init learning cats
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3
storage/__init__.py
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3
storage/__init__.py
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from database import db_session, init_db
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from mail_model import Mail
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from thread_model import MailThread
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23
storage/database.py
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23
storage/database.py
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from sqlalchemy import create_engine
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from sqlalchemy.orm import scoped_session, sessionmaker
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from sqlalchemy.ext.declarative import declarative_base
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from config import Config
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from database_mbase import MyBase
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import os
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f=file('config.cfg')
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cfg=Config(f)
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if cfg.get("db_main_type") == "mysql":
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engine = create_engine("mysql+pymysql://%s:%s@localhost/crawler_articles?charset=utf8" % (cfg.get("db_main_user"), cfg.get("db_main_pw")))
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else:
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engine = create_engine('sqlite:///'+ os.path.join(cfg.db_path,cfg.db_mainfile), convert_unicode=True)
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db_session = scoped_session(sessionmaker(autocommit=False,# autoflush=False,
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bind=engine))
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Base=declarative_base(cls=MyBase)
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def init_db():
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import models
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Base.metadata.create_all(bind=engine)
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67
storage/database_mbase.py
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67
storage/database_mbase.py
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from sqlalchemy import Column, Integer, String, Boolean, DateTime, Text, ForeignKey, Index, TIMESTAMP
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from datetime import datetime
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class MyBase(object):
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id = Column(Integer, primary_key=True)
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created_at = Column(TIMESTAMP, default=datetime.utcnow, nullable=False)
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updated_at = Column(TIMESTAMP, default=datetime.utcnow, onupdate=datetime.utcnow, nullable=False)
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def __json__(self):
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if self.__jsonattrs__ is None:
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return self.__schema__().dump(self)[0]
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else:
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return self.__schema__(only=self.__jsonattrs__).dump(self)[0]
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# def __init__(self, data={}):
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# self.update(data,False)
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def update(self,data, partial=True):
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data, errors=self.__schema__( only=self.__whiteattrs__).load(data, partial=partial)
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if len(errors)>0:
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print errors
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return (False,errors)
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else:
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for a in self.__whiteattrs__:
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if data.has_key(a):
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setattr(self,a,data[a])
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return (True, [])
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@classmethod
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def deserialize(cls,data):
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data, errors=cls.__schema__().load(data,partial=True)
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a=cls()
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for c in cls.__table__.columns:
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if data.has_key(c.key):
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setattr(a, c.key,data[c.key])
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return a
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class MyBase2(object):
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id = Column(Integer, primary_key=True)
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# created_at = Column(TIMESTAMP, default=datetime.utcnow, nullable=False)
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# updated_at = Column(TIMESTAMP, default=datetime.utcnow, onupdate=datetime.utcnow, nullable=False)
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def __json__(self):
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if self.__jsonattrs__ is None:
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return self.__schema__().dump(self)[0]
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else:
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return self.__schema__(only=self.__jsonattrs__).dump(self)[0]
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# def __init__(self, data={}):
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# self.update(data,False)
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def update(self,data, partial=True):
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data, errors=self.__schema__( only=self.__whiteattrs__).load(data, partial=partial)
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if len(errors)>0:
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print errors
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return (False,errors)
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else:
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for a in self.__whiteattrs__:
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if data.has_key(a):
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setattr(self,a,data[a])
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return (True, [])
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@classmethod
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def deserialize(cls,data):
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data, errors=cls.__schema__().load(data,partial=True)
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a=cls()
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for c in cls.__table__.columns:
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if data.has_key(c.key):
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setattr(a, c.key,data[c.key])
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return a
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37
storage/fetch_mail.py
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37
storage/fetch_mail.py
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import imapclient
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from datetime import date
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from config import Config
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f=file('config.cfg')
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cfg=Config(f)
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server = imapclient.IMAPClient(cfg.host, use_uid=True, ssl=True)
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server.login(cfg.user, cfg.password)
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server.select_folder('INBOX')
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def fetch_mail(myid):
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m=server.fetch([myid],['ENVELOPE','RFC822'])
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m=m[myid]
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m["id"]=myid
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return m
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def fetch_thread(tp):
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return tp
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def fetch_threads():
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src=server.thread(criteria=[b'SUBJECT', b'service', b'SINCE', date(2017,07,01)])
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#, b'BEFORE', date(2017,08,01)
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return src
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def flatten_threads(thrds, array=[], level=0):
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if level > 0:
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for t in thrds:
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if type(t) is tuple:
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array = array + (flatten_threads(t,[],1))
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else:
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array.append(t)
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else:
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for t in thrds:
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array.append(flatten_threads(t,[],1))
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return array
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126
storage/mail_model.py
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126
storage/mail_model.py
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from sqlalchemy import Column, Integer, String, Boolean, DateTime, Text, ForeignKey, Unicode
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from sqlalchemy.orm import relationship
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from datetime import datetime
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from database import Base
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from database import db_session
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from email.header import decode_header
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from marshmallow import Schema, fields, post_load
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import yaml
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import email
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from fetch_mail import fetch_mail
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import bs4
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class FullMailSchema(Schema):
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id=fields.Integer()
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text=fields.String()
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body=fields.String()
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envelope=fields.String()
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class Mail(Base):
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__tablename__ = 'mails'
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id = Column(Integer, primary_key=True)
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date = Column(DateTime)
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envelope = Column(Text)
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body = Column(Text)
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text = Column(Text)
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from_ = Column(Text)
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from_mailbox=Column(String)
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from_host=Column(String)
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to_ = Column(Text)
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to_mailbox = Column(Text)
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to_host=Column(String)
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subject = Column(Text)
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__schema__=FullMailSchema
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__jsonid__='mail'
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__whiteattrs__= ["text", "envelope"]
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__jsonattrs__=None
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@classmethod
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def fetch_mail(self,mid):
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m=fetch_mail(mid)
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mm=Mail()
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mm.envelope=yaml.dump(m['ENVELOPE'])
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em=email.message_from_string(m['RFC822'])
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if type(em.get_payload()) is list:
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pt=[]
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for p in em.walk():
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if p.get_content_maintype() == "text":
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pt.append(p)
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em.set_payload(pt)
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mm.body=yaml.dump(str(em))
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mm.id=m['id']
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db_session.add(mm)
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db_session.commit()
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return mm
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def get_email(self):
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em=email.message_from_string(yaml.load(self.body))
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return em
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def compile_envelope(self):
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env=yaml.load(self.envelope)
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hd=decode_header(env.subject)
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hd2=[]
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for h in hd:
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if not h[1] is None:
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hd2.append(h[0].decode(h[1]))
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# print h[0].decode(h[1])
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else:
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hd2.append(h[0])
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self.subject=yaml.dump(hd2)
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to_array=[]
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from_array=[]
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# print "Status"
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# print env
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if env.to is None:
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print self.id
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else:
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for t in env.to:
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a={"host": t.host, "mail": t.mailbox}
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to_array.append(a)
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self.to_=yaml.dump(to_array)
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for t in env.from_:
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a={"host": t.host, "mail": t.mailbox}
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from_array.append(a)
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self.to_=yaml.dump(to_array)
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self.from_=yaml.dump(from_array)
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return None
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def dict_envelope(self):
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d={}
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i=0
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for p in yaml.load(self.subject):
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if p is not None:
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d["subject_"+str(i)]=p
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i=i+1
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i=0
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for p in yaml.load(self.to_):
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if p["host"] is not None:
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d["to_host_"+str(i)]=p["host"]
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if p["mail"] is not None:
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d["to_mailbox_"+str(i)]=p["mail"]
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i=i+1
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i=0
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for p in yaml.load(self.from_):
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if p["host"] is not None:
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d["from_host_"+str(i)]=p["host"]
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if p["mail"] is not None:
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d["from_mailbox_"+str(i)]=p["mail"]
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i=i+1
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return d
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def compile_text(self):
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for p in self.get_email().walk():
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if p.get_content_maintype()=="text":
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pl=p.get_payload(decode=True)
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# print pl
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# print p.get_content_type()
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if p.get_content_subtype()=="html":
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b4=bs4.BeautifulSoup(pl,"html.parser")
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self.text= yaml.dump(b4.get_text())
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else:
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self.text =yaml.dump( pl)
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2
storage/models.py
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2
storage/models.py
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from mail_model import Mail
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from thread_model import MailThread
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93
storage/thread_model.py
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93
storage/thread_model.py
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@@ -0,0 +1,93 @@
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from sqlalchemy import Column, Integer, String, Boolean, DateTime, Text, ForeignKey, Unicode
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from sqlalchemy.orm import relationship
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from datetime import datetime
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from database import Base
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from database import db_session
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from email.header import decode_header
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from marshmallow import Schema, fields, post_load
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import yaml
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import email
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from mail_model import Mail
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#from fetch_mail import fetch_mail
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class FullThreadSchema(Schema):
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id=fields.Integer()
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text=fields.String()
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body=fields.String()
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envelope=fields.String()
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class MailThread(Base):
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__tablename__ = 'threads'
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id = Column(Integer, primary_key=True)
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firstmail = Column(Integer)
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islabeled = Column(Boolean)
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opened = Column(Boolean)
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body = Column(Text)
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__schema__=FullThreadSchema
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__jsonid__='thread'
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__whiteattrs__= ["body"]
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__jsonattrs__=None
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def bdy(self):
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return yaml.load(self.body)
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def to_text(self):
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mmm=self.mails()
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txt=""
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for m in mmm:
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m.compile_envelope()
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txt=txt+"mail: \n"
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for f in yaml.load(m.from_):
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txt=txt+f["mail"]+"@"+f["host"]
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txt=txt+" --- "
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txt=txt+" ".join(yaml.load(m.subject))
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txt=txt+"\n"
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return txt
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def mails(self):
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a=[]
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# print self.bdy()
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for m in self.bdy():
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mail=db_session.query(Mail).filter(Mail.id==int(m)).first()
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if mail is None:
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mail=Mail.fetch_mail(int(m))
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a.append(mail)
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return a
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def mail_dicts(self):
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a=[]
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# print "maildicts: "+ str(self.mails())
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for m in self.mails():
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m.compile_envelope()
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a.append(m.dict_envelope())
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return a
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def mail_flat_dict(self):
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a=[]
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d={}
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dc=self.mail_dicts()
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# print dc
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for i in range(0,len(dc)):
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for k, v in dc[i].iteritems():
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d["mail_"+str(i)+"_"+k]=v
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return d
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def subject(self):
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a=""
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for m in self.mails():
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m.compile_envelope()
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a=a + " ".join(yaml.load(m.subject))+"\n"
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return a
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def text(self):
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a=u""
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for m in self.mails():
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m.compile_text()
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t=yaml.load(m.text)
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if type(t) is unicode:
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txt=t
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else:
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# print "withintm:"+str(type(t))
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t=t.decode("ISO-8859-1")
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txt=t
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a=a+txt+"\n\n"
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return a
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