airo-ipc

Create a real-time data streaming application using the 'airo-ipc' package for inter-process communication in AIRO environments. This application will serve as a bridge between different AIRO components, enabling seamless data exchange across various processes. Your task is to develop a mini-application that includes the following functionalities:

1. **Data Collection Module**: Implement a module that collects data from multiple sources (simulated or real). These sources could include sensors, APIs, or any other relevant data producers.
2. **IPC Communication Module**: Utilize the 'airo-ipc' package to set up communication channels between the data collection module and a processing module. Ensure that the IPC framework supports efficient and reliable message passing.
3. **Data Processing Module**: Develop a module that processes the incoming data streams. This could involve filtering, aggregation, transformation, or any other form of data manipulation required for your use case.
4. **Visualization Module**: Integrate a visualization component that displays the processed data in real-time. This could be a simple console-based output or a more advanced graphical user interface.
5. **Error Handling and Logging**: Implement robust error handling and logging mechanisms to ensure that any issues during data collection, processing, or communication are properly recorded and managed.
6. **Scalability and Performance Optimization**: Design the application to handle increased loads efficiently. Consider how you might scale the system if additional data sources or processing requirements were added.

Your goal is to demonstrate how 'airo-ipc' can facilitate complex data workflows in AIRO environments, making it easier to integrate disparate systems and improve overall system performance and reliability.