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On Tue, Sep 6, 2022 at 2:40 PM Bill Zhao <wyz...@gmail.com> wrote:
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> Valentyn Kahamlyk <valent...@bitquilltech.com.invalid> 于2022年7月18日周一 16:56写道:
> >
> > Hi All,
> >
> > I'm investigating the possibility of using Arrow Flight with graph 
> > databases, and exploring how to enable Arrow Flight endpoint in Apache 
> > Tinkerpop Gremlin server.
> >
> > Now graph databases use several incompatible protocols that make it 
> > difficult to use and spread the technology.
> > A common features for graph databases are
> > 1. Lack of a scheme. Each vertex of the graph can have its own set of 
> > properties, including properties with the same name but different types. 
> > Metadata such as type and size are also passed with each value, which 
> > increases the amount of data transferred. Some data types are not supported 
> > by all languages.
> > 2. Internal representation of data is different for all implementations. 
> > For data exchange we used a set of formats like customized JSON and custom 
> > binary, but we would like to get a performance gain from using Arrow Flight.
> > 3. The difference in concepts like transactions, sessions, etc. 
> > Conceptually this may differ from the implementation in SQL.
> > Gremlin server does not natively support transactions, so we use the Neo4J 
> > plugin.
> >
> > We are currently working on a prototype in which we are trying to use Arrow 
> > Flight as a transport for transmitting requests and data to Gremlin Server. 
> > Serialization is still based on an internal format due to schema creation 
> > complexity.
> >
> > Ideas are welcome.
> >
> > Regards, Valentyn

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