Create date column based on range

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I have a column of dates.

   colA      
1  12 may
2  3 sep
3  4 aug

How could I create date_col? The dates must be between 01/04/2021 and 31/03/2022

   colA        date_col
1  12 may     12/05/2021
2  3 sep      03/09/2021
3  4 mar      04/03/2022
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