Connection & Time to reach healthy distribution (#48)

* Create class decorator for check if path exists.

* Create plot function to use for analysis of reach Nº of connections

src/mesh_analysis/waku_message_log_analyzer.py

@@ -18,9 +18,10 @@
 from src.mesh_analysis.tracers.waku_tracer import WakuTracer
 from src.plotting.utils import add_boxplot_stat_labels
 from src.utils import file_utils, log_utils, path_utils, list_utils
+from src.utils.path_utils import check_path_exists
 
 logger = logging.getLogger(__name__)
-
+sns.set_theme()
 
 class WakuMessageLogAnalyzer:
     def __init__(self, stateful_sets: List[str], timestamp_to_analyze: str = None,
@@ -381,3 +382,25 @@ def plot_message_distribution(self, received_summary_path: Path, plot_title: str
         plt.show()
 
         return Ok(None)
+
+
+    @check_path_exists
+    def check_time_to_reach_value_plot(self, file_data_path: Path, threshold_value: int, value_name: str,
+                                       dump_path: Path) -> Result[None, str]:
+        df = pd.read_csv(file_data_path)
+        df['Time'] = pd.to_datetime(df['Time'])
+        df.set_index('Time', inplace=True)
+
+        mask = df >= threshold_value
+        first_reach = mask.idxmax()
+        first_reach[~mask.any()] = pd.NaT  # Set to NaT if the target is never reached
+        time_to_target = (first_reach - df.index[0]).dt.total_seconds() / 60
+
+        plt.figure(figsize=(10, 6))
+        plt.boxplot(time_to_target.dropna(), vert=False)
+        plt.title(f'Time to Reach {value_name} - {time_to_target.dropna().shape[0]}/{df.shape[1]}')
+        plt.xlabel('Time to Reach Target (minutes)')
+        plt.savefig(dump_path)
+        plt.show()
+
+        return Ok(None)

src/utils/path_utils.py

@@ -36,3 +36,15 @@ def prepare_path_for_folder(folder_location: Union[str, Path]) -> Result[Path, s
         return Err(f'Error creating {folder_location.parent}. {e}')
 
     return Ok(folder_location)
+
+
+def check_path_exists(func):
+    def wrapper(self, path: Path, *args, **kwargs):
+        if not path.exists():
+            error = f'Path {args[0]} does not exist'
+            logger.error(error)
+            return Err(error)
+        return func(self, path, *args, **kwargs)
+
+    return wrapper
+