Sync AWS Glue Workflows Across Accounts
TL;DR
AWS CLI tool for **cloud engineers managing multi-account AWS Glue pipelines** that **auto-detects, maps dependencies, and deploys identical jobs/triggers/IAM roles to target accounts** so they can **reduce migration time from 10+ hours to under 10 minutes** without broken pipelines or manual ARN fixes.
Target Audience
DevOps engineers at mid-size companies migrating glue pipelines between AWS accounts
The Problem
Problem Context
Cloud engineers need to move AWS Glue workflows between accounts (e.g., dev→prod) but struggle because Glue jobs, IAM roles, and data catalog entries are locked to the original account. Manual reconstruction is error-prone and time-consuming.
Pain Points
Users waste hours manually recreating jobs, reconfiguring permissions, and hunting for hidden dependencies. They fear pipeline failures in production due to missed configurations. AWS’s native tools don’t handle cross-account copies cleanly.
Impact
Delays critical data initiatives, wastes engineering time, and risks production outages. Teams lose trust in their migration processes, leading to slower deployments and frustrated stakeholders.
Urgency
This problem blocks progress during cloud migrations and governance changes. Teams can’t scale pipelines without solving it, creating a bottleneck for data-driven projects.
Target Audience
Cloud engineers, DevOps teams, and data pipeline owners at mid-large companies using AWS Glue. Also affects consultants helping clients migrate workloads between accounts.
Proposed AI Solution
Solution Approach
A CLI + API tool that automatically detects AWS Glue resources (jobs, triggers, IAM roles) in the source account, maps dependencies, and deploys identical copies to the target account with correct permissions.
Key Features
- Dependency Mapping: Automatically resolves links between jobs, triggers, and data sources to avoid broken pipelines.
- Permission Sync: Copies IAM roles and policies while adjusting ARNs for the new account.
- Dry Run Mode: Lets users preview changes before applying them to production.
User Experience
Users run a single command (glueflow copier --source ACCOUNT_ID --target ACCOUNT_ID), review the dependency graph, and approve the copy. The tool handles all configurations, reducing manual work to minutes.
Differentiation
Unlike manual scripts or AWS’s native tools, this solution handles complex dependencies and permissions automatically. It’s faster, more reliable, and avoids the risk of human error during migrations.
Scalability
Supports unlimited accounts and workflows. Teams can scale usage as they add more Glue jobs or accounts. Enterprise plans include API access for CI/CD integration.
Expected Impact
Saves 10+ hours per migration, eliminates pipeline failures, and accelerates cloud deployments. Teams regain confidence in their migration processes and reduce reliance on expensive consultants.