From 7713f7ef606040479297578ee09aeacf5976699c Mon Sep 17 00:00:00 2001 From: Karim Wadie Date: Tue, 18 Apr 2023 10:25:44 +0200 Subject: [PATCH] updated readme and arch diagram --- README.md | 66 ++++++++++++-------------------------- diagrams/architecture.png | Bin 243503 -> 650797 bytes 2 files changed, 21 insertions(+), 45 deletions(-) diff --git a/README.md b/README.md index 7f6f762..be3f1c2 100644 --- a/README.md +++ b/README.md @@ -69,7 +69,7 @@ and [BigQuery exports to Cloud Storage](https://cloud.google.com/bigquery/docs/e ### Backup Policies There are two ways to define backup policies for tables, and they can be used together: * Data Owner Configuration (decentralized). Referred to as "Manual" backup policies - * Defined on table level by the data owner via a Cloud Data Catalog tag template attached to the table. + * Defined on table level by the data owner via a JSON file stored in a common bucket. * Organization Default Configuration (centralized). Referred to as "Fallback" backup policies * Centrally defined JSON as part of the solution (i.e. in Terraform) * It offers default backup strategies on folder, project, dataset and table levels @@ -88,12 +88,12 @@ A cloud scheduler is used to send a BigQuery “Scan Scope” to the dispatcher #### Configurator * Fetch configuration - * Checks if the target table has a “Backup Policy” tag template with config_source = ‘manual’ attached to it or not + * Checks if the target table has a “Backup Policy” defined for it with config_source = ‘manual’ or not * If TRUE * Retrieves the cron_expression, last_backup_at fields and backup configurations (GCS and/or BQ Snapshot) * If FALSE * Retrieves the cron_expression and backup configurations from the most granular Fallback Policy (Table > dataset > project > folder) - * Check if the table has a “Backup Policy” tag template with config_source = ‘system’ attached. If so, retrieves the last_backup_at fields or null (first time backup) + * Check if the table has a “Backup Policy” with config_source = ‘system’ attached. If so, retrieves the last_backup_at fields or null (first time backup) * Filter * If the last_backup_at == null @@ -125,7 +125,7 @@ A cloud scheduler is used to send a BigQuery “Scan Scope” to the dispatcher * When the export job completes, BigQuery will log an event to Cloud Logging that is captured by a Log Sink and sent to the Tagger service #### Tagger -* If the request originates from the BigQuery Snapshoter, the tagger request is parsed from the PubSub message itslef. +* If the request originates from the BigQuery Snapshoter, the tagger request is parsed from the PubSub message itself. * If the request originates from the GCS Snapshoter, the tagger request is parsed from the staging persistent storage. * If the table has a “Backup Policy” it updates the `last_backup_at`, `last_bq_snapshot_storage_uri` and `last_gcs_snapshot_storage_uri` * If the table doesn't have a "Backup Policy" it creates a new one with config_source = ‘SYSTEM’ and sets all the backup policy fields based on the fallback policy used @@ -251,7 +251,7 @@ Both ways, one must set the below variables: ```yaml project = "" compute_region = "" -data_region = " (equals to $DATA_REGION)" +data_region = " (equals to $DATA_REGION)" ``` ##### Configure Cloud Scheduler Service Account @@ -544,22 +544,19 @@ $TAXONOMY \ ### Setting table-level backup policies -#### From Terminal - -Required Permissions: -* Make sure that the `gcloud` tool is set to use the host project (i.e. `$PROJECT_ID`) via checking `gcloud config get project` - and that you are authenticated to it via `gcloud auth application-default login` -* The user running the below commands (i.e `$ACCOUNT`) should have the following permissions: - * On the host project (i.e. `$PROJECT_ID`) - * "Service Usage Consumer" (`roles/serviceusage.serviceUsageConsumer`). This is to use the Data Catalog API. (PS: Data Catalog API doesn't have to be enabled on the data project) - * "Data Catalog TagTemplate User" (`roles/datacatalog.tagTemplateUser`). This is to use tag templates to tag tables - * On the data project (i.e. containing the table to be tagged) - * "BigQuery Metadata reader" (`roles/bigquery.metadataViewer`). This is to be able to lookup the table entry ID - * "bigquery.tables.updateTag" permission (e.g. included in `roles/bigquery.dataEditor`). This is to attach the tag template entry to the table +Update the fields in the below example policy and store in the backup policies store (i.e. GCS) ```shell -# Example tag template. Config Source must be 'MANUAL'. -export TAG="{ +# Use the default backup policies bucket unless overwritten in the .tfvars +export POLICIES_BUCKET=${PROJECT_ID}-bq-backup-manager-policies + +# set target table info +export TABLE_PROJECT= +export TABLE_DATASET= +export TABLE= + +# Config Source must be 'MANUAL' when assigned this way. +export BACKUP_POLICY="{ 'config_source' : 'MANUAL', 'backup_cron' : '0 0 0 1 1 1', 'backup_method' : 'Both', @@ -568,37 +565,16 @@ export TAG="{ 'backup_operation_project' : 'backup_project_name', 'gcs_snapshot_storage_location' : 'gs://backup-bucket', 'gcs_snapshot_format' : 'AVRO_SNAPPY', -'gcs_avro_use_logical_types' : true, +'gcs_avro_use_logical_types' : 'true', 'bq_snapshot_storage_dataset' : 'bq_backup', -'bq_snapshot_expiration_days' : 15}" +'bq_snapshot_expiration_days' : '15'}" -echo $TAG >> tag.json +# File name MUST BE backup_policy.json +echo $BACKUP_POLICY >> backup_policy.json -# Replace , and to reflect the table to be tagged -TABLE_ID=$(gcloud data-catalog entries lookup 'bigquery.table.``..
' --format="get(name)") - -gcloud data-catalog tags create \ ---location=eu \ ---entry-group=bigquery \ ---entry=$TABLE_ID \ ---tag-template=projects/$PROJECT_ID/locations/$DATA_REGION/tagTemplates/bq_backup_manager_template \ ---tag-file=tag.json +gsutil cp backup_policy.json gs://${POLICIES_BUCKET}/project=${TABLE_PROJECT}/dataset=${TABLE_DATASET}/table=${TABLE}/backup_policy.json ``` -#### From UI - -* From the GCP console, navigate to DataPlex -* Search for the table to be tagged -* Open the table link and press "Attach Tags" -* Follow the wizard - * on "Choose what to tag": Select "Table" - * on "Choose the tag templates": Select "BigQuery Backup Manager" - * set "Configuration Source" to "MANUAL" - * set the rest of the fields according to the desired backup policy - * Refer to the [Required Policy Fields](#Required-Policy-Fields), [BigQuery Snapshot Policy Fields](#BigQuery-Snapshot-Policy-Fields) and [GCS Snapshot Policy Fields](#GCS-Snapshot-Policy-Fields) sections for fields description - * ignore all the fields marked as "Read-Only" - * Click "Save" - ### Triggering backup operations The entry point of the solution is any of the Cloud Schedulers configured earlier. Cloud Schedulers will automatically execute based on their CRON expression, nevertheless, one could force-run them from diff --git a/diagrams/architecture.png b/diagrams/architecture.png index 2367db6247b4659d71c200726239d743dab09285..302ccae4243afc127e03a1764b8fc3ea044e83c7 100644 GIT binary patch literal 650797 zcmeFa%W~>U_b2#u54t)kqF$h*CpFj+-@hX45CUv7G~f$925;Ng-gt6CfDGa$4hUly z)~p_&-=L@6kJ9haqke_{tyC_Nx?nIHW8^KLeQZdCE}1LWef`$|_*uF5FaP;}`_KRS z*T4Qt>9TnDuYdg~{a^q3pZ|~l^?$+0|M}nluQLApPvg6b{J;M1|L1@IfB*HLa{r%m z_RHzNy;wc-Uq8|X_tg(wYujVzN4oe!*Nx%uuxS~skTLdOhQZex5zlaH@ZojfORF>~Z@? zI*<3Ifn)aY7sL2{bB|xY@PA7CJC*(W_&@OSbU5spPiFlu3wLv#O&=fPf;iD%m(}w1 z550ibJ*#Wt&xP6O+Vqt|dt~=9a-K@*hZ_Bd!F%Jy7+K0G=*djSXt_^yb=7~&zCFH< zPjeS}b1=ERot53Ec{N94%O1#wPaUQXGwuh@Y-qZpE!%GOa6vld5KljLhf~Kils@~R zo#F%fmoCWJ#T!e`XRbAWG4jv3pA~DWS?O6n?@ZlO4GcVmSeNR^6sK3u#b@llU5t!j zyKFbbOg7)-#WQJnpUs&&f@#If(LJ_CeDTy`;NF_ctEF(S;;@O;^q$2Xa%{WjSVMk5 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