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A YAML-based configuration system for mocking event streams

Project description

Resinker

A YAML-based configuration system for mocking event streams. Resinker allows you to generate realistic event data based on entity relationships, dependencies, and scenarios.

Features

  • Define your event schemas in YAML
  • Model complex entity relationships and state changes
  • Generate realistic event data using the Faker library
  • Define complex scenarios and event sequences
  • Output to various destinations: Kafka, files, stdout

Installation

pip install resinker

Or if you're using uv:

uv pip install resinker

Quick Start

  1. Create a YAML configuration file:
version: "1.0"
simulation_settings:
  duration: "10m"
  initial_entity_counts:
    User: 10
  time_progression:
    start_time: "now"
    time_multiplier: 1.0
  random_seed: 42
# Define your schemas, entities, and events here
# ...
outputs:
  - type: "stdout"
    enabled: true
    format: "json_pretty"
  1. Run Resinker:
resinker run -c your_config.yaml

Documentation

For detailed documentation and examples, see the System Overview.

Community

Discord

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