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From "Smith, Nathanael P" <>
Subject Re: PR: Remove CSVs files as storage layer for Spot results
Date Wed, 15 Mar 2017 17:37:18 GMT

- Nathanael

On Mar 15, 2017, at 10:34 AM, Leda G. Lima <> wrote:


El 15 mar. 2017 10:33, "Alan Ross" <> escribió:

+1 This is important work

On Wed, Mar 15, 2017 at 9:20 AM, Ever Sandoval Apache <


Hi All,

I would like to start a voting process to merge the new feature "Remove
CSVs files as storage layer for Spot results"




New GraphQL API. Apache Spot (incubating) data can be queried through an
API using GraphQL (queries and mutations). User Interface leverage
data query language capabilities in order to fill out the different
such as: Suspicious Connects, Network View, Edge Investigation, and
Details among others. GraphQL API has been developed to expose the
different Spot results, such as: Spot Machine Learning (ML) Results,
Operational Analytics (OA) data enrichment can be queried and consulted
with the GraphQL API. In addition, User Scores will be stored in HDFS for
Spot ML consumption. All the UI elements & feeders are no longer stored
User Interface Local File System Server, those elements were migrated
parquet & json files located in HDFS.

Decouple UI & OA Modules. With the GraphQL API implementation, developers
are allowed to connect their own developed User Interfaces elements to
Apache Spot Results & Data in an easy manner and/or redefining current
elements, implementing new data visualizations without an extra effort.



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