6 files changed, 64 insertions, 1 deletions
diff --git a/dev/georgia/cctv.json b/dev/atlanta/cctv.json
index 8493f47..8493f47 100644
--- a/dev/georgia/cctv.json
+++ b/dev/atlanta/cctv.json
diff --git a/dev/georgia/convert.py b/dev/atlanta/convert.py
index 37a9e56..4d907b6 100644
--- a/dev/georgia/convert.py
+++ b/dev/atlanta/convert.py
@@ -1,6 +1,14 @@
 import json
+import math
 from pprint import pprint
 
+CENTER = [33.85, -84.43]
+
+
+def dist(a, b):
+    return math.sqrt((a[0] - b[0]) ** 2 + (a[1] - b[1]) ** 2)
+
+
 with open('cctv.json', 'r') as f:
     raw_data = json.load(f)
 
@@ -9,6 +17,8 @@ cameras = raw_data['features']
 sources = []
 for camera in cameras:
     coord = [float(x) for x in reversed(camera['geometry']['coordinates'])]
+    if dist(coord, CENTER) > 0.4:
+        continue
     cam = dict()
     cam['id'] = camera['properties']['cctv_id']
     if 'HLS' in camera['properties']:
diff --git a/dev/cluster.py b/dev/cluster.py
new file mode 100644
index 0000000..b43e63c
--- /dev/null
+++ b/dev/cluster.py
@@ -0,0 +1,40 @@
+import sys
+import math
+import json
+
+with open(sys.argv[1], 'r') as f:
+    input_data = json.load(f)
+
+
+def dist(a, b):
+    return math.sqrt((a[0] - b[0]) ** 2 + (a[1] - b[1]) ** 2)
+
+
+def do_merge():
+    threshold = 0.003
+
+    for a in range(len(input_data) - 1):
+        if len(input_data[a]['cams']) == 0:
+            continue
+        for b in range(a + 1, len(input_data)):
+            if len(input_data[b]['cams']) == 0:
+                continue
+            a_loc = input_data[a]['coord']
+            b_loc = input_data[b]['coord']
+            if dist(a_loc, b_loc) < threshold:
+                input_data[a]['cams'].extend(input_data[b]['cams'])
+                input_data[b]['cams'] = []
+
+    output_data = [x for x in input_data if len(x['cams']) > 0]
+
+    with open(sys.argv[1], 'w') as f:
+        json.dump(output_data, f)
+
+
+def find_closest():
+    closest_dist = min(dist(input_data[a]['coord'], input_data[b]['coord'])
+                       for a in range(len(input_data) - 1) for b in range(a + 1, len(input_data)))
+    print(closest_dist)
+
+
+do_merge()
diff --git a/dev/utah/UtahKML.xml b/dev/slc/UtahKML.xml
index e407739..e407739 100644
--- a/dev/utah/UtahKML.xml
+++ b/dev/slc/UtahKML.xml
diff --git a/dev/utah/cameras.json b/dev/slc/cameras.json
index 852fdce..852fdce 100644
--- a/dev/utah/cameras.json
+++ b/dev/slc/cameras.json
diff --git a/dev/utah/convert.py b/dev/slc/convert.py
index 763bc39..30f5a8d 100644
--- a/dev/utah/convert.py
+++ b/dev/slc/convert.py
@@ -1,8 +1,15 @@
 import json
-from collections import defaultdict
+import math
 import xml.etree.ElementTree as ET
 from pprint import pprint
 
+CENTER = [40.75, -111.89]
+
+
+def dist(a, b):
+    return math.sqrt((a[0] - b[0]) ** 2 + (a[1] - b[1]) ** 2)
+
+
 info = dict()
 for place in ET.parse('UtahKML.xml').findall('.//{*}Placemark'):
     cam_id = place.attrib['id']
@@ -13,12 +20,18 @@ for place in ET.parse('UtahKML.xml').findall('.//{*}Placemark'):
 sources = []
 with open('cameras.json', 'r') as f:
     places = json.load(f)
+ids_done = set()
 for place in places:
     cam_id = str(place['entityId'])
+    if cam_id in ids_done:
+        continue
     url = place['url']
     this_info = info[cam_id]
     name = this_info['name']
     coord = this_info['coord']
+    if dist(coord, CENTER) > 0.3:
+        continue
     sources.append({'coord': coord, 'cams': [{'id': cam_id, 'url': url, 'name': name}]})
+    ids_done.add(cam_id)
 with open('sources.json', 'w') as f:
     json.dump(sources, f)