Find in Double Nested Array MongoDB

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误落风尘
误落风尘 2020-11-22 00:55

I have this Collection in mongodb

{
\"_id\" : \"777\",
\"someKey\" : \"someValue\",
\"someArray\" : [
    {
        \"name\" : \"name1\",
        \"someNeste         


        
2条回答
  •  抹茶落季
    2020-11-22 01:44

    In the simplest sense this just follows the basic form of "dot notation" as used by MongoDB. That will work regardless of which array member the inner array member is in, as long as it matches a value:

    db.mycollection.find({
        "someArray.someNestedArray.name": "value"
    })
    

    That is fine for a "single field" value, for matching multiple-fields you would use $elemMatch:

    db.mycollection.find({
        "someArray": { 
            "$elemMatch": {
                "name": "name1",
                "someNestedArray": {
                    "$elemMatch": {
                        "name": "value",
                        "otherField": 1
                    }
                }
            }
        }
    })
    

    That matches the document which would contain something with a a field at that "path" matching the value. If you intended to "match and filter" the result so only the matched element was returned, this is not possible with the positional operator projection, as quoted:

    Nested Arrays

    The positional $ operator cannot be used for queries which traverse more than one array, such as queries that traverse arrays nested within other arrays, because the replacement for the $ placeholder is a single value

    Modern MongoDB

    We can do this by applying $filter and $map here. The $map is really needed because the "inner" array can change as a result of the "filtering", and the "outer" array of course does not match the conditions when the "inner" was stripped of all elements.

    Again following the example of actually having multiple properties to match within each array:

    db.mycollection.aggregate([
      { "$match": {
        "someArray": {
          "$elemMatch": {
             "name": "name1",
             "someNestedArray": {
               "$elemMatch": {
                 "name": "value",
                 "otherField": 1
               }
             }
           }
        }
      }},
      { "$addFields": {
        "someArray": {
          "$filter": {
            "input": {
              "$map": {
                "input": "$someArray",
                "as": "sa",
                "in": {
                  "name": "$$sa.name",
                  "someNestedArray": {
                    "$filter": {
                      "input": "$$sa.someNestedArray",
                      "as": "sn",
                      "cond": {
                        "$and": [
                          { "$eq": [ "$$sn.name", "value" ] },
                          { "$eq": [ "$$sn.otherField", 1 ] }
                        ]
                      }
                    }
                  }             
                }
              },
            },
            "as": "sa",
            "cond": {
              "$and": [
                { "$eq": [ "$$sa.name", "name1" ] },
                { "$gt": [ { "$size": "$$sa.someNestedArray" }, 0 ] }
              ]
            }
          }
        }
      }}
    ])
    

    Therefore on the "outer" array the $filter actually looks at the $size of the "inner" array after it was "filtered" itself, so you can reject those results when the whole inner array does in fact match noting.

    Older MongoDB

    In order to "project" only the matched element, you need the .aggregate() method:

    db.mycollection.aggregate([
        // Match possible documents
        { "$match": {
            "someArray.someNestedArray.name": "value"
        }},
    
        // Unwind each array
        { "$unwind": "$someArray" },
        { "$unwind": "$someArray.someNestedArray" },
    
        // Filter just the matching elements
        { "$match": {
            "someArray.someNestedArray.name": "value"
        }},
    
        // Group to inner array
        { "$group": {
            "_id": { 
                "_id": "$_id", 
                "name": "$someArray.name"
            },
            "someKey": { "$first": "$someKey" },
            "someNestedArray": { "$push": "$someArray.someNestedArray" }
        }},
    
        // Group to outer array
        { "$group": {
            "_id": "$_id._id",
            "someKey": { "$first": "$someKey" },
            "someArray": { "$push": {
                "name": "$_id.name",
                "someNestedArray": "$someNestedArray"
            }}
        }} 
    ])
    

    That allows you to "filter" the matches in nested arrays for one or more results within the document.

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