Aggregated Server Statistics

Overview

Validatar sends aggregated statistics regarding hardware configuration and system activity to the Validatar Licensing Server. No customer sensitive data or user identifiable information is included in these statistics. This helps enable the Validatar Support team to have an improved ability to respond to any issues or questions.

This process can be disabled in the Server Edition of Validatar by going to the Settings > Configuration > Logs page and unchecking the Sync License Information and Aggregated Server Statistics with Validatar Licensing Server option.

Metrics are grouped into the following categories:

Execution Metrics
Instance Information
Metadata Metrics
User Activity Metrics

Execution Metrics

Metric	Type
# of Emails Sent	Numeric
# of Errors	Numeric
# of File Lineage Sources Executed	Numeric
# of Jobs Executed	Numeric
# of Profile Sets Executed	Numeric
# of Query Lineage Sources Executed	Numeric
# of Standard Tests Executed	Numeric
# of Template Tests Executed	Numeric
# of Tests Linked to Metadata Executed	Numeric
Avg Data Source Ingestion Duration	Numeric
Avg Data Source Ingestion Row Count	Numeric
Avg Test Query Duration	Numeric
Avg Test Query Row Count	Numeric
Daily Polling Requests	Numeric
Daily Python Count	Numeric
Daily SQL Count	Numeric
Max Data Source Ingestion Duration	Numeric
Max Data Source Ingestion Row Count	Numeric
Max Test Query Duration	Numeric
Max Test Query Row Count	Numeric
Total Data Source Ingestion Row Count	Numeric
Total Test Query Row Count	Numeric

Instance Information

Metric	Type
Application Version	String
Average CPU Usage	Numeric
Average RAM Usage	Numeric
Database Version	String
License Tier	String
Max CPU Usage	Numeric
Max RAM Usage	Numeric
Operating System	String
ProcessorCount	Numeric
Public Instance Key	String

Metadata Metrics

Metric	Type
# of Columns	Numeric
# of Columns With Tests	Numeric
# of Data Sources	Numeric
# of Global Creators	Numeric
# of Locked Job Labels	Numeric
# of Locked Labels	Numeric
# of Locked Profile Set Labels	Numeric
# of Locked Template Test Version Labels	Numeric
# of Locked Test Labels	Numeric
# of Locked Test Version Labels	Numeric
# of Modified Tests	Numeric
# of New Tests	Numeric
# of Schemas	Numeric
# of Tables	Numeric
# of Tables with Tests	Numeric
# of Tests	Numeric
# of Unlocked Job Labels	Numeric
# of Unlocked Labels	Numeric
# of Unlocked Profile Set Labels	Numeric
# of Unlocked Template Test Version Labels	Numeric
# of Unlocked Test Labels	Numeric
# of Unlocked Test Version Labels	Numeric
# of Users	Numeric
Action Steps By Type	Array
Actions By Object Type	Array
Actions By Trigger Type	Array
Active Subscription Count	Numeric
Child Tests In Catalog Enabled Templates Count	Numeric
Column Custom Field Values Set	Numeric
Column Custom Fields Created	Numeric
Column File Avg Template Test Materialization Duration	Numeric
Column File Child Tests Materialized Added Count	Numeric
Column File Child Tests Materialized Replaced Count	Numeric
Column File Child Tests Materialized Skipped Count	Numeric
Column File Materialization Event Count	Numeric
Column File Max Template Test Materialization Duration	Numeric
Column File Template Test Count	Numeric
Column Metadata Avg Template Test Materialization Duration	Numeric
Column Metadata Child Tests Materialized Added Count	Numeric
Column Metadata Child Tests Materialized Replaced Count	Numeric
Column Metadata Child Tests Materialized Skipped Count	Numeric
Column Metadata Materialization Event Count	Numeric
Column Metadata Max Template Test Materialization Duration	Numeric
Column Metadata Reference Custom Field Values Set	Numeric
Column Metadata Reference Custom Fields Created	Numeric
Column Metadata Template Test Count	Numeric
Column Query Avg Template Test Materialization Duration	Numeric
Column Query Child Tests Materialized Added Count	Numeric
Column Query Child Tests Materialized Replaced Count	Numeric
Column Query Child Tests Materialized Skipped Count	Numeric
Column Query Materialization Event Count	Numeric
Column Query Max Template Test Materialization Duration	Numeric
Column Query Template Test Count	Numeric
Daily Distinct Users With AI Messages	Numeric
Data Processing Engine Count	Numeric
Data Source Custom Field Values Set	Numeric
Data Source Custom Fields Created	Numeric
Date Custom Field Values Set	Numeric
Date Custom Fields Created	Numeric
Dropdown Custom Field Values Set	Numeric
Dropdown Custom Fields Created	Numeric
Job Count	Numeric
Job Custom Field Values Set	Numeric
Job Custom Fields Created	Numeric
Job Steps	Array
Label Custom Field Values Set	Numeric
Label Custom Fields Created	Numeric
Macro Count	Numeric
Message Feedbacks	Array
New Agent Execution Count	Numeric
New Conversation Count	Numeric
New Message Count	Numeric
Optional Features	Array
Overall Distinct Users With AI Messages	Numeric
Paragraph Custom Field Values Set	Numeric
Paragraph Custom Fields Created	Numeric
Project Custom Field Values Set	Numeric
Project Custom Fields Created	Numeric
Python Data Source Template Count	Numeric
Report Count	Numeric
Schedules By Type	Array
Schema Custom Field Values Set	Numeric
Schema Custom Fields Created	Numeric
Short Text Custom Field Values Set	Numeric
Short Text Custom Fields Created	Numeric
Sql Data Source Template Count	Numeric
Standard Tests Using Macro Count	Numeric
Table Custom Field Values Set	Numeric
Table Custom Fields Created	Numeric
Table File Avg Template Test Materialization Duration	Numeric
Table File Child Tests Materialized Added Count	Numeric
Table File Child Tests Materialized Replaced Count	Numeric
Table File Child Tests Materialized Skipped Count	Numeric
Table File Materialization Event Count	Numeric
Table File Max Template Test Materialization Duration	Numeric
Table File Template Test Count	Numeric
Table Metadata Avg Template Test Materialization Duration	Numeric
Table Metadata Child Tests Materialized Added Count	Numeric
Table Metadata Child Tests Materialized Replaced Count	Numeric
Table Metadata Child Tests Materialized Skipped Count	Numeric
Table Metadata Materialization Event Count	Numeric
Table Metadata Max Template Test Materialization Duration	Numeric
Table Metadata Reference Custom Field Values Set	Numeric
Table Metadata Reference Custom Fields Created	Numeric
Table Metadata Template Test Count	Numeric
Table Query Avg Template Test Materialization Duration	Numeric
Table Query Child Tests Materialized Added Count	Numeric
Table Query Child Tests Materialized Replaced Count	Numeric
Table Query Child Tests Materialized Skipped Count	Numeric
Table Query Materialization Event Count	Numeric
Table Query Max Template Test Materialization Duration	Numeric
Table Query Template Test Count	Numeric
Tag List Custom Field Values Set	Numeric
Tag List Custom Fields Created	Numeric
Templates With Catalog Enabled Count	Numeric
Test Custom Field Values Set	Numeric
Test Custom Fields Created	Numeric
Test Execution Rollbacks	Array
Tests By Overall Status	Array
Tests By Quality Dimension	Array
Tests By Severity Level	Array
Tool Executions	Array
Total Avg Template Test Materialization Duration	Numeric
Total Child Tests Materialized Added Count	Numeric
Total Child Tests Materialized Replaced Count	Numeric
Total Child Tests Materialized Skipped Count	Numeric
Total Input AI Tokens	Numeric
Total Materialization Event Count	Numeric
Total Max Template Test Materialization Duration	Numeric
Total Output AI Tokens	Numeric
Total Template Test Count	Numeric
User Group List Custom Field Values Set	Numeric
User Group List Custom Fields Created	Numeric

User Activity Metrics

Metric	Type
# of Sessions	Numeric
# of Unique Users	Numeric
Single Sign On Count	Numeric
Total Session Time	Numeric