def getEmail():
user = "******"
pwd = "wikitrocks"
# connecting to the gmail imap server
m = imaplib.IMAP4_SSL("imap.gmail.com")
m.login(user, pwd)
# m.select("[Gmail]/INBOX") # here you a can choose a mail box like INBOX instead
# m.select("[Gmail]/All Mail")
m.select("inbox")
# use m.list() to get all the mailboxes
resp, items = m.search(None,
"UNSEEN") # you could filter using the IMAP rules here (check http://www.example-code.com/csharp/imap-search-critera.asp)
items = items[0].split()
if len(items) == 0:
return
# Get last email
text = ""
resp, data = m.fetch(items[-1],
"(RFC822)") # fetching the mail, "`(RFC822)`" means "get the whole stuff", but you can ask for headers only, etc
raw_email = data[0][1] # getting the mail content
# mail = email.message_from_string(email_body) # parsing the mail content to get a mail object
m.close()
m.logout()
text = raw_email
# with io.open("file", "+w") as file:
# file.write(email.message_from_bytes(raw_email))
# return
#
# Parse email
parser = MailParser(text)
results = parser.parse_thread()
question = results.question
print(results.json())
# Run NLP
keywords = nlp.keywords_from_text(question.content)
messages = nlp.compute_tf_idf(question, results.messages)
results.messages = messages
es.store_thread(results)
print("All saved");
def result_email(file_name):
with io.open(file_name) as file:
text = file.read()
parser = MailParser(text)
results = parser.parse_thread()
question = results.question
keywords = nlp.keywords_from_text(question.content)
messages = nlp.compute_tf_idf(question, results.messages)
results.messages = messages
# print(results)
# es.store_articles([question] + messages
es.store_thread(results)
for m in messages:
print(jsonpickle.encode(m))
def parse_messages(self, message):
emails = [e.strip() for e in re.split(r'On.+wrote:|From:.+', message) if
"Begin forwarded message:" not in e.strip() and "Forwarded message" not in e]
froms = re.findall(r'On.+wrote:|From:.+', message)
froms = froms
messages = []
for i in range(0, len(emails)):
message = Message()
meta = self.parse_meta_v3(froms[i] + "\n" + emails[i])
# print(message.content)
# print("+++++++++++++++++++++++++++++++++")
if meta is not None:
message.sender_name = meta["name"]
message.sender_address = meta["email"]
message.time = meta["time"]
messages.append(message)
lines = emails[i].splitlines()
email = []
for line in lines:
if line.strip() == "":
continue
if line.startswith(('From', 'To', 'Sent', 'Date', 'Subject', 'Cc', 'Received')):
# print(line)
email = []
# elif line.strip().lower() == message.sender_name.lower() or line.strip().lower() == message.sender_name.split()[0].lower():
elif line.strip().lower() in message.sender_name.lower():
email.append(line)
break
else:
email.append(line)
# message.content = re.sub(r'(From|To|Sent|Date|Subject|Cc|Received):.+', '', emails[i], re.MULTILINE).strip()
message.content = "\n".join(email)
message.keywords = nlp.keywords_from_text(message.content)
messages.reverse()
return messages