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August 29, 2015 14:03
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Sparse index on mongodb
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// Let's create a tournaments database where it has fighters table with few documents in it | |
use tournaments | |
db.fighters.insert({'name':'Ryu', 'ultimate': 'shinkuu hadou ken'}) | |
db.fighters.insert({'name':'Ken', 'ultimate': 'Shoryureppa'}) | |
db.fighters.insert({'name':'Dan'}) | |
db.fighters.insert({'name':'Zangief'}) | |
// We want to put an index on the name & ultimate fields to speed its query by name's performance (no multi key index applied) | |
db.fighters.ensureIndex({'name':1, 'ultimate':1}) | |
// then, we have thought that we want to put a unique key on the ultimate field | |
db.fighters.ensureIndex({'ultimate':1},{'unique':true}) | |
// But, it won't work and we still need to do this. This is the case where the sparse index is needed for. | |
db.fighters.ensureIndex({'ultimate':1},{'unique':true, 'sparse':true}) | |
// Now, If we want to query fighters where we want to get any documents that have indexed 'ultimate' values, we'll do query as follow: | |
db.fighters.find().hint({'ultimate':1}) | |
// What if we want to query fighters that does not have ultimate values , yet , we still hint the query to look at indexed ultimate key ? | |
// We could attempt on doing that, but it would return no result | |
db.fighters.find({'ultimate': null}).hint({'ultimate':1}) |
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