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Use Oracle's LIKE and REGEX_LIKE functions to implement fuzzy queries

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2023-04-04 10:40:232701browse

Oracle is an enterprise-level relational database management system developed and sold by Oracle Corporation of the United States. It is widely used in data management and can be used to store and manipulate different types of data. In Oracle database, a common requirement is to query data containing certain keywords. This article will introduce the use of Oracle's LIKE and REGEX_LIKE functions to implement fuzzy queries.

  1. LIKE function

The LIKE function is one of the most basic fuzzy query functions in Oracle. When using the LIKE function to query, you can use % to represent any length of characters or _ to represent any single character. For example, to find records containing "apple", you can use the following SQL statement:

SELECT * FROM table_name WHERE column_name LIKE '%apple%';

This SQL statement will query the table_name table The column_name column returns all records containing the "apple" character.

To query records that start or end with specific characters, you can use the following SQL statement:

-- Query records starting with "apple"
SELECT * FROM table_name WHERE column_name LIKE ' apple%';

-- Query records ending with "apple"
SELECT * FROM table_name WHERE column_name LIKE '%apple';

These statements will return the column_name in the table_name table Columns where the text begins or ends with "apple".

  1. REGEX_LIKE function

The REGEX_LIKE function is one of Oracle's regular expression functions. It is very similar to the LIKE function, but can use more complex rules to match text. For example, to query words containing three letters, "dog", "cat", "hat", etc., you can use the following SQL statement:

SELECT * FROM table_name WHERE REGEX_LIKE(column_name, '[[:alpha :]]{3}');

This SQL statement will query the column_name column in the table_name table and return all words containing three letters.

To query records containing a specific string, you can use the vertical bar (|) operator in the REGEX_LIKE function. For example, to query for records that contain both "apple" and "banana", you can use the following SQL statement:

SELECT * FROM table_name WHERE REGEX_LIKE(column_name, 'apple|banana');

This SQL statement will query the column_name column in the table_name table and return all records containing "apple" or "banana".

  1. Notes

Whether it is the LIKE function or the REGEX_LIKE function, the entire table or index will be scanned when executing the query. Therefore, in the scenario of large tables or frequent queries, Performance may be slower.

For tables containing more data, you can consider using a full-text search engine, such as Oracle Text, to improve query performance. In addition, when using regular expressions, you need to write correct pattern matchers according to the actual situation to avoid repeated or unnecessary matching.

  1. Summary

In Oracle, the LIKE and REGEX_LIKE functions are two common fuzzy query methods. Use these two functions to easily query records that contain specific characters or match specific rules. In practical applications, we need to choose based on the size of the table and query requirements to improve query performance.

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