feat: add mlflow and lightbm model

2026-03-07 20:45:25 +00:00
parent b944d1f214
commit 61abb37ef4
12 changed files with 1430 additions and 4 deletions
--- a/data_platform/assets/ml/sql/select_training_data.sql
+++ b/data_platform/assets/ml/sql/select_training_data.sql
@@ -0,0 +1,26 @@
+select
+    fl.global_id,
+    fl.current_price,
+    fl.living_area,
+    fl.plot_area,
+    fl.bedrooms,
+    fl.rooms,
+    fl.construction_year,
+    fl.latitude,
+    fl.longitude,
+    fl.energy_label,
+    fl.has_garden,
+    fl.has_balcony,
+    fl.has_solar_panels,
+    fl.has_heat_pump,
+    fl.has_roof_terrace,
+    fl.is_energy_efficient,
+    fl.is_monument,
+    fl.photo_count,
+    fl.views,
+    fl.saves,
+    fl.price_per_sqm,
+    er.elo_rating
+from marts.funda_listings as fl
+inner join elo.ratings as er on fl.global_id = er.global_id
+where er.comparison_count >=: min_comparisons