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2025-07-08 16:25:36 Tue	START TASK.01	future_1d  future_spot
=========================================================================
2025-07-08 16:25:38,757 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-08 16:25:39,093 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-02, end_day=2025-07-02) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-02       C    2367.14  ...       0.000786   c2509    c
1  2025-07-02       A     4295.0  ...      -0.036787   a2509    a
2  2025-07-02       M     2922.0  ...       0.008556   m2509    m
3  2025-07-02       Y     8284.0  ...      -0.036456   y2509    y
4  2025-07-02       P     8638.0  ...      -0.030331   p2509    p
5  2025-07-02      JD     2790.0  ...       0.276344  jd2508   jd
6  2025-07-02       L    7466.67  ...      -0.027277   l2509    l
7  2025-07-02       V     4654.0  ...       0.047916   v2509    v
8  2025-07-02      PP     7325.0  ...      -0.036451  pp2509   pp
9  2025-07-02      JM    1226.25  ...      -0.327217  jm2509   jm
10 2025-07-02       I     720.22  ...      -0.006554   i2509    i
11 2025-07-02      EG     4400.0  ...      -0.025227  eg2509   eg
12 2025-07-02      EB     8036.0  ...       -0.09781  eb2508   eb
13 2025-07-02      PG     4947.5  ...      -0.150682  pg2508   pg
14 2025-07-02      LH    14750.0  ...      -0.037966  lh2509   lh
15 2025-07-02      CF   15160.33  ...      -0.090719   CF509   CF
16 2025-07-02      SR     6050.0  ...      -0.052066   SR509   SR
17 2025-07-02      TA    5031.25  ...      -0.050335   TA509   TA
18 2025-07-02      FG     1108.0  ...      -0.076715   FG509   FG
19 2025-07-02      RM    2506.67  ...       0.028057   RM509   RM
20 2025-07-02      SF    5122.86  ...       0.047852   SF509   SF
21 2025-07-02      SM     5544.0  ...       0.027056   SM509   SM
22 2025-07-02      CY    23200.0  ...      -0.135129   CY509   CY
23 2025-07-02      UR     1825.0  ...      -0.052055   UR509   UR
24 2025-07-02      SA     1252.5  ...      -0.053892   SA509   SA
25 2025-07-02      PF    6744.17  ...      -0.021674   PF508   PF
26 2025-07-02      PX     7250.0  ...      -0.067586   PX509   PX
27 2025-07-02      SH      827.0  ...       1.870617   SH509   SH
28 2025-07-02      CU   80983.33  ...      -0.004486  cu2508   cu
29 2025-07-02      AL   20786.67  ...      -0.005853  al2508   al
30 2025-07-02      ZN    22270.0  ...       -0.00247  zn2508   zn
31 2025-07-02      PB    17010.0  ...       0.008818  pb2508   pb
32 2025-07-02      NI  122383.33  ...      -0.012774  ni2508   ni
33 2025-07-02      SN   268537.5  ...       0.002839  sn2508   sn
34 2025-07-02      AU     768.73  ...       0.011565  au2510   au
35 2025-07-02      AG    8698.67  ...       0.009695  ag2508   ag
36 2025-07-02      RB     3087.5  ...      -0.017976  rb2510   rb
37 2025-07-02      WR     3292.5  ...       0.010782  wr2510   wr
38 2025-07-02      HC    3216.67  ...      -0.016996  hc2510   hc
39 2025-07-02      FU     5425.0  ...      -0.455115  fu2509   fu
40 2025-07-02      BU     3670.0  ...      -0.024796  bu2509   bu
41 2025-07-02      RU   13983.33  ...       0.007628  ru2509   ru
42 2025-07-02      SP     5950.0  ...      -0.151597  sp2509   sp
43 2025-07-02      SS    12825.0  ...      -0.014425  ss2508   ss
44 2025-07-02      BR    11820.0  ...      -0.049915  br2508   br
45 2025-07-02      SI     8850.0  ...      -0.086441  SI2509   si
46 2025-07-02      LC   61966.67  ...       0.024744  LC2509   lc

[47 rows x 15 columns]
2025-07-08 16:25:39,267 - future_1d - INFO - save future_spot 2025-07-02 completed
2025-07-08 16:25:43,489 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-03, end_day=2025-07-03) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-03       C    2367.14  ...      -0.001326   c2509    c
1  2025-07-03       A     4295.0  ...      -0.034226   a2509    a
2  2025-07-03       M     2930.0  ...       0.010239   m2509    m
3  2025-07-03       Y     8264.0  ...      -0.029526   y2509    y
4  2025-07-03       P     8744.0  ...      -0.030421   p2509    p
5  2025-07-03      JD     2790.0  ...       0.275269  jd2508   jd
6  2025-07-03       L    7441.67  ...      -0.019978   l2509    l
7  2025-07-03       V     4693.0  ...         0.0456   v2509    v
8  2025-07-03      PP    7406.67  ...      -0.043565  pp2509   pp
9  2025-07-03      JM    1236.25  ...       -0.31365  jm2509   jm
10 2025-07-03       I     730.67  ...      -0.003654   i2509    i
11 2025-07-03      EG     4400.0  ...      -0.023864  eg2509   eg
12 2025-07-03      EB     7904.0  ...      -0.077935  eb2508   eb
13 2025-07-03      PG     4947.5  ...      -0.147246  pg2508   pg
14 2025-07-03      LH    14920.0  ...       -0.04055  lh2509   lh
15 2025-07-03      CF   15199.83  ...      -0.092753   CF509   CF
16 2025-07-03      SR     6050.0  ...      -0.047438   SR509   SR
17 2025-07-03      TA    5031.25  ...      -0.053516   TA509   TA
18 2025-07-03      FG     1116.0  ...      -0.066308   FG509   FG
19 2025-07-03      RM     2530.0  ...       0.028063   RM509   RM
20 2025-07-03      SF    5122.86  ...       0.054099   SF509   SF
21 2025-07-03      SM     5576.0  ...       0.023314   SM509   SM
22 2025-07-03      CY    23200.0  ...      -0.135345   CY509   CY
23 2025-07-03      UR     1829.0  ...      -0.052488   UR509   UR
24 2025-07-03      SA     1252.5  ...      -0.051497   SA509   SA
25 2025-07-03      PF    6748.54  ...        -0.0229   PF508   PF
26 2025-07-03      PX     7250.0  ...      -0.069241   PX509   PX
27 2025-07-03      SH      827.0  ...        1.88029   SH509   SH
28 2025-07-03      CU   81021.67  ...       -0.00323  cu2508   cu
29 2025-07-03      AL    20870.0  ...      -0.008864  al2508   al
30 2025-07-03      ZN    22400.0  ...      -0.002902  zn2508   zn
31 2025-07-03      PB    17100.0  ...       0.009357  pb2508   pb
32 2025-07-03      NI  122933.33  ...      -0.011741  ni2508   ni
33 2025-07-03      SN   268700.0  ...       0.001154  sn2508   sn
34 2025-07-03      AU     775.32  ...       0.004463  au2510   au
35 2025-07-03      AG    8818.33  ...       0.008468  ag2510   ag
36 2025-07-03      RB     3104.0  ...      -0.012564  rb2510   rb
37 2025-07-03      WR     3292.5  ...       0.010782  wr2510   wr
38 2025-07-03      HC    3233.33  ...      -0.012473  hc2510   hc
39 2025-07-03      FU     5450.0  ...      -0.452844  fu2509   fu
40 2025-07-03      BU    3683.33  ...      -0.028053  bu2509   bu
41 2025-07-03      RU   13858.33  ...       0.014191  ru2509   ru
42 2025-07-03      SP     5950.0  ...       -0.14521  sp2509   sp
43 2025-07-03      SS    12825.0  ...      -0.011306  ss2508   ss
44 2025-07-03      BR    11730.0  ...      -0.039216  br2508   br
45 2025-07-03      SI     8890.0  ...      -0.096175  SI2509   si
46 2025-07-03      LC   61966.67  ...        0.02894  LC2509   lc

[47 rows x 15 columns]
2025-07-08 16:25:43,643 - future_1d - INFO - save future_spot 2025-07-03 completed
2025-07-08 16:25:47,324 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-04, end_day=2025-07-04) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-04       C    2367.14  ...      -0.003861   c2509    c
1  2025-07-04       A     4295.0  ...      -0.037718   a2509    a
2  2025-07-04       M     2928.0  ...       0.011612   m2509    m
3  2025-07-04       Y     8214.0  ...      -0.029949   y2509    y
4  2025-07-04       P     8710.0  ...      -0.025029   p2509    p
5  2025-07-04      JD     2790.0  ...        0.32509  jd2509   jd
6  2025-07-04       L     7445.0  ...      -0.018402   l2509    l
7  2025-07-04       V     4678.0  ...       0.051518   v2509    v
8  2025-07-04      PP    7406.67  ...       -0.04262  pp2509   pp
9  2025-07-04      JM    1236.25  ...      -0.312437  jm2509   jm
10 2025-07-04       I     741.78  ...      -0.007792   i2509    i
11 2025-07-04      EG     4405.0  ...      -0.025426  eg2509   eg
12 2025-07-04      EB     7904.0  ...      -0.069205  eb2508   eb
13 2025-07-04      PG     4972.5  ...      -0.152338  pg2508   pg
14 2025-07-04      LH    15020.0  ...      -0.045273  lh2509   lh
15 2025-07-04      CF   15198.33  ...      -0.092663   CF509   CF
16 2025-07-04      SR    6053.33  ...      -0.043502   SR509   SR
17 2025-07-04      TA    5031.25  ...      -0.058286   TA509   TA
18 2025-07-04      FG     1122.4  ...      -0.081433   FG509   FG
19 2025-07-04      RM     2535.0  ...       0.028402   RM509   RM
20 2025-07-04      SF    5152.86  ...       0.048738   SF509   SF
21 2025-07-04      SM     5576.0  ...       0.020445   SM509   SM
22 2025-07-04      CY    23200.0  ...      -0.136638   CY509   CY
23 2025-07-04      UR     1829.0  ...      -0.041006   UR509   UR
24 2025-07-04      SA     1252.5  ...      -0.054691   SA509   SA
25 2025-07-04      PF    6739.58  ...      -0.028129   PF508   PF
26 2025-07-04      PX     7250.0  ...      -0.072276   PX509   PX
27 2025-07-04      SH      827.0  ...       1.882709   SH509   SH
28 2025-07-04      CU   80533.33  ...      -0.004512  cu2508   cu
29 2025-07-04      AL    20780.0  ...      -0.006737  al2508   al
30 2025-07-04      ZN    22394.0  ...      -0.001965  zn2508   zn
31 2025-07-04      PB    17112.5  ...       0.009204  pb2508   pb
32 2025-07-04      NI  123783.33  ...      -0.010529  ni2508   ni
33 2025-07-04      SN   267600.0  ...       0.005157  sn2508   sn
34 2025-07-04      AU     771.61  ...       0.005067  au2510   au
35 2025-07-04      AG     8902.0  ...       0.004718  ag2510   ag
36 2025-07-04      RB     3113.0  ...      -0.009958  rb2510   rb
37 2025-07-04      WR     3312.5  ...       0.009208  wr2510   wr
38 2025-07-04      HC    3273.33  ...      -0.019042  hc2510   hc
39 2025-07-04      FU     5425.0  ...      -0.451244  fu2509   fu
40 2025-07-04      BU    3713.33  ...      -0.033751  bu2509   bu
41 2025-07-04      RU   13958.33  ...       0.008358  ru2509   ru
42 2025-07-04      SP     5950.0  ...      -0.146218  sp2509   sp
43 2025-07-04      SS    12887.5  ...      -0.009893  ss2508   ss
44 2025-07-04      BR    11730.0  ...      -0.046462  br2509   br
45 2025-07-04      SI     8890.0  ...      -0.101237  SI2509   si
46 2025-07-04      LC   62033.33  ...       0.026223  LC2509   lc

[47 rows x 15 columns]
2025-07-08 16:25:47,481 - future_1d - INFO - save future_spot 2025-07-04 completed
2025-07-08 16:25:52,676 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-07, end_day=2025-07-07) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-07       C    2364.29  ...      -0.011543   c2509    c
1  2025-07-07       A     4295.0  ...      -0.047497   a2509    a
2  2025-07-07       M     2898.0  ...       0.017253   m2509    m
3  2025-07-07       Y     8154.0  ...      -0.031641   y2509    y
4  2025-07-07       P     8668.0  ...      -0.025611   p2509    p
5  2025-07-07      JD     2775.0  ...       0.300541  jd2509   jd
6  2025-07-07       L    7433.33  ...      -0.024663   l2509    l
7  2025-07-07       V     4651.0  ...       0.051602   v2509    v
8  2025-07-07      PP     7390.0  ...       -0.04479  pp2509   pp
9  2025-07-07      JM    1236.25  ...      -0.323357  jm2509   jm
10 2025-07-07       I     737.33  ...      -0.007229   i2509    i
11 2025-07-07      EG     4405.0  ...      -0.027923  eg2509   eg
12 2025-07-07      EB     7914.0  ...      -0.070761  eb2508   eb
13 2025-07-07      PG     4935.0  ...      -0.153191  pg2508   pg
14 2025-07-07      LH    15000.0  ...      -0.049667  lh2509   lh
15 2025-07-07      CF   15202.17  ...      -0.092564   CF509   CF
16 2025-07-07      SR    6043.33  ...      -0.047214   SR509   SR
17 2025-07-07      TA     4977.5  ...      -0.054947   TA509   TA
18 2025-07-07      FG     1122.4  ...      -0.086778   FG509   FG
19 2025-07-07      RM     2525.0  ...       0.029703   RM509   RM
20 2025-07-07      SF    5138.57  ...       0.045816   SF509   SF
21 2025-07-07      SM     5556.0  ...       0.016559   SM509   SM
22 2025-07-07      CY    23200.0  ...      -0.137069   CY509   CY
23 2025-07-07      UR     1831.0  ...      -0.046423   UR509   UR
24 2025-07-07      SA     1252.5  ...       -0.06507   SA509   SA
25 2025-07-07      PF    6712.92  ...      -0.027249   PF508   PF
26 2025-07-07      PX     7250.0  ...      -0.079448   PX509   PX
27 2025-07-07      SH      831.0  ...        1.88207   SH509   SH
28 2025-07-07      CU   79921.67  ...      -0.005151  cu2508   cu
29 2025-07-07      AL    20780.0  ...      -0.013474  al2508   al
30 2025-07-07      ZN    22242.0  ...      -0.002563  zn2508   zn
31 2025-07-07      PB    17050.0  ...       0.009384  pb2508   pb
32 2025-07-07      NI  122383.33  ...      -0.009832  ni2508   ni
33 2025-07-07      SN   266850.0  ...      -0.004384  sn2508   sn
34 2025-07-07      AU     767.46  ...       0.007114  au2510   au
35 2025-07-07      AG     8907.0  ...       0.002919  ag2510   ag
36 2025-07-07      RB     3104.0  ...       -0.01192  rb2510   rb
37 2025-07-07      WR     3302.5  ...       0.000757  wr2510   wr
38 2025-07-07      HC    3276.67  ...      -0.025535  hc2510   hc
39 2025-07-07      FU     5425.0  ...      -0.458065  fu2509   fu
40 2025-07-07      BU     3690.0  ...      -0.034688  bu2509   bu
41 2025-07-07      RU   13878.33  ...       0.004083  ru2509   ru
42 2025-07-07      SP     5950.0  ...      -0.146218  sp2509   sp
43 2025-07-07      SS    12887.5  ...      -0.017653  ss2508   ss
44 2025-07-07      BR    11690.0  ...      -0.062019  br2509   br
45 2025-07-07      SI     8910.0  ...      -0.103255  SI2509   si
46 2025-07-07      LC    62100.0  ...       0.021578  LC2509   lc

[47 rows x 15 columns]
2025-07-08 16:25:52,851 - future_1d - INFO - save future_spot 2025-07-07 add
2025-07-08 16:25:52,855 - future_1d - INFO -                                                  23
date                                     2025-07-07
variety                                          UR
spot_price                                   1831.0
near_contract                                 UR507
near_contract_price                          1734.0
dominant_contract                             UR509
dominant_contract_price                      1746.0
near_month                                     2507
dominant_month                                 2509
near_basis                                    -97.0
dom_basis                                     -85.0
near_basis_rate                              -0.053
dom_basis_rate                              -0.0464
symbol                                        UR509
comd                                             UR
created_at               2025-07-08 16:25:52.816519
updated_at               2025-07-08 16:25:52.816961
2025-07-08 16:26:01,054 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-08, end_day=2025-07-08) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-08       C     2360.0  ...      -0.016949   c2509    c
1  2025-07-08       A     4295.0  ...       -0.04773   a2509    a
2  2025-07-08       M     2880.0  ...       0.020139   m2509    m
3  2025-07-08       Y     8194.0  ...      -0.034904   y2509    y
4  2025-07-08       P     8668.0  ...      -0.013152   p2509    p
5  2025-07-08      JD     2750.0  ...       0.300727  jd2509   jd
6  2025-07-08       L    7416.67  ...      -0.022472   l2509    l
7  2025-07-08       V     4648.0  ...       0.051205   v2509    v
8  2025-07-08      PP    7376.67  ...      -0.043742  pp2509   pp
9  2025-07-08      JM    1236.25  ...       -0.32093  jm2509   jm
10 2025-07-08       I     734.67  ...      -0.004315   i2509    i
11 2025-07-08      EG     4400.0  ...      -0.028864  eg2509   eg
12 2025-07-08      EB     7914.0  ...      -0.073288  eb2508   eb
13 2025-07-08      PG     4885.0  ...      -0.143501  pg2508   pg
14 2025-07-08      LH    14980.0  ...      -0.047397  lh2509   lh
15 2025-07-08      CF   15202.17  ...      -0.094866   CF509   CF
16 2025-07-08      SR     6040.0  ...      -0.049007   SR509   SR
17 2025-07-08      TA    4930.84  ...      -0.044788   TA509   TA
18 2025-07-08      FG     1122.4  ...      -0.087669   FG509   FG
19 2025-07-08      RM     2505.0  ...       0.030339   RM509   RM
20 2025-07-08      SF    5138.57  ...       0.041535   SF509   SF
21 2025-07-08      SM     5536.0  ...        0.01987   SM509   SM
22 2025-07-08      CY    23200.0  ...      -0.140086   CY509   CY
23 2025-07-08      UR     1831.0  ...      -0.041507   UR509   UR
24 2025-07-08      SA     1252.5  ...      -0.060279   SA509   SA
25 2025-07-08      PF    6704.58  ...      -0.045727   PF509   PF
26 2025-07-08      PX     7250.0  ...      -0.076414   PX509   PX
27 2025-07-08      SH      831.0  ...       1.909747   SH509   SH
28 2025-07-08      CU   79826.67  ...      -0.004343  cu2508   cu
29 2025-07-08      AL   20653.33  ...      -0.007666  al2508   al
30 2025-07-08      ZN    22056.0  ...      -0.002312  zn2508   zn
31 2025-07-08      PB    16987.5  ...       0.007506  pb2508   pb
32 2025-07-08      NI  122383.33  ...      -0.014653  ni2508   ni
33 2025-07-08      SN   265387.5  ...      -0.004324  sn2508   sn
34 2025-07-08      AU     767.46  ...       0.009225  au2510   au
35 2025-07-08      AG     8912.0  ...       0.000561  ag2510   ag
36 2025-07-08      RB     3106.5  ...      -0.014647  rb2510   rb
37 2025-07-08      WR     3302.5  ...        0.00106  wr2510   wr
38 2025-07-08      HC    3276.67  ...      -0.027366  hc2510   hc
39 2025-07-08      FU     5425.0  ...      -0.453088  fu2509   fu
40 2025-07-08      BU     3690.0  ...      -0.026558  bu2509   bu
41 2025-07-08      RU   13858.33  ...       0.009501  ru2509   ru
42 2025-07-08      SP    5916.67  ...      -0.142761  sp2509   sp
43 2025-07-08      SS    12887.5  ...      -0.012609  ss2508   ss
44 2025-07-08      BR    11690.0  ...      -0.047904  br2509   br
45 2025-07-08      SI     8910.0  ...      -0.080247  SI2509   si
46 2025-07-08      LC    62600.0  ...       0.027157  LC2509   lc

[47 rows x 15 columns]
2025-07-08 16:26:01,224 - future_1d - INFO - save future_spot 2025-07-08 add
2025-07-08 16:26:01,232 - future_1d - INFO -                                                   0  ...                           4
date                                     2025-07-08  ...                  2025-07-08
variety                                           C  ...                           P
spot_price                                   2360.0  ...                      8668.0
near_contract                                 c2507  ...                       p2507
near_contract_price                          2316.0  ...                      8468.0
dominant_contract                             c2509  ...                       p2509
dominant_contract_price                      2320.0  ...                      8554.0
near_month                                     2507  ...                        2507
dominant_month                                 2509  ...                        2509
near_basis                                    -44.0  ...                      -200.0
dom_basis                                     -40.0  ...                      -114.0
near_basis_rate                             -0.0186  ...                     -0.0231
dom_basis_rate                              -0.0169  ...                     -0.0132
symbol                                        c2509  ...                       p2509
comd                                              c  ...                           p
created_at               2025-07-08 16:26:01.185553  ...  2025-07-08 16:26:01.185553
updated_at               2025-07-08 16:26:01.185955  ...  2025-07-08 16:26:01.185955

[17 rows x 5 columns]
=========================================================================
2025-07-08 18:25:42 Tue	START TASK.01	future_1d  future_spot
=========================================================================
2025-07-08 18:25:44,095 - future_1d - INFO - future_spot check=True check_last=5 start...
2025-07-08 18:25:44,501 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-02, end_day=2025-07-02) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-02       C    2367.14  ...       0.000786   c2509    c
1  2025-07-02       A     4295.0  ...      -0.036787   a2509    a
2  2025-07-02       M     2922.0  ...       0.008556   m2509    m
3  2025-07-02       Y     8284.0  ...      -0.036456   y2509    y
4  2025-07-02       P     8638.0  ...      -0.030331   p2509    p
5  2025-07-02      JD     2790.0  ...       0.276344  jd2508   jd
6  2025-07-02       L    7466.67  ...      -0.027277   l2509    l
7  2025-07-02       V     4654.0  ...       0.047916   v2509    v
8  2025-07-02      PP     7325.0  ...      -0.036451  pp2509   pp
9  2025-07-02      JM    1226.25  ...      -0.327217  jm2509   jm
10 2025-07-02       I     720.22  ...      -0.006554   i2509    i
11 2025-07-02      EG     4400.0  ...      -0.025227  eg2509   eg
12 2025-07-02      EB     8036.0  ...       -0.09781  eb2508   eb
13 2025-07-02      PG     4947.5  ...      -0.150682  pg2508   pg
14 2025-07-02      LH    14750.0  ...      -0.037966  lh2509   lh
15 2025-07-02      CF   15160.33  ...      -0.090719   CF509   CF
16 2025-07-02      SR     6050.0  ...      -0.052066   SR509   SR
17 2025-07-02      TA    5031.25  ...      -0.050335   TA509   TA
18 2025-07-02      FG     1108.0  ...      -0.076715   FG509   FG
19 2025-07-02      RM    2506.67  ...       0.028057   RM509   RM
20 2025-07-02      SF    5122.86  ...       0.047852   SF509   SF
21 2025-07-02      SM     5544.0  ...       0.027056   SM509   SM
22 2025-07-02      CY    23200.0  ...      -0.135129   CY509   CY
23 2025-07-02      UR     1825.0  ...      -0.052055   UR509   UR
24 2025-07-02      SA     1252.5  ...      -0.053892   SA509   SA
25 2025-07-02      PF    6744.17  ...      -0.021674   PF508   PF
26 2025-07-02      PX     7250.0  ...      -0.067586   PX509   PX
27 2025-07-02      SH      827.0  ...       1.870617   SH509   SH
28 2025-07-02      CU   80983.33  ...      -0.004486  cu2508   cu
29 2025-07-02      AL   20786.67  ...      -0.005853  al2508   al
30 2025-07-02      ZN    22270.0  ...       -0.00247  zn2508   zn
31 2025-07-02      PB    17010.0  ...       0.008818  pb2508   pb
32 2025-07-02      NI  122383.33  ...      -0.012774  ni2508   ni
33 2025-07-02      SN   268537.5  ...       0.002839  sn2508   sn
34 2025-07-02      AU     768.73  ...       0.011565  au2510   au
35 2025-07-02      AG    8698.67  ...       0.009695  ag2508   ag
36 2025-07-02      RB     3087.5  ...      -0.017976  rb2510   rb
37 2025-07-02      WR     3292.5  ...       0.010782  wr2510   wr
38 2025-07-02      HC    3216.67  ...      -0.016996  hc2510   hc
39 2025-07-02      FU     5425.0  ...      -0.455115  fu2509   fu
40 2025-07-02      BU     3670.0  ...      -0.024796  bu2509   bu
41 2025-07-02      RU   13983.33  ...       0.007628  ru2509   ru
42 2025-07-02      SP     5950.0  ...      -0.151597  sp2509   sp
43 2025-07-02      SS    12825.0  ...      -0.014425  ss2508   ss
44 2025-07-02      BR    11820.0  ...      -0.049915  br2508   br
45 2025-07-02      SI     8850.0  ...      -0.086441  SI2509   si
46 2025-07-02      LC   61966.67  ...       0.024744  LC2509   lc

[47 rows x 15 columns]
2025-07-08 18:25:44,672 - future_1d - INFO - save future_spot 2025-07-02 completed
2025-07-08 18:25:53,608 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-03, end_day=2025-07-03) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-03       C    2367.14  ...      -0.001326   c2509    c
1  2025-07-03       A     4295.0  ...      -0.034226   a2509    a
2  2025-07-03       M     2930.0  ...       0.010239   m2509    m
3  2025-07-03       Y     8264.0  ...      -0.029526   y2509    y
4  2025-07-03       P     8744.0  ...      -0.030421   p2509    p
5  2025-07-03      JD     2790.0  ...       0.275269  jd2508   jd
6  2025-07-03       L    7441.67  ...      -0.019978   l2509    l
7  2025-07-03       V     4693.0  ...         0.0456   v2509    v
8  2025-07-03      PP    7406.67  ...      -0.043565  pp2509   pp
9  2025-07-03      JM    1236.25  ...       -0.31365  jm2509   jm
10 2025-07-03       I     730.67  ...      -0.003654   i2509    i
11 2025-07-03      EG     4400.0  ...      -0.023864  eg2509   eg
12 2025-07-03      EB     7904.0  ...      -0.077935  eb2508   eb
13 2025-07-03      PG     4947.5  ...      -0.147246  pg2508   pg
14 2025-07-03      LH    14920.0  ...       -0.04055  lh2509   lh
15 2025-07-03      CF   15199.83  ...      -0.092753   CF509   CF
16 2025-07-03      SR     6050.0  ...      -0.047438   SR509   SR
17 2025-07-03      TA    5031.25  ...      -0.053516   TA509   TA
18 2025-07-03      FG     1116.0  ...      -0.066308   FG509   FG
19 2025-07-03      RM     2530.0  ...       0.028063   RM509   RM
20 2025-07-03      SF    5122.86  ...       0.054099   SF509   SF
21 2025-07-03      SM     5576.0  ...       0.023314   SM509   SM
22 2025-07-03      CY    23200.0  ...      -0.135345   CY509   CY
23 2025-07-03      UR     1829.0  ...      -0.052488   UR509   UR
24 2025-07-03      SA     1252.5  ...      -0.051497   SA509   SA
25 2025-07-03      PF    6748.54  ...        -0.0229   PF508   PF
26 2025-07-03      PX     7250.0  ...      -0.069241   PX509   PX
27 2025-07-03      SH      827.0  ...        1.88029   SH509   SH
28 2025-07-03      CU   81021.67  ...       -0.00323  cu2508   cu
29 2025-07-03      AL    20870.0  ...      -0.008864  al2508   al
30 2025-07-03      ZN    22400.0  ...      -0.002902  zn2508   zn
31 2025-07-03      PB    17100.0  ...       0.009357  pb2508   pb
32 2025-07-03      NI  122933.33  ...      -0.011741  ni2508   ni
33 2025-07-03      SN   268700.0  ...       0.001154  sn2508   sn
34 2025-07-03      AU     775.32  ...       0.004463  au2510   au
35 2025-07-03      AG    8818.33  ...       0.008468  ag2510   ag
36 2025-07-03      RB     3104.0  ...      -0.012564  rb2510   rb
37 2025-07-03      WR     3292.5  ...       0.010782  wr2510   wr
38 2025-07-03      HC    3233.33  ...      -0.012473  hc2510   hc
39 2025-07-03      FU     5450.0  ...      -0.452844  fu2509   fu
40 2025-07-03      BU    3683.33  ...      -0.028053  bu2509   bu
41 2025-07-03      RU   13858.33  ...       0.014191  ru2509   ru
42 2025-07-03      SP     5950.0  ...       -0.14521  sp2509   sp
43 2025-07-03      SS    12825.0  ...      -0.011306  ss2508   ss
44 2025-07-03      BR    11730.0  ...      -0.039216  br2508   br
45 2025-07-03      SI     8890.0  ...      -0.096175  SI2509   si
46 2025-07-03      LC   61966.67  ...        0.02894  LC2509   lc

[47 rows x 15 columns]
2025-07-08 18:25:53,765 - future_1d - INFO - save future_spot 2025-07-03 completed
2025-07-08 18:25:58,968 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-04, end_day=2025-07-04) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-04       C    2367.14  ...      -0.003861   c2509    c
1  2025-07-04       A     4295.0  ...      -0.037718   a2509    a
2  2025-07-04       M     2928.0  ...       0.011612   m2509    m
3  2025-07-04       Y     8214.0  ...      -0.029949   y2509    y
4  2025-07-04       P     8710.0  ...      -0.025029   p2509    p
5  2025-07-04      JD     2790.0  ...        0.32509  jd2509   jd
6  2025-07-04       L     7445.0  ...      -0.018402   l2509    l
7  2025-07-04       V     4678.0  ...       0.051518   v2509    v
8  2025-07-04      PP    7406.67  ...       -0.04262  pp2509   pp
9  2025-07-04      JM    1236.25  ...      -0.312437  jm2509   jm
10 2025-07-04       I     741.78  ...      -0.007792   i2509    i
11 2025-07-04      EG     4405.0  ...      -0.025426  eg2509   eg
12 2025-07-04      EB     7904.0  ...      -0.069205  eb2508   eb
13 2025-07-04      PG     4972.5  ...      -0.152338  pg2508   pg
14 2025-07-04      LH    15020.0  ...      -0.045273  lh2509   lh
15 2025-07-04      CF   15198.33  ...      -0.092663   CF509   CF
16 2025-07-04      SR    6053.33  ...      -0.043502   SR509   SR
17 2025-07-04      TA    5031.25  ...      -0.058286   TA509   TA
18 2025-07-04      FG     1122.4  ...      -0.081433   FG509   FG
19 2025-07-04      RM     2535.0  ...       0.028402   RM509   RM
20 2025-07-04      SF    5152.86  ...       0.048738   SF509   SF
21 2025-07-04      SM     5576.0  ...       0.020445   SM509   SM
22 2025-07-04      CY    23200.0  ...      -0.136638   CY509   CY
23 2025-07-04      UR     1829.0  ...      -0.041006   UR509   UR
24 2025-07-04      SA     1252.5  ...      -0.054691   SA509   SA
25 2025-07-04      PF    6739.58  ...      -0.028129   PF508   PF
26 2025-07-04      PX     7250.0  ...      -0.072276   PX509   PX
27 2025-07-04      SH      827.0  ...       1.882709   SH509   SH
28 2025-07-04      CU   80533.33  ...      -0.004512  cu2508   cu
29 2025-07-04      AL    20780.0  ...      -0.006737  al2508   al
30 2025-07-04      ZN    22394.0  ...      -0.001965  zn2508   zn
31 2025-07-04      PB    17112.5  ...       0.009204  pb2508   pb
32 2025-07-04      NI  123783.33  ...      -0.010529  ni2508   ni
33 2025-07-04      SN   267600.0  ...       0.005157  sn2508   sn
34 2025-07-04      AU     771.61  ...       0.005067  au2510   au
35 2025-07-04      AG     8902.0  ...       0.004718  ag2510   ag
36 2025-07-04      RB     3113.0  ...      -0.009958  rb2510   rb
37 2025-07-04      WR     3312.5  ...       0.009208  wr2510   wr
38 2025-07-04      HC    3273.33  ...      -0.019042  hc2510   hc
39 2025-07-04      FU     5425.0  ...      -0.451244  fu2509   fu
40 2025-07-04      BU    3713.33  ...      -0.033751  bu2509   bu
41 2025-07-04      RU   13958.33  ...       0.008358  ru2509   ru
42 2025-07-04      SP     5950.0  ...      -0.146218  sp2509   sp
43 2025-07-04      SS    12887.5  ...      -0.009893  ss2508   ss
44 2025-07-04      BR    11730.0  ...      -0.046462  br2509   br
45 2025-07-04      SI     8890.0  ...      -0.101237  SI2509   si
46 2025-07-04      LC   62033.33  ...       0.026223  LC2509   lc

[47 rows x 15 columns]
2025-07-08 18:25:59,121 - future_1d - INFO - save future_spot 2025-07-04 completed
2025-07-08 18:26:08,267 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-07, end_day=2025-07-07) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-07       C    2364.29  ...      -0.011543   c2509    c
1  2025-07-07       A     4295.0  ...      -0.047497   a2509    a
2  2025-07-07       M     2898.0  ...       0.017253   m2509    m
3  2025-07-07       Y     8154.0  ...      -0.031641   y2509    y
4  2025-07-07       P     8668.0  ...      -0.025611   p2509    p
5  2025-07-07      JD     2775.0  ...       0.300541  jd2509   jd
6  2025-07-07       L    7433.33  ...      -0.024663   l2509    l
7  2025-07-07       V     4651.0  ...       0.051602   v2509    v
8  2025-07-07      PP     7390.0  ...       -0.04479  pp2509   pp
9  2025-07-07      JM    1236.25  ...      -0.323357  jm2509   jm
10 2025-07-07       I     737.33  ...      -0.007229   i2509    i
11 2025-07-07      EG     4405.0  ...      -0.027923  eg2509   eg
12 2025-07-07      EB     7914.0  ...      -0.070761  eb2508   eb
13 2025-07-07      PG     4935.0  ...      -0.153191  pg2508   pg
14 2025-07-07      LH    15000.0  ...      -0.049667  lh2509   lh
15 2025-07-07      CF   15202.17  ...      -0.092564   CF509   CF
16 2025-07-07      SR    6043.33  ...      -0.047214   SR509   SR
17 2025-07-07      TA     4977.5  ...      -0.054947   TA509   TA
18 2025-07-07      FG     1122.4  ...      -0.086778   FG509   FG
19 2025-07-07      RM     2525.0  ...       0.029703   RM509   RM
20 2025-07-07      SF    5138.57  ...       0.045816   SF509   SF
21 2025-07-07      SM     5556.0  ...       0.016559   SM509   SM
22 2025-07-07      CY    23200.0  ...      -0.137069   CY509   CY
23 2025-07-07      UR     1831.0  ...      -0.046423   UR509   UR
24 2025-07-07      SA     1252.5  ...       -0.06507   SA509   SA
25 2025-07-07      PF    6712.92  ...      -0.027249   PF508   PF
26 2025-07-07      PX     7250.0  ...      -0.079448   PX509   PX
27 2025-07-07      SH      831.0  ...        1.88207   SH509   SH
28 2025-07-07      CU   79921.67  ...      -0.005151  cu2508   cu
29 2025-07-07      AL    20780.0  ...      -0.013474  al2508   al
30 2025-07-07      ZN    22242.0  ...      -0.002563  zn2508   zn
31 2025-07-07      PB    17050.0  ...       0.009384  pb2508   pb
32 2025-07-07      NI  122383.33  ...      -0.009832  ni2508   ni
33 2025-07-07      SN   266850.0  ...      -0.004384  sn2508   sn
34 2025-07-07      AU     767.46  ...       0.007114  au2510   au
35 2025-07-07      AG     8907.0  ...       0.002919  ag2510   ag
36 2025-07-07      RB     3104.0  ...       -0.01192  rb2510   rb
37 2025-07-07      WR     3302.5  ...       0.000757  wr2510   wr
38 2025-07-07      HC    3276.67  ...      -0.025535  hc2510   hc
39 2025-07-07      FU     5425.0  ...      -0.458065  fu2509   fu
40 2025-07-07      BU     3690.0  ...      -0.034688  bu2509   bu
41 2025-07-07      RU   13878.33  ...       0.004083  ru2509   ru
42 2025-07-07      SP     5950.0  ...      -0.146218  sp2509   sp
43 2025-07-07      SS    12887.5  ...      -0.017653  ss2508   ss
44 2025-07-07      BR    11690.0  ...      -0.062019  br2509   br
45 2025-07-07      SI     8910.0  ...      -0.103255  SI2509   si
46 2025-07-07      LC    62100.0  ...       0.021578  LC2509   lc

[47 rows x 15 columns]
2025-07-08 18:26:08,426 - future_1d - INFO - save future_spot 2025-07-07 completed
2025-07-08 18:26:14,283 - future_1d - INFO - futures_spot_price_daily(start_day=2025-07-08, end_day=2025-07-08) done
         date variety spot_price  ... dom_basis_rate  symbol comd
0  2025-07-08       C     2360.0  ...      -0.016949   c2509    c
1  2025-07-08       A     4295.0  ...       -0.04773   a2509    a
2  2025-07-08       M     2880.0  ...       0.020139   m2509    m
3  2025-07-08       Y     8194.0  ...      -0.034904   y2509    y
4  2025-07-08       P     8828.0  ...      -0.031038   p2509    p
5  2025-07-08      JD     2750.0  ...       0.300727  jd2509   jd
6  2025-07-08       L    7416.67  ...      -0.022472   l2509    l
7  2025-07-08       V     4648.0  ...       0.051205   v2509    v
8  2025-07-08      PP    7376.67  ...      -0.043742  pp2509   pp
9  2025-07-08      JM    1236.25  ...       -0.32093  jm2509   jm
10 2025-07-08       I     734.67  ...      -0.004315   i2509    i
11 2025-07-08      EG     4395.0  ...      -0.027759  eg2509   eg
12 2025-07-08      EB     7914.0  ...      -0.073288  eb2508   eb
13 2025-07-08      PG     4885.0  ...      -0.143501  pg2508   pg
14 2025-07-08      LH    14980.0  ...      -0.047397  lh2509   lh
15 2025-07-08      CF   15202.17  ...      -0.094866   CF509   CF
16 2025-07-08      SR     6040.0  ...      -0.049007   SR509   SR
17 2025-07-08      TA    4930.84  ...      -0.044788   TA509   TA
18 2025-07-08      FG     1122.4  ...      -0.087669   FG509   FG
19 2025-07-08      RM     2505.0  ...       0.030339   RM509   RM
20 2025-07-08      SF    5138.57  ...       0.041535   SF509   SF
21 2025-07-08      SM     5536.0  ...        0.01987   SM509   SM
22 2025-07-08      CY    23200.0  ...      -0.140086   CY509   CY
23 2025-07-08      UR     1831.0  ...      -0.041507   UR509   UR
24 2025-07-08      SA     1252.5  ...      -0.060279   SA509   SA
25 2025-07-08      PF    6704.58  ...      -0.045727   PF509   PF
26 2025-07-08      PX     7250.0  ...      -0.076414   PX509   PX
27 2025-07-08      SH      831.0  ...       1.909747   SH509   SH
28 2025-07-08      CU   79826.67  ...      -0.004343  cu2508   cu
29 2025-07-08      AL   20613.33  ...       -0.00574  al2508   al
30 2025-07-08      ZN    22010.0  ...      -0.000227  zn2508   zn
31 2025-07-08      PB   16968.75  ...       0.008619  pb2508   pb
32 2025-07-08      NI   121450.0  ...      -0.007081  ni2508   ni
33 2025-07-08      SN   264862.5  ...       -0.00235  sn2508   sn
34 2025-07-08      AU     772.12  ...       0.003134  au2510   au
35 2025-07-08      AG    8896.67  ...       0.002285  ag2510   ag
36 2025-07-08      RB     3106.5  ...      -0.014647  rb2510   rb
37 2025-07-08      WR     3302.5  ...        0.00106  wr2510   wr
38 2025-07-08      HC    3276.67  ...      -0.027366  hc2510   hc
39 2025-07-08      FU     5425.0  ...      -0.453088  fu2509   fu
40 2025-07-08      BU     3690.0  ...      -0.026558  bu2509   bu
41 2025-07-08      RU   13858.33  ...       0.009501  ru2509   ru
42 2025-07-08      SP    5916.67  ...      -0.142761  sp2509   sp
43 2025-07-08      SS    12887.5  ...      -0.012609  ss2508   ss
44 2025-07-08      BR    11690.0  ...      -0.047904  br2509   br
45 2025-07-08      SI     8910.0  ...      -0.080247  SI2509   si
46 2025-07-08      LC    62600.0  ...       0.027157  LC2509   lc

[47 rows x 15 columns]
2025-07-08 18:26:14,455 - future_1d - INFO - save future_spot 2025-07-08 add
2025-07-08 18:26:14,462 - future_1d - INFO -                                                  4   ...                          31
date                                     2025-07-08  ...                  2025-07-08
variety                                           P  ...                          PB
spot_price                                   8828.0  ...                    16968.75
near_contract                                 p2507  ...                      pb2507
near_contract_price                          8468.0  ...                     17065.0
dominant_contract                             p2509  ...                      pb2508
dominant_contract_price                      8554.0  ...                     17115.0
near_month                                     2507  ...                        2507
dominant_month                                 2509  ...                        2508
near_basis                                   -360.0  ...                       96.25
dom_basis                                    -274.0  ...                      146.25
near_basis_rate                             -0.0408  ...                      0.0057
dom_basis_rate                               -0.031  ...                      0.0086
symbol                                        p2509  ...                      pb2508
comd                                              p  ...                          pb
created_at               2025-07-08 18:26:14.420121  ...  2025-07-08 18:26:14.420121
updated_at               2025-07-08 18:26:14.420487  ...  2025-07-08 18:26:14.420487

[17 rows x 5 columns]