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Universal Database Migration Package

Move Data Anywhere

Py Auto Migrate is a powerful migration engine that transfers data between SQL, NoSQL and analytical databases with automatic schema mapping, validation and AI-assisted transformations.

$ pip install py-auto-migrate

✓ schema detected
✓ destination created
✓ migration completed
10+
Database Engines
1
Migration Command
0
Manual Mapping Required

Built For Modern Data Teams

Everything needed to migrate, transform and synchronize data across heterogeneous database systems.

Universal Connectivity

Relational, NoSQL and analytics databases supported.

Automatic Mapping

Detect structures and build compatible destinations.

AI Assisted

Transform data using natural language instructions.

Safe Migration

Validation checks preserve integrity throughout transfers.

Installation

pip install py-auto-migrate

Migrate Entire Database

py-auto-migrate migrate \
    --source mongodb://user:pass@localhost:27017/source_db \
    --target mysql://user:pass@localhost:3306/target_db

Single Table Migration

py-auto-migrate migrate \
    --source postgresql://user:pass@localhost:5432/mydb \
    --target mongodb://user:pass@localhost:27017/mydb \
    --table users

AI Powered Migration

py-auto-migrate migrate \
    --source oracle://user:password@host:port/service_name \
    --target mssql://user:password@host:port/database \
    --ai-ask "Please select and insert only names that start with 'S', then sort them."

Supported Databases

MySQL
MongoDB
PostgreSQL
Redis
Oracle
SQL Server
MariaDB
ClickHouse
DynamoDB
SQLite
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