=========================================================================
2025-10-14 16:25:29 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-10-14 16:25:31,740 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-10-14 16:25:32,135 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-30, end_day=2025-09-30) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-30 C 2285.71 ... -0.060686 c2511 c
1 2025-09-30 A 4285.0 ... -0.083081 a2511 a
2 2025-09-30 M 2988.0 ... -0.018407 m2601 m
3 2025-09-30 Y 8218.0 ... -0.012655 y2601 y
4 2025-09-30 P 9226.0 ... -0.003902 p2601 p
5 2025-09-30 JD 3635.0 ... -0.169739 jd2511 jd
6 2025-09-30 L 7348.33 ... -0.026173 l2601 l
7 2025-09-30 V 4606.0 ... 0.054711 v2601 v
8 2025-09-30 PP 6920.0 ... -0.006792 pp2601 pp
9 2025-09-30 JM 1508.75 ... -0.240431 jm2601 jm
10 2025-09-30 I 792.22 ... -0.011638 i2601 i
11 2025-09-30 EG 4385.0 ... -0.042189 eg2601 eg
12 2025-09-30 EB 7120.0 ... -0.039607 eb2511 eb
13 2025-09-30 PG 4552.5 ... -0.056562 pg2511 pg
14 2025-09-30 LH 12620.0 ... 0.010301 lh2601 lh
15 2025-09-30 BZ 5848.67 ... -0.008151 bz2603 bz
16 2025-09-30 CF 14888.83 ... -0.110407 CF601 CF
17 2025-09-30 SR 5813.33 ... -0.055619 SR601 SR
18 2025-09-30 TA 4595.0 ... 0.000653 TA601 TA
19 2025-09-30 OI 10175.0 ... -0.012678 OI601 OI
20 2025-09-30 MA 2237.5 ... 0.04581 MA601 MA
21 2025-09-30 FG 1248.0 ... -0.014423 FG601 FG
22 2025-09-30 RM 2536.67 ... -0.043234 RM601 RM
23 2025-09-30 SF 5241.43 ... 0.055819 SF511 SF
24 2025-09-30 SM 5656.0 ... 0.019802 SM601 SM
25 2025-09-30 CY 23550.0 ... -0.176433 CY511 CY
26 2025-09-30 UR 1621.25 ... 0.027602 UR601 UR
27 2025-09-30 SA 1262.5 ... 0.007525 SA601 SA
28 2025-09-30 PF 6416.33 ... -0.022182 PF511 PF
29 2025-09-30 PX 6800.0 ... -0.035 PX601 PX
30 2025-09-30 SH 832.0 ... 2.022837 SH601 SH
31 2025-09-30 PR 5855.0 ... -0.01725 PR512 PR
32 2025-09-30 CU 83143.33 ... 0.001403 cu2511 cu
33 2025-09-30 AL 20733.33 ... 0.001045 al2511 al
34 2025-09-30 ZN 21824.0 ... 0.005086 zn2511 zn
35 2025-09-30 PB 16862.5 ... 0.004003 pb2511 pb
36 2025-09-30 NI 122500.0 ... -0.00751 ni2511 ni
37 2025-09-30 SN 277800.0 ... 0.003456 sn2511 sn
38 2025-09-30 AU 872.11 ... 0.000218 au2512 au
39 2025-09-30 AG 10890.33 ... 0.003275 ag2512 ag
40 2025-09-30 RB 3168.5 ... -0.024775 rb2601 rb
41 2025-09-30 WR 3357.5 ... -0.015041 wr2601 wr
42 2025-09-30 HC 3383.33 ... -0.032314 hc2601 hc
43 2025-09-30 FU 5475.0 ... -0.475799 fu2601 fu
44 2025-09-30 BU 3583.33 ... -0.043627 bu2511 bu
45 2025-09-30 RU 14666.67 ... 0.035 ru2601 ru
46 2025-09-30 SP 5633.33 ... -0.137988 sp2511 sp
47 2025-09-30 SS 13055.0 ... -0.019533 ss2512 ss
48 2025-09-30 BR 11670.0 ... -0.042416 br2511 br
49 2025-09-30 SI 9710.0 ... -0.107621 SI2511 si
50 2025-09-30 LC 73166.67 ... -0.000365 LC2511 lc
51 2025-09-30 PS 52000.0 ... -0.02375 PS2511 ps
[52 rows x 15 columns]
2025-10-14 16:25:32,312 - future_1d - INFO - save future_spot 2025-09-30 completed
2025-10-14 16:25:42,234 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-09, end_day=2025-10-09) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-09 C 2237.14 ... -0.04521 c2511 c
1 2025-10-09 A 4260.0 ... -0.070423 a2511 a
2 2025-10-09 M 3016.0 ... -0.027188 m2601 m
3 2025-10-09 Y 8512.0 ... -0.025611 y2601 y
4 2025-10-09 P 9598.0 ... -0.00896 p2601 p
5 2025-10-09 JD 3165.0 ... -0.092891 jd2511 jd
6 2025-10-09 L 7221.67 ... -0.020587 l2601 l
7 2025-10-09 V 4528.0 ... 0.050133 v2601 v
8 2025-10-09 PP 6910.0 ... -0.023155 pp2601 pp
9 2025-10-09 JM 1493.75 ... -0.232134 jm2601 jm
10 2025-10-09 I 794.44 ... -0.009365 i2601 i
11 2025-10-09 EG 4346.67 ... -0.046396 eg2601 eg
12 2025-10-09 EB 7086.0 ... -0.042196 eb2511 eb
13 2025-10-09 PG 4582.5 ... -0.110093 pg2511 pg
14 2025-10-09 LH 12330.0 ... -0.007705 lh2601 lh
15 2025-10-09 BZ 5695.33 ... 0.006439 bz2603 bz
16 2025-10-09 CF 14764.17 ... -0.099848 CF601 CF
17 2025-10-09 SR 5820.0 ... -0.052062 SR601 SR
18 2025-10-09 TA 4564.5 ... -0.00011 TA601 TA
19 2025-10-09 OI 10386.67 ... -0.018261 OI601 OI
20 2025-10-09 MA 2216.25 ... 0.036887 MA601 MA
21 2025-10-09 FG 1248.0 ... -0.026442 FG601 FG
22 2025-10-09 RM 2520.0 ... -0.036111 RM601 RM
23 2025-10-09 SF 5175.71 ... 0.052609 SF601 SF
24 2025-10-09 SM 5652.0 ... 0.018401 SM601 SM
25 2025-10-09 CY 23475.0 ... -0.174441 CY601 CY
26 2025-10-09 UR 1583.75 ... 0.022257 UR601 UR
27 2025-10-09 SA 1262.5 ... -0.009109 SA601 SA
28 2025-10-09 PF 6411.52 ... -0.030807 PF512 PF
29 2025-10-09 PX 6800.0 ... -0.040882 PX601 PX
30 2025-10-09 SH 832.0 ... 1.967548 SH601 SH
31 2025-10-09 PR 5815.0 ... -0.017369 PR601 PR
32 2025-10-09 CU 85823.33 ... 0.00101 cu2511 cu
33 2025-10-09 AL 20970.0 ... 0.001669 al2511 al
34 2025-10-09 ZN 22140.0 ... 0.00271 zn2511 zn
35 2025-10-09 PB 16868.75 ... 0.010152 pb2511 pb
36 2025-10-09 NI 124000.0 ... -0.007097 ni2511 ni
37 2025-10-09 SN 283987.5 ... 0.003812 sn2511 sn
38 2025-10-09 AU 910.87 ... 0.002295 au2512 au
39 2025-10-09 AG 11150.67 ... 0.005231 ag2512 ag
40 2025-10-09 RB 3174.5 ... -0.027563 rb2601 rb
41 2025-10-09 WR 3357.5 ... -0.011169 wr2601 wr
42 2025-10-09 HC 3373.33 ... -0.029742 hc2601 hc
43 2025-10-09 FU 5475.0 ... -0.48621 fu2601 fu
44 2025-10-09 BU 3570.0 ... -0.054342 bu2511 bu
45 2025-10-09 RU 14758.33 ... 0.038397 ru2601 ru
46 2025-10-09 SP 5566.67 ... -0.135569 sp2511 sp
47 2025-10-09 SS 13087.5 ... -0.020439 ss2512 ss
48 2025-10-09 BR 11670.0 ... -0.037275 br2512 br
49 2025-10-09 SI 9700.0 ... -0.108763 SI2511 si
50 2025-10-09 LC 73216.67 ... 0.006601 LC2511 lc
51 2025-10-09 PS 52000.0 ... -0.034904 PS2511 ps
[52 rows x 15 columns]
2025-10-14 16:25:42,395 - future_1d - INFO - save future_spot 2025-10-09 completed
2025-10-14 16:25:49,368 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-10, end_day=2025-10-10) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-10 C 2215.71 ... -0.038232 c2511 c
1 2025-10-10 A 4260.0 ... -0.070892 a2601 a
2 2025-10-10 M 3006.0 ... -0.027279 m2601 m
3 2025-10-10 Y 8492.0 ... -0.019783 y2601 y
4 2025-10-10 P 9504.0 ... -0.001684 p2601 p
5 2025-10-10 JD 3060.0 ... -0.073203 jd2511 jd
6 2025-10-10 L 7205.0 ... -0.021235 l2601 l
7 2025-10-10 V 4526.0 ... 0.050376 v2601 v
8 2025-10-10 PP 6876.67 ... -0.020747 pp2601 pp
9 2025-10-10 JM 1493.75 ... -0.220084 jm2601 jm
10 2025-10-10 I 803.78 ... -0.010301 i2601 i
11 2025-10-10 EG 4346.67 ... -0.048237 eg2601 eg
12 2025-10-10 EB 7086.0 ... -0.042901 eb2511 eb
13 2025-10-10 PG 4547.5 ... -0.106542 pg2511 pg
14 2025-10-10 LH 12230.0 ... -0.001226 lh2601 lh
15 2025-10-10 BZ 5662.0 ... 0.01254 bz2603 bz
16 2025-10-10 CF 14778.83 ... -0.096343 CF601 CF
17 2025-10-10 SR 5816.67 ... -0.051519 SR601 SR
18 2025-10-10 TA 4521.08 ... 0.007281 TA601 TA
19 2025-10-10 OI 10268.33 ... -0.012692 OI601 OI
20 2025-10-10 MA 2232.5 ... 0.027996 MA601 MA
21 2025-10-10 FG 1256.0 ... -0.025478 FG601 FG
22 2025-10-10 RM 2485.0 ... -0.031791 RM601 RM
23 2025-10-10 SF 5175.71 ... 0.047586 SF601 SF
24 2025-10-10 SM 5646.0 ... 0.020191 SM601 SM
25 2025-10-10 CY 23475.0 ... -0.17295 CY601 CY
26 2025-10-10 UR 1581.25 ... 0.01249 UR601 UR
27 2025-10-10 SA 1262.5 ... -0.007525 SA601 SA
28 2025-10-10 PF 6394.93 ... -0.032984 PF512 PF
29 2025-10-10 PX 6800.0 ... -0.042941 PX601 PX
30 2025-10-10 SH 840.0 ... 1.939286 SH601 SH
31 2025-10-10 PR 5812.5 ... -0.021763 PR601 PR
32 2025-10-10 CU 86715.0 ... 0.002249 cu2511 cu
33 2025-10-10 AL 20970.0 ... 0.005722 al2511 al
34 2025-10-10 ZN 22300.0 ... 0.003812 zn2511 zn
35 2025-10-10 PB 16993.75 ... 0.007723 pb2511 pb
36 2025-10-10 NI 123916.67 ... -0.003443 ni2511 ni
37 2025-10-10 SN 288025.0 ... 0.001406 sn2511 sn
38 2025-10-10 AU 910.87 ... -0.00157 au2512 au
39 2025-10-10 AG 11150.67 ... 0.00559 ag2512 ag
40 2025-10-10 RB 3181.5 ... -0.023417 rb2601 rb
41 2025-10-10 WR 3350.0 ... 0.019701 wr2601 wr
42 2025-10-10 HC 3393.33 ... -0.030451 hc2601 hc
43 2025-10-10 FU 5400.0 ... -0.480926 fu2601 fu
44 2025-10-10 BU 3560.0 ... -0.060112 bu2511 bu
45 2025-10-10 RU 14750.0 ... 0.041356 ru2601 ru
46 2025-10-10 SP 5550.0 ... -0.07964 sp2601 sp
47 2025-10-10 SS 13087.5 ... -0.017383 ss2512 ss
48 2025-10-10 BR 11670.0 ... -0.040274 br2512 br
49 2025-10-10 SI 9700.0 ... -0.100515 SI2511 si
50 2025-10-10 LC 73166.67 ... -0.000911 LC2511 lc
51 2025-10-10 PS 52000.0 ... -0.040096 PS2511 ps
[52 rows x 15 columns]
2025-10-14 16:25:49,527 - future_1d - INFO - save future_spot 2025-10-10 completed
2025-10-14 16:25:59,564 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-13, end_day=2025-10-13) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-13 C 2194.29 ... -0.03659 c2601 c
1 2025-10-13 A 4250.0 ... -0.066118 a2601 a
2 2025-10-13 M 3032.0 ... -0.031662 m2601 m
3 2025-10-13 Y 8462.0 ... -0.021272 y2601 y
4 2025-10-13 P 9422.0 ... -0.004882 p2601 p
5 2025-10-13 JD 3000.0 ... -0.065333 jd2511 jd
6 2025-10-13 L 7145.0 ... -0.019594 l2601 l
7 2025-10-13 V 4535.0 ... 0.040794 v2601 v
8 2025-10-13 PP 6840.0 ... -0.019298 pp2601 pp
9 2025-10-13 JM 1513.75 ... -0.2436 jm2601 jm
10 2025-10-13 I 803.0 ... -0.005604 i2601 i
11 2025-10-13 EG 4346.67 ... -0.053988 eg2601 eg
12 2025-10-13 EB 7020.0 ... -0.04359 eb2511 eb
13 2025-10-13 PG 4470.0 ... -0.110067 pg2512 pg
14 2025-10-13 LH 11620.0 ... 0.045611 lh2601 lh
15 2025-10-13 BZ 5575.33 ... 0.023617 bz2603 bz
16 2025-10-13 CF 14805.17 ... -0.102678 CF601 CF
17 2025-10-13 SR 5840.0 ... -0.062671 SR601 SR
18 2025-10-13 TA 4492.17 ... 0.004414 TA601 TA
19 2025-10-13 OI 10228.33 ... -0.023594 OI601 OI
20 2025-10-13 MA 2288.75 ... 0.020208 MA601 MA
21 2025-10-13 FG 1256.0 ... -0.062102 FG601 FG
22 2025-10-13 RM 2478.33 ... -0.032413 RM601 RM
23 2025-10-13 SF 5137.14 ... 0.043771 SF601 SF
24 2025-10-13 SM 5620.0 ... 0.02242 SM601 SM
25 2025-10-13 CY 23475.0 ... -0.175506 CY601 CY
26 2025-10-13 UR 1572.5 ... 0.020668 UR601 UR
27 2025-10-13 SA 1218.57 ... 0.020048 SA601 SA
28 2025-10-13 PF 6366.53 ... -0.03621 PF512 PF
29 2025-10-13 PX 6800.0 ... -0.052941 PX601 PX
30 2025-10-13 SH 848.0 ... 1.891509 SH601 SH
31 2025-10-13 PR 5747.5 ... -0.020792 PR601 PR
32 2025-10-13 CU 85103.33 ... -0.003447 cu2511 cu
33 2025-10-13 AL 20933.33 ... -0.003025 al2512 al
34 2025-10-13 ZN 22200.0 ... 0.003829 zn2511 zn
35 2025-10-13 PB 17006.25 ... 0.008747 pb2511 pb
36 2025-10-13 NI 122616.67 ... -0.006742 ni2512 ni
37 2025-10-13 SN 282712.5 ... 0.002962 sn2511 sn
38 2025-10-13 AU 905.8 ... 0.009384 au2512 au
39 2025-10-13 AG 11261.67 ... -0.002279 ag2512 ag
40 2025-10-13 RB 3141.0 ... -0.01751 rb2601 rb
41 2025-10-13 WR 3317.5 ... 0.010098 wr2601 wr
42 2025-10-13 HC 3370.0 ... -0.031454 hc2601 hc
43 2025-10-13 FU 5387.5 ... -0.493271 fu2601 fu
44 2025-10-13 BU 3516.67 ... -0.058769 bu2511 bu
45 2025-10-13 RU 14466.67 ... 0.036175 ru2601 ru
46 2025-10-13 SP 5550.0 ... -0.081441 sp2601 sp
47 2025-10-13 SS 13037.5 ... -0.027037 ss2512 ss
48 2025-10-13 BR 11360.0 ... -0.040493 br2512 br
49 2025-10-13 SI 9700.0 ... -0.102062 SI2511 si
50 2025-10-13 LC 73066.67 ... -0.010219 LC2511 lc
51 2025-10-13 PS 52000.0 ... -0.062596 PS2511 ps
[52 rows x 15 columns]
2025-10-14 16:25:59,724 - future_1d - INFO - save future_spot 2025-10-13 completed
2025-10-14 16:26:07,803 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-14, end_day=2025-10-14) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-14 C 2187.14 ... -0.037556 c2601 c
1 2025-10-14 A 4250.0 ... -0.066118 a2601 a
2 2025-10-14 M 3012.0 ... -0.033201 m2601 m
3 2025-10-14 Y 8442.0 ... -0.020374 y2601 y
4 2025-10-14 P 9446.0 ... -0.008469 p2601 p
5 2025-10-14 JD 2940.0 ... -0.031633 jd2511 jd
6 2025-10-14 L 7133.33 ... -0.027663 l2601 l
7 2025-10-14 V 4521.0 ... 0.036054 v2601 v
8 2025-10-14 PP 6790.0 ... -0.023859 pp2601 pp
9 2025-10-14 JM 1513.75 ... -0.247234 jm2601 jm
10 2025-10-14 I 803.56 ... -0.019364 i2601 i
11 2025-10-14 EG 4346.67 ... -0.063191 eg2601 eg
12 2025-10-14 EB 7020.0 ... -0.058689 eb2511 eb
13 2025-10-14 PG 4445.0 ... -0.104387 pg2512 pg
14 2025-10-14 LH 11400.0 ... 0.082018 lh2601 lh
15 2025-10-14 BZ 5575.33 ... 0.00873 bz2603 bz
16 2025-10-14 CF 14805.17 ... -0.104705 CF601 CF
17 2025-10-14 SR 5840.0 ... -0.075342 SR601 SR
18 2025-10-14 TA 4460.09 ... 0.000877 TA601 TA
19 2025-10-14 OI 10170.0 ... -0.018387 OI601 OI
20 2025-10-14 MA 2260.0 ... 0.016372 MA601 MA
21 2025-10-14 FG 1256.0 ... -0.085191 FG601 FG
22 2025-10-14 RM 2458.33 ... -0.036338 RM601 RM
23 2025-10-14 SF 5140.0 ... 0.037743 SF601 SF
24 2025-10-14 SM 5590.0 ... 0.024687 SM601 SM
25 2025-10-14 CY 23450.0 ... -0.176546 CY601 CY
26 2025-10-14 UR 1580.0 ... 0.013924 UR601 UR
27 2025-10-14 SA 1218.57 ... 0.008559 SA601 SA
28 2025-10-14 PF 6351.3 ... -0.043345 PF512 PF
29 2025-10-14 PX 6800.0 ... -0.063235 PX601 PX
30 2025-10-14 SH 848.0 ... 1.864387 SH601 SH
31 2025-10-14 PR 5747.5 ... -0.030535 PR601 PR
32 2025-10-14 CU 86000.0 ... -0.003605 cu2512 cu
33 2025-10-14 AL 20913.33 ... 0.001514 al2512 al
34 2025-10-14 ZN 22198.0 ... 0.003469 zn2511 zn
35 2025-10-14 PB 16943.75 ... 0.008336 pb2511 pb
36 2025-10-14 NI 122616.67 ... -0.011472 ni2512 ni
37 2025-10-14 SN 282262.5 ... -0.000434 sn2511 sn
38 2025-10-14 AU 931.97 ... 0.009303 au2512 au
39 2025-10-14 AG 11890.67 ... -0.016288 ag2512 ag
40 2025-10-14 RB 3118.5 ... -0.018759 rb2601 rb
41 2025-10-14 WR 3315.0 ... 0.004223 wr2601 wr
42 2025-10-14 HC 3343.33 ... -0.030906 hc2601 hc
43 2025-10-14 FU 5450.0 ... -0.502018 fu2601 fu
44 2025-10-14 BU 3516.67 ... -0.099716 bu2601 bu
45 2025-10-14 RU 14391.67 ... 0.032194 ru2601 ru
46 2025-10-14 SP 5550.0 ... -0.07027 sp2601 sp
47 2025-10-14 SS 13037.5 ... -0.034324 ss2512 ss
48 2025-10-14 BR 11310.0 ... -0.045977 br2512 br
49 2025-10-14 SI 9700.0 ... -0.115464 SI2511 si
50 2025-10-14 LC 73016.67 ... 0.001963 LC2601 lc
51 2025-10-14 PS 52000.0 ... -0.05375 PS2511 ps
[52 rows x 15 columns]
2025-10-14 16:26:07,988 - future_1d - INFO - save future_spot 2025-10-14 add
2025-10-14 16:26:07,995 - future_1d - INFO - 0 ... 4
date 2025-10-14 ... 2025-10-14
variety C ... P
spot_price 2187.14 ... 9446.0
near_contract c2511 ... p2510
near_contract_price 2087.0 ... 9184.0
dominant_contract c2601 ... p2601
dominant_contract_price 2105.0 ... 9366.0
near_month 2511 ... 2510
dominant_month 2601 ... 2601
near_basis -100.14 ... -262.0
dom_basis -82.14 ... -80.0
near_basis_rate -0.0458 ... -0.0277
dom_basis_rate -0.0376 ... -0.0085
symbol c2601 ... p2601
comd c ... p
created_at 2025-10-14 16:26:07.941616 ... 2025-10-14 16:26:07.941616
updated_at 2025-10-14 16:26:07.941984 ... 2025-10-14 16:26:07.941984
[17 rows x 5 columns]
=========================================================================
2025-10-14 18:25:12 Tue START TASK.01 future_1d future_spot
=========================================================================
2025-10-14 18:25:14,821 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-10-14 18:25:15,183 - future_1d - INFO - futures_spot_price_daily(start_day=2025-09-30, end_day=2025-09-30) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-09-30 C 2285.71 ... -0.060686 c2511 c
1 2025-09-30 A 4285.0 ... -0.083081 a2511 a
2 2025-09-30 M 2988.0 ... -0.018407 m2601 m
3 2025-09-30 Y 8218.0 ... -0.012655 y2601 y
4 2025-09-30 P 9226.0 ... -0.003902 p2601 p
5 2025-09-30 JD 3635.0 ... -0.169739 jd2511 jd
6 2025-09-30 L 7348.33 ... -0.026173 l2601 l
7 2025-09-30 V 4606.0 ... 0.054711 v2601 v
8 2025-09-30 PP 6920.0 ... -0.006792 pp2601 pp
9 2025-09-30 JM 1508.75 ... -0.240431 jm2601 jm
10 2025-09-30 I 792.22 ... -0.011638 i2601 i
11 2025-09-30 EG 4385.0 ... -0.042189 eg2601 eg
12 2025-09-30 EB 7120.0 ... -0.039607 eb2511 eb
13 2025-09-30 PG 4552.5 ... -0.056562 pg2511 pg
14 2025-09-30 LH 12620.0 ... 0.010301 lh2601 lh
15 2025-09-30 BZ 5848.67 ... -0.008151 bz2603 bz
16 2025-09-30 CF 14888.83 ... -0.110407 CF601 CF
17 2025-09-30 SR 5813.33 ... -0.055619 SR601 SR
18 2025-09-30 TA 4595.0 ... 0.000653 TA601 TA
19 2025-09-30 OI 10175.0 ... -0.012678 OI601 OI
20 2025-09-30 MA 2237.5 ... 0.04581 MA601 MA
21 2025-09-30 FG 1248.0 ... -0.014423 FG601 FG
22 2025-09-30 RM 2536.67 ... -0.043234 RM601 RM
23 2025-09-30 SF 5241.43 ... 0.055819 SF511 SF
24 2025-09-30 SM 5656.0 ... 0.019802 SM601 SM
25 2025-09-30 CY 23550.0 ... -0.176433 CY511 CY
26 2025-09-30 UR 1621.25 ... 0.027602 UR601 UR
27 2025-09-30 SA 1262.5 ... 0.007525 SA601 SA
28 2025-09-30 PF 6416.33 ... -0.022182 PF511 PF
29 2025-09-30 PX 6800.0 ... -0.035 PX601 PX
30 2025-09-30 SH 832.0 ... 2.022837 SH601 SH
31 2025-09-30 PR 5855.0 ... -0.01725 PR512 PR
32 2025-09-30 CU 83143.33 ... 0.001403 cu2511 cu
33 2025-09-30 AL 20733.33 ... 0.001045 al2511 al
34 2025-09-30 ZN 21824.0 ... 0.005086 zn2511 zn
35 2025-09-30 PB 16862.5 ... 0.004003 pb2511 pb
36 2025-09-30 NI 122500.0 ... -0.00751 ni2511 ni
37 2025-09-30 SN 277800.0 ... 0.003456 sn2511 sn
38 2025-09-30 AU 872.11 ... 0.000218 au2512 au
39 2025-09-30 AG 10890.33 ... 0.003275 ag2512 ag
40 2025-09-30 RB 3168.5 ... -0.024775 rb2601 rb
41 2025-09-30 WR 3357.5 ... -0.015041 wr2601 wr
42 2025-09-30 HC 3383.33 ... -0.032314 hc2601 hc
43 2025-09-30 FU 5475.0 ... -0.475799 fu2601 fu
44 2025-09-30 BU 3583.33 ... -0.043627 bu2511 bu
45 2025-09-30 RU 14666.67 ... 0.035 ru2601 ru
46 2025-09-30 SP 5633.33 ... -0.137988 sp2511 sp
47 2025-09-30 SS 13055.0 ... -0.019533 ss2512 ss
48 2025-09-30 BR 11670.0 ... -0.042416 br2511 br
49 2025-09-30 SI 9710.0 ... -0.107621 SI2511 si
50 2025-09-30 LC 73166.67 ... -0.000365 LC2511 lc
51 2025-09-30 PS 52000.0 ... -0.02375 PS2511 ps
[52 rows x 15 columns]
2025-10-14 18:25:15,525 - future_1d - INFO - save future_spot 2025-09-30 completed
2025-10-14 18:25:25,117 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-09, end_day=2025-10-09) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-09 C 2237.14 ... -0.04521 c2511 c
1 2025-10-09 A 4260.0 ... -0.070423 a2511 a
2 2025-10-09 M 3016.0 ... -0.027188 m2601 m
3 2025-10-09 Y 8512.0 ... -0.025611 y2601 y
4 2025-10-09 P 9598.0 ... -0.00896 p2601 p
5 2025-10-09 JD 3165.0 ... -0.092891 jd2511 jd
6 2025-10-09 L 7221.67 ... -0.020587 l2601 l
7 2025-10-09 V 4528.0 ... 0.050133 v2601 v
8 2025-10-09 PP 6910.0 ... -0.023155 pp2601 pp
9 2025-10-09 JM 1493.75 ... -0.232134 jm2601 jm
10 2025-10-09 I 794.44 ... -0.009365 i2601 i
11 2025-10-09 EG 4346.67 ... -0.046396 eg2601 eg
12 2025-10-09 EB 7086.0 ... -0.042196 eb2511 eb
13 2025-10-09 PG 4582.5 ... -0.110093 pg2511 pg
14 2025-10-09 LH 12330.0 ... -0.007705 lh2601 lh
15 2025-10-09 BZ 5695.33 ... 0.006439 bz2603 bz
16 2025-10-09 CF 14764.17 ... -0.099848 CF601 CF
17 2025-10-09 SR 5820.0 ... -0.052062 SR601 SR
18 2025-10-09 TA 4564.5 ... -0.00011 TA601 TA
19 2025-10-09 OI 10386.67 ... -0.018261 OI601 OI
20 2025-10-09 MA 2216.25 ... 0.036887 MA601 MA
21 2025-10-09 FG 1248.0 ... -0.026442 FG601 FG
22 2025-10-09 RM 2520.0 ... -0.036111 RM601 RM
23 2025-10-09 SF 5175.71 ... 0.052609 SF601 SF
24 2025-10-09 SM 5652.0 ... 0.018401 SM601 SM
25 2025-10-09 CY 23475.0 ... -0.174441 CY601 CY
26 2025-10-09 UR 1583.75 ... 0.022257 UR601 UR
27 2025-10-09 SA 1262.5 ... -0.009109 SA601 SA
28 2025-10-09 PF 6411.52 ... -0.030807 PF512 PF
29 2025-10-09 PX 6800.0 ... -0.040882 PX601 PX
30 2025-10-09 SH 832.0 ... 1.967548 SH601 SH
31 2025-10-09 PR 5815.0 ... -0.017369 PR601 PR
32 2025-10-09 CU 85823.33 ... 0.00101 cu2511 cu
33 2025-10-09 AL 20970.0 ... 0.001669 al2511 al
34 2025-10-09 ZN 22140.0 ... 0.00271 zn2511 zn
35 2025-10-09 PB 16868.75 ... 0.010152 pb2511 pb
36 2025-10-09 NI 124000.0 ... -0.007097 ni2511 ni
37 2025-10-09 SN 283987.5 ... 0.003812 sn2511 sn
38 2025-10-09 AU 910.87 ... 0.002295 au2512 au
39 2025-10-09 AG 11150.67 ... 0.005231 ag2512 ag
40 2025-10-09 RB 3174.5 ... -0.027563 rb2601 rb
41 2025-10-09 WR 3357.5 ... -0.011169 wr2601 wr
42 2025-10-09 HC 3373.33 ... -0.029742 hc2601 hc
43 2025-10-09 FU 5475.0 ... -0.48621 fu2601 fu
44 2025-10-09 BU 3570.0 ... -0.054342 bu2511 bu
45 2025-10-09 RU 14758.33 ... 0.038397 ru2601 ru
46 2025-10-09 SP 5566.67 ... -0.135569 sp2511 sp
47 2025-10-09 SS 13087.5 ... -0.020439 ss2512 ss
48 2025-10-09 BR 11670.0 ... -0.037275 br2512 br
49 2025-10-09 SI 9700.0 ... -0.108763 SI2511 si
50 2025-10-09 LC 73216.67 ... 0.006601 LC2511 lc
51 2025-10-09 PS 52000.0 ... -0.034904 PS2511 ps
[52 rows x 15 columns]
2025-10-14 18:25:25,279 - future_1d - INFO - save future_spot 2025-10-09 completed
2025-10-14 18:25:31,182 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-10, end_day=2025-10-10) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-10 C 2215.71 ... -0.038232 c2511 c
1 2025-10-10 A 4260.0 ... -0.070892 a2601 a
2 2025-10-10 M 3006.0 ... -0.027279 m2601 m
3 2025-10-10 Y 8492.0 ... -0.019783 y2601 y
4 2025-10-10 P 9504.0 ... -0.001684 p2601 p
5 2025-10-10 JD 3060.0 ... -0.073203 jd2511 jd
6 2025-10-10 L 7205.0 ... -0.021235 l2601 l
7 2025-10-10 V 4526.0 ... 0.050376 v2601 v
8 2025-10-10 PP 6876.67 ... -0.020747 pp2601 pp
9 2025-10-10 JM 1493.75 ... -0.220084 jm2601 jm
10 2025-10-10 I 803.78 ... -0.010301 i2601 i
11 2025-10-10 EG 4346.67 ... -0.048237 eg2601 eg
12 2025-10-10 EB 7086.0 ... -0.042901 eb2511 eb
13 2025-10-10 PG 4547.5 ... -0.106542 pg2511 pg
14 2025-10-10 LH 12230.0 ... -0.001226 lh2601 lh
15 2025-10-10 BZ 5662.0 ... 0.01254 bz2603 bz
16 2025-10-10 CF 14778.83 ... -0.096343 CF601 CF
17 2025-10-10 SR 5816.67 ... -0.051519 SR601 SR
18 2025-10-10 TA 4521.08 ... 0.007281 TA601 TA
19 2025-10-10 OI 10268.33 ... -0.012692 OI601 OI
20 2025-10-10 MA 2232.5 ... 0.027996 MA601 MA
21 2025-10-10 FG 1256.0 ... -0.025478 FG601 FG
22 2025-10-10 RM 2485.0 ... -0.031791 RM601 RM
23 2025-10-10 SF 5175.71 ... 0.047586 SF601 SF
24 2025-10-10 SM 5646.0 ... 0.020191 SM601 SM
25 2025-10-10 CY 23475.0 ... -0.17295 CY601 CY
26 2025-10-10 UR 1581.25 ... 0.01249 UR601 UR
27 2025-10-10 SA 1262.5 ... -0.007525 SA601 SA
28 2025-10-10 PF 6394.93 ... -0.032984 PF512 PF
29 2025-10-10 PX 6800.0 ... -0.042941 PX601 PX
30 2025-10-10 SH 840.0 ... 1.939286 SH601 SH
31 2025-10-10 PR 5812.5 ... -0.021763 PR601 PR
32 2025-10-10 CU 86715.0 ... 0.002249 cu2511 cu
33 2025-10-10 AL 20970.0 ... 0.005722 al2511 al
34 2025-10-10 ZN 22300.0 ... 0.003812 zn2511 zn
35 2025-10-10 PB 16993.75 ... 0.007723 pb2511 pb
36 2025-10-10 NI 123916.67 ... -0.003443 ni2511 ni
37 2025-10-10 SN 288025.0 ... 0.001406 sn2511 sn
38 2025-10-10 AU 910.87 ... -0.00157 au2512 au
39 2025-10-10 AG 11150.67 ... 0.00559 ag2512 ag
40 2025-10-10 RB 3181.5 ... -0.023417 rb2601 rb
41 2025-10-10 WR 3350.0 ... 0.019701 wr2601 wr
42 2025-10-10 HC 3393.33 ... -0.030451 hc2601 hc
43 2025-10-10 FU 5400.0 ... -0.480926 fu2601 fu
44 2025-10-10 BU 3560.0 ... -0.060112 bu2511 bu
45 2025-10-10 RU 14750.0 ... 0.041356 ru2601 ru
46 2025-10-10 SP 5550.0 ... -0.07964 sp2601 sp
47 2025-10-10 SS 13087.5 ... -0.017383 ss2512 ss
48 2025-10-10 BR 11670.0 ... -0.040274 br2512 br
49 2025-10-10 SI 9700.0 ... -0.100515 SI2511 si
50 2025-10-10 LC 73166.67 ... -0.000911 LC2511 lc
51 2025-10-10 PS 52000.0 ... -0.040096 PS2511 ps
[52 rows x 15 columns]
2025-10-14 18:25:31,344 - future_1d - INFO - save future_spot 2025-10-10 completed
2025-10-14 18:25:39,320 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-13, end_day=2025-10-13) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-13 C 2194.29 ... -0.03659 c2601 c
1 2025-10-13 A 4250.0 ... -0.066118 a2601 a
2 2025-10-13 M 3032.0 ... -0.031662 m2601 m
3 2025-10-13 Y 8462.0 ... -0.021272 y2601 y
4 2025-10-13 P 9422.0 ... -0.004882 p2601 p
5 2025-10-13 JD 3000.0 ... -0.065333 jd2511 jd
6 2025-10-13 L 7145.0 ... -0.019594 l2601 l
7 2025-10-13 V 4535.0 ... 0.040794 v2601 v
8 2025-10-13 PP 6840.0 ... -0.019298 pp2601 pp
9 2025-10-13 JM 1513.75 ... -0.2436 jm2601 jm
10 2025-10-13 I 803.0 ... -0.005604 i2601 i
11 2025-10-13 EG 4346.67 ... -0.053988 eg2601 eg
12 2025-10-13 EB 7020.0 ... -0.04359 eb2511 eb
13 2025-10-13 PG 4470.0 ... -0.110067 pg2512 pg
14 2025-10-13 LH 11620.0 ... 0.045611 lh2601 lh
15 2025-10-13 BZ 5575.33 ... 0.023617 bz2603 bz
16 2025-10-13 CF 14805.17 ... -0.102678 CF601 CF
17 2025-10-13 SR 5840.0 ... -0.062671 SR601 SR
18 2025-10-13 TA 4492.17 ... 0.004414 TA601 TA
19 2025-10-13 OI 10228.33 ... -0.023594 OI601 OI
20 2025-10-13 MA 2288.75 ... 0.020208 MA601 MA
21 2025-10-13 FG 1256.0 ... -0.062102 FG601 FG
22 2025-10-13 RM 2478.33 ... -0.032413 RM601 RM
23 2025-10-13 SF 5137.14 ... 0.043771 SF601 SF
24 2025-10-13 SM 5620.0 ... 0.02242 SM601 SM
25 2025-10-13 CY 23475.0 ... -0.175506 CY601 CY
26 2025-10-13 UR 1572.5 ... 0.020668 UR601 UR
27 2025-10-13 SA 1218.57 ... 0.020048 SA601 SA
28 2025-10-13 PF 6366.53 ... -0.03621 PF512 PF
29 2025-10-13 PX 6800.0 ... -0.052941 PX601 PX
30 2025-10-13 SH 848.0 ... 1.891509 SH601 SH
31 2025-10-13 PR 5747.5 ... -0.020792 PR601 PR
32 2025-10-13 CU 85103.33 ... -0.003447 cu2511 cu
33 2025-10-13 AL 20933.33 ... -0.003025 al2512 al
34 2025-10-13 ZN 22200.0 ... 0.003829 zn2511 zn
35 2025-10-13 PB 17006.25 ... 0.008747 pb2511 pb
36 2025-10-13 NI 122616.67 ... -0.006742 ni2512 ni
37 2025-10-13 SN 282712.5 ... 0.002962 sn2511 sn
38 2025-10-13 AU 905.8 ... 0.009384 au2512 au
39 2025-10-13 AG 11261.67 ... -0.002279 ag2512 ag
40 2025-10-13 RB 3141.0 ... -0.01751 rb2601 rb
41 2025-10-13 WR 3317.5 ... 0.010098 wr2601 wr
42 2025-10-13 HC 3370.0 ... -0.031454 hc2601 hc
43 2025-10-13 FU 5387.5 ... -0.493271 fu2601 fu
44 2025-10-13 BU 3516.67 ... -0.058769 bu2511 bu
45 2025-10-13 RU 14466.67 ... 0.036175 ru2601 ru
46 2025-10-13 SP 5550.0 ... -0.081441 sp2601 sp
47 2025-10-13 SS 13037.5 ... -0.027037 ss2512 ss
48 2025-10-13 BR 11360.0 ... -0.040493 br2512 br
49 2025-10-13 SI 9700.0 ... -0.102062 SI2511 si
50 2025-10-13 LC 73066.67 ... -0.010219 LC2511 lc
51 2025-10-13 PS 52000.0 ... -0.062596 PS2511 ps
[52 rows x 15 columns]
2025-10-14 18:25:39,479 - future_1d - INFO - save future_spot 2025-10-13 completed
2025-10-14 18:25:48,216 - future_1d - INFO - futures_spot_price_daily(start_day=2025-10-14, end_day=2025-10-14) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-10-14 C 2187.14 ... -0.037556 c2601 c
1 2025-10-14 A 4250.0 ... -0.066118 a2601 a
2 2025-10-14 M 3012.0 ... -0.033201 m2601 m
3 2025-10-14 Y 8442.0 ... -0.020374 y2601 y
4 2025-10-14 P 9446.0 ... -0.008469 p2601 p
5 2025-10-14 JD 2940.0 ... -0.031633 jd2511 jd
6 2025-10-14 L 7133.33 ... -0.027663 l2601 l
7 2025-10-14 V 4521.0 ... 0.036054 v2601 v
8 2025-10-14 PP 6790.0 ... -0.023859 pp2601 pp
9 2025-10-14 JM 1513.75 ... -0.247234 jm2601 jm
10 2025-10-14 I 803.56 ... -0.019364 i2601 i
11 2025-10-14 EG 4305.0 ... -0.054123 eg2601 eg
12 2025-10-14 EB 7020.0 ... -0.058689 eb2511 eb
13 2025-10-14 PG 4445.0 ... -0.104387 pg2512 pg
14 2025-10-14 LH 11400.0 ... 0.082018 lh2601 lh
15 2025-10-14 BZ 5575.33 ... 0.00873 bz2603 bz
16 2025-10-14 CF 14775.83 ... -0.102927 CF601 CF
17 2025-10-14 SR 5840.0 ... -0.075342 SR601 SR
18 2025-10-14 TA 4460.09 ... 0.000877 TA601 TA
19 2025-10-14 OI 10170.0 ... -0.018387 OI601 OI
20 2025-10-14 MA 2260.0 ... 0.016372 MA601 MA
21 2025-10-14 FG 1256.0 ... -0.085191 FG601 FG
22 2025-10-14 RM 2458.33 ... -0.036338 RM601 RM
23 2025-10-14 SF 5104.29 ... 0.045003 SF601 SF
24 2025-10-14 SM 5590.0 ... 0.024687 SM601 SM
25 2025-10-14 CY 23450.0 ... -0.176546 CY601 CY
26 2025-10-14 UR 1580.0 ... 0.013924 UR601 UR
27 2025-10-14 SA 1218.57 ... 0.008559 SA601 SA
28 2025-10-14 PF 6351.3 ... -0.043345 PF512 PF
29 2025-10-14 PX 6800.0 ... -0.063235 PX601 PX
30 2025-10-14 SH 848.0 ... 1.864387 SH601 SH
31 2025-10-14 PR 5732.5 ... -0.027998 PR601 PR
32 2025-10-14 CU 86000.0 ... -0.003605 cu2512 cu
33 2025-10-14 AL 20913.33 ... 0.001514 al2512 al
34 2025-10-14 ZN 22198.0 ... 0.003469 zn2511 zn
35 2025-10-14 PB 16943.75 ... 0.008336 pb2511 pb
36 2025-10-14 NI 122200.0 ... -0.008101 ni2512 ni
37 2025-10-14 SN 282262.5 ... -0.000434 sn2511 sn
38 2025-10-14 AU 944.49 ... -0.004076 au2512 au
39 2025-10-14 AG 11890.67 ... -0.016288 ag2512 ag
40 2025-10-14 RB 3118.5 ... -0.018759 rb2601 rb
41 2025-10-14 WR 3315.0 ... 0.004223 wr2601 wr
42 2025-10-14 HC 3343.33 ... -0.030906 hc2601 hc
43 2025-10-14 FU 5450.0 ... -0.502018 fu2601 fu
44 2025-10-14 BU 3516.67 ... -0.099716 bu2601 bu
45 2025-10-14 RU 14391.67 ... 0.032194 ru2601 ru
46 2025-10-14 SP 5550.0 ... -0.07027 sp2601 sp
47 2025-10-14 SS 13037.5 ... -0.034324 ss2512 ss
48 2025-10-14 BR 11310.0 ... -0.045977 br2512 br
49 2025-10-14 SI 9700.0 ... -0.115464 SI2511 si
50 2025-10-14 LC 73016.67 ... 0.001963 LC2601 lc
51 2025-10-14 PS 52000.0 ... -0.05375 PS2511 ps
[52 rows x 15 columns]
2025-10-14 18:25:48,395 - future_1d - INFO - save future_spot 2025-10-14 add
2025-10-14 18:25:48,403 - future_1d - INFO - 11 ... 36
date 2025-10-14 ... 2025-10-14
variety EG ... NI
spot_price 4305.0 ... 122200.0
near_contract eg2510 ... ni2510
near_contract_price 4094.0 ... 120560.0
dominant_contract eg2601 ... ni2512
dominant_contract_price 4072.0 ... 121210.0
near_month 2510 ... 2510
dominant_month 2601 ... 2512
near_basis -211.0 ... -1640.0
dom_basis -233.0 ... -990.0
near_basis_rate -0.049 ... -0.0134
dom_basis_rate -0.0541 ... -0.0081
symbol eg2601 ... ni2512
comd eg ... ni
created_at 2025-10-14 18:25:48.359625 ... 2025-10-14 18:25:48.359625
updated_at 2025-10-14 18:25:48.359995 ... 2025-10-14 18:25:48.359995
[17 rows x 5 columns]