Created
June 29, 2014 10:52
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Using hint to increase specific query's performance on indexed collections
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// Suppose, we have 10000000 documents stored in bar collections (foo database) | |
use foo | |
for(var i = 0; i< 10000000; i++)(db.bar.insert({'a':i, 'b':i, 'c':i})) | |
// We create indexes for them | |
db.bar.ensureIndex({'a':1}) | |
db.bar.ensureIndex({'b':1}) | |
db.bar.ensureIndex({'c':1}) | |
db.bar.ensureIndex({'a':1, 'b':1,'c':1}) | |
// Let query a number of document using $gt, $lt, sort the result & explain it. Note the number of scanned document & milis. | |
db.bar.find({'a':{$gt:500}, 'b':{$lt:500000}, 'c': 350555}).sort({'a':1}).explain() | |
// Let's use hint to speed up the above query. We'll hint 'a' 1st and see what happen next | |
db.bar.find({'a':{$gt:500}, 'b':{$lt:500000}, 'c': 350555}).sort({'a':1}).hint({'a':1}).explain() | |
// It was slightly better. What about we hint 'b' now | |
db.bar.find({'a':{$gt:500}, 'b':{$lt:500000}, 'c': 350555}).sort({'a':1}).hint({'b':1}).explain() | |
// Looks better. Let's hint 'c' | |
db.bar.find({'a':{$gt:500}, 'b':{$lt:500000}, 'c': 350555}).sort({'c':1}).hint({'b':1}).explain() | |
// Perfect ! Now, we should understand which index we should hint to increase our query's performance :D |
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