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Cache Keys: Choose Data Identity, Not a Routine Name

A routine name labels code; a cache key must identify the specific data. Build keys from trusted identifiers and plan for misses, expiration, and deployment behavior.
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No. A function name is usually not a sound cache key by itself: the key must identify the particular data being cached. A routine called load_preferences can return different preferences for different users, so the cache key needs the trusted user identity and any other dimension that distinguishes the value. Here, “memory key” means a cache key; it is not a standardized term across programming languages or storage systems.

What a cache key identifies

A cache stores values under keys. When code asks for a value, the key tells the cache which entry to retrieve. Microsoft’s HybridCache guidance puts the requirement plainly: “The key passed to GetOrCreateAsync must uniquely identify the data being cached.” The caller is responsible for choosing a scheme that does not confuse one value with another.

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A function name identifies a piece of code, not necessarily the inputs or source record that determine its result. A single routine may return different data for different users, orders, regions, or preference categories. Conversely, renaming a routine during refactoring does not inherently change the identity of the data it reads. That distinction follows from the uniqueness requirement; it is not a guarantee about every cache implementation.

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Build the key from the data’s distinguishing dimensions

Start with the source identifiers and result-changing dimensions. If two requests can legitimately produce different values, their keys must differ. Microsoft’s examples compose keys from relevant identifiers, such as a region and order ID. A user-specific preference value might use a pattern like user_prefs_<trusted-user-id>; add a preference category too if categories are cached separately.

  • Order data: include the region and order ID when both distinguish the order record.
  • User preferences: include the trusted user identity and, where needed, the preference scope or category.
  • Other values: include the dimensions that make one cached result different from another, rather than relying on the routine that happens to fetch it.

These are illustrative patterns, not universal formats. The right composition depends on the data model and what makes results distinct. Review whether two different values could map to the same key, and whether the identifiers remain consistent across the callers that need to retrieve the entry.

Keep untrusted input out of direct key construction

Do not let raw external input determine arbitrary cache keys. Microsoft warns that using external input directly can create security risks, including unauthorized access, and allow cache flooding through random or meaningless keys. Validate input, derive keys from trusted identifiers and permitted values, and constrain the range of cache entries the application can create. A key scheme is part of the application’s security and resource controls, not just a naming convention.

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Plan for misses, expiration, and deletion

A cache entry is not guaranteed to remain available. Entries can expire or be deleted; cache data can also be lost after a restart or failover depending on configuration. Microsoft’s in-memory caching guidance recommends a fallback when an entry is unavailable, while its Azure caching guidance discusses expiration and deletion.

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Design the cache lookup so a miss leads to retrieving the underlying data (or another appropriate source), then repopulating the cache if applicable. The application should remain correct when an entry has expired, been evicted, or disappeared; the cache should not be the only copy of data the application must retain.

Choose local or distributed caching for the deployment

An in-memory cache is held by an application process, so separate instances do not automatically share the same entries. Microsoft notes that an ASP.NET Core web farm using non-sticky sessions needs a distributed cache to avoid cache consistency problems. The choice therefore depends not only on key design but also on where requests may run and what consistency the application needs. A correct key scheme cannot make isolated local caches behave like one shared cache.

A quick review before adopting a key scheme

  • Which source identifiers determine the value?
  • Which dimensions change the result, and are they represented in the key?
  • Could two distinct values map to the same key?
  • Can untrusted input create arbitrary keys or expose another user’s cached value?
  • What retrieves the data after a miss, expiration, deletion, restart, or failover?
  • Does the cache deployment match the application’s instance and session behavior?

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