From 7f47cb371ff43bc7ec957cf52410f6ef12c2ee29 Mon Sep 17 00:00:00 2001
From: India Kerle <india.kerle@nesta.org.uk>
Date: Wed, 8 May 2024 17:09:01 +0100
Subject: [PATCH] fix formatting

---
 ojd_daps_skills/extract_skills/extract_skills_utils.py    | 1 +
 ojd_daps_skills/extract_skills/multiskill_rules.py        | 1 +
 .../map_skills/format_taxonomy/lightcast_formatting.py    | 8 ++++----
 ojd_daps_skills/map_skills/skill_mapper.py                | 6 +++---
 ojd_daps_skills/utils/text_cleaning.py                    | 1 +
 5 files changed, 10 insertions(+), 7 deletions(-)

diff --git a/ojd_daps_skills/extract_skills/extract_skills_utils.py b/ojd_daps_skills/extract_skills/extract_skills_utils.py
index 2259e4a0..ddb7298d 100644
--- a/ojd_daps_skills/extract_skills/extract_skills_utils.py
+++ b/ojd_daps_skills/extract_skills/extract_skills_utils.py
@@ -2,6 +2,7 @@
 Utility functions and a configuration manager for 
 extracting skills from job descriptions.
 """
+
 import os
 from typing import List, Optional
 
diff --git a/ojd_daps_skills/extract_skills/multiskill_rules.py b/ojd_daps_skills/extract_skills/multiskill_rules.py
index c5aeb233..1fb83cfb 100644
--- a/ojd_daps_skills/extract_skills/multiskill_rules.py
+++ b/ojd_daps_skills/extract_skills/multiskill_rules.py
@@ -1,6 +1,7 @@
 """
 Phrase splitting rules for multi-skill phrases. 
 """
+
 import re
 from typing import List
 
diff --git a/ojd_daps_skills/map_skills/format_taxonomy/lightcast_formatting.py b/ojd_daps_skills/map_skills/format_taxonomy/lightcast_formatting.py
index 46235819..769e4cd6 100644
--- a/ojd_daps_skills/map_skills/format_taxonomy/lightcast_formatting.py
+++ b/ojd_daps_skills/map_skills/format_taxonomy/lightcast_formatting.py
@@ -155,10 +155,10 @@ def remove_bad_hierarchy_levels(hierarchy_levels):
     lightcast_formatted = pd.concat(
         [all_skills, category_skills, subcategory_skills]
     ).reset_index(drop=True)
-    lightcast_formatted[
-        "hierarchy_levels"
-    ] = lightcast_formatted.hierarchy_levels.apply(map_subcategory_ids).apply(
-        remove_bad_hierarchy_levels
+    lightcast_formatted["hierarchy_levels"] = (
+        lightcast_formatted.hierarchy_levels.apply(map_subcategory_ids).apply(
+            remove_bad_hierarchy_levels
+        )
     )
     lightcast_formatted = lightcast_formatted.query("description.notna()").query(
         'description != "NULL"'
diff --git a/ojd_daps_skills/map_skills/skill_mapper.py b/ojd_daps_skills/map_skills/skill_mapper.py
index 488dc55e..3f56dd1b 100644
--- a/ojd_daps_skills/map_skills/skill_mapper.py
+++ b/ojd_daps_skills/map_skills/skill_mapper.py
@@ -219,9 +219,9 @@ def map_skills(self, job_ads: List[Doc]) -> List[Dict[str, Any]]:
                             high_hier_codes += [hier_level] * round(sim_score * 10)
                 high_tax_skills_results = {}
                 for hier_level in range(self.config.taxonomy_config["num_hier_levels"]):
-                    high_tax_skills_results[
-                        "most_common_level_" + str(hier_level)
-                    ] = get_most_common_code(high_hier_codes, hier_level)
+                    high_tax_skills_results["most_common_level_" + str(hier_level)] = (
+                        get_most_common_code(high_hier_codes, hier_level)
+                    )
 
                 if high_tax_skills_results:
                     match_results["high_tax_skills"] = high_tax_skills_results
diff --git a/ojd_daps_skills/utils/text_cleaning.py b/ojd_daps_skills/utils/text_cleaning.py
index a5beb0f1..d40158bf 100644
--- a/ojd_daps_skills/utils/text_cleaning.py
+++ b/ojd_daps_skills/utils/text_cleaning.py
@@ -1,6 +1,7 @@
 """
 Text cleaning utilities for the skills extraction pipeline.
 """
+
 import re
 from hashlib import md5