> ## Documentation Index
> Fetch the complete documentation index at: https://docs.paradime.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Audit Variables

> Bolt injects audit variables like run ID, schedule name, and trigger type into every dbt™ command so you can log, trace, and audit each production run.

Paradime provides a set of system environment variables that can be added to your dbt™ models to inject metadata at run time to add more information to your materialized tables in your data warehouse.

These can be used to help identify which schedules run relates to a given row of data in your tables.

| Variable name                                                                                                                                          | Example                                                                                 |
| ------------------------------------------------------------------------------------------------------------------------------------------------------ | --------------------------------------------------------------------------------------- |
| `PARADIME_WORKSPACE_NAME`                                                                                                                              | jaffle\_shop                                                                            |
| `PARADIME_SCHEDULE_NAME`                                                                                                                               | hourly\_run                                                                             |
| `PARADIME_SCHEDULE_RUN_ID`                                                                                                                             | 39828                                                                                   |
| `PARADIME_SCHEDULE_RUN_START_DTTM`                                                                                                                     | 2022-07-15 21:50:21.268372                                                              |
| `PARADIME_SCHEDULE_TRIGGER`                                                                                                                            | one of: • scheduler• manual from [user@email.com](mailto:user@email.com)• API• TURBO CI |
| `PARADIME_SCHEDULE_GIT_SHA`                                                                                                                            | 4a9fcff9277dfabd447157dea86dd7fdbd17d6f8                                                |
| `GITHUB_PR_NUMBER` (available only in TurboCI or on Merge runs when the [GitHub app integration](/products/bolt/ci-cd/turbo-ci/github) is configured). | 1253                                                                                    |

## Include env variables in your dbt™ models to audit your runs

Include any of the above variable in your dbt™ models. At run time, for each row of data in your data warehouse tables, with metadata to help audit each row.

```sql theme={"system"}
{% set payment_methods = ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] %}

with orders as (

    select * from {{ ref('stg_orders') }}

),

order_payments as (

    select * from {{ ref('order_payments') }}

),

final as (

    select
        orders.order_id,
        orders.customer_id,
        orders.order_date,
        orders.status,
        

        {% for payment_method in payment_methods -%}

        order_payments.{{payment_method}}_amount,

        {% endfor -%}

        order_payments.total_amount as amount

    from orders

    left join order_payments using (order_id)

)

select 

    *,
    -- Inject the audit metadata if available, otherwise use "manual"
    '{{ env_var("PARADIME_WORKSPACE_NAME", "manual") }}' as _audit_workspace_name,
    '{{ env_var("PARADIME_SCHEDULE_NAME", "manual") }}' as _audit_schedule_name,
    '{{ env_var("PARADIME_SCHEDULE_RUN_ID", "manual") }}' as _audit_schedule_run_id,
    '{{ env_var("PARADIME_SCHEDULE_RUN_START_DTTM", "manual") }}' as _audit_schedule_run_start_dttm,
    '{{ env_var("PARADIME_SCHEDULE_TRIGGER", "manual") }}' as _audit_schedule_trigger,
    '{{ env_var("PARADIME_SCHEDULE_GIT_SHA", "manual") }}' as _audit_schedule_git_sha,

from final
```


## Related topics

- [Audit Logs](/products/settings/audit-logs.md)
- [Audit Log](/developers/python-sdk/modules/audit-log.md)
- [Audit Logs API](/developers/graphql-api/api-reference/audit-logs-api.md)
- [Migration Playbook](/guides/migrations/dbt-cloud-tm-importer/migration-from-dbt-cloud-playbook.md)
- [GraphQL API](/developers/graphql-api/index.md)