GitLit is a social network exclusively for Open-Source developers. It works by connecting enthusiastic developers to the most interesting and relevant projects to them and forming new communities of like-minded and passionate developers.
25 |
26 | {% endif %}
27 | {% endblock %}
--------------------------------------------------------------------------------
/portal/urls.py:
--------------------------------------------------------------------------------
1 | """portal URL Configuration
2 |
3 | The `urlpatterns` list routes URLs to views. For more information please see:
4 | https://docs.djangoproject.com/en/2.2/topics/http/urls/
5 | Examples:
6 | Function views
7 | 1. Add an import: from my_app import views
8 | 2. Add a URL to urlpatterns: path('', views.home, name='home')
9 | Class-based views
10 | 1. Add an import: from other_app.views import Home
11 | 2. Add a URL to urlpatterns: path('', Home.as_view(), name='home')
12 | Including another URLconf
13 | 1. Import the include() function: from django.urls import include, path
14 | 2. Add a URL to urlpatterns: path('blog/', include('blog.urls'))
15 | """
16 | from django.contrib import admin
17 | from django.urls import path, include
18 |
19 | urlpatterns = [
20 | path('admin/', admin.site.urls),
21 | path('',include('user.urls')),
22 | path('repo/', include('repo.urls')),
23 | path('accounts/', include('accounts.urls')),
24 | path('accounts/', include('django.contrib.auth.urls')),
25 | path('oauth/',include('social_django.urls'), name='social'),
26 | ]
27 |
--------------------------------------------------------------------------------
/repo/templates/repo/base.html:
--------------------------------------------------------------------------------
1 |
2 |
3 |
4 |
5 |
6 | {%load static%}
7 |
8 |
17 |
18 |
31 |
32 |
77 | {%endblock%}
78 |
--------------------------------------------------------------------------------
/algorithms/topics.txt:
--------------------------------------------------------------------------------
1 | 3d
2 | activitypub
3 | ai
4 | ajax
5 | algolia
6 | algorithm
7 | amphp
8 | android
9 | angular
10 | ansible
11 | antlr
12 | api
13 | arduino
14 | aspnet
15 | atom
16 | auth0
17 | awesome
18 | aws
19 | azure
20 | babel
21 | backbonejs
22 | bash
23 | basic8
24 | bitcoin
25 | blockchain
26 | bootstrap
27 | bot
28 | c
29 | chrome-extension
30 | chrome
31 | cli
32 | clojure
33 | cms
34 | code-quality
35 | code-review
36 | compiler
37 | composer
38 | computer-vision
39 | conan
40 | contentful
41 | continuous-integration
42 | cpp
43 | cryptocurrency
44 | crystal
45 | csharp
46 | css
47 | cwl
48 | d
49 | data-structures
50 | data-visualization
51 | database
52 | deep-learning
53 | dependency-management
54 | deployment
55 | discord
56 | django
57 | docker
58 | documentation
59 | dotnet
60 | duckduckgo
61 | electron
62 | elixir
63 | emacs
64 | ember
65 | emoji
66 | emulator
67 | es6
68 | eslint
69 | ethereum
70 | express
71 | f-droid
72 | fantasy-console
73 | firebase
74 | firefox-extension
75 | firefox
76 | first-tech-challenge
77 | flask
78 | font
79 | framework
80 | frontend
81 | game-engine
82 | game-off
83 | git
84 | github-api
85 | global-game-jam
86 | go
87 | godot
88 | google-cloud
89 | google
90 | gradle
91 | graphql
92 | gulp
93 | hacktoberfest
94 | haskell
95 | haxe
96 | homebrew
97 | homebridge
98 | html
99 | http
100 | icon-font
101 | image-processing
102 | ios
103 | ipfs
104 | java
105 | javascript
106 | jekyll
107 | jquery
108 | js13kgames
109 | json
110 | julia
111 | jupyter-notebook
112 | kerbal-space-program
113 | koa
114 | kotlin
115 | kubernetes
116 | laravel
117 | latex
118 | less
119 | library
120 | liko-12
121 | lineageos
122 | linux
123 | lisp
124 | localization
125 | lua
126 | ludum-dare
127 | luvit
128 | machine-learning
129 | macos
130 | mahapps
131 | markdown
132 | mastodon
133 | material-design
134 | matlab
135 | maven
136 | minecraft
137 | mobile
138 | monero
139 | mongodb
140 | mongoose
141 | monitoring
142 | mvvmcross
143 | mysql
144 | nativescript
145 | neo
146 | neural-network
147 | nim
148 | nlp
149 | nodejs
150 | nosql
151 | npm
152 | objective-c
153 | ocaml
154 | open-access
155 | opencv
156 | openfin
157 | opengl
158 | operating-system
159 | p2p
160 | package-manager
161 | parsing
162 | perl
163 | perl6
164 | pharo
165 | phaser
166 | php
167 | phpunit
168 | pico-8
169 | pixel-art
170 | pixel-vision-8
171 | postgresql
172 | privacy
173 | probot
174 | project-management
175 | publishing
176 | pwa
177 | python
178 | qt
179 | r
180 | rails
181 | raspberry-pi
182 | ratchet
183 | react-native
184 | react
185 | reactiveui
186 | reactphp
187 | redux
188 | reflex-frp
189 | rest-api
190 | ruby
191 | rust
192 | sass
193 | scala
194 | scikit-learn
195 | sdn
196 | security
197 | server
198 | serverless
199 | shell
200 | sitecore
201 | sketch
202 | spacevim
203 | spring-boot
204 | sql
205 | storybook
206 | sublime-text
207 | support
208 | swift
209 | symfony
210 | tailwind
211 | tbox
212 | telegram
213 | tensorflow
214 | terminal
215 | terraform
216 | testing
217 | thelounge
218 | threejs
219 | tic-80
220 | twitter
221 | typescript
222 | ubuntu
223 | unity
224 | unreal-engine
225 | uportal
226 | userscript
227 | vagrant
228 | vim
229 | virtual-reality
230 | visual-studio-code
231 | vue
232 | wagtail
233 | web-assembly
234 | web-components
235 | webapp
236 | webextension
237 | webpack
238 | windows
239 | wordplate
240 | wordpress
241 | xamarin
242 | xcode
243 | xmake
244 | xml
245 | yii
246 | zeit
247 |
--------------------------------------------------------------------------------
/portal/settings.py:
--------------------------------------------------------------------------------
1 | """
2 | Django settings for portal project.
3 |
4 | Generated by 'django-admin startproject' using Django 2.2.1.
5 |
6 | For more information on this file, see
7 | https://docs.djangoproject.com/en/2.2/topics/settings/
8 |
9 | For the full list of settings and their values, see
10 | https://docs.djangoproject.com/en/2.2/ref/settings/
11 | """
12 |
13 | import os
14 |
15 | # Build paths inside the project like this: os.path.join(BASE_DIR, ...)
16 | BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
17 |
18 |
19 | # Quick-start development settings - unsuitable for production
20 | # See https://docs.djangoproject.com/en/2.2/howto/deployment/checklist/
21 |
22 | # SECURITY WARNING: keep the secret key used in production secret!
23 | SECRET_KEY = '_^jj%08k3x(#tg#fqg9#64o041!gtz^x7dxxc=lx1^9!q@ac-s'
24 |
25 | # SECURITY WARNING: don't run with debug turned on in production!
26 | DEBUG = True
27 |
28 | ALLOWED_HOSTS = []
29 |
30 |
31 | # Application definition
32 |
33 | INSTALLED_APPS = [
34 | 'django.contrib.admin',
35 | 'django.contrib.auth',
36 | 'django.contrib.contenttypes',
37 | 'django.contrib.sessions',
38 | 'django.contrib.messages',
39 | 'django.contrib.staticfiles',
40 | 'user',
41 | 'algorithms',
42 | 'repo',
43 | 'social_django',
44 | 'accounts.apps.AccountsConfig'
45 | ]
46 |
47 | MIDDLEWARE = [
48 | 'django.middleware.security.SecurityMiddleware',
49 | 'django.contrib.sessions.middleware.SessionMiddleware',
50 | 'django.middleware.common.CommonMiddleware',
51 | 'django.middleware.csrf.CsrfViewMiddleware',
52 | 'django.contrib.auth.middleware.AuthenticationMiddleware',
53 | 'django.contrib.messages.middleware.MessageMiddleware',
54 | 'django.middleware.clickjacking.XFrameOptionsMiddleware',
55 | 'social_django.middleware.SocialAuthExceptionMiddleware',
56 | ]
57 |
58 | ROOT_URLCONF = 'portal.urls'
59 |
60 | TEMPLATES = [
61 | {
62 | 'BACKEND': 'django.template.backends.django.DjangoTemplates',
63 | 'DIRS': [os.path.join(BASE_DIR, 'templates')],
64 | 'APP_DIRS': True,
65 | 'OPTIONS': {
66 | 'context_processors': [
67 | 'django.template.context_processors.debug',
68 | 'django.template.context_processors.request',
69 | 'django.contrib.auth.context_processors.auth',
70 | 'django.contrib.messages.context_processors.messages',
71 | 'social_django.context_processors.backends',
72 | 'social_django.context_processors.login_redirect',
73 | ],
74 | },
75 | },
76 | ]
77 |
78 | WSGI_APPLICATION = 'portal.wsgi.application'
79 |
80 |
81 | # Database
82 | # https://docs.djangoproject.com/en/2.2/ref/settings/#databases
83 |
84 | DATABASES = {
85 | 'default': {
86 | 'ENGINE': 'django.db.backends.sqlite3',
87 | 'NAME': os.path.join(BASE_DIR, 'db.sqlite3'),
88 | }
89 | }
90 |
91 |
92 | # Password validation
93 | # https://docs.djangoproject.com/en/2.2/ref/settings/#auth-password-validators
94 |
95 | AUTH_PASSWORD_VALIDATORS = [
96 | {
97 | 'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
98 | },
99 | {
100 | 'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
101 | },
102 | {
103 | 'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
104 | },
105 | {
106 | 'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
107 | },
108 | ]
109 |
110 | AUTHENTICATION_BACKENDS = (
111 | 'social_core.backends.github.GithubOAuth2', # for Github authentication
112 |
113 | 'django.contrib.auth.backends.ModelBackend',
114 | )
115 | # Internationalization
116 | # https://docs.djangoproject.com/en/2.2/topics/i18n/
117 |
118 | LANGUAGE_CODE = 'en-us'
119 |
120 | TIME_ZONE = 'UTC'
121 |
122 | USE_I18N = True
123 |
124 | USE_L10N = True
125 |
126 | USE_TZ = True
127 |
128 |
129 | # Static files (CSS, JavaScript, Images)
130 | # https://docs.djangoproject.com/en/2.2/howto/static-files/
131 |
132 | STATIC_URL = '/static/'
133 | STATIC_ROOT = os.path.join(BASE_DIR, 'static')
134 |
135 | LOGIN_URL = 'accounts/login'
136 | LOGOUT_URL = 'logout'
137 |
138 | LOGIN_REDIRECT_URL = '/'
139 | LOGOUT_REDIRECT_URL = '/'
140 |
141 | SOCIAL_AUTH_GITHUB_KEY = ''
142 | SOCIAL_AUTH_GITHUB_SECRET = ''
--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 | # GitLit :fire:
2 | [![Watchers][watchers-badge]][watchers]
3 | [![Star Gazers][stars-badge]][stargazers]
4 | [![Forks][forks-badge]][forks]
5 |
6 | 
7 | -green.svg)
8 | [![GNU][license-badge]][license]
9 | [![Open Issues][issues-badge]][issues]
10 | [![PRs][pr-badge]][prs]
11 | [![Contributors][contributors-badge]][contributors]
12 |
13 |
14 | GitLit is a social network exclusively for Open-Source developers. It works by connecting enthusiastic developers to the most interesting and relevant projects to them and forming new communities of like-minded and passionate developers.
15 |
16 | ## :thinking: Why GitLit?
17 |
18 | 1. **It is difficult to find contributable projects** - What if you can get a dashboard full of project and issues suggestions, which are relevant to you - both skill and interest wise?
19 |
20 | 2. **There is no standards to rate and classify developers & projects**
21 |
22 | ## :star2: Top Features
23 | 1. Advanced Rating System for Contributor's & Repositories on GitHub
24 | 2. Intelligent Identification of Contributor's Interest & Skills
25 | 3. Smart & Relevant Mapping of Repositories & Contributor's based on shared interests and skill-level.
26 | 4. Suggestion feed of contributable repositories, and notifications for fixable issues
27 | 5. View similar repositories and users
28 | 6. Intelligent Insights with actionable feedbacks & checklist for contributors and repositories
29 |
30 | ## :bowtie: Target Users
31 | There are two primary use-cases for GitLit, one for the developers to discover interesting projects and the other is for
32 | people in the industry to find talented and enthusiastic developers.
33 |
34 | **Project Discovery**
35 |
36 | * **Students & Beginners:** GitLit can be used by students and beginners to get started into the world of Open Source.
37 | It helps them to break-the-ice, and kick-start their FOSS journey without essentially going into deeper level.
38 |
39 | * **Developers** GitLit can also be used by amateur as well as professional developers to discover innovative, interesting
40 | and relevant projects to contribute to - based on their skill level.
41 |
42 | **Developer Discovery**
43 |
44 | * **Developer Advocates:** GitLit can be used by developer advocates to identify enthusiastic and talented
45 | contributors, who are interested in their organization, and connect with them. It can be also used by them to analyse
46 | their projects, and monitor community members.
47 |
48 | * **College Clubs:** College based computer clubs like [amFOSS](http://amfoss.in/), can use GitLit to identify enthusiastic and talented
49 | students out of a large pool and effectively monitor and check their progress.
50 |
51 | * **Corporate Recruiters:** Corporate companies can discover developers, with the required talent and passion using
52 | credible metrics of GitLit.
53 |
54 | ## :bookmark_tabs: Documentation
55 | * **Algorithms**
56 | * **Documentation**
57 | * [**Working Code**](/algorithms/README.MD)
58 | * **Data Sourcing & Processing**
59 | * [**GitHub API**](https://github.com/teamdeadlock/GitLit/wiki/GitHub-API)
60 | * **Limitations in Sourcing & Processing**
61 | * **Rating Metrics**
62 | * [**User Metrics**](https://github.com/teamdeadlock/GitLit/wiki/Metrics:-Repository-Metrics)
63 | * [**Repository Metrics**](https://github.com/teamdeadlock/GitLit/wiki/Metrics:-Repository-Metrics)
64 | * **Interest Identification**
65 | * **Using GitHub Topics as basis for Interest Classfication**
66 | * [**Finding User's Topics of Interest**](https://github.com/teamdeadlock/GitLit/wiki/Topics:-Identifying-Project-Topics)
67 | * [**Weighting Topics of Interest**](https://github.com/teamdeadlock/GitLit/wiki/Topics:-Weighting-Topics-of-Interest)
68 | * [**Identification of Project Topics**](https://github.com/teamdeadlock/GitLit/wiki/Topics:-Identifying-Project-Topics)
69 | * **Matching & Mapping**
70 |
71 | ## :electric_plug: How it Works?
72 |
73 | ### Suggestion Panel to help developers
74 | 1. Fetches all data about a developer, once a developer signs-up.
75 | 2. After analysing his previous contribution pattern, an complex algorithm rates the developer using smart metrics, and classifies him into interest groups.
76 | 3. Based on his interests, and his skill in the given topic of interest, an ML-based matching algorithm matches it with most relevant projects
77 | 4. The developer recieves relevant and interesting suggestions for projects, and issues.
78 |
79 | ### Discovery Panel to help projects
80 |
81 |
82 | ## :nut_and_bolt: Tech Stack
83 |
84 | * **Language:** Python 3.6
85 | * **Framework (full-stack):** Django
86 | * **API:** GraphQL (Github API 4), Rest API (Github API 3)
87 | * **Frontend Frameworks:** Bootstrap 4
88 | * **Javascript Libraries:** jQuery
89 | * **Stylesheet Pre-processors:** Sass
90 |
91 |
92 | ## :busts_in_silhouette: Creators
93 |
94 | 1. [Venu Vardhan Reddy](https://github.com/vchrombie)
95 | 2. [Akhil K Gangadharan](https://github.com/akhilam512)
96 | 3. [Ashwin S Shenoy](https://github.com/aswinshenoy)
97 |
98 | ## :man_technologist: Core Contributors
99 |
100 | 1. [Puneeth Chanda](https://github.com/puneeth2001)
101 |
102 |
103 | Contributions are welcome! <3
104 |
105 | ## :black_nib: License
106 | [GNU General Public License v3.0](/LICENSE)
107 |
108 | [contributors-badge]:https://img.shields.io/github/contributors/amfoss/gitlit.svg
109 | [contributors]: https://github.com/amfoss/GitLit/graphs/contributors
110 | [watchers-badge]:https://img.shields.io/github/watchers/amfoss/gitlit.svg?style=social
111 | [watchers]: https://github.com/amfoss/GitLit/watchers
112 | [stars-badge]:https://img.shields.io/github/stars/amfoss/gitlit.svg?style=social
113 | [stargazers]:https://github.com/amfoss/GitLit/stargazers
114 | [forks-badge]: https://img.shields.io/github/forks/amfoss/gitlit.svg?style=social
115 | [forks]: https://github.com/amfoss/GitLit/network/members
116 | [license-badge]: https://img.shields.io/github/license/amfoss/gitlit.svg
117 | [license]: https://github.com/amfoss/gitlit/blob/master/LICENSE
118 | [issues-badge]: https://img.shields.io/github/issues/amfoss/gitlit.svg
119 | [issues]: https://github.com/amfoss/gitlit/issues
120 | [pr-badge]:https://img.shields.io/github/issues-pr/amfoss/gitlit.svg
121 | [prs]: https://github.com/amfoss/gitlit/pulls
122 |
123 |
--------------------------------------------------------------------------------
/algorithms/script.py:
--------------------------------------------------------------------------------
1 | import requests
2 | import json
3 | import collections
4 |
5 | accessToken = ""
6 | headers = {"Authorization": "bearer "+ accessToken }
7 |
8 | class userTopicResult:
9 | def __init__(self, username, userTopics):
10 | self.username = str(username)
11 | self.userTopics = list(userTopics)
12 | self.userTopicSkill = 0
13 | self.getTopicList()
14 | self.setSkillPoints()
15 |
16 |
17 | def getTopicList(self):
18 | selfTopicList = list() #topics of the user repos
19 | contributedTopicList = list() #topics of the user contributed repos
20 | starredTopicList = list() #topics which the user has starred
21 |
22 | topicOccurenceSelf = dict()
23 | topicOccurenceContributed = dict()
24 | topicOccurenceStarred = dict()
25 |
26 | self.topicInterestDict = dict() #final dict!!
27 |
28 | topic_query = """
29 | {
30 | user(login:""" + '"' + self.username + '"' + """)
31 | {
32 | starredRepositories(last: 100) {
33 | nodes {
34 | repositoryTopics(first: 100) {
35 | nodes {
36 | topic {
37 | name
38 | }
39 | }
40 | }
41 | }
42 | }
43 | repositories(last: 100) {
44 | nodes {
45 | languages(first: 3)
46 | {
47 | nodes
48 | {
49 | name
50 | }
51 | }
52 | repositoryTopics(first: 100) {
53 | nodes {
54 | topic {
55 | name
56 | }
57 | }
58 | }
59 | }
60 | }
61 | repositoriesContributedTo(last: 100) {
62 | nodes {
63 | languages(first: 3)
64 | {
65 | nodes
66 | {
67 | name
68 | }
69 | }
70 | repositoryTopics(first: 100) {
71 | nodes {
72 | topic {
73 | name
74 | }
75 | }
76 | }
77 | }
78 | }
79 | }
80 | }
81 | """
82 |
83 | request = requests.post('https://api.github.com/graphql', json={'query': topic_query}, headers=headers)
84 |
85 | if request.status_code == 200:
86 | result = request.json()
87 | if result["data"]["user"]["starredRepositories"]["nodes"]:
88 | for i in result["data"]["user"]["starredRepositories"]["nodes"]:
89 | for j in i["repositoryTopics"]["nodes"]:
90 | starredTopicList.append(j["topic"]["name"])
91 | if result["data"]["user"]["repositories"]["nodes"]:
92 | for i in result["data"]["user"]["repositories"]["nodes"]:
93 | for j in i["repositoryTopics"]["nodes"]:
94 | selfTopicList.append(j["topic"]["name"])
95 | if result["data"]["user"]["repositoriesContributedTo"]["nodes"]:
96 | for i in result["data"]["user"]["repositoriesContributedTo"]["nodes"]:
97 | for j in i["repositoryTopics"]["nodes"]:
98 | contributedTopicList.append(j["topic"]["name"])
99 |
100 |
101 | fileTopicList = open("algorithms/topics.txt", "r").read().split('\n')
102 |
103 | topicOccurenceSelf = dict(collections.Counter(x for x in selfTopicList if x))
104 | topicOccurenceContributed = dict(collections.Counter(x for x in contributedTopicList if x))
105 | topicOccurenceStarred = dict(collections.Counter(x for x in starredTopicList if x))
106 |
107 | self.skillSelf = topicOccurenceSelf # we are using this to calculate skill points down there
108 | #topicOccurenceSelf 4
109 | #topicOccurenceContributed 3
110 | #topicOccurenceStarred 1
111 |
112 | def removeIrrelevant(topicDict):
113 | to_delete = set(topicDict.keys()).difference(fileTopicList) #removing A-B from A
114 | for d in to_delete:
115 | del topicDict[d]
116 |
117 | removeIrrelevant(topicOccurenceSelf)
118 | removeIrrelevant(topicOccurenceContributed)
119 | removeIrrelevant(topicOccurenceStarred)
120 |
121 |
122 | def updateValue(topicDict):
123 | for topic in topicDict.keys():
124 | if topic not in self.topicInterestDict.keys():
125 | value = 0
126 | if topic in topicOccurenceSelf.keys():
127 | value = value + 4*topicOccurenceSelf[topic]
128 | if topic in topicOccurenceContributed.keys():
129 | value = value +3*topicOccurenceContributed[topic]
130 | if topic in topicOccurenceStarred.keys():
131 | value = value +1*topicOccurenceStarred[topic]
132 | self.topicInterestDict[topic]=value
133 |
134 | updateValue(topicOccurenceSelf)
135 | updateValue(topicOccurenceContributed)
136 | updateValue(topicOccurenceStarred)
137 |
138 | self.topicInterestDict = dict(sorted(self.topicInterestDict.items(), key=lambda x: x[1], reverse=True))
139 |
140 | def setSkillPoints(self):
141 |
142 | topicSkillDict = dict()
143 |
144 | prm_query = """
145 | {
146 | user(login:""" + '"' + self.username + '"' + """)
147 | {
148 | pullRequests(last: 100, states: MERGED) {
149 | nodes {
150 | repository {
151 | repositoryTopics(first: 100) {
152 | nodes {
153 | topic {
154 | name
155 | }
156 | }
157 | }
158 | }
159 | }
160 | }
161 | issues(last: 100, states: CLOSED) {
162 | nodes {
163 | repository {
164 | repositoryTopics(first: 100) {
165 | nodes {
166 | topic {
167 | name
168 | }
169 | }
170 | }
171 | }
172 | }
173 | }
174 | }
175 | }
176 | """
177 |
178 | request = requests.post('https://api.github.com/graphql', json={'query': prm_query}, headers=headers)
179 |
180 | PRtopicList = list()
181 | PRtopicDict = dict()
182 |
183 | issueTopicList = list()
184 | issueTopicDict = dict()
185 |
186 | topicPRs = dict()
187 |
188 | if request.status_code == 200:
189 | result = request.json()
190 |
191 | for i in result["data"]["user"]["pullRequests"]["nodes"]:
192 | for j in i["repository"]["repositoryTopics"]["nodes"]:
193 | PRtopicList.append( j["topic"]["name"])
194 |
195 | for i in result["data"]["user"]["issues"]["nodes"]:
196 | for j in i["repository"]["repositoryTopics"]["nodes"]:
197 | issueTopicList.append( j["topic"]["name"])
198 |
199 | PRtopicDict = dict(collections.Counter(x for x in PRtopicList if x))
200 | issueTopicDict = dict(collections.Counter(x for x in issueTopicList if x))
201 |
202 | def updateSkillsetValue(topicDict):
203 | for topic in topicDict.keys():
204 | if topic not in topicSkillDict.keys() and topic in self.topicInterestDict.keys():
205 | value = 0
206 | if topic in PRtopicDict.keys():
207 | value = value + PRtopicDict[topic]
208 | if topic in issueTopicDict.keys():
209 | value = value +issueTopicDict[topic]
210 | if topic in self.skillSelf.keys():
211 | value = value + 0.5*self.skillSelf[topic]
212 | topicSkillDict[topic]=value
213 |
214 | updateSkillsetValue(PRtopicDict)
215 | updateSkillsetValue(issueTopicDict)
216 | updateSkillsetValue(self.skillSelf)
217 | for topic in self.userTopics:
218 | if topic in topicSkillDict.keys():
219 | self.userTopicSkill = self.userTopicSkill + topicSkillDict[topic]
220 |
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/algorithms/README.MD:
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1 | # GitLit Algorithms
2 |
3 |
4 | ## Rating Algorithms
5 | Each metric defined below has its own specific API query. The process is simple : we fetch the data from GitHub APIs which is already streamlined for a specific metric, cut down the data further (if needed) and then assign appropriate weights to these numbers to form a score of a User or a Repo.
6 |
7 | -----------------------------------------------------------------------------------------
8 |
9 | ## User Rating
10 | A total of 5 metrics have been designed to rate the user and the algorithms are designed according to the process mentioned above.
11 |
12 | Each score is a boundless score calculated by summation of weighted sums of each of the following metric.
13 |
14 | -----------------------------------------------------------------------------------------
15 |
16 | ### General traits
17 | 1. Contribution Count
18 |
19 | *Motive : To get a base idea of a given user*
20 |
21 | | Weight | Formula |
22 | | -------|---------------------------------- |
23 | | 3 | Number of Commits |
24 | | 3 | Number of PRs |
25 | | 2 | Number of Issues |
26 | | 2 | Number of User Repos |
27 | | 3 | Number of Repos contributed to |
28 |
29 | #### Base Score
30 |
31 |
32 |
33 | -----------------------------------------------------------------------------------------
34 |
35 | ### Creation
36 |
37 | 1. Stars - Repo Ratio
38 |
39 | *Motive : To get the value of projects created*
40 |
41 | | Weight | Formula |
42 | | -------|---------------------------------- |
43 | | 1 | |
44 |
45 |
46 | #### Creation Score
47 |
48 | |
49 |
50 | -----------------------------------------------------------------------------------------
51 |
52 | ### Contribution
53 | 1. PR Acceptance Ratio:
54 |
55 | *Motive : Value of Contribution*
56 |
57 | | Weight | Formula |
58 | | -------|---------------------------------- |
59 | | 3 | |
60 |
61 |
62 | 2. Issue Acceptance Ratio:
63 |
64 | *Motive : Value of Contribution*
65 |
66 | | Weight | Formula |
67 | | -------|---------------------------------- |
68 | | 2 | |
69 |
70 |
71 | #### Contribution Score
72 |
73 |
74 | -----------------------------------------------------------------------------------------
75 |
76 | ### Community
77 | 1. Number of followers/following/organisations involved in.
78 | *Motive : to get impact in community*
79 |
80 | | Weight | Formula |
81 | | -------|---------------------------------- |
82 | | 10 | Number of Organisations |
83 | | 2 | Number of Followers |
84 | | 1 | Number of Following |
85 |
86 | #### Community Score
87 |
88 |
89 | -----------------------------------------------------------------------------------------
90 |
91 | ### Activity
92 | 1. Annual merged PRs
93 | *Motive : to get to know how active the user is*
94 |
95 | | Weight | Formula |
96 | | -------|---------------------------------- |
97 | | 3 | Number of PRs merged in an year |
98 |
99 | 2. Annual raised Issues
100 | *Motive : to get to know how active the user is*
101 |
102 | | Weight | Formula |
103 | | -------|---------------------------------- |
104 | | 2 | Number of PRs merged in an year |
105 |
106 |
107 | #### Activity Score
108 |
109 | -----------------------------------------------------------------------------------------
110 |
111 | ### User Score
112 |
113 | -----------------------------------------------------------------------------------------
114 |
115 |
116 | ### Skill Score
117 |
118 | First, skill score is calculated for each topic the User is interested in :
119 |
120 | | Weight | Contribution |
121 | |-------- | -----------------|
122 | | 1 | Number of PRs |
123 | | 1 | Number of Issues|
124 |
125 | SKill score for a topic is finally calculated as :
126 |
127 |
128 |
129 | -----------------------------------------------------------------------------------------
130 |
131 | ## Repository Rating
132 |
133 | ### General Traits
134 |
135 | 1. General activity and relevance of repo
136 |
137 | *Motive : To get a basic idea*
138 |
139 | | Weight | Trait |
140 | |-------- | ------------------ |
141 | | 3 | Number of watchers |
142 | | 2 | Numer of stars |
143 | | 5 | Number of PRs |
144 | | 1.5 | Number of forks |
145 | | 4 | Number of issues |
146 |
147 | #### Base Score
148 |
149 |
150 | -----------------------------------------------------------------------------------------
151 |
152 | ### Actvity
153 |
154 | 1. Average Issue Resolution Time
155 |
156 | *Motive : To weigh the response time*
157 |
158 | | Weight | Formula |
159 | |-------- | ------------------ |
160 | | 8 | |
161 |
162 | Average Issue Resolution Score is calculated from the above formula based on the following conditions :
163 |
164 | | Average Issue Resolution Time ( in days ) | Score |
165 | | ------------------------------------------- | ------- |
166 | | less than or equal to 20 | 20 |
167 | | less than or equal to 50 | 10 |
168 | | greater than 50 | 5 |
169 |
170 | 2. Weekly Contributor Count
171 |
172 | *Motive : To acount for contributor activity*
173 |
174 | (*Note : A contributor,here, means anyone who has created an Issue or a PR*)
175 |
176 |
177 | | Weight | Formula |
178 | |-------- | ------------------ |
179 | | 5 | |
180 |
181 | 3. Weekly Contributor Change
182 |
183 | *Motive : To acount for contributor activity*
184 |
185 | | Weight | Formula |
186 | |-------- | ------------------ |
187 | | 8 | |
188 |
189 |
190 | #### Activity Score
191 |
192 |
193 |
194 |
195 | -----------------------------------------------------------------------------------------
196 |
197 | ### Inclusivity
198 |
199 | 1. PR Acceptance Ratio
200 |
201 | *Motive : To account for new code submitted w.r.t old code*
202 |
203 | | Weight | Formula |
204 | |-------- | ------------------ |
205 | | 8 | |
206 |
207 | 2. New Contributor Count
208 |
209 | *Motive : To account for first time contributors to repo in the week*
210 |
211 | | Weight | Formula |
212 | |-------- | ------------------ |
213 | | 4 | |
214 |
215 | #### Inclusivity Score
216 |
217 |
218 |
219 | -----------------------------------------------------------------------------------------
220 |
221 |
222 | ### Merit
223 |
224 | 1. Complexity of Repo
225 |
226 | It is estimated by calcuating the Skill Points of the top 10 contributors of the repo in the topics the Repo and the Contributors both share.
227 |
228 |
229 |
230 | #### Merit Score
231 |
232 |
233 |
234 | -----------------------------------------------------------------------------------------
235 |
236 |
237 | ### Total Repo Score
238 |
239 |
240 |
241 |
242 |
243 | -----------------------------------------------------------------------------------------
244 |
245 |
246 |
247 |
248 |
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/algorithms/repository_rating.py:
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1 | """
2 |
3 | annualActivityScoreSITORY RATING ALGORITHM
4 |
5 | """
6 | import json
7 | from datetime import timedelta, datetime
8 | from dateutil import parser, relativedelta
9 | from algorithms.script import userTopicResult
10 |
11 |
12 | import requests
13 |
14 |
15 |
16 | class RepositoryMetrics:
17 |
18 | def __init__(self, name, owner, token):
19 | # initialize class variables
20 | self.name = str(name)
21 | self.owner = str(owner)
22 | self.token = str(token)
23 | self.reponame = self.name + '-' + self.owner
24 | self.headers = {"Authorization": "bearer " + self.token}
25 |
26 | # User Profile Details
27 | self.fullName = ''
28 | self.userID = '' # used getting avatar
29 |
30 | self.topicsList = list()
31 |
32 | # Repo Statistics
33 | self.commitCount = 0
34 | self.prCount = 0
35 | self.prMergedCount = 0
36 | self.issueCount = 0
37 | self.branchCount = 0
38 | self.maintainersCount = 0
39 |
40 | self.weeklyContributorsCount = 0
41 | self.weeklyContributorsChange = 0
42 | self.firstTimeContributorsThisWeek = 0
43 |
44 | self.weeklyContributorNames = list()
45 | self.totalContributors = list()
46 |
47 | # Initializing User Points
48 | self.basePoints = 0
49 | self.activityPoints = 0
50 | self.popularityPoints = 0
51 | self.inclusivityPoints = 0
52 | self.meritPoints = 0
53 | self.repoPoints = 0
54 |
55 | # run class functions
56 | self.fetchBasicDetails()
57 | self.calcActivityScore()
58 | self.calcInclusivityScore()
59 | self.calcMeritScore()
60 |
61 | # calculate final score
62 | self.calcRepoScore()
63 |
64 | def fetchBasicDetails(self):
65 | query ="""
66 | {
67 | repository(name: """ + '"' + str(self.name) + '"' + """, owner: """ + '"' + str(self.owner) + '"' + """)
68 | {
69 | stargazers {
70 | totalCount
71 | }
72 | watchers {
73 | totalCount
74 | }
75 | forkCount
76 |
77 | pullRequests
78 | {
79 | totalCount
80 | }
81 |
82 | issues
83 | {
84 | totalCount
85 | }
86 | }
87 | }
88 | """
89 |
90 | request = requests.post('https://api.github.com/graphql', json={'query': query}, headers=self.headers)
91 |
92 | if request.status_code == 200:
93 | result = request.json()
94 | if(result is not None):
95 | stargazers = result["data"]["repository"]["stargazers"]["totalCount"]
96 | else:
97 | stargazers = 0
98 | watchers = result["data"]["repository"]["watchers"]["totalCount"]
99 | forkCount = result["data"]["repository"]["forkCount"]
100 | self.prCount = result["data"]["repository"]["pullRequests"]["totalCount"]
101 | issueCount = result["data"]["repository"]["issues"]["totalCount"]
102 |
103 | self.basePoints = round(0.3 * watchers + 0.2 * stargazers + 0.15 * forkCount +0.5*self.prCount + 0.4*issueCount, 4) #phase 1 done
104 |
105 |
106 |
107 |
108 |
109 |
110 | def calcActivityScore(self):
111 | query = """
112 | {
113 | repository(name: """ + '"' + str(self.name) + '"' + """, owner: """ + '"' + str(self.owner) + '"' + """)
114 | {
115 | issues(last:100, states: CLOSED)
116 | {
117 | edges{
118 | node
119 | {
120 | createdAt
121 | closedAt
122 | }
123 |
124 | }
125 |
126 | }
127 | }
128 | }
129 | """
130 | request = requests.post('https://api.github.com/graphql', json={'query': query}, headers=self.headers)
131 |
132 | if request.status_code == 200:
133 | result = request.json()
134 | total = timedelta(microseconds=1)
135 | count = 0
136 |
137 | if(result["data"]["repository"]["issues"]["edges"] is not None):
138 |
139 | for issue in result["data"]["repository"]["issues"]["edges"]:
140 | count = count +1
141 | created = parser.parse(issue["node"]["createdAt"])
142 | closed = parser.parse(issue["node"]["closedAt"])
143 | total = total + closed-created
144 |
145 | if(count>0):
146 | avgIssueResolutionTime = total/count
147 | else:
148 | avgIssueResolutionTime = -1
149 |
150 | else:
151 | avgIssueResolutionTime = -1
152 |
153 |
154 |
155 |
156 | query ="""
157 | {
158 | repository(name: """ + '"' + str(self.name) + '"' + """, owner: """ + '"' + str(self.owner) + '"' + """)
159 | {
160 | pullRequests(last:100)
161 | {
162 | edges
163 | {
164 | node
165 | {
166 | createdAt
167 | author
168 | {
169 | login
170 | }
171 | }
172 | cursor
173 | }
174 | }
175 | issues(last:100)
176 | {
177 | edges
178 | {
179 | node
180 | {
181 | createdAt
182 | author
183 | {
184 | login
185 | }
186 | }
187 | cursor
188 | }
189 | }
190 | }
191 | }
192 | """
193 | request = requests.post('https://api.github.com/graphql', json={'query': query}, headers=self.headers)
194 |
195 | if request.status_code == 200:
196 | result = request.json()
197 |
198 | clist = list()
199 | for contributor in result["data"]["repository"]["pullRequests"]["edges"]:
200 | created_at = parser.parse(contributor["node"]["createdAt"])
201 | timezone = created_at.tzinfo
202 | time_now = datetime.now(timezone)
203 | weekago = time_now - relativedelta.relativedelta(days=7)
204 |
205 | if(created_at>weekago):
206 | user = contributor["node"]["author"]["login"]
207 | if(user not in clist):
208 | clist.append(user)
209 |
210 | for contributor in result["data"]["repository"]["issues"]["edges"]:
211 | created_at = parser.parse(contributor["node"]["createdAt"])
212 | timezone = created_at.tzinfo
213 | time_now = datetime.now(timezone)
214 | weekago = time_now - relativedelta.relativedelta(days=7)
215 |
216 | if(created_at>weekago):
217 | user = contributor["node"]["author"]["login"]
218 | if(user not in clist):
219 | clist.append(user)
220 |
221 | # Add New Users
222 | for user in clist:
223 | if(user not in self.weeklyContributorNames):
224 | self.weeklyContributorNames.append(user)
225 |
226 | if(user not in self.totalContributors):
227 | self.totalContributors.append(user)
228 |
229 | # Remove Old Users
230 | for user in self.weeklyContributorNames:
231 | if(user not in clist):
232 | self.weeklyContributorNames.remove(user)
233 |
234 | self.weeklyContributorsChange = len(clist) - self.weeklyContributorsCount
235 | self.weeklyContributorsCount = len(clist)
236 |
237 | # -- ok
238 |
239 | numberOfDays = int(str(avgIssueResolutionTime)[0:2])
240 | if (numberOfDays) <= 20:
241 | avgIssueResolutionScore = 20
242 | elif (numberOfDays) <= 50:
243 | avgIssueResolutionScore = 10
244 | else:
245 | avgIssueResolutionScore = 5
246 |
247 |
248 | self.activityPoints = 8*avgIssueResolutionScore + 5*self.weeklyContributorsCount + 8*self.weeklyContributorsChange
249 |
250 |
251 |
252 | def calcInclusivityScore(self):
253 | merged_prs_query = """
254 | {
255 | repository(name: """ + '"' + str(self.name) + '"' + """, owner: """ + '"' + str(self.owner) + '"' + """)
256 | {
257 | pullRequests(states: MERGED)
258 | {
259 | totalCount
260 | }
261 |
262 | }
263 | }
264 | """
265 | total_prs_query = """
266 | {
267 | repository(name: """ + '"' + str(self.name) + '"' + """, owner: """ + '"' + str(self.owner) + '"' + """)
268 | {
269 | pullRequests
270 | {
271 | totalCount
272 | }
273 |
274 | }
275 | }
276 | """
277 | mergedPR = requests.post('https://api.github.com/graphql', json={'query': merged_prs_query}, headers=self.headers)
278 | totalPR = requests.post('https://api.github.com/graphql', json={'query': total_prs_query}, headers=self.headers)
279 |
280 | if totalPR.status_code == 200 and mergedPR.status_code ==200:
281 | PRmergedData = mergedPR.json()
282 | PRtotalData = totalPR.json()
283 | self.prMergedCount = PRmergedData["data"]["repository"]["pullRequests"]["totalCount"]
284 | self.totalprCount = PRtotalData["data"]["repository"]["pullRequests"]["totalCount"]
285 |
286 | if(self.totalprCount>0):
287 | PRacceptanceRatio = round( self.prMergedCount/self.totalprCount, 2)
288 | else:
289 | PRacceptanceRatio = -1
290 |
291 | else:
292 | PRacceptanceRatio = -1
293 |
294 |
295 | # new contributors below
296 |
297 | for user in self.weeklyContributorNames:
298 | query = """
299 | {
300 | user(login:""" + user +"""){
301 |
302 | pullRequests(first:100)
303 | {
304 | nodes
305 | {
306 | createdAt
307 | repository {
308 | nameWithOwner
309 | }
310 | }
311 | }
312 | }
313 | }
314 | """
315 | request = requests.post('https://api.github.com/graphql', json={'query': query}, headers=self.headers)
316 |
317 | if request.status_code == 200:
318 | flag = 0
319 | result = request.json()
320 | if(result["data"]):
321 | for prs in result["data"]["user"]["pullRequests"]["nodes"]:
322 | rep_name = prs["repository"]["nameWithOwner"]
323 | created_at = parser.parse(prs["createdAt"])
324 | timezone = created_at.tzinfo
325 | time_now = datetime.now(timezone)
326 | weekago = time_now - relativedelta.relativedelta(days=7)
327 | if(created_at0:
162 | self.creationPoints = (2 * repoStarsCount/self.repoOwnCount) * self.repoOwnCount
163 | else:
164 | self.creationPoints = 0.5 * self.repoOwnCount
165 | else:
166 | self.creationPoints = self.repoOwnCount
167 |
168 | def calcActivityScore(self):
169 | pr_query = """
170 | {
171 | user(login:""" + '"' + self.username + '"' + """)
172 | {
173 | pullRequests(last:100,states:MERGED)
174 | {
175 | edges{
176 | node
177 | {
178 | createdAt
179 | }
180 | }
181 | }
182 |
183 | }
184 | }
185 | """
186 | response = runquery(self.token, pr_query)
187 | if response:
188 | count = 0
189 | if response["data"]["user"]["pullRequests"]["edges"]:
190 | for pr in response["data"]["user"]["pullRequests"]["edges"]:
191 | created = parser.parse(pr["node"]["createdAt"])
192 | timezone = created.tzinfo
193 | time_now = datetime.now(timezone)
194 | yearago = time_now - relativedelta.relativedelta(year=1)
195 |
196 | if (created > yearago):
197 | count = count + 1
198 |
199 | annualPRmergedCount = count
200 |
201 | issue_query = """
202 | {
203 | user(login:""" + '"' + self.username + '"' + """)
204 | {
205 | issues(last:100,states:CLOSED)
206 | {
207 | edges{
208 | node
209 | {
210 | createdAt
211 | }
212 | }
213 | }
214 |
215 | }
216 | }
217 | """
218 | response = runquery(self.token, issue_query)
219 | if response:
220 | count = 0
221 | if (response["data"]["user"]["issues"]["edges"]):
222 | for pr in response["data"]["user"]["issues"]["edges"]:
223 | created = parser.parse(pr["node"]["createdAt"])
224 | timezone = created.tzinfo
225 | time_now = datetime.now(timezone)
226 | yearago = time_now - relativedelta.relativedelta(year=1)
227 |
228 | if (created > yearago):
229 | count = count + 1
230 |
231 | annualIssuesRaised = count
232 |
233 | self.activityPoints = 3 * annualPRmergedCount + 2 * annualIssuesRaised
234 |
235 | def calcContributionScore(self):
236 | query = """
237 | {
238 | user(login:""" + '"' + self.username + '"' + """)
239 | {
240 | pullRequests(states:MERGED)
241 | {
242 | totalCount
243 | }
244 | issues(states:CLOSED)
245 | {
246 | totalCount
247 | }
248 | }
249 | }
250 | """
251 | response = runquery(self.token, query)
252 | if response:
253 | self.PRmergedCount = response["data"]["user"]["pullRequests"]["totalCount"]
254 | self.IssuesMergedCount = response["data"]["user"]["pullRequests"]["totalCount"]
255 |
256 | if self.prCount > 0:
257 | PRscore = ((self.PRmergedCount) ** 2) / self.prCount
258 | else:
259 | PRscore = 0
260 |
261 | if self.issueCount > 0:
262 | IssueScore = ((self.IssuesMergedCount) ** 2) / self.issueCount
263 | else:
264 | IssueScore = 0
265 |
266 | self.contributionPoints = round(0.3 * PRscore + 0.2 * IssueScore,2)
267 |
268 | def calcUserScore(self):
269 | self.userPoints = round(0.5 * self.basePoints + 2 * self.creationPoints + self.activityPoints + 2 * self.contributionPoints,2)
270 |
271 | def getTopicList(self):
272 | selfTopicList = list() # topics of the user repos
273 | contributedTopicList = list() # topics of the user contributed repos
274 | starredTopicList = list() # topics which the user has starred
275 |
276 | topicOccurenceSelf = dict()
277 | topicOccurenceContributed = dict()
278 | topicOccurenceStarred = dict()
279 |
280 | self.topicInterestDict = dict() # final dict!!
281 |
282 | topic_query = """
283 | {
284 | user(login:""" + '"' + self.username + '"' + """)
285 | {
286 | starredRepositories(last: 100) {
287 | nodes {
288 | repositoryTopics(first: 100) {
289 | nodes {
290 | topic {
291 | name
292 | }
293 | }
294 | }
295 | }
296 | }
297 | repositories(last: 100) {
298 | nodes {
299 | languages(first: 3)
300 | {
301 | nodes
302 | {
303 | name
304 | }
305 | }
306 | repositoryTopics(first: 100) {
307 | nodes {
308 | topic {
309 | name
310 | }
311 | }
312 | }
313 | }
314 | }
315 | repositoriesContributedTo(last: 100) {
316 | nodes {
317 | languages(first: 3)
318 | {
319 | nodes
320 | {
321 | name
322 | }
323 | }
324 | repositoryTopics(first: 100) {
325 | nodes {
326 | topic {
327 | name
328 | }
329 | }
330 | }
331 | }
332 | }
333 | }
334 | }
335 | """
336 |
337 | result = runquery(self.token, topic_query)
338 | if result:
339 | for i in result["data"]["user"]["starredRepositories"]["nodes"]:
340 | for j in i["repositoryTopics"]["nodes"]:
341 | starredTopicList.append(j["topic"]["name"])
342 |
343 | for i in result["data"]["user"]["repositories"]["nodes"]:
344 | for j in i["repositoryTopics"]["nodes"]:
345 | selfTopicList.append(j["topic"]["name"])
346 |
347 | for i in result["data"]["user"]["repositoriesContributedTo"]["nodes"]:
348 | for j in i["repositoryTopics"]["nodes"]:
349 | contributedTopicList.append(j["topic"]["name"])
350 |
351 |
352 | fileTopicList = open(os.path.join(module_dir, 'topics.txt'), "r").read().split('\n')
353 |
354 | topicOccurenceSelf = dict(collections.Counter(x for x in selfTopicList if x))
355 | topicOccurenceContributed = dict(collections.Counter(x for x in contributedTopicList if x))
356 | topicOccurenceStarred = dict(collections.Counter(x for x in starredTopicList if x))
357 |
358 | self.topicSkill = topicOccurenceSelf # we are using this to calculate skill points down there
359 |
360 | # topicOccurenceSelf 4
361 | # topicOccurenceContributed 3
362 | # topicOccurenceStarred 1
363 |
364 | def removeIrrelevant(topicDict):
365 | to_delete = set(topicDict.keys()).difference(fileTopicList) # removing A-B from A
366 | for d in to_delete:
367 | del topicDict[d]
368 |
369 | removeIrrelevant(topicOccurenceSelf)
370 | removeIrrelevant(topicOccurenceContributed)
371 | removeIrrelevant(topicOccurenceStarred)
372 |
373 | def updateValue(topicDict):
374 | for topic in topicDict.keys():
375 | if topic not in self.topicInterestDict.keys():
376 | value = 0
377 | if topic in topicOccurenceSelf.keys():
378 | value = value + 4 * topicOccurenceSelf[topic]
379 | if topic in topicOccurenceContributed.keys():
380 | value = value + 3 * topicOccurenceContributed[topic]
381 | if topic in topicOccurenceStarred.keys():
382 | value = value + 1 * topicOccurenceStarred[topic]
383 | self.topicInterestDict[topic] = value
384 |
385 | updateValue(topicOccurenceSelf)
386 | updateValue(topicOccurenceContributed)
387 | updateValue(topicOccurenceStarred)
388 |
389 | self.topicInterestDict = dict(sorted(self.topicInterestDict.items(), key=lambda x: x[1], reverse=True))
390 |
391 | def setSkillPoints(self):
392 | self.topicSkillDict = dict()
393 |
394 | prm_query = """
395 | {
396 | user(login:""" + '"' + self.username + '"' + """)
397 | {
398 | pullRequests(last: 100, states: MERGED) {
399 | nodes {
400 | repository {
401 | repositoryTopics(first: 100) {
402 | nodes {
403 | topic {
404 | name
405 | }
406 | }
407 | }
408 | }
409 | }
410 | }
411 | issues(last: 100, states: CLOSED) {
412 | nodes {
413 | repository {
414 | repositoryTopics(first: 100) {
415 | nodes {
416 | topic {
417 | name
418 | }
419 | }
420 | }
421 | }
422 | }
423 | }
424 | }
425 | }
426 | """
427 |
428 | PRtopicList = list()
429 | PRtopicDict = dict()
430 |
431 | issueTopicList = list()
432 | issueTopicDict = dict()
433 |
434 | result = runquery(self.token, prm_query)
435 | if result:
436 |
437 | for i in result["data"]["user"]["pullRequests"]["nodes"]:
438 | for j in i["repository"]["repositoryTopics"]["nodes"]:
439 | PRtopicList.append(j["topic"]["name"])
440 |
441 | for i in result["data"]["user"]["issues"]["nodes"]:
442 | for j in i["repository"]["repositoryTopics"]["nodes"]:
443 | issueTopicList.append(j["topic"]["name"])
444 |
445 | PRtopicDict = dict(collections.Counter(x for x in PRtopicList if x))
446 | issueTopicDict = dict(collections.Counter(x for x in issueTopicList if x))
447 |
448 | def updateSkillsetValue(topicDict):
449 | for topic in topicDict.keys():
450 | if topic not in self.topicSkillDict.keys() and topic in self.topicInterestDict.keys():
451 | value = 0
452 | if topic in PRtopicDict.keys():
453 | value = value + PRtopicDict[topic]
454 | if topic in issueTopicDict.keys():
455 | value = value + issueTopicDict[topic]
456 | if topic in self.topicSkill.keys():
457 | value = value + 0.5 * self.topicSkill[topic]
458 | self.topicSkillDict[topic] = value
459 |
460 | updateSkillsetValue(PRtopicDict)
461 | updateSkillsetValue(issueTopicDict)
462 | updateSkillsetValue(self.topicSkill)
463 | self.topicSkill = dict(sorted(self.topicSkill.items(), key=lambda x: x[1], reverse=True))
464 |
465 | """
466 | username = input("Enter the username: ")
467 | user = UserMetrics(username, "")
468 |
469 | print()
470 | print("The Base Score is " + str(user.basePoints))
471 | print("The Creation Points is " + str(usermetrics.creationPoints))
472 | print("The Activity Points is " + str(usermetrics.activityPoints))
473 | print("The Contribution Points is " + str(usermetrics.contributionPoints))
474 | print()
475 | print("The Topic Interests are \n" + str(usermetrics.topicInterestDict))
476 | print()
477 | print("The Topic Skill are \n" + str(usermetrics.topicSkillDict))
478 | print()
479 | print("The User Points is " + str(usermetrics.userPoints))
480 | """
--------------------------------------------------------------------------------
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541 |
542 | If conditions are imposed on you (whether by court order, agreement or
543 | otherwise) that contradict the conditions of this License, they do not
544 | excuse you from the conditions of this License. If you cannot convey a
545 | covered work so as to satisfy simultaneously your obligations under this
546 | License and any other pertinent obligations, then as a consequence you may
547 | not convey it at all. For example, if you agree to terms that obligate you
548 | to collect a royalty for further conveying from those to whom you convey
549 | the Program, the only way you could satisfy both those terms and this
550 | License would be to refrain entirely from conveying the Program.
551 |
552 | 13. Use with the GNU Affero General Public License.
553 |
554 | Notwithstanding any other provision of this License, you have
555 | permission to link or combine any covered work with a work licensed
556 | under version 3 of the GNU Affero General Public License into a single
557 | combined work, and to convey the resulting work. The terms of this
558 | License will continue to apply to the part which is the covered work,
559 | but the special requirements of the GNU Affero General Public License,
560 | section 13, concerning interaction through a network will apply to the
561 | combination as such.
562 |
563 | 14. Revised Versions of this License.
564 |
565 | The Free Software Foundation may publish revised and/or new versions of
566 | the GNU General Public License from time to time. Such new versions will
567 | be similar in spirit to the present version, but may differ in detail to
568 | address new problems or concerns.
569 |
570 | Each version is given a distinguishing version number. If the
571 | Program specifies that a certain numbered version of the GNU General
572 | Public License "or any later version" applies to it, you have the
573 | option of following the terms and conditions either of that numbered
574 | version or of any later version published by the Free Software
575 | Foundation. If the Program does not specify a version number of the
576 | GNU General Public License, you may choose any version ever published
577 | by the Free Software Foundation.
578 |
579 | If the Program specifies that a proxy can decide which future
580 | versions of the GNU General Public License can be used, that proxy's
581 | public statement of acceptance of a version permanently authorizes you
582 | to choose that version for the Program.
583 |
584 | Later license versions may give you additional or different
585 | permissions. However, no additional obligations are imposed on any
586 | author or copyright holder as a result of your choosing to follow a
587 | later version.
588 |
589 | 15. Disclaimer of Warranty.
590 |
591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
592 | APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
599 |
600 | 16. Limitation of Liability.
601 |
602 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
603 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
604 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
605 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
606 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
607 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
608 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
609 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
610 | SUCH DAMAGES.
611 |
612 | 17. Interpretation of Sections 15 and 16.
613 |
614 | If the disclaimer of warranty and limitation of liability provided
615 | above cannot be given local legal effect according to their terms,
616 | reviewing courts shall apply local law that most closely approximates
617 | an absolute waiver of all civil liability in connection with the
618 | Program, unless a warranty or assumption of liability accompanies a
619 | copy of the Program in return for a fee.
620 |
621 | END OF TERMS AND CONDITIONS
622 |
623 | How to Apply These Terms to Your New Programs
624 |
625 | If you develop a new program, and you want it to be of the greatest
626 | possible use to the public, the best way to achieve this is to make it
627 | free software which everyone can redistribute and change under these terms.
628 |
629 | To do so, attach the following notices to the program. It is safest
630 | to attach them to the start of each source file to most effectively
631 | state the exclusion of warranty; and each file should have at least
632 | the "copyright" line and a pointer to where the full notice is found.
633 |
634 |
635 | Copyright (C)
636 |
637 | This program is free software: you can redistribute it and/or modify
638 | it under the terms of the GNU General Public License as published by
639 | the Free Software Foundation, either version 3 of the License, or
640 | (at your option) any later version.
641 |
642 | This program is distributed in the hope that it will be useful,
643 | but WITHOUT ANY WARRANTY; without even the implied warranty of
644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
645 | GNU General Public License for more details.
646 |
647 | You should have received a copy of the GNU General Public License
648 | along with this program. If not, see .
649 |
650 | Also add information on how to contact you by electronic and paper mail.
651 |
652 | If the program does terminal interaction, make it output a short
653 | notice like this when it starts in an interactive mode:
654 |
655 | Copyright (C)
656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
657 | This is free software, and you are welcome to redistribute it
658 | under certain conditions; type `show c' for details.
659 |
660 | The hypothetical commands `show w' and `show c' should show the appropriate
661 | parts of the General Public License. Of course, your program's commands
662 | might be different; for a GUI interface, you would use an "about box".
663 |
664 | You should also get your employer (if you work as a programmer) or school,
665 | if any, to sign a "copyright disclaimer" for the program, if necessary.
666 | For more information on this, and how to apply and follow the GNU GPL, see
667 | .
668 |
669 | The GNU General Public License does not permit incorporating your program
670 | into proprietary programs. If your program is a subroutine library, you
671 | may consider it more useful to permit linking proprietary applications with
672 | the library. If this is what you want to do, use the GNU Lesser General
673 | Public License instead of this License. But first, please read
674 | .
675 |
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