{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import random\n", "import string\n", "import pandas as pd\n", "import numpy as np\n", "random.seed(34)\n", "%load_ext autotime\n", "def randomStringDigits(stringLength=12):\n", " \"\"\"Generate a random string of letters and digits \"\"\"\n", " lettersAndDigits = string.ascii_uppercase + string.digits\n", " return ''.join(random.choice(lettersAndDigits) for i in range(stringLength))\n", "\n" ] }, { "cell_type": "code", "execution_count": 208, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "time: 90.8 ms\n" ] } ], "source": [ "NUMSTR=10000\n", "tkrs=np.array([randomStringDigits() for x in np.arange(1,NUMSTR)])\n", "brokentkrs=np.array([i[2:-1] for i in tkrs])\n", "tkrs;\n" ] }, { "cell_type": "code", "execution_count": 209, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "time: 507 µs\n" ] } ], "source": [ "brokentkrs;" ] }, { "cell_type": "code", "execution_count": 210, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "time: 58.5 ms\n" ] } ], "source": [ "\n", "#now shuffle!\n", "random.shuffle(tkrs)\n", "random.shuffle(tkrs)\n", "random.shuffle(brokentkrs)\n", "random.shuffle(brokentkrs)\n" ] }, { "cell_type": "code", "execution_count": 214, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "time: 7.91 ms\n" ] } ], "source": [ "masks=dict(zip(tkrs,np.ones(tkrs.size,dtype=bool)))\n", "def simplematch(tkrtofind):\n", " res=''\n", " maskedtkrs=tkrs[list(masks.values())]\n", " mask=np.char.find(maskedtkrs,tkrtofind)\n", " loc=np.where(mask>=0)\n", " \n", " #print (len(masks),len(tkrs[masks]),loc[0])\n", " \n", " if loc[0].size>0:\n", " res=maskedtkrs[loc[0][0]]\n", " masks[res]=False\n", " else:\n", " res='nan' \n", " \n", " return res" ] }, { "cell_type": "code", "execution_count": 215, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "time: 34.3 s\n" ] } ], "source": [ "res={i:simplematch(i) for i in brokentkrs}\n", "res;" ] }, { "cell_type": "code", "execution_count": 213, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'DO71TDBQA': 'AXDO71TDBQAM',\n", " 'JDA55EFIE': '3MJDA55EFIEV',\n", " '6QMMGHNHJ': '4F6QMMGHNHJD',\n", " '9TWGE0QES': 'FR9TWGE0QESJ',\n", " '45AU9WLCH': 'KF45AU9WLCHF',\n", " 'CSYWNFXTY': '34CSYWNFXTY8',\n", " 'TWNKEAA82': '25TWNKEAA82P',\n", " 'UW3JOMUTJ': 'L2UW3JOMUTJ4',\n", " '5B3ANSSUZ': 'WU5B3ANSSUZX',\n", " 'TGUCHCYND': '0ATGUCHCYNDE',\n", " 'CXV9QVJ9Z': 'W8CXV9QVJ9ZY',\n", " 'OMET7YX51': 'J7OMET7YX511',\n", " '5H0AUF5O8': 'Y85H0AUF5O80',\n", " '4NA1X7RIQ': 'TO4NA1X7RIQ0',\n", " '7VWM39ZEV': 'MZ7VWM39ZEVG',\n", " 'RA86HZ3R3': 'EJRA86HZ3R3Q',\n", " 'E58UP20DN': '9KE58UP20DN5',\n", " 'DRIGFBUDU': 'JMDRIGFBUDU8',\n", " 'QGTVH08TY': 'X9QGTVH08TYQ',\n", " 'TB5HBIXX5': 'MNTB5HBIXX5Z',\n", " 'UB7RL30VX': '8AUB7RL30VXJ',\n", " 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