=========================================================================
2025-09-22 16:25:46 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-09-22 16:25:48,555 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-22 16:25:48,895 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-16, end_day=2025-09-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-16 C 2294.29 ... -0.054609 c2511 c
1 2025-09-16 A 4305.0 ... -0.086179 a2511 a
2 2025-09-16 M 3056.0 ... -0.003272 m2601 m
3 2025-09-16 Y 8508.0 ... -0.010578 y2601 y
4 2025-09-16 P 9516.0 ... -0.003363 p2601 p
5 2025-09-16 JD 3935.0 ... -0.204066 jd2511 jd
6 2025-09-16 L 7395.0 ... -0.018256 l2601 l
7 2025-09-16 V 4704.0 ... 0.055272 v2601 v
8 2025-09-16 PP 7100.0 ... -0.015211 pp2601 pp
9 2025-09-16 JM 1406.25 ... -0.1264 jm2601 jm
10 2025-09-16 I 816.44 ... -0.0134 i2601 i
11 2025-09-16 EG 4458.33 ... -0.035962 eg2601 eg
12 2025-09-16 EB 7324.0 ... -0.021027 eb2511 eb
13 2025-09-16 PG 4662.5 ... -0.047721 pg2511 pg
14 2025-09-16 LH 13400.0 ... -0.014179 lh2511 lh
15 2025-09-16 BZ 6032.0 ... 0.007626 bz2603 bz
16 2025-09-16 CF 15299.83 ... -0.091493 CF601 CF
17 2025-09-16 SR 5865.0 ... -0.052856 SR601 SR
18 2025-09-16 TA 4633.75 ... 0.012571 TA601 TA
19 2025-09-16 OI 10166.67 ... -0.018263 OI601 OI
20 2025-09-16 MA 2286.67 ... 0.046937 MA601 MA
21 2025-09-16 FG 1120.0 ... 0.103571 FG601 FG
22 2025-09-16 RM 2655.0 ... -0.051977 RM601 RM
23 2025-09-16 SF 5245.71 ... 0.096515 SF511 SF
24 2025-09-16 SM 5752.0 ... 0.036509 SM601 SM
25 2025-09-16 CY 23550.0 ... -0.152229 CY511 CY
26 2025-09-16 UR 1665.0 ... 0.015616 UR601 UR
27 2025-09-16 SA 1262.5 ... 0.05901 SA601 SA
28 2025-09-16 PF 6478.34 ... -0.01518 PF511 PF
29 2025-09-16 PX 7200.0 ... -0.057222 PX511 PX
30 2025-09-16 SH 866.0 ... 1.993072 SH601 SH
31 2025-09-16 PR 5932.5 ... -0.012221 PR511 PR
32 2025-09-16 CU 81196.67 ... -0.001314 cu2511 cu
33 2025-09-16 AL 20960.0 ... 0.002385 al2511 al
34 2025-09-16 ZN 22218.0 ... 0.004366 zn2511 zn
35 2025-09-16 PB 17031.25 ... 0.002862 pb2510 pb
36 2025-09-16 NI 123750.0 ... -0.006626 ni2511 ni
37 2025-09-16 SN 272712.5 ... 0.000101 sn2510 sn
38 2025-09-16 AU 837.1 ... 0.004372 au2512 au
39 2025-09-16 AG 10110.33 ... 0.000066 ag2512 ag
40 2025-09-16 RB 3148.0 ... 0.005718 rb2601 rb
41 2025-09-16 WR 3352.5 ... -0.01387 wr2510 wr
42 2025-09-16 HC 3430.0 ... -0.007872 hc2601 hc
43 2025-09-16 FU 5412.5 ... -0.482864 fu2601 fu
44 2025-09-16 BU 3630.0 ... -0.056474 bu2511 bu
45 2025-09-16 RU 15166.67 ... 0.054945 ru2601 ru
46 2025-09-16 SP 5716.67 ... -0.11242 sp2511 sp
47 2025-09-16 SS 13092.5 ... -0.002864 ss2511 ss
48 2025-09-16 BR 11960.0 ... -0.024247 br2511 br
49 2025-09-16 SI 9560.0 ... -0.061715 SI2511 si
50 2025-09-16 LC 71683.33 ... 0.027017 LC2511 lc
51 2025-09-16 PS 50666.67 ... 0.078224 PS2511 ps
[52 rows x 15 columns]
2025-09-22 16:25:49,384 - future_1d - INFO - save future_spot 2025-09-16 completed
2025-09-22 16:25:53,442 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-17, end_day=2025-09-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-17 C 2291.43 ... -0.056048 c2511 c
1 2025-09-17 A 4305.0 ... -0.090825 a2511 a
2 2025-09-17 M 3040.0 ... -0.006908 m2601 m
3 2025-09-17 Y 8448.0 ... -0.003078 y2601 y
4 2025-09-17 P 9466.0 ... 0.002958 p2601 p
5 2025-09-17 JD 4000.0 ... -0.2225 jd2511 jd
6 2025-09-17 L 7396.67 ... -0.019964 l2601 l
7 2025-09-17 V 4704.0 ... 0.05591 v2601 v
8 2025-09-17 PP 7113.33 ... -0.018463 pp2601 pp
9 2025-09-17 JM 1448.75 ... -0.151337 jm2601 jm
10 2025-09-17 I 807.56 ... -0.008123 i2601 i
11 2025-09-17 EG 4458.33 ... -0.037981 eg2601 eg
12 2025-09-17 EB 7334.0 ... -0.021543 eb2511 eb
13 2025-09-17 PG 4662.5 ... -0.049651 pg2511 pg
14 2025-09-17 LH 13350.0 ... -0.022097 lh2511 lh
15 2025-09-17 BZ 6048.67 ... 0.003361 bz2603 bz
16 2025-09-17 CF 15320.5 ... -0.09174 CF601 CF
17 2025-09-17 SR 5868.33 ... -0.05629 SR601 SR
18 2025-09-17 TA 4649.0 ... 0.01054 TA601 TA
19 2025-09-17 OI 10136.67 ... -0.008057 OI601 OI
20 2025-09-17 MA 2282.5 ... 0.042716 MA601 MA
21 2025-09-17 FG 1144.0 ... 0.079545 FG601 FG
22 2025-09-17 RM 2606.67 ... -0.046676 RM601 RM
23 2025-09-17 SF 5318.57 ... 0.076605 SF511 SF
24 2025-09-17 SM 5756.0 ... 0.034746 SM601 SM
25 2025-09-17 CY 23550.0 ... -0.151805 CY511 CY
26 2025-09-17 UR 1672.5 ... 0.005082 UR601 UR
27 2025-09-17 SA 1262.5 ... 0.055842 SA601 SA
28 2025-09-17 PF 6480.0 ... -0.015123 PF511 PF
29 2025-09-17 PX 7200.0 ... -0.058056 PX511 PX
30 2025-09-17 SH 856.0 ... 2.029206 SH601 SH
31 2025-09-17 PR 5917.5 ... -0.010393 PR511 PR
32 2025-09-17 CU 80603.33 ... 0.00182 cu2511 cu
33 2025-09-17 AL 20906.67 ... 0.003507 al2511 al
34 2025-09-17 ZN 22146.0 ... 0.006277 zn2511 zn
35 2025-09-17 PB 17018.75 ... 0.003599 pb2510 pb
36 2025-09-17 NI 122900.0 ... -0.006021 ni2511 ni
37 2025-09-17 SN 272137.5 ... 0.0035 sn2510 sn
38 2025-09-17 AU 835.95 ... 0.0064 au2512 au
39 2025-09-17 AG 9927.0 ... 0.010376 ag2512 ag
40 2025-09-17 RB 3148.0 ... 0.002224 rb2601 rb
41 2025-09-17 WR 3350.0 ... -0.018507 wr2510 wr
42 2025-09-17 HC 3450.0 ... -0.01913 hc2601 hc
43 2025-09-17 FU 5425.0 ... -0.477788 fu2601 fu
44 2025-09-17 BU 3630.0 ... -0.052617 bu2511 bu
45 2025-09-17 RU 15091.67 ... 0.053561 ru2601 ru
46 2025-09-17 SP 5716.67 ... -0.115919 sp2511 sp
47 2025-09-17 SS 13092.5 ... -0.01203 ss2511 ss
48 2025-09-17 BR 11950.0 ... -0.027615 br2511 br
49 2025-09-17 SI 9580.0 ... -0.068372 SI2511 si
50 2025-09-17 LC 72183.33 ... 0.017132 LC2511 lc
51 2025-09-17 PS 50666.67 ... 0.05523 PS2511 ps
[52 rows x 15 columns]
2025-09-22 16:25:53,608 - future_1d - INFO - save future_spot 2025-09-17 completed
2025-09-22 16:26:02,693 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-18, end_day=2025-09-18) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-18 C 2287.14 ... -0.051217 c2511 c
1 2025-09-18 A 4300.0 ... -0.094884 a2511 a
2 2025-09-18 M 3012.0 ... -0.003652 m2601 m
3 2025-09-18 Y 8358.0 ... -0.006222 y2601 y
4 2025-09-18 P 9366.0 ... -0.002349 p2601 p
5 2025-09-18 JD 4000.0 ... -0.22025 jd2511 jd
6 2025-09-18 L 7395.0 ... -0.0238 l2601 l
7 2025-09-18 V 4679.0 ... 0.055567 v2601 v
8 2025-09-18 PP 7071.67 ... -0.016498 pp2601 pp
9 2025-09-18 JM 1448.75 ... -0.161001 jm2601 jm
10 2025-09-18 I 807.56 ... -0.008123 i2601 i
11 2025-09-18 EG 4450.0 ... -0.037753 eg2601 eg
12 2025-09-18 EB 7328.0 ... -0.032478 eb2511 eb
13 2025-09-18 PG 4630.0 ... -0.049676 pg2511 pg
14 2025-09-18 LH 13300.0 ... -0.031203 lh2511 lh
15 2025-09-18 BZ 6052.0 ... -0.005122 bz2603 bz
16 2025-09-18 CF 15329.5 ... -0.097492 CF601 CF
17 2025-09-18 SR 5871.67 ... -0.06398 SR601 SR
18 2025-09-18 TA 4644.0 ... 0.013781 TA601 TA
19 2025-09-18 OI 10106.67 ... -0.013919 OI601 OI
20 2025-09-18 MA 2261.67 ... 0.041708 MA601 MA
21 2025-09-18 FG 1142.4 ... 0.067052 FG601 FG
22 2025-09-18 RM 2606.67 ... -0.052815 RM601 RM
23 2025-09-18 SF 5318.57 ... 0.086758 SF511 SF
24 2025-09-18 SM 5766.0 ... 0.03642 SM601 SM
25 2025-09-18 CY 23550.0 ... -0.155839 CY511 CY
26 2025-09-18 UR 1672.5 ... -0.000897 UR601 UR
27 2025-09-18 SA 1262.5 ... 0.043168 SA601 SA
28 2025-09-18 PF 6481.88 ... -0.011706 PF511 PF
29 2025-09-18 PX 7200.0 ... -0.060556 PX511 PX
30 2025-09-18 SH 850.0 ... 2.058824 SH601 SH
31 2025-09-18 PR 5917.5 ... -0.006675 PR511 PR
32 2025-09-18 CU 80043.33 ... -0.00329 cu2511 cu
33 2025-09-18 AL 20906.67 ... -0.005341 al2511 al
34 2025-09-18 ZN 22006.0 ... 0.00359 zn2511 zn
35 2025-09-18 PB 17062.5 ... 0.003956 pb2511 pb
36 2025-09-18 NI 123016.67 ... -0.010703 ni2511 ni
37 2025-09-18 SN 270362.5 ... -0.000453 sn2510 sn
38 2025-09-18 AU 835.95 ... -0.002381 au2512 au
39 2025-09-18 AG 9927.0 ... -0.001914 ag2512 ag
40 2025-09-18 RB 3141.0 ... 0.002547 rb2601 rb
41 2025-09-18 WR 3342.5 ... -0.018998 wr2510 wr
42 2025-09-18 HC 3450.0 ... -0.023768 hc2601 hc
43 2025-09-18 FU 5450.0 ... -0.484954 fu2601 fu
44 2025-09-18 BU 3630.0 ... -0.053444 bu2511 bu
45 2025-09-18 RU 14850.0 ... 0.052525 ru2601 ru
46 2025-09-18 SP 5716.67 ... -0.123966 sp2511 sp
47 2025-09-18 SS 13092.5 ... -0.013939 ss2511 ss
48 2025-09-18 BR 11870.0 ... -0.034962 br2511 br
49 2025-09-18 SI 9600.0 ... -0.064583 SI2511 si
50 2025-09-18 LC 72633.33 ... 0.002019 LC2511 lc
51 2025-09-18 PS 52000.0 ... 0.022308 PS2511 ps
[52 rows x 15 columns]
2025-09-22 16:26:02,863 - future_1d - INFO - save future_spot 2025-09-18 completed
2025-09-22 16:26:11,145 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-19, end_day=2025-09-19) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-19 C 2287.14 ... -0.05078 c2511 c
1 2025-09-19 A 4300.0 ... -0.091628 a2511 a
2 2025-09-19 M 3012.0 ... -0.002656 m2601 m
3 2025-09-19 Y 8408.0 ... -0.008563 y2601 y
4 2025-09-19 P 9318.0 ... 0.002361 p2601 p
5 2025-09-19 JD 3960.0 ... -0.211616 jd2511 jd
6 2025-09-19 L 7386.67 ... -0.027843 l2601 l
7 2025-09-19 V 4680.0 ... 0.057479 v2601 v
8 2025-09-19 PP 7020.0 ... -0.014672 pp2601 pp
9 2025-09-19 JM 1448.75 ... -0.160656 jm2601 jm
10 2025-09-19 I 807.44 ... -0.002403 i2601 i
11 2025-09-19 EG 4428.33 ... -0.038238 eg2601 eg
12 2025-09-19 EB 7314.0 ... -0.03965 eb2511 eb
13 2025-09-19 PG 4602.5 ... -0.050951 pg2511 pg
14 2025-09-19 LH 13230.0 ... -0.029856 lh2511 lh
15 2025-09-19 BZ 6025.33 ... -0.007689 bz2603 bz
16 2025-09-19 CF 15292.67 ... -0.101203 CF601 CF
17 2025-09-19 SR 5865.0 ... -0.069054 SR601 SR
18 2025-09-19 TA 4631.25 ... 0.001457 TA601 TA
19 2025-09-19 OI 10203.33 ... -0.015419 OI601 OI
20 2025-09-19 MA 2262.0 ... 0.041556 MA601 MA
21 2025-09-19 FG 1142.4 ... 0.060924 FG601 FG
22 2025-09-19 RM 2633.33 ... -0.051391 RM601 RM
23 2025-09-19 SF 5338.57 ... 0.07969 SF511 SF
24 2025-09-19 SM 5760.0 ... 0.038194 SM601 SM
25 2025-09-19 CY 23550.0 ... -0.160297 CY511 CY
26 2025-09-19 UR 1670.0 ... -0.002395 UR601 UR
27 2025-09-19 SA 1262.5 ... 0.039208 SA601 SA
28 2025-09-19 PF 6459.17 ... -0.021546 PF511 PF
29 2025-09-19 PX 7200.0 ... -0.077778 PX511 PX
30 2025-09-19 SH 838.0 ... 2.130072 SH601 SH
31 2025-09-19 PR 5870.0 ... -0.012947 PR511 PR
32 2025-09-19 CU 80016.67 ... -0.002458 cu2511 cu
33 2025-09-19 AL 20826.67 ... -0.00032 al2511 al
34 2025-09-19 ZN 21988.0 ... 0.003275 zn2511 zn
35 2025-09-19 PB 17087.5 ... 0.004828 pb2511 pb
36 2025-09-19 NI 122950.0 ... -0.011631 ni2511 ni
37 2025-09-19 SN 269350.0 ... -0.001893 sn2511 sn
38 2025-09-19 AU 825.55 ... 0.005124 au2512 au
39 2025-09-19 AG 9878.33 ... 0.00604 ag2512 ag
40 2025-09-19 RB 3150.0 ... 0.00254 rb2601 rb
41 2025-09-19 WR 3342.5 ... -0.017801 wr2510 wr
42 2025-09-19 HC 3446.67 ... -0.024566 hc2601 hc
43 2025-09-19 FU 5450.0 ... -0.482936 fu2601 fu
44 2025-09-19 BU 3630.0 ... -0.056474 bu2511 bu
45 2025-09-19 RU 14858.33 ... 0.045205 ru2601 ru
46 2025-09-19 SP 5700.0 ... -0.119298 sp2511 sp
47 2025-09-19 SS 13112.5 ... -0.018494 ss2511 ss
48 2025-09-19 BR 11790.0 ... -0.027142 br2511 br
49 2025-09-19 SI 9600.0 ... -0.059896 SI2511 si
50 2025-09-19 LC 72883.33 ... 0.007912 LC2511 lc
51 2025-09-19 PS 52000.0 ... 0.0175 PS2511 ps
[52 rows x 15 columns]
2025-09-22 16:26:11,305 - future_1d - INFO - save future_spot 2025-09-19 completed
2025-09-22 16:26:20,295 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-22, end_day=2025-09-22) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-22 C 2288.57 ... -0.054868 c2511 c
1 2025-09-22 A 4300.0 ... -0.090465 a2511 a
2 2025-09-22 M 3012.0 ... 0.005976 m2601 m
3 2025-09-22 Y 8450.0 ... -0.012071 y2601 y
4 2025-09-22 P 9318.0 ... 0.000859 p2601 p
5 2025-09-22 JD 3900.0 ... -0.206154 jd2511 jd
6 2025-09-22 L 7355.0 ... -0.027464 l2601 l
7 2025-09-22 V 4652.0 ... 0.065133 v2601 v
8 2025-09-22 PP 7020.0 ... -0.017806 pp2601 pp
9 2025-09-22 JM 1448.75 ... -0.151682 jm2601 jm
10 2025-09-22 I 819.0 ... -0.007937 i2601 i
11 2025-09-22 EG 4428.33 ... -0.040496 eg2601 eg
12 2025-09-22 EB 7314.0 ... -0.049494 eb2511 eb
13 2025-09-22 PG 4597.5 ... -0.066232 pg2511 pg
14 2025-09-22 LH 13130.0 ... -0.020944 lh2511 lh
15 2025-09-22 BZ 6005.33 ... -0.013876 bz2603 bz
16 2025-09-22 CF 15242.17 ... -0.105442 CF601 CF
17 2025-09-22 SR 5836.67 ... -0.064364 SR601 SR
18 2025-09-22 TA 4626.25 ... -0.006539 TA601 TA
19 2025-09-22 OI 10278.33 ... -0.017156 OI601 OI
20 2025-09-22 MA 2255.0 ... 0.043459 MA601 MA
21 2025-09-22 FG 1142.4 ... 0.060924 FG601 FG
22 2025-09-22 RM 2633.33 ... -0.0381 RM601 RM
23 2025-09-22 SF 5351.43 ... 0.063641 SF511 SF
24 2025-09-22 SM 5746.0 ... 0.024017 SM601 SM
25 2025-09-22 CY 23550.0 ... -0.164968 CY511 CY
26 2025-09-22 UR 1655.0 ... 0.001813 UR601 UR
27 2025-09-22 SA 1262.5 ... 0.035248 SA601 SA
28 2025-09-22 PF 6442.08 ... -0.02547 PF511 PF
29 2025-09-22 PX 7200.0 ... -0.083056 PX511 PX
30 2025-09-22 SH 838.0 ... 2.128878 SH601 SH
31 2025-09-22 PR 5850.0 ... -0.016068 PR511 PR
32 2025-09-22 CU 80233.33 ... -0.001413 cu2511 cu
33 2025-09-22 AL 20826.67 ... -0.002721 al2511 al
34 2025-09-22 ZN 21950.0 ... 0.00205 zn2511 zn
35 2025-09-22 PB 17081.25 ... 0.00461 pb2511 pb
36 2025-09-22 NI 122950.0 ... -0.010736 ni2511 ni
37 2025-09-22 SN 271650.0 ... 0.000699 sn2511 sn
38 2025-09-22 AU 828.99 ... 0.011761 au2512 au
39 2025-09-22 AG 9878.33 ... 0.029324 ag2512 ag
40 2025-09-22 RB 3167.5 ... 0.006156 rb2601 rb
41 2025-09-22 WR 3410.0 ... -0.035484 wr2510 wr
42 2025-09-22 HC 3460.0 ... -0.021676 hc2601 hc
43 2025-09-22 FU 5437.5 ... -0.489103 fu2601 fu
44 2025-09-22 BU 3616.67 ... -0.056038 bu2511 bu
45 2025-09-22 RU 14908.33 ... 0.043712 ru2601 ru
46 2025-09-22 SP 5700.0 ... -0.121754 sp2511 sp
47 2025-09-22 SS 13092.5 ... -0.013939 ss2511 ss
48 2025-09-22 BR 11790.0 ... -0.025021 br2511 br
49 2025-09-22 SI 9700.0 ... -0.058247 SI2511 si
50 2025-09-22 LC 73266.67 ... 0.007006 LC2511 lc
51 2025-09-22 PS 52000.0 ... -0.00625 PS2511 ps
[52 rows x 15 columns]
2025-09-22 16:26:20,519 - future_1d - INFO - save future_spot 2025-09-22 add
2025-09-22 16:26:20,527 - future_1d - INFO - 0 ... 4
date 2025-09-22 ... 2025-09-22
variety C ... P
spot_price 2288.57 ... 9318.0
near_contract c2511 ... p2510
near_contract_price 2163.0 ... 9244.0
dominant_contract c2511 ... p2601
dominant_contract_price 2163.0 ... 9326.0
near_month 2511 ... 2510
dominant_month 2511 ... 2601
near_basis -125.57 ... -74.0
dom_basis -125.57 ... 8.0
near_basis_rate -0.0549 ... -0.0079
dom_basis_rate -0.0549 ... 0.0009
symbol c2511 ... p2601
comd c ... p
created_at 2025-09-22 16:26:20.436520 ... 2025-09-22 16:26:20.436520
updated_at 2025-09-22 16:26:20.436920 ... 2025-09-22 16:26:20.436920
[17 rows x 5 columns]
=========================================================================
2025-09-22 18:25:33 Mon START TASK.01 future_1d future_spot
=========================================================================
2025-09-22 18:25:35,792 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-22 18:25:36,128 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-16, end_day=2025-09-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-16 C 2294.29 ... -0.054609 c2511 c
1 2025-09-16 A 4305.0 ... -0.086179 a2511 a
2 2025-09-16 M 3056.0 ... -0.003272 m2601 m
3 2025-09-16 Y 8508.0 ... -0.010578 y2601 y
4 2025-09-16 P 9516.0 ... -0.003363 p2601 p
5 2025-09-16 JD 3935.0 ... -0.204066 jd2511 jd
6 2025-09-16 L 7395.0 ... -0.018256 l2601 l
7 2025-09-16 V 4704.0 ... 0.055272 v2601 v
8 2025-09-16 PP 7100.0 ... -0.015211 pp2601 pp
9 2025-09-16 JM 1406.25 ... -0.1264 jm2601 jm
10 2025-09-16 I 816.44 ... -0.0134 i2601 i
11 2025-09-16 EG 4458.33 ... -0.035962 eg2601 eg
12 2025-09-16 EB 7324.0 ... -0.021027 eb2511 eb
13 2025-09-16 PG 4662.5 ... -0.047721 pg2511 pg
14 2025-09-16 LH 13400.0 ... -0.014179 lh2511 lh
15 2025-09-16 BZ 6032.0 ... 0.007626 bz2603 bz
16 2025-09-16 CF 15299.83 ... -0.091493 CF601 CF
17 2025-09-16 SR 5865.0 ... -0.052856 SR601 SR
18 2025-09-16 TA 4633.75 ... 0.012571 TA601 TA
19 2025-09-16 OI 10166.67 ... -0.018263 OI601 OI
20 2025-09-16 MA 2286.67 ... 0.046937 MA601 MA
21 2025-09-16 FG 1120.0 ... 0.103571 FG601 FG
22 2025-09-16 RM 2655.0 ... -0.051977 RM601 RM
23 2025-09-16 SF 5245.71 ... 0.096515 SF511 SF
24 2025-09-16 SM 5752.0 ... 0.036509 SM601 SM
25 2025-09-16 CY 23550.0 ... -0.152229 CY511 CY
26 2025-09-16 UR 1665.0 ... 0.015616 UR601 UR
27 2025-09-16 SA 1262.5 ... 0.05901 SA601 SA
28 2025-09-16 PF 6478.34 ... -0.01518 PF511 PF
29 2025-09-16 PX 7200.0 ... -0.057222 PX511 PX
30 2025-09-16 SH 866.0 ... 1.993072 SH601 SH
31 2025-09-16 PR 5932.5 ... -0.012221 PR511 PR
32 2025-09-16 CU 81196.67 ... -0.001314 cu2511 cu
33 2025-09-16 AL 20960.0 ... 0.002385 al2511 al
34 2025-09-16 ZN 22218.0 ... 0.004366 zn2511 zn
35 2025-09-16 PB 17031.25 ... 0.002862 pb2510 pb
36 2025-09-16 NI 123750.0 ... -0.006626 ni2511 ni
37 2025-09-16 SN 272712.5 ... 0.000101 sn2510 sn
38 2025-09-16 AU 837.1 ... 0.004372 au2512 au
39 2025-09-16 AG 10110.33 ... 0.000066 ag2512 ag
40 2025-09-16 RB 3148.0 ... 0.005718 rb2601 rb
41 2025-09-16 WR 3352.5 ... -0.01387 wr2510 wr
42 2025-09-16 HC 3430.0 ... -0.007872 hc2601 hc
43 2025-09-16 FU 5412.5 ... -0.482864 fu2601 fu
44 2025-09-16 BU 3630.0 ... -0.056474 bu2511 bu
45 2025-09-16 RU 15166.67 ... 0.054945 ru2601 ru
46 2025-09-16 SP 5716.67 ... -0.11242 sp2511 sp
47 2025-09-16 SS 13092.5 ... -0.002864 ss2511 ss
48 2025-09-16 BR 11960.0 ... -0.024247 br2511 br
49 2025-09-16 SI 9560.0 ... -0.061715 SI2511 si
50 2025-09-16 LC 71683.33 ... 0.027017 LC2511 lc
51 2025-09-16 PS 50666.67 ... 0.078224 PS2511 ps
[52 rows x 15 columns]
2025-09-22 18:25:36,308 - future_1d - INFO - save future_spot 2025-09-16 completed
2025-09-22 18:25:45,441 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-17, end_day=2025-09-17) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-17 C 2291.43 ... -0.056048 c2511 c
1 2025-09-17 A 4305.0 ... -0.090825 a2511 a
2 2025-09-17 M 3040.0 ... -0.006908 m2601 m
3 2025-09-17 Y 8448.0 ... -0.003078 y2601 y
4 2025-09-17 P 9466.0 ... 0.002958 p2601 p
5 2025-09-17 JD 4000.0 ... -0.2225 jd2511 jd
6 2025-09-17 L 7396.67 ... -0.019964 l2601 l
7 2025-09-17 V 4704.0 ... 0.05591 v2601 v
8 2025-09-17 PP 7113.33 ... -0.018463 pp2601 pp
9 2025-09-17 JM 1448.75 ... -0.151337 jm2601 jm
10 2025-09-17 I 807.56 ... -0.008123 i2601 i
11 2025-09-17 EG 4458.33 ... -0.037981 eg2601 eg
12 2025-09-17 EB 7334.0 ... -0.021543 eb2511 eb
13 2025-09-17 PG 4662.5 ... -0.049651 pg2511 pg
14 2025-09-17 LH 13350.0 ... -0.022097 lh2511 lh
15 2025-09-17 BZ 6048.67 ... 0.003361 bz2603 bz
16 2025-09-17 CF 15320.5 ... -0.09174 CF601 CF
17 2025-09-17 SR 5868.33 ... -0.05629 SR601 SR
18 2025-09-17 TA 4649.0 ... 0.01054 TA601 TA
19 2025-09-17 OI 10136.67 ... -0.008057 OI601 OI
20 2025-09-17 MA 2282.5 ... 0.042716 MA601 MA
21 2025-09-17 FG 1144.0 ... 0.079545 FG601 FG
22 2025-09-17 RM 2606.67 ... -0.046676 RM601 RM
23 2025-09-17 SF 5318.57 ... 0.076605 SF511 SF
24 2025-09-17 SM 5756.0 ... 0.034746 SM601 SM
25 2025-09-17 CY 23550.0 ... -0.151805 CY511 CY
26 2025-09-17 UR 1672.5 ... 0.005082 UR601 UR
27 2025-09-17 SA 1262.5 ... 0.055842 SA601 SA
28 2025-09-17 PF 6480.0 ... -0.015123 PF511 PF
29 2025-09-17 PX 7200.0 ... -0.058056 PX511 PX
30 2025-09-17 SH 856.0 ... 2.029206 SH601 SH
31 2025-09-17 PR 5917.5 ... -0.010393 PR511 PR
32 2025-09-17 CU 80603.33 ... 0.00182 cu2511 cu
33 2025-09-17 AL 20906.67 ... 0.003507 al2511 al
34 2025-09-17 ZN 22146.0 ... 0.006277 zn2511 zn
35 2025-09-17 PB 17018.75 ... 0.003599 pb2510 pb
36 2025-09-17 NI 122900.0 ... -0.006021 ni2511 ni
37 2025-09-17 SN 272137.5 ... 0.0035 sn2510 sn
38 2025-09-17 AU 835.95 ... 0.0064 au2512 au
39 2025-09-17 AG 9927.0 ... 0.010376 ag2512 ag
40 2025-09-17 RB 3148.0 ... 0.002224 rb2601 rb
41 2025-09-17 WR 3350.0 ... -0.018507 wr2510 wr
42 2025-09-17 HC 3450.0 ... -0.01913 hc2601 hc
43 2025-09-17 FU 5425.0 ... -0.477788 fu2601 fu
44 2025-09-17 BU 3630.0 ... -0.052617 bu2511 bu
45 2025-09-17 RU 15091.67 ... 0.053561 ru2601 ru
46 2025-09-17 SP 5716.67 ... -0.115919 sp2511 sp
47 2025-09-17 SS 13092.5 ... -0.01203 ss2511 ss
48 2025-09-17 BR 11950.0 ... -0.027615 br2511 br
49 2025-09-17 SI 9580.0 ... -0.068372 SI2511 si
50 2025-09-17 LC 72183.33 ... 0.017132 LC2511 lc
51 2025-09-17 PS 50666.67 ... 0.05523 PS2511 ps
[52 rows x 15 columns]
2025-09-22 18:25:45,605 - future_1d - INFO - save future_spot 2025-09-17 completed
2025-09-22 18:25:52,854 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-18, end_day=2025-09-18) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-18 C 2287.14 ... -0.051217 c2511 c
1 2025-09-18 A 4300.0 ... -0.094884 a2511 a
2 2025-09-18 M 3012.0 ... -0.003652 m2601 m
3 2025-09-18 Y 8358.0 ... -0.006222 y2601 y
4 2025-09-18 P 9366.0 ... -0.002349 p2601 p
5 2025-09-18 JD 4000.0 ... -0.22025 jd2511 jd
6 2025-09-18 L 7395.0 ... -0.0238 l2601 l
7 2025-09-18 V 4679.0 ... 0.055567 v2601 v
8 2025-09-18 PP 7071.67 ... -0.016498 pp2601 pp
9 2025-09-18 JM 1448.75 ... -0.161001 jm2601 jm
10 2025-09-18 I 807.56 ... -0.008123 i2601 i
11 2025-09-18 EG 4450.0 ... -0.037753 eg2601 eg
12 2025-09-18 EB 7328.0 ... -0.032478 eb2511 eb
13 2025-09-18 PG 4630.0 ... -0.049676 pg2511 pg
14 2025-09-18 LH 13300.0 ... -0.031203 lh2511 lh
15 2025-09-18 BZ 6052.0 ... -0.005122 bz2603 bz
16 2025-09-18 CF 15329.5 ... -0.097492 CF601 CF
17 2025-09-18 SR 5871.67 ... -0.06398 SR601 SR
18 2025-09-18 TA 4644.0 ... 0.013781 TA601 TA
19 2025-09-18 OI 10106.67 ... -0.013919 OI601 OI
20 2025-09-18 MA 2261.67 ... 0.041708 MA601 MA
21 2025-09-18 FG 1142.4 ... 0.067052 FG601 FG
22 2025-09-18 RM 2606.67 ... -0.052815 RM601 RM
23 2025-09-18 SF 5318.57 ... 0.086758 SF511 SF
24 2025-09-18 SM 5766.0 ... 0.03642 SM601 SM
25 2025-09-18 CY 23550.0 ... -0.155839 CY511 CY
26 2025-09-18 UR 1672.5 ... -0.000897 UR601 UR
27 2025-09-18 SA 1262.5 ... 0.043168 SA601 SA
28 2025-09-18 PF 6481.88 ... -0.011706 PF511 PF
29 2025-09-18 PX 7200.0 ... -0.060556 PX511 PX
30 2025-09-18 SH 850.0 ... 2.058824 SH601 SH
31 2025-09-18 PR 5917.5 ... -0.006675 PR511 PR
32 2025-09-18 CU 80043.33 ... -0.00329 cu2511 cu
33 2025-09-18 AL 20906.67 ... -0.005341 al2511 al
34 2025-09-18 ZN 22006.0 ... 0.00359 zn2511 zn
35 2025-09-18 PB 17062.5 ... 0.003956 pb2511 pb
36 2025-09-18 NI 123016.67 ... -0.010703 ni2511 ni
37 2025-09-18 SN 270362.5 ... -0.000453 sn2510 sn
38 2025-09-18 AU 835.95 ... -0.002381 au2512 au
39 2025-09-18 AG 9927.0 ... -0.001914 ag2512 ag
40 2025-09-18 RB 3141.0 ... 0.002547 rb2601 rb
41 2025-09-18 WR 3342.5 ... -0.018998 wr2510 wr
42 2025-09-18 HC 3450.0 ... -0.023768 hc2601 hc
43 2025-09-18 FU 5450.0 ... -0.484954 fu2601 fu
44 2025-09-18 BU 3630.0 ... -0.053444 bu2511 bu
45 2025-09-18 RU 14850.0 ... 0.052525 ru2601 ru
46 2025-09-18 SP 5716.67 ... -0.123966 sp2511 sp
47 2025-09-18 SS 13092.5 ... -0.013939 ss2511 ss
48 2025-09-18 BR 11870.0 ... -0.034962 br2511 br
49 2025-09-18 SI 9600.0 ... -0.064583 SI2511 si
50 2025-09-18 LC 72633.33 ... 0.002019 LC2511 lc
51 2025-09-18 PS 52000.0 ... 0.022308 PS2511 ps
[52 rows x 15 columns]
2025-09-22 18:25:53,014 - future_1d - INFO - save future_spot 2025-09-18 completed
2025-09-22 18:26:02,989 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-19, end_day=2025-09-19) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-19 C 2287.14 ... -0.05078 c2511 c
1 2025-09-19 A 4300.0 ... -0.091628 a2511 a
2 2025-09-19 M 3012.0 ... -0.002656 m2601 m
3 2025-09-19 Y 8408.0 ... -0.008563 y2601 y
4 2025-09-19 P 9318.0 ... 0.002361 p2601 p
5 2025-09-19 JD 3960.0 ... -0.211616 jd2511 jd
6 2025-09-19 L 7386.67 ... -0.027843 l2601 l
7 2025-09-19 V 4680.0 ... 0.057479 v2601 v
8 2025-09-19 PP 7020.0 ... -0.014672 pp2601 pp
9 2025-09-19 JM 1448.75 ... -0.160656 jm2601 jm
10 2025-09-19 I 807.44 ... -0.002403 i2601 i
11 2025-09-19 EG 4428.33 ... -0.038238 eg2601 eg
12 2025-09-19 EB 7314.0 ... -0.03965 eb2511 eb
13 2025-09-19 PG 4602.5 ... -0.050951 pg2511 pg
14 2025-09-19 LH 13230.0 ... -0.029856 lh2511 lh
15 2025-09-19 BZ 6025.33 ... -0.007689 bz2603 bz
16 2025-09-19 CF 15292.67 ... -0.101203 CF601 CF
17 2025-09-19 SR 5865.0 ... -0.069054 SR601 SR
18 2025-09-19 TA 4631.25 ... 0.001457 TA601 TA
19 2025-09-19 OI 10203.33 ... -0.015419 OI601 OI
20 2025-09-19 MA 2262.0 ... 0.041556 MA601 MA
21 2025-09-19 FG 1142.4 ... 0.060924 FG601 FG
22 2025-09-19 RM 2633.33 ... -0.051391 RM601 RM
23 2025-09-19 SF 5338.57 ... 0.07969 SF511 SF
24 2025-09-19 SM 5760.0 ... 0.038194 SM601 SM
25 2025-09-19 CY 23550.0 ... -0.160297 CY511 CY
26 2025-09-19 UR 1670.0 ... -0.002395 UR601 UR
27 2025-09-19 SA 1262.5 ... 0.039208 SA601 SA
28 2025-09-19 PF 6459.17 ... -0.021546 PF511 PF
29 2025-09-19 PX 7200.0 ... -0.077778 PX511 PX
30 2025-09-19 SH 838.0 ... 2.130072 SH601 SH
31 2025-09-19 PR 5870.0 ... -0.012947 PR511 PR
32 2025-09-19 CU 80016.67 ... -0.002458 cu2511 cu
33 2025-09-19 AL 20826.67 ... -0.00032 al2511 al
34 2025-09-19 ZN 21988.0 ... 0.003275 zn2511 zn
35 2025-09-19 PB 17087.5 ... 0.004828 pb2511 pb
36 2025-09-19 NI 122950.0 ... -0.011631 ni2511 ni
37 2025-09-19 SN 269350.0 ... -0.001893 sn2511 sn
38 2025-09-19 AU 825.55 ... 0.005124 au2512 au
39 2025-09-19 AG 9878.33 ... 0.00604 ag2512 ag
40 2025-09-19 RB 3150.0 ... 0.00254 rb2601 rb
41 2025-09-19 WR 3342.5 ... -0.017801 wr2510 wr
42 2025-09-19 HC 3446.67 ... -0.024566 hc2601 hc
43 2025-09-19 FU 5450.0 ... -0.482936 fu2601 fu
44 2025-09-19 BU 3630.0 ... -0.056474 bu2511 bu
45 2025-09-19 RU 14858.33 ... 0.045205 ru2601 ru
46 2025-09-19 SP 5700.0 ... -0.119298 sp2511 sp
47 2025-09-19 SS 13112.5 ... -0.018494 ss2511 ss
48 2025-09-19 BR 11790.0 ... -0.027142 br2511 br
49 2025-09-19 SI 9600.0 ... -0.059896 SI2511 si
50 2025-09-19 LC 72883.33 ... 0.007912 LC2511 lc
51 2025-09-19 PS 52000.0 ... 0.0175 PS2511 ps
[52 rows x 15 columns]
2025-09-22 18:26:03,146 - future_1d - INFO - save future_spot 2025-09-19 completed
2025-09-22 18:26:12,682 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-22, end_day=2025-09-22) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-22 C 2288.57 ... -0.054868 c2511 c
1 2025-09-22 A 4300.0 ... -0.090465 a2511 a
2 2025-09-22 M 3038.0 ... -0.002633 m2601 m
3 2025-09-22 Y 8450.0 ... -0.012071 y2601 y
4 2025-09-22 P 9372.0 ... -0.004908 p2601 p
5 2025-09-22 JD 3900.0 ... -0.206154 jd2511 jd
6 2025-09-22 L 7355.0 ... -0.027464 l2601 l
7 2025-09-22 V 4652.0 ... 0.065133 v2601 v
8 2025-09-22 PP 7020.0 ... -0.017806 pp2601 pp
9 2025-09-22 JM 1448.75 ... -0.151682 jm2601 jm
10 2025-09-22 I 819.0 ... -0.007937 i2601 i
11 2025-09-22 EG 4415.0 ... -0.037599 eg2601 eg
12 2025-09-22 EB 7184.0 ... -0.032294 eb2511 eb
13 2025-09-22 PG 4597.5 ... -0.066232 pg2511 pg
14 2025-09-22 LH 13130.0 ... -0.020944 lh2511 lh
15 2025-09-22 BZ 6005.33 ... -0.013876 bz2603 bz
16 2025-09-22 CF 15242.17 ... -0.105442 CF601 CF
17 2025-09-22 SR 5836.67 ... -0.064364 SR601 SR
18 2025-09-22 TA 4626.25 ... -0.006539 TA601 TA
19 2025-09-22 OI 10278.33 ... -0.017156 OI601 OI
20 2025-09-22 MA 2255.0 ... 0.043459 MA601 MA
21 2025-09-22 FG 1144.0 ... 0.059441 FG601 FG
22 2025-09-22 RM 2633.33 ... -0.0381 RM601 RM
23 2025-09-22 SF 5351.43 ... 0.063641 SF511 SF
24 2025-09-22 SM 5746.0 ... 0.024017 SM601 SM
25 2025-09-22 CY 23550.0 ... -0.164968 CY511 CY
26 2025-09-22 UR 1655.0 ... 0.001813 UR601 UR
27 2025-09-22 SA 1262.5 ... 0.035248 SA601 SA
28 2025-09-22 PF 6442.08 ... -0.02547 PF511 PF
29 2025-09-22 PX 7200.0 ... -0.083056 PX511 PX
30 2025-09-22 SH 838.0 ... 2.128878 SH601 SH
31 2025-09-22 PR 5850.0 ... -0.016068 PR511 PR
32 2025-09-22 CU 80233.33 ... -0.001413 cu2511 cu
33 2025-09-22 AL 20826.67 ... -0.002721 al2511 al
34 2025-09-22 ZN 21942.0 ... 0.002415 zn2511 zn
35 2025-09-22 PB 17081.25 ... 0.00461 pb2511 pb
36 2025-09-22 NI 122750.0 ... -0.009124 ni2511 ni
37 2025-09-22 SN 272325.0 ... -0.001781 sn2511 sn
38 2025-09-22 AU 837.2 ... 0.001839 au2512 au
39 2025-09-22 AG 10177.33 ... -0.000917 ag2512 ag
40 2025-09-22 RB 3167.5 ... 0.006156 rb2601 rb
41 2025-09-22 WR 3410.0 ... -0.035484 wr2510 wr
42 2025-09-22 HC 3460.0 ... -0.021676 hc2601 hc
43 2025-09-22 FU 5437.5 ... -0.489103 fu2601 fu
44 2025-09-22 BU 3616.67 ... -0.056038 bu2511 bu
45 2025-09-22 RU 14908.33 ... 0.043712 ru2601 ru
46 2025-09-22 SP 5700.0 ... -0.121754 sp2511 sp
47 2025-09-22 SS 13092.5 ... -0.013939 ss2511 ss
48 2025-09-22 BR 11790.0 ... -0.025021 br2511 br
49 2025-09-22 SI 9700.0 ... -0.058247 SI2511 si
50 2025-09-22 LC 73266.67 ... 0.007006 LC2511 lc
51 2025-09-22 PS 52000.0 ... -0.00625 PS2511 ps
[52 rows x 15 columns]
2025-09-22 18:26:12,859 - future_1d - INFO - save future_spot 2025-09-22 add
2025-09-22 18:26:12,867 - future_1d - INFO - 2 ... 21
date 2025-09-22 ... 2025-09-22
variety M ... FG
spot_price 3038.0 ... 1144.0
near_contract m2511 ... FG510
near_contract_price 3003.0 ... 1089.0
dominant_contract m2601 ... FG601
dominant_contract_price 3030.0 ... 1212.0
near_month 2511 ... 2510
dominant_month 2601 ... 2601
near_basis -35.0 ... -55.0
dom_basis -8.0 ... 68.0
near_basis_rate -0.0115 ... -0.0481
dom_basis_rate -0.0026 ... 0.0594
symbol m2601 ... FG601
comd m ... FG
created_at 2025-09-22 18:26:12.824406 ... 2025-09-22 18:26:12.824406
updated_at 2025-09-22 18:26:12.824809 ... 2025-09-22 18:26:12.824809
[17 rows x 5 columns]