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azure-daily-export/table.py
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| #!/usr/bin/env python | |
| # -*- coding: utf-8 -*- | |
| # ============================================================================= | |
| # Created By : Gabriel Geise | |
| # Created Date: Tue Nov 12 12:06:00 EST 2021 | |
| # ============================================================================= | |
| ''' | |
| Utility script to create a table and view for recieving the Azure consumption data. | |
| Execute this script to initialize. | |
| ''' | |
| from config import config | |
| from google.cloud import bigquery | |
| client = bigquery.Client() | |
| project = client.project | |
| dataset_ref = bigquery.DatasetReference(project, config['dataset']) | |
| table_ref = dataset_ref.table(config['table_name']) | |
| schema=[ | |
| bigquery.SchemaField("charge_type", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("plan_name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("publisher_name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("resource_group", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("invoice_section", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("service_info2", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("frequency", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("service_info1", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("reservation_id", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("resource_id", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("consumed_service", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("reservation_name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("additional_info", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("resource_location", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("is_azure_credit_eligible", "BOOLEAN", "NULLABLE"), | |
| bigquery.SchemaField("billing_currency", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("unit_price", "FLOAT", "NULLABLE"), | |
| bigquery.SchemaField("cost", "FLOAT", "NULLABLE"), | |
| bigquery.SchemaField("effective_price", "FLOAT", "NULLABLE"), | |
| bigquery.SchemaField("quantity", "FLOAT", "NULLABLE"), | |
| bigquery.SchemaField("meter_details", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("product_order_id", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("cost_center", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("kind", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("meter_id", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("date", "TIMESTAMP", "NULLABLE", "bq-datetime"), | |
| bigquery.SchemaField("product", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("part_number", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("publisher_type", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("subscription_name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("account_name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("billing_period_end_date", "TIMESTAMP", "NULLABLE", "bq-datetime"), | |
| bigquery.SchemaField("offer_id", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("billing_account_name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("account_owner_id", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("billing_profile_id", "INTEGER", "NULLABLE"), | |
| bigquery.SchemaField("subscription_id", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("resource_name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("billing_profile_name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("name", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("billing_account_id", "INTEGER", "NULLABLE"), | |
| bigquery.SchemaField("billing_period_start_date", "TIMESTAMP", "NULLABLE", "bq-datetime"), | |
| bigquery.SchemaField("billing_period", "DATE","NULLABLE"), | |
| bigquery.SchemaField("type", "STRING", "NULLABLE"), | |
| bigquery.SchemaField("term", "INTEGER", "NULLABLE"), | |
| bigquery.SchemaField("id", "STRING", "NULLABLE") | |
| ] | |
| table = bigquery.Table(table_ref, schema=schema) | |
| table.time_partitioning = bigquery.TimePartitioning( | |
| type_=bigquery.TimePartitioningType.DAY, | |
| field="billing_period", # name of column to use for partitioning | |
| ) # 90 days | |
| table = client.create_table(table, exists_ok=True) | |
| view = bigquery.Table(dataset_ref.table("Azure_Summary_View")) | |
| view.view_query = ( | |
| " SELECT subscription_id, subscription_name, charge_type, billing_period, date, SUM(cost) as cost FROM `"+project+"."+config['dataset']+"."+config['table_name']+"` " + | |
| " where charge_type = \"Usage\" and (publisher_type = \"Azure\" or publisher_type is null) group by 4,1,2,3,5"+ | |
| " UNION"+ | |
| " ALL (Select subscription_id, subscription_name, \"Marketplace Purchases\" as charge_type, billing_period, date, SUM(cost) as cost FROM (Select distinct id, billing_period, subscription_id, subscription_name, date, cost from `up-eit-ce-production.CSP_Billing.Azure_Daily_Export` "+ | |
| " where publisher_type = \"Marketplace\") group by 4,1,2,3,5)"+ | |
| " UNION "+ | |
| " ALL (SELECT subscription_id, subscription_name, \"Reserved Instances\" as charge_type, billing_period, date, SUM(cost) as cost FROM `"+project+"."+config['dataset']+"."+config['table_name']+"` "+ | |
| " where charge_type = \"Purchase\" group by 4,1,2,3,5)") | |
| view = client.create_table(view, exists_ok=True) |