For **TypeScript clients**, <a href="https://heyapi.dev/" class="external-link" target="_blank">Hey API</a> is a purpose-built solution, providing an optimized experience for the TypeScript ecosystem.

        final CommandGenerator generator1 = new CommandGenerator();
        final CommandGenerator generator2 = new CommandGenerator();

        generator1.setCommandList(Collections.singletonList("echo test1"));
        generator2.setCommandList(Collections.singletonList("echo test2"));

        generator1.setCommandTimeout(1000L);
        generator2.setCommandTimeout(2000L);

Takes an async generator or a normal generator/iterator and streams the response body.

{* ../../docs_src/custom_response/tutorial007.py hl[2,14] *}

#### Using `StreamingResponse` with file-like objects { #using-streamingresponse-with-file-like-objects }

If you have a file-like object (e.g. the object returned by `open()`), you can create a generator function to iterate over that file-like object.

  owner_login: piccolo-orm
  owner_html_url: https://github.com/piccolo-orm
- name: openapi-python-client
  html_url: https://github.com/openapi-generators/openapi-python-client
  stars: 1667
  owner_login: openapi-generators
  owner_html_url: https://github.com/openapi-generators
- name: langchain-serve
  html_url: https://github.com/jina-ai/langchain-serve
  stars: 1632
  owner_login: jina-ai

        this.enforceIntegrity = enforceIntegrity;
    }

    /**
     * Generates a new preauth salt for SMB 3.1.1 negotiation.
     *
     * @return a cryptographically secure random salt
     */
    public byte[] generatePreauthSalt() {
        byte[] salt = new byte[SALT_SIZE];
        secureRandom.nextBytes(salt);
        log.debug("Generated new preauth salt of {} bytes", salt.length);
        return salt;
    }

Later, for your production application, you might want to use a database server like **PostgreSQL**.

/// tip

There is an official project generator with **FastAPI** and **PostgreSQL** including a frontend and more tools: <a href="https://github.com/fastapi/full-stack-fastapi-template" class="external-link" target="_blank">https://github.com/fastapi/full-stack-fastapi-template</a>

 * {@link jcifs.config.DelegatingConfiguration} to get forward compatibility.
 *
 * @author mbechler
 *
 */
public interface Configuration {

    /**
     * Gets the secure random number generator for cryptographic operations
     *
     * @return random source to use
     */
    SecureRandom getRandom();

    /**
     *
     *
     * Property {@code jcifs.smb.client.dfs.ttl} (int, default 300)

    /** Local process ID for SMB messages */
    protected int localPid = -1;
    /** Local timezone for time calculations */
    protected TimeZone localTimeZone;
    /** Secure random generator for cryptographic operations */
    protected SecureRandom random;
    /** Whether to use command batching for improved performance */
    protected boolean useBatching = false;

And these same full-stack generators were the base of the [**FastAPI** Project Generators](project-generation.md){.internal-link target=_blank}.

/// info

Flask-apispec was created by the same Marshmallow developers.

///

/// check | Inspired **FastAPI** to

Generate the OpenAPI schema automatically, from the same code that defines serialization and validation.

    - 💃 Using TypeScript, hooks, [Vite](https://vitejs.dev), and other parts of a modern frontend stack.
    - 🎨 [Chakra UI](https://chakra-ui.com) for the frontend components.
    - 🤖 An automatically generated frontend client.
    - 🧪 [Playwright](https://playwright.dev) for End-to-End testing.
    - 🦇 Dark mode support.
- 🐋 [Docker Compose](https://www.docker.com) for development and production.