Go-Frameworks-Github-Fork-Stats

In [1]:

!pip install pandas matplotlib

!pip install pandas matplotlib

WARNING: pip is being invoked by an old script wrapper. This will fail in a future version of pip.
Please see https://github.com/pypa/pip/issues/5599 for advice on fixing the underlying issue.
To avoid this problem you can invoke Python with '-m pip' instead of running pip directly.
Defaulting to user installation because normal site-packages is not writeable
Requirement already satisfied: pandas in /home/deploy/.local/lib/python3.6/site-packages (1.0.0)
Requirement already satisfied: matplotlib in /home/deploy/.local/lib/python3.6/site-packages (3.1.3)
Requirement already satisfied: python-dateutil>=2.6.1 in /home/deploy/.local/lib/python3.6/site-packages (from pandas) (2.8.1)
Requirement already satisfied: pytz>=2017.2 in /home/deploy/.local/lib/python3.6/site-packages (from pandas) (2019.3)
Requirement already satisfied: numpy>=1.13.3 in /home/deploy/.local/lib/python3.6/site-packages (from pandas) (1.18.1)
Requirement already satisfied: kiwisolver>=1.0.1 in /home/deploy/.local/lib/python3.6/site-packages (from matplotlib) (1.1.0)
Requirement already satisfied: cycler>=0.10 in /home/deploy/.local/lib/python3.6/site-packages (from matplotlib) (0.10.0)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /home/deploy/.local/lib/python3.6/site-packages (from matplotlib) (2.4.6)
Requirement already satisfied: six>=1.5 in /home/deploy/.local/lib/python3.6/site-packages (from python-dateutil>=2.6.1->pandas) (1.14.0)
Requirement already satisfied: setuptools in /home/deploy/.local/lib/python3.6/site-packages (from kiwisolver>=1.0.1->matplotlib) (45.1.0)

In [2]:

import requests
import pandas as pd

import requests import pandas as pd

In [3]:

# 统计go框架fork次数信息

frameworks = {
    "Gin":"gin-gonic/gin",
    "Beego": "astaxie/beego",
    "Iris": "kataras/iris",
    "Revel": "revel/revel",
    "Echo": "labstack/echo",
    "Buffalo": "gobuffalo/buffalo"
}


stats = {}
for name in frameworks.keys():
    url = "https://api.github.com/repos/" + frameworks[name]
    stats[name] = requests.get(url=url).json() # 获取仓库统计信息

indexs = []
forks = []
stars = []
watchs = []
openIssues = []

for name in stats:
    indexs += [name]
    forks += [stats[name]['forks_count']] # fork次数
    stars += [stats[name]['watchers_count']] # star次数
    watchs += [stats[name]['subscribers_count']] # watch次数
    openIssues += [stats[name]['open_issues_count']] # open_issue次数

df = pd.DataFrame({
    'forks':forks,
    'stars':stars,
    'watchs':watchs,
    'openIssues': openIssues
}, index = indexs)

df

# 统计go框架fork次数信息 frameworks = { "Gin":"gin-gonic/gin", "Beego": "astaxie/beego", "Iris": "kataras/iris", "Revel": "revel/revel", "Echo": "labstack/echo", "Buffalo": "gobuffalo/buffalo" } stats = {} for name in frameworks.keys(): url = "https://api.github.com/repos/" + frameworks[name] stats[name] = requests.get(url=url).json() # 获取仓库统计信息 indexs = [] forks = [] stars = [] watchs = [] openIssues = [] for name in stats: indexs += [name] forks += [stats[name]['forks_count']] # fork次数 stars += [stats[name]['watchers_count']] # star次数 watchs += [stats[name]['subscribers_count']] # watch次数 openIssues += [stats[name]['open_issues_count']] # open_issue次数 df = pd.DataFrame({ 'forks':forks, 'stars':stars, 'watchs':watchs, 'openIssues': openIssues }, index = indexs) df

Out[3]:

	forks	stars	watchs	openIssues
Gin	4074	35455	1212	242
Beego	4688	23243	1268	813
Iris	1942	17507	683	5
Revel	1357	11575	558	87
Echo	1508	16500	551	46
Buffalo	430	5372	171	70

In [4]:

df.plot(kind='bar', figsize=(15, 8))

df.plot(kind='bar', figsize=(15, 8))

Out[4]:

<matplotlib.axes._subplots.AxesSubplot at 0x7f6786d59240>