added files

blub.csv

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+[825.232206, 969.095757];[838.048815, 969.095757];[825.232206, 995.999602];[838.048815, 995.999602]
+[593.860762, 960.733091];[610.305287, 960.733091];[593.860762, 983.147201];[610.305287, 983.147201]
+[59.741276, 977.994406];[155.167011, 977.994406];[59.741276, 985.267123];[155.167011, 985.267123]
+[804.47264, 919.60313];[823.168699, 919.60313];[804.47264, 938.999624];[823.168699, 938.999624]
+[414.580834, 932.019619];[502.371181, 932.019619];[414.580834, 951.215304];[502.371181, 951.215304]
+[673.9751, 917.411228];[693.581776, 917.411228];[673.9751, 1006.799597];[693.581776, 1006.799597]
+[362.740855, 935.051162];[403.564654, 935.051162];[362.740855, 947.867771];[403.564654, 947.867771]
+[59.741276, 943.07442];[291.286592, 943.07442];[59.741276, 972.840664];[291.286592, 972.840664]
+[490.552694, 959.136077];[503.368847, 959.136077];[490.552694, 966.839613];[503.368847, 966.839613]
+[44.381282, 944.531158];[55.16109, 944.531158];[44.381282, 957.347768];[55.16109, 957.347768]
+[570.952661, 912.936093];[583.768815, 912.936093];[570.952661, 932.159627];[583.768815, 932.159627]
+[857.740644, 890.774196];[892.181091, 890.774196];[857.740644, 912.466914];[892.181091, 912.466914]
+[1050.700422, 1164.13107];[1058.404244, 1164.13107];[1050.700422, 1176.94768];[1058.404244, 1176.94768]
+[1204.779518, 1079.994365];[1226.765291, 1079.994365];[1204.779518, 1087.267082];[1226.765291, 1087.267082]
+[1158.819536, 1092.359968];[1191.181708, 1092.359968];[1158.819536, 1101.480613];[1191.181708, 1101.480613]
+[1222.059511, 1093.319968];[1241.341711, 1093.319968];[1222.059511, 1102.440612];[1241.341711, 1102.440612]
+[1261.419495, 1079.874365];[1277.765169, 1079.874365];[1261.419495, 1087.147082];[1277.765169, 1087.147082]
+[1278.699489, 1092.479968];[1295.192954, 1092.479968];[1278.699489, 1101.600612];[1295.192954, 1101.600612]
+[1318.179473, 1079.874365];[1355.645224, 1079.874365];[1318.179473, 1107.547074];[1355.645224, 1107.547074]
+[1417.299433, 1079.879973];[1486.640378, 1079.879973];[1417.299433, 1089.000618];[1486.640378, 1089.000618]
+[1417.299433, 1108.319962];[1469.600455, 1108.319962];[1417.299433, 1117.440606];[1469.600455, 1117.440606]
+[1181.619527, 1123.451086];[1201.583466, 1123.451086];[1181.619527, 1136.267696];[1201.583466, 1136.267696]
+[1188.459525, 1153.696277];[1255.031485, 1153.696277];[1188.459525, 1159.24017];[1255.031485, 1159.24017]
+[1192.420397, 1164.13107];[1200.124219, 1164.13107];[1192.420397, 1176.94768];[1200.124219, 1176.94768]
+[1491.099404, 1116.371089];[1630.083507, 1116.371089];[1491.099404, 1129.187699];[1630.083507, 1129.187699]
+[1221.459511, 1124.165578];[1280.97267, 1124.165578];[1221.459511, 1135.134131];[1280.97267, 1135.134131]
+[1417.299433, 1136.632945];[1469.158167, 1136.632945];[1417.299433, 1144.680442];[1469.158167, 1144.680442]
+[1165.299534, 1139.752944];[1280.536955, 1139.752944];[1165.299534, 1147.800441];[1280.536955, 1147.800441]
+[1615.779354, 1136.632945];[1638.598109, 1136.632945];[1615.779354, 1144.680442];[1638.598109, 1144.680442]
+[1498.059401, 1145.771077];[1552.083419, 1145.771077];[1498.059401, 1158.587687];[1552.083419, 1158.587687]
+[1323.219471, 1153.312939];[1389.616813, 1153.312939];[1323.219471, 1161.360435];[1389.616813, 1161.360435]
+[1330.300378, 1164.13107];[1345.684232, 1164.13107];[1330.300378, 1176.94768];[1345.684232, 1176.94768]
+[1657.540637, 1086.251101];[1667.544521, 1086.251101];[1657.540637, 1099.067711];[1667.544521, 1099.067711]
+[1491.099404, 1087.091101];[1615.083514, 1087.091101];[1491.099404, 1099.907711];[1615.083514, 1099.907711]
+[1472.020711, 1164.25107];[1487.404566, 1164.25107];[1472.020711, 1177.06768];[1487.404566, 1177.06768]
+[1622.499425, 1147.325569];[1645.892419, 1147.325569];[1622.499425, 1158.294122];[1645.892419, 1158.294122]
+[1612.900791, 1164.25107];[1629.964553, 1164.25107];[1612.900791, 1177.06768];[1629.964553, 1177.06768]

clustering_precomputed_dbscan.py

@@ -2,6 +2,8 @@ import numpy as np
 import pandas
 import csv
 from math import sqrt
+from sklearn.cluster import DBSCAN
+import order_bounding_boxes_in_each_block
 
 def get_average_xy(list_input):
     csv_name = "temporary/list_to_csv_with_corner_points.csv"
@@ -52,33 +54,47 @@ def get_average_xy(list_input):
 def dist(rectangle1, rectangle2):
  #get minimal distance between two rectangles
     distance = 100000000
-
-
-    print(rectangle1)
+    #print(rectangle1)
     for point1 in rectangle1:
+        point1 = eval(point1)
         #print(point1)
         for point2 in rectangle2:
             #print(point2)
+            point2 = eval(point2)
             dist = sqrt((float(point2[0]) - float(point1[0]))**2 + (float(point2[1]) - float(point1[1]))**2)
             if dist < distance:
                 distance = dist
-
     return distance
 
+def clustering(distance_matrix):
+    db = DBSCAN(eps=5, min_samples=1, metric="precomputed").fit(dm)  ##3.93 until now, bei 5 shon mehr erkannt, 7 noch mehr erkannt aber auch schon zu viel
+    labels = db.labels_
+    # Number of clusters in labels
+    n_clusters_ = len(set(labels)) - (1 if -1 in labels else 0)
 
+    print('Estimated number of clusters: %d' % n_clusters_)
+    data_df = pandas.read_csv("/home/bscheibel/PycharmProjects/dxf_reader/temporary/list_to_csv_with_corner_points.csv",
+                           sep=";")
+    data_df["cluster"] = labels
+    data_df.groupby('cluster')['element'].apply(' '.join).reset_index().to_csv("values_clusteredfrom_precomputed_dbscan.csv",sep=";")
 
-file = "/home/bscheibel/PycharmProjects/dxf_reader/drawings/5129275_Rev01-GV12.html"
-#result = order_bounding_boxes_in_each_block.get_bound_box(file)
+
+file = "/home/bscheibel/PycharmProjects/dxf_reader/drawings/5152166_Rev04.html"
+result = order_bounding_boxes_in_each_block.get_bound_box(file)
 #print(result)
-#get_average_xy(result)
+get_average_xy(result)
 #rectangle1 = [[0,0],[2,0],[0,2],[2,2]]
 #rectangle2 = [[3,3],[4,3],[3,4],[4,4]]
 #print(compute_distance(rectangle1,rectangle2))
 data = pandas.read_csv("/home/bscheibel/PycharmProjects/dxf_reader/temporary/list_to_csv_with_corner_points.csv", sep=";")
-data = data[["point_xmi_ymi","point_xma_ymi","point_xmi_yma","point_xma_yma"]]
-data.to_csv("blub.csv", sep=",", index=False, header=None)
-data_new = pandas.read_csv("blub.csv", sep=";",header=None)
-data_new = data_new.to_numpy()
-#print(data_new.to_string())
-#print(data.loc[:])
-dm = np.asarray([[dist(p1, p2) for p2 in data_new] for p1 in data_new])
+data = data[["point_xmi_ymi","point_xma_ymi","point_xmi_yma","point_xma_yma"]].replace("'","")
+#print(data)
+data.to_csv("blub.csv", sep=";", index=False, header=None)
+result = []
+with open('blub.csv') as csvfile:
+    readCSV = csv.reader(csvfile, delimiter=';')
+    result = list(readCSV)
+
+dm = np.asarray([[dist(p1, p2) for p2 in result] for p1 in result])
+#print(dm)
+clustering(dm)

order_bounding_boxes_in_each_block.py

@@ -49,5 +49,5 @@ def get_bound_box(file):
 
     return new_all_elements
 
-file="/home/bscheibel/PycharmProjects/dxf_reader/drawings/5152166_Rev04.html"
-get_bound_box(file)
+#file="/home/bscheibel/PycharmProjects/dxf_reader/drawings/5152166_Rev04.html"
+#get_bound_box(file)

read_from_clustered_merged.py

@@ -1,13 +1,14 @@
 import csv
 import re
 
-with open("/home/bscheibel/PycharmProjects/dxf_reader/values_clusteredfromHTML_layout_LH.csv", "r") as f:
+with open("/home/bscheibel/PycharmProjects/dxf_reader/values_clusteredfrom_precomputed_dbscan.csv", "r") as f:
     reader = csv.reader(f, delimiter=";")
     reg_search = []
     for row in reader:
-        reg = r",\s*'(\w*\W*.\d*)']"
+        reg = r",\s*'\(*(\w*\W*.,*\d*)\)*'\]*\]"
         reg_search.append(re.findall(reg, row[2]))
         #for reg in reg_search:
     for reg in reg_search:
             reg_new = reg
             print(reg_new)
+    ##print(data[labels == 0])