* the symmetry of {@code equals}. Custom definitions of equality are usually based on an interface,
 * such as {@code Set} or {@code List}, so that the implementation of {@code equals} can cast the
 * object being tested for equality to the custom interface. {@code ForwardingObject} implements no
 * such custom interfaces directly; they are implemented only in subclasses. Therefore, forwarding

            dslRef.getStylesheetDirectory().convention(extension.getSourceRoot().dir("stylesheets"));
            dslRef.getHighlightStylesheet().convention(dslRef.getStylesheetDirectory().file("custom-highlight/custom-xslthl-config.xml"));

            dslRef.getStagingRoot().convention(extension.getStagingRoot().dir("dsl"));

                .put("analysis.analyzer.test_reading_term_analyzer.tokenizer", "standard")
                .put("analysis.analyzer.test_reading_analyzer_ja.type", "custom")
                .put("analysis.analyzer.test_reading_analyzer_ja.tokenizer", "keyword")
                .put("analysis.analyzer.test_reading_term_analyzer_ja.type", "custom")

        result = virtualHostHelper.processVirtualHost(s -> "processed_" + s, "default");
        assertEquals("processed_site1", result); // Still site1 due to header precedence

        // Test with custom header
        request.addHeader("Custom-Header", "custom.value");
        result = virtualHostHelper.processVirtualHost(s -> "processed_" + s, "default");
        assertEquals("processed_site1", result); // Still site1 due to header precedence
    }

     * <li>Custom;URL if it's not an SPDX license,
     * URL is the Github URL to the LICENSE file in elasticsearch repository.</li>
     * </ul>
     *
     * @param group dependency group
     * @param name  dependency name
     * @return SPDX identifier, UNKNOWN or a Custom license
     */

        assertTrue(execJob.jvmOptions.get(0).contains("gc-test.log"));

        // Test with custom logFilePath
        execJob.jvmOptions.clear();
        execJob.logFilePath("/custom/path");
        result = execJob.gcLogging();
        assertTrue(execJob.jvmOptions.get(0).contains("/custom/path"));
    }

    // Test jvmOptions method
    @Test
    public void test_jvmOptions() {

    }
    assert ta.json_schema() == snapshot(
        {
            "properties": {
                "custom_field": {
                    "items": {"type": "number"},
                    "title": "Custom Field",
                    "type": "array",
                }
            },
            "required": ["custom_field"],
            "title": "MyModel",
            "type": "object",
        }
    )

    public void test_buildDefaultUrl_withCustomBaseUrl() throws Exception {
        // Test that buildDefaultUrl uses custom base URL from property
        SamlAuthenticator authenticator = new SamlAuthenticator();

        DynamicProperties systemProperties = ComponentUtil.getSystemProperties();
        try {
            // Set custom base URL
            systemProperties.setProperty("saml.sp.base.url", "https://fess.example.com");

        // Verify that exception was handled
        assertTrue(exceptionHandled.get());
    }

    // Test with a custom ClassLoader to simulate class availability
    @Test
    public void test_hook_withCustomClassLoader() throws Exception {
        // Create a custom ClassLoader that can control class loading behavior
        ClassLoader customClassLoader = new URLClassLoader(new URL[0], null) {
            @Override

Using the information above, you can use the same utility function to generate the OpenAPI schema and override each part that you need.

For example, let's add [ReDoc's OpenAPI extension to include a custom logo](https://github.com/Rebilly/ReDoc/blob/master/docs/redoc-vendor-extensions.md#x-logo).

### Normal **FastAPI** { #normal-fastapi }

First, write all your **FastAPI** application as normally: