Python Dynamic Configuration Manager with Runtime Reload
14. Dynamic Configuration Manager
Write a Python program to create a dynamic configuration manager that reloads settings at runtime.
The problem involves creating a dynamic configuration manager that can reload settings from a configuration file at runtime without restart. This system should monitor the configuration file for any changes and automatically update the in-memory settings when modifications are detected. It ensures that applications can adapt to new configurations immediately, enhancing flexibility and reducing downtime. Implementing this involves using file system monitoring tools, thread-safe operations, and handling runtime updates seamlessly.
Sample Solution:
config_manager.py
Python Code :
config.json
Python Code :
Output:
(base) C:\Users\ME>python config_manager.py Configuration reloaded: {'setting1': 'value100', 'setting2': 'value200'} Current configuration: {'setting1': 'value100', 'setting2': 'value200'} Started watching for configuration changes... Current configuration: {'setting1': 'value100', 'setting2': 'value200'} Current configuration: {'setting1': 'value100', 'setting2': 'value200'} Current configuration: {'setting1': 'value100', 'setting2': 'value200'} Current configuration: {'setting1': 'value100', 'setting2': 'value200'} Configuration file .\config.json changed, reloading... Configuration reloaded: {'setting1': 'value1', 'setting2': 'value2'} Current configuration: {'setting1': 'value1', 'setting2': 'value2'} Current configuration: {'setting1': 'value1', 'setting2': 'value2'} Current configuration: {'setting1': 'value1', 'setting2': 'value2'} Configuration file .\config.json changed, reloading... Configuration reloaded: {'setting100': 'value1', 'setting200': 'value2'} Current configuration: {'setting100': 'value1', 'setting200': 'value2'} Current configuration: {'setting100': 'value1', 'setting200': 'value2'} Shutting down... Stopping observer... Observer stopped. Program terminated. (base) C:\Users\ME>
Explanation:
- Imports: Necessary modules are imported, including JSON for parsing, threading for concurrent execution, signal for handling interrupts, and watchdog for monitoring file changes.
- ConfigManager class: Manages the configuration file, loading and providing access to configuration settings in a thread-safe manner.
- ConfigFileHandler class: Handles file modification events to reload the configuration file when it changes.
- handle_sigint function: Gracefully handles shutdown when a SIGINT (Ctrl+C) is detected.
- Main execution block: Initializes the configuration manager, sets up a signal handler for graceful shutdown, starts a thread to watch for file changes, and periodically prints the current configuration until interrupted.
For more Practice: Solve these Related Problems:
- Write a Python program to implement a configuration manager that monitors a JSON file and reloads settings when changes occur.
- Write a Python program to create a dynamic configuration system using file watchers to detect and apply runtime changes from YAML files.
- Write a Python program to build a configuration manager that merges default settings with user updates and supports hot-reloading.
- Write a Python program to implement a dynamic config loader that updates in-memory settings automatically upon file modification.
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