Smart way to update RecyclerView using DiffUtil
Say Good Bye To
notifyDataSetChanged()
We generally use List in any of our day to day development. It
also requires to update the list data when user scrolls the list. To achieve
this, we often fetch the data from server and update the newly received items.
If there is a small delay during this process it impact on the
user experience so we want this to be done as soon as possible with along with less
resources.
When the content of our list gets changed, we have to call
notifyDataSetChanged() to get the updates but it is very costly. There are so
many iterations for getting the job done in the case of notifyDataSetChanged().
Here DiffUtil class comes into picture and Android developed
this utility class to handle data updates for a RecyclerView.
What is
DiffUtil
As of 24.2.0, RecyclerView support library, v7 package offers
really handy utility class called DiffUtil. This class finds the difference
between two lists and provides the updated list as an output. This class is
used to notify updates to a RecyclerView Adapter.
It uses Eugene W. Myers's difference algorithm to calculate
the minimal number of updates.
How to
use?
DiffUtil.Callback is an abstract class and used as callback
class by DiffUtil while calculating the difference between two lists. It has
four abstract methods and one non-abstract method. You have to extend it and
override all its methods.
getOldListSize()– Return
the size of the old list.
getNewListSize()– Return
the size of the new list.
areItemsTheSame(int
oldItemPosition, int newItemPosition)– It decides whether two objects
are representing same items or not.
areContentsTheSame(int
oldItemPosition, int newItemPosition)– It decides whether two items
have same data or not. This method is called by DiffUtil only if
areItemsTheSame returns true.
getChangePayload(int
oldItemPosition, int newItemPosition)– If areItemTheSame returns true
and areContentsTheSame returns false than DiffUtil utility calls this method to
get a payload about the change.
Below are a simple Employee class which is using in the EmployeeRecyclerViewAdapter
and EmployeeDiffCallback.
public class Employee {
public int id;
public String name;
public String role;
}
Here is the implementation of Diff.Callback class. You can
notice that getChangePayload() is not abstract method.
public class EmployeeDiffCallback extends DiffUtil.Callback {
private final
List<Employee> mOldEmployeeList;
private final
List<Employee> mNewEmployeeList;
public
EmployeeDiffCallback(List<Employee> oldEmployeeList, List<Employee>
newEmployeeList) {
this.mOldEmployeeList = oldEmployeeList;
this.mNewEmployeeList = newEmployeeList;
}
@Override
public int getOldListSize()
{
return
mOldEmployeeList.size();
}
@Override
public int
getNewListSize() {
return
mNewEmployeeList.size();
}
@Override
public boolean
areItemsTheSame(int oldItemPosition, int newItemPosition) {
return
mOldEmployeeList.get(oldItemPosition).getId() == mNewEmployeeList.get(
newItemPosition).getId();
}
@Override
public boolean
areContentsTheSame(int oldItemPosition, int newItemPosition) {
final Employee
oldEmployee = mOldEmployeeList.get(oldItemPosition);
final Employee
newEmployee = mNewEmployeeList.get(newItemPosition);
return
oldEmployee.getName().equals(newEmployee.getName());
}
@Nullable
@Override
public Object
getChangePayload(int oldItemPosition, int newItemPosition) {
// Implement
method if you're going to use ItemAnimator
return
super.getChangePayload(oldItemPosition, newItemPosition);
}
}
Once DiffUtil.Callback implementation are done, you have to
update the list change in RecyclerViewAdapter as described below-
public class CustomRecyclerViewAdapter extends
RecyclerView.Adapter<CustomRecyclerViewAdapter.ViewHolder> {
…
public void
updateEmployeeListItems(List<Employee> employees) {
final
EmployeeDiffCallback diffCallback = new EmployeeDiffCallback(this.mEmployees, employees);
final
DiffUtil.DiffResult diffResult = DiffUtil.calculateDiff(diffCallback);
this.mEmployees.clear();
this.mEmployees.addAll(employees);
diffResult.dispatchUpdatesTo(this);
}
}
Call dispactUpdatesTo(RecyclerView.Adapter) to dispatch the
updated list. DiffResult object that is returned from diff calculation,
dispatches the changes to the Adapter, and adapter will be notified about the
change.
Object returned in getChangePayload() is dispatched from
DiffResult using notifyItemRangeChanged(position, count, payload), upon which
is called Adapter’s onBindViewHolder(… List<Object> payloads) method.
@Override
public void onBindViewHolder(ProductViewHolder holder, int
position, List<Object> payloads) {
// Handle the payload
}
DiffUtil also uses methods of RecyclerView.Adapter to notify
the Adapter to update the data set:
- notifyItemMoved()
- notifyItemRangeChanged()
- notifyItemRangeInserted()
- notifyItemRangeRemoved()
You can read more details on RecyclerView.Adapter and its
method here.
Important:
If
the lists are large, this operation may take significant time so you are
advised to run this on a background thread, get the DiffUtil.DiffResult then
apply it on the RecyclerView on the main thread. Also max size of the list can
be 2^26 due to implementation constraints.
Performance
DiffUtil requires O(N) space to find the minimal number of
addition and removal operations between the two lists. It’s expected
performance is O(N + D²) where N is the total number of added and removed items
and D is the length of the edit script. You can walk through the official page of Android for more performance figures.
You can find the reference implementation of above example on
GitHub.
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