Load the Json file in hive with dynamic JSON Schema - hive

Question

I'm trying to load yelp_business JSON into hive table but not able to create schema for this json file in hive. Please let me know how to create schema for the below in hive. Depending on the business the attribute change in hive and I'm using json serde while creating a table.
{
"business_id": "8-NRKkPY1UiFXW20WXKiXg",
"name": "Filiberto's Mexican Food",
"neighborhood": "",
"address": "1440 N. Dysart Ave",
"city": "Avondale",
"state": "AZ",
"postal_code": "85323",
"latitude": 33.4481059352,
"longitude": -112.341302074,
"stars": 2.5,
"review_count": 40,
"is_open": 1,
"attributes": {
"Alcohol": "none",
"Ambi
ence": "{'romantic': False, 'intimate': False, 'classy': False, 'hipster': False, 'divey': False, 'touristy': False, 'trendy': False, 'upscale': False, 'c
asual': True}",
"BikeParking": "True",
"BusinessAcceptsCreditCards": "True",
"BusinessParking": "{'garage': False, 'street': False, 'validated': False, 'lot':
True, 'valet': False}",
"Caters": "False",
"GoodForKids": "True",
"GoodForMeal": "{'dessert': False, 'latenight': True, 'lunch': False, 'dinner': False, 'break
fast': False, 'brunch': False}",
"HasTV": "False",
"NoiseLevel": "average",
"OutdoorSeating": "False",
"RestaurantsAttire": "casual",
"RestaurantsDelivery": "False
",
"RestaurantsGoodForGroups": "True",
"RestaurantsPriceRange2": "1",
"RestaurantsReservations": "False",
"RestaurantsTableService": "False",
"RestaurantsTakeOut"
: "True",
"WheelchairAccessible": "True",
"WiFi": "no"
},
"categories": "Mexican, Restaurants",
"hours": {
"Monday": "0:0-0:0",
"Tuesday": "0:0-0:0",
"Wednesday": "0:0-0
:0",
"Thursday": "0:0-0:0",
"Friday": "0:0-0:0",
"Saturday": "0:0-0:0",
"Sunday": "0:0-0:0"
}
}
{
"business_id": "UTm5QZThPQlT35mkAcGOjg",
"name": "Maggie & Stella's Gifts",
"neighborhood": "Oakland",
"address": "209 Oakland Ave",
"city": "Pittsburgh",
"state"
: "PA",
"postal_code": "15213",
"latitude": 40.4414214,
"longitude": -79.9564571,
"stars": 3.5,
"review_count": 3,
"is_open": 1,
"attributes": {
"BikeParking": "True",
"Bu
sinessAcceptsCreditCards": "True",
"BusinessParking": "{'garage': False, 'street': False, 'validated': False, 'lot': False, 'valet': False}",
"RestaurantsPri
ceRange2": "2"
},
"categories": "Flowers & Gifts, Gift Shops, Shopping",
"hours": {
"Monday": "9:0-18:0",
"Tuesday": "9:0-18:0",
"Wednesday": "9:0-18:0",
"Thursday": "
9:0-18:0",
"Friday": "9:0-17:0",
"Saturday": "10:0-17:0"
}
}

Answer 1

Hive does not handle the dynamic schema.
What you can do is provide all the attributes weather applicable or not.