This schema definition includes your API paths, the possible parameters they take, etc.

#### Data "schema" { #data-schema }

The term "schema" might also refer to the shape of some data, like a JSON content.

In that case, it would mean the JSON attributes, and data types they have, etc.

#### OpenAPI and JSON Schema { #openapi-and-json-schema }

<img src="/img/python-types/image06.png">

## Pydantic 모델

<a href="https://docs.pydantic.dev/" class="external-link" target="_blank">Pydantic</a>은 데이터 검증(Validation)을 위한 파이썬 라이브러리입니다.

당신은 속성들을 포함한 클래스 형태로 "모양(shape)"을 선언할 수 있습니다.

그리고 각 속성은 타입을 가지고 있습니다.

이 클래스를 활용하여서 값을 가지고 있는 인스턴스를 만들게 되면, 필요한 경우에는 적당한 타입으로 변환까지 시키기도 하여 데이터가 포함된 객체를 반환합니다.

그리고 결과 객체에 대해서는 에디터의 도움을 받을 수 있게 됩니다.

Pydantic 공식 문서 예시:

    }

    @Test
    void testPopulateWithIncludeDirective() throws Exception {
        // Test that #INCLUDE directive is handled (even if the include fails)
        String content = "#INCLUDE \\\\server\\share\\lmhosts\n" + "192.168.1.100 MAINHOST\n";

        // Mock SmbFileInputStream to simulate include file
        try (MockedConstruction<SmbFileInputStream> mockedConstruction =

---> 100%
```

</div>

/// tip

With `pwdlib`, you could even configure it to be able to read passwords created by **Django**, a **Flask** security plug-in or many others.

So, you would be able to, for example, share the same data from a Django application in a database with a FastAPI application. Or gradually migrate a Django application using the same database.

 * </p>
 *
 * <p>
 * Usage example:
 * </p>
 *
 * <pre>
 * {@code
 * SmbClient smbClient = new SmbClient();
 * smbClient.init();
 * ResponseData responseData = smbClient.doGet("smb://example.com/share/file.txt");
 * // Process the responseData
 * smbClient.close();
 * }
 * </pre>
 *
 * @author shinsuke
 */
public class SmbClient extends AbstractCrawlerClient {

 * </p>
 *
 * <p>
 * Usage example:
 * </p>
 *
 * <pre>
 * {@code
 * SmbClient smbClient = new SmbClient();
 * smbClient.init();
 * ResponseData responseData = smbClient.doGet("smb1://example.com/share/file.txt");
 * // Process the responseData
 * smbClient.close();
 * }
 * </pre>
 *
 */
public class SmbClient extends AbstractCrawlerClient {

        assertFalse(robotsTxt.allows("/path%20encoded/", "SpecialCharBot"));
        assertFalse(robotsTxt.allows("/path?query=value", "SpecialCharBot"));

        // Test multiple User-agents in sequence (Bot1, Bot2, Bot3 should share the same rules)
        assertFalse(robotsTxt.allows("/shared/", "Bot1"));
        assertFalse(robotsTxt.allows("/shared/", "Bot2"));
        assertFalse(robotsTxt.allows("/shared/", "Bot3"));

    /**
     * This default mode for combining children DOMs during merge means that where element names match, the process will
     * try to merge the element data, rather than putting the dominant and recessive elements (which share the same
     * element name) as siblings in the resulting DOM.
     */
    @Deprecated(since = "4.0.0", forRemoval = true)
    String DEFAULT_CHILDREN_COMBINATION_MODE = XmlService.DEFAULT_CHILDREN_COMBINATION_MODE;

       * regardless of whether some failed. This lets us avoid calling expensive methods like
       * Future.get() when we don't need to (specifically, for whenAllComplete().call*()), and it
       * lets all futures share the same listener.
       *
       * We store `localFuturesOrNull` inside the listener because `this.futures` might be nulled
       * out by the time the listener runs for the final future -- at which point we need to check

                                                           TF_DeleteStatus);

  TF_Tensor* tensor_shape = Int32Tensor({37, 1});
  TF_Operation* shape = Const(tensor_shape, func_graph.get(), s.get(), "shape");
  TF_Operation* random =
      RandomUniform(shape, TF_FLOAT, func_graph.get(), s.get());

  TF_Output outputs[] = {{random, 0}};
  *func = TF_GraphToFunction(func_graph.get(), name,