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SQLITE REQUIREMENTS
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PHP's PDO SQLite driver must be enabled. If you do not have pdo_sqlite
available, depending on your system there are different ways to install it.
Windows
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Read more about it on http://www.php.net/manual/en/pdo.installation.php
Linux
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sudo apt-get install php-sqlite3

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SQLITE DATABASE CREATION
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The Drupal installer will create the SQLite database for you. The only
requirement is that the installer must have write permissions to the directory
where the database file resides. This directory (not just the database file) also

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has to remain writable by the web server going forward for SQLite to continue to
be able to operate.

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On the "Database configuration" form in the "Database file" field, you must

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supply the exact path to where you wish your database file to reside. It is
strongly suggested that you choose a path that is outside of the webroot, yet

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ensure that the directory is writable by the web server.

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If you must place your database file in your webroot, you could try using the

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following in your "Database file" field:

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sites/default/files/.ht.sqlite
Note: The .ht in the name will tell Apache to prevent the database from being
downloaded. Check that the file is, indeed, protected by your webserver. If not,
consult the documentation of your webserver on how to protect a file from
downloading.