AGGREGATE world: Difference between revisions
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<div class=q data-lang="py3"> | <div class=q data-lang="py3"> | ||
Give the <code>name</code> and the <b>population density</b> of all countries. | Give the <code>name</code> and the <b>population density</b> of all countries. Ignore results where the density is "None". | ||
<div class="hint" title="How to calculate population density"> | <div class="hint" title="How to calculate population density"> | ||
population density is the population divided by the area | population density is the population divided by the area | ||
| Line 55: | Line 55: | ||
"name":1, | "name":1, | ||
"density": {"$divide": [10000,"$area"]} | "density": {"$divide": [10000,"$area"]} | ||
}}, | |||
{"$match":{ | |||
"density": {"$ne":None} | |||
}} | }} | ||
]) | ]) | ||
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</pre> | </pre> | ||
<div class=ans> | <div class=ans> | ||
pp.pprint(list( | pp.pprint(list(db.world.aggregate([{"$match":{"area":{"$ne":0}}},{"$project":{"_id":0,"name":1,"density":{"$divide":["$population","$area"]}}},{"$match":{"density":{"$ne":None}}}]))) | ||
)) | |||
</div> | </div> | ||
</div> | </div> | ||
Revision as of 12:22, 17 July 2015
#ENCODING
import io
import sys
sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-16')
#MONGO
from pymongo import MongoClient
client = MongoClient()
client.progzoo.authenticate('scott','tiger')
db = client['progzoo']
#PRETTY
import pprint
pp = pprint.PrettyPrinter(indent=4)
Country Profile
For these questions you should use aggregate([]) on the collection world
Give the name and the per capita GDP for those countries with a population of at least 200 million.
per capita GDP is the GDP divided by the population.
pp.pprint(list(
db.world.aggregate([
{"$match":{
"population":{"$gte":250000000}
}},
{"$project":{
"_id":0,
"name":1,
"per capita GDP": {"$divide": ["$gdp",1000000]}
}}
])
))
pp.pprint(list(db.world.aggregate([{"$match":{"population":{"$gte":200000000}}},{"$project":{"_id":0,"name":1,"per capita GDP": {"$divide": ["$gdp","$population"]}}}])))
Give the name and the population density of all countries. Ignore results where the density is "None".
population density is the population divided by the area
Use a $match. {"area":{"$ne":0}}
pp.pprint(list(
db.world.aggregate([
{"$project":{
"_id":0,
"name":1,
"density": {"$divide": [10000,"$area"]}
}},
{"$match":{
"density": {"$ne":None}
}}
])
))
pp.pprint(list(db.world.aggregate([{"$match":{"area":{"$ne":0}}},{"$project":{"_id":0,"name":1,"density":{"$divide":["$population","$area"]}}},{"$match":{"density":{"$ne":None}}}])))