Develop Custom Snowflake Query Tool

Create a custom tool for your Google ADK agent that simulates querying a Snowflake data warehouse. This tool should accept parameters like `metric_name`, `time_period`, and `region`. Implement a dummy Python function that returns simulated sales data based on these parameters. Register this tool with your Google ADK agent, allowing Gemini to invoke it when appropriate.