Apache AGE is a graph database built on PostgreSQL and it provides a powerful toolset to manage and analyze data while ensuring privacy. One of its key features is the REMOVE clause, which allows users to selectively remove sensitive information from their datasets.
In this post, we will delve into the functionalities of the REMOVE clause in Apache AGE.
The REMOVE Clause
The REMOVE clause in Apache AGE enables users to delete specific properties or entire vertices from a graph while preserving the rest of the data. It provides a fine-grained control mechanism, allowing for the removal of sensitive information without affecting the overall structure and integrity of the graph.
Performing queries using the REMOVE clause
Given a graph with the following properties;
demo=# SELECT * FROM create_graph('persons');
NOTICE: graph "persons" has been created
create_graph
--------------
(1 row)
demo=# SELECT * FROM cypher('persons', $$ CREATE (:Person {name: 'Peter', age: 30}),
demo$# (:Person {name: 'Jamie', age: 23}), (:Person {name: 'Grace', age: 21}) $$)
demo-# as (a agtype);
a
---
(0 rows)
demo=# SELECT * FROM cypher('persons', $$ MATCH (u)
demo$# RETURN u $$) as (a agtype);
a
------------------------------------------------------------------------------------------------
{"id": 844424930131969, "label": "Person", "properties": {"age": 30, "name": "Peter"}}::vertex
{"id": 844424930131970, "label": "Person", "properties": {"age": 23, "name": "Jamie"}}::vertex
{"id": 844424930131971, "label": "Person", "properties": {"age": 21, "name": "Grace"}}::vertex
(3 rows)
We can decide to remove the age property from 'Peter'
demo=# SELECT * FROM cypher('persons', $$ MATCH (peter {name: 'Peter'})
demo$# REMOVE peter.age RETURN peter $$) as (peter agtype);
peter
-------------------------------------------------------------------------------------
{"id": 844424930131969, "label": "Person", "properties": {"name": "Peter"}}::vertex
(1 row)
As you can see the age attribute of 'Peter' is now missing from the graph.
Another way this can be done is to filter the search using the WHERE clause.
demo=# SELECT * FROM cypher('persons', $$ MATCH (peter)
WHERE peter.name = 'Peter' REMOVE peter.age
RETURN peter $$) as (peter agtype);
peter
-------------------------------------------------------------------------------------
{"id": 844424930131969, "label": "Person", "properties": {"name": "Peter"}}::vertex
(1 row)
The node is returned, and no property age exists on it.
If you'd like to know how to delete vertices and edges from a graph database Look up this post How to Perform DELETE and DETACH DELETE in Apache AGE
Conclusion
Apache AGE's REMOVE clause is a powerful tool for managing and safeguarding sensitive data within a graph database and by utilizing the REMOVE clause effectively, you can selectively delete specific properties or entire vertices, thus preserving privacy and ensuring compliance with data protection regulations.
References
- The REMOVE clause
- How to Perform DELETE and DETACH DELETE in Apache AGE
- Visit Apache AGE Website: https://age.apache.org/
- Visit Apache AGE GitHub: https://github.com/apache/age
- Visit Apache AGE Viewer GitHub: https://github.com/apache/age-viewer
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