The GraphQL N+1 Problem and SQL Window Functions

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GraphQL API Builder Promise Ruby Batch

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  • graphql-batch

    A query batching executor for the graphql gem

    • After recognizing the problem, we brainstormed options to offload some of the work onto the database server to ultimately reduce the Rails application’s memory consumption. One particularly promising avenue involved SQL window functions. After deciding to pursue SQL window functions, we started our work by considering the WindowKeyLoader example described in the graphql-batch repository.

  • graphql

    Ruby implementation of GraphQL

    • In our Rails application, we use the popular graphql Ruby gem to resolve GraphQL queries. When used naively, it essentially resolves queries as a depth-first tree traversal, which leads to the N+1 problem in GraphQL.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • foundation

    GraphQL Foundation Charter and Legal Documents (by graphql)

    • At Jobber, we're constantly evolving a modern GraphQL API to support our Web-based interface, mobile app interfaces, and third-party integrations. GraphQL allows these clients to specify the field structure and data they need in response to API queries. For example, consider the following GraphQL query:

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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