Created
November 22, 2012 16:37
-
-
Save levicook/4132037 to your computer and use it in GitHub Desktop.
modeling friends and calculating mutual friends w/ mongodb
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
// ------------------------------------------------------------------ | |
// Friend collection, where _id is a user.Id and Friends is a list, of user.Id. | |
// Note: friending and unfriending is a two step operation in this scheme: | |
> db.friends.find() | |
{ "_id" : 1, "friends" : [ 2, 3, 4 ] } | |
{ "_id" : 2, "friends" : [ 1, 3, 5 ] } | |
{ "_id" : 3, "friends" : [ 1, 2, 4, 5 ] } | |
{ "_id" : 4, "friends" : [ 1, 3, 5 ] } | |
{ "_id" : 5, "friends" : [ 2, 3, 4 ] } | |
// 1 and 2 mutual friends: | |
> db.friends.aggregate([{$match: {_id: {$in: [1,2]}}}, {$unwind: "$friends"}, {$group: {_id: "$friends", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 3 } ], "ok" : 1 } | |
// 1 and 3 mutual friends: | |
> db.friends.aggregate([{$match: {_id: {$in: [1,3]}}}, {$unwind: "$friends"}, {$group: {_id: "$friends", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 4 }, { "_id" : 2 } ], "ok" : 1 } | |
// 1 and 4 mutual friends: | |
> db.friends.aggregate([{$match: {_id: {$in: [1,4]}}}, {$unwind: "$friends"}, {$group: {_id: "$friends", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 3 } ], "ok" : 1 } | |
// 1 and 5 mutual friends: | |
> db.friends.aggregate([{$match: {_id: {$in: [1, 5]}}}, {$unwind: "$friends"}, {$group: {_id: "$friends", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 4 }, { "_id" : 3 }, { "_id" : 2 } ], "ok" : 1 } | |
// 2 and 4 mutual friends: | |
> db.friends.aggregate([{$match: {_id: {$in: [2, 4]}}}, {$unwind: "$friends"}, {$group: {_id: "$friends", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 5 }, { "_id" : 3 }, { "_id" : 1 } ], "ok" : 1 } | |
// 1, 2 and 3 mutual friends: | |
> db.friends.aggregate([{$match: {_id: {$in: [1,2,3]}}}, {$unwind: "$friends"}, {$group: {_id: "$friends", count: {$sum: 1}}}, {$match: {count: 3}}, {$project: {_id: 1}}]) | |
{ "result" : [ ], "ok" : 1 } // have no friends in common. | |
// 1, 2 and 4 mutual friends: | |
> db.friends.aggregate([{$match: {_id: {$in: [1,2,4]}}}, {$unwind: "$friends"}, {$group: {_id: "$friends", count: {$sum: 1}}}, {$match: {count: 3}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 3 } ], "ok" : 1 } // have one friend in common: user 3 | |
// ------------------------------------------------------------------ | |
// Friendship collection, where _id is calculated by sorting and | |
// and joining two friends user.Id | |
// | |
// Note: friending and unfriending is a one step operation in this | |
// scheme: | |
// encode the exact same friend relationships as above. | |
> db.friendships.insert([ | |
{ "_id" : "1|2", "u" : [1, 2] }, | |
{ "_id" : "1|3", "u" : [1, 3] }, | |
{ "_id" : "1|4", "u" : [1, 4] }, | |
//{ "_id" : "1|2", "u" : [2, 1] }, // omit -- id exists above | |
{ "_id" : "2|3", "u" : [2, 3] }, | |
{ "_id" : "2|5", "u" : [2, 5] }, | |
//{ "_id" : "1|3", "u" : [3, 1] }, // omit -- id exists above | |
//{ "_id" : "2|3", "u" : [3, 2] }, // omit -- id exists above | |
{ "_id" : "3|4", "u" : [3, 4] }, | |
{ "_id" : "3|5", "u" : [3, 5] }, | |
//{ "_id" : "1|4", "u" : [4, 1] }, // omit -- id exists above | |
//{ "_id" : "3|4", "u" : [4, 3] }, // omit -- id exists above | |
{ "_id" : "4|5", "u" : [4, 5] }, | |
//{ "_id" : "2|5", "u" : [5, 2] }, // omit -- id exists above | |
//{ "_id" : "3|5", "u" : [5, 3] }, // omit -- id exists above | |
//{ "_id" : "4|4", "u" : [5, 4] }, // omit -- id exists above | |
]) | |
> db.friendships.find() | |
{ "_id" : "1|2", "u" : [ 1, 2 ] } | |
{ "_id" : "1|3", "u" : [ 1, 3 ] } | |
{ "_id" : "1|4", "u" : [ 1, 4 ] } | |
{ "_id" : "2|3", "u" : [ 2, 3 ] } | |
{ "_id" : "2|5", "u" : [ 2, 5 ] } | |
{ "_id" : "3|4", "u" : [ 3, 4 ] } | |
{ "_id" : "3|5", "u" : [ 3, 5 ] } | |
{ "_id" : "4|5", "u" : [ 4, 5 ] } | |
//# 1 and 2 mutual friends: | |
> db.friendships.aggregate([{$match: {u: {$in: [1,2]}}}, {$project: {_id: 0, u: 1}}, {$unwind: "$u"}, {$match: {u: {$nin: [1,2]}}}, {$group: {_id: "$u", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 3 } ], "ok" : 1 } | |
//# 1 and 3 mutual friends: | |
> db.friendships.aggregate([{$match: {u: {$in: [1,3]}}}, {$project: {_id: 0, u: 1}}, {$unwind: "$u"}, {$match: {u: {$nin: [1,3]}}}, {$group: {_id: "$u", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 4 }, { "_id" : 2 } ], "ok" : 1 } | |
//# 1 and 4 mutual friends: | |
> db.friendships.aggregate([{$match: {u: {$in: [1,4]}}}, {$project: {_id: 0, u: 1}}, {$unwind: "$u"}, {$match: {u: {$nin: [1,4]}}}, {$group: {_id: "$u", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 3 } ], "ok" : 1 } | |
//# 1 and 5 mutual friends: | |
> db.friendships.aggregate([{$match: {u: {$in: [1,5]}}}, {$project: {_id: 0, u: 1}}, {$unwind: "$u"}, {$match: {u: {$nin: [1,5]}}}, {$group: {_id: "$u", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 4 }, { "_id" : 3 }, { "_id" : 2 } ], "ok" : 1 } | |
//# 2 and 4 mutual friends: | |
> db.friendships.aggregate([{$match: {u: {$in: [2,4]}}}, {$project: {_id: 0, u: 1}}, {$unwind: "$u"}, {$match: {u: {$nin: [2,4]}}}, {$group: {_id: "$u", count: {$sum: 1}}}, {$match: {count: 2}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 5 }, { "_id" : 3 }, { "_id" : 1 } ], "ok" : 1 } | |
//# 1, 2 and 3 mutual friends: | |
> users = [1,2,3] | |
> db.friendships.aggregate([{$match: {u: {$in: users}}}, {$project: {_id: 0, u: 1}}, {$unwind: "$u"}, {$match: {u: {$nin: users}}}, {$group: {_id: "$u", count: {$sum: 1}}}, {$match: {count: users.length}}, {$project: {_id: 1}}]) | |
{ "result" : [ ], "ok" : 1 } | |
//# 1, 2 and 4 mutual friends: | |
> users = [1,2,4] | |
> db.friendships.aggregate([{$match: {u: {$in: users}}}, {$project: {_id: 0, u: 1}}, {$unwind: "$u"}, {$match: {u: {$nin: users}}}, {$group: {_id: "$u", count: {$sum: 1}}}, {$match: {count: users.length}}, {$project: {_id: 1}}]) | |
{ "result" : [ { "_id" : 3 } ], "ok" : 1 } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
friendship relation schema can be {source:String, target:String, status:String}
status can be accepted,pending,rejected,muted.. like that. instead of using _id to store both users id.