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The Applied SQL Data Analytics Workshop

You're reading from   The Applied SQL Data Analytics Workshop Develop your practical skills and prepare to become a professional data analyst

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Product type Paperback
Published in Feb 2020
Publisher Packt
ISBN-13 9781800203679
Length 484 pages
Edition 2nd Edition
Languages
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Authors (3):
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Upom Malik Upom Malik
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Upom Malik
Benjamin Johnston Benjamin Johnston
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Benjamin Johnston
Matt Goldwasser Matt Goldwasser
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Matt Goldwasser
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Toc

The COPY Command

At this point, you are probably familiar with the SELECT statement (covered in Chapter 1, Introduction to SQL for Analytics), which allows us to retrieve data from our database. While this command is useful for small datasets that can be scanned quickly, we will often want to save a large dataset to a file. By saving these datasets to files, we can further process or analyze the data locally using Excel, Python, or R. In order to retrieve these large datasets, we can use the Postgres COPY command, which efficiently transfers data from a database to a file, or from a file to a database.

The COPY statement retrieves data from your database and dumps it into the file format that you choose. For example, consider the following statement:

COPY (SELECT * FROM customers LIMIT 5) TO STDOUT WITH CSV HEADER;

The following is the output of the code:

Figure 4.1: Using COPY to print the results to STDOUT in a CSV file format

This statement returns...

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