def get_user_lists(userid=None):
reponse_obj = Base()
try:
if userid is not None:
usersCollection = db['users']
user = usersCollection.find_one({"_id": ObjectId(userid)})
reponse_obj.Data = jsonpickle.decode(
dumps({
'shortlist': user['shortlist'],
'applylist': user['applylist']
}))
BaseUtils.SetOKDTO(reponse_obj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponse_obj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
json_obj = jsonpickle.encode(reponse_obj, unpicklable=False)
response = Response(json_obj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def create_user():
reponse_obj = Base()
try:
user_first_name = request.form['firstName']
user_last_name = request.form['lastName']
user_email = request.form['email']
user_phone = request.form['phone']
user_auth0_user_id = request.form['auth0UserId']
user_shortlist_list = jsonpickle.decode(request.form['shortlist'])
users_collection = db['users']
listings_collection = db['listings']
#validate existing user
user = users_collection.find_one({'email': user_email})
print "user" , user
return_user_id = None
# TODO: fix this, the idea is not wo overwrite the shortlist. This is suposed to be done in front end, further auth0 info is required.
if user is None:
user_shortlist_list_object_id = []
for user_shortlist_list_element in user_shortlist_list:
user_shortlist_list_object_id.append(ObjectId(user_shortlist_list_element))
shortlist_listings_cursors = listings_collection.find({"_id" : {"$in" : user_shortlist_list_object_id}})
shortlist_listings_list = list(shortlist_listings_cursors)
user_obj = {
'firstname': user_first_name,
'lastname': user_last_name,
'email': user_email,
'phone': user_phone,
'auth0userid': user_auth0_user_id,
'comments': [],
'shortlist': shortlist_listings_list,
'applylist': []
}
return_user_id = users_collection.insert(user_obj)
else:
return_user_id = user['_id']
reponse_obj.Data = jsonpickle.decode(dumps({'UserId': return_user_id}))
BaseUtils.SetOKDTO(reponse_obj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponse_obj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
json_obj = jsonpickle.encode(reponse_obj, unpicklable=False)
response = Response(json_obj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def getListingById(listingid=None):
reponseObj = Base()
try:
if listingid is not None:
## select mondodb collection
listingsCollection = db['listings']
## retrieve listing from db
listingsObject = listingsCollection.find_one(
{'_id': ObjectId(listingid)})
## serialize listing
reponseObj.Data = jsonpickle.decode(dumps(listingsObject))
BaseUtils.SetOKDTO(reponseObj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponseObj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
jsonObj = jsonpickle.encode(reponseObj, unpicklable=False)
response = Response(jsonObj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def get_listings_details_by_id_list_method():
reponse_obj = Base()
try:
listings_id_list = jsonpickle.decode(request.form['listings_id_list'])
print "listings_id_list", listings_id_list
## select mondodb collection
listingsCollection = db['listings']
listings_object_id_list = MongoUtils.to_object_id(listings_id_list)
result_listings_cursors = listingsCollection.find(
{'_id': {
'$in': listings_object_id_list
}})
result_listings_list = list(result_listings_cursors)
reponse_obj.Data = jsonpickle.decode(dumps(result_listings_list))
BaseUtils.SetOKDTO(reponse_obj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponse_obj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
json_obj = jsonpickle.encode(reponse_obj, unpicklable=False)
response = Response(json_obj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def getUserPreferences(userPreferencesId=None):
reponseObj = Base()
# {"apartmentType":"1 Bedroom" , "personType":"student","hoodType":"classic", "budget":5000, "moveIn":20143101}
try:
if (userPreferencesId != None):
preferencesCollection = db['preferences']
pref_obj = preferencesCollection.find_one(
{"_id": ObjectId(userPreferencesId)})
print pref_obj
filtersObj = dict()
if "filters" in pref_obj.keys():
filtersObj = pref_obj['filters']
reponseObj.Data = Preference(
jsonpickle.decode(dumps(pref_obj['_id'])), filtersObj)
print "reponseObj.Data", reponseObj.Data
BaseUtils.SetOKDTO(reponseObj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponseObj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
jsonObj = jsonpickle.encode(reponseObj, unpicklable=False)
response = Response(jsonObj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def validate_user(userauth0id=None):
reponse_obj = Base()
print "userauth0id: ", userauth0id
try:
if userauth0id is not None:
usersCollection = db['users']
user = usersCollection.find_one({"auth0userid": userauth0id})
user_id = None
if user is not None:
user_id = user['_id']
reponse_obj.Data = jsonpickle.decode(dumps({'UserId': user_id}))
BaseUtils.SetOKDTO(reponse_obj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponse_obj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
print "reponse_obj", reponse_obj
json_obj = jsonpickle.encode(reponse_obj, unpicklable=False)
response = Response(json_obj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def add_trotter_comment():
reponse_obj = Base()
try:
json_object = request.form.keys()
requestObj = json.loads(json_object[0])
request_user = requestObj['userid']
request_trotter = requestObj['trotterid']
request_comment = requestObj['comment']
usersCollection = db['users']
trottersCollection = db['trotters']
user = usersCollection.find_one({"_id" : ObjectId(request_user)})
trotter = trottersCollection.find_one({"_id" : ObjectId(request_trotter)})
comments = user['comments']
comment = dict()
comment['commenter'] = trotter['fullname']
comment_date = datetime.datetime.fromtimestamp(time.time()).strftime('%Y-%m-%d %H:%M:%S')
comment['timestamp'] = time.time()
comment['date'] = comment_date
comment['text'] = request_comment
comment['type'] = 'trotter'
comments.append(comment)
# for entry in shortlist:
# if entry['_id'] == ObjectId(request_listing):
# if 'comments' not in entry.keys():
# entry['comments'] = []
# entry['comments'].append(comment)
# result_bool = True
usersCollection.update({'_id':user['_id']}, {'$set':{'comments':comments}})
reponse_obj.Data = jsonpickle.decode(dumps({'comments': comments}))
BaseUtils.SetOKDTO(reponse_obj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponse_obj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
json_obj = jsonpickle.encode(reponse_obj, unpicklable=False)
response = Response(json_obj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def add_bulk_shortlist():
reponse_obj = Base()
try:
request_listings = request.form['listingids']
request_user = request.form['userid']
request_listings_split = request_listings.split(',')
bulklistings = []
for r_listing in request_listings_split:
bulklistings.append(ObjectId(r_listing))
print bulklistings
listingsCollection = db['listings']
usersCollection = db['users']
user = usersCollection.find_one({"_id": ObjectId(request_user)})
listings_result = listingsCollection.find(
{"_id": {
"$in": bulklistings
}})
listings = list(listings_result)
print listings
shortlist = user['shortlist']
for listing in listings:
shortlist.append(listing)
usersCollection.update({'_id': user['_id']},
{'$set': {
'shortlist': shortlist
}})
reponse_obj.Data = jsonpickle.decode(dumps({'_id': user['_id']}))
BaseUtils.SetOKDTO(reponse_obj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponse_obj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
json_obj = jsonpickle.encode(reponse_obj, unpicklable=False)
response = Response(json_obj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def change_status():
reponse_obj = Base()
try:
request_listing = request.form['listingId']
request_user = request.form['userId']
request_status = request.form['status']
usersCollection = db['users']
user = usersCollection.find_one({"_id": ObjectId(request_user)})
shortlist = user['shortlist']
result_bool = False
for entry in shortlist:
if entry['_id'] == ObjectId(request_listing):
entry['status'] = request_status
print entry['status']
result_bool = True
usersCollection.update({'_id': user['_id']},
{'$set': {
'shortlist': shortlist
}})
reponse_obj.Data = jsonpickle.decode(dumps({'result': result_bool}))
BaseUtils.SetOKDTO(reponse_obj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponse_obj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
json_obj = jsonpickle.encode(reponse_obj, unpicklable=False)
response = Response(json_obj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def getListingById(listingid= None):
reponseObj = Base()
try:
if listingid is not None:
## select mondodb collection
listingsCollection = db['listings']
## retrieve listing from db
listingsObject = listingsCollection.find_one({'_id': ObjectId(listingid)})
## serialize listing
reponseObj.Data = jsonpickle.decode(dumps(listingsObject))
BaseUtils.SetOKDTO(reponseObj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponseObj)
print "There was an unexpected error: " , str(e)
print traceback.format_exc()
jsonObj = jsonpickle.encode(reponseObj, unpicklable=False)
response = Response(jsonObj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def saveUserPreferences(email):
reponseObj = Base()
try:
filtersObj = {}
## identify filters
f = request.form
if 'filters' in f:
print "request.form['filters']", request.form['filters']
filtersObj = jsonpickle.decode(request.form['filters'])
print "type(filtersObj)", type(filtersObj)
print "filtersObj", filtersObj
hood_must_have = dict()
hood_must_have["keywords"] = []
hood_delighter = dict()
hood_delighter["keywords"] = []
unit_must_have = dict()
unit_must_have["keywords"] = []
unit_delighter = dict()
unit_delighter["keywords"] = []
information = dict()
db_dict = dict()
unit_count_m = 1
hood_count_m = 1
unit_count_d = 1
hood_count_d = 1
apt_type_count = 1
unit_must_have["rooms"] = []
for field in request.form:
print field
preferencesStr = request.form[field]
if preferencesStr:
if field in [
"Locales_good", "Parks", "Walkable", "Family",
"Student_vibe", "Young_pro", "Quiet", "Classic",
"Modern"
]:
hood_delighter["keywords"].append(field)
elif field in [
"Near_action", "Safe", "Easy_transport", "Parking"
]:
hood_must_have["keywords"].append(field)
elif field in [
"hardwood", "laundry", "lighting", "deck_balcony",
"cieling", "kitchen", "spacing", "ameneties", "view",
"modern", "classic", "loft"
]:
unit_delighter["keywords"].append(field)
elif field in ["pet", "spacing", "lighting", "parking"]:
unit_must_have["keywords"].append(field)
elif field == "sublet_roomate":
unit_must_have["rooms"].extend((1, 2, 3, 4, 5))
unit_must_have["keywords"].append("sublet_roomate")
elif field == "studio":
unit_must_have["rooms"].extend((0, 1, 2))
unit_must_have["keywords"].append("studio")
elif field == "1bed":
unit_must_have["rooms"].append(1)
elif field == "2bed":
unit_must_have["rooms"].append(2)
elif field in [
"firstname", "lastname", "email", "gender",
"move_reason", "location", "transportation",
"profession", "importance", "movein"
]:
information[field] = preferencesStr
elif field in [
"budget", "walking_time", "bike_time", "driving_time",
"transit_time"
]:
information[field] = int(preferencesStr)
if 'budget' not in information.keys():
information['budget'] = 5000
db_dict["information"] = information
db_dict["filters"] = filtersObj
db_dict["unit_must_have"] = unit_must_have
db_dict["unit_delighter"] = unit_delighter
db_dict["hood_must_have"] = hood_must_have
db_dict["hood_delighter"] = hood_delighter
preferencesCollection = db['preferences']
pref_id = preferencesCollection.insert(db_dict)
print "pref_id", pref_id
reponseObj.Data = Preference(jsonpickle.decode(dumps(pref_id)),
filtersObj)
#reponseObj.Data = {"preferenceId" : pref_id}
# fromadd = "*****@*****.**"
# toadd = information["email"]
# msg = MIMEMultipart()
# msg['From'] = fromadd
# msg['To'] = toadd
# msg['Subject'] = "Socrex - Concierge reply"
# body = "Thank you for using our service, to view your personalized listings please follow this url:\n \nhttp://frontend-socrex-stage.herokuapp.com/#/listings/filter/"+str(pref_id)
# msg.attach(MIMEText(body, 'plain'))
# # Send the message via our own SMTP server, but don't include the
# # envelope header.
# s = smtplib.SMTP('smtp.gmail.com:587')
# s.ehlo()
# s.starttls()
# s.ehlo()
# s.login(fromadd, "monaco123")
# text = msg.as_string()
# s.sendmail(fromadd, toadd, text)
# s.quit()
BaseUtils.SetOKDTO(reponseObj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponseObj)
print "There was an unexpected error: ", str(e)
print traceback.format_exc()
jsonObj = jsonpickle.encode(reponseObj, unpicklable=False)
response = Response(jsonObj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def filterListings():
reponseObj = Base()
try:
requestId = request.form['id']
if "currentPage" in request.form.keys():
requestPage = request.form['currentPage']
requestPage = int(requestPage)
else:
requestPage = 1
if "itemsOnPage" in request.form.keys():
requestItems = request.form['itemsOnPage']
requestItems = int(requestItems)
else:
requestItems = 100
limitNumber = (requestPage-1) * requestItems
skipNumber = requestPage * requestItems
preferencesCollection = db['preferences']
listingsCollection = db['listings']
hoodsCollection = db['hoods']
print "requestId" , requestId
entry = preferencesCollection.find_one({"_id" : ObjectId(requestId)})
information = entry["information"]
unit_delighter = entry["unit_delighter"]
unit_must_have = entry["unit_must_have"]
hood_delighter = entry["hood_delighter"]
hood_must_have = entry["hood_must_have"]
delimiters = []
if "rooms" in unit_must_have.keys():
bed_range = unit_must_have["rooms"]
if len(bed_range) == 0:
bed_range = range(0,4)
udelighters = []
if "keywords" in unit_delighter.keys():
udelighters = unit_delighter["keywords"]
umust_haves = []
if "keywords" in unit_must_have.keys():
umust_haves = unit_must_have["keywords"]
hmust_haves = []
if "keywords" in hood_must_have.keys():
hmust_haves = hood_must_have["keywords"]
hdelighters = []
if "keywords" in hood_delighter.keys():
hdelighters = hood_delighter["keywords"]
unit_query = {
"price": {"$in": range(300,information["budget"])}
, "bedroom": {"$in": bed_range}
, "isDeleted": 0
}
if "studio" in umust_haves:
unit_query["studio"] = 1
if "sublet_roomate" in umust_haves:
unit_query["sublet_roomate"] = 1
else:
unit_query["sublet_roomate"] = 0
filteredListingsCursors = listingsCollection.find(unit_query)
filteredListingsList = list(filteredListingsCursors)
final_filter = []
score_list = []
price_list = []
for listing in filteredListingsList:
ldatetime=""
idatetime=""
if "neighborhood" in listing.keys():
listing_hood = listing["neighborhood"]
hood = listing_hood
ldatetime = datetime.datetime.strptime(listing["move_in"], '%Y%d%m')
idatetime = datetime.datetime.strptime(information["movein"], '%Y%m%d')
negative_score = 0
for must_have in hmust_haves:
if hood[must_have] != 1:
negative_score += 20
else :
passed_musthaves = False
for must_have in umust_haves:
if listing.has_key(must_have):
if listing[must_have] != 1 and must_have not in ["sublet_roomate", "studio"]:
negative_score += 20
passed_musthaves = True
if ldatetime >= idatetime:
passed_musthaves = False
if 0 not in bed_range:
if listing["studio"] == 1:
passed_musthaves = False
if passed_musthaves:
listing["score"] = 0
for key in listing.keys():
if key in udelighters:
if listing[key] == 1:
listing["score"] += 30
elif listing[key] == 1 and key in ['laundry', 'hardwood', 'lighting', 'kitchen', 'deck_balcony', 'ameneties', 'cieling'] :
listing["score"] +=10
for key in hood.keys():
if key in hdelighters:
if hood[key] == 1:
listing["score"] += 30
elif hood[key] == 1 and key in ['Safe', 'Locales_good', 'Parks']:
listing["score"] += 10
price = float(information["budget"] - listing["price"]) / float(information["budget"])
price_list.append(listing["price"])
price_score = price * 100.00
listing["score"] += int(price_score)
listing["score"] = listing["score"] - negative_score
score_list.append(listing["score"])
listing["relevance"] = (float(listing["score"]) * 20.00) / 200.00
if listing["relevance"] > 20:
listing["relevance"] = 20
final_filter.append(listing)
sorted_list = sorted(final_filter, key=itemgetter('score'), reverse=True)
final_list = []
if len(score_list) >0:
arr_score = numpy.array([score_list])
mean_score = int(numpy.mean(arr_score))
standard_dev_score = int(numpy.std(arr_score))
lower_score = mean_score-(standard_dev_score*2)
upper_score = mean_score+(standard_dev_score*2)
arr_price = numpy.array([price_list])
mean_price = int(numpy.mean(arr_price))
standard_dev_price = int(numpy.std(arr_price))
lower_price = mean_price-(int(standard_dev_price*1))
upper_price = mean_price+(int(standard_dev_price*2))
for element in sorted_list:
if element["score"] in range(lower_score, upper_score) and element["price"] in range(lower_price, upper_price):
final_list.append(element)
else:
final_list = sorted_list
complete_length = len(final_list)
if skipNumber < complete_length:
final_list = final_list[limitNumber:skipNumber]
else:
final_list = final_list[limitNumber:]
pages = int(math.ceil(float(complete_length) / float(requestItems)))
user_email = ""
if "email" in information.keys():
user_email = information["email"]
# returns the list of data objects
reponseObj.Data = ListingList(4,jsonpickle.decode(dumps(final_list)),complete_length, user_email, pages)
BaseUtils.SetOKDTO(reponseObj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponseObj)
print "There was an unexpected error: " , str(e)
print traceback.format_exc()
jsonObj = jsonpickle.encode(reponseObj, unpicklable=False)
response = Response(jsonObj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def filterListings():
reponseObj = Base()
try:
requestId = request.form['id']
if "currentPage" in request.form.keys():
requestPage = request.form['currentPage']
requestPage = int(requestPage)
else:
requestPage = 1
if "itemsOnPage" in request.form.keys():
requestItems = request.form['itemsOnPage']
requestItems = int(requestItems)
else:
requestItems = 100
limitNumber = (requestPage-1) * requestItems
skipNumber = requestPage * requestItems
# {"id":26,"currentPage":2,"itemsOnPage":10}
#filtersDic = jsonpickle.decode(filtersStr)
preferencesCollection = db['preferences']
listingsCollection = db['listings']
hoodsCollection = db['hoods']
entry = preferencesCollection.find_one({"_id" : ObjectId(requestId)})
information = entry["information"]
unit_delighter = entry["unit_delighter"]
unit_must_have = entry["unit_must_have"]
hood_delighter = entry["hood_delighter"]
hood_must_have = entry["hood_must_have"]
delimiters = []
if "rooms" in unit_must_have.keys():
bed_range = unit_must_have["rooms"]
if len(bed_range) == 0:
bed_range = range(0,4)
udelighters = []
if "keywords" in unit_delighter.keys():
udelighters = unit_delighter["keywords"]
umust_haves = []
if "keywords" in unit_must_have.keys():
umust_haves = unit_must_have["keywords"]
hmust_haves = []
if "keywords" in hood_must_have.keys():
hmust_haves = hood_must_have["keywords"]
hdelighters = []
if "keywords" in hood_delighter.keys():
hdelighters = hood_delighter["keywords"]
unit_query = {
"price": {"$in": range(300,information["budget"])}
, "bedroom": {"$in": bed_range}
}
if "studio" in umust_haves:
unit_query["studio"] = 1
if "sublet_roomate" in umust_haves:
unit_query["sublet_roomate"] = 1
else:
unit_query["sublet_roomate"] = 0
filteredListingsCursors = listingsCollection.find(unit_query)
filteredListingsList = list(filteredListingsCursors)
final_filter = []
score_list = []
price_list = []
for listing in filteredListingsList:
ldatetime=""
idatetime=""
if "neighborhood" in listing.keys():
listing_hood = listing["neighborhood"]
hood_query = {'_id': ObjectId(listing_hood["_id"])}
hood = hoodsCollection.find_one(hood_query)
ldatetime = datetime.datetime.strptime(listing["move_in"], '%Y%d%m')
idatetime = datetime.datetime.strptime(information["movein"], '%Y%m%d')
negative_score = 0
for must_have in hmust_haves:
if hood[must_have] != 1:
negative_score += 20
else :
passed_musthaves = False
for must_have in umust_haves:
if listing.has_key(must_have):
if listing[must_have] != 1 and must_have not in ["sublet_roomate", "studio"]:
negative_score += 20
passed_musthaves = True
if ldatetime >= idatetime:
passed_musthaves = False
if 0 not in bed_range:
if listing["studio"] == 1:
passed_musthaves = False
# if listing["bedroom"] in [0,1]:
# if "Top85_1bed" in hood.keys():
# if listing["studio"] == 1:
# if int(listing["price"]) < int(hood["Top85_studio"]):
# passed_musthaves = False
# else:
# if listing["price"] < hood["Top85_1bed"]:
# passed_musthaves = False
# if listing["bedroom"] == 2:
# if "Top85_2bed" in hood.keys():
# if int(listing["price"]) < int(hood["Top85_2bed"]):
# passed_musthaves = False
if passed_musthaves:
listing["score"] = 0
for key in listing.keys():
if key in udelighters:
if listing[key] == 1:
listing["score"] += 30
elif listing[key] == 1 and key in ['laundry', 'hardwood', 'lighting', 'kitchen', 'deck_balcony', 'ameneties', 'cieling'] :
listing["score"] +=10
for key in hood.keys():
if key in hdelighters:
if hood[key] == 1:
listing["score"] += 30
elif hood[key] == 1 and key in ['Safe', 'Locales_good', 'Parks']:
listing["score"] += 10
price = float(information["budget"] - listing["price"]) / float(information["budget"])
price_list.append(listing["price"])
price_score = price * 100.00
listing["score"] += int(price_score)
listing["score"] = listing["score"] - negative_score
score_list.append(listing["score"])
listing["relevance"] = (float(listing["score"]) * 20.00) / 200.00
if listing["relevance"] > 20:
listing["relevance"] = 20
final_filter.append(listing)
sorted_list = sorted(final_filter, key=itemgetter('score'), reverse=True)
final_list = []
if len(score_list) >0:
arr_score = numpy.array([score_list])
mean_score = int(numpy.mean(arr_score))
standard_dev_score = int(numpy.std(arr_score))
lower_score = mean_score-(standard_dev_score*2)
upper_score = mean_score+(standard_dev_score*2)
arr_price = numpy.array([price_list])
mean_price = int(numpy.mean(arr_price))
standard_dev_price = int(numpy.std(arr_price))
lower_price = mean_price-(int(standard_dev_price*1))
upper_price = mean_price+(int(standard_dev_price*2))
for element in sorted_list:
if element["score"] in range(lower_score, upper_score) and element["price"] in range(lower_price, upper_price):
final_list.append(element)
else:
final_list = sorted_list
complete_length = len(final_list)
if skipNumber < complete_length:
final_list = final_list[limitNumber:skipNumber]
else:
final_list = final_list[limitNumber:]
pages = int(math.ceil(float(complete_length) / float(requestItems)))
user_email = ""
if "email" in information.keys():
user_email = information["email"]
# returns the list of data objects
reponseObj.Data = ListingList(4,jsonpickle.decode(dumps(final_list)),complete_length, user_email, pages)
BaseUtils.SetOKDTO(reponseObj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponseObj)
print "There was an unexpected error: " , str(e)
print traceback.format_exc()
jsonObj = jsonpickle.encode(reponseObj, unpicklable=False)
response = Response(jsonObj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response
def saveUserPreferences():
reponseObj = Base()
try:
hood_must_have = dict()
hood_must_have["keywords"] = []
hood_delighter = dict()
hood_delighter["keywords"] = []
unit_must_have = dict()
unit_must_have["keywords"] = []
unit_delighter = dict()
unit_delighter["keywords"] = []
information = dict()
db_dict = dict()
unit_count_m = 1
hood_count_m = 1
unit_count_d = 1
hood_count_d = 1
apt_type_count = 1
unit_must_have["rooms"]=[]
for field in request.form:
preferencesStr = request.form[field]
if preferencesStr:
if field in ["Locales_good", "Parks", "Walkable", "Family", "Student_vibe", "Young_pro", "Quiet", "Classic", "Modern"]:
hood_delighter["keywords"].append(field)
elif field in ["Near_action", "Safe", "Easy_transport", "Parking"]:
hood_must_have["keywords"].append(field)
elif field in ["hardwood", "laundry", "lighting", "deck_balcony", "cieling", "kitchen", "spacing", "ameneties", "view", "modern", "classic", "loft"]:
unit_delighter["keywords"].append(field)
elif field in ["pet", "spacing", "lighting", "parking"]:
unit_must_have["keywords"].append(field)
elif field == "sublet_roomate":
unit_must_have["rooms"].extend((1,2,3,4,5))
unit_must_have["keywords"].append("sublet_roomate")
elif field == "studio":
unit_must_have["rooms"].extend((0,1,2))
unit_must_have["keywords"].append("studio")
elif field == "1bed":
unit_must_have["rooms"].append(1)
elif field == "2bed":
unit_must_have["rooms"].append(2)
elif field in ["firstname", "lastname", "email", "gender", "move_reason", "location", "transportation", "profession", "importance", "movein"]:
information[field] = preferencesStr
elif field in ["budget", "walking_time", "bike_time", "driving_time", "transit_time"]:
information[field] = int(preferencesStr)
if 'budget' not in information.keys():
information['budget'] = 5000
db_dict["information"] = information
db_dict["unit_must_have"] = unit_must_have
db_dict["unit_delighter"] = unit_delighter
db_dict["hood_must_have"] = hood_must_have
db_dict["hood_delighter"] = hood_delighter
preferencesCollection = db['preferences']
pref_id = preferencesCollection.insert(db_dict)
print "pref_id" , pref_id
reponseObj.Data = Preference(jsonpickle.decode(dumps(pref_id)))
#reponseObj.Data = {"preferenceId" : pref_id}
print "reponseObj.Data" , reponseObj.Data
# fromadd = "*****@*****.**"
# toadd = information["email"]
# msg = MIMEMultipart()
# msg['From'] = fromadd
# msg['To'] = toadd
# msg['Subject'] = "Socrex - Concierge reply"
# body = "Thank you for using our service, to view your personalized listings please follow this url:\n \nhttp://frontend-socrex-stage.herokuapp.com/#/listings/filter/"+str(pref_id)
# msg.attach(MIMEText(body, 'plain'))
# # Send the message via our own SMTP server, but don't include the
# # envelope header.
# s = smtplib.SMTP('smtp.gmail.com:587')
# s.ehlo()
# s.starttls()
# s.ehlo()
# s.login(fromadd, "monaco123")
# text = msg.as_string()
# s.sendmail(fromadd, toadd, text)
# s.quit()
BaseUtils.SetOKDTO(reponseObj)
# TODO: IMPLEMENT APROPIATE ERROR HANDLING
except Exception as e:
BaseUtils.SetUnexpectedErrorDTO(reponseObj)
print "There was an unexpected error: " , str(e)
print traceback.format_exc()
jsonObj = jsonpickle.encode(reponseObj, unpicklable=False)
response = Response(jsonObj)
response.headers.add('Access-Control-Allow-Origin', '*')
response.headers.add('Access-Control-Allow-Methods', 'POST, OPTIONS, GET')
return response