def example():
"""example of how you can use the functions in this file"""
trialxmlpath = "../workspace/cluebotng/editsets/D/trial.xml"
trainingset = trial_file_reader.parse_trial_file(trialxmlpath)
exampleset = trainingset[0:10]
examplefeature = user_talk_revision_count #user feature defined above
x = join_edits_with_feature_on_user(examplefeature, exampleset)
dump_to_csv(x, "examplefeature.csv")
def editid_to_featurevalues(feature_function, trialxmlpath = "../workspace/cluebotng/editsets/D/trial.xml"):
"""use this to get a new feature for the dataset stored into a file"""
print 'reading training set from ' + trialxmlpath
exampleset = trial_file_reader.parse_trial_file(trialxmlpath)
print 'done reading training set'
x = join_editid_with_feature(feature_function, exampleset)
filename = feature_function.__name__ + '.dat'
dump_to_csv(x, filename)
def feature_to_text(feature_function, number_of_examples=10, trialxmlpath = "../workspace/cluebotng/editsets/D/trial.xml"):
"""use this to get a new feature for the dataset stored into a file"""
print 'reading training set from ' + trialxmlpath
trainingset = trial_file_reader.parse_trial_file(trialxmlpath)
print 'done reading training set'
if number_of_examples <= 0:
exampleset = trainingset[:]
else:
exampleset = trainingset[0:number_of_examples]
x = join_edits_with_feature_on_user(feature_function, exampleset)
filename = feature_function.__name__ + '.csv'
dump_to_csv(x, filename)