Added old code

examples/inner_test.py

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+import shadowtube.preprocess as prep
+import shadowtube.recommend as rec
+
+raw_history = prep.parse_database("./short.db")
+
+# print(raw_history[0]["title"] + ": " + str(prep.relevancy(raw_history[0], raw_history)))
+# print(
+#    raw_history[28]["title"] + ": " + str(prep.relevancy(raw_history[28], raw_history))
+# )
+
+# for i in range(0, 10):
+#    print(prep.get_similarity(raw_history[i], raw_history))
+
+history = prep.sort_history(raw_history)
+print(len(history))
+
+# print(recommend(history))
+
+recommendations = rec.recommend(history, verbose=False)
+
+print(recommendations)

examples/tkinter_preview.py

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+import requests
+from io import BytesIO
+from PIL import Image, ImageTk
+import tkinter as tk
+import yt_dlp
+import shadowtube.recommend as rec
+import shadowtube.preprocess as prep
+
+# kjdshfgklshdfjkglkadshf
+
+import webbrowser
+
+# List of 8 YouTube video IDs
+video_ids = rec.recommend(
+    prep.sort_history(
+        prep.parse_database(
+            "/home/fedir/.var/app/io.freetubeapp.FreeTube/config/FreeTube/history.db"
+        )
+    ),
+    verbose=True,
+    count=8,
+)
+
+print(video_ids)
+
+
+def get_video_info(video_id):
+    """Fetch the title and thumbnail URL of a YouTube video using yt_dlp."""
+    ydl_opts = {"quiet": True, "no_warnings": True, "extract_flat": True}
+
+    with yt_dlp.YoutubeDL(ydl_opts) as ydl:
+        info = ydl.extract_info(
+            f"https://www.youtube.com/watch?v={video_id}", download=False
+        )
+        return info.get("title", "Title Not Found"), info.get("thumbnail", "")
+
+
+def open_video(event, video_id):
+    """Open the YouTube video in the default web browser when clicked."""
+    webbrowser.open(f"https://www.youtube.com/watch?v={video_id}")
+
+
+def show_video_preview(video_id, row, col):
+    """Fetch and display a video's title and thumbnail in a grid layout."""
+    title, thumbnail_url = get_video_info(video_id)
+
+    # Fetch thumbnail
+    response = requests.get(thumbnail_url)
+    if response.status_code == 200:
+        image_data = Image.open(BytesIO(response.content))
+        image_data = image_data.resize((200, 112))  # Resize for grid
+        photo = ImageTk.PhotoImage(image_data)
+    else:
+        photo = None
+
+    # Create thumbnail label (clickable)
+    thumbnail_label = tk.Label(root, image=photo, cursor="hand2")
+    thumbnail_label.image = photo  # Keep reference
+    thumbnail_label.grid(row=row, column=col, padx=10, pady=10)
+    thumbnail_label.bind("<Button-1>", lambda event, v=video_id: open_video(event, v))
+
+    # Create title label (wrapped text)
+    title_label = tk.Label(
+        root, text=title, font=("Arial", 10, "bold"), wraplength=200, justify="center"
+    )
+    title_label.grid(row=row + 1, column=col, padx=10, pady=5)
+
+
+# Create Tkinter window
+root = tk.Tk()
+root.title("YouTube Video Previews")
+
+# Add all 8 videos in a 2x4 grid
+for index, video_id in enumerate(video_ids):
+    row = (index // 4) * 2  # Every second row for the title
+    col = index % 4
+    show_video_preview(video_id, row, col)
+
+root.mainloop()
+
+
+# kjdhfglkjsdhfgkljhsdkfg