=========================================================================
2025-08-06 16:25:23 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-08-06 16:25:25,722 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-06 16:25:26,055 - 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]
2025-08-06 16:25:26,257 - future_1d - INFO - save future_spot 2025-07-31 completed
2025-08-06 16:25:32,074 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-01, end_day=2025-08-01) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-01 C 2332.86 ... -0.0158 c2509 c
1 2025-08-01 A 4300.0 ... -0.044186 a2511 a
2 2025-08-01 M 2998.0 ... 0.012342 m2601 m
3 2025-08-01 Y 8484.0 ... -0.030174 y2509 y
4 2025-08-01 P 8992.0 ... -0.010899 p2509 p
5 2025-08-01 JD 3325.0 ... 0.052932 jd2509 jd
6 2025-08-01 L 7453.33 ... -0.015742 l2509 l
7 2025-08-01 V 4812.0 ... 0.047382 v2509 v
8 2025-08-01 PP 7290.0 ... -0.02428 pp2509 pp
9 2025-08-01 JM 1391.25 ... -0.198562 jm2601 jm
10 2025-08-01 I 786.22 ... -0.002188 i2509 i
11 2025-08-01 EG 4435.0 ... -0.006539 eg2509 eg
12 2025-08-01 EB 7646.0 ... -0.042767 eb2509 eb
13 2025-08-01 PG 4747.5 ... -0.16019 pg2509 pg
14 2025-08-01 LH 14200.0 ... -0.023944 lh2511 lh
15 2025-08-01 BZ 6075.33 ... 0.034347 bz2603 bz
16 2025-08-01 CF 15269.5 ... -0.096238 CF601 CF
17 2025-08-01 SR 6036.67 ... -0.0455 SR509 SR
18 2025-08-01 TA 4821.25 ... -0.012289 TA509 TA
19 2025-08-01 OI 9623.33 ... -0.013335 OI509 OI
20 2025-08-01 MA 2389.17 ... 0.005789 MA509 MA
21 2025-08-01 FG 1284.0 ... -0.140187 FG509 FG
22 2025-08-01 RM 2650.0 ... 0.010943 RM509 RM
23 2025-08-01 SF 5485.71 ... 0.040157 SF509 SF
24 2025-08-01 SM 5836.0 ... 0.023646 SM509 SM
25 2025-08-01 CY 23600.0 ... -0.162712 CY509 CY
26 2025-08-01 UR 1812.5 ... -0.054345 UR509 UR
27 2025-08-01 SA 1315.0 ... -0.046388 SA509 SA
28 2025-08-01 PF 6576.67 ... -0.015611 PF510 PF
29 2025-08-01 PX 7000.0 ... -0.022 PX509 PX
30 2025-08-01 SH 861.0 ... 1.95122 SH509 SH
31 2025-08-01 PR 6060.0 ... -0.014191 PR510 PR
32 2025-08-01 CU 78371.67 ... -0.001297 cu2509 cu
33 2025-08-01 AL 20596.67 ... -0.005907 al2509 al
34 2025-08-01 ZN 22300.0 ... 0.002018 zn2509 zn
35 2025-08-01 PB 16600.0 ... 0.003614 pb2509 pb
36 2025-08-01 NI 121150.0 ... -0.009657 ni2509 ni
37 2025-08-01 SN 264625.0 ... -0.001417 sn2509 sn
38 2025-08-01 AU 766.43 ... 0.005832 au2510 au
39 2025-08-01 AG 8962.0 ... -0.004352 ag2510 ag
40 2025-08-01 RB 3331.5 ... -0.03557 rb2510 rb
41 2025-08-01 WR 3537.5 ... -0.0253 wr2510 wr
42 2025-08-01 HC 3510.0 ... -0.02906 hc2510 hc
43 2025-08-01 FU 5312.5 ... -0.451482 fu2509 fu
44 2025-08-01 BU 3730.0 ... -0.023324 bu2510 bu
45 2025-08-01 RU 14458.33 ... 0.05683 ru2601 ru
46 2025-08-01 SP 5900.0 ... -0.118305 sp2511 sp
47 2025-08-01 SS 13080.0 ... -0.016437 ss2509 ss
48 2025-08-01 BR 11960.0 ... -0.040552 br2509 br
49 2025-08-01 SI 9980.0 ... -0.132265 SI2509 si
50 2025-08-01 LC 71333.33 ... -0.034673 LC2509 lc
51 2025-08-01 PS 47333.33 ... 0.042606 PS2509 ps
[52 rows x 15 columns]
2025-08-06 16:25:32,231 - future_1d - INFO - save future_spot 2025-08-01 completed
2025-08-06 16:25:37,353 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-04, end_day=2025-08-04) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-04 C 2328.57 ... -0.017423 c2509 c
1 2025-08-04 A 4300.0 ... -0.045349 a2511 a
2 2025-08-04 M 3016.0 ... 0.011273 m2601 m
3 2025-08-04 Y 8428.0 ... -0.021595 y2509 y
4 2025-08-04 P 8888.0 ... -0.008326 p2509 p
5 2025-08-04 JD 3210.0 ... 0.057321 jd2509 jd
6 2025-08-04 L 7441.67 ... -0.022262 l2509 l
7 2025-08-04 V 4751.0 ... 0.047779 v2509 v
8 2025-08-04 PP 7295.0 ... -0.03098 pp2509 pp
9 2025-08-04 JM 1391.25 ... -0.205391 jm2601 jm
10 2025-08-04 I 780.67 ... 0.01067 i2509 i
11 2025-08-04 EG 4435.0 ... -0.013529 eg2509 eg
12 2025-08-04 EB 7610.0 ... -0.044284 eb2509 eb
13 2025-08-04 PG 4657.5 ... -0.158132 pg2509 pg
14 2025-08-04 LH 14180.0 ... -0.023977 lh2511 lh
15 2025-08-04 BZ 6002.0 ... 0.038154 bz2603 bz
16 2025-08-04 CF 15172.17 ... -0.091758 CF601 CF
17 2025-08-04 SR 6030.0 ... -0.066998 SR601 SR
18 2025-08-04 TA 4808.75 ... -0.019288 TA509 TA
19 2025-08-04 OI 9623.33 ... -0.013855 OI509 OI
20 2025-08-04 MA 2375.83 ... 0.003439 MA509 MA
21 2025-08-04 FG 1234.4 ... -0.121841 FG509 FG
22 2025-08-04 RM 2653.33 ... 0.012313 RM509 RM
23 2025-08-04 SF 5485.71 ... 0.031407 SF509 SF
24 2025-08-04 SM 5816.0 ... 0.025103 SM509 SM
25 2025-08-04 CY 23600.0 ... -0.1625 CY511 CY
26 2025-08-04 UR 1812.5 ... -0.047724 UR509 UR
27 2025-08-04 SA 1315.0 ... -0.052471 SA509 SA
28 2025-08-04 PF 6532.92 ... -0.017285 PF510 PF
29 2025-08-04 PX 7000.0 ... -0.031429 PX509 PX
30 2025-08-04 SH 859.0 ... 1.930151 SH509 SH
31 2025-08-04 PR 5972.5 ... -0.006781 PR510 PR
32 2025-08-04 CU 78418.33 ... -0.002529 cu2509 cu
33 2025-08-04 AL 20493.33 ... -0.00187 al2509 al
34 2025-08-04 ZN 22148.0 ... 0.002574 zn2509 zn
35 2025-08-04 PB 16737.5 ... 0.002539 pb2509 pb
36 2025-08-04 NI 121600.0 ... -0.013898 ni2509 ni
37 2025-08-04 SN 265812.5 ... 0.00127 sn2509 sn
38 2025-08-04 AU 773.69 ... 0.008776 au2510 au
39 2025-08-04 AG 8940.67 ... 0.006748 ag2510 ag
40 2025-08-04 RB 3307.66 ... -0.035874 rb2510 rb
41 2025-08-04 WR 3442.5 ... -0.012055 wr2510 wr
42 2025-08-04 HC 3433.33 ... -0.011747 hc2510 hc
43 2025-08-04 FU 5387.5 ... -0.467471 fu2509 fu
44 2025-08-04 BU 3726.67 ... -0.039357 bu2510 bu
45 2025-08-04 RU 14433.33 ... 0.053811 ru2601 ru
46 2025-08-04 SP 5900.0 ... -0.122373 sp2511 sp
47 2025-08-04 SS 13100.0 ... -0.019466 ss2509 ss
48 2025-08-04 BR 11950.0 ... -0.045607 br2509 br
49 2025-08-04 SI 9780.0 ... -0.144683 SI2509 si
50 2025-08-04 LC 70833.33 ... -0.018823 LC2511 lc
51 2025-08-04 PS 47333.33 ... 0.023592 PS2511 ps
[52 rows x 15 columns]
2025-08-06 16:25:37,512 - future_1d - INFO - save future_spot 2025-08-04 completed
2025-08-06 16:25:43,953 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-05, end_day=2025-08-05) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-05 C 2328.57 ... -0.029877 c2509 c
1 2025-08-05 A 4300.0 ... -0.046512 a2511 a
2 2025-08-05 M 3020.0 ... 0.016225 m2601 m
3 2025-08-05 Y 8448.0 ... -0.02178 y2601 y
4 2025-08-05 P 8962.0 ... -0.001785 p2509 p
5 2025-08-05 JD 3150.0 ... 0.061905 jd2509 jd
6 2025-08-05 L 7433.33 ... -0.019551 l2509 l
7 2025-08-05 V 4775.0 ... 0.045445 v2509 v
8 2025-08-05 PP 7280.0 ... -0.029396 pp2509 pp
9 2025-08-05 JM 1441.25 ... -0.204163 jm2601 jm
10 2025-08-05 I 788.89 ... 0.007745 i2509 i
11 2025-08-05 EG 4435.0 ... -0.012401 eg2509 eg
12 2025-08-05 EB 7564.0 ... -0.039265 eb2509 eb
13 2025-08-05 PG 4685.0 ... -0.178442 pg2509 pg
14 2025-08-05 LH 14170.0 ... -0.017996 lh2511 lh
15 2025-08-05 BZ 6012.0 ... 0.032934 bz2603 bz
16 2025-08-05 CF 15186.67 ... -0.089662 CF601 CF
17 2025-08-05 SR 6026.67 ... -0.064658 SR601 SR
18 2025-08-05 TA 4765.0 ... -0.018258 TA509 TA
19 2025-08-05 OI 9708.33 ... -0.014661 OI509 OI
20 2025-08-05 MA 2380.0 ... 0.00042 MA509 MA
21 2025-08-05 FG 1234.4 ... -0.130752 FG509 FG
22 2025-08-05 RM 2680.0 ... 0.014925 RM509 RM
23 2025-08-05 SF 5411.43 ... 0.047043 SF509 SF
24 2025-08-05 SM 5830.0 ... 0.024014 SM509 SM
25 2025-08-05 CY 23600.0 ... -0.162924 CY511 CY
26 2025-08-05 UR 1807.5 ... -0.028492 UR509 UR
27 2025-08-05 SA 1315.0 ... 0.023574 SA601 SA
28 2025-08-05 PF 6489.17 ... -0.01744 PF510 PF
29 2025-08-05 PX 7000.0 ... -0.039714 PX509 PX
30 2025-08-05 SH 859.0 ... 1.898719 SH509 SH
31 2025-08-05 PR 5972.5 ... -0.013144 PR510 PR
32 2025-08-05 CU 78658.33 ... -0.002267 cu2509 cu
33 2025-08-05 AL 20546.67 ... -0.002515 al2509 al
34 2025-08-05 ZN 22286.0 ... 0.001301 zn2509 zn
35 2025-08-05 PB 16656.25 ... 0.003527 pb2509 pb
36 2025-08-05 NI 122383.33 ... -0.012937 ni2509 ni
37 2025-08-05 SN 267075.0 ... -0.003501 sn2509 sn
38 2025-08-05 AU 776.23 ... 0.010422 au2510 au
39 2025-08-05 AG 9058.0 ... 0.001766 ag2510 ag
40 2025-08-05 RB 3320.34 ... -0.033232 rb2510 rb
41 2025-08-05 WR 3442.5 ... 0.001888 wr2510 wr
42 2025-08-05 HC 3473.33 ... -0.01046 hc2510 hc
43 2025-08-05 FU 5387.5 ... -0.476937 fu2509 fu
44 2025-08-05 BU 3700.0 ... -0.047838 bu2510 bu
45 2025-08-05 RU 14625.0 ... 0.051624 ru2601 ru
46 2025-08-05 SP 5900.0 ... -0.125085 sp2511 sp
47 2025-08-05 SS 13100.0 ... -0.01145 ss2509 ss
48 2025-08-05 BR 11820.0 ... -0.030457 br2509 br
49 2025-08-05 SI 9590.0 ... -0.124609 SI2511 si
50 2025-08-05 LC 70833.33 ... -0.032376 LC2511 lc
51 2025-08-05 PS 47333.33 ... 0.050845 PS2511 ps
[52 rows x 15 columns]
2025-08-06 16:25:44,114 - future_1d - INFO - save future_spot 2025-08-05 completed
2025-08-06 16:25:52,890 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-06, end_day=2025-08-06) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-06 C 2325.71 ... -0.030404 c2509 c
1 2025-08-06 A 4300.0 ... -0.047209 a2511 a
2 2025-08-06 M 3012.0 ... 0.01992 m2601 m
3 2025-08-06 Y 8472.0 ... -0.016289 y2601 y
4 2025-08-06 P 9022.0 ... -0.004655 p2509 p
5 2025-08-06 JD 3100.0 ... 0.08129 jd2509 jd
6 2025-08-06 L 7445.0 ... -0.017058 l2509 l
7 2025-08-06 V 4821.0 ... 0.043767 v2509 v
8 2025-08-06 PP 7255.0 ... -0.02357 pp2509 pp
9 2025-08-06 JM 1441.25 ... -0.166002 jm2601 jm
10 2025-08-06 I 788.56 ... 0.008167 i2509 i
11 2025-08-06 EG 4431.67 ... -0.004664 eg2509 eg
12 2025-08-06 EB 7570.0 ... -0.037913 eb2509 eb
13 2025-08-06 PG 4672.5 ... -0.17924 pg2509 pg
14 2025-08-06 LH 14170.0 ... -0.013056 lh2511 lh
15 2025-08-06 BZ 6055.33 ... 0.029671 bz2603 bz
16 2025-08-06 CF 15196.33 ... -0.088267 CF601 CF
17 2025-08-06 SR 6023.33 ... -0.065799 SR601 SR
18 2025-08-06 TA 4771.25 ... -0.014514 TA509 TA
19 2025-08-06 OI 9678.33 ... -0.010573 OI509 OI
20 2025-08-06 MA 2383.33 ... 0.005736 MA509 MA
21 2025-08-06 FG 1234.4 ... -0.125891 FG509 FG
22 2025-08-06 RM 2728.33 ... 0.011974 RM509 RM
23 2025-08-06 SF 5510.0 ... 0.101633 SF511 SF
24 2025-08-06 SM 5880.0 ... 0.039116 SM509 SM
25 2025-08-06 CY 23600.0 ... -0.164195 CY511 CY
26 2025-08-06 UR 1812.5 ... -0.028414 UR509 UR
27 2025-08-06 SA 1315.0 ... 0.036502 SA601 SA
28 2025-08-06 PF 6477.08 ... -0.0119 PF510 PF
29 2025-08-06 PX 7000.0 ... -0.034857 PX509 PX
30 2025-08-06 SH 859.0 ... 1.892899 SH509 SH
31 2025-08-06 PR 5972.5 ... -0.008121 PR510 PR
32 2025-08-06 CU 78366.67 ... -0.002637 cu2509 cu
33 2025-08-06 AL 20546.67 ... 0.002596 al2509 al
34 2025-08-06 ZN 22312.0 ... 0.000807 zn2509 zn
35 2025-08-06 PB 16806.25 ... 0.001413 pb2509 pb
36 2025-08-06 NI 122383.33 ... -0.013918 ni2509 ni
37 2025-08-06 SN 267687.5 ... -0.003091 sn2509 sn
38 2025-08-06 AU 776.23 ... 0.010345 au2510 au
39 2025-08-06 AG 9058.0 ... 0.011261 ag2510 ag
40 2025-08-06 RB 3340.5 ... -0.033079 rb2510 rb
41 2025-08-06 WR 3455.0 ... 0.003473 wr2510 wr
42 2025-08-06 HC 3496.67 ... -0.012775 hc2510 hc
43 2025-08-06 FU 5375.0 ... -0.475535 fu2509 fu
44 2025-08-06 BU 3700.0 ... -0.049459 bu2510 bu
45 2025-08-06 RU 14608.33 ... 0.059327 ru2601 ru
46 2025-08-06 SP 5883.33 ... -0.119886 sp2511 sp
47 2025-08-06 SS 13100.0 ... -0.012977 ss2509 ss
48 2025-08-06 BR 11820.0 ... -0.026227 br2509 br
49 2025-08-06 SI 9590.0 ... -0.101668 SI2511 si
50 2025-08-06 LC 70166.67 ... -0.022043 LC2511 lc
51 2025-08-06 PS 47333.33 ... 0.08919 PS2511 ps
[52 rows x 15 columns]
2025-08-06 16:25:53,063 - future_1d - INFO - save future_spot 2025-08-06 add
2025-08-06 16:25:53,071 - future_1d - INFO - 0 ... 4
date 2025-08-06 ... 2025-08-06
variety C ... P
spot_price 2325.71 ... 9022.0
near_contract c2509 ... p2508
near_contract_price 2255.0 ... 8808.0
dominant_contract c2509 ... p2509
dominant_contract_price 2255.0 ... 8980.0
near_month 2509 ... 2508
dominant_month 2509 ... 2509
near_basis -70.71 ... -214.0
dom_basis -70.71 ... -42.0
near_basis_rate -0.0304 ... -0.0237
dom_basis_rate -0.0304 ... -0.0047
symbol c2509 ... p2509
comd c ... p
created_at 2025-08-06 16:25:53.022021 ... 2025-08-06 16:25:53.022021
updated_at 2025-08-06 16:25:53.022395 ... 2025-08-06 16:25:53.022395
[17 rows x 5 columns]
=========================================================================
2025-08-06 18:25:49 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-08-06 18:25:51,057 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-06 18:25:51,396 - 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]
2025-08-06 18:25:51,573 - future_1d - INFO - save future_spot 2025-07-31 completed
2025-08-06 18:25:54,981 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-01, end_day=2025-08-01) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-01 C 2332.86 ... -0.0158 c2509 c
1 2025-08-01 A 4300.0 ... -0.044186 a2511 a
2 2025-08-01 M 2998.0 ... 0.012342 m2601 m
3 2025-08-01 Y 8484.0 ... -0.030174 y2509 y
4 2025-08-01 P 8992.0 ... -0.010899 p2509 p
5 2025-08-01 JD 3325.0 ... 0.052932 jd2509 jd
6 2025-08-01 L 7453.33 ... -0.015742 l2509 l
7 2025-08-01 V 4812.0 ... 0.047382 v2509 v
8 2025-08-01 PP 7290.0 ... -0.02428 pp2509 pp
9 2025-08-01 JM 1391.25 ... -0.198562 jm2601 jm
10 2025-08-01 I 786.22 ... -0.002188 i2509 i
11 2025-08-01 EG 4435.0 ... -0.006539 eg2509 eg
12 2025-08-01 EB 7646.0 ... -0.042767 eb2509 eb
13 2025-08-01 PG 4747.5 ... -0.16019 pg2509 pg
14 2025-08-01 LH 14200.0 ... -0.023944 lh2511 lh
15 2025-08-01 BZ 6075.33 ... 0.034347 bz2603 bz
16 2025-08-01 CF 15269.5 ... -0.096238 CF601 CF
17 2025-08-01 SR 6036.67 ... -0.0455 SR509 SR
18 2025-08-01 TA 4821.25 ... -0.012289 TA509 TA
19 2025-08-01 OI 9623.33 ... -0.013335 OI509 OI
20 2025-08-01 MA 2389.17 ... 0.005789 MA509 MA
21 2025-08-01 FG 1284.0 ... -0.140187 FG509 FG
22 2025-08-01 RM 2650.0 ... 0.010943 RM509 RM
23 2025-08-01 SF 5485.71 ... 0.040157 SF509 SF
24 2025-08-01 SM 5836.0 ... 0.023646 SM509 SM
25 2025-08-01 CY 23600.0 ... -0.162712 CY509 CY
26 2025-08-01 UR 1812.5 ... -0.054345 UR509 UR
27 2025-08-01 SA 1315.0 ... -0.046388 SA509 SA
28 2025-08-01 PF 6576.67 ... -0.015611 PF510 PF
29 2025-08-01 PX 7000.0 ... -0.022 PX509 PX
30 2025-08-01 SH 861.0 ... 1.95122 SH509 SH
31 2025-08-01 PR 6060.0 ... -0.014191 PR510 PR
32 2025-08-01 CU 78371.67 ... -0.001297 cu2509 cu
33 2025-08-01 AL 20596.67 ... -0.005907 al2509 al
34 2025-08-01 ZN 22300.0 ... 0.002018 zn2509 zn
35 2025-08-01 PB 16600.0 ... 0.003614 pb2509 pb
36 2025-08-01 NI 121150.0 ... -0.009657 ni2509 ni
37 2025-08-01 SN 264625.0 ... -0.001417 sn2509 sn
38 2025-08-01 AU 766.43 ... 0.005832 au2510 au
39 2025-08-01 AG 8962.0 ... -0.004352 ag2510 ag
40 2025-08-01 RB 3331.5 ... -0.03557 rb2510 rb
41 2025-08-01 WR 3537.5 ... -0.0253 wr2510 wr
42 2025-08-01 HC 3510.0 ... -0.02906 hc2510 hc
43 2025-08-01 FU 5312.5 ... -0.451482 fu2509 fu
44 2025-08-01 BU 3730.0 ... -0.023324 bu2510 bu
45 2025-08-01 RU 14458.33 ... 0.05683 ru2601 ru
46 2025-08-01 SP 5900.0 ... -0.118305 sp2511 sp
47 2025-08-01 SS 13080.0 ... -0.016437 ss2509 ss
48 2025-08-01 BR 11960.0 ... -0.040552 br2509 br
49 2025-08-01 SI 9980.0 ... -0.132265 SI2509 si
50 2025-08-01 LC 71333.33 ... -0.034673 LC2509 lc
51 2025-08-01 PS 47333.33 ... 0.042606 PS2509 ps
[52 rows x 15 columns]
2025-08-06 18:25:55,139 - future_1d - INFO - save future_spot 2025-08-01 completed
2025-08-06 18:26:04,503 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-04, end_day=2025-08-04) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-04 C 2328.57 ... -0.017423 c2509 c
1 2025-08-04 A 4300.0 ... -0.045349 a2511 a
2 2025-08-04 M 3016.0 ... 0.011273 m2601 m
3 2025-08-04 Y 8428.0 ... -0.021595 y2509 y
4 2025-08-04 P 8888.0 ... -0.008326 p2509 p
5 2025-08-04 JD 3210.0 ... 0.057321 jd2509 jd
6 2025-08-04 L 7441.67 ... -0.022262 l2509 l
7 2025-08-04 V 4751.0 ... 0.047779 v2509 v
8 2025-08-04 PP 7295.0 ... -0.03098 pp2509 pp
9 2025-08-04 JM 1391.25 ... -0.205391 jm2601 jm
10 2025-08-04 I 780.67 ... 0.01067 i2509 i
11 2025-08-04 EG 4435.0 ... -0.013529 eg2509 eg
12 2025-08-04 EB 7610.0 ... -0.044284 eb2509 eb
13 2025-08-04 PG 4657.5 ... -0.158132 pg2509 pg
14 2025-08-04 LH 14180.0 ... -0.023977 lh2511 lh
15 2025-08-04 BZ 6002.0 ... 0.038154 bz2603 bz
16 2025-08-04 CF 15172.17 ... -0.091758 CF601 CF
17 2025-08-04 SR 6030.0 ... -0.066998 SR601 SR
18 2025-08-04 TA 4808.75 ... -0.019288 TA509 TA
19 2025-08-04 OI 9623.33 ... -0.013855 OI509 OI
20 2025-08-04 MA 2375.83 ... 0.003439 MA509 MA
21 2025-08-04 FG 1234.4 ... -0.121841 FG509 FG
22 2025-08-04 RM 2653.33 ... 0.012313 RM509 RM
23 2025-08-04 SF 5485.71 ... 0.031407 SF509 SF
24 2025-08-04 SM 5816.0 ... 0.025103 SM509 SM
25 2025-08-04 CY 23600.0 ... -0.1625 CY511 CY
26 2025-08-04 UR 1812.5 ... -0.047724 UR509 UR
27 2025-08-04 SA 1315.0 ... -0.052471 SA509 SA
28 2025-08-04 PF 6532.92 ... -0.017285 PF510 PF
29 2025-08-04 PX 7000.0 ... -0.031429 PX509 PX
30 2025-08-04 SH 859.0 ... 1.930151 SH509 SH
31 2025-08-04 PR 5972.5 ... -0.006781 PR510 PR
32 2025-08-04 CU 78418.33 ... -0.002529 cu2509 cu
33 2025-08-04 AL 20493.33 ... -0.00187 al2509 al
34 2025-08-04 ZN 22148.0 ... 0.002574 zn2509 zn
35 2025-08-04 PB 16737.5 ... 0.002539 pb2509 pb
36 2025-08-04 NI 121600.0 ... -0.013898 ni2509 ni
37 2025-08-04 SN 265812.5 ... 0.00127 sn2509 sn
38 2025-08-04 AU 773.69 ... 0.008776 au2510 au
39 2025-08-04 AG 8940.67 ... 0.006748 ag2510 ag
40 2025-08-04 RB 3307.66 ... -0.035874 rb2510 rb
41 2025-08-04 WR 3442.5 ... -0.012055 wr2510 wr
42 2025-08-04 HC 3433.33 ... -0.011747 hc2510 hc
43 2025-08-04 FU 5387.5 ... -0.467471 fu2509 fu
44 2025-08-04 BU 3726.67 ... -0.039357 bu2510 bu
45 2025-08-04 RU 14433.33 ... 0.053811 ru2601 ru
46 2025-08-04 SP 5900.0 ... -0.122373 sp2511 sp
47 2025-08-04 SS 13100.0 ... -0.019466 ss2509 ss
48 2025-08-04 BR 11950.0 ... -0.045607 br2509 br
49 2025-08-04 SI 9780.0 ... -0.144683 SI2509 si
50 2025-08-04 LC 70833.33 ... -0.018823 LC2511 lc
51 2025-08-04 PS 47333.33 ... 0.023592 PS2511 ps
[52 rows x 15 columns]
2025-08-06 18:26:04,663 - future_1d - INFO - save future_spot 2025-08-04 completed
2025-08-06 18:26:11,503 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-05, end_day=2025-08-05) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-05 C 2328.57 ... -0.029877 c2509 c
1 2025-08-05 A 4300.0 ... -0.046512 a2511 a
2 2025-08-05 M 3020.0 ... 0.016225 m2601 m
3 2025-08-05 Y 8448.0 ... -0.02178 y2601 y
4 2025-08-05 P 8962.0 ... -0.001785 p2509 p
5 2025-08-05 JD 3150.0 ... 0.061905 jd2509 jd
6 2025-08-05 L 7433.33 ... -0.019551 l2509 l
7 2025-08-05 V 4775.0 ... 0.045445 v2509 v
8 2025-08-05 PP 7280.0 ... -0.029396 pp2509 pp
9 2025-08-05 JM 1441.25 ... -0.204163 jm2601 jm
10 2025-08-05 I 788.89 ... 0.007745 i2509 i
11 2025-08-05 EG 4435.0 ... -0.012401 eg2509 eg
12 2025-08-05 EB 7564.0 ... -0.039265 eb2509 eb
13 2025-08-05 PG 4685.0 ... -0.178442 pg2509 pg
14 2025-08-05 LH 14170.0 ... -0.017996 lh2511 lh
15 2025-08-05 BZ 6012.0 ... 0.032934 bz2603 bz
16 2025-08-05 CF 15186.67 ... -0.089662 CF601 CF
17 2025-08-05 SR 6026.67 ... -0.064658 SR601 SR
18 2025-08-05 TA 4765.0 ... -0.018258 TA509 TA
19 2025-08-05 OI 9708.33 ... -0.014661 OI509 OI
20 2025-08-05 MA 2380.0 ... 0.00042 MA509 MA
21 2025-08-05 FG 1234.4 ... -0.130752 FG509 FG
22 2025-08-05 RM 2680.0 ... 0.014925 RM509 RM
23 2025-08-05 SF 5411.43 ... 0.047043 SF509 SF
24 2025-08-05 SM 5830.0 ... 0.024014 SM509 SM
25 2025-08-05 CY 23600.0 ... -0.162924 CY511 CY
26 2025-08-05 UR 1807.5 ... -0.028492 UR509 UR
27 2025-08-05 SA 1315.0 ... 0.023574 SA601 SA
28 2025-08-05 PF 6489.17 ... -0.01744 PF510 PF
29 2025-08-05 PX 7000.0 ... -0.039714 PX509 PX
30 2025-08-05 SH 859.0 ... 1.898719 SH509 SH
31 2025-08-05 PR 5972.5 ... -0.013144 PR510 PR
32 2025-08-05 CU 78658.33 ... -0.002267 cu2509 cu
33 2025-08-05 AL 20546.67 ... -0.002515 al2509 al
34 2025-08-05 ZN 22286.0 ... 0.001301 zn2509 zn
35 2025-08-05 PB 16656.25 ... 0.003527 pb2509 pb
36 2025-08-05 NI 122383.33 ... -0.012937 ni2509 ni
37 2025-08-05 SN 267075.0 ... -0.003501 sn2509 sn
38 2025-08-05 AU 776.23 ... 0.010422 au2510 au
39 2025-08-05 AG 9058.0 ... 0.001766 ag2510 ag
40 2025-08-05 RB 3320.34 ... -0.033232 rb2510 rb
41 2025-08-05 WR 3442.5 ... 0.001888 wr2510 wr
42 2025-08-05 HC 3473.33 ... -0.01046 hc2510 hc
43 2025-08-05 FU 5387.5 ... -0.476937 fu2509 fu
44 2025-08-05 BU 3700.0 ... -0.047838 bu2510 bu
45 2025-08-05 RU 14625.0 ... 0.051624 ru2601 ru
46 2025-08-05 SP 5900.0 ... -0.125085 sp2511 sp
47 2025-08-05 SS 13100.0 ... -0.01145 ss2509 ss
48 2025-08-05 BR 11820.0 ... -0.030457 br2509 br
49 2025-08-05 SI 9590.0 ... -0.124609 SI2511 si
50 2025-08-05 LC 70833.33 ... -0.032376 LC2511 lc
51 2025-08-05 PS 47333.33 ... 0.050845 PS2511 ps
[52 rows x 15 columns]
2025-08-06 18:26:11,662 - future_1d - INFO - save future_spot 2025-08-05 completed
2025-08-06 18:26:17,044 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-06, end_day=2025-08-06) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-06 C 2325.71 ... -0.030404 c2509 c
1 2025-08-06 A 4300.0 ... -0.047209 a2511 a
2 2025-08-06 M 3012.0 ... 0.01992 m2601 m
3 2025-08-06 Y 8472.0 ... -0.016289 y2601 y
4 2025-08-06 P 9022.0 ... -0.004655 p2509 p
5 2025-08-06 JD 3100.0 ... 0.08129 jd2509 jd
6 2025-08-06 L 7445.0 ... -0.017058 l2509 l
7 2025-08-06 V 4821.0 ... 0.043767 v2509 v
8 2025-08-06 PP 7255.0 ... -0.02357 pp2509 pp
9 2025-08-06 JM 1441.25 ... -0.166002 jm2601 jm
10 2025-08-06 I 788.56 ... 0.008167 i2509 i
11 2025-08-06 EG 4481.67 ... -0.015769 eg2509 eg
12 2025-08-06 EB 7570.0 ... -0.037913 eb2509 eb
13 2025-08-06 PG 4672.5 ... -0.17924 pg2509 pg
14 2025-08-06 LH 14170.0 ... -0.013056 lh2511 lh
15 2025-08-06 BZ 6055.33 ... 0.029671 bz2603 bz
16 2025-08-06 CF 15196.33 ... -0.088267 CF601 CF
17 2025-08-06 SR 6023.33 ... -0.065799 SR601 SR
18 2025-08-06 TA 4771.25 ... -0.014514 TA509 TA
19 2025-08-06 OI 9678.33 ... -0.010573 OI509 OI
20 2025-08-06 MA 2383.33 ... 0.005736 MA509 MA
21 2025-08-06 FG 1204.0 ... -0.103821 FG509 FG
22 2025-08-06 RM 2728.33 ... 0.011974 RM509 RM
23 2025-08-06 SF 5510.0 ... 0.101633 SF511 SF
24 2025-08-06 SM 5880.0 ... 0.039116 SM509 SM
25 2025-08-06 CY 23600.0 ... -0.164195 CY511 CY
26 2025-08-06 UR 1812.5 ... -0.028414 UR509 UR
27 2025-08-06 SA 1302.5 ... 0.046449 SA601 SA
28 2025-08-06 PF 6477.08 ... -0.0119 PF510 PF
29 2025-08-06 PX 7000.0 ... -0.034857 PX509 PX
30 2025-08-06 SH 859.0 ... 1.892899 SH509 SH
31 2025-08-06 PR 5972.5 ... -0.008121 PR510 PR
32 2025-08-06 CU 78366.67 ... -0.002637 cu2509 cu
33 2025-08-06 AL 20646.67 ... -0.00226 al2509 al
34 2025-08-06 ZN 22312.0 ... 0.000807 zn2509 zn
35 2025-08-06 PB 16806.25 ... 0.001413 pb2509 pb
36 2025-08-06 NI 122583.33 ... -0.015527 ni2509 ni
37 2025-08-06 SN 267687.5 ... -0.003091 sn2509 sn
38 2025-08-06 AU 780.31 ... 0.005062 au2510 au
39 2025-08-06 AG 9148.67 ... 0.001238 ag2510 ag
40 2025-08-06 RB 3340.5 ... -0.033079 rb2510 rb
41 2025-08-06 WR 3465.0 ... 0.000577 wr2510 wr
42 2025-08-06 HC 3496.67 ... -0.012775 hc2510 hc
43 2025-08-06 FU 5375.0 ... -0.475535 fu2509 fu
44 2025-08-06 BU 3700.0 ... -0.049459 bu2510 bu
45 2025-08-06 RU 14608.33 ... 0.059327 ru2601 ru
46 2025-08-06 SP 5883.33 ... -0.119886 sp2511 sp
47 2025-08-06 SS 13100.0 ... -0.012977 ss2509 ss
48 2025-08-06 BR 11820.0 ... -0.026227 br2509 br
49 2025-08-06 SI 9590.0 ... -0.101668 SI2511 si
50 2025-08-06 LC 70166.67 ... -0.022043 LC2511 lc
51 2025-08-06 PS 47333.33 ... 0.08919 PS2511 ps
[52 rows x 15 columns]
2025-08-06 18:26:17,224 - future_1d - INFO - save future_spot 2025-08-06 add
2025-08-06 18:26:17,232 - future_1d - INFO - 11 ... 36
date 2025-08-06 ... 2025-08-06
variety EG ... NI
spot_price 4481.67 ... 122583.33
near_contract eg2508 ... ni2508
near_contract_price 4407.0 ... 120620.0
dominant_contract eg2509 ... ni2509
dominant_contract_price 4411.0 ... 120680.0
near_month 2508 ... 2508
dominant_month 2509 ... 2509
near_basis -74.67 ... -1963.33
dom_basis -70.67 ... -1903.33
near_basis_rate -0.0167 ... -0.016
dom_basis_rate -0.0158 ... -0.0155
symbol eg2509 ... ni2509
comd eg ... ni
created_at 2025-08-06 18:26:17.187096 ... 2025-08-06 18:26:17.187096
updated_at 2025-08-06 18:26:17.187468 ... 2025-08-06 18:26:17.187468
[17 rows x 5 columns]