Added in module AWR Ranking

ParaUtils/AWR/__init__.py

@@ -22,4 +22,22 @@ def set_AWR(DF):
 
 Current_AWR = (
     pd.read_excel(module_dir / '2025 Fall Performance AWR - 2025-10-07.xlsx')
-)
+)
+
+def find_AWR(performances,AWR=Current_AWR):
+    return (
+        performances
+        .astype({'SportClass':str})
+        .merge(
+            (
+                AWR.astype({'SportClass':str})
+                .pipe(lambda df: df[~df.AWR.isin('CAN|NR > 3'.split9'|')])
+                .drop('AWR',axis=1)
+                .rename(columns={'Seconds':'AWR'})
+            ),
+            on='Gender EventClass Stroke Distance'.split(),
+            how='inner'
+        )
+        .groupby('Gender EventClass Stroke Distance'.split(),group_keys=False)
+        .apply(lambda df: df.assign(AWR=1+len(df[df.AWR < df.Seconds]).head(1)))
+    )

setup.py

@@ -2,7 +2,7 @@ from setuptools import setup, find_packages
 
 setup(
     name="ParaUtils",
-    version="0.1.6.2",
+    version="0.1.6.3",
     packages=find_packages(),
     include_package_data=True,
 )