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Let's take care of our
micro-services
Samuel Roze
Inviqa
twitter.com/samuelroze
github.com/sroze
(micro)services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Monolith costs a lot...
(only) on the long run !
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Microservices are
flexible
but introduces complexity!
Take care of our micro services
Take care of our micro services
Take care of our micro services
Key points
» Organisation
» Deployment pipeline
» Monitoring & debugging
» Fault tolerance
Key points
Organisation
» In the teams
Spotify's squads: the team knows about their services
» Between the teams
Responsibility boundaries, communication, shared goals
Key points
Deployment pipeline
» New services
Create new services within hours
» Continuous Delivery
Small and fast deployments
» Delivery as a Service
The teams can change the technology stack themselves
Key points
Monitoring and debugging
» Pro-active monitoring
health-checks
» Active error logging and alterting
know what is going on
» Debugging after incident
tracing between services
Key points
Fault tolerance
» Perfection, hopes or embracing faults
Because that will happen
» Architecture
A server dies
» Application
A service is down or throwing exceptions
Key points, again
» Organisation
» Deployment pipeline
» Monitoring & debugging
» Fault tolerance
Take care of our micro services
Environments
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Fault tolerance
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Tolerance
 github.com/Tolerance/Tolerance
tolerance.io
Tolerance
Operations
Take something that can fail...
$comments = $client->getLastComments();
Wrap into an Operation
use ToleranceOperationCallback;
$operation = new Callback(function() use ($client) {
return $client->getLastComments();
});
Run the operation
$comments = $runner->run($operation);
 Be fault tolerant
by decorating the operation
runners
Retry
$waitStrategy = new CountLimited(
new ExponentialBackOff(
new SleepWaiter(),
1
),
10
);
$runner = new RetryOperationRunner(
$decoratedRunner,
$waitStrategy
);
Fallback
$staticResultFactory = new StaticResultFactory([]);
$runner = new FallbackOperationRunner(
$decoratedRunner,
$staticResultFactory
);
// ...
$messages = $runner->run($operation);
Take care of our micro services
Take care of our micro services
Other operation
runners...
Rate limiting
$rateLimit = new LeakyBucket(
new InMemoryStorage(),
new TimeRate(10, TimeRate::PER_SECOND)
);
$runner = new RateLimitedOperationRunner(
$decoratedRunner,
$rateLimit,
new SleepWaiter()
);
Buffered (ie postponed runs)
$buffer = new InMemoryOperationBuffer();
$bufferedRunner = new BufferedOperationRunner($runner, $buffer);
// Run operations
$bufferedRunner->run($firstOperation);
$bufferedRunner->run($secondOperation);
// ...
// ...
$results = $bufferedRunner->runBufferedOperations();
Take care of our micro services
AppKernel.php
new ToleranceBridgeSymfonyBundle
ToleranceBundle();
Get runners from YAML
tolerance:
operation_runners:
default:
retry:
# ...
callback:
# ...
buffered:
# ...
fallback:
# ...
 Buffered runner
A lot of operations don't have to be executed just now.
$runner->run(new Callback(function() {
$this->pushMyBusinessMetricToElasticSearch();
}));
» Run operations on kernel.terminate event
 AOP
Aspect Oriented Programming
 AOP
tolerance:
aop: ~
Wrap your services into operations
just by using a tolerance.operation_wrapper tag
<services>
<service id="app.comments_client" class="AppCommentsHttpClient">
<tag name="tolerance.operation_wrapper"
methods="getLastComments"
runner="tolerance.operation_runner.default" />
</service>
</services>
Use your service as usual
$comments = $this->client->getLastComments();
Tolerance
 MessageProfile
Take care of our micro services
Take care of our micro services
MessageProfile
tolerance:
message_profile:
enabled: true
storage:
neo4j: neo4j_client_service_id
current_peer:
service: "My service"
environment: %kernel.environment%
version: 12345
MessageProfile
Integrations
» Guzzle
» Monolog
» RabbitMqBundle
» HttpFoundation
» PSR-7
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Take care of our micro services
Thank you!
@samuelroze
https://github.com/Tolerance/Tolerance
https://joind.in/talk/2f75b

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Take care of our micro services