### Lifespan function { #lifespan-function }

The first thing to notice, is that we are defining an async function with `yield`. This is very similar to Dependencies with `yield`.

{* ../../docs_src/events/tutorial003.py hl[14:19] *}

The first part of the function, before the `yield`, will be executed **before** the application starts.

And the part after the `yield` will be executed **after** the application has finished.

        assertEquals("fine", tokens.get(7).getTerm());
    }

    @Test
    public void testAnalyzeWithNumbers() {
        // Test analyze with numbers
        String text = "123 456.789 0xFF 3.14159";
        String field = "content";
        String lang = "en";

        List<AnalyzeToken> tokens = analyzer.analyze(text, field, lang);

        assertNotNull(tokens);

}, {
  "scenario" : "org.gradle.performance.regression.buildcache.TaskOutputCachingJavaPerformanceTest.clean assemble with empty remote http cache",
  "durations" : [ {
    "testProject" : "largeJavaMultiProject",
    "linux" : 1159
  }, {
    "testProject" : "largeMonolithicJavaProject",
    "linux" : 1313
  } ]
}, {

				10: {vObj},             // disk 10
				11: {vDelMarker, vObj}, // disk 11
				12: {vDelMarker, vObj}, // disk 12
				13: {vDelMarker, vObj}, // disk 13
				14: {vDelMarker, vObj}, // disk 14
				15: {vDelMarker, vObj}, // disk 15
			},
			quorum:      7,
			reqVersions: 0,
			want:        []xlMetaV2ShallowVersion{vDelMarker, vObj},
		},
	}
	for _, test := range testCases {

* 🌐 Update Russian translation for `docs/ru/docs/tutorial/security/first-steps.md`. PR [#13159](https://github.com/fastapi/fastapi/pull/13159) by [@Yarous](https://github.com/Yarous).

*   Adds `beta` hyperparameter to
    [FTRL](https://www.tensorflow.org/api_docs/python/tf/keras/optimizers/Ftrl)
    optimizer classes (Keras and others) to match
    [FTRL paper](https://research.google.com/pubs/archive/41159.pdf).
*   `Optimizer.__init__` now accepts a `gradient_aggregator` to allow for
    customization of how gradients are aggregated across devices, as well as