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Getting Started
Overview
Sifflet's glossary
Integrations
Integrations Management
Source mapping per technology
Data Platforms
Snowflake
Supported Features and Collected Metadata
Sifflet Native App for Snowflake (private preview)
Troubleshooting Connectivity
FAQ
BigQuery
Supported Features and Collected Metadata
Troubleshooting Connectivity
FAQ
Databricks
Redshift
Azure Synapse
Athena
Transactional Databases
SQL Server
MySQL
Oracle
PostgreSQL
GCP Cloud SQL
AlloyDB
BI Tools
Power BI
FAQ
Tableau
FAQ
Looker
Amazon QuickSight
MicroStrategy ᴮᴱᵀᴬ
Qlik ᴮᴱᵀᴬ
Data Pipelines
dbt
dbt Core
dbt Cloud
Apache Airflow
Airflow custom operators
Amazon MWAA
Cloud Composer
Linking Airflow DAGs to Data Assets
Fivetran
Databricks Workflows
Azure Data Factory ᴮᴱᵀᴬ
Code Repositories
GitHub
dbt Impact Analysis GitHub Action
GitLab
dbt Impact Analysis GitLab Component
AI AGENTS
✨
AI Features Overview
Auto-Monitoring (Sentinel) ᴮᴱᵀᴬ
Root Cause Analysis (Sage)
Sifflet AI Chatᴮᴱᵀᴬ
Dashboard
Dashboard
Data Catalog & Lineage
Data Catalog
Asset Page
Asset Health Status
Advanced Data Catalog Features
Asset usage
Ownership
Generate Metadata (Sifflet AI Assistant)
Bulk import metadata
Asset History
Lineage
Field-Level Lineage
Reference Assets
Declarative Assets & Lineage
Practical Example
Expected Technology Names for URIs
Business Glossary
Business Glossary
Data Products
Data Products
Monitors
All Monitor Templates
Monitor Overview
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Create Monitors at scale
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Monitor Setup
Joining Tables
Monitor Run
Monitor Results
Advanced Monitors Features
Run Schedule
Time-based Data Aggregation
Failing Rows
Auto-mode and Partitioned Tables
AI Monitoring Optimization Suggestions
Sifflet Insights Browser Extension
Pipeline Alerting
Incidents
Incidents
Automatic Incident Grouping
How to Use Incidents
Settings
Teams
Tags
Custom Metadata
Collaboration Tools
Email
Microsoft Teams
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ServiceNow
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PagerDuty
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ForgeRock
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Developers
Access Tokens
Flow Stopper
Examples
Sifflet CLI - Command Line Interface
CLI Commands Reference
code (version 0.3.22 and before)
code (version 0.4.0 and after)
configure
ingest
rules
status
Monitors as Code
Workspace schema
Monitor schema
Parameters
Threshold
Troubleshooting
Templates
For Loops
Version 1 - Deprecated
Monitor schema - Deprecated ( Version 1 )
Parameters list and example for every monitor type WIP
URI sources
Airflow URI format
Amazon MWAA URI format
Amazon QuickSight URI format
Athena URI format
BigQuery URI format
Cloud Composer URI format
Databricks URI format
Databricks Jobs URI format
dbt URI format
Fivetran URI format
Generic URI format
Looker URI format
MicroStrategy URI format
MySQL URI format
Oracle URI format
PostgreSQL URI format
PowerBI URI format
Qlik URI format
Redshift URI format
Snowflake URI format
SQL Server (MS SQL) URI format
Synapse URI format
Tableau URI format
Terraform Provider
Data Sharing
Objects available via data sharing
Sifflet MCP Server
Monitor Templates
Table-level Health
Volume (dynamic)
Volume (static)
Row-level Duplicates
Freshness
Freshness (Update Time Gap)
Schema change
Metrics
Custom Metrics
Correlated Metrics
Metrics
Field profiling
Referential Integrity
Distribution change
Duplicates
Value List Validation
Nulls
Unique
Value Range Validation
Format validation
Is an email
Is a phone number
Is UUID
Matches regex
Custom
No-Code Condition
SQL Condition
SQL Query
Security and deployment options
Security and compliance
Private Link and custom networking setups
Sifflet Agentᴮᴱᵀᴬ
Self-hosted deployments
Audit Logs
How to report a security incident
USAGE GUIDES
Configuring Monitors and Assets at Scale 🚀
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