Set up prebuilt reports in BigQuery for vaulted backups

This page explains how to set up and view prebuilt reports in BigQuery for resources that are protected using backup plans.

To set up reports, you need to do a one-time activity of creating a log sink to stream logging data into BigQuery and then execute the prebuilt script. If you want to set up and view prebuilt reports in BigQuery for the resources that are protected using the backup template in the management console, see Set up prebuilt reports in BigQuery.

Required IAM role

The following IAM permissions are required to view prebuilt reports in BigQuery for vaulted backups. Learn how to grant an IAM role.

Role	When to grant the role
Logs Configuration Writer (`roles/logging.configWriter`) or Logging Admin (`roles/logging.admin`) and BigQuery Data Editor (`roles/bigquery.dataEditor`)	To create a sink and BigQuery dataset from the Google Cloud console.
Owner (`roles/owner`)	To create a sink and BigQuery dataset from the Google Cloud CLI.
BigQuery Admin (`bigquery.admin`)	To write custom queries or download queries.

Create a sink and route logs to BigQuery for vaulted backups

BigQuery stores only the logs that are generated after a log sink is created. The logs that are generated before creating a log sink are not visible in BigQuery. You can create the log sink from the Google Cloud console or Google Cloud CLI.

To create sink and route logs in BigQuery for vaulted backups, do the following:

Console

In the Google Cloud console, go to the Log Router page:
Go to Log Router page
Select an existing Google Cloud project.
Click Create sink.
In the Sink details panel, enter the following fields:
1. Sink name: enter the sink name as bdr_report_sink. You must use the sink name bdr_report_sink for the identification of Backup and DR reports from other sinks.
2. Sink description: Describe the purpose or use case for the sink.
In the Sink destination panel, do the following:
1. In the Select sink service menu, select the BigQuery dataset sink service.
2. In the Select BigQuery dataset, select Create new BigQuery dataset.
3. On the Create dataset page, do the following:
  1. For Dataset ID, enter the dataset name as BackupandDR_reports to identify from other datasets. Don't change the dataset name from BackupandDR_reports.
  2. For Location type, choose a geographic location for the dataset. After a dataset is created, the location can't be changed.
  3. Optional: If you want tables in this dataset to expire, select Enable table expiration, then specify the Default maximum table age in days.
  4. Click Create dataset.
In the Choose logs to include in sink panel, do the following:
1. In the Build inclusion filter field, enter the following filter expression that matches the log entries you want to include.
```
 logName=~"projects/PROJECT_ID/logs/backupdr.googleapis.com%2Fgcb_*"
```
2. To verify you entered the correct filter, select Preview logs. This opens the Logs Explorer in a new tab with the filter prepopulated.
Optional: In the Choose logs to filter out of sink panel, do the following:
1. In the Exclusion filter name field, enter a name.
2. In the Build an exclusion filter field, enter a filter expression that matches the log entries you want to exclude. You can also use the sample function to select a portion of the log entries to exclude.
  
  Note: If you want your exclusion filter to be disabled when the sink is created, then select Disable after you enter your filter expression. You can update the sink later to enable the exclusion filter.
Select Create sink.

You can see the dataset in the BigQuery Studio.

gcloud

Go to Activate cloud shell and click Open editor.
Click the icon, select File, and then select New text file.

Copy and paste the following script.

   #!/bin/bash
    echo "This script will set up a log sink for BackupDR reports to be available in BigQuery"

    # Get the default project ID
    DEFAULT_PROJECT_ID=$(gcloud config get-value project)
    read -p "Enter Project ID (default: $DEFAULT_PROJECT_ID, press Enter to continue):" PROJECT_ID

    # Use default if no input is provided
    if [ -z "$PROJECT_ID" ]; then
      PROJECT_ID=$DEFAULT_PROJECT_ID
    fi
      # Set the project ID
    result=$(gcloud config set project $PROJECT_ID)
    if [ $? -ne 0 ]; then
      echo "Error setting the project to $PROJECT_ID"
      exit 1
    fi
      # --- Check if BigQuery API is already enabled, enable if not ---
    echo "Checking if BigQuery API is enabled..."
    if gcloud services list | grep "bigquery.googleapis.com" >/dev/null; then
      echo "BigQuery API is already enabled for $PROJECT_ID"
    else
      echo "For logs to be available in BigQuery, we need to enable BigQuery service in the project if not done already. This might mean additional costs incurred. Please check the associated costs before proceeding."
      read -p "Do you want to continue(Y/N)?" continue
      if [ "$continue" = "y" ] || [ "$continue" = "Y" ]; then
        echo "Enabling BigQuery API..."
        result=$(gcloud services enable bigquery.googleapis.com --project $PROJECT_ID)
        if [ $? -eq 0 ]; then
          echo "Successfully enabled BigQuery api for $PROJECT_ID"
        else
          echo "Error in setting up the BigQuery api for the project. $result"
          exit 1
        fi
      else
        exit 0
      fi
    fi
      # --- Check if BigQuery data set already exists, create if not ---
    echo "Checking if BigQuery data set exists..."
    if bq ls | grep "bdr_reports" >/dev/null; then
      echo "Dataset bdr_reports already exists for $PROJECT_ID"
    else
      echo "Creating bigQuery dataset bdr_reports..."
      # --- Get dataset location from user (default: US) ---
      read -p "Enter dataset location (default: US, press Enter to use): " DATASET_LOCATION
      if [ -z "$DATASET_LOCATION" ]; then
        DATASET_LOCATION="US"
      fi
      # --- Get table expiration in days from user (default: no expiration) ---
      read -p "Enter default table expiration in days (default: no expiration, press Enter to skip): " TABLE_EXPIRATION_DAYS

      # Calculate table expiration in seconds if provided
      if [ -n "$TABLE_EXPIRATION_DAYS" ]; then
        TABLE_EXPIRATION_SECONDS=$((TABLE_EXPIRATION_DAYS * 24 * 60 * 60))
        EXPIRATION_FLAG="--default_table_expiration $TABLE_EXPIRATION_SECONDS"
      else
        EXPIRATION_FLAG=""
      fi
      result=$(bq --location=$DATASET_LOCATION mk $EXPIRATION_FLAG bdr_reports)
      if [ $? -eq 0 ]; then
        echo "Created a BigQuery dataset bdr_reports successfully."
      else
        echo ""
        echo "ERROR : Failed to create the BigQuery dataset."
        echo $result
        exit 1
      fi
    fi
      # --- Check if Log Sink already exists, create if not ---
    echo "Checking if Log Sink exists..."
    if gcloud logging sinks list | grep "bdr_report_sink" >/dev/null; then
      echo "Log Sink bdr_reports_sink already exists for $PROJECT_ID"
    else
      log_filter="projects/$PROJECT_ID/logs/backupdr.googleapis.com%2Fbdr_*"
      echo "Creating log sink bdr_reports..."
      result=$(gcloud logging sinks create bdr_report_sink bigquery.googleapis.com/projects/$PROJECT_ID/datasets/bdr_reports --log-filter="logName=~\"$log_filter\"")
      if [ $? -eq 0 ]; then
        echo "Created a logsink bdr_reports_sink successfully."
      else
        echo ""
        echo "ERROR : Failed to create logsink."
        exit 1
      fi
    fi

    # --- Add IAM Policy binding for Cloud logging service account to write logs to BigQuery ---
    result=$(gcloud projects add-iam-policy-binding $(gcloud projects describe $PROJECT_ID --format="value(projectNumber)") --member=serviceAccount:service-$(gcloud projects describe $PROJECT_ID --format="value(projectNumber)")@gcp-sa-logging.iam.gserviceaccount.com --role=roles/bigquery.dataEditor --condition=None)
    if [ $? -eq 0 ]; then
      echo "Added permission for cloud logging to write to BigQuery datasets"
    else
      echo ""
      echo "ERROR : Failed to add permissions for cloud logging to write to BigQuery datasets. Please make sure that you have Owner access rights in order to be able to proceed."
      exit 1
    fi

    echo "Setup complete. The logs for the project $PROJECT_ID will now start flowing to bigquery."
    exit 0

  exit 0

Save the file with a name with a Bash file extension, for example, script.sh.
Run the command bash using the file you just created. For example, bash script.sh.

You can see the created dataset in the BigQuery Studio.

Set up prebuilt reports for vaulted backups

You can set up prebuilt reports by executing the following script within the dataset where the logs are being routed through the log sink.

The script adds the following prebuilt reports:

To set up prebuilt reports in BigQuery for vaulted backups, do the following:

gcloud

Go to Activate cloud shell and click Open editor.
Click the icon, select File, and then select New text file.

Copy and paste the following prebuilt reports script into the Google Cloud CLI.

  #!/bin/bash

  # Default config values. Modify only if required.
  DATASET="bdr_reports"
  JOBS_TABLE_PREFIX="backupdr_googleapis_com_bdr_backup_restore_jobs_"
  PROTECTED_RESOURCE_TABLE_PREFIX="backupdr_googleapis_com_bdr_protected_resource_"
  BACKUP_VAULT_TABLE_PREFIX="backupdr_googleapis_com_bdr_backup_vault_details_"
  VIEW_FROM_DATE_SUFFIX="20000101"  #Use an old enough date so that the views should contain all the data.

  # Function to check if a routine exists
  routine_exists() {
  local routine_name="$1"
  bq --project_id $PROJECT_ID ls --routines "$DATASET" | grep "$routine_name" >/dev/null
  }

  # Function to check if a view exists
  view_exists() {
  local view_name="$1"
  check_view=$(bq --project_id $PROJECT_ID query --format=csv --use_legacy_sql=false "Select COUNT(*)>0 from $DATASET.INFORMATION_SCHEMA.VIEWS WHERE table_name='$view_name'" | tail -n +2 | tr -d ' ')
  if [ $check_view == 'true' ]; then
    return 0
  fi
  return -1
  }

  # Function to create a routine
  create_routine() {
  local routine_name="$1"
  local routine_type="$2"
  local definition_body="$3"
    if routine_exists "$routine_name"; then
    echo "Routine $routine_name already exists. Skipping."
    return 0
  fi
  # Construct the routine body JSON
  local routine_body='
    {
    "definitionBody": "'"$definition_body"'",
    "routineType": "'"$routine_type"'",
    "routineReference": {
        "projectId": "'"$PROJECT_ID"'",
        "datasetId": "'"$DATASET"'",
        "routineId": "'"$routine_name"'"
    },
    "arguments": [
        {
        "name": "FROM_DATE",
        "dataType": {
            "typeKind": "STRING"
        }
        },
        {
        "name": "TO_DATE",
        "dataType": {
            "typeKind": "STRING"
        }
        }
    ]
    }
  '

  # Construct the curl command with the routine body
  local curl_command=(
    curl -s --request POST \
      "https://bigquery.googleapis.com/bigquery/v2/projects/$PROJECT_ID/datasets/$DATASET/routines" \
      --header "Authorization: Bearer $ACCESS_TOKEN" \
      --header 'Accept: application/json' \
      --header 'Content-Type: application/json' \
      --data "$routine_body" --compressed
  )
    # Execute the curl command and capture the result
  local result=$( "${curl_command[@]}" )

  # Check if creation was successful
  if echo "$result" | grep '"etag":' > /dev/null; then
    echo "Routine '$routine_name' created successfully."
  else
    echo "$result"
    exit -1
  fi
  }

  # Function to create a view
  create_view() {
  local view_name="$1"
  local parent_routine_name="$1"
  local view_query='
    SELECT * FROM `'$PROJECT_ID'.'$DATASET'.'$parent_routine_name'`("'$VIEW_FROM_DATE_SUFFIX'", FORMAT_DATE("%Y%m%d", CURRENT_DATE()));
  '

  # Check if view exists.
  if routine_exists "$parent_routine_name"; then
    view_exists "$view_name"
    if [ $? -eq 0 ]; then
      echo "View $view_name already exists. Skipping."
      return 0
    fi
    # Create the view if it does not exist
    bq --project_id $PROJECT_ID mk --use_legacy_sql=false --expiration 0 --view "$view_query" $DATASET.$view_name
  else
    echo "Routine $parent_routine_name is not present. Skipping the creation of $view_name."
    return -1
  fi
  }

  # Create all jobs related routines and views
  create_jobs_routines_and_views() {
  # Backup Restore Jobs
  create_routine "backup_restore_jobs" "TABLE_VALUED_FUNCTION" \
  '
  WITH
    dat AS (
    SELECT
      *,
      LAG(insertId, 1, '"'"'placeholder_id'"'"') OVER (ORDER BY timestamp, insertId) = insertId AS `insert_id_is_same`,
      LAG(timestamp, 1, TIMESTAMP_SECONDS(1)) OVER (ORDER BY timestamp, insertId) = timestamp AS `timestamp_is_same`
    FROM
      `'$PROJECT_ID'.'$DATASET'.'$JOBS_TABLE_PREFIX'*`
    WHERE
      _TABLE_SUFFIX >= FROM_DATE
      AND _TABLE_SUFFIX <= TO_DATE
      AND jsonpayload_v1_bdrbackuprestorejoblog.resourceType IN ('"'"'Compute Engine'"'"') ),
    deduped AS (
    SELECT
      * EXCEPT (insert_id_is_same,
        timestamp_is_same),
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).endtime) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).endtime), NULL) AS job_end_time,

    FROM
      dat
    WHERE
      NOT (insert_id_is_same
        AND timestamp_is_same) ),
    latest AS (
    SELECT
      jsonpayload_v1_bdrbackuprestorejoblog.jobId AS job_id,
      MAX(CASE jsonpayload_v1_bdrbackuprestorejoblog.jobStatus
          WHEN '"'"'RUNNING'"'"' THEN 1
          WHEN '"'"'SKIPPED'"'"' THEN 2
          WHEN '"'"'SUCCESSFUL'"'"' THEN 3
          WHEN '"'"'FAILED'"'"' THEN 4
      END
        ) AS final_status_code
    FROM
      deduped
    GROUP BY
      jsonpayload_v1_bdrbackuprestorejoblog.jobid),
    filled_latest AS (
    SELECT
      jsonpayload_v1_bdrbackuprestorejoblog.jobId AS job_id,
      jsonpayload_v1_bdrbackuprestorejoblog.jobStatus AS final_status,
      PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', jsonpayload_v1_bdrbackuprestorejoblog.startTime) AS parsed_start_time,
      PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', deduped.job_end_time) AS parsed_end_time,
      TIMESTAMP_DIFF(PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', deduped.job_end_time), PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', jsonpayload_v1_bdrbackuprestorejoblog.startTime), HOUR) AS duration_hours,
      MOD(TIMESTAMP_DIFF(PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', deduped.job_end_time), PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', jsonpayload_v1_bdrbackuprestorejoblog.startTime), MINUTE), 60) AS duration_minutes,
      MOD(TIMESTAMP_DIFF(PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', deduped.job_end_time), PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', jsonpayload_v1_bdrbackuprestorejoblog.startTime), SECOND), 60) AS duration_seconds,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).restoreresourcename) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).restoreresourcename), NULL) AS restore_resource_name,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).errortype) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).errortype), NULL) AS error_type,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).errormessage) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).errormessage), NULL) AS error_message,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).backupname) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).backupname), NULL) AS backup_name,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).backupplanname) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).backupplanname), NULL) AS backup_plan_name,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).backuprule) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).backuprule), NULL) AS backup_rule,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).backupconsistencytime) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).backupconsistencytime), NULL) AS backup_consistency_time,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).incrementalbackupsizegib) = '"'"'number'"'"', FLOAT64(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).incrementalbackupsizegib), NULL) AS incremental_backup_size_in_gib,
    IF
      (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).errorcode) = '"'"'number'"'"', FLOAT64(TO_JSON(jsonpayload_v1_bdrbackuprestorejoblog).errorcode), NULL) AS error_code,

    FROM
      deduped
    JOIN
      latest
    ON
      latest.job_id = jsonpayload_v1_bdrbackuprestorejoblog.jobId
      AND jsonpayload_v1_bdrbackuprestorejoblog.jobStatus = (
        CASE final_status_code
          WHEN 1 THEN '"'"'RUNNING'"'"'
          WHEN 2 THEN '"'"'SKIPPED'"'"'
          WHEN 3 THEN '"'"'SUCCESSFUL'"'"'
          WHEN 4 THEN '"'"'FAILED'"'"'
      END
        ) )
  SELECT
    FORMAT_TIMESTAMP('"'"'%m%d'"'"', filled_latest.parsed_start_time, '"'"'UTC'"'"') || '"'"'-'"'"' || ARRAY_TO_STRING(REGEXP_EXTRACT_ALL(jsonpayload_v1_bdrbackuprestorejoblog.resourceType, '"'"'\\\\b[A-Z]'"'"'), '"'"''"'"') || '"'"'-'"'"' || (CASE jsonpayload_v1_bdrbackuprestorejoblog.jobCategory
        WHEN '"'"'ON_DEMAND_BACKUP'"'"' THEN '"'"'B'"'"'
        WHEN '"'"'SCHEDULED_BACKUP'"'"' THEN '"'"'B'"'"'
        WHEN '"'"'RESTORE'"'"' THEN '"'"'R'"'"'
    END
      ) || '"'"'-'"'"' || REPLACE(FORMAT_TIMESTAMP('"'"'%H%M%E3S'"'"', filled_latest.parsed_start_time, '"'"'UTC'"'"'), '"'"'.'"'"', '"'"''"'"') AS `job_name`,
    REGEXP_EXTRACT(jsonpayload_v1_bdrbackuprestorejoblog.sourceResourceName, '"'"'([^/]+)$'"'"') AS `resource_name`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrbackuprestorejoblog.sourceResourceName, '"'"'/'"'"')) < 2, NULL, SPLIT(jsonpayload_v1_bdrbackuprestorejoblog.sourceResourceName,'"'"'/'"'"')[1]) AS `resource_project_name`,
    jsonpayload_v1_bdrbackuprestorejoblog.jobStatus AS `job_status`,
    jsonpayload_v1_bdrbackuprestorejoblog.jobCategory AS `job_category`,
    Filled_latest.error_type AS `error_type`,
    CAST(filled_latest.error_code AS INT64) AS `error_code`,
    filled_latest.error_message AS `error_message`,
    parsed_start_time AS `job_start_time`,
    parsed_end_time AS `job_end_time`,
  IF
    (duration_hours > 0, duration_hours || '"'"'h '"'"', '"'"''"'"') ||
  IF
    (duration_minutes > 0, duration_minutes || '"'"'m '"'"', '"'"''"'"') ||
  IF
    (duration_seconds > 0, duration_seconds || '"'"'s '"'"', '"'"''"'"') AS `duration`,
    ROUND(filled_latest.incremental_backup_size_in_gib, 2) AS `incremental_backup_size_in_gib`,
    PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', filled_latest.backup_consistency_time) AS `backup_consistency_time`,
  IF
    (ARRAY_LENGTH(SPLIT(filled_latest.backup_plan_name, '"'"'/'"'"')) < 6, NULL, SPLIT(filled_latest.backup_plan_name,'"'"'/'"'"')[5]) AS `backup_plan_name`,
    filled_latest.backup_rule AS `backup_rule`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrbackuprestorejoblog.backupVaultName, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrbackuprestorejoblog.backupVaultName,'"'"'/'"'"')[5]) AS `backup_vault_name`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrbackuprestorejoblog.backupVaultName, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrbackuprestorejoblog.backupVaultName,'"'"'/'"'"')[1]) AS `backup_vault_project_name`,
  IF
    (ARRAY_LENGTH(SPLIT(filled_latest.backup_name, '"'"'/'"'"')) < 10, NULL, SPLIT(filled_latest.backup_name,'"'"'/'"'"')[9]) AS `backup_name`,
  IF
    (ARRAY_LENGTH(SPLIT(filled_latest.restore_resource_name, '"'"'/'"'"')) < 6, NULL, SPLIT(filled_latest.restore_resource_name,'"'"'/'"'"')[1]) AS `restore_project_name`,
  IF
    (ARRAY_LENGTH(SPLIT(filled_latest.restore_resource_name, '"'"'/'"'"')) < 6, NULL, SPLIT(filled_latest.restore_resource_name,'"'"'/'"'"')[5]) AS `restore_resource_name`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrbackuprestorejoblog.sourceResourceName, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrbackuprestorejoblog.sourceResourceName,'"'"'/'"'"')[3]) AS `resource_location`,
    jsonpayload_v1_bdrbackuprestorejoblog.resourceType AS `resource_type`,
    jsonpayload_v1_bdrbackuprestorejoblog.sourceResourceId AS `resource_id`,
    jsonpayload_v1_bdrbackuprestorejoblog.jobId AS `job_id`,
    timestamp AS `log_timestamp`
  FROM
    deduped
  JOIN
    filled_latest
  ON
    filled_latest.job_id = jsonpayload_v1_bdrbackuprestorejoblog.jobId
    AND jsonpayload_v1_bdrbackuprestorejoblog.jobStatus = filled_latest.final_status
  ORDER BY
    parsed_start_time DESC
  '

  # Backup Jobs Summary
  create_routine "backup_jobs_summary" "TABLE_VALUED_FUNCTION" \
  '
  SELECT
      DATE(log_timestamp) AS `date`,
      resource_project_name,
      job_category,
      ROUND((COUNTIF(job_status = '"'"'SUCCESSFUL'"'"')/COUNT(*)) * 100, 2) AS `success_percent`,
      COUNT(*) AS `total`,
      COUNTIF(job_status = '"'"'SUCCESSFUL'"'"') AS `successful`,
      COUNTIF(job_status = '"'"'FAILED'"'"') AS `failed`,
      COUNTIF(job_status = '"'"'SKIPPED'"'"') AS `skipped`,
    FROM
      `'$PROJECT_ID'.'$DATASET'.backup_restore_jobs`(FROM_DATE,
        TO_DATE)
    WHERE job_category IN ('"'"'ON_DEMAND_BACKUP'"'"', '"'"'SCHEDULED_BACKUP'"'"') AND job_status IN ('"'"'SUCCESSFUL'"'"', '"'"'FAILED'"'"', '"'"'SKIPPED'"'"')
    GROUP BY
      `date`,
      resource_project_name,
      job_category
    ORDER BY
      `date` DESC
  '
  create_view "backup_jobs_summary"

  # Backup Jobs Details
  create_routine "backup_jobs_details" "TABLE_VALUED_FUNCTION" \
  '
  SELECT
      job_name,
      resource_name,
      resource_project_name,
      job_status,
      error_type,
      error_code,
      error_message,
      job_start_time,
      job_end_time,
      duration,
      incremental_backup_size_in_gib,
      backup_consistency_time,
      backup_plan_name,
      backup_rule,
      backup_vault_name,
      backup_vault_project_name,
      resource_location,
      resource_type,
      resource_id,
      job_category,
      job_id
    FROM
      `'$PROJECT_ID'.'$DATASET'.backup_restore_jobs`(FROM_DATE,
        TO_DATE)
    WHERE
      job_status IN ('"'"'SUCCESSFUL'"'"',
        '"'"'FAILED'"'"', '"'"'SKIPPED'"'"') AND job_category IN ('"'"'ON_DEMAND_BACKUP'"'"', '"'"'SCHEDULED_BACKUP'"'"')
  '
  create_view "backup_jobs_details"

  # Successful Backup Jobs Details
  create_routine "successful_backup_jobs" "TABLE_VALUED_FUNCTION" \
  'SELECT
      job_name,
      resource_name,
      resource_project_name,
      job_start_time,
      job_end_time,
      duration,
      incremental_backup_size_in_gib,
      backup_consistency_time,
      backup_plan_name,
      backup_rule,
      backup_vault_name,
      backup_vault_project_name,
      resource_type,
      resource_id,
      job_category,
      job_id
    FROM
      `'$PROJECT_ID'.'$DATASET'.backup_jobs_details`(FROM_DATE,
        TO_DATE) WHERE job_status = '"'"'SUCCESSFUL'"'"'
  '
  create_view "successful_backup_jobs"

  # Failed Backup Job Details
  create_routine "failed_backup_jobs" "TABLE_VALUED_FUNCTION" \
  '
  SELECT
      job_name,
      resource_name,
      resource_project_name,
      error_type,
      error_code,
      error_message,
      job_start_time,
      job_end_time,
      duration,
      backup_plan_name,
      backup_rule,
      backup_vault_name,
      backup_vault_project_name,
      resource_type,
      resource_id,
      job_category,
      job_id
    FROM
      `'$PROJECT_ID'.'$DATASET'.backup_jobs_details`(FROM_DATE,
        TO_DATE) WHERE job_status = '"'"'FAILED'"'"'
  '
  create_view "failed_backup_jobs"

  # Skipped Backup Job Details
  create_routine "skipped_backup_jobs" "TABLE_VALUED_FUNCTION" \
  '
  SELECT
      job_name,
      resource_name,
      resource_project_name,
      backup_plan_name,
      backup_rule,
      backup_vault_name,
      job_start_time,
      backup_vault_project_name,
      resource_type,
      resource_id,
      job_category,
      job_id
    FROM
      `'$PROJECT_ID'.'$DATASET'.backup_jobs_details`(FROM_DATE,
        TO_DATE)
    WHERE
      job_status = '"'"'SKIPPED'"'"'
  '
  create_view "skipped_backup_jobs"

  # Restore Jobs Summary
  create_routine "restore_jobs_summary" "TABLE_VALUED_FUNCTION" \
  '
  SELECT
      DATE(log_timestamp) AS `date`,
      restore_project_name,
      backup_vault_project_name,
      ROUND((COUNTIF(job_status = '"'"'SUCCESSFUL'"'"')/COUNT(*)) * 100, 2) AS `success_percent`,
      COUNT(*) AS `total`,
      COUNTIF(job_status = '"'"'SUCCESSFUL'"'"') AS `successful`,
      COUNTIF(job_status = '"'"'FAILED'"'"') AS `failed`,
    FROM
      `'$PROJECT_ID'.'$DATASET'.backup_restore_jobs`(FROM_DATE,
        TO_DATE)
    WHERE
      job_category = '"'"'RESTORE'"'"'
      AND job_status IN ('"'"'SUCCESSFUL'"'"',
        '"'"'FAILED'"'"')
    GROUP BY
      `date`,
      restore_project_name,
      backup_vault_project_name
    ORDER BY
      `date` DESC
  '
  create_view "restore_jobs_summary"

  # Restore Jobs Details
  create_routine "restore_jobs_details" "TABLE_VALUED_FUNCTION" \
  '
  SELECT
      job_name,
      resource_name,
      resource_project_name,
      job_status,
      error_type,
      error_code,
      error_message,
      job_start_time,
      job_end_time,
      duration,
      restore_resource_name,
      restore_project_name,
      backup_vault_name,
      backup_vault_project_name,
      resource_location,
      resource_type,
      resource_id,
      job_id
    FROM
      `'$PROJECT_ID'.'$DATASET'.backup_restore_jobs`(FROM_DATE,
        TO_DATE)
    WHERE
      job_category IN ('"'"'RESTORE'"'"')
      AND job_status IN ('"'"'SUCCESSFUL'"'"',
        '"'"'FAILED'"'"')
  '
  create_view "restore_jobs_details"
  }

  # Protected Resource Details
  create_protected_resource_routines_and_views() {
  create_routine "protected_resource_details" "TABLE_VALUED_FUNCTION" \
  '
  WITH
    dat AS (
    SELECT
      *,
      LAG(insertId, 1, '"'"'placeholder_id'"'"') OVER (ORDER BY timestamp, insertId) = insertId AS `insert_id_is_same`,
      LAG(timestamp, 1, TIMESTAMP_SECONDS(1)) OVER (ORDER BY timestamp, insertId) = timestamp AS `timestamp_is_same`

    FROM
      `'$PROJECT_ID'.'$DATASET'.'$PROTECTED_RESOURCE_TABLE_PREFIX'*` WHERE _TABLE_SUFFIX >= FROM_DATE AND _TABLE_SUFFIX <= TO_DATE
      ),
    deduped AS (
    SELECT
      * EXCEPT (`insert_id_is_same`,
        `timestamp_is_same`)
    FROM
      dat
    WHERE
      NOT (`insert_id_is_same`
        AND `timestamp_is_same`) ),
    latest_for_date AS (
    SELECT
      DATE(timestamp) AS `log_date`,
      jsonpayload_v1_bdrprotectedresourcelog.sourceresourcename AS `source_resource_name`,
      MAX(timestamp) AS `latest_timestamp`
    FROM
      deduped
    GROUP BY
      `log_date`,
      `source_resource_name` )
  SELECT
    DATE(timestamp) AS `date`,
    jsonpayload_v1_bdrprotectedresourcelog.resourcetype AS `resource_type`,
    REGEXP_EXTRACT(jsonpayload_v1_bdrprotectedresourcelog.sourceresourcename, '"'"'([^/]+)$'"'"') AS `resource_name`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrprotectedresourcelog.sourceresourcename, '"'"'/'"'"')) < 2, NULL, SPLIT(jsonpayload_v1_bdrprotectedresourcelog.sourceresourcename,'"'"'/'"'"')[1]) AS `resource_project_name`,
    jsonpayload_v1_bdrprotectedresourcelog.sourceresourcedatasizegib AS `resource_data_size_in_gib`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrprotectedresourcelog.currentbackupvaultname, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrprotectedresourcelog.currentbackupvaultname,'"'"'/'"'"')[5]) AS `backup_vault_name`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrprotectedresourcelog.currentbackupplanname, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrprotectedresourcelog.currentbackupplanname,'"'"'/'"'"')[5]) AS `backup_plan_name`,
    (
    SELECT
      ARRAY_AGG(STRUCT(
          array_entry.rulename AS `rule_name`,
          array_entry.recurrence AS `recurrence`,
          array_entry.recurrenceschedule AS `recurrence_schedule`,
          array_entry.backupwindow AS `backup_window`,
          IF(array_entry.backupwindowtimezone = '"'"'Etc/UTC'"'"', '"'"'UTC'"'"',array_entry.backupwindowtimezone)  AS `backup_window_time_zone`,
          array_entry.retentiondays AS `retention_days`
        ))
    FROM
      UNNEST(jsonpayload_v1_bdrprotectedresourcelog.currentbackupruledetails) array_entry ) AS `backup_rules`,
  DATE(PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', jsonpayload_v1_bdrprotectedresourcelog.lastprotectedon)) AS `last_backup_plan_assoc_date`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrprotectedresourcelog.currentbackupplanname, '"'"'/'"'"')) < 2, NULL, SPLIT(jsonpayload_v1_bdrprotectedresourcelog.currentbackupplanname,'"'"'/'"'"')[1]) AS `backup_vault_project_name`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrprotectedresourcelog.currentbackupplanname, '"'"'/'"'"')) < 4, NULL, SPLIT(jsonpayload_v1_bdrprotectedresourcelog.currentbackupplanname,'"'"'/'"'"')[3]) AS `backup_vault_location`,
  IF
    (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrprotectedresourcelog.sourceresourcename, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrprotectedresourcelog.sourceresourcename,'"'"'/'"'"')[3]) AS `resource_location`,
    jsonpayload_v1_bdrprotectedresourcelog.sourceresourceid AS `resource_id`,
  FROM
    deduped
  INNER JOIN
    latest_for_date
  ON
    DATE(timestamp) = latest_for_date.log_date
    AND timestamp = latest_for_date.latest_timestamp
    AND latest_for_date.`source_resource_name` = jsonpayload_v1_bdrprotectedresourcelog.sourceresourcename
  ORDER BY
    `date` DESC,
    `resource_name` ASC
  '
  create_view "protected_resource_details"
  }

  # Backup Vault Consumption
  create_backup_vault_consumption_routines_and_views() {
  create_routine "backup_vault_consumption" "TABLE_VALUED_FUNCTION" \
  '
  WITH
      dat AS (
      SELECT
        *,
      LAG(insertId, 1, '"'"'placeholder_id'"'"') OVER (ORDER BY timestamp, insertId) = insertId AS `insert_id_is_same`,
      LAG(timestamp, 1, TIMESTAMP_SECONDS(1)) OVER (ORDER BY timestamp, insertId) = timestamp AS `timestamp_is_same`
      FROM
        `'$PROJECT_ID'.'$DATASET'.'$BACKUP_VAULT_TABLE_PREFIX'*`
      WHERE
        jsonpayload_v1_bdrbackupvaultdetailslog.resourceType IN ('"'"'Compute Engine'"'"')
        AND _TABLE_SUFFIX >= FROM_DATE
        AND _TABLE_SUFFIX <= TO_DATE ),
      deduped AS (
      SELECT
        * EXCEPT (`insert_id_is_same`,
          `timestamp_is_same`)
      FROM
        dat
      WHERE
        NOT (`insert_id_is_same`
          AND `timestamp_is_same`) ),
      latest_for_date AS (
      SELECT
        DATE(timestamp) AS `log_date`,
        MAX(timestamp) AS `latest_timestamp`,
        jsonpayload_v1_bdrbackupvaultdetailslog.sourceresourcename AS `source_resource_name`,
      FROM
        deduped
      GROUP BY
        log_date,
        `source_resource_name`)
    SELECT
      DATE(timestamp) AS `date`,
      jsonpayload_v1_bdrbackupvaultdetailslog.resourcetype AS `resource_type`,
      REGEXP_EXTRACT(jsonpayload_v1_bdrbackupvaultdetailslog.sourceresourcename, '"'"'([^/]+)$'"'"') AS `resource_name`,
      SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.sourceresourcename, '"'"'/'"'"')[1] AS `resource_project_name`,
    IF
      (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.backupvaultname, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.backupvaultname,'"'"'/'"'"')[5]) AS `backup_vault_name`,
      jsonpayload_v1_bdrbackupvaultdetailslog.storedbytesgib AS `backup_vault_stored_bytes_in_gib`,
  CAST(jsonpayload_v1_bdrbackupvaultdetailslog.minimumEnforcedRetentionDays AS INT64) AS `backup_vault_minimum_enforced_retention_days`,
    IF
  (ARRAY_LENGTH(SPLIT(IF
  (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackupvaultdetailslog).currentbackupplanname) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackupvaultdetailslog).currentbackupplanname), NULL), '"'"'/'"'"')) < 6, NULL, SPLIT(IF
  (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackupvaultdetailslog).currentbackupplanname) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackupvaultdetailslog).currentbackupplanname), NULL),'"'"'/'"'"')[5]) AS `backup_plan_name`,
  PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', IF
  (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackupvaultdetailslog).firstavailablerestorepoint) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackupvaultdetailslog).firstavailablerestorepoint), NULL)) AS `first_available_restore_point`,
  PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', IF
  (JSON_TYPE(TO_JSON(jsonpayload_v1_bdrbackupvaultdetailslog).lastavailablerestorepoint) = '"'"'string'"'"', STRING(TO_JSON(jsonpayload_v1_bdrbackupvaultdetailslog).lastavailablerestorepoint), NULL)) AS `last_available_restore_point`,

    IF
      (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.backupvaultname, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.backupvaultname,'"'"'/'"'"')[1]) AS `backup_vault_project_name`,
    IF
      (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.backupvaultname, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.backupvaultname,'"'"'/'"'"')[3]) AS `backup_vault_location`,
    IF
      (ARRAY_LENGTH(SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.sourceresourcename, '"'"'/'"'"')) < 6, NULL, SPLIT(jsonpayload_v1_bdrbackupvaultdetailslog.sourceresourcename,'"'"'/'"'"')[3]) AS `resource_location`,
    FROM
      deduped
    INNER JOIN
      latest_for_date
    ON
      DATE(timestamp) = latest_for_date.log_date
      AND timestamp = latest_for_date.latest_timestamp
      AND jsonpayload_v1_bdrbackupvaultdetailslog.sourceresourcename = latest_for_date.`source_resource_name`
    ORDER BY
      `date` DESC,
      `resource_name` ASC
  '
  create_view "backup_vault_consumption"
  }

  # Daily Scheduled Compliance
  create_daily_scheduled_compliance_routine_and_view() {
  create_routine "daily_scheduled_compliance" "TABLE_VALUED_FUNCTION" \
  '
  WITH
    DailyComplianceWindows AS (
    SELECT
      * EXCEPT (backup_rules),
      PARSE_TIMESTAMP('"'"'%F %H:%M %Z'"'"', date || '"'"' '"'"' || REGEXP_EXTRACT_ALL(backup_window, '"'"'[0-9][0-9]:[0-9][0-9]'"'"')[0] || '"'"' '"'"' || backup_window_time_zone) AS expected_start_time,
      resource_project_name || '"'"'/'"'"' || resource_location || '"'"'/'"'"' || resource_id AS unique_resource_name,
    IF
      (REGEXP_EXTRACT_ALL(backup_window, '"'"'[0-9][0-9]:[0-9][0-9]'"'"')[1] = '"'"'24:00'"'"', TIMESTAMP_ADD(PARSE_TIMESTAMP('"'"'%F %H:%M %Z'"'"', date || '"'"' 23:59 '"'"' || backup_window_time_zone), INTERVAL 1 MINUTE), PARSE_TIMESTAMP('"'"'%F %H:%M %Z'"'"', date || '"'"' '"'"' || REGEXP_EXTRACT_ALL(backup_window, '"'"'[0-9][0-9]:[0-9][0-9]'"'"')[1] || '"'"' '"'"' || backup_window_time_zone)) AS expected_end_time
    FROM
      `'$PROJECT_ID'.'$DATASET'.protected_resource_details`(FROM_DATE, TO_DATE)
    CROSS JOIN
      UNNEST(backup_rules) AS rule
    ON
      rule.recurrence='"'"'Daily'"'"'),
    BackupJobs AS (
    SELECT
      *,
      resource_project_name || '"'"'/'"'"' || resource_location || '"'"'/'"'"' || resource_id AS unique_resource_name,
    FROM
      `'$PROJECT_ID'.'$DATASET'.backup_restore_jobs`(FROM_DATE, FORMAT_DATE('"'"'%Y%m%d'"'"', DATE_ADD(PARSE_DATE('"'"'%Y%m%d'"'"', TO_DATE), INTERVAL 10 DAY)))
    WHERE
      job_category IN ('"'"'ON_DEMAND_BACKUP'"'"',
        '"'"'SCHEDULED_BACKUP'"'"') ),
    DailyCompliance AS (
    SELECT
      date,
      DailyComplianceWindows.resource_type,
      DailyComplianceWindows.resource_name,
      DailyComplianceWindows.resource_project_name as `resource_project_name`,
      DailyComplianceWindows.backup_plan_name,
      DailyComplianceWindows.rule_name,
      DailyComplianceWindows.backup_window,
      DailyComplianceWindows.backup_window_time_zone,
      (CASE BackupJobs.job_status
          WHEN '"'"'SUCCESSFUL'"'"' THEN '"'"'Successful'"'"'
          WHEN '"'"'RUNNING'"'"' THEN '"'"'Pending'"'"'
          ELSE
      IF
        (CURRENT_TIMESTAMP() <= DailyComplianceWindows.expected_end_time, '"'"'Pending'"'"', '"'"'Failed'"'"')
      END
        ) AS backup_schedule_compliance_status,
      (CASE BackupJobs.job_status
          WHEN '"'"'SUCCESSFUL'"'"' THEN '"'"'Job '"'"' || BackupJobs.job_name || '"'"' was successful.'"'"'
          WHEN '"'"'RUNNING'"'"' THEN '"'"'Job '"'"' || BackupJobs.job_name || '"'"' is running.'"'"'
          ELSE
      IF
        (CURRENT_TIMESTAMP() <= DailyComplianceWindows.expected_end_time, '"'"'Backup window for '"'"'|| date || '"'"' has not passed yet.'"'"', '"'"'No successful backup job detected within backup window.'"'"')
      END
        ) AS comment,
      DailyComplianceWindows.backup_vault_name,
      DailyComplianceWindows.backup_vault_project_name as `backup_vault_project_name`,
      DailyComplianceWindows.backup_vault_location as `backup_vault_location`,
      DailyComplianceWindows.resource_location,
      ROW_NUMBER() OVER (PARTITION BY BackupJobs.unique_resource_name, DailyComplianceWindows.date, DailyComplianceWindows.rule_name ORDER BY (CASE BackupJobs.job_status WHEN '"'"'SUCCESSFUL'"'"' THEN 4 WHEN '"'"'RUNNING'"'"' THEN 3 ELSE 1 END ) DESC,
        BackupJobs.job_start_time ASC) AS row_number,
    FROM
      DailyComplianceWindows
    LEFT JOIN
      BackupJobs
    ON
      (BackupJobs.unique_resource_name = DailyComplianceWindows.unique_resource_name
        AND BackupJobs.backup_rule = DailyComplianceWindows.rule_name
        AND BackupJobs.job_status = '"'"'SUCCESSFUL'"'"'
        AND BackupJobs.backup_consistency_time >= DailyComplianceWindows.expected_start_time
        AND BackupJobs.backup_consistency_time <= DailyComplianceWindows.expected_end_time)
      OR (BackupJobs.unique_resource_name = DailyComplianceWindows.unique_resource_name
        AND BackupJobs.backup_rule = DailyComplianceWindows.rule_name
        AND BackupJobs.job_status = '"'"'RUNNING'"'"'
        AND BackupJobs.job_start_time >= DailyComplianceWindows.expected_start_time
        AND BackupJobs.job_start_time <= DailyComplianceWindows.expected_end_time)
    ORDER BY
      date DESC,
      BackupJobs.resource_name ASC)
  SELECT
    * EXCEPT(row_number)
  FROM
    DailyCompliance
  WHERE
    row_number = 1
  '
  create_view "daily_scheduled_compliance"
  }

  # --- Main script ---

  # Get the default project ID
  DEFAULT_PROJECT_ID=$(gcloud config get-value project)
  read -p "Enter Project ID (default: $DEFAULT_PROJECT_ID, press Enter to continue):" PROJECT_ID

  # Use default if no input is provided
  if [ -z "$PROJECT_ID" ]; then
    PROJECT_ID=$DEFAULT_PROJECT_ID
  fi

  ## Generate Access Token
  echo "Generating access token..."
  ACCESS_TOKEN=$(gcloud auth print-access-token --quiet)
  if [ -z "$ACCESS_TOKEN" ]; then
    echo "Failed to retrieve access token" >&2
    exit 1
  fi
  echo "Access token generated successfully..."

  ## Check if the dataset exists
  echo "Check if Reporting Dataset exists..."
  if bq --project_id $PROJECT_ID ls | grep "$DATASET" >/dev/null; then
    echo "Dataset $DATASET exists for $PROJECT_ID. Continuing."
  else
    echo "Dataset $DATASET does not exist for $PROJECT_ID. Exiting."
    exit 0
  fi

  ## Check if the tables exist
  echo "Determining which tables are available in BigQuery..."
  check_jobs_table=$(bq --project_id $PROJECT_ID query --format=csv --use_legacy_sql=false "Select COUNT(*)>0 from "$DATASET".INFORMATION_SCHEMA.TABLES WHERE table_name like '%"$JOBS_TABLE_PREFIX"%'" | tail -n +2 | tr -d ' ')
  check_protected_resource_table=$(bq --project_id $PROJECT_ID query --format=csv --use_legacy_sql=false "Select COUNT(*)>0 from "$DATASET".INFORMATION_SCHEMA.TABLES WHERE table_name like '%"$PROTECTED_RESOURCE_TABLE_PREFIX"%'" | tail -n +2 | tr -d ' ')
  check_backup_vault_consumption_table=$(bq --project_id $PROJECT_ID query --format=csv --use_legacy_sql=false "Select COUNT(*)>0 from "$DATASET".INFORMATION_SCHEMA.TABLES WHERE table_name like '%"$BACKUP_VAULT_TABLE_PREFIX"%'" | tail -n +2 | tr -d ' ')

  echo "Creating routines and views based on available tables.."
  if [ "$check_jobs_table" == 'true' ]; then
  create_jobs_routines_and_views
  fi

  if [ "$check_protected_resource_table" == 'true' ]; then
  create_protected_resource_routines_and_views
  fi

  if [ "$check_backup_vault_consumption_table" == 'true' ]; then
  create_backup_vault_consumption_routines_and_views
  fi

  if [ "$check_jobs_table" == 'true' ] && [ "$check_protected_resource_table" == 'true' ] ; then
  create_daily_scheduled_compliance_routine_and_view
  fi

  if [ $check_jobs_table == 'false' ] || [ $check_protected_resource_table == 'false' ] || [ $check_backup_vault_consumption_table == 'false' ]; then
  echo -e "\e[1m\e[33mAll the prebuilt reports could not be created successfully in BigQuery as one or more report logs are missing in the dataset $DATASET."
  echo -e "Please ensure that you have waited for at least 8 hours after creating the sink, and before running the script to create pre built reports. Try re-running the script again after some time to fix the issue."
  echo -e "Reach out to Google Cloud Support in case you are still facing this issue.\e[0m"
  else
  echo "Set up completed..."
  fi

Save the file with a name with a Bash file extension, for example, backupdrreports.sh.
Run the command bash using the file you just created. For example, bash backupdrreports.sh.

You can see the prebuilt reports under the dataset in the BigQuery Studio.

After you set up prebuilt reports, you can view the reports in Looker Studio or download prebuilt reports in a CSV file.

What's next

Learn how to Write custom queries in BigQuery
Learn how to View prebuilt reports in Google connected sheets for vaulted backups
Learn how to View prebuilt reports in Looker for vaulted backups