File: benchmark_tokenizer.py

package info (click to toggle)
python-dendropy 4.2.0%2Bdfsg-1
  • links: PTS, VCS
  • area: main
  • in suites: stretch
  • size: 68,392 kB
  • ctags: 3,947
  • sloc: python: 41,840; xml: 1,400; makefile: 15
file content (144 lines) | stat: -rw-r--r-- 4,850 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
#! /usr/bin/env python

##############################################################################
##  DendroPy Phylogenetic Computing Library.
##
##  Copyright 2010-2015 Jeet Sukumaran and Mark T. Holder.
##  All rights reserved.
##
##  See "LICENSE.rst" for terms and conditions of usage.
##
##  If you use this work or any portion thereof in published work,
##  please cite it as:
##
##     Sukumaran, J. and M. T. Holder. 2010. DendroPy: a Python library
##     for phylogenetic computing. Bioinformatics 26: 1569-1571.
##
##############################################################################

"""
Benchmarking (raw) NEXUS tokenizer performance.
"""

import sys
import os
import timeit
import argparse

from dendropy.utility import messaging
from dendropy.test.support import pathmap

from dendropy.dataio import nexusprocessing

TREE_FILENAMES = [
    "APG_Angiosperms.nexus",
    "APG_Angiosperms.newick",
    "GEBA.tree.nexus",
    "GEBA.tree.newick",
    "feb032009.trees.nexus",
    "feb032009.trees.newick",
    "Bininda-emonds_2007_mammals.nexus",
    "Bininda-emonds_2007_mammals.newick",
    "Jetz_et_al_2012_Aves.sample.tree.nexus",
    "Jetz_et_al_2012_Aves.sample.tree.newick",
    "Smith_2001_angiosperms.nexus",
    "Smith_2001_angiosperms.newick",
        ]
CHAR_FILENAMES = [
    "actinopterygii.chars.nexus",
    "angiosperms.chars.nexus",
        ]

def tokenizing_fn_factory(src_paths, verbose=False):
    def f():
        for src_path in src_paths:
            if verbose:
                sys.stderr.write("  .. {}\n".format(src_path))
            src = open(src_path, "rU")
            nt = nexusprocessing.NexusTokenizer(src)
            for token in nt:
                pass
    return f

def main():
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument("-f", "--target-file",
            type=str,
            dest="target_files",
            default=[],
            action="append",
            help="Path to file to be tokenized; option may be specified multiple times for multiple files.")
    parser.add_argument("-t", "--target-type",
            type=str,
            dest="target_types",
            default=[],
            choices=["trees", "chars", "all"],
            action="append",
            help="Input data file types (default='all' if '-f'/'--file' argument not given); option may be specified multiple times.")
    parser.add_argument("-r", "--repeat",
            type=int,
            default=10,
            help="Repeat each tokenization this number of times (default=%(default)s).")
    parser.add_argument("--delimited-output",
            action="store_true",
            default=False,
            help="Output in tab-delimited instead of aligned format")
    args = parser.parse_args()

    messenger = messaging.ConsoleMessenger(name="-benchmark")

    src_descs = []
    src_paths = []
    results = []

    if args.target_files:
        for f in args.target_files:
            ff = os.path.expanduser(os.path.expandvars(f))
            src_paths.append(ff)
            src_descs.append( ("User", f) )

    if not args.target_types and not args.target_files:
        messenger.info("No sources specified: adding default benchmark target set")
        args.target_types = ["all"]

    if "all" in args.target_types or "trees" in args.target_types:
        for f in TREE_FILENAMES:
            ff = pathmap.tree_source_path(f)
            src_paths.append(ff)
            src_descs.append( ("Trees", f) )

    if "all" in args.target_types or "chars" in args.target_types:
        for f in CHAR_FILENAMES:
            ff = pathmap.char_source_path(f)
            src_paths.append(ff)
            src_descs.append( ("Alignment", f) )

    for src_path, src_desc in zip(src_paths, src_descs):
        messenger.info("Processing: '{}'".format(src_desc[1]))
        t = timeit.Timer(tokenizing_fn_factory([src_path]))
        result = min(t.repeat(args.repeat, 1))
        messenger.info("Best time (of {} repetions): {:.10f} seconds".format(args.repeat, result))
        results.append(result)

    messenger.info("Benchmarking complete: all files processed")

    if args.delimited_output:
        result_template = "{}\t{}\t{:.10f}\n"
        header_template = "{}\t{}\t{}\n"
    else:
        max_len1 = max(len(r[0]) for r in src_descs)
        max_len2 = max(len(r[1]) for r in src_descs)
        col1 = "{{:{}}}".format(max_len1)
        col2 = "{{:{}}}".format(max_len2)
        result_template = "[" + col1 + "]  " + col2 + "  {:.10f}\n"
        header_template = col1 + "    " + col2 + "  {}\n"
    sys.stdout.write(header_template.format("Type", "File", "Seconds"))
    for result, src_desc in zip(results, src_descs):
        sys.stdout.write(result_template.format(src_desc[0], src_desc[1], result))

if __name__ == "__main__":
    main()