How to calculate score for query of $and $or document?

MongoDB Atlas Atlas Search
1

Hi Everyone,

I have query like:

{ $and: [{“status”: “published”},{“enableLocale.en”: true},{“modelSlug”:{$ne: “abc_abc”} }, {“enableListing.en”: true}, {$or: [ { “countryTagsName.en”: “Pakistan” }, {“agencyTagsName.en”: “Abcde”}, {“agencyTagsName.en”: “Abcdef”}, {“focusTagsName.en”: “Education”}, {“tagsName.en”: “|Abcdefg”}]}]}

how can we calculate score for documents that match the query?

3

Please read Formatting code and log snippets in posts and update your query.

Please provide sample documents.

Please define by what you mean by

2 Likes
4

Ok @steevej
let say I’m running this simple query in my dataset

Capture
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and it work fine but I want to show those document on top which match both $OR condition and those which match one condition show on last so for that I want to add score to each document if it match both condition then add score = 2 and if match one condition then score = 1 and then i’ll sort it with score.

but problem is how to calculate score for each document ?

I want my query to return this type of document like:

[
  {
    "countryTagsName":{
      "en": "Pakistan"
    },
    "agencyTagsName": {
      "en": "Abcde"
    },
    "score": 2
  },
  {
    "countryTagsName":{
      "en": "Pakistan"
    },
    "agencyTagsName": {
      "en": "Ab"
    },
    "score": 1
  }
]

I read this https://mongodb.prakticum-team.ru/docs/atlas/atlas-search/scoring/
link suggest to create index but I have very long query of $or which match 9 to 10 fields and creating such large compound index is I thing not good so that I don’t wanna create index for that.

I have one other solution to get record from query and add score and sort it from JavaScript code but I want to do that from query.

can you please help me out from this.

Thank you in advance.

5

Atlas search and queries like you shared are 2 different things.

The only way I can see how you may achieve that with aggregation is to

  1. $match with your $or
  2. add an $addFields that would $sum 1 for each $or using $cond to create the score
  3. then $sort using the score
2 Likes
6

@steevej can you please explain or write query for how to use $addFields and $sum $or $cond together for my case ?

7

What have you tried so far?

Did you look at the many examples in the documentation for $addFields, $sum, $or and $cond.

match_1 = { "countryTagsName.en" : "Pakistan" }
...
match_N = { "focusTagsName.en" , "Education" }
match = { $match : { $or : [ match_1 , match_2 , ... , match_N ] } }
score = { $sum : [ { $cond : {match_1,1,0} , { $cond : {match_2,1,0}} , ... , { $cond : {match_N,1,0}} ] }
addFields = { $addFields : score }
sort = { $sort : { score : -1 } }
pipeline = [ match , addFields , sort ]
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9

A post was split to a new topic: Atlas Search - scoring