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Download all recent logs messages into csv file which is stored in database in Drupal 7 admin can filters records and all records and filters records should be export in csv format

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Assuming that you're looking for a module-driven solution to export the content of the 'watchdog' table, you could combine Views, Views Watchdog and Views data export.

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You can now try the Export Logs module (first released after you posted your question).

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