Changed the environmental variables

`schema_name`, `paid_sources`, `extra_event_params` to be a bit more namespaced to this specific package.
Added prefix "GA4_data_"

README.md

@@ -72,14 +72,14 @@ We recommend that you add this package as a dependency to your own `dbt` package
 ### Package customizations
 
 We advise you to customize your package if you
-- Want to specify your own paid sources with `paid_sources`. 
+- Want to specify your own paid sources with `ga4_data_paid_sources`. 
   For instance, if Google marks Reddit ads as organic, you can define them as paid.
-- Want to unpack more event parameters with `extra_event_params`.
+- Want to unpack more event parameters with `ga4_data_extra_event_params`.
 
-The columns name for `extra_event_params` and `paid_sources` may be configured in `dbt_project.yml` or by passing the variables in command line:
+The columns name for `ga4_data_extra_event_params` and `ga4_data_paid_sources` may be configured in `dbt_project.yml` or by passing the variables in command line:
 
 ```shell
-dbt run --profiles-dir . --vars '{schema_name: <schema_name>, paid_sources: ["reddit.com", "youtube.com"], extra_event_params: ["page_referrer"]}' --fail-fast
+dbt run --profiles-dir . --vars '{ga4_data_schema_name: <schema_name>, ga4_data_paid_sources: ["reddit.com", "youtube.com"], ga4_data_extra_event_params: ["page_referrer"]}' --fail-fast
 ```
 
 
@@ -209,7 +209,7 @@ Options:
 ```shell
 python bigquery_pipeline.py --table events --month 11 --year 2023 \
        --destination bigquery --dataset test_dataset --pipeline_name my_bigquery_pipeline \
-       --dbt_run_params "--fail-fast --full-refresh" --dbt_additional_vars "paid_sources=['reddit.com']" 
+       --dbt_run_params "--fail-fast --full-refresh" --dbt_additional_vars "ga4_data_paid_sources=['reddit.com']" 
 ```
 
 Read more about a running pipeline: [Run a pipeline.](https://dlthub.com/docs/walkthroughs/run-a-pipeline) 

bigquery_pipeline.py

@@ -54,7 +54,7 @@ def transform_data(pipeline, dbt_run_params, dbt_additional_vars: Optional[dict]
     #       and the `venv` argument to dlt.dbt.package()
     venv = dlt.dbt.get_venv(pipeline)
     dbt = dlt.dbt.package(pipeline, "dbt_transform", venv=venv)
-    additional_vars = {"schema_name": pipeline.dataset_name}
+    additional_vars = {"ga4_data_schema_name": pipeline.dataset_name}
     if dbt_additional_vars:
         additional_vars.update(dbt_additional_vars)
     # run the models and collect any info

dbt_project.yml

@@ -11,9 +11,9 @@ require-dbt-version: [">=1.7.0", "<2.0.0"]
 profile: 'ga4_schema_redshift'
 
 vars:
-  schema_name: GA4_DATA
-  paid_sources: ['reddit.com']
-  extra_event_params:
+  ga4_data_schema_name: GA4_DATA
+  ga4_data_paid_sources: ['reddit.com']
+  ga4_data_extra_event_params:
     - 'page_referrer'
 
 # These configurations specify where dbt should look for different types of files.

dbt_transform/models/dimensions/dim_traffic_source.sql

@@ -5,7 +5,7 @@ SELECT
     traffic_source__medium,
     traffic_source__source,
     CASE
-        WHEN traffic_source__source IN ({{ "'" + var('paid_sources')|join("', '") + "'" }}) THEN 'paid'
+        WHEN traffic_source__source IN ({{ "'" + var('ga4_data_paid_sources')|join("', '") + "'" }}) THEN 'paid'
         ELSE 'organic'
     END as custom_source
 FROM

dbt_transform/models/sources.yml

@@ -2,7 +2,7 @@ version: 2
 
 sources:
   - name: dlt_metadata
-    schema: "{{ var('schema_name') }}"
+    schema: "{{ var('ga4_data_schema_name') }}"
     tables:
       - name: _dlt_loads
       - name: _dlt_version
@@ -12,7 +12,7 @@ sources:
               - dbt_expectations.expect_column_to_exist
 
   - name: ga4_select_star
-    schema: "{{ var('schema_name') }}"
+    schema: "{{ var('ga4_data_schema_name') }}"
     tables:
       - name: events
       - name: events__event_params

dbt_transform/models/staging/stg_event_params_unpacked.sql

@@ -43,7 +43,7 @@ SELECT
         END
     ) as {{ param }}
     {% endfor %}
-    {% for param in var('extra_event_params') %}
+    {% for param in var('ga4_data_extra_event_params') %}
     , MAX(
         CASE
             WHEN event_name = '{{ param }}' THEN param_value

profiles.yml

@@ -8,7 +8,7 @@ ga4_schema_redshift:
       password: "{{ env_var('PG_PASSWORD') }}"
       port: "{{ env_var('PG_PORT', 5439) | as_number }}"
       dbname: "{{ env_var('PG_DATABASE_NAME') }}"
-      schema: "{{ var('schema_name') }}"
+      schema: "{{ var('ga4_data_schema_name') }}"
       threads: 4
       keepalives_idle: 0 # default 0, indicating the system default
       connect_timeout: 10 # default 10 seconds
@@ -30,7 +30,7 @@ ga4_schema_snowflake:
       role: "{{ env_var('SF_ROLE') }}"
       database: "{{ env_var('SF_DATABASE_NAME') }}"
       warehouse: "{{ env_var('SF_WAREHOUSE') }}"
-      schema:  "{{ var('schema_name') }}"
+      schema:  "{{ var('ga4_data_schema_name') }}"
       threads: 4
 
       # optional
@@ -59,7 +59,7 @@ ga4_schema_snowflake_key_pair:
       role: "{{ env_var('SF_ROLE') }}"
       database: "{{ env_var('SF_DATABASE_NAME') }}"
       warehouse: "{{ env_var('SF_WAREHOUSE') }}"
-      schema:  "{{ var('schema_name') }}"
+      schema:  "{{ var('ga4_data_schema_name') }}"
       threads: 4
 
       # optional
@@ -76,7 +76,7 @@ ga4_schema_bigquery:
       type: bigquery
       method: service-account-json
       project: "{{ env_var('BQ_PROJECT_ID') }}"
-      schema: "{{ var('schema_name') }}"
+      schema: "{{ var('ga4_data_schema_name') }}"
       keyfile_json:
         type: service_account
         project_id: "{{ env_var('BQ_PROJECT_ID') }}"
@@ -94,7 +94,7 @@ ga4_schema_bigquery_service_file:
       type: bigquery
       method: service-account
       project: "{{ env_var('BQ_PROJECT_ID') }}"
-      schema: "{{ var('schema_name') }}"
+      schema: "{{ var('ga4_data_schema_name') }}"
       keyfile: "{{ env_var('BQ_KEY_FILE_PATH') }}"
       threads: 4
       keepalives_idle: 0 # default 0, indicating the system default