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On Tue, Sep 6, 2022 at 2:40 PM Bill Zhao <wyz...@gmail.com> wrote: > > unsubscribe > > 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