### Build session state

A "build session" represents a single invocation of Gradle, for example when you run `gradlew build`.
A session runs the build one or more times.
For example, when continuous build is enabled, the session may run the build many times, but when it is disabled, the session will run the build once only.

The build session state is managed by the `BuildSessionState` class.

    private val equalsSymbolInAny: FirNamedFunctionSymbol? by lazy(LazyThreadSafetyMode.PUBLICATION) {
        val session = analysisSession.useSiteSession
        val anyFirClass = session.builtinTypes.anyType.toRegularClassSymbol(session) ?: return@lazy null
        val scope = session.declaredMemberScope(
            anyFirClass,
            memberRequiredPhase = FirResolvePhase.STATUS,
        )

* API keys in:
    * Headers.
    * Query parameters.
    * Cookies, etc.

Plus all the security features from Starlette (including **session cookies**).

All built as reusable tools and components that are easy to integrate with your systems, data stores, relational and NoSQL databases, etc.

### Dependency Injection

*   `tf.compat.v1.Session`
    * `tf.compat.v1.Session.partial_run` and `tf.compat.v1.Session.partial_run_setup` will be deprecated in the next release.

### Known Caveats

* `tf.lite`

        }
    }
}

private fun FirBasedSymbol<*>.isFromCompilerRequiredAnnotationsPhase(classId: ClassId, session: FirSession): Boolean {
    val requiredAnnotations = session.annotationPlatformSupport.requiredAnnotations
    return fir.resolvePhase < FirResolvePhase.TYPES && classId in requiredAnnotations

fun FirAnnotationContainer.getJvmNameFromAnnotation(session: FirSession, target: AnnotationUseSiteTarget? = null): String? {
    val annotationCalls = getAnnotationsByClassId(JvmStandardClassIds.Annotations.JvmName, session)
    return annotationCalls.firstNotNullOfOrNull { call ->
        call.getStringArgument(StandardNames.NAME, session)
            ?.takeIf { target == null || call.useSiteTarget == target }
    }
}

    }

    override fun getImportingScopeContext(file: KtFile): KtScopeContext {
        val firFile = file.getOrBuildFirFile(firResolveSession)
        val firFileSession = firFile.moduleData.session
        val firImportingScopes = createImportingScopes(
            firFile,
            firFileSession,
            analysisSession.getScopeSessionFor(firFileSession),
            useCaching = true,
        )

```Python
async def get_database():
    with Session() as session:
        try:
            yield session
        except HTTPException:
            session.rollback()
            raise
        finally:
            session.close()
```

e_fallback/util,tensorflow/core/runtime_fallback/test,tensorflow/core/runtime_fallback/test/gpu,tensorflow/core/runtime_fallback/test/saved_model,tensorflow/core/runtime_fallback/test/testdata,tensorflow/core/tfrt/stubs,tensorflow/core/tfrt/tfrt_session,tensorflow/core/tfrt/mlrt,tensorflow/core/tfrt/mlrt/attribute,tensorflow/core/tfrt/mlrt/kernel,tensorflow/core/tfrt/mlrt/bytecode,tensorflow/core/tfrt/mlrt/interpreter,tensorflow/compiler/mlir/tfrt/translate/mlrt,tensorflow/compiler/mlir/tfrt/tra...