awoo

Signed-off-by: Balazs Horvath <acsipont@gmail.com>

dataset_tools/Escape Parentheses.ipynb

@@ -66,94 +66,105 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\1vw3q7q5knu71.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, rating_safe, anthro, clothing, solo, outside, clothed, 3d \\(artwork\\), detailed background, fur, water, black fur, white fur, white body, black body, feet, underwater, in the image anthro male dharrel jex a species characterized by its white and black furred head is depicted in a solo adventure underwater., this canine-like mammal is clothed in dark bottomwear and topwear in the 3d artwork., the jex’s dominantly white fur contrasts with the dark surroundings making it a focal point in the scene., the detailed background reveals ancient city submerged in water its ruins hinting at a forgotten past., small fish and aquatic plants add life to the scene their presence illuminated by the light filtering through the water., the feet of the dharrel are visible suggesting movement and exploration., he has small black and white feathers on his ears., open eyes, purple eyes, there are small air bubbles around the character and a few big ones in the scene.\n",
-      "Modified: jex, dharrel, feathered ears, rating_safe, anthro, clothing, solo, outside, clothed, 3d \\\\(artwork\\\\), detailed background, fur, water, black fur, white fur, white body, black body, feet, underwater, in the image anthro male dharrel jex a species characterized by its white and black furred head is depicted in a solo adventure underwater., this canine-like mammal is clothed in dark bottomwear and topwear in the 3d artwork., the jex’s dominantly white fur contrasts with the dark surroundings making it a focal point in the scene., the detailed background reveals ancient city submerged in water its ruins hinting at a forgotten past., small fish and aquatic plants add life to the scene their presence illuminated by the light filtering through the water., the feet of the dharrel are visible suggesting movement and exploration., he has small black and white feathers on his ears., open eyes, purple eyes, there are small air bubbles around the character and a few big ones in the scene.\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\2h164c8us2b61.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, rating_safe, solo, anthro, plant, mammal, outside, clothing, clothed, detailed background, fur, white body, 3d \\(artwork\\), water, male, white fur, black fur, black body, In this 3D artwork a solo anthro male dharrel jex stands outside his black body and white fur contrasting sharply against the detailed background., He is clothed in dark purple topwear that complements his mammal features with fur that glistens from the surrounding water., The scene is set amidst vibrant plants and the character’s white body stands out., open eyes, purple eyes, \n",
-      "Modified: jex, dharrel, feathered ears, rating_safe, solo, anthro, plant, mammal, outside, clothing, clothed, detailed background, fur, white body, 3d \\\\(artwork\\\\), water, male, white fur, black fur, black body, In this 3D artwork a solo anthro male dharrel jex stands outside his black body and white fur contrasting sharply against the detailed background., He is clothed in dark purple topwear that complements his mammal features with fur that glistens from the surrounding water., The scene is set amidst vibrant plants and the character’s white body stands out., open eyes, purple eyes, \n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\3yjns0br1xv31.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, rating_safe, solo, anthro, clothing, mammal, outside, clothed, fur, 3d \\(artwork\\), beverage, white body, topwear, white fur, container, cup, detailed background, coffee, male, holding object\n",
-      "Modified: jex, dharrel, feathered ears, rating_safe, solo, anthro, clothing, mammal, outside, clothed, fur, 3d \\\\(artwork\\\\), beverage, white body, topwear, white fur, container, cup, detailed background, coffee, male, holding object\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\8174w4ticq431.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, rating_safe, solo, anthro, clothing, outside, male, detailed background, water, clothed, 3d \\(artwork\\), topwear, fur, pants, bottomwear, tail, white body\n",
-      "Modified: jex, dharrel, feathered ears, rating_safe, solo, anthro, clothing, outside, male, detailed background, water, clothed, 3d \\\\(artwork\\\\), topwear, fur, pants, bottomwear, tail, white body\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\br9aqfq4fzn31.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, solo, rating_safe, 3d \\(artwork\\), mammal, anthro, clothing, hoodie, furniture, looking at viewer, male, clothed, purple eyes, bed, inside, topwear,\n",
-      "Modified: jex, dharrel, feathered ears, solo, rating_safe, 3d \\\\(artwork\\\\), mammal, anthro, clothing, hoodie, furniture, looking at viewer, male, clothed, purple eyes, bed, inside, topwear,\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\dhar_sleeps_2.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, lying on bed, solo, rating_safe, 3d \\(artwork\\), mammal, anthro, furniture, looking at viewer, male, clothed, closed eyes, bed, inside\n",
-      "Modified: jex, dharrel, feathered ears, lying on bed, solo, rating_safe, 3d \\\\(artwork\\\\), mammal, anthro, furniture, looking at viewer, male, clothed, closed eyes, bed, inside\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\fbhwa0y9w4s21.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, rating_safe, solo, anthro, outside, clothing, hoodie, fur, clothed, detailed background, 3d \\(artwork\\), tree, topwear, night, male, water\n",
-      "Modified: jex, dharrel, feathered ears, rating_safe, solo, anthro, outside, clothing, hoodie, fur, clothed, detailed background, 3d \\\\(artwork\\\\), tree, topwear, night, male, water\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\freg1n3a2ko21.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, anthro, duo, 3d \\(artwork\\), rating_safe, night, male, outside, kissing, clothing, hair, water, green body, clothed, fur, eyes closed, green hair, felid, female, moon, plant, green fur\n",
-      "Modified: jex, dharrel, feathered ears, anthro, duo, 3d \\\\(artwork\\\\), rating_safe, night, male, outside, kissing, clothing, hair, water, green body, clothed, fur, eyes closed, green hair, felid, female, moon, plant, green fur\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\hxrxro437u461.txt' was modified.\n",
-      "Original: jex, dharrel,feathered ears, rating_safe, solo, mammal, anthro, clothing, purple eyes, city, clothed, fur, 3d \\(artwork\\), detailed background, eyewear, horn, white body, male, looking at viewer, white fur, night, fingers, feathered ears\n",
-      "Modified: jex, dharrel,feathered ears, rating_safe, solo, mammal, anthro, clothing, purple eyes, city, clothed, fur, 3d \\\\(artwork\\\\), detailed background, eyewear, horn, white body, male, looking at viewer, white fur, night, fingers, feathered ears\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\iee8nodoji731.txt' was modified.\n",
-      "Original: jex, dharrel, rating_safe, solo, mammal, anthro, clothing, purple eyes, clothed, fur, detailed background, eyewear, white body, male, looking at viewer, white fur, fingers, holding object, feathered ears, 3d \\(artwork\\)\n",
-      "Modified: jex, dharrel, rating_safe, solo, mammal, anthro, clothing, purple eyes, clothed, fur, detailed background, eyewear, white body, male, looking at viewer, white fur, fingers, holding object, feathered ears, 3d \\\\(artwork\\\\)\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\iqs60ikmcgw21.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, rating_safe, anthro, 3d \\(artwork\\), outside, female, hair, detailed background, tree, water, night, clothing, forest, plant, fur, lamp, solo, lantern, male, clothed\n",
-      "Modified: jex, dharrel, feathered ears, rating_safe, anthro, 3d \\\\(artwork\\\\), outside, female, hair, detailed background, tree, water, night, clothing, forest, plant, fur, lamp, solo, lantern, male, clothed\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\jn9rvqwuya241.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, blep, solo, rating_safe, clothing, mammal, hoodie, anthro, fur, clothed, 3d \\(artwork\\), topwear, looking at viewer, outside, tongue, white body, white fur, male\n",
-      "Modified: jex, dharrel, feathered ears, blep, solo, rating_safe, clothing, mammal, hoodie, anthro, fur, clothed, 3d \\\\(artwork\\\\), topwear, looking at viewer, outside, tongue, white body, white fur, male\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\mpcr44i6q0z21.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, solo, rating_safe, anthro, underwater, clothing, water, male, topless, clothed, hair, fur, 3d \\(artwork\\)\n",
-      "Modified: jex, dharrel, feathered ears, solo, rating_safe, anthro, underwater, clothing, water, male, topless, clothed, hair, fur, 3d \\\\(artwork\\\\)\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\promising-weather-second-life-v0-wdbxcxkftsh81.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, rating_safe, solo, clothing, anthro, water, outside, 3d \\(artwork\\), clothed, detailed background, male, fur, standing, topwear, plant, bottomwear, tree, pants, white fur, river, white body\n",
-      "Modified: jex, dharrel, feathered ears, rating_safe, solo, clothing, anthro, water, outside, 3d \\\\(artwork\\\\), clothed, detailed background, male, fur, standing, topwear, plant, bottomwear, tree, pants, white fur, river, white body\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\rdjho7a12w781.txt' was modified.\n",
-      "Original: jex, dharrel, feathered ears, rating_safe, solo, anthro, clothing, mammal, fur, clothed, blurred background, purple eyes, topwear, 3d \\(artwork\\), beverage, outside, holding object, jacket, hair, male, black hair\n",
-      "Modified: jex, dharrel, feathered ears, rating_safe, solo, anthro, clothing, mammal, fur, clothed, blurred background, purple eyes, topwear, 3d \\\\(artwork\\\\), beverage, outside, holding object, jacket, hair, male, black hair\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\s0v2nbu28m031.txt' was modified.\n",
-      "Original: jex, dharrel, rating_safe, anthro, clothing, solo, male, clothed, fur, topwear, 3d \\(artwork\\), bottomwear, shirt, pants, hair, group, white fur, white body, crowd\n",
-      "Modified: jex, dharrel, rating_safe, anthro, clothing, solo, male, clothed, fur, topwear, 3d \\\\(artwork\\\\), bottomwear, shirt, pants, hair, group, white fur, white body, crowd\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\viicura4r3u51.txt' was modified.\n",
-      "Original: jex, feathered ears, dharrel, rating_safe, solo, mammal, clothing, anthro, outside, fur, clothed, 3d \\(artwork\\), detailed background, white fur, topwear, red clothing, hoodie, white body, male, day, tree, red topwear\n",
-      "Modified: jex, feathered ears, dharrel, rating_safe, solo, mammal, clothing, anthro, outside, fur, clothed, 3d \\\\(artwork\\\\), detailed background, white fur, topwear, red clothing, hoodie, white body, male, day, tree, red topwear\n",
-      "Warning: File 'C:\\Users\\kade\\Desktop\\training_dir_staging\\1_dharrel\\z9122r3siwm31.txt' was modified.\n",
-      "Original: jex, dharrel, rating_safe, solo, anthro, 3d \\(artwork\\), clothing, fur, clothed, eyewear, male, glasses, topwear, white fur, photo background, blurred background, feathered ears\n",
-      "Modified: jex, dharrel, rating_safe, solo, anthro, 3d \\\\(artwork\\\\), clothing, fur, clothed, eyewear, male, glasses, topwear, white fur, photo background, blurred background, feathered ears\n"
+     "ename": "error",
+     "evalue": "missing ), unterminated subpattern at position 26",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31merror\u001b[0m                                     Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[8], line 31\u001b[0m\n\u001b[0;32m     27\u001b[0m         escape_parentheses(\u001b[38;5;28mstr\u001b[39m(file_path))\n\u001b[0;32m     30\u001b[0m directory_path \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mr\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mE:\u001b[39m\u001b[38;5;124m\\\u001b[39m\u001b[38;5;124mtraining_dir\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m---> 31\u001b[0m \u001b[43mprocess_directory\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdirectory_path\u001b[49m\u001b[43m)\u001b[49m\n",
+      "Cell \u001b[1;32mIn[8], line 27\u001b[0m, in \u001b[0;36mprocess_directory\u001b[1;34m(directory)\u001b[0m\n\u001b[0;32m     25\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mprocess_directory\u001b[39m(directory):\n\u001b[0;32m     26\u001b[0m     \u001b[38;5;28;01mfor\u001b[39;00m file_path \u001b[38;5;129;01min\u001b[39;00m Path(directory)\u001b[38;5;241m.\u001b[39mrglob(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m*.txt\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m---> 27\u001b[0m         \u001b[43mescape_parentheses\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mfile_path\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n",
+      "Cell \u001b[1;32mIn[8], line 11\u001b[0m, in \u001b[0;36mescape_parentheses\u001b[1;34m(file_path)\u001b[0m\n\u001b[0;32m      8\u001b[0m original_content \u001b[38;5;241m=\u001b[39m content\n\u001b[0;32m     10\u001b[0m \u001b[38;5;66;03m# Escape unescaped opening parentheses\u001b[39;00m\n\u001b[1;32m---> 11\u001b[0m content \u001b[38;5;241m=\u001b[39m \u001b[43mre\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msub\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m(?<!\u001b[39;49m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;124;43m)(?<!\u001b[39;49m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;124;43m)(\u001b[39;49m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;124;43m\\\u001b[39;49m\u001b[38;5;124;43m*)\u001b[39;49m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;124;43m(\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;124;43m1\u001b[39;49m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;130;43;01m\\\\\u001b[39;49;00m\u001b[38;5;124;43m(\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcontent\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     13\u001b[0m \u001b[38;5;66;03m# Escape unescaped closing parentheses\u001b[39;00m\n\u001b[0;32m     14\u001b[0m content \u001b[38;5;241m=\u001b[39m re\u001b[38;5;241m.\u001b[39msub(\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m(?<!\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124m)(?<!\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124m)(\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124m\\\u001b[39m\u001b[38;5;124m*)\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124mr\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124m1\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m\"\u001b[39m, content)\n",
+      "File \u001b[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.12_3.12.1008.0_x64__qbz5n2kfra8p0\\Lib\\re\\__init__.py:186\u001b[0m, in \u001b[0;36msub\u001b[1;34m(pattern, repl, string, count, flags)\u001b[0m\n\u001b[0;32m    179\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21msub\u001b[39m(pattern, repl, string, count\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m, flags\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m):\n\u001b[0;32m    180\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Return the string obtained by replacing the leftmost\u001b[39;00m\n\u001b[0;32m    181\u001b[0m \u001b[38;5;124;03m    non-overlapping occurrences of the pattern in string by the\u001b[39;00m\n\u001b[0;32m    182\u001b[0m \u001b[38;5;124;03m    replacement repl.  repl can be either a string or a callable;\u001b[39;00m\n\u001b[0;32m    183\u001b[0m \u001b[38;5;124;03m    if a string, backslash escapes in it are processed.  If it is\u001b[39;00m\n\u001b[0;32m    184\u001b[0m \u001b[38;5;124;03m    a callable, it's passed the Match object and must return\u001b[39;00m\n\u001b[0;32m    185\u001b[0m \u001b[38;5;124;03m    a replacement string to be used.\"\"\"\u001b[39;00m\n\u001b[1;32m--> 186\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_compile\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpattern\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mflags\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39msub(repl, string, count)\n",
+      "File \u001b[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.12_3.12.1008.0_x64__qbz5n2kfra8p0\\Lib\\re\\__init__.py:307\u001b[0m, in \u001b[0;36m_compile\u001b[1;34m(pattern, flags)\u001b[0m\n\u001b[0;32m    301\u001b[0m     \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mwarnings\u001b[39;00m\n\u001b[0;32m    302\u001b[0m     warnings\u001b[38;5;241m.\u001b[39mwarn(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe re.TEMPLATE/re.T flag is deprecated \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    303\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mas it is an undocumented flag \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    304\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwithout an obvious purpose. \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    305\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDon\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mt use it.\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m    306\u001b[0m             \u001b[38;5;167;01mDeprecationWarning\u001b[39;00m)\n\u001b[1;32m--> 307\u001b[0m p \u001b[38;5;241m=\u001b[39m \u001b[43m_compiler\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompile\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpattern\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mflags\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    308\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m flags \u001b[38;5;241m&\u001b[39m DEBUG:\n\u001b[0;32m    309\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m p\n",
+      "File \u001b[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.12_3.12.1008.0_x64__qbz5n2kfra8p0\\Lib\\re\\_compiler.py:745\u001b[0m, in \u001b[0;36mcompile\u001b[1;34m(p, flags)\u001b[0m\n\u001b[0;32m    743\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m isstring(p):\n\u001b[0;32m    744\u001b[0m     pattern \u001b[38;5;241m=\u001b[39m p\n\u001b[1;32m--> 745\u001b[0m     p \u001b[38;5;241m=\u001b[39m \u001b[43m_parser\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mparse\u001b[49m\u001b[43m(\u001b[49m\u001b[43mp\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mflags\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    746\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    747\u001b[0m     pattern \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n",
+      "File \u001b[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.12_3.12.1008.0_x64__qbz5n2kfra8p0\\Lib\\re\\_parser.py:979\u001b[0m, in \u001b[0;36mparse\u001b[1;34m(str, flags, state)\u001b[0m\n\u001b[0;32m    976\u001b[0m state\u001b[38;5;241m.\u001b[39mflags \u001b[38;5;241m=\u001b[39m flags\n\u001b[0;32m    977\u001b[0m state\u001b[38;5;241m.\u001b[39mstr \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mstr\u001b[39m\n\u001b[1;32m--> 979\u001b[0m p \u001b[38;5;241m=\u001b[39m \u001b[43m_parse_sub\u001b[49m\u001b[43m(\u001b[49m\u001b[43msource\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstate\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mflags\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m&\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mSRE_FLAG_VERBOSE\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m    980\u001b[0m p\u001b[38;5;241m.\u001b[39mstate\u001b[38;5;241m.\u001b[39mflags \u001b[38;5;241m=\u001b[39m fix_flags(\u001b[38;5;28mstr\u001b[39m, p\u001b[38;5;241m.\u001b[39mstate\u001b[38;5;241m.\u001b[39mflags)\n\u001b[0;32m    982\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m source\u001b[38;5;241m.\u001b[39mnext \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
+      "File \u001b[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.12_3.12.1008.0_x64__qbz5n2kfra8p0\\Lib\\re\\_parser.py:460\u001b[0m, in \u001b[0;36m_parse_sub\u001b[1;34m(source, state, verbose, nested)\u001b[0m\n\u001b[0;32m    458\u001b[0m start \u001b[38;5;241m=\u001b[39m source\u001b[38;5;241m.\u001b[39mtell()\n\u001b[0;32m    459\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[1;32m--> 460\u001b[0m     itemsappend(\u001b[43m_parse\u001b[49m\u001b[43m(\u001b[49m\u001b[43msource\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstate\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mverbose\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnested\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m    461\u001b[0m \u001b[43m                       \u001b[49m\u001b[38;5;129;43;01mnot\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mnested\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mand\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mnot\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mitems\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[0;32m    462\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m sourcematch(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m|\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m    463\u001b[0m         \u001b[38;5;28;01mbreak\u001b[39;00m\n",
+      "File \u001b[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.12_3.12.1008.0_x64__qbz5n2kfra8p0\\Lib\\re\\_parser.py:864\u001b[0m, in \u001b[0;36m_parse\u001b[1;34m(source, state, verbose, nested, first)\u001b[0m\n\u001b[0;32m    862\u001b[0m p \u001b[38;5;241m=\u001b[39m _parse_sub(source, state, sub_verbose, nested \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m)\n\u001b[0;32m    863\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m source\u001b[38;5;241m.\u001b[39mmatch(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m--> 864\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m source\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmissing ), unterminated subpattern\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m    865\u001b[0m                        source\u001b[38;5;241m.\u001b[39mtell() \u001b[38;5;241m-\u001b[39m start)\n\u001b[0;32m    866\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m group \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m    867\u001b[0m     state\u001b[38;5;241m.\u001b[39mclosegroup(group, p)\n",
+      "\u001b[1;31merror\u001b[0m: missing ), unterminated subpattern at position 26"
      ]
     }
    ],
    "source": [
+    "import os\n",
+    "import re\n",
+    "\n",
+    "\n",
+    "def escape_parentheses(file_path):\n",
+    "    with open(file_path, \"r\") as file:\n",
+    "        content = file.read()\n",
+    "        original_content = content\n",
+    "\n",
+    "        # Escape unescaped opening parentheses\n",
+    "        content = re.sub(r\"(?<!\\\\)(\\\\*)(\\()\", r\"\\1\\\\\\2\", content)\n",
+    "        # Escape unescaped closing parentheses\n",
+    "        content = re.sub(r\"(?<!\\\\)(\\\\*)(\\))\", r\"\\1\\\\\\2\", content)\n",
+    "\n",
+    "    if content != original_content:\n",
+    "        print(f\"Warning: File '{file_path}' was modified.\")\n",
+    "        print(f\"Original: {original_content}\")\n",
+    "        print(f\"Modified: {content}\")\n",
+    "\n",
+    "    with open(file_path, \"w\") as file:\n",
+    "        file.write(content)\n",
+    "\n",
+    "\n",
+    "def process_directory(directory):\n",
+    "    for root, dirs, files in os.walk(directory):\n",
+    "        for file in files:\n",
+    "            if file.endswith(\".txt\"):\n",
+    "                file_path = os.path.join(root, file)\n",
+    "                escape_parentheses(file_path)\n",
+    "        for dir in dirs:\n",
+    "            process_directory(os.path.join(root, dir))\n",
+    "\n",
+    "\n",
+    "directory_path = r\"E:\\training_dir\"\n",
+    "# directory_path = r\"C:\\Users\\kade\\Desktop\\training_dir_staging\"\n",
+    "process_directory(directory_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
     "import re\n",
-    "from pathlib import Path\n",
+    "import glob\n",
+    "\n",
     "\n",
     "def escape_parentheses(file_path):\n",
     "    with open(file_path, \"r\") as file:\n",
     "        content = file.read()\n",
     "        original_content = content\n",
+    "\n",
     "        # Escape unescaped opening parentheses\n",
-    "        content = re.sub(r\"(?<!\\\\)(?<!\\\\\\\\)(\\\\\\\\\\*)\\\\(\", r\"\\\\1\\\\\\\\(\", content)\n",
+    "        content = re.sub(r\"(?<!\\\\)(\\\\*)(\\()\", r\"\\1\\\\\\2\", content)\n",
     "        # Escape unescaped closing parentheses\n",
-    "        content = re.sub(r\"(?<!\\\\)(?<!\\\\\\\\)(\\\\\\\\\\*)\\\\)\", r\"\\\\1\\\\\\\\)\", content)\n",
-    "        if content != original_content:\n",
-    "            print(f\"Warning: File '{file_path}' was modified.\")\n",
-    "            print(f\"Original: {original_content}\")\n",
-    "            print(f\"Modified: {content}\")\n",
-    "            with open(file_path, \"w\") as file:\n",
-    "                file.write(content)\n",
+    "        content = re.sub(r\"(?<!\\\\)(\\\\*)(\\))\", r\"\\1\\\\\\2\", content)\n",
+    "\n",
+    "    if content != original_content:\n",
+    "        print(f\"Warning: File '{file_path}' was modified.\")\n",
+    "        print(f\"Original: {original_content}\")\n",
+    "        print(f\"Modified: {content}\")\n",
+    "\n",
+    "    with open(file_path, \"w\") as file:\n",
+    "        file.write(content)\n",
+    "\n",
     "\n",
     "def process_directory(directory):\n",
-    "    for file_path in Path(directory).rglob(\"*.txt\"):\n",
-    "        escape_parentheses(str(file_path))\n",
+    "    for file_path in glob.glob(directory + \"/**/*.txt\", recursive=True):\n",
+    "        escape_parentheses(file_path)\n",
     "\n",
-    "directory_path = r\"C:\\Users\\kade\\Desktop\\training_dir_staging\"\n",
+    "\n",
+    "directory_path = r\"E:\\training_dir\"\n",
+    "# directory_path = r\"C:\\Users\\kade\\Desktop\\training_dir_staging\"\n",
     "process_directory(directory_path)"
    ]
   }

dataset_tools/Pony2Seaart.ipynb

@@ -0,0 +1,88 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Pony2Seaart\n",
+    "\n",
+    "---\n",
+    "\n",
+    "This script converts Pony captions to Seaart."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import glob\n",
+    "\n",
+    "def pony2seaart(file_path):\n",
+    "    if os.path.basename(file_path).endswith(\"sample-prompts.txt\"):\n",
+    "        return\n",
+    "    with open(file_path, \"r\") as file:\n",
+    "        lines = file.readlines()\n",
+    "        new_lines = []\n",
+    "        for line in lines:\n",
+    "            parts = line.strip().split(\", \")\n",
+    "            tags = []\n",
+    "            caption = \"\"\n",
+    "            for part in parts:\n",
+    "                if \".\" in part:\n",
+    "                    if not caption:\n",
+    "                        caption = part\n",
+    "                    else:\n",
+    "                        caption += \", \" + part\n",
+    "                else:\n",
+    "                    tag = part.replace(\" \", \"_\")\n",
+    "                    if tag == \"rating_explicit\":\n",
+    "                        tag = \"explicit\"\n",
+    "                    elif tag == \"rating_safe\":\n",
+    "                        tag = \"safe\"\n",
+    "                    elif tag == \"rating_questionable\":\n",
+    "                        tag = \"questionable\"\n",
+    "                    tags.append(tag)\n",
+    "            new_line = \", \".join(tags) + (\", \" + caption if caption else \"\")\n",
+    "            new_lines.append(new_line + \"\\n\")\n",
+    "\n",
+    "            new_file_name = os.path.splitext(os.path.basename(file_path))[0] + \".seaart\"\n",
+    "            new_file_path = os.path.join(os.path.dirname(file_path), new_file_name)\n",
+    "            with open(new_file_path, \"w\") as new_file:\n",
+    "                new_file.writelines(new_lines)\n",
+    "\n",
+    "def process_directory(directory):\n",
+    "    txt_files = glob.glob(os.path.join(directory, \"**\", \"*.txt\"), recursive=True)\n",
+    "    for file_path in txt_files:\n",
+    "        pony2seaart(file_path)\n",
+    "\n",
+    "if __name__ == \"__main__\":\n",
+    "    input_dir = \"C:\\\\Users\\\\kade\\\\Desktop\\\\training_dir_staging\"\n",
+    "    process_directory(input_dir)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

ponyxl_loras/arielsatyr-v1e400.json

@@ -0,0 +1 @@
+{"modelspec.implementation": "https://github.com/Stability-AI/generative-models", "ss_prior_loss_weight": 1.0, "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "ss_full_fp16": true, "ss_network_module": "lycoris.kohya", "ss_learning_rate": 0.0001, "ss_shuffle_caption": true, "ss_unet_lr": 0.0001, "ss_bucket_no_upscale": true, "ss_new_sd_model_hash": "IsADirectory", "ss_min_bucket_reso": 256, "ss_training_finished_at": "2024-04-21 14:01:13.328836", "ss_multires_noise_iterations": 10.0, "ss_cache_latents": true, "ss_lowram": true, "ss_bucket_info": {"buckets": {"0": {"resolution": [416, 608], "count": 2}, "1": {"resolution": [480, 544], "count": 4}, "2": {"resolution": [512, 512], "count": 4}, "3": {"resolution": [544, 480], "count": 2}, "4": {"resolution": [576, 448], "count": 2}, "5": {"resolution": [608, 416], "count": 2}, "6": {"resolution": [672, 384], "count": 2}, "7": {"resolution": [704, 352], "count": 2}}, "mean_img_ar_error": 0.03945710544849258}, 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