=========================================================================
2025-08-12 16:25:26 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-08-12 16:25:28,138 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-12 16:25:28,508 - 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]
2025-08-12 16:25:28,888 - future_1d - INFO - save future_spot 2025-08-06 completed
2025-08-12 16:25:37,794 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-07, end_day=2025-08-07) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-07 C 2324.29 ... -0.025079 c2509 c
1 2025-08-07 A 4300.0 ... -0.046744 a2511 a
2 2025-08-07 M 3008.0 ... 0.019947 m2601 m
3 2025-08-07 Y 8458.0 ... -0.006384 y2601 y
4 2025-08-07 P 9052.0 ... -0.00707 p2509 p
5 2025-08-07 JD 3075.0 ... 0.097886 jd2509 jd
6 2025-08-07 L 7445.0 ... -0.019208 l2509 l
7 2025-08-07 V 4827.0 ... 0.045163 v2509 v
8 2025-08-07 PP 7255.0 ... -0.024948 pp2509 pp
9 2025-08-07 JM 1441.25 ... -0.152819 jm2601 jm
10 2025-08-07 I 788.56 ... -0.019732 i2601 i
11 2025-08-07 EG 4478.33 ... -0.014811 eg2509 eg
12 2025-08-07 EB 7630.0 ... -0.042071 eb2509 eb
13 2025-08-07 PG 4707.5 ... -0.184918 pg2509 pg
14 2025-08-07 LH 14180.0 ... -0.00952 lh2511 lh
15 2025-08-07 BZ 6125.33 ... 0.023292 bz2603 bz
16 2025-08-07 CF 15207.5 ... -0.09058 CF601 CF
17 2025-08-07 SR 5956.67 ... -0.058534 SR601 SR
18 2025-08-07 TA 4771.25 ... -0.013256 TA509 TA
19 2025-08-07 OI 9598.33 ... -0.006911 OI601 OI
20 2025-08-07 MA 2380.83 ... 0.005952 MA509 MA
21 2025-08-07 FG 1204.0 ... -0.104651 FG509 FG
22 2025-08-07 RM 2676.67 ... -0.083189 RM601 RM
23 2025-08-07 SF 5510.0 ... 0.093285 SF511 SF
24 2025-08-07 SM 5864.0 ... 0.034106 SM509 SM
25 2025-08-07 CY 23600.0 ... -0.164195 CY511 CY
26 2025-08-07 UR 1795.0 ... -0.028969 UR509 UR
27 2025-08-07 SA 1302.5 ... 0.044146 SA601 SA
28 2025-08-07 PF 6474.83 ... -0.011248 PF510 PF
29 2025-08-07 PX 7000.0 ... -0.030286 PX509 PX
30 2025-08-07 SH 856.0 ... 1.85514 SH509 SH
31 2025-08-07 PR 5972.5 ... -0.007116 PR510 PR
32 2025-08-07 CU 78518.33 ... -0.001762 cu2509 cu
33 2025-08-07 AL 20703.33 ... 0.002979 al2509 al
34 2025-08-07 ZN 22498.0 ... 0.001422 zn2509 zn
35 2025-08-07 PB 16825.0 ... 0.00208 pb2509 pb
36 2025-08-07 NI 122433.33 ... -0.008848 ni2509 ni
37 2025-08-07 SN 267300.0 ... 0.00086 sn2509 sn
38 2025-08-07 AU 780.65 ... 0.003497 au2510 au
39 2025-08-07 AG 9177.0 ... 0.002615 ag2510 ag
40 2025-08-07 RB 3341.0 ... -0.031428 rb2510 rb
41 2025-08-07 WR 3465.0 ... -0.001154 wr2510 wr
42 2025-08-07 HC 3496.67 ... -0.014205 hc2510 hc
43 2025-08-07 FU 5325.0 ... -0.467981 fu2509 fu
44 2025-08-07 BU 3700.0 ... -0.044865 bu2510 bu
45 2025-08-07 RU 14625.0 ... 0.056068 ru2601 ru
46 2025-08-07 SP 5883.33 ... -0.117167 sp2511 sp
47 2025-08-07 SS 13100.0 ... -0.00687 ss2510 ss
48 2025-08-07 BR 11820.0 ... -0.02665 br2509 br
49 2025-08-07 SI 9590.0 ... -0.099583 SI2511 si
50 2025-08-07 LC 69166.67 ... 0.032867 LC2511 lc
51 2025-08-07 PS 48666.67 ... 0.04024 PS2511 ps
[52 rows x 15 columns]
2025-08-12 16:25:37,956 - future_1d - INFO - save future_spot 2025-08-07 completed
2025-08-12 16:25:42,534 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-08, end_day=2025-08-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-08 C 2321.43 ... -0.027754 c2509 c
1 2025-08-08 A 4300.0 ... -0.04814 a2511 a
2 2025-08-08 M 3008.0 ... 0.026596 m2601 m
3 2025-08-08 Y 8468.0 ... -0.008503 y2601 y
4 2025-08-08 P 9072.0 ... -0.006614 p2509 p
5 2025-08-08 JD 3050.0 ... 0.072787 jd2510 jd
6 2025-08-08 L 7436.67 ... -0.019185 l2509 l
7 2025-08-08 V 4780.0 ... 0.047071 v2509 v
8 2025-08-08 PP 7246.67 ... -0.020792 pp2601 pp
9 2025-08-08 JM 1441.25 ... -0.153859 jm2601 jm
10 2025-08-08 I 785.67 ... -0.014854 i2601 i
11 2025-08-08 EG 4478.33 ... -0.019947 eg2509 eg
12 2025-08-08 EB 7640.0 ... -0.048691 eb2509 eb
13 2025-08-08 PG 4707.5 ... -0.19214 pg2509 pg
14 2025-08-08 LH 14080.0 ... 0.004261 lh2511 lh
15 2025-08-08 BZ 6142.0 ... 0.01449 bz2603 bz
16 2025-08-08 CF 15192.83 ... -0.090689 CF601 CF
17 2025-08-08 SR 5946.67 ... -0.062332 SR601 SR
18 2025-08-08 TA 4742.5 ... -0.011492 TA509 TA
19 2025-08-08 OI 9678.33 ... -0.013983 OI601 OI
20 2025-08-08 MA 2378.33 ... 0.004066 MA509 MA
21 2025-08-08 FG 1204.0 ... -0.119601 FG509 FG
22 2025-08-08 RM 2705.0 ... -0.080961 RM601 RM
23 2025-08-08 SF 5490.0 ... 0.085974 SF511 SF
24 2025-08-08 SM 5846.0 ... 0.032159 SM509 SM
25 2025-08-08 CY 23600.0 ... -0.16589 CY511 CY
26 2025-08-08 UR 1792.5 ... -0.029847 UR509 UR
27 2025-08-08 SA 1302.5 ... 0.02572 SA601 SA
28 2025-08-08 PF 6475.16 ... -0.013152 PF510 PF
29 2025-08-08 PX 7000.0 ... -0.036 PX509 PX
30 2025-08-08 SH 856.0 ... 1.846963 SH509 SH
31 2025-08-08 PR 5972.5 ... -0.010465 PR510 PR
32 2025-08-08 CU 78558.33 ... -0.001506 cu2509 cu
33 2025-08-08 AL 20666.67 ... 0.000161 al2509 al
34 2025-08-08 ZN 22458.0 ... 0.002093 zn2509 zn
35 2025-08-08 PB 16812.5 ... 0.003123 pb2509 pb
36 2025-08-08 NI 122316.67 ... -0.009456 ni2509 ni
37 2025-08-08 SN 268200.0 ... -0.000224 sn2509 sn
38 2025-08-08 AU 782.97 ... 0.00364 au2510 au
39 2025-08-08 AG 9231.33 ... 0.004947 ag2510 ag
40 2025-08-08 RB 3331.0 ... -0.034824 rb2510 rb
41 2025-08-08 WR 3457.5 ... -0.003037 wr2510 wr
42 2025-08-08 HC 3476.67 ... -0.016012 hc2510 hc
43 2025-08-08 FU 5325.0 ... -0.474366 fu2509 fu
44 2025-08-08 BU 3686.67 ... -0.050905 bu2510 bu
45 2025-08-08 RU 14675.0 ... 0.056218 ru2601 ru
46 2025-08-08 SP 5883.33 ... -0.115467 sp2511 sp
47 2025-08-08 SS 13212.5 ... -0.012677 ss2510 ss
48 2025-08-08 BR 11820.0 ... -0.027073 br2509 br
49 2025-08-08 SI 9590.0 ... -0.104797 SI2511 si
50 2025-08-08 LC 69666.67 ... 0.076555 LC2511 lc
51 2025-08-08 PS 48666.67 ... 0.023801 PS2511 ps
[52 rows x 15 columns]
2025-08-12 16:25:42,696 - future_1d - INFO - save future_spot 2025-08-08 completed
2025-08-12 16:25:51,381 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-11, end_day=2025-08-11) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-11 C 2321.43 ... -0.026893 c2509 c
1 2025-08-11 A 4300.0 ... -0.055116 a2511 a
2 2025-08-11 M 3032.0 ... 0.012203 m2601 m
3 2025-08-11 Y 8508.0 ... -0.012694 y2601 y
4 2025-08-11 P 9048.0 ... 0.00641 p2601 p
5 2025-08-11 JD 3190.0 ... 0.006897 jd2510 jd
6 2025-08-11 L 7441.67 ... -0.018769 l2509 l
7 2025-08-11 V 4805.0 ... 0.041207 v2509 v
8 2025-08-11 PP 7246.67 ... -0.019964 pp2601 pp
9 2025-08-11 JM 1441.25 ... -0.148309 jm2601 jm
10 2025-08-11 I 790.22 ... -0.009769 i2601 i
11 2025-08-11 EG 4483.33 ... -0.017694 eg2509 eg
12 2025-08-11 EB 7604.0 ... -0.04616 eb2509 eb
13 2025-08-11 PG 4707.5 ... -0.195327 pg2509 pg
14 2025-08-11 LH 14020.0 ... 0.012839 lh2511 lh
15 2025-08-11 BZ 6142.0 ... 0.01449 bz2603 bz
16 2025-08-11 CF 15179.0 ... -0.086238 CF601 CF
17 2025-08-11 SR 5953.33 ... -0.063717 SR601 SR
18 2025-08-11 TA 4750.0 ... -0.008842 TA509 TA
19 2025-08-11 OI 9698.33 ... -0.014573 OI601 OI
20 2025-08-11 MA 2382.5 ... 0.040504 MA601 MA
21 2025-08-11 FG 1204.0 ... -0.112957 FG509 FG
22 2025-08-11 RM 2695.0 ... -0.085714 RM601 RM
23 2025-08-11 SF 5511.43 ... 0.088284 SF511 SF
24 2025-08-11 SM 5880.0 ... 0.037415 SM509 SM
25 2025-08-11 CY 23600.0 ... -0.164619 CY511 CY
26 2025-08-11 UR 1777.5 ... -0.016596 UR601 UR
27 2025-08-11 SA 1302.5 ... 0.027255 SA601 SA
28 2025-08-11 PF 6483.33 ... -0.010385 PF510 PF
29 2025-08-11 PX 7000.0 ... -0.032857 PX509 PX
30 2025-08-11 SH 852.0 ... 1.911972 SH509 SH
31 2025-08-11 PR 5972.5 ... -0.005776 PR510 PR
32 2025-08-11 CU 79156.67 ... -0.00299 cu2509 cu
33 2025-08-11 AL 20650.0 ... 0.001211 al2509 al
34 2025-08-11 ZN 22524.0 ... 0.001598 zn2509 zn
35 2025-08-11 PB 16818.75 ... 0.003939 pb2509 pb
36 2025-08-11 NI 123316.67 ... -0.013678 ni2509 ni
37 2025-08-11 SN 268075.0 ... -0.000429 sn2509 sn
38 2025-08-11 AU 777.65 ... 0.009194 au2510 au
39 2025-08-11 AG 9189.33 ... 0.005949 ag2510 ag
40 2025-08-11 RB 3352.34 ... -0.037389 rb2510 rb
41 2025-08-11 WR 3477.5 ... -0.008771 wr2510 wr
42 2025-08-11 HC 3490.0 ... -0.015473 hc2510 hc
43 2025-08-11 FU 5325.0 ... -0.479061 fu2509 fu
44 2025-08-11 BU 3670.0 ... -0.050136 bu2510 bu
45 2025-08-11 RU 14816.67 ... 0.060967 ru2601 ru
46 2025-08-11 SP 5883.33 ... -0.111728 sp2511 sp
47 2025-08-11 SS 13287.5 ... -0.010348 ss2510 ss
48 2025-08-11 BR 11900.0 ... -0.013445 br2509 br
49 2025-08-11 SI 9630.0 ... -0.071651 SI2511 si
50 2025-08-11 LC 70400.0 ... 0.149148 LC2511 lc
51 2025-08-11 PS 48666.67 ... 0.057089 PS2511 ps
[52 rows x 15 columns]
2025-08-12 16:25:51,542 - future_1d - INFO - save future_spot 2025-08-11 completed
2025-08-12 16:26:01,393 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-12, end_day=2025-08-12) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-12 C 2320.0 ... -0.054741 c2511 c
1 2025-08-12 A 4300.0 ... -0.062093 a2511 a
2 2025-08-12 M 3034.0 ... 0.013184 m2601 m
3 2025-08-12 Y 8558.0 ... -0.01262 y2601 y
4 2025-08-12 P 9268.0 ... 0.007121 p2601 p
5 2025-08-12 JD 3200.0 ... -0.000938 jd2510 jd
6 2025-08-12 L 7441.67 ... -0.007884 l2601 l
7 2025-08-12 V 4819.0 ... 0.075119 v2601 v
8 2025-08-12 PP 7255.0 ... -0.017781 pp2601 pp
9 2025-08-12 JM 1401.25 ... -0.084032 jm2601 jm
10 2025-08-12 I 794.78 ... 0.000277 i2601 i
11 2025-08-12 EG 4483.33 ... -0.012564 eg2509 eg
12 2025-08-12 EB 7610.0 ... -0.038896 eb2509 eb
13 2025-08-12 PG 4707.5 ... -0.190016 pg2509 pg
14 2025-08-12 LH 13900.0 ... 0.024101 lh2511 lh
15 2025-08-12 BZ 6158.67 ... 0.017103 bz2603 bz
16 2025-08-12 CF 15191.83 ... -0.082731 CF601 CF
17 2025-08-12 SR 5946.67 ... -0.060146 SR601 SR
18 2025-08-12 TA 4731.88 ... 0.004252 TA601 TA
19 2025-08-12 OI 9906.67 ... -0.019751 OI601 OI
20 2025-08-12 MA 2384.17 ... 0.042711 MA601 MA
21 2025-08-12 FG 1204.0 ... 0.024086 FG601 FG
22 2025-08-12 RM 2621.67 ... -0.050987 RM601 RM
23 2025-08-12 SF 5511.43 ... 0.095541 SF511 SF
24 2025-08-12 SM 5886.0 ... 0.038736 SM509 SM
25 2025-08-12 CY 23600.0 ... -0.155932 CY511 CY
26 2025-08-12 UR 1762.5 ... -0.003688 UR601 UR
27 2025-08-12 SA 1302.5 ... 0.065643 SA601 SA
28 2025-08-12 PF 6482.91 ... -0.00847 PF510 PF
29 2025-08-12 PX 7000.0 ... -0.033714 PX511 PX
30 2025-08-12 SH 852.0 ... 1.926056 SH509 SH
31 2025-08-12 PR 5980.0 ... -0.004348 PR510 PR
32 2025-08-12 CU 79160.0 ... -0.002779 cu2509 cu
33 2025-08-12 AL 20650.0 ... 0.000484 al2509 al
34 2025-08-12 ZN 22494.0 ... 0.002267 zn2509 zn
35 2025-08-12 PB 16843.75 ... 0.004527 pb2509 pb
36 2025-08-12 NI 124000.0 ... -0.011048 ni2509 ni
37 2025-08-12 SN 269975.0 ... 0.001611 sn2509 sn
38 2025-08-12 AU 777.65 ... -0.000707 au2510 au
39 2025-08-12 AG 9189.33 ... -0.002212 ag2510 ag
40 2025-08-12 RB 3338.5 ... -0.02591 rb2510 rb
41 2025-08-12 WR 3490.0 ... -0.004871 wr2510 wr
42 2025-08-12 HC 3500.0 ... -0.007429 hc2510 hc
43 2025-08-12 FU 5325.0 ... -0.48 fu2509 fu
44 2025-08-12 BU 3670.0 ... -0.045232 bu2510 bu
45 2025-08-12 RU 14933.33 ... 0.056697 ru2601 ru
46 2025-08-12 SP 5876.67 ... -0.105956 sp2511 sp
47 2025-08-12 SS 13287.5 ... -0.005456 ss2510 ss
48 2025-08-12 BR 11900.0 ... -0.011345 br2509 br
49 2025-08-12 SI 9630.0 ... -0.075286 SI2511 si
50 2025-08-12 LC 75733.33 ... 0.130546 LC2511 lc
51 2025-08-12 PS 48666.67 ... 0.07661 PS2511 ps
[52 rows x 15 columns]
2025-08-12 16:26:01,633 - future_1d - INFO - save future_spot 2025-08-12 add
2025-08-12 16:26:01,641 - future_1d - INFO - 0 ... 4
date 2025-08-12 ... 2025-08-12
variety C ... P
spot_price 2320.0 ... 9268.0
near_contract c2509 ... p2508
near_contract_price 2259.0 ... 8802.0
dominant_contract c2511 ... p2601
dominant_contract_price 2193.0 ... 9334.0
near_month 2509 ... 2508
dominant_month 2511 ... 2601
near_basis -61.0 ... -466.0
dom_basis -127.0 ... 66.0
near_basis_rate -0.0263 ... -0.0503
dom_basis_rate -0.0547 ... 0.0071
symbol c2511 ... p2601
comd c ... p
created_at 2025-08-12 16:26:01.528717 ... 2025-08-12 16:26:01.528717
updated_at 2025-08-12 16:26:01.529090 ... 2025-08-12 16:26:01.529090
[17 rows x 5 columns]
=========================================================================
2025-08-12 18:25:38 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-08-12 18:25:40,433 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-12 18:25:40,776 - 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]
2025-08-12 18:25:40,963 - future_1d - INFO - save future_spot 2025-08-06 completed
2025-08-12 18:25:48,545 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-07, end_day=2025-08-07) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-07 C 2324.29 ... -0.025079 c2509 c
1 2025-08-07 A 4300.0 ... -0.046744 a2511 a
2 2025-08-07 M 3008.0 ... 0.019947 m2601 m
3 2025-08-07 Y 8458.0 ... -0.006384 y2601 y
4 2025-08-07 P 9052.0 ... -0.00707 p2509 p
5 2025-08-07 JD 3075.0 ... 0.097886 jd2509 jd
6 2025-08-07 L 7445.0 ... -0.019208 l2509 l
7 2025-08-07 V 4827.0 ... 0.045163 v2509 v
8 2025-08-07 PP 7255.0 ... -0.024948 pp2509 pp
9 2025-08-07 JM 1441.25 ... -0.152819 jm2601 jm
10 2025-08-07 I 788.56 ... -0.019732 i2601 i
11 2025-08-07 EG 4478.33 ... -0.014811 eg2509 eg
12 2025-08-07 EB 7630.0 ... -0.042071 eb2509 eb
13 2025-08-07 PG 4707.5 ... -0.184918 pg2509 pg
14 2025-08-07 LH 14180.0 ... -0.00952 lh2511 lh
15 2025-08-07 BZ 6125.33 ... 0.023292 bz2603 bz
16 2025-08-07 CF 15207.5 ... -0.09058 CF601 CF
17 2025-08-07 SR 5956.67 ... -0.058534 SR601 SR
18 2025-08-07 TA 4771.25 ... -0.013256 TA509 TA
19 2025-08-07 OI 9598.33 ... -0.006911 OI601 OI
20 2025-08-07 MA 2380.83 ... 0.005952 MA509 MA
21 2025-08-07 FG 1204.0 ... -0.104651 FG509 FG
22 2025-08-07 RM 2676.67 ... -0.083189 RM601 RM
23 2025-08-07 SF 5510.0 ... 0.093285 SF511 SF
24 2025-08-07 SM 5864.0 ... 0.034106 SM509 SM
25 2025-08-07 CY 23600.0 ... -0.164195 CY511 CY
26 2025-08-07 UR 1795.0 ... -0.028969 UR509 UR
27 2025-08-07 SA 1302.5 ... 0.044146 SA601 SA
28 2025-08-07 PF 6474.83 ... -0.011248 PF510 PF
29 2025-08-07 PX 7000.0 ... -0.030286 PX509 PX
30 2025-08-07 SH 856.0 ... 1.85514 SH509 SH
31 2025-08-07 PR 5972.5 ... -0.007116 PR510 PR
32 2025-08-07 CU 78518.33 ... -0.001762 cu2509 cu
33 2025-08-07 AL 20703.33 ... 0.002979 al2509 al
34 2025-08-07 ZN 22498.0 ... 0.001422 zn2509 zn
35 2025-08-07 PB 16825.0 ... 0.00208 pb2509 pb
36 2025-08-07 NI 122433.33 ... -0.008848 ni2509 ni
37 2025-08-07 SN 267300.0 ... 0.00086 sn2509 sn
38 2025-08-07 AU 780.65 ... 0.003497 au2510 au
39 2025-08-07 AG 9177.0 ... 0.002615 ag2510 ag
40 2025-08-07 RB 3341.0 ... -0.031428 rb2510 rb
41 2025-08-07 WR 3465.0 ... -0.001154 wr2510 wr
42 2025-08-07 HC 3496.67 ... -0.014205 hc2510 hc
43 2025-08-07 FU 5325.0 ... -0.467981 fu2509 fu
44 2025-08-07 BU 3700.0 ... -0.044865 bu2510 bu
45 2025-08-07 RU 14625.0 ... 0.056068 ru2601 ru
46 2025-08-07 SP 5883.33 ... -0.117167 sp2511 sp
47 2025-08-07 SS 13100.0 ... -0.00687 ss2510 ss
48 2025-08-07 BR 11820.0 ... -0.02665 br2509 br
49 2025-08-07 SI 9590.0 ... -0.099583 SI2511 si
50 2025-08-07 LC 69166.67 ... 0.032867 LC2511 lc
51 2025-08-07 PS 48666.67 ... 0.04024 PS2511 ps
[52 rows x 15 columns]
2025-08-12 18:25:48,706 - future_1d - INFO - save future_spot 2025-08-07 completed
2025-08-12 18:25:52,741 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-08, end_day=2025-08-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-08 C 2321.43 ... -0.027754 c2509 c
1 2025-08-08 A 4300.0 ... -0.04814 a2511 a
2 2025-08-08 M 3008.0 ... 0.026596 m2601 m
3 2025-08-08 Y 8468.0 ... -0.008503 y2601 y
4 2025-08-08 P 9072.0 ... -0.006614 p2509 p
5 2025-08-08 JD 3050.0 ... 0.072787 jd2510 jd
6 2025-08-08 L 7436.67 ... -0.019185 l2509 l
7 2025-08-08 V 4780.0 ... 0.047071 v2509 v
8 2025-08-08 PP 7246.67 ... -0.020792 pp2601 pp
9 2025-08-08 JM 1441.25 ... -0.153859 jm2601 jm
10 2025-08-08 I 785.67 ... -0.014854 i2601 i
11 2025-08-08 EG 4478.33 ... -0.019947 eg2509 eg
12 2025-08-08 EB 7640.0 ... -0.048691 eb2509 eb
13 2025-08-08 PG 4707.5 ... -0.19214 pg2509 pg
14 2025-08-08 LH 14080.0 ... 0.004261 lh2511 lh
15 2025-08-08 BZ 6142.0 ... 0.01449 bz2603 bz
16 2025-08-08 CF 15192.83 ... -0.090689 CF601 CF
17 2025-08-08 SR 5946.67 ... -0.062332 SR601 SR
18 2025-08-08 TA 4742.5 ... -0.011492 TA509 TA
19 2025-08-08 OI 9678.33 ... -0.013983 OI601 OI
20 2025-08-08 MA 2378.33 ... 0.004066 MA509 MA
21 2025-08-08 FG 1204.0 ... -0.119601 FG509 FG
22 2025-08-08 RM 2705.0 ... -0.080961 RM601 RM
23 2025-08-08 SF 5490.0 ... 0.085974 SF511 SF
24 2025-08-08 SM 5846.0 ... 0.032159 SM509 SM
25 2025-08-08 CY 23600.0 ... -0.16589 CY511 CY
26 2025-08-08 UR 1792.5 ... -0.029847 UR509 UR
27 2025-08-08 SA 1302.5 ... 0.02572 SA601 SA
28 2025-08-08 PF 6475.16 ... -0.013152 PF510 PF
29 2025-08-08 PX 7000.0 ... -0.036 PX509 PX
30 2025-08-08 SH 856.0 ... 1.846963 SH509 SH
31 2025-08-08 PR 5972.5 ... -0.010465 PR510 PR
32 2025-08-08 CU 78558.33 ... -0.001506 cu2509 cu
33 2025-08-08 AL 20666.67 ... 0.000161 al2509 al
34 2025-08-08 ZN 22458.0 ... 0.002093 zn2509 zn
35 2025-08-08 PB 16812.5 ... 0.003123 pb2509 pb
36 2025-08-08 NI 122316.67 ... -0.009456 ni2509 ni
37 2025-08-08 SN 268200.0 ... -0.000224 sn2509 sn
38 2025-08-08 AU 782.97 ... 0.00364 au2510 au
39 2025-08-08 AG 9231.33 ... 0.004947 ag2510 ag
40 2025-08-08 RB 3331.0 ... -0.034824 rb2510 rb
41 2025-08-08 WR 3457.5 ... -0.003037 wr2510 wr
42 2025-08-08 HC 3476.67 ... -0.016012 hc2510 hc
43 2025-08-08 FU 5325.0 ... -0.474366 fu2509 fu
44 2025-08-08 BU 3686.67 ... -0.050905 bu2510 bu
45 2025-08-08 RU 14675.0 ... 0.056218 ru2601 ru
46 2025-08-08 SP 5883.33 ... -0.115467 sp2511 sp
47 2025-08-08 SS 13212.5 ... -0.012677 ss2510 ss
48 2025-08-08 BR 11820.0 ... -0.027073 br2509 br
49 2025-08-08 SI 9590.0 ... -0.104797 SI2511 si
50 2025-08-08 LC 69666.67 ... 0.076555 LC2511 lc
51 2025-08-08 PS 48666.67 ... 0.023801 PS2511 ps
[52 rows x 15 columns]
2025-08-12 18:25:52,895 - future_1d - INFO - save future_spot 2025-08-08 completed
2025-08-12 18:25:56,288 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-11, end_day=2025-08-11) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-11 C 2321.43 ... -0.026893 c2509 c
1 2025-08-11 A 4300.0 ... -0.055116 a2511 a
2 2025-08-11 M 3032.0 ... 0.012203 m2601 m
3 2025-08-11 Y 8508.0 ... -0.012694 y2601 y
4 2025-08-11 P 9048.0 ... 0.00641 p2601 p
5 2025-08-11 JD 3190.0 ... 0.006897 jd2510 jd
6 2025-08-11 L 7441.67 ... -0.018769 l2509 l
7 2025-08-11 V 4805.0 ... 0.041207 v2509 v
8 2025-08-11 PP 7246.67 ... -0.019964 pp2601 pp
9 2025-08-11 JM 1441.25 ... -0.148309 jm2601 jm
10 2025-08-11 I 790.22 ... -0.009769 i2601 i
11 2025-08-11 EG 4483.33 ... -0.017694 eg2509 eg
12 2025-08-11 EB 7604.0 ... -0.04616 eb2509 eb
13 2025-08-11 PG 4707.5 ... -0.195327 pg2509 pg
14 2025-08-11 LH 14020.0 ... 0.012839 lh2511 lh
15 2025-08-11 BZ 6142.0 ... 0.01449 bz2603 bz
16 2025-08-11 CF 15179.0 ... -0.086238 CF601 CF
17 2025-08-11 SR 5953.33 ... -0.063717 SR601 SR
18 2025-08-11 TA 4750.0 ... -0.008842 TA509 TA
19 2025-08-11 OI 9698.33 ... -0.014573 OI601 OI
20 2025-08-11 MA 2382.5 ... 0.040504 MA601 MA
21 2025-08-11 FG 1204.0 ... -0.112957 FG509 FG
22 2025-08-11 RM 2695.0 ... -0.085714 RM601 RM
23 2025-08-11 SF 5511.43 ... 0.088284 SF511 SF
24 2025-08-11 SM 5880.0 ... 0.037415 SM509 SM
25 2025-08-11 CY 23600.0 ... -0.164619 CY511 CY
26 2025-08-11 UR 1777.5 ... -0.016596 UR601 UR
27 2025-08-11 SA 1302.5 ... 0.027255 SA601 SA
28 2025-08-11 PF 6483.33 ... -0.010385 PF510 PF
29 2025-08-11 PX 7000.0 ... -0.032857 PX509 PX
30 2025-08-11 SH 852.0 ... 1.911972 SH509 SH
31 2025-08-11 PR 5972.5 ... -0.005776 PR510 PR
32 2025-08-11 CU 79156.67 ... -0.00299 cu2509 cu
33 2025-08-11 AL 20650.0 ... 0.001211 al2509 al
34 2025-08-11 ZN 22524.0 ... 0.001598 zn2509 zn
35 2025-08-11 PB 16818.75 ... 0.003939 pb2509 pb
36 2025-08-11 NI 123316.67 ... -0.013678 ni2509 ni
37 2025-08-11 SN 268075.0 ... -0.000429 sn2509 sn
38 2025-08-11 AU 777.65 ... 0.009194 au2510 au
39 2025-08-11 AG 9189.33 ... 0.005949 ag2510 ag
40 2025-08-11 RB 3352.34 ... -0.037389 rb2510 rb
41 2025-08-11 WR 3477.5 ... -0.008771 wr2510 wr
42 2025-08-11 HC 3490.0 ... -0.015473 hc2510 hc
43 2025-08-11 FU 5325.0 ... -0.479061 fu2509 fu
44 2025-08-11 BU 3670.0 ... -0.050136 bu2510 bu
45 2025-08-11 RU 14816.67 ... 0.060967 ru2601 ru
46 2025-08-11 SP 5883.33 ... -0.111728 sp2511 sp
47 2025-08-11 SS 13287.5 ... -0.010348 ss2510 ss
48 2025-08-11 BR 11900.0 ... -0.013445 br2509 br
49 2025-08-11 SI 9630.0 ... -0.071651 SI2511 si
50 2025-08-11 LC 70400.0 ... 0.149148 LC2511 lc
51 2025-08-11 PS 48666.67 ... 0.057089 PS2511 ps
[52 rows x 15 columns]
2025-08-12 18:25:56,445 - future_1d - INFO - save future_spot 2025-08-11 completed
2025-08-12 18:25:59,903 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-12, end_day=2025-08-12) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-12 C 2320.0 ... -0.054741 c2511 c
1 2025-08-12 A 4300.0 ... -0.062093 a2511 a
2 2025-08-12 M 3034.0 ... 0.013184 m2601 m
3 2025-08-12 Y 8558.0 ... -0.01262 y2601 y
4 2025-08-12 P 9268.0 ... 0.007121 p2601 p
5 2025-08-12 JD 3200.0 ... -0.000938 jd2510 jd
6 2025-08-12 L 7441.67 ... -0.007884 l2601 l
7 2025-08-12 V 4819.0 ... 0.075119 v2601 v
8 2025-08-12 PP 7255.0 ... -0.017781 pp2601 pp
9 2025-08-12 JM 1401.25 ... -0.084032 jm2601 jm
10 2025-08-12 I 794.78 ... 0.000277 i2601 i
11 2025-08-12 EG 4483.33 ... -0.012564 eg2509 eg
12 2025-08-12 EB 7610.0 ... -0.038896 eb2509 eb
13 2025-08-12 PG 4707.5 ... -0.190016 pg2509 pg
14 2025-08-12 LH 13900.0 ... 0.024101 lh2511 lh
15 2025-08-12 BZ 6158.67 ... 0.017103 bz2603 bz
16 2025-08-12 CF 15191.83 ... -0.082731 CF601 CF
17 2025-08-12 SR 5946.67 ... -0.060146 SR601 SR
18 2025-08-12 TA 4731.88 ... 0.004252 TA601 TA
19 2025-08-12 OI 9906.67 ... -0.019751 OI601 OI
20 2025-08-12 MA 2384.17 ... 0.042711 MA601 MA
21 2025-08-12 FG 1158.4 ... 0.064399 FG601 FG
22 2025-08-12 RM 2621.67 ... -0.050987 RM601 RM
23 2025-08-12 SF 5511.43 ... 0.095541 SF511 SF
24 2025-08-12 SM 5916.0 ... 0.033469 SM509 SM
25 2025-08-12 CY 23600.0 ... -0.155932 CY511 CY
26 2025-08-12 UR 1762.5 ... -0.003688 UR601 UR
27 2025-08-12 SA 1302.5 ... 0.065643 SA601 SA
28 2025-08-12 PF 6482.91 ... -0.00847 PF510 PF
29 2025-08-12 PX 7000.0 ... -0.033714 PX511 PX
30 2025-08-12 SH 852.0 ... 1.926056 SH509 SH
31 2025-08-12 PR 5980.0 ... -0.004348 PR510 PR
32 2025-08-12 CU 79160.0 ... -0.002779 cu2509 cu
33 2025-08-12 AL 20670.0 ... -0.000484 al2509 al
34 2025-08-12 ZN 22488.0 ... 0.002535 zn2509 zn
35 2025-08-12 PB 16856.25 ... 0.003782 pb2509 pb
36 2025-08-12 NI 124000.0 ... -0.011048 ni2509 ni
37 2025-08-12 SN 270625.0 ... -0.000794 sn2509 sn
38 2025-08-12 AU 773.44 ... 0.004732 au2510 au
39 2025-08-12 AG 9139.67 ... 0.003209 ag2510 ag
40 2025-08-12 RB 3338.5 ... -0.02591 rb2510 rb
41 2025-08-12 WR 3490.0 ... -0.004871 wr2510 wr
42 2025-08-12 HC 3500.0 ... -0.007429 hc2510 hc
43 2025-08-12 FU 5325.0 ... -0.48 fu2509 fu
44 2025-08-12 BU 3670.0 ... -0.045232 bu2510 bu
45 2025-08-12 RU 14933.33 ... 0.056697 ru2601 ru
46 2025-08-12 SP 5876.67 ... -0.105956 sp2511 sp
47 2025-08-12 SS 13287.5 ... -0.005456 ss2510 ss
48 2025-08-12 BR 11930.0 ... -0.013831 br2509 br
49 2025-08-12 SI 9630.0 ... -0.075286 SI2511 si
50 2025-08-12 LC 75733.33 ... 0.130546 LC2511 lc
51 2025-08-12 PS 48666.67 ... 0.07661 PS2511 ps
[52 rows x 15 columns]
2025-08-12 18:26:00,081 - future_1d - INFO - save future_spot 2025-08-12 add
2025-08-12 18:26:00,089 - future_1d - INFO - 21 ... 35
date 2025-08-12 ... 2025-08-12
variety FG ... PB
spot_price 1158.4 ... 16856.25
near_contract FG508 ... pb2508
near_contract_price 1044.0 ... 16875.0
dominant_contract FG601 ... pb2509
dominant_contract_price 1233.0 ... 16920.0
near_month 2508 ... 2508
dominant_month 2601 ... 2509
near_basis -114.4 ... 18.75
dom_basis 74.6 ... 63.75
near_basis_rate -0.0988 ... 0.0011
dom_basis_rate 0.0644 ... 0.0038
symbol FG601 ... pb2509
comd FG ... pb
created_at 2025-08-12 18:26:00.044184 ... 2025-08-12 18:26:00.044184
updated_at 2025-08-12 18:26:00.044591 ... 2025-08-12 18:26:00.044591
[17 rows x 5 columns]