support for redshift in attribution model (#394)

* support for redshift in attribution model * corrections as per reviews
rudderlabs · Jul 26, 2024 · 91b9173 · 91b9173
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commit 91b9173
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diff --git a/samples/attribution_project/models/attribution.yaml b/samples/attribution_project/models/attribution.yaml
@@ -0,0 +1,75 @@
+inputs:
+  - name: ga_campaign_stats
+    app_defaults:
+      table: dev.attribution_data.google_ads_campaign_stats
+      occurred_at_col: _FIVETRAN_SYNCED
+      ids:
+        - select: id
+          type: campaign_id
+          entity: campaign
+          to_default_stitcher: false
+  - name: lkdn_ad_analytic_campaign
+    app_defaults:
+      table: dev.attribution_data.linkedin_ads_ad_analytics_by_campaign
+      occurred_at_col: _FIVETRAN_SYNCED
+      ids:
+        - select: campaign_id
+          type: campaign_id
+          entity: campaign
+          to_default_stitcher: false
+  - name: fb_basic_campaign
+    app_defaults:
+      table: dev.attribution_data.facebook_ads_basic_campaign
+      occurred_at_col: _FIVETRAN_SYNCED
+      ids:
+        - select: campaign_id
+          type: campaign_id
+          entity: campaign
+          to_default_stitcher: false
+        - select: lower(campaign_name)
+          type: campaign_name
+          entity: campaign
+          to_default_stitcher: false
+models:
+  - name: campaign_id_graph
+    model_type: id_stitcher
+    model_spec:
+      validity_time: 24h # 1 day
+      entity_key: campaign
+      edge_sources:
+        - from: inputs/ga_campaign_stats
+        - from: inputs/lkdn_ad_analytic_campaign
+        - from: inputs/fb_basic_campaign
+        - from: inputs/rsMarketingPages
+var_groups:
+  - name: campaign_vars
+    entity_key: campaign
+    vars:
+      - entity_var:
+          name: campaign_start_date
+          select: DATE '2023-02-01'
+          is_feature: false
+      - entity_var:
+          name: campaign_end_date
+          select: DATE '2024-06-01'
+          is_feature: false
+      - entity_var:
+          name: fb_ads_conversions_value
+          select: CAST((RANDOM()*49) + 1 AS INT)
+          is_feature: false
+      - entity_var:
+          name: google_ads_utm_campaign
+          select: case when RANDOM()>0.5 then 1 else 0 end
+          is_feature: false
+      - entity_var:
+          name: fb_ads_impressions
+          select: CAST((RANDOM()*10) + 1 AS INT)
+          is_feature: false
+      - entity_var:
+          name: fb_ads_conversions
+          select: case when RANDOM()>0.5 then 5 else 2 end
+          is_feature: false
+      - entity_var:
+          name: google_ads_clicks
+          select: CAST((RANDOM()*15) + 1 AS INT)
+          is_feature: false