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MongoDB Schema Design Best Practices 

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Have you ever wondered, “How do I model my schema for my application?” It’s one of the most common questions devs have pertaining to MongoDB. And the answer is, it depends. This is because document databases have a rich vocabulary that is capable of expressing data relationships in more nuanced ways than SQL. There are many things to consider when picking a schema. Is your app read or write-heavy? What data is frequently accessed together? What are your performance considerations? How will your data set grow and scale?
In this video, Joe Karlsson will discuss the basics of data modeling using real-world examples. You will learn common methodologies and vocabulary you can use when designing your database schema on your application.
Chapters 📑
0:00 Intro
0:18 Why is schema design important?
1:21 Relational vs. MongoDB schema design
4:16 One to One
4:41 One to many
6:10 One to Squillions
8:02 Many to Many
8:57 Wrap Up
💬 What topics do you want to see covered next? Leave a comment below!
🔗 These ARE the links you are looking for 👋:
MongoDB Schema Design Anti-Patterns - Part : • Schema Design Anti-Pat...
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2 июл 2024

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Комментарии : 91   
@MongoDB
@MongoDB Год назад
✅ Sign-up for a free cluster at: mdb.link/free-QAqK-R9HUhc ✅ Get help on our Community Forums: mdb.link/community-QAqK-R9HUhc
@chauphan4074
@chauphan4074 2 года назад
Rule 1: embed unless there is a compelling reason not to Rule 2: avoid JOINS if they can be avoided Rule 3: array should never grow without bound Rule 4: an object should not be embedded if it needs to be accessed individually
@paracha3
@paracha3 2 года назад
Not sure if i am fan of this delivery style but he was getting the point across.
@joshuapapa7637
@joshuapapa7637 11 месяцев назад
I gotta agree with you, I literally came here not knowing a thing and I almost feel like I can create a project out of scratch after watching this.
@elonhung2430
@elonhung2430 2 года назад
Thanks Joe! That is gold. Very clear and so fun to watch!
@maxpayenvenic6029
@maxpayenvenic6029 2 года назад
Joe is kind of person that make learning fun
@jmanpolo5611
@jmanpolo5611 2 года назад
Coming from a SQL mindset to MongoDB is an interesting experience, but also kinda freeing in a way.. thanks for making this video!
@RN-er7mz
@RN-er7mz 3 года назад
Great tutorial, short and straight to the point
@MongoDB
@MongoDB 3 года назад
Thank you!
@dixxixio
@dixxixio 2 года назад
This helps a lot! Thanks Joe!
@gt810034
@gt810034 Год назад
Excellent explanation. Thanks Joe
@BobMacNeal
@BobMacNeal 3 года назад
Good job explaining/confirming my loosely established notions about how to design a NoSQL database. Thanks Joe. MongoDB is a low-resistance (easy to use) database that’s become my go-to data store for standing up products.
@philyeo
@philyeo 3 года назад
Great explanation. Just what I was looking for.
@real23lions
@real23lions 7 месяцев назад
Excellent video. This was my main concern when attempting a scheduler.
@sleeker165
@sleeker165 Год назад
Excellent demo thanks 👍
@VoxyDev
@VoxyDev 3 года назад
MongoDB needs Joe, he's so good at explaining things
@picklebrownie
@picklebrownie Год назад
So, for many-to-many relationships, Joe suggests to store the relationship data in BOTH tables (very unlike SQL dbs where we avoid redundancy). This helped me resolve a quarrel with myself on the db schema for my first MongoDB Atlas Collections. Thanks Joe
@oberoioffice1103
@oberoioffice1103 Год назад
Explains the conept very well...thanks
@zulmianah
@zulmianah 2 года назад
thank you, really helping
@laodemuhammadalfatih7663
@laodemuhammadalfatih7663 2 года назад
Omg. I really love about how Joe explain the all of these schema design. Never feel exciting like this when learning new concept. Thanks Joe ❤️.
@niknacknutthapon4373
@niknacknutthapon4373 Год назад
i'm new on your VDO, Love it ! Great tutorial. you make learning super fun
@vaibhav388
@vaibhav388 Год назад
Thank you . that's what i was looking for ;)
@ljbrown238
@ljbrown238 3 года назад
VERY helpful!
@enemy537
@enemy537 Год назад
I loved your video Joe. Fantastic. You are such a character! hahaha
@atikanajla
@atikanajla Год назад
I need more video from you Joe
@SomeKindaWhale
@SomeKindaWhale Год назад
Grok! Nice 😊 thanks! This was a super informative and fun video explainer
@unnoticedspacegoat8537
@unnoticedspacegoat8537 11 месяцев назад
love the energy
@learn9475
@learn9475 Год назад
I can see the passion video quality is awesome upto the mark not just learnt but njyed learning from you thanks
@murph1329
@murph1329 2 года назад
Things people really need to consider before moving everything to MongoDB. It isn't a relational database management system. Saying MongoDB is better than any RDBMS without first specifying the data shows a real lack of knowledge. Key constraints don't exists in MongoDB. There are no referential integrity checks. We use MongoDB for blob storage and store the MongoDB keys in SQL Server. It's great for that but I would never outright replace a normalized SQL Server or a MySQL RDBMS instance with MongoDB. Maybe a lot of people see MongoDB as being better because they don't want to worry about optimizing indexes and execution plans, and they see the "read" performance gains...but that comes at a cost of data integrity. It's a schemaless structure which means consistency doesn't exist. It will eat anything you feed it which can be dangerous. Think about what happens over time as you add/remove properties from your JSON or add/remove reference data based on changing business rules. Think about what that conversion would look like in MongoDB compared to a RDBMS instance. Using the example in this video what if there was a business rule that allowed someone to remove a profession (physical or logical) from all users. Ask yourself what that would look like in MongoDB vs a Relational Database. I know I sound pretty critical of MongoDB but I don't mean to. We use it and it works well for our needs but it's not a replacement for RDBMS. More of a supplement. NoSQL shines in write-once-read-many scenarios.
@jbsinluenam
@jbsinluenam Год назад
I have never knew MondoDb schema design can be this entertaining. Thank you, Joe.
@AnNguyen-px6lg
@AnNguyen-px6lg 2 года назад
I love the style of this video so much. It makes learning tech so much more fun compare to other monotone tech videos.
@davishek7
@davishek7 Год назад
Just read the same blog on the mongodb site. Both are great for beginners.
@paulafarrugia3393
@paulafarrugia3393 3 года назад
Great tutorial - would be great to have a video tutorial on how to actually implement the relationship types in realm!
@MongoDB
@MongoDB 3 года назад
Great suggestion!
@paulafarrugia3393
@paulafarrugia3393 3 года назад
@@MongoDB Is this something that you think you will release soon? I'm having trouble with relationships when using Realm and GraphQL and noone on the MongoDB community is helping.
@mirlamontano6640
@mirlamontano6640 11 месяцев назад
agree
@deathdefier45
@deathdefier45 Год назад
You're the best Joe, I had a filthy schema structure until I saw this video.
@king-manu2758
@king-manu2758 3 года назад
Im a total noob at programming and Mongo db but after watching this I think I'm at least on the right track
@JoeKarlsson
@JoeKarlsson 3 года назад
That's awesome! I'm so glad it was helpful!
@MongoDB
@MongoDB 3 года назад
Yay! That great that it was helpful!
@underwoodmartin
@underwoodmartin 3 года назад
Great firehose video for those of us that have spent many many years in a relational world. I have did some entry level testing with MongoDB and love the concept. The "schema" is the most challenging part. Awesome video!
@JoeKarlsson
@JoeKarlsson 3 года назад
Oh my gosh - Thanks for sharing Martin! Are there any topics you think MongoDB devs should know about?
@MongoDB
@MongoDB 3 года назад
Thanks for sharing!
@underwoodmartin
@underwoodmartin 3 года назад
@@JoeKarlsson MongoDB has always been very intriguing to me with the BSON based storage. I would love a series on taking a case study of an OLTP based system and converting to MongoDB. Highlighing the many decision and concerning aspects along the way. Thank you for inquiring and looking forward to finding time to watch more.
@coderblog4485
@coderblog4485 11 месяцев назад
great work Joe!. In fact, it is very interesting to watch your videos about MongoDB, but I am confused about one thing🧐🤨
@fernandonogueira2291
@fernandonogueira2291 6 месяцев назад
This video is absolutely histerical! haha Amazing, Mongo!
@pazuso
@pazuso 2 года назад
My app shows a profile page of a student with a list of classes she's enrolled in. Classic Student/Class/Enrolment tables in SQL. In Mongo I would want to just embed everything in 1 document. What if I change the name of a class, or a student drops a class previously enrolled? How do I do this WITHOUT joins? "Throw away" the document (delete) and just make a new one (like a piece of physical paper) with the updated stuff?
@Dannyboyjr
@Dannyboyjr Год назад
dude is awesome
@BelieveInPeople121
@BelieveInPeople121 Год назад
is joins in mongodb slower than sql server? because if I use objectids, I will always need joins.
@SaudBako
@SaudBako 3 года назад
Isn't the array "tasks" at 8:45 unbounded, which violates Rule 3?
@matonolo
@matonolo 2 года назад
Yeah it does, and I can't think of a way to solve the 60mb per document limit problem... Anyone know how to solve it?
@sjacobsen
@sjacobsen 2 года назад
Just depends on the application. Technically: yes. Are users REALLY going to have an unlimited amount of todo tasks that will create document size problems: no. If you're worried about malicious activity doing this to kill your site then setup some business logic to keep a user from creating a billion tasks.
@zedrem9876543210
@zedrem9876543210 2 года назад
What's the best way to model a one to many relationship within a single collection. E.g. users following users? I always use a followers array on the user document that stores other user IDs, but it feels clanky (unbounded array?)
@hope-ag
@hope-ag 2 года назад
This scenario resembles a many-to-many relationship (each user can follow and be followed by many users, if I'm not mistaken). Depending on the scale of the application, an array of sub documents would do just fine. For larger applications, you could probably have a "Followings" collection, which stores, for example {user: $oid, followedBy: $oid}. This collection can easily be queried for whichever user's followers you'd want to find
@labydamarocamara5874
@labydamarocamara5874 3 года назад
thank you for this video it is so amazing, really I like it.
@MongoDB
@MongoDB 3 года назад
We're so glad that you enjoyed it!
@sneakykk
@sneakykk Год назад
he is so full of energy. bless him!!!
@codingcambodia
@codingcambodia 2 года назад
I have a collection called "hospitalization" that stores two collections ids a hospital_Id and a patient_Id. My question is I want to query hospitalization collection and search by keyword of field of hospital collection of hospital collection. how can I do so?
@sumer420
@sumer420 3 года назад
iam new to mongodb .and i want to know how what is best practices and what is not best but optimum for my needs 1) get all the data and sort and filter client side (i know this is bad) 2) filter data on mongo atlas and then sort client side (dose it make any difference to save resource on server ) 3) filter and sort on server and just show data on client what should i do and what are best practices. like i get a list of documents from server with embedded objects. 1) should i use project and remove embedded objects i dont need.( does this use more server resource) 2) or i get all the embedded objects and hide them with client side logic
@picklebrownie
@picklebrownie Год назад
Oh wow, super clever way to handle squillions of data relationships 💯
@juanbovier7458
@juanbovier7458 Год назад
💯
@dubey_ji
@dubey_ji Год назад
okay that Pam's bit was funny
@jdragon8184
@jdragon8184 2 года назад
Can anyone please please help me with how can I make combination of 2 field values unique , should i use a pre save or method to implement it or mongo has something for it 1 i want to have unique anime name for a particular user , so i use a createdBY userid to identify it but I cannt make anime title unique
@rohannnsingh84
@rohannnsingh84 3 года назад
That's what i waz looking as i am strtng to swtch from sql to mongo but after viewing this i have a ques ...what if data is in millions or in tonnes let suppose the user has 10k cars just assume then what happens?? What about efficiency then , will it work as same speed ????
@MongoDB
@MongoDB 3 года назад
Well - it depends. The only way to know is to run a test on your dataset to see how well it will perform. However, it's not an anti-pattern to do this in MongoDB. Another question to ask is "How often will this be done?" If it's rare, it's usually not an issue, if it's often, you might want to change your schema. The only thing that matters is designing a schema that meets the needs of your unique application. Hope that helps!
@funksoul123456
@funksoul123456 3 года назад
Thank you for sharing. Would you also provide the link for anti-pattern design?
@MongoDB
@MongoDB 3 года назад
Of course! ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-8CZs-0it9r4.html
@DarkzarichV2
@DarkzarichV2 6 месяцев назад
I don't quite get why with many-to-many relationship we store tasks within user model as the rule way when we can technically query tasks that $in a user we want to get. It would also make updates\deletes harder because now if we have to remove a task we need to delete elements in both arrays: user.tasks array and owners array of the task. I'm not saying it's bad per se it really depends on what app we have: having tasks inside user model would certainly make it faster for users to see what tasks they got. Anyway if I remember correctly this is what is called denormalization: we introduce a bit overhead in the data to make updating and removing slower but reading faster in certain particular cases. Denormalization is a bit harder than just "do like this" thing
@dancruz7845
@dancruz7845 11 месяцев назад
If an array can not grow without bound how to we manage something like a users posts? We obviously wouldn't want to limit a users posts so how do you work around that?
@williamhorn363
@williamhorn363 6 месяцев назад
I'm guessing you would just create a new document containing the post data, and attach the user's ID somewhere in there. Then you just query posts for a user id whenever you want to retrieve all posts from a user.
@magellan124
@magellan124 Год назад
What is going on with that painting back there?
@kevinandeleven
@kevinandeleven 3 года назад
What of squilions to squilions relationships? Something like users and post-likes.... A user can like a squilion posts and a post can have a squilion users that like it
@snake3837
@snake3837 3 года назад
Maybe just 3rd collection containing user and post id.
@michaelshea4834
@michaelshea4834 2 года назад
I am not sure why, but for some reason it looks like you are filming inside a bar before it opens. Weird.
@jungtinnumbertwo4323
@jungtinnumbertwo4323 2 года назад
Love the content
@liquidcode1704
@liquidcode1704 Год назад
SQL => business/enterprise 'storage' MongoDB => application state !!! =]
@derkin860
@derkin860 3 года назад
w00t
@MongoDB
@MongoDB 3 года назад
w00t!
@ZalexMusic
@ZalexMusic 2 года назад
You are extremely likeable
@picklebrownie
@picklebrownie Год назад
NO RULES 🤯 NO ALGORITHM 🤯 NO PROCESS 🤯
@picklebrownie
@picklebrownie Год назад
Woohoo! There are rules! It's not total anarchy 😂
@dataisbeauty5512
@dataisbeauty5512 3 года назад
1 st comments
@MongoDB
@MongoDB 3 года назад
Nice!
@krishnandusarkar
@krishnandusarkar 3 года назад
Thanks for the explanation. Honestly, too much transition effects and fast speaking actually affecting the concentration.
@MongoDB
@MongoDB 3 года назад
Sorry to hear that! Thanks for watching 🥰
@MultiMunding
@MultiMunding 6 месяцев назад
Yeah but what about many to squillions or squillions to squillions? Back to joins? 😆
@picklebrownie
@picklebrownie Год назад
One to squillions 😂
@picklebrownie
@picklebrownie Год назад
Squillions is an unspecified massive number. I for real thought you made it up for a moment there 😂
@tobbymarchal3140
@tobbymarchal3140 8 месяцев назад
I hate this background music I don’t why😂
@TheNamesJT
@TheNamesJT 2 года назад
I don't find this video helpful sorry, wish you would of shown actual code using schema and models and how to connect two schemas together. This video is just saying we have to do this and do that but you never show us code wise. VERY HELPFUL
@moosegoose1282
@moosegoose1282 Год назад
Unwatchable. Just get to the point.
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