Airflow Operator Coverage Matrix

This document lists all Airflow operators supported by airflow-unfactor and their Prefect equivalents.

Quick Reference

Total Operators Supported: 35

AWS S3

AWS Compute

AWS Data

GCP Storage & BigQuery

GCP Compute

GCP Messaging

Azure

Databricks

dbt

Database

Notifications

Core Operators

Core Airflow operators are converted to native Prefect patterns:

Adding New Operators

To request support for an operator not listed:

1. Check if a Prefect integration exists at prefect-integrations
2. If an integration exists, open an issue with the operator details
3. If no integration exists, the operator may require manual conversion

Using lookup_concept

For any operator in this matrix, lookup_concept provides the translation rules:

{
  "tool": "lookup_concept",
  "args": { "concept": "S3CreateObjectOperator" }
}

Returns the Prefect equivalent, required integration package, and conversion guidance. The LLM uses this to generate the correct Prefect code.