Future Mode
editFuture Mode
editThe client offers a mode called "future" or "async" mode. This allows batch processing of requests (sent in parallel to the cluster), which can have a dramatic impact on performance and throughput.
PHP is fundamentally single-threaded, however, libcurl provides a functionality called the "multi interface". This functionality allows languages like PHP to gain concurrency by providing a batch of requests to process. The batch is executed in parallel by the underlying multithreaded libcurl library, and the batch of responses is then returned to PHP.
In a single-threaded environment, the time to execute n
requests is the sum of
those n
request’s latencies. With the multi interface, the time to execute n
requests is the latency of the slowest request (assuming enough handles are
available to execute all requests in parallel).
Furthermore, the multi-interface allows requests to different hosts simultaneously, which means the Elasticsearch-PHP client can more effectively utilize your full cluster.
Using Future Mode
editUtilizing this feature is straightforward, but it does introduce more
responsibility into your code. To enable future mode, set the future
flag in
the client options to 'lazy'
:
$client = ClientBuilder::create()->build(); $params = [ 'index' => 'test', 'id' => 1, 'client' => [ 'future' => 'lazy' ] ]; $future = $client->get($params);
This returns a future, rather than the actual response. A future represents a future computation and acts like a placeholder. You can pass a future around your code like a regular object. When you need the result values, you can resolve the future. If the future has already resolved (due to some other activity), the values are immediately available. If the future has not resolved yet, the resolution blocks until those values become available (for example, after the API call completes).
In practice, this means you can queue up a batch of requests by using
future: lazy
and they pend until you resolve the futures, at which time all
requests will be sent in parallel to the cluster and return asynchronously to
curl.
This sounds tricky, but it is actually simple thanks to RingPHP’s FutureArray
interface, which makes the future act like a simple associative array. For
example:
$client = ClientBuilder::create()->build(); $params = [ 'index' => 'test', 'id' => 1, 'client' => [ 'future' => 'lazy' ] ]; $future = $client->get($params); $doc = $future['_source']; // This call blocks and forces the future to resolve
Interacting with the future as an associative array, just like a normal response, causes the future to resolve that particular value (which in turn resolves all pending requests and values). This allows patterns such as:
$client = ClientBuilder::create()->build(); $futures = []; for ($i = 0; $i < 1000; $i++) { $params = [ 'index' => 'test', 'id' => $i, 'client' => [ 'future' => 'lazy' ] ]; $futures[] = $client->get($params); //queue up the request } foreach ($futures as $future) { // access future's values, causing resolution if necessary echo $future['_source']; }
The queued requests will execute in parallel and populate their futures after execution. Batch size defaults to 100 requests/batch.
If you wish to force future resolution, but don’t need the values immediately,
you can call wait()
on the future to force resolution, too:
$client = ClientBuilder::create()->build(); $futures = []; for ($i = 0; $i < 1000; $i++) { $params = [ 'index' => 'test', 'id' => $i, 'client' => [ 'future' => 'lazy' ] ]; $futures[] = $client->get($params); //queue up the request } //wait() forces future resolution and will execute the underlying curl batch $futures[999]->wait();
Changing batch size
editThe default batch size is 100, meaning 100 requests queue up before the client
forces futures to begin resolving (for example, initiate a curl_multi
call).
The batch size can be changed depending on your preferences. The batch size can
be set via the max_handles
setting when configuring the handler:
$handlerParams = [ 'max_handles' => 500 ]; $defaultHandler = ClientBuilder::defaultHandler($handlerParams); $client = ClientBuilder::create() ->setHandler($defaultHandler) ->build();
This changes the behavior to wait on 500 queued requests before sending the batch. Note, however, that forcing a future to resolve causes the underlying curl batch to execute, regardless of if the batch is "full" or not. In this example, only 499 requests are added to the queue, but the final future resolution forces the batch to flush anyway:
$handlerParams = [ 'max_handles' => 500 ]; $defaultHandler = ClientBuilder::defaultHandler($handlerParams); $client = ClientBuilder::create() ->setHandler($defaultHandler) ->build(); $futures = []; for ($i = 0; $i < 499; $i++) { $params = [ 'index' => 'test', 'id' => $i, 'client' => [ 'future' => 'lazy' ] ]; $futures[] = $client->get($params); //queue up the request } // resolve the future, and therefore the underlying batch $body = $future[499]['body'];
Heterogeneous batches are OK
editIt is possible to queue up heterogeneous batches of requests. For example, you can queue up several GETs, indexing requests, and a search:
$client = ClientBuilder::create()->build(); $futures = []; $params = [ 'index' => 'test', 'id' => 1, 'client' => [ 'future' => 'lazy' ] ]; $futures['getRequest'] = $client->get($params); // First request $params = [ 'index' => 'test', 'id' => 2, 'body' => [ 'field' => 'value' ], 'client' => [ 'future' => 'lazy' ] ]; $futures['indexRequest'] = $client->index($params); // Second request $params = [ 'index' => 'test', 'body' => [ 'query' => [ 'match' => [ 'field' => 'value' ] ] ], 'client' => [ 'future' => 'lazy' ] ]; $futures['searchRequest'] = $client->search($params); // Third request // Resolve futures...blocks until network call completes $searchResults = $futures['searchRequest']['hits']; // Should return immediately, since the previous future resolved the entire batch $doc = $futures['getRequest']['_source'];
Caveats to Future mode
editThere are a few caveats to using future mode. The biggest is also the most obvious: you need to deal with resolving the future yourself. This is usually trivial, but can sometimes introduce unexpected complications.
For example, if you resolve manually using wait()
, you may need to call
wait()
several times if there were retries. This is because each retry
introduces another layer of wrapped futures, and each needs to be resolved to
get the final result.
However, this is not needed if you access values via the ArrayInterface (for
example, $response['hits']['hits']
) since FutureArrayInterface automatically
and fully resolves the future to provide values.
Another caveat is that certain APIs will lose their "helper" functionality. For
example, "exists" APIs ($client->exists()
, $client->indices()->exists
,
$client->indices->templateExists()
, and so on) typically return a true or
false under normal operation.
When operated in future mode, the unwrapping of the future is left to your application, which means the client can no longer inspect the response and return a simple true/false. Instead, you’ll see the raw response from Elasticsearch and will have to take action appropriately.
This also applies to ping()
.