Suppose that I have a collection with documents like below
{
"location" : "Tokyo",
"region" : "Asia",
"attraction": {
"transportation" : "Subway",
"food" : {
"food_0" : {
"name" : "Sushi",
"price" : 100,
"restaurant" : "Ookinza"
},
"food_1" : {
"name" : "Sashimi",
"price" : 200,
"restaurant" : "Hibiki"
},
"food_2" : {
"name" : "N/A",
"price" : "N/A",
"restaurant" : "N/A"
}
}
}
},
{
"location" : "Taipei",
"region" : "Asia",
"attraction": {
"transportation" : "Subway",
"food" : {
"food_0" : {
"name" : "Bubble tea",
"price" : 50,
"restaurant" : "The Alley"
},
"food_1" : {
"name" : "Oyster cake",
"price" : 100,
"restaurant" : "Night market"
},
"food_2" : {
"name" : "N/A",
"price" : "N/A",
"restaurant" : "N/A"
}
}
}
},
{
"location" : "Toronto",
"region" : "North America",
"attraction": {
"transportation" : "Uber",
"food" : {
"food_0" : {
"name" : "Raman",
"price" : 300,
"restaurant" : "Kinto"
},
"food_1" : {
"name" : "Bubble tea",
"price" : 200,
"restaurant" : "Fresh Fruit"
},
"food_2" : {
"name" : "N/A",
"price" : "N/A",
"restaurant" : "N/A"
}
}
}
},
How do I find documents that have matching field in the child object of Food?
i.e. If I want to find document that has restaurant:"Fresh Tea"?
Currently what I have:
app.get(route, (req, res) => {
var detail = {};
if(req.query.location){
detail['location'] = req.query.location.toUpperCase();
}
if(req.query.region){
detail['region'] = req.query.region.toUpperCase();
}
if(req.query.transportation){
detail['attraction.transportation'] = new RegExp(req.query.transportation.split(","), "i"),
}
if(req.query.restaurant){
detail['attraction.food.food_0'] = req.query.restaurant;
}
db.collection(config.dbCollections.foodDB)
.aggregate([
$match: detail,
},
{
$lookup: {
... // code continues
Right now detail['attraction.food.food_0'] = req.query.restaurant
is only able to find document that has matching food_0.restaurant, but I still can’t find a way to make it check all child objects within "food".
Updated with more info:
User has the option to enter multiple search categories, and I want to combine all the search requests into "detail" and find all matching results. I.e. If user looks for transportation="Subway"
and food="Bubble tea"
, then both Taipei and Toronto should come up as result.
2
Answers
Using dynamic value as field name is generally considered as anti-pattern and should be avoided. Nevertheless, you can convert the object
attraction.food
to an array of k-v tuple and perform the search with your criteria. For your case,$anyElementTrue
with$map
will help with processing the array.Here is the Mongo Playground for your reference.
A possible aggregation pipeline
$addFields
and$objectToArray
which does something similar to javascriptObject.entries()
$project
0
playground