Change layer naming

This commit is contained in:
Deeman
2025-09-10 18:46:18 +02:00
parent f5f2dbc7a5
commit 85704a4bf1
5 changed files with 315 additions and 0 deletions

View File

@@ -0,0 +1,100 @@
MODEL (
name serving.commodity_metrics,
kind INCREMENTAL_BY_TIME_RANGE (
time_column ingest_date
),
start '2006-08-01',
cron '@daily'
);
-- CTE to calculate country-level derived metrics
WITH country_metrics AS (
SELECT
commodity_code,
commodity_name,
country_code,
country_name,
ingest_date,
Production,
Imports,
Exports,
Total_Distribution,
Ending_Stocks,
-- Derived metrics per country, mirroring Python script
(Production + Imports - Exports) AS Net_Supply,
(Exports - Imports) AS Trade_Balance,
(Production + Imports - Exports) - Total_Distribution AS Supply_Demand_Balance,
-- Handle division by zero for Stock-to-Use Ratio
(Ending_Stocks / NULLIF(Total_Distribution, 0)) * 100 AS Stock_to_Use_Ratio_pct,
-- Calculate Production YoY percentage change using a window function
(Production - LAG(Production, 1, 0) OVER (PARTITION BY commodity_code, country_code ORDER BY ingest_date)) / NULLIF(LAG(Production, 1, 0) OVER (PARTITION BY commodity_code, country_code ORDER BY ingest_date), 0) * 100 AS Production_YoY_pct
FROM cleaned.psdalldata__commodity_pivoted
),
global_aggregates AS (
SELECT
commodity_code,
commodity_name,
NULL::TEXT AS country_code, -- Use NULL for global aggregates
'Global' AS country_name,
ingest_date,
SUM(Production) AS Production,
SUM(Imports) AS Imports,
SUM(Exports) AS Exports,
SUM(Total_Distribution) AS Total_Distribution,
SUM(Ending_Stocks) AS Ending_Stocks
FROM cleaned.psdalldata__commodity_pivoted
GROUP BY
commodity_code,
commodity_name,
ingest_date
),
-- CTE to calculate derived metrics for global aggregates
global_metrics AS (
SELECT
commodity_code,
commodity_name,
country_code,
country_name,
ingest_date,
Production,
Imports,
Exports,
Total_Distribution,
Ending_Stocks,
(Production + Imports - Exports) AS Net_Supply,
(Exports - Imports) AS Trade_Balance,
(Production + Imports - Exports) - Total_Distribution AS Supply_Demand_Balance,
(Ending_Stocks / NULLIF(Total_Distribution, 0)) * 100 AS Stock_to_Use_Ratio_pct,
(Production - LAG(Production, 1, 0) OVER (PARTITION BY commodity_code ORDER BY ingest_date)) / NULLIF(LAG(Production, 1, 0) OVER (PARTITION BY commodity_code ORDER BY ingest_date), 0) * 100 AS Production_YoY_pct
FROM global_aggregates
)
-- Combine country-level and global-level data into a single output
SELECT
commodity_code,
commodity_name,
country_code,
country_name,
ingest_date,
Production,
Imports,
Exports,
Total_Distribution,
Ending_Stocks,
Net_Supply,
Trade_Balance,
Supply_Demand_Balance,
Stock_to_Use_Ratio_pct,
Production_YoY_pct
FROM (
SELECT
*
FROM country_metrics
UNION ALL
SELECT
*
FROM global_metrics
) AS combined_data
ORDER BY
commodity_name,
country_name,
ingest_date;