Python实现一个Git日志统计分析的小工具

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我是靠谱客的博主眼睛大花瓣，最近开发中收集的这篇文章主要介绍Python实现一个Git日志统计分析的小工具，觉得挺不错的，现在分享给大家，希望可以做个参考。

概述

前言

本文介绍的是利用Python实现的一个小工具，用于分析Git commit log，获得Git Project每个成员的简单行为数据。

Warning：代码量不能代表程序员能力水平！

启动参数

共5个。

Repo地址
Commit 起始日期
Commit 结束日期
Git仓库子目录
统计分析结果CSV文件目标路径

exec_git

Git Log命令：

git -C {} log --since={} --until={} --pretty=tformat:%ae --shortstat --no-merges -- {} > {}

填入参数，调用系统命令'os.system()'，输出结果至本地临时文件。读取至内存，简单的String Array。

parse

Git Log输出有3种格式，对应3种正则表达式。

REPATTERN_FULL = r"\s(\d+)\D+(\d+)\D+(\d+)\D+\n"
REPATTERN_INSERT_ONLY = r"\s(\d+)\D+(\d+)\sinsertion\D+\n"
REPATTERN_DELETE_ONLY = r"\s(\d+)\D+(\d+)\sdeletion\D+\n"

遍历得到的数据，首先构造一个以Author为Key，分析结果为Value的字典。

分析结果构造一个元祖，包括：

Commit 次数
增加代码行数
删除代码行数
变更代码行数

save_csv

简单省略。

示例代码：

#!/usr/local/bin/python3
# -*- coding: utf-8 -*-
'''Analyse git branch commit log, for every version, every person.'''
import os
import sys
import re
import csv
GIT_LOG = r'git -C {} log --since={} --until={} --pretty=tformat:%ae --shortstat --no-merges -- {} > {}'
REPATTERN_FULL = r"\s(\d+)\D+(\d+)\D+(\d+)\D+\n"
REPATTERN_INSERT_ONLY = r"\s(\d+)\D+(\d+)\sinsertion\D+\n"
REPATTERN_DELETE_ONLY = r"\s(\d+)\D+(\d+)\sdeletion\D+\n"
CSV_FILE_HEADER = ["Author", "Commit", "Insert", "Delete", "Loc"]
def exec_git(repo, since, until, subdir):
 '''Execute git log commant, return string array.'''
 logfile = os.path.join(os.getcwd(), 'gitstats.txt')
 git_log_command = GIT_LOG.format(repo, since, until, subdir, logfile)
 os.system(git_log_command)
 lines = None
 with open(logfile, 'r', encoding='utf-8') as logfilehandler:
 lines = logfilehandler.readlines()
 return lines
def save_csv(stats, csvfile):
 '''save stats data to csv file.'''
 with open(csvfile, 'w', encoding='utf-8') as csvfilehandler:
 writer = csv.writer(csvfilehandler)
 writer.writerow(CSV_FILE_HEADER)
 for author, stat in stats.items():
  writer.writerow([author, stat[0], stat[1], stat[2], stat[3]])
def parse(lines):
 '''Analyse git log and sort to csv file.'''
 prog_full = re.compile(REPATTERN_FULL)
 prog_insert_only = re.compile(REPATTERN_INSERT_ONLY)
 prog_delete_only = re.compile(REPATTERN_DELETE_ONLY)
 stats = {}
 for i in range(0, len(lines), 3):
 author = lines[i]
 #empty = lines[i+1]
 info = lines[i+2]
 #change = 0
 insert, delete = int(0), int(0)
 result = prog_full.search(info)
 if result:
  #change = result[0]
  insert = int(result.group(2))
  delete = int(result.group(3))
 else:
  result = prog_insert_only.search(info)
  if result:
  #change = result[0]
  insert = int(result.group(2))
  delete = int(0)
  else:
  result = prog_delete_only.search(info)
  if result:
   #change = result[0]
   insert = int(0)
   delete = int(result.group(2))
  else:
   print('Regular expression fail!')
   return
 loc = insert - delete
 stat = stats.get(author)
 if stat is None:
  stats[author] = [1, insert, delete, loc]
 else:
  stat[0] += 1
  stat[1] += insert
  stat[2] += delete
  stat[3] += loc
 return stats
if __name__ == "__main__":
 print('gitstats begin')
 if len(sys.argv) != 6:
 print('Invalid argv parameters.')
 exit(0)
 REPO = os.path.join(os.getcwd(), sys.argv[1])
 SINCE = sys.argv[2]
 UNTIL = sys.argv[3]
 SUB_DIR = sys.argv[4]
 CSV_FILE = os.path.join(os.getcwd(), sys.argv[5])
 LINES = exec_git(REPO, SINCE, UNTIL, SUB_DIR)
 assert LINES is not None
 STATS = parse(LINES)
 save_csv(STATS, CSV_FILE)
 print('gitstats done')

总结

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