MAPREDUCE basics: Difference between revisions
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pp = pprint.PrettyPrinter(indent=4) | pp = pprint.PrettyPrinter(indent=4) | ||
</pre> | </pre> | ||
<div class=q data-lang="py3"> | |||
<p class=strong>Show a list of countries found in North America</p> | |||
<pre class=def> | |||
from bson.code import Code | |||
temp = db.world.map_reduce( | |||
query={"continent":"Africa"}, | |||
map=Code("function(){emit(this.continent, this.name)}"), | |||
reduce=Code("function(key, values){return values.toString()}"), | |||
out={"inline":1} | |||
) | |||
pp.pprint( | |||
temp["results"] | |||
) | |||
</pre> | |||
<div class=ans> | |||
from bson.code import Code | |||
temp = db.world.map_reduce(query={"continent":"North America"},map=Code("function(){emit(this.continent, this.name)}"), reduce=Code("function(key, values){return values.toString()}"),out={"inline":1},) | |||
pp.pprint(temp["results"]) | |||
</div> | |||
</div> | |||
<div class=q data-lang="py3"> | |||
<p class=strong>Show the number of countries on each continent</p> | |||
<pre class=def> | |||
</pre> | |||
<div class=ans> | |||
from bson.code import Code | |||
temp = db.world.map_reduce(map=Code("function(){emit(this.continent, this.name)}"), reduce=Code("function(key, values){return values.length}"),out={"inline":1}) | |||
pp.pprint(temp["results"]) | |||
</div> | |||
</div> |
Revision as of 14:49, 29 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)
Show a list of countries found in North America
from bson.code import Code temp = db.world.map_reduce( query={"continent":"Africa"}, map=Code("function(){emit(this.continent, this.name)}"), reduce=Code("function(key, values){return values.toString()}"), out={"inline":1} ) pp.pprint( temp["results"] )
from bson.code import Code temp = db.world.map_reduce(query={"continent":"North America"},map=Code("function(){emit(this.continent, this.name)}"), reduce=Code("function(key, values){return values.toString()}"),out={"inline":1},) pp.pprint(temp["results"])
Show the number of countries on each continent
from bson.code import Code temp = db.world.map_reduce(map=Code("function(){emit(this.continent, this.name)}"), reduce=Code("function(key, values){return values.length}"),out={"inline":1}) pp.pprint(temp["results"])