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https://github.com/EvanLi/Github-Ranking.git
synced 2026-11-04 15:00:06 +00:00
feat: use Github GraphQL API v4 to get data
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+24
-1
@@ -28,4 +28,27 @@ def get_api_repos(API_URL):
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raise ValueError('Can not retrieve from {}'.format(api))
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repos_dict = json.loads(r.content)
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repos = repos_dict['items']
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return repos
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return repos
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def get_graphql_data(GQL):
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'''
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use graphql to get data
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'''
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access_token = get_access_token()
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headers = {
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'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.113 Safari/537.36',
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'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9',
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'Accept-Language': 'zh-CN,zh;q=0.9',
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'Authorization': 'bearer {}'.format(access_token),
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}
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s = requests.session()
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s.keep_alive = False # don't keep the session
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graphql_api = "https://api.github.com/graphql"
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time.sleep(5) # not get so fast
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# requests.packages.urllib3.disable_warnings() # disable InsecureRequestWarning of verify=False,
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r = requests.post(url = graphql_api, json={"query": GQL}, headers=headers)
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if r.status_code != 200:
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raise ValueError('Can not retrieve from {}'.format(GQL))
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return r.json()
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+143
-1
@@ -2,7 +2,7 @@
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from datetime import datetime
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import os
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import pandas as pd
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from common import get_api_repos
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from common import get_api_repos, get_graphql_data
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from writefile import write_text, write_head_contents, write_ranking_repo
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class Processor(object):
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@@ -79,6 +79,148 @@ class Processor(object):
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repos_list.append(repo_info)
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return pd.DataFrame(repos_list,columns = self.col)
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def save_to_csv(self):
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# save top100 repos info to csv file in Data/github-ranking-year-month-day.md
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df_all = pd.DataFrame(columns=self.col)
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df_repos_stars = self.repo_to_df(self.repos_stars,'top-100-stars')
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df_repos_forks = self.repo_to_df(self.repos_forks,'top-100-forks')
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df_all = df_all.append(df_repos_stars,ignore_index = True)
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df_all = df_all.append(df_repos_forks,ignore_index = True)
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for lang in self.repos_languages.keys():
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df_repos_lang = self.repo_to_df(self.repos_languages[lang],lang)
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df_all = df_all.append(df_repos_lang,ignore_index = True)
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save_date = datetime.utcnow().strftime("%Y-%m-%d")
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os.makedirs('../Data',exist_ok=True)
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df_all.to_csv('../Data/github-ranking-'+save_date+'.csv',index=False,encoding='utf-8')
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print('Save data to Data/github-ranking-'+save_date+'.csv')
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class ProcessorGQL(object):
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def __init__(self):
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# self.languages = ["ActionScript","C","CSharp","CPP"] # For test
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# self.languages_md = ["ActionScript","C","C\#","CPP"] # For test
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self.languages = ["ActionScript","C","CSharp","CPP","Clojure","CoffeeScript","CSS","Go",
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"Haskell","HTML","Java","JavaScript","Lua","MATLAB","Objective-C","Perl",
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"PHP","Python","R","Ruby","Scala","Shell","Swift","TeX","Vim-script"]
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self.languages_md = ["ActionScript","C","C\#","C\+\+","Clojure","CoffeeScript","CSS","Go",
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"Haskell","HTML","Java","JavaScript","Lua","MATLAB","Objective\-C","Perl",
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"PHP","Python","R","Ruby","Scala","Shell","Swift","TeX","Vim script"]
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# use graphql to get data, limit 5000 points per hour
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# check rate_limit with :
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# curl -H "Authorization: bearer your-access-token" -X POST -d "{\"query\": \"{ rateLimit { limit cost remaining resetAt used }}\" }" https://api.github.com/graphql
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self.gql_format = """query{
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search(query: "%s", type: REPOSITORY, first: 100) {
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edges {
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node {
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...on Repository {
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id
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name
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url
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forkCount
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stargazers {
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totalCount
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}
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owner {
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login
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}
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issues(states: OPEN) {
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totalCount
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}
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description
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pushedAt
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primaryLanguage {
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name
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}
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}
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}
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}
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}
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}
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"""
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self.gql_stars = self.gql_format % ("stars:>1000 sort:stars")
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self.gql_forks = self.gql_format % ("forks:>1000 sort:forks")
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self.gql_stars_lang = self.gql_format % ("language:%s stars:>0 sort:stars")
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self.col = ['rank','item','repo_name','stars','forks','language','repo_url','username','issues','last_commit','description']
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self.repos_stars, self.repos_forks, self.repos_languages = self.get_all_repos()
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def parse_gql_result(self,result):
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res = []
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for repo in result["data"]["search"]["edges"]:
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repo_data = repo['node']
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res.append({
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'name': repo_data['name'],
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'stargazers_count': repo_data['stargazers']['totalCount'],
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'forks_count': repo_data['forkCount'],
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'language': repo_data['primaryLanguage']['name'] if repo_data['primaryLanguage'] is not None else None,
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'html_url': repo_data['url'],
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'owner': {
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'login': repo_data['owner']['login'],
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},
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'open_issues_count': repo_data['issues']['totalCount'],
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'pushed_at': repo_data['pushedAt'],
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'description': repo_data['description'],
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})
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return res
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def get_all_repos(self):
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# get all repos of most stars and forks, and different languages
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print("Get repos of most stars...")
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repos_stars_gql = get_graphql_data(self.gql_stars)
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repos_stars = self.parse_gql_result(repos_stars_gql)
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print("Get repos of most forks...")
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repos_forks_gql = get_graphql_data(self.gql_forks)
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repos_forks = self.parse_gql_result(repos_forks_gql)
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repos_languages = {}
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for lang in self.languages:
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print("Get most stars repos of {}...".format(lang))
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repos_languages[lang] = self.parse_gql_result(
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get_graphql_data(self.gql_stars_lang % (lang))
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)
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return repos_stars, repos_forks, repos_languages
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def write_head_contents(self):
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write_head_contents('../README.md')
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def write_readme_lang_md(self):
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# Most stars save
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write_text('../README.md','a','\n## Most Stars\n\nThis is top 10 list, for more click **[Github Top 100 Stars](Top100/Top-100-stars.md)**\n\n')
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write_ranking_repo('../README.md','a',self.repos_stars[0:10])
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print("Save most stars in README.md!")
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os.makedirs('../Top100',exist_ok=True)
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write_text('../Top100/Top-100-stars.md','w','[Github Ranking](../README.md)\n==========\n\n## Github Top 100 Stars\n\n')
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write_ranking_repo('../Top100/Top-100-stars.md','a',self.repos_stars)
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print("Save most stars in Top100/Top-100-stars.md!\n")
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# Most forks save
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write_text("../README.md",'a',"## Most Forks\n\nThis is top 10 list, for more click **[Github Top 100 Forks](Top100/Top-100-forks.md)**\n\n")
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write_ranking_repo('../README.md','a',self.repos_forks[0:10])
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print("Save most forks in README.md!")
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write_text('../Top100/Top-100-forks.md','w','[Github Ranking](../README.md)\n==========\n\n## Github Top 100 Forks\n\n')
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write_ranking_repo('../Top100/Top-100-forks.md','a',self.repos_forks)
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print("Save most forks in Top100/Top-100-forks.md!\n")
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# Most stars in language save
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for i in range(len(self.languages)):
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lang = self.languages[i]
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write_text('../README.md','a',"## {}\n\nThis is top 10 list, for more click **[Top 100 Stars in {}](Top100/{}.md)**\n\n".format(self.languages_md[i],self.languages_md[i],lang))
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write_ranking_repo('../README.md','a',self.repos_languages[lang][0:10])
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print("Save most stars of {} in README.md!".format(lang))
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write_text('../Top100/'+lang+'.md','w',"[Github Ranking](../README.md)\n==========\n\n## Top 100 Stars in {}\n\n".format(self.languages_md[i]))
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write_ranking_repo('../Top100/'+lang+'.md','a',self.repos_languages[lang])
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print("Save most stars of {} in Top100/{}.md!\n".format(lang,lang))
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def repo_to_df(self,repos,item):
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# prepare for saving data to csv file
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repos_list = []
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for idx, repo in enumerate(repos):
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repo_info = [idx + 1,item,repo['name'],repo['stargazers_count'],repo['forks_count'],repo['language'],repo['html_url'],repo['owner']['login'],repo['open_issues_count'],repo['pushed_at'],repo['description']]
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repos_list.append(repo_info)
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return pd.DataFrame(repos_list,columns = self.col)
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def save_to_csv(self):
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# save top100 repos info to csv file in Data/github-ranking-year-month-day.md
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df_all = pd.DataFrame(columns=self.col)
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+3
-2
@@ -1,7 +1,7 @@
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# -*- coding: utf-8 -*-
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from datetime import datetime
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import os
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from process import Processor
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from process import Processor,ProcessorGQL
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if __name__=="__main__":
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t1 = datetime.now()
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@@ -9,7 +9,8 @@ if __name__=="__main__":
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ROOT_PATH = os.path.abspath(os.path.join(__file__,"../../"))
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os.chdir(os.path.join(ROOT_PATH,'source'))
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processor = Processor()
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# processor = Processor() # use Github REST API v3
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processor = ProcessorGQL() # use Github GraphQL API v4
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print("Write head and contents of README.md!")
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processor.write_head_contents()
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print("write to readme and languages.md")
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