/
bigquery_audit_logs_v2.sql
1034 lines (1033 loc) · 49.8 KB
/
bigquery_audit_logs_v2.sql
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/*
* Copyright 2021 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
CREATE OR REPLACE VIEW `project_id.dataset_id.bigquery_audit_logs_v2` AS
WITH jobChangeEvent AS (
SELECT
protopayload_auditlog.authenticationInfo.principalEmail,
resource.labels.project_id AS projectId,
protopayload_auditlog.requestMetadata.callerIp AS callerIp,
protopayload_auditlog.requestMetadata.callerSuppliedUserAgent AS callerSuppliedUserAgent,
timestamp,
protopayload_auditlog.serviceName,
protopayload_auditlog.methodName,
CONCAT(
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.job.jobName'),"/")[SAFE_OFFSET(1)],
":",
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.job.jobName'),"/")[SAFE_OFFSET(3)]
) AS jobId,
CONCAT(
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.job.jobStats.parentJobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,'$.jobChange.job.jobStats.parentJobName'),
"/")[SAFE_OFFSET(3)]
) AS parentJobId,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.job.jobName') AS jobChangeJobName,
/*
* JobStatus: Running state of a job
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.jobstatus
*/
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.job.jobStatus.jobState') AS jobStatusJobState,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStatus.errorResult.code') AS jobStatusErrorResultCode,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStatus.errorResult.message') AS jobStatusErrorResultMessage,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStatus.errorResult.details') AS jobStatusErrorResultDetails,
JSON_EXTRACT_ARRAY(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStatus.errors') AS jobStatusErrorsArray,
/*
* JobStats: Job statistics that may change after job starts.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.jobstats
*/
JSON_EXTRACT_SCALAR(
protopayload_auditlog.metadataJson,'$.jobChange.job.jobStats.parentJobName') AS jobStatsParentJobName,
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.createTime')) AS jobStatsCreateTime,
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.startTime')) AS jobStatsStartTime,
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.endTime')) AS jobStatsEndTime,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.totalSlotMs') AS INT64) AS jobStatsTotalSlotMs,
IF(
ARRAY_LENGTH(JSON_EXTRACT_ARRAY(
protopayload_auditlog.metadataJson, '$.jobChange.job.jobStats.reservationUsage')) = 1,
JSON_EXTRACT_SCALAR(TRIM(TRIM(JSON_EXTRACT(
protopayload_auditlog.metadataJson, '$.jobChange.job.jobStats.reservationUsage'), "["),"]"), '$.name'),
JSON_EXTRACT(protopayload_auditlog.metadataJson, '$.jobChange.job.jobStats.reservationUsage')
) AS jobStatsReservationUsageName,
IF(
ARRAY_LENGTH(JSON_EXTRACT_ARRAY(
protopayload_auditlog.metadataJson, '$.jobChange.job.jobStats.reservationUsage')) = 1,
JSON_EXTRACT_SCALAR(TRIM(TRIM(JSON_EXTRACT(
protopayload_auditlog.metadataJson, '$.jobChange.job.jobStats.reservationUsage'), "["),"]"), '$.slotMs'),
JSON_EXTRACT(protopayload_auditlog.metadataJson, '$.jobChange.job.jobStats.reservationUsage')
) AS jobStatsReservationUsageSlotMs,
/*
* Query: Query job statistics
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.query_1
*/
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.queryStats.totalProcessedBytes') AS queryJobStatsTotalProcessedBytes,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.queryStats.totalBilledBytes') AS INT64) AS queryJobStatsTotalBilledBytes,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.queryStats.billingTier') AS queryJobStatsBillingTier,
SPLIT(TRIM(TRIM(JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.queryStats.referencedTables'),
'["'), '"]'), '","') AS queryJobStatsReferencedTables,
SPLIT(TRIM(TRIM(JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.queryStats.referencedViews'),
'["'), '"]'), '","') AS queryJobStatsReferencedViews,
SPLIT(TRIM(TRIM(JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.queryStats.referencedRoutines'),
'["'), '"]'), '","') AS queryJobStatsReferencedRoutines,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.queryStats.outputRowCount') AS queryJobStatsOutputRowCount,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.queryStats.cacheHit') AS BOOL) AS queryJobStatsCacheHit,
/*
* Load: Load job statistics
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.load_1
*/
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.loadStats.totalOutputBytes') AS INT64 ) AS loadJobStatsTotalOutputBytes,
/*
* JobStats convenience custom fields
*/
TIMESTAMP_DIFF(
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.endTime')),
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.startTime')),
MILLISECOND) AS jobStatsRuntimeMs,
TIMESTAMP_DIFF(
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.endTime')),
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.startTime')),
SECOND) AS jobStatsRuntimeSecs,
CAST(CEILING(SAFE_DIVIDE(TIMESTAMP_DIFF(
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.endTime')),
TIMESTAMP(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobStats.startTime')),
SECOND), 60)) AS INT64) AS jobStatsExecutionMinuteBuckets,
/*
* Job configuration information.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.jobconfig
*/
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.job.jobConfig.type') AS jobConfigType,
JSON_EXTRACT(protopayload_auditlog.metadataJson, '$.jobChange.job.jobConfig.labels') AS jobConfigLabels,
/*
* Describes a query job.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.query
*/
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.query') AS queryConfigQuery,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.queryTruncated') AS BOOL) AS queryConfigQueryTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.destinationTable') AS queryConfigDestinationTable,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.createDisposition') AS queryConfigCreateDisposition,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.writeDisposition') AS queryConfigWriteDisposition,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.defaultDataset') AS queryConfigDefaultDataset,
REGEXP_EXTRACT_ALL(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.job.jobConfig.queryConfig.tableDefinitions'),
r'"name":\"(.*?)\"}') AS tableDefinitionsName,
REGEXP_EXTRACT_ALL(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,'$.jobChange.job.jobConfig.queryConfig.tableDefinitions'),
r'"sourceUris":\"(.*?)\"}') AS tableDefinitionsSourceUris,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.priority') AS queryConfigPriority,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.destinationTableEncryption.kmsKeyName') AS queryConfigDestinationTableEncryptionKmsKeyName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.statementType') AS queryConfigStatementType,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.destinationTable'),
"/")[SAFE_OFFSET(1)] AS queryConfigDestinationTableProjectId,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.destinationTable'),
"/")[SAFE_OFFSET(3)] AS queryConfigDestinationTableDatasetId,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.queryConfig.destinationTable'),
"/")[SAFE_OFFSET(5)] AS queryConfigDestinationTableId,
/*
* Describes a load job.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.load
*/
SPLIT(TRIM(TRIM(JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.loadConfig.sourceUris'),
'["'), '"]'), '","') AS loadConfigSourceUris,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.loadConfig.sourceUrisTruncated') AS BOOL) AS loadConfigSourceUrisTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.loadConfig.schemaJson') AS loadConfigSchemaJson,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.loadConfig.schemaJsonUrisTruncated') AS BOOL) AS loadConfigSchemaJsonTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.loadConfig.destinationTable') AS loadConfigDestinationTable,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.loadConfig.createDisposition') AS loadConfigCreateDisposition,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.loadConfig.writeDisposition') AS loadConfigWriteDisposition,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.loadConfig.destinationTableEncryption.kmsKeyName'
) AS loadConfigDestinationTableEncryptionKmsKeyName,
/*
* Describes an extract job.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.extract
*/
SPLIT(TRIM(TRIM(JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.extractConfig.destinationUris'),
'["'), '"]'), '","') AS extractConfigDestinationUris,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.extractConfig.destinationUrisTruncated')
AS BOOL) AS extractConfigDestinationUrisTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.extractConfig.sourceTable') AS extractConfigSourceTable,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.extractConfig.sourceTable'),
",")[SAFE_OFFSET(1)] AS extractConfigSourceTableProjectId,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.extractConfig.sourceTable'),
",")[SAFE_OFFSET(3)] AS extractConfigSourceTableDatasetId,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.extractConfig.sourceTable'),
",")[SAFE_OFFSET(5)] AS extractConfigSourceTableId,
/*
* Describes a copy job, which copies an existing table to another table
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tablecopy
*/
SPLIT(TRIM(TRIM(JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.tableCopyConfig.sourceTables'),
'["'),'"]') ,'","') AS tableCopySourceTables,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.tableCopyConfig.sourceTablesTruncated')
AS BOOL) AS tableCopyConfigSourceTablesTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.tableCopyConfig.destinationTable') AS tableCopyConfigDestinationTable,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.createDisposition') AS tableCopyConfigCreateDisposition,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.writeDisposition') AS tableCopyConfigWriteDisposition,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.tableCopyConfig.destinationTableEncryption.kmsKeyName'
) AS tableCopyConfigDestinationTableEncryptionKmsKeyName,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.tableCopyConfig.destinationTable'),
".")[SAFE_OFFSET(1)] AS tableCopyConfigProjectId,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.tableCopyConfig.destinationTable'),
".")[SAFE_OFFSET(2)] AS tableCopyConfigDatasetId,
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.jobChange.job.jobConfig.tableCopyConfig.destinationTable'),
".")[SAFE_OFFSET(3)] AS tableCopyConfigTableId,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.before') AS jobChangeBefore,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.jobChange.after') AS jobChangeAfter,
REGEXP_EXTRACT(protopayload_auditlog.metadataJson, r'BigQueryAuditMetadata","(.*?)":') AS eventName,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_data_access`
),
/*
* TableCreation: Table creation event.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tablecreation
*/
tableCreationEvent AS (
SELECT
CONCAT(
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableCreation.jobName'),"/")[SAFE_OFFSET(1)],
":",
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableCreation.jobName'),"/")[SAFE_OFFSET(3)]
) AS jobId,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.jobName') AS tableCreationJobName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.tableName') AS tableCreationTableName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.tableInfo.friendlyName') AS tableCreationTableFriendlyName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.tableInfo.description') AS tableCreationTableDescription,
JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.tableCreation.table.tableInfo.labels') AS tableCreationTableLabels,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.schemaJson') AS tableCreationTableSchemaJson,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.schemaJsonTruncated') AS BOOL) AS tableCreationTableSchemaJsonTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.view.query') AS tableCreationViewDefinitionQuery,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.view.queryTruncated') AS BOOL) AS tableCreationViewDefinitionTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.expireTime') AS tableCreationTableExpireTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.createTime') AS tableCreationTableCreateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCrhange.table.updateTime') AS tableCreationTableUpdateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.truncateTime') AS tableCreationTableTruncateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.table.encryption.kmsKeyName') AS tableCreationTableKmsKeyName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableCreation.reason') AS tableCreationReason,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
),
/*
* TableChange: Table metadata change event
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tablechange
*/
tableChangeEvent AS (
SELECT
CONCAT(
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableChange.jobName'),"/")[SAFE_OFFSET(1)],
":",
SPLIT(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableChange.jobName'),"/")[SAFE_OFFSET(3)]
) AS jobId,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.jobName') AS tableChangeJobName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.tableName') AS tableChangeTableName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.tableInfo.friendlyName') AS tableChangeTableFriendlyName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.tableInfo.description') AS tableChangeTableDescription,
JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.tableChange.table.tableInfo.labels') AS tableChangeTableLabels,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.schemaJson') AS tableChangeTableSchemaJson,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.schemaJsonTruncated') AS BOOL) AS tableChangeTableSchemaJsonTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.view.query') AS tableChangeViewDefinitionQuery,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.view.queryTruncated') AS BOOL) AS tableChangeViewDefinitionTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.expireTime') AS tableChangeTableExpireTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.createTime') AS tableChangeTableCreateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.updateTime') AS tableChangeTableUpdateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.truncateTime') AS tableChangeTableTruncateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.table.encryption.kmsKeyName') AS tableChangeTableKmsKeyName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.reason') AS tableChangeReason,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableChange.truncated') AS BOOL) AS tableChangeTruncated
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
),
/*
* TableDeletion: Table deletion event
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tabledeletion
*/
tableDeletionEvent AS (
SELECT
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableDeletion.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableDeletion.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableDeletion.jobName') AS tableDeletionJobName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDeletion.reason') AS tableDeletionReason,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
),
/*
* TableDataRead: Data from tableDataRead audit logs
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tabledataread
*/
tableDataReadEvent AS (
SELECT
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDataRead.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDataRead.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
ARRAY_AGG(
protopayload_auditlog.resourceName
IGNORE NULLS ORDER BY protopayload_auditlog.resourceName) AS tableDataReadTableName,
ARRAY_AGG(STRUCT(
SPLIT(TRIM(TRIM(JSON_EXTRACT(protopayload_auditlog.metadataJson, '$.tableDataRead.fields'),
'["'),'"]'),'","')
AS fields) IGNORE NULLS ORDER BY protopayload_auditlog.resourceName) AS tableDataReadFields,
ARRAY_AGG(
CAST(JSON_EXTRACT(protopayload_auditlog.metadataJson, '$.tableDataRead.fieldsTruncated') AS BOOL)
IGNORE NULLS ORDER BY protopayload_auditlog.resourceName) AS tableDataReadFieldsTruncated,
ARRAY_AGG(STRUCT(
SPLIT(TRIM(TRIM(JSON_EXTRACT(protopayload_auditlog.metadataJson,'$.tableDataRead.categories'),
'["'),'"]'),'","')
AS categories) IGNORE NULLS ORDER BY protopayload_auditlog.resourceName) AS tableDataReadCategories,
ARRAY_AGG(
CAST(JSON_EXTRACT(protopayload_auditlog.metadataJson, '$.tableDataRead.categoriesTruncated') AS BOOL)
IGNORE NULLS ORDER BY protopayload_auditlog.resourceName) AS tableDataReadCategoriesTruncated,
ARRAY_AGG(
JSON_EXTRACT(protopayload_auditlog.metadataJson, '$.tableDataRead.reason')
IGNORE NULLS ORDER BY protopayload_auditlog.resourceName) AS tableDataReadReason,
ARRAY_AGG(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableDataRead.jobName')
IGNORE NULLS ORDER BY protopayload_auditlog.resourceName) AS tableDataReadJobName,
ARRAY_AGG(
JSON_EXTRACT(protopayload_auditlog.metadataJson, '$.tableDataRead.sessionName')
IGNORE NULLS ORDER BY protopayload_auditlog.resourceName) AS tableDataReadSessionName,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_data_access`
GROUP BY jobId
),
/*
* TableDataChange: Table data change event.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tabledatachange
*/
tableDataChangeEvent AS (
SELECT
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson, '$.tableDataChange.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDataChange.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDataChange.deletedRowsCount') AS tableDataChangeDeletedRowsCount,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDataChange.insertedRowsCount') AS tableDataChangeInsertedRowsCount,
CAST(JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDataChange.truncated') AS BOOL) AS tableDataChangeTruncated,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDataChange.reason') AS tableDataChangeReason,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.tableDataChange.jobName') AS tableDataChangeJobName,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_data_access`
),
/*
* ModelDeletion: Model deletion event.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.modeldeletion
*/
modelDeletionEvent AS (
SELECT
JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.modelDeletion.reason') AS modelDeletionReason,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelDeletion.jobName') AS modelDeletionJobName,
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelDeletion.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelDeletion.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
),
/*
* ModelCreation: Model creation event.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.modelcreation
*/
modelCreationEvent AS (
SELECT
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.reason') AS modelCreationReason,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.jobName') AS modelCreationJobName,
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.model.modelName') AS modelCreationModelName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.model.modelInfo.entityInfo.friendlyName') AS modelCreationEntityInfoFriendlyName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.model.modelInfo.entityInfo.description') AS modelCreationEntityInfoDescription,
JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.modelCreation.model.modelInfo.entityInfo.labels') AS modelCreationEntityInfoLabels,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.model.expireTime') AS modelCreationModelExpireTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.model.createTime') AS modelCreationModelCreateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.model.updateTime') AS modelCreationModelUpdateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelCreation.model.encryption.kmsKeyName') AS modelCreationEncryptionKmsKeyName,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
),
/*
* ModelMetadataChange: Model metadata change event.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.modelmetadatachange
*/
modelMetadataChangeEvent AS (
SELECT
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.reason') AS modelMetadataChangeReason,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.jobName') AS modelMetadataChangeJobName,
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.model.modelName') AS modelMetadataChangeModelName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.model.modelInfo.entityInfo.friendlyName') AS modelMetadataChangeEntityInfoFriendlyName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.model.modelInfo.entityInfo.description') AS modelMetadataChangeEntityInfoDescription,
JSON_EXTRACT(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.model.modelInfo.entityInfo.labels') AS modelMetadataChangeEntityInfoLabels,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.model.expireTime') AS modelMetadataChangeModelExpireTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.model.createTime') AS modelMetadataChangeModelCreateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.model.updateTime') AS modelMetadataChangeModelUpdateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelMetadataChange.model.encryption.kmsKeyName') AS modelMetadataChangeEncryptionKmsKeyName,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
),
/*
* ModelDataChange: Model data change event.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.modeldatachange
*/
modelDataChangeEvent AS (
SELECT
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelDataChange.reason') AS modelDataChangeReason,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelDataChange.jobName') AS modelDataChangeJobName,
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelDataChange.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.modelDataChange.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_data_access`
),
/*
* RoutineCreation: Routine creation event.
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.routinecreation
*/
routineCreationEvent AS (
SELECT
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineCreation.routine.routineName') AS routineCreationName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineCreation.routine.createTime') AS routineCreationCreateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineCreation.routine.updateTime') AS routineCreationUpdateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineCreation.reason') AS routineCreationReason,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineCreation.jobName') AS routineCreationJobName,
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineCreation.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineCreation.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
),
/*
* RoutineChange: Routine change event
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.routinechange
*/
routineChangeEvent AS (
SELECT
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineChange.routine.routineName') AS routineChangeName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineChange.routine.createTime') AS routineChangeCreateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineChange.routine.updateTime') AS routineChangeUpdateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineChange.reason') AS routineChangeReason,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineChange.jobName') AS routineChangeJobName,
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineChange.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineChange.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
),
/*
* RoutineDeletion: Routine deletion event
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.routinedeletion
*/
routineDeletionEvent AS (
SELECT
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineDeletion.routine.routineName') AS routineDeletionName,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineDeletion.routine.createTime') AS routineDeletionCreateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineDeletion.routine.updateTime') AS routineDeletionUpdateTime,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineDeletion.reason') AS routineDeletionReason,
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineDeletion.jobName') AS routineDeletionJobName,
CONCAT(
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineDeletion.jobName'),
"/")[SAFE_OFFSET(1)],
":",
SPLIT(
JSON_EXTRACT_SCALAR(protopayload_auditlog.metadataJson,
'$.routineDeletion.jobName'),
"/")[SAFE_OFFSET(3)]
) AS jobId,
FROM `project_id.dataset_id.cloudaudit_googleapis_com_activity`
) -- End of WITH clauses
SELECT
principalEmail,
callerIp,
callerSuppliedUserAgent,
timestamp AS eventTimestamp,
serviceName,
methodName,
eventName,
projectId,
jobId,
parentJobId,
IF(jobChangeJobName IS NULL, False, True) AS hasJobChangeEvent,
IF(tableChangeJobName IS NULL, False, True) AS hasTableChangeEvent,
IF(tableCreationJobName IS NULL, False, True) AS hasTableCreationEvent,
IF(tableDeletionJobName IS NULL, False, True) AS hasTableDeletionEvent,
IF(tableDataReadJobName IS NULL, False, True) AS hasTableDataReadEvent,
IF(tableDataChangeJobName IS NULL, False, True) AS hasTableDataChangeEvent,
IF(modelDeletionJobName IS NULL, False, True) AS hasModelDeletionEvent,
IF(modelCreationJobName IS NULL, False, True) AS hasModelCreationEvent,
IF(modelMetadataChangeJobName IS NULL, False, True) AS hasModelMetadataChangeEvent,
IF(routineCreationJobName IS NULL, False, True) AS hasRoutineCreationEvent,
IF(routineChangeJobName IS NULL, False, True) AS hasRoutineChangeEvent,
IF(routineDeletionJobName IS NULL, False, True) AS hasRoutineDeletionEvent,
STRUCT(
EXTRACT(MINUTE FROM jobStatsStartTime) AS minuteOfDay,
EXTRACT(HOUR FROM jobStatsStartTime) AS hourOfDay,
EXTRACT(DAYOFWEEK FROM jobStatsStartTime) - 1 AS dayOfWeek,
EXTRACT(DAYOFYEAR FROM jobStatsStartTime) AS dayOfYear,
EXTRACT(WEEK FROM jobStatsStartTime) AS week,
EXTRACT(MONTH FROM jobStatsStartTime) AS month,
EXTRACT(QUARTER FROM jobStatsStartTime) AS quarter,
EXTRACT(YEAR FROM jobStatsStartTime) AS year
) AS jobStartDate,
jobStatsRuntimeMs AS jobRuntimeMs,
jobStatsRuntimeSecs AS jobRuntimeSec,
REGEXP_CONTAINS(jobId, 'beam') AS isBeamJob,
REGEXP_CONTAINS(queryConfigQuery, 'cloudaudit_googleapis_com_') AS isAuditDashboardQuery,
SAFE_DIVIDE(jobStatsTotalSlotMs, jobStatsRuntimeMs) AS avgSlots,
/*
* The following statement breaks down the query into minute buckets
* and provides the average slot usage within that minute. This is a
* crude way of making it so you can retrieve the average slot utilization
* for a particular minute across multiple queries.
*/
ARRAY(
SELECT
STRUCT(
TIMESTAMP_TRUNC(
TIMESTAMP_ADD(jobStatsStartTime, INTERVAL bucket_num MINUTE), MINUTE
) AS time,
SAFE_DIVIDE(jobStatsTotalSlotMs, jobStatsRuntimeMs) AS avgSlotUsage
)
FROM UNNEST(GENERATE_ARRAY(1, jobStatsExecutionMinuteBuckets)) AS bucket_num
) AS jobExecutionTimeline,
ARRAY_LENGTH(queryJobStatsReferencedTables) AS totalTablesProcessed,
ARRAY_LENGTH(queryJobStatsReferencedViews) AS totalViewsProcessed,
(SAFE_DIVIDE(queryJobStatsTotalBilledBytes, pow(2,30))) AS totalBilledGigabytes,
(SAFE_DIVIDE(queryJobStatsTotalBilledBytes, pow(2,40))) AS totalBilledTerabytes,
(SAFE_DIVIDE(queryJobStatsTotalBilledBytes, pow(2,40))) * 5 AS estimatedCostUsd,
CONCAT(
queryConfigDestinationTableDatasetId, '.',
queryConfigDestinationTableId) AS queryDestinationTableRelativePath,
CONCAT(
queryConfigDestinationTableProjectId, '.',
queryConfigDestinationTableDatasetId, '.',
queryConfigDestinationTableId) AS queryDestinationTableAbsolutePath,
queryConfigDestinationTableProjectId AS queryDestinationTableProjectId,
queryConfigDestinationTableDatasetId AS queryDestinationTableDatasetId,
queryConfigDestinationTableId AS queryDestinationTableId,
/*
* jobChange STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.jobchange
*/
STRUCT(
jobChangeJobName AS jobName,
/*
* jobConfig STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.jobconfig
*/
STRUCT(
jobConfigType AS type,
jobConfigLabels AS labels,
/*
* queryConfig STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.query
*/
STRUCT(
queryConfigQuery AS query,
queryConfigQueryTruncated AS queryTruncated,
queryConfigDestinationTable AS destinationTable,
queryConfigCreateDisposition AS createDisposition,
queryConfigWriteDisposition AS writeDisposition,
queryConfigDefaultDataset AS defaultDataset,
STRUCT(
tableDefinitionsName AS name,
tableDefinitionsSourceUris AS sourceUris
) AS tableDefinitions,
queryConfigPriority AS priority,
STRUCT(
queryConfigDestinationTableEncryptionKmsKeyName AS kmsKeyName
) AS destinationTableEncryption,
queryConfigStatementType AS statementType
) AS queryConfig,
/*
* loadConfig STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.load
*/
STRUCT(
loadConfigSourceUris AS sourceUris,
loadConfigSourceUrisTruncated AS sourceUrisTruncated,
loadConfigSchemaJson AS schemaJson,
loadConfigSchemaJsonTruncated AS schemaJsonTruncated,
loadConfigDestinationTable AS destinationTable,
loadConfigCreateDisposition AS createDisposition,
loadConfigWriteDisposition AS writeDisposition,
STRUCT(
loadConfigDestinationTableEncryptionKmsKeyName AS kmsKeyName
) AS destinationTableEncryption
) AS loadConfig,
/*
* extractConfig STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.extract
*/
STRUCT(
extractConfigDestinationUris AS destinationUris,
extractConfigDestinationUrisTruncated AS destinationUrisTruncated,
extractConfigSourceTable AS sourceTable
) AS extractConfig,
/*
* tableCopyConfig STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tablecopy
*/
STRUCT(
tableCopySourceTables AS sourceTables,
tableCopyConfigSourceTablesTruncated AS configSourceTablesTruncated,
tableCopyConfigDestinationTable AS configDestinationTable,
tableCopyConfigCreateDisposition AS configCreateDisposition,
tableCopyConfigWriteDisposition AS configWriteDisposition,
STRUCT(
tableCopyConfigDestinationTableEncryptionKmsKeyName AS kmsKeyName
) AS destinationTableEncryption
) AS tableCopyConfig
) AS jobConfig,
/*
* jobStatus STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.JobStatus
*/
STRUCT(
jobStatusJobState AS jobState,
STRUCT(
jobStatusErrorResultCode AS code,
jobStatusErrorResultMessage AS message,
jobStatusErrorResultDetails AS details
) AS errorResult,
jobStatusErrorsArray AS errors
) AS jobStatus,
/*
* jobStats STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.jobstats
*/
STRUCT(
jobStatsCreateTime AS createTime,
jobStatsStartTime AS startTime,
jobStatsEndTime AS endTime,
jobStatsTotalSlotMs AS totalSlotMs,
STRUCT(
jobStatsReservationUsageName AS name,
jobStatsReservationUsageSlotMs AS slotMs
) AS reservationUsage,
jobStatsParentJobName AS parentJobName,
STRUCT(
queryJobStatsTotalProcessedBytes AS totalProcessedBytes,
queryJobStatsTotalBilledBytes AS totalBilledBytes,
queryJobStatsBillingTier AS billingTier,
queryJobStatsReferencedTables AS referencedTables,
queryJobStatsReferencedViews AS referencedViews,
queryJobStatsReferencedRoutines AS referencedRoutines,
queryJobStatsOutputRowCount AS outputRowCount,
queryJobStatsCacheHit AS cacheHit
) AS queryStats,
STRUCT(
loadJobStatsTotalOutputBytes AS totalOutputBytes
) AS loadStats
) AS jobStats
) AS jobChange,
/*
* Load job statistics
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.load_1
*/
loadJobStatsTotalOutputBytes AS totalLoadOutputBytes,
(SAFE_DIVIDE(loadJobStatsTotalOutputBytes, pow(2,30))) AS totalLoadOutputGigabytes,
(SAFE_DIVIDE(loadJobStatsTotalOutputBytes, pow(2,40))) AS totalLoadOutputTerabytes,
/*
* tableChange STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tablechange
*/
STRUCT(
STRUCT(
tableChangeTableName,
STRUCT(
tableChangeTableFriendlyName AS friendlyName,
tableChangeTableDescription AS description,
tableChangeTableLabels AS labels
) AS tableInfo,
tableChangeTableSchemaJson AS schemaJson,
tableChangeTableSchemaJsonTruncated AS schemaJsonTruncated,
STRUCT(
tableChangeViewDefinitionQuery AS query,
tableChangeViewDefinitionTruncated AS queryTruncated
) AS view,
tableChangeTableExpireTime AS expireTime,
tableChangeTableCreateTime AS createTime,
tableChangeTableUpdateTime AS updateTime,
tableChangeTableTruncateTime AS truncateTime,
STRUCT(
tableChangeTableKmsKeyName AS kmsKeyName
) AS encryption
) AS table,
tableChangeReason AS reason,
tableChangeJobName AS jobName
) AS tableChange,
/*
* tableCreation STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tablecreation
*/
STRUCT(
STRUCT(
tableCreationTableName,
STRUCT(
tableCreationTableFriendlyName AS friendlyName,
tableCreationTableDescription AS description,
tableCreationTableLabels AS labels
) AS tableInfo,
tableCreationTableSchemaJson AS schemaJson,
tableCreationTableSchemaJsonTruncated AS schemaJsonTruncated,
STRUCT(
tableCreationViewDefinitionQuery AS query,
tableCreationViewDefinitionTruncated AS queryTruncated
) AS view,
tableCreationTableExpireTime AS expireTime,
tableCreationTableCreateTime AS createTime,
tableCreationTableUpdateTime AS updateTime,
tableCreationTableTruncateTime AS truncateTime,
STRUCT(
tableCreationTableKmsKeyName AS kmsKeyName
) AS encryption
) AS table,
tableCreationReason AS reason,
tableCreationJobName AS jobName
) AS tableCreation,
/*
* tableDeletion STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tabledeletion
*/
STRUCT(
tableDeletionReason AS reason,
tableDeletionJobName AS jobName
) AS tableDeletion,
/*
* tableDataRead STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tabledataread
*/
STRUCT(
tableDataReadTableName AS tableName,
tableDataReadFields AS fields,
tableDataReadFieldsTruncated AS fieldsTruncated,
tableDataReadCategories AS categories,
tableDataReadCategoriesTruncated AS categoriesTruncated,
tableDataReadReason AS reason,
tableDataReadJobName AS jobName,
tableDataReadSessionName AS sessionName
) AS tableDataRead,
/*
* tableDataChange STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.tabledatachange
*/
STRUCT(
tableDataChangeDeletedRowsCount AS deletedRowsCount,
tableDataChangeInsertedRowsCount AS insertedRowsCount,
tableDataChangeTruncated AS truncated,
tableDataChangeReason AS reason,
tableDataChangeJobName AS jobName
) AS tableDataChange,
/*
* modelDeletion STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.modeldeletion
*/
STRUCT(
modelDeletionReason AS reason,
modelDeletionJobName AS jobName
) AS modelDeletion,
/*
* modelCreation STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.modelcreation
*/
STRUCT(
STRUCT(
modelCreationModelName AS modelName,
STRUCT(
modelCreationEntityInfoFriendlyName AS friendlyName,
modelCreationEntityInfoDescription AS description,
modelCreationEntityInfoLabels AS labels
) AS entityInfo,
modelCreationModelExpireTime AS expireTime,
modelCreationModelCreateTime AS createTime,
modelCreationModelUpdateTime AS updateTime,
STRUCT(modelCreationEncryptionKmsKeyName AS kmsKeyName) AS encryptionInfo
) AS model,
modelCreationReason AS reason,
modelCreationJobName AS jobName
) AS modelCreation,
/*
* modelMetadataChange STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.modelmetadatachange
*/
STRUCT(
STRUCT(
modelMetadataChangeModelName AS modelName,
STRUCT(
modelMetadataChangeEntityInfoFriendlyName AS friendlyName,
modelMetadataChangeEntityInfoDescription AS description,
modelMetadataChangeEntityInfoLabels AS labels
) AS entityInfo,
modelMetadataChangeModelExpireTime AS expireTime,
modelMetadataChangeModelCreateTime AS createTime,
modelMetadataChangeModelUpdateTime AS updateTime,
STRUCT(modelMetadataChangeEncryptionKmsKeyName AS kmsKeyName) AS encryptionInfo
) AS model,
modelMetadataChangeReason AS reason,
modelMetadataChangeJobName AS jobName
) AS modelMetadataChange,
/*
* modelDataChange STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.modeldeletion
*/
STRUCT(
modelDataChangeReason AS reason,
modelDataChangeJobName AS jobName
) AS modelDataChange,
/*
* routineCreation STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.routinecreation
*/
STRUCT(
STRUCT(
routineCreationName AS name,
routineCreationCreateTime AS createTime,
routineCreationUpdateTime AS updateTime
) AS routine,
routineCreationReason AS reason,
routineCreationJobName AS jobName
) AS routineCreation,
/*
* routineChange STRUCT
* https://cloud.google.com/bigquery/docs/reference/auditlogs/rest/Shared.Types/BigQueryAuditMetadata#bigqueryauditmetadata.routinechange
*/
STRUCT(
STRUCT(