fast_mutiple.py File Reference

Mail Processing Code. More...

Functions
def	fast_mutiple.multiple (mail_dir)
	Method to predict results for all mails individually. More...
def	fast_mutiple.predict (mail_file)
	Method to predict result of a single mail. More...
def	fast_mutiple.mail_features (mail)
	Method to find features of a single mail. More...
def	fast_mutiple.preprocessor (mail)
	Method to pre-process the mails. More...
def	fast_mutiple.find_payload (mail_body, all_words)
	Method to recursively find single part payloads. More...
def	fast_mutiple.split_payload (payload, all_words)
	Method to split the large payloads into smaller chunks. More...
def	fast_mutiple.get_words_plain (content, all_words)
	Method to get words out of plain text content. More...
def	fast_mutiple.get_words_html (content, all_words)
	Method to get words out of html content. More...

Variables
	fast_mutiple.nlp = spacy.load("en_core_web_sm")
	fast_mutiple.stopWords = spacy.lang.en.stop_words.STOP_WORDS
	fast_mutiple.dictionary = json.load(dic)
int	fast_mutiple.dic_size = 3000
	fast_mutiple.ml_model = pickle.load(open('spamfilter.sav', 'rb'))
	fast_mutiple.directory = sys.argv[1]

Detailed Description

Mail Processing Code.

This code loads the modules and process all files at once.

Author

Sudhanshu Dubey

Version

1.0

Date

25/6/2019 \params directory The directory containing all the mails to be classified.

Bug:

No known bugs

Function Documentation

find_payload()

def fast_mutiple.find_payload	(		mail_body,
			all_words
	)

Method to recursively find single part payloads.

Parameters

mail_body	The complete mail body
all_words	List of all words in the mail

Returns

Nothing

get_words_html()

def fast_mutiple.get_words_html	(		content,
			all_words
	)

Method to get words out of html content.

Parameters

content	The html content
all_words	List of all words in the mail

Returns

Nothing

get_words_plain()

def fast_mutiple.get_words_plain	(		content,
			all_words
	)

Method to get words out of plain text content.

Parameters

content	Plain text content
all_words	List of all words in the mail

Returns

Nothing

mail_features()

def fast_mutiple.mail_features

(

mail

)

Method to find features of a single mail.

Parameters

mail	The address of mail

Returns

features_matrix: The features of a single mail

multiple()

def fast_mutiple.multiple

(

mail_dir

)

Method to predict results for all mails individually.

Parameters

mail_dir

The directory containing mails

Returns

Nothing

predict()

def fast_mutiple.predict

(

mail_file

)

Method to predict result of a single mail.

Parameters

mail_file

The address of mail

Returns

result: The result of a mail in binary

preprocessor()

def fast_mutiple.preprocessor

(

mail

)

Method to pre-process the mails.

Parameters

mail	The address of mail

Returns

all_words: List of all words in mail

split_payload()

def fast_mutiple.split_payload	(		payload,
			all_words
	)

Method to split the large payloads into smaller chunks.

Parameters

payload	The complete payload
all_words	List of all words in the mail

Returns

Nothing