James McCool
commited on
Commit
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1504942
1
Parent(s):
1501d6f
Implement button for export matching in app.py: add a button to initiate the creation of a name-to-ID mapping and apply best match logic, enhancing user interaction and functionality during the export process.
Browse files
app.py
CHANGED
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@@ -147,28 +147,29 @@ with tab1:
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st.write('starting name matching')
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st.session_state['projections_df'] = find_name_mismatches(st.session_state['portfolio'], st.session_state['projections_df'])
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if csv_file is not None and 'export_dict' not in st.session_state:
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st.session_state['origin_portfolio'] = st.session_state['portfolio'].copy()
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st.write('name matching complete')
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st.write('starting name matching')
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st.session_state['projections_df'] = find_name_mismatches(st.session_state['portfolio'], st.session_state['projections_df'])
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if csv_file is not None and 'export_dict' not in st.session_state:
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if st.button('Prepare export matching'):
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# Create a dictionary of Name to Name+ID from csv_file
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try:
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name_id_map = dict(zip(
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st.session_state['csv_file']['Name'],
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st.session_state['csv_file']['Name + ID']
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))
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except:
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name_id_map = dict(zip(
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st.session_state['csv_file']['Nickname'],
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st.session_state['csv_file']['Id']
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))
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# Function to find best match
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def find_best_match(name):
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best_match = process.extractOne(name, name_id_map.keys())
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if best_match and best_match[1] >= 85: # 85% match threshold
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return name_id_map[best_match[0]]
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return name # Return original name if no good match found
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# Apply the matching
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projections['upload_match'] = projections['player_names'].apply(find_best_match)
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st.session_state['export_dict'] = dict(zip(projections['player_names'], projections['upload_match']))
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st.session_state['origin_portfolio'] = st.session_state['portfolio'].copy()
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st.write('name matching complete')
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