In fact, in some cases, it will even have **two JSON Schemas** in OpenAPI for the same Pydantic model, for input and output, depending on if they have **default values**.

Let's see how that works and how to change it if you need to do that.

## Pydantic Models for Input and Output { #pydantic-models-for-input-and-output }

Let's say you have a Pydantic model with default values, like this one:

    /*
     * In principle, a Multimap implementation could add e3 first before failing on the null. But
     * that seems unlikely enough to be worth complicating the test over, especially if there's any
     * chance that a permissive test could mask a bug.
     */
    expectUnchanged();
    // Be extra thorough in case internal state was corrupted by the expected null.

            holder.addCommandRegistry(entry.getValue().createShellCommandRegistry(context));
        }

        DefaultParser parser = new DefaultParser();
        parser.setRegexCommand("[:]{0,1}[a-zA-Z!]{1,}\\S*"); // change default regex to support shell commands

        String banner = """

                ░▒▓██████████████▓▒░ ░▒▓█▓▒░░▒▓█▓▒░░▒▓███████▓▒░  ░▒▓███████▓▒░░▒▓█▓▒░░▒▓█▓▒░\s

    - [CVE-2024-9042: Command Injection affecting Windows nodes via nodes/*/logs/query API](#cve-2024-9042-command-injection-affecting-windows-nodes-via-nodeslogsquery-api)
  - [Changes by Kind](#changes-by-kind-9)
    - [API Change](#api-change)
    - [Feature](#feature-6)
    - [Bug or Regression](#bug-or-regression-9)
  - [Dependencies](#dependencies-9)
    - [Added](#added-9)
    - [Changed](#changed-9)
    - [Removed](#removed-9)

    Class<?> finalizableReferenceClass = finalizableReferenceClassReference.get();
    if (finalizableReferenceClass == null) {
      /*
       * FinalizableReference's class loader was reclaimed. While there's a chance that other
       * finalizable references could be enqueued subsequently (at which point the class loader
       * would be resurrected by virtue of us having a strong reference to it), we should pretty

hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section)...

Então, durante esse tempo, o computador pode ir e fazer outro trabalho, enquanto o "arquivo lento" 📝 termina.

Então o computador / programa 🤖 irá voltar sempre que tiver uma chance, seja porque ele está esperando novamente, ou quando ele 🤖 terminar todo o trabalho que tem até esse ponto. E ele 🤖 irá ver se alguma das tarefas que estava esperando já terminaram de fazer o que quer que tinham que fazer.

    /*
     * In principle, a Multimap implementation could add e3 first before failing on the null. But
     * that seems unlikely enough to be worth complicating the test over, especially if there's any
     * chance that a permissive test could mask a bug.
     */
    expectUnchanged();
    // Be extra thorough in case internal state was corrupted by the expected null.

Luego contribuí a este, para hacerlo totalmente compatible con JSON Schema, para soportar diferentes maneras de definir declaraciones de restricciones, y para mejorar el soporte de los editores (chequeo de tipos, autocompletado) basado en las pruebas en varios editores.

Durante el desarrollo, también contribuí a <a href="https://www.starlette.dev/" class="external-link" target="_blank">**Starlette**</a>, el otro requisito clave.

</blockquote>

## Investigation { #investigation }

By using all the previous alternatives I had the chance to learn from all of them, take ideas, and combine them in the best way I could find for myself and the teams of developers I have worked with.

For example, it was clear that ideally it should be based on standard Python type hints.