#         * functions;
#         * expansions «$var», «${var}», «${var:-default}», «${var+SET}»,
#           «${var#prefix}», «${var%suffix}», and «$( cmd )»;
#         * compound commands having a testable exit status, especially «case»;
#         * various built-in commands including «command», «set», and «ulimit».
#
#   Important for patching:
#
#   (2) This script targets any POSIX shell, so it avoids extensions provided

            // and not crash the entire upgrade process
            assertTrue(result >= 0, "Should handle .mvn creation failure gracefully");
        }
    }

    /**
     * Testable subclass that exposes protected methods for testing.
     */
    private static class TestableAbstractUpgradeGoal extends AbstractUpgradeGoal {

        TestableAbstractUpgradeGoal(StrategyOrchestrator orchestrator) {

	pp.SetBucket("testbucket")
	pp.SetContentType("image/jpeg")
	pp.SetUserMetadata("uuid", "14365123651274")
	pp.SetKeyStartsWith("user/user1/filename")
	pp.SetContentLengthRange(100, 999999) // not testable from this layer, condition is checked in the API handler.
	pp.SetSuccessStatusAction("201")
	pp.SetCondition("eq", "X-Amz-Credential", "KVGKMDUQ23TCZXTLTHLP/20160727/us-east-1/s3/aws4_request")

        // This is complex due to the class structure. A better approach would be
        // to refactor SmbFile to be more testable (e.g., dependency injection).
        // For now, we test methods that don't require deep mocks.
        return new SmbFile(url, auth);
    }

    }

    // ============================================================
    // Helper class to expose methods for testing
    // ============================================================

    /**
     * Testable wrapper that delegates to SuggestQueryBuilder and SuggestResponseCreator.
     */
    private static class TestableSuggestRequest extends SuggestRequest {
        private String testQuery = "test";

Ejecutar `fastapi dev` inicia el modo de desarrollo.

Por defecto, **auto-reload** está habilitado, recargando automáticamente el servidor cuando realizas cambios en tu código. Esto consume muchos recursos y podría ser menos estable que cuando está deshabilitado. Deberías usarlo solo para desarrollo. También escucha en la dirección IP `127.0.0.1`, que es la IP para que tu máquina se comunique solo consigo misma (`localhost`).

## `fastapi run` { #fastapi-run }

Si tienes una API que hace una cantidad comparable de cálculos cada vez y tienes muchos clientes, entonces la **utilización de CPU** probablemente *también sea estable* (en lugar de constantemente subir y bajar rápidamente).

        testConfig.disallowCompound = customDisallow;

        testConfig.initDefaults();

        assertEquals(customDisallow, testConfig.disallowCompound);
    }

    /**
     * Testable subclass that exposes the default constructor
     */
    private static class TestableBaseConfiguration extends BaseConfiguration {
        TestableBaseConfiguration() throws CIFSException {
            super(true);

        // No interference should occur (just verify no critical errors)
        assertTrue("Multiple scheduled tasks should not interfere with each other", true);
    }

    /**
     * Testable subclass of EntraIdAuthenticator for testing purposes.
     */
    private static class TestableEntraIdAuthenticator extends EntraIdAuthenticator {
        AtomicBoolean scheduleParentGroupLookupCalled = new AtomicBoolean(false);

    ```

    See
    [TensorFlow Builds](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/tools/ci_build)
    for details.

#### Running doctest for testable docstring

There are two ways to test the code in the docstring locally:

1.  If you are only changing the docstring of a class/function/method, then you
    can test it by passing that file's path to