Added Time KPI metrics

This commit introduces a new feature for logging
elapsed time for specific Key Performance Indicators (KPIs).

Usage:
time_kpi = TimeKPI(time.time())
code ...
code ...
.
.
.
code ...
time_kpi.log_elapsed_time(time.time(), "Kpi_name/function_name")

Example LOG:
[2025-05-08 03:41:55] KTE INFO  MainThread time_kpi.log_elapsed_time 52 :: test_func_test elapsed time: 2.06 seconds

Change-Id: Idefbdb2dc707b05ac5d24194b34af1dcb236e152
Signed-off-by: Abhishek jaiswal <abhishek.jaiswal@windriver.com>

framework/kpi/time_kpi.py

@@ -0,0 +1,31 @@
+import time
+
+from framework.logging.automation_logger import get_logger
+
+
+class TimeKPI:
+    """
+    A class to represent a time-based KPI (Key Performance Indicator).
+    """
+
+    def __init__(self, start_time: float):
+        """Initialize the TimeKPI with a name and value.
+
+        Args:
+            start_time (float): The time when the KPI started.
+        """
+        self.start_time = start_time
+
+    def log_elapsed_time(self, end_time: float, kpi_name: str) -> float:
+        """Calculate the elapsed time since the start time.
+
+        Args:
+            end_time (float): The time when the KPI ended.
+            kpi_name (str): The time when the KPI ended.
+
+        Returns:
+            float: The elapsed time.
+        """
+        elapsed_time = time.time() - self.start_time
+        message = f"{kpi_name} elapsed time: {elapsed_time:.2f} seconds"
+        get_logger().log_kpi(message)

framework/logging/automation_logger.py

@@ -97,6 +97,13 @@ class AutomationLogger(logging.getLoggerClass()):
         """
         self._log(logging.INFO, message, None, stacklevel=2, extra={'source': 'SSH'})
 
+    def log_kpi(self, message):
+        """This info-level log statement is used to log elapsed time for KPIs.
+        Args:
+            message: The message that will be logged.
+        """
+        self._log(logging.INFO, message, None, stacklevel=2, extra={"source": "KPI"})
+
     def get_log_folder(self) -> str:
         """
         Getter for log folder