Created
May 8, 2012 14:35
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Sharded Map Reduce
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use digg | |
//Map reduce functions | |
map = function() { | |
emit(this.user.name, {diggs: this.diggs, posts: 1}); | |
} | |
reduce = function(key, values) { | |
var diggs = 0; | |
var posts = 0; | |
values.forEach(function(doc) { | |
diggs += doc.diggs; | |
posts += doc.posts; | |
}); | |
return {diggs: diggs, posts: posts}; | |
} | |
//Output in the same database to collection digger_users. | |
//Works from MongoD and MongoS | |
db.stories.mapReduce(map, reduce, {out: 'digg_users'}); | |
//Output in different database and collection. | |
//Works from MongoD | |
//Does not work from MongoS - uncaught exception: map reduce failed:{ "ok" : 0, "errmsg" : "can't use out 'db' with non-sharded db" } | |
db.stories.mapReduce(map, reduce, {out : {replace : "collectionName", db : "otherDB"}}); | |
//Enable sharding on the input database, specify sharded : true | |
// | |
sh.enableSharding('digg') | |
sh.shardCollection('digg.stories',{'_id':1}); | |
db.stories.mapReduce(map, reduce, {out : {replace : "collectionName", db : "otherDB", sharded : true}}); | |
//This one works | |
db.stories.mapReduce(map, reduce, {out : {replace : "otherDB.collectionName", sharded : true}}); | |
sh.enableSharding('otherDB') | |
sh.shardCollection('otherDB.collectionName',{'_id':1}); | |
db.sourcecollection.mapReduce(map, reduce, {out : {replace : "otherDB.collectionName", sharded : true}}); | |
db.runCommand( | |
{ mapreduce : 'stories', | |
map : map, | |
reduce : reduce, | |
out : {replace : "otherDB.collectionName", sharded : true}, | |
verbose : true | |
}) |
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