data update

functions/filter_projects.py

@@ -5,9 +5,13 @@ def contains_code(crs_codes, code_list):
     codes = str(crs_codes).split(';')
     return any(code in code_list for code in codes)
 
-def filter_projects(df, crs3_list, crs5_list, sdg_str, country_code_list, orga_code_list, query, model, embeddings, TOP_X_PROJECTS=30):
+def filter_projects(df, crs3_list, crs5_list, sdg_str, country_code_list, orga_code_list, 
+                    #query, 
+                    model, 
+                    #embeddings, 
+                    TOP_X_PROJECTS=30):
     # Check if filters where not all should be selected are empty
-    if crs3_list != [] or crs5_list != [] or sdg_str != "" or query != "":
+    if crs3_list != [] or crs5_list != [] or sdg_str != "": #or query != "":
 
         # FILTER CRS
         if crs3_list and not crs5_list:  
@@ -35,11 +39,12 @@ def filter_projects(df, crs3_list, crs5_list, sdg_str, country_code_list, orga_c
             df = df[df['orga_abbreviation'].isin(orga_code_list)]
 
         # FILTER QUERY
+        """
         if query != "" and len(df) > 0:
             if len(df) < TOP_X_PROJECTS:
                 TOP_X_PROJECTS = len(df)
             df = search(query, model, embeddings, df, TOP_X_PROJECTS)
-
+        """
 
 
         return df

similarity_page.py

@@ -111,6 +111,7 @@ def load_model():
     return model
 
 # Load Embeddings
+"""
 @st.cache_data 
 def load_embeddings_and_index():
     # Load embeddings
@@ -119,7 +120,7 @@ def load_embeddings_and_index():
     embeddings = stored_data["embeddings"]
 
     return embeddings
-    
+"""    
 
 # USE CACHE FUNCTIONS 
 sim_matrix = load_sim_matrix()
@@ -198,7 +199,7 @@ def show_multi_matching_page():
                 )
 
         # SEARCH BOX
-        query = st.text_input("Search Query")
+        #query = st.text_input("Search Query")
     
     with col3:
         # COUNTRY SELECTION
@@ -242,7 +243,11 @@ def show_multi_matching_page():
 
     # FILTER DF WITH SELECTED FILTER OPTIONS
     TOP_X_PROJECTS = 30
-    filtered_df = filter_projects(projects_df, crs3_list, crs5_list, sdg_str, country_code_list, orga_code_list, query, model, embeddings, TOP_X_PROJECTS)
+    filtered_df = filter_projects(projects_df, crs3_list, crs5_list, sdg_str, country_code_list, orga_code_list, 
+                                #query, 
+                                model, 
+                                #embeddings, 
+                                TOP_X_PROJECTS)
     if isinstance(filtered_df, pd.DataFrame) and len(filtered_df) != 0:
         # FIND MATCHES
         ## If only same country checkbox i sactivated
@@ -312,6 +317,7 @@ def show_single_matching_page():
         else:
             search_list = title_search_list
 
+
         project_option = st.selectbox(
                     label = 'Search for a project',
                     index = None,