Lint

pipeline/transform/join_epc_pp.py

@@ -128,9 +128,7 @@ def main():
 
     # Social tenure fork: flag properties that were ever social housing
     social_tenure = (
-        epc_base.filter(
-            pl.col("TENURE").str.to_lowercase().str.contains("social")
-        )
+        epc_base.filter(pl.col("TENURE").str.to_lowercase().str.contains("social"))
         .select("epc_address", "POSTCODE")
         .unique()
         .with_columns(pl.lit("Yes").alias("was_council_house"))
@@ -139,16 +137,20 @@ def main():
     print(f"Former council houses (EPC social tenure): {social_tenure.height}")
 
     # Left-join events and social tenure back onto dedup EPC
-    epc = epc.join(
-        events.lazy(),
-        on=["epc_address", "POSTCODE"],
-        how="left",
-    ).join(
-        social_tenure.lazy(),
-        on=["epc_address", "POSTCODE"],
-        how="left",
-    ).with_columns(
-        pl.col("was_council_house").fill_null("No"),
+    epc = (
+        epc.join(
+            events.lazy(),
+            on=["epc_address", "POSTCODE"],
+            how="left",
+        )
+        .join(
+            social_tenure.lazy(),
+            on=["epc_address", "POSTCODE"],
+            how="left",
+        )
+        .with_columns(
+            pl.col("was_council_house").fill_null("No"),
+        )
     )
 
     print("EPC dataset")