Halaman ini diterjemahkan oleh Cloud Translation API.

Menyiapkan laporan bawaan di BigQuery

Halaman ini menjelaskan cara menyiapkan dan melihat laporan bawaan di BigQuery untuk resource yang dilindungi menggunakan rencana pencadangan.

Untuk menyiapkan laporan, Anda perlu melakukan aktivitas satu kali dengan membuat sink log untuk mengalirkan data logging ke BigQuery, lalu menjalankan skrip bawaan. Jika Anda ingin menyiapkan dan melihat laporan bawaan di BigQuery untuk resource yang dilindungi menggunakan template pencadangan di konsol pengelolaan, lihat Menyiapkan laporan bawaan di BigQuery.

Peran IAM yang diperlukan

Izin IAM berikut diperlukan untuk melihat laporan bawaan di BigQuery untuk cadangan yang di-vault. Pelajari cara memberikan peran IAM.

Peran	Kapan memberikan peran
Logs Configuration Writer (`roles/logging.configWriter`) atau

Admin Logging (roles/logging.admin) dan Editor Data BigQuery (roles/bigquery.dataEditor) | Untuk membuat sink dan set data BigQuery dari konsol Google Cloud . | | Pemilik (roles/owner) | Untuk membuat sink dan set data BigQuery dari Google Cloud CLI. | | Admin BigQuery (bigquery.admin) | Untuk menulis kueri kustom atau mendownload kueri. |

Membuat sink dan merutekan log ke BigQuery untuk pencadangan yang diamankan

BigQuery hanya menyimpan log yang dibuat setelah sink log dibuat. Log yang dibuat sebelum membuat sink log tidak terlihat di BigQuery. Anda dapat membuat sink log dari Google Cloud konsol atau Google Cloud CLI.

Untuk membuat log sink dan rute di BigQuery untuk cadangan yang disimpan di brankas, lakukan hal berikut:

Konsol

Di konsol Google Cloud , buka halaman Log Router:
Buka halaman Router Log
Pilih project Google Cloud yang ada.
Klik Create sink.
Di panel Sink details, masukkan kolom berikut:
1. Sink name: masukkan nama sink sebagai bdr_report_sink. Anda harus menggunakan nama sink bdr_report_sink untuk mengidentifikasi laporan Pencadangan dan DR dari sink lain.
2. Deskripsi sink: Jelaskan tujuan atau kasus penggunaan sink.
Di panel Sink destination, lakukan hal berikut:
1. Di menu Select sink service, pilih layanan sink BigQuery dataset.
2. Di Select BigQuery dataset, pilih Create new BigQuery dataset.
3. Di halaman Buat set data, lakukan hal berikut:
  1. Untuk ID Set Data, masukkan nama set data sebagai bdr_reports untuk membedakannya dari set data lain. Jangan mengubah nama set data dari bdr_reports.
  2. Untuk Location type, pilih lokasi geografis untuk set data. Setelah set data dibuat, lokasi tidak dapat diubah.
  3. Opsional: Jika Anda ingin masa berlaku tabel dalam set data ini berakhir, pilih Aktifkan masa berakhir tabel, lalu tentukan Usia tabel maksimum default dalam hari.
  4. Klik Create dataset.
Di panel Pilih log untuk disertakan dalam sink, lakukan tindakan berikut:
1. Di kolom Build inclusion filter, masukkan ekspresi filter berikut yang cocok dengan entri log yang ingin Anda sertakan.
```
 logName=~"projects/PROJECT_ID/logs/backupdr.googleapis.com%2Fbdr_*" 
 Replace `PROJECT_ID` with the project name.
```
2. Untuk memverifikasi bahwa Anda memasukkan filter yang benar, pilih Pratinjau log. Tindakan ini akan membuka Logs Explorer di tab baru dengan filter yang telah diisi otomatis.
Opsional: Di panel Pilih log untuk memfilter sink, lakukan hal berikut:
1. Di kolom Nama filter pengecualian, masukkan nama.
2. Di kolom Buat filter pengecualian, masukkan ekspresi filter yang cocok dengan entri log yang ingin Anda kecualikan. Anda juga dapat menggunakan fungsi sampel untuk memilih sebagian entri log yang akan dikecualikan.
  
  Catatan: Jika Anda ingin filter pengecualian dinonaktifkan saat sink dibuat, pilih Nonaktifkan setelah Anda memasukkan ekspresi filter. Anda dapat memperbarui sink nanti untuk mengaktifkan filter pengecualian.
Pilih Buat sink.

Anda dapat melihat set data di BigQuery Studio.

gcloud

Buka Activate cloud shell, lalu klik Open editor.
Klik ikon , pilih File, lalu pilih File teks baru.

Salin dan tempel skrip berikut.

   #!/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. --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

Simpan file dengan nama yang memiliki ekstensi file Bash, misalnya, script.sh.
Jalankan perintah bash menggunakan file yang baru saja Anda buat. Misalnya, bash script.sh.

Anda dapat melihat set data yang dibuat di BigQuery Studio.

Menyiapkan laporan bawaan untuk pencadangan yang disimpan di brankas

Anda dapat menyiapkan laporan bawaan dengan menjalankan skrip berikut dalam set data tempat log dirutekan melalui sink log.

Skrip menambahkan laporan bawaan berikut:

Untuk menyiapkan laporan bawaan di BigQuery untuk cadangan yang disimpan di brankas, lakukan hal berikut:

gcloud

Buka Activate cloud shell, lalu klik Open editor.
Klik ikon , pilih File, lalu pilih File teks baru.

Salin dan tempel skrip laporan bawaan berikut ke 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_"
BACKUP_PLAN_TABLE_PREFIX="backupdr_googleapis_com_bdr_backup_plan_details_"
VIEW_FROM_DATE_SUFFIX="20000101"  #Use an old enough date so that the views should contain all the data.
ALLOWED_RESOURCE_TYPES='('"'"'Compute Engine'"'"', '"'"'Disk'"'"')'

# 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="$3"
# Construct the routine body JSON
local routine_body='
  {
  "definitionBody": "'"$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"
      }
      }
  ]
  }
'

# Use POST for creating a new routine
local http_method="POST"
local routine_id=""
# If routine exists use PUT to update the routine
if routine_exists "$routine_name"; then
echo "Routine $routine_name already exists. Updating the existing routine"
http_method="PUT"
routine_id="/$routine_name"
fi

# Construct the curl command with the routine body
local curl_command=(
  curl -s --request $http_method \
    "https://bigquery.googleapis.com/bigquery/v2/projects/$PROJECT_ID/datasets/$DATASET/routines$routine_id" \
    --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/updated 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'.'$JOBS_TABLE_PREFIX'*`
  WHERE
    _TABLE_SUFFIX >= FROM_DATE
    AND _TABLE_SUFFIX <= TO_DATE
    AND jsonpayload_v1_bdrbackuprestorejoblog.resourceType IN '"${ALLOWED_RESOURCE_TYPES}"' ),
  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 '"'"'ON_DEMAND_OPERATIONAL_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`,
  jsonpayload_v1_bdrbackuprestorejoblog.sourceresourcelocation 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'"'"', '"'"'ON_DEMAND_OPERATIONAL_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'"'"', '"'"'ON_DEMAND_OPERATIONAL_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'.'$PROTECTED_RESOURCE_TABLE_PREFIX'*` WHERE _TABLE_SUFFIX >= FROM_DATE AND _TABLE_SUFFIX <= TO_DATE
    AND jsonpayload_v1_bdrprotectedresourcelog.resourceType IN '"${ALLOWED_RESOURCE_TYPES}"'
    ),
  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`,
  jsonpayload_v1_bdrprotectedresourcelog.sourceresourcelocation 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'.'$BACKUP_VAULT_TABLE_PREFIX'*`
    WHERE
      jsonpayload_v1_bdrbackupvaultdetailslog.resourceType IN '"${ALLOWED_RESOURCE_TYPES}"'
      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`,
  jsonpayload_v1_bdrbackupvaultdetailslog.sourceresourcelocation 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"
}

# Backup Plan Details
create_backup_plan_details_routines_and_views() {
  create_routine "backup_plan_details" "TABLE_VALUED_FUNCTION" \
  '
  WITH
    backup_plan_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'.'$BACKUP_PLAN_TABLE_PREFIX'*`
      WHERE
        _TABLE_SUFFIX >= FROM_DATE
        AND _TABLE_SUFFIX <= TO_DATE
    ),
    backup_plan_deduped AS (
      SELECT
        * EXCEPT (`insert_id_is_same`, `timestamp_is_same`)
      FROM
        backup_plan_dat
      WHERE
        NOT (`insert_id_is_same` AND `timestamp_is_same`)
    ),
    backup_plan_latest_for_date AS (
      SELECT
        DATE(timestamp) AS `log_date`,
        MAX(timestamp) AS `latest_timestamp`,
        jsonpayload_v1_bdrbackupplandetailslog.backupplanname AS `backupplanname`
      FROM
        backup_plan_deduped
      GROUP BY
        `log_date`,
        `backupplanname`
    ),
    latest_backup_vault AS (
      SELECT
        timestamp,
        jsonpayload_v1_bdrbackupvaultdetailslog.backupvaultname as backupvaultname,
        jsonpayload_v1_bdrbackupvaultdetailslog.minimumenforcedretentiondays as minimumenforcedretentiondays,
        jsonpayload_v1_bdrbackupvaultdetailslog.effectivedateforenforcedretentionlock as effectivedateforenforcedretentionlock
      FROM `'$PROJECT_ID'.'$DATASET'.'$BACKUP_VAULT_TABLE_PREFIX'*`
      QUALIFY ROW_NUMBER() OVER (PARTITION BY jsonpayload_v1_bdrbackupvaultdetailslog.backupvaultname ORDER BY timestamp DESC) = 1
    )
  SELECT
    DATE(bp_d.timestamp) AS `date`,
    IF(ARRAY_LENGTH(SPLIT(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupplanname, '"'"'/'"'"')) < 6, NULL, SPLIT(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupplanname,'"'"'/'"'"')[OFFSET(5)]) AS `backup_plan_name`,
    IF(ARRAY_LENGTH(SPLIT(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupplanname, '"'"'/'"'"')) < 4, NULL, SPLIT(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupplanname, '"'"'/'"'"')[OFFSET(3)]) AS `backup_plan_location`,
    (
      SELECT
        ARRAY_AGG(STRUCT(
            rule_details.rulename AS `rule_name`,
            rule_details.recurrence AS `recurrence`,
            rule_details.recurrenceschedule AS `recurrence_schedule`,
            rule_details.backupwindow AS `backup_window`,
            IF(rule_details.backupwindowtimezone = '"'"'Etc/UTC'"'"', '"'"'UTC'"'"',rule_details.backupwindowtimezone)  AS `backup_window_time_zone`,
            rule_details.retentiondays AS `retention_days`
          ))
      FROM
        UNNEST(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupruledetails) rule_details
    ) AS `backup_rules`,
    IF(ARRAY_LENGTH(SPLIT(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupvaultname, '"'"'/'"'"')) < 6, NULL, SPLIT(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupvaultname,'"'"'/'"'"')[OFFSET(5)]) AS `backup_vault_name`,
    IF(ARRAY_LENGTH(SPLIT(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupvaultname, '"'"'/'"'"')) < 4, NULL, SPLIT(bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupvaultname, '"'"'/'"'"')[OFFSET(3)]) AS `backup_vault_location`,
    bp_d.jsonpayload_v1_bdrbackupplandetailslog.resourcesprotectedcount AS `resources_protected_count`,
    bp_d.jsonpayload_v1_bdrbackupplandetailslog.protecteddatavolumegib AS `protected_data_volume_gib`,
    bv_d.minimumenforcedretentiondays AS `minimum_enforced_retention_days`,
    bv_d.effectivedateforenforcedretentionlock AS `effective_date_for_enforced_retention_lock`,
    CASE
      WHEN bv_d.effectivedateforenforcedretentionlock IS NULL THEN '"'"'unlocked'"'"'
      WHEN LENGTH(TRIM(bv_d.effectivedateforenforcedretentionlock)) = 0 THEN '"'"'unlocked'"'"'
      WHEN PARSE_TIMESTAMP('"'"'%FT%H:%M:%E*S%Ez'"'"', bv_d.effectivedateforenforcedretentionlock) <= CURRENT_TIMESTAMP() THEN '"'"'locked'"'"'
      ELSE '"'"'unlocked'"'"'
    END AS `lock_on_enforced_retention`
  FROM
    backup_plan_deduped AS bp_d
    INNER JOIN backup_plan_latest_for_date AS bp_lfd
      ON DATE(bp_d.timestamp) = bp_lfd.log_date
      AND bp_d.timestamp = bp_lfd.latest_timestamp
      AND bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupplanname = bp_lfd.backupplanname
    LEFT JOIN latest_backup_vault AS bv_d
      ON bp_d.jsonpayload_v1_bdrbackupplandetailslog.backupvaultname = bv_d.backupvaultname
  ORDER BY
    `date` DESC,
    `backup_plan_name` ASC
  '
  create_view "backup_plan_details"
}

# 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'"'"',
      '"'"'ON_DEMAND_OPERATIONAL_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 '%"$BACKUP_VAULT_TABLE_PREFIX"%'" | tail -n +2 | tr -d ' ')
check_backup_plan_details_table=$(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_PLAN_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_backup_plan_details_table" == 'true' ]; then
create_backup_plan_details_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' ] || [ $check_backup_plan_details_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

Simpan file dengan nama yang memiliki ekstensi file Bash, misalnya, backupdrreports.sh.
Jalankan perintah bash menggunakan file yang baru saja Anda buat. Misalnya, bash backupdrreports.sh.

Anda dapat melihat laporan bawaan di bagian set data di BigQuery Studio.

Setelah menyiapkan laporan bawaan, Anda dapat melihat laporan di Looker Studio.

Langkah berikutnya

Pelajari cara Melihat laporan bawaan di Looker untuk cadangan yang disimpan di brankas

Menyiapkan laporan bawaan di BigQuery Tetap teratur dengan koleksi Simpan dan kategorikan konten berdasarkan preferensi Anda.

Peran IAM yang diperlukan

Membuat sink dan merutekan log ke BigQuery untuk pencadangan yang diamankan

Konsol

gcloud

Menyiapkan laporan bawaan untuk pencadangan yang disimpan di brankas

gcloud

Langkah berikutnya

Menyiapkan laporan bawaan di BigQuery