=========================================================================
2025-08-08 16:25:41 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-08-08 16:25:43,358 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-08 16:25:43,721 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-04, end_day=2025-08-04) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-04 C 2328.57 ... -0.017423 c2509 c
1 2025-08-04 A 4300.0 ... -0.045349 a2511 a
2 2025-08-04 M 3016.0 ... 0.011273 m2601 m
3 2025-08-04 Y 8428.0 ... -0.021595 y2509 y
4 2025-08-04 P 8888.0 ... -0.008326 p2509 p
5 2025-08-04 JD 3210.0 ... 0.057321 jd2509 jd
6 2025-08-04 L 7441.67 ... -0.022262 l2509 l
7 2025-08-04 V 4751.0 ... 0.047779 v2509 v
8 2025-08-04 PP 7295.0 ... -0.03098 pp2509 pp
9 2025-08-04 JM 1391.25 ... -0.205391 jm2601 jm
10 2025-08-04 I 780.67 ... 0.01067 i2509 i
11 2025-08-04 EG 4435.0 ... -0.013529 eg2509 eg
12 2025-08-04 EB 7610.0 ... -0.044284 eb2509 eb
13 2025-08-04 PG 4657.5 ... -0.158132 pg2509 pg
14 2025-08-04 LH 14180.0 ... -0.023977 lh2511 lh
15 2025-08-04 BZ 6002.0 ... 0.038154 bz2603 bz
16 2025-08-04 CF 15172.17 ... -0.091758 CF601 CF
17 2025-08-04 SR 6030.0 ... -0.066998 SR601 SR
18 2025-08-04 TA 4808.75 ... -0.019288 TA509 TA
19 2025-08-04 OI 9623.33 ... -0.013855 OI509 OI
20 2025-08-04 MA 2375.83 ... 0.003439 MA509 MA
21 2025-08-04 FG 1234.4 ... -0.121841 FG509 FG
22 2025-08-04 RM 2653.33 ... 0.012313 RM509 RM
23 2025-08-04 SF 5485.71 ... 0.031407 SF509 SF
24 2025-08-04 SM 5816.0 ... 0.025103 SM509 SM
25 2025-08-04 CY 23600.0 ... -0.1625 CY511 CY
26 2025-08-04 UR 1812.5 ... -0.047724 UR509 UR
27 2025-08-04 SA 1315.0 ... -0.052471 SA509 SA
28 2025-08-04 PF 6532.92 ... -0.017285 PF510 PF
29 2025-08-04 PX 7000.0 ... -0.031429 PX509 PX
30 2025-08-04 SH 859.0 ... 1.930151 SH509 SH
31 2025-08-04 PR 5972.5 ... -0.006781 PR510 PR
32 2025-08-04 CU 78418.33 ... -0.002529 cu2509 cu
33 2025-08-04 AL 20493.33 ... -0.00187 al2509 al
34 2025-08-04 ZN 22148.0 ... 0.002574 zn2509 zn
35 2025-08-04 PB 16737.5 ... 0.002539 pb2509 pb
36 2025-08-04 NI 121600.0 ... -0.013898 ni2509 ni
37 2025-08-04 SN 265812.5 ... 0.00127 sn2509 sn
38 2025-08-04 AU 773.69 ... 0.008776 au2510 au
39 2025-08-04 AG 8940.67 ... 0.006748 ag2510 ag
40 2025-08-04 RB 3307.66 ... -0.035874 rb2510 rb
41 2025-08-04 WR 3442.5 ... -0.012055 wr2510 wr
42 2025-08-04 HC 3433.33 ... -0.011747 hc2510 hc
43 2025-08-04 FU 5387.5 ... -0.467471 fu2509 fu
44 2025-08-04 BU 3726.67 ... -0.039357 bu2510 bu
45 2025-08-04 RU 14433.33 ... 0.053811 ru2601 ru
46 2025-08-04 SP 5900.0 ... -0.122373 sp2511 sp
47 2025-08-04 SS 13100.0 ... -0.019466 ss2509 ss
48 2025-08-04 BR 11950.0 ... -0.045607 br2509 br
49 2025-08-04 SI 9780.0 ... -0.144683 SI2509 si
50 2025-08-04 LC 70833.33 ... -0.018823 LC2511 lc
51 2025-08-04 PS 47333.33 ... 0.023592 PS2511 ps
[52 rows x 15 columns]
2025-08-08 16:25:44,610 - future_1d - INFO - save future_spot 2025-08-04 completed
2025-08-08 16:25:50,592 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-05, end_day=2025-08-05) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-05 C 2328.57 ... -0.029877 c2509 c
1 2025-08-05 A 4300.0 ... -0.046512 a2511 a
2 2025-08-05 M 3020.0 ... 0.016225 m2601 m
3 2025-08-05 Y 8448.0 ... -0.02178 y2601 y
4 2025-08-05 P 8962.0 ... -0.001785 p2509 p
5 2025-08-05 JD 3150.0 ... 0.061905 jd2509 jd
6 2025-08-05 L 7433.33 ... -0.019551 l2509 l
7 2025-08-05 V 4775.0 ... 0.045445 v2509 v
8 2025-08-05 PP 7280.0 ... -0.029396 pp2509 pp
9 2025-08-05 JM 1441.25 ... -0.204163 jm2601 jm
10 2025-08-05 I 788.89 ... 0.007745 i2509 i
11 2025-08-05 EG 4435.0 ... -0.012401 eg2509 eg
12 2025-08-05 EB 7564.0 ... -0.039265 eb2509 eb
13 2025-08-05 PG 4685.0 ... -0.178442 pg2509 pg
14 2025-08-05 LH 14170.0 ... -0.017996 lh2511 lh
15 2025-08-05 BZ 6012.0 ... 0.032934 bz2603 bz
16 2025-08-05 CF 15186.67 ... -0.089662 CF601 CF
17 2025-08-05 SR 6026.67 ... -0.064658 SR601 SR
18 2025-08-05 TA 4765.0 ... -0.018258 TA509 TA
19 2025-08-05 OI 9708.33 ... -0.014661 OI509 OI
20 2025-08-05 MA 2380.0 ... 0.00042 MA509 MA
21 2025-08-05 FG 1234.4 ... -0.130752 FG509 FG
22 2025-08-05 RM 2680.0 ... 0.014925 RM509 RM
23 2025-08-05 SF 5411.43 ... 0.047043 SF509 SF
24 2025-08-05 SM 5830.0 ... 0.024014 SM509 SM
25 2025-08-05 CY 23600.0 ... -0.162924 CY511 CY
26 2025-08-05 UR 1807.5 ... -0.028492 UR509 UR
27 2025-08-05 SA 1315.0 ... 0.023574 SA601 SA
28 2025-08-05 PF 6489.17 ... -0.01744 PF510 PF
29 2025-08-05 PX 7000.0 ... -0.039714 PX509 PX
30 2025-08-05 SH 859.0 ... 1.898719 SH509 SH
31 2025-08-05 PR 5972.5 ... -0.013144 PR510 PR
32 2025-08-05 CU 78658.33 ... -0.002267 cu2509 cu
33 2025-08-05 AL 20546.67 ... -0.002515 al2509 al
34 2025-08-05 ZN 22286.0 ... 0.001301 zn2509 zn
35 2025-08-05 PB 16656.25 ... 0.003527 pb2509 pb
36 2025-08-05 NI 122383.33 ... -0.012937 ni2509 ni
37 2025-08-05 SN 267075.0 ... -0.003501 sn2509 sn
38 2025-08-05 AU 776.23 ... 0.010422 au2510 au
39 2025-08-05 AG 9058.0 ... 0.001766 ag2510 ag
40 2025-08-05 RB 3320.34 ... -0.033232 rb2510 rb
41 2025-08-05 WR 3442.5 ... 0.001888 wr2510 wr
42 2025-08-05 HC 3473.33 ... -0.01046 hc2510 hc
43 2025-08-05 FU 5387.5 ... -0.476937 fu2509 fu
44 2025-08-05 BU 3700.0 ... -0.047838 bu2510 bu
45 2025-08-05 RU 14625.0 ... 0.051624 ru2601 ru
46 2025-08-05 SP 5900.0 ... -0.125085 sp2511 sp
47 2025-08-05 SS 13100.0 ... -0.01145 ss2509 ss
48 2025-08-05 BR 11820.0 ... -0.030457 br2509 br
49 2025-08-05 SI 9590.0 ... -0.124609 SI2511 si
50 2025-08-05 LC 70833.33 ... -0.032376 LC2511 lc
51 2025-08-05 PS 47333.33 ... 0.050845 PS2511 ps
[52 rows x 15 columns]
2025-08-08 16:25:50,751 - future_1d - INFO - save future_spot 2025-08-05 completed
2025-08-08 16:26:00,481 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-06, end_day=2025-08-06) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-06 C 2325.71 ... -0.030404 c2509 c
1 2025-08-06 A 4300.0 ... -0.047209 a2511 a
2 2025-08-06 M 3012.0 ... 0.01992 m2601 m
3 2025-08-06 Y 8472.0 ... -0.016289 y2601 y
4 2025-08-06 P 9022.0 ... -0.004655 p2509 p
5 2025-08-06 JD 3100.0 ... 0.08129 jd2509 jd
6 2025-08-06 L 7445.0 ... -0.017058 l2509 l
7 2025-08-06 V 4821.0 ... 0.043767 v2509 v
8 2025-08-06 PP 7255.0 ... -0.02357 pp2509 pp
9 2025-08-06 JM 1441.25 ... -0.166002 jm2601 jm
10 2025-08-06 I 788.56 ... 0.008167 i2509 i
11 2025-08-06 EG 4481.67 ... -0.015769 eg2509 eg
12 2025-08-06 EB 7570.0 ... -0.037913 eb2509 eb
13 2025-08-06 PG 4672.5 ... -0.17924 pg2509 pg
14 2025-08-06 LH 14170.0 ... -0.013056 lh2511 lh
15 2025-08-06 BZ 6055.33 ... 0.029671 bz2603 bz
16 2025-08-06 CF 15196.33 ... -0.088267 CF601 CF
17 2025-08-06 SR 6023.33 ... -0.065799 SR601 SR
18 2025-08-06 TA 4771.25 ... -0.014514 TA509 TA
19 2025-08-06 OI 9678.33 ... -0.010573 OI509 OI
20 2025-08-06 MA 2383.33 ... 0.005736 MA509 MA
21 2025-08-06 FG 1204.0 ... -0.103821 FG509 FG
22 2025-08-06 RM 2728.33 ... 0.011974 RM509 RM
23 2025-08-06 SF 5510.0 ... 0.101633 SF511 SF
24 2025-08-06 SM 5880.0 ... 0.039116 SM509 SM
25 2025-08-06 CY 23600.0 ... -0.164195 CY511 CY
26 2025-08-06 UR 1812.5 ... -0.028414 UR509 UR
27 2025-08-06 SA 1302.5 ... 0.046449 SA601 SA
28 2025-08-06 PF 6477.08 ... -0.0119 PF510 PF
29 2025-08-06 PX 7000.0 ... -0.034857 PX509 PX
30 2025-08-06 SH 859.0 ... 1.892899 SH509 SH
31 2025-08-06 PR 5972.5 ... -0.008121 PR510 PR
32 2025-08-06 CU 78366.67 ... -0.002637 cu2509 cu
33 2025-08-06 AL 20646.67 ... -0.00226 al2509 al
34 2025-08-06 ZN 22312.0 ... 0.000807 zn2509 zn
35 2025-08-06 PB 16806.25 ... 0.001413 pb2509 pb
36 2025-08-06 NI 122583.33 ... -0.015527 ni2509 ni
37 2025-08-06 SN 267687.5 ... -0.003091 sn2509 sn
38 2025-08-06 AU 780.31 ... 0.005062 au2510 au
39 2025-08-06 AG 9148.67 ... 0.001238 ag2510 ag
40 2025-08-06 RB 3340.5 ... -0.033079 rb2510 rb
41 2025-08-06 WR 3465.0 ... 0.000577 wr2510 wr
42 2025-08-06 HC 3496.67 ... -0.012775 hc2510 hc
43 2025-08-06 FU 5375.0 ... -0.475535 fu2509 fu
44 2025-08-06 BU 3700.0 ... -0.049459 bu2510 bu
45 2025-08-06 RU 14608.33 ... 0.059327 ru2601 ru
46 2025-08-06 SP 5883.33 ... -0.119886 sp2511 sp
47 2025-08-06 SS 13100.0 ... -0.012977 ss2509 ss
48 2025-08-06 BR 11820.0 ... -0.026227 br2509 br
49 2025-08-06 SI 9590.0 ... -0.101668 SI2511 si
50 2025-08-06 LC 70166.67 ... -0.022043 LC2511 lc
51 2025-08-06 PS 47333.33 ... 0.08919 PS2511 ps
[52 rows x 15 columns]
2025-08-08 16:26:00,639 - future_1d - INFO - save future_spot 2025-08-06 completed
2025-08-08 16:26:07,410 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-07, end_day=2025-08-07) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-07 C 2324.29 ... -0.025079 c2509 c
1 2025-08-07 A 4300.0 ... -0.046744 a2511 a
2 2025-08-07 M 3008.0 ... 0.019947 m2601 m
3 2025-08-07 Y 8458.0 ... -0.006384 y2601 y
4 2025-08-07 P 9052.0 ... -0.00707 p2509 p
5 2025-08-07 JD 3075.0 ... 0.097886 jd2509 jd
6 2025-08-07 L 7445.0 ... -0.019208 l2509 l
7 2025-08-07 V 4827.0 ... 0.045163 v2509 v
8 2025-08-07 PP 7255.0 ... -0.024948 pp2509 pp
9 2025-08-07 JM 1441.25 ... -0.152819 jm2601 jm
10 2025-08-07 I 788.56 ... -0.019732 i2601 i
11 2025-08-07 EG 4478.33 ... -0.014811 eg2509 eg
12 2025-08-07 EB 7630.0 ... -0.042071 eb2509 eb
13 2025-08-07 PG 4707.5 ... -0.184918 pg2509 pg
14 2025-08-07 LH 14180.0 ... -0.00952 lh2511 lh
15 2025-08-07 BZ 6125.33 ... 0.023292 bz2603 bz
16 2025-08-07 CF 15207.5 ... -0.09058 CF601 CF
17 2025-08-07 SR 5956.67 ... -0.058534 SR601 SR
18 2025-08-07 TA 4771.25 ... -0.013256 TA509 TA
19 2025-08-07 OI 9598.33 ... -0.006911 OI601 OI
20 2025-08-07 MA 2380.83 ... 0.005952 MA509 MA
21 2025-08-07 FG 1204.0 ... -0.104651 FG509 FG
22 2025-08-07 RM 2676.67 ... -0.083189 RM601 RM
23 2025-08-07 SF 5510.0 ... 0.093285 SF511 SF
24 2025-08-07 SM 5864.0 ... 0.034106 SM509 SM
25 2025-08-07 CY 23600.0 ... -0.164195 CY511 CY
26 2025-08-07 UR 1795.0 ... -0.028969 UR509 UR
27 2025-08-07 SA 1302.5 ... 0.044146 SA601 SA
28 2025-08-07 PF 6474.83 ... -0.011248 PF510 PF
29 2025-08-07 PX 7000.0 ... -0.030286 PX509 PX
30 2025-08-07 SH 856.0 ... 1.85514 SH509 SH
31 2025-08-07 PR 5972.5 ... -0.007116 PR510 PR
32 2025-08-07 CU 78518.33 ... -0.001762 cu2509 cu
33 2025-08-07 AL 20703.33 ... 0.002979 al2509 al
34 2025-08-07 ZN 22498.0 ... 0.001422 zn2509 zn
35 2025-08-07 PB 16825.0 ... 0.00208 pb2509 pb
36 2025-08-07 NI 122433.33 ... -0.008848 ni2509 ni
37 2025-08-07 SN 267300.0 ... 0.00086 sn2509 sn
38 2025-08-07 AU 780.65 ... 0.003497 au2510 au
39 2025-08-07 AG 9177.0 ... 0.002615 ag2510 ag
40 2025-08-07 RB 3341.0 ... -0.031428 rb2510 rb
41 2025-08-07 WR 3465.0 ... -0.001154 wr2510 wr
42 2025-08-07 HC 3496.67 ... -0.014205 hc2510 hc
43 2025-08-07 FU 5325.0 ... -0.467981 fu2509 fu
44 2025-08-07 BU 3700.0 ... -0.044865 bu2510 bu
45 2025-08-07 RU 14625.0 ... 0.056068 ru2601 ru
46 2025-08-07 SP 5883.33 ... -0.117167 sp2511 sp
47 2025-08-07 SS 13100.0 ... -0.00687 ss2510 ss
48 2025-08-07 BR 11820.0 ... -0.02665 br2509 br
49 2025-08-07 SI 9590.0 ... -0.099583 SI2511 si
50 2025-08-07 LC 69166.67 ... 0.032867 LC2511 lc
51 2025-08-07 PS 48666.67 ... 0.04024 PS2511 ps
[52 rows x 15 columns]
2025-08-08 16:26:07,566 - future_1d - INFO - save future_spot 2025-08-07 completed
2025-08-08 16:26:14,981 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-08, end_day=2025-08-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-08 C 2321.43 ... -0.027754 c2509 c
1 2025-08-08 A 4300.0 ... -0.04814 a2511 a
2 2025-08-08 M 3008.0 ... 0.026596 m2601 m
3 2025-08-08 Y 8468.0 ... -0.008503 y2601 y
4 2025-08-08 P 9072.0 ... -0.006614 p2509 p
5 2025-08-08 JD 3050.0 ... 0.072787 jd2510 jd
6 2025-08-08 L 7436.67 ... -0.019185 l2509 l
7 2025-08-08 V 4780.0 ... 0.047071 v2509 v
8 2025-08-08 PP 7246.67 ... -0.020792 pp2601 pp
9 2025-08-08 JM 1441.25 ... -0.153859 jm2601 jm
10 2025-08-08 I 785.67 ... -0.014854 i2601 i
11 2025-08-08 EG 4478.33 ... -0.019947 eg2509 eg
12 2025-08-08 EB 7640.0 ... -0.048691 eb2509 eb
13 2025-08-08 PG 4707.5 ... -0.19214 pg2509 pg
14 2025-08-08 LH 14080.0 ... 0.004261 lh2511 lh
15 2025-08-08 BZ 6142.0 ... 0.01449 bz2603 bz
16 2025-08-08 CF 15192.83 ... -0.090689 CF601 CF
17 2025-08-08 SR 5946.67 ... -0.062332 SR601 SR
18 2025-08-08 TA 4742.5 ... -0.011492 TA509 TA
19 2025-08-08 OI 9678.33 ... -0.013983 OI601 OI
20 2025-08-08 MA 2378.33 ... 0.004066 MA509 MA
21 2025-08-08 FG 1204.0 ... -0.119601 FG509 FG
22 2025-08-08 RM 2676.67 ... -0.071234 RM601 RM
23 2025-08-08 SF 5510.0 ... 0.082033 SF511 SF
24 2025-08-08 SM 5846.0 ... 0.032159 SM509 SM
25 2025-08-08 CY 23600.0 ... -0.16589 CY511 CY
26 2025-08-08 UR 1792.5 ... -0.029847 UR509 UR
27 2025-08-08 SA 1302.5 ... 0.02572 SA601 SA
28 2025-08-08 PF 6475.16 ... -0.013152 PF510 PF
29 2025-08-08 PX 7000.0 ... -0.036 PX509 PX
30 2025-08-08 SH 856.0 ... 1.846963 SH509 SH
31 2025-08-08 PR 5972.5 ... -0.010465 PR510 PR
32 2025-08-08 CU 78558.33 ... -0.001506 cu2509 cu
33 2025-08-08 AL 20703.33 ... -0.00161 al2509 al
34 2025-08-08 ZN 22458.0 ... 0.002093 zn2509 zn
35 2025-08-08 PB 16812.5 ... 0.003123 pb2509 pb
36 2025-08-08 NI 122316.67 ... -0.009456 ni2509 ni
37 2025-08-08 SN 268200.0 ... -0.000224 sn2509 sn
38 2025-08-08 AU 780.65 ... 0.006623 au2510 au
39 2025-08-08 AG 9177.0 ... 0.010897 ag2510 ag
40 2025-08-08 RB 3331.0 ... -0.034824 rb2510 rb
41 2025-08-08 WR 3465.0 ... -0.005195 wr2510 wr
42 2025-08-08 HC 3476.67 ... -0.016012 hc2510 hc
43 2025-08-08 FU 5325.0 ... -0.474366 fu2509 fu
44 2025-08-08 BU 3686.67 ... -0.050905 bu2510 bu
45 2025-08-08 RU 14675.0 ... 0.056218 ru2601 ru
46 2025-08-08 SP 5883.33 ... -0.115467 sp2511 sp
47 2025-08-08 SS 13212.5 ... -0.012677 ss2510 ss
48 2025-08-08 BR 11820.0 ... -0.027073 br2509 br
49 2025-08-08 SI 9590.0 ... -0.104797 SI2511 si
50 2025-08-08 LC 69666.67 ... 0.076555 LC2511 lc
51 2025-08-08 PS 48666.67 ... 0.023801 PS2511 ps
[52 rows x 15 columns]
2025-08-08 16:26:15,274 - future_1d - INFO - save future_spot 2025-08-08 add
2025-08-08 16:26:15,282 - future_1d - INFO - 0 ... 4
date 2025-08-08 ... 2025-08-08
variety C ... P
spot_price 2321.43 ... 9072.0
near_contract c2509 ... p2508
near_contract_price 2257.0 ... 8808.0
dominant_contract c2509 ... p2509
dominant_contract_price 2257.0 ... 9012.0
near_month 2509 ... 2508
dominant_month 2509 ... 2509
near_basis -64.43 ... -264.0
dom_basis -64.43 ... -60.0
near_basis_rate -0.0278 ... -0.0291
dom_basis_rate -0.0278 ... -0.0066
symbol c2509 ... p2509
comd c ... p
created_at 2025-08-08 16:26:15.117125 ... 2025-08-08 16:26:15.117125
updated_at 2025-08-08 16:26:15.117510 ... 2025-08-08 16:26:15.117510
[17 rows x 5 columns]
=========================================================================
2025-08-08 18:25:14 Fri START TASK.01 future_1d future_spot
=========================================================================
2025-08-08 18:25:16,767 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-08-08 18:25:17,209 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-04, end_day=2025-08-04) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-04 C 2328.57 ... -0.017423 c2509 c
1 2025-08-04 A 4300.0 ... -0.045349 a2511 a
2 2025-08-04 M 3016.0 ... 0.011273 m2601 m
3 2025-08-04 Y 8428.0 ... -0.021595 y2509 y
4 2025-08-04 P 8888.0 ... -0.008326 p2509 p
5 2025-08-04 JD 3210.0 ... 0.057321 jd2509 jd
6 2025-08-04 L 7441.67 ... -0.022262 l2509 l
7 2025-08-04 V 4751.0 ... 0.047779 v2509 v
8 2025-08-04 PP 7295.0 ... -0.03098 pp2509 pp
9 2025-08-04 JM 1391.25 ... -0.205391 jm2601 jm
10 2025-08-04 I 780.67 ... 0.01067 i2509 i
11 2025-08-04 EG 4435.0 ... -0.013529 eg2509 eg
12 2025-08-04 EB 7610.0 ... -0.044284 eb2509 eb
13 2025-08-04 PG 4657.5 ... -0.158132 pg2509 pg
14 2025-08-04 LH 14180.0 ... -0.023977 lh2511 lh
15 2025-08-04 BZ 6002.0 ... 0.038154 bz2603 bz
16 2025-08-04 CF 15172.17 ... -0.091758 CF601 CF
17 2025-08-04 SR 6030.0 ... -0.066998 SR601 SR
18 2025-08-04 TA 4808.75 ... -0.019288 TA509 TA
19 2025-08-04 OI 9623.33 ... -0.013855 OI509 OI
20 2025-08-04 MA 2375.83 ... 0.003439 MA509 MA
21 2025-08-04 FG 1234.4 ... -0.121841 FG509 FG
22 2025-08-04 RM 2653.33 ... 0.012313 RM509 RM
23 2025-08-04 SF 5485.71 ... 0.031407 SF509 SF
24 2025-08-04 SM 5816.0 ... 0.025103 SM509 SM
25 2025-08-04 CY 23600.0 ... -0.1625 CY511 CY
26 2025-08-04 UR 1812.5 ... -0.047724 UR509 UR
27 2025-08-04 SA 1315.0 ... -0.052471 SA509 SA
28 2025-08-04 PF 6532.92 ... -0.017285 PF510 PF
29 2025-08-04 PX 7000.0 ... -0.031429 PX509 PX
30 2025-08-04 SH 859.0 ... 1.930151 SH509 SH
31 2025-08-04 PR 5972.5 ... -0.006781 PR510 PR
32 2025-08-04 CU 78418.33 ... -0.002529 cu2509 cu
33 2025-08-04 AL 20493.33 ... -0.00187 al2509 al
34 2025-08-04 ZN 22148.0 ... 0.002574 zn2509 zn
35 2025-08-04 PB 16737.5 ... 0.002539 pb2509 pb
36 2025-08-04 NI 121600.0 ... -0.013898 ni2509 ni
37 2025-08-04 SN 265812.5 ... 0.00127 sn2509 sn
38 2025-08-04 AU 773.69 ... 0.008776 au2510 au
39 2025-08-04 AG 8940.67 ... 0.006748 ag2510 ag
40 2025-08-04 RB 3307.66 ... -0.035874 rb2510 rb
41 2025-08-04 WR 3442.5 ... -0.012055 wr2510 wr
42 2025-08-04 HC 3433.33 ... -0.011747 hc2510 hc
43 2025-08-04 FU 5387.5 ... -0.467471 fu2509 fu
44 2025-08-04 BU 3726.67 ... -0.039357 bu2510 bu
45 2025-08-04 RU 14433.33 ... 0.053811 ru2601 ru
46 2025-08-04 SP 5900.0 ... -0.122373 sp2511 sp
47 2025-08-04 SS 13100.0 ... -0.019466 ss2509 ss
48 2025-08-04 BR 11950.0 ... -0.045607 br2509 br
49 2025-08-04 SI 9780.0 ... -0.144683 SI2509 si
50 2025-08-04 LC 70833.33 ... -0.018823 LC2511 lc
51 2025-08-04 PS 47333.33 ... 0.023592 PS2511 ps
[52 rows x 15 columns]
2025-08-08 18:25:17,383 - future_1d - INFO - save future_spot 2025-08-04 completed
2025-08-08 18:25:22,359 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-05, end_day=2025-08-05) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-05 C 2328.57 ... -0.029877 c2509 c
1 2025-08-05 A 4300.0 ... -0.046512 a2511 a
2 2025-08-05 M 3020.0 ... 0.016225 m2601 m
3 2025-08-05 Y 8448.0 ... -0.02178 y2601 y
4 2025-08-05 P 8962.0 ... -0.001785 p2509 p
5 2025-08-05 JD 3150.0 ... 0.061905 jd2509 jd
6 2025-08-05 L 7433.33 ... -0.019551 l2509 l
7 2025-08-05 V 4775.0 ... 0.045445 v2509 v
8 2025-08-05 PP 7280.0 ... -0.029396 pp2509 pp
9 2025-08-05 JM 1441.25 ... -0.204163 jm2601 jm
10 2025-08-05 I 788.89 ... 0.007745 i2509 i
11 2025-08-05 EG 4435.0 ... -0.012401 eg2509 eg
12 2025-08-05 EB 7564.0 ... -0.039265 eb2509 eb
13 2025-08-05 PG 4685.0 ... -0.178442 pg2509 pg
14 2025-08-05 LH 14170.0 ... -0.017996 lh2511 lh
15 2025-08-05 BZ 6012.0 ... 0.032934 bz2603 bz
16 2025-08-05 CF 15186.67 ... -0.089662 CF601 CF
17 2025-08-05 SR 6026.67 ... -0.064658 SR601 SR
18 2025-08-05 TA 4765.0 ... -0.018258 TA509 TA
19 2025-08-05 OI 9708.33 ... -0.014661 OI509 OI
20 2025-08-05 MA 2380.0 ... 0.00042 MA509 MA
21 2025-08-05 FG 1234.4 ... -0.130752 FG509 FG
22 2025-08-05 RM 2680.0 ... 0.014925 RM509 RM
23 2025-08-05 SF 5411.43 ... 0.047043 SF509 SF
24 2025-08-05 SM 5830.0 ... 0.024014 SM509 SM
25 2025-08-05 CY 23600.0 ... -0.162924 CY511 CY
26 2025-08-05 UR 1807.5 ... -0.028492 UR509 UR
27 2025-08-05 SA 1315.0 ... 0.023574 SA601 SA
28 2025-08-05 PF 6489.17 ... -0.01744 PF510 PF
29 2025-08-05 PX 7000.0 ... -0.039714 PX509 PX
30 2025-08-05 SH 859.0 ... 1.898719 SH509 SH
31 2025-08-05 PR 5972.5 ... -0.013144 PR510 PR
32 2025-08-05 CU 78658.33 ... -0.002267 cu2509 cu
33 2025-08-05 AL 20546.67 ... -0.002515 al2509 al
34 2025-08-05 ZN 22286.0 ... 0.001301 zn2509 zn
35 2025-08-05 PB 16656.25 ... 0.003527 pb2509 pb
36 2025-08-05 NI 122383.33 ... -0.012937 ni2509 ni
37 2025-08-05 SN 267075.0 ... -0.003501 sn2509 sn
38 2025-08-05 AU 776.23 ... 0.010422 au2510 au
39 2025-08-05 AG 9058.0 ... 0.001766 ag2510 ag
40 2025-08-05 RB 3320.34 ... -0.033232 rb2510 rb
41 2025-08-05 WR 3442.5 ... 0.001888 wr2510 wr
42 2025-08-05 HC 3473.33 ... -0.01046 hc2510 hc
43 2025-08-05 FU 5387.5 ... -0.476937 fu2509 fu
44 2025-08-05 BU 3700.0 ... -0.047838 bu2510 bu
45 2025-08-05 RU 14625.0 ... 0.051624 ru2601 ru
46 2025-08-05 SP 5900.0 ... -0.125085 sp2511 sp
47 2025-08-05 SS 13100.0 ... -0.01145 ss2509 ss
48 2025-08-05 BR 11820.0 ... -0.030457 br2509 br
49 2025-08-05 SI 9590.0 ... -0.124609 SI2511 si
50 2025-08-05 LC 70833.33 ... -0.032376 LC2511 lc
51 2025-08-05 PS 47333.33 ... 0.050845 PS2511 ps
[52 rows x 15 columns]
2025-08-08 18:25:22,520 - future_1d - INFO - save future_spot 2025-08-05 completed
2025-08-08 18:25:29,777 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-06, end_day=2025-08-06) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-06 C 2325.71 ... -0.030404 c2509 c
1 2025-08-06 A 4300.0 ... -0.047209 a2511 a
2 2025-08-06 M 3012.0 ... 0.01992 m2601 m
3 2025-08-06 Y 8472.0 ... -0.016289 y2601 y
4 2025-08-06 P 9022.0 ... -0.004655 p2509 p
5 2025-08-06 JD 3100.0 ... 0.08129 jd2509 jd
6 2025-08-06 L 7445.0 ... -0.017058 l2509 l
7 2025-08-06 V 4821.0 ... 0.043767 v2509 v
8 2025-08-06 PP 7255.0 ... -0.02357 pp2509 pp
9 2025-08-06 JM 1441.25 ... -0.166002 jm2601 jm
10 2025-08-06 I 788.56 ... 0.008167 i2509 i
11 2025-08-06 EG 4481.67 ... -0.015769 eg2509 eg
12 2025-08-06 EB 7570.0 ... -0.037913 eb2509 eb
13 2025-08-06 PG 4672.5 ... -0.17924 pg2509 pg
14 2025-08-06 LH 14170.0 ... -0.013056 lh2511 lh
15 2025-08-06 BZ 6055.33 ... 0.029671 bz2603 bz
16 2025-08-06 CF 15196.33 ... -0.088267 CF601 CF
17 2025-08-06 SR 6023.33 ... -0.065799 SR601 SR
18 2025-08-06 TA 4771.25 ... -0.014514 TA509 TA
19 2025-08-06 OI 9678.33 ... -0.010573 OI509 OI
20 2025-08-06 MA 2383.33 ... 0.005736 MA509 MA
21 2025-08-06 FG 1204.0 ... -0.103821 FG509 FG
22 2025-08-06 RM 2728.33 ... 0.011974 RM509 RM
23 2025-08-06 SF 5510.0 ... 0.101633 SF511 SF
24 2025-08-06 SM 5880.0 ... 0.039116 SM509 SM
25 2025-08-06 CY 23600.0 ... -0.164195 CY511 CY
26 2025-08-06 UR 1812.5 ... -0.028414 UR509 UR
27 2025-08-06 SA 1302.5 ... 0.046449 SA601 SA
28 2025-08-06 PF 6477.08 ... -0.0119 PF510 PF
29 2025-08-06 PX 7000.0 ... -0.034857 PX509 PX
30 2025-08-06 SH 859.0 ... 1.892899 SH509 SH
31 2025-08-06 PR 5972.5 ... -0.008121 PR510 PR
32 2025-08-06 CU 78366.67 ... -0.002637 cu2509 cu
33 2025-08-06 AL 20646.67 ... -0.00226 al2509 al
34 2025-08-06 ZN 22312.0 ... 0.000807 zn2509 zn
35 2025-08-06 PB 16806.25 ... 0.001413 pb2509 pb
36 2025-08-06 NI 122583.33 ... -0.015527 ni2509 ni
37 2025-08-06 SN 267687.5 ... -0.003091 sn2509 sn
38 2025-08-06 AU 780.31 ... 0.005062 au2510 au
39 2025-08-06 AG 9148.67 ... 0.001238 ag2510 ag
40 2025-08-06 RB 3340.5 ... -0.033079 rb2510 rb
41 2025-08-06 WR 3465.0 ... 0.000577 wr2510 wr
42 2025-08-06 HC 3496.67 ... -0.012775 hc2510 hc
43 2025-08-06 FU 5375.0 ... -0.475535 fu2509 fu
44 2025-08-06 BU 3700.0 ... -0.049459 bu2510 bu
45 2025-08-06 RU 14608.33 ... 0.059327 ru2601 ru
46 2025-08-06 SP 5883.33 ... -0.119886 sp2511 sp
47 2025-08-06 SS 13100.0 ... -0.012977 ss2509 ss
48 2025-08-06 BR 11820.0 ... -0.026227 br2509 br
49 2025-08-06 SI 9590.0 ... -0.101668 SI2511 si
50 2025-08-06 LC 70166.67 ... -0.022043 LC2511 lc
51 2025-08-06 PS 47333.33 ... 0.08919 PS2511 ps
[52 rows x 15 columns]
2025-08-08 18:25:29,941 - future_1d - INFO - save future_spot 2025-08-06 completed
2025-08-08 18:25:33,419 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-07, end_day=2025-08-07) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-07 C 2324.29 ... -0.025079 c2509 c
1 2025-08-07 A 4300.0 ... -0.046744 a2511 a
2 2025-08-07 M 3008.0 ... 0.019947 m2601 m
3 2025-08-07 Y 8458.0 ... -0.006384 y2601 y
4 2025-08-07 P 9052.0 ... -0.00707 p2509 p
5 2025-08-07 JD 3075.0 ... 0.097886 jd2509 jd
6 2025-08-07 L 7445.0 ... -0.019208 l2509 l
7 2025-08-07 V 4827.0 ... 0.045163 v2509 v
8 2025-08-07 PP 7255.0 ... -0.024948 pp2509 pp
9 2025-08-07 JM 1441.25 ... -0.152819 jm2601 jm
10 2025-08-07 I 788.56 ... -0.019732 i2601 i
11 2025-08-07 EG 4478.33 ... -0.014811 eg2509 eg
12 2025-08-07 EB 7630.0 ... -0.042071 eb2509 eb
13 2025-08-07 PG 4707.5 ... -0.184918 pg2509 pg
14 2025-08-07 LH 14180.0 ... -0.00952 lh2511 lh
15 2025-08-07 BZ 6125.33 ... 0.023292 bz2603 bz
16 2025-08-07 CF 15207.5 ... -0.09058 CF601 CF
17 2025-08-07 SR 5956.67 ... -0.058534 SR601 SR
18 2025-08-07 TA 4771.25 ... -0.013256 TA509 TA
19 2025-08-07 OI 9598.33 ... -0.006911 OI601 OI
20 2025-08-07 MA 2380.83 ... 0.005952 MA509 MA
21 2025-08-07 FG 1204.0 ... -0.104651 FG509 FG
22 2025-08-07 RM 2676.67 ... -0.083189 RM601 RM
23 2025-08-07 SF 5510.0 ... 0.093285 SF511 SF
24 2025-08-07 SM 5864.0 ... 0.034106 SM509 SM
25 2025-08-07 CY 23600.0 ... -0.164195 CY511 CY
26 2025-08-07 UR 1795.0 ... -0.028969 UR509 UR
27 2025-08-07 SA 1302.5 ... 0.044146 SA601 SA
28 2025-08-07 PF 6474.83 ... -0.011248 PF510 PF
29 2025-08-07 PX 7000.0 ... -0.030286 PX509 PX
30 2025-08-07 SH 856.0 ... 1.85514 SH509 SH
31 2025-08-07 PR 5972.5 ... -0.007116 PR510 PR
32 2025-08-07 CU 78518.33 ... -0.001762 cu2509 cu
33 2025-08-07 AL 20703.33 ... 0.002979 al2509 al
34 2025-08-07 ZN 22498.0 ... 0.001422 zn2509 zn
35 2025-08-07 PB 16825.0 ... 0.00208 pb2509 pb
36 2025-08-07 NI 122433.33 ... -0.008848 ni2509 ni
37 2025-08-07 SN 267300.0 ... 0.00086 sn2509 sn
38 2025-08-07 AU 780.65 ... 0.003497 au2510 au
39 2025-08-07 AG 9177.0 ... 0.002615 ag2510 ag
40 2025-08-07 RB 3341.0 ... -0.031428 rb2510 rb
41 2025-08-07 WR 3465.0 ... -0.001154 wr2510 wr
42 2025-08-07 HC 3496.67 ... -0.014205 hc2510 hc
43 2025-08-07 FU 5325.0 ... -0.467981 fu2509 fu
44 2025-08-07 BU 3700.0 ... -0.044865 bu2510 bu
45 2025-08-07 RU 14625.0 ... 0.056068 ru2601 ru
46 2025-08-07 SP 5883.33 ... -0.117167 sp2511 sp
47 2025-08-07 SS 13100.0 ... -0.00687 ss2510 ss
48 2025-08-07 BR 11820.0 ... -0.02665 br2509 br
49 2025-08-07 SI 9590.0 ... -0.099583 SI2511 si
50 2025-08-07 LC 69166.67 ... 0.032867 LC2511 lc
51 2025-08-07 PS 48666.67 ... 0.04024 PS2511 ps
[52 rows x 15 columns]
2025-08-08 18:25:33,576 - future_1d - INFO - save future_spot 2025-08-07 completed
2025-08-08 18:25:41,556 - future_1d - INFO - futures_spot_price_daily(start_day=2025-08-08, end_day=2025-08-08) done
date variety spot_price ... dom_basis_rate symbol comd
0 2025-08-08 C 2321.43 ... -0.027754 c2509 c
1 2025-08-08 A 4300.0 ... -0.04814 a2511 a
2 2025-08-08 M 3008.0 ... 0.026596 m2601 m
3 2025-08-08 Y 8468.0 ... -0.008503 y2601 y
4 2025-08-08 P 9072.0 ... -0.006614 p2509 p
5 2025-08-08 JD 3050.0 ... 0.072787 jd2510 jd
6 2025-08-08 L 7436.67 ... -0.019185 l2509 l
7 2025-08-08 V 4780.0 ... 0.047071 v2509 v
8 2025-08-08 PP 7246.67 ... -0.020792 pp2601 pp
9 2025-08-08 JM 1441.25 ... -0.153859 jm2601 jm
10 2025-08-08 I 785.67 ... -0.014854 i2601 i
11 2025-08-08 EG 4478.33 ... -0.019947 eg2509 eg
12 2025-08-08 EB 7640.0 ... -0.048691 eb2509 eb
13 2025-08-08 PG 4707.5 ... -0.19214 pg2509 pg
14 2025-08-08 LH 14080.0 ... 0.004261 lh2511 lh
15 2025-08-08 BZ 6142.0 ... 0.01449 bz2603 bz
16 2025-08-08 CF 15192.83 ... -0.090689 CF601 CF
17 2025-08-08 SR 5946.67 ... -0.062332 SR601 SR
18 2025-08-08 TA 4742.5 ... -0.011492 TA509 TA
19 2025-08-08 OI 9678.33 ... -0.013983 OI601 OI
20 2025-08-08 MA 2378.33 ... 0.004066 MA509 MA
21 2025-08-08 FG 1204.0 ... -0.119601 FG509 FG
22 2025-08-08 RM 2705.0 ... -0.080961 RM601 RM
23 2025-08-08 SF 5490.0 ... 0.085974 SF511 SF
24 2025-08-08 SM 5846.0 ... 0.032159 SM509 SM
25 2025-08-08 CY 23600.0 ... -0.16589 CY511 CY
26 2025-08-08 UR 1792.5 ... -0.029847 UR509 UR
27 2025-08-08 SA 1302.5 ... 0.02572 SA601 SA
28 2025-08-08 PF 6475.16 ... -0.013152 PF510 PF
29 2025-08-08 PX 7000.0 ... -0.036 PX509 PX
30 2025-08-08 SH 856.0 ... 1.846963 SH509 SH
31 2025-08-08 PR 5972.5 ... -0.010465 PR510 PR
32 2025-08-08 CU 78558.33 ... -0.001506 cu2509 cu
33 2025-08-08 AL 20666.67 ... 0.000161 al2509 al
34 2025-08-08 ZN 22458.0 ... 0.002093 zn2509 zn
35 2025-08-08 PB 16812.5 ... 0.003123 pb2509 pb
36 2025-08-08 NI 122316.67 ... -0.009456 ni2509 ni
37 2025-08-08 SN 268200.0 ... -0.000224 sn2509 sn
38 2025-08-08 AU 782.97 ... 0.00364 au2510 au
39 2025-08-08 AG 9231.33 ... 0.004947 ag2510 ag
40 2025-08-08 RB 3331.0 ... -0.034824 rb2510 rb
41 2025-08-08 WR 3457.5 ... -0.003037 wr2510 wr
42 2025-08-08 HC 3476.67 ... -0.016012 hc2510 hc
43 2025-08-08 FU 5325.0 ... -0.474366 fu2509 fu
44 2025-08-08 BU 3686.67 ... -0.050905 bu2510 bu
45 2025-08-08 RU 14675.0 ... 0.056218 ru2601 ru
46 2025-08-08 SP 5883.33 ... -0.115467 sp2511 sp
47 2025-08-08 SS 13212.5 ... -0.012677 ss2510 ss
48 2025-08-08 BR 11820.0 ... -0.027073 br2509 br
49 2025-08-08 SI 9590.0 ... -0.104797 SI2511 si
50 2025-08-08 LC 69666.67 ... 0.076555 LC2511 lc
51 2025-08-08 PS 48666.67 ... 0.023801 PS2511 ps
[52 rows x 15 columns]
2025-08-08 18:25:41,735 - future_1d - INFO - save future_spot 2025-08-08 add
2025-08-08 18:25:41,743 - future_1d - INFO - 22 ... 39
date 2025-08-08 ... 2025-08-08
variety RM ... AG
spot_price 2705.0 ... 9231.33
near_contract RM508 ... ag2508
near_contract_price 2753.0 ... 9254.0
dominant_contract RM601 ... ag2510
dominant_contract_price 2486.0 ... 9277.0
near_month 2508 ... 2508
dominant_month 2601 ... 2510
near_basis 48.0 ... 22.67
dom_basis -219.0 ... 45.67
near_basis_rate 0.0177 ... 0.0025
dom_basis_rate -0.081 ... 0.0049
symbol RM601 ... ag2510
comd RM ... ag
created_at 2025-08-08 18:25:41.696531 ... 2025-08-08 18:25:41.696531
updated_at 2025-08-08 18:25:41.696927 ... 2025-08-08 18:25:41.696927
[17 rows x 5 columns]