File: pickle_stresstest.py

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python-pyahocorasick 1.4.1-2
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import sys
import os
import random
import gzip
import pickle
import optparse
import time

import ahocorasick

from optparse import OptionParser


def main():
    options = parse_args()
    app = TestApplication(options)
    app.run()


chars = 'abcdefghijklmnopqestuvwxyzABCDEFGHIJKLMNOPQESTUVWXYZ0123456789.,;:-'

class TestApplication(object):
    def __init__(self, options):
        self.options = options
        self.words   = set()

        random.seed(options.seed)


    def run(self):
        self.A = ahocorasick.Automaton()

        if self.options.compare and (not self.options.pickle and not self.options.save):
            self.generate_words()

        if self.options.pickle or self.options.save:
            self.add_words()

        if self.options.pickle:
            t1 = time.time()
            self.pickle()
            t2 = time.time()
            print("   time: %0.2fs" % (t2 - t1))
            self.A.clear()

        if self.options.save:
            t1 = time.time()
            self.save()
            t2 = time.time()
            print("   time: %0.2fs" % (t2 - t1))
            self.A.clear()

        if self.options.unpickle:
            t1 = time.time()
            self.unpickle()
            t2 = time.time()
            print("   time: %0.2fs" % (t2 - t1))

        if self.options.load:
            t1 = time.time()
            self.load()
            t2 = time.time()
            print("   time: %0.2fs" % (t2 - t1))

        if self.options.compare:
            self.compare()


    def add_words(self):
        if self.options.random:
            self.__add_random_words()
        else:
            self.__add_from_file()

        print("Automaton statistics:")
        d = self.A.get_stats()
        print("- nodes_count  : %d" % d['nodes_count'])
        print("- words_count  : %d" % d['words_count'])
        print("- links_count  : %d" % d['links_count'])
        print("- longest_word : %d" % d['longest_word'])
        print("- sizeof_node  : %d" % d['sizeof_node'])
        print("- total_size   : %d" % d['total_size'])


    def __add_random_words(self):
        n = self.options.words

        print("Adding %d words" % n)
        while n > 0:
            word = self.generate_random_word()
            if self.options.compare:
                self.words.add(word)

            if self.A.add_word(word, True):
                n -= 1


    def __add_from_file(self):
        n = self.options.words

        print("Adding %d words from %s" % (n, self.options.file_gz))
        for i, word in enumerate(self.read()):
            if i > n:
                return

            if self.options.compare:
                self.words.add(word)

            self.A.add_word(word, True)


    def generate_words(self):
        if self.options.random:
            self.__generate_random_words()
        else:
            self.__load_words()


    def __generate_random_words(self):
        n = self.options.words

        print("Generating %d words" % n)
        while len(self.words) < n:
            word = self.generate_random_word()
            self.words.add(word)


    def __load_words(self):
        n = self.options.words
        print ("Loading %d words from %s" % (n, self.options.file_gz))
        for i, word in enumerate(self.read()):
            if i < n:
                self.words.add(word)
            else:
                return


    def read(self):
        with gzip.open(self.options.file_gz, "rt", encoding="utf-8") as f:
            for line in f:
                yield line.strip()


    def pickle(self):
        path = self.options.picklepath

        print("Pickling automaton in %s" % path)

        with open(path, 'wb') as f:
            pickle.dump(self.A, f)

        size = os.path.getsize(path)
        print("   file size is %s" % format_size(size))


    def unpickle(self):
        path = self.options.picklepath

        print("Unpickling automaton from %s" % path)
        with open(path, 'rb') as f:
            self.A = pickle.load(f)


    def save(self):
        path = self.options.picklepath

        print("Saving automaton in %s" % path)

        self.A.save(path, pickle.dumps);

        size = os.path.getsize(path)
        print("   file size is %s" % format_size(size))


    def load(self):
        path = self.options.picklepath

        print("Loading automaton from %s" % path)

        self.A = ahocorasick.load(path, pickle.loads)


    def compare(self):
        print("Comparing added words with restored automaton")

        for word in self.A:
            self.words.remove(word)

        if self.words:
            print("Not all words were restored (%d missing)" % len(self.words))


    def generate_random_word(self):
        n = random.randint(1, self.options.maxlength + 1)
        s = ''
        for i in range(n):
            s += random.choice(chars)

        return s


def format_size(size):
    units = [
        ('GB', 1024**3),
        ('MB', 1024**2),
        ('kB', 1024),
    ]

    for suffix, threshold in units:
        if size > threshold:
            return '%0.2f %s (%d bytes)' % (float(size)/threshold, suffix, size)

    return '%d bytes' % size


def parse_args():

    parser = OptionParser()
    parser.add_option(
        "--pickle-path", dest='picklepath', default='pickle_stresstest.pickle',
        help="path used in pickling/unpickling"
    )

    parser.add_option(
        "-p", "--pickle", dest='pickle', action='store_true', default=False,
        help="perform pickle operation on generated/loaded words"
    )

    parser.add_option(
        "-u", "--unpickle", dest='unpickle', action='store_true', default=False,
        help="perform unpickle operation on previously pickled data"
    )

    parser.add_option(
        "-s", "--save", dest='save', action='store_true', default=False,
        help="perform save operation on generated/loaded words"
    )

    parser.add_option(
        "-l", "--load", dest='load', action='store_true', default=False,
        help="perform load operation on previously saved data"
    )


    parser.add_option(
        "-c", "--compare", action='store_true', default=False,
        help="compare generated/loaded words with unpickled data"
    )

    parser.add_option(
        "--max-words", dest='words', type=int, default=50000, metavar='N',
        help="maximum number of words generated/loaded"
    )

    parser.add_option(
        "--random", dest='random', action='store_true', default=False,
        help="generate random words"
    )

    parser.add_option(
        "--seed", dest='seed', type=int, default=0, metavar='INT',
        help="random seed"
    )

    parser.add_option(
        "--random-max-len", dest='maxlength', type=int, default=100, metavar='K',
        help="maximum count of characters in a word"
    )

    parser.add_option(
        "--file-gz", metavar='FILE',
        help="load words from utf8-encoded gz file"
    )

    (options, rest) = parser.parse_args()

    if not (options.file_gz or options.random):
        raise parser.error("pass --random or --file-gz option")

    if (options.pickle or options.unpickle) and (options.save or options.load):
        raise parser.error("use separately --pickle/--unpickle and --save/--load")

    return options


if __name__ == '__main__':
    main()