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schemas.py
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schemas.py
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from settings import cities_scope
import datetime
import copy
today = datetime.date.today()
user_scheme = {
"facebook_id": {"init": None, "db": "char(100) NOT NULL"},
"first_name": {"init": "", "db": "varchar(100)"},
"last_name": {"init": None, "db": "varchar(100)"},
"gender": {"init": None, "db": "enum('Female','Male')"},
"language": {"init": None, "db": "varchar(100)"},
# dialogue parameters:
"context": {"init": 'initialization', "db": "varchar(100)"},
"shown_input": {"init": False, "db": "BOOLEAN"},
"wants_more_features": {"init": True, "db": "BOOLEAN"},
"wants_more_locations": {"init": True, "db": "BOOLEAN"},
"asked_for_restart": {"init": False, "db": "BOOLEAN"},
"wants_restart": {"init": False, "db": "BOOLEAN"},
"wrong_data": {"init": False, "db": "BOOLEAN"},
"confirmed_data": {"init": False, "db": "BOOLEAN"},
"add_more": {"init": False, "db": "BOOLEAN"},
"queries_no": {"init": False, "db": "BOOLEAN"}
}
districts_scheme = {
"id": {"init": None, "db": "char(100) NOT NULL"},
"city": {"init": None, "db": "char(100) NOT NULL"},
"district": {"init": None, "db": "char(100) NOT NULL"},
"searches": {"init": 0, "db": "int(1)"}
}
# "responses": ['🔎 Szukam pokoju', '🔎 Szukam mieszkania', '💰 Sprzedam', '💰 Kupię']},
user_questions = {
"interest": {"question": ["Jak mogę Ci dzisiaj pomóc?", "W czym mogę służyć?"],
"responses": ['Szukam mieszkania', ' Chcę wynająć pokój', 'Chcę kupić dom']},
"housing_type": {"question": ["Jakiego typu lokal Cię interesuje?"],
"responses": ['Pokój', 'Mieszkanie']},
"business_type": {"question": ["Interesuje Cię kupno czy wynajem?"],
"responses": ['Chcę kupić', 'Chcę wynająć']},
"price": {"question": ["Ile chciałbyś maksymalnie płacić?"],
"responses": ['Do 1000 zł', 'Do 2000 zł', 'Do 3000 zł', 'Do 5000 zł', 'Dowolna kwota'],
"responses_rent_room": ['Do 700 zł', 'Do 1000 zł', 'Do 1500 zł', 'Do 2000 zł', 'Dowolna kwota'],
"responses_rent_apartment": ['Do 1000 zł', 'Do 2000 zł', 'Do 3000 zł', 'Do 4000 zł', 'Dowolna kwota'],
"responses_buy_apartment": ['Do 100000 zł', 'Do 250000 zł', 'Do 500000 zł', 'Do 750000 zł',
'Dowolna kwota'],
"responses_buy_house": ['Do 200000 zł', 'Do 400000 zł', 'Do 700000 zł', 'Do 1000000 zł',
'Dowolna kwota']},
"city": {"question": ["Które miasto Cię interesuje?"],
"responses": cities_scope},
"features": {"question": ["Czy masz jakieś szczególne preferencje?", "Na czymś jeszcze Ci zależy?"],
"responses_room": ['Nie, wystarczy', 'Od zaraz', 'Umeblowany', 'Nieprzechodni', 'Zwierzęta dozwolone',
'Z balkonem', 'Dla palących', 'Dla niepalących'],
"responses_apartment": ['Nie, wystarczy', 'Od zaraz', 'Umeblowane', 'Miejsce postojowe',
'Na parterze', 'Zwierzęta dozwolone', 'Dwupokojowe',
'Dla palących', 'Dla niepalących']}
}
user_questions_translations = {
'Od zaraz': 'ready_from',
'Umeblowany': 'furniture',
'Umeblowane': 'furniture',
'Nieprzechodni': 'connecting_room',
'Zwierzęta dozwolone': 'pet_friendly',
'Z balkonem': 'balcony',
'Dla palących': 'non_smokers_only',
'Dla niepalących': 'non_smokers_only',
'Miejsce postojowe': 'parking_space',
'Na parterze': 'apartment_level',
'Dwupokojowe': 'amount_of_rooms',
}
bot_phrases = {
"greeting": ["{greeting} {first_name}! Jestem Roomek i jestem na bieżąco z rynkiem nieruchomości.",
"{greeting} {first_name}! Nazywam się Roomek i zajmuję się znajdywaniem najlepszych nieruchomości."],
"default": ["Przepraszam, nie zrozumiałem",
"Wybacz, nie rozumiem",
"Nie do końca rozumiem"],
"back_to_context": ["O co ja miałem spytać...", "Wracając do pytania"],
"ask_location": ["Gdzie konkretnie chciałbyś mieszkać?"]
}
db_scheme = {
"beggining": {"text": "CREATE TABLE `{table_name}` ("},
"end": {"text": "PRIMARY KEY (`{primary_key}`)) ENGINE=InnoDB"}
}
# misc -> coś pozornie bez kategorii, ale pozwalające jednoznacznie zdeklarować, którego pola dotyczy
offer_scheme = {
"offer_url": {"db": "varchar(700) NOT NULL", 'item_loaders': ['response_to_string'], 'scraping_path_olx': '',
'misc': ['Oferta od'], 'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"city": {"db": "varchar(50) NOT NULL", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"housing_type": {"db": "varchar(50) NOT NULL", 'item_loaders': ['translate'], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"business_type": {"db": "varchar(50)", 'item_loaders': ['translate'], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"offer_name": {"db": "varchar(200)", 'item_loaders': ['remove_html_tags', 'remove_unnecessary_spaces'],
'scraping_path_olx': '//*[@id="offerdescription"]/div[2]/h1/text()', 'misc': [],
'scraping_path_otodom': '//*[@id="root"]/article/header/div[1]/div/div/h1/text()',
'scraping_path_olxroom': '//*[@id="offerdescription"]/div[2]/h1/text()'},
"offer_thumbnail_url": {"db": "varchar(400)", 'item_loaders': ['find_image_url'],
'scraping_path_olx': '//*[@id="photo-gallery-opener"]/img', 'misc': [],
'scraping_path_otodom': '//*[@id="root"]/article/section[2]/div[1]/div/div[1]/div/div[2]/div/div[2]/div/picture/img',
'scraping_path_olxroom': '//*[@id="photo-gallery-opener"]/img'},
"price": {"db": "int(1)", 'item_loaders': ['just_numbers', 'integer_the_price'],
'scraping_path_olx': '//*[@id="offeractions"]/div[1]/strong/text()', 'misc': [],
'scraping_path_otodom': '//*[@id="root"]/article/header/div[2]/div[1]/div[2]/text()',
'scraping_path_olxroom': '//*[@id="offeractions"]/div[1]/strong/text()'},
"total_price": {"db": "int(1)", 'item_loaders': [],
'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '',
'scraping_path_olxroom': ''},
"street": {"db": "varchar(50)", 'item_loaders': ['street_it'], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"district": {"db": "varchar(50)", 'item_loaders': ['district'],
'scraping_path_olx': '//*[@id="offerdescription"]/div[2]/div[1]/a/strong/text()', 'misc': [],
'scraping_path_otodom': '//*[@id="root"]/article/header/div[1]/div/div/div/a/text()',
'scraping_path_olxroom': '//*[@id="offerdescription"]/div[2]/div[1]/a/strong/text()',
},
"date_of_the_offer": {"db": "DATETIME",
'item_loaders': ['remove_html_tags', 'remove_unnecessary_spaces', 'datetime_it_olx'],
'scraping_path_olx': '//*[@id="offerdescription"]/div[2]/div[1]/em', 'misc': [],
'scraping_path_otodom': '',
'scraping_path_olxroom': '//*[@id="offerdescription"]/div[2]/div[1]/em'},
"offer_id": {"db": "LONGTEXT", 'item_loaders': ['just_numbers'],
'scraping_path_olx': '//*[@id="offerdescription"]/div[2]/div[1]/em/small/text()', 'misc': [],
'scraping_path_otodom': '//*[@id="root"]/article/div[3]/div[1]/div[2]/div/div[1]/text()[1]',
'scraping_path_olxroom': '//*[@id="offerdescription"]/div[2]/div[1]/em/small/text()',
},
"offer_text": {"db": "LONGTEXT",
'item_loaders': ['remove_unnecessary_spaces', 'remove_html_tags', 'swap_unnecessary_spaces'],
'scraping_path_olx': '//*[@id="textContent"]', 'misc': [],
'scraping_path_otodom': '//*[@id="root"]/article/div[3]/div[1]/section[2]/div[1]',
'scraping_path_olxroom': '//*[@id="textContent"]'},
"offer_from": {"db": "varchar(25)", 'item_loaders': ['remove_html_tags', 'translate'], 'scraping_path_olx': '',
'misc': [], 'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"apartment_level": {"db": "smallint(1)",
'item_loaders': ['remove_html_tags', 'word_to_numbers', 'just_numbers', 'integer_the_price'],
'scraping_path_olx': '', 'misc': ['Poziom'], 'scraping_path_otodom': '',
'scraping_path_olxroom': ''},
"furniture": {"db": "BOOLEAN", 'item_loaders': ['remove_html_tags', 'furniture'], 'scraping_path_olx': '',
'misc': ['Umeblowane'], 'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"type_of_building": {"db": "varchar(25)", 'item_loaders': ['remove_html_tags', 'translate'],
'scraping_path_olx': '', 'misc': ['Rodzaj zabudowy'], 'scraping_path_otodom': '',
'scraping_path_olxroom': ''},
"area": {"db": "smallint(1)", 'item_loaders': ['remove_html_tags', 'just_numbers', 'integer_the_price'],
'scraping_path_olx': '', 'misc': ['Powierzchnia'], 'scraping_path_otodom': '',
'scraping_path_olxroom': ''},
"amount_of_rooms": {"db": "int(1)",
'item_loaders': ['remove_html_tags', 'word_to_numbers', 'just_numbers', 'integer_the_price'],
'scraping_path_olx': '', 'misc': ['Liczba pokoi'], 'scraping_path_otodom': '',
'scraping_path_olxroom': ''},
"additional_rent": {"db": "int(1)", 'item_loaders': ['remove_html_tags', 'just_numbers', 'integer_the_price'],
'scraping_path_olx': '', 'misc': ['Czynsz (dodatkowo)', 'Czynsz - dodatkowo', 'Czynsz'],
'scraping_path_otodom': '',
'scraping_path_olxroom': ''},
"price_per_m2": {"db": "int(1)", 'item_loaders': ['remove_html_tags', 'just_numbers', 'integer_the_price'],
'scraping_path_olx': '', 'misc': ['Cena za m²'],
'scraping_path_otodom': '//*[@id="root"]/article/header/div[2]/div[2]/div/text()',
'scraping_path_olxroom': ''},
"type_of_market": {"db": "varchar(25)", 'item_loaders': ['remove_html_tags', 'translate'], 'scraping_path_olx': '',
'misc': ['Rynek'], 'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"security_deposit": {"db": "smallint(1)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Kaucja'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"building_material": {"db": "varchar(25)", 'item_loaders': [], 'scraping_path_olx': '',
'misc': ['Materiał budynku'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"windows": {"db": "varchar(25)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Okna'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"heating": {"db": "varchar(50)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Ogrzewanie'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"building_year": {"db": "SMALLINT(1)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Rok budowy'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"fit_out": {"db": "varchar(50)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Stan wykończenia'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"ready_from": {"db": "DATETIME", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Dostępne od'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"type_of_ownership": {"db": "varchar(50)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Forma własności'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"rental_for_students": {"db": 'BOOLEAN', 'item_loaders': [], 'scraping_path_olx': '',
'misc': ['Wynajmę również studentom'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"location_latitude": {"db": "FLOAT", 'item_loaders': ['location_latitude_olx'], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"location_longitude": {"db": "FLOAT", 'item_loaders': ['location_longitude_olx'], 'scraping_path_olx': '',
'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"type_of_room": {"db": "varchar(50)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Rodzaj pokoju'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"preferred_locator": {"db": "varchar(50)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['Preferowani'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"non_smokers_only": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"scraped_ranking": {"db": "FLOAT", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"parsed_fields": {"db": "varchar(999)", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"internet": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"cable_tv": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"closed_terrain": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"monitoring_or_security": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"entry_phone": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"antibulglar_doors_windows": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"alarm_system": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"antibulglar_blinds": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"dishwasher": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"cooker": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"fridge": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"oven": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"washing_machine": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"tv": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"elevator": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"phone": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"AC": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"garden": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"bathtub": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"utility_room": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"parking_space": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"terrace": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"balcony": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"separate_kitchen": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"basement": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"virtual_walk": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"two_level_apartment": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': [],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"connecting_room": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['pokój przechodni'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
"pet_friendly": {"db": "BOOLEAN", 'item_loaders': [], 'scraping_path_olx': '', 'misc': ['dla zwierzat'],
'scraping_path_otodom': '', 'scraping_path_olxroom': ''},
}
query_scheme = {
"query_no": {"db": "int(1) NOT NULL", 'to_compare': False, 'comparator': '=', 'is_feature': False, 'default': 1.0},
"facebook_id": {"db": "char(100) NOT NULL", 'to_compare': False, 'comparator': '=', 'is_feature': False,
'default': 1.0},
"city": {"db": "varchar(50)", 'to_compare': True, 'comparator': '=', 'is_feature': False, 'default': 1.0},
"housing_type": {"db": "varchar(50)", 'to_compare': True, 'comparator': '=', 'is_feature': False, 'default': 1.0},
# room, apartment
"business_type": {"db": "varchar(50)", 'to_compare': True, 'comparator': '=', 'is_feature': False, 'default': 1.0},
# rent, buy
"price": {"db": "int(1)", 'to_compare': False, 'comparator': '<=', 'is_feature': False, 'default': 1.0},
"total_price": {"db": "int(1)", 'to_compare': False, 'comparator': '<=', 'is_feature': True, 'default': 1.0},
# address:
"country": {"db": "varchar(50)", 'to_compare': False, 'comparator': '=', 'is_feature': False, 'default': 1.0},
"district": {"db": "varchar(50)", 'to_compare': False, 'comparator': '=', 'is_feature': False, 'default': 1.0},
"street": {"db": "varchar(50)", 'to_compare': False, 'comparator': '=', 'is_feature': False, 'default': 1.0},
"latitude": {"db": "FLOAT", 'to_compare': False, 'comparator': '=', 'is_feature': False, 'default': 1.0},
"longitude": {"db": "FLOAT", 'to_compare': False, 'comparator': '=', 'is_feature': False, 'default': 1.0},
# features:
"date_of_the_offer": {"db": "DATETIME", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.7},
"offer_from": {"db": "varchar(25)", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.3},
"apartment_level": {"db": "smallint(1)", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.3},
"furniture": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.3},
"type_of_building": {"db": "varchar(25)", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.01},
"area": {"db": "smallint(1)", 'to_compare': False, 'comparator': '>', 'is_feature': True, 'default': 0.5},
"amount_of_rooms": {"db": "int(1)", 'to_compare': False, 'comparator': '>=', 'is_feature': True, 'default': 0.1},
"additional_rent": {"db": "int(1)", 'to_compare': False, 'comparator': '<=', 'is_feature': True, 'default': 0.01},
"price_per_m2": {"db": "int(1)", 'to_compare': False, 'comparator': '<=', 'is_feature': True, 'default': 0.2},
"type_of_market": {"db": "varchar(25)", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"security_deposit": {"db": "smallint(1)", 'to_compare': False, 'comparator': '<=', 'is_feature': True,
'default': 0.01},
"building_material": {"db": "varchar(25)", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.01},
"windows": {"db": "varchar(25)", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"heating": {"db": "varchar(50)", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"building_year": {"db": "SMALLINT(1)", 'to_compare': False, 'comparator': '>=', 'is_feature': True,
'default': 0.03},
"fit_out": {"db": "varchar(50)", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"ready_from": {"db": "DATETIME", 'to_compare': False, 'comparator': '<=', 'is_feature': True, 'default': 0.1},
"type_of_ownership": {"db": "varchar(50)", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.01},
"rental_for_students": {"db": 'BOOLEAN', 'to_compare': True, 'comparator': '=', 'is_feature': True,
'default': 0.01},
"type_of_room": {"db": "varchar(50)", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"preferred_locator": {"db": "varchar(50)", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.05},
"non_smokers_only": {"db": "BOOLEAN", 'to_compare': True, 'comparator': '=', 'is_feature': True, 'default': 0.01},
"internet": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"cable_tv": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"closed_terrain": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"monitoring_or_security": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.08},
"entry_phone": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.08},
"antibulglar_doors_windows": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.01},
"alarm_system": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.03},
"antibulglar_blinds": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.01},
"dishwasher": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.09},
"cooker": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"fridge": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"oven": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.08},
"washing_machine": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"tv": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"elevator": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"phone": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.01},
"AC": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"garden": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"bathtub": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.03},
"utility_room": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.01},
"parking_space": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.07},
"terrace": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.07},
"balcony": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.07},
"separate_kitchen": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"basement": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.05},
"virtual_walk": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.01},
"two_level_apartment": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True,
'default': 0.03},
"connecting_room": {"db": "BOOLEAN", 'to_compare': False, 'comparator': '=', 'is_feature': True, 'default': 0.1},
"pet_friendly": {"db": "BOOLEAN", 'to_compare': True, 'comparator': '=', 'is_feature': True, 'default': 0.01},
}
db_utility_scheme = {
"offer_url": {"db": "varchar(700) NOT NULL"},
"offer_name": {"db": "varchar(200)"},
"street": {"db": "varchar(50)"},
"offer_text": {"db": "LONGTEXT"},
}
conversations_scheme = {
"conversation_no": {"db": "int(1) NOT NULL AUTO_INCREMENT"},
"is_echo": {"db": "BOOLEAN"},
"messaging": {"db": "varchar(5000)"},
"time": {"db": "date"},
"timestamp": {"db": "date"},
"facebook_id": {"db": "char(100)"},
"type": {"db": "char(100)"},
"mid": {"db": "varchar(1000)"},
"NLP": {"db": "BOOLEAN"},
"stickerID": {"db": "varchar(999)"},
"sticker_name": {"db": "varchar(999)"},
"latitude": {"db": "FLOAT"},
"longitude": {"db": "FLOAT"},
"url": {"db": "BLOB"},
"text": {"db": "varchar(999)"},
"NLP_entities": {"db": "varchar(999)"},
"NLP_language": {"db": "varchar(999)"},
"NLP_intent": {"db": "varchar(999)"},
}
ratings_scheme = {
"offer_url": {"db": "varchar(700) NOT NULL"},
"static_rating": {"db": "float(6,2)"},
"offer_name": {"db": "float(4,3)"},
"offer_thumbnail_url": {"db": "float(4,3)"},
"price": {"db": "float(4,3)"},
"total_price": {"db": "float(4,3)"},
"street": {"db": "float(4,3)"},
"district": {"db": "float(4,3)"},
"date_of_the_offer": {"db": "float(4,3)"},
"offer_id": {"db": "float(4,3)"},
"offer_text": {"db": "float(4,3)"},
"offer_from": {"db": "float(4,3)"},
"apartment_level": {"db": "float(4,3)"},
"furniture": {"db": "float(4,3)"},
"type_of_building": {"db": "float(4,3)"},
"area": {"db": "float(4,3)"},
"amount_of_rooms": {"db": "float(4,3)"},
"additional_rent": {"db": "float(4,3)"},
"price_per_m2": {"db": "float(4,3)"},
"type_of_market": {"db": "float(4,3)"},
"security_deposit": {"db": "float(4,3)"},
"building_material": {"db": "float(4,3)"},
"windows": {"db": "float(4,3)"},
"heating": {"db": "float(4,3)"},
"building_year": {"db": "float(4,3)"},
"fit_out": {"db": "float(4,3)"},
"ready_from": {"db": "float(4,3)"},
"type_of_ownership": {"db": "float(4,3)"},
"rental_for_students": {"db": "float(4,3)"},
"location_latitude": {"db": "float(4,3)"},
"location_longitude": {"db": "float(4,3)"},
"type_of_room": {"db": "float(4,3)"},
"preferred_locator": {"db": "float(4,3)"},
"internet": {"db": "BOOLEAN"},
"cable_tv": {"db": "BOOLEAN"},
"closed_terrain": {"db": "BOOLEAN"},
"monitoring_or_security": {"db": "BOOLEAN"},
"entry_phone": {"db": "BOOLEAN"},
"antibulglar_doors_windows": {"db": "BOOLEAN"},
"alarm_system": {"db": "BOOLEAN"},
"antibulglar_blinds": {"db": "BOOLEAN"},
"dishwasher": {"db": "BOOLEAN"},
"cooker": {"db": "BOOLEAN"},
"fridge": {"db": "BOOLEAN"},
"oven": {"db": "BOOLEAN"},
"washing_machine": {"db": "BOOLEAN"},
"tv": {"db": "BOOLEAN"},
"elevator": {"db": "BOOLEAN"},
"phone": {"db": "BOOLEAN"},
"AC": {"db": "BOOLEAN"},
"garden": {"db": "BOOLEAN"},
"bathtub": {"db": "BOOLEAN"},
"utility_room": {"db": "BOOLEAN"},
"parking_space": {"db": "BOOLEAN"},
"terrace": {"db": "BOOLEAN"},
"balcony": {"db": "BOOLEAN"},
"non_smokers_only": {"db": "BOOLEAN"},
"separate_kitchen": {"db": "BOOLEAN"},
"basement": {"db": "BOOLEAN"},
"virtual_walk": {"db": "BOOLEAN"},
"two_level_apartment": {"db": "BOOLEAN"},
"connecting_room": {"db": "BOOLEAN"},
"pet": {"db": "BOOLEAN"},
}
regex_scheme = {
# "offer_url": {'regex': []},
# "city": {'regex': []},
# "housing_type": {'regex': []},
# "business_type": {'regex': []},
# "offer_name": {'regex': []},
# "offer_thumbnail_url": {'regex': []},
# "price": {'regex': []},
# "total_price": {'regex': []},
"street": {'street': [r'(ul\.\s{,1})(.{,25})', r'(al\.\s{,1})(.{,25})', r'(ulic[ay]\s{,1})(.{,25})',
r'(ale[ja]\s{,1})(.{,25})', r'(alei\s{,1})(.{,25})']},
"district": {'Center': ['centrum']},
# "date_of_the_offer": {'regex': []},
# "offer_id": {'regex': []},
"offer_from": {'private': ['bezpo[sś]rednio', 'od w[lł]a[śs]ciciela', 'og[lł]oszenie prywatne', 'bez\s?po',
'bez po[sś]rednik[ów]'],
'agent / developer': ['od agenta']},
"apartment_level": {0: ['parterze'],
1: ['pierwszym piętrze', r'1(.*)pi[eę]trze'],
2: ['drugim piętrze', r'2(.*)pi[eę]trze'],
3: ['trzecim piętrze', r'3(.*)pi[eę]trze'],
4: ['czwartym piętrze', r'4(.*)pi[eę]trze'],
5: ['piątym piętrze', r'5(.*)pi[eę]trze']},
"furniture": {True: ['[^e]umeblowan[ey]', 'z umeblowan(.{,10) ', '[^nie]wyposa[zż]on[ey]', '[^e]urz[aą]dzon[ey]'],
False: ['nieumeblowan[ey]', 'do umeblowania', 'niewyposa[zż]on[ey]']},
"type_of_building": {'regex': []},
"area": {'m2': [r'(\d{1,})(.{,1})m(.{,2})2']},
"amount_of_rooms": {1: ['kawalerka', 'M.{,1}1'],
2: ['2 pokoje', '2[-\s]?pokojowe', '2 pok', 'M.{,1}2'],
3: ['3 pokoje', '3[-\s]?pokojowe', '3 pok', 'M{,1}3'],
4: ['4 pokoje', '4[-\s]?pokojowe', '4 pok', 'M{,1}4']},
"additional_rent": {0: ['cena ze wszystkim', 'bez dodatkowych op[lł]at']},
"price_per_m2": {'regex': []},
"type_of_market": {'regex': []},
"security_deposit": {0: ['bez kaucji', 'brak kaucji'],
'zł': [r'(kaucja\D{,25})(\d[\d\s]*)', r'(kaucja zwrotna\D{,25})(\d[\d\s]*)',
r'(kaucji\D{,25})(\d[\d\s]*)']},
"building_material": {'silicate': [],
'reinforced concrete': [],
'plattenbau': [],
'other': [],
'concrete': [],
'brick': ['z cegły'],
'blocks': [],
},
"windows": {'plastic': ['okna.{,3}plastik', 'okna.{,3}PCV', 'okna.{,3}PVC'],
'wood': ['okna.{,3}drewnian'],
'aluminium': ['okna.{,3}alumin']},
"heating": {'electric': ['ogrzewanie.{,3}elek'],
'gas': ['ogrzewanie.{,3}gaz', 'ogrzewanie.{,3}centralne.{,3}gazowe', 'ogrzewanie własne gazowe'],
'other': [],
'tiled stove': [],
'urban': ['ogrzewanie.{,3}miejs', 'ogrzewanie z sieci',
'ogrzewanie.{,3}cieplik miejski', ]},
"building_year": {'regex': []},
"fit_out": {'raw': ['do wyko(.*)czenia', 'stan deweloperski'],
'refurbished': ['wyremontowan[ye]', 'po.{,15}remoncie'],
'needs_refurbishment': ['do remontu']},
"ready_from": {today: ['od zaraz', 'od dzisiaj', 'od ju[zż]', 'asap', 'od teraz'],
today.replace(year=today.year + 1, month=1, day=1): ['od(.{,15})stycz(.{,15})'],
today.replace(month=2, day=1) if today.month < 2 else today.replace(year=today.year + 1, month=2,
day=1): [
'od(.{,15})lut(.{,15})'],
today.replace(month=3, day=1) if today.month < 3 else today.replace(year=today.year + 1, month=3,
day=1): [
'od(.{,15})mar(.{,15})'],
today.replace(month=4, day=1) if today.month < 4 else today.replace(year=today.year + 1, month=4,
day=1): [
'od(.{,15})kwie(.{,15})'],
today.replace(month=5, day=1) if today.month < 5 else today.replace(year=today.year + 1, month=5,
day=1): [
'od(.{,15})maj(.{,15})'],
today.replace(month=6, day=1) if today.month < 6 else today.replace(year=today.year + 1, month=6,
day=1): [
'od(.{,15})czer(.{,15})'],
today.replace(month=7, day=1) if today.month < 7 else today.replace(year=today.year + 1, month=7,
day=1): [
'od(.{,15})lip(.{,15})'],
today.replace(month=8, day=1) if today.month < 8 else today.replace(year=today.year + 1, month=8,
day=1): [
'od(.{,15})sier(.{,15})'],
today.replace(month=9, day=1) if today.month < 9 else today.replace(year=today.year + 1, month=9,
day=1): [
'od(.{,15})wrze(.{,15})'],
today.replace(month=10, day=1) if today.month < 10 else today.replace(year=today.year + 1, month=10,
day=1): [
'od(.{,15})paźdz(.{,15})'],
today.replace(month=11, day=1) if today.month < 11 else today.replace(year=today.year + 1, month=11,
day=1): [
'od(.{,15})listop(.{,15})'],
today.replace(month=12, day=1) if today.month < 12 else today.replace(year=today.year + 1, month=12,
day=1): [
'od(.{,15})grud(.{,15})']},
"type_of_ownership": {'regex': []},
"rental_for_students": {
True: [r'(.*) studencki', r'dla(.{,15})student(.*)', 'Wynajmę(.{,50})studentom', 'studenci']},
"location_latitude": {'regex': []},
"location_longitude": {'regex': []},
"type_of_room": {'one-person': [r'jedno(.?)osobowy', r'1(.*)osobowy', r'jedynk(.*)', r'1.{,5}os'],
'two-person': [r'dwu(.?)osobowy', r'2(.*)osobowy', r'2.{,5}os'],
'three-person': [r'trzy(.?)osobowy', r'3(.*)osobowy', r'3.{,5}os']},
"preferred_locator": {
'women': ['dla kobiet', 'dla dziewczyn', 'dla studentki', 'dla studentek', 'dla Pani', 'studentce'],
'working people': ['dla pracownik[oów]', 'dla os[oó]b pracuj[ąa]cych', 'pracownicze'],
'men': ['dla facet', 'dla m[eę]żczyzn', 'dla studenta', 'dla Pana']},
"scraped_ranking": {'regex': []},
"internet": {True: ['z.{,8}internetem', 'z wifi']},
"cable_tv": {True: ['kabl[oó]wka', 'tv(.*)kablowa', 'telewiz(.*)kablowa']},
"closed_terrain": {True: ['(.{,30})zamkni[eę]ty', '(.{,30})ogrodzony', '(.{,30})wydzielony']},
"monitoring_or_security": {True: ['monitoring', 'ochrona.{,10}', 'strze[zż]one']},
"entry_phone": {True: ['domofon', '[vw]ideofon']},
"antibulglar_doors_windows": {True: ['drzwi anty.{,3}w[lł]amaniowe', 'okna anty.{,3}w[lł]amaniowe']},
"alarm_system": {True: ['alarm']},
"antibulglar_blinds": {True: ['[zż]aluzje anty.{,3}wlamaniowe']},
"dishwasher": {True: ['zmywark[aąę]']},
"cooker": {True: ['kuchenk[aąę]']},
"fridge": {True: ['lod[oó]wk[ęaą]']},
"oven": {True: ['piekarnik', 'piekarnikiem']},
"washing_machine": {True: ['pralk[aąę]']},
"tv": {True: ['telewizor', 'tv']},
"elevator": {True: ['wind[ęaą]']},
"phone": {True: ['telefon']},
"AC": {True: ['klimatyzacj[aąę]']},
"garden": {True: [r'z(.{,20)ogr[oó]d(.{,10})', r'/+(.{,20)ogr[oó]d(.{,10})'],
False: ['brak ogr[oó]d(.{,10})']},
"bathtub": {True: ['wann[aęą]']},
"utility_room": {'regex': []},
"parking_space": {True: [r'miejsce w gara(.*)', r'gara(.*) podziem(.*)', 'z gara[zż]em', 'z miejscem postojowym',
'z miejscem parkingowym', 'miejsce postojowe']},
"terrace": {True: ['z tarasem', 'taras'],
False: ['brak tarasu']},
"balcony": {True: ['balkon']},
"non_smokers_only": {True: [r'dla nie\s{,1}paląc(.*)', r'tylko nie\s{,1}paląc(.*)', r'osoby nie\s{,1}paląc(.*)',
'nie jest dla.{,10}pal[aą]cy', 'zakaz palenia', 'nie\s{,1}pal[aą]cy',
'osobie nie/s?pal[aą]cej'],
False: [r'także paląc(.*)']},
"separate_kitchen": {True: [r'osobn[aą] kuchni[aą]']},
"basement": {True: ['piwnic[aąę]', 'kom[oó]rka']},
"virtual_walk": {'regex': []},
"two_level_apartment": {'regex': []},
"connecting_room": {True: ['\sprzechodni'],
False: ['nie(\s*)przechodni', 'mieszkanie rozk[lł]adowe']},
"pet_friendly": {True: ['w przypadku posiadania zwierz', 'mo[zż]liwo[sś][cć].{,12}zwierz', 'przyjazne zwierz'],
False: ['nie wyra[zż]am zgody na zwierz[eę]', 'zwierz[eę].{0,15}wykluczone',
'zwierz[eę].{0,15}zabronione', 'zwierz[eę].{0,15}niedozwolone',
'zwierz[eę].{0,5}nie s[aą] akceptowane', 'nie jest dla.{,25}zwierz',
'zakaz.{,25}zwierz', 'bez.{,15}zwierz[ąa]t', 'nie.{,2}akceptowane.{,10}zwierz',
'nie wyra[zż]am(.){,2} zgody na.{,15}zwierz', 'Zwierz.{,15}NIE', 'nie akceptuj.{,6}zwierz',
'zabrania si[eę].{,12}zwierz', 'nieposiadaj[aą]c.{,6}zwierz', 'nie mog[aą].{,15}zwierz']},
}
months = {
1: 'stycznia',
2: 'lutego',
3: 'marca',
4: 'kwietnia',
5: 'maja',
6: 'czerwca',
7: 'lipca',
8: 'sierpnia',
9: 'września',
10: 'października',
11: 'listopada',
12: 'grudnia',
}
weights_scheme = copy.deepcopy(query_scheme)
to_delete = []
for x, y in weights_scheme.items():
dict_data = y
if not dict_data['is_feature']:
to_delete.append(x)
dict_data["db"] = 'FLOAT'
del dict_data['to_compare']
del dict_data['comparator']
del dict_data['is_feature']
weights_scheme[x] = dict_data
for item in to_delete:
del weights_scheme[item]