So I need a custom field calculated in MongoDB as follows
if( field1 =="A") ->customfield=10 else if(field1 =="B" )->customfield=20 else (field1 =="C" ) ->customfield=15
I'm using aggregation along with the $project statement. But the $cond operator doesn't allow elseif (subbranching the else) and merely allows two static branches if and else. Using a nested elseif causes
"exception: field inclusion is not allowed inside of $expressions"
Heres my query(which gives me the error)
db.items.aggregate([ { $project : { name: 1, customfield: { $cond: { if: { $eq: [ "$field1", "4" ] }, then: 30, else: { if: { $eq: ["$field1","8"]}, then: 25, else: 10}} } }},{ $sort: { customfield: 1 }},{$limit:12}]);
Is there a method or workaround to this. My apologies if this is a repeated question but I wasn't able to find a similar one.
What is Aggregation in MongoDB? Aggregation is a way of processing a large number of documents in a collection by means of passing them through different stages. The stages make up what is known as a pipeline. The stages in a pipeline can filter, sort, group, reshape and modify documents that pass through the pipeline.
As with many other database systems, MongoDB allows you to perform a variety of aggregation operations. These allow you to process data records in a variety of ways, such as grouping data, sorting data into a specific order, or restructuring returned documents, as well as filtering data as one might with a query.
What is MongoDB $unwind? The MongoDB $unwind operator is used to deconstruct an array field in a document and create separate output documents for each item in the array.
On large collections of millions of documents, MongoDB's aggregation was shown to be much worse than Elasticsearch. Performance worsens with collection size when MongoDB starts using the disk due to limited system RAM. The $lookup stage used without indexes can be very slow.
With modern releases ( since MongoDB 3.4 ) you would use $switch
, which is basically the counterpart to switch
or case
keywords in other language implementations:
db.items.aggregate([ { "$project": { "name": 1, "customfield": { "$switch": { "branches": [ { "case": { "$eq": [ "$field1", "4" ] }, "then": 30 }, { "case": { "$eq": [ "$field1", "8" ] }, "then": 25 } ], "default": 10 } } }}, { "$sort": { customfield: 1 }}, { "$limit":12 } ])
This avoids nesting the if..then..else
conditions as can be done using $cond
and shown below. But the below still shows as an example that this could always be done, even before the new operator of even the explicit if..then..else
keywords since the original array notation always maintained that syntax.
Noting also that an array of conditions here is typically also a lot easier to construct programatically than creating a nested data structure for the statement as was needed with $cond
.
The if..then..else
keywords to the $cond
operator are only a recent addition as of recent versions of MongoDB at the time of writing ( MongoDB 2.6 was the introduction of the keywords. The actual operator was available with release of the aggregation framework in MongoDB 2.2 ). The intention was for clarity but in this case it seems to has caused some confusion.
As an if..then.else
operator $cond
is indeed a ternary operator, just as would be implemented in many programming languages. This means as an "inline" conditional, rather than creating "blocks" of logic to the conditions, anything that does not meet the first condition belongs under else
.
Therefore you "nest" the statements rather than follow blocks:
db.items.aggregate([ { "$project": { "name": 1, "customfield": { "$cond": { "if": { "$eq": [ "$field1", "4" ] }, "then": 30, "else": { "$cond": { "if": { "$eq": ["$field1","8"]}, "then": 25, "else": 10 } } } } }}, { "$sort": { customfield: 1 }}, { "$limit":12 } ]);
Or even with the original array notation, which some might prefer if building the statement programatically:
db.items.aggregate([ { "$project": { "name": 1, "customfield": { "$cond": [ { "$eq": [ "$field1", "4" ] }, 30, { "$cond": [ { "$eq": ["$field1","8"] }, 25, 10 ]} ] } }}, { "$sort": { customfield: 1 }}, { "$limit":12 } ]);
Ternary means three conditions, no more no less. So all if..then..else
logic must be nested.
MongoDB 3.4 has a new thing called $switch
for this exact thing!
$switch: { branches: [ { case: <expression>, then: <expression> }, { case: <expression>, then: <expression> }, ... ], default: <expression> }
https://docs.mongodb.com/manual/reference/operator/aggregation/switch/
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