=========================================================================
2025-05-21 16:25:39 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-05-21 16:25:41,609 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-05-21 16:25:41,943 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-15, end_day=2025-05-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-15 C 2304.29 ... 0.017667 c2507 c
1 2025-05-15 A 4255.0 ... -0.017391 a2507 a
2 2025-05-15 M 3074.0 ... -0.055628 m2509 m
3 2025-05-15 Y 8054.0 ... -0.026571 y2509 y
4 2025-05-15 P 8680.0 ... -0.066359 p2509 p
5 2025-05-15 JD 3375.0 ... -0.107259 jd2507 jd
6 2025-05-15 L 7558.33 ... -0.031267 l2509 l
7 2025-05-15 V 4756.0 ... 0.055929 v2509 v
8 2025-05-15 PP 7440.0 ... -0.036694 pp2509 pp
9 2025-05-15 I 794.44 ... -0.07482 i2509 i
10 2025-05-15 EG 4503.33 ... -0.006291 eg2509 eg
11 2025-05-15 EB 8270.0 ... -0.060339 eb2506 eb
12 2025-05-15 PG 4847.5 ... -0.112739 pg2506 pg
13 2025-05-15 LH 14680.0 ... -0.056199 lh2509 lh
14 2025-05-15 CF 14512.33 ... -0.074925 CF509 CF
15 2025-05-15 SR 6145.0 ... -0.042636 SR509 SR
16 2025-05-15 TA 4991.66 ... -0.033588 TA509 TA
17 2025-05-15 OI 9395.0 ... -0.004577 OI509 OI
18 2025-05-15 MA 2426.25 ... -0.037197 MA509 MA
19 2025-05-15 FG 1184.0 ... -0.124155 FG509 FG
20 2025-05-15 RM 2476.67 ... 0.015476 RM509 RM
21 2025-05-15 SF 5424.29 ... 0.04198 SF507 SF
22 2025-05-15 SM 5706.0 ... 0.028391 SM509 SM
23 2025-05-15 CY 23775.0 ... -0.169295 CY507 CY
24 2025-05-15 UR 1946.67 ... -0.027056 UR509 UR
25 2025-05-15 SA 1462.5 ... -0.087179 SA509 SA
26 2025-05-15 PF 6688.96 ... -0.012104 PF507 PF
27 2025-05-15 PX 6700.0 ... 0.015821 PX509 PX
28 2025-05-15 SH 849.0 ... 2.002356 SH509 SH
29 2025-05-15 CU 78938.33 ... -0.006946 cu2506 cu
30 2025-05-15 AL 20366.67 ... -0.006465 al2507 al
31 2025-05-15 ZN 22880.0 ... -0.006119 zn2506 zn
32 2025-05-15 PB 16906.25 ... 0.005545 pb2506 pb
33 2025-05-15 NI 126525.0 ... -0.011816 ni2506 ni
34 2025-05-15 SN 266125.0 ... -0.002799 sn2506 sn
35 2025-05-15 AU 738.84 ... 0.008635 au2508 au
36 2025-05-15 AG 8037.67 ... 0.001783 ag2508 ag
37 2025-05-15 RB 3189.89 ... -0.022537 rb2510 rb
38 2025-05-15 WR 3377.5 ... 0.017617 wr2510 wr
39 2025-05-15 HC 3313.33 ... -0.017001 hc2510 hc
40 2025-05-15 FU 5445.0 ... -0.444261 fu2507 fu
41 2025-05-15 BU 3602.5 ... -0.039556 bu2507 bu
42 2025-05-15 RU 14838.33 ... 0.02033 ru2509 ru
43 2025-05-15 SP 6300.0 ... -0.145079 sp2507 sp
44 2025-05-15 SS 13255.0 ... -0.015466 ss2507 ss
45 2025-05-15 BR 12780.0 ... -0.026604 br2507 br
46 2025-05-15 SI 9520.0 ... -0.102941 SI2509 si
47 2025-05-15 LC 64733.33 ... -0.003604 LC2507 lc
[48 rows x 15 columns]
2025-05-21 16:25:42,114 - future_1d - INFO - save future_spot 2025-05-15 completed
2025-05-21 16:25:51,290 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-16, end_day=2025-05-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-16 C 2304.29 ... 0.016799 c2507 c
1 2025-05-16 A 4255.0 ... -0.021152 a2507 a
2 2025-05-16 M 2988.0 ... -0.028782 m2509 m
3 2025-05-16 Y 8024.0 ... -0.033898 y2509 y
4 2025-05-16 P 8492.0 ... -0.05723 p2509 p
5 2025-05-16 JD 3375.0 ... -0.115852 jd2507 jd
6 2025-05-16 L 7566.67 ... -0.039868 l2509 l
7 2025-05-16 V 4782.0 ... 0.041196 v2509 v
8 2025-05-16 PP 7440.0 ... -0.042742 pp2509 pp
9 2025-05-16 I 787.33 ... -0.074086 i2509 i
10 2025-05-16 EG 4551.67 ... -0.013769 eg2509 eg
11 2025-05-16 EB 8270.0 ... -0.084281 eb2507 eb
12 2025-05-16 PG 4780.0 ... -0.121548 pg2507 pg
13 2025-05-16 LH 14650.0 ... -0.064846 lh2509 lh
14 2025-05-16 CF 14558.17 ... -0.078524 CF509 CF
15 2025-05-16 SR 6145.0 ... -0.046542 SR509 SR
16 2025-05-16 TA 5007.5 ... -0.041438 TA509 TA
17 2025-05-16 OI 9378.33 ... -0.011658 OI509 OI
18 2025-05-16 MA 2426.25 ... -0.04915 MA509 MA
19 2025-05-16 FG 1168.0 ... -0.130137 FG509 FG
20 2025-05-16 RM 2476.67 ... 0.019514 RM509 RM
21 2025-05-16 SF 5440.0 ... 0.050735 SF507 SF
22 2025-05-16 SM 5698.0 ... 0.02808 SM509 SM
23 2025-05-16 CY 23775.0 ... -0.17224 CY507 CY
24 2025-05-16 UR 1946.67 ... -0.035789 UR509 UR
25 2025-05-16 SA 1462.5 ... -0.104957 SA509 SA
26 2025-05-16 PF 6727.5 ... -0.02252 PF507 PF
27 2025-05-16 PX 6850.0 ... -0.011387 PX509 PX
28 2025-05-16 SH 849.0 ... 1.992933 SH509 SH
29 2025-05-16 CU 78818.33 ... -0.006449 cu2506 cu
30 2025-05-16 AL 20290.0 ... -0.0069 al2507 al
31 2025-05-16 ZN 22746.0 ... -0.009716 zn2506 zn
32 2025-05-16 PB 16847.5 ... 0.004897 pb2506 pb
33 2025-05-16 NI 126258.33 ... -0.012501 ni2506 ni
34 2025-05-16 SN 265487.5 ... -0.000141 sn2506 sn
35 2025-05-16 AU 748.62 ... 0.004301 au2508 au
36 2025-05-16 AG 8092.67 ... 0.001524 ag2508 ag
37 2025-05-16 RB 3184.22 ... -0.026449 rb2510 rb
38 2025-05-16 WR 3372.5 ... 0.011712 wr2510 wr
39 2025-05-16 HC 3310.0 ... -0.021148 hc2510 hc
40 2025-05-16 FU 5445.0 ... -0.448852 fu2507 fu
41 2025-05-16 BU 3600.0 ... -0.039444 bu2507 bu
42 2025-05-16 RU 14658.33 ... 0.025014 ru2509 ru
43 2025-05-16 SP 6300.0 ... -0.148889 sp2507 sp
44 2025-05-16 SS 13300.0 ... -0.02218 ss2507 ss
45 2025-05-16 BR 12780.0 ... -0.034038 br2507 br
46 2025-05-16 SI 9480.0 ... -0.119726 SI2509 si
47 2025-05-16 LC 63733.33 ... -0.017782 LC2507 lc
[48 rows x 15 columns]
2025-05-21 16:25:51,443 - future_1d - INFO - save future_spot 2025-05-16 completed
2025-05-21 16:25:57,521 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-19, end_day=2025-05-19) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-19 C 2301.43 ... 0.013283 c2507 c
1 2025-05-19 A 4255.0 ... -0.016686 a2507 a
2 2025-05-19 M 2972.0 ... -0.026581 m2509 m
3 2025-05-19 Y 8044.0 ... -0.032571 y2509 y
4 2025-05-19 P 8542.0 ... -0.062749 p2509 p
5 2025-05-19 JD 3290.0 ... -0.104863 jd2507 jd
6 2025-05-19 L 7583.33 ... -0.044483 l2509 l
7 2025-05-19 V 4726.0 ... 0.052264 v2509 v
8 2025-05-19 PP 7440.0 ... -0.04664 pp2509 pp
9 2025-05-19 I 779.44 ... -0.072411 i2509 i
10 2025-05-19 EG 4560.0 ... -0.016886 eg2509 eg
11 2025-05-19 EB 8224.0 ... -0.080131 eb2507 eb
12 2025-05-19 PG 4740.0 ... -0.11308 pg2507 pg
13 2025-05-19 LH 14620.0 ... -0.065321 lh2509 lh
14 2025-05-19 CF 14551.17 ... -0.080486 CF509 CF
15 2025-05-19 SR 6145.0 ... -0.046867 SR509 SR
16 2025-05-19 TA 4993.75 ... -0.038798 TA509 TA
17 2025-05-19 OI 9475.0 ... -0.01467 OI509 OI
18 2025-05-19 MA 2362.5 ... -0.034497 MA509 MA
19 2025-05-19 FG 1164.0 ... -0.12543 FG509 FG
20 2025-05-19 RM 2471.67 ... 0.015912 RM509 RM
21 2025-05-19 SF 5435.71 ... 0.038687 SF507 SF
22 2025-05-19 SM 5664.0 ... 0.024364 SM509 SM
23 2025-05-19 CY 23775.0 ... -0.17245 CY507 CY
24 2025-05-19 UR 1936.67 ... -0.046301 UR509 UR
25 2025-05-19 SA 1462.5 ... -0.120684 SA509 SA
26 2025-05-19 PF 6701.04 ... -0.017167 PF507 PF
27 2025-05-19 PX 6850.0 ... -0.009051 PX509 PX
28 2025-05-19 SH 851.0 ... 2.028202 SH509 SH
29 2025-05-19 CU 78113.33 ... -0.004779 cu2506 cu
30 2025-05-19 AL 20243.33 ... -0.003869 al2507 al
31 2025-05-19 ZN 22590.0 ... -0.013723 zn2507 zn
32 2025-05-19 PB 16825.0 ... 0.005646 pb2507 pb
33 2025-05-19 NI 125083.33 ... -0.00946 ni2506 ni
34 2025-05-19 SN 265187.5 ... -0.004516 sn2506 sn
35 2025-05-19 AU 752.58 ... -0.002445 au2508 au
36 2025-05-19 AG 8096.33 ... -0.000658 ag2508 ag
37 2025-05-19 RB 3158.22 ... -0.026034 rb2510 rb
38 2025-05-19 WR 3347.5 ... 0.001942 wr2510 wr
39 2025-05-19 HC 3290.0 ... -0.0231 hc2510 hc
40 2025-05-19 FU 5462.5 ... -0.447872 fu2507 fu
41 2025-05-19 BU 3582.5 ... -0.024424 bu2507 bu
42 2025-05-19 RU 14758.33 ... 0.013326 ru2509 ru
43 2025-05-19 SP 6300.0 ... -0.142857 sp2507 sp
44 2025-05-19 SS 13287.5 ... -0.023895 ss2507 ss
45 2025-05-19 BR 12710.0 ... -0.029504 br2507 br
46 2025-05-19 SI 9390.0 ... -0.126731 SI2509 si
47 2025-05-19 LC 63600.0 ... -0.034591 LC2507 lc
[48 rows x 15 columns]
2025-05-21 16:25:57,677 - future_1d - INFO - save future_spot 2025-05-19 completed
2025-05-21 16:26:03,620 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-20, end_day=2025-05-20) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-20 C 2301.43 ... 0.008938 c2507 c
1 2025-05-20 A 4255.0 ... -0.017391 a2507 a
2 2025-05-20 M 2966.0 ... -0.029332 m2509 m
3 2025-05-20 Y 8074.0 ... -0.034432 y2509 y
4 2025-05-20 P 8636.0 ... -0.064845 p2509 p
5 2025-05-20 JD 3190.0 ... -0.074295 jd2507 jd
6 2025-05-20 L 7591.67 ... -0.04606 l2509 l
7 2025-05-20 V 4719.0 ... 0.049587 v2509 v
8 2025-05-20 PP 7440.0 ... -0.051613 pp2509 pp
9 2025-05-20 I 779.78 ... -0.072815 i2509 i
10 2025-05-20 EG 4540.0 ... -0.025551 eg2509 eg
11 2025-05-20 EB 8220.0 ... -0.091606 eb2507 eb
12 2025-05-20 PG 4702.5 ... -0.112174 pg2507 pg
13 2025-05-20 LH 14600.0 ... -0.062671 lh2509 lh
14 2025-05-20 CF 14539.17 ... -0.077664 CF509 CF
15 2025-05-20 SR 6145.0 ... -0.046542 SR509 SR
16 2025-05-20 TA 4958.34 ... -0.045245 TA509 TA
17 2025-05-20 OI 9520.0 ... -0.013761 OI509 OI
18 2025-05-20 MA 2327.5 ... -0.026853 MA509 MA
19 2025-05-20 FG 1148.0 ... -0.108014 FG509 FG
20 2025-05-20 RM 2475.0 ... 0.008889 RM509 RM
21 2025-05-20 SF 5435.71 ... 0.042734 SF507 SF
22 2025-05-20 SM 5656.0 ... 0.024399 SM509 SM
23 2025-05-20 CY 23775.0 ... -0.170347 CY507 CY
24 2025-05-20 UR 1930.0 ... -0.040933 UR509 UR
25 2025-05-20 SA 1462.5 ... -0.123419 SA509 SA
26 2025-05-20 PF 6687.71 ... -0.02747 PF507 PF
27 2025-05-20 PX 6850.0 ... -0.02365 PX509 PX
28 2025-05-20 SH 851.0 ... 2.009401 SH509 SH
29 2025-05-20 CU 78343.33 ... -0.006169 cu2506 cu
30 2025-05-20 AL 20226.67 ... -0.00824 al2507 al
31 2025-05-20 ZN 22574.0 ... -0.01546 zn2507 zn
32 2025-05-20 PB 16750.0 ... 0.004478 pb2507 pb
33 2025-05-20 NI 124775.0 ... -0.011501 ni2506 ni
34 2025-05-20 SN 265187.5 ... -0.001537 sn2506 sn
35 2025-05-20 AU 751.88 ... 0.005799 au2508 au
36 2025-05-20 AG 8078.0 ... 0.00359 ag2508 ag
37 2025-05-20 RB 3158.78 ... -0.030322 rb2510 rb
38 2025-05-20 WR 3335.0 ... 0.0003 wr2510 wr
39 2025-05-20 HC 3290.0 ... -0.025532 hc2510 hc
40 2025-05-20 FU 5462.5 ... -0.444394 fu2507 fu
41 2025-05-20 BU 3590.0 ... -0.020334 bu2507 bu
42 2025-05-20 RU 14708.33 ... 0.016771 ru2509 ru
43 2025-05-20 SP 6300.0 ... -0.144762 sp2507 sp
44 2025-05-20 SS 13287.5 ... -0.032173 ss2507 ss
45 2025-05-20 BR 12670.0 ... -0.037096 br2507 br
46 2025-05-20 SI 9290.0 ... -0.131324 SI2509 si
47 2025-05-20 LC 63466.67 ... -0.042962 LC2507 lc
[48 rows x 15 columns]
2025-05-21 16:26:03,778 - future_1d - INFO - save future_spot 2025-05-20 completed
2025-05-21 16:26:12,660 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-21, end_day=2025-05-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-21 C 2301.43 ... 0.006765 c2507 c
1 2025-05-21 A 4255.0 ... -0.011516 a2507 a
2 2025-05-21 M 2986.0 ... -0.026122 m2509 m
3 2025-05-21 Y 8074.0 ... -0.03245 y2509 y
4 2025-05-21 P 8584.0 ... -0.055918 p2509 p
5 2025-05-21 JD 3190.0 ... -0.073981 jd2507 jd
6 2025-05-21 L 7583.33 ... -0.046329 l2509 l
7 2025-05-21 V 4719.0 ... 0.048951 v2509 v
8 2025-05-21 PP 7440.0 ... -0.052151 pp2509 pp
9 2025-05-21 I 781.0 ... -0.070423 i2509 i
10 2025-05-21 EG 4540.0 ... -0.026432 eg2509 eg
11 2025-05-21 EB 8130.0 ... -0.088561 eb2507 eb
12 2025-05-21 PG 4715.0 ... -0.115164 pg2507 pg
13 2025-05-21 LH 14570.0 ... -0.063143 lh2509 lh
14 2025-05-21 CF 14539.17 ... -0.072849 CF509 CF
15 2025-05-21 SR 6145.0 ... -0.047844 SR509 SR
16 2025-05-21 TA 4958.34 ... -0.037984 TA509 TA
17 2025-05-21 OI 9541.67 ... -0.013275 OI509 OI
18 2025-05-21 MA 2325.0 ... -0.025376 MA509 MA
19 2025-05-21 FG 1148.0 ... -0.106272 FG509 FG
20 2025-05-21 RM 2485.0 ... 0.016901 RM509 RM
21 2025-05-21 SF 5435.71 ... 0.0328 SF507 SF
22 2025-05-21 SM 5636.0 ... 0.02484 SM509 SM
23 2025-05-21 CY 23775.0 ... -0.168875 CY507 CY
24 2025-05-21 UR 1926.0 ... -0.035306 UR509 UR
25 2025-05-21 SA 1462.5 ... -0.12547 SA509 SA
26 2025-05-21 PF 6682.71 ... -0.023151 PF507 PF
27 2025-05-21 PX 6850.0 ... -0.016642 PX509 PX
28 2025-05-21 SH 867.0 ... 1.916955 SH509 SH
29 2025-05-21 CU 78493.33 ... -0.005138 cu2506 cu
30 2025-05-21 AL 20226.67 ... -0.002802 al2507 al
31 2025-05-21 ZN 22744.0 ... -0.015784 zn2507 zn
32 2025-05-21 PB 16831.25 ... 0.003491 pb2507 pb
33 2025-05-21 NI 124658.33 ... -0.008971 ni2507 ni
34 2025-05-21 SN 268212.5 ... -0.004148 sn2506 sn
35 2025-05-21 AU 751.88 ... 0.024977 au2508 au
36 2025-05-21 AG 8078.0 ... 0.016836 ag2508 ag
37 2025-05-21 RB 3154.44 ... -0.029305 rb2510 rb
38 2025-05-21 WR 3335.0 ... 0.001799 wr2510 wr
39 2025-05-21 HC 3286.67 ... -0.02424 hc2510 hc
40 2025-05-21 FU 5462.5 ... -0.438352 fu2507 fu
41 2025-05-21 BU 3582.5 ... -0.016609 bu2507 bu
42 2025-05-21 RU 14558.33 ... 0.020378 ru2509 ru
43 2025-05-21 SP 6300.0 ... -0.135556 sp2507 sp
44 2025-05-21 SS 13237.5 ... -0.027384 ss2507 ss
45 2025-05-21 BR 12560.0 ... -0.039013 br2507 br
46 2025-05-21 SI 9210.0 ... -0.136265 SI2509 si
47 2025-05-21 LC 63266.67 ... -0.033931 LC2507 lc
[48 rows x 15 columns]
2025-05-21 16:26:12,829 - future_1d - INFO - save future_spot 2025-05-21 add
2025-05-21 16:26:12,837 - future_1d - INFO - 0 ... 4
date 2025-05-21 ... 2025-05-21
variety C ... P
spot_price 2301.43 ... 8584.0
near_contract c2507 ... p2506
near_contract_price 2317.0 ... 8346.0
dominant_contract c2507 ... p2509
dominant_contract_price 2317.0 ... 8104.0
near_month 2507 ... 2506
dominant_month 2507 ... 2509
near_basis 15.57 ... -238.0
dom_basis 15.57 ... -480.0
near_basis_rate 0.0068 ... -0.0277
dom_basis_rate 0.0068 ... -0.0559
symbol c2507 ... p2509
comd c ... p
created_at 2025-05-21 16:26:12.789741 ... 2025-05-21 16:26:12.789741
updated_at 2025-05-21 16:26:12.790164 ... 2025-05-21 16:26:12.790164
[17 rows x 5 columns]
=========================================================================
2025-05-21 18:25:30 Wed START TASK.01 future_1d future_spot
=========================================================================
2025-05-21 18:25:32,587 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-05-21 18:25:32,902 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-15, end_day=2025-05-15) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-15 C 2304.29 ... 0.017667 c2507 c
1 2025-05-15 A 4255.0 ... -0.017391 a2507 a
2 2025-05-15 M 3074.0 ... -0.055628 m2509 m
3 2025-05-15 Y 8054.0 ... -0.026571 y2509 y
4 2025-05-15 P 8680.0 ... -0.066359 p2509 p
5 2025-05-15 JD 3375.0 ... -0.107259 jd2507 jd
6 2025-05-15 L 7558.33 ... -0.031267 l2509 l
7 2025-05-15 V 4756.0 ... 0.055929 v2509 v
8 2025-05-15 PP 7440.0 ... -0.036694 pp2509 pp
9 2025-05-15 I 794.44 ... -0.07482 i2509 i
10 2025-05-15 EG 4503.33 ... -0.006291 eg2509 eg
11 2025-05-15 EB 8270.0 ... -0.060339 eb2506 eb
12 2025-05-15 PG 4847.5 ... -0.112739 pg2506 pg
13 2025-05-15 LH 14680.0 ... -0.056199 lh2509 lh
14 2025-05-15 CF 14512.33 ... -0.074925 CF509 CF
15 2025-05-15 SR 6145.0 ... -0.042636 SR509 SR
16 2025-05-15 TA 4991.66 ... -0.033588 TA509 TA
17 2025-05-15 OI 9395.0 ... -0.004577 OI509 OI
18 2025-05-15 MA 2426.25 ... -0.037197 MA509 MA
19 2025-05-15 FG 1184.0 ... -0.124155 FG509 FG
20 2025-05-15 RM 2476.67 ... 0.015476 RM509 RM
21 2025-05-15 SF 5424.29 ... 0.04198 SF507 SF
22 2025-05-15 SM 5706.0 ... 0.028391 SM509 SM
23 2025-05-15 CY 23775.0 ... -0.169295 CY507 CY
24 2025-05-15 UR 1946.67 ... -0.027056 UR509 UR
25 2025-05-15 SA 1462.5 ... -0.087179 SA509 SA
26 2025-05-15 PF 6688.96 ... -0.012104 PF507 PF
27 2025-05-15 PX 6700.0 ... 0.015821 PX509 PX
28 2025-05-15 SH 849.0 ... 2.002356 SH509 SH
29 2025-05-15 CU 78938.33 ... -0.006946 cu2506 cu
30 2025-05-15 AL 20366.67 ... -0.006465 al2507 al
31 2025-05-15 ZN 22880.0 ... -0.006119 zn2506 zn
32 2025-05-15 PB 16906.25 ... 0.005545 pb2506 pb
33 2025-05-15 NI 126525.0 ... -0.011816 ni2506 ni
34 2025-05-15 SN 266125.0 ... -0.002799 sn2506 sn
35 2025-05-15 AU 738.84 ... 0.008635 au2508 au
36 2025-05-15 AG 8037.67 ... 0.001783 ag2508 ag
37 2025-05-15 RB 3189.89 ... -0.022537 rb2510 rb
38 2025-05-15 WR 3377.5 ... 0.017617 wr2510 wr
39 2025-05-15 HC 3313.33 ... -0.017001 hc2510 hc
40 2025-05-15 FU 5445.0 ... -0.444261 fu2507 fu
41 2025-05-15 BU 3602.5 ... -0.039556 bu2507 bu
42 2025-05-15 RU 14838.33 ... 0.02033 ru2509 ru
43 2025-05-15 SP 6300.0 ... -0.145079 sp2507 sp
44 2025-05-15 SS 13255.0 ... -0.015466 ss2507 ss
45 2025-05-15 BR 12780.0 ... -0.026604 br2507 br
46 2025-05-15 SI 9520.0 ... -0.102941 SI2509 si
47 2025-05-15 LC 64733.33 ... -0.003604 LC2507 lc
[48 rows x 15 columns]
2025-05-21 18:25:33,076 - future_1d - INFO - save future_spot 2025-05-15 completed
2025-05-21 18:25:39,901 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-16, end_day=2025-05-16) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-16 C 2304.29 ... 0.016799 c2507 c
1 2025-05-16 A 4255.0 ... -0.021152 a2507 a
2 2025-05-16 M 2988.0 ... -0.028782 m2509 m
3 2025-05-16 Y 8024.0 ... -0.033898 y2509 y
4 2025-05-16 P 8492.0 ... -0.05723 p2509 p
5 2025-05-16 JD 3375.0 ... -0.115852 jd2507 jd
6 2025-05-16 L 7566.67 ... -0.039868 l2509 l
7 2025-05-16 V 4782.0 ... 0.041196 v2509 v
8 2025-05-16 PP 7440.0 ... -0.042742 pp2509 pp
9 2025-05-16 I 787.33 ... -0.074086 i2509 i
10 2025-05-16 EG 4551.67 ... -0.013769 eg2509 eg
11 2025-05-16 EB 8270.0 ... -0.084281 eb2507 eb
12 2025-05-16 PG 4780.0 ... -0.121548 pg2507 pg
13 2025-05-16 LH 14650.0 ... -0.064846 lh2509 lh
14 2025-05-16 CF 14558.17 ... -0.078524 CF509 CF
15 2025-05-16 SR 6145.0 ... -0.046542 SR509 SR
16 2025-05-16 TA 5007.5 ... -0.041438 TA509 TA
17 2025-05-16 OI 9378.33 ... -0.011658 OI509 OI
18 2025-05-16 MA 2426.25 ... -0.04915 MA509 MA
19 2025-05-16 FG 1168.0 ... -0.130137 FG509 FG
20 2025-05-16 RM 2476.67 ... 0.019514 RM509 RM
21 2025-05-16 SF 5440.0 ... 0.050735 SF507 SF
22 2025-05-16 SM 5698.0 ... 0.02808 SM509 SM
23 2025-05-16 CY 23775.0 ... -0.17224 CY507 CY
24 2025-05-16 UR 1946.67 ... -0.035789 UR509 UR
25 2025-05-16 SA 1462.5 ... -0.104957 SA509 SA
26 2025-05-16 PF 6727.5 ... -0.02252 PF507 PF
27 2025-05-16 PX 6850.0 ... -0.011387 PX509 PX
28 2025-05-16 SH 849.0 ... 1.992933 SH509 SH
29 2025-05-16 CU 78818.33 ... -0.006449 cu2506 cu
30 2025-05-16 AL 20290.0 ... -0.0069 al2507 al
31 2025-05-16 ZN 22746.0 ... -0.009716 zn2506 zn
32 2025-05-16 PB 16847.5 ... 0.004897 pb2506 pb
33 2025-05-16 NI 126258.33 ... -0.012501 ni2506 ni
34 2025-05-16 SN 265487.5 ... -0.000141 sn2506 sn
35 2025-05-16 AU 748.62 ... 0.004301 au2508 au
36 2025-05-16 AG 8092.67 ... 0.001524 ag2508 ag
37 2025-05-16 RB 3184.22 ... -0.026449 rb2510 rb
38 2025-05-16 WR 3372.5 ... 0.011712 wr2510 wr
39 2025-05-16 HC 3310.0 ... -0.021148 hc2510 hc
40 2025-05-16 FU 5445.0 ... -0.448852 fu2507 fu
41 2025-05-16 BU 3600.0 ... -0.039444 bu2507 bu
42 2025-05-16 RU 14658.33 ... 0.025014 ru2509 ru
43 2025-05-16 SP 6300.0 ... -0.148889 sp2507 sp
44 2025-05-16 SS 13300.0 ... -0.02218 ss2507 ss
45 2025-05-16 BR 12780.0 ... -0.034038 br2507 br
46 2025-05-16 SI 9480.0 ... -0.119726 SI2509 si
47 2025-05-16 LC 63733.33 ... -0.017782 LC2507 lc
[48 rows x 15 columns]
2025-05-21 18:25:40,056 - future_1d - INFO - save future_spot 2025-05-16 completed
2025-05-21 18:25:49,004 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-19, end_day=2025-05-19) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-19 C 2301.43 ... 0.013283 c2507 c
1 2025-05-19 A 4255.0 ... -0.016686 a2507 a
2 2025-05-19 M 2972.0 ... -0.026581 m2509 m
3 2025-05-19 Y 8044.0 ... -0.032571 y2509 y
4 2025-05-19 P 8542.0 ... -0.062749 p2509 p
5 2025-05-19 JD 3290.0 ... -0.104863 jd2507 jd
6 2025-05-19 L 7583.33 ... -0.044483 l2509 l
7 2025-05-19 V 4726.0 ... 0.052264 v2509 v
8 2025-05-19 PP 7440.0 ... -0.04664 pp2509 pp
9 2025-05-19 I 779.44 ... -0.072411 i2509 i
10 2025-05-19 EG 4560.0 ... -0.016886 eg2509 eg
11 2025-05-19 EB 8224.0 ... -0.080131 eb2507 eb
12 2025-05-19 PG 4740.0 ... -0.11308 pg2507 pg
13 2025-05-19 LH 14620.0 ... -0.065321 lh2509 lh
14 2025-05-19 CF 14551.17 ... -0.080486 CF509 CF
15 2025-05-19 SR 6145.0 ... -0.046867 SR509 SR
16 2025-05-19 TA 4993.75 ... -0.038798 TA509 TA
17 2025-05-19 OI 9475.0 ... -0.01467 OI509 OI
18 2025-05-19 MA 2362.5 ... -0.034497 MA509 MA
19 2025-05-19 FG 1164.0 ... -0.12543 FG509 FG
20 2025-05-19 RM 2471.67 ... 0.015912 RM509 RM
21 2025-05-19 SF 5435.71 ... 0.038687 SF507 SF
22 2025-05-19 SM 5664.0 ... 0.024364 SM509 SM
23 2025-05-19 CY 23775.0 ... -0.17245 CY507 CY
24 2025-05-19 UR 1936.67 ... -0.046301 UR509 UR
25 2025-05-19 SA 1462.5 ... -0.120684 SA509 SA
26 2025-05-19 PF 6701.04 ... -0.017167 PF507 PF
27 2025-05-19 PX 6850.0 ... -0.009051 PX509 PX
28 2025-05-19 SH 851.0 ... 2.028202 SH509 SH
29 2025-05-19 CU 78113.33 ... -0.004779 cu2506 cu
30 2025-05-19 AL 20243.33 ... -0.003869 al2507 al
31 2025-05-19 ZN 22590.0 ... -0.013723 zn2507 zn
32 2025-05-19 PB 16825.0 ... 0.005646 pb2507 pb
33 2025-05-19 NI 125083.33 ... -0.00946 ni2506 ni
34 2025-05-19 SN 265187.5 ... -0.004516 sn2506 sn
35 2025-05-19 AU 752.58 ... -0.002445 au2508 au
36 2025-05-19 AG 8096.33 ... -0.000658 ag2508 ag
37 2025-05-19 RB 3158.22 ... -0.026034 rb2510 rb
38 2025-05-19 WR 3347.5 ... 0.001942 wr2510 wr
39 2025-05-19 HC 3290.0 ... -0.0231 hc2510 hc
40 2025-05-19 FU 5462.5 ... -0.447872 fu2507 fu
41 2025-05-19 BU 3582.5 ... -0.024424 bu2507 bu
42 2025-05-19 RU 14758.33 ... 0.013326 ru2509 ru
43 2025-05-19 SP 6300.0 ... -0.142857 sp2507 sp
44 2025-05-19 SS 13287.5 ... -0.023895 ss2507 ss
45 2025-05-19 BR 12710.0 ... -0.029504 br2507 br
46 2025-05-19 SI 9390.0 ... -0.126731 SI2509 si
47 2025-05-19 LC 63600.0 ... -0.034591 LC2507 lc
[48 rows x 15 columns]
2025-05-21 18:25:49,162 - future_1d - INFO - save future_spot 2025-05-19 completed
2025-05-21 18:25:58,691 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-20, end_day=2025-05-20) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-20 C 2301.43 ... 0.008938 c2507 c
1 2025-05-20 A 4255.0 ... -0.017391 a2507 a
2 2025-05-20 M 2966.0 ... -0.029332 m2509 m
3 2025-05-20 Y 8074.0 ... -0.034432 y2509 y
4 2025-05-20 P 8636.0 ... -0.064845 p2509 p
5 2025-05-20 JD 3190.0 ... -0.074295 jd2507 jd
6 2025-05-20 L 7591.67 ... -0.04606 l2509 l
7 2025-05-20 V 4719.0 ... 0.049587 v2509 v
8 2025-05-20 PP 7440.0 ... -0.051613 pp2509 pp
9 2025-05-20 I 779.78 ... -0.072815 i2509 i
10 2025-05-20 EG 4540.0 ... -0.025551 eg2509 eg
11 2025-05-20 EB 8220.0 ... -0.091606 eb2507 eb
12 2025-05-20 PG 4702.5 ... -0.112174 pg2507 pg
13 2025-05-20 LH 14600.0 ... -0.062671 lh2509 lh
14 2025-05-20 CF 14539.17 ... -0.077664 CF509 CF
15 2025-05-20 SR 6145.0 ... -0.046542 SR509 SR
16 2025-05-20 TA 4958.34 ... -0.045245 TA509 TA
17 2025-05-20 OI 9520.0 ... -0.013761 OI509 OI
18 2025-05-20 MA 2327.5 ... -0.026853 MA509 MA
19 2025-05-20 FG 1148.0 ... -0.108014 FG509 FG
20 2025-05-20 RM 2475.0 ... 0.008889 RM509 RM
21 2025-05-20 SF 5435.71 ... 0.042734 SF507 SF
22 2025-05-20 SM 5656.0 ... 0.024399 SM509 SM
23 2025-05-20 CY 23775.0 ... -0.170347 CY507 CY
24 2025-05-20 UR 1930.0 ... -0.040933 UR509 UR
25 2025-05-20 SA 1462.5 ... -0.123419 SA509 SA
26 2025-05-20 PF 6687.71 ... -0.02747 PF507 PF
27 2025-05-20 PX 6850.0 ... -0.02365 PX509 PX
28 2025-05-20 SH 851.0 ... 2.009401 SH509 SH
29 2025-05-20 CU 78343.33 ... -0.006169 cu2506 cu
30 2025-05-20 AL 20226.67 ... -0.00824 al2507 al
31 2025-05-20 ZN 22574.0 ... -0.01546 zn2507 zn
32 2025-05-20 PB 16750.0 ... 0.004478 pb2507 pb
33 2025-05-20 NI 124775.0 ... -0.011501 ni2506 ni
34 2025-05-20 SN 265187.5 ... -0.001537 sn2506 sn
35 2025-05-20 AU 751.88 ... 0.005799 au2508 au
36 2025-05-20 AG 8078.0 ... 0.00359 ag2508 ag
37 2025-05-20 RB 3158.78 ... -0.030322 rb2510 rb
38 2025-05-20 WR 3335.0 ... 0.0003 wr2510 wr
39 2025-05-20 HC 3290.0 ... -0.025532 hc2510 hc
40 2025-05-20 FU 5462.5 ... -0.444394 fu2507 fu
41 2025-05-20 BU 3590.0 ... -0.020334 bu2507 bu
42 2025-05-20 RU 14708.33 ... 0.016771 ru2509 ru
43 2025-05-20 SP 6300.0 ... -0.144762 sp2507 sp
44 2025-05-20 SS 13287.5 ... -0.032173 ss2507 ss
45 2025-05-20 BR 12670.0 ... -0.037096 br2507 br
46 2025-05-20 SI 9290.0 ... -0.131324 SI2509 si
47 2025-05-20 LC 63466.67 ... -0.042962 LC2507 lc
[48 rows x 15 columns]
2025-05-21 18:25:58,846 - future_1d - INFO - save future_spot 2025-05-20 completed
2025-05-21 18:26:02,319 - future_1d - INFO - futures_spot_price_daily(start_day=2025-05-21, end_day=2025-05-21) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-05-21 C 2298.57 ... 0.008018 c2507 c
1 2025-05-21 A 4255.0 ... -0.011516 a2507 a
2 2025-05-21 M 2986.0 ... -0.026122 m2509 m
3 2025-05-21 Y 8074.0 ... -0.03245 y2509 y
4 2025-05-21 P 8584.0 ... -0.055918 p2509 p
5 2025-05-21 JD 3190.0 ... -0.073981 jd2507 jd
6 2025-05-21 L 7583.33 ... -0.046329 l2509 l
7 2025-05-21 V 4721.0 ... 0.048507 v2509 v
8 2025-05-21 PP 7440.0 ... -0.052151 pp2509 pp
9 2025-05-21 I 781.0 ... -0.070423 i2509 i
10 2025-05-21 EG 4543.33 ... -0.027145 eg2509 eg
11 2025-05-21 EB 8130.0 ... -0.088561 eb2507 eb
12 2025-05-21 PG 4715.0 ... -0.115164 pg2507 pg
13 2025-05-21 LH 14570.0 ... -0.063143 lh2509 lh
14 2025-05-21 CF 14550.83 ... -0.073592 CF509 CF
15 2025-05-21 SR 6145.0 ... -0.047844 SR509 SR
16 2025-05-21 TA 4986.25 ... -0.043369 TA509 TA
17 2025-05-21 OI 9541.67 ... -0.013275 OI509 OI
18 2025-05-21 MA 2321.25 ... -0.023802 MA509 MA
19 2025-05-21 FG 1148.0 ... -0.106272 FG509 FG
20 2025-05-21 RM 2485.0 ... 0.016901 RM509 RM
21 2025-05-21 SF 5435.71 ... 0.0328 SF507 SF
22 2025-05-21 SM 5636.0 ... 0.02484 SM509 SM
23 2025-05-21 CY 23775.0 ... -0.168875 CY507 CY
24 2025-05-21 UR 1926.0 ... -0.035306 UR509 UR
25 2025-05-21 SA 1462.5 ... -0.12547 SA509 SA
26 2025-05-21 PF 6660.0 ... -0.01982 PF507 PF
27 2025-05-21 PX 6850.0 ... -0.016642 PX509 PX
28 2025-05-21 SH 867.0 ... 1.916955 SH509 SH
29 2025-05-21 CU 78493.33 ... -0.005138 cu2506 cu
30 2025-05-21 AL 20226.67 ... -0.002802 al2507 al
31 2025-05-21 ZN 22744.0 ... -0.015784 zn2507 zn
32 2025-05-21 PB 16831.25 ... 0.003491 pb2507 pb
33 2025-05-21 NI 124658.33 ... -0.008971 ni2507 ni
34 2025-05-21 SN 268212.5 ... -0.004148 sn2506 sn
35 2025-05-21 AU 751.88 ... 0.024977 au2508 au
36 2025-05-21 AG 8078.0 ... 0.016836 ag2508 ag
37 2025-05-21 RB 3154.44 ... -0.029305 rb2510 rb
38 2025-05-21 WR 3327.5 ... 0.004057 wr2510 wr
39 2025-05-21 HC 3286.67 ... -0.02424 hc2510 hc
40 2025-05-21 FU 5437.5 ... -0.43577 fu2507 fu
41 2025-05-21 BU 3582.5 ... -0.016609 bu2507 bu
42 2025-05-21 RU 14558.33 ... 0.020378 ru2509 ru
43 2025-05-21 SP 6300.0 ... -0.135556 sp2507 sp
44 2025-05-21 SS 13237.5 ... -0.027384 ss2507 ss
45 2025-05-21 BR 12560.0 ... -0.039013 br2507 br
46 2025-05-21 SI 9210.0 ... -0.136265 SI2509 si
47 2025-05-21 LC 63266.67 ... -0.033931 LC2507 lc
[48 rows x 15 columns]
2025-05-21 18:26:02,493 - future_1d - INFO - save future_spot 2025-05-21 add
2025-05-21 18:26:02,501 - future_1d - INFO - 0 ... 16
date 2025-05-21 ... 2025-05-21
variety C ... TA
spot_price 2298.57 ... 4986.25
near_contract c2507 ... TA506
near_contract_price 2317.0 ... 4878.0
dominant_contract c2507 ... TA509
dominant_contract_price 2317.0 ... 4770.0
near_month 2507 ... 2506
dominant_month 2507 ... 2509
near_basis 18.43 ... -108.25
dom_basis 18.43 ... -216.25
near_basis_rate 0.008 ... -0.0217
dom_basis_rate 0.008 ... -0.0434
symbol c2507 ... TA509
comd c ... TA
created_at 2025-05-21 18:26:02.457216 ... 2025-05-21 18:26:02.457216
updated_at 2025-05-21 18:26:02.457578 ... 2025-05-21 18:26:02.457578
[17 rows x 5 columns]