{ "cells": [ { "cell_type": "markdown", "id": "0a23de37", "metadata": {}, "source": [ "# Bag of char ngrams erstellen\n", "\n", "* J.Busse, www.jbusse.de, 2023-05-30\n", "* Version für n-Gramme, basierend auf {doc}`bag-of-words-erstellen`\n", "\n", "Lizenz: public domain / [CC 0](https://creativecommons.org/publicdomain/zero/1.0/deed.de) \n", "\n", "Idee:\n", "\n", "> one might alternatively consider a collection of character n-grams, a representation resilient against misspellings and derivations. \n", "\n", "Dateien:\n", "* {download}`regex_XX.zip`\n", "* auspacken; das Verzeichnis `regex_XX/` sollte idealerweise als Geschwister-Verzeichnis des aktuellen Arbeitsverzeichnis `md/` angelegt werden -- oder ggf. Variable `path_to_md` anpassen." ] }, { "cell_type": "code", "execution_count": null, "id": "8c949943", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "90a68742", "metadata": {}, "source": [ "### Global Parameters" ] }, { "cell_type": "code", "execution_count": 1, "id": "3e7b5ebe", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import random\n", "random.seed(42)" ] }, { "cell_type": "code", "execution_count": 2, "id": "3a550c6c", "metadata": {}, "outputs": [], "source": [ "# show intermediary results\n", "# 0 none, 1 informative, 2 didactical, 3 debug\n", "verbosity = 2\n", "\n", "def verbose(level,item):\n", " if level <= verbosity:\n", " display(item)" ] }, { "cell_type": "code", "execution_count": 3, "id": "2bf5a975", "metadata": {}, "outputs": [], "source": [ "fehler = 0.3" ] }, { "cell_type": "markdown", "id": "c1d4e640", "metadata": {}, "source": [ "## Tippfehler\n", "\n", "Idee: Wir bauen in unsere Texte programmatisch eine hohe Anzahl von Tippfehlern ein. Ein konventioneller BOW-Ansatz auf Wort-Ebene sollte hier keine große Ähnlichkeit mehr entdecken." ] }, { "cell_type": "code", "execution_count": 4, "id": "882eccf3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'ü', 'c', 'u', 'd', '6', '8', 'o', 'ö', 'q', 'f', 'l', 'v', '3', 'ä', 'm', 'w', '5', 'x', 'a', 's', 'z', 'e', '1', 't', 'g', '2', '7', '4', 'n', 'i', '9', 'j', 'y', 'p', 'k', '0', 'b', 'r', 'h'}\n" ] } ], "source": [ "tastatur = (\n", "\"\"\"qw we er rt tz ty zu ui io op pü\"\"\" # obere Reihe\n", "\"\"\"as sd df fg gh hj jk kl lö öä\"\"\" # mittlere Reihe\n", "\"\"\"yx yz xc cv vb bn nm\"\"\" # untere Reihe\n", "\"\"\"12 23 34 45 56 67 78 89 90\"\"\"\n", ")\n", "\n", "# alle Zeichen, für die wir Fehler kennen\n", "tastatur_set = { c for word in tastatur.split() for c in word }\n", "print(tastatur_set)" ] }, { "cell_type": "code", "execution_count": 5, "id": "04913e6b", "metadata": {}, "outputs": [], "source": [ "nachbarn_set = { c: set() for c in tastatur_set}\n", "for word in tastatur.split():\n", " for c in word:\n", " nachbarn_set[c].update(word)\n", "#print(nachbarn_set)" ] }, { "cell_type": "code", "execution_count": 6, "id": "2163ae0f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'ü': ['s', 'ü', 'p', 'a'], 'c': ['v', 'c', 'x'], 'u': ['i', 'u', 'z'], 'd': ['s', 'd', 'f'], '6': ['5', '6', '7'], '8': ['9', '7', '8'], 'o': ['o', 'i', 'p'], 'ö': ['y', 'x', 'ö', 'l', 'ä'], 'q': ['w', 'q'], 'f': ['d', 'f', 'g'], 'l': ['k', 'ö', 'l'], 'v': ['c', 'b', 'v'], '3': ['4', '2', '3'], 'ä': ['y', 'x', 'ä', 'ö'], 'm': ['m', 'n', '2', '1'], 'w': ['w', 'e', 'q'], '5': ['4', '5', '6'], 'x': ['c', 'y', 'x', 'ö', 'ä'], 'a': ['s', 'ü', 'p', 'a'], 's': ['ü', 'd', 'p', 's', 'a'], 'z': ['y', 'u', 'z', 't'], 'e': ['w', 'e', 'r'], '1': ['m', 'n', '2', '1'], 't': ['z', 'y', 'r', 't'], 'g': ['h', 'f', 'g'], '2': ['m', '3', '2', 'n', '1'], '7': ['6', '7', '8'], '4': ['4', '5', '3'], 'n': ['m', 'b', '2', 'n', '1'], 'i': ['o', 'i', 'u'], '9': ['0', '9', '8'], 'j': ['j', 'k', 'h'], 'y': ['t', 'y', 'x', 'ö', 'z', 'ä'], 'p': ['ü', 'p', 'o', 's', 'a'], 'k': ['j', 'k', 'l'], '0': ['0', '9'], 'b': ['n', 'b', 'v'], 'r': ['e', 'r', 't'], 'h': ['j', 'h', 'g']}\n" ] } ], "source": [ "nachbarn_dict = { k: list(v) for k,v in nachbarn_set.items() }\n", "print(nachbarn_dict)" ] }, { "cell_type": "code", "execution_count": 7, "id": "8903d976", "metadata": {}, "outputs": [], "source": [ "import random\n", "def dreher(zeichen, fehler):\n", " if zeichen not in tastatur_set: return zeichen\n", " t = random.random()\n", " if t < fehler: ret = random.choice(nachbarn_dict[zeichen])\n", " else: ret = zeichen # nix falsch gemacht\n", " return ret" ] }, { "cell_type": "code", "execution_count": 8, "id": "9dff34ff", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "H\n", "a\n", "ö\n", "k\n", "o\n", " \n", "H\n", "u\n", "g\n", "i\n" ] } ], "source": [ "for c in \"Hallo Hugo\":\n", " print(dreher(c, 0.3))" ] }, { "cell_type": "markdown", "id": "9afa9ca7", "metadata": {}, "source": [ "Read Files \n", "----" ] }, { "cell_type": "code", "execution_count": 9, "id": "09bdb4aa", "metadata": {}, "outputs": [], "source": [ "# path to files, incl. glob mask\n", "#path_to_md = \"md/*.md\"\n", "path_to_md = \"../regex_XX/*.md\"" ] }, { "cell_type": "code", "execution_count": 10, "id": "2c73066d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'15 Dateien gefunden'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "['../regex_XX/regex_8.md',\n", " '../regex_XX/regex_6.md',\n", " '../regex_XX/regex_5.md',\n", " '../regex_XX/regex_12.md',\n", " '../regex_XX/regex_wiki_2.md',\n", " '../regex_XX/regex_9.md',\n", " '../regex_XX/regex_2.md',\n", " '../regex_XX/regex_15.md',\n", " '../regex_XX/regex_4.md',\n", " '../regex_XX/regex_wiki_1.md',\n", " '../regex_XX/regex_14.md',\n", " '../regex_XX/regex_10.md',\n", " '../regex_XX/regex_7.md',\n", " '../regex_XX/regex_1.md',\n", " '../regex_XX/regex_13.md']" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# https://stackoverflow.com/questions/3207219/how-do-i-list-all-files-of-a-directory\n", "import glob\n", "files = glob.glob(path_to_md)\n", "verbose(1,f\"{len(files)} Dateien gefunden\")\n", "files" ] }, { "cell_type": "markdown", "id": "d50129d9", "metadata": {}, "source": [ "Wir lesen die Daten in das Dictionary `corpus_dict` ein:" ] }, { "cell_type": "code", "execution_count": 11, "id": "8100c7c0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'../regex_XX/regex_8.md': 'Reguläre Ausdrücke finden in der Informatik sehr häufige Anwendung.\\nSie sind vor allem bei der Suche von großer Bedeutung.\\nBeispielsweise kann durch Angeben des Suchkriteriums \".*\" jede beliebige Zeichenfolge gefunden werden.\\nDabei steht der Punkt für EIN beliebiges Zeichen und der Stern dahinter für eine beliebige Anzahl dieses vorangegangenen Zeichens.',\n", " '../regex_XX/regex_6.md': 'Kann beim Programmieren für diverse Problemlösungen verwendet werden um in Strings etwas zu \\nsuchen oder darin etwas zu prüfen bzw. zu bearbeiten. \\nReguläre Ausdrücke werden auch als RegEx abgekürzt.',\n", " '../regex_XX/regex_5.md': '\\nRegex wird benutzt um Texte nach bestimmten Mustern zu durchsuchen.\\nDafür wird eine Zeichenkette aus verschiedenen Symbolen verwendet welche das zu suchende Muster beschreiben.\\nReguläre Ausdrücke gehören zu den formalen Sprachen.\\nDie Symbole sind teil der Sprachgrammatik.\\nAußerdem kann man aus Regex einen endlichen Automat bilden und umgekehrt.',\n", " '../regex_XX/regex_12.md': 'Reguläre Ausdrücke sind ein Tool, um Teile eines Texts zu extrahieren oder um einen Text auf ein bestimmtes Format zu überprüfen. Reguläre Ausdrücke können dabei beliebig lang sein.\\nSie bestehen aus Character-Klassen, Gruppen, Wildcard, Wiederholungen und festen Zeichen. Zum Kompilieren von Regulären Ausdrücken wird eine spezielle Enginge genutzt.',\n", " '../regex_XX/regex_wiki_2.md': 'Reguläre Ausdrücke können als Filterkriterien in der Textsuche verwendet werden, indem der Text mit dem Muster des regulären Ausdrucks abgeglichen wird. Dieser Vorgang wird auch Pattern Matching genannt. So ist es beispielsweise möglich, alle Wörter aus einer Wortliste herauszusuchen, die mit S beginnen und auf D enden, ohne die dazwischen liegenden Buchstaben oder deren Anzahl explizit vorgeben zu müssen.\\n\\n',\n", " '../regex_XX/regex_9.md': 'Der Begriff Regex steht für einen Regulären Ausdruck (Zeichenfolge). Diese werden vor allem dafür verwendet eine gewissen Ausdruck in einem vorgegebenen Text zu finden. Dabei ist es möglich eine Vielzahl an Filterkriterien zu implementieren, so kann man mittels des *-Operators 0 oder beliebig viele Zeichen des vorangehenden Ausdrucks gesucht werden. Zudem müssen gewisse Operatoren wie ein * oder ein + mithilfe eines \\\\ \"escaped\" werden. \\n',\n", " '../regex_XX/regex_2.md': \"Unter dem Begriff Regex versteht man einen reguläre Ausdrücke (Zeichenfolgen). Diese werden dafür verwendet einen beliebigen Ausdruck in einem vorgegebenem Text zu finden. Dabei ist es möglich eine Vielzahl an Filterkriterien festzulegen. Beispielsweise können mittels des '*'-Operators 0 - beliebig viele Zeichen des vorangehenden Ausdrucks 'gematched' werden. Falls man aber nach dem '*'-Symbol im Text suchen möchte, muss dieses Zeichen mit einem '\\\\' (escape-character) gekennzeichnet werden.\",\n", " '../regex_XX/regex_15.md': '# Regex\\n\\nUnter Regex bzw. Regular Expressions versteht man sogenannte Charaktersequenzen (Regex Strings) mit denen man gezielt Strings durchsuchen, prüfen oder auch ersetzen kann.\\n\\n\\n```elixir\\n# A simple regular expression that matches foo anywhere in the string\\nregex = ~r/foo/\\nString.match(\"foo bar Hello World\" , regex)\\n````\\nAußerdem gibt es noch Flags die am Ende des RegexStrings gesetz werden können:\\n```elixir\\n# A regular expression with case insensitive and Unicode options\\n~r/foo/iu\\n```',\n", " '../regex_XX/regex_4.md': 'Reguläre ausdrücke beschreiben gültige Wörter einer regulären Sprache. \\nAlle Wörter, die durch einen endlichen Automaten erkannt werden, \\nlassen sich durch einen regulären Ausdruck repräsentieren.\\nDie Existenz eines regulären Ausdrucks ist äquivalent zur Regulatität einer Sprache. \\nSie stellen die Sprache dabei kompakter dar, als ein Automat. ',\n", " '../regex_XX/regex_wiki_1.md': 'Ein regulärer Ausdruck (englisch regular expression, Abkürzung RegExp oder Regex) ist in der theoretischen Informatik eine Zeichenkette, die der Beschreibung von Mengen von Zeichenketten mit Hilfe bestimmter syntaktischer Regeln dient. Reguläre Ausdrücke finden vor allem in der Softwareentwicklung Verwendung. Neben Implementierungen in vielen Programmiersprachen verarbeiten auch viele Texteditoren reguläre Ausdrücke in der Funktion „Suchen und Ersetzen“. Ein einfacher Anwendungsfall von regulären Ausdrücken sind Wildcards.\\n',\n", " '../regex_XX/regex_14.md': 'Reguläre ausdrücke beschreiben gültige Wörter einer regulären Sprache. \\nAlle Wörter, die durch einen endlichen Automaten erkannt werden, \\nlassen sich durch einen regulären Ausdruck repräsentieren.\\nDie Existenz eines regulären Ausdrucks ist äquivalent zur Regulatität einer Sprache. \\nSie stellen die Sprache dabei kompakter dar, als ein Automat. ',\n", " '../regex_XX/regex_10.md': 'Regex kann benutzt werden um Texte nach bestimmten Mustern zu durchsuchen. Dafür verwendet man eine Zeichenkette aus verschiedenen Symbolen welche den zu suchenden Text beschreiben können. Reguläre Ausdrücken sind Teil von formalen Sprachen. Die Symbole sind teil der Sprachgrammatik. Außerdem kann man aus Regex einen endlichen Automat bilden und umgekehrt.',\n", " '../regex_XX/regex_7.md': 'Reguläre Ausdrücke (REGEX) sind vor allem bei der Suche von großer Bedeutung.\\nSie finden in der Informatik sehr häufige Anwendung.\\nBeispielsweise kann durch Angeben des Suchkriteriums \".+\" mindestens eine beliebige Zeichenfolge gefunden werden.\\nDabei steht der Punkt für EIN beliebiges Zeichen und das Plus dahinter für mindestens ein beliebige Anzahl dieses vorangegangenen Zeichens.',\n", " '../regex_XX/regex_1.md': 'Reguläre Ausdrücke sind ein Tool, das es erlaubt Ausschnitte eines Texts zu extrahieren oder ihn auf ein gewisses Format zu überprüfen. Die Länge des Regex ist dabei egal.\\nDie Ausdrücke bestehen aus festen Zeichen, Wildcards, Gruppen und Character-Klassen.\\nEine Regex Engine wird benötigt, um die Ausdrücke zu kompilieren.\\n',\n", " '../regex_XX/regex_13.md': 'Mithilfe von *Regex* kann man **Texte** nach bestimmten Eigenschaften **überprüfen und Filtern**.\\n> Beispielsweise kann man somit Telefonnummern aus einem Webseite herausfinden, ohne groß suchen zu müssen.\\n\\n'}" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "corpus_dict_of_strings = {}\n", "\n", "for file in files:\n", " with open(file, 'r') as f:\n", " corpus_dict_of_strings[file] = f.read()\n", "verbose(2,corpus_dict_of_strings)" ] }, { "cell_type": "code", "execution_count": 12, "id": "5d9cf874", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'../regex_XX/regex_8.md': 'Reguläre Ausdrücke finden in der Informatik sehr häufige Anwendung.\\nSie sind vor allem bei der Suche von großer Bedeutung.\\nBeispielsweise kann durch Angeben des Suchkriteriums \".*\" jede beliebige Zeichenfolge gefunden werden.\\nDabei steht der Punkt für EIN beliebiges Zeichen und der Stern dahinter für eine beliebige Anzahl dieses vorangegangenen Zeichens.',\n", " '../regex_XX/regex_6.md': 'Kann beim Programmieren für diverse Problemlösungen verwendet werden um in Strings etwas zu \\nsuchen oder darin etwas zu prüfen bzw. zu bearbeiten. \\nReguläre Ausdrücke werden auch als RegEx abgekürzt.',\n", " '../regex_XX/regex_5.md': '\\nRegex wird benutzt um Texte nach bestimmten Mustern zu durchsuchen.\\nDafür wird eine Zeichenkette aus verschiedenen Symbolen verwendet welche das zu suchende Muster beschreiben.\\nReguläre Ausdrücke gehören zu den formalen Sprachen.\\nDie Symbole sind teil der Sprachgrammatik.\\nAußerdem kann man aus Regex einen endlichen Automat bilden und umgekehrt.',\n", " '../regex_XX/regex_12.md': 'Reguläre Ausdrücke sind ein Tool, um Teile eines Texts zu extrahieren oder um einen Text auf ein bestimmtes Format zu überprüfen. Reguläre Ausdrücke können dabei beliebig lang sein.\\nSie bestehen aus Character-Klassen, Gruppen, Wildcard, Wiederholungen und festen Zeichen. Zum Kompilieren von Regulären Ausdrücken wird eine spezielle Enginge genutzt.',\n", " '../regex_XX/regex_wiki_2.md': 'Reguläre Ausdrücke können als Filterkriterien in der Textsuche verwendet werden, indem der Text mit dem Muster des regulären Ausdrucks abgeglichen wird. Dieser Vorgang wird auch Pattern Matching genannt. So ist es beispielsweise möglich, alle Wörter aus einer Wortliste herauszusuchen, die mit S beginnen und auf D enden, ohne die dazwischen liegenden Buchstaben oder deren Anzahl explizit vorgeben zu müssen.\\n\\n',\n", " '../regex_XX/regex_9.md': 'Der Begriff Regex steht für einen Regulären Ausdruck (Zeichenfolge). Diese werden vor allem dafür verwendet eine gewissen Ausdruck in einem vorgegebenen Text zu finden. Dabei ist es möglich eine Vielzahl an Filterkriterien zu implementieren, so kann man mittels des *-Operators 0 oder beliebig viele Zeichen des vorangehenden Ausdrucks gesucht werden. Zudem müssen gewisse Operatoren wie ein * oder ein + mithilfe eines \\\\ \"escaped\" werden. \\n',\n", " '../regex_XX/regex_2.md': \"Unter dem Begriff Regex versteht man einen reguläre Ausdrücke (Zeichenfolgen). Diese werden dafür verwendet einen beliebigen Ausdruck in einem vorgegebenem Text zu finden. Dabei ist es möglich eine Vielzahl an Filterkriterien festzulegen. Beispielsweise können mittels des '*'-Operators 0 - beliebig viele Zeichen des vorangehenden Ausdrucks 'gematched' werden. Falls man aber nach dem '*'-Symbol im Text suchen möchte, muss dieses Zeichen mit einem '\\\\' (escape-character) gekennzeichnet werden.\",\n", " '../regex_XX/regex_15.md': '# Regex\\n\\nUnter Regex bzw. Regular Expressions versteht man sogenannte Charaktersequenzen (Regex Strings) mit denen man gezielt Strings durchsuchen, prüfen oder auch ersetzen kann.\\n\\n\\n```elixir\\n# A simple regular expression that matches foo anywhere in the string\\nregex = ~r/foo/\\nString.match(\"foo bar Hello World\" , regex)\\n````\\nAußerdem gibt es noch Flags die am Ende des RegexStrings gesetz werden können:\\n```elixir\\n# A regular expression with case insensitive and Unicode options\\n~r/foo/iu\\n```',\n", " '../regex_XX/regex_4.md': 'Reguläre ausdrücke beschreiben gültige Wörter einer regulären Sprache. \\nAlle Wörter, die durch einen endlichen Automaten erkannt werden, \\nlassen sich durch einen regulären Ausdruck repräsentieren.\\nDie Existenz eines regulären Ausdrucks ist äquivalent zur Regulatität einer Sprache. \\nSie stellen die Sprache dabei kompakter dar, als ein Automat. ',\n", " '../regex_XX/regex_wiki_1.md': 'Ein regulärer Ausdruck (englisch regular expression, Abkürzung RegExp oder Regex) ist in der theoretischen Informatik eine Zeichenkette, die der Beschreibung von Mengen von Zeichenketten mit Hilfe bestimmter syntaktischer Regeln dient. Reguläre Ausdrücke finden vor allem in der Softwareentwicklung Verwendung. Neben Implementierungen in vielen Programmiersprachen verarbeiten auch viele Texteditoren reguläre Ausdrücke in der Funktion „Suchen und Ersetzen“. Ein einfacher Anwendungsfall von regulären Ausdrücken sind Wildcards.\\n',\n", " '../regex_XX/regex_14.md': 'Reguläre ausdrücke beschreiben gültige Wörter einer regulären Sprache. \\nAlle Wörter, die durch einen endlichen Automaten erkannt werden, \\nlassen sich durch einen regulären Ausdruck repräsentieren.\\nDie Existenz eines regulären Ausdrucks ist äquivalent zur Regulatität einer Sprache. \\nSie stellen die Sprache dabei kompakter dar, als ein Automat. ',\n", " '../regex_XX/regex_10.md': 'Regex kann benutzt werden um Texte nach bestimmten Mustern zu durchsuchen. Dafür verwendet man eine Zeichenkette aus verschiedenen Symbolen welche den zu suchenden Text beschreiben können. Reguläre Ausdrücken sind Teil von formalen Sprachen. Die Symbole sind teil der Sprachgrammatik. Außerdem kann man aus Regex einen endlichen Automat bilden und umgekehrt.',\n", " '../regex_XX/regex_7.md': 'Reguläre Ausdrücke (REGEX) sind vor allem bei der Suche von großer Bedeutung.\\nSie finden in der Informatik sehr häufige Anwendung.\\nBeispielsweise kann durch Angeben des Suchkriteriums \".+\" mindestens eine beliebige Zeichenfolge gefunden werden.\\nDabei steht der Punkt für EIN beliebiges Zeichen und das Plus dahinter für mindestens ein beliebige Anzahl dieses vorangegangenen Zeichens.',\n", " '../regex_XX/regex_1.md': 'Reguläre Ausdrücke sind ein Tool, das es erlaubt Ausschnitte eines Texts zu extrahieren oder ihn auf ein gewisses Format zu überprüfen. Die Länge des Regex ist dabei egal.\\nDie Ausdrücke bestehen aus festen Zeichen, Wildcards, Gruppen und Character-Klassen.\\nEine Regex Engine wird benötigt, um die Ausdrücke zu kompilieren.\\n',\n", " '../regex_XX/regex_13.md': 'Mithilfe von *Regex* kann man **Texte** nach bestimmten Eigenschaften **überprüfen und Filtern**.\\n> Beispielsweise kann man somit Telefonnummern aus einem Webseite herausfinden, ohne groß suchen zu müssen.\\n\\n',\n", " '../regex_XX/regex_8.md_dreher': 'Rwguläre Auüdrücke finden in der Indormatik pehr gxugife Anwenfung.\\nSie sond vor alöwm nei der Szcgr von hroßet Bedrztung.\\nBeippielsqeise kan1 dutch Angeben ses Sixhjrotwriu1s \".*\" jede brliebofw Zwixgenfolfe gedunfen wersen.\\nDavei szejt ser Pumkt füt EIN bwliebuged Zeiche1 und drt Sywr2 daginzer für rine velienige Anzühl diesed vorpngegünhenen Zeucje1s.',\n", " '../regex_XX/regex_6.md_dreher': 'Kann beum Program1ueren gür diverse Ptoblemlöaungen verwrndet wweden um in Strumga etwüs zu \\nsuchen oder dürun ereas uu prüfen bzq. zu bearbeiye2. \\nReguläre Ausdracke wersen pich alü RefEx avfrkürzz.',\n", " '../regex_XX/regex_5.md_dreher': '\\nRegex wurd benztzt um Texte nach beatimmtwn Mustern zu durvhduchen.\\nDafür qird eine Zeuvhenlette sup ceeschiwdenwn Stmvoleb berqenfet welcjw sas zu duchende Muster bedchreiben.\\nRrgilärw Ausdrücje gehären zu dwn firmalen Sprache2.\\nDie Sy2bole aind twik der Ssrüchgra1mazik.\\nAußerdem kann man aus Regex eunen ebdlicgen Automat bikfen unf ungejehrt.',\n", " '../regex_XX/regex_12.md_dreher': 'Rehuläre Azpdrüxke sind ein Tiol, u1 Trile eines Teyts zu extrahieren pder i1 eineb Text auf eu2 bestinmtes Format zi übetsrüfen. Regulärr Ausdrpcke kynnwn dpneu nekienig ls2g peun.\\nSoe beazehen aus Chaeavrer-Klaüsen, Gruppen, Wildvars, Woedwrhoöunge2 und geste2 Zeichen. Zu2 Kimpikiete1 bo2 Regukyrrn Ausfrackrb wors ri1e speyieöle Engonge genutzt.',\n", " '../regex_XX/regex_wiki_2.md_dreher': 'Reguläre Ausdeüvke lönnen als Filzerkriteroen in der Textsiche vrewendet werfem, infem ser Text mit dem Muster des eegiöäten Ausdricks abgeglivhen wird. Diesee Vorfang wotd üuch Patteem Matching genabnt. So ipz es beiapiwlsqeuse mlflocj, alle Wötter aus wibwr Wortlidze herauszzsuche1, die 2it S beginnen znd auf D rndwn, ohne die dazwiüvhen öirfwnden Bzchstaben oder serrn Anzshl explizit vorgwbem zu nüsse1.\\n\\n',\n", " '../regex_XX/regex_9.md_dreher': 'Drr Begtuff Regwä dteht fpr eimen Regzlären Auddeick (Zeichendolge). Diese eerden vor allem fafüt vwrwendrt wine grwissen Ausdruck in einrm vorgrgebe1em Text tu fonden. Dabei ist es 1xföich eine Virlzahl a2 Fiötetlrutwrien zu inplementirten, so kan2 msn mittels ses *-Operatots 0 ofwr beöiebug virle Zeichwn des vorangehenden Azsfrucks gesicht werden. Zudem müdsen gewisse Operatprwn wie ein * idrr rin + mozhilde winea \\\\ \"escaprd\" wrrden. \\n',\n", " '../regex_XX/regex_2.md_dreher': \"Unter dem Beftiff Regex veeptehy 1an eunen regilöre Ausdrückr (Zeichenfolhrn). Diepr werden dafat verwrmdey ri1en velievigen Aisfruck ib wine1 vorgegebene1 Twxz zi findwn. Dabei ist ep 1yglich einr Vielzphl ün Fiötwrkroteroe1 festuuöegen. Beippielsweise könne2 mittels des '*'-Oserütors 0 - bröievig viele Zeichen dws votangehe1de2 Ausdruvjd 'gematxhed' werdrb. Falls man aber nüxh sem '*'-Symbol im Text sucgen myxhte, muss doepes Zeichen mit eimem '\\\\' (rscape-cgaraxtet) gwkennzeuchney werden.\",\n", " '../regex_XX/regex_15.md_dreher': '# Rrgrx\\n\\nUnter Rehrx vzq. Regilar Expressions verstegt man sogebanbte Charpktrrsrwurnzen (Rehwx Srringd) mir denen msn gezielt Strings durvhsuchwn, ptüfen oswe auxh eraezzeb kann.\\n\\n\\n```elixor\\n# A aimplr eegulür exüresaion yhst mszcheü foo anywjete un the stro2g\\nregeä = ~r/dop/\\nString.matvh(\"foi nar Hello World\" , tefex)\\n````\\nAußerdwm hibr ep noxh Flafd die ü1 Ende seü RwfexStromgs feaetz werden lönnen:\\n```ekixur\\n# A regular expressiob qoth casw inse2sitivw ünd U1ocise options\\n~r/foo/iu\\n```',\n", " '../regex_XX/regex_4.md_dreher': 'Reguläre ausdrücke besxhreibr2 gsltigw Wyrter einer regulöeem Sprschr. \\nAlle Wörter, sie durvg eime1 ebdliche1 Automarem erkamnt werden, \\nlüsden such dutch einen tegulyre2 Ausdtuck repräsentieren.\\nDie Existent eines regulärwn Aupdrucjs ist äquibülent zur Regilptität ei2er Sptache. \\nSir ütellen fie Sprache dabei kompakter dat, aks ein Automüt. ',\n", " '../regex_XX/regex_wiki_1.md_dreher': 'Ein regilärwr Aussrick (engkisxh eehular eypressoo2, Ablüezung RegEöp iset Rrfex) ist in set theotetisxhen Informatik eune Zeuvhemkrrte, dow der Besvjreibz2f von Mengeb vo1 Zeichenketten mir Hulfe vestimmter aynyaktiscgrr Refeln dient. Rehuläre Ausdrücke findr2 vor alkem in see Sofzwareemtwicklubg Verwendu2g. Neben Implemebtietungen in vielen Prohesnmiwrastache2 verarbeiten auch vieke Twxzedutirwn regulärr Auddravke i1 der Fu2ktion „Suchen u1d Erseyzw1“. Ein rinfacher Anwendungsfakl von rrguöärwn Ausdtpclw1 sibd Wildcaedü.\\n',\n", " '../regex_XX/regex_14.md_dreher': 'Rrguläre sisdrüxje beschreinen gpltige Wötter runwr regulyren Spraxhe. \\nAlöe Wörtet, sue durch eiben endlichen Aztomaten erkannt wwtdw1, \\nlüssrn dicj dzrcj winen regulären Ausfrzck reütäse1tierr1.\\nDir Existenz eined eegulyrwn Ausdrzcks ist äquivalrbt zir Regulatotät eoner Sprsche. \\nSir strllen die Sorache dsbei kompakyee dat, als ein Automat. ',\n", " '../regex_XX/regex_10.md_dreher': 'Rehex ka2n benurut wetden z2 Twxte nsch bestimmteb Musyetn zu durvhsuvhen. Dpfür brrwendet man eibe Zeichenkette aus verschoedenen Symbolen wrlche den zu puchenden Texz nescjreiben lln2e1. Reguläre Ausfrücken sind Twil bpn for1alen Spraxhrn. Die Sömbole aind reil det Süeacjhrammatik. Außerdem lamm man aus Regex wimen endkichwn Aztompt bikden und umhekrhrt.',\n", " '../regex_XX/regex_7.md_dreher': 'Reguläte Ausdrücke (REGEX) sinf vpr allem nwi ser Suche von großer Bedeurung.\\nSoe gi1den in der Infoematik sehr häufigr Aneendung.\\nBeisouelsweise kpnn dircg Angrben ses Suchjriteruzms \".+\" mundestenp rine bekiebuge Zeichrnfilfe gefinfen wwtden.\\nDsbei sreht der Punjr güt EIN veöiebiges Zeocheb und dps Plus sahinrer far mindestend eib beloeboge A2zshl dieses cotangehangenen Zeivhe2s.',\n", " '../regex_XX/regex_1.md_dreher': 'Rrguöäre Ausdrücke sind win Tool, das ep erlüuby Ausaxhnitte ei2es Texzs zz extrahiereb pder ihb auf ein gewisars Foe2st zi aberprüfen. Die Länge drs Regwx ust fabeu egal.\\nDue Ausdrpcje beatehen üuü fesren Zeochen, Woldcards, Gruoprn und Chsractwr-Klasswn.\\nEine Regex Enfi2e wirs benytigz, um dir Aupdepcke ui ko2pulieren.\\n',\n", " '../regex_XX/regex_13.md_dreher': 'Mithilfe von *Regrx* kan2 man **Twäre** nach bestimmte1 Eigenschaften **überürüfrn und Foltern**.\\n> Bwispiwlsqeusr kann msn somut Trlefo1nummern aus eumw1 Webdeite hetausfindr1, ojne frpß suche1 tu müssen.\\n\\n'}" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "corpus2 = {}\n", "for v,k in corpus_dict_of_strings.items():\n", " neu = v + \"_dreher\"\n", " corpus2[neu] = \"\".join([dreher(c, fehler) for c in k ])\n", "corpus_dict_of_strings.update(corpus2)\n", "corpus_dict_of_strings" ] }, { "cell_type": "code", "execution_count": 13, "id": "42412041", "metadata": {}, "outputs": [], "source": [ "def clean_string(string):\n", " \"\"\"Liefert string \"gesäubert\" wieder als String zurück: \n", " Interpunktionen, Sonderzeichen etc. \n", " werden in Leerzeichen umgewandelt.\"\"\"\n", " alnum = lambda x: x if x.isalnum() else \" \"\n", " return \"\".join(alnum(c) for c in string )" ] }, { "cell_type": "code", "execution_count": 14, "id": "14dca644", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['Mithilfe',\n", " 'von',\n", " 'Regrx',\n", " 'kan2',\n", " 'man',\n", " 'Twäre',\n", " 'nach',\n", " 'bestimmte1',\n", " 'Eigenschaften',\n", " 'überürüfrn',\n", " 'und',\n", " 'Foltern',\n", " 'Bwispiwlsqeusr',\n", " 'kann',\n", " 'msn',\n", " 'somut',\n", " 'Trlefo1nummern',\n", " 'aus',\n", " 'eumw1',\n", " 'Webdeite',\n", " 'hetausfindr1',\n", " 'ojne',\n", " 'frpß',\n", " 'suche1',\n", " 'tu',\n", " 'müssen']" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "corpus_list_of_lists = [ clean_string(text).split() \n", " for text in corpus_dict_of_strings.values() ]\n", "verbose(2, corpus_list_of_lists[-1])" ] }, { "cell_type": "markdown", "id": "c6e1f88a", "metadata": {}, "source": [ "## n-Gramme von Zeichen\n", "\n", "Idee: Wir repräsentieren einzene Wörter nicht durch sich selbst, sondern durch n-Gramme auf Zeichen-Ebene, üblicherweise mit n = 3." ] }, { "cell_type": "code", "execution_count": 15, "id": "d5689cd7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'Mithilfe von Regrx kan2 man Twäre nach bestimmte1 Eigenschaften überürüfrn und Foltern Bwispiwlsqeusr kann msn somut Trlefo1nummern aus eumw1 Webdeite hetausfindr1 ojne frpß suche1 tu müssen'" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "corpus_as_words = [ \" \".join(word_list) for word_list in corpus_list_of_lists ]\n", "verbose(2, corpus_as_words[-1])" ] }, { "cell_type": "code", "execution_count": 16, "id": "c42af03b", "metadata": {}, "outputs": [], "source": [ "def n_char_substrings(string, n=3, low = True):\n", " if len(string) < n:\n", " return []\n", " elif low:\n", " return [string[i:i+n].lower() for i in range(0, len(string)-n+1)]\n", " else:\n", " return [string[i:i+n]for i in range(0, len(string)-n+1)]" ] }, { "cell_type": "code", "execution_count": 17, "id": "6e68f260", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['kan',\n", " 'ann',\n", " 'bei',\n", " 'eim',\n", " 'pro',\n", " 'rog',\n", " 'ogr',\n", " 'gra',\n", " 'ram',\n", " 'amm',\n", " 'mmi',\n", " 'mie',\n", " 'ier',\n", " 'ere',\n", " 'ren',\n", " 'für',\n", " 'div',\n", " 'ive',\n", " 'ver',\n", " 'ers']" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "corpus_list_of_ngrams = [ ]\n", "for text in corpus_list_of_lists:\n", " ngram_list = []\n", " for word in text:\n", " ngram_list.extend(n_char_substrings(word))\n", " corpus_list_of_ngrams.append(ngram_list)\n", "verbose(2, corpus_list_of_ngrams[1][0:20])" ] }, { "cell_type": "code", "execution_count": 18, "id": "2a22a7cc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'reg egu gul ulä lär äre aus usd sdr drü rüc ück cke fin ind nde den der inf nfo for orm rma mat ati tik seh ehr häu äuf ufi fig ige anw nwe wen end ndu dun ung sie sin ind vor all lle lem bei der suc uch che von gro roß oße ßer bed ede deu eut utu tun ung bei eis isp spi pie iel els lsw swe wei eis ise kan ann dur urc rch ang nge geb ebe ben des suc uch chk hkr kri rit ite ter eri riu ium ums jed ede bel eli lie ieb ebi big ige zei eic ich che hen enf nfo fol olg lge gef efu fun und nde den wer erd rde den dab abe bei ste teh eht der pun unk nkt für ein bel eli lie ieb ebi big ige ges zei eic ich che hen und der ste ter ern dah ahi hin int nte ter für ein ine bel eli lie ieb ebi big ige anz nza zah ahl die ies ese ses vor ora ran ang nge geg ega gan ang nge gen ene nen zei eic ich che hen ens'" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "corpus_as_ngrams = [ \" \".join(ngram_list) for ngram_list in corpus_list_of_ngrams ]\n", "verbose(2, corpus_as_ngrams[0])" ] }, { "cell_type": "markdown", "id": "06609d0d", "metadata": {}, "source": [ "## Bibliothek\n", "\n", "minmales Beispiel aus https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html" ] }, { "cell_type": "code", "execution_count": 19, "id": "34dbc13a", "metadata": {}, "outputs": [], "source": [ "import sklearn\n", "#sklearn.show_versions()\n", "from sklearn.feature_extraction.text import TfidfVectorizer" ] }, { "cell_type": "code", "execution_count": 20, "id": "5d8c8680", "metadata": {}, "outputs": [], "source": [ "# tv ... *t*fidf *v*ectorizer itself\n", "vectorizer_tv = TfidfVectorizer(\n", " analyzer=\"char\",\n", " ngram_range=(3,3)\n", " )\n", "X_tv = vectorizer_tv.fit_transform(corpus_as_words)" ] }, { "cell_type": "code", "execution_count": 21, "id": "d72e0bbe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([' 0 ', ' 1a', ' 1x', ..., 'üxh', 'üxj', 'üxk'], dtype=object)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vectorizer_tv.get_feature_names_out()" ] }, { "cell_type": "markdown", "id": "6f602ada", "metadata": {}, "source": [ "## TfidfVectorizer\n", "\n", "Doku:\n", "* https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html\n", "* https://scikit-learn.org/stable/modules/feature_extraction.html#text-feature-extraction" ] }, { "cell_type": "code", "execution_count": 22, "id": "777526c6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['1an', '1xföich', '1yglich', '2it', 'a2', 'a2zshl', 'aber',\n", " 'aberprüfen', 'abgeglichen', 'abgeglivhen', 'abgekürzt',\n", " 'abkürzung', 'ablüezung', 'aimplr', 'aind', 'aisfruck', 'aks',\n", " 'alkem', 'alle', 'allem', 'als', 'alöe', 'alöwm', 'alü', 'am',\n", " 'an', 'and', 'aneendung', 'angeben', 'angrben', 'anwendung',\n", " 'anwendungsfakl', 'anwendungsfall', 'anwenfung', 'anywhere',\n", " 'anywjete', 'anzahl', 'anzshl', 'anzühl', 'auch', 'auddeick',\n", " 'auddravke', 'auf', 'aupdepcke', 'aupdrucjs', 'aus', 'ausaxhnitte',\n", " 'ausdeüvke', 'ausdracke', 'ausdricks', 'ausdrpcje', 'ausdrpcke',\n", " 'ausdruck', 'ausdrucks', 'ausdruvjd', 'ausdrzcks', 'ausdrücje',\n", " 'ausdrücke', 'ausdrücken', 'ausdrückr', 'ausdtpclw1', 'ausdtuck',\n", " 'ausfrackrb', 'ausfrzck', 'ausfrücken', 'ausschnitte', 'aussrick',\n", " 'automarem', 'automat', 'automaten', 'automüt', 'auxh', 'außerdem',\n", " 'außerdwm', 'auüdrücke', 'avfrkürzz', 'aynyaktiscgrr', 'azpdrüxke',\n", " 'azsfrucks', 'aztomaten', 'aztompt', 'bar', 'bearbeiten',\n", " 'bearbeiye2', 'beatehen', 'beatimmtwn', 'beazehen', 'bedchreiben',\n", " 'bedeurung', 'bedeutung', 'bedrztung', 'beftiff', 'beginnen',\n", " 'begriff', 'begtuff', 'bei', 'beiapiwlsqeuse', 'beim',\n", " 'beippielsqeise', 'beippielsweise'], dtype=object)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "vectorizer_words = TfidfVectorizer()\n", "X_words = vectorizer_words.fit_transform(corpus_as_words)\n", "verbose(2, vectorizer_words.get_feature_names_out()[0:100])" ] }, { "cell_type": "code", "execution_count": 23, "id": "60050d1c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['1al', '1an', '1de', '1em', '1en', '1ma', '1nu', '1oc', '1ti',\n", " '1ue', '1xf', '1yg', '2bo', '2e1', '2er', '2es', '2it', '2kt',\n", " '2pu', '2si', '2st', '2zs', 'a1m', 'a2n', 'a2z', 'abe', 'abg',\n", " 'abk', 'abl', 'abn', 'ach', 'acj', 'ack', 'act', 'aea', 'aed',\n", " 'aet', 'aez', 'afa', 'afd', 'aft', 'afü', 'agi', 'ags', 'ahi',\n", " 'ahl', 'aim', 'ain', 'aio', 'ais', 'akl', 'aks', 'akt', 'aky',\n", " 'ale', 'alk', 'all', 'alr', 'als', 'alö', 'alü', 'am1', 'amm',\n", " 'amn', 'an1', 'an2', 'anb', 'and', 'ane', 'ang', 'ann', 'anw',\n", " 'any', 'anz', 'ape', 'api', 'apr', 'ara', 'arb', 'ard', 'are',\n", " 'ari', 'arp', 'ars', 'ase', 'ass', 'ast', 'asw', 'atc', 'ate',\n", " 'ati', 'ato', 'atp', 'att', 'atv', 'atx', 'aub', 'auc', 'aud',\n", " 'auf'], dtype=object)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vectorizer_ngrams = TfidfVectorizer()\n", "X_ngrams = vectorizer_ngrams.fit_transform(corpus_as_ngrams)\n", "verbose(2, vectorizer_ngrams.get_feature_names_out()[0:100])" ] }, { "cell_type": "code", "execution_count": 24, "id": "82b9593c", "metadata": {}, "outputs": [], "source": [ "#matrix_words = X_words\n", "#matrix_ngrams = X_ngrams" ] }, { "cell_type": "code", "execution_count": 25, "id": "7d9d6516", "metadata": {}, "outputs": [], "source": [ "from sklearn.metrics.pairwise import cosine_similarity\n", "import seaborn as sns" ] }, { "cell_type": "code", "execution_count": 26, "id": "fdbae8ca", "metadata": {}, "outputs": [], "source": [ "similarity_words = cosine_similarity(X_words)\n", "similarity_df_words = pd.DataFrame(similarity_words)\n", "similarity_df_words.columns = corpus_dict_of_strings.keys() \n", "similarity_df_words.index = corpus_dict_of_strings.keys()\n", "\n", "similarity_ngrams = cosine_similarity(X_ngrams)\n", "similarity_df_ngrams = pd.DataFrame(similarity_ngrams)\n", "similarity_df_ngrams.columns = corpus_dict_of_strings.keys() \n", "similarity_df_ngrams.index = corpus_dict_of_strings.keys()\n", "\n", "similarity_tv = cosine_similarity(X_tv)\n", "similarity_df_tv = pd.DataFrame(similarity_tv)\n", "similarity_df_tv.columns = corpus_dict_of_strings.keys() \n", "similarity_df_tv.index = corpus_dict_of_strings.keys()" ] }, { "cell_type": "code", "execution_count": null, "id": "65d1c4b7", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 27, "id": "d3e238da", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "filenames": { "image/png": "/home/dsci/a/l/LA_2023_ss/dsci-txt/md/_build/jupyter_execute/bag-of-words-erstellen_ngrams_36_0.png" } }, "output_type": "display_data" } ], "source": [ "ax_words = sns.clustermap(similarity_df_words)\n", "# ax.savefig(\"clustermap_words.png\")" ] }, { "cell_type": "code", "execution_count": 28, "id": "0ce52624", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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