Skip to main content

41 docs tagged with "snowflake"

View all tags

Anomaly detection results

Reference for anomaly detection result fields, status values, and how results flow from Snowflake to Atlan.

Asset description reverse sync

Sync asset descriptions authored in Atlan back to Snowflake comments. Reference for workflow configuration, asset filtering, audit-trail behavior, and sync options.

Compute and cost tracking

Understand how Data Quality Studio uses compute resources, how costs are calculated, and practical ways to track and optimize spend for Snowflake, Databricks, and BigQuery.

Connect Snowflake to Lakehouse

Connect Snowflake to Atlan's Lakehouse using Snowflake's catalog-linked database feature to query metadata in standard SQL. Setup creates a catalog integration that links Atlan's Iceberg REST Catalog to Snowflake.

Crawl Snowflake AI models

Discover, catalog, and build lineage for AI models registered in the Snowflake Model Registry using Atlan's Snowflake connector.

Data Quality Studio

Monitor and maintain data quality across your data sources with automated quality checks, alerts, and governance workflows

Deploy to Snowflake Cortex Analyst

Deploy a context repository from Context Engineering Studio to Snowflake Cortex Analyst as a Semantic View. Grant access to your business users, verify the view in Snowflake, and monitor live query traces in the Observe tab.

Enable anomaly detection

Enable ML-based anomaly detection on a Snowflake table to automatically monitor row count and freshness without manual thresholds.

Grant Snowflake permissions

Grant the Snowflake permissions Context Engineering Studio needs to deploy a certified context repository to Snowflake Cortex Analyst. Required only at deploy time. You can connect, build, and simulate without them.

Operations

Atlan crawls and manages the following data quality operations and results from Snowflake.

Permissions for Snowflake AI models

Full reference of the privileges required to crawl AI models and extract lineage from the Snowflake Model Registry, including what each privilege enables and why it's needed.

Permissions for Snowflake listings and shares

Full reference of the additional privileges the Atlan service account needs to discover Snowflake listings and shares, including what each privilege enables, why standard connector permissions aren't enough, and how to grant them.

Provide credentials to query data

Enter your own username and password or key pair for a connection in Atlan when bring-your-own-credentials (BYOC) is enabled, so Atlan queries and previews data with your own data source permissions instead of a shared account.

Query failed rows

View and export the actual data rows that failed data quality rules to investigate and resolve data quality issues.

Query without shared credentials

Enable bring-your-own-credentials (BYOC) on a connection in Atlan so each user queries with their own data source login, and Snowflake, Redshift, Databricks, or other source permissions are enforced on every query instead of one shared account.

Roles and permissions

Explanation of Snowflake's security model and role requirements for data quality operations.

Rules and dimensions

Reference for available data quality rules and classification dimensions in Snowflake data quality.

Run rules on demand

Trigger data quality rules immediately at the table or rule level without waiting for the next scheduled run. Supported for Snowflake and Databricks.

Set up Snowflake

Configure Snowflake to enable data quality monitoring through Atlan.

Snowflake

Integrate, catalog, and govern Snowflake assets in Atlan.

Troubleshoot Snowflake errors

Resolve common Snowflake errors in Context Engineering Studio, including preflight check failures, generation errors, YAML validation issues, evaluation timeouts, Cortex Analyst deployment failures, JWT authentication, and chat errors.

Use AI-suggested rules

Let Atlan suggest data quality rules automatically based on your asset's metadata structure, and apply them in a few clicks.

What's anomaly detection

Understand how Atlan uses Snowflake's native ML-based anomaly detection to automatically monitor row count and freshness without manual thresholds.