archway-labs

Create a Python-based mini-application that leverages the 'archway-labs' package to manage and display data from a simulated Archway network environment. This application will serve as a basic dashboard tool for monitoring various aspects of the network such as node status, transaction history, and user activity. Here’s a detailed breakdown of the steps and features:

1. **Setup Environment**: Ensure you have Python installed along with the necessary libraries including 'archway-labs'. Use pip to install the package if it isn't already available.
2. **Application Structure**: Design your application with a simple yet effective structure. It should include modules for data fetching, data processing, and visualization.
3. **Data Fetching Module**: Utilize the 'archway-labs' package to connect to the Archway network and fetch real-time data about nodes, transactions, and users. Implement functions to handle API requests and parse responses.
4. **Data Processing Module**: Develop functionalities within this module to clean, organize, and analyze the fetched data. For instance, calculate the total number of transactions per day, identify active nodes, and summarize user activities.
5. **Visualization Module**: Integrate libraries like Matplotlib or Plotly to visualize the processed data. Create graphs and charts that show trends over time, node statuses, transaction volumes, etc.
6. **User Interface**: Although not mandatory, consider adding a simple command-line interface (CLI) using libraries like Click for better user interaction. Alternatively, explore building a basic web interface using Flask to make the app more accessible.
7. **Testing & Documentation**: Write tests to ensure each part of your application works correctly. Also, document your code and provide instructions on how others can set up and run your application.
8. **Deployment**: Once everything is tested and working as expected, look into deploying your application either locally or on a cloud platform like Heroku.

Suggested Features:
- Real-time updates of node statuses.
- Historical transaction data visualization.
- User activity logs and summaries.
- Alerts for significant events or anomalies in the network.

The 'archway-labs' package plays a crucial role by providing the necessary tools and APIs to interact with the Archway network. Your task is to creatively use these tools to build a useful and engaging application.