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compare_strings.py : Add --gmean flag
To calculate geometric mean for string benchmark results. Signed-off-by: Nisha Poyarekar <nisha.s.menon@gmail.com>
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@ -21,6 +21,7 @@ Given a string benchmark result file, print a table with comparisons with a
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baseline. The baseline is the first function, which typically is the builtin
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function.
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"""
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import math
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import matplotlib as mpl
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mpl.use('Agg')
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@ -83,7 +84,8 @@ def draw_graph(f, v, ifuncs, results):
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pylab.savefig('%s-%s.png' % (f, v), bbox_inches='tight')
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def process_results(results, attrs, funcs, base_func, graph, no_diff, no_header):
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def process_results(results, attrs, funcs, base_func, graph, no_diff,
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no_header, gmean):
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""" Process results and print them
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Args:
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@ -132,6 +134,8 @@ def process_results(results, attrs, funcs, base_func, graph, no_diff, no_header)
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print("%36s%s" % (' ', '\t'.join(ifuncs)))
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print("=" * 120)
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mean_row = [0 for i in range(len(ifuncs))]
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total=0
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graph_res = {}
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for res in results['functions'][f]['results']:
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try:
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@ -144,8 +148,11 @@ def process_results(results, attrs, funcs, base_func, graph, no_diff, no_header)
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key = ', '.join(attr_list)
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sys.stdout.write('%36s: ' % key)
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graph_res[key] = res['timings']
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for t in res['timings']:
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if selected[i]:
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if gmean:
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mean_row[i] = mean_row[i]+math.log(t)
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sys.stdout.write ('%12.2f' % t)
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if not no_diff:
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if i != base_index:
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@ -159,6 +166,12 @@ def process_results(results, attrs, funcs, base_func, graph, no_diff, no_header)
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if graph:
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draw_graph(f, v, results['functions'][f]['ifuncs'], graph_res)
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if gmean:
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print("=" * 120)
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total = len(results['functions'][f]['results'])
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sys.stdout.write ('Geo-mean (for %s inputs)'%total)
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for m in mean_row:
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sys.stdout.write ('%12.2f' % (math.exp(m/total)))
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def main(args):
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"""Program Entry Point
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@ -180,7 +193,8 @@ def main(args):
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funcs = None
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results = parse_file(args.input, args.schema)
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process_results(results, attrs, funcs, base_func, args.graph, args.no_diff, args.no_header)
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process_results(results, attrs, funcs, base_func, args.graph, args.no_diff,
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args.no_header, args.gmean)
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return os.EX_OK
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@ -207,6 +221,8 @@ if __name__ == '__main__':
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help='Do not print the difference from baseline.')
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parser.add_argument('--no-header', action='store_true',
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help='Do not print the header.')
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parser.add_argument('--gmean', action='store_true',
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help='Print the geometric mean at the end of the output.')
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args = parser.parse_args()
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sys.exit(main(args))
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