-
Notifications
You must be signed in to change notification settings - Fork 24
DOCSP-34008: Split large change events #374
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Changes from 12 commits
811ec32
a9c6e48
9904225
b840209
88dcab3
2cdf355
78209e3
7b6e0c7
db64098
5764b75
949557d
a1666a0
9a03ab7
File filter
Filter by extension
Conversations
Jump to
Diff view
Diff view
There are no files selected for viewing
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -111,6 +111,7 @@ for only specified change events. Create the pipeline by using the | |
You can specify the following aggregation stages in the ``pipeline`` parameter: | ||
|
||
- ``$addFields`` | ||
- ``$changeStreamSplitLargeEvent`` | ||
- ``$match`` | ||
- ``$project`` | ||
- ``$replaceRoot`` | ||
|
@@ -119,9 +120,19 @@ You can specify the following aggregation stages in the ``pipeline`` parameter: | |
- ``$set`` | ||
- ``$unset`` | ||
|
||
To learn how to build an aggregation pipeline by using the | ||
``PipelineDefinitionBuilder`` class, see :ref:`csharp-builders-aggregation` in | ||
the Operations with Builders guide. | ||
.. tip:: | ||
|
||
To learn how to build an aggregation pipeline by using the | ||
``PipelineDefinitionBuilder`` class, see :ref:`csharp-builders-aggregation` in | ||
the Operations with Builders guide. | ||
|
||
To learn more about modifying your change stream output, see the | ||
:manual:`Modify Change Stream Output | ||
</changeStreams/#modify-change-stream-output>` section in the {+mdb-server+} | ||
manual. | ||
|
||
Monitor Update Events Example | ||
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | ||
|
||
The following example uses the ``pipeline`` parameter to open a change stream | ||
that records only update operations. Select the :guilabel:`Asynchronous` or :guilabel:`Synchronous` tab to see the | ||
|
@@ -145,10 +156,73 @@ corresponding code. | |
:end-before: end-change-stream-pipeline | ||
:language: csharp | ||
|
||
To learn more about modifying your change stream output, see the | ||
:manual:`Modify Change Stream Output | ||
</changeStreams/#modify-change-stream-output>` section in the {+mdb-server+} | ||
manual. | ||
Split Large Change Events Example | ||
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | ||
|
||
If your application generates change events that exceed 16 MB in size, the | ||
server returns a ``BSONObjectTooLarge`` error. To avoid this error, you can use | ||
the ``$changeStreamSplitLargeEvent`` pipeline stage to split the events | ||
into smaller fragments. The {+driver-short+} aggregation API includes the | ||
``ChangeStreamSplitLargeEvent()`` method, which you can use to add the | ||
``$changeStreamSplitLargeEvent`` stage to the change stream pipeline. | ||
|
||
This example instructs the driver to watch for changes and split | ||
change events that exceed the 16 MB limit. The code prints the | ||
change document for each event and calls helper methods to | ||
reassemble any event fragments: | ||
|
||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We probably should mention that fragments reassembling is optional (but probably needed), and the split events can be watched as usual events as they arrive. |
||
.. tabs:: | ||
|
||
.. tab:: Asynchronous | ||
:tabid: change-stream-split-async | ||
|
||
.. literalinclude:: /includes/code-examples/change-streams/change-streams.cs | ||
:start-after: start-split-change-event-async | ||
:end-before: end-split-change-event-async | ||
:language: csharp | ||
|
||
.. tab:: Synchronous | ||
:tabid: change-stream-split-sync | ||
|
||
.. literalinclude:: /includes/code-examples/change-streams/change-streams.cs | ||
:start-after: start-split-change-event-sync | ||
:end-before: end-split-change-event-sync | ||
:language: csharp | ||
|
||
.. note:: | ||
|
||
We recommend reassembling change event fragments, as shown in the | ||
preceding example, but this step is optional. You can use the same | ||
logic to watch both split and complete change events. | ||
|
||
The preceding example uses the ``GetNextChangeStreamEvent()``, | ||
``GetNextChangeStreamEventAsync()``, and ``MergeFragment()`` | ||
methods to reassemble change event fragments into a single change stream document. | ||
The following code defines these methods: | ||
|
||
.. tabs:: | ||
|
||
.. tab:: Asynchronous | ||
:tabid: split-event-helpers-async | ||
|
||
.. literalinclude:: /includes/code-examples/change-streams/change-streams.cs | ||
:start-after: start-split-event-helpers-async | ||
:end-before: end-split-event-helpers-async | ||
:language: csharp | ||
|
||
.. tab:: Synchronous | ||
:tabid: split-event-helpers-sync | ||
|
||
.. literalinclude:: /includes/code-examples/change-streams/change-streams.cs | ||
:start-after: start-split-event-helpers-sync | ||
:end-before: end-split-event-helpers-sync | ||
:language: csharp | ||
|
||
.. tip:: | ||
|
||
To learn more about splitting large change events, see | ||
:manual:`$changeStreamSplitLargeEvent </reference/operator/aggregation/changeStreamSplitLargeEvent/>` | ||
in the {+mdb-server+} manual. | ||
|
||
Modify ``Watch()`` Behavior | ||
--------------------------- | ||
|
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -42,7 +42,7 @@ await cursor.ForEachAsync(change => | |
.Match(change => change.OperationType == ChangeStreamOperationType.Update); | ||
|
||
// Opens a change stream and prints the changes as they're received | ||
using (var cursor = await _restaurantsCollection.WatchAsync(pipeline)) | ||
using (var cursor = await collection.WatchAsync(pipeline)) | ||
{ | ||
await cursor.ForEachAsync(change => | ||
{ | ||
|
@@ -56,7 +56,7 @@ await cursor.ForEachAsync(change => | |
.Match(change => change.OperationType == ChangeStreamOperationType.Update); | ||
|
||
// Opens a change streams and print the changes as they're received | ||
using (var cursor = _restaurantsCollection.Watch(pipeline)) | ||
using (var cursor = collection.Watch(pipeline)) | ||
{ | ||
foreach (var change in cursor.ToEnumerable()) | ||
{ | ||
|
@@ -65,6 +65,115 @@ await cursor.ForEachAsync(change => | |
} | ||
// end-change-stream-pipeline | ||
|
||
// start-split-event-helpers-sync | ||
// Fetches the next complete change stream event | ||
private static IEnumerable<ChangeStreamDocument<TDocument>> GetNextChangeStreamEvent<TDocument>( | ||
IEnumerator<ChangeStreamDocument<TDocument>> changeStreamEnumerator) | ||
{ | ||
while (changeStreamEnumerator.MoveNext()) | ||
{ | ||
var changeStreamEvent = changeStreamEnumerator.Current; | ||
if (changeStreamEvent.SplitEvent != null) | ||
{ | ||
var fragment = changeStreamEvent; | ||
while (fragment.SplitEvent.Fragment < fragment.SplitEvent.Of) | ||
{ | ||
changeStreamEnumerator.MoveNext(); | ||
fragment = changeStreamEnumerator.Current; | ||
MergeFragment(changeStreamEvent, fragment); | ||
} | ||
} | ||
yield return changeStreamEvent; | ||
} | ||
} | ||
|
||
// Merges a fragment into the base event | ||
private static void MergeFragment<TDocument>( | ||
ChangeStreamDocument<TDocument> changeStreamEvent, | ||
ChangeStreamDocument<TDocument> fragment) | ||
{ | ||
foreach (var element in fragment.BackingDocument) | ||
{ | ||
if (element.Name != "_id" && element.Name != "splitEvent") | ||
{ | ||
changeStreamEvent.BackingDocument[element.Name] = element.Value; | ||
} | ||
} | ||
} | ||
// end-split-event-helpers-sync | ||
|
||
// start-split-event-helpers-async | ||
// Fetches the next complete change stream event | ||
private static async IAsyncEnumerable<ChangeStreamDocument<TDocument>> GetNextChangeStreamEventAsync<TDocument>( | ||
IAsyncCursor<ChangeStreamDocument<TDocument>> changeStreamCursor) | ||
{ | ||
var changeStreamEnumerator = GetNextChangeStreamEventFragmentAsync(changeStreamCursor).GetAsyncEnumerator(); | ||
while (await changeStreamEnumerator.MoveNextAsync()) | ||
{ | ||
var changeStreamEvent = changeStreamEnumerator.Current; | ||
if (changeStreamEvent.SplitEvent != null) | ||
{ | ||
var fragment = changeStreamEvent; | ||
while (fragment.SplitEvent.Fragment < fragment.SplitEvent.Of) | ||
{ | ||
await changeStreamEnumerator.MoveNextAsync(); | ||
fragment = changeStreamEnumerator.Current; | ||
MergeFragment(changeStreamEvent, fragment); | ||
} | ||
} | ||
yield return changeStreamEvent; | ||
} | ||
} | ||
|
||
private static async IAsyncEnumerable<ChangeStreamDocument<TDocument>> GetNextChangeStreamEventFragmentAsync<TDocument>( | ||
IAsyncCursor<ChangeStreamDocument<TDocument>> changeStreamCursor) | ||
{ | ||
while (await changeStreamCursor.MoveNextAsync()) | ||
{ | ||
foreach (var changeStreamEvent in changeStreamCursor.Current) | ||
{ | ||
yield return changeStreamEvent; | ||
} | ||
} | ||
} | ||
|
||
// Merges a fragment into the base event | ||
private static void MergeFragment<TDocument>( | ||
ChangeStreamDocument<TDocument> changeStreamEvent, | ||
ChangeStreamDocument<TDocument> fragment) | ||
{ | ||
foreach (var element in fragment.BackingDocument) | ||
{ | ||
if (element.Name != "_id" && element.Name != "splitEvent") | ||
{ | ||
changeStreamEvent.BackingDocument[element.Name] = element.Value; | ||
} | ||
} | ||
} | ||
// end-split-event-helpers-async | ||
|
||
// start-split-change-event-sync | ||
var pipeline = new EmptyPipelineDefinition<ChangeStreamDocument<Restaurant>>() | ||
.ChangeStreamSplitLargeEvent(); | ||
|
||
using var cursor = collection.Watch(pipeline); | ||
foreach (var completeEvent in GetNextChangeStreamEvent(cursor.ToEnumerable().GetEnumerator())) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Unnecessary one space indentation in |
||
{ | ||
Console.WriteLine("Received the following change: " + completeEvent.BackingDocument); | ||
} | ||
// end-split-change-event-sync | ||
|
||
// start-split-change-event-async | ||
var pipeline = new EmptyPipelineDefinition<ChangeStreamDocument<Restaurant>>() | ||
.ChangeStreamSplitLargeEvent(); | ||
|
||
using var cursor = await collection.WatchAsync(pipeline); | ||
await foreach (var completeEvent in GetNextChangeStreamEventAsync(cursor)) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Unnecessary one space indentation in |
||
{ | ||
Console.WriteLine("Received the following change: " + completeEvent.BackingDocument); | ||
} | ||
// end-split-change-event-async | ||
|
||
// start-change-stream-post-image | ||
var pipeline = new EmptyPipelineDefinition<ChangeStreamDocument<Restaurant>>() | ||
.Match(change => change.OperationType == ChangeStreamOperationType.Update); | ||
|
@@ -74,7 +183,7 @@ await cursor.ForEachAsync(change => | |
FullDocument = ChangeStreamFullDocumentOption.UpdateLookup, | ||
}; | ||
|
||
using (var cursor = _restaurantsCollection.Watch(pipeline, options)) | ||
using (var cursor = collection.Watch(pipeline, options)) | ||
{ | ||
foreach (var change in cursor.ToEnumerable()) | ||
{ | ||
|
@@ -92,7 +201,7 @@ await cursor.ForEachAsync(change => | |
FullDocument = ChangeStreamFullDocumentOption.UpdateLookup, | ||
}; | ||
|
||
using var cursor = await _restaurantsCollection.WatchAsync(pipeline, options); | ||
using var cursor = await collection.WatchAsync(pipeline, options); | ||
await cursor.ForEachAsync(change => | ||
{ | ||
Console.WriteLine(change.FullDocument.ToBsonDocument()); | ||
|
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Here we talk about the
$changeStreamSplitLargeEvent
, but we do not explicitly say that we have it as a step in the typed aggregation api, calledChangeStreamSplitLargeEvent
. We mention this only in the code at the bottom of this section. I think it would be better to make this clear from the start