Group by several fields and custom sums with two conditions - mongodb

Question

I want to group rows with two conditions. The first one to get total (now it works), the second to get unread messages. I cannot imagine how to do it. Inserts are:
db.messages.insert({'source_user': 'test1', 'destination_user': 'test2', 'is_read': true})
db.messages.insert({'source_user': 'test1', 'destination_user': 'test2', 'is_read': false})
db.messages.insert({'source_user': 'test1', 'destination_user': 'test3', 'is_read': true})
my code:
db.messages.aggregate([
{'$match': {'source_user': user}},
{'$group': {
'_id': {
'source_user': '$source_user',
'destination_user': '$destination_user',
'is_read': '$is_read'
},
'total': {'$sum': 1}}
},
{'$project': {
'source_user': '$_id.source_user',
'destination_user': '$_id.destination_user',
#'unread': {'$sum': {'$_id.is_read': False}},
'total': '$total',
'_id': 0
}}
])
as a result I want to get:
[{
'source_user': 'test1',
'destination_user': 'test2',
'unread': 1,
'total': 2
}, {
'source_user': 'test1',
'destination_user': 'test3',
'unread': 0,
'total': 1
}
]
Should I add a new group or I can use $is_read flag in the same group?
Thank you!

Answer 1

You can count unread messages the same way you do it for total but you need to apply $cond to add 0 only for those that are read and 1 for other ones:
db.messages.aggregate([
{'$match': {'source_user': user}},
{'$group': {
'_id': {
'source_user': '$source_user',
'destination_user': '$destination_user'
},
'total': {'$sum': 1},
'unread': {'$sum': { '$cond': [ '$is_read', 0, 1 ] }}
}
},
{'$project': {
'source_user': '$_id.source_user',
'destination_user': '$_id.destination_user',
'total': 1,
'unread': 1,
'_id': 0
}}
])
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