dbt-learn-jinja's Issues
Provide a BigQuery version of clean_stale_models macro
You may reuse an exemple provided by Luis Cebrian :
-- Removes tables and views from the given run configuration
-- Usage in production:
-- dbt run-operation cleanup_dataset
-- To only see the commands that it is about to perform:
-- dbt run-operation cleanup_dataset --args '{"dry_run": True}'
{% macro cleanup_dataset(dry_run=False) %}
{% if execute %}
{% set current_model_locations={} %}
{% for node in graph.nodes.values() | selectattr("resource_type", "in", ["model", "seed", "snapshot"])%}
{% if not node.database in current_model_locations %}
{% do current_model_locations.update({node.database: {}}) %}
{% endif %}
{% if not node.schema in current_model_locations[node.database] %}
{% do current_model_locations[node.database].update({node.schema: []}) %}
{% endif %}
{% set table_name = node.alias if node.alias else node.name %}
{% do current_model_locations[node.database][node.schema].append(table_name) %}
{% endfor %}
{% endif %}
{% set cleanup_query %}
with models_to_drop as (
{% for database in current_model_locations.keys() %}
{% if loop.index > 1 %}union all{% endif %}
{% for dataset, tables in current_model_locations[database].items() %}
{% if loop.index > 1 %}union all{% endif %}
select
table_type,
table_catalog,
table_schema,
table_name,
case
when table_type = 'BASE TABLE' then 'TABLE'
when table_type = 'VIEW' then 'VIEW'
end as relation_type,
array_to_string([table_catalog, table_schema, table_name], '.') as relation_name
from {{ dataset }}.INFORMATION_SCHEMA.TABLES
where not (table_name in ('{{ "', '".join(tables) }}'))
{% endfor %}
{% endfor %}
),
drop_commands as (
select 'drop ' || relation_type || ' `' || relation_name || '`;' as command
from models_to_drop
)
select command
from drop_commands
-- intentionally exclude unhandled table_types, including 'external table`
where command is not null
{% endset %}
{% set drop_commands = run_query(cleanup_query).columns[0].values() %}
{% if drop_commands %}
{% for drop_command in drop_commands %}
{% do log(drop_command, True) %}
{% if dry_run | as_bool == False %}
{% do run_query(drop_command) %}
{% endif %}
{% endfor %}
{% else %}
{% do log('No relations to clean.', True) %}
{% endif %}
{%- endmacro -%}
Regards
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