MiniProject2: Discover a list of projects on SourceForge.net and GitLab.com

These two forges present two different types of data discovery challenges.

SourceForge actively prevents discovery. Over ten years ago it was the largest forge but as it started losing market share to other forges, they started blocking project discovery.

GitLab, on the other hand, has an error-prone API that is highly unreliable.

Part 1

• Discover at least 50 projects on SourceForge and GitLab whose names start with the letter (case insensitive) in front of your name in the list below.
• Provide the IPython notebook you used to discovery the data.

You are free to use any method, including a list compiled by someone else, search on google search engine, etc. but you do need to verify that the discovered projects currently exist on these forges by retrieving the url of the version control repository used by the project.

Please use the Google Cloud VM when discovering the project names to avoid accidentally causing UTK to be blocked.

Letter	GitHub Username	NetID	Name
a	3PIV	pprovins	Provins IV, Preston
b	BrettBass13	bbass11	Bass, Brett Czech
c	CipherR9	gyj992	Johnson, Rojae Antonio
d	Colsarcol	cmawhinn	Mawhinney, Colin Joseph
e	EvanEzell	eezell3	Ezell, Evan Collin
f	MikeynJerry	jdunca51	Duncan, Jerry
g	Tasmia	trahman4	Rahman, Tasmia
h	awilki13	awilki13	Wilkinson, Alex Webb
i	bryanpacep1	jpace7	Pace, Jonathan Bryan
j	caiwjohn	cjohn3	John, Cai William
k	cflemmon	cflemmon	Flemmons, Cole
l	dbarry9	dbarry	Barry, Daniel Patrick
m	desai07	adesai6	Desai, Avie
n	gjones1911	gjones2	Jones, Gerald Leon
o	herronej	eherron5	Herron, Emily Joyce
p	hossain-rayhan	rhossai2	Hossain, Rayhan
q	jdong6	jdong6	Dong, Jeffrey Jing
r	jyu25utk	jyu25	Yu, Jinxiao
s	mkramer6	mkramer6	Kramer, Matthew S
t	mmahbub	mmahbub	Mahbub, Maria
u	nmansou4	nmansou4	Mansour, Nasib
v	nschwerz	nschwerz	Schwerzler, Nicolas Winfield William
w	rdabbs42	rdabbs1	Dabbs, Rosemary
x	saramsv	mousavi	Mousavicheshmehkaboodi, Sara
y	spaulsteinberg	ssteinb2	Steinberg, Samuel Paul
z	zol0	akarnauc	Karnauch, Andrey
a	zrandall	zrandall	Randall, Zachary Adams
b	lpassarella	lpassare	Passarella, Linsey Sara
c	tgoedecke	pgoedec1	Goedecke, Trish
d	ray830305	hchang13	Chang, Hsun Jui
e	ssravali	ssadhu2	Sadhu, Sri Ravali
f	diadoo	jpovlin	Povlin, John P
g	mander59	mander59	Anderson, Matt Mcguffee
h	iway1	iway1	Way, Isaac Caldwell

GitLab discovery

GitLab provides APIs to retrieve project urls.
Here is sample code for collecting project urls (and storing data in mongodb):

import sys
import re
import pymongo
import json
import time
import datetime
import requests
dbname = "fdac18mp2" #please use this database
collname = "glprj_yourutkid" #please modify so you store data in your collection
# beginning page index
begin = "0"
client = pymongo.MongoClient()
db = client[dbname]
coll = db[collname]
beginurl = "https://gitlab.com/api/v4/projects?archived=false&membership=false&order_by=created_at&owned=false&page=" + begin + \
"&per_page=99&simple=false&sort=desc&starred=false&statistics=false&with_custom_attributes=false&with_issues_enabled=false&with_merge_requests_enabled=false"
gleft = 0
header = {'per_page': 99}
# check remaining query chances for rate-limit restriction
def wait(left):
global header
while (left < 20):
l = requests.get('https://gitlab.com/api/v4/projects', headers=header)
if (l.ok):
left = int(l.headers.get('RateLimit-Remaining'))
time .sleep(60)
return left
# send queries and extract urls def get(url, coll):
global gleft
global header
global bginnum
gleft = wait(gleft)
values = []
size = 0
try:
r = requests .get(url, headers=header)
time .sleep(0.5)
# got blocked
if r.status_code == 403:
return "got blocked", str(bginnum)
if (r.ok):
gleft = int(r.headers.get('RateLimit-Remaining'))
lll = r.headers.get('Link')
t = r.text
array = json.loads(t)
for el in array:
coll.insert(el)
#next page
while ('; rel="next"' in lll):
gleft = int(r.headers.get('RateLimit-Remaining'))
gleft = wait(gleft)
# extract next page url
ll = lll.replace(';', ',').split(',')
url = ll[ll.index(' rel="next"') -
1].replace('<', '').replace('>', '').lstrip()
try:
r = requests .get(url, headers=header)
if r.status_code == 403:
return "got blocked", str(bginnum)
if (r.ok):
lll = r.headers.get('Link')
t = r.text
array1 = json.loads(t)
for el in array1:
coll.insert(el)
else:
sys.stderr.write("url can not found:\n" + url + '\n')
return except requests.exceptions.ConnectionError:
sys.stderr.write('could not get ' + url + '\n')
else:
sys.stderr.write("url can not found:\n" + url + '\n')
return
except requests.exceptions.ConnectionError:
sys.stderr.write('could not get ' + url + '\n')
except Exception as e:
sys.stderr.write(url + ';' + str(e) + '\n')
#start retrieving get(beginurl,coll)

Note that the parameters in the sample code are not optimal. Please feel free to tune them. This sample code is not robust enough to deal with various returned errors from query. You might need to investigate errors encountered individually.