def extractReposFiltered(input_file, output_file,
_filter=None):
"""
Extract any repository from 'input_file' that matches 'filter',
into 'output_file'.
"""
DataManager.extractReposFiltered(input_file, output_file, _filter)
def getKeyFromCrawlData(input_file, output_file,
keys=KEY_CLONE_URL):
"""
Extract the value for 'key' from every crawled repository in file
'input_file'.
Output is redirected into 'output_file'.
"""
DataManager.getKeysFromCrawlData(input_file, output_file, keys)
def __init__(self, file_path):
'''
Constructor
'''
# DataManager handles file reading/writing.
self.datamanager = DataManager()
# Get OAuth from file 'authentication'.
auth_file = file_path
auth_manager = OAuthManager(filename=auth_file)
auth = None
try:
auth = auth_manager.getAuthData()
except (AuthFileNotFoundException, AuthException):
# Authentication file not found or malformatted. Recreate it.
auth = self.initiateAuthCreation(auth_manager)
except NoCredentialsException:
oauth = None
user_agent = None
if auth:
oauth = auth[auth_manager.KEY_OAUTH]
user_agent = auth[auth_manager.KEY_USER_AGENT]
self.OAUTH = oauth
self.HEADER_USER_AGENT = user_agent
self.HEADERS = {
'User-Agent': self.HEADER_USER_AGENT,
'Authorization': "token %s" % self.OAUTH,
}
# Setup authentication and settings
self.s = GithubSession(self.OAUTH, self.HEADER_USER_AGENT)
class Crawler(object):
'''
classdocs
'''
# constants
FILE_AUTHENTICATION = "authentication"
LINK_API = "https://api.github.com"
LINK_REPO_API = LINK_API + "/repositories"
LINK_SEARCH_API = LINK_API + "/search/repositories"
LINK_RATE_LIMIT = LINK_API + "/rate_limit"
HEADER_USER_AGENT = None
HEADER_XRATELIMIT_LIMIT = "X-RateLimit-Limit"
HEADER_XRATELIMIT_REMAINING = "X-RateLimit-Remaining"
KEY_NEXT = "next"
KEY_SINCE = "since"
KEY_COUNT = "count"
KEY_START = "start"
KEY_CLONE_URL = "clone_url"
KEY_RL_REMAIN = "X-RateLimit-Remaining"
KEY_STATUS_CODE = "status_code"
KEY_CRAWLED_LINKS = "crawled_links"
# GitHub Session object
s = None
def __init__(self, file_path):
'''
Constructor
'''
# DataManager handles file reading/writing.
self.datamanager = DataManager()
# Get OAuth from file 'authentication'.
auth_file = file_path
auth_manager = OAuthManager(filename=auth_file)
auth = None
try:
auth = auth_manager.getAuthData()
except (AuthFileNotFoundException, AuthException):
# Authentication file not found or malformatted. Recreate it.
auth = self.initiateAuthCreation(auth_manager)
except NoCredentialsException:
oauth = None
user_agent = None
if auth:
oauth = auth[auth_manager.KEY_OAUTH]
user_agent = auth[auth_manager.KEY_USER_AGENT]
self.OAUTH = oauth
self.HEADER_USER_AGENT = user_agent
self.HEADERS = {
'User-Agent': self.HEADER_USER_AGENT,
'Authorization': "token %s" % self.OAUTH,
}
# Setup authentication and settings
self.s = GithubSession(self.OAUTH, self.HEADER_USER_AGENT)
def initiateAuthCreation(self, auth_manager):
try:
auth_manager.createAuth()
auth = auth_manager.getAuthData()
print "Authentication process done. Continuing..."
except OAuthCreationException:
# OAuth error. Maybe the OAuth token could not be created, because
# it already exists.
print (
"OAuth error. Maybe authentication file could not be written "
"because of missing write-privilege."
)
sys.exit()
return auth
def crawlReposWUpdate(self, data_filename):
self.crawlRepos(data_filename, skip=False)
def crawlRepos(self, file_links, skip=True, _filter=None):
current_ratelimit = self.getRateLimit()["core"]["remaining"]
if current_ratelimit == 0:
self.endExecution()
url = None
copy_only = False
file_links_backup = ""
# Filehandle for writing.
fw = None
f_links = None
TEXT_PROCESSING = "Processing contents of file: "
# If a links file already exists from earlier crawls, then parse it.
if os.path.isfile(file_links):
print "File '%s' exists already. Will be appending to it." % (file_links)
file_links_backup = file_links + "_backup"
def restoreBackup(signum, frame):
"""
Inner function: Restore original file from backup upon
termination in backup process.
"""
msg = "Got exit signal. Restoring original file from backup..."
print "\n%s\r" % (msg),
if fw:
fw.close()
if f_links:
f_links.close()
# Copy backup file back.
shutil.copyfile(file_links_backup, file_links)
print "%s Done." % (msg)
sys.exit()
# Catch process-kill signal.
signal.signal(signal.SIGTERM, restoreBackup)
# Also catch Ctrl-C/D.
signal.signal(signal.SIGINT, restoreBackup)
os.rename(file_links, file_links_backup)
f_links = open(file_links_backup, 'r')
if skip:
# We do not want to recrawl old data, so
# just copy-paste it.
shutil.copyfile(file_links_backup, file_links)
# Open fh for writing.
fw = open(file_links, 'a')
print TEXT_PROCESSING + str(file_links) + "..."
sys.stdout.flush()
if skip:
# We do not want to recrawl old data.
# Therefore, get the last next-link from the old data,
# so that we can continue crawling from there.
data = self.datamanager.getDataLikeTail(file_links,
1, stepsize=65)
url = self.datamanager.extractNextURL(data)
else:
old_data = f_links
etag = None
repos = None
next_url = None
file_pos = None
# Parse old data if skip was not specified.
while 1 and not skip:
try:
file_pos = old_data.tell()
parsed_data = self.datamanager.parseNextBlock(old_data)
if parsed_data:
_repos, url, etag, next_url = parsed_data
repos = RepositoryList(
url, etag, repos=_repos,
next_url=next_url
)
if not skip:
try:
# Update data, by requesting Github API.
self.nextBackupCrawl(fw, repos,
copy_only=copy_only,
_filter=_filter)
except RatelimitExceededException:
# No ratelimit remaining, continue
# to only copy the old data and finish.
copy_only = True
# We finished parsing the old data.
else:
break
# Encountered malformatted block, probably because
# the original data file was cut/edited.
# Rewind the file position and skip one line.
except IOError as err:
old_data.seek(file_pos, os.SEEK_SET)
old_data.readline()
print err, " Skipping this line!"
if repos:
url = repos.getNextURL()
# Remove backup signal handlers.
# SIG_DFL is the standard signal handle for any signal.
signal.signal(signal.SIGTERM, signal.SIG_DFL)
signal.signal(signal.SIGINT, signal.SIG_DFL)
print "Done parsing old data."
if copy_only:
self.endExecution()
repos = None
try:
# Parsing finished or no backup file found. Start crawling new data.
if not fw:
# There was no backup file
fw = open(file_links, 'a')
if not url:
# We do not have a URL to start form yet.
# Start crawling from the beginning.
repos = self.nextCrawl(fw, _filter=_filter)
url = repos.getNextURL()
# Parse until ratelimit is reached.
while url:
# Crawl next page
repos = self.nextCrawl(fw, url=url, _filter=_filter)
url = repos.getNextURL()
fw.close()
except RatelimitExceededException:
self.endExecution()
def nextBackupCrawl(self, fh, repository_list,
copy_only=False, _filter=None):
"""
Get up-to-date data for already crawled repositories.
If 'copy_only' is specified, we only copy old data from
the backup file to not lose any already crawled data.
"""
result = None
if not copy_only:
# We do not want to simply copy the old data -
# check for an update.
print "Updating from: %s" % repository_list.getURL()
result = self.s.update(repository_list)
if result:
print "Found update!"
if _filter:
# Filter results
repository_list.filter(self.s, self.DEFAULT_REPO_FILTER)
self.datamanager.writeRepositoryList(fh, repository_list)
return result
def nextCrawl(self, fh, url=None, _filter=None):
"""
Crawl repositories from GitHub.
'url' is used to specify the next parse-URL.
"""
result = None
_format = "Crawling: %s"
# Setup visual feedback thread.
visual_feedback = visualCrawlingFeedback()
if url:
_format = _format % url
sys.stdout.write(_format + "\r")
sys.stdout.flush()
visual_feedback.setMsg(_format)
visual_feedback.start()
result = self.s.getRepos(url=url)
else:
_format = _format % "From beginning."
sys.stdout.write(_format + "\r")
sys.stdout.flush()
visual_feedback.setMsg(_format)
visual_feedback.start()
result = self.s.getRepos()
if _filter:
# Filter results
result.filter(self.s, _filter)
# Write new results from Github.
self.datamanager.writeRepositoryList(fh, result)
visual_feedback.stopFeedback()
print visual_feedback.getMsg() + "Saved to file."
return result
@staticmethod
def getKeyFromCrawlData(input_file, output_file,
keys=KEY_CLONE_URL):
"""
Extract the value for 'key' from every crawled repository in file
'input_file'.
Output is redirected into 'output_file'.
"""
DataManager.getKeysFromCrawlData(input_file, output_file, keys)
@staticmethod
def extractReposFiltered(input_file, output_file,
_filter=None):
"""
Extract any repository from 'input_file' that matches 'filter',
into 'output_file'.
"""
DataManager.extractReposFiltered(input_file, output_file, _filter)
def endExecution(self):
print "Ratelimit reached. Quitting..."
sys.exit()
def getNextURL(self, _dict, next_link=None):
"""
Find the URL in _dict and return it.
Empty string if it does not exist.
'next_link' can be used to specify an alternative if there is no
link in _dict.
"""
if self.KEY_NEXT_URL in _dict:
return _dict[self.KEY_NEXT_URL]
else:
if next_link:
return next_link
else:
return ""
def search(self, q="language:PHP", sort=None, order=None):
"""
Search GitHub for 'q'.
Any search is limited to 1000 results.
"""
# Could yield problems, because no deep copy is done.
# TODO: (maybe)
resp = r.get(self.addOAuth(self.LINK_SEARCH_API + "?q=" + q),
headers=self.HEADERS)
decoded = json.loads(resp.text)
for _dict in decoded["items"]:
print _dict["clone_url"]
return decoded
def getRateLimit(self):
return self.s.getRatelimit()
def addOAuth(self, url):
"""
Add the OAuth get-parameter to the specified 'url'.
"""
token_query = "access_token=" + self.OAUTH
if url.find('?') != -1:
url += "&" + token_query
else:
url += "?" + token_query
return url
### LEGACY CODE
### ~~~~~~~~~~~
def crawlSearchDays(self, start, end, q="langauge:PHP", sort=None, order=None):
"""
Crawl the clone urls for the search query 'q'.
However, the query will be modified to only show results of
a certain day.
This will be repeated until each day in [start, end] was queried.
Therefore, 'start' and 'end' have to be dates of format YYYY-MM-DD.
Some days may be skipped due to different length of months.
"""
# Check start and end format first.
r = re.compile('^[0-9]{4}-[0-9]{2}-[0-9]{2}$')
if not r.match(start) or not r.match(end):
# 'start' or 'end' have a wrong format.
print (
"'start' and 'end' are expected to be of format YYYY-MM-DD."
"'%s' and '%s' were given." % (start, end)
)
return -1
else:
# Parameters are ok, continue
pass
def crawlSearching(self, q="language:PHP", sort=None, order=None):
"""
Crawl the clone urls for the search query 'q'.
The response is split into 10 URLs with 100 repositories each.
"""
per_page = 100
page = 0
for page in range(1, 11):
resp = self.search(q + "&per_page=" + str(per_page) +
"&page=" + str(page))
# Check if the response was empty, so that we can reduce
# the load on the GitHub API servers.
if not resp["items"]:
break
