Reputation: 63
I need to print the documents with more than the average of one field in the same collection.
In the aggregation pipeline, I am not getting the avg_pmnt parameter available to $match
stage (next stage)
For the following code
db.payments.aggregate([
{$group: {
"_id":1,
"avg_pmnt": {$avg: "$AMOUNT"},
"AMNT": {$push: "$AMOUNT"}
} },
{$unwind: "$AMNT"},
{$project: {avg_pmnt: "$avg_pmnt", AMNT: "$AMNT"}},
])
I am getting the following output:
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 14191 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 32642 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 33348 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 45864 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 82261 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 7565 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 44895 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 19502 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 47924 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 49524 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 50219 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 1491 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 17876 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 34638 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 101245 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 85411 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 11044 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 83598 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 6067 }
{ "_id" : 1, "avg_pmnt" : 32431.65567765568, "AMNT" : 14571 }
Type "it"
for more
But I want to filter them
so, I tried this:
db.payments.aggregate([
{$group: {
"_id":1,
"avg_pmnt": {$avg: "$AMOUNT"},
"AMNT": {$push: "$AMOUNT"}
} },
{$unwind: "$AMNT"},
{$project: {avg_pmnt: "$avg_pmnt", AMNT: "$AMNT"}},
{$match: {AMNT: {$gt: "$avg_pmnt"} }}
])
For which I am not getting any documents (empty set).
I also tried
db.payments.aggregate([
{$group: {
"_id":1,
"avg_pmnt": {$avg: "$AMOUNT"},
"AMNT": {$push: "$AMOUNT"}
} },
{$unwind: "$AMNT"},
{$project: {avg_pmnt: "$avg_pmnt", AMNT: "$AMNT"}},
{$match: {AMNT: {$gt: 1} }}
])
for which I am getting all the documents as the condition satisfies for every document.
Upvotes: 1
Views: 202
Reputation: 12817
you can also use $redact
to compare within the same document fields and filter the documents
db.payments.aggregate([
{$group: { "_id":1, "avg_pmnt": {$avg: "$AMOUNT"}, "AMNT": {$push: "$AMOUNT"} } },
{$unwind: "$AMNT"},
{$project: {avg_pmnt: "$avg_pmnt", AMNT: "$AMNT"}},
{$redact :{$cond : [{$gt: ["$AMNT", "$avg_pmnt" ]},"$$DESCEND","$$PRUNE"]}}
])
Upvotes: 2
Reputation: 49945
You should use $expr as you're trying to compare two fields inside of $match
stage
db.payments.aggregate([
{$group: { "_id":1, "avg_pmnt": {$avg: "$AMOUNT"}, "AMNT": {$push: "$AMOUNT"} } },
{$unwind: "$AMNT"},
{$project: {avg_pmnt: "$avg_pmnt", AMNT: "$AMNT"}},
{$match: { $expr: { $gt: [ "$AMNT", "$avg_pmnt" ] } } }
])
Upvotes: 1