From c3e04d2d007f191f5b2e6c3b0fa7d1737e6749fd Mon Sep 17 00:00:00 2001
From: Michael Duong <michaelduong22@gmail.com>
Date: Tue, 28 May 2024 18:14:47 +0100
Subject: [PATCH] add temp fix for cleaned to allow for new builds to flag
 thermal unit

---
 etl/epc/Pipeline.py | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/etl/epc/Pipeline.py b/etl/epc/Pipeline.py
index 6abf05bd..3a078703 100644
--- a/etl/epc/Pipeline.py
+++ b/etl/epc/Pipeline.py
@@ -64,6 +64,21 @@ def get_cleaned_description_mapping():
 
 clean_lookup = get_cleaned_description_mapping()
 
+# TODO: THIS IS A TEMPORARY FIX
+new_walls_description_mapping = pd.DataFrame(clean_lookup["walls-description"])
+
+import numpy as np
+
+new_walls_description_mapping["thermal_transmittance_unit"] = np.where(
+    ~pd.isnull(new_walls_description_mapping["thermal_transmittance_unit"]),
+    "w/m-¦k",
+    new_walls_description_mapping["thermal_transmittance_unit"],
+)
+
+clean_lookup["walls-description"] = new_walls_description_mapping.to_dict(
+    orient="records"
+)
+
 
 class EPCPipeline:
     """