Null Pointer Exception - 3rd Gen Tree
Hiya,
Getting an occasional null pointer exception. I've not worked out why its happening, and looking at the source I can't quite see how it could happen. Call stack looks like
at KDTree.KdNode.addLeafPoint(KdNode.java:70) at KDTree.KdNode.splitLeafNode(KdNode.java:173) at KDTree.KdNode.addLeafPoint(KdNode.java:79) at KDTree.KdNode.addPoint(KdNode.java:63) at KDTree.KdTree.addPoint(KdTree.java:1)
Any ideas?
Seems that the "points" array is getting set to 'null' in a newly created child node. Assuming you haven't modified the code of the tree, and you're not doing any multithreading things, I can only see one possible cause: *All* of the data points are being put in the same child node, causing the newly created child node to itself be split while the upper level's splitLeafNode is still running. This implies that calculateSplit() is returning true when it shouldn't.
Could you add code to line 169 to print the list of coordinates stored in the node being split, or use a debugger to obtain similar information? My suspicion is that the coordinates you're putting into the tree are very unusual in some manner, possibly involving NaN values.
Sorry for the wall of numbers. Here are the values inside the splitLeafNode function:
Points array: [ [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.27476300750221805, 0.0, 0.5, 0.5, 0.05944248946787964, 0.05944248946787964], [0.25781116652220715, 0.08692892561404503, 0.49442777954156447, 0.525842295924762, 0.06786100210077804, 0.14692687699385826], [0.2578177856998261, 0.08372619661301722, 0.49463837126786636, 0.5064605739811905, 0.06785023783184158, 0.1469334424631162], [0.2578214298492213, 0.08292549845220197, 0.4946909579122118, 0.5016151434952976, 0.06784441533138576, 0.14693385451422164], [0.25782433041558794, 0.08272532316252756, 0.49470410169693013, 0.5004037858738244, 0.06783982767738157, 0.14693272660841677], [0.25782704507786713, 0.0826752795385066, 0.4947073884210326, 0.500100946468456, 0.06783554880964597, 0.14693121360417843], [0.25782971324440696, 0.0826627688903635, 0.4947082111092713, 0.5000252366171141, 0.0678313472047577, 0.14692960432136848], [0.2578323697665857, 0.08265964148995872, 0.4947084178030773, 0.5000063091542785, 0.06782716496882069, 0.14692797097446295], [0.25783502335720493, 0.08265885990173155, 0.49470847049921196, 0.5000015772885695, 0.06782298762433847, 0.14692633161848062], [0.2578376761944629, 0.0826586647665601, 0.49470848469597223, 0.5000003943221424, 0.06781881155096657, 0.14692469076738635], [0.25784032882290964, 0.08265861624464657, 0.49470848926786565, 0.5000000985805355, 0.06781463584332002, 0.14692304954976892], [0.2578429813786835, 0.0826586043760398, 0.49470849143351225, 0.5000000246451339, 0.06781046027498529, 0.14692140824779062], [0.2578456338958197, 0.08265860167075158, 0.4947084929975659, 0.5000000061612835, 0.06780628478936644, 0.1469197669319714], [0.2578482863828274, 0.08265860125628488, 0.49470849441118986, 0.5000000015403209, 0.06780210937228809, 0.1469181256199622], [0.2578509388418348, 0.08265860141451545, 0.49470849578717485, 0.5000000003850803, 0.06779793402021453, 0.14691648431616464], [0.2578535912733745, 0.08265860171591212, 0.49470849715371845, 0.5000000000962701, 0.06779375873223772, 0.14691484302170008], [0.2578562436775801, 0.08265860205309222, 0.4947084985178703, 0.5000000000240675, 0.0677895835081634, 0.146913201736816], [0.257858896054486, 0.08265860239921004, 0.49470849988139254, 0.5000000000060169, 0.06778540834789157, 0.14691156046162138], [0.2578615484041011, 0.0826586027475541, 0.49470850124472593, 0.5000000000015042, 0.06778123325144109, 0.1469099191960998], [0.25786420072642846, 0.08265860309644661, 0.4947085026079805, 0.500000000000376, 0.06777705821881806, 0.1469082779402436], [0.2578668530214694, 0.08265860344546808, 0.4947085039711838, 0.500000000000094, 0.06777288324998178, 0.14690663669408965], [0.25786950528922475, 0.08265860379451359, 0.4947085053343428, 0.5000000000000234, 0.06776870834495623, 0.1469049954576125], [0.25787215752969567, 0.08265860414355704, 0.49470850669745914, 0.5000000000000058, 0.06776453350371553, 0.14690335423083412], [0.2578748097428828, 0.08265860449259181, 0.4947085080605333, 0.5000000000000014, 0.06776035872627743, 0.1469017130137357], [0.25787746192878697, 0.08265860484161626, 0.4947085094235653, 0.5000000000000003, 0.0677561840126425, 0.1469000718063138], [0.2578801140874092, 0.08265860519062998, 0.4947085107865553, 0.5000000000000001, 0.06775200936277642, 0.14689843060859753], null ] bucket capacity is 50 Size is currently 48 Split dimension is 5 Split value is 0.10318817199105064
Yeah, that null there is not a problem, though it does look like I accidentally made the nodes split one entry too early. That wouldn't cause any issue besides a tiny amount of wasted memory though.
Later today I'll see if I can replicate the issue with that list of points.
