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Using as a graph database for finding "friends" of "friends" in MongoDb

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mongodump with replica set with oplog throws error: "oplog mode is only supported on full dumps"

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Update MongoDB collection with $toLower or $toUpper

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Without JOINs, what is the right way to handle data in document databases?