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Dhvani Patel
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Aug 1, 2017
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| @@ -0,0 +1,89 @@ | ||
| # Copyright 2017 Dhvani Patel | ||
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| from __future__ import division | ||
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| import sys | ||
| import os | ||
| import csv | ||
| import matplotlib.pyplot as plt | ||
| import numpy as np | ||
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| def create_plot(file_name): | ||
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| ref_lines = [] | ||
| with open("/home/dhvani/java-mistakes-data/mistakes.csv", 'rb') as reffile: | ||
| ref_reader = csv.reader(reffile, delimiter=',') | ||
| count = 0 | ||
| for line in ref_reader: | ||
| if count != 0: | ||
| ref_lines.append([line[0], line[1], line[4]]) | ||
| count +=1 | ||
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| with open(file_name, 'rb') as csvfile: | ||
| check_reader = csv.reader(csvfile, delimiter=',', quotechar='|') | ||
| beforeS = -1 | ||
| beforeM = -1 | ||
| actual_line = -1 | ||
| countRank = -1 | ||
| all_ranks = [] | ||
| for row in check_reader: | ||
| sfid = row[1] | ||
| meid = row[2] | ||
| print row | ||
| if sfid == beforeS and meid == beforeM: | ||
| countRank += 1 | ||
| toCompLine = row[5] | ||
| if toCompLine == actual_line: | ||
| all_ranks.append(countRank) | ||
| actual_line = -1 | ||
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| else: | ||
| if actual_line != -1: | ||
| all_ranks.append(0) | ||
| actual_line = -1 | ||
| countRank = 1 | ||
| for line in ref_lines: | ||
| if line[0] == sfid and line[1] == meid: | ||
| # Files matched | ||
| actual_line = line[2] | ||
| break | ||
| #print count | ||
| assert actual_line != -1 | ||
| beforeS = sfid | ||
| beforeM = meid | ||
| toCompLineD = row[5] | ||
| if toCompLineD == actual_line: | ||
| all_ranks.append(countRank) | ||
| actual_line = -1 | ||
| #print row | ||
| #print actual_line | ||
| #print all_ranks | ||
| mean_ranks = [] | ||
| for score in all_ranks: | ||
| if score == 0: | ||
| mean_ranks.append(0) | ||
| else: | ||
| mean_ranks.append(1/score) | ||
| print mean_ranks | ||
| print "Finished" | ||
| sumTot = 0 | ||
| for sc in mean_ranks: | ||
| sumTot += sc | ||
| print len(mean_ranks) | ||
| print sumTot/len(mean_ranks) | ||
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| #ax1 = plt.plot(nrows=1, ncols=1, figsize=(4, 4), sharey=True) | ||
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| #ax1.set_title('Default violin plot') | ||
| #ax1.set_ylabel('Observed values') | ||
| plt.violinplot(mean_ranks) | ||
| #plt.subplots_adjust(bottom=0.15, wspace=0.05) | ||
| plt.show() | ||
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| if __name__ == '__main__': | ||
| file_name = sys.argv[1] | ||
| create_plot(file_name) |
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