setupEpg(_epgMap, et -> ((FavoriteLog) et).getQueryId(), (et, vl) -> ((FavoriteLog) et).setQueryId(DfTypeUtil.toString(vl)),
                "queryId");
        setupEpg(_epgMap, et -> ((FavoriteLog) et).getUrl(), (et, vl) -> ((FavoriteLog) et).setUrl(DfTypeUtil.toString(vl)), "url");
        setupEpg(_epgMap, et -> ((FavoriteLog) et).getUserInfoId(), (et, vl) -> ((FavoriteLog) et).setUserInfoId(DfTypeUtil.toString(vl)),

            return "test_session";
        }

        @Override
        public String getRuleId() {
            return "test_rule";
        }

        @Override
        public String getUrl() {
            return "http://test.example.com";
        }

        @Override
        public String getParentUrl() {
            return null;
        }

        @Override

Buna ek olarak Python'un **Veri Bilimi**, Makine Öğrenimi ve özellikle Derin Öğrenme için ana dil olduğu gerçeği, FastAPI'yi Veri Bilimi / Makine Öğrenimi web API'leri ve uygulamaları için çok iyi bir seçenek haline getirir.

Production'da nasıl oldugunu görmek için şu bölüme bakın [Deployment](deployment/index.md){.internal-link target=_blank}.

## `async` ve `await`

            System.setOut(new PrintStream(outStream, true));
            final PrintStream originalErrStream = System.err;
            final ByteArrayOutputStream errStream = new ByteArrayOutputStream();
            System.setErr(new PrintStream(errStream, true));
            try {
                final String resourceName = params == null ? null : params.get(ExtractData.RESOURCE_NAME_KEY);

        // Given
        Smb2CloseRequest request = new Smb2CloseRequest(mockConfig, emptyFileId);

        // When
        request.setFileId(testFileId);

        // Then - verify through internal state (would need getter or reflection in real scenario)
        // Since we can't directly verify the internal state, we create a new request to test
        Smb2CloseRequest newRequest = new Smb2CloseRequest(mockConfig, testFileId);

        data[0] = 99;
        assertFalse(original.equals(copy), "After mutation, original should not equal previous clone");

        // Ensure arrays are independent: mutate clone's buffer via getter
        copy.get()[1] = 77;
        assertNotEquals(original.toString(), copy.toString(), "Mutating clone should not affect original");
    }

            assertTrue(bytesRead > 0);
            assertEquals(numReferrals, response.getDfsResponse().getNumReferrals());
        }
    }

    @Nested
    @DisplayName("DfsResponse Getter Tests")
    class DfsResponseGetterTests {

        @Test
        @DisplayName("Should return same DfsResponse instance")
        void testGetDfsResponseReturnsSameInstance() {

// A typical usage would be like,
// os := newObjSweeper(bucket, object)
// // Perform a ObjectLayer.GetObjectInfo to fetch object version information
// goiOpts := os.GetOpts()
// gerr := objAPI.GetObjectInfo(ctx, bucket, object, goiOpts)
//
//	if gerr == nil {
//	   os.SetTransitionState(goi)
//	}
//
// // After the overwriting object operation is complete.
//
//	if jentry, ok := os.ShouldRemoveRemoteObject(); ok {

				// proxy to replication target if site replication is in place.
				tags, gerr := proxyGetTaggingToRepTarget(ctx, bucket, object, opts, proxytgts)
				if gerr.Err != nil || tags == nil {
					globalReplicationStats.Load().incProxy(bucket, getObjectTaggingAPI, true)
					writeErrorResponse(ctx, w, toAPIError(ctx, gerr.Err), r.URL)
					return
				} // overlay tags from peer site.
				ot = tags

    public ArtifactRepository buildArtifactRepository(Repository repository) throws InvalidRepositoryException {
        return new MavenArtifactRepository(
                repository.getId(),
                repository.getUrl(),
                new DefaultRepositoryLayout(),
                new ArtifactRepositoryPolicy(),
                new ArtifactRepositoryPolicy());
    }

    @Override