LogViewer
=========================================================================
2025-07-16 16:25:29 Wed	START TASK.01	future_1d  future_spot
=========================================================================
2025-07-16 16:25:31,525 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-16 16:25:31,862 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-10, end_day=2025-07-10) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-10       C    2354.29  ...      -0.015414   c2509    c
1  2025-07-10       A     4295.0  ...      -0.043073   a2509    a
2  2025-07-10       M     2888.0  ...       0.019044   m2509    m
3  2025-07-10       Y     8214.0  ...      -0.034819   y2509    y
4  2025-07-10       P     8836.0  ...       -0.02354   p2509    p
5  2025-07-10      JD     2750.0  ...       0.298909  jd2509   jd
6  2025-07-10       L     7415.0  ...      -0.014295   l2509    l
7  2025-07-10       V     4768.0  ...       0.049706   v2509    v
8  2025-07-10      PP     7360.0  ...       -0.03519  pp2509   pp
9  2025-07-10      JM    1241.25  ...      -0.288218  jm2509   jm
10 2025-07-10       I     748.44  ...       0.002752   i2509    i
11 2025-07-10      EG    4393.33  ...       -0.01965  eg2509   eg
12 2025-07-10      EB     7908.0  ...      -0.059686  eb2508   eb
13 2025-07-10      PG     4882.5  ...       -0.13999  pg2508   pg
14 2025-07-10      LH    14830.0  ...      -0.033715  lh2509   lh
15 2025-07-10      BZ    5835.33  ...       0.065064  bz2603   bz
16 2025-07-10      CF    15201.0  ...      -0.087889   CF509   CF
17 2025-07-10      SR    6046.67  ...      -0.040794   SR509   SR
18 2025-07-10      TA     4852.5  ...      -0.025657   TA509   TA
19 2025-07-10      FG     1122.4  ...      -0.052922   FG509   FG
20 2025-07-10      RM    2523.33  ...       0.028403   RM509   RM
21 2025-07-10      SF    5178.57  ...       0.068249   SF509   SF
22 2025-07-10      SM     5622.0  ...       0.030238   SM509   SM
23 2025-07-10      CY    23200.0  ...      -0.137716   CY509   CY
24 2025-07-10      UR     1845.0  ...      -0.036856   UR509   UR
25 2025-07-10      SA     1247.5  ...      -0.027655   SA509   SA
26 2025-07-10      PF     6700.5  ...      -0.039773   PF509   PF
27 2025-07-10      PX     7250.0  ...      -0.068966   PX509   PX
28 2025-07-10      SH      847.0  ...       1.945691   SH509   SH
29 2025-07-10      CU   78678.33  ...      -0.003665  cu2508   cu
30 2025-07-10      AL    20680.0  ...      -0.000484  al2508   al
31 2025-07-10      ZN    22376.0  ...      -0.004067  zn2508   zn
32 2025-07-10      PB   17093.75  ...       0.007093  pb2508   pb
33 2025-07-10      NI  120916.67  ...      -0.008325  ni2508   ni
34 2025-07-10      SN   265075.0  ...      -0.000283  sn2508   sn
35 2025-07-10      AU     767.05  ...       0.005358  au2510   au
36 2025-07-10      AG    8873.67  ...       0.001277  ag2510   ag
37 2025-07-10      RB     3138.5  ...      -0.012586  rb2510   rb
38 2025-07-10      WR     3315.0  ...       0.004223  wr2601   wr
39 2025-07-10      HC     3290.0  ...      -0.017325  hc2510   hc
40 2025-07-10      FU     5400.0  ...      -0.451481  fu2509   fu
41 2025-07-10      BU     3690.0  ...      -0.017615  bu2509   bu
42 2025-07-10      RU   14466.67  ...      -0.015668  ru2509   ru
43 2025-07-10      SP    5933.33  ...      -0.129325  sp2509   sp
44 2025-07-10      SS    12887.5  ...      -0.005626  ss2508   ss
45 2025-07-10      BR    11810.0  ...      -0.033023  br2509   br
46 2025-07-10      SI     8920.0  ...      -0.061099  SI2509   si
47 2025-07-10      LC   62766.67  ...       0.026978  LC2509   lc

[48 rows x 15 columns]
2025-07-16 16:25:32,035 - future_1d - INFO - save future_spot 2025-07-10 completed
2025-07-16 16:25:35,988 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-11, end_day=2025-07-11) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-11       C    2351.43  ...      -0.016769   c2509    c
1  2025-07-11       A     4295.0  ...      -0.045867   a2509    a
2  2025-07-11       M     2924.0  ...       0.016074   m2509    m
3  2025-07-11       Y     8254.0  ...      -0.034408   y2509    y
4  2025-07-11       P     8944.0  ...      -0.028846   p2509    p
5  2025-07-11      JD     2775.0  ...       0.290811  jd2509   jd
6  2025-07-11       L    7416.67  ...      -0.015461   l2509    l
7  2025-07-11       V     4733.0  ...       0.059159   v2509    v
8  2025-07-11      PP     7355.0  ...      -0.037933  pp2509   pp
9  2025-07-11      JM    1241.25  ...      -0.267271  jm2509   jm
10 2025-07-11       I     762.56  ...       0.002544   i2509    i
11 2025-07-11      EG     4405.0  ...      -0.019977  eg2509   eg
12 2025-07-11      EB     7908.0  ...      -0.055893  eb2508   eb
13 2025-07-11      PG     4875.0  ...      -0.145846  pg2508   pg
14 2025-07-11      LH    14820.0  ...      -0.031714  lh2509   lh
15 2025-07-11      BZ    5878.67  ...       0.061124  bz2603   bz
16 2025-07-11      CF    15282.0  ...      -0.090106   CF509   CF
17 2025-07-11      SR    6046.67  ...      -0.039471   SR509   SR
18 2025-07-11      TA     4852.5  ...      -0.029366   TA509   TA
19 2025-07-11      FG     1128.0  ...      -0.033688   FG509   FG
20 2025-07-11      RM    2551.67  ...       0.030698   RM509   RM
21 2025-07-11      SF    5217.14  ...       0.058434   SF509   SF
22 2025-07-11      SM     5630.0  ...       0.025577   SM509   SM
23 2025-07-11      CY    23200.0  ...      -0.134914   CY509   CY
24 2025-07-11      UR    1861.25  ...      -0.045803   UR509   UR
25 2025-07-11      SA     1247.5  ...      -0.018036   SA509   SA
26 2025-07-11      PF    6668.46  ...      -0.040258   PF509   PF
27 2025-07-11      PX     7250.0  ...      -0.073103   PX509   PX
28 2025-07-11      SH      851.0  ...       1.944771   SH509   SH
29 2025-07-11      CU   78733.33  ...      -0.002583  cu2508   cu
30 2025-07-11      AL   20806.67  ...      -0.004406  al2508   al
31 2025-07-11      ZN    22404.0  ...      -0.000179  zn2508   zn
32 2025-07-11      PB   16993.75  ...       0.006547  pb2508   pb
33 2025-07-11      NI   122500.0  ...      -0.010694  ni2508   ni
34 2025-07-11      SN   266737.5  ...      -0.004152  sn2508   sn
35 2025-07-11      AU     770.24  ...       0.003817  au2510   au
36 2025-07-11      AG     9005.0  ...       0.001333  ag2510   ag
37 2025-07-11      RB     3164.5  ...      -0.009954  rb2510   rb
38 2025-07-11      WR     3355.0  ...       0.002385  wr2510   wr
39 2025-07-11      HC    3326.67  ...      -0.016133  hc2510   hc
40 2025-07-11      FU     5362.5  ...      -0.457716  fu2509   fu
41 2025-07-11      BU     3700.0  ...      -0.025135  bu2509   bu
42 2025-07-11      RU   14416.67  ...      -0.002197  ru2509   ru
43 2025-07-11      SP     5950.0  ...      -0.121345  sp2509   sp
44 2025-07-11      SS    12887.5  ...      -0.012997  ss2509   ss
45 2025-07-11      BR    11850.0  ...      -0.022363  br2509   br
46 2025-07-11      SI     8940.0  ...      -0.058166  SI2509   si
47 2025-07-11      LC   62966.67  ...       0.017999  LC2509   lc

[48 rows x 15 columns]
2025-07-16 16:25:36,154 - future_1d - INFO - save future_spot 2025-07-11 completed
2025-07-16 16:25:42,556 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-14, end_day=2025-07-14) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-14       C     2340.0  ...      -0.020085   c2509    c
1  2025-07-14       A     4295.0  ...      -0.041676   a2509    a
2  2025-07-14       M     2912.0  ...       0.022321   m2509    m
3  2025-07-14       Y     8254.0  ...      -0.032227   y2509    y
4  2025-07-14       P     8890.0  ...      -0.021147   p2509    p
5  2025-07-14      JD     2875.0  ...        0.25113  jd2509   jd
6  2025-07-14       L    7411.67  ...      -0.017226   l2509    l
7  2025-07-14       V     4720.0  ...       0.056144   v2509    v
8  2025-07-14      PP     7355.0  ...      -0.039429  pp2509   pp
9  2025-07-14      JM    1248.75  ...      -0.267267  jm2509   jm
10 2025-07-14       I      764.0  ...       0.002618   i2509    i
11 2025-07-14      EG     4410.0  ...      -0.017914  eg2509   eg
12 2025-07-14      EB     7936.0  ...      -0.059098  eb2508   eb
13 2025-07-14      PG     4817.5  ...      -0.131915  pg2508   pg
14 2025-07-14      LH    14730.0  ...      -0.032926  lh2509   lh
15 2025-07-14      BZ    5908.67  ...       0.050829  bz2603   bz
16 2025-07-14      CF   15312.67  ...      -0.092255   CF509   CF
17 2025-07-14      SR     6050.0  ...       -0.03719   SR509   SR
18 2025-07-14      TA    4789.84  ...      -0.013328   TA509   TA
19 2025-07-14      FG     1128.0  ...      -0.036348   FG509   FG
20 2025-07-14      RM    2566.67  ...       0.027401   RM509   RM
21 2025-07-14      SF    5202.86  ...       0.052498   SF509   SF
22 2025-07-14      SM     5630.0  ...       0.023801   SM509   SM
23 2025-07-14      CY    23200.0  ...      -0.132543   CY509   CY
24 2025-07-14      UR    1838.75  ...      -0.042284   UR509   UR
25 2025-07-14      SA     1247.5  ...      -0.020441   SA509   SA
26 2025-07-14      PF    6667.08  ...       -0.03826   PF509   PF
27 2025-07-14      PX     7250.0  ...      -0.069241   PX509   PX
28 2025-07-14      SH      861.0  ...       1.934959   SH509   SH
29 2025-07-14      CU   78513.33  ...      -0.002844  cu2508   cu
30 2025-07-14      AL   20806.67  ...      -0.020506  al2509   al
31 2025-07-14      ZN    22154.0  ...       0.001399  zn2509   zn
32 2025-07-14      PB    16937.5  ...       0.007232  pb2508   pb
33 2025-07-14      NI   122100.0  ...      -0.009746  ni2509   ni
34 2025-07-14      SN   266512.5  ...      -0.001098  sn2508   sn
35 2025-07-14      AU     770.24  ...       0.010646  au2510   au
36 2025-07-14      AG     9005.0  ...         0.0191  ag2510   ag
37 2025-07-14      RB     3180.0  ...      -0.015409  rb2510   rb
38 2025-07-14      WR     3345.0  ...        0.02272  wr2510   wr
39 2025-07-14      HC    3333.33  ...      -0.019299  hc2510   hc
40 2025-07-14      FU     5387.5  ...       -0.45819  fu2509   fu
41 2025-07-14      BU     3720.0  ...      -0.023925  bu2509   bu
42 2025-07-14      RU   14386.67  ...      -0.005677  ru2509   ru
43 2025-07-14      SP     5950.0  ...      -0.120672  sp2509   sp
44 2025-07-14      SS    12900.0  ...      -0.015504  ss2509   ss
45 2025-07-14      BR    11850.0  ...      -0.025738  br2509   br
46 2025-07-14      SI     9140.0  ...      -0.065098  SI2509   si
47 2025-07-14      LC    63000.0  ...       0.055873  LC2509   lc

[48 rows x 15 columns]
2025-07-16 16:25:42,711 - future_1d - INFO - save future_spot 2025-07-14 completed
2025-07-16 16:25:50,205 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-15, end_day=2025-07-15) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-15       C    2331.43  ...      -0.013052   c2509    c
1  2025-07-15       A     4295.0  ...       -0.03539   a2509    a
2  2025-07-15       M     2924.0  ...       0.021204   m2509    m
3  2025-07-15       Y     8264.0  ...      -0.030494   y2509    y
4  2025-07-15       P     8844.0  ...      -0.010176   p2509    p
5  2025-07-15      JD     2875.0  ...          0.256  jd2509   jd
6  2025-07-15       L    7393.33  ...      -0.020333   l2509    l
7  2025-07-15       V     4745.0  ...       0.051844   v2509    v
8  2025-07-15      PP    7366.67  ...      -0.044887  pp2509   pp
9  2025-07-15      JM    1248.75  ...      -0.270871  jm2509   jm
10 2025-07-15       I      765.0  ...            0.0   i2509    i
11 2025-07-15      EG     4405.0  ...       -0.01521  eg2509   eg
12 2025-07-15      EB     7956.0  ...      -0.070513  eb2508   eb
13 2025-07-15      PG     4785.0  ...      -0.151724  pg2509   pg
14 2025-07-15      LH    14670.0  ...      -0.026585  lh2509   lh
15 2025-07-15      BZ    5898.67  ...        0.04532  bz2603   bz
16 2025-07-15      CF    15327.5  ...        -0.0977   CF509   CF
17 2025-07-15      SR    6043.33  ...      -0.039933   SR509   SR
18 2025-07-15      TA    4735.66  ...      -0.005841   TA509   TA
19 2025-07-15      FG     1142.4  ...      -0.052871   FG509   FG
20 2025-07-15      RM    2581.67  ...       0.029179   RM509   RM
21 2025-07-15      SF    5202.86  ...       0.057495   SF509   SF
22 2025-07-15      SM     5644.0  ...       0.027286   SM509   SM
23 2025-07-15      CY    23275.0  ...      -0.138561   CY509   CY
24 2025-07-15      UR     1837.5  ...       -0.05415   UR509   UR
25 2025-07-15      SA     1247.5  ...      -0.017234   SA509   SA
26 2025-07-15      PF    6646.46  ...      -0.038586   PF509   PF
27 2025-07-15      PX     7250.0  ...      -0.073655   PX509   PX
28 2025-07-15      SH      861.0  ...       1.925668   SH509   SH
29 2025-07-15      CU    78135.0  ...      -0.002624  cu2508   cu
30 2025-07-15      AL   20523.33  ...      -0.007715  al2509   al
31 2025-07-15      ZN    22118.0  ...      -0.000588  zn2509   zn
32 2025-07-15      PB    16925.0  ...       0.005022  pb2508   pb
33 2025-07-15      NI  120666.67  ...      -0.008923  ni2509   ni
34 2025-07-15      SN   264687.5  ...      -0.003617  sn2508   sn
35 2025-07-15      AU     774.93  ...       0.004246  au2510   au
36 2025-07-15      AG    9149.67  ...       0.003752  ag2510   ag
37 2025-07-15      RB     3173.0  ...      -0.016388  rb2510   rb
38 2025-07-15      WR     3345.0  ...       0.006278  wr2510   wr
39 2025-07-15      HC    3333.33  ...      -0.021099  hc2510   hc
40 2025-07-15      FU     5387.5  ...      -0.467842  fu2509   fu
41 2025-07-15      BU     3720.0  ...      -0.023925  bu2509   bu
42 2025-07-15      RU   14508.33  ...      -0.006088  ru2509   ru
43 2025-07-15      SP     5950.0  ...      -0.119328  sp2509   sp
44 2025-07-15      SS    12900.0  ...      -0.016667  ss2509   ss
45 2025-07-15      BR    11850.0  ...      -0.025316  br2509   br
46 2025-07-15      SI     9330.0  ...      -0.060557  SI2509   si
47 2025-07-15      LC   63733.33  ...       0.038075  LC2509   lc

[48 rows x 15 columns]
2025-07-16 16:25:50,361 - future_1d - INFO - save future_spot 2025-07-15 completed
2025-07-16 16:25:57,381 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-16, end_day=2025-07-16) done
2025-07-16 16:25:57,399 - future_1d - INFO - save future_spot 2025-07-16 failed
=========================================================================
2025-07-16 18:25:19 Wed	START TASK.01	future_1d  future_spot
=========================================================================
2025-07-16 18:25:21,721 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-16 18:25:22,047 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-10, end_day=2025-07-10) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-10       C    2354.29  ...      -0.015414   c2509    c
1  2025-07-10       A     4295.0  ...      -0.043073   a2509    a
2  2025-07-10       M     2888.0  ...       0.019044   m2509    m
3  2025-07-10       Y     8214.0  ...      -0.034819   y2509    y
4  2025-07-10       P     8836.0  ...       -0.02354   p2509    p
5  2025-07-10      JD     2750.0  ...       0.298909  jd2509   jd
6  2025-07-10       L     7415.0  ...      -0.014295   l2509    l
7  2025-07-10       V     4768.0  ...       0.049706   v2509    v
8  2025-07-10      PP     7360.0  ...       -0.03519  pp2509   pp
9  2025-07-10      JM    1241.25  ...      -0.288218  jm2509   jm
10 2025-07-10       I     748.44  ...       0.002752   i2509    i
11 2025-07-10      EG    4393.33  ...       -0.01965  eg2509   eg
12 2025-07-10      EB     7908.0  ...      -0.059686  eb2508   eb
13 2025-07-10      PG     4882.5  ...       -0.13999  pg2508   pg
14 2025-07-10      LH    14830.0  ...      -0.033715  lh2509   lh
15 2025-07-10      BZ    5835.33  ...       0.065064  bz2603   bz
16 2025-07-10      CF    15201.0  ...      -0.087889   CF509   CF
17 2025-07-10      SR    6046.67  ...      -0.040794   SR509   SR
18 2025-07-10      TA     4852.5  ...      -0.025657   TA509   TA
19 2025-07-10      OI     9585.0  ...      -0.013354   OI509   OI
20 2025-07-10      MA     2397.5  ...      -0.001877   MA509   MA
21 2025-07-10      FG     1122.4  ...      -0.052922   FG509   FG
22 2025-07-10      RM    2523.33  ...       0.028403   RM509   RM
23 2025-07-10      SF    5178.57  ...       0.068249   SF509   SF
24 2025-07-10      SM     5622.0  ...       0.030238   SM509   SM
25 2025-07-10      CY    23200.0  ...      -0.137716   CY509   CY
26 2025-07-10      UR     1845.0  ...      -0.036856   UR509   UR
27 2025-07-10      SA     1247.5  ...      -0.027655   SA509   SA
28 2025-07-10      PF     6700.5  ...      -0.039773   PF509   PF
29 2025-07-10      PX     7250.0  ...      -0.068966   PX509   PX
30 2025-07-10      SH      847.0  ...       1.945691   SH509   SH
31 2025-07-10      CU   78678.33  ...      -0.003665  cu2508   cu
32 2025-07-10      AL    20680.0  ...      -0.000484  al2508   al
33 2025-07-10      ZN    22376.0  ...      -0.004067  zn2508   zn
34 2025-07-10      PB   17093.75  ...       0.007093  pb2508   pb
35 2025-07-10      NI  120916.67  ...      -0.008325  ni2508   ni
36 2025-07-10      SN   265075.0  ...      -0.000283  sn2508   sn
37 2025-07-10      AU     767.05  ...       0.005358  au2510   au
38 2025-07-10      AG    8873.67  ...       0.001277  ag2510   ag
39 2025-07-10      RB     3138.5  ...      -0.012586  rb2510   rb
40 2025-07-10      WR     3315.0  ...       0.004223  wr2601   wr
41 2025-07-10      HC     3290.0  ...      -0.017325  hc2510   hc
42 2025-07-10      FU     5400.0  ...      -0.451481  fu2509   fu
43 2025-07-10      BU     3690.0  ...      -0.017615  bu2509   bu
44 2025-07-10      RU   14466.67  ...      -0.015668  ru2509   ru
45 2025-07-10      SP    5933.33  ...      -0.129325  sp2509   sp
46 2025-07-10      SS    12887.5  ...      -0.005626  ss2508   ss
47 2025-07-10      BR    11810.0  ...      -0.033023  br2509   br
48 2025-07-10      SI     8920.0  ...      -0.061099  SI2509   si
49 2025-07-10      LC   62766.67  ...       0.026978  LC2509   lc

[50 rows x 15 columns]
2025-07-16 18:25:22,236 - future_1d - INFO - save future_spot 2025-07-10 add
2025-07-16 18:25:22,240 - future_1d - INFO -                                                  19                          20
date                                     2025-07-10                  2025-07-10
variety                                          OI                          MA
spot_price                                   9585.0                      2397.5
near_contract                                 OI507                       MA507
near_contract_price                          9600.0                      2353.0
dominant_contract                             OI509                       MA509
dominant_contract_price                      9457.0                      2393.0
near_month                                     2507                        2507
dominant_month                                 2509                        2509
near_basis                                     15.0                       -44.5
dom_basis                                    -128.0                        -4.5
near_basis_rate                              0.0016                     -0.0186
dom_basis_rate                              -0.0134                     -0.0019
symbol                                        OI509                       MA509
comd                                             OI                          MA
created_at               2025-07-16 18:25:22.200894  2025-07-16 18:25:22.200894
updated_at               2025-07-16 18:25:22.201421  2025-07-16 18:25:22.201421
2025-07-16 18:25:26,720 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-11, end_day=2025-07-11) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-11       C    2351.43  ...      -0.016769   c2509    c
1  2025-07-11       A     4295.0  ...      -0.045867   a2509    a
2  2025-07-11       M     2924.0  ...       0.016074   m2509    m
3  2025-07-11       Y     8254.0  ...      -0.034408   y2509    y
4  2025-07-11       P     8944.0  ...      -0.028846   p2509    p
5  2025-07-11      JD     2775.0  ...       0.290811  jd2509   jd
6  2025-07-11       L    7416.67  ...      -0.015461   l2509    l
7  2025-07-11       V     4733.0  ...       0.059159   v2509    v
8  2025-07-11      PP     7355.0  ...      -0.037933  pp2509   pp
9  2025-07-11      JM    1241.25  ...      -0.267271  jm2509   jm
10 2025-07-11       I     762.56  ...       0.002544   i2509    i
11 2025-07-11      EG     4405.0  ...      -0.019977  eg2509   eg
12 2025-07-11      EB     7908.0  ...      -0.055893  eb2508   eb
13 2025-07-11      PG     4875.0  ...      -0.145846  pg2508   pg
14 2025-07-11      LH    14820.0  ...      -0.031714  lh2509   lh
15 2025-07-11      BZ    5878.67  ...       0.061124  bz2603   bz
16 2025-07-11      CF    15282.0  ...      -0.090106   CF509   CF
17 2025-07-11      SR    6046.67  ...      -0.039471   SR509   SR
18 2025-07-11      TA     4852.5  ...      -0.029366   TA509   TA
19 2025-07-11      OI    9568.33  ...      -0.011844   OI509   OI
20 2025-07-11      MA    2378.33  ...       0.000702   MA509   MA
21 2025-07-11      FG     1128.0  ...      -0.033688   FG509   FG
22 2025-07-11      RM    2551.67  ...       0.030698   RM509   RM
23 2025-07-11      SF    5217.14  ...       0.058434   SF509   SF
24 2025-07-11      SM     5630.0  ...       0.025577   SM509   SM
25 2025-07-11      CY    23200.0  ...      -0.134914   CY509   CY
26 2025-07-11      UR    1861.25  ...      -0.045803   UR509   UR
27 2025-07-11      SA     1247.5  ...      -0.018036   SA509   SA
28 2025-07-11      PF    6668.46  ...      -0.040258   PF509   PF
29 2025-07-11      PX     7250.0  ...      -0.073103   PX509   PX
30 2025-07-11      SH      851.0  ...       1.944771   SH509   SH
31 2025-07-11      CU   78733.33  ...      -0.002583  cu2508   cu
32 2025-07-11      AL   20806.67  ...      -0.004406  al2508   al
33 2025-07-11      ZN    22404.0  ...      -0.000179  zn2508   zn
34 2025-07-11      PB   16993.75  ...       0.006547  pb2508   pb
35 2025-07-11      NI   122500.0  ...      -0.010694  ni2508   ni
36 2025-07-11      SN   266737.5  ...      -0.004152  sn2508   sn
37 2025-07-11      AU     770.24  ...       0.003817  au2510   au
38 2025-07-11      AG     9005.0  ...       0.001333  ag2510   ag
39 2025-07-11      RB     3164.5  ...      -0.009954  rb2510   rb
40 2025-07-11      WR     3355.0  ...       0.002385  wr2510   wr
41 2025-07-11      HC    3326.67  ...      -0.016133  hc2510   hc
42 2025-07-11      FU     5362.5  ...      -0.457716  fu2509   fu
43 2025-07-11      BU     3700.0  ...      -0.025135  bu2509   bu
44 2025-07-11      RU   14416.67  ...      -0.002197  ru2509   ru
45 2025-07-11      SP     5950.0  ...      -0.121345  sp2509   sp
46 2025-07-11      SS    12887.5  ...      -0.012997  ss2509   ss
47 2025-07-11      BR    11850.0  ...      -0.022363  br2509   br
48 2025-07-11      SI     8940.0  ...      -0.058166  SI2509   si
49 2025-07-11      LC   62966.67  ...       0.017999  LC2509   lc

[50 rows x 15 columns]
2025-07-16 18:25:26,892 - future_1d - INFO - save future_spot 2025-07-11 add
2025-07-16 18:25:26,896 - future_1d - INFO -                                                  19                          20
date                                     2025-07-11                  2025-07-11
variety                                          OI                          MA
spot_price                                  9568.33                     2378.33
near_contract                                 OI507                       MA507
near_contract_price                          9600.0                      2353.0
dominant_contract                             OI509                       MA509
dominant_contract_price                      9455.0                      2380.0
near_month                                     2507                        2507
dominant_month                                 2509                        2509
near_basis                                    31.67                      -25.33
dom_basis                                   -113.33                        1.67
near_basis_rate                              0.0033                     -0.0107
dom_basis_rate                              -0.0118                      0.0007
symbol                                        OI509                       MA509
comd                                             OI                          MA
created_at               2025-07-16 18:25:26.859172  2025-07-16 18:25:26.859172
updated_at               2025-07-16 18:25:26.859535  2025-07-16 18:25:26.859535
2025-07-16 18:25:32,244 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-14, end_day=2025-07-14) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-14       C     2340.0  ...      -0.020085   c2509    c
1  2025-07-14       A     4295.0  ...      -0.041676   a2509    a
2  2025-07-14       M     2912.0  ...       0.022321   m2509    m
3  2025-07-14       Y     8254.0  ...      -0.032227   y2509    y
4  2025-07-14       P     8890.0  ...      -0.021147   p2509    p
5  2025-07-14      JD     2875.0  ...        0.25113  jd2509   jd
6  2025-07-14       L    7411.67  ...      -0.017226   l2509    l
7  2025-07-14       V     4720.0  ...       0.056144   v2509    v
8  2025-07-14      PP     7355.0  ...      -0.039429  pp2509   pp
9  2025-07-14      JM    1248.75  ...      -0.267267  jm2509   jm
10 2025-07-14       I      764.0  ...       0.002618   i2509    i
11 2025-07-14      EG     4410.0  ...      -0.017914  eg2509   eg
12 2025-07-14      EB     7936.0  ...      -0.059098  eb2508   eb
13 2025-07-14      PG     4817.5  ...      -0.131915  pg2508   pg
14 2025-07-14      LH    14730.0  ...      -0.032926  lh2509   lh
15 2025-07-14      BZ    5908.67  ...       0.050829  bz2603   bz
16 2025-07-14      CF   15312.67  ...      -0.092255   CF509   CF
17 2025-07-14      SR     6050.0  ...       -0.03719   SR509   SR
18 2025-07-14      TA    4789.84  ...      -0.013328   TA509   TA
19 2025-07-14      OI    9541.67  ...      -0.013485   OI509   OI
20 2025-07-14      MA     2390.0  ...      -0.001255   MA509   MA
21 2025-07-14      FG     1128.0  ...      -0.036348   FG509   FG
22 2025-07-14      RM    2566.67  ...       0.027401   RM509   RM
23 2025-07-14      SF    5202.86  ...       0.052498   SF509   SF
24 2025-07-14      SM     5630.0  ...       0.023801   SM509   SM
25 2025-07-14      CY    23200.0  ...      -0.132543   CY509   CY
26 2025-07-14      UR    1838.75  ...      -0.042284   UR509   UR
27 2025-07-14      SA     1247.5  ...      -0.020441   SA509   SA
28 2025-07-14      PF    6667.08  ...       -0.03826   PF509   PF
29 2025-07-14      PX     7250.0  ...      -0.069241   PX509   PX
30 2025-07-14      SH      861.0  ...       1.934959   SH509   SH
31 2025-07-14      CU   78513.33  ...      -0.002844  cu2508   cu
32 2025-07-14      AL   20806.67  ...      -0.020506  al2509   al
33 2025-07-14      ZN    22154.0  ...       0.001399  zn2509   zn
34 2025-07-14      PB    16937.5  ...       0.007232  pb2508   pb
35 2025-07-14      NI   122100.0  ...      -0.009746  ni2509   ni
36 2025-07-14      SN   266512.5  ...      -0.001098  sn2508   sn
37 2025-07-14      AU     770.24  ...       0.010646  au2510   au
38 2025-07-14      AG     9005.0  ...         0.0191  ag2510   ag
39 2025-07-14      RB     3180.0  ...      -0.015409  rb2510   rb
40 2025-07-14      WR     3345.0  ...        0.02272  wr2510   wr
41 2025-07-14      HC    3333.33  ...      -0.019299  hc2510   hc
42 2025-07-14      FU     5387.5  ...       -0.45819  fu2509   fu
43 2025-07-14      BU     3720.0  ...      -0.023925  bu2509   bu
44 2025-07-14      RU   14386.67  ...      -0.005677  ru2509   ru
45 2025-07-14      SP     5950.0  ...      -0.120672  sp2509   sp
46 2025-07-14      SS    12900.0  ...      -0.015504  ss2509   ss
47 2025-07-14      BR    11850.0  ...      -0.025738  br2509   br
48 2025-07-14      SI     9140.0  ...      -0.065098  SI2509   si
49 2025-07-14      LC    63000.0  ...       0.055873  LC2509   lc

[50 rows x 15 columns]
2025-07-16 18:25:32,417 - future_1d - INFO - save future_spot 2025-07-14 add
2025-07-16 18:25:32,422 - future_1d - INFO -                                                  19                          20
date                                     2025-07-14                  2025-07-14
variety                                          OI                          MA
spot_price                                  9541.67                      2390.0
near_contract                                 OI507                       MA507
near_contract_price                          9557.0                      2383.0
dominant_contract                             OI509                       MA509
dominant_contract_price                      9413.0                      2387.0
near_month                                     2507                        2507
dominant_month                                 2509                        2509
near_basis                                    15.33                        -7.0
dom_basis                                   -128.67                        -3.0
near_basis_rate                              0.0016                     -0.0029
dom_basis_rate                              -0.0135                     -0.0013
symbol                                        OI509                       MA509
comd                                             OI                          MA
created_at               2025-07-16 18:25:32.383366  2025-07-16 18:25:32.383366
updated_at               2025-07-16 18:25:32.383770  2025-07-16 18:25:32.383770
2025-07-16 18:25:40,282 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-15, end_day=2025-07-15) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-15       C    2331.43  ...      -0.013052   c2509    c
1  2025-07-15       A     4295.0  ...       -0.03539   a2509    a
2  2025-07-15       M     2924.0  ...       0.021204   m2509    m
3  2025-07-15       Y     8264.0  ...      -0.030494   y2509    y
4  2025-07-15       P     8844.0  ...      -0.010176   p2509    p
5  2025-07-15      JD     2875.0  ...          0.256  jd2509   jd
6  2025-07-15       L    7393.33  ...      -0.020333   l2509    l
7  2025-07-15       V     4745.0  ...       0.051844   v2509    v
8  2025-07-15      PP    7366.67  ...      -0.044887  pp2509   pp
9  2025-07-15      JM    1248.75  ...      -0.270871  jm2509   jm
10 2025-07-15       I      765.0  ...            0.0   i2509    i
11 2025-07-15      EG     4405.0  ...       -0.01521  eg2509   eg
12 2025-07-15      EB     7956.0  ...      -0.070513  eb2508   eb
13 2025-07-15      PG     4785.0  ...      -0.151724  pg2509   pg
14 2025-07-15      LH    14670.0  ...      -0.026585  lh2509   lh
15 2025-07-15      BZ    5898.67  ...        0.04532  bz2603   bz
16 2025-07-15      CF    15327.5  ...        -0.0977   CF509   CF
17 2025-07-15      SR    6043.33  ...      -0.039933   SR509   SR
18 2025-07-15      TA    4735.66  ...      -0.005841   TA509   TA
19 2025-07-15      OI    9533.33  ...      -0.009685   OI509   OI
20 2025-07-15      MA     2390.0  ...       0.000837   MA509   MA
21 2025-07-15      FG     1142.4  ...      -0.052871   FG509   FG
22 2025-07-15      RM    2581.67  ...       0.029179   RM509   RM
23 2025-07-15      SF    5202.86  ...       0.057495   SF509   SF
24 2025-07-15      SM     5644.0  ...       0.027286   SM509   SM
25 2025-07-15      CY    23275.0  ...      -0.138561   CY509   CY
26 2025-07-15      UR     1837.5  ...       -0.05415   UR509   UR
27 2025-07-15      SA     1247.5  ...      -0.017234   SA509   SA
28 2025-07-15      PF    6646.46  ...      -0.038586   PF509   PF
29 2025-07-15      PX     7250.0  ...      -0.073655   PX509   PX
30 2025-07-15      SH      861.0  ...       1.925668   SH509   SH
31 2025-07-15      CU    78135.0  ...      -0.002624  cu2508   cu
32 2025-07-15      AL   20523.33  ...      -0.007715  al2509   al
33 2025-07-15      ZN    22118.0  ...      -0.000588  zn2509   zn
34 2025-07-15      PB    16925.0  ...       0.005022  pb2508   pb
35 2025-07-15      NI  120666.67  ...      -0.008923  ni2509   ni
36 2025-07-15      SN   264687.5  ...      -0.003617  sn2508   sn
37 2025-07-15      AU     774.93  ...       0.004246  au2510   au
38 2025-07-15      AG    9149.67  ...       0.003752  ag2510   ag
39 2025-07-15      RB     3173.0  ...      -0.016388  rb2510   rb
40 2025-07-15      WR     3345.0  ...       0.006278  wr2510   wr
41 2025-07-15      HC    3333.33  ...      -0.021099  hc2510   hc
42 2025-07-15      FU     5387.5  ...      -0.467842  fu2509   fu
43 2025-07-15      BU     3720.0  ...      -0.023925  bu2509   bu
44 2025-07-15      RU   14508.33  ...      -0.006088  ru2509   ru
45 2025-07-15      SP     5950.0  ...      -0.119328  sp2509   sp
46 2025-07-15      SS    12900.0  ...      -0.016667  ss2509   ss
47 2025-07-15      BR    11850.0  ...      -0.025316  br2509   br
48 2025-07-15      SI     9330.0  ...      -0.060557  SI2509   si
49 2025-07-15      LC   63733.33  ...       0.038075  LC2509   lc

[50 rows x 15 columns]
2025-07-16 18:25:40,452 - future_1d - INFO - save future_spot 2025-07-15 add
2025-07-16 18:25:40,456 - future_1d - INFO -                                                  19                          20
date                                     2025-07-15                  2025-07-15
variety                                          OI                          MA
spot_price                                  9533.33                      2390.0
near_contract                                 OI509                       MA508
near_contract_price                          9441.0                      2383.0
dominant_contract                             OI509                       MA509
dominant_contract_price                      9441.0                      2392.0
near_month                                     2509                        2508
dominant_month                                 2509                        2509
near_basis                                   -92.33                        -7.0
dom_basis                                    -92.33                         2.0
near_basis_rate                             -0.0097                     -0.0029
dom_basis_rate                              -0.0097                      0.0008
symbol                                        OI509                       MA509
comd                                             OI                          MA
created_at               2025-07-16 18:25:40.420448  2025-07-16 18:25:40.420448
updated_at               2025-07-16 18:25:40.420844  2025-07-16 18:25:40.420844
2025-07-16 18:25:44,438 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-16, end_day=2025-07-16) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-16       C    2327.14  ...      -0.014241   c2509    c
1  2025-07-16       A     4295.0  ...      -0.030035   a2509    a
2  2025-07-16       M     2916.0  ...       0.021262   m2509    m
3  2025-07-16       Y     8304.0  ...      -0.032755   y2509    y
4  2025-07-16       P     8864.0  ...      -0.016245   p2509    p
5  2025-07-16      JD     2885.0  ...       0.249567  jd2509   jd
6  2025-07-16       L    7393.33  ...       -0.02412   l2509    l
7  2025-07-16       V     4736.0  ...       0.045186   v2509    v
8  2025-07-16      PP    7358.33  ...      -0.046795  pp2509   pp
9  2025-07-16      JM    1248.75  ...      -0.275676  jm2509   jm
10 2025-07-16       I      765.0  ...       0.008497   i2509    i
11 2025-07-16      EG     4405.0  ...      -0.016345  eg2509   eg
12 2025-07-16      EB     7946.0  ...      -0.087214  eb2509   eb
13 2025-07-16      PG     4747.5  ...      -0.153449  pg2509   pg
14 2025-07-16      LH    14600.0  ...      -0.034247  lh2509   lh
15 2025-07-16      BZ    5885.33  ...       0.045481  bz2603   bz
16 2025-07-16      CF   15291.33  ...      -0.088045   CF509   CF
17 2025-07-16      SR    6043.33  ...      -0.039602   SR509   SR
18 2025-07-16      TA    4735.66  ...      -0.005841   TA509   TA
19 2025-07-16      OI    9581.67  ...      -0.013429   OI509   OI
20 2025-07-16      MA    2381.67  ...      -0.002381   MA509   MA
21 2025-07-16      FG     1142.4  ...      -0.065126   FG509   FG
22 2025-07-16      RM    2576.67  ...         0.0304   RM509   RM
23 2025-07-16      SF    5202.86  ...       0.047885   SF509   SF
24 2025-07-16      SM     5630.0  ...       0.023801   SM509   SM
25 2025-07-16      CY    23275.0  ...      -0.134909   CY509   CY
26 2025-07-16      UR     1827.5  ...      -0.051163   UR509   UR
27 2025-07-16      SA     1247.5  ...      -0.029259   SA509   SA
28 2025-07-16      PF    6633.96  ...      -0.041297   PF509   PF
29 2025-07-16      PX     7250.0  ...      -0.072828   PX509   PX
30 2025-07-16      SH      861.0  ...       1.898955   SH509   SH
31 2025-07-16      CU   78096.67  ...       -0.00175  cu2508   cu
32 2025-07-16      AL    20540.0  ...      -0.006816  al2509   al
33 2025-07-16      ZN    22018.0  ...      -0.000818  zn2509   zn
34 2025-07-16      PB    16825.0  ...        0.00416  pb2508   pb
35 2025-07-16      NI  122216.67  ...      -0.012328  ni2509   ni
36 2025-07-16      SN   263625.0  ...      -0.000588  sn2508   sn
37 2025-07-16      AU     771.38  ...       0.006637  au2510   au
38 2025-07-16      AG     9113.0  ...       0.005157  ag2510   ag
39 2025-07-16      RB     3172.0  ...      -0.020177  rb2510   rb
40 2025-07-16      WR     3345.0  ...       0.003587  wr2510   wr
41 2025-07-16      HC    3326.67  ...      -0.022446  hc2510   hc
42 2025-07-16      FU     5387.5  ...        -0.4671  fu2509   fu
43 2025-07-16      BU    3713.33  ...      -0.025942  bu2509   bu
44 2025-07-16      RU   14516.67  ...      -0.007693  ru2509   ru
45 2025-07-16      SP    5916.67  ...      -0.114367  sp2509   sp
46 2025-07-16      SS    12950.0  ...      -0.020077  ss2509   ss
47 2025-07-16      BR    11850.0  ...      -0.036287  br2509   br
48 2025-07-16      SI     9380.0  ...      -0.074627  SI2509   si
49 2025-07-16      LC    64100.0  ...       0.034633  LC2509   lc

[50 rows x 15 columns]
2025-07-16 18:25:44,611 - future_1d - INFO - save future_spot 2025-07-16 add
2025-07-16 18:25:44,619 - future_1d - INFO -                                                   0  ...                           4
date                                     2025-07-16  ...                  2025-07-16
variety                                           C  ...                           P
spot_price                                  2327.14  ...                      8864.0
near_contract                                 c2509  ...                       p2508
near_contract_price                          2294.0  ...                      8740.0
dominant_contract                             c2509  ...                       p2509
dominant_contract_price                      2294.0  ...                      8720.0
near_month                                     2509  ...                        2508
dominant_month                                 2509  ...                        2509
near_basis                                   -33.14  ...                      -124.0
dom_basis                                    -33.14  ...                      -144.0
near_basis_rate                             -0.0142  ...                      -0.014
dom_basis_rate                              -0.0142  ...                     -0.0162
symbol                                        c2509  ...                       p2509
comd                                              c  ...                           p
created_at               2025-07-16 18:25:44.568020  ...  2025-07-16 18:25:44.568020
updated_at               2025-07-16 18:25:44.568438  ...  2025-07-16 18:25:44.568438

[17 rows x 5 columns]