=========================================================================
2025-09-23 16:25:26 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-09-23 16:25:28,857 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-23 16:25:29,201 - 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]
2025-09-23 16:25:29,381 - future_1d - INFO - save future_spot 2025-09-17 completed
2025-09-23 16:25:33,305 - 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]
2025-09-23 16:25:33,469 - future_1d - INFO - save future_spot 2025-09-18 completed
2025-09-23 16:25:39,276 - 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]
2025-09-23 16:25:39,436 - future_1d - INFO - save future_spot 2025-09-19 completed
2025-09-23 16:25:43,578 - 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]
2025-09-23 16:25:43,739 - future_1d - INFO - save future_spot 2025-09-22 completed
2025-09-23 16:25:52,848 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-23, end_day=2025-09-23) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-23 C 2288.57 ... -0.060112 c2511 c
1 2025-09-23 A 4300.0 ... -0.098605 a2511 a
2 2025-09-23 M 3038.0 ... -0.02765 m2601 m
3 2025-09-23 Y 8150.0 ... -0.001718 y2601 y
4 2025-09-23 P 9372.0 ... -0.030516 p2601 p
5 2025-09-23 JD 3875.0 ... -0.207742 jd2511 jd
6 2025-09-23 L 7350.0 ... -0.032925 l2601 l
7 2025-09-23 V 4630.0 ... 0.058963 v2601 v
8 2025-09-23 PP 6961.67 ... -0.016041 pp2601 pp
9 2025-09-23 JM 1463.75 ... -0.173698 jm2601 jm
10 2025-09-23 I 813.67 ... -0.012499 i2601 i
11 2025-09-23 EG 4415.0 ... -0.045527 eg2601 eg
12 2025-09-23 EB 7178.0 ... -0.043605 eb2511 eb
13 2025-09-23 PG 4600.0 ... -0.076739 pg2511 pg
14 2025-09-23 LH 13070.0 ... -0.026014 lh2511 lh
15 2025-09-23 BZ 6005.33 ... -0.023368 bz2603 bz
16 2025-09-23 CF 15160.33 ... -0.10655 CF601 CF
17 2025-09-23 SR 5830.0 ... -0.066895 SR601 SR
18 2025-09-23 TA 4618.75 ... -0.014885 TA601 TA
19 2025-09-23 OI 10136.67 ... -0.010918 OI601 OI
20 2025-09-23 MA 2255.0 ... 0.037694 MA601 MA
21 2025-09-23 FG 1144.0 ... 0.032343 FG601 FG
22 2025-09-23 RM 2583.33 ... -0.044644 RM601 RM
23 2025-09-23 SF 5351.43 ... 0.063641 SF511 SF
24 2025-09-23 SM 5708.0 ... 0.031885 SM601 SM
25 2025-09-23 CY 23550.0 ... -0.16603 CY511 CY
26 2025-09-23 UR 1655.0 ... 0.001813 UR601 UR
27 2025-09-23 SA 1262.5 ... 0.012277 SA601 SA
28 2025-09-23 PF 6404.79 ... -0.026666 PF511 PF
29 2025-09-23 PX 7200.0 ... -0.0925 PX511 PX
30 2025-09-23 SH 836.0 ... 2.05622 SH601 SH
31 2025-09-23 PR 5850.0 ... -0.024274 PR511 PR
32 2025-09-23 CU 80018.33 ... -0.000979 cu2511 cu
33 2025-09-23 AL 20763.33 ... -0.003773 al2511 al
34 2025-09-23 ZN 21868.0 ... 0.003978 zn2511 zn
35 2025-09-23 PB 17050.0 ... 0.004399 pb2511 pb
36 2025-09-23 NI 122000.0 ... -0.006803 ni2511 ni
37 2025-09-23 SN 270862.5 ... -0.001006 sn2511 sn
38 2025-09-23 AU 837.2 ... 0.016722 au2512 au
39 2025-09-23 AG 10177.33 ... 0.013134 ag2512 ag
40 2025-09-23 RB 3156.0 ... 0.002218 rb2601 rb
41 2025-09-23 WR 3375.0 ... -0.02963 wr2510 wr
42 2025-09-23 HC 3443.33 ... -0.027395 hc2601 hc
43 2025-09-23 FU 5400.0 ... -0.489259 fu2601 fu
44 2025-09-23 BU 3623.33 ... -0.067984 bu2511 bu
45 2025-09-23 RU 14883.33 ... 0.046137 ru2601 ru
46 2025-09-23 SP 5700.0 ... -0.121754 sp2511 sp
47 2025-09-23 SS 13092.5 ... -0.014321 ss2511 ss
48 2025-09-23 BR 11790.0 ... -0.026293 br2511 br
49 2025-09-23 SI 9700.0 ... -0.077835 SI2511 si
50 2025-09-23 LC 73266.67 ... 0.002639 LC2511 lc
51 2025-09-23 PS 52000.0 ... -0.035192 PS2511 ps
[52 rows x 15 columns]
2025-09-23 16:25:53,024 - future_1d - INFO - save future_spot 2025-09-23 add
2025-09-23 16:25:53,032 - future_1d - INFO - 0 ... 4
date 2025-09-23 ... 2025-09-23
variety C ... P
spot_price 2288.57 ... 9372.0
near_contract c2511 ... p2510
near_contract_price 2151.0 ... 8948.0
dominant_contract c2511 ... p2601
dominant_contract_price 2151.0 ... 9086.0
near_month 2511 ... 2510
dominant_month 2511 ... 2601
near_basis -137.57 ... -424.0
dom_basis -137.57 ... -286.0
near_basis_rate -0.0601 ... -0.0452
dom_basis_rate -0.0601 ... -0.0305
symbol c2511 ... p2601
comd c ... p
created_at 2025-09-23 16:25:52.982771 ... 2025-09-23 16:25:52.982771
updated_at 2025-09-23 16:25:52.983150 ... 2025-09-23 16:25:52.983150
[17 rows x 5 columns]
=========================================================================
2025-09-23 18:25:50 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-09-23 18:25:52,433 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-23 18:25:52,758 - 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]
2025-09-23 18:25:52,937 - future_1d - INFO - save future_spot 2025-09-17 completed
2025-09-23 18:25:57,997 - 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]
2025-09-23 18:25:58,156 - future_1d - INFO - save future_spot 2025-09-18 completed
2025-09-23 18:26:04,423 - 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]
2025-09-23 18:26:04,579 - future_1d - INFO - save future_spot 2025-09-19 completed
2025-09-23 18:26:11,841 - 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]
2025-09-23 18:26:12,001 - future_1d - INFO - save future_spot 2025-09-22 completed
2025-09-23 18:26:17,017 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-23, end_day=2025-09-23) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-23 C 2288.57 ... -0.060112 c2511 c
1 2025-09-23 A 4290.0 ... -0.096503 a2511 a
2 2025-09-23 M 2986.0 ... -0.010717 m2601 m
3 2025-09-23 Y 8150.0 ... -0.001718 y2601 y
4 2025-09-23 P 8972.0 ... 0.012706 p2601 p
5 2025-09-23 JD 3875.0 ... -0.207742 jd2511 jd
6 2025-09-23 L 7350.0 ... -0.032925 l2601 l
7 2025-09-23 V 4630.0 ... 0.058963 v2601 v
8 2025-09-23 PP 6961.67 ... -0.016041 pp2601 pp
9 2025-09-23 JM 1463.75 ... -0.173698 jm2601 jm
10 2025-09-23 I 813.67 ... -0.012499 i2601 i
11 2025-09-23 EG 4415.0 ... -0.045527 eg2601 eg
12 2025-09-23 EB 7178.0 ... -0.043605 eb2511 eb
13 2025-09-23 PG 4600.0 ... -0.076739 pg2511 pg
14 2025-09-23 LH 13070.0 ... -0.026014 lh2511 lh
15 2025-09-23 BZ 5978.67 ... -0.019013 bz2603 bz
16 2025-09-23 CF 15160.33 ... -0.10655 CF601 CF
17 2025-09-23 SR 5830.0 ... -0.066895 SR601 SR
18 2025-09-23 TA 4618.75 ... -0.014885 TA601 TA
19 2025-09-23 OI 10136.67 ... -0.010918 OI601 OI
20 2025-09-23 MA 2255.0 ... 0.037694 MA601 MA
21 2025-09-23 FG 1144.0 ... 0.032343 FG601 FG
22 2025-09-23 RM 2583.33 ... -0.044644 RM601 RM
23 2025-09-23 SF 5335.71 ... 0.066775 SF511 SF
24 2025-09-23 SM 5708.0 ... 0.031885 SM601 SM
25 2025-09-23 CY 23550.0 ... -0.16603 CY511 CY
26 2025-09-23 UR 1655.0 ... 0.001813 UR601 UR
27 2025-09-23 SA 1262.5 ... 0.012277 SA601 SA
28 2025-09-23 PF 6404.79 ... -0.026666 PF511 PF
29 2025-09-23 PX 7200.0 ... -0.0925 PX511 PX
30 2025-09-23 SH 836.0 ... 2.05622 SH601 SH
31 2025-09-23 PR 5850.0 ... -0.024274 PR511 PR
32 2025-09-23 CU 80018.33 ... -0.000979 cu2511 cu
33 2025-09-23 AL 20763.33 ... -0.003773 al2511 al
34 2025-09-23 ZN 21868.0 ... 0.003978 zn2511 zn
35 2025-09-23 PB 17050.0 ... 0.004399 pb2511 pb
36 2025-09-23 NI 122000.0 ... -0.006803 ni2511 ni
37 2025-09-23 SN 270862.5 ... -0.001006 sn2511 sn
38 2025-09-23 AU 837.2 ... 0.016722 au2512 au
39 2025-09-23 AG 10177.33 ... 0.013134 ag2512 ag
40 2025-09-23 RB 3156.0 ... 0.002218 rb2601 rb
41 2025-09-23 WR 3375.0 ... -0.02963 wr2510 wr
42 2025-09-23 HC 3443.33 ... -0.027395 hc2601 hc
43 2025-09-23 FU 5400.0 ... -0.489259 fu2601 fu
44 2025-09-23 BU 3623.33 ... -0.067984 bu2511 bu
45 2025-09-23 RU 14883.33 ... 0.046137 ru2601 ru
46 2025-09-23 SP 5700.0 ... -0.121754 sp2511 sp
47 2025-09-23 SS 13092.5 ... -0.014321 ss2511 ss
48 2025-09-23 BR 11780.0 ... -0.025467 br2511 br
49 2025-09-23 SI 9700.0 ... -0.077835 SI2511 si
50 2025-09-23 LC 73266.67 ... 0.002639 LC2511 lc
51 2025-09-23 PS 52000.0 ... -0.035192 PS2511 ps
[52 rows x 15 columns]
2025-09-23 18:26:17,194 - future_1d - INFO - save future_spot 2025-09-23 add
2025-09-23 18:26:17,201 - future_1d - INFO - 1 ... 23
date 2025-09-23 ... 2025-09-23
variety A ... SF
spot_price 4290.0 ... 5335.71
near_contract a2511 ... SF510
near_contract_price 3876.0 ... 5508.0
dominant_contract a2511 ... SF511
dominant_contract_price 3876.0 ... 5692.0
near_month 2511 ... 2510
dominant_month 2511 ... 2511
near_basis -414.0 ... 172.29
dom_basis -414.0 ... 356.29
near_basis_rate -0.0965 ... 0.0323
dom_basis_rate -0.0965 ... 0.0668
symbol a2511 ... SF511
comd a ... SF
created_at 2025-09-23 18:26:17.158421 ... 2025-09-23 18:26:17.158421
updated_at 2025-09-23 18:26:17.158812 ... 2025-09-23 18:26:17.158812
[17 rows x 5 columns]