Discover the art of tracing and mapping data flow in Supabase with this comprehensive guide. Get step-by-step instructions, explore best practices, and master data lineage effortlessly.
Implementing data lineage in Supabase means following where data comes from, where it goes, and how it changes within the platform. It helps businesses keep their data clear, accurate, and in line with rules. By gathering metadata and keeping records of how data moves around, organizations can handle their data better, make debugging easier, and improve data management. This often involves planning the schema, using triggers and functions, plus utilizing Supabase's native tools for logging and checking changes. Knowing data lineage is key for smart decisions, solving problems, and keeping data high-quality.
Head over to the SQL editor in the Supabase dashboard.
Create tables to keep track of data lineage:
```sql
CREATE TABLE data_events (
event_id SERIAL PRIMARY KEY,
event_type VARCHAR (255),
table_name VARCHAR (255),
column_name VARCHAR (255),
timestamp TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);
CREATE TABLE data_sources (
source_id SERIAL PRIMARY KEY,
source_name VARCHAR (255),
description TEXT
);
```
Set up triggers to log data events automatically:
```sql
CREATE OR REPLACE FUNCTION log_insert() RETURNS TRIGGER AS $$
BEGIN
INSERT INTO data_events (event_type, table_name, column_name)
VALUES ('INSERT', TG_TABLE_NAME, column_name);
RETURN NEW;
END;
$$ LANGUAGE plpgsql;
CREATE TRIGGER after_insert
AFTER INSERT ON your_table
FOR EACH ROW
EXECUTE FUNCTION log_insert();
```
Do the same for UPDATE and DELETE events:
```sql
CREATE OR REPLACE FUNCTION log_update() RETURNS TRIGGER AS $$
BEGIN
INSERT INTO data_events (event_type, table_name, column_name)
VALUES ('UPDATE', TG_TABLE_NAME, column_name);
RETURN NEW;
END;
$$ LANGUAGE plpgsql;
CREATE TRIGGER after_update
AFTER UPDATE ON your_table
FOR EACH ROW
EXECUTE FUNCTION log_update();
```
```sql
CREATE OR REPLACE FUNCTION log_delete() RETURNS TRIGGER AS $$
BEGIN
INSERT INTO data_events (event_type, table_name, column_name)
VALUES ('DELETE', TG_TABLE_NAME, column_name);
RETURN OLD;
END;
$$ LANGUAGE plpgsql;
CREATE TRIGGER after_delete
AFTER DELETE ON your_table
FOR EACH ROW
EXECUTE FUNCTION log_delete();
```
Fill up the data_sources
table with details about your data sources:
```sql
INSERT INTO data_sources (source_name, description)
VALUES ('API Source A', 'Data from external API A');
```
Link data events to their sources as needed.
Write custom SQL queries to trace data lineage:
```sql
SELECT
event_id,
event_type,
table_name,
column_name,
timestamp
FROM
data_events
WHERE
table_name = 'your_table'
ORDER BY
timestamp DESC;
```
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