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Pointer Fields vs. Nullable Types for Partial Updates in Go

Pointer fields distinguish a concrete update from no concrete value, but not reliably omitted JSON from explicit null. Choose a presence-aware type or patch format when all three states matter.
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Use pointer fields when a partial-update endpoint needs to distinguish a supplied value—including false, 0, or ""—from an omitted field. But a pointer alone does not reliably distinguish an omitted JSON member from one explicitly set to null. If those states have different meanings, track presence separately or choose a patch format that expresses the needed operation.

Define what omission, null, and a value mean

Choose the API contract before choosing the Go type. For each field, decide whether omission means “leave unchanged,” whether null means “clear” or “reject,” and whether a concrete zero value is a valid update.

JSON request state Common meaning in a partial update Information the server must retain
Member absent Leave the stored value unchanged Whether the member was present
Member present with null Clear or remove the value, or reject the request Presence and nullness
Member present with a value Set the value, including "", 0, or false Presence and the concrete value

The distinction matters beyond decoding: validation and persistence must preserve the same intended action. A request DTO designed for partial updates is often safer than reusing a domain or persistence struct whose fields do not encode those actions.

When pointer fields are enough

A pointer field such as Name *string is compact and useful when the endpoint only needs to tell “no concrete value supplied” from “a concrete value supplied.” A non-nil pointer can represent an explicit empty string, while a nil pointer avoids interpreting an omitted false, 0, or empty string as an update.

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However, ordinary pointer decoding does not provide a dependable three-state record of omitted, explicit null, and concrete value. If omission means “keep the existing value” but null means “clear it,” a pointer’s nil state is insufficient to choose between those actions.

When to track presence separately

If omitted, null, and concrete value each have distinct meanings, use a representation that retains both member presence and nullability. One conceptual wrapper can contain Set bool, Null bool, and Value T. Its decoder must mark the field set when the JSON member occurs, then distinguish null from a decoded value.

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This is a design sketch, not drop-in implementation code. Define and test behavior for omitted members, explicit null, malformed input, repeated decoding into a reused value, nested objects, validation, and output marshaling. A nullable type that does not also track input presence can still lose the distinction between “leave unchanged” and “set null.”

What JSON encoding options do—and do not do

omitempty concerns encoding a Go value back to JSON; it does not record whether an incoming object contained a member. The Go encoding/json documentation describes empty values to include false, zero, nil pointers and interfaces, and empty arrays, slices, maps, and strings. The omitzero option omits a Go zero value and supports an IsZero method; it likewise does not solve decoder-side presence tracking. See the Go encoding/json documentation.

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For the versioned v2 package, the encoding/json/v2 documentation explicitly says omitempty has no effect when unmarshaling. Treat these as package and version-specific implementation details, and check the documentation for the Go version and JSON package your project uses.

When a patch format is a better fit

JSON Merge Patch

RFC 7396 defines JSON Merge Patch: an omitted object member leaves the target member untouched, while a member set to null removes it. The format uses the media type application/merge-patch+json. It fits object updates where null means removal, but not a model that must represent an explicit stored null as an ordinary value. The RFC authors James M. Snell and Paul Hoffman state: “This design means that merge patch documents are suitable for describing modifications to JSON documents that primarily use objects for their structure and do not make use of explicit null values.”

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JSON Patch

RFC 6902 defines JSON Patch as a sequence of operation objects, using the media type application/json-patch+json. Operations include add, remove, replace, move, copy, and test. This format makes actions explicit, but the server must parse, validate, and apply the operations. A failed operation means the entire patch document is not deemed successful, consistent with HTTP PATCH atomicity.

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Choose by semantics, not syntax

  • Use pointer fields for a straightforward optional request field when omission means “keep the current value” and null does not need a separate meaning.
  • Use a presence-aware nullable wrapper or preserve raw member presence when omitted, null, and a concrete value mean different things.
  • Use JSON Merge Patch when object-merge behavior suits the resource and null should remove a member.
  • Use JSON Patch when clients need an explicit operation list and the server can validate and apply it.

Before implementation, document the behavior for zero and empty values, invalid types, unknown fields, nested objects, arrays, nullability, and persistence. The patch format is part of the API contract, so changing its meaning later can break clients.

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