graphql-python / graphql-python/graphql-core
Slow introspection query execution for large schemas
- 主要語言
- Python
- 星號
- 531
- 分支
- 146
- PR 合併指標
- 30 天內沒有已合併 PR
描述
The graphql-core `graphql_sync` function takes approximately 20x slower than a module that I wrote that solely executes the introspection query. https://github.com/kensho-technologies/graphql-compiler/blob/main/graphql_compiler/fast_introspection.py
With the graphql-core Python library, executing the default introspection query (outputted from `get_introspection_query`) on a schema of around ten thousand types with `graphql_sync` takes 26 seconds to run. Writing my own module that calls the same graphql-core Type resolvers executes the same query on the same schema in 1.37 seconds.
I'm not sure what exactly is the time sink with the graphql-core's approach, but it might have to do with the generality of `graphql_sync` and thus, computing the next field to resolve at every step, and also `graphql_sync`'s recursive nature. Interestingly, I ran the same query on the same schema using Graphql.js, and the execution took less than 2 seconds (around 1.7 seconds).
Thank you for your time and all the work to port GraphQL.js to Python!
貢獻指南
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研究方向
Start with graphql_sync and get_introspection_query, then compare their execution path with the referenced graphql_compiler/fast_introspection.py module. Reproduce the introspection query on a schema of around ten thousand types and profile the execution. Done means identifying and addressing the dominant overhead with a measured improvement over the reported 26-second runtime.
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評估
- 技術堆疊
- python
- 領域
- api, performance
- Issue 類型
- 缺陷
- 難度
- 4/5
- 預估耗時
- 3-5 天
- 活躍度
- 停滯
- 描述清晰度
- 基本清楚
- 新手友好度
- 35/100