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dataloader.py
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dataloader.py
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import json
import pandas as pd
def process_discovery(discovery):
new_discovery = {}
new_discovery['id'] = discovery['_id']['$oid']
new_discovery['prompt'] = discovery['prompt']
new_discovery['view_count'] = discovery['view_count']
new_discovery['language'] = discovery['language']
new_destinations = []
for destination in discovery['discoveries']:
try:
new_destinations.append({
'parent_id': new_discovery['id'],
'name': destination['name'],
'description': destination['description'],
'countrycode': destination['countrycode'],
'country': destination['country'],
'photo': destination['photo'],
'latitude': destination['latitude'],
'longitude': destination['longitude'],
'language': discovery['language']})
except Exception as e:
continue
return new_discovery,new_destinations
class VooyaiDataloader:
def __init__(self,file_path):
with open(file_path+"vooyai.discoveries.json") as file:
#Load discoveries
raw_discoveries = json.load(file)
# Get clean discoveries and destinations
self.discoveries = []
self.destinations = []
for raw_discovery in raw_discoveries:
clean_discovery, clean_destinations = process_discovery(raw_discovery)
self.discoveries.append(clean_discovery)
self.destinations.extend(clean_destinations)
#Now create (and clean) dataframes
self.discoveries_df = pd.DataFrame(self.discoveries)
self.destinations_df = pd.DataFrame(self.destinations)
with open(file_path+"vooyai.itineraries.json") as file:
self.itineraries = json.load(file)
with open(file_path+"vooyai.metrics.json") as file:
self.metrics = json.load(file)
with open(file_path+"vooyai.sites.json") as file:
self.sites = json.load(file)