just wondering if anyone can come up with a smarter way to do this...
Let's say I have some documents in MongoDB with a version property, for example something like
{ ..., version: { major: 1, minor: 2, patch: 13 } }
, or { ..., version: "1.2.13" }
if it is easier.
What's the easiest way to find all documents that have version X.Y.Z or above? The way I'm doing it now is basically a huge $and clause.
compare collections in two different databases (source and destination, databases may be on the same or on different servers) select the collections to compare. analyze each document and tell if it has been added, removed or updated in source collections. synchronize the changes into destination collections.
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It is used to match the values of the fields that are equal to a specified value. It is used to match all values of the field that are not equal to a specified value. It is used to match values of the fields that are greater than a specified value.
You can use MongoDB's flexible schema model, which supports differently shaped documents in the same collection, to gradually update your collection's schema. As you update your schema model, the Schema Versioning pattern allows you to track these updates with version numbers.
Your first design is actually very good. The reason is because you can index the fields major
, minor
and patch
for fast reads.
Querying the data is actually much easier than using the $and
query. You can just use a basic query on matching fields:
e.g.
db.versions.find({major:1,minor:2,patch:20}) //give me documents of version 1.2.20
db.versions.find({major:1}) //give me all documents with major version 1
db.versions.find({major:1,minor:{$gte:2,$lte:5}}) //give me all documents of major version and minor versions between 2 and 5 inclusive.
You can create an index like
db.versions.ensureIndex({major:1,minor:1,patch:1})
The $and
query is mainly for the case where you want to run a more complex query on the same field multiple times. For instance, if you want to get major versions 1 and 2, you can use $and
.
db.versions.find({major:1,major:2})
will actually only return documents with major version 2. However, db.versions.find({a:$all:[1,2]})
would work too in this case. You should ideally avoid using $and
when you can because it actually spawns multiple queries for each expression in the $and
array and performs a union. This is much more expensive than the query samples I provided above.
If you use a fixed number of digits for the version number and store it as a string, you should be able to use $gte
.
"001.002.0013" > "001.002.0011" = true
"001.003.0013" > "001.002.0013" = true
"002.000.0000" > "001.002.0013" = true
"001.002.0012" > "001.002.0013" = false
"001.001.0013" > "001.002.0013" = false
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