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spcl / serverless-benchmarks

SeBS: serverless benchmarking suite for automatic performance analysis of FaaS platforms.
https://mcopik.github.io/projects/sebs/
BSD 3-Clause "New" or "Revised" License
149 stars 67 forks source link

Aidenh6307 patch 1 #212

Open aidenhuang630 opened 4 months ago

aidenhuang630 commented 4 months ago

Introduces a load generating framework for evaluting benchmarks.

Summary by CodeRabbit

coderabbitai[bot] commented 4 months ago

Walkthrough

The recent changes introduce a new load testing utility in load_generator/artillery_generator.py, enabling users to create YAML configuration files that simulate sinusoidal user load patterns. Additionally, a 210_payload.json file defines parameters for a function benchmark, while readme.md provides comprehensive documentation on using the SeBS Load Generator tool, enhancing both usability and functionality.

Changes

Files Change Summary
load_generator/artillery_generator.py Introduced a utility for generating YAML configurations for load testing with sinusoidal patterns; added detailed function definitions and enhanced command-line handling.
load_generator/payloads/210_payload.json Added a JSON configuration file for the "210.thumbnailer" function benchmark, specifying resource allocations, runtime parameters, and input/output details.
load_generator/readme.md Created documentation for the SeBS Load Generator tool, including setup instructions, dependency installation, and usage guidelines to enhance user experience.
dockerfiles/aws/nodejs/Dockerfile.buid2023, dockerfiles/aws/python/Dockerfile.build2023 Added Dockerfiles for Node.js and Python environments, setting up installations, user management utilities, and scripting for container execution.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant CLI
    participant ConfigGenerator
    participant FileWriter

    User->>CLI: Specify max_users, frequency, cycles
    CLI->>ConfigGenerator: Call create_yaml_config(max_users, frequency, cycles)
    ConfigGenerator->>ConfigGenerator: Generate phases using sine function
    ConfigGenerator->>FileWriter: Write configuration to load_test_config.yaml
    FileWriter-->>User: Configuration file created successfully

🐰 In the meadow where I hop and play,
A load test tool has come my way!
With YAML files and testing glee,
Configurations dance, oh so free!
So grab your carrots, let’s have some fun,
Load test adventures for everyone! 🌼

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