flow-tuning 0.1.2

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Flow Tuning

Setup

It's recommended to use DevContainers. Otherwise, you should install the following:

• Python 3.12
• Poetry

You could try the example by executing the following commands:

mkdir -p tmp
cp examples/01-function-tuning.yml tmp/function-tuning.yml
poetry run ft function -c ./tmp/function-tuning.yml

Commands

Use poetry run ft --help to see the available commands.

Directory Structure

- benchmarks     # Benchmarks to test algorithms (WIP)
  |- function    # Function benchmarks
  -- workflow    # Workflow benchmarks
- examples       # Config examples
- flow_tuning    # Source Code
  |- algorithms  # Tuning algorithms
  |- generators  # Function payload generators
  |- providers   # Cloud platform providers
  |- utils       # Utilities
  -- cli.py, function.py, workflow.py
                 # Cli and command routines

Supported algorithms

Algorithm	Description	Function	Workflow
PowerTuning	A modified version of AWS Lambda Power Tuning	✅	❎
OrionTurbo	Simplified Orion OSDI'22	❎	✅