=========================================================================
2025-09-25 16:25:45 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-09-25 16:25:47,906 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-25 16:25:48,250 - 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]
2025-09-25 16:25:48,428 - future_1d - INFO - save future_spot 2025-09-19 completed
2025-09-25 16:25:55,611 - 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]
2025-09-25 16:25:55,773 - future_1d - INFO - save future_spot 2025-09-22 completed
2025-09-25 16:25:59,401 - 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 4401.67 ... -0.042636 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]
2025-09-25 16:25:59,560 - future_1d - INFO - save future_spot 2025-09-23 completed
2025-09-25 16:26:02,895 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-24, end_day=2025-09-24) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-24 C 2288.57 ... -0.057053 c2511 c
1 2025-09-24 A 4290.0 ... -0.09324 a2511 a
2 2025-09-24 M 2988.0 ... -0.022088 m2601 m
3 2025-09-24 Y 8178.0 ... -0.010027 y2601 y
4 2025-09-24 P 9040.0 ... 0.004204 p2601 p
5 2025-09-24 JD 3875.0 ... -0.211097 jd2511 jd
6 2025-09-24 L 7346.67 ... -0.028403 l2601 l
7 2025-09-24 V 4629.0 ... 0.05984 v2601 v
8 2025-09-24 PP 6945.0 ... -0.010799 pp2601 pp
9 2025-09-24 JM 1471.25 ... -0.169074 jm2601 jm
10 2025-09-24 I 807.89 ... -0.005434 i2601 i
11 2025-09-24 EG 4396.67 ... -0.038591 eg2601 eg
12 2025-09-24 EB 7130.0 ... -0.029032 eb2511 eb
13 2025-09-24 PG 4575.0 ... -0.070164 pg2511 pg
14 2025-09-24 LH 13000.0 ... -0.023077 lh2511 lh
15 2025-09-24 BZ 5978.67 ... -0.011486 bz2603 bz
16 2025-09-24 CF 15090.83 ... -0.101441 CF601 CF
17 2025-09-24 SR 5813.33 ... -0.056823 SR601 SR
18 2025-09-24 TA 4572.91 ... 0.005487 TA601 TA
19 2025-09-24 OI 10066.67 ... -0.014272 OI601 OI
20 2025-09-24 MA 2261.0 ... 0.041575 MA601 MA
21 2025-09-24 FG 1144.0 ... 0.076923 FG601 FG
22 2025-09-24 RM 2541.67 ... -0.053378 RM601 RM
23 2025-09-24 SF 5337.14 ... 0.073983 SF511 SF
24 2025-09-24 SM 5716.0 ... 0.03394 SM601 SM
25 2025-09-24 CY 23550.0 ... -0.160297 CY511 CY
26 2025-09-24 UR 1655.0 ... 0.010272 UR601 UR
27 2025-09-24 SA 1262.5 ... 0.029703 SA601 SA
28 2025-09-24 PF 6425.21 ... -0.023845 PF511 PF
29 2025-09-24 PX 7200.0 ... -0.087778 PX511 PX
30 2025-09-24 SH 834.0 ... 2.03717 SH601 SH
31 2025-09-24 PR 5840.0 ... -0.014384 PR511 PR
32 2025-09-24 CU 80060.0 ... -0.000874 cu2511 cu
33 2025-09-24 AL 20693.33 ... -0.000403 al2511 al
34 2025-09-24 ZN 21824.0 ... 0.00417 zn2511 zn
35 2025-09-24 PB 17031.25 ... 0.002569 pb2511 pb
36 2025-09-24 NI 122633.33 ... -0.007774 ni2511 ni
37 2025-09-24 SN 271350.0 ... 0.001806 sn2511 sn
38 2025-09-24 AU 848.61 ... 0.011772 au2512 au
39 2025-09-24 AG 10244.33 ... 0.015489 ag2512 ag
40 2025-09-24 RB 3195.0 ... -0.011894 rb2601 rb
41 2025-09-24 WR 3375.0 ... -0.042074 wr2510 wr
42 2025-09-24 HC 3443.33 ... -0.027105 hc2601 hc
43 2025-09-24 FU 5400.0 ... -0.472222 fu2601 fu
44 2025-09-24 BU 3623.33 ... -0.062741 bu2511 bu
45 2025-09-24 RU 14983.33 ... 0.041491 ru2601 ru
46 2025-09-24 SP 5716.67 ... -0.123616 sp2511 sp
47 2025-09-24 SS 13092.5 ... -0.014321 ss2511 ss
48 2025-09-24 BR 11840.0 ... -0.024916 br2511 br
49 2025-09-24 SI 9700.0 ... -0.073196 SI2511 si
50 2025-09-24 LC 73266.67 ... 0.001274 LC2511 lc
51 2025-09-24 PS 52000.0 ... -0.020962 PS2511 ps
[52 rows x 15 columns]
2025-09-25 16:26:03,055 - future_1d - INFO - save future_spot 2025-09-24 completed
2025-09-25 16:26:07,104 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-25, end_day=2025-09-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-25 C 2288.57 ... -0.053557 c2511 c
1 2025-09-25 A 4290.0 ... -0.083916 a2511 a
2 2025-09-25 M 2988.0 ... -0.009036 m2601 m
3 2025-09-25 Y 8278.0 ... -0.011839 y2601 y
4 2025-09-25 P 9040.0 ... 0.019248 p2601 p
5 2025-09-25 JD 3875.0 ... -0.206968 jd2511 jd
6 2025-09-25 L 7350.0 ... -0.024762 l2601 l
7 2025-09-25 V 4648.0 ... 0.059596 v2601 v
8 2025-09-25 PP 6973.33 ... -0.01152 pp2601 pp
9 2025-09-25 JM 1496.25 ... -0.178613 jm2601 jm
10 2025-09-25 I 806.11 ... -0.002618 i2601 i
11 2025-09-25 EG 4396.67 ... -0.033587 eg2601 eg
12 2025-09-25 EB 7130.0 ... -0.024123 eb2511 eb
13 2025-09-25 PG 4575.0 ... -0.06929 pg2511 pg
14 2025-09-25 LH 12900.0 ... -0.015504 lh2511 lh
15 2025-09-25 BZ 5985.33 ... -0.009244 bz2603 bz
16 2025-09-25 CF 15106.67 ... -0.105362 CF601 CF
17 2025-09-25 SR 5806.67 ... -0.05333 SR601 SR
18 2025-09-25 TA 4635.0 ... 0.004962 TA601 TA
19 2025-09-25 OI 10278.33 ... -0.023869 OI601 OI
20 2025-09-25 MA 2253.75 ... 0.045813 MA601 MA
21 2025-09-25 FG 1180.0 ... 0.067797 FG601 FG
22 2025-09-25 RM 2541.67 ... -0.046296 RM601 RM
23 2025-09-25 SF 5337.14 ... 0.072485 SF511 SF
24 2025-09-25 SM 5726.0 ... 0.031086 SM601 SM
25 2025-09-25 CY 23550.0 ... -0.160085 CY511 CY
26 2025-09-25 UR 1647.5 ... 0.016692 UR601 UR
27 2025-09-25 SA 1262.5 ... 0.038416 SA601 SA
28 2025-09-25 PF 6427.29 ... -0.015448 PF511 PF
29 2025-09-25 PX 7200.0 ... -0.077778 PX511 PX
30 2025-09-25 SH 834.0 ... 2.047962 SH601 SH
31 2025-09-25 PR 5855.0 ... -0.006661 PR511 PR
32 2025-09-25 CU 82435.0 ... -0.003336 cu2511 cu
33 2025-09-25 AL 20783.33 ... -0.00016 al2511 al
34 2025-09-25 ZN 21864.0 ... 0.004619 zn2511 zn
35 2025-09-25 PB 17031.25 ... 0.004624 pb2511 pb
36 2025-09-25 NI 122633.33 ... 0.000788 ni2511 ni
37 2025-09-25 SN 273987.5 ... -0.001816 sn2511 sn
38 2025-09-25 AU 849.63 ... 0.00745 au2512 au
39 2025-09-25 AG 10332.33 ... 0.006162 ag2512 ag
40 2025-09-25 RB 3204.5 ... -0.012638 rb2601 rb
41 2025-09-25 WR 3375.0 ... -0.042074 wr2510 wr
42 2025-09-25 HC 3433.33 ... -0.023106 hc2601 hc
43 2025-09-25 FU 5437.5 ... -0.469793 fu2601 fu
44 2025-09-25 BU 3603.33 ... -0.049213 bu2511 bu
45 2025-09-25 RU 14958.33 ... 0.044903 ru2601 ru
46 2025-09-25 SP 5716.67 ... -0.116619 sp2511 sp
47 2025-09-25 SS 13092.5 ... -0.013557 ss2511 ss
48 2025-09-25 BR 11840.0 ... -0.024071 br2511 br
49 2025-09-25 SI 9700.0 ... -0.069072 SI2511 si
50 2025-09-25 LC 73250.0 ... 0.004505 LC2511 lc
51 2025-09-25 PS 52000.0 ... -0.012308 PS2511 ps
[52 rows x 15 columns]
2025-09-25 16:26:07,281 - future_1d - INFO - save future_spot 2025-09-25 add
2025-09-25 16:26:07,288 - future_1d - INFO - 0 ... 4
date 2025-09-25 ... 2025-09-25
variety C ... P
spot_price 2288.57 ... 9040.0
near_contract c2511 ... p2510
near_contract_price 2166.0 ... 9072.0
dominant_contract c2511 ... p2601
dominant_contract_price 2166.0 ... 9214.0
near_month 2511 ... 2510
dominant_month 2511 ... 2601
near_basis -122.57 ... 32.0
dom_basis -122.57 ... 174.0
near_basis_rate -0.0536 ... 0.0035
dom_basis_rate -0.0536 ... 0.0192
symbol c2511 ... p2601
comd c ... p
created_at 2025-09-25 16:26:07.238685 ... 2025-09-25 16:26:07.238685
updated_at 2025-09-25 16:26:07.239053 ... 2025-09-25 16:26:07.239053
[17 rows x 5 columns]
=========================================================================
2025-09-25 18:25:35 Thu START TASK.01 future_1d future_spot
=========================================================================
2025-09-25 18:25:37,119 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-09-25 18:25:37,458 - 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]
2025-09-25 18:25:37,635 - future_1d - INFO - save future_spot 2025-09-19 completed
2025-09-25 18:25:43,605 - 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]
2025-09-25 18:25:43,786 - future_1d - INFO - save future_spot 2025-09-22 completed
2025-09-25 18:25:51,434 - 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 4401.67 ... -0.042636 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]
2025-09-25 18:25:51,595 - future_1d - INFO - save future_spot 2025-09-23 completed
2025-09-25 18:25:59,958 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-24, end_day=2025-09-24) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-24 C 2288.57 ... -0.057053 c2511 c
1 2025-09-24 A 4290.0 ... -0.09324 a2511 a
2 2025-09-24 M 2988.0 ... -0.022088 m2601 m
3 2025-09-24 Y 8178.0 ... -0.010027 y2601 y
4 2025-09-24 P 9040.0 ... 0.004204 p2601 p
5 2025-09-24 JD 3875.0 ... -0.211097 jd2511 jd
6 2025-09-24 L 7346.67 ... -0.028403 l2601 l
7 2025-09-24 V 4629.0 ... 0.05984 v2601 v
8 2025-09-24 PP 6945.0 ... -0.010799 pp2601 pp
9 2025-09-24 JM 1471.25 ... -0.169074 jm2601 jm
10 2025-09-24 I 807.89 ... -0.005434 i2601 i
11 2025-09-24 EG 4396.67 ... -0.038591 eg2601 eg
12 2025-09-24 EB 7130.0 ... -0.029032 eb2511 eb
13 2025-09-24 PG 4575.0 ... -0.070164 pg2511 pg
14 2025-09-24 LH 13000.0 ... -0.023077 lh2511 lh
15 2025-09-24 BZ 5978.67 ... -0.011486 bz2603 bz
16 2025-09-24 CF 15090.83 ... -0.101441 CF601 CF
17 2025-09-24 SR 5813.33 ... -0.056823 SR601 SR
18 2025-09-24 TA 4572.91 ... 0.005487 TA601 TA
19 2025-09-24 OI 10066.67 ... -0.014272 OI601 OI
20 2025-09-24 MA 2261.0 ... 0.041575 MA601 MA
21 2025-09-24 FG 1144.0 ... 0.076923 FG601 FG
22 2025-09-24 RM 2541.67 ... -0.053378 RM601 RM
23 2025-09-24 SF 5337.14 ... 0.073983 SF511 SF
24 2025-09-24 SM 5716.0 ... 0.03394 SM601 SM
25 2025-09-24 CY 23550.0 ... -0.160297 CY511 CY
26 2025-09-24 UR 1655.0 ... 0.010272 UR601 UR
27 2025-09-24 SA 1262.5 ... 0.029703 SA601 SA
28 2025-09-24 PF 6425.21 ... -0.023845 PF511 PF
29 2025-09-24 PX 7200.0 ... -0.087778 PX511 PX
30 2025-09-24 SH 834.0 ... 2.03717 SH601 SH
31 2025-09-24 PR 5840.0 ... -0.014384 PR511 PR
32 2025-09-24 CU 80060.0 ... -0.000874 cu2511 cu
33 2025-09-24 AL 20693.33 ... -0.000403 al2511 al
34 2025-09-24 ZN 21824.0 ... 0.00417 zn2511 zn
35 2025-09-24 PB 17031.25 ... 0.002569 pb2511 pb
36 2025-09-24 NI 122633.33 ... -0.007774 ni2511 ni
37 2025-09-24 SN 271350.0 ... 0.001806 sn2511 sn
38 2025-09-24 AU 848.61 ... 0.011772 au2512 au
39 2025-09-24 AG 10244.33 ... 0.015489 ag2512 ag
40 2025-09-24 RB 3195.0 ... -0.011894 rb2601 rb
41 2025-09-24 WR 3375.0 ... -0.042074 wr2510 wr
42 2025-09-24 HC 3443.33 ... -0.027105 hc2601 hc
43 2025-09-24 FU 5400.0 ... -0.472222 fu2601 fu
44 2025-09-24 BU 3623.33 ... -0.062741 bu2511 bu
45 2025-09-24 RU 14983.33 ... 0.041491 ru2601 ru
46 2025-09-24 SP 5716.67 ... -0.123616 sp2511 sp
47 2025-09-24 SS 13092.5 ... -0.014321 ss2511 ss
48 2025-09-24 BR 11840.0 ... -0.024916 br2511 br
49 2025-09-24 SI 9700.0 ... -0.073196 SI2511 si
50 2025-09-24 LC 73266.67 ... 0.001274 LC2511 lc
51 2025-09-24 PS 52000.0 ... -0.020962 PS2511 ps
[52 rows x 15 columns]
2025-09-25 18:26:00,120 - future_1d - INFO - save future_spot 2025-09-24 completed
2025-09-25 18:26:06,886 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-25, end_day=2025-09-25) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-25 C 2288.57 ... -0.053557 c2511 c
1 2025-09-25 A 4290.0 ... -0.083916 a2511 a
2 2025-09-25 M 3002.0 ... -0.013658 m2601 m
3 2025-09-25 Y 8278.0 ... -0.011839 y2601 y
4 2025-09-25 P 9188.0 ... 0.00283 p2601 p
5 2025-09-25 JD 3875.0 ... -0.206968 jd2511 jd
6 2025-09-25 L 7345.0 ... -0.024098 l2601 l
7 2025-09-25 V 4648.0 ... 0.059596 v2601 v
8 2025-09-25 PP 6973.33 ... -0.01152 pp2601 pp
9 2025-09-25 JM 1496.25 ... -0.178613 jm2601 jm
10 2025-09-25 I 806.11 ... -0.002618 i2601 i
11 2025-09-25 EG 4401.67 ... -0.034685 eg2601 eg
12 2025-09-25 EB 7120.0 ... -0.022753 eb2511 eb
13 2025-09-25 PG 4575.0 ... -0.06929 pg2511 pg
14 2025-09-25 LH 12900.0 ... -0.015504 lh2511 lh
15 2025-09-25 BZ 5985.33 ... -0.009244 bz2603 bz
16 2025-09-25 CF 15106.67 ... -0.105362 CF601 CF
17 2025-09-25 SR 5806.67 ... -0.05333 SR601 SR
18 2025-09-25 TA 4635.0 ... 0.004962 TA601 TA
19 2025-09-25 OI 10278.33 ... -0.023869 OI601 OI
20 2025-09-25 MA 2253.75 ... 0.045813 MA601 MA
21 2025-09-25 FG 1206.4 ... 0.04443 FG601 FG
22 2025-09-25 RM 2541.67 ... -0.046296 RM601 RM
23 2025-09-25 SF 5337.14 ... 0.072485 SF511 SF
24 2025-09-25 SM 5726.0 ... 0.031086 SM601 SM
25 2025-09-25 CY 23550.0 ... -0.160085 CY511 CY
26 2025-09-25 UR 1647.5 ... 0.016692 UR601 UR
27 2025-09-25 SA 1262.5 ... 0.038416 SA601 SA
28 2025-09-25 PF 6427.29 ... -0.015448 PF511 PF
29 2025-09-25 PX 7200.0 ... -0.077778 PX511 PX
30 2025-09-25 SH 834.0 ... 2.047962 SH601 SH
31 2025-09-25 PR 5860.0 ... -0.007509 PR511 PR
32 2025-09-25 CU 82435.0 ... -0.003336 cu2511 cu
33 2025-09-25 AL 20783.33 ... -0.00016 al2511 al
34 2025-09-25 ZN 21864.0 ... 0.004619 zn2511 zn
35 2025-09-25 PB 17031.25 ... 0.004624 pb2511 pb
36 2025-09-25 NI 124400.0 ... -0.013424 ni2511 ni
37 2025-09-25 SN 273987.5 ... -0.001816 sn2511 sn
38 2025-09-25 AU 849.63 ... 0.00745 au2512 au
39 2025-09-25 AG 10332.33 ... 0.006162 ag2512 ag
40 2025-09-25 RB 3204.5 ... -0.012638 rb2601 rb
41 2025-09-25 WR 3385.0 ... -0.044904 wr2510 wr
42 2025-09-25 HC 3433.33 ... -0.023106 hc2601 hc
43 2025-09-25 FU 5437.5 ... -0.469793 fu2601 fu
44 2025-09-25 BU 3603.33 ... -0.049213 bu2511 bu
45 2025-09-25 RU 14958.33 ... 0.044903 ru2601 ru
46 2025-09-25 SP 5716.67 ... -0.116619 sp2511 sp
47 2025-09-25 SS 13092.5 ... -0.013557 ss2511 ss
48 2025-09-25 BR 11830.0 ... -0.023246 br2511 br
49 2025-09-25 SI 9700.0 ... -0.069072 SI2511 si
50 2025-09-25 LC 73250.0 ... 0.004505 LC2511 lc
51 2025-09-25 PS 52000.0 ... -0.012308 PS2511 ps
[52 rows x 15 columns]
2025-09-25 18:26:07,065 - future_1d - INFO - save future_spot 2025-09-25 add
2025-09-25 18:26:07,073 - future_1d - INFO - 2 ... 12
date 2025-09-25 ... 2025-09-25
variety M ... EB
spot_price 3002.0 ... 7120.0
near_contract m2511 ... eb2509
near_contract_price 2934.0 ... 6789.0
dominant_contract m2601 ... eb2511
dominant_contract_price 2961.0 ... 6958.0
near_month 2511 ... 2509
dominant_month 2601 ... 2511
near_basis -68.0 ... -331.0
dom_basis -41.0 ... -162.0
near_basis_rate -0.0227 ... -0.0465
dom_basis_rate -0.0137 ... -0.0228
symbol m2601 ... eb2511
comd m ... eb
created_at 2025-09-25 18:26:07.028765 ... 2025-09-25 18:26:07.028765
updated_at 2025-09-25 18:26:07.029133 ... 2025-09-25 18:26:07.029133
[17 rows x 5 columns]