Generator random words python

How to get started with this library?

from RandomWordGenerator import RandomWord rw = RandomWord(max_word_size=5) print(rw.generate()) 

Output will be some random word like > hdsjq 

from RandomWordGenerator import RandomWord rw = RandomWord(max_word_size=5, constant_word_size=False) print(rw.generate()) 

Output will be some random word like > gw 

from RandomWordGenerator import RandomWord rw = RandomWord(max_word_size=5, constant_word_size=True, special_chars=r"@#$%.*", include_special_chars=True) print(rw.generate()) 

Output will be some random word like > gsd$ 

from RandomWordGenerator import RandomWord rw = RandomWord(max_word_size=5, constant_word_size=False) print(rw.getList(num_of_random_words=3)) 

Output will be some random word like > ['adjse', 'qytqw', ' klsdf', 'ywete', 'klljs'] 

Application

• In cases where we need to add random noise in text
• Text Data Augmentation based tasks
• Can be used to generate random tokens for some particular application like authorization code
• In Automatic Password Suggestion system

I will be happy to connect with you guys!!

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Any suggestions are most welcome.

About

This library helps you to create random words i.e noise in text data. Helpful in many tasks like the generation of random authorization token generation of constant or variable length, text data augmentation, etc.

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Generator random words python

Last updated: Feb 22, 2023
Reading time · 4 min

# Table of Contents

# Generate random words in Python

To generate a random word from the file system:

1. Open a file in reading mode.
2. Use the str.splitlines() or str.split() method to split the contents of the file into a list.
3. Use the random.choice() method to pick as many random words from the list as necessary.

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import random def get_list_of_words(path): with open(path, 'r', encoding='utf-8') as f: return f.read().splitlines() words = get_list_of_words('/usr/share/dict/words') print(words) random_word = random.choice(words) print(random_word) # 👉️ sales 

If you'd rather generate random words from a remote database (HTTP request), click on the following subheading:

The code sample generates random words from a file on the local file system.

If you are on Linux or macOS, you can use the /usr/share/dict/words/ file.

If you are on Windows, you can use this MIT word list.

Open the link, right-click on the page and click "Save as", then save the .txt file right next to your Python script.

We used the with statement to open the file in reading mode.

The statement automatically takes care of closing the file for us.

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import random import requests def get_list_of_words(path): with open(path, 'r', encoding='utf-8') as f: return f.read().splitlines() words = get_list_of_words('/usr/share/dict/words') print(words) random_word = random.choice(words) print(random_word) # 👉️ sales 

Make sure to update the path if you aren't on macOS or Linux.

We used the file.read() method to read the contents of the file into a string.

# Splitting by newlines or splitting by spaces

The str.splitlines method splits the string on newline characters and returns a list containing the lines in the string.

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multiline_str = """\ bobby hadz com""" lines = multiline_str.splitlines() print(lines) # 👉️ ['bobby', 'hadz', 'com'] 

If the words in your file are separated by spaces, use the str.split() method instead.

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string = "bobby hadz . com" lines = string.split() print(lines) # 👉️ ['bobby', 'hadz', '.', 'com'] 

The str.split() method splits the string into a list of substrings using a delimiter.

When no separator is passed to the str.split() method, it splits the input string on one or more whitespace characters.

# Picking a random word from the list

If you need to pick a random word from the list, use the random.choice() method.

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import random def get_list_of_words(path): with open(path, 'r', encoding='utf-8') as f: return f.read().splitlines() words = get_list_of_words('/usr/share/dict/words') print(words) random_word = random.choice(words) print(random_word) # 👉️ unbreakable 

The random.choice method takes a sequence and returns a random element from the non-empty sequence.

# Picking N random words from the list

If you need to pick N random words from the list, use a list comprehension.

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import random def get_list_of_words(path): with open(path, 'r', encoding='utf-8') as f: return f.read().splitlines() words = get_list_of_words('/usr/share/dict/words') print(words) n_random_words = [ random.choice(words) for _ in range(3) ] # 👇️ ['computers', 'praiseworthiness', 'shareholders'] print(n_random_words) 

We used a list comprehension to iterate over a range object.

List comprehensions are used to perform some operation for every element or select a subset of elements that meet a condition.

The range class is commonly used for looping a specific number of times.

On each iteration, we call the random.choice() method to pick a random word and return the result.

# Generate random words from a remote database (HTTP request)

To generate random words from a remote database:

1. Make an HTTP request to a database that stores a word list.
2. Use the random.choice() method to pick a random word from the list.
3. Optionally, use a list comprehension to pick N random words from the list.

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import random import requests def get_list_of_words(): response = requests.get( 'https://www.mit.edu/~ecprice/wordlist.10000', timeout=10 ) string_of_words = response.content.decode('utf-8') list_of_words = string_of_words.splitlines() return list_of_words words = get_list_of_words() print(words) random_word = random.choice(words) print(random_word) # 👉️ zoo 

If you don't have the requests module installed, install it by running the following command.

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# 👇️ in a virtual environment or using Python 2 pip install requests # 👇️ for python 3 (could also be pip3.10 depending on your version) pip3 install requests 

You can open the MIT word list in your browser to view the contents.

The list contains 10,000 words with each word on a separate line.

We used the bytes.decode() method to convert the bytes object to a string.

The bytes.decode method returns a string decoded from the given bytes. The default encoding is utf-8 .

The words are on separate lines, so we used the str.splitlines() method to split the string into a list of words.

If your database responds with a long string containing space-separated words, use the str.split() method instead.

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string = "bobby hadz . com" lines = string.split() print(lines) # 👉️ ['bobby', 'hadz', '.', 'com'] 

# Picking a random word from the list

If you need to pick a random word from the list, use the random.choice() method.

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import random import requests def get_list_of_words(): response = requests.get( 'https://www.mit.edu/~ecprice/wordlist.10000', timeout=10 ) string_of_words = response.content.decode('utf-8') list_of_words = string_of_words.splitlines() return list_of_words words = get_list_of_words() print(words) random_word = random.choice(words) print(random_word) # 👉️ global 

# Picking N random words from the list

If you need to pick N random words from the list, use a list comprehension.

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import random import requests def get_list_of_words(): response = requests.get( 'https://www.mit.edu/~ecprice/wordlist.10000', timeout=10 ) string_of_words = response.content.decode('utf-8') list_of_words = string_of_words.splitlines() return list_of_words words = get_list_of_words() print(words) n_random_words = [ random.choice(words) for _ in range(3) ] # 👇️ ['clerk', 'trust', 'tr'] print(n_random_words) 

The list comprehension iterates over a range object of length N and calls the random.choice() method to pick a random word on each iteration.

# Additional Resources

You can learn more about the related topics by checking out the following tutorials:

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Random Word Generator

Which other python packages are needed to be installed?

What this library does?

It helps us to generate random words i.e random noise in text data which is helpful in many text augmentation based tasks, NER, etc.

Which methods are available currently in this library?

Setting to look out before generating random words

Basic

from RandomWordGenerator import RandomWord # Creating a random word object rw = RandomWord(max_word_size, constant_word_size=True, include_digits=False, special_chars=r"@_!#$%^&*()<>?/\|> 

from RandomWordGenerator import RandomWord rw = RandomWord(max_word_size=5) print(rw.generate()) 

Output will be some random word like > hdsjq 

from RandomWordGenerator import RandomWord rw = RandomWord(max_word_size=5, constant_word_size=False) print(rw.generate()) 

Output will be some random word like > gw 

from RandomWordGenerator import RandomWord rw = RandomWord(max_word_size=5, constant_word_size=True, special_chars=r"@#$%.*", include_special_chars=True) print(rw.generate()) 

Output will be some random word like > gsd$ 

from RandomWordGenerator import RandomWord rw = RandomWord(max_word_size=5, constant_word_size=False) print(rw.getList(num_of_random_words=3)) 

Output will be some random word like > ['adjse', 'qytqw', ' klsdf', 'ywete', 'klljs']