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vio/svo_analysis/scripts/evaluate.py
T

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1.4 KiB
Python
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#!/usr/bin/python
"""
Created on Sat Aug 10 18:21:47 2013
@author: Christian Forster
"""
import os
import csv
import numpy as np
import rospkg
import argparse
import svo_analysis.analyse_logs as analyse_logs
import svo_analysis.analyse_timing as analyse_timing
import svo_analysis.analyse_trajectory as analyse_trajectory
def evaluate_dataset(trace_dir):
# read tracefile
data = csv.reader(open(os.path.join(trace_dir, 'trace.csv')))
fields = data.next()
D = dict()
for field in fields:
D[field] = list()
# fill dictionary with column values
for row in data:
for (field, value) in zip(fields, row):
D[field].append(float(value))
# change dictionary values from list to numpy array for easier manipulation
for field, value in D.items():
D[field] = np.array(D[field])
# generate plots
analyse_logs.analyse_logs(D, trace_dir)
analyse_timing.analyse_timing(D, trace_dir)
analyse_trajectory.analyse_trajectory(trace_dir)
if __name__=="__main__":
parser = argparse.ArgumentParser(description='''
Evaluates tracefiles of SVO and generates the plots.
''')
parser.add_argument('experiment_name', help='directory name of the tracefiles')
args = parser.parse_args()
trace_dir = os.path.join(rospkg.RosPack().get_path('svo_analysis'),
'results',
args.experiment_name)
evaluate_dataset(trace_dir)