Edge Run Request Generator
Project description
Edge Run Request Generator
This project provides ready-to-use request generators that the Galileo project uses to generate workload (specifically, faas-sim and galileo-experiments)
The project is structured simply and offers multiple generators that produce inter-arrival times. Currently supported RPS profiles:
- Constant - does what you'd expect
- Sine - replicates a sine wave with a given peak (max rps) and period (simulation time in seconds between peaks)
- Randomwalk - creates a random walk pattern
RPS profiles yield a target average request per second pattern at a given time.
RPS profiles can be decorated using arrival profiles to get a more realistic request pattern. Following arrival profiles are supported:
- Static
- Expovariate
You can save profiles using the helper function save_requests
and pre_recorded_profile
to read a saved profile
(only necessary if you like to plot it afterwards again).
Install
To install dependencies and develop, run:
make venv
This creates a virtual environment, activates it and installs all dependencies (requirements.txt
and requirements-dev.txt
).
If you like to run the notebooks (i.e., to generate request patterns and plot them comfortably):
pip install -e .
jupyter notebook
Note: you might have to restart the terminal session if jupyter notebook
fails.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for edgerun-request-generator-1.0.1.dev2.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | d0cb3ae0384cf2f638348b79613b59ed5833bc5a78c3d81b20bfab922a3d71e6 |
|
MD5 | 04ab5b9af65e8c641166cf77b8897f17 |
|
BLAKE2b-256 | 4ef8867bedff415fcedc737d553ada8e9fb54414ce239c558e20bf209bf13bba |
Hashes for edgerun_request_generator-1.0.1.dev2-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1ac07233a2dbe7f2f2ccd9500608b35548d0e01f30044edecde3bbde03bddb19 |
|
MD5 | cd9325bc36fecbee055a6f364df3c8a9 |
|
BLAKE2b-256 | e3b7620e8e2c58bca1058464847cc9594cbb30057d9904e44c25416796ea95a5 |