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Add parameter to power-tune only cold starts #206

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@mriccia mriccia commented May 24, 2023

Implement #176

This is another implementation based on #177

With this implementation the mechanism for publishing new versions is decoupled, and the Step Function workflow implements a loop to publish the versions sequentially.
This is done to avoid hitting the Timeout on the Lambda function publishing the Versions.

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Finally reviewed this! Thank you again for the amazing contribution 🙏

I have quite a few comments & questions, and I still need to merge the latest master branch into this.

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@@ -5,7 +5,8 @@
"Effect": "Allow",
"Action": [
"lambda:InvokeFunction",
"lambda:GetFunctionConfiguration"
"lambda:GetFunctionConfiguration",
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@sfloresk all the Terraform edits here will need to be ported to the new repo :)

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@mriccia mriccia May 8, 2024

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Ok, merging the latest wasn't too bad after all :)

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Additional comments: need to update all docs/testing instructions

@@ -5,7 +5,8 @@
"Effect": "Allow",
"Action": [
"lambda:InvokeFunction",
"lambda:GetFunctionConfiguration"
"lambda:GetFunctionConfiguration",
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@mriccia mriccia May 8, 2024

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@mriccia mriccia marked this pull request as draft May 8, 2024 16:56
@mriccia mriccia marked this pull request as ready for review May 16, 2024 11:04
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mriccia commented May 16, 2024

Implemented the Terraform changes in the separate repo, happy to open a PR once we have the green light on the changes here
sfloresk/terraform-aws-lambda-power-tuning@main...mriccia:terraform-aws-lambda-power-tuning:main

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Awesome, almost there 🚀 🚀 🚀

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// use results (which include logs) to compute average duration ...

const durations = utils.parseLogAndExtractDurations(results);
if (onlyColdStarts) {
// we care about the init duration in this case
const initDurations = utils.parseLogAndExtractInitDurations(results);
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@mriccia this is new - I am manually adding the init duration to the billed duration. This might not be the ideal solution for all cases, but it does work for what we need when onlyColdStarts=true. Does that make sense to you?

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I think there's a problem with this. The cost is derived from the durations array, now that we're adding the initDuration in case of cold start the cost calculation will be inaccurate.

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I changed the way the duration and the cost are calculated.
Please take a look when you have a moment, there are some Tests missing (planning to add early next week), but should be good to go if you're happy with this.

// defaulting the index to 0 as the index is required for onlyColdStarts
let aliasToInvoke = utils.buildAliasString(lambdaAlias, onlyColdStarts, 0);
// We need the architecture, regardless of onlyColdStarts or not
const {architecture, isPending} = await utils.getLambdaConfig(lambdaARN, aliasToInvoke);
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Looking at what the Initializer is doing (very similarly), I would consider merging utils.getLambdaPower and utils.getLambdaConfig since they are both using GetFunctionConfigurationCommand and they're simply retrieving different fields from the result.

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Not blocking for this PR - just a reminder for myself in the future :)

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return {
power: config.MemorySize,
// we need to fetch env vars only to add a new one and force a cold start
description: config.Description,
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As mentioned in another comment, this implementation of getLambdaPower has become very similar to getLambdaConfig below. It used to make more sense because it was a specialized version that only cared about config.MemorySize and returned a single value. But now it returns a structure with various config parameters, so I'd consider merging getLambdaPower and getLambdaConfig back into one single implementation where we fetch all the config parameters we need.

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2 participants