根据日期按组比较值并创建新的数据框,其中值在两列中下降

如何解决根据日期按组比较值并创建新的数据框,其中值在两列中下降

我有一个 df

+-----+------+--------+--------------------+------+----------+---------+--------+-------+
| ID1 | ID2  | DOC_NO |        DATE        | COST | COST_NEW | CLIENT  | STATUS | LEVEL |
+-----+------+--------+--------------------+------+----------+---------+--------+-------+
| ABC | A123 |      1 | 2021-01-01 0:10:00 |   11 |       21 | ABC123  | A      |     1 |
| DEF | B456 |      2 | 2021-01-01 0:10:00 |   12 |       22 | DEF256  | B      |     2 |
| GHI | C789 |      3 | 2021-01-01 0:10:00 |   13 |       23 | GHI389  | C      |     3 |
| JKL | D890 |      4 | 2021-01-01 0:10:00 |   14 |       24 | JKL490  | D      |     4 |
| MNO | E012 |      5 | 2021-01-01 0:10:00 |   15 |       25 | MNO512  | E      |     5 |
| ABC | A123 |      6 | 2021-01-01 0:15:00 |   11 |       21 | ABC623  | A      |     1 |
| DEF | B456 |      7 | 2021-01-01 0:15:00 |   12 |       22 | DEF756  | B      |     3 |
| GHI | C789 |      8 | 2021-01-01 0:15:00 |   13 |       23 | GHI889  | C      |     2 |
| JKL | D890 |      9 | 2021-01-02 0:15:00 |   14 |       24 | JKL990  | D      |     4 |
| MNO | E012 |     10 | 2021-01-03 0:15:00 |   15 |       25 | MNO1012 | E      |     5 |
| ABC | A123 |     11 | 2021-01-03 0:20:00 |   10 |       20 | GHI890  | A      |     6 |
| DEF | B456 |     12 | 2021-01-03 0:20:00 |   11 |       21 | JKL991  | B      |     2 |
| GHI | C789 |     13 | 2021-01-03 0:20:00 |   12 |       22 | MNO1013 | C      |     6 |
| JKL | D890 |     14 | 2021-01-03 0:20:00 |   13 |       23 | GHI891  | D      |     7 |
| MNO | E012 |     15 | 2021-01-03 0:20:00 |   14 |       24 | JKL992  | E      |     4 |
| ABC | A123 |     16 | 2021-01-03 0:20:00 |   12 |       22 | MNO1014 | A      |     2 |
| DEF | B456 |     17 | 2021-01-03 0:20:00 |   13 |       23 | GHI892  | B      |     6 |
| GHI | C789 |     18 | 2021-01-03 0:20:00 |   14 |       24 | JKL993  | C      |     3 |
| JKL | D890 |     19 | 2021-01-03 0:20:00 |   15 |       25 | MNO1015 | D      |     7 |
| MNO | E012 |     20 | 2021-01-03 0:20:00 |   16 |       26 | GHI893  | E      |     2 |
| ABC | A123 |     21 | 2021-01-03 0:25:00 |   11 |       21 | ABC124  | A      |     1 |
| DEF | B456 |     22 | 2021-01-03 0:25:00 |   12 |       22 | DEF257  | B      |     6 |
| GHI | C789 |     23 | 2021-01-03 0:25:00 |   13 |       23 | GHI390  | C      |     5 |
| JKL | D890 |     24 | 2021-01-03 0:25:00 |   14 |       24 | JKL491  | D      |     7 |
| MNO | E012 |     25 | 2021-01-03 0:25:00 |   15 |       25 | MNO513  | E      |     1 |
+-----+------+--------+--------------------+------+----------+---------+--------+-------+

我想将 ID1 和 ID2 分组并按 DOC_NO 和 DATE 排列 df Post that 希望脚本顺序查找 COST 和 COST_NEW 都被删除的实例,并将 COST_REF 和 COST_NEW_REF 设置为前一行中 COST 和 COST_NEW 的最大值(前一行中的 COST 和 COST_NEW 的最大值,但都在同一行中) )。 然后我希望脚本从我们找到 COST_REF 和 COST_NEW_REF 的地方提取 DATE、CLIENT、STATUS 和 LEVEL 的相应值作为 DATE_LAST_REF、CLIENT、STATUS、LEVEL

结果表应如下所示:

+-----+------+--------+--------------------+------+----------+----------+--------------+--------------------+---------+--------+-------+
| ID1 | ID2  | DOC_NO |        DATE        | COST | COST_REF | COST_NEW | COST_NEW_REF |   DATE_LAST_REF    | CLIENT  | STATUS | LEVEL |
+-----+------+--------+--------------------+------+----------+----------+--------------+--------------------+---------+--------+-------+
| ABC | A123 |     11 | 2021-01-03 0:20:00 |   10 |       11 |       20 |           21 | 2021-01-01 0:15:00 | GHI890  | A      |     6 |
| DEF | B456 |     12 | 2021-01-03 0:20:00 |   11 |       12 |       21 |           22 | 2021-01-01 0:15:00 | JKL991  | B      |     2 |
| GHI | C789 |     13 | 2021-01-03 0:20:00 |   12 |       13 |       22 |           23 | 2021-01-01 0:15:00 | MNO1013 | C      |     6 |
| JKL | D890 |     14 | 2021-01-03 0:20:00 |   13 |       14 |       23 |           24 | 2021-01-02 0:15:00 | GHI891  | D      |     7 |
| MNO | E012 |     15 | 2021-01-03 0:20:00 |   14 |       15 |       24 |           25 | 2021-01-03 0:15:00 | JKL992  | E      |     4 |
+-----+------+--------+--------------------+------+----------+----------+--------------+--------------------+---------+--------+-------+

这是我一直从事的工作的扩展:

Comparing a value by group based on date and creating new dataframe where value dropped

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