{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## e621.net/e6ai.net JSON to `.txt` tags\n", "----\n", "\n", "This Python script is designed to process JSON files found within a specified directory and its subdirectories. Each JSON file is expected to contain data related to image posts, particularly sourced from online platforms such as image boards. The script parses these JSON files, extracts relevant information such as image URL, ratings, and tags, and generates caption files (`.txt`) based on this data.\n", "\n", "Here's a breakdown of what the script does:\n", "\n", "1. **Ignoring Tags**: The script defines a list of tags to be ignored during processing, such as \"hi res\", \"shaded\", etc.\n", "\n", "2. **Processing Files**: The `process_file` function is responsible for processing each JSON file. It reads the JSON data, extracts the URL of the image file, determines its rating, and extracts tags associated with the image.\n", "\n", "3. **Generating Caption File**: For each image, a caption file is generated with the same name as the image file but with a .txt extension. The rating of the image is written first, followed by processed tags.\n", "\n", "4. **Processing Tags**: Tags are processed to replace underscores with spaces and to handle special cases such as artist tags. Ignored tags are filtered out." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "\"\"\"\n", "Define tags to be ignored using regular expressions for exact matching\n", "\"\"\"\n", "ignored_tags = [r\"\\bblizzard entertainment\\b\", r\"\\bwarcraft\\b\",\n", " r\"(?:\\d{4})|(?:\\d+:\\d+)\",\n", " r\"\\bdetailed\\b\", r\"\\bwidescreen\\b\", r\"\\b4k\\b\",\n", " r\"\\babsurd res\\b\", r\"\\bhi res\\b\", r\"\\bshaded\\b\", r\"\\bdetailed\\b\",\n", " r\"\\btagme\\b\",\n", " r\"\\bdota\\b\",\n", " r\"\\bcreative commons\\b\", r\"\\bcc-by-nc-nd\\b\",\n", " r\"\\bsquare enix\\b\", r\"\\bfinal fantasy xiv\\b\", r\"\\bfinal fantasy\\b\",\n", " r\"\\bmythological canine\\b\", r\"\\basian mythology\\b\", r\"\\bmythological scalie\\b\",\n", " r\"\\bancient pokemon\\b\", r\"\\bmythological creature\\b\", r\"\\blegendary pokemon\\b\",\n", " r\"\\bfelis\\b\", r\"\\bfelid\\b\",\n", " r\"\\bsega\\b\",\n", " r\"\\bhasbro\\b\",\n", " r\"\\bzootopia\\b\",\n", " r\"\\bfive nights at freddy's\\b\",\n", " r\"\\beeveelution\\b\",\n", " r\"\\bdisney\\b\",\n", " r\"\\bmammal\\b\", r\"\\bcanis\\b\", r\"\\bcanine\\b\", r\"\\bcanid\\b\",\n", " r\"\\bdigimon\\b\", r\"\\bbandai namco\\b\",\n", " r\"\\bpokemon (species)\\b\",\n", " r\"\\bpal (species)\\b\",\n", " r\"\\bpokemon\\b\", r\"\\bnintendo\\b\",\n", " r\"\\\\bby conditional dnp\\\\b\",\n", " r\"\\\\bconditional dnp\\\\b\",\n", " r\"\\\\bconditional_dnp\\\\b\",\n", " r\"\\\\bby\\\\s+conditional\\\\s+dnp\\\\b\",\n", " r\"\\bgeneration\\s+\\d+\\s+pokemon\\b\",\n", "]" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "│   4 toes, anthro, anthrofied, bangs, barefoot, biped, black bottomwear, black clothing, black eyebrows, black   │\n",
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       "│                                                   \\(artwork\\)                                                   │\n",
       "└─────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘\n",
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       "│     4 fingers, 5 toes, anthro, anthrofied, bangs, barefoot, biped, black bottomwear, black clothing, black      │\n",
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       "│   4 toes, ambiguous gender, anthro, barefoot, biped, black body, black bottomwear, black clothing, black fur,   │\n",
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       "│                           digital media \\(artwork\\), hi res, huge filesize, signature                           │\n",
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