# Path: scan/settings.py
# DB_URL = 'sqlite:///scan.db'
# DEBUG = True
# ROOT_PATH = path(__file__).dirname()
# REPO_PATH = ROOT_PATH.dirname()
# ENV_ROOT = REPO_PATH.dirname()
# DATA_PATH = os.path.join(REPO_PATH, "data")
# TEST_DATA_PATH = os.path.join(DATA_PATH, "test")
# MODEL_PATH = os.path.join(DATA_PATH, "models")
# SECRET_KEY = "30y^$e7henbp@#_w+z9)o9f8tovjrhoq(%vw=%#*(1-1esrh!_"
# USERNAME = "test"
# EMAIL = "test@test.com"
# PASSWORD = "test"
# SQLALCHEMY_DATABASE_URI = DB_URL
# SECURITY_REGISTERABLE = True
# SECURITY_RECOVERABLE = True
# SECURITY_SEND_REGISTER_EMAIL = False
# SECURITY_PASSWORD_HASH = "bcrypt"
# SECURITY_PASSWORD_SALT = SECRET_KEY
# BROKER_TRANSPORT_OPTIONS = {'visibility_timeout': 3600}
# BROKER_URL = 'redis://localhost:6379/3'
# CELERY_RESULT_BACKEND = 'redis://localhost:6379/3'
# CELERY_IMPORTS = ('core.tasks.tasks',)
# CACHE_TYPE = 'redis'
# CACHE_REDIS_URL = 'redis://localhost:6379/4'
# CACHE_REDIS_DB = 4
# MAX_FEATURES = 500
# MODEL_VERSION = 1


import os
import random
import pickle
import logging
from collections import defaultdict
from scan import settings
from external.tagger._perceptron import AveragedPerceptron
# -*- coding: utf-8 -*-
from __future__ import absolute_import


PICKLE_FILENAME = "trontagger-0.1.0.pickle"

class MissingCorpusException(Exception):
    pass

class PerceptronTagger(object):

    '''Greedy Averaged Perceptron tagger, as implemented by Matthew Honnibal.

    See more implementation details here:
        http://honnibal.wordpress.com/2013/09/11/a-good-part-of-speechpos-tagger-in-about-200-lines-of-python/

    :param load: Load the pickled model upon instantiation.
    '''

    START = ['-START-', '-START2-']
    END = ['-END-', '-END2-']

# Path: scan/settings.py
# DB_URL = 'sqlite:///scan.db'
# DEBUG = True
# ROOT_PATH = path(__file__).dirname()
# REPO_PATH = ROOT_PATH.dirname()
# ENV_ROOT = REPO_PATH.dirname()
# DATA_PATH = os.path.join(REPO_PATH, "data")
# TEST_DATA_PATH = os.path.join(DATA_PATH, "test")
# MODEL_PATH = os.path.join(DATA_PATH, "models")
# SECRET_KEY = "30y^$e7henbp@#_w+z9)o9f8tovjrhoq(%vw=%#*(1-1esrh!_"
# USERNAME = "test"
# EMAIL = "test@test.com"
# PASSWORD = "test"
# SQLALCHEMY_DATABASE_URI = DB_URL
# SECURITY_REGISTERABLE = True
# SECURITY_RECOVERABLE = True
# SECURITY_SEND_REGISTER_EMAIL = False
# SECURITY_PASSWORD_HASH = "bcrypt"
# SECURITY_PASSWORD_SALT = SECRET_KEY
# BROKER_TRANSPORT_OPTIONS = {'visibility_timeout': 3600}
# BROKER_URL = 'redis://localhost:6379/3'
# CELERY_RESULT_BACKEND = 'redis://localhost:6379/3'
# CELERY_IMPORTS = ('core.tasks.tasks',)
# CACHE_TYPE = 'redis'
# CACHE_REDIS_URL = 'redis://localhost:6379/4'
# CACHE_REDIS_DB = 4
# MAX_FEATURES = 500
# MODEL_VERSION = 1


# Path: external/tagger/taggers.py
import os
import random
import pickle
import logging
from collections import defaultdict
from scan import settings
from external.tagger._perceptron import AveragedPerceptron

# -*- coding: utf-8 -*-
from __future__ import absolute_import


PICKLE_FILENAME = "trontagger-0.1.0.pickle"

class MissingCorpusException(Exception):
    pass

class PerceptronTagger(object):

    '''Greedy Averaged Perceptron tagger, as implemented by Matthew Honnibal.

    See more implementation details here:
        http://honnibal.wordpress.com/2013/09/11/a-good-part-of-speechpos-tagger-in-about-200-lines-of-python/

    :param load: Load the pickled model upon instantiation.
    '''

    START = ['-START-', '-START2-']
    END = ['-END-', '-END2-']

    AP_MODEL_LOC = os.path.join(settings.DATA_PATH, PICKLE_FILENAME)