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87 lines
2.4 KiB
Markdown
87 lines
2.4 KiB
Markdown
## Profile Set Up
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#### Use the following within profiles.yml
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----
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```yml
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terra:
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target: dev
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outputs:
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dev:
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type: snowflake
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account: vna27887.us-east-1
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role: INTERNAL_DEV
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user: <USERNAME>
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password: <PASSWORD>
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region: us-east-1
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database: TERRA_DEV
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warehouse: DATA_SCIENCE
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schema: silver
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threads: 12
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client_session_keep_alive: False
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query_tag: <QUERY_TAG>
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prod:
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type: snowflake
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account: vna27887.us-east-1
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role: DBT_CLOUD_TERRA
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user: <USERNAME>
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password: <PASSWORD>
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region: us-east-1
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database: TERRA
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warehouse: DATA_SCIENCE
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schema: silver
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threads: 12
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client_session_keep_alive: False
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query_tag: <QUERY_TAG>
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```
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### Resources:
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* Learn more about dbt [in the docs](https://docs.getdbt.com/docs/introduction)
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* Check out [Discourse](https://discourse.getdbt.com/) for commonly asked questions and answers
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* Join the [chat](https://community.getdbt.com/) on Slack for live discussions and support
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* Find [dbt events](https://events.getdbt.com) near you
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* Check out [the blog](https://blog.getdbt.com/) for the latest news on dbt's development and best practices
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## Applying Model Tags
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### Database / Schema level tags
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Database and schema tags are applied via the `add_database_or_schema_tags` macro. These tags are inherited by their downstream objects. To add/modify tags call the appropriate tag set function within the macro.
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```
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{{ set_database_tag_value('SOME_DATABASE_TAG_KEY','SOME_DATABASE_TAG_VALUE') }}
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{{ set_schema_tag_value('SOME_SCHEMA_TAG_KEY','SOME_SCHEMA_TAG_VALUE') }}
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```
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### Model tags
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To add/update a model's snowflake tags, add/modify the `meta` model property under `config`. Only table level tags are supported at this time via DBT.
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```
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{{ config(
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...,
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meta={
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'database_tags':{
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'table': {
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'PURPOSE': 'SOME_PURPOSE'
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}
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}
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},
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...
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) }}
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```
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By default, model tags are not pushed to snowflake on each load. You can push a tag update for a model by specifying the `UPDATE_SNOWFLAKE_TAGS` project variable during a run.
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```
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dbt run --var '{"UPDATE_SNOWFLAKE_TAGS":True}' -s models/core/core__fact_swaps.sql
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```
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### Querying for existing tags on a model in snowflake
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```
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select *
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from table(solana.information_schema.tag_references('terra.core.fact_blocks', 'table'));
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``` |