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I want to export the selected records into the text file.

Using:

\COPY (SELECT * FROM Table_Name) TO '/root/Exported_Data.txt'

Note: The above script just giving me same records, BUT NOT appending any duplicate or non duplicate records.

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Following link might help in appending data to a file using copy command:
https://dba.stackexchange.com/questions/149745/copy-command-in-postgresql-to-append-data/149774#149774

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