Description
Use case
We discussed it here on Twitter with @dreamorosi and the outcome was that Lambda Powertools for Python already has this feature and this feature request is to re-implement similar feature also in Lambda Powertools for TypeScript.
The problem in our case is that when we use lambda in combination with GraphQL's nested resolvers feature (and mainly AppSync's implementation of nested resolvers) the lambda cold starts begin to stack-up which leads to couple of seconds of aggregated cold starts of all nested resolvers which is very unpleasant.
Solution/User Experience
GraphQL API handler in Lambda Powertools for Python has a resolver library which does the nested resolution inside a single lambda function and instead of creating the abstraction on infrastructure level, as AppSync does, it creates it on source code level. This resolution can be done thanks to informations from $ctx.info
.
This way lambda resolvers would be only for top-level Mutation/Query fields and the rest would be done inside lambda function(s).
And it will reduce any cold starts to minimum. (= cold start of single lambda function)
Alternative solutions
1. Query all the data and return it all inside Query/Mutation top level field resolver lambda functions - this way we loose advantage of GraphQL where clients can select what part of data they are interested in, so we can query only the relevant data on backend.
2. Create simple custom nasty resolver based on `if` statements to distinguish what fields the client is requesting - very nasty source code.
3. Try all possible optimisations to reduce the cold starts. That can be very hard and even in some cases teams can hit a limit where it's not possible to optimize any further..
Acknowledgment
- This feature request meets Lambda Powertools Tenets
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dreamorosi commentedon Nov 14, 2022
Hi @FilipPyrek thank you for opening this feature request!
As I said on Twitter, I think this is an interesting feature that we should consider adding to this library at some point.
At the moment we are focused on implementing Parameters and Idempotency, as well as finishing Lambda Layers and investigating ESM support.
I have added this feature request to the "Ideas" bucket and added the
need-customer-feedback
label. With this label we would like other readers to consider adding their use case as well as a 👍 to the issue. We'll use these datapoints during our next prioritisation.github-actions commentedon Feb 28, 2023
FilipPyrek commentedon Feb 28, 2023
Still relevant
dreamorosi commentedon Feb 28, 2023
Apologies @FilipPyrek. Yesterday I set up some new automation to handle issues and this was caught in the crossfire by mistake.
Agree that the issue should stay open. I am working on a fix to the automation.
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