Polymorphic Relationships in MongoDB

  • Polymorphic relationships in MongoDB are an interesting and flexible way to model relationships where a single document can be related to multiple types of other documents. This concept is widely used when the related documents belong to different collections, or when you want to maintain flexibility in how relationships are modeled.
  • Let’s dive deep into polymorphic relationships, starting from the basics, and gradually moving to advanced usage with examples.
What are Polymorphic Relationships?
  • In MongoDB, a polymorphic relationship allows one document to reference multiple types of other documents. The primary use case arises when a single collection can reference documents from multiple other collections. Instead of creating separate relationships for each type, you handle it using a more generic reference system.
Real-world Scenario:
  • Imagine you are building a content-sharing platform like a social media app. In this app:
  • A user can like or comment on different types of content such as:
    • Blog posts,
    • Photos, or
    • Videos.
  • In this case, each like or comment can refer to different types of content. This is a perfect example of a polymorphic relationship because the relationship doesn’t depend on just one type of entity but can refer to multiple.
Two Approaches for Polymorphic Relationships in MongoDB
  • Single Collection Reference: One collection (e.g., likes or comments) stores references to multiple types of content (e.g., posts, photos, videos).
  • Multiple Collection Reference: Instead of using a single collection to store content, you could spread content across multiple collections (e.g., one for posts, one for photos, etc.), but still reference them in a single relation.
Approach 1: Single Collection Reference (More Common)
  • In this approach, we store content (posts, photos, videos, etc.) in a single collection and use polymorphism to refer to these types.
Example: Comments on Different Types of Content
  • Create the content collection, which holds different types of content (e.g., blog posts, photos, videos). Each document will have a type field indicating what type of content it is.

    use socialApp

  • Insert content documents (like blog posts, photos, and videos) in the content collection.

    db.content.insertMany([
        {
            _id: 1,
            title: "MongoDB Polymorphic Relationships",
            type: "blog_post",   // Type of content
            content: "Detailed guide on polymorphic relationships."
        },
        {
            _id: 2,
            image_url: "photo1.jpg",
            type: "photo",   // Type of content
            description: "A beautiful sunset."
        },
        {
            _id: 3,
            video_url: "video1.mp4",
            type: "video",   // Type of content
            title: "MongoDB Tutorial"
        }
    ])

  • Create the comments collection, which stores comments. Each comment refers to a document in the content collection. We use the ref_type and ref_id fields to indicate which type of content the comment belongs to.

    db.comments.insertMany([
        {
            _id: 1,
            text: "Great blog post!",
            ref_type: "blog_post",      // Type of content being commented on
            ref_id: 1                   // ID of the content in the content collection
        },
        {
            _id: 2,
            text: "Amazing photo!",
            ref_type: "photo",          // Type of content being commented on
            ref_id: 2                   // ID of the content in the content collection
        },
        {
            _id: 3,
            text: "Very informative video.",
            ref_type: "video",          // Type of content being commented on
            ref_id: 3                   // ID of the content in the content collection
        }
    ])


Explanation:

  • 'content' Collection: Contains different types of content such as blog posts, photos, and videos. Each document has a 'type' field that identifies the type of content.
  • 'comments' Collection: Each comment has a ref_type field, which tells us what type of content the comment belongs to (e.g., blog_post, photo, video), and a ref_id field, which is the ID of the content being commented on.
Querying Polymorphic Relationships
  • Now, let’s perform some queries to understand how to retrieve related data.
Query 1: Find comments for a specific blog post:
  • To find comments for the blog post with _id: 1 (from the content collection):

    db.comments.find({ ref_type: "blog_post", ref_id: 1 }

    // Output
    [
        {
            "_id": 1,
            "text": "Great blog post!",
            "ref_type": "blog_post",
            "ref_id": 1
        }
    ]


Query 2: Get all comments for a photo:

  • For photo with _id: 2:

    db.comments.find({ ref_type: "photo", ref_id: 2 }

    // Output
    [
        {
            "_id": 2,
            "text": "Amazing photo!",
            "ref_type": "photo",
            "ref_id": 2
        }
    ]


Query 3: Combine Comment with Content (Using $lookup):

  • To retrieve a comment along with the actual content (like the blog post, photo, or video) using an aggregation query with $lookup:

    db.comments.aggregate([
        {
            $lookup: {
                from: "content",       // Collection to join with
                localField: "ref_id", // Field in comments to match
                foreignField: "_id", // Field in content collection to match with
                as: "content"       // Output array field name
            }
        },

        // Filtering for blog post comments
        { $match: { ref_type: "blog_post", ref_id: 1 } }  
    ]

    // Output
    [
        {
            "_id": 1,
            "text": "Great blog post!",
            "ref_type": "blog_post",
            "ref_id": 1,
            "content": [
                {
                    "_id": 1,
                    "title": "MongoDB Polymorphic Relationships",
                    "type": "blog_post",
                    "content": "Detailed guide on polymorphic relationships."
                }
            ]
        }
    ]

  • This way, you can join the comments collection with the content collection and get the related content in the same query.
Approach 2: Multiple Collection Reference
  • If you store different types of content in separate collections, then your comments collection will reference different collections based on ref_type. Here, the ref_type will help in identifying which collection to query for retrieving related content.
Step 1: Create Separate Collections for Content Types
  • Insert Blog Posts into blog_posts collection:

    db.blog_posts.insertOne({
        _id: 1,
        title: "MongoDB Polymorphic Relationships",
        content: "Detailed guide on polymorphic relationships."
    })

  • Insert Photos into photos collection:

    db.photos.insertOne({
        _id: 2,
        image_url: "photo1.jpg",
        description: "A beautiful sunset."
    })

  • Insert Videos into videos collection:

    db.videos.insertOne({
        _id: 3,
        video_url: "video1.mp4",
        title: "MongoDB Tutorial"
    })

  • Step 2: Insert Comments with References to Different Collections

    db.comments.insertMany([
        {
            text: "Great blog post!",
            ref_type: "blog_post",  // Type of content: blog post
            ref_id: 1               // ID of the blog post
        },
        {
            text: "Amazing photo!",
            ref_type: "photo",      // Type of content: photo
            ref_id: 2               // ID of the photo
        },
        {
            text: "Very informative video.",
            ref_type: "video",      // Type of content: video
            ref_id: 3               // ID of the video
        }
    ])


Challenges and Considerations

  • Data Consistency: Since MongoDB does not support foreign key constraints, maintaining consistency between polymorphic references is handled by the application logic.
  • Query Complexity: Depending on how you structure your database, polymorphic relationships can lead to more complex queries and require multiple lookups or joins.
  • Indexing: Ensure proper indexing on fields like ref_type and ref_id to improve query performance.
Advantages of Polymorphic Relationships
  • Flexibility: You can reference multiple document types in a single relationship.
  • Simpler Schema: Instead of having separate collections for each type of relationship, you can manage all relationships in one place.
  • Scalability: MongoDB’s flexible schema allows you to scale polymorphic relationships without predefined constraints.

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