git:20260724.d4db756 to git:20260728.1bce424

31 added, 146 removed. Audit A to A.

---
name: openfeature-sdk-testing
description: "Wraps OpenFeature (CNCF vendor-neutral SDK abstraction) testing patterns: the InMemoryProvider for hermetic tests without network calls, provider registration via OpenFeature.setProvider, the getBooleanValue/getBooleanDetails evaluation API with EvaluationDetails (value, variant, reason, errorCode), hooks for evaluation side-effects, and evaluation context for targeting-rule tests. Covers TypeScript, Java, and Python SDKs. Use when writing tests for code that resolves feature flags through the OpenFeature SDK regardless of the underlying flag management platform."
metadata:
keywords: "openfeature, feature-flags, cncf, hermetic-tests, in-memory-provider"
---
# openfeature-sdk-testing
## Overview
- OpenFeature is a CNCF project that standardises how applications
- resolve feature flags. Per
+ The OpenFeature SDK ships an `InMemoryProvider` in every language that
+ substitutes real flag-management infrastructure with in-process flag
+ state, letting unit and integration tests run without any network call.
+ The production evaluation path (targeting logic, type coercion,
+ defaults) is exercised in full; only the data source is swapped. Per
[openfeature.dev/docs/reference/concepts/provider](https://openfeature.dev/docs/reference/concepts/provider),
- providers are the component responsible for executing flag evaluations,
- and "an application integrator can register one provider at a time."
- The SDK ships an `InMemoryProvider` in every language that substitutes
- real flag-management infrastructure with in-process flag state, letting
- unit and integration tests run without any network call. The production
- evaluation path (targeting logic, type coercion, defaults) is exercised
- in full; only the data source is swapped.
+ "an application integrator can register one provider at a time."
**Differentiation from sibling skills:**
`launchdarkly-testing`, `unleash-testing`, `flagsmith-testing`, and
`growthbook-testing` wrap each vendor's own `TestData`/bootstrap API.
This skill covers the vendor-neutral OpenFeature layer teams adopt when
they want to keep application code decoupled from a specific provider.
## When to use
- Tests for code that calls `client.getBooleanValue()` / `get_boolean_value()`
through the OpenFeature SDK, regardless of which provider runs in
production.
- Tests asserting on evaluation details: variant name, reason code,
or error code (e.g., `FLAG_NOT_FOUND`, `TYPE_MISMATCH`).
- Tests that inject hook logic (telemetry, validation) exercised during
flag evaluation.
- Teams migrating between flag providers who want tests that survive the
swap.
- Assignment-integrity tests per `ab-test-validity-checklist`.
## How to use
+ TypeScript/Node.js is the canonical language below. The Java and Python
+ flow is identical; only the API names differ, listed in
+ [references/multi-language-and-spec.md](references/multi-language-and-spec.md).
+
### TypeScript / Node.js
**Install** (per
[github.com/open-feature/js-sdk README](https://github.com/open-feature/js-sdk/blob/main/packages/server/README.md)):
```bash
npm install --save @openfeature/server-sdk
```
**Configure the InMemoryProvider** with flag variants and a default
variant:
```typescript
import { OpenFeature, InMemoryProvider } from '@openfeature/server-sdk';
const flags = {
'show-new-ui': {
variants: { on: true, off: false },
disabled: false,
defaultVariant: 'on',
},
'checkout-v2': {
variants: { enabled: true, disabled: false },
disabled: false,
defaultVariant: 'disabled',
},
} as const;
await OpenFeature.setProvider(new InMemoryProvider(flags));
const client = OpenFeature.getClient();
```
**Evaluate flags** using the typed evaluation API (per
[openfeature.dev/docs/reference/concepts/evaluation-api](https://openfeature.dev/docs/reference/concepts/evaluation-api)):
```typescript
// Returns the resolved value; falls back to default on error
const enabled = await client.getBooleanValue('show-new-ui', false);
// Returns full EvaluationDetails
const details = await client.getBooleanDetails('show-new-ui', false);
// details.value - the resolved boolean
// details.variant - e.g. "on"
// details.reason - e.g. "STATIC", "DEFAULT", "TARGETING_MATCH"
// details.errorCode- e.g. "FLAG_NOT_FOUND" when the flag is absent
```
**Typical test pattern:**
```typescript
import { OpenFeature, InMemoryProvider } from '@openfeature/server-sdk';
describe('checkout feature', () => {
let client: Client;
beforeAll(async () => {
await OpenFeature.setProvider(new InMemoryProvider({
'checkout-v2': {
variants: { enabled: true, disabled: false },
disabled: false,
defaultVariant: 'disabled',
},
}));
client = OpenFeature.getClient();
});
afterAll(() => OpenFeature.close());
it('returns false when flag defaults to disabled', async () => {
const value = await client.getBooleanValue('checkout-v2', false);
expect(value).toBe(false);
});
it('returns details with reason STATIC for static flags', async () => {
const details = await client.getBooleanDetails('checkout-v2', false);
expect(details.reason).toBe('STATIC');
});
it('returns FLAG_NOT_FOUND error code for unknown flag', async () => {
const details = await client.getBooleanDetails('unknown-flag', false);
expect(details.errorCode).toBe('FLAG_NOT_FOUND');
});
});
```
- ### Java
-
- **Install** (Maven, per
- [github.com/open-feature/java-sdk README](https://github.com/open-feature/java-sdk/blob/main/README.md)):
-
- ```xml
- <dependency>
- <groupId>dev.openfeature</groupId>
- <artifactId>sdk</artifactId>
- <version>1.20.2</version>
- </dependency>
- ```
-
- **Configure the InMemoryProvider:**
-
- ```java
- import dev.openfeature.sdk.OpenFeatureAPI;
- import dev.openfeature.sdk.Client;
- import dev.openfeature.sdk.providers.memory.Flag;
- import dev.openfeature.sdk.providers.memory.InMemoryProvider;
-
- Map<String, Flag<?>> flags = new HashMap<>();
- flags.put("show-new-ui", Flag.builder()
- .variant("on", true)
- .variant("off", false)
- .defaultVariant("on")
- .build());
-
- OpenFeatureAPI api = OpenFeatureAPI.getInstance();
- api.setProviderAndWait(new InMemoryProvider(flags));
- Client client = api.getClient();
- ```
-
- **Evaluate flags:**
-
- ```java
- boolean enabled = client.getBooleanValue("show-new-ui", false);
-
- FlagEvaluationDetails<Boolean> details =
- client.getBooleanDetails("show-new-ui", false);
- // details.getValue() - resolved value
- // details.getVariant() - "on" or "off"
- // details.getReason() - "STATIC", "DEFAULT", etc.
- // details.getErrorCode()- ErrorCode.FLAG_NOT_FOUND, TYPE_MISMATCH, etc.
- ```
-
- ### Python
-
- **Install** (per
- [github.com/open-feature/python-sdk README](https://github.com/open-feature/python-sdk/blob/main/README.md)):
-
- ```bash
- pip install openfeature-sdk==0.10.0
- ```
-
- **Configure the InMemoryProvider:**
-
- ```python
- from openfeature import api
- from openfeature.provider.in_memory_provider import InMemoryFlag, InMemoryProvider
-
- flags = {
- "show-new-ui": InMemoryFlag(
- default_variant="on",
- variants={"on": True, "off": False}
- ),
- }
-
- api.set_provider_and_wait(InMemoryProvider(flags))
- client = api.get_client()
- ```
-
- **Evaluate flags:**
-
- ```python
- enabled = client.get_boolean_value("show-new-ui", False)
-
- details = client.get_boolean_details("show-new-ui", False)
- # details.value - resolved value
- # details.variant - "on" / "off"
- # details.reason - "STATIC", "DEFAULT", etc.
- # details.error_code - "FLAG_NOT_FOUND", "TYPE_MISMATCH", etc.
- ```
+ Java and Python install/configure/evaluate blocks live in
+ [references/multi-language-and-spec.md](references/multi-language-and-spec.md).
## EvaluationDetails and reason codes
- Per the OpenFeature specification
- ([openfeature.dev/specification/sections/flag-evaluation](https://openfeature.dev/specification/sections/flag-evaluation),
- Requirements 1.4.3-1.4.15), `EvaluationDetails` carries:
-
- | Field | Type | Meaning |
- |---|---|---|
- | `value` | T | Resolved flag value (spec req. 1.4.3) |
- | `flagKey` | string | The requested flag identifier (1.4.5) |
- | `variant` | string | Provider-supplied variant name (1.4.6) |
- | `reason` | string | Resolution rationale (1.4.7) |
- | `errorCode` | enum | Failure classification (1.4.8) |
- | `errorMessage` | string | Optional context for the error (1.4.13) |
- | `flagMetadata` | map | Immutable provider-supplied data (1.4.14) |
-
- Canonical reason values (per
- [openfeature.dev/specification/sections/providers](https://openfeature.dev/specification/sections/providers),
- Requirement 2.2.5):
- `STATIC`, `DEFAULT`, `TARGETING_MATCH`, `SPLIT`, `CACHED`,
- `DISABLED`, `UNKNOWN`, `STALE`, `ERROR`.
-
- Canonical error codes include `FLAG_NOT_FOUND`, `TYPE_MISMATCH`,
- `PARSE_ERROR`, `TARGETING_KEY_MISSING`, `INVALID_CONTEXT`, `GENERAL`,
- `PROVIDER_NOT_READY`, `PROVIDER_FATAL`.
+ `EvaluationDetails` carries `value`, `flagKey`, `variant`, `reason`,
+ `errorCode`, `errorMessage`, and `flagMetadata`. Canonical `reason`
+ values include `STATIC`, `DEFAULT`, `TARGETING_MATCH`, `SPLIT`,
+ `CACHED`, `DISABLED`, `UNKNOWN`, `STALE`, `ERROR`; canonical error
+ codes include `FLAG_NOT_FOUND`, `TYPE_MISMATCH`,
+ `TARGETING_KEY_MISSING`, and `PROVIDER_NOT_READY`. The full field
+ table with spec requirement numbers is in
+ [references/multi-language-and-spec.md](references/multi-language-and-spec.md).
## Evaluation context for targeting-rule tests
Evaluation context is "a container for arbitrary contextual data that
can be used as a basis for dynamic evaluation" (per
[openfeature.dev/docs/reference/concepts/evaluation-context](https://openfeature.dev/docs/reference/concepts/evaluation-context)).
The targeting key is a unique identifier (user ID, session ID) that
providers use for deterministic bucketing. Custom attributes carry
additional data (email, plan, region).
Context can be set at three levels: global (via the API object),
client, and per invocation. Lower levels override duplicate keys from
higher levels.
```typescript
// TypeScript - per-invocation context for targeting-rule tests
const ctx = { targetingKey: 'user-42', email: 'user@example.com' };
const details = await client.getBooleanDetails('beta-access', false, ctx);
expect(details.reason).toBe('TARGETING_MATCH');
```
- ```python
- # Python - per-invocation context
- from openfeature.evaluation_context import EvaluationContext
- ctx = EvaluationContext(targeting_key="user-42",
- attributes={"email": "user@example.com"})
- details = client.get_boolean_details("beta-access", False, ctx)
- ```
-
- ```java
- // Java - per-invocation context
- Map<String, Value> attrs = new HashMap<>();
- attrs.put("email", new Value("user@example.com"));
- EvaluationContext ctx = new ImmutableContext("user-42", attrs);
- boolean value = client.getBooleanValue("beta-access", false, ctx);
- ```
+ Java and Python context builders (`ImmutableContext`,
+ `EvaluationContext`) are in
+ [references/multi-language-and-spec.md](references/multi-language-and-spec.md).
## Hooks for test-time side-effects
- Hooks intercept the flag evaluation lifecycle. Per
- [openfeature.dev/docs/reference/concepts/hooks](https://openfeature.dev/docs/reference/concepts/hooks)
- and the specification
- ([openfeature.dev/specification/sections/hooks](https://openfeature.dev/specification/sections/hooks),
- Requirement 4.3.1-4.3.8), the four stages are:
-
- | Stage | Runs when |
- |---|---|
- | `before` | Before flag resolution; can modify evaluation context |
- | `after` | After successful resolution; can validate the returned value |
- | `error` | On resolution failure or unhandled before-hook error |
- | `finally` | Unconditionally after all other stages |
-
- Execution order for `before`: API - Client - Invocation. For `after`,
- `error`, `finally`: reverse order (Invocation - Client - API), per
- specification Requirement 4.4.2.
+ Hooks intercept the flag evaluation lifecycle at four stages -
+ `before` (can modify evaluation context), `after` (validate the
+ returned value), `error` (on resolution failure), and `finally`
+ (unconditionally). The stage table and execution order (per
+ specification Requirement 4.4.2) are in
+ [references/multi-language-and-spec.md](references/multi-language-and-spec.md).
Register hooks at global, client, or invocation level:
```typescript
// Global hook - runs for every flag evaluation
OpenFeature.addHooks({
before(ctx) {
// ctx carries flagKey, flagValueType, defaultValue, evaluationContext
console.log(`Evaluating ${ctx.flagKey}`);
},
after(ctx, details) {
// details is the EvaluationDetails for this evaluation
expect(details.errorCode).toBeUndefined();
},
error(ctx, err) {
console.error(`Flag ${ctx.flagKey} failed: ${err.message}`);
},
});
```
Test use case: attach an `after` hook to assert that no evaluation
returns an error code, surfacing `FLAG_NOT_FOUND` regressions across
the entire test run without asserting each flag individually.
## Anti-patterns
| Anti-pattern | Why it fails | Fix |
|---|---|---|
| Registering a real (networked) provider in unit tests | Network calls; non-deterministic; slow | `InMemoryProvider` for unit tests |
| Evaluating without `setProviderAndWait` / `await setProvider` | Returns default with `PROVIDER_NOT_READY` error code before init | Always await provider readiness |
| Sharing a single `InMemoryProvider` instance across test files | Cross-test state pollution | Create a fresh provider per describe block |
| Asserting only `value`; ignoring `reason` and `errorCode` | Hides fallback-to-default failures (flag absent, type mismatch) | Assert `details.reason` and `details.errorCode` explicitly |
| Testing provider internals (variant weighting, targeting logic) | That is the provider's responsibility, not the application's | Test what the application does with the evaluated value |
| Omitting `OpenFeature.close()` in teardown | Leaks provider state and background threads | Always call `close()` / `shutdown()` in `afterAll` |
## Limitations
- `InMemoryProvider` does not replicate production targeting rules.
To test that a real provider evaluates a segment correctly, write an
integration test against that provider's native test harness. Consult
the sibling skills (`launchdarkly-testing`, `unleash-testing`, etc.)
for those patterns.
- Client-side OpenFeature SDKs (`@openfeature/web-sdk`) use a
different `setContext` pattern; this skill targets server-side SDKs.
- Hook `before` stages can modify the evaluation context in some SDK
versions but the specification marks this as optional behavior - verify
against your SDK version.
- `InMemoryProvider` does not fire PROVIDER_CHANGED events on `putIfAbsent`
in all SDK versions; check release notes when relying on event-driven
updates in tests.
## References
- Evaluation API concept:
[openfeature.dev/docs/reference/concepts/evaluation-api](https://openfeature.dev/docs/reference/concepts/evaluation-api)
- Provider concept and `setProvider`:
[openfeature.dev/docs/reference/concepts/provider](https://openfeature.dev/docs/reference/concepts/provider)
- Evaluation context:
[openfeature.dev/docs/reference/concepts/evaluation-context](https://openfeature.dev/docs/reference/concepts/evaluation-context)
- Hooks concept:
[openfeature.dev/docs/reference/concepts/hooks](https://openfeature.dev/docs/reference/concepts/hooks)
- OpenFeature specification (flag evaluation):
[openfeature.dev/specification/sections/flag-evaluation](https://openfeature.dev/specification/sections/flag-evaluation)
- OpenFeature specification (providers):
[openfeature.dev/specification/sections/providers](https://openfeature.dev/specification/sections/providers)
- OpenFeature specification (hooks):
[openfeature.dev/specification/sections/hooks](https://openfeature.dev/specification/sections/hooks)
- TypeScript/Node SDK:
[github.com/open-feature/js-sdk](https://github.com/open-feature/js-sdk/blob/main/packages/server/README.md)
- Java SDK:
[github.com/open-feature/java-sdk](https://github.com/open-feature/java-sdk/blob/main/README.md)
- Python SDK:
[github.com/open-feature/python-sdk](https://github.com/open-feature/python-sdk/blob/main/README.md)
+ - Java / Python SDK code and spec tables:
+ [references/multi-language-and-spec.md](references/multi-language-and-spec.md)
- Companion catalogs:
`feature-flag-test-matrix-reference`,
`flag-state-coverage-builder`
- Vendor-specific skills:
`launchdarkly-testing`,
`unleash-testing`,
`flagsmith-testing`,
`growthbook-testing`
- Cross-plugin:
`feature-flag-test-harness`,
`ab-test-validity-checklist`