using uCalcSoftware; var uc = new uCalc(); // 1. Define variables to hold the metrics uc.DefineVariable("request_count = 0"); uc.DefineVariable("error_count = 0"); uc.DefineVariable("total_response_time = 0.0"); uc.DefineVariable("max_response_time = 0.0"); // 2. Create the transformer and define the rule using (var t = new uCalc.Transformer(uc)) { var pattern = "{@String:request} {@Number:status} {@Number:time}ms"; // 3. The replacement string uses @Exec for side-effects (updating variables) var replacement = """ {@Exec: request_count++} {@Exec: total_response_time = total_response_time + Double(time)} {@Exec: max_response_time = Max(max_response_time, Double(time))} {@Exec: iif(Double(status) >= 400, error_count++, 0)} """; t.FromTo(pattern, replacement); // 4. Define the multi-line log data var logText = """ 2024-10-26 10:00:05 INFO 192.168.1.10 "GET /api/users HTTP/1.1" 200 15ms 2024-10-26 10:00:06 INFO 192.168.1.15 "GET /api/products HTTP/1.1" 200 22ms 2024-10-26 10:00:07 ERROR 192.168.1.22 "POST /api/login HTTP/1.1" 500 120ms 2024-10-26 10:00:08 INFO 192.168.1.10 "GET /api/users/1 HTTP/1.1" 200 8ms """; // 5. Run the transformation (the output will be empty as we only use @Exec) t.Transform(logText); } // 6. Display the final aggregated metrics Console.WriteLine("--- Log Analysis Summary ---"); Console.WriteLine($"Total Requests: {uc.EvalStr("request_count")}"); Console.WriteLine($"Total Errors: {uc.EvalStr("error_count")}"); Console.WriteLine($"Average Response Time: {uc.EvalStr("total_response_time / request_count")}ms"); Console.WriteLine($"Maximum Response Time: {uc.EvalStr("max_response_time")}ms");