這表示 **FastAPI** 已針對 80% 的 Python 開發者所使用的編輯器進行過專門測試。而由於其他多數編輯器的行為也類似，這些優點擴及實際上幾乎所有編輯器。

藉此我找到了盡可能減少程式碼重複、在各處提供自動補全、型別與錯誤檢查等的最佳方式。

一切都是為了讓所有開發者都能擁有最佳的開發體驗。

## 需求 { #requirements }

在測試多種替代方案後，我決定採用 [**Pydantic**](https://docs.pydantic.dev/)，因為它的優勢。

隨後我也對它做出貢獻，使其完全符合 JSON Schema、支援以不同方式定義約束，並依據在多款編輯器中的測試結果改進編輯器支援（型別檢查、自動補全）。

在開發過程中，我也對 [**Starlette**](https://www.starlette.dev/)（另一個關鍵依賴）做出貢獻。

You can now get the current user directly in the *path operation functions* and deal with the security mechanisms at the **Dependency Injection** level, using `Depends`.

And you can use any model or data for the security requirements (in this case, a Pydantic model `User`).

But you are not restricted to using some specific data model, class or type.

     * then be required to also support these target runtimes.
     *
     * The required runtimes for a project should be set if that project has
     * specific runtime requirements. For example, they must be able to run in
     * a worker (a compiler worker, test worker, worker API worker action),
     * or must be able to run in a client (TAPI model, TAPI client, CLI client).
     */
    @get:Nested

        if (buildFile == null) {
            buildFile = "" // Let Gradle detect the build script
        }
        skipConditionally(buildType)
    }

fun Requirements.requiresOs(os: Os) {
    contains("teamcity.agent.jvm.os.name", os.agentRequirement)
}

fun Requirements.requiresArch(
    os: Os,
    arch: Arch,
) {
    if (os == Os.MACOS) {
        contains("teamcity.agent.jvm.os.arch", arch.nameOnMac)
    } else {

    return equivalent(t, u);
  }

  /**
   * Implemented by the user to determine whether {@code a} and {@code b} are considered equivalent,
   * subject to the requirements specified in {@link #equivalent}.
   *
   * <p>This method should not be called except by {@link #equivalent}. When {@link #equivalent}

    }

    @Test
    public void test_evaluate_withNullParams() {
        // Test with null parameters - should throw NPE due to OpenSearch StoredLtrQueryBuilder requirements
        final String testModelName = "test_model";
        final int testWindowSize = 75;

        ComponentUtil.setFessConfig(new FessConfig.SimpleImpl() {
            @Override

也就是说，**FastAPI** 针对差不多 80% 的 Python 开发者使用的编辑器进行了测试，而且其它大多数编辑器的工作方式也与之类似，因此，**FastAPI** 的优势几乎能在所有编辑器上体现。

通过这种方式，我就能找到尽可能减少代码重复的最佳方式，进而实现处处都有自动补全、类型提示与错误检查等支持。

所有这些都是为了给开发者提供最佳的开发体验。

## 需求项 { #requirements }

经过测试多种备选方案，我最终决定使用 [**Pydantic**](https://docs.pydantic.dev/)，并充分利用它的优势。

我甚至为它做了不少贡献，让它完美兼容了 JSON Schema，支持多种方式定义约束声明，并基于多个编辑器，改进了它对编辑器支持（类型检查、自动补全）。

    # via -r ci/official/requirements_updater/requirements.in

# The following packages are considered to be unsafe in a requirements file:
setuptools==78.1.1 \
    --hash=sha256:c3a9c4211ff4c309edb8b8c4f1cbfa7ae324c4ba9f91ff254e3d305b9fd54561 \
    --hash=sha256:fcc17fd9cd898242f6b4adfaca46137a9edef687f43e6f78469692a5e70d851d
    # via
    #   -r ci/official/requirements_updater/requirements.in

    # via -r ci/official/requirements_updater/requirements.in

# The following packages are considered to be unsafe in a requirements file:
setuptools==78.1.1 \
    --hash=sha256:c3a9c4211ff4c309edb8b8c4f1cbfa7ae324c4ba9f91ff254e3d305b9fd54561 \
    --hash=sha256:fcc17fd9cd898242f6b4adfaca46137a9edef687f43e6f78469692a5e70d851d
    # via
    #   -r ci/official/requirements_updater/requirements.in

// be imported into `graph`. `prefix` is copied and has no lifetime
// requirements.
TF_CAPI_EXPORT extern void TF_ImportGraphDefOptionsSetPrefix(
    TF_ImportGraphDefOptions* opts, const char* prefix);

// Set the execution device for nodes in `graph_def`.
// Only applies to nodes where a device was not already explicitly specified.
// `device` is copied and has no lifetime requirements.