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String Split Function in PostgreSQL 17.01, SQL Server 2019, or MySQL 9.0
Introduction
String splitting is a common operation in SQL databases, often used when dealing with data that is stored in delimited formats. It is especially useful in scenarios like processing CSV files, parsing user input, or handling lists stored as strings in database fields. In this article, we will explore how string splitting is performed across three major database systems: PostgreSQL 17.01, SQL Server 2019, and MySQL 9.0. We'll look at the functions and techniques available in each database to perform this operation efficiently, with real-world use cases and examples.
Table of Contents
- Overview of String Splitting
- String Splitting in PostgreSQL 17.01
- 2.1. Using
string_to_array
- 2.2. Using
unnest
for Splitting - 2.3. Example Scenarios in PostgreSQL
- 2.1. Using
- String Splitting in SQL Server 2019
- 3.1. Using
STRING_SPLIT
- 3.2. Creating a Custom Split Function
- 3.3. Example Scenarios in SQL Server
- 3.1. Using
- String Splitting in MySQL 9.0
- 4.1. Using
SUBSTRING_INDEX
- 4.2. Creating a Custom Split Function with Recursive Queries
- 4.3. Example Scenarios in MySQL
- 4.1. Using
- Comparison of String Split Functions Across Databases
- Use Cases and Performance Considerations
- Conclusion
Overview of String Splitting
String splitting refers to the process of breaking a single string into multiple components based on a delimiter, such as a comma, space, or another character. This is particularly useful in scenarios where data is stored in a single field but represents multiple values (e.g., a list of tags or CSV data). The ability to split strings efficiently is crucial for effective data manipulation, especially in databases.
Common Use Cases
- Parsing CSV data: Breaking down a CSV record into individual columns.
- Tagging systems: When tags are stored as a single string with delimiters.
- User input processing: When users provide multiple items in a single input field.
- Log data analysis: Parsing log entries where data is delimited by certain characters.
String Splitting in PostgreSQL 17.01
PostgreSQL offers powerful string manipulation functions. In version 17.01, string splitting can be done using the string_to_array
function, which splits a string into an array of substrings, and unnest
for working with arrays.
2.1. Using string_to_array
The string_to_array
function splits a string based on a delimiter and returns an array of substrings.
Syntax:
sqlCopy Codestring_to_array(string text, delimiter text)
Example 1: Splitting a Comma-Separated List
sqlCopy CodeSELECT string_to_array('apple,banana,orange', ',');
Result:
Copy Code{apple,banana,orange}
2.2. Using unnest
for Splitting
To work with the results from string_to_array
, you can use the unnest
function, which expands an array into a set of rows.
Example 2: Expanding a Comma-Separated List into Multiple Rows
sqlCopy CodeSELECT unnest(string_to_array('apple,banana,orange', ',')) AS fruit;
Result:
Copy Codefruit
------
apple
banana
orange
2.3. Example Scenarios in PostgreSQL
Scenario 1: Processing Tags in a Post
Imagine a scenario where a blog post contains tags stored in a comma-separated string. You want to split these tags into individual rows to analyze them.
sqlCopy CodeSELECT post_id, unnest(string_to_array(tags, ',')) AS tag
FROM blog_posts;
Scenario 2: Parsing CSV Data
Consider a table with a column that holds CSV strings. You can use string_to_array
to split and analyze each CSV entry.
sqlCopy CodeSELECT string_to_array(csv_column, ',')
FROM csv_data_table;
String Splitting in SQL Server 2019
SQL Server 2016 introduced the STRING_SPLIT
function, which is very useful for splitting strings. However, it's important to note that this function may not work as expected in older versions of SQL Server.
3.1. Using STRING_SPLIT
The STRING_SPLIT
function splits a string into rows based on a specified delimiter.
Syntax:
sqlCopy CodeSTRING_SPLIT ( string , separator )
Example 1: Splitting a Comma-Separated List
sqlCopy CodeSELECT value
FROM STRING_SPLIT('apple,banana,orange', ',');
Result:
Copy Codevalue
------
apple
banana
orange
3.2. Creating a Custom Split Function
If you are working with an older version of SQL Server, or if you need more flexibility, you can create a custom split function using a recursive CTE (Common Table Expression).
Example 2: Custom Split Function
sqlCopy CodeCREATE FUNCTION dbo.fn_SplitString (@String NVARCHAR(MAX), @Delimiter CHAR(1))
RETURNS @Output TABLE (Value NVARCHAR(MAX))
AS
BEGIN
DECLARE @Start INT, @End INT
SET @Start = 1
SET @End = CHARINDEX(@Delimiter, @String)
WHILE @Start < LEN(@String) + 1
BEGIN
IF @End = 0
SET @End = LEN(@String) + 1
INSERT INTO @Output (Value)
VALUES (SUBSTRING(@String, @Start, @End - @Start))
SET @Start = @End + 1
SET @End = CHARINDEX(@Delimiter, @String, @Start)
END
RETURN
END
3.3. Example Scenarios in SQL Server
Scenario 1: Parsing Tags in a Post
sqlCopy CodeSELECT post_id, value AS tag
FROM blog_posts
CROSS APPLY STRING_SPLIT(tags, ',');
Scenario 2: Querying Data from a CSV Column
If you store data as CSV, you can split and query it using STRING_SPLIT
.
sqlCopy CodeSELECT value
FROM STRING_SPLIT(csv_column, ',')
WHERE value LIKE 'apple%';
String Splitting in MySQL 9.0
MySQL lacks a built-in STRING_SPLIT
function, but you can use SUBSTRING_INDEX
and recursive queries to achieve similar results.
4.1. Using SUBSTRING_INDEX
The SUBSTRING_INDEX
function extracts a substring from a string, up to a specified number of occurrences of a delimiter.
Syntax:
sqlCopy CodeSUBSTRING_INDEX(string, delimiter, count)
Example 1: Splitting a Comma-Separated List
sqlCopy CodeSELECT SUBSTRING_INDEX('apple,banana,orange', ',', 1) AS fruit1,
SUBSTRING_INDEX(SUBSTRING_INDEX('apple,banana,orange', ',', 2), ',', -1) AS fruit2,
SUBSTRING_INDEX('apple,banana,orange', ',', -1) AS fruit3;
Result:
Copy Codefruit1 | fruit2 | fruit3
--------|---------|--------
apple | banana | orange
4.2. Creating a Custom Split Function with Recursive Queries
To split strings into rows, you can create a recursive query.
Example 2: Recursive Split Function
sqlCopy CodeWITH RECURSIVE Split AS (
SELECT
SUBSTRING_INDEX('apple,banana,orange', ',', 1) AS value,
SUBSTRING('apple,banana,orange', LENGTH(SUBSTRING_INDEX('apple,banana,orange', ',', 1)) + 2) AS rest
UNION ALL
SELECT
SUBSTRING_INDEX(rest, ',', 1),
SUBSTRING(rest, LENGTH(SUBSTRING_INDEX(rest, ',', 1)) + 2)
FROM Split
WHERE rest != ''
)
SELECT value FROM Split;
4.3. Example Scenarios in MySQL
Scenario 1: Parsing Tags in a Post
sqlCopy CodeSELECT post_id, SUBSTRING_INDEX(SUBSTRING_INDEX(tags, ',', n.n), ',', -1) AS tag
FROM blog_posts
JOIN (SELECT