Tracking issue for initial prototype

[Max-Meldrum]

• Implement initial UWheelOptimizer which implements QueryPlanner
• Make UWheelOptimizer work for an example query
• Support MinMax temporal pruning #2
• Support Built-in Aggregation Wheels  #3
• Support Temporal Projection Filtering #4
• Support more complex Expressions #5
• Support User-defined Aggregation Wheels #7
• Add IndexBuilder to enable configuration of indexes #8
• Add a test suite for datafusion-uwheel #9
• Support Multiple Aggregations #10
• Rework to use OptimizerRule instead of QueryPlanner #11
• Support Group By Aggregation Queries #13
• Support building indices for custom time ranges #15
• Support Full-scan Aggregations #17