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Merge pull request 'first commit' (#1) from first_commit into master 

Reviewed-on: https://git.trustie.net/zhangyu19/OSS_model_analyze/pulls/1
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zhangyu19 2021-04-15 22:37:04 +08:00
parent f084e998b5 74c4e348fb
commit 5be98e64cc
11 changed files with 20139 additions and 0 deletions
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import jsonlines
import numpy as np
import matplotlib.pyplot as plt
import math
def auto_label(current_bar):
inf = float('-inf')
for i in range(0,len(current_bar)):
height = current_bar[i].get_height()
if height == inf :
continue
plt.text(current_bar[i].get_x()+current_bar[i].get_width()/2.-0.6, height, '%s' % int(pow(10,height)),color = "b",size=7, rotation=10)
with open("./search_result.txt",'r') as f:
reader = jsonlines.Reader(f)
star_num, fork_num = np.zeros(100), np.zeros(100)
# star_num, fork_num = {}, {}
for item in reader:
star_num[item['stars']] += 1
fork_num[item['forks']] += 1
for i in range(1,len(star_num)+1):
if star_num[-i] != 0:
print(100-i)
x = np.arange(0,100,1)
a = plt.bar(x, np.log10(star_num))
auto_label(a)
plt.xlabel("#stars")
plt.ylabel("#repository (log)")
plt.title("Distributions on stars of repositories forked from rails/rails")
plt.show()
for i in range(1,len(fork_num)+1):
if fork_num[-i] != 0:
print(100-i)
b = plt.bar(x, np.log10(fork_num))
auto_label(b)
plt.xlabel("#forks")
plt.ylabel("#repository (log)")
plt.title("Distributions on forks of repositories forked from rails/rails")
plt.show()

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# This is a sample Python script.
# Press Shift+F10 to execute it or replace it with your code.
# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.
def print_hi(name):
# Use a breakpoint in the code line below to debug your script.
print(f'Hi, {name}') # Press Ctrl+F8 to toggle the breakpoint.
# Press the green button in the gutter to run the script.
if __name__ == '__main__':
print_hi('PyCharm')
# See PyCharm help at https://www.jetbrains.com/help/pycharm/

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'''
connect hidden wifi: hahaha / fanfan123
ip:192.168.8.100
mysql: root / 11111111
'''
import pymysql
from tqdm import tqdm
import jsonlines
mysql_conn = pymysql.connect(host='192.168.8.100', port=3306, user='root', passwd='11111111', db='ghtorrent0619')
sql = "SELECT * FROM projects WHERE forked_from = 1334"
try:
with mysql_conn.cursor() as cursor:
cursor.execute(sql)
fork_repos = cursor.fetchall()
# print(select_result)
except Exception as e:
print(e)
sf_repo = []
for i in tqdm(range(0,len(fork_repos)-1)):
try:
with mysql_conn.cursor() as cursor:
repo_id = fork_repos[i][0]
cursor.execute("SELECT COUNT(*) FROM watchers WHERE repo_id=%s", repo_id)
stars = cursor.fetchone()
cursor.execute("SELECT COUNT(*) FROM projects WHERE forked_from=%s", repo_id)
forks = cursor.fetchone()
sf_repo.append({"repo_id": fork_repos[i][0], "repo_name": fork_repos[i][3], "stars": stars[0], "forks": forks[0]})
except Exception as e:
print(e)
with open("./search_result.txt",'w') as f:
writer = jsonlines.Writer(f)
writer.write_all(sf_repo)
writer.close()
mysql_conn.close()

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