Is it possible to type cast data inside an aggregation pipeline on MongoDB?
aggregation-framework, mongodb
Solution
Yes, you can use `$substr` for casting a number to a string. Your missing link would look like:
{
$project: {
day_s: { $substr: [ "$day", 0, 2 ] },
mon_s: { $substr: [ "$month", 0, 2 ] },
year_s: { $substr: [ "$year", 0, 4 ] }
}
}
Problem
When I need to aggregate things by date using the `aggregate` command on MongoDB, I usually do this: ``` db.mycollection.aggregate( { $project: { day: {$dayOfMonth: "$date"}, mon: {$month: "$date"}, year: {$year: "$date"}, } }, { $group: { _id : {day: "$day", mon: "$mon", year: "$year"}, count: {$sum: 1} } } ) ``` and eventually concatenate the `day`, `mon`, and `year` fields into a date string in the application. For many reasons though, sometimes I want to concatenate the fields before leaving the database, so I initially tried: ``` db.mycollection.aggregate( { $project: { day: {$dayOfMonth: "$date"}, mon: {$month: "$date"}, year: {$year: "$date"}, } }, $project: { datestr: { $concat : ["$year", "-", "$month", "-", "$day"] } } }, { $group: { _id : {day: "$day", mon: "$mon", year: "$year"}, count: {$sum: 1} } } ) ``` This won't work because `$concat` expects strings and `day`, `mon` and `year` are integers. So, my question is: can I type cast a field with the `$project` operation?