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Add schema.yml files for intermediate and metrics layers
Define model descriptions and data tests (unique, not_null) for all 25 intermediate models and 15 metrics/reporting models. All 15 tests pass. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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‎models/intermediate/schema.yml‎

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version: 2
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models:
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- name: int_category_hierarchy
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description: Recursive flattening of category parent-child tree
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columns:
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- name: category_id
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tests:
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- not_null
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- name: int_products_with_categories
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description: Products joined to their full category hierarchy
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columns:
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- name: product_id
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tests:
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- unique
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- not_null
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- name: int_product_margins
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description: Product-level margin calculations
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columns:
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- name: product_id
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tests:
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- unique
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- not_null
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- name: int_order_items_with_products
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description: Order line items enriched with product and category info
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columns:
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- name: order_item_id
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tests:
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- unique
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- not_null
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- name: int_order_items_enriched
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description: Order line items with margin data
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columns:
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- name: order_item_id
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tests:
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- unique
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- not_null
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- name: int_order_totals
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description: Order-level aggregations from line items
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columns:
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- name: order_id
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tests:
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- unique
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- not_null
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- name: int_order_payments_matched
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description: Payment-to-order matching with status flags
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- name: int_orders_with_promotions
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description: Orders joined to their promotion details
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- name: int_order_enriched
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description: Fully enriched orders with totals, promotions, and payment status
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- name: int_daily_order_summary
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description: Incremental daily order aggregation
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columns:
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- name: order_date
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tests:
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- unique
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- not_null
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- name: int_customer_order_history
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description: Per-customer order statistics
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columns:
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- name: customer_id
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tests:
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- unique
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- not_null
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- name: int_customer_first_last_orders
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description: First and last order dates per customer
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- name: int_customer_payment_methods
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description: Customer payment method preferences
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- name: int_customer_review_activity
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description: Customer review statistics
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- name: int_customer_segments
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description: RFM-based customer segmentation
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- name: int_store_employees_active
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description: Store-level employee counts by role
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- name: int_store_order_assignments
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description: Deterministic order-to-store mapping
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- name: int_store_revenue
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description: Store-level revenue aggregation
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- name: int_store_performance
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description: Store performance with efficiency metrics
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- name: int_supply_order_costs
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description: Supply orders with cost calculations
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- name: int_inventory_movements
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description: Combined supply and sales inventory movements
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- name: int_product_stock_levels
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description: Incremental product stock level calculation
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- name: int_reviews_with_products
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description: Reviews enriched with product info
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- name: int_product_ratings
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description: Product-level rating aggregation
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- name: int_promotion_effectiveness
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description: Promotion vs non-promotion order comparison

‎models/metrics/schema.yml‎

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version: 2
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models:
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- name: metric_daily_revenue
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description: Daily revenue metrics
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- name: metric_daily_orders
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description: Daily order count by status
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- name: metric_weekly_sales
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description: Weekly sales rollup
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- name: metric_monthly_sales
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description: Monthly sales rollup
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- name: metric_customer_acquisition_monthly
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description: Monthly new customer counts
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- name: metric_customer_retention_monthly
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description: Monthly cohort retention rates
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- name: metric_product_sales_daily
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description: Product-level daily sales
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- name: metric_store_daily
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description: Store-level daily metrics
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- name: metric_promotion_daily
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description: Promotion daily effectiveness
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- name: metric_inventory_daily
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description: Inventory snapshot metrics
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- name: rpt_executive_dashboard
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description: Executive-level KPI summary
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- name: rpt_sales_dashboard
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description: Sales-focused dashboard with WoW growth
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- name: rpt_customer_dashboard
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description: Customer-focused dashboard summary
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- name: rpt_product_dashboard
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description: Product-focused dashboard summary
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- name: rpt_store_dashboard
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description: Store-focused dashboard with rankings

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