Mercurial Hosting > traffic-intelligence
view python/poly_utils.py @ 603:c7ece0f0ced9
refine
author | Mohamed Gomaa |
---|---|
date | Sat, 04 May 2013 18:01:43 -0400 |
parents | 273c200ec32e |
children |
line wrap: on
line source
#! /usr/bin/env python '''Various utilities to load data saved by the POLY new output(s)''' import sys import utils from moving import TimeInterval import numpy as np __metaclass__ = type from indicators import SeverityIndicator def loadNewInteractions(videoFilename,interactionType,dirname, extension, indicatorsNames, roaduserNum1,roaduserNum2, selectedIndicators=[]): '''Loads interactions from the POLY traffic event format''' from events import Interaction filename= dirname + videoFilename + extension #filename= dirname + interactionType+ '-' + videoFilename + extension # case of min distance todo: change the saving format to be matched with all outputs file = utils.openCheck(filename) if (not file): return [] #interactions = [] interactionNum = 0 data= np.loadtxt(filename) indicatorFrameNums= data[:,0] inter = Interaction(interactionNum, TimeInterval(indicatorFrameNums[0],indicatorFrameNums[-1]), roaduserNum1, roaduserNum2) inter.addVideoFilename(videoFilename) inter.addInteractionType(interactionType) for key in indicatorsNames.keys(): values= {} for i,t in enumerate(indicatorFrameNums): values[t] = data[i,key] inter.addIndicator(SeverityIndicator(indicatorsNames[key], values)) if selectedIndicators !=[]: values= {} for i,t in enumerate(indicatorFrameNums): values[t] = [data[i,index] for index in selectedIndicators] inter.addIndicator(SeverityIndicator('selectedIndicators', values)) #interactions.append(inter) file.close() #return interactions return inter