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	❎	✅

Metadata

Release files for flow-tuning 0.1.2

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Source distribution for flow-tuning 0.1.2
File	Size	Uploaded	Provenance	Actions
flow_tuning-0.1.2.tar.gz	20.5 kB	Mar 13, 2024	Without provenance	Details for flow_tuning-0.1.2.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for flow-tuning 0.1.2
File	Interpreter	ABI	Platform	Actions Reset
flow_tuning-0.1.2-py3-none-any.whl 26.2 kB Mar 13, 2024 Without provenance	Python 3	none	any	Details for flow_tuning-0.1.2-py3-none-any.whl

Total release size: 46.6 kB

Release files / flow_tuning-0.1.2.tar.gz

Download URL	flow_tuning-0.1.2.tar.gz
Size	20.5 kB
Tags	Source
SHA-256 checksum How to use checksums	`82ac1245de1ae190133b6d1a9285afc68dd93998124244147d23b0c48ef9335a`
BLAKE2b-256 checksum How to use checksums	`7bbf9c6c26bcce76b350cb1b681078d8258d490e4025aa16329778ee145c3f52`
Upload date	Mar 13, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`poetry/1.7.1 CPython/3.10.12 Linux/5.15.133.1-microsoft-standard-WSL2`

Release files / flow_tuning-0.1.2-py3-none-any.whl

Download URL	flow_tuning-0.1.2-py3-none-any.whl
Size	26.2 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`929f5257324bc8ba1b3c62a031f2736351bbfd9801e67e8c4a4a5404c11b8c55`
BLAKE2b-256 checksum How to use checksums	`0358b538b6a423339196a19c8b817fea61950e2ea4463b836b72428bfc863041`
Upload date	Mar 13, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`poetry/1.7.1 CPython/3.10.12 Linux/5.15.133.1-microsoft-standard-WSL2`

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flow-tuning 0.1.2