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DefaultObservabilityChecksYaml

DefaultObservabilityChecksSpec

The default configuration of checks that are enabled as data observability checks that will be detecting anomalies for all columns and tables that are imported. This configuration of checks is copied to the list of enabled checks on all tables and columns that are imported.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
profiling Default configuration of profiling checks that are enabled on tables and columns that are imported into DQOps. DefaultProfilingObservabilityCheckSettingsSpec
monitoring_daily Default configuration of daily monitoring checks (executed once a day, storing or overriding one result per day) that are enabled on tables and columns that are imported into DQOps. DefaultDailyMonitoringObservabilityCheckSettingsSpec
monitoring_monthly Default configuration of daily monitoring checks (executed once a day, storing or overriding one result per month) that are enabled on tables and columns that are imported into DQOps. DefaultMonthlyMonitoringObservabilityCheckSettingsSpec

DefaultMonthlyMonitoringTableObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability monthly monitoring checks that will be detecting anomalies for all tables that are imported. This configuration of checks is copied to the list of enabled table level checks on all tables that are imported, for monthly monitoring checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
volume The default configuration of volume data quality checks on a table level. TableVolumeMonthlyMonitoringChecksSpec
availability The default configuration of the table availability data quality checks on a table level. TableAvailabilityMonthlyMonitoringChecksSpec
schema The default configuration of schema (column count and schema) data quality checks on a table level. TableSchemaMonthlyMonitoringChecksSpec
custom Dictionary of custom checks. The keys are check names within this category. CustomCheckSpecMap

DefaultObservabilityChecksYaml

The configuration of default data quality checks that are activated for all imported tables and columns. The default observability checks are stored in the $DQO_USER_HOME/settings/defaultchecks.dqochecks.yaml file in the DQOps user's home folder.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
api_version string
kind enum default_schedules
settings
default_notifications
rule
sensor
source
check
dashboards
default_checks
table
provider_sensor
file_index
spec DefaultObservabilityChecksSpec

DefaultProfilingColumnObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability profiling checks that will be detecting anomalies for all columns that are imported. This configuration of checks is copied to the list of enabled column level checks on all columns that are imported, for profiling checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
nulls The default configuration of column level checks that verify nulls and blanks. ColumnNullsProfilingChecksSpec
numeric The default configuration of column level checks that verify negative values. ColumnNumericProfilingChecksSpec
strings The default configuration of strings checks on a column level. ColumnStringsProfilingChecksSpec
uniqueness The default configuration of uniqueness checks on a column level. ColumnUniquenessProfilingChecksSpec
datetime The default configuration of datetime checks on a column level. ColumnDatetimeProfilingChecksSpec
pii The default configuration of Personal Identifiable Information (PII) checks on a column level. ColumnPiiProfilingChecksSpec
bool The default configuration of booleans checks on a column level. ColumnBoolProfilingChecksSpec
datatype The default configuration of datatype checks on a column level. ColumnDatatypeProfilingChecksSpec
anomaly The default configuration of anomaly checks on a column level. ColumnAnomalyProfilingChecksSpec
schema The default configuration of schema checks on a column level. ColumnSchemaProfilingChecksSpec
custom Dictionary of custom checks. The keys are check names within this category. CustomCheckSpecMap

DefaultDailyMonitoringColumnObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability daily monitoring checks that will be detecting anomalies for all columns that are imported. This configuration of checks is copied to the list of enabled column level checks on all columns that are imported, for daily monitoring checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
nulls The default configuration of column level checks that verify nulls and blanks. ColumnNullsDailyMonitoringChecksSpec
numeric The default configuration of column level checks that verify negative values. ColumnNumericDailyMonitoringChecksSpec
strings The default configuration of strings checks on a column level. ColumnStringsDailyMonitoringChecksSpec
uniqueness The default configuration of uniqueness checks on a column level. ColumnUniquenessDailyMonitoringChecksSpec
datetime The default configuration of datetime checks on a column level. ColumnDatetimeDailyMonitoringChecksSpec
pii The default configuration of Personal Identifiable Information (PII) checks on a column level. ColumnPiiDailyMonitoringChecksSpec
bool The default configuration of booleans checks on a column level. ColumnBoolDailyMonitoringChecksSpec
datatype The default configuration of datatype checks on a column level. ColumnDatatypeDailyMonitoringChecksSpec
anomaly The default configuration of anomaly checks on a column level. ColumnAnomalyDailyMonitoringChecksSpec
schema The default configuration of schema checks on a column level. ColumnSchemaDailyMonitoringChecksSpec
custom Dictionary of custom checks. The keys are check names within this category. CustomCheckSpecMap

DefaultProfilingTableObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability profiling checks that will be detecting anomalies for all tables that are imported. This configuration of checks is copied to the list of enabled table level checks on all tables that are imported, for profiling checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
volume The default configuration of volume data quality checks on a table level. TableVolumeProfilingChecksSpec
availability The default configuration of the table availability data quality checks on a table level. TableAvailabilityProfilingChecksSpec
schema The default configuration of schema (column count and schema) data quality checks on a table level. TableSchemaProfilingChecksSpec
custom Dictionary of custom checks. The keys are check names within this category. CustomCheckSpecMap

DefaultMonthlyMonitoringColumnObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability monthly monitoring checks that will be detecting anomalies for all columns that are imported. This configuration of checks is copied to the list of enabled column level checks on all columns that are imported, for monthly monitoring checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
nulls The default configuration of column level checks that verify nulls and blanks. ColumnNullsMonthlyMonitoringChecksSpec
numeric The default configuration of column level checks that verify negative values. ColumnNumericMonthlyMonitoringChecksSpec
strings The default configuration of strings checks on a column level. ColumnStringsMonthlyMonitoringChecksSpec
uniqueness The default configuration of uniqueness checks on a column level. ColumnUniquenessMonthlyMonitoringChecksSpec
datetime The default configuration of datetime checks on a column level. ColumnDatetimeMonthlyMonitoringChecksSpec
pii The default configuration of Personal Identifiable Information (PII) checks on a column level. ColumnPiiMonthlyMonitoringChecksSpec
bool The default configuration of booleans checks on a column level. ColumnBoolMonthlyMonitoringChecksSpec
datatype The default configuration of datatype checks on a column level. ColumnDatatypeMonthlyMonitoringChecksSpec
anomaly The default configuration of anomaly checks on a column level. ColumnAnomalyMonthlyMonitoringChecksSpec
schema The default configuration of schema checks on a column level. ColumnSchemaMonthlyMonitoringChecksSpec
custom Dictionary of custom checks. The keys are check names within this category. CustomCheckSpecMap

DefaultDailyMonitoringTableObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability daily monitoring checks that will be detecting anomalies for all tables that are imported. This configuration of checks is copied to the list of enabled table level checks on all tables that are imported, for daily monitoring checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
volume The default configuration of volume data quality checks on a table level. TableVolumeDailyMonitoringChecksSpec
availability The default configuration of the table availability data quality checks on a table level. TableAvailabilityDailyMonitoringChecksSpec
schema The default configuration of schema (column count and schema) data quality checks on a table level. TableSchemaDailyMonitoringChecksSpec
custom Dictionary of custom checks. The keys are check names within this category. CustomCheckSpecMap

DefaultDailyMonitoringObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability daily monitoring checks that will be detecting anomalies for all columns and tables that are imported. This configuration of checks is copied to the list of enabled checks on all tables and columns that are imported, for daily monitoring checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
table The default configuration of daily monitoring checks on a table level. DefaultDailyMonitoringTableObservabilityCheckSettingsSpec
column The default configuration of daily monitoring checks on a column level. DefaultDailyMonitoringColumnObservabilityCheckSettingsSpec

DefaultMonthlyMonitoringObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability monthly monitoring checks that will be detecting anomalies for all columns and tables that are imported. This configuration of checks is copied to the list of enabled checks on all tables and columns that are imported, for monthly profiling checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
table The default configuration of monthly monitoring checks on a table level. DefaultMonthlyMonitoringTableObservabilityCheckSettingsSpec
column The default configuration of monthly monitoring checks on a column level. DefaultMonthlyMonitoringColumnObservabilityCheckSettingsSpec

DefaultProfilingObservabilityCheckSettingsSpec

The default configuration of checks that are enabled as data observability profiling checks that will be detecting anomalies for all columns and tables that are imported. This configuration of checks is copied to the list of enabled checks on all tables and columns that are imported, for profiling checks only.

The structure of this object is described below

 Property name   Description                       Data type   Enum values   Default value   Sample values 
table The default configuration of profiling checks on a table level. DefaultProfilingTableObservabilityCheckSettingsSpec
column The default configuration of profiling checks on a column level. DefaultProfilingColumnObservabilityCheckSettingsSpec