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Vendor cliffordvickrey
Package malarkey
Short Description Generates nonsensical but realistic-sounding text using a Markov chain algorithm
License MIT
Homepage https://www.cliffordvickrey.com/malarkey/

Keywords markov chain text generator

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Informations about the package malarkey

cliffordvickrey/malarkey

See this library in action at https://www.cliffordvickrey.com/malarkey/

This package generates nonsensical but realistic-sounding text (malarkey!) using a simple Markov chain algorithm.

In a Markov chain system, all possible states are determined by previous states. In the context of text, it models the transition from one state ("hello") to a future state ("world!") using a set of fixed probabilities.

A Markov chain generator takes text and, for all sequences of words, models the likelihoods of the next word in the sequence. ("world!" might have a 75% chance of following "Hello," and "Nurse!" might have a 25% chance). It is straightforward to visit the chain and, following these probabilities, emit gibberish that mimics human writing.

For any given word, it is possible to "look behind" any number of words to determine how likely the word is to be the next in the sequence. The more words the text generator looks behind, the less random and more human-seeming will be the output.

Requirements

PHP 7.1 or higher

Installation

Run the following to install this library:

Usage

Command line text generation utilities are also available. For help, run this in your project folder:

ChainGenerator

@generateChain

Generates a Markov chain from source text.

Returns: ChainInterface

Arguments:

text (string): The source text
lookBehind (int): The number of words to look behind when determining the next state of the Markov chain. The higher the number, the more coherent will be the randomly-generated text. Defaults to 2

The returned chain object implements Serializable and JsonSerializable for persistence and portability purposes.

@getLastGeneratedChunkCount

Returns the paragraph count of the text previously passed to generateChain, or NULL if no chain has been generated.

@getLastGeneratedWord

Returns the word count of the text previously passed to generateChain, or NULL if no chain has been generated.

TextGenerator

@generateText

Visits a Markov chain and returns randomly generated text.

Returns: string

Arguments:

chain (ChainInterface): The object representation of a Markov Chain
options (mixed): Either an instance of TextGeneratorOptionsInterface, an associative array of options, or NULL for defaults.

Valid options (none are required):

chunkSeparator (string): "Glue" to concatenate chunks emitted by the text generator. Defaults to two newlines
maxChunks (int): Maximum number of chunks (paragraphs separated by line breaks) to generate. If no maxChunks, maxSentences, or maxWords provided, the generator will emit one chunk
maxSentences (int): Maximum number of sentences to generate. Defaults to NULL
maxWords (int): Maximum number of words to generator. Defaults to NULL
wordSeparator (string): "Glue" to concatenate words emitted by the text generator. Defaults to " "

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Version 0.4.0 Release 07. Mar 2020
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