Upload token_filter.py

token_filter.py

@@ -0,0 +1,26 @@
+import json
+
+# Load the JSON data from your file
+with open('discord_logs.json', 'r') as json_file:
+    data = json.load(json_file)
+
+# Define the minimum values for filtering
+minimum_average_token_length = 125  # Set your desired minimum average token length
+minimum_median_token_length = 125  # Set your desired minimum median token length
+minimum_conversations_length = 6   # Set your desired minimum length of the 'conversations' array
+
+# Filter the items that meet the minimum criteria
+filtered_items = [
+    item for item in data
+    if item.get('average_token_length', 0) >= minimum_average_token_length
+    and item.get('median_token_length', 0) >= minimum_median_token_length
+    and len(item.get('conversations', [])) >= minimum_conversations_length
+]
+
+# Save the filtered items to a new JSON file
+with open(f'{minimum_median_token_length}_tokens_{minimum_conversations_length}_messages.json', 'w') as filtered_json_file:
+    json.dump(filtered_items, filtered_json_file, indent=4)
+
+# Optionally, you can print the filtered items
+for i, item in enumerate(filtered_items):
+    print(f"Filtered Item {i + 1} - Average Token Length: {item.get('average_token_length')}, Conversations Length: {len(item.get('conversations', []))}")