py-auto-migrate 0.4.6

A Tool For Transferring Data, Tables, And Datasets Between Different Databases.

🚀 Py-Auto-Migrate

The Universal Database Migration Tool
Seamlessly transfer data between any database.

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Why Py-Auto-Migrate?

Migrating data between different database systems is often a tedious and error-prone task. Py-Auto-Migrate is here to change that. It's a powerful, flexible, and easy-to-use Python tool that automates the entire process.

• Universal Connector: Supports a vast range of databases, from SQL to NoSQL.
• Zero Configuration: Point to your source and target, and let the tool handle schema detection, data type mapping, and destination creation.
• Blazing Fast: Optimized for performance, even with large datasets.
• Safe & Reliable: Built-in checks ensure data integrity throughout the migration.

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Installation

Get started in seconds with pip.

pip install py-auto-migrate

Prefer a Standalone Shell?

Don't have Python? No problem! Download the dedicated PAM-Shell for your OS from the Releases page. It's a ready-to-run executable with the same powerful features.

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Quick Start

Using Py-Auto-Migrate is as simple as running one command.

Basic Command Structure

py-auto-migrate migrate --source <SOURCE_URI> --target <TARGET_URI>

Argument	Description
--source	Required. Connection URI for the source database.
--target	Required. Connection URI for the target database.
--table	Optional. Migrate a specific table. If omitted, all data is migrated.
--ai-ask	Optional. Natural language query for AI-powered.
--ai-model	Optional. OpenAI model (default: gpt-3.5-turbo).

Real-World Examples

1. Migrate an entire database from MongoDB to MySQL:

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

2. Migrate a single PostgreSQL table to a new MongoDB collection:

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

The Magic: If the target database or table doesn't exist, Py-Auto-Migrate automatically creates it for you! It intelligently maps source data types to the appropriate target schema.

3. Query using AI (Target must be a relational database):

export OPENAI_API_KEY="your-api-key"

Before using AI, make sure the OPENAI_API_KEY has been exported.

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." /
  --ai-model "gpt-3.5-turbo"

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Supported Databases

We support a wide and growing range of databases.

Category	Databases
Relational
NoSQL
Analysis

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Have a feature request? Open an issue and let us know!