Structure

Multithreaded 2-gram fake Trump tweets generator.

tweets

Folder containing text files in the format "part_N.txt".
(Where 'N' is a positive integer)

main.oz

The parameters are:

Parameter	Default	Description
FilesNumber	208	The number of files in the "part_X.txt" format
ThreadsNumber	16	The number of threads in the threadpool

There are as many jobs as there are files. A job represents an active thread within the threadpool.

Each job contains:

• 1 thread dedicated to reading reader
• 1 thread for parsing parser

The stream generated by the 1st thread is used as input by the 2nd thread.

Reader.oz

Module allowing to read the content of a file.

Parser.oz

Module allowing the line by line parsing of a file. These lines are then split into words.
These words are then combined to form sentences. Each word, of each sentence, is finally sent to the prediction dictionary.

The parameters are:

Parameter	Default	Description
BreakList	. : - ( ) [ ] { } , '! ?	The end characters of the sentence
ToRemove	TBD	Not used

PredictionDictionary.oz

Module for saving words related to one (1) or two (2) words.

• (1) prediction based on a 1-gram structure The dictionary key is composed of one word.

• (2) prediction based on a 2-gram structure The dictionary key is composed of two words.

The keys are linked to a prediction dictionary.

• The key -> a word
• The value -> a number of occurrences

GUI.oz

Allows the user to insert a word that will be used as a basis for prediction.
Buttons are generated to allow the user to choose a prediction based the last word (1-gram) or the last 2 words (2-gram). At any time the user can create a new sentence by clicking on "NEXT".