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Is there a good way to batch API calls?

I'm building a service that requires  n^2 api calls for each city I add.  Naturally, this is getting a bit clunky (6 cities is 36 separate calls).  I lieu of finding a better webservice that can consolidate this into one API call, is there a good way to batch these so I don't get fatal errors when one of these fails?

 

Ideally, I'd be able to loop the calls until results are returned for each.

 

Thanks

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interface MyBatchService
{
    public function someMethod();
}

class SomeService1 implements MyBatchService
{
    private $successor;
    
    public function __construct(MyBatchService $successor) {
        $this->successor = $successor;
    }
    
    public function someMethod() {
        if(!$this->canHandle()) {
            if($this->successor)
                return $this->successor->someMethod();
            throw new Exception('Failed to handle the request');
        }
    }
}

class SomeService2 implements MyBatchService
{
    private $successor;
    
    public function __construct(MyBatchService $successor) {
        $this->successor = $successor;
    }
    
    public function someMethod() {
        if(!$this->canHandle()) {
            if($this->successor)
                return $this->successor->someMethod();
            throw new Exception('Failed to handle the request');
        }
    }
}

class SomeService3 implements MyBatchService
{
    private $successor;
    
    public function __construct(MyBatchService $successor) {
        $this->successor = $successor;
    }
    
    public function someMethod() {
        if(!$this->canHandle()) {
            if($this->successor)
                return $this->successor->someMethod();
            throw new Exception('Failed to handle the request');
        }
    }
}

try {
    $batch = new SomeService1(new SomeService2(new SomeService3()));
    $batch->someMethod(); // initialize the chain
} catch(Exception $e) {
    echo $e->getMessage();
}

 

I assume each service returns the same information. The interface declares the common interface eg getUser(..) If a service fails to be able to handle the request (due to overload) it will try it's successor until the request is successfully handled or an exception is thrown.

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