Parallelizing document retrieval
This is an article I wrote a while ago, but apparently hadn't posted.
MongoDB 2.6 has a new feature that allows you to read all the documents from one collection with multiple cursors in parallel. This is done through a database command called parallelCollectionScan. The idea behind it is that it is faster then reading all the documents in a collection sequentially.
Just like the Aggregation Cursor, calling this command returns cursor information. However, it returns an array of these structures. Let run this example to see what it returns:
<?php
$m = new MongoClient;
$d = $m->demo;
$r = $d->command( [
'parallelCollectionScan' => 'cities',
'numCursors' => 3
] );
var_dump( $r );
?>
And this outputs (after some formatting):
array(2) {
["cursors"]=>
array(3) {
[0]=>
array(2) {
["cursor"]=>
array(3) {
["firstBatch"]=> array(0) { }
["ns"]=> string(14) "demo.cities"
["id"]=>
object(MongoInt64)#5 (1) {
["value"]=> string(12) "339843550291"
}
}
["ok"]=> bool(true)
}
[1]=>
array(2) {
["cursor"]=>
array(3) {
["firstBatch"]=> array(0) { }
["ns"]=> string(14) "demo.cities"
["id"]=>
object(MongoInt64)#6 (1) {
["value"]=> string(12) "340949759620"
}
}
["ok"]=> bool(true)
}
[2]=>
array(2) {
...
}
}
["ok"]=> float(1)
}
With the MongoCommandCursor::createFromDocument from an earlier article you can create a MongoCommandCursor for each of the array elements:
<?php
$m = new MongoClient;
$d = $m->demo;
$r = $d->command( [
'parallelCollectionScan' => 'cities',
'numCursors' => 3
], null, $hash );
$cursors = [];
foreach( $r['cursors'] as $cursorInfo )
{
$cursors[] = MongoCommandCursor::createFromDocument( $m, $hash, $cursorInfo );
}
?>
Instead of creating an array of cursors yourself, the driver implements the MongoCollection::parallelCollectionScan method. Making the above a little bit easier:
<?php $m = new MongoClient; $c = $m->demo->cities; $cursors = $c->parallelCollectionScan( 3 ); ?>
The idea is that with multiple cursors you can iterate over each of the segments in parallel, for example indifferent threads. Of course, PHP does not have threads so that you can't really run things in parallel. However, PHP does have a MultipleIterator class that allows you to iterate over multiple cursors at the same time:
<?php
$m = new MongoClient;
$c = $m->demo->cities;
$cursors = $c->parallelCollectionScan( 3 );
$multiple_it = new MultipleIterator( MultipleIterator::MIT_NEED_ANY );
foreach ( $cursors as $cursor )
{
$multiple_it->attachIterator( $cursor );
}
foreach ( $multiple_it as $items )
{
foreach ( $items as $item )
{
if ( $item !== NULL )
{
echo $item['name'], "\n";
}
}
}
?>
There are three sections here. First we create the cursors with MongoCollection::parallelCollectionScan, then we collect the created cursors into a MultipleIterator and lastly we iterate over the $multiple_it iterator to get our results. Each iteration gives us an array of elements back. One element for each of the containing cursors (3 in our example). We need a second loop (foreach) to pick out the real document.
Not every contained cursor will provide the same amount of items, it is up to the MongoDB server to divide this. When a contained iterator is exhausted, the MultipleIterator sets the value to NULL. It is probably better to then remove that specific contained iterator from the MultipleIterator, but that is left as an excercise for the reader.
When running some benchmarks, I didn't actually see any performance benefit with multiple cursors over just one cursor, but that is likely because the cursors are still iterated over sequentially, and not in parallel. Perhaps using the pthreads PECL extension allows for a better benchmark, but right now, the PHP driver for MongoDB doesn't support threaded execution yet.
Life Line
I had this little Black-capped Chickadee eating out of my hand earlier on a lovely 8k walk with @dseguy and @DaveLiddament in the snow at the back end of @ConFooCa .
Thanks Canada!
Updated a restaurant
Created a ticket shop, a bench, and a toilet
Created a picnic_table; Updated a viewpoint
Updated a shelter
I hiked 9.3km in 3h12m03s
Updated 3 restaurants
I walked 3.1km in 29m25s
I walked 4.4km in 45m01s
I walked 5.4km in 55m28s
Updated a restaurant; Confirmed a hotel
I walked 6.3km in 1h12m59s
Paraphrasing opening keynote speaker at ConFoo: "Should we go back to the waterfall method of writing massive specs upfront to feed to AI coding agents?"
I walked 1.6km in 17m29s
I walked 2.1km in 17m44s
Updated a pub
I walked 2.6km in 26m41s
Merged pull request #1065
Comparison whether class is userland or internal used the wrong macro
PHP 8.6: zend_enum.h now mixes code with declarations
PHP 8.6: Argument names are now stored as zend_strings
Updated a bench and a waste_basket
I walked 8.3km in 1h25m37s
Created a recycling



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