=========================================================================
2025-08-14 16:25:33 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-08-14 16:25:35,987 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-14 16:25:36,313 - 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]
2025-08-14 16:25:36,513 - future_1d - INFO - save future_spot 2025-08-08 completed
2025-08-14 16:25:41,726 - 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]
2025-08-14 16:25:41,886 - future_1d - INFO - save future_spot 2025-08-11 completed
2025-08-14 16:25:50,719 - 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]
2025-08-14 16:25:50,877 - future_1d - INFO - save future_spot 2025-08-12 completed
2025-08-14 16:25:59,630 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-13, end_day=2025-08-13) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-13 C 2320.0 ... -0.050431 c2511 c
1 2025-08-13 A 4300.0 ... -0.049535 a2511 a
2 2025-08-13 M 3128.0 ... 0.005435 m2601 m
3 2025-08-13 Y 8648.0 ... -0.010176 y2601 y
4 2025-08-13 P 9522.0 ... -0.005881 p2601 p
5 2025-08-13 JD 3200.0 ... 0.0 jd2510 jd
6 2025-08-13 L 7428.33 ... -0.005698 l2601 l
7 2025-08-13 V 4834.0 ... 0.071369 v2601 v
8 2025-08-13 PP 7246.67 ... -0.018032 pp2601 pp
9 2025-08-13 JM 1401.25 ... -0.075825 jm2601 jm
10 2025-08-13 I 794.78 ... 0.004681 i2601 i
11 2025-08-13 EG 4480.0 ... -0.013839 eg2509 eg
12 2025-08-13 EB 7622.0 ... -0.042377 eb2509 eb
13 2025-08-13 PG 4682.5 ... -0.082541 pg2510 pg
14 2025-08-13 LH 13870.0 ... 0.017664 lh2511 lh
15 2025-08-13 BZ 6235.33 ... 0.002353 bz2603 bz
16 2025-08-13 CF 15204.17 ... -0.071965 CF601 CF
17 2025-08-13 SR 5956.67 ... -0.052155 SR601 SR
18 2025-08-13 TA 4731.88 ... 0.001716 TA601 TA
19 2025-08-13 OI 10185.0 ... -0.007953 OI601 OI
20 2025-08-13 MA 2373.33 ... 0.048316 MA601 MA
21 2025-08-13 FG 1158.4 ... 0.067852 FG601 FG
22 2025-08-13 RM 2691.67 ... -0.001735 RM601 RM
23 2025-08-13 SF 5511.43 ... 0.097719 SF511 SF
24 2025-08-13 SM 5920.0 ... 0.048986 SM601 SM
25 2025-08-13 CY 23600.0 ... -0.146822 CY511 CY
26 2025-08-13 UR 1777.5 ... -0.011533 UR601 UR
27 2025-08-13 SA 1302.5 ... 0.078695 SA601 SA
28 2025-08-13 PF 6483.33 ... -0.010694 PF510 PF
29 2025-08-13 PX 7000.0 ... -0.037429 PX511 PX
30 2025-08-13 SH 852.0 ... 1.920188 SH509 SH
31 2025-08-13 PR 5980.0 ... -0.007023 PR511 PR
32 2025-08-13 CU 79473.33 ... -0.001678 cu2509 cu
33 2025-08-13 AL 20776.67 ... 0.000882 al2509 al
34 2025-08-13 ZN 22548.0 ... 0.005411 zn2509 zn
35 2025-08-13 PB 16831.25 ... 0.00557 pb2509 pb
36 2025-08-13 NI 124133.33 ... -0.011144 ni2509 ni
37 2025-08-13 SN 270425.0 ... -0.001017 sn2509 sn
38 2025-08-13 AU 773.66 ... 0.003361 au2510 au
39 2025-08-13 AG 9202.67 ... 0.00134 ag2510 ag
40 2025-08-13 RB 3327.5 ... -0.023892 rb2510 rb
41 2025-08-13 WR 3490.0 ... -0.006304 wr2510 wr
42 2025-08-13 HC 3510.0 ... -0.010541 hc2510 hc
43 2025-08-13 FU 5337.5 ... -0.488899 fu2509 fu
44 2025-08-13 BU 3670.0 ... -0.048774 bu2510 bu
45 2025-08-13 RU 14858.33 ... 0.067751 ru2601 ru
46 2025-08-13 SP 5876.67 ... -0.09915 sp2511 sp
47 2025-08-13 SS 13312.5 ... -0.010329 ss2510 ss
48 2025-08-13 BR 11930.0 ... -0.005868 br2509 br
49 2025-08-13 SI 9630.0 ... -0.088785 SI2511 si
50 2025-08-13 LC 76400.0 ... 0.113351 LC2511 lc
51 2025-08-13 PS 48666.67 ... 0.069212 PS2511 ps
[52 rows x 15 columns]
2025-08-14 16:25:59,787 - future_1d - INFO - save future_spot 2025-08-13 completed
2025-08-14 16:26:05,079 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-14, end_day=2025-08-14) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-14 C 2320.0 ... -0.048707 c2511 c
1 2025-08-14 A 4300.0 ... -0.053256 a2511 a
2 2025-08-14 M 3126.0 ... 0.012156 m2601 m
3 2025-08-14 Y 8648.0 ... -0.011332 y2601 y
4 2025-08-14 P 9522.0 ... -0.007561 p2601 p
5 2025-08-14 JD 3200.0 ... -0.007188 jd2510 jd
6 2025-08-14 L 7453.33 ... -0.012522 l2601 l
7 2025-08-14 V 4828.0 ... 0.063587 v2601 v
8 2025-08-14 PP 7246.67 ... -0.021068 pp2601 pp
9 2025-08-14 JM 1441.25 ... -0.14935 jm2601 jm
10 2025-08-14 I 798.11 ... -0.017053 i2601 i
11 2025-08-14 EG 4480.0 ... -0.009821 eg2601 eg
12 2025-08-14 EB 7622.0 ... -0.045133 eb2509 eb
13 2025-08-14 PG 4680.0 ... -0.082906 pg2510 pg
14 2025-08-14 LH 13870.0 ... 0.00721 lh2511 lh
15 2025-08-14 BZ 6235.33 ... -0.004062 bz2603 bz
16 2025-08-14 CF 15223.17 ... -0.073452 CF601 CF
17 2025-08-14 SR 5966.67 ... -0.051397 SR601 SR
18 2025-08-14 TA 4717.5 ... -0.006253 TA601 TA
19 2025-08-14 OI 9956.67 ... -0.003281 OI601 OI
20 2025-08-14 MA 2346.67 ... 0.047868 MA601 MA
21 2025-08-14 FG 1158.4 ... 0.04886 FG601 FG
22 2025-08-14 RM 2646.67 ... -0.003276 RM601 RM
23 2025-08-14 SF 5511.43 ... 0.0803 SF511 SF
24 2025-08-14 SM 5900.0 ... 0.043729 SM601 SM
25 2025-08-14 CY 23600.0 ... -0.144492 CY511 CY
26 2025-08-14 UR 1765.0 ... -0.015864 UR601 UR
27 2025-08-14 SA 1302.5 ... 0.064875 SA601 SA
28 2025-08-14 PF 6469.67 ... -0.015097 PF510 PF
29 2025-08-14 PX 7000.0 ... -0.049714 PX511 PX
30 2025-08-14 SH 852.0 ... 2.123239 SH511 SH
31 2025-08-14 PR 5980.0 ... -0.016722 PR511 PR
32 2025-08-14 CU 79510.0 ... -0.004905 cu2509 cu
33 2025-08-14 AL 20776.67 ... -0.004412 al2510 al
34 2025-08-14 ZN 22506.0 ... 0.002177 zn2510 zn
35 2025-08-14 PB 16775.0 ... 0.002385 pb2509 pb
36 2025-08-14 NI 124133.33 ... -0.015977 ni2510 ni
37 2025-08-14 SN 269812.5 ... -0.004531 sn2509 sn
38 2025-08-14 AU 773.66 ... 0.006644 au2510 au
39 2025-08-14 AG 9202.67 ... 0.012641 ag2510 ag
40 2025-08-14 RB 3315.5 ... -0.034535 rb2510 rb
41 2025-08-14 WR 3442.5 ... -0.00305 wr2510 wr
42 2025-08-14 HC 3510.0 ... -0.022222 hc2510 hc
43 2025-08-14 FU 5337.5 ... -0.492646 fu2509 fu
44 2025-08-14 BU 3670.0 ... -0.052316 bu2510 bu
45 2025-08-14 RU 14775.0 ... 0.069036 ru2601 ru
46 2025-08-14 SP 5876.67 ... -0.097788 sp2511 sp
47 2025-08-14 SS 13312.5 ... -0.017465 ss2510 ss
48 2025-08-14 BR 11930.0 ... -0.012573 br2510 br
49 2025-08-14 SI 9630.0 ... -0.097092 SI2511 si
50 2025-08-14 LC 79400.0 ... 0.070529 LC2511 lc
51 2025-08-14 PS 48666.67 ... 0.037055 PS2511 ps
[52 rows x 15 columns]
2025-08-14 16:26:05,251 - future_1d - INFO - save future_spot 2025-08-14 add
2025-08-14 16:26:05,259 - future_1d - INFO - 0 ... 4
date 2025-08-14 ... 2025-08-14
variety C ... P
spot_price 2320.0 ... 9522.0
near_contract c2509 ... p2508
near_contract_price 2283.0 ... 8890.0
dominant_contract c2511 ... p2601
dominant_contract_price 2207.0 ... 9450.0
near_month 2509 ... 2508
dominant_month 2511 ... 2601
near_basis -37.0 ... -632.0
dom_basis -113.0 ... -72.0
near_basis_rate -0.0159 ... -0.0664
dom_basis_rate -0.0487 ... -0.0076
symbol c2511 ... p2601
comd c ... p
created_at 2025-08-14 16:26:05.211973 ... 2025-08-14 16:26:05.211973
updated_at 2025-08-14 16:26:05.212335 ... 2025-08-14 16:26:05.212335
[17 rows x 5 columns]
=========================================================================
2025-08-14 18:25:12 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-08-14 18:25:14,352 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-14 18:25:14,702 - 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]
2025-08-14 18:25:14,878 - future_1d - INFO - save future_spot 2025-08-08 completed
2025-08-14 18:25:18,929 - 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]
2025-08-14 18:25:19,086 - future_1d - INFO - save future_spot 2025-08-11 completed
2025-08-14 18:25:26,165 - 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]
2025-08-14 18:25:26,323 - future_1d - INFO - save future_spot 2025-08-12 completed
2025-08-14 18:25:31,289 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-13, end_day=2025-08-13) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-13 C 2320.0 ... -0.050431 c2511 c
1 2025-08-13 A 4300.0 ... -0.049535 a2511 a
2 2025-08-13 M 3128.0 ... 0.005435 m2601 m
3 2025-08-13 Y 8648.0 ... -0.010176 y2601 y
4 2025-08-13 P 9522.0 ... -0.005881 p2601 p
5 2025-08-13 JD 3200.0 ... 0.0 jd2510 jd
6 2025-08-13 L 7428.33 ... -0.005698 l2601 l
7 2025-08-13 V 4834.0 ... 0.071369 v2601 v
8 2025-08-13 PP 7246.67 ... -0.018032 pp2601 pp
9 2025-08-13 JM 1401.25 ... -0.075825 jm2601 jm
10 2025-08-13 I 794.78 ... 0.004681 i2601 i
11 2025-08-13 EG 4480.0 ... -0.013839 eg2509 eg
12 2025-08-13 EB 7622.0 ... -0.042377 eb2509 eb
13 2025-08-13 PG 4682.5 ... -0.082541 pg2510 pg
14 2025-08-13 LH 13870.0 ... 0.017664 lh2511 lh
15 2025-08-13 BZ 6235.33 ... 0.002353 bz2603 bz
16 2025-08-13 CF 15204.17 ... -0.071965 CF601 CF
17 2025-08-13 SR 5956.67 ... -0.052155 SR601 SR
18 2025-08-13 TA 4731.88 ... 0.001716 TA601 TA
19 2025-08-13 OI 10185.0 ... -0.007953 OI601 OI
20 2025-08-13 MA 2373.33 ... 0.048316 MA601 MA
21 2025-08-13 FG 1158.4 ... 0.067852 FG601 FG
22 2025-08-13 RM 2691.67 ... -0.001735 RM601 RM
23 2025-08-13 SF 5511.43 ... 0.097719 SF511 SF
24 2025-08-13 SM 5920.0 ... 0.048986 SM601 SM
25 2025-08-13 CY 23600.0 ... -0.146822 CY511 CY
26 2025-08-13 UR 1777.5 ... -0.011533 UR601 UR
27 2025-08-13 SA 1302.5 ... 0.078695 SA601 SA
28 2025-08-13 PF 6483.33 ... -0.010694 PF510 PF
29 2025-08-13 PX 7000.0 ... -0.037429 PX511 PX
30 2025-08-13 SH 852.0 ... 1.920188 SH509 SH
31 2025-08-13 PR 5980.0 ... -0.007023 PR511 PR
32 2025-08-13 CU 79473.33 ... -0.001678 cu2509 cu
33 2025-08-13 AL 20776.67 ... 0.000882 al2509 al
34 2025-08-13 ZN 22548.0 ... 0.005411 zn2509 zn
35 2025-08-13 PB 16831.25 ... 0.00557 pb2509 pb
36 2025-08-13 NI 124133.33 ... -0.011144 ni2509 ni
37 2025-08-13 SN 270425.0 ... -0.001017 sn2509 sn
38 2025-08-13 AU 773.66 ... 0.003361 au2510 au
39 2025-08-13 AG 9202.67 ... 0.00134 ag2510 ag
40 2025-08-13 RB 3327.5 ... -0.023892 rb2510 rb
41 2025-08-13 WR 3490.0 ... -0.006304 wr2510 wr
42 2025-08-13 HC 3510.0 ... -0.010541 hc2510 hc
43 2025-08-13 FU 5337.5 ... -0.488899 fu2509 fu
44 2025-08-13 BU 3670.0 ... -0.048774 bu2510 bu
45 2025-08-13 RU 14858.33 ... 0.067751 ru2601 ru
46 2025-08-13 SP 5876.67 ... -0.09915 sp2511 sp
47 2025-08-13 SS 13312.5 ... -0.010329 ss2510 ss
48 2025-08-13 BR 11930.0 ... -0.005868 br2509 br
49 2025-08-13 SI 9630.0 ... -0.088785 SI2511 si
50 2025-08-13 LC 76400.0 ... 0.113351 LC2511 lc
51 2025-08-13 PS 48666.67 ... 0.069212 PS2511 ps
[52 rows x 15 columns]
2025-08-14 18:25:31,445 - future_1d - INFO - save future_spot 2025-08-13 completed
2025-08-14 18:25:36,719 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-14, end_day=2025-08-14) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-14 C 2320.0 ... -0.048707 c2511 c
1 2025-08-14 A 4300.0 ... -0.053256 a2511 a
2 2025-08-14 M 3126.0 ... 0.012156 m2601 m
3 2025-08-14 Y 8598.0 ... -0.005583 y2601 y
4 2025-08-14 P 9408.0 ... 0.004464 p2601 p
5 2025-08-14 JD 3200.0 ... -0.007188 jd2510 jd
6 2025-08-14 L 7453.33 ... -0.012522 l2601 l
7 2025-08-14 V 4828.0 ... 0.063587 v2601 v
8 2025-08-14 PP 7246.67 ... -0.021068 pp2601 pp
9 2025-08-14 JM 1441.25 ... -0.14935 jm2601 jm
10 2025-08-14 I 798.11 ... -0.017053 i2601 i
11 2025-08-14 EG 4470.0 ... -0.007606 eg2601 eg
12 2025-08-14 EB 7656.0 ... -0.049373 eb2509 eb
13 2025-08-14 PG 4680.0 ... -0.082906 pg2510 pg
14 2025-08-14 LH 13870.0 ... 0.00721 lh2511 lh
15 2025-08-14 BZ 6235.33 ... -0.004062 bz2603 bz
16 2025-08-14 CF 15223.17 ... -0.073452 CF601 CF
17 2025-08-14 SR 5966.67 ... -0.051397 SR601 SR
18 2025-08-14 TA 4717.5 ... -0.006253 TA601 TA
19 2025-08-14 OI 9956.67 ... -0.003281 OI601 OI
20 2025-08-14 MA 2346.67 ... 0.047868 MA601 MA
21 2025-08-14 FG 1158.4 ... 0.04886 FG601 FG
22 2025-08-14 RM 2646.67 ... -0.003276 RM601 RM
23 2025-08-14 SF 5514.29 ... 0.07974 SF511 SF
24 2025-08-14 SM 5900.0 ... 0.043729 SM601 SM
25 2025-08-14 CY 23600.0 ... -0.144492 CY511 CY
26 2025-08-14 UR 1765.0 ... -0.015864 UR601 UR
27 2025-08-14 SA 1290.0 ... 0.075194 SA601 SA
28 2025-08-14 PF 6469.67 ... -0.015097 PF510 PF
29 2025-08-14 PX 7000.0 ... -0.049714 PX511 PX
30 2025-08-14 SH 852.0 ... 2.123239 SH511 SH
31 2025-08-14 PR 5930.0 ... -0.008432 PR511 PR
32 2025-08-14 CU 79510.0 ... -0.004905 cu2509 cu
33 2025-08-14 AL 20730.0 ... -0.002171 al2510 al
34 2025-08-14 ZN 22506.0 ... 0.002177 zn2510 zn
35 2025-08-14 PB 16775.0 ... 0.002385 pb2509 pb
36 2025-08-14 NI 123800.0 ... -0.013328 ni2510 ni
37 2025-08-14 SN 269812.5 ... -0.004531 sn2509 sn
38 2025-08-14 AU 775.49 ... 0.004268 au2510 au
39 2025-08-14 AG 9313.0 ... 0.000644 ag2510 ag
40 2025-08-14 RB 3315.5 ... -0.034535 rb2510 rb
41 2025-08-14 WR 3442.5 ... -0.00305 wr2510 wr
42 2025-08-14 HC 3510.0 ... -0.022222 hc2510 hc
43 2025-08-14 FU 5337.5 ... -0.492646 fu2509 fu
44 2025-08-14 BU 3670.0 ... -0.052316 bu2510 bu
45 2025-08-14 RU 14775.0 ... 0.069036 ru2601 ru
46 2025-08-14 SP 5876.67 ... -0.097788 sp2511 sp
47 2025-08-14 SS 13312.5 ... -0.017465 ss2510 ss
48 2025-08-14 BR 12000.0 ... -0.018333 br2510 br
49 2025-08-14 SI 9630.0 ... -0.097092 SI2511 si
50 2025-08-14 LC 79400.0 ... 0.070529 LC2511 lc
51 2025-08-14 PS 48666.67 ... 0.037055 PS2511 ps
[52 rows x 15 columns]
2025-08-14 18:25:36,898 - future_1d - INFO - save future_spot 2025-08-14 add
2025-08-14 18:25:36,906 - future_1d - INFO - 3 ... 23
date 2025-08-14 ... 2025-08-14
variety Y ... SF
spot_price 8598.0 ... 5514.29
near_contract y2508 ... SF508
near_contract_price 8350.0 ... 5748.0
dominant_contract y2601 ... SF511
dominant_contract_price 8550.0 ... 5954.0
near_month 2508 ... 2508
dominant_month 2601 ... 2511
near_basis -248.0 ... 233.71
dom_basis -48.0 ... 439.71
near_basis_rate -0.0288 ... 0.0424
dom_basis_rate -0.0056 ... 0.0797
symbol y2601 ... SF511
comd y ... SF
created_at 2025-08-14 18:25:36.858966 ... 2025-08-14 18:25:36.858966
updated_at 2025-08-14 18:25:36.859336 ... 2025-08-14 18:25:36.859336
[17 rows x 5 columns]