Zappa

Zappa is a python library which hugely simplifies the deployment of web apps, by using AWS lambda functions (‘serverless’). In essence, the library packages up an existing app, for example a flask application, and generates the endpoints required as lambda functions.

Why is this useful?

Running servers, at least from a hobbyist level, can be pricy, especially if the app requires lots of resources. Lambda functions are perfect for applications which are used as a demo, or things which are only infrequently required, as the consumer pays only for the time the server is active, billed in ms on AWS.

The downsides?

Generally speaking, lambda functions have a start up time that’s slower than a 24/7 server. When a request comes in for a given function, if the function has not recently been called, it will need to be created before the request can be processed. This can be quite a high overhead for functions with many dependencies. Zappa helps out with this by keeping the function ‘warm’ – periodically sending a request to the function to keep it from being stripped down. If you have a lambda function which gets bursts of requests, it can take time to spin up clones of the functions, limiting its effectiveness in production environments.

Examples:

The terracotta library, which I have mentioned before on here, is a great example of how effective lambda functions can be. NDVI time series by Vincent Sarago is another great example.

Advertisements