Takes too long to fetch the data from database

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Hello,
 
I have difficulty in fetching the records from the database.
Database table contains more than 1 GB data.
For fetching the records it is taking more the 1 hour and that's why it is slowing down the performance.
please provide some help regarding improving the performance and how do I run query so that records will be fetched in a less time.

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