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Getting Started
Overview
Sifflet's glossary
Integrations
Integrations Management
Sifflet source mapping per technology
Data Platforms
BigQuery
Supported Features and Collected Metadata
Snowflake
Supported Features and Collected Metadata
Sifflet Native App for Snowflake (private preview)
Redshift
Databricks
Azure Synapse
Athena
Transactional Databases
SQL Server
MySQL
Oracle
PostgreSQL
GCP Cloud SQL
AlloyDB
BI Tools
Looker
MicroStrategy ᴮᴱᵀᴬ
Power BI
Qlik ᴮᴱᵀᴬ
Tableau
Amazon QuickSight
Data Pipelines
Apache Airflow
Airflow custom operators
Amazon MWAA
Cloud Composer
Linking Airflow DAGs to Data Assets
dbt
dbt Core
dbt Cloud
Fivetran
Code Repositories
GitHub
dbt Impact Analysis GitHub Action
GitLab
dbt Impact Analysis GitLab Component
AI AGENTS
Auto-Monitoring (Sentinel) ᴮᴱᵀᴬ
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
Monitor Overview
Scan modes
Threshold
Feedback Loop
Sensitivity
Special Dates Handling
Notifications
Create Monitors at scale
Automatic Monitoring
Auto-Coverage
UI pages
Monitors
Monitor details
How to set up and run monitors
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
Tags
Custom Metadata
Collaboration Tools
Email
Microsoft Teams
Slack
Jira
ServiceNow
Webhooks
PagerDuty
Statuspage
Tenant Preferences
Users
Forgotten Password
Domains
Access Control
Single Sign-On (SSO)
Okta
Google SSO
Azure Active Directory
ForgeRock
Other
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
Athena URI format
BigQuery URI format
Databricks URI format
dbt URI format
Fivetran URI format
Looker URI format
MySQL URI format
Oracle URI format
PostgreSQL URI format
PowerBI URI format
Amazon QuickSight URI format
Redshift URI format
Snowflake URI format
SQL Server (MS SQL) URI format
Synapse URI format
Tableau URI format
Generic 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
Conditional Monitors
Custom SQL monitoring
Security and deployment options
Security and compliance
Private Link and custom networking setups
Self-hosted deployments
Sifflet Agentᴮᴱᵀᴬ
Audit Logs
How to report a security incident
USAGE GUIDES
Configuring Monitors and Assets at Scale 🚀
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