madsci.experiment_application 0.4.7

The Modular Autonomous Discovery for Science (MADSci) Experiment Application framework.

MADSci Experiment Application

The MADSci Experiment Application provides a framework for creating and managing scientific experiments within the MADSci ecosystem.

Overview

The ExperimentApplication class serves as a base class for creating experiment applications that can:

• Manage experiment lifecycle (start, pause, cancel, end)
• Interact with MADSci manager services (experiment, data, resource, workcell, event)
• Handle experiment conditions and resource validation
• Operate in both standalone and server modes

Key Features

• Experiment Management: Start, pause, resume, cancel, and end experiments
• Resource Validation: Evaluate resource conditions before experiment execution
• Event Logging: Integrated logging through the event management system
• Context Management: Automatic experiment context handling
• Server Mode: Can operate as a REST node for remote experiment execution

Dependencies

• madsci.common: Shared types and utilities
• madsci.client: Client libraries for MADSci services
• madsci.node_module: Node framework for REST endpoints

Usage

from madsci.experiment_application import ExperimentApplication

# Create an experiment application
app = ExperimentApplication(
    experiment_design=my_experiment_design,
    experiment_server_url="http://localhost:8002"
)

# Start and manage an experiment
with app.manage_experiment(run_name="My Experiment"):
    # Your experiment code here
    pass

Configuration

The application can be configured through environment variables, TOML files, or direct instantiation:

• Environment prefix: EXPERIMENT_
• Config files: experiment.env, experiment.settings.toml, etc.