Device db fuzy search!

Signed-off-by: Rachel Powers <508861+Ryex@users.noreply.github.com>

www/assets_finding.ipynb

@@ -0,0 +1,174 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "\n",
+    "database = {}\n",
+    "\n",
+    "with open(\"data/database.json\", \"r\") as f:\n",
+    "    database = json.load(f)\n",
+    "\n",
+    "db = database[\"db\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pathlib import Path \n",
+    "\n",
+    "datapath = Path(r\"E:\\Games\\SteamLibrary\\steamapps\\common\\Stationeers\\Stationpedia\\exported_textures\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "images = list(datapath.glob(\"*.png\"))\n",
+    "names = [image.name  for image in images]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image_candidates = {}\n",
+    "\n",
+    "def filter_candidates(candidates):\n",
+    "    max_match_len = 0\n",
+    "    max_len_matches = []\n",
+    "    for can in candidates:\n",
+    "        name, match, mapping = can\n",
+    "        match_len = len(match)\n",
+    "        if match_len > max_match_len:\n",
+    "            max_match_len = 0\n",
+    "            max_len_matches = [(name, match, mapping)]\n",
+    "        elif match_len == max_match_len:\n",
+    "            max_len_matches.append((name, match, mapping))\n",
+    "    if len(max_len_matches) > 1:\n",
+    "        for can in max_len_matches:\n",
+    "            name, match = can\n",
+    "            if f\"{match}_White\" in name:\n",
+    "                return [name]\n",
+    "    return [(name, mapping) for name, _, mapping in max_len_matches]\n",
+    "\n",
+    "for entry in db.values():\n",
+    "    candidates = []\n",
+    "    for name in names:\n",
+    "        if entry[\"name\"] in name:\n",
+    "            candidates.append((name, entry[\"name\"],  entry[\"name\"]))\n",
+    "        if entry[\"name\"].removeprefix(\"Item\") in name:\n",
+    "            candidates.append((name, entry[\"name\"].removeprefix(\"Item\"),  entry[\"name\"]))\n",
+    "        if entry[\"name\"].removeprefix(\"Structure\") in name:\n",
+    "            candidates.append((name, entry[\"name\"].removeprefix(\"Structure\"),  entry[\"name\"]))\n",
+    "    image_candidates[entry[\"name\"]] = filter_candidates(candidates)\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ItemAuthoringToolRocketNetwork []\n",
+      "ImGuiCircuitboardAirlockControl []\n",
+      "ItemBiomass []\n",
+      "StructureBlocker []\n",
+      "CartridgePlantAnalyser []\n",
+      "StructureElevatorLevelIndustrial []\n",
+      "ItemPlantEndothermic_Creative []\n",
+      "Flag_ODA_10m []\n",
+      "Flag_ODA_4m []\n",
+      "Flag_ODA_6m []\n",
+      "Flag_ODA_8m []\n",
+      "ItemHorticultureBelt []\n",
+      "StructureHydroponicsTrayData []\n",
+      "ItemKitLiquidRegulator []\n",
+      "ItemKitPortablesConnector []\n",
+      "Landingpad_GasConnectorInwardPiece []\n",
+      "Landingpad_LiquidConnectorInwardPiece []\n",
+      "StructurePlinth []\n",
+      "DynamicGasTankAdvancedOxygen []\n",
+      "Rover_MkI_build_states []\n",
+      "ItemPlantThermogenic_Creative []\n",
+      "StructureWaterBottleFillerPoweredBottom []\n",
+      "StructureWaterBottleFillerPowered []\n"
+     ]
+    }
+   ],
+   "source": [
+    "to_copy = []\n",
+    "for name, candidates in image_candidates.items():\n",
+    "    if len(candidates) != 1:\n",
+    "        print(name, candidates)\n",
+    "    else:\n",
+    "        to_copy.append((name, candidates[0][0]))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "|████████████████████████████████████████| 1216/1216 [100%] in 0.6s (1885.28/s) \n"
+     ]
+    }
+   ],
+   "source": [
+    "import shutil\n",
+    "from alive_progress import alive_bar\n",
+    "destpath = Path(\"img/stationpedia\")\n",
+    "total_files = len(to_copy)\n",
+    "\n",
+    "with alive_bar(total_files) as bar:\n",
+    "    for name, file in to_copy:\n",
+    "        source = datapath / file\n",
+    "        dest = destpath / f\"{name}.png\"\n",
+    "        shutil.copyfile(source, dest)\n",
+    "        bar()\n"
+   ]
+  }
+ ],
+ "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": "3.12.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}