Monitor Data Changes
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Overview
In this guide, you can learn how to use a change stream to monitor real-time changes to your data. A change stream is a MongoDB Server feature that allows your application to subscribe to data changes on a collection, database, or deployment.
When using the MongoDB PHP Library, you can call the watch()
method to return an
instance of MongoDB\ChangeStream
. Then, you can iterate through the
MongoDB\ChangeStream
instance to monitor data changes, such as updates,
insertions, and deletions.
Sample Data
The examples in this guide use the restaurants
collection in the sample_restaurants
database from the Atlas sample datasets. To access this collection
from your PHP application, instantiate a MongoDB\Client
that connects to an Atlas cluster
and assign the following value to your $collection
variable:
$collection = $client->sample_restaurants->restaurants;
Tip
To learn how to create a free MongoDB Atlas cluster and load the sample datasets, see the Get Started with Atlas guide.
Some examples use the toJSON()
function to represent change events, which are BSON
documents, as Extended JSON. To use this function, paste the following code into your
application file:
function toJSON(object $document): string { return MongoDB\BSON\Document::fromPHP($document)->toRelaxedExtendedJSON(); }
Open a Change Stream
To open a change stream, call the watch()
method. The instance on which you
call the watch()
method determines the scope of events that the change
stream monitors. You can call the watch()
method on instances of the following
classes:
MongoDB\Client
: Monitor all changes in the MongoDB deploymentMongoDB\Database
: Monitor changes in all collections in the databaseMongoDB\Collection
: Monitor changes in the collection
The following example opens a change stream on the restaurants
collection
and outputs changes as they occur:
$changeStream = $collection->watch(); for ($changeStream->rewind(); true; $changeStream->next()) { if ( ! $changeStream->valid()) { continue; } $event = $changeStream->current(); echo toJSON($event), PHP_EOL; if ($event['operationType'] === 'invalidate') { break; } }
To begin watching for changes, run the preceding code. Then, in a separate
shell, modify the restaurants
collection. The following example updates
a document that has a name
field value of 'Blarney Castle'
:
$result = $collection->updateOne( ['name' => 'Blarney Castle'], ['$set' => ['cuisine' => 'Irish']] );
When you update the collection, the change stream application prints the change as it occurs. The printed change event resembles the following output:
{ "_id" : { "_data" : "..." }, "operationType" : "update", "clusterTime" : { "$timestamp" : { ... } }, "wallTime" : { "$date" : "..." }, "ns" : { "db" : "sample_restaurants", "coll" : "restaurants" }, "documentKey" : { "_id" : { "$oid" : "..." } }, "updateDescription" : { "updatedFields" : { "cuisine" : "Irish" }, "removedFields" : [ ], "truncatedArrays" : [ ] } }
Modify the Change Stream Output
To modify the change stream output, you can pass pipeline stages in an array as a
parameter to the watch()
method. You can include the following stages in the
array:
$addFields
or$set
: Adds new fields to documents$match
: Filters the documents$project
: Projects a subset of the document fields$replaceWith
or$replaceRoot
: Replaces the input document with the specified document$redact
: Restricts the contents of the documents$unset
: Removes fields from documents
The following example passes a pipeline that includes the $match
stage to the
watch()
method. This instructs the watch()
method to output events only
when update operations occur:
$pipeline = [['$match' => ['operationType' => 'update']]]; $changeStream = $collection->watch($pipeline); for ($changeStream->rewind(); true; $changeStream->next()) { if ( ! $changeStream->valid()) { continue; } $event = $changeStream->current(); echo toJSON($event), PHP_EOL; if ($event['operationType'] === 'invalidate') { break; } }
Modify watch()
Behavior
To modify the behavior of the watch()
method, you can pass an options array
as a parameter to watch()
. The following table describes useful options you
can set in the array:
Option | Description |
---|---|
| Specifies whether to show the full document after the change, rather
than showing only the changes made to the document. To learn more about
this option, see the Include Pre-Images and Post-Images section of this
guide. |
| Specifies whether to show the full document as it was before the change, rather
than showing only the changes made to the document. To learn more about
this option, see Include Pre-Images and Post-Images. |
| Instructs watch() to start a new change stream after the
operation specified in the resume token. This field allows notifications to
resume after an invalidate event.Each change stream event document includes a resume token as the _id
field. Pass the entire _id field of the change event document that
represents the operation you want to resume after.This option is mutually exclusive with resumeAfter and startAtOperationTime . |
| Instructs the change stream to only provide changes that occurred at or after
the specified timestamp. This option is mutually exclusive with startAfter and resumeAfter . |
| Sets the collation to use for the change stream cursor. |
For a full list of watch()
options, see MongoDB\Collection::watch() in the API
documentation.
Include Pre-Images and Post-Images
Important
You can enable pre-images and post-images on collections only if your deployment uses MongoDB v6.0 or later.
By default, when you perform an operation on a collection, the
corresponding change event includes only the delta of the fields
modified by that operation. To see the full document before or after a
change, specify the fullDocumentBeforeChange
or the fullDocument
options in an array parameter to watch()
.
The pre-image is the full version of a document before a change. To include the
pre-image in the change stream event, set the fullDocumentBeforeChange
option
to one of the following values:
MongoDB\Operation\Watch::FULL_DOCUMENT_BEFORE_CHANGE_WHEN_AVAILABLE
: The change event includes a pre-image of the modified document for change events. If the pre-image is not available, this change event field has anull
value.MongoDB\Operation\Watch::FULL_DOCUMENT_BEFORE_CHANGE_REQUIRED
: The change event includes a pre-image of the modified document for change events. If the pre-image is not available, the server raises an error.
The post-image is the full version of a document after a change. To include the
post-image in the change stream event, set the fullDocument
option to
one of the following values:
MongoDB\Operation\Watch::FULL_DOCUMENT_UPDATE_LOOKUP
: The change event includes a copy of the entire changed document from some time after the change.MongoDB\Operation\Watch::FULL_DOCUMENT_WHEN_AVAILABLE
: The change event includes a post-image of the modified document for change events. If the post-image is not available, this change event field has anull
value.MongoDB\Operation\Watch::FULL_DOCUMENT_REQUIRED
: The change event includes a post-image of the modified document for change events. If the post-image is not available, the server raises an error.
The following example calls the watch()
method on a collection and includes the post-image
of updated documents by setting the fullDocument
option:
$options = ['fullDocument' => MongoDB\Operation\Watch::FULL_DOCUMENT_UPDATE_LOOKUP]; $changeStream = $collection->watch([], $options); for ($changeStream->rewind(); true; $changeStream->next()) { if ( ! $changeStream->valid()) { continue; } $event = $changeStream->current(); echo toJSON($event), PHP_EOL; if ($event['operationType'] === 'invalidate') { break; } }
With the change stream application running in a separate shell, updating a
document in the restaurants
collection by using the preceding update
example prints a change event resembling the following
output:
{ "_id" : { "_data" : "..." }, "operationType" : "update", "clusterTime" : { "$timestamp" : { ... } }, "wallTime" : { "$date" : "..." }, "fullDocument" : { "_id" : { "$oid" : "..." }, "address" : { "building" : "202-24", "coord" : [ -73.925044200000002093, 40.559546199999999772 ], "street" : "Rockaway Point Boulevard", "zipcode" : "11697" }, "borough" : "Queens", "cuisine" : "Irish", "grades" : [ ...], "name" : "Blarney Castle", "restaurant_id" : "40366356" }, "ns" : { "db" : "sample_restaurants", "coll" : "restaurants" }, "documentKey" : { "_id" : { "$oid" : "..." } }, "updateDescription" : { "updatedFields" : { "cuisine" : "Irish" }, "removedFields" : [ ], "truncatedArrays" : [ ] } }
Tip
To learn more about pre-images and post-images, see Change Streams with Document Pre- and Post-Images in the MongoDB Server manual.
Additional Information
To learn more about change streams, see Change Streams in the MongoDB Server manual.
API Documentation
To learn more about any of the methods or types discussed in this guide, see the following API documentation: