tmp

LinkerPatternGenerator.py

@@ -94,10 +94,10 @@ def fuzzy_tag_pattern_generator():
     mappings = {}
 
     def fuzzy_tags_ratio(first: SongTags, second: SongTags):
-        title_ratio = fuzz.ratio(first.title, second.title) / 100
-        artist_ratio = fuzz.ratio(first.artist, second.artist) / 100
-        album_ratio = fuzz.ratio(first.album, second.album) / 100
-        return sum([title_ratio, artist_ratio, album_ratio]) / 3
+        title_ratio = fuzz.token_set_ratio(first.title, second.title) / 100
+        artist_ratio = fuzz.token_set_ratio(first.artist, second.artist) / 100
+        album_ratio = fuzz.token_set_ratio(first.album, second.album) / 100
+        return title_ratio, artist_ratio, album_ratio
 
     with tqdm(total=len(local_library), desc='Searching local songs on spotify') as pbar:
         for local_track_id, local_track in local_library.items():
@@ -111,9 +111,15 @@ def fuzzy_tag_pattern_generator():
 
                 ratios.append((fuzzy_tags_ratio(tag1, tag2), track['id']))
 
-            ratios.sort(reverse=True, key=lambda x: x[0])
-            if ratios[0][0] > 0.8:
-                mapping['items'] = [ratios[0][1]]
+            filtered_ratios = []
+            threshold = 0.8
+            for ratio in ratios:
+                if all([val > threshold for val in ratio[0]]):
+                    filtered_ratios.append((sum(i for i in ratio[0]) / len(ratio[0]), ratio[1]))
+
+            filtered_ratios.sort(reverse=True, key=lambda x: x[0])
+            if len(filtered_ratios):
+                mapping['items'] = [filtered_ratios[0][1]]
 
             mappings[local_track_id] = mapping
             pbar.update(1)

main.py

@@ -6,6 +6,9 @@ playlists = get_data('playlistTracks')
 top_artists = get_data('top_artists')
 top_tracks = get_data('top_tracks')
 user_tracks = get_data('tracks')
+link_patterns = [get_data('link_pattern_tags'), get_data('link_pattern_tags'), get_data('link_pattern_tags')]
+local_library = get_data("local_library")
+user_tracks_by_id = {track['track']['id']: track['track'] for track in user_tracks}
 
 
 def get_playlist_names(pl):
@@ -56,10 +59,80 @@ def print_tracks():
         track_idx += 1
 
 
+def sort_remote_tracks_by_popularity(track_ids):
+    out = []
+    for top_track in top_tracks:
+        if top_track['id'] in track_ids:
+            out.append(top_track['id'])
+    return out
+
+
+def print_link_stats(link_pattern):
+    resolved_reversed = {}
+    resolved = []
+    unresolved_local = []
+    unresolved_remote = []
+
+    for local_id, links in link_pattern.items():
+        if len(links['items']):
+            resolved.append(local_id)
+            resolved_reversed[links['items'][0]] = local_id
+        else:
+            unresolved_local.append(local_id)
+
+    for track in user_tracks:
+        track_id = track['track']['id']
+        if track_id not in resolved_reversed:
+            unresolved_remote.append(track_id)
+
+    print(f"Local Tracks: {len(local_library)}")
+    print(f"Remote Tracks: {len(user_tracks)}")
+
+    unresolved_remote = sort_remote_tracks_by_popularity(unresolved_remote)
+    unresolved_remote = unresolved_remote[0:min(len(unresolved_remote), 100)]
+
+    print(f"\nUnresolved tracks from the remote: {len(unresolved_remote)}")
+    index = 0
+    for remote_id in unresolved_remote:
+        remote_track = user_tracks_by_id[remote_id]
+        print(f"   {index}: '{remote_track['name']}' by '{get_artists_str(remote_track['artists'])}'")
+        index += 1
+
+    print(f"\nResolved tracks: {len(resolved)}")
+    index = 0
+    for link in resolved:
+        remote_id = link_pattern[link]['items'][0]
+        local_track = local_library[link]
+        remote_track = user_tracks_by_id[remote_id]
+
+        print(f"    {index}: '{local_track['name']}' by '{local_track['artist']}'", end='  ----> ')
+        print(f"'{remote_track['name']}' by '{get_artists_str(remote_track['artists'])}'")
+        index += 1
+
+    return
+    print(f"\nUnresolved tracks from the local: {len(unresolved_local)}")
+    index = 0
+    for link in unresolved_local:
+        local_track = local_library[link]
+        print(f"    {index}: '{local_track['name']}' by '{local_track['artist']}'")
+        index += 1
+
+
 class Interpreter(cmd.Cmd):
     intro = "Welcome to the interactive command loop. Type help or ? to list commands.\n"
     prompt = "(spotify) "
 
+    def do_link_patterns(self, arg):
+        """prints available linking patterns"""
+        print(f"0 - fuzzy tags")
+        print(f"1 - spotify")
+        print(f"2 - fuzzy")
+
+    def do_link_pattern(self, arg):
+        """prints available linking patterns"""
+        pattern_id = int(arg.split()[0])
+        print_link_stats(link_patterns[pattern_id])
+
     def do_playlists(self, arg):
         """prints user playlists"""
         pl_id = 0