API Gateway

How to create IP-protected endpoints with API Gateway and Lambda

If you haven’t been pay­ing close atten­tion you might have missed the API Gate­way announce­ment for resource poli­cies. It lat­er played a key role in sup­port­ing API Gate­way pri­vate end­points — a way to put your API inside a pri­vate VPC. To con­fig­ure resource poli­cies with the Server­less frame­work, you need to upgrade to v1.28.0 or …

How to cre­ate IP-pro­tect­ed end­points with API Gate­way and Lamb­daRead More »

auto-create CloudWatch Alarms for APIs with Lambda

In a pre­vi­ous post we dis­cussed how to auto-sub­­scribe a Cloud­Watch Log Group to a Lamb­da func­tion using Cloud­Watch Events. So that we don’t need a man­u­al process to ensure all Lamb­da logs would go to our log aggre­ga­tion ser­vice. Whilst this is use­ful in its own right, it only scratch­es the sur­face of what …

auto-cre­ate Cloud­Watch Alarms for APIs with Lamb­daRead More »

how to do fan-out and fan-in with AWS Lambda

In the last post, we look at how you can imple­ment pub-sub with AWS Lamb­da. We com­pared sev­er­al event sources you can use, SNS, Kine­sis streams and DynamoDB streams, and the trade­offs avail­able to you. Let’s look at anoth­er mes­sag­ing pat­tern today, push-pull, which is often referred to as fan-out­/­fan-in. It’s real­ly two sep­a­rate pat­terns …

how to do fan-out and fan-in with AWS Lamb­daRead More »

I’m afraid you’re thinking about AWS Lambda cold starts all wrong

When I dis­cuss AWS Lamb­da cold starts with folks in the con­text of API Gate­way, I often get respons­es along the line of: Meh, it’s only the first request right? So what if one request is slow, the next mil­lion requests would be fast. Unfor­tu­nate­ly that is an over­sim­pli­fi­ca­tion of what hap­pens. Cold start hap­pens once for …

I’m afraid you’re think­ing about AWS Lamb­da cold starts all wrongRead More »

AWS Lambda — use the invocation context to better handle slow HTTP responses

With API Gate­way and Lamb­da, you’re forced to use rel­a­tive­ly short time­outs on the serv­er-side: API Gate­way have a 30s max time­out on all inte­gra­tion points Server­less frame­work uses a default of 6s for AWS Lamb­da func­tions How­ev­er, as you have lim­it­ed influ­ence over a Lamb­da function’s cold start time and have no con­trol over the amount of …

AWS Lamb­da — use the invo­ca­tion con­text to bet­ter han­dle slow HTTP respons­esRead More »

Applying principles of chaos engineering to AWS Lambda with latency injection

This is part 2 of a mul­ti­part series that explores ideas on how we could apply the prin­ci­ples of chaos engi­neer­ing to server­less archi­tec­tures built around Lamb­da func­tions. part 1: how can we apply prin­ci­ples of chaos engi­neer­ing to Lamb­da? part 2: laten­cy injec­tion for APIs <- you’re here part 3: fault injec­tion for Lamb­da …

Apply­ing prin­ci­ples of chaos engi­neer­ing to AWS Lamb­da with laten­cy injec­tionRead More »

Using Protocol Buffers with API Gateway and AWS Lambda

AWS announced bina­ry sup­port for API Gate­way in late 2016, which opened up the door for you to use more effi­cient bina­ry for­mats such as Google’s Pro­to­col Buffers and Apache Thrift. Why? Com­pared to JSON — which is the bread and but­ter for APIs built with API Gate­way and Lamb­da — these bina­ry for­mats can pro­duce sig­nif­i­cant­ly small­er pay­loads. At scale, …

Using Pro­to­col Buffers with API Gate­way and AWS Lamb­daRead More »

Capture and forward correlation IDs through different Lambda event sources

Server­less archi­tec­tures are microser­vices by default, you need cor­re­la­tion IDs to help debug issues that spans across mul­ti­ple func­tions, and pos­si­bly dif­fer­ent event source types — asyn­chro­nous, syn­chro­nous and streams. This is the last of a 3-part mini series on man­ag­ing your AWS Lamb­da logs. If you haven’t read part 1 yet, please give it a read now. …

Cap­ture and for­ward cor­re­la­tion IDs through dif­fer­ent Lamb­da event sourcesRead More »

Yubl’s road to Serverless — building better recommendations with Lambda, BigQuery and GrapheneDB

part 1: overview part 2: test­ing and CI/CD part 3: ops part 4: build­ing a scal­able noti­fi­ca­tion sys­tem part 5: build­ing a bet­ter rec­om­men­da­tion sys­tem <- you’re here When I joined Yubl in April 2016, it had launched just 2 months ear­li­er, after a long and chaot­ic devel­op­ment cycle that last­ed more than 2 years …

Yubl’s road to Server­less — build­ing bet­ter rec­om­men­da­tions with Lamb­da, Big­Query and GrapheneDBRead More »

Serverless 1.X — enable API Gateway caching on request parameters

Hav­ing pre­vi­ous­ly blogged about the untrod­den path to enable caching on API Gate­way request para­me­ters in the Server­less frame­work 0.5.X, it’s a lit­tle dis­ap­point­ing that it’s still not offi­cial­ly fixed in the 1.X ver­sions… The Prob­lem The prob­lem is two-fold: there’s cur­rent­ly no way to spec­i­fy caching should be enabled for path & query string …

Server­less 1.X — enable API Gate­way caching on request para­me­tersRead More »

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