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.

İsterseniz Couchbase tabanlı generator'ı kullanmakta özgürsünüz, hala iyi çalışıyor olmalı ve onunla oluşturulmuş bir projeniz varsa bu da sorun değil (ve muhtemelen zaten ihtiyaçlarınıza göre güncellediniz).

                Customize the function used to generate unique IDs for the *path
                operations* shown in the generated OpenAPI.

                This is particularly useful when automatically generating clients or
                SDKs for your API.

                Read more about it in the
                [FastAPI docs about how to Generate Clients](https://fastapi.tiangolo.com/advanced/generate-clients/#custom-generate-unique-id-function).

        readmeTemplates.convention(layout.projectDirectory.dir("src/samples/readme-templates"))
        target.convention(layout.buildDirectory.dir("generated-samples/$buildInitType" + if (modularizationOption.isMulti()) "-with-libraries" else ""))
        type = buildInitType
        modularization = modularizationOption
    }
    samples.publishedSamples.create(sampleName) {

### Cache the OpenAPI schema { #cache-the-openapi-schema }

You can use the property `.openapi_schema` as a "cache", to store your generated schema.

That way, your application won't have to generate the schema every time a user opens your API docs.

It will be generated only once, and then the same cached schema will be used for the next requests.

{* ../../docs_src/extending_openapi/tutorial001_py39.py hl[13:14,25:26] *}

corresponding point using a // procedure equivalent to FIPS 186-5, Appendix A.2.2 (ECDSA Key Pair Generation // by Rejection Sampling) and to Appendix A.3.2 (Per-Message Secret Number // Generation of Private Keys by Rejection Sampling) or Appendix A.3.3 // (Per-Message Secret Number Generation for Deterministic ECDSA) followed by // Step 5 of Section 6.4.1. func randomPoint[P Point[P]](c *Curve[P], generate func([]byte) error) (k *bigmod.Nat, p P, err error) { for { b := make([]byte, c.N.Size()) if err...

                Customize the function used to generate unique IDs for the *path
                operations* shown in the generated OpenAPI.

                This is particularly useful when automatically generating clients or
                SDKs for your API.

                Read more about it in the
                [FastAPI docs about how to Generate Clients](https://fastapi.tiangolo.com/advanced/generate-clients/#custom-generate-unique-id-function).

    66,
    66,
    66
  };

  /**
   * Generates values in a distribution equivalent to randomNonNegativeBigInteger but omitting zero.
   */
  static BigInteger randomPositiveBigInteger(int numBits) {
    BigInteger result;
    do {
      result = randomNonNegativeBigInteger(numBits);
    } while (result.signum() == 0);
    return result;
  }

  /**

Primero, escribe toda tu aplicación **FastAPI** como normalmente:

{* ../../docs_src/extending_openapi/tutorial001_py39.py hl[1,4,7:9] *}

### Generar el esquema de OpenAPI { #generate-the-openapi-schema }

Luego, usa la misma función de utilidad para generar el esquema de OpenAPI, dentro de una función `custom_openapi()`:

{* ../../docs_src/extending_openapi/tutorial001_py39.py hl[2,15:21] *}

/**
 * This task scans the main source set and findd samples in javadoc with `class='autoTested'`,
 * then generates a subclass of AbstractAutoTestedSamplesTest for each class including samples and adds them to the integTest.
 *
 * For example, we have two classes ABC.java and XYZ.groovy that include `class='autoTested'`,
 * there will be two files generated: `ABCAutoTestedSamplesTest.groovy` and `XYZAutoTestedSamplesTest.groovy`
 */
@CacheableTask