Add tokenizer.py

Tokenizer.
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retoor 2025-01-05 14:57:33 +00:00
parent 53b99f18fc
commit 03fa14a1c7

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tokenizer.py Normal file
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# I saved this script as gist because I wrote it a lot of times.
# It has support for remembering line numbers and so on what is not used.
# It was originally written in C by me and ported to Python.
# The original application did use these features.
# Written by retoor@molodetz.nl
# This script processes text files to identify words, their positions, and their frequency of occurrence. It uses command-line arguments to query or display popular words and stores results in a SQLite database.
# Imports:
# - argparse: For handling command-line arguments
# - sqlite3: A library to control and manage SQLite databases
# - pathlib: To work with filesystem paths in an object-oriented way
# MIT License:
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
import argparse
import sqlite3
import pathlib
parser = argparse.ArgumentParser()
parser.add_argument('--find', type=str, required=False, default="")
parser.add_argument('--index', action='store_true')
parser.add_argument('--popular', action='store_true')
args = parser.parse_args()
def is_valid_char(c):
return c.isalnum() or c == '_'
def process_file(file_path):
word = []
word_start = -1
word_end = 0
word_line = 0
word_alinia = 0
word_length = 0
new_line_count = 0
pos = 0
line = 1
alinia = 1
words = {}
with open(file_path, 'r') as f:
while True:
c = f.read(1)
if not c:
break
pos += 1
valid = True
if c == '.':
line += 1
valid = False
if c == '\n':
new_line_count += 1
valid = False
if not is_valid_char(c):
valid = False
if not valid:
if word_start > -1:
word_end = pos - 1
word_length = word_end - word_start
word_str = ''.join(word)
print(f"{word_str} {word_start} {word_end} {word_length} {word_line} {word_alinia} {alinia}")
if word_str not in words:
words[word_str] = 0
words[word_str] += 1
word_start = -1
word = []
continue
if new_line_count >= 2:
new_line_count = 0
alinia += 1
word.append(c)
if word_start == -1:
word_start = pos
word_line = line
word_alinia = alinia
return words
class WordDb:
def __init__(self, path):
self.path = path
self.conn = sqlite3.connect(path)
self.cursor = self.conn.cursor()
self.conn.commit()
self.words = {}
def reset(self):
self.words = {}
self.cursor.execute("DROP TABLE IF EXISTS words")
self.cursor.execute("""
CREATE TABLE words (
word TEXT NOT NULL,
count INTEGER NOT NULL
)
""")
self.conn.commit()
def insert(self, word, count):
if word not in self.words:
self.words[word] = count
self.cursor.execute("INSERT INTO words (word, count) VALUES (?, ?)", (word, count))
else:
self.words[word] += count
self.cursor.execute("UPDATE words SET count = ? WHERE word = ?", (self.words[word], word))
def commit(self):
self.conn.commit()
def total_count(self):
self.cursor.execute("SELECT SUM(count) FROM words")
return self.cursor.fetchone()[0]
def get(self, word):
self.cursor.execute("SELECT count FROM words WHERE word = ?", (word,))
return self.cursor.fetchone()[0]
def most_popular(self, count):
self.cursor.execute("SELECT word, count FROM words ORDER BY count DESC LIMIT ?", (count,))
return list(self.cursor.fetchall())
def __del__(self):
self.commit()
self.conn.close()
print("Database closed")
db = WordDb("tags.db")
def index():
words = {}
for f in pathlib.Path("logs_plain").iterdir():
for key, value in process_file(f).items():
db.insert(key, value)
from pprint import pprint as pp
pp(db.most_popular(100))
db.commit()
print(len(words.keys()))
if args.find:
print(db.get(args.find))
if args.popular:
for item in db.most_popular(300):
print(item)
print(db.total_count())
if args.index:
db.reset()
index()