The following are my two entries in my collection
{
'_id': ObjectId('6287443338ed135a9e0b1b9d'),
'data': [{'pChange': 166.9602348545503, 'strikePrice': 34000},
{'pChange': -55.820553402827045, 'strikePrice': 34000},
{'pChange': -60.35031847133758, 'strikePrice': 33600},
{'pChange': -49.24757466962035, 'strikePrice': 34500}],
'timestamp': '20-May-2022 13:01:59'
},
{
'_id': ObjectId('7287443338ed13532e0b1b4y'),
data': [{'pChange': 24.8545503, 'strikePrice': 34000},
{'pChange': -51.827045, 'strikePrice': 34100},
{'pChange': -20.133758, 'strikePrice': 33900},
{'pChange': -40.57962035, 'strikePrice': 33500}],
timestamp': '20-May-2022 13:02:45'
},
I want all the entries with their strike price = 34000.
Expected Result:
{
'_id': ObjectId('6287443338ed135a9e0b1b9d'),
'data': [{'pChange': 166.9602348545503, 'strikePrice': 34000},
{'pChange': -55.820553402827045, 'strikePrice': 34000},],
'timestamp': '20-May-2022 13:01:59'
},
{
'_id': ObjectId('7287443338ed13532e0b1b4y'),
data': [{'pChange': 24.8545503, 'strikePrice': 34000}}],
timestamp': '20-May-2022 13:02:45'
},
Use $unwind
to get every array element into its own document. We can then use $match
to filter by strkePrice
. In the end we $group
to re-assemble the array.
db.collection.aggregate({
$unwind: "$data"
},
{
$match: {
"data.strikePrice": 34000
}
},
{
$group: {
_id: "$_id",
data: {
$push: "$data"
}
}
})