA 1315.0 ... -0.034981 SA509 SA
28 2025-07-31 PF 6600.0 ... -0.005152 PF510 PF
29 2025-07-31 PX 7250.0 ... -0.037241 PX509 PX
30 2025-07-31 SH 861.0 ... 1.987224 SH509 SH
31 2025-07-31 PR 6060.0 ... -0.007261 PR510 PR
32 2025-07-31 CU 78590.0 ... -0.001909 cu2509 cu
33 2025-07-31 AL 20596.67 ... -0.001295 al2509 al
34 2025-07-31 ZN 22296.0 ... 0.006459 zn2509 zn
35 2025-07-31 PB 16743.75 ... 0.003957 pb2509 pb
36 2025-07-31 NI 121466.67 ... -0.008123 ni2509 ni
37 2025-07-31 SN 265575.0 ... 0.002203 sn2509 sn
38 2025-07-31 AU 766.06 ... 0.005091 au2510 au
39 2025-07-31 AG 8962.0 ... 0.010823 ag2510 ag
40 2025-07-31 RB 3345.0 ... -0.030493 rb2510 rb
41 2025-07-31 WR 3537.5 ... -0.024452 wr2510 wr
42 2025-07-31 HC 3510.0 ... -0.025356 hc2510 hc
43 2025-07-31 FU 5312.5 ... -0.444141 fu2509 fu
44 2025-07-31 BU 3726.67 ... -0.020573 bu2510 bu
45 2025-07-31 RU 14700.0 ... 0.001361 ru2509 ru
46 2025-07-31 SP 5900.0 ... -0.107119 sp2509 sp
47 2025-07-31 SS 13080.0 ... -0.018731 ss2509 ss
48 2025-07-31 BR 12110.0 ... -0.043765 br2509 br
49 2025-07-31 SI 10000.0 ... -0.114 SI2509 si
50 2025-07-31 LC 72333.33 ... -0.06212 LC2509 lc
51 2025-07-31 PS 47333.33 ... 0.071866 PS2509 ps
[52 rows x 15 columns]
2025-07-31 18:25:59,881 - future_1d - INFO - save future_spot 2025-07-31 add
2025-07-31 18:25:59,889 - future_1d - INFO - 4 ... 48
date 2025-07-31 ... 2025-07-31
variety P ... BR
spot_price 9012.0 ... 12110.0
near_contract p2508 ... br2508
near_contract_price 8808.0 ... 11580.0
dominant_contract p2509 ... br2509
dominant_contract_price 8912.0 ... 11580.0
near_month 2508 ... 2508
dominant_month 2509 ... 2509
near_basis -204.0 ... -530.0
dom_basis -100.0 ... -530.0
near_basis_rate -0.0226 ... -0.0438
dom_basis_rate -0.0111 ... -0.0438
symbol p2509 ... br2509
comd p ... br
created_at 2025-07-31 18:25:59.845921 ... 2025-07-31 18:25:59.845921
updated_at 2025-07-31 18:25:59.846306 ... 2025-07-31 18:25:59.846306
[17 rows x 5 columns]