Impl index based filtering for Raphtory APIs alongside Search APIs

[shivamka1]

TODOs:

• Support windowed graph for index based filtering/ Write tests
• Support subgraph for index based filtering/ Write tests
• Impl latest_time semantics for search apis
• Property index addresses the default cprop use case i.e., ignore cprop matched results if tprop has a non-matched value
• Property index/Composite filters needs to support Prop/Cprop/Tprop specific filtering
• Support secondary indexes
• Fix search APIs for python
• Fix search APIs for graphql
• Fix limit/offset issue in index filtering for composite filters/ Write tests
• Replace existing filters/filtering Raphtory APIs with composite filters and APIs/ Write tests
• Replace filtering in Raphtory APIs with index based filtering/ Write tests
• Create a data seed for auto-generated data
• Add filter support for edge src and dst filters
• Add filter builder apis

  TemporalProperty("p2").any().eq(2).   = PropertyFilter::eq(PropertyRef::TemporalProperty(Name, TemporalEnum::Any), value)
  TemporalProperty("p2").latest().eq(2) = PropertyFilter::eq(PropertyRef::TemporalProperty(Name, TemporalEnum::Latest), value)
  ConstantProperty("p2").eq(2)          = PropertyFilter::eq(PropertyRef::ConstantProperty(Name), value)
  Property("p2").eq(2).                 = PropertyFilter::eq(PropertyRef::Property(Name), value)
  
  CompositeNodeFilter::And(vec![Property("p2").eq(), Property("p2").eq()])
  
  Property("p1").eq().and(
       Property("p2").eq().or(Property("p2").eq())
  ).and(Property("p4").eq())
  
  CompositeNodeFilter::And(vec![
      Property("p2").eq(), 
      CompositeNodeFilter::Or(vec![Property("p2").eq(), Property("p3").eq()]),
      Property("p4").eq(), 
  ])