Sql How To Create Index
Summary: in this tutorial, you will learn how to use SQLite indexes to query data faster, speed up sort operation, and enforce unique constraints.
What is an index?
In relational databases, a table is a list of rows. In the same time, each row has the same column structure that consists of cells. Each row also has a consecutive rowid sequence number used to identify the row. Therefore, you can consider a table as a list of pairs: (rowid, row).
Unlike a table, an index has an opposite relationship: (row, rowid). An index is an additional data structure that helps improve the performance of a query.
SQLite uses B-tree for organizing indexes. Note that B stands for balanced, B-tree is a balanced tree, not a binary tree.
The B-tree keeps the amount of data at both sides of the tree balanced so that the number of levels that must be traversed to locate a row is always in the same approximate number. In addition, querying using equality (=) and ranges (>, >=, <,<=) on the B-tree indexes are very efficient.
How does an index work
Each index must be associated with a specific table. An index consists of one or more columns, but all columns of an index must be in the same table. A table may have multiple indexes.
Whenever you create an index, SQLite creates a B-tree structure to hold the index data.
The index contains data from the columns that you specify in the index and the corresponding rowid
value. This helps SQLite quickly locate the row based on the values of the indexed columns.
Imagine an index in the database like an index of a book. By looking at the index, you can quickly identify page numbers based on the keywords.
SQLite CREATE INDEX
statement
To create an index, you use the CREATE INDEX
statement with the following syntax:
Code language: SQL (Structured Query Language) ( sql )
CREATE [UNIQUE] INDEX index_name ON table_name(column_list);
To create an index, you specify three important information:
- The name of the index after the
CREATE INDEX
keywords. - The name of the table to the index belongs.
- A list of columns of the index.
In case you want to make sure that values in one or more columns are unique like email and phone, you use the UNIQUE
option in the CREATE INDEX
statement. The CREATE UNIQUE INDEX
creates a new unique index.
SQLite UNIQUE
index example
Let's create a new table named contacts
for demonstration.
Code language: SQL (Structured Query Language) ( sql )
CREATE TABLE contacts ( first_name text NOT NULL, last_name text NOT NULL, email text NOT NULL );
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Suppose, you want to enforce that the email is unique, you create a unique index as follows:
Code language: SQL (Structured Query Language) ( sql )
CREATE UNIQUE INDEX idx_contacts_email ON contacts (email);
Try It
To test this.
First, insert a row into the contacts
table.
Code language: SQL (Structured Query Language) ( sql )
INSERT INTO contacts (first_name, last_name, email) VALUES('John','Doe','john.doe@sqlitetutorial.net');
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Second, insert another row with a duplicate email.
Code language: SQL (Structured Query Language) ( sql )
INSERT INTO contacts (first_name, last_name, email) VALUES('Johny','Doe','john.doe@sqlitetutorial.net');
Try It
SQLite issued an error message indicating that the unique index has been violated. Because when you inserted the second row, SQLite checked and made sure that the email is unique across of rows in email
of the contacts
table.
Let's insert two more rows into the contacts
table.
Code language: SQL (Structured Query Language) ( sql )
INSERT INTO contacts (first_name, last_name, email) VALUES('David','Brown','david.brown@sqlitetutorial.net'), ('Lisa','Smith','lisa.smith@sqlitetutorial.net');
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If you query data from the contacts
table based on a specific email, SQLite will use the index to locate the data. See the following statement:
Code language: SQL (Structured Query Language) ( sql )
SELECT first_name, last_name, email FROM contacts WHERE email = 'lisa.smith@sqlitetutorial.net';
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To check if SQLite uses the index or not, you use the EXPLAIN QUERY PLAN
statement as follows:
Code language: SQL (Structured Query Language) ( sql )
EXPLAIN QUERY PLAN SELECT first_name, last_name, email FROM contacts WHERE email = 'lisa.smith@sqlitetutorial.net';
Try It
SQLite multicolumn index example
If you create an index that consists of one column, SQLite uses that column as the sort key. In case you create an index that has multiple columns, SQLite uses the additional columns as the second, third, … as the sort keys.
SQLite sorts the data on the multicolumn index by the first column specified in the CREATE INDEX
statement. Then, it sorts the duplicate values by the second column, and so on.
Therefore, the column order is very important when you create a multicolumn index.
To utilize a multicolumn index, the query must contain the condition that has the same column order as defined in the index.
The following statement creates a multicolumn index on the first_name
and last_name
columns of the contacts
table:
Code language: SQL (Structured Query Language) ( sql )
CREATE INDEX idx_contacts_name ON contacts (first_name, last_name);
Try It
If you query the contacts
table with one of the following conditions in the WHERE
clause, SQLite will utilize the multicolumn index to search for data.
1) filter data by the first_name
column.
Code language: SQL (Structured Query Language) ( sql )
WHERE first_name = 'John';
2)filter data by both first_name
and last_name
columns:
Code language: SQL (Structured Query Language) ( sql )
WHERE first_name = 'John' AND last_name = 'Doe';
However, SQLite will not use the multicolumn index if you use one of the following conditions.
1)filter by the last_name
column only.
Code language: SQL (Structured Query Language) ( sql )
WHERE last_name = 'Doe';
2) filter by first_name
OR last_name
columns.
Code language: SQL (Structured Query Language) ( sql )
last_name = 'Doe' OR first_name = 'John';
SQLite Show Indexes
To find all indexes associated with a table, you use the following command:
Code language: SQL (Structured Query Language) ( sql )
PRAGMA index_list('table_name');
For example, this statement shows all the indexes of the contacts
table:
Code language: SQL (Structured Query Language) ( sql )
PRAGMA index_list('playlist_track');
Here is the output:
To get the information about the columns in an index, you use the following command:
Code language: SQL (Structured Query Language) ( sql )
PRAGMA index_info('idx_contacts_name');
This example returns the column list of the index idx_contacts_name
:
Another way to get all indexes from a database is to query from the sqlite_master
table:
Code language: SQL (Structured Query Language) ( sql )
SELECT type, name, tbl_name, sql FROM sqlite_master WHERE type= 'index';
SQLite DROP INDEX
statement
To remove an index from a database, you use the DROP INDEX
statement as follows:
Code language: SQL (Structured Query Language) ( sql )
DROP INDEX [IF EXISTS] index_name;
In this syntax, you specify the name of the index that you want to drop after the DROP INDEX
keywords. The IF EXISTS
option removes an index only if it exists.
For example, you use the following statement to remove the idx_contacts_name
index:
Code language: SQL (Structured Query Language) ( sql )
DROP INDEX idx_contacts_name;
Try It
The idx_contacts_name
index is removed completely from the database.
In this tutorial, you have learned about SQLite index and how to utilize indexes for improving the performance of query or enforcing unique constraints.
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Sql How To Create Index
Source: https://www.sqlitetutorial.net/sqlite-index/
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