Change API

The ISpaceProxy.Change and the ChangeSet allow updating existing objects in the Space Where GigaSpaces data is stored. It is the logical cache that holds data objects in memory and might also hold them in layered in tiering. Data is hosted from multiple SoRs, consolidated as a unified data model., by specifying only the required change instead of passing the entire updated object. This reduces the required network traffic between the client and the Space, and the network traffic generated from replicating the changes between the Space instances (for example, between the primary Space instance and its backup).

Moreover, using this API also can eliminate the need to read the existing object prior to the change operation, because the change operation can specify how to change the existing property without knowing its current value. For instance, implementing atomic counters can be done by increasing a counter property of an integer property by some delta. Another example would be to add a value to a collection, and so on. The change API supports transactions in the same way the other Space operation supports it.

Example

The following example demonstrates how to increment the property "Count' of an object of type "WordCount' with ID "myID' by one.

ISpaceProxy space = // ... obtain a space reference
String id = "myID";
IdQuery<WordCount> idQuery = new IdQuery<WordCount>(id, routing The mechanism that is in charge of routing the objects into and out of the corresponding partitions. The routing is based on a designated attribute inside the objects that are written to the Space, called the Routing Index.);
space.Change(idQuery, new ChangeSet().Increment("Count", 1));

The Query Template

The change operation can receive any query template for matching a single or multiple objects that have to be changed by the operation.

The Change Set

The change operation requires a ChangeSet that describes the changes that have to be done after locating the object specified by the query template. The ChangeSet contains a predefined set of operations that can be invoked to alter the object, and the set may contain one or more changes that will be applied sequentially to the object.

Each specified change can operate on any level of properties of the specified object; this is defined by specifying the path to the property that needs to be changed where ".' in the path specifies that this change is done on a nested property. For example:

[SpaceClass]
public class Account
{
  ...
  [SpaceID]
  Guid Id {get; set;}
  Balance Balance {get; set;}

}

public class Balance
{
  ...
  public double Euro {get; set;}
  public double UsDollar {get; set;}

}

ISpaceProxy space = // ... obtain a space reference
Guid id = ...;
IdQuery<Account> idQuery = new IdQuery<Account>(id, routing);
space.Change(idQuery, new ChangeSet().Increment("Balance.Euro", 5.2D));

Change Path Specification

Each operation in the change set acts on a specified string path. This path points to the property that needs to be changed and it has the following semantic:

1. First-level property - A path with no ".' character in it points to a first-level property, If the property specified by this path is not part of the object, it is treated as a dynamic property (see Dynamic Properties). If the object doesn't support dynamic properties, an exception is generated.
2. Nested property - A path that contains a ".' character is considered a path to a nested property. The location process of the final property that needs to be changed is done recursively by activating the properties, specified by the split of the path using the ".' character, one at a time until reaching the targeted end property.
3. Nested Dictionary property - A path that contains ".' may also point to keys inside a dictionary, meaning the following path - "Attributes.Color' - will look for key named "Color' if the property named "Attribute' in the object is actually a dictionary. This also affects nested properties.

The following example shows how the path works with a dictionary property instead of concrete properties:

[SpaceClass]
public class Account
{
  ...
  [SpaceID]
  Guid getId {get; set;}
  IDictionary<String, double> Balance {get; set;}
}

ISpaceProxy space = // ... obtain a space reference
Guid id = ...;
IdQuery<Account> idQuery = new IdQuery<Account>(id, routing);
space.Change(idQuery, new ChangeSet().Increment("Balance.Euro", 5.2D));

In this case, the key euro inside the dictionary behind the balance is increased by 5.2.

Available Change Set Operations

Operation Name	Description	Semantics
Set	Sets a property value.	Sets value of the given property.
Unset	Unsets a property value.	If the property is a fixed property, it will be set with null (null value for primitives). If it is a dynamic property, it will be removed from the dynamic properties. For dynamic properties, this is not equivalent to the set operation with null value.
Increment	Increases a numeric property by the given delta.	This change can operate on a numeric property only (byte, short, int, long, float, double or their corresponding Boxed variation). If the property does not exist, the delta is set as its initial state.
Decrement	Decreases a numeric property by the given delta.	This change can operate on a numeric property only (byte, short, int, long, float, double or their corresponding Boxed variation). If the property does not exist, the -delta is set as its initial state.
AddToCollection	Adds an item to a collection property.	If the property do not exist, an exception is thrown.
AddRangeToCollection	Adds a list of items to a collection property.	If the property do not exist, an exception is thrown.
RemoveFromCollection	Removes an item from a collection property.	If the property do not exist, an exception is thrown.
SetInDictionary	Sets a key value pair in a dictionary property.	If the property do not exist, an exception is thrown.
RemoveFromDictionary	Removes a key and its associated value from a dictionary property.	If the property do not exist, an exception is thrown.

Using Change with the Embedded Model

With the embedded model, updating (as well adding or removing) a nested collection with large number of elements must use the change API because the default behavior is to replicate the entire Space object and its nested collection elements from the primary to the backup (or other replica primary copies when using the sync-replicated or the async-replicated cluster schema).

The Change API reduces the CPU utilization on the primary side, reduces the serialization overhead, and reduces the garbage collection Garbage collection (GC) is a form of automatic memory management. The garbage collector attempts to reclain memory that was allocated by the program, but is not longer referenced; such memory is called garbage. activity on both the primary and backup. This significantly improves the overall system stability.

Change Result

The change operations returns a IChangeResult object that provides information regarding the change operation affect.

public interface IChangeResult<T>
{
  ICollection<IChangedEntryDetails<T>> Results { get;}
  int NumberOfChangedEntries { get; }
}

ISpaceProxy space = // ... obtain a space reference
Guid id = ...;
IdQuery<Account> idQuery = new IdQuery<Account>(id, routing);
IChangeResult<Account> changeResult = space.Change(idQuery, new ChangeSet().Increment("Balance.Euro", 5.2D));
if (changeResult.NumberOfChangedEntries == 0)
{
  // ... handle no entry found for change
}

The IChangeResult contains the NumberOfChangedEntries, which specifies how many objects where changed by this operation (where 0 means none were changed). The Results property gives further details about the objects that were actually changes by providing a collection that gives details for each object that was changed, such as the ID and version after the change took effect.

By default, in order to reduce network overhead, calling the Results throws NotSupportedException. In order to get the more detailed result, the ChangeModifiers.ReturnDetailedResults should be passed to the Change operation.

ChangeException

Upon any error, a ChangeException is thrown containing the following details:

public class ChangeException
{
  public ICollection<Exception> Errors {get;}

  public ICollection<IFailedChangedEntryDetails> FailedChanges {get;}

  public ICollection<IChangedEntryDetails<object>> SuccessfulChanges {get;}

  public int NumOfSuccessfulChanges {get;}

}

The NumSuccesfullChanges property contains the number of entries that were successfully changed. The SuccesfullChanges property contains details for objects that were successfully changed, just like the IChangeResult.Results property. This property can only be used if the change operation was executed using the ChangeModifiers.ReturnDetailedResults modifier.

The FailedChanges property contains details for objects that failed being changed, such as information about ID, version, and the actual cause for failure. The Errors property contains the general failure reason for executing the change operation that does not apply to a specific object, such as not being able to access the Space.

Multiple Changes in a Single Operation

You can apply multiple changes in a single Change operation by setting up multiple operations in the change set. This is done by chaining the changes as follows:

ISpaceProxy space = // ... obtain a space reference
IdQuery<MyObject> idQuery = new IdQuery<MyObject>(id, routing);
space.Change(idQuery, new ChangeSet().Increment("SomeIntProperty", 1)
                                     .Set("SomeStringProperty", "NewStringValue)
                                     .SetInDictionary("SomeNestedProperty.SomeDictionaryProperty", "MyKey", 2));

The changes are applied to the object sequentially (and atomically), keeping the order applied on the ChangeSet.

Changing the Object's Lease

By default, the change operation doesn't modify the existing remaining lease of the changed entries. In order to change the lease, the new lease should be specified in the ChangeSet using the lease operation.

ISpaceProxy space = // ... obtain a space reference
space.Change(idQuery, new ChangeSet().Lease(1000)...);

The lease can be changed as part of other changes applied to the object, as well as having the ChangeSet include only the lease modification without any property changes. The lease time specified overrides the existing lease with the new value, relative to the current time, while ignoring the current lease.

The above example sets the lease of the changed object to one second from the time the change operation took affect.

Change with Timeout

A timeout can be passed to the change operation. This timeout is only used if any of the objects that have to be changed is locked under a transaction that is not from the current thread context. In this case, all objects that are not locked are changed, and the operation blocks until one of the following things happens (whichever comes first):

1. The transaction lock is released - in this case, the the change operation is applied on the objects that were locked but are now available.
2. The timeout elapsed - the change operation returns with an exception. Like all other failures, the exception is a ChangeException that contains the successful changes, and all the objects that remained locked when the timeout elapsed are part of the FailedChanges property of the exception, each with a failure reason of OperationTimeoutException.

If there are no matching objects for the specified template, the operation returns immediately without waiting for the timeout to elapse. This is similar to the (Read/Take)IfExists operation semantic.

ISpaceProxy space = // ... obtain a space reference
Guid id = ...;
IdQuery<Account> idQuery = new IdQuery<Account>(id, routing);
long timeout = 1000; //1 seconds
try
{
  space.Change(idQuery, new ChangeSet().Increment("Balance.Euro", 5.2D), timeout);
}
catch(ChangeException e)
{
  if (e.FailedChanges.Count > 0))
  {
    foreach(IFailedChangedEntryDetails failedChangedEntry in e.FailedChanges)
    {
      if (id.Equals(failedChangedEntry.Id) && failedChangedEntry.Error is OperationTimeoutException)
      {
       //.. Indicate the object is still locked under a transaction, maybe retry the operation?
      }
    }
  }
}

Change and Optimistic Locking

The Change operation has the same semantics as a regular Space Update operation when it comes to Optimistic Locking. It increases the version of the changed object, and the expected version can be specified in the ID query when optimistic locking is required.

ISpaceProxy space = // ... obtain a space reference
Guid id = ...;
Object routing = id; // In our case the space routing property is the space id property.
int version = 2; // We only want to change the object if the object's version in the space is 2.
IdQuery<Account> idQuery = new IdQuery<Account>(id, routing, version);
try
{
  space.Change(idQuery, new ChangeSet().Increment("Balance.Euro", 5.2D), timeout);
}
catch(ChangeException e)
{
  if (e.FailedChanges.Count > 0))
  {
    foreach(IFailedChangedEntryDetails failedChangedEntry in e.FailedChanges)
    {
      if (id.Equals(failedChangedEntry.Id) && failedChangedEntry.Error is EntryVersionConflictException)
      {
        //.. Indicate optimistic locking failure, get the updated version for instance and maybe read updated object and retry?
        int updatedVersion = failedChangedEntry.Version;
      }
    }
  }
}

Change and Notifications

Change are delivered as a regular update notification, with the state of the object after the change was applied.

Change Modifiers

The following modifiers can be used with the change operation:

1. ChangeModifiers.ReturnDetailedResults - Provide details of the change result, containing more information about the objects that were changed, requires more network traffic.
2. ChangeModifiers.OneWay - Execute change in one-way mode, which means the operation doesn't wait for the change operation to reach the server. The result is always null and there is no guarantee whether the operation succeeded or not, as this mode doesn't guarantee any exceptions upon failure. The only guarantee is that the operation was successfully written to the local network buffer.
3. ChangeModifiers.MemoryOnlySearch - Search for matching entries in cache memory only (do not use the underlying external data source). However, any changes done on the matches entries are propagated to the underlying external data source.

Considerations

1. When replicated to a gateway and a conflict occurs, change operation only supports the built-in abort resolution, as override in change case can result in an inconsistent state of the object.
2. The change operation is converted to a regular update when delegated to a data source.