Improvements all over the place, now input is controlled by files in regions and tracks, algorithm has to improve to get better performance, it is too slow as it currently stands to manage all geometry checks currently done.

script.py

@@ -1,12 +1,7 @@
 from matplotlib.path import Path
 from datetime import datetime
 
-import gpxpy
-import gpxpy.gpx
-
-import geopandas as gpd
-
-import sys
+import gpxpy, gpxpy.gpx, sys, csv, os, os.path
 
 class Region:
     def __init__(self, boundary, name, timeSpent=0):
@@ -22,39 +17,21 @@ class Region:
         self.timeSpent += timeSpent
 
 class Point:
-    def __init__(self, coordinates, date, name='', region=0):
+    def __init__(self, coordinates, date):
         self.coordinates = coordinates
         self.date = date
-        self.name = name
-        self.region = region
 
 def importGPX():
-    gpx_file = open('thisyear.gpx', 'r')
-    global gpx
-    gpx = gpxpy.parse(gpx_file)
+    def tracksFileImport(filePath):
+        gpx_file = open(filePath, 'r')
+        global gpx
+        gpx = gpxpy.parse(gpx_file)
 
-def importRegions():
-    areas = gpd.read_file('regions.gpkg')
-    areas.head()
+    for files in os.listdir('tracks'):
+       tracksFileImport(''.join(['tracks/',files]))
 
-
-
-def initVariables():
-    #importRegions()
-    importGPX()
-
-    # temp import for regions, have to implement gpx eventually, such file currenly contains a series of polygons
-    from conf import Regions
-    initRegions = Regions
-
-    global regions
     global points
-    regions = []
     points = []
-    
-    for boundary, name in initRegions:
-        region = Region(boundary, name)
-        regions.append(region)
 
     for track in gpx.tracks:
         for segment in track.segments:
@@ -62,12 +39,25 @@ def initVariables():
                 point = Point((point.longitude, point.latitude), point.time.timestamp())
                 points.append(point)
 
-    #for coordinates, date in initPoints:
-    #    point = Point(coordinates, date)
-    #    points.append(point)
+def importRegions():
+    global regions
+    regions = []
 
-def addTimeToRegion(region, time=0):
-    region.timeSpent += time
+    def regionFileImport(filePath, name):
+        with open(filePath, mode ='r') as file:
+            csvFile = csv.reader(file)
+            next(csvFile, None) # Skip header
+
+            boundary = []
+            for row in csvFile:
+                # must be long, lat
+                boundary.extend([[row[2],row[3]]])
+
+            region = Region(boundary, name)
+            regions.append(region)
+            
+    for files in os.listdir('regions'):
+       regionFileImport(''.join(['regions/',files]), files[:-4]) # Import every file, and get name from splice filename
 
 def calcTimePerRegion(): 
     # The idea is to iterate through every point, if the point is inside a given region,
@@ -77,23 +67,18 @@ def calcTimePerRegion():
     for point in points:
         for region in regions:
             if region._checkBoundary(point.coordinates):
-                addTimeToRegion(region, (point.date - lastPointDate))
+                region.timeSpent += (point.date - lastPointDate)
                 lastPointDate = point.date
 
 def printResults():
     for region in regions:
         print("Time spent on ", region.name, ":", round(region.timeSpent / 60), "minutes")
 
-
-
 def main():
-    initVariables()
+    importRegions()
+    importGPX()
     calcTimePerRegion()
     printResults()
 
 main()
 
-
-# print(a._checkBoundary(point.coordinates))
-
-