*   New loss reduction types:
    *   `AUTO`: Indicates that the reduction option will be determined by the
        usage context. For almost all cases this defaults to
        `SUM_OVER_BATCH_SIZE`. When used with `tf.distribute.Strategy`, outside
        of built-in training loops such as `tf.keras` `compile` and `fit`, we
        expect reduction value to be `SUM` or `NONE`. Using `AUTO` in that case

        public static final String COLOR = "color";
        public static final String OFFLINE = "o";
        public static final String HELP = "h";

        // Not an Option: used only for early detection, when CLI args may not be even parsed
        public static final String SHOW_ERRORS_CLI_ARG = "-" + SHOW_ERRORS;

        // parameters handled by script
        public static final String DEBUG = "debug";

		}
	}
}

// TestIsRequestPresignedSignatureV4 - Test validates the logic for presign signature version v4 detection.
func TestIsRequestPresignedSignatureV4(t *testing.T) {
	testCases := []struct {
		inputQueryKey   string
		inputQueryValue string
		expectedResult  bool
	}{
		// Test case - 1.

                        // on the host during Gradle's configuration phase and not in the VM, so
                        // auto-detection doesn't work.
                        //
                        // The shouldTestDocker property could be null, hence we use Boolean.TRUE.equals()

        assertTrue(locator("smb://server/IPC$/").isIPC());
        assertTrue(locator("smb://server/").isIPC());
        assertFalse(locator("smb://server/share/").isIPC());
    }

    @Test
    @DisplayName("Type detection covers filesystem/share/IPC/workgroup/server")
    void testGetType() throws Exception {
        // Filesystem when there is a path beyond share

        } catch (Exception e) {
            context.parsingFailed = true;
            parserRequest.logger().error("Error reading core extensions descriptor", e);
        }

        // CI detection
        context.ciInfo = detectCI(context);

        // only if not failed so far; otherwise we may have no options to validate
        if (!context.parsingFailed) {
            validate(context);
        }

        } catch (OutOfMemoryError e) {
            result = addExceptionToResult(new DefaultMavenExecutionResult(), e);
        } catch (RuntimeException e) {
            // TODO Hack to make the cycle detection the same for the new graph builder
            if (e.getCause() instanceof ProjectCycleException) {
                result = addExceptionToResult(new DefaultMavenExecutionResult(), e.getCause());
            } else {

        }
    }

    /**
     * Processes a streaming chat request using Server-Sent Events (SSE).
     * Uses the enhanced multi-phase RAG flow with intent detection and result evaluation.
     *
     * @param request the HTTP request
     * @param response the HTTP response
     * @throws IOException if an I/O error occurs
     */

    /**
     * Execute an operation with circuit breaker protection and custom error handling
     *
     * @param <T> return type
     * @param operation the operation to execute
     * @param isFailure custom failure detection
     * @return operation result
     * @throws CIFSException if circuit is open or operation fails
     */

      // already started execution. Because each task on a TaskNonReentrantExecutor can only produce
      // one execute() call to another instance from the same ExecutionSequencer, we know by
      // induction that the task that launched this one must not have added any other runnables to
      // that thread's queue, and thus we cannot be replacing a TaskAndThread object that would