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Version: v12

Consumption View Reference

Column reference for every consumption view in your BrinqaDL dataset. Views are grouped by purpose, highest-value first.

Join views on numeric id columns (never uid); -1 is the Unknown sentinel; filter ARRAY<...> columns with 'value' IN UNNEST(col); every view carries _changed_at DATE for incremental pulls.

Core inventory

v_findings

All security findings pre-joined with definitions, assets, environments, and owners. Grain: one row per finding.

ColumnTypeDescription
idINT64Finding id (latest record for this uid)
uidSTRINGLogical finding identity - unique across v_findings.
finding_typeSTRINGFinding type (Vulnerability, Violation, Alert, etc.)
_source_tableSTRINGInternal source table tag.
displayNameSTRINGComputed name whose computation is handled by the child data model.
nameSTRINGName of the entity.
severitySTRINGFinding severity level
statusSTRINGFinding status
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
riskScoreFLOAT64Finding risk score
riskRatingSTRINGThe risk rating of this finding definition, on a scale between none and critical
complianceStatusSTRINGWhether or not this finding fulfilled the sla requirements
slaLevelSTRINGThe name of the associated sla level
slaFLOAT64The number of sla days this finding requires
daysToFixFLOAT64The number of days it took to close this finding
confidenceSTRINGThe level of certainty that this vulnerability exists.
connectorNamesARRAY<STRING>The collection of distinct connector names for the source model data sets.
connectorCategoriesARRAY<STRING>The collection of distinct connector categories for the source model data sets.
dataIntegrationTitlesARRAY<STRING>The collection of distinct data integration titles for the source model data sets.
deployment_modelsARRAY<STRING>Distinct deployment models (OnPrem/Cloud) derived from the finding's connectors via v_connectors. Empty array for AppSec-only / uncatalogued findings. Single-valued today (findings are 1-connector). Filter with 'OnPrem' IN UNNEST(deployment_models).
firstFoundTIMESTAMPTimestamp when the finding was first found.
lastFoundTIMESTAMPTimestamp when the finding was last found.
lastUpdatedTIMESTAMPLast modification date.
dateCreatedTIMESTAMPCreation date.
dueDateTIMESTAMPWhen this finding needs to be closed by to meet the sla requirement
portINT64The port number on the target host that is impacted by the brinqaFinding.
protocolSTRINGThe communication protocol for a given network service on the target host impacted by the brinqaFinding.
codeSnippetSTRINGThe section of code the static code finding was discovered in.
fileNameSTRINGName of the export file
methodSTRINGThe method the finding was found in.
pathSTRINGThe path to the resource.
urlSTRINGThe external link to the security advisory.
definition_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_finding_definitions on its id.
definition_nameSTRINGCVE/CWE definition name
definition_categorySTRINGThe category of the finding definition.
definition_severitySTRINGSeverity of the finding definition.
cveIdsARRAY<STRING>The CVE identifiers.
cvssV3BaseScoreFLOAT64The CVSS v3 base score.
is_kevBOOLTRUE if any linked CVE is in CISA's Known Exploited Vulnerabilities (KEV) catalog.
max_epss_scoreFLOAT64Highest normalized EPSS score across linked CVEs (0.0-1.0). Normalized: raw values >1 are treated as percentages and divided by 100.
max_cvssFLOAT64
cve_countINT64Count of related cve for this row.
asset_countINT64Count of related asset for this row.
asset_namesARRAY<STRING>Human-readable name(s) of the associated asset.
environment_idsARRAY<INT64>Array of related environment identifiers. Filter with 'value' IN UNNEST(col).
environment_namesARRAY<STRING>Human-readable name(s) of the associated environment.
asset_idINT64
asset_nameSTRINGRelated asset name
asset_display_nameSTRINGHuman-readable name(s) of the associated asset display.
asset_typeSTRINGAsset type (Host, ContainerImage, etc.)
asset_statusSTRINGStatus of the asset.
asset_risk_scoreFLOAT64
environment_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_environments on its id.
environment_nameSTRINGEnvironment name for the asset
finding_type_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_finding_types on its id.
finding_type_nameSTRINGHuman-readable name(s) of the associated finding type.
finding_profile_idsARRAY<INT64>Array of related finding profile identifiers. Filter with 'value' IN UNNEST(col).
finding_profile_namesARRAY<STRING>Human-readable name(s) of the associated finding profile.
affected_technology_idsARRAY<INT64>Array of related affected technology identifiers. Filter with 'value' IN UNNEST(col).
affected_technology_namesARRAY<STRING>Human-readable name(s) of the associated affected technology.
informed_user_idsARRAY<INT64>Array of related informed user identifiers. Filter with 'value' IN UNNEST(col).
informed_user_namesARRAY<STRING>Human-readable name(s) of the associated informed user.
risk_factorsARRAY<STRUCT<id INT64, name STRING, value FLOAT64, reason STRING, icon STRING, riskFactorVersion STRING>>Risk factors contributing to the finding's score - array of {id, name, value, reason, icon, riskFactorVersion} structs.
cwe_idsARRAY<INT64>Array of related cwe identifiers. Filter with 'value' IN UNNEST(col).
cwe_uidsARRAY<STRING>Array of related cwe identifiers. Filter with 'value' IN UNNEST(col).
cwe_namesARRAY<STRING>Human-readable name(s) of the associated cwe.
attack_technique_idsARRAY<INT64>Array of related attack technique identifiers. Filter with 'value' IN UNNEST(col).
attack_technique_uidsARRAY<STRING>Array of related attack technique identifiers. Filter with 'value' IN UNNEST(col).
attack_technique_namesARRAY<STRING>Human-readable name(s) of the associated attack technique.
risk_owner_idINT64FK → v_owner_details (risk owner). Join: v_owner_details.owner_id.
remediation_owner_idINT64FK → v_owner_details (remediation owner).
risk_scoring_model_idINT64FK → v_risk_scoring_models.
status_config_model_idINT64FK → v_status_config_models.
sla_definition_idINT64FK → v_sla_definitions.
lastFixedTIMESTAMP
extendedDueDateTIMESTAMPExtended remediation due date.
risk_ownerSTRINGRisk owner display name
risk_owner_typeSTRING
remediation_ownerSTRINGRemediation owner display name
remediation_owner_typeSTRING
exception_request_idINT64id of the finding's most-recently-updated ExceptionRequest (v_request_details); NULL if the finding has no exception.
exception_nameSTRINGName of that ExceptionRequest; NULL if none.
exception_statusSTRINGStatus of that ExceptionRequest; NULL if none.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).
_row_hashINT64Internal change-detection hash. Ignore.

v_assets

Current asset inventory with owner details. Grain: one row per asset.

ColumnTypeDescription
idINT64Asset id
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGComputed name whose computation is handled by the child data model.
asset_typeSTRINGAsset type (Host, ContainerImage, Application, etc.)
statusSTRINGAsset status
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
riskScoreFLOAT64Asset risk score
riskRatingSTRINGThe risk score of this asset, on a scale between none and critical
complianceStatusSTRINGThe compliance status of the asset.
cloudProviderSTRINGThe name of cloud provider providing the resource.
cloudInstanceIdSTRINGThe unique identifier the cloud provider has given this host.
resourceTypeSTRINGThe name of resource type providing the resource.
osSTRINGThe full operating system of the host.
tagsARRAY<STRING>A label to help identify or track assets.
projectsARRAY<STRING>
categoriesARRAY<STRING>The categories of the entity.
connectorNamesARRAY<STRING>The collection of distinct connector names for the source model data sets.
connectorCategoriesARRAY<STRING>The collection of distinct connector categories for the source model data sets.
dataIntegrationTitlesARRAY<STRING>The collection of distinct data integration titles for the source model data sets.
deployment_modelsARRAY<STRING>Distinct deployment models (OnPrem/Cloud) derived from the asset's connectors via v_connectors. Empty array for AppSec-only / uncatalogued / no-connector assets. Filter with 'OnPrem' IN UNNEST(deployment_models).
firstSeenTIMESTAMPTimestamp when this record was first seen.
lastSeenTIMESTAMPTimestamp when this record was last seen.
lastAssessedTIMESTAMPLast assessment timestamp
dateCreatedTIMESTAMPCreation date.
lastUpdatedTIMESTAMPLast modification date.
asset_type_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_asset_types on its id.
asset_type_nameSTRINGHuman-readable name(s) of the associated asset type.
asset_profile_idsARRAY<INT64>Array of related asset profile identifiers. Filter with 'value' IN UNNEST(col).
asset_profile_namesARRAY<STRING>Human-readable name(s) of the associated asset profile.
asset_technology_idsARRAY<INT64>Array of related asset technology identifiers. Filter with 'value' IN UNNEST(col).
asset_technology_namesARRAY<STRING>Human-readable name(s) of the associated asset technology.
os_family_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_os_families on its id.
os_family_nameSTRINGHuman-readable name(s) of the associated os family.
informed_user_idsARRAY<INT64>Array of related informed user identifiers. Filter with 'value' IN UNNEST(col).
informed_user_namesARRAY<STRING>Human-readable name(s) of the associated informed user.
business_service_namesARRAY<STRING>Human-readable name(s) of the associated business service.
business_service_owner_namesARRAY<STRING>Human-readable name(s) of the associated business service owner.
image_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to the corresponding dimension view on its id.
image_nameSTRINGHuman-readable name(s) of the associated image.
environment_idsARRAY<INT64>Array of related environment identifiers. Filter with 'value' IN UNNEST(col).
environment_namesARRAY<STRING>Human-readable name(s) of the associated environment.
environment_idINT64Scalar FK → v_environments - first environment id at the latest snapshot, consistent with environment_ids.
risk_owner_idINT64FK → v_owner_details for the asset's risk owner cluster
remediation_owner_idINT64FK → v_owner_details for the asset's remediation owner cluster
risk_scoring_model_idINT64FK → v_risk_scoring_models
status_config_model_idINT64FK → v_status_config_models
sla_definition_idINT64FK → v_sla_definitions
host_idINT64FK → v_assets for the parent Host (ContainerImage type only)
host_image_idINT64Foreign key to the associated HostImage asset (numeric). -1 is the Unknown sentinel; join to v_assets on its id.
cloud_account_idINT64Customers with a CloudAccount custom model carry a live FK; unmatched assets carry -1 (never-NULL-FK sentinel). Customers without the model always carry CAST(NULL AS INT64).
external_facingBOOLTRUE when the asset has any canonical public-internet signal (publiclyAccessible, non-empty publicIpAddresses, or publicDnsName). Always FALSE (never NULL) via COALESCE.
owner_countINT64Count of related owner for this row.
owner_namesSTRINGHuman-readable name(s) of the associated owner.
owner_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_owner_details on its id.
owner_nameSTRING
ownerTypeSTRINGOwner type (Person, Team, etc.)
ipAddressesARRAY<STRING>All IP addresses for the asset (from v_assets; populated on the Host subtype only - other asset subtypes emit []). Empty array if none.
publicIpAddressesARRAY<STRING>Public IP addresses (from v_assets; Host subtype only). Empty array if none.
privateIpAddressesARRAY<STRING>Private IP addresses (from v_assets; Host subtype only). Empty array if none.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_tickets

All remediation tickets with linked-finding counts.

ColumnTypeDescription
idINT64Ticket id
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGComputed name whose computation is handled by the child data model.
ticket_typeSTRINGTicket type (VulnerabilityTicket, ViolationTicket, etc.)
_source_tableSTRINGInternal source table tag.
statusSTRINGTicket status
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
riskScoreFLOAT64The maximum risk score of findings in ticket
riskRatingSTRINGThe risk rating of the finding with the greatest risk score in the ticket
complianceStatusSTRINGWhether or not this ticket fulfilled the SLA requirements
slaLevelSTRINGThe name of the associated sla level
slaFLOAT64The number of sla days this ticket requires
daysToFixFLOAT64The number of days it took to close this finding
progressFLOAT64The percentage of source findings closed
dateCreatedTIMESTAMPTicket creation date
dueDateTIMESTAMPWhen this ticket needs to be closed by to meet the SLA requirement
dateClosedTIMESTAMPTicket closure date
lastUpdatedTIMESTAMPLast modification date.
sprint_idINT64Sprint FK (from v_tickets; NULL when ticket has no sprint)
linked_finding_countINT64Number of findings linked to this ticket
finding_idsARRAY<INT64>
asset_idsARRAY<INT64>
environment_idINT64FK to v_environments; NULL when no environment association; correlated with environment_name via single STRUCT pick
environment_nameSTRINGHuman-readable name(s) of the associated environment.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

Risk and compliance KPIs

v_risk_summary

Findings summarized by type, severity, and statusCategory, with affected-asset counts.

ColumnTypeDescription
environment_nameSTRINGHuman-readable name(s) of the associated environment.
finding_typeSTRINGFinding type (dataModelName)
severitySTRINGSeverity level
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
finding_countINT64Number of findings
avg_risk_scoreFLOAT64Average risk score
affected_assetsINT64Approximate count of distinct affected assets
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_compliance_posture

Finding counts by severity and statusCategory with pre-computed category rates.

ColumnTypeDescription
environment_nameSTRINGEnvironment name
severitySTRINGSeverity level (NULL group exists for findings without severity)
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
finding_countINT64Number of findings in this category
total_countINT64Total findings across all categories for this severity
category_rateFLOAT64Ratio of finding_count to total_count (0.0 to 1.0)
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_mttr_sla

Mean-time-to-remediate and SLA attainment by severity, status, and SLA definition, over rolling windows.

ColumnTypeDescription
remediation_dateDATE
window_daysINT64
entity_typeSTRING
severity_bucketINT64
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
dataModelNameSTRINGThe name of the most specific data model for this data set.
slaDefinitionNameSTRING
sla_definition_idINT64FK → v_sla_definitions (-1 sentinel when no SLA definition applies).
complianceStatusSTRINGWhether or not this finding fulfilled the sla requirements
remediated_countINT64Count of related remediated for this row.
sum_mttr_daysINT64
cnt_mttr_daysINT64
within_sla_countINT64Count of related within sla for this row.
cnt_slaINT64
avg_mttr_daysFLOAT64
pct_within_slaFLOAT64
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_mttr_sla_by_env

Mean-time-to-remediate and SLA attainment broken out by environment.

ColumnTypeDescription
remediation_dateDATE
window_daysINT64
environment_nameSTRINGHuman-readable name(s) of the associated environment.
environment_idINT64FK → v_environments - numeric companion to environment_name. NULL when no environment association (the '(no environment)' sentinel carries NULL here, not -1).
severity_bucketINT64
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
dataModelNameSTRINGThe name of the most specific data model for this data set.
slaDefinitionNameSTRING
sla_definition_idINT64FK → v_sla_definitions (-1 sentinel when no SLA definition applies).
complianceStatusSTRINGWhether or not this finding fulfilled the sla requirements
remediated_countINT64Count of related remediated for this row.
sum_mttr_daysINT64
cnt_mttr_daysINT64
within_sla_countINT64Count of related within sla for this row.
cnt_slaINT64
avg_mttr_daysFLOAT64
pct_within_slaFLOAT64
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_coverage_gaps

Assets never scanned or not scanned in 30+ days.

ColumnTypeDescription
idINT64Asset id
nameSTRINGName of the entity.
displayNameSTRINGComputed name whose computation is handled by the child data model.
asset_typeSTRINGAsset type (Host, ContainerImage, etc.)
statusSTRINGAsset status
lastAssessedTIMESTAMPLast assessment timestamp (NULL if never scanned)
days_since_scanINT64Days since last assessment (NULL if never scanned)
environment_idINT64FK to v_environments; NULL when no environment association; correlated with environment_name via single STRUCT pick
environment_nameSTRINGHuman-readable name(s) of the associated environment.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_findings_daily

Daily open finding inventory by environment, type, severity, and compliance. Snapshot counts, not deltas.

ColumnTypeDescription
snapshot_dateDATEDate of the inventory snapshot
environment_nameSTRINGEnvironment name
environment_idINT64FK → v_environments - environment id for the snapshot grain. NULL when no environment association. Forward-only: historical partitions written before the deploy carry NULL; only partitions written after deploy are populated.
dataModelNameSTRINGFinding data model name
severity_bucketINT64Integer severity bucket (FLOOR of raw CVSS-like float)
riskRatingSTRINGRisk rating
complianceStatusSTRINGCompliance status
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
lifecycleStatusSTRINGLifecycle status (active, inactive, na)
statusSTRINGCurrent status of the finding
slaLevelSTRINGSLA compliance level
cisaDueDateExpiredBOOLWhether the CISA due date has expired
finding_countINT64Finding count for this dimension group
avg_risk_scoreFLOAT64Average risk score for the group
avg_base_risk_scoreFLOAT64Average base risk score for the group
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_findings_trend

Finding inventory trends at daily, weekly, and monthly granularity. Always filter granularity.

ColumnTypeDescription
granularitySTRINGTime granularity: 'daily', 'weekly', or 'monthly'
period_dateDATEStart date for the period (day, week Monday, or month start)
environment_nameSTRINGEnvironment name (e.g. Production, Staging)
environment_idINT64FK → v_environments - environment id for the trend grain. NULL when no environment association. Forward-only: historical rows written before the deploy carry NULL.
finding_typeSTRINGFinding data model name (e.g. Vulnerability, Violation)
severity_bucketINT64Integer severity bucket (FLOOR of raw CVSS-like float)
riskRatingSTRINGRisk rating
complianceStatusSTRINGCompliance status
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
lifecycleStatusSTRINGLifecycle status (active, inactive, na)
statusSTRINGCurrent status of the finding
slaLevelSTRINGSLA compliance level
cisaDueDateExpiredBOOLWhether the CISA due date has expired
finding_countINT64Finding count for this dimension group
avg_risk_scoreFLOAT64Average risk score for the group
avg_base_risk_scoreFLOAT64Average base risk score for the group
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_findings_by_org_trend

Finding trends broken out by organizational dimension at daily/weekly/monthly granularity. A finding linked to multiple organizational units is counted once per unit, so per-unit counts can sum to more than the overall total; don't reconcile against v_findings_trend.

ColumnTypeDescription
granularitySTRINGTime granularity: 'daily', 'weekly', or 'monthly'
period_dateDATEStart date for the period (day, week Monday, or month start)
wbdL2NameSTRINGOrg layer 2 name (e.g. business division)
wbdL3NameSTRINGOrg layer 3 name (e.g. department)
wbdL4NameSTRINGOrg layer 4 name
wbdL5NameSTRINGOrg layer 5 name
wbdL6NameSTRINGOrg layer 6 name (cloud account / leaf)
severity_bucketINT64Integer severity bucket (FLOOR of raw CVSS-like float)
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
finding_countINT64Finding count for this org/period/severity/status group
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_changes_daily

Daily NEW/CHANGED/UNSEEN counts across findings, assets, tickets, and owners. Always filter entity_type.

ColumnTypeDescription
entity_typeSTRINGEntity type: 'finding', 'asset', 'ticket', or 'owner'
change_dateDATEDate of the state changes
environment_nameSTRINGEnvironment name (finding + asset only, NULL for ticket/owner)
environment_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_environments on its id.
dataModelNameSTRINGEntity data model name
severitySTRINGSeverity level (finding only, NULL for others)
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
new_countINT64Entities that appeared (NEW event type)
changed_countINT64Entities with state changes (CHANGED event type)
unseen_countINT64Entities no longer seen (UNSEEN event type)
status_transitioned_countINT64Count of findings/tickets that transitioned to a different statusCategory
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_changes_weekly

Weekly change counts across findings, tickets, and owners (ISO weeks; no asset rows).

ColumnTypeDescription
entity_typeSTRINGEntity type: 'finding', 'ticket', or 'owner'
change_weekDATEWeek start date (Monday)
environment_nameSTRINGEnvironment name (finding only, NULL for ticket/owner)
environment_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_environments on its id.
dataModelNameSTRINGEntity data model name
severitySTRINGSeverity level (finding only, NULL for others)
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
new_countINT64Entities that appeared during the week
changed_countINT64Entities with state changes during the week
unseen_countINT64Entities no longer seen during the week
status_transitioned_countINT64Count of findings/tickets that transitioned to a different statusCategory during the week
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_status_transitions

Daily counts of findings that changed statusCategory.

ColumnTypeDescription
transition_dateDATEDate the status transition was detected
environment_nameSTRINGEnvironment name
environment_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_environments on its id.
dataModelNameSTRINGFinding data model name
severitySTRINGSeverity level
statusSTRINGCurrent status value after transition
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
prev_statusCategorySTRINGPrevious statusCategory before transition
transition_countINT64Count of findings that transitioned
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

History and time travel

v_finding_history

Time-travel event log for reconstructing finding state at any past date. A filter on event_date is required.

ColumnTypeDescription
event_dateDATEDate the event was recorded
event_typeSTRINGType of state change: NEW, CHANGED, or UNSEEN
idINT64Finding ID (numeric)
finding_typeSTRINGFinding data model name (e.g. Vulnerability, Violation)
statusSTRINGFinding status at time of event
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
severitySTRINGSeverity level at time of event
riskScoreFLOAT64Calculated risk score at time of event
baseRiskScoreFLOAT64The risk score without any risk factors applied
riskRatingSTRINGRisk score bucketed into a label
complianceStatusSTRINGCompliance status at time of event
slaLevelSTRINGThe name of the associated sla level
firstFoundTIMESTAMPTimestamp when the finding was first found.
lastFoundTIMESTAMPTimestamp when the finding was last found.
definition_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_finding_definitions on its id.
definition_nameSTRINGCVE/CWE definition display name
definition_categorySTRINGThe category of the finding definition.
definition_severitySTRINGSeverity of the finding definition.
asset_countINT64Count of related asset for this row.
asset_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_assets on its id.
asset_nameSTRINGName of the affected asset
asset_typeSTRINGAsset data model name (e.g. Host, Container)
environment_idINT64FK to v_environments; NULL when no environment association; correlated with environment_name via single STRUCT pick
environment_nameSTRINGHuman-readable name(s) of the associated environment.
risk_owner_idINT64FK to v_owner_details for the risk owner (-1 sentinel when none)
remediation_owner_idINT64FK to v_owner_details for the remediation owner (-1 sentinel when none)
risk_ownerSTRINGRisk owner display name
remediation_ownerSTRINGRemediation owner display name
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_history

Time-travel event log for reconstructing asset state at any past date. A filter on event_date is required.

ColumnTypeDescription
event_dateDATEDate the event was recorded
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).
event_typeSTRINGType of state change: NEW, CHANGED, or UNSEEN
idINT64Asset ID (numeric)
asset_typeSTRINGAsset type (Host, ContainerImage, Application, etc.)
statusSTRINGAsset status at time of event
riskScoreFLOAT64Risk score at time of event
riskRatingSTRINGRisk rating label at time of event
complianceStatusSTRINGCompliance status at time of event
lastSeenTIMESTAMPTimestamp when this record was last seen.
lastAssessedTIMESTAMPLast assessment timestamp at time of event
firstSeenTIMESTAMPTimestamp when this record was first seen.
lastUpdatedTIMESTAMPLast modification date.
environment_idINT64FK → v_environments - first environment id for the asset. NULL when no environment association.
environment_nameSTRINGHuman-readable name(s) of the associated environment.
risk_owner_idINT64FK → v_owner_details for the asset's risk owner (-1 sentinel when none).
remediation_owner_idINT64FK → v_owner_details for the asset's remediation owner (-1 sentinel when none).
risk_ownerSTRINGRisk owner display name
remediation_ownerSTRINGRemediation owner display name

v_asset_owner_history

Daily snapshots of asset-owner links. A snapshot_date filter is required.

ColumnTypeDescription
snapshot_dateDATEDate of the bridge snapshot
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).
asset_idINT64Asset ID (numeric)
owner_idINT64Owner ID (numeric)
asset_nameSTRINGAsset display name at current state
asset_statusSTRINGStatus of the asset.
asset_riskScoreFLOAT64The risk score of this asset, on a scale between 1-10
asset_riskRatingSTRINGThe risk score of this asset, on a scale between none and critical
owner_nameSTRINGOwner display name at current state
ownerTypeSTRINGOwner type (Person, Team, RemediationOwner, RiskOwner, User)

v_finding_asset_history

Daily snapshots of finding-asset links. A snapshot_date filter is required.

ColumnTypeDescription
snapshot_dateDATEDate of the bridge snapshot
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).
finding_idINT64Finding ID (numeric)
asset_idINT64Asset ID (numeric)
definition_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_finding_definitions on its id.
severitySTRINGFinding severity at current state
statusSTRINGFinding status at current state
riskRatingSTRINGFinding risk rating at current state
dataModelNameSTRINGFinding type (e.g. Vulnerability, Misconfiguration)
asset_nameSTRINGAsset display name at current state
asset_typeSTRINGAsset type (e.g. Host, Application)

Threat intelligence

v_cve_details

Per-(finding, CVE) drilldown with full CVSS v2/v3 vectors, threat intel, and CVE catalog metadata.

ColumnTypeDescription
finding_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_findings on its id.
finding_nameSTRINGHuman-readable name(s) of the associated finding.
severitySTRINGSeverity of the CVE.
riskRatingSTRINGThe risk rating of this finding definition, on a scale between none and critical
dataModelNameSTRINGThe name of the most specific data model for this data set.
statusSTRINGStatus of the finding
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
cve_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_cve on its id.
cve_uidSTRINGStable logical identifier of the related cve. Join on the corresponding id column, not this one.
cve_nameSTRINGHuman-readable name(s) of the associated cve.
cvssV2BaseScoreFLOAT64The CVSS v2 base score.
cvssV3BaseScoreFLOAT64The CVSS v3 base score.
cvssV3AttackVectorSTRINGThe CVSS v3 attack vector.
cvssV3AttackComplexitySTRINGThe CVSS v3 attack complexity.
cvssV3PrivilegesRequiredSTRINGThe CVSS v3 privileges required.
cvssV3UserInteractionSTRINGThe CVSS v3 user interaction.
cvssV3ConfidentialityImpactSTRINGThe CVSS v3 confidentiality impact.
cvssV3IntegrityImpactSTRINGThe CVSS v3 integrity impact.
cvssV3AvailabilityImpactSTRINGThe CVSS v3 availability impact.
cvssV3ExploitCodeMaturitySTRINGThe CVSS v3 exploit code maturity.
cvssV3RemediationLevelSTRINGThe CVSS v3 remediation level.
cvssV3ReportConfidenceSTRINGThe CVSS v3 report confidence.
cvssV3BaseVectorSourceSTRING
cvssV3TemporalVectorSourceSTRING
cvssV2AccessVectorSTRINGThe CVSS v2 access vector.
cvssV2AccessComplexitySTRINGThe CVSS v2 access complexity.
cvssV2AuthenticationSTRINGThe CVSS v2 authentication.
cvssV2ConfidentialityImpactSTRINGThe CVSS v2 confidentiality impact.
cvssV2IntegrityImpactSTRINGThe CVSS v2 integrity impact.
cvssV2AvailabilityImpactSTRINGThe CVSS v2 availability impact.
cvssV2ExploitabilitySTRINGThe CVSS v2 exploitability.
cvssV2RemediationLevelSTRINGThe CVSS v2 remediation level.
cvssV2ReportConfidenceSTRINGThe CVSS v2 report confidence.
cvssV2BaseVectorSourceSTRING
cvssV2TemporalVectorSourceSTRING
exploitsARRAY<STRING>The known exploits for this vulnerability in various databases such as Exploit-DB, Metasploit, Core Security, etc.
malwareARRAY<STRING>The associated malware information for this vulnerability.
firstReportedThreatActorTIMESTAMP
lastReportedThreatActorTIMESTAMP
knownActiveRansomwareCampaignSTRING
affectedARRAY<STRING>Provides information about the set of products, software packages and services affected by this vulnerability.
cve_descriptionSTRINGAn extended description of the entity.
daysToFirstDetectionFLOAT64The number of days between the definition being published and the first found of any finding associated with this CVE.
cve_lifecycle_statusSTRING
cve_categoriesARRAY<STRING>The categories of the entity.
cve_tagsARRAY<STRING>A label to help identify or track weaknesses.
cve_aliasSTRINGNickname or alias for the CVE.
cve_referencesARRAY<STRING>Links to external references.
cve_base_risk_scoreFLOAT64
cve_number_out_of_complianceINT64
cve_risk_factor_offsetFLOAT64
cve_connector_namesARRAY<STRING>Human-readable name(s) of the associated cve connector.
cve_connector_categoriesARRAY<STRING>
cve_data_integration_titlesARRAY<STRING>
cve_source_uidsARRAY<STRING>Array of related cve source identifiers. Filter with 'value' IN UNNEST(col).
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_threat_intel

Findings enriched with CWE weaknesses and MITRE ATT&CK techniques and tactics.

ColumnTypeDescription
finding_idINT64Finding id
finding_uidSTRINGStable logical identifier of the related finding. Join on the corresponding id column, not this one.
finding_typeSTRINGThe type of the finding.
severitySTRINGSeverity rating of the finding.
riskRatingSTRINGThe risk rating of this finding definition, on a scale between none and critical
statusSTRINGStatus of the finding
statusCategorySTRINGStatus category. Values are specific to your deployment's configuration; confirm your own values (for example, SELECT DISTINCT statusCategory) before filtering. Works well as a GROUP BY dimension.
definition_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_finding_definitions on its id.
cwe_idsARRAY<INT64>Array of related cwe identifiers. Filter with 'value' IN UNNEST(col).
cwe_uidsARRAY<STRING>Array of related cwe identifiers. Filter with 'value' IN UNNEST(col).
cwe_namesARRAY<STRING>Human-readable name(s) of the associated cwe.
attack_technique_idsARRAY<INT64>Array of related attack technique identifiers. Filter with 'value' IN UNNEST(col).
attack_technique_uidsARRAY<STRING>Array of related attack technique identifiers. Filter with 'value' IN UNNEST(col).
attack_technique_namesARRAY<STRING>Human-readable name(s) of the associated attack technique.
attack_tactic_idsARRAY<INT64>Array of related attack tactic identifiers. Filter with 'value' IN UNNEST(col).
attack_tactic_uidsARRAY<STRING>Array of related attack tactic identifiers. Filter with 'value' IN UNNEST(col).
attack_tactic_namesARRAY<STRING>Human-readable name(s) of the associated attack tactic.
attack_pattern_idsARRAY<INT64>Array of related attack pattern identifiers. Filter with 'value' IN UNNEST(col).
attack_pattern_uidsARRAY<STRING>Array of related attack pattern identifiers. Filter with 'value' IN UNNEST(col).
attack_pattern_namesARRAY<STRING>Human-readable name(s) of the associated attack pattern.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_cve_products

Maps each CVE to the products (CPEs) it affects.

ColumnTypeDescription
cve_idINT64CVE record id
cve_uidSTRINGStable logical identifier of the related cve. Join on the corresponding id column, not this one.
cve_nameSTRINGHuman-readable name(s) of the associated cve.
cve_display_nameSTRINGHuman-readable name(s) of the associated cve display.
cpe_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_cpe on its id.
cpe_uidSTRINGStable logical identifier of the related cpe. Join on the corresponding id column, not this one.
cpe_nameSTRINGHuman-readable name(s) of the associated cpe.
cpe_partSTRINGRepresents the type of the cpe. "a" means application, "o" means operating system, and "h" means hardware device.
cpe_vendorSTRINGThe person or organization that manufactured or created the product.
cpe_productSTRINGThe most common and recognizable title or name of the product.
cpe_product_versionSTRING
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_cve

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
severitySTRINGSeverity of the CVE.
riskRatingSTRINGThe risk rating of this finding definition, on a scale between none and critical
cvssV3BaseScoreFLOAT64The CVSS v3 base score.
epssScoreFLOAT64The probability [0-100] of exploitation in the wild in the next 30 days (following score publication).
cisaExploitedBOOLIndicates that CVE is reported as exploitable by CISA.
publishedDateTIMESTAMPThe timestamp (in milliseconds since epoch) when NIST published the CVE.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_cwe

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
abstractionSTRING
riskRatingSTRINGThe risk rating of this finding definition, on a scale between none and critical
descriptionSTRINGA extended description of the entity.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_cpe

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
partSTRINGRepresents the type of the cpe. "a" means application, "o" means operating system, and "h" means hardware device.
vendorSTRINGThe person or organization that manufactured or created the product.
productSTRINGThe most common and recognizable title or name of the product.
productVersionSTRINGThe vendor-specific alphanumeric text characterizing the particular release version of the product.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_eol_advisories

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
productSTRINGIdentifies the person or organization that manufactured or created the package.
vendorSTRINGIdentifies the person or organization that manufactured or created the package.
eolDateDATE
isEolBOOL
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

Business context and people

v_business_services

Business-service inventory with criticality, risk, ownership, and supporting-asset counts.

ColumnTypeDescription
idINT64BusinessService id
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
criticalitySTRINGCriticality of this business service to the goals of the business unit.
lifecycleStatusSTRINGThe status controlled by data integration lifecycle that determines when a data set will age out of the system.
riskScoreFLOAT64The risk score of this asset, on a scale between 1-10
riskRatingSTRINGThe risk score of this asset, on a scale between none and critical
complianceStatusSTRINGThe compliance status of the asset.
owner_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_owner_details on its id.
owner_nameSTRINGHuman-readable name(s) of the associated owner.
owner_typeSTRINGThe asset type cluster this person belongs in.
asset_countINT64Count of related asset for this row.
asset_namesARRAY<STRING>Human-readable name(s) of the associated asset.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_owner_details

Per-owner contact, security posture (MFA, auth method), and login activity.

ColumnTypeDescription
owner_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_owner_details on its id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
nameSTRINGName of the entity.
dataModelNameSTRINGThe name of the most specific data model for this data set.
emailSTRINGThe email of the user.
fullNameSTRINGThe full name of the user.
locationSTRINGPhysical or organizational location associated with this record.
managedBySTRINGIf the data set is managed by the system or users
categorySTRINGThe category of the cluster type.
activeBOOLSpecifies whether the user is active or inactive.
hasInactiveMembersBOOLA flag to check if the informed user cluster has any inactive members associated to them.
lastLoginTIMESTAMPThe last time user successfully logged in.
lastFailedLoginTIMESTAMPThe last time user login failed.
authMethodSTRINGThe authentication method configured for the user.
mfaEnforcementSTRINGMFA enforced by security policy.
mfaStatusSTRINGMFA status of the user.
browserSTRINGLast web browser used by the user.
userAgentSTRINGWeb client user-agent for the user.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_persons

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
asset_type_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_asset_types on its id.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_request_details

Per-request workflow audit: submitted/approved/rejected/canceled dates plus justification and evidence.

ColumnTypeDescription
request_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_request_details on its id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
nameSTRINGName of the entity.
dataModelNameSTRINGThe name of the most specific data model for this data set.
statusSTRINGThe status of the request.
dateCreatedTIMESTAMPCreation date.
dateLastSubmittedTIMESTAMPWhen this request was last submitted for review
dateLastApprovedTIMESTAMPWhen this request was last approved
dateLastRejectedTIMESTAMPWhen this request was last rejected
dateLastCanceledTIMESTAMPWhen this request was last canceled
exceptionRequestDateTIMESTAMPHow long the submitter is requesting to complete the remediation of the associated findings.
justificationSTRINGThe reason for the request.
evidenceSTRINGEvidence supporting the request
feedbackSTRINGReviewer feedback to the submitter
bqlQuerySTRINGThe query of the targets associated with this request.
riskScoreFLOAT64The risk score of this request, on a scale between 1-10
riskRatingSTRINGThe risk rating of this request, on a scale between none and critical
baseRiskScoreFLOAT64The risk score without any risk factors applied
riskFactorOffsetFLOAT64The positive or negative-sum of the applicable risk factors
complianceStatusSTRINGThe compliance status of the request.
numberOutOfComplianceINT64The number of findings associated with this request out of compliance
categoriesARRAY<STRING>The categories of the target entity.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_sprints

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGThe name of an individual sprint within a sprint group.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
statusSTRINGSprint status
startedDateTIMESTAMPThe starting date for a sprint.
endedDateTIMESTAMPThe ending date for a sprint.
groupNameSTRINGThe name of the series of sprints generated by the ticket automation.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

Connectors and sources

v_connectors

Scanner/connector catalog: name, deployment model, category, aliases. Join by name against connectorNames arrays.

ColumnTypeDescription
connector_nameSTRINGHuman-readable name(s) of the associated connector.
deployment_modelSTRING
connector_categorySTRING
aliasesSTRING
notesSTRING
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_source_models

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
connectorNameSTRINGName of the connector this entity was sourced from.
connectorCategorySTRINGCategory of the connector this entity was sourced from.
dataIntegrationTitleSTRINGTitle of the data integration this entity was sourced from.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

Reference catalogs

v_assessments

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
statusSTRINGThe normalized status of the assessment
complianceStatusSTRINGThe compliance status of the asset.
riskRatingSTRINGThe risk score of this asset, on a scale between none and critical
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_affected_technologies

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the technology.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_domains

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_profiles

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the profile.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_technologies

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the technology.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_types

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the profile.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_attack_mitigations

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
domainSTRING
summarySTRINGA summary or short description of the entity.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_attack_patterns

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
abstractionSTRING
likelihoodOfAttackSTRING
typicalSeveritySTRING
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_attack_tactics

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
domainSTRING
urlSTRINGThe external link to the security advisory.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_attack_techniques

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the entity, e.g. a person's preferred name or host fqdn.
dataModelNameSTRINGThe name of the most specific data model for this data set.
domainSTRING
urlSTRINGThe external link to the security advisory.
summarySTRINGA summary or short description of the entity.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_cloud_accounts

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
cloudAccountIdSTRINGThe id of the account this host was deployed with.
cloudProviderSTRINGThe name of cloud provider providing the resource.
owner_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_owner_details on its id.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_environments

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the environment.
dataModelNameSTRINGThe name of the most specific data model for this data set.
categorySTRINGThe category of the cluster type.
descriptionSTRINGA extended description of the entity.
activeBOOLSpecifies whether the user is active or inactive.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_finding_definitions

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGComputed name whose computation is handled by the child data model.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_source_tableSTRINGInternal source table tag.
severitySTRINGSeverity of the finding definition.
riskRatingSTRINGThe risk rating of this finding definition, on a scale between none and critical
cveIdsARRAY<STRING>The CVE identifiers.
exploitsExistsBOOL
exploitedInTheWildBOOL
finding_type_idINT64Foreign key (numeric). -1 is the Unknown sentinel. Join to v_finding_types on its id.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_finding_profiles

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the profile.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_finding_types

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the environment.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_os_families

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the profile.
dataModelNameSTRINGThe name of the most specific data model for this data set.
manufacturerSTRINGThe manufacturer of the operating system
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_risk_factors

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the riskFactor.
dataModelNameSTRINGThe name of the most specific data model for this data set.
valueFLOAT64A positive or a negative number for the risk score adjustment.
reasonSTRINGJustification or explanation of the value used for adjustment.
iconSTRINGAn icon representing this risk factor.
riskFactorVersionSTRINGThe version of the risk factors being used for risk scoring.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_risk_levels

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName to identify the rating level.
descriptionSTRINGDescription for the rating level.
fromValueFLOAT64The lowest value that will make apply this rating level.
toValueFLOAT64The highest value that will make apply this rating level.
orderINT64Order related with the rating level. Used for UI concern.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_risk_scoring_models

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the environment.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_service_levels

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
activeBOOLSpecifies whether the user is active or inactive.
dateCreatedTIMESTAMPCreation date.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_sla_definitions

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the slaDefinition.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_status_config_models

ColumnTypeDescription
idINT64Primary key. Join to related views on this numeric id.
uidSTRINGStable logical identity string. Join on numeric id, not uid.
nameSTRINGName of the entity.
displayNameSTRINGDisplay name of the environment.
dataModelNameSTRINGThe name of the most specific data model for this data set.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

Association views (one row per relationship)

v_asset_application

ColumnTypeDescription
asset_idINT64FK to v_assets (the asset endpoint)
asset_nameSTRINGHuman-readable name(s) of the associated asset.
application_idINT64FK to v_assets (the application endpoint - Application rows live in v_assets)
application_nameSTRINGHuman-readable name(s) of the associated application.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_business_service

ColumnTypeDescription
asset_idINT64FK to v_assets
asset_nameSTRINGHuman-readable name(s) of the associated asset.
business_service_idINT64FK to v_business_services
business_service_nameSTRINGHuman-readable name(s) of the associated business service.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_domain

ColumnTypeDescription
asset_idINT64FK to v_assets
asset_nameSTRINGHuman-readable name(s) of the associated asset.
asset_domain_idINT64
asset_domain_nameSTRINGHuman-readable name(s) of the associated asset domain.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_environment

ColumnTypeDescription
asset_idINT64FK to v_assets
asset_nameSTRINGHuman-readable name(s) of the associated asset.
environment_idINT64FK to v_environments
environment_nameSTRINGHuman-readable name(s) of the associated environment.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_informed_user

ColumnTypeDescription
asset_idINT64FK to v_assets
asset_nameSTRINGHuman-readable name(s) of the associated asset.
owner_idINT64FK to v_owner_details
owner_nameSTRINGHuman-readable name(s) of the associated owner.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_owner

ColumnTypeDescription
asset_idINT64FK to v_assets
asset_nameSTRINGHuman-readable name(s) of the associated asset.
owner_idINT64FK to v_owner_details
owner_nameSTRINGHuman-readable name(s) of the associated owner.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_profile

ColumnTypeDescription
asset_idINT64FK to v_assets
asset_nameSTRINGHuman-readable name(s) of the associated asset.
asset_profile_idINT64
asset_profile_nameSTRINGHuman-readable name(s) of the associated asset profile.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_subnet

ColumnTypeDescription
asset_idINT64FK to v_assets (the asset endpoint)
asset_nameSTRINGHuman-readable name(s) of the associated asset.
subnet_idINT64FK to v_assets (the Subnet endpoint - Subnet rows live in v_assets)
subnet_nameSTRINGHuman-readable name(s) of the associated subnet.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_asset_technology

ColumnTypeDescription
asset_idINT64FK to v_assets
asset_nameSTRINGHuman-readable name(s) of the associated asset.
asset_technology_idINT64
asset_technology_nameSTRINGHuman-readable name(s) of the associated asset technology.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_finding_risk_factor

ColumnTypeDescription
finding_idINT64FK to v_findings
finding_nameSTRINGHuman-readable name(s) of the associated finding.
risk_factor_idINT64FK to v_risk_factors
risk_factor_nameSTRINGHuman-readable name(s) of the associated risk factor.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_finding_informed_user

ColumnTypeDescription
finding_idINT64FK to v_findings
finding_nameSTRINGHuman-readable name(s) of the associated finding.
owner_idINT64FK to v_owner_details
owner_nameSTRINGHuman-readable name(s) of the associated owner.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_finding_definition_profile

ColumnTypeDescription
finding_definition_idINT64FK to v_finding_definitions
finding_definition_nameSTRINGHuman-readable name(s) of the associated finding definition.
finding_profile_idINT64
finding_profile_nameSTRINGHuman-readable name(s) of the associated finding profile.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_finding_definition_technology

ColumnTypeDescription
finding_definition_idINT64FK to v_finding_definitions
finding_definition_nameSTRINGHuman-readable name(s) of the associated finding definition.
affected_technology_idINT64
affected_technology_nameSTRINGHuman-readable name(s) of the associated affected technology.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_definition_cve

ColumnTypeDescription
definition_idINT64FK to v_finding_definitions
definition_nameSTRINGHuman-readable name(s) of the associated definition.
cve_record_idINT64FK to v_cve
cve_record_nameSTRINGHuman-readable name(s) of the associated cve record.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_definition_weakness

ColumnTypeDescription
definition_idINT64FK to v_finding_definitions
definition_nameSTRINGHuman-readable name(s) of the associated definition.
weakness_idINT64FK to v_cwe
weakness_nameSTRINGHuman-readable name(s) of the associated weakness.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_ticket_finding

ColumnTypeDescription
ticket_idINT64FK to v_tickets
ticket_nameSTRINGHuman-readable name(s) of the associated ticket.
finding_idINT64FK to v_findings
finding_nameSTRINGHuman-readable name(s) of the associated finding.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_ticket_prev_finding

ColumnTypeDescription
ticket_idINT64FK to v_tickets
ticket_nameSTRINGHuman-readable name(s) of the associated ticket.
finding_idINT64FK to v_findings
finding_nameSTRINGHuman-readable name(s) of the associated finding.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_ticket_user

ColumnTypeDescription
ticket_idINT64FK to v_tickets
ticket_nameSTRINGHuman-readable name(s) of the associated ticket.
user_idINT64FK to v_owner_details
user_nameSTRINGHuman-readable name(s) of the associated user.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_request_finding

ColumnTypeDescription
request_idINT64FK to v_request_details
request_nameSTRINGHuman-readable name(s) of the associated request.
finding_idINT64FK to v_findings
finding_nameSTRINGHuman-readable name(s) of the associated finding.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_owner_member

ColumnTypeDescription
owner_idINT64FK to v_owner_details (the owner/group endpoint)
owner_nameSTRINGHuman-readable name(s) of the associated owner.
user_idINT64FK to v_owner_details (the member endpoint)
user_nameSTRINGHuman-readable name(s) of the associated user.
association_typeSTRING
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_cve_weakness

ColumnTypeDescription
cve_idINT64FK to v_cve
cve_nameSTRINGHuman-readable name(s) of the associated cve.
weakness_idINT64FK to v_cwe
weakness_nameSTRINGHuman-readable name(s) of the associated weakness.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_cve_attack_pattern

ColumnTypeDescription
cve_idINT64FK to v_cve
cve_nameSTRINGHuman-readable name(s) of the associated cve.
attack_pattern_idINT64FK to v_attack_patterns
attack_pattern_nameSTRINGHuman-readable name(s) of the associated attack pattern.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_cve_attack_technique

ColumnTypeDescription
cve_idINT64FK to v_cve
cve_nameSTRINGHuman-readable name(s) of the associated cve.
attack_technique_idINT64FK to v_attack_techniques
attack_technique_nameSTRINGHuman-readable name(s) of the associated attack technique.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_attack_pattern_weakness

ColumnTypeDescription
attack_pattern_idINT64FK to v_attack_patterns
attack_pattern_nameSTRINGHuman-readable name(s) of the associated attack pattern.
weakness_idINT64FK to v_cwe
weakness_nameSTRINGHuman-readable name(s) of the associated weakness.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_attack_technique_tactic

ColumnTypeDescription
attack_technique_idINT64FK to v_attack_techniques
attack_technique_nameSTRINGHuman-readable name(s) of the associated attack technique.
attack_tactic_idINT64FK to v_attack_tactics
attack_tactic_nameSTRINGHuman-readable name(s) of the associated attack tactic.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_mitigation_technique

ColumnTypeDescription
mitigation_idINT64FK to v_attack_mitigations
mitigation_nameSTRINGHuman-readable name(s) of the associated mitigation.
attack_technique_idINT64FK to v_attack_techniques
attack_technique_nameSTRINGHuman-readable name(s) of the associated attack technique.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_weakness_parent

Self-referential hierarchy: one row per parent-child link.

ColumnTypeDescription
weakness_idINT64FK to v_cwe (the child weakness endpoint)
weakness_nameSTRINGHuman-readable name(s) of the associated weakness.
parent_weakness_idINT64FK to v_cwe (the parent weakness endpoint)
parent_weakness_nameSTRINGHuman-readable name(s) of the associated parent weakness.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_attack_pattern_parent

Self-referential hierarchy: one row per parent-child link.

ColumnTypeDescription
attack_pattern_idINT64FK to v_attack_patterns (the child pattern endpoint)
attack_pattern_nameSTRINGHuman-readable name(s) of the associated attack pattern.
parent_pattern_idINT64FK to v_attack_patterns (the parent pattern endpoint)
parent_pattern_nameSTRINGHuman-readable name(s) of the associated parent pattern.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

v_attack_technique_parent

Self-referential hierarchy: one row per parent-child link.

ColumnTypeDescription
attack_technique_idINT64FK to v_attack_techniques (the child technique endpoint)
attack_technique_nameSTRINGHuman-readable name(s) of the associated attack technique.
parent_technique_idINT64FK to v_attack_techniques (the parent technique endpoint)
parent_technique_nameSTRINGHuman-readable name(s) of the associated parent technique.
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).

Utility

v_active_dates

Calendar dimension with day/week/month/quarter/year parts and fiscal attributes.

ColumnTypeDescription
date_keyDATEDate (PK from v_active_dates)
yearINT64Calendar year
quarterINT64Calendar quarter (1-4).
quarter_nameSTRINGQuarter label (Q1, Q2, etc.)
monthINT64Calendar month (1-12).
month_nameSTRINGFull month name
month_short_nameSTRINGAbbreviated month name (Jan, Feb, etc.).
week_of_yearINT64ISO week number within the year.
day_of_weekINT64Day of week (1-7).
day_nameSTRINGFull day-of-week name (Monday, Tuesday, etc.).
day_short_nameSTRINGAbbreviated day-of-week name (Mon, Tue, etc.).
day_of_monthINT64Day of month (1-31).
day_of_yearINT64Day of year (1-366).
is_weekendBOOLTRUE if Saturday or Sunday.
is_business_dayBOOLTRUE if weekday
is_todayBOOLTRUE if this is the current date.
is_yesterdayBOOLTRUE if this is the prior date.
week_startDATEDate of the first day (Monday) of this row's week.
week_endDATEDate of the last day (Sunday) of this row's week.
month_startDATEFirst date of this row's month.
month_endDATELast date of this row's month.
quarter_startDATEFirst date of this row's quarter.
year_startDATEFirst date of this row's year.
fiscal_yearINT64Fiscal year (per your organization's fiscal calendar).
fiscal_quarterINT64Fiscal quarter (per your organization's fiscal calendar).
_changed_atDATEDate this row's content last changed. Pull daily deltas with WHERE _changed_at >= your high-water mark (see the Incremental Pull Guide).