### Top-level application { #top-level-application }

First, create the main, top-level, **FastAPI** application, and its *path operations*:

{* ../../docs_src/sub_applications/tutorial001.py hl[3, 6:8] *}

### Sub-application { #sub-application }

Then, create your sub-application, and its *path operations*.

  Read more about distributed MinIO [here](https://docs.min.io/community/minio-object-store/operations/deployments/baremetal-deploy-minio-as-a-container.html).

### Explore Further

* [Overview of Docker Compose](https://docs.docker.com/compose/overview/)
* [MinIO Docker Quickstart Guide](https://docs.min.io/community/minio-object-store/operations/deployments/baremetal-deploy-minio-as-a-container.html)

                .orElseThrow();
        }
        
        if (isMetadataOperation(message)) {
            // For metadata operations, prefer low-latency channels
            return selectLeastLoaded(channels);
        }
        
        // Default to weighted random for general operations
        return selectWeightedRandom(channels);
    }
    
    private boolean isLargeTransfer(SMBMessage message) {

                        if (index % 2 == 0) {
                            // Even threads do read operations
                            SMBUtil.writeInt2(4, buffer, 0);
                            response.readBytesWireFormat(buffer, 0);
                        } else {
                            // Odd threads do write operations
                            response.writeBytesWireFormat(buffer, 0);
                        }

///

{* ../../docs_src/security/tutorial005_an_py310.py hl[157] *}

## Declare scopes in *path operations* and dependencies { #declare-scopes-in-path-operations-and-dependencies }

Now we declare that the *path operation* for `/users/me/items/` requires the scope `items`.

For this, we import and use `Security` from `fastapi`.

        this.scrollTimeout = scrollTimeout;
    }

    /**
     * Gets the scroll size for search operations.
     *
     * @return The scroll size.
     */
    public int getScrollSize() {
        return scrollSize;
    }

    /**
     * Sets the scroll size for search operations.
     *
     * @param scrollSize The scroll size.
     */
    public void setScrollSize(final int scrollSize) {

            NdrBuffer buffer2 = mock(NdrBuffer.class);
            when(buffer2.dec_ndr_short()).thenReturn(75);

            // When: Performing multiple operations
            ndrShort.encode(buffer1);
            ndrShort.decode(buffer2);

            // Then: Should handle both operations correctly
            verify(buffer1).enc_ndr_short(50);
            verify(buffer2).dec_ndr_short();
            assertEquals(75, ndrShort.value);

    /** Service for URL filtering operations */
    @Resource
    protected UrlFilterService urlFilterService;

    /** Behavior class for click log operations */
    @Resource
    protected ClickLogBhv clickLogBhv;

    /** Behavior class for favorite log operations */
    @Resource
    protected FavoriteLogBhv favoriteLogBhv;

    /** Helper for system-level operations */
    @Resource

            });
        }

        @Test
        @DisplayName("Should handle null buffer in write operations")
        void testWriteOperationsWithNullBuffer() {
            // Write operations return 0 when given null buffer - no exceptions thrown
            assertEquals(0, response.writeSetupWireFormat(null, 0));

import org.codelibs.fess.util.MemoryUtil;

import jakarta.annotation.PostConstruct;

/**
 * Implementation of IndexUpdateCallback for handling document indexing operations.
 * This class manages the process of updating the search index with documents from
 * data stores, including bulk operations, document transformation, and error handling.
 */
public class IndexUpdateCallbackImpl implements IndexUpdateCallback {