The Only

Enterprise-Grade
Databricks Migration Testing Automation Tool

Why risk your data project?
Migrate to Databricks with confidence from your on-prem databases.

Only iceDQ software automates 100% end-to-end Databricks Migration Testing.

  • Auto-generate tests for 1000s of tables.
  • Reuse test cases across all environments.
  • Test billions of records. No sampling needed.
  • Create checks for schema, count, reconciliation, and aggregation for any data source.
  • Native support for Databricks delta tables, delta live tables and delta lakes.

Ready to see how it works?

Fill out the form to connect with an iceDQ specialist. They’ll understand your needs and guide you through a free trial.

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iceDQ Dashboard Mob - iceDQ

Use Cases

ETL Pipeline Testing - Use Cases iceDQ
ETL Data Pipeline
Testing
Cloud Data Migration Testing - Use Cases iceDQ
Cloud Data
Migration Testing
Data Warehouse Testing - Use Cases iceDQ
Data Warehouse
Testing
Big Data Lake Testing - iceDQ
Big Data Lake
Testing
BI Report Testing - Use Cases iceDQ
BI Report
Testing
System Migration testing -iceDQ
Data Warehouse
Testing
ETL Pipeline Testing - Use Cases iceDQ
ETL Data Pipeline
Testing
Cloud Data Migration Testing - Use Cases iceDQ
Cloud Data
Migration Testing
Data Warehouse Testing - Use Cases iceDQ
Data Warehouse
Testing
Big Data Lake Testing - iceDQ
Big Data Lake
Testing
BI Report Testing - Use Cases iceDQ
BI Report
Testing
System Migration testing -iceDQ
Data Warehouse
Testing

Out of Box Checks

Completeness
Completeness
Length
Length
Pattern
Pattern
Contains
Contains
Datatype
Datatype
Range
Range
Date
Date
Custom
Custom
Completeness
Completeness
Length
Length
Pattern
Pattern
Contains
Contains
Datatype
Datatype
Range
Range
Date
Date
Custom
Custom

Features

iceDQ Feature Image

User Friendly Low Code - iceDQ

USER FRIENDLY LOW CODE/NO CODE

Automated test generation and powerful scripting

Rule-based testing validates & reconciles data, ensuring quality. Handles complex scenarios with advanced scripting.

High-Performance-and-Scalibility-iceDQ

HIGH PERFORMANCE AND SCALABILITY

In-memory and spark based cluster processing

Test million records per second, on-prem or cloud deployment, parallel and cluster processing.

Extensive Connectivity and Integration - iceDQ

EXTENSIVE CONNECTIVITY AND INTEGRATION

Seamless integration with 150+ connectors

Connects to anything: Databases, Cloud Systems or Files. Integrates with test case management & ticketing systems.

Impliementation-Dataops-wih-API-First-Approch-iceDQ

IMPLEMENT DATAOPS WITH API FIRST APPROACH

Fully compatible with CI/CD pipelines

Create regression packs, automate end-to-end testing and enable DataOps.

icedq tool page cta
icedq tool page cta mobile

Trusted by industry leaders

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Built-In Functionalities

  • Parameterization
  • Rules Wizard
  • Data Integrity Testing
  • Data Monitoring
  • Built-In Scheduler
  • User-Defined Function
  • Flat File Testing
  • SAP HANA Migration Testing
  • Reporting & Analytics
  • Security – LDAP & SSO
  • Query Designer
  • Regression Testing
  • Salesforce Migration Testing
  • Alerts & Notifications
  • Integrated Key Vault
  • Parameterization
  • Rules Wizard
  • Data Integrity Testing
  • Data Monitoring
  • Built-In Scheduler
  • User-Defined Function
  • Flat File Testing
  • SAP HANA Migration Testing
  • Reporting & Analytics
  • Security – LDAP & SSO
  • Query Designer
  • Regression Testing
  • Salesforce Migration Testing
  • Alerts & Notifications
  • Integrated Key Vault