🩹 fix small issues in main

src/app.Rmd

@@ -1,3 +1,8 @@
+```{r backend, child="./main.Rmd"}
+  source("./main.Rmd")
+  exists("getRouteSummary")
+```
+
 # Web Interface
 ```{r shiny}
 # Flight Trajectory Analysis - Shiny GUI Application

src/main.Rmd

@@ -104,7 +104,7 @@ getTrajFromRoute <- function(route_df){
     xCol = "x", yCol = "y", timeCol = "time"
   )
 }
-getRouteSummary<-function(route_df){
+getRouteSummary<-function(route_df, icao){
   meters <- getRouteDistance(route_df)
     x_meters <- meters$x
     y_meters <- meters$y
@@ -128,6 +128,7 @@ getRouteSummary<-function(route_df){
     straightness <- TrajStraightness(trj)
     
     # 5. Mean travel velocity (meters/second)
+    mean_velocity <- path_length / duration
     
     # 6. Fractal dimension (using divider method)
     # Note: requires sufficient points for accurate estimation
@@ -144,17 +145,17 @@ getRouteSummary<-function(route_df){
     })
     
     return(data.frame(
-      icao24 = icao24,
-      diffusion_distance_m = diffusion_distance, # meters
-      path_length_m = path_length, # meters
+      icao24 = icao,
+      diffusion_distance_km = diffusion_distance / 1000, # meters to kilometers
+      path_length_km = path_length / 1000, # meters to kilometers
       straightness = straightness,
-      duration_s = duration, # seconds
+      duration_mins = duration / 60, # seconds to minutes
       mean_velocity_kmh = mean_velocity * 3.6,
       fractal_dimension = fractal_dim
     ))
 }
 
-print(getRouteSummary(route_df))
+print(getRouteSummary(route_df, icao))
 trj <- getTrajFromRoute(route_df)
 plot(trj, main = paste("Trajectory of", icao))
 
@@ -165,14 +166,16 @@ plot(trj, main = paste("Trajectory of", icao))
 # Statistical Analysis of Multiple Trajectories
 ```{r multi-trajectory-analysis}
 # Function to calculate trajectory characteristics for a single flight
-calculate_trajectory_params <- function(icao24, departure_time, creds) {
+calculate_trajectory_params <- function(icao, departure_time, creds) {
   tryCatch({
-    route_df <- getAircraftTrack(icao24,departure_time, creds)
+    route_df <- getAircraftTrack(icao, departure_time, creds)
     
-    if (is.null(route_df) ||nrow(route_df) < 3) return(NULL)
+    if (is.null(route_df) || nrow(route_df) < 3) return(NULL)
     
     # Fractal dimension
     fractal <- tryCatch({
+      trj <- getTrajFromRoute(route_df)
+      path_length <- TrajLength(trj)
       min_step <- path_length / 100
       max_step <- path_length / 2
       if (min_step > 0 && max_step > min_step) {
@@ -183,10 +186,10 @@ calculate_trajectory_params <- function(icao24, departure_time, creds) {
       }
     }, error = function(e) NA)
     
-    return(getRouteSummary(route_df))
+    return(getRouteSummary(route_df, icao))
     
   }, error = function(e) {
-    message("Error processing ", icao24, ": ", e$message)
+    message("Error processing ", icao, ": ", e$message)
     return(NULL)
   })
 }
@@ -233,7 +236,7 @@ if (length(all_trajectories) > 0) {
 if (exists("trajectory_stats_df") && nrow(trajectory_stats_df) >= 2) {
   
   # Parameters to analyze
-  params_to_analyze <- c("diffusion_distance_km", "straightness", "duration_min", 
+  params_to_analyze <- c("diffusion_distance_km", "straightness", "duration_mins", 
                          "mean_velocity_kmh", "fractal_dimension")
   param_labels <- c("Diffusion Distance (km)", "Straightness Index", 
                     "Duration (min)", "Mean Velocity (km/h)", "Fractal Dimension")
@@ -286,7 +289,6 @@ if (exists("trajectory_stats_df") && nrow(trajectory_stats_df) >= 2) {
               ylab = label,
               col = "lightblue",
               border = "darkblue")
-      
       # Add mean point
       points(1, mean(data), pch = 18, col = "red", cex = 1.5)
     }