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+#GreatExpectations = gettext('http://www.gutenberg.org/files/1400/1400-0.txt') +#ATaleofTwoCities = gettext('http://www.gutenberg.org/files/98/98-0.txt') + +def cleanuplist(textlist): + """ takes a text as a string and returns a list of words + without any of the symbols and lowercased + + >>> cleanuplist('This project is so hard!') + ['this', 'project', 'is', 'so', 'hard'] + >>> cleanuplist('I need, a bunch, of !? doctest?') + ['i', 'need', 'a', 'bunch', 'of', 'doctest'] + + """ + cleanedlist = [] + textlist = textlist.lower().split() + for word in textlist: + symbols = "-_=+[}{]:;?/.>, 0: + cleanedlist.append(word) + return cleanedlist + +#print(len(cleanuplist(ATaleofTwoCities))) + + +def wordcounter(text): + """ counts the text after it's cleaned up, ignoring symbols, + by parsing through a list + + >>> wordcounter('This This This is is Another Docstring Test Test Is!!!!!!!!!') + {'this': 3, 'is': 3, 'another': 1, 'docstring': 1, 'test': 2} + + """ + cleanlist = cleanuplist(text) + d = dict() + for words in cleanlist: + d[words] = d.get(words,0) + 1 + return d + + +def highestfreqword(d): + """ a) create a list of the dict's keys and values; + b) return the key and value with the max value as a tuple + + >>> highestfreqword({'the': 5, 'apple': 2, 'is' : 3, 'large' : 15}) + ('large', 15) + + """ + v=list(d.values()) + k=list(d.keys()) + return k[v.index(max(v))], d[k[v.index(max(v))]] + + +def topNvalues(d,n): + """ returns the top N values of the text as tuples in a list + + >>> topNvalues({'the': 5, 'apple': 2, 'is' : 3, 'large' : 15},2) + [('large', 15), ('the', 5)] + + """ + newdictionary = d + listoftups = [] + while n > 0: + listoftups.append(highestfreqword(newdictionary)) + newdictionary.pop(highestfreqword(newdictionary)[0]) + n = n - 1 + return listoftups + +#print(topNvalues(wordcounter(ATaleofTwoCities),5)) + +def uniquewordsused(s): + """ returns the number of unique words in the string + this function takes a lot of computational power LIKE A LOT + + >>> uniquewordsused('There should be six words used') + 6 + >>> uniquewordsused('There should be seven words used here') + 7 + """ + cleanlist = cleanuplist(s) + counter = 0 + index = 1 + while index < len(cleanlist) + 1: + if cleanlist[index - 1] not in cleanlist[index:]: + if cleanlist[index - 1] not in cleanlist[:index - 1]: + counter = counter + 1 + index = index + 1 + return counter + +def dictionaryofprefixes(s): + """ Returns a dictionary with a list of words in the text as keys + and empty list as values. Will be used as a prefix index for suffixdictionary function. + Does not repeat words + + >>> dictionaryofprefixes('This This This is another doctring test') + {'this': [], 'is': [], 'another': [], 'doctring': [], 'test': []} + + """ + cleanlist = cleanuplist(s) + d = {} + for words in cleanlist: + if words not in d: + d[words] = [] + return d + + + +def suffixdictionary(s): + """ Takes the premade dictionary key index and starts appending + suffixes to the list of values for each key + + >>> suffixdictionary('This cat is this cars best friend. This docstring is this assignments') + {'this': ['cat', 'cars', 'docstring', 'assignments'], 'cat': ['is'], 'is': ['this'], 'cars': ['best'], 'best': ['friend'], 'friend': ['this'], 'docstring': ['is'], 'assignments': []} + + """ + d = dictionaryofprefixes(s) + cleanlist = cleanuplist(s) + index = 0 + while index < len(cleanlist) - 1: + if cleanlist[index + 1] not in d[cleanlist[index]]: + d[cleanlist[index]].append(cleanlist[index + 1]) + index = index + 1 + return d + +#print(suffixes('This is a practice for a dictionary prefixes example so a cat can compute this program!!!')) + + +def sentencegenerator(text,startword,length = 10): + """ Takes a sentence generator that only takes one prefix + and generates a random suffix from the dictionary and creates + a setence of values""" + d = suffixdictionary(text) + sentence = [startword] + index = 0 + while index < length: + sentence.append(random.choice(d[sentence[index]])) + index = index + 1 + return ' '.join(sentence) + + +print(sentencegenerator((Christmas),'the',20)) + + +if __name__ == "__main__": + import doctest + doctest.testmod(verbose=False) From db88d25d91d1b3763b2c515c7902019ecacb5bf9 Mon Sep 17 00:00:00 2001 From: jwen2 <31702182+jwen2@users.noreply.github.com> Date: Tue, 17 Oct 2017 23:53:34 -0400 Subject: [PATCH 2/4] Add files via upload --- TextMiningV2.py | 202 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 202 insertions(+) create mode 100644 TextMiningV2.py diff --git a/TextMiningV2.py b/TextMiningV2.py new file mode 100644 index 0000000..89b1869 --- /dev/null +++ b/TextMiningV2.py @@ -0,0 +1,202 @@ +""" +John Wen - Text Mining assignment + +""" + +import requests +#requests used to obtain text from urls. +import random +#random function used to generate sentences based on prefix-suffix + +def gettext(url): + """takes a url and returns the url as a long string""" + return requests.get(url).text + +"""Top 5 Charles Dickens Books as Text Files""" + +Christmas = gettext('http://www.gutenberg.org/cache/epub/46/pg46.txt') +#OliverTwist = gettext('http://www.gutenberg.org/ebooks/730.txt.utf-8') +#DavidCopperfield = gettext('http://www.gutenberg.org/files/766/766-0.txt') +#GreatExpectations = gettext('http://www.gutenberg.org/files/1400/1400-0.txt') +#ATaleofTwoCities = gettext('http://www.gutenberg.org/files/98/98-0.txt') + +def cleanuplist(textlist): + """ takes a text as a string and returns a list of words + without any of the symbols and lowercased + + >>> cleanuplist('This project is so hard!') + ['this', 'project', 'is', 'so', 'hard'] + >>> cleanuplist('I need, a bunch, of !? doctest?') + ['i', 'need', 'a', 'bunch', 'of', 'doctest'] + + Functionality: iteratively go through the words in the list and if they are in the symbols + it would replace the symbol with a space + """ + cleanedlist = [] + textlist = textlist.lower().split() + for word in textlist: + symbols = "-_=+[}{]:;?/.>, 0: + cleanedlist.append(word) + return cleanedlist + +#print(len(cleanuplist(ATaleofTwoCities))) + + +def wordcounter(text): + """ counts the text after it's cleaned up, ignoring symbols, + by parsing through a list + + >>> wordcounter('This This This is is Another Docstring Test Test Is!!!!!!!!!') + {'this': 3, 'is': 3, 'another': 1, 'docstring': 1, 'test': 2} + >>> wordcounter('Test Test and way more test') + {'test': 3, 'and': 1, 'way': 1, 'more': 1} + + Functionality: goes through the dictionary and uses the get function to change the values of each key + """ + cleanlist = cleanuplist(text) + d = dict() + for words in cleanlist: + d[words] = d.get(words,0) + 1 + return d + + +def highestfreqword(d): + """ returns the highest value in the dictionary as a tuple pair + + >>> highestfreqword({'the': 5, 'apple': 2, 'is' : 3, 'large' : 15}) + ('large', 15) + >>> highestfreqword({'the': 5, 'apple': 8, 'is' : 3, 'large' : 2}) + ('apple', 8) + + Functionality: Breaks down the dictionary down into lists of keys and values and + picks the highest value and maps that index back to the key. + """ + v=list(d.values()) + k=list(d.keys()) + return k[v.index(max(v))], d[k[v.index(max(v))]] + + +def topNvalues(d,n): + """ returns the top N values of the text as tuples in a list + + >>> topNvalues({'the': 5, 'apple': 2, 'is' : 3, 'large' : 15}, 2) + [('large', 15), ('the', 5)] + >>> topNvalues({'cars': 51, 'bananas': 252, 'pies' : 33, 'bread' : 153}, 3) + [('bananas', 252), ('bread', 153), ('cars', 51)] + + Functionality: Runs the highestfreqword function N times while popping out the + selected value after each trial. + + """ + newdictionary = d + listoftups = [] + while n > 0: + listoftups.append(highestfreqword(newdictionary)) + newdictionary.pop(highestfreqword(newdictionary)[0]) + n = n - 1 + #runs through the function and adds the highest value tuple to the list and then + #pops it from the original dictionary + return listoftups + +#print(topNvalues(wordcounter(ATaleofTwoCities),5)) + +def uniquewordsused(s): + """ returns the number of unique words in the string + this function takes a lot of computational power LIKE A LOT + + >>> uniquewordsused('There should be six words used') + 6 + >>> uniquewordsused('There should be seven words used here') + 7 + + Functionality: Takes a list of words, and runs two if functions through each word. + The if functions check to see if the word appears before the index and after the index value. + If it doesn't then it adds one to the counter. + + """ + cleanlist = cleanuplist(s) + counter = 0 + index = 1 + while index < len(cleanlist) + 1: + if cleanlist[index - 1] not in cleanlist[index:]: + if cleanlist[index - 1] not in cleanlist[:index - 1]: + counter = counter + 1 + index = index + 1 + return counter + +def dictionaryofprefixes(s): + """ Returns a dictionary with a list of words in the text as keys + and empty list as values. Will be used as a prefix index for suffixdictionary function. + Does not repeat words + + >>> dictionaryofprefixes('This This This is another doctring test') + {'this': [], 'is': [], 'another': [], 'doctring': [], 'test': []} + >>> dictionaryofprefixes('More docstring tests') + {'more': [], 'docstring': [], 'tests': []} + + Functionality: Just returns each word as keys with empty values. + """ + cleanlist = cleanuplist(s) + d = {} + for words in cleanlist: + if words not in d: + d[words] = [] + return d + + + +def suffixdictionary(s): + """ Takes the premade dictionary key index and starts appending + suffixes to the list of values for each key + + >>> suffixdictionary('This cat is this cars best friend. This docstring is this assignments') + {'this': ['cat', 'cars', 'docstring', 'assignments'], 'cat': ['is'], 'is': ['this'], 'cars': ['best'], 'best': ['friend'], 'friend': ['this'], 'docstring': ['is'], 'assignments': []} + >>> suffixdictionary('Maybe if I create more docstrings, I will get a 5') + {'maybe': ['if'], 'if': ['i'], 'i': ['create', 'will'], 'create': ['more'], 'more': ['docstrings'], 'docstrings': ['i'], 'will': ['get'], 'get': ['a'], 'a': ['5'], '5': []} + """ + d = dictionaryofprefixes(s) + cleanlist = cleanuplist(s) + index = 0 + while index < len(cleanlist) - 1: + if cleanlist[index + 1] not in d[cleanlist[index]]: + d[cleanlist[index]].append(cleanlist[index + 1]) + index = index + 1 + return d + +#print(suffixes('This is a practice for a dictionary prefixes example so a cat can compute this program!!!')) + + +def sentencegenerator(text,startword,length = 10): + """ Takes a sentence generator that only takes one prefix + and generates a random suffix from the dictionary and creates + a setence of values + + >>> sentencegenerator(Christmas,'the',20) + 'the lock "ill give him as heartily sorry he wrote the foundations ein or using his steps towards you" returned the' + Functionality: Starts with a word, and goes through the created prefix-suffix dictionary + and randomly selects a element in that value list. + """ + random.seed(1) + #randomseed value for doctest, comment out to actually have the function run + d = suffixdictionary(text) + sentence = [startword] + index = 0 + while index < length: + sentence.append(random.choice(d[sentence[index]])) + index = index + 1 + return ' '.join(sentence) + +"""Results of sentence generator + +print(sentencegenerator((Christmas),'the',20)) +Results1: the shop but to express the upper portion of tank his feet observable beneath the habit with my dears god bless +Results2: the children in too well in carriages and lying down for" muttered with christmas past relenting" said so irresistibly contagious as +Results3: the burialplace of chestnuts on cornhill at midnight hark the quick wheels of addressing mr scrooges keyhole and tender and his +""" + +if __name__ == "__main__": + import doctest + doctest.testmod(verbose=False) From dab864f6680f105ca9ff58791ca2ca991206aad5 Mon Sep 17 00:00:00 2001 From: jwen2 <31702182+jwen2@users.noreply.github.com> Date: Tue, 17 Oct 2017 23:56:31 -0400 Subject: [PATCH 3/4] Delete TextMiningV2.py --- TextMiningV2.py | 202 ------------------------------------------------ 1 file changed, 202 deletions(-) delete mode 100644 TextMiningV2.py diff --git a/TextMiningV2.py b/TextMiningV2.py deleted file mode 100644 index 89b1869..0000000 --- a/TextMiningV2.py +++ /dev/null @@ -1,202 +0,0 @@ -""" -John Wen - Text Mining assignment - -""" - -import requests -#requests used to obtain text from urls. -import random -#random function used to generate sentences based on prefix-suffix - -def gettext(url): - """takes a url and returns the url as a long string""" - return requests.get(url).text - -"""Top 5 Charles Dickens Books as Text Files""" - -Christmas = gettext('http://www.gutenberg.org/cache/epub/46/pg46.txt') -#OliverTwist = gettext('http://www.gutenberg.org/ebooks/730.txt.utf-8') -#DavidCopperfield = gettext('http://www.gutenberg.org/files/766/766-0.txt') -#GreatExpectations = gettext('http://www.gutenberg.org/files/1400/1400-0.txt') -#ATaleofTwoCities = gettext('http://www.gutenberg.org/files/98/98-0.txt') - -def cleanuplist(textlist): - """ takes a text as a string and returns a list of words - without any of the symbols and lowercased - - >>> cleanuplist('This project is so hard!') - ['this', 'project', 'is', 'so', 'hard'] - >>> cleanuplist('I need, a bunch, of !? doctest?') - ['i', 'need', 'a', 'bunch', 'of', 'doctest'] - - Functionality: iteratively go through the words in the list and if they are in the symbols - it would replace the symbol with a space - """ - cleanedlist = [] - textlist = textlist.lower().split() - for word in textlist: - symbols = "-_=+[}{]:;?/.>, 0: - cleanedlist.append(word) - return cleanedlist - -#print(len(cleanuplist(ATaleofTwoCities))) - - -def wordcounter(text): - """ counts the text after it's cleaned up, ignoring symbols, - by parsing through a list - - >>> wordcounter('This This This is is Another Docstring Test Test Is!!!!!!!!!') - {'this': 3, 'is': 3, 'another': 1, 'docstring': 1, 'test': 2} - >>> wordcounter('Test Test and way more test') - {'test': 3, 'and': 1, 'way': 1, 'more': 1} - - Functionality: goes through the dictionary and uses the get function to change the values of each key - """ - cleanlist = cleanuplist(text) - d = dict() - for words in cleanlist: - d[words] = d.get(words,0) + 1 - return d - - -def highestfreqword(d): - """ returns the highest value in the dictionary as a tuple pair - - >>> highestfreqword({'the': 5, 'apple': 2, 'is' : 3, 'large' : 15}) - ('large', 15) - >>> highestfreqword({'the': 5, 'apple': 8, 'is' : 3, 'large' : 2}) - ('apple', 8) - - Functionality: Breaks down the dictionary down into lists of keys and values and - picks the highest value and maps that index back to the key. - """ - v=list(d.values()) - k=list(d.keys()) - return k[v.index(max(v))], d[k[v.index(max(v))]] - - -def topNvalues(d,n): - """ returns the top N values of the text as tuples in a list - - >>> topNvalues({'the': 5, 'apple': 2, 'is' : 3, 'large' : 15}, 2) - [('large', 15), ('the', 5)] - >>> topNvalues({'cars': 51, 'bananas': 252, 'pies' : 33, 'bread' : 153}, 3) - [('bananas', 252), ('bread', 153), ('cars', 51)] - - Functionality: Runs the highestfreqword function N times while popping out the - selected value after each trial. - - """ - newdictionary = d - listoftups = [] - while n > 0: - listoftups.append(highestfreqword(newdictionary)) - newdictionary.pop(highestfreqword(newdictionary)[0]) - n = n - 1 - #runs through the function and adds the highest value tuple to the list and then - #pops it from the original dictionary - return listoftups - -#print(topNvalues(wordcounter(ATaleofTwoCities),5)) - -def uniquewordsused(s): - """ returns the number of unique words in the string - this function takes a lot of computational power LIKE A LOT - - >>> uniquewordsused('There should be six words used') - 6 - >>> uniquewordsused('There should be seven words used here') - 7 - - Functionality: Takes a list of words, and runs two if functions through each word. - The if functions check to see if the word appears before the index and after the index value. - If it doesn't then it adds one to the counter. - - """ - cleanlist = cleanuplist(s) - counter = 0 - index = 1 - while index < len(cleanlist) + 1: - if cleanlist[index - 1] not in cleanlist[index:]: - if cleanlist[index - 1] not in cleanlist[:index - 1]: - counter = counter + 1 - index = index + 1 - return counter - -def dictionaryofprefixes(s): - """ Returns a dictionary with a list of words in the text as keys - and empty list as values. Will be used as a prefix index for suffixdictionary function. - Does not repeat words - - >>> dictionaryofprefixes('This This This is another doctring test') - {'this': [], 'is': [], 'another': [], 'doctring': [], 'test': []} - >>> dictionaryofprefixes('More docstring tests') - {'more': [], 'docstring': [], 'tests': []} - - Functionality: Just returns each word as keys with empty values. - """ - cleanlist = cleanuplist(s) - d = {} - for words in cleanlist: - if words not in d: - d[words] = [] - return d - - - -def suffixdictionary(s): - """ Takes the premade dictionary key index and starts appending - suffixes to the list of values for each key - - >>> suffixdictionary('This cat is this cars best friend. This docstring is this assignments') - {'this': ['cat', 'cars', 'docstring', 'assignments'], 'cat': ['is'], 'is': ['this'], 'cars': ['best'], 'best': ['friend'], 'friend': ['this'], 'docstring': ['is'], 'assignments': []} - >>> suffixdictionary('Maybe if I create more docstrings, I will get a 5') - {'maybe': ['if'], 'if': ['i'], 'i': ['create', 'will'], 'create': ['more'], 'more': ['docstrings'], 'docstrings': ['i'], 'will': ['get'], 'get': ['a'], 'a': ['5'], '5': []} - """ - d = dictionaryofprefixes(s) - cleanlist = cleanuplist(s) - index = 0 - while index < len(cleanlist) - 1: - if cleanlist[index + 1] not in d[cleanlist[index]]: - d[cleanlist[index]].append(cleanlist[index + 1]) - index = index + 1 - return d - -#print(suffixes('This is a practice for a dictionary prefixes example so a cat can compute this program!!!')) - - -def sentencegenerator(text,startword,length = 10): - """ Takes a sentence generator that only takes one prefix - and generates a random suffix from the dictionary and creates - a setence of values - - >>> sentencegenerator(Christmas,'the',20) - 'the lock "ill give him as heartily sorry he wrote the foundations ein or using his steps towards you" returned the' - Functionality: Starts with a word, and goes through the created prefix-suffix dictionary - and randomly selects a element in that value list. - """ - random.seed(1) - #randomseed value for doctest, comment out to actually have the function run - d = suffixdictionary(text) - sentence = [startword] - index = 0 - while index < length: - sentence.append(random.choice(d[sentence[index]])) - index = index + 1 - return ' '.join(sentence) - -"""Results of sentence generator - -print(sentencegenerator((Christmas),'the',20)) -Results1: the shop but to express the upper portion of tank his feet observable beneath the habit with my dears god bless -Results2: the children in too well in carriages and lying down for" muttered with christmas past relenting" said so irresistibly contagious as -Results3: the burialplace of chestnuts on cornhill at midnight hark the quick wheels of addressing mr scrooges keyhole and tender and his -""" - -if __name__ == "__main__": - import doctest - doctest.testmod(verbose=False) From 64b5de0e4b176c1d818d34f9cd45e581e9bc7d61 Mon Sep 17 00:00:00 2001 From: jwen2 <31702182+jwen2@users.noreply.github.com> Date: Tue, 17 Oct 2017 23:56:42 -0400 Subject: [PATCH 4/4] Add files via upload --- TextMiningV2.py | 194 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 194 insertions(+) create mode 100644 TextMiningV2.py diff --git a/TextMiningV2.py b/TextMiningV2.py new file mode 100644 index 0000000..9939e67 --- /dev/null +++ b/TextMiningV2.py @@ -0,0 +1,194 @@ +""" +John Wen - Text Mining assignment + +""" + +import requests +#requests used to obtain text from urls. +import random +#random function used to generate sentences based on prefix-suffix + +def gettext(url): + """takes a url and returns the url as a long string""" + return requests.get(url).text + +"""Top 5 Charles Dickens Books as Text Files""" + +Christmas = gettext('http://www.gutenberg.org/cache/epub/46/pg46.txt') +OliverTwist = gettext('http://www.gutenberg.org/ebooks/730.txt.utf-8') +DavidCopperfield = gettext('http://www.gutenberg.org/files/766/766-0.txt') +GreatExpectations = gettext('http://www.gutenberg.org/files/1400/1400-0.txt') +ATaleofTwoCities = gettext('http://www.gutenberg.org/files/98/98-0.txt') + +def cleanuplist(textlist): + """ takes a text as a string and returns a list of words + without any of the symbols and lowercased + + >>> cleanuplist('This project is so hard!') + ['this', 'project', 'is', 'so', 'hard'] + >>> cleanuplist('I need, a bunch, of !? doctest?') + ['i', 'need', 'a', 'bunch', 'of', 'doctest'] + + Functionality: iteratively go through the words in the list and if they are in the symbols + it would replace the symbol with a space + """ + cleanedlist = [] + textlist = textlist.lower().split() + for word in textlist: + symbols = "-_=+[}{]:;?/.>, 0: + cleanedlist.append(word) + return cleanedlist + +def wordcounter(text): + """ counts the text after it's cleaned up, ignoring symbols, + by parsing through a list + + >>> wordcounter('This This This is is Another Docstring Test Test Is!!!!!!!!!') + {'this': 3, 'is': 3, 'another': 1, 'docstring': 1, 'test': 2} + >>> wordcounter('Test Test and way more test') + {'test': 3, 'and': 1, 'way': 1, 'more': 1} + + Functionality: goes through the dictionary and uses the get function to change the values of each key + """ + cleanlist = cleanuplist(text) + d = dict() + for words in cleanlist: + d[words] = d.get(words,0) + 1 + return d + + +def highestfreqword(d): + """ returns the highest value in the dictionary as a tuple pair + + >>> highestfreqword({'the': 5, 'apple': 2, 'is' : 3, 'large' : 15}) + ('large', 15) + >>> highestfreqword({'the': 5, 'apple': 8, 'is' : 3, 'large' : 2}) + ('apple', 8) + + Functionality: Breaks down the dictionary down into lists of keys and values and + picks the highest value and maps that index back to the key. + """ + v=list(d.values()) + k=list(d.keys()) + return k[v.index(max(v))], d[k[v.index(max(v))]] + + +def topNvalues(d,n): + """ returns the top N values of the text as tuples in a list + + >>> topNvalues({'the': 5, 'apple': 2, 'is' : 3, 'large' : 15}, 2) + [('large', 15), ('the', 5)] + >>> topNvalues({'cars': 51, 'bananas': 252, 'pies' : 33, 'bread' : 153}, 3) + [('bananas', 252), ('bread', 153), ('cars', 51)] + + Functionality: Runs the highestfreqword function N times while popping out the + selected value after each trial. + + """ + newdictionary = d + listoftups = [] + while n > 0: + listoftups.append(highestfreqword(newdictionary)) + newdictionary.pop(highestfreqword(newdictionary)[0]) + n = n - 1 + #runs through the function and adds the highest value tuple to the list and then + #pops it from the original dictionary + return listoftups + +def uniquewordsused(s): + """ returns the number of unique words in the string + this function takes a lot of computational power LIKE A LOT + + >>> uniquewordsused('There should be six words used') + 6 + >>> uniquewordsused('There should be seven words used here') + 7 + + Functionality: Takes a list of words, and runs two if functions through each word. + The if functions check to see if the word appears before the index and after the index value. + If it doesn't then it adds one to the counter. + + """ + cleanlist = cleanuplist(s) + counter = 0 + index = 1 + while index < len(cleanlist) + 1: + if cleanlist[index - 1] not in cleanlist[index:]: + if cleanlist[index - 1] not in cleanlist[:index - 1]: + counter = counter + 1 + index = index + 1 + return counter + +def dictionaryofprefixes(s): + """ Returns a dictionary with a list of words in the text as keys + and empty list as values. Will be used as a prefix index for suffixdictionary function. + Does not repeat words + + >>> dictionaryofprefixes('This This This is another doctring test') + {'this': [], 'is': [], 'another': [], 'doctring': [], 'test': []} + >>> dictionaryofprefixes('More docstring tests') + {'more': [], 'docstring': [], 'tests': []} + + Functionality: Just returns each word as keys with empty values. + """ + cleanlist = cleanuplist(s) + d = {} + for words in cleanlist: + if words not in d: + d[words] = [] + return d + + + +def suffixdictionary(s): + """ Takes the premade dictionary key index and starts appending + suffixes to the list of values for each key + + >>> suffixdictionary('This cat is this cars best friend. This docstring is this assignments') + {'this': ['cat', 'cars', 'docstring', 'assignments'], 'cat': ['is'], 'is': ['this'], 'cars': ['best'], 'best': ['friend'], 'friend': ['this'], 'docstring': ['is'], 'assignments': []} + >>> suffixdictionary('Maybe if I create more docstrings, I will get a 5') + {'maybe': ['if'], 'if': ['i'], 'i': ['create', 'will'], 'create': ['more'], 'more': ['docstrings'], 'docstrings': ['i'], 'will': ['get'], 'get': ['a'], 'a': ['5'], '5': []} + """ + d = dictionaryofprefixes(s) + cleanlist = cleanuplist(s) + index = 0 + while index < len(cleanlist) - 1: + if cleanlist[index + 1] not in d[cleanlist[index]]: + d[cleanlist[index]].append(cleanlist[index + 1]) + index = index + 1 + return d + +def sentencegenerator(text,startword,length = 10): + """ Takes a sentence generator that only takes one prefix + and generates a random suffix from the dictionary and creates + a setence of values + + >>> sentencegenerator(Christmas,'the',20) + 'the lock "ill give him as heartily sorry he wrote the foundations ein or using his steps towards you" returned the' + Functionality: Starts with a word, and goes through the created prefix-suffix dictionary + and randomly selects a element in that value list. + """ + random.seed(1) + #randomseed value for doctest, comment out to actually have the function run + d = suffixdictionary(text) + sentence = [startword] + index = 0 + while index < length: + sentence.append(random.choice(d[sentence[index]])) + index = index + 1 + return ' '.join(sentence) + +"""Results of sentence generator + +print(sentencegenerator((Christmas),'the',20)) +Results1: the shop but to express the upper portion of tank his feet observable beneath the habit with my dears god bless +Results2: the children in too well in carriages and lying down for" muttered with christmas past relenting" said so irresistibly contagious as +Results3: the burialplace of chestnuts on cornhill at midnight hark the quick wheels of addressing mr scrooges keyhole and tender and his +""" + +if __name__ == "__main__": + import doctest + doctest.testmod(verbose=False)