Ready to start and grow your business bigger and win customers forever?
Check it out
Stride is a digital media management platform that helps music industry professionals organize and maintain detailed information about musicians, albums, and associated metadata. Their internal application centralizes artist-related data, streamlining operations for cataloging, updates, and reporting across music portfolios.
Fully Automated Schema & Data Migration Pipeline
Foreign Key–Aware Loading with Insert Ordering
Deduplication Logic for Incremental Remigrations
Data Engineers
Python Developers
Database Migration Specialists
DevOps Support Engineers
Contract on hourly basis
.png){kind=small}
Dozens of foreign-key–linked tables introduced risk of referential mismatches during migration.
Client required re-runnable, partial migrations without duplicate insertions or data corruption.
The project began with schema introspection from the SQL Server .bak backup, reconstructing PostgreSQL-compatible DDL using Python scripts. Pandas DataFrames were used to extract, inspect, and transform table data for loading.A two-phase migration plan was adopted—first loading dimension tables, capturing their new primary keys, and then loading dependent fact tables by resolving foreign keys dynamically. The system included row-level comparison logic to ensure that any remigrations were idempotent and skipped already-migrated records.
Robust, Incremental Migration Framework for Legacy SQL Server Data
.png){kind=small}
.png)
DataRopes.ai is a global technology partner which delivers end to end services like data engineering, data analysis, data science and AI & ML
Reviewed on
150 E B St Lbby # 1810
1106 A, 11th floor, Haly Tower,
Sector R DHA Phase 2, Lahore
DataRopes.ai is a global technology partner which delivers end to end services like data engineering, data analysis, data science and AI & ML.
Reviewed on
Address
150 E B St Lbby # 1810
1106 A, 11th floor, Haly Tower,
Sector R DHA Phase 2, Lahore
© DataRopes 2025. All rights reserved
.png)
.png)
