Document oriented databases (particularly RavenDB) are really intriguing me, and I'm wanting to play around with them a bit. However as someone who is very used to relational mapping, I was trying to think of how to model data correctly in a document database.
Say I have a CRM with the following entities in my C# application (leaving out unneeded properties):
public class Company
{
public int Id { get; set; }
public IList<Contact> Contacts { get; set; }
public IList<Task> Tasks { get; set; }
}
public class Contact
{
public int Id { get; set; }
public Company Company { get; set; }
public IList<Task> Tasks { get; set; }
}
public class Task
{
public int Id { get; set; }
public Company Company { get; set; }
public Contact Contact { get; set; }
}
I was thinking of putting this all in a Company
document, as contacts and tasks do not have a purpose out side of companies, and most of the time query for a task or contacts will also show information about the associated company.
The issue comes with Task
entities. Say the business requires that a task is ALWAYS associated with a company but optionally also associated with a task.
In a relational model this is easy, as you just have a Tasks
table and have the Company.Tasks
relate to all tasks for the company, while Contact.Tasks
only show the tasks for the specific Task.
For modeling this in a document database, I thought of the following three ideas:
Model Tasks as a separate document. This seems kind of anti-document db as most of the time you look at a company or contact you will want to see the list of tasks, thus having to perform joins over documents a lot.
Keep tasks that are not associated with a contact in the Company.Tasks
list and put tasks assocaited with a contact in the list for each individual contacts. This unfortunately means that if you want to see all tasks for a company (which will probably be a lot) you have to combine all tasks for the company with all tasks for each individual contact. I also see this being complicated when you want to disassociate a task from a contact, as you have to move it from the contact to the company
Keep all tasks in the Company.Tasks
list, and each contact has a list of id values for tasks it is associated with. This seems like a good approach except for having to manually take id values and having to make a sub-list of Task
entities for a contact.
What is the recommended way to model this data in a document oriented database?
Use denormalized references:
http://ravendb.net/faq/denormalized-references
in essence you have a DenormalizedReference class:
public class DenormalizedReference<T> where T : INamedDocument
{
public string Id { get; set; }
public string Name { get; set; }
public static implicit operator DenormalizedReference<T> (T doc)
{
return new DenormalizedReference<T>
{
Id = doc.Id,
Name = doc.Name
}
}
}
your documents look like - i've implemented the INamedDocument interface - this can be whatever you need it to be though:
public class Company : INamedDocument
{
public string Name{get;set;}
public int Id { get; set; }
public IList<DenormalizedReference<Contact>> Contacts { get; set; }
public IList<DenormalizedReference<Task>> Tasks { get; set; }
}
public class Contact : INamedDocument
{
public string Name{get;set;}
public int Id { get; set; }
public DenormalizedReference<Company> Company { get; set; }
public IList<DenormalizedReference<Task>> Tasks { get; set; }
}
public class Task : INamedDocument
{
public string Name{get;set;}
public int Id { get; set; }
public DenormalizedReference<Company> Company { get; set; }
public DenormalizedReference<Contact> Contact { get; set; }
}
Now saving a Task works exactly as it did before:
var task = new Task{
Company = myCompany,
Contact = myContact
};
However pulling all this back will mean you're only going to get the denormalized reference for the child objects. To hydrate these I use an index:
public class Tasks_Hydrated : AbstractIndexCreationTask<Task>
{
public Tasks_Hydrated()
{
Map = docs => from doc in docs
select new
{
doc.Name
};
TransformResults = (db, docs) => from doc in docs
let Company = db.Load<Company>(doc.Company.Id)
let Contact = db.Load<Contact>(doc.Contact.Id)
select new
{
Contact,
Company,
doc.Id,
doc.Name
};
}
}
And using your index to retrieve the hydrated tasks is:
var tasks = from c in _session.Query<Projections.Task, Tasks_Hydrated>()
where c.Name == "taskmaster"
select c;
Which i think is quite clean :)
As a design conversation - the general rule is that if you ever need to load the child documents alone as in - not part of the parent document. Whether that be for editing or viewing - you should model it with it's own Id as it's own document. Using the method above makes this quite simple.