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| #!/bin/bash | |
| if [ -z "${PROJECT}" -o -z "${DATASET}" ]; then | |
| echo "Please set \$PROJECT and \$DATASET." | |
| exit 1 | |
| fi | |
| IFS='' read -d '' Q <<EOF | |
| #standardSQL | |
| /* | |
| * Script: BQ Load Audit | |
| * Author: ryanmcdowell | |
| * Description: | |
| * | |
| * Creates a user friendly view for querying the | |
| * BigQuery load audit logs. | |
| */ | |
| /* Create a user friendly view. */ | |
| WITH load_audit AS ( | |
| SELECT | |
| protopayload_auditlog.authenticationInfo.principalEmail, | |
| protopayload_auditlog.requestMetadata.callerIp, | |
| protopayload_auditlog.serviceName, | |
| protopayload_auditlog.methodName, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.eventName, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobName.projectId, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobName.jobId, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.createTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.endTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatus.error.code as errorCode, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatus.error.message as errorMessage, | |
| TIMESTAMP_DIFF( | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.endTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, MILLISECOND) as runtimeMs, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalLoadOutputBytes, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobConfiguration.load | |
| FROM | |
| \`${PROJECT}.${DATASET}.cloudaudit_googleapis_com_data_access_*\` | |
| ) | |
| /* Query the audit */ | |
| SELECT | |
| principalEmail, | |
| callerIp, | |
| serviceName, | |
| methodName, | |
| eventName, | |
| projectId, | |
| jobId, | |
| errorCode, | |
| errorMessage, | |
| STRUCT( | |
| EXTRACT(MINUTE FROM startTime) as minuteOfDay, | |
| EXTRACT(HOUR FROM startTime) as hourOfDay, | |
| EXTRACT(DAYOFWEEK FROM startTime) - 1 as dayOfWeek, | |
| EXTRACT(DAYOFYEAR FROM startTime) as dayOfYear, | |
| EXTRACT(WEEK FROM startTime) as week, | |
| EXTRACT(MONTH FROM startTime) as month, | |
| EXTRACT(QUARTER FROM startTime) as quarter, | |
| EXTRACT(YEAR FROM startTime) as year | |
| ) as date, | |
| createTime, | |
| startTime, | |
| endTime, | |
| runtimeMs, | |
| TRUNC(runtimeMs / 1000.0, 2) as runtimeSecs, | |
| totalLoadOutputBytes, | |
| (totalLoadOutputBytes / pow(2,30)) as totalLoadOutputGigabytes, | |
| (totalLoadOutputBytes / pow(2,40)) as totalLoadOutputTerabytes, | |
| STRUCT( | |
| load.sourceUris, | |
| STRUCT( | |
| load.destinationTable.projectId, | |
| load.destinationTable.datasetId, | |
| load.destinationTable.tableId, | |
| CONCAT(load.destinationTable.datasetId, '.', load.destinationTable.tableId) as relativePath, | |
| CONCAT(load.destinationTable.projectId, '.', load.destinationTable.datasetId, '.', load.destinationTable.tableId) as absolutePath | |
| ) as destinationTable, | |
| load.createDisposition, | |
| load.writeDisposition, | |
| load.schemaJson | |
| ) as load, | |
| 1 as numLoads | |
| FROM | |
| load_audit | |
| WHERE | |
| serviceName = 'bigquery.googleapis.com' | |
| AND methodName = 'jobservice.jobcompleted' | |
| AND eventName = 'load_job_completed' | |
| EOF | |
| bq mk --project_id $PROJECT --view="${Q}" $DATASET.bq_load_audit |
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| #!/bin/bash | |
| if [ -z "${PROJECT}" -o -z "${DATASET}" ]; then | |
| echo "Please set \$PROJECT and \$DATASET." | |
| exit 1 | |
| fi | |
| IFS='' read -d '' Q <<EOF | |
| #standardSQL | |
| /* | |
| * Script: BQ Query Audit | |
| * Author: ryanmcdowell, vincegonzalez | |
| * Description: | |
| * | |
| * Creates a user friendly view for querying the | |
| * BigQuery query audit logs. | |
| */ | |
| /* Create a user friendly view. */ | |
| WITH query_audit AS ( | |
| SELECT | |
| protopayload_auditlog.authenticationInfo.principalEmail, | |
| protopayload_auditlog.requestMetadata.callerIp, | |
| protopayload_auditlog.serviceName, | |
| protopayload_auditlog.methodName, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.eventName, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobName.projectId, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobName.jobId, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.createTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.endTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatus.error.code as errorCode, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatus.error.message as errorMessage, | |
| TIMESTAMP_DIFF( | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.endTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, MILLISECOND) as runtimeMs, | |
| TIMESTAMP_DIFF( | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.endTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, MILLISECOND) / 1000 as runtimeSecs, | |
| TIMESTAMP_DIFF( | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.createTime, MILLISECOND) / 1000 as waitTimeSecs, | |
| CAST(CEIL((TIMESTAMP_DIFF( | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.endTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, MILLISECOND) / 1000) / 60) AS INT64) as executionMinuteBuckets, | |
| CASE | |
| WHEN | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalProcessedBytes IS NULL | |
| AND protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalSlotMs IS NULL | |
| AND protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatus.error.code IS NULL | |
| THEN true | |
| ELSE false | |
| END as cached, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalSlotMs, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalTablesProcessed, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalViewsProcessed, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalProcessedBytes, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalBilledBytes, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.billingTier, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobConfiguration.query, | |
| JSON_EXTRACT(REGEXP_EXTRACT(protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobConfiguration.query.query, r"--\\\\s+({.*})"), "\$['\#queryname']") as queryName, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.referencedTables, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.referencedViews | |
| FROM | |
| \`$PROJECT.$DATASET.cloudaudit_googleapis_com_data_access_*\` | |
| ) | |
| /* Query the audit | |
| */ | |
| SELECT | |
| principalEmail, | |
| callerIp, | |
| serviceName, | |
| methodName, | |
| eventName, | |
| projectId, | |
| jobId, | |
| CASE | |
| WHEN REGEXP_CONTAINS(jobId, 'beam') THEN true | |
| ELSE false | |
| END as isBeamJob, | |
| CASE | |
| WHEN REGEXP_CONTAINS(query.query, 'cloudaudit_googleapis_com_data_access_') THEN true | |
| ELSE false | |
| END as isAuditDashboardQuery, | |
| errorCode, | |
| errorMessage, | |
| CASE | |
| WHEN errorCode IS NOT NULL THEN true | |
| ELSE false | |
| END as isError, | |
| CASE | |
| WHEN REGEXP_CONTAINS(errorMessage, 'timeout') THEN true | |
| ELSE false | |
| END as isTimeout, | |
| STRUCT( | |
| EXTRACT(MINUTE FROM createTime) as minuteOfDay, | |
| EXTRACT(HOUR FROM createTime) as hourOfDay, | |
| EXTRACT(DAYOFWEEK FROM createTime) - 1 as dayOfWeek, | |
| EXTRACT(DAYOFYEAR FROM createTime) as dayOfYear, | |
| EXTRACT(ISOWEEK FROM createTime) as week, | |
| EXTRACT(MONTH FROM createTime) as month, | |
| EXTRACT(QUARTER FROM createTime) as quarter, | |
| EXTRACT(YEAR FROM createTime) as year | |
| ) as date, | |
| createTime, | |
| startTime, | |
| endTime, | |
| runtimeMs, | |
| runtimeSecs, | |
| waitTimeSecs, | |
| cached, | |
| totalSlotMs, | |
| totalSlotMs / runtimeMs 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(startTime, INTERVAL bucket_num MINUTE), MINUTE) as time, | |
| totalSlotMs / runtimeMs as avgSlotUsage | |
| ) | |
| FROM | |
| UNNEST(GENERATE_ARRAY(1, executionMinuteBuckets)) as bucket_num | |
| ) as executionTimeline, | |
| totalTablesProcessed, | |
| totalViewsProcessed, | |
| totalProcessedBytes, | |
| totalBilledBytes, | |
| (totalBilledBytes / pow(2,30)) as totalBilledGigabytes, | |
| (totalBilledBytes / pow(2,40)) as totalBilledTerabytes, | |
| (totalBilledBytes / pow(2,40)) * 5 as estimatedCostUsd, | |
| billingTier, | |
| query, | |
| queryName, | |
| referencedTables, | |
| referencedViews, | |
| 1 as queries | |
| FROM | |
| query_audit | |
| WHERE | |
| serviceName = 'bigquery.googleapis.com' | |
| AND methodName = 'jobservice.jobcompleted' | |
| AND eventName = 'query_job_completed' | |
| EOF | |
| bq mk --project_id $PROJECT --view="${Q}" $DATASET.bq_query_audit |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #!/bin/bash | |
| if [ -z "${PROJECT}" -o -z "${DATASET}" ]; then | |
| echo "Please set \$PROJECT and \$DATASET." | |
| exit 1 | |
| fi | |
| IFS='' read -d '' Q <<EOF | |
| #standardSQL | |
| /* | |
| * Script: BQ Load Audit | |
| * Author: ryanmcdowell | |
| * Description: | |
| * | |
| * Creates a user friendly view for querying the | |
| * BigQuery load audit logs. | |
| */ | |
| /* Create a user friendly view. */ | |
| WITH load_audit AS ( | |
| SELECT | |
| protopayload_auditlog.authenticationInfo.principalEmail, | |
| protopayload_auditlog.requestMetadata.callerIp, | |
| protopayload_auditlog.serviceName, | |
| protopayload_auditlog.methodName, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.eventName, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobName.projectId, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobName.jobId, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.createTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.endTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatus.error.code as errorCode, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatus.error.message as errorMessage, | |
| TIMESTAMP_DIFF( | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.endTime, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.startTime, MILLISECOND) as runtimeMs, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobStatistics.totalLoadOutputBytes, | |
| protopayload_auditlog.servicedata_v1_bigquery.jobCompletedEvent.job.jobConfiguration.load | |
| FROM | |
| \`${PROJECT}.${DATASET}.cloudaudit_googleapis_com_data_access_*\` | |
| ) | |
| /* Query the audit */ | |
| SELECT | |
| principalEmail, | |
| callerIp, | |
| serviceName, | |
| methodName, | |
| eventName, | |
| projectId, | |
| jobId, | |
| errorCode, | |
| errorMessage, | |
| STRUCT( | |
| EXTRACT(MINUTE FROM startTime) as minuteOfDay, | |
| EXTRACT(HOUR FROM startTime) as hourOfDay, | |
| EXTRACT(DAYOFWEEK FROM startTime) - 1 as dayOfWeek, | |
| EXTRACT(DAYOFYEAR FROM startTime) as dayOfYear, | |
| EXTRACT(WEEK FROM startTime) as week, | |
| EXTRACT(MONTH FROM startTime) as month, | |
| EXTRACT(QUARTER FROM startTime) as quarter, | |
| EXTRACT(YEAR FROM startTime) as year | |
| ) as date, | |
| createTime, | |
| startTime, | |
| endTime, | |
| runtimeMs, | |
| TRUNC(runtimeMs / 1000.0, 2) as runtimeSecs, | |
| totalLoadOutputBytes, | |
| (totalLoadOutputBytes / pow(2,30)) as totalLoadOutputGigabytes, | |
| (totalLoadOutputBytes / pow(2,40)) as totalLoadOutputTerabytes, | |
| STRUCT( | |
| load.sourceUris, | |
| STRUCT( | |
| load.destinationTable.projectId, | |
| load.destinationTable.datasetId, | |
| load.destinationTable.tableId, | |
| CONCAT(load.destinationTable.datasetId, '.', load.destinationTable.tableId) as relativePath, | |
| CONCAT(load.destinationTable.projectId, '.', load.destinationTable.datasetId, '.', load.destinationTable.tableId) as absolutePath | |
| ) as destinationTable, | |
| load.createDisposition, | |
| load.writeDisposition, | |
| load.schemaJson | |
| ) as load, | |
| 1 as numLoads | |
| FROM | |
| load_audit | |
| WHERE | |
| serviceName = 'bigquery.googleapis.com' | |
| AND methodName = 'jobservice.jobcompleted' | |
| AND eventName = 'load_job_completed' | |
| EOF | |
| bq mk --project_id $PROJECT --view="${Q}" $DATASET.bq_load_audit |
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