Add Airflow SmartSuggest [Don't merge]

[sunank200]

Airflow SmartSuggest is an intelligent assistant designed to enhance the Apache Airflow experience by providing smart suggestions for anomalies detection for DAGs, tasks and airflow resources like workers, schedulers, triggerers alerting users for cost and performance optimizations. Airflow SmartSuggest also helps to analyze DAG code and logs providing recommendations around best DAG writing practices and error resolution directly on Airflow UI. It uses Ask-Astro APIs and statistical methods for the analysis. This tool aims to integrate directly into the Airflow UI, offering real-time alerts for anomalies, DAG code optimizations, error resolution, cluster profilings and metrics suggestions. Itl also includes security features to detect and alert users about sensitive information inadvertently included in their DAG code.

This is the page for anomaly detection:

This is the page for Airflow SmartSuggest code analysis:

This is the page for Airflow SmartSuggest log analysis:

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