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patrikborosch
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pipeline-migration

Migrate Synapse Data Factory pipeline artifacts to Microsoft Fabric Data Factory.

14|3|Updated Mar 13, 2026
Search Tags:#automation#migration#azure#pipeline#etl#fabric#synapse
One-click install
npx skills add https://github.com/patrikborosch/AnalyticsPlatformAgents --skill pipeline-migration
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pipeline-migration
Source: https://github.com/patrikborosch/AnalyticsPlatformAgents/tree/main/creator/skills/pipeline-migration
Command: npx skills add https://github.com/patrikborosch/AnalyticsPlatformAgents --skill pipeline-migration

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Migrating Azure Synapse Analytics pipelines to Microsoft Fabric Data Factory requires manual JSON rewriting, GUID lookups, and expression updates across dozens of activity types. This Skill automates the end-to-end transformation, eliminating error-prone manual edits and ensuring Fabric schema compliance.

Core Features & Use Cases

  • Full Pipeline Transformation: Converts Synapse activities to Fabric equivalents, including SynapseNotebook to TridentNotebook, dataset inlining, and linked service to connection mapping.
  • Assessment & Reporting: Provides a read-only pre-flight assessment to scope migration effort, identify blockers like parked activities, and generate a detailed migration report.
  • Use Case: A data engineering team can migrate an entire Synapse workspace pipeline inventory to Fabric in hours instead of weeks, with validated outputs and clear guidance on unsupported activities.

Quick Start

Use the pipeline-migration skill to migrate all pipelines from your Synapse workspace to a Fabric workspace by providing the workspace names and confirming the migration scope.

Frequently Asked Questions about pipeline-migration

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I migrate Azure Synapse pipelines to Fabric Data Factory?▼

To migrate Synapse pipelines, this automation performs full pipeline transformation, dataset inlining, and global parameter conversion to ensure schema compliance with Microsoft Fabric Data Factory.

What does a Synapse to Fabric pipeline migration assessment include?▼

The assessment provides a read-only pre-flight analysis to scope migration effort, identify blockers like parked activities, and generate a detailed migration report for Fabric deployment.

Can I convert SynapseNotebook activities to TridentNotebook automatically?▼

Yes, the migration process converts SynapseNotebook activities to TridentNotebook equivalents and updates notebook activity references for Fabric Data Factory schema compliance.

How are linked services and global parameters handled during Synapse pipeline migration?▼

Linked services are mapped to Fabric connections and global parameters are converted to meet Fabric Data Factory schema requirements during the automated pipeline transformation.

What are the limitations when migrating Synapse pipelines to Fabric?▼

Limitations include unsupported or parked activities that cannot be automatically transformed; these are identified as blockers during the read-only pre-flight assessment and detailed in the migration report.

Do I need to manually rewrite JSON when moving ETL pipelines from Azure Synapse to Fabric?▼

No, manual JSON rewriting is eliminated because the migration automation handles dataset inlining, GUID lookups, and expression updates across dozens of activity types for Fabric schema compliance.

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