Home Backend Development Golang How to Handle Nested Struct Errors When Loading Datastore Entities from Python to Go?

How to Handle Nested Struct Errors When Loading Datastore Entities from Python to Go?

Oct 25, 2024 am 08:08 AM

How to Handle Nested Struct Errors When Loading Datastore Entities from Python to Go?

Loading Datastore Entities from Python to Go: Understanding Nested Struct Errors

In Google AppEngine, an attempt to read datastore entities defined in Python from a Go project may result in the error:

datastore: flattening nested structs leads to a slice of slices: field "Messages"
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Root Cause

The error stems from incompatible data structures between the Python and Go programming languages. In the provided Python models, ModelA contains a repeated property messages of type ModelB. In Go, both ModelA and ModelB are defined with slice fields, leading to a nested slice structure.

Solution

The Go datastore package is restricted in supporting nested slices. To resolve this issue, one must adjust the data structures in either Python or Go:

Python Model Adjustment

  • Change messages in ModelA to be a single ModelB type instead of a slice.

Go Model Adjustment

  • Remove the slice field from ModelA (i.e., make messages simply ModelB).
  • Implement custom decoding logic in the Load method of ModelA to handle the nested structure (as demonstrated in the provided Go code).

Considerations

  • Choosing to resolve the issue in Python requires rewriting existing data.
  • Implementing custom decoding in Go may be complex and error-prone.

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