Mercurial > hg > webaudioevaluationtool
diff python/score_parser.py @ 2264:556b79c72eee
Change folder name 'scripts' to 'python'
author | Brecht De Man <b.deman@qmul.ac.uk> |
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date | Wed, 20 Apr 2016 16:33:22 +0200 |
parents | |
children | 4843377d9976 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/python/score_parser.py Wed Apr 20 16:33:22 2016 +0200 @@ -0,0 +1,136 @@ +#!/usr/bin/python + +import xml.etree.ElementTree as ET +import os +import sys +import csv + +# COMMAND LINE ARGUMENTS + +assert len(sys.argv)<3, "score_parser takes at most 1 command line argument\n"+\ + "Use: python score_parser.py [rating_folder_location]" + +# XML results files location +if len(sys.argv) == 1: + folder_name = "../saves" # Looks in 'saves/' folder from 'scripts/' folder + print "Use: python score_parser.py [rating_folder_location]" + print "Using default path: " + folder_name +elif len(sys.argv) == 2: + folder_name = sys.argv[1] # First command line argument is folder + +# check if folder_name exists +if not os.path.exists(folder_name): + #the file is not there + print "Folder '"+folder_name+"' does not exist." + sys.exit() # terminate script execution +elif not os.access(os.path.dirname(folder_name), os.W_OK): + #the file does exist but write privileges are not given + print "No write privileges in folder '"+folder_name+"'." + + +# CODE + +# remember which files have been opened this time +file_history = [] + +# get every XML file in folder +for file_name in os.listdir(folder_name): + if file_name.endswith(".xml"): + tree = ET.parse(folder_name + '/' + file_name) + root = tree.getroot() + + # get subject ID from XML file + subject_id = file_name[:-4] # file name (without extension) as subject ID + + # get list of all pages this subject evaluated + for page in root.findall("./page"): # iterate over pages + page_name = page.get('ref') # get page reference ID + + if page_name is None: # ignore 'empty' audio_holders + print "WARNING: " + file_name + " contains empty audio holder. (score_parser.py)" + break + + if page.get('state') != "complete": + print "WARNING:" + file_name + " contains incomplete page " +page_name+ ". (score_parser.py)" + break; + + file_name = folder_name+'/ratings/'+page_name+'-ratings.csv' # score file name + + # create folder 'ratings' if not yet created + if not os.path.exists(folder_name + '/ratings'): + os.makedirs(folder_name + '/ratings') + + # header: fragment IDs in 'alphabetical' order + # go to fragment column, or create new column if it doesn't exist yet + + # get array of audio elements and number of audio elements + audiolist = page.findall("./audioelement") + n_fragments = len(audiolist) + + # get alphabetical array of fragment IDs from this subject's XML + fragmentnamelist = [] # make empty list + for audioelement in audiolist: # iterate over all audioelements + fragmentnamelist.append(audioelement.get('ref')) # add to list + + + # if file exists, get header and add any 'new' fragments not yet in the header + if os.path.isfile(file_name): + with open(file_name, 'r') as readfile: + filereader = csv.reader(readfile, delimiter=',') + headerrow = filereader.next() + + # If file hasn't been opened yet this time, remove all rows except header + if file_name not in file_history: + with open(file_name, 'w') as writefile: + filewriter = csv.writer(writefile, delimiter=',') + headerrow = sorted(headerrow) + filewriter.writerow(headerrow) + file_history.append(file_name) + + # Which of the fragments are in fragmentnamelist but not in headerrow? + newfragments = list(set(fragmentnamelist)-set(headerrow)) + newfragments = sorted(newfragments) # new fragments in alphabetical order + # If not empty, read file and rewrite adding extra columns + if newfragments: # if not empty + with open('temp.csv', 'w') as writefile: + filewriter = csv.writer(writefile, delimiter=',') + filewriter.writerow(headerrow + newfragments) # write new header + with open(file_name, 'r') as readfile: + filereader = csv.reader(readfile, delimiter=',') + filereader.next() # skip header + for row in filereader: # rewrite row plus empty cells for every new fragment name + filewriter.writerow(row + ['']*len(newfragments)) + os.rename('temp.csv', file_name) # replace old file with temp file + headerrow = headerrow + newfragments + + + # if file does not exist yet, create file and make header + else: + headerrow = sorted(fragmentnamelist) # sort alphabetically + headerrow.insert(0,'') + fragmentnamelist = fragmentnamelist[1:] #HACKY FIX inserting in firstrow also affects fragmentnamelist + with open(file_name, 'w') as writefile: + filewriter = csv.writer(writefile, delimiter=',') + filewriter.writerow(headerrow) + file_history.append(file_name) + + # open file to write for this page + writefile = open(file_name, 'a') + filewriter = csv.writer(writefile, delimiter=',') + + # prepare row to be written for this subject for this page + ratingrow = [subject_id] + + # get scores related to fragment [id] + for fragmentname in headerrow[1:]: # iterate over fragments in header (skip first empty column) + elementvalue = page.find("./audioelement/[@ref='" + + fragmentname + + "']/value") + if hasattr(elementvalue, 'text'): # if rating for this fragment exists + ratingrow.append(elementvalue.text) # add to rating row + else: # if this subject has not rated this fragment + ratingrow.append('') # append empty cell + + # write row: [subject ID, rating fragment ID 1, ..., rating fragment ID M] + if any(ratingrow[1:]): # append to file if row non-empty (except subject name) + filewriter.writerow(ratingrow)