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updates + backing up readme data

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This commit is contained in:
Matthew Gaughan 2024-03-18 17:40:39 -05:00
parent 22347dc58e
commit a342c2a67f
3 changed files with 2878 additions and 2 deletions
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177
contrib_data_get.py Normal file
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@ -0,0 +1,177 @@
import csv
from perceval.backends.core.git import Git
import os
import datetime as dt
import time
import shutil
import pandas as pd
import dateutil
from tqdm import tqdm
import math
key = os.environ.get('KKEXKEY')
early_cutoff = dt.datetime(2008,2, 8)
temp_dir = "/data/users/mgaughan/tmp/"
'''
- rate of change, rate of all/day
'''
def file_get_pr(upstream_vcs_link, me_read):
# if we're looking at readmes me_read is true and if not, if we're looking at contributing files, it's false
#this is the window of days on either side of the event that we're looking at
window = 182
#print(upstream_vcs_link.split('/')[4])
project_dict = {}
project_dict['upstream_vcs_link'] = upstream_vcs_link
upstream_vcs_link = upstream_vcs_link.strip()
if "github" in upstream_vcs_link or "gitlab" in upstream_vcs_link:
#making an evaluation that sub branches aren't being used and that people would fork if needed
#this only looks at main
upstream_vcs_link = "/".join(upstream_vcs_link.split("/")[0:5])
print(upstream_vcs_link)
full_temp_path = temp_dir + upstream_vcs_link.split('/')[4] + ".git"
else:
full_temp_path = temp_dir + upstream_vcs_link.split('/')[- 1] + ".git"
print(upstream_vcs_link)
if upstream_vcs_link == "https://gitlab.com/ubports/core" or upstream_vcs_link == "https://gitlab.freedesktop.org/xorg/lib":
shutil.rmtree(full_temp_path, ignore_errors=True)
return {}
repo = Git(uri=upstream_vcs_link, gitpath=full_temp_path)
try:
commits = repo.fetch()
except:
print("perceval issue")
return
has_readme = False
has_contributing = False
merge_pre_rm, merge_post_rm, merge_pre_cont, merge_post_cont = 0, 0, 0, 0
#list of tuples which has date and whether it was a merge
commit_list = []
first_date_readme = ""
for commit in commits:
#print(commit['data'])
if "Merge" in commit['data'].keys():
commit_list.append([commit['data']['CommitDate'], True, commit['data']['Author'], commit['data']['Commit']])
if has_contributing:
merge_post_cont += 1
else:
merge_pre_cont += 1
else:
commit_list.append([commit['data']['CommitDate'], False, commit['data']['Author'], commit['data']['Commit']])
files = commit['data']['files']
#print(commit['data']['CommitDate'])
#print(type(dateutil.parser.parse(commit['data']['CommitDate'])))
for file in files:
if "CONTRIBUTING" in file['file'] and has_contributing == False:
has_contributing = True
first_date_contributing = dateutil.parser.parse(commit['data']['CommitDate'])
project_dict['contributing_commit_hash'] = commit['data']['commit']
if "README" in file['file'] and has_readme == False:
has_readme = True
first_date_readme = dateutil.parser.parse(commit['data']['CommitDate'])
#project_dict['readme_commit_hash'] = commit['data']['commit']
shutil.rmtree(full_temp_path, ignore_errors=True)
if first_date_readme == "":
return {}
if me_read:
project_dict['first_readme'] = first_date_readme
before_read = pr_count(first_date_readme+ dt.timedelta(days=-window, hours=0), first_date_readme, commit_list, [], [])
if before_read != None:
project_dict['before_allcom_read'] = before_read[0]
project_dict['before_mrg_read'] = before_read[1]
project_dict['before_auth_new'] = before_read[2]
project_dict['before_commit_new'] = before_read[3]
else:
return {}
after_read = pr_count(first_date_readme, first_date_readme + dt.timedelta(days=window, hours=0), commit_list, before_read[4], before_read[5])
if after_read != None:
project_dict['after_allcom_read'] = after_read[0]
project_dict['after_mrg_read'] = after_read[1]
project_dict['after_auth_new'] = after_read[2]
project_dict['after_commit_new'] = after_read[3]
else:
return {}
else:
project_dict['first_contributing'] = first_date_contributing
before_cont = pr_count(first_date_contributing + dt.timedelta(days=-window, hours=0), first_date_contributing, commit_list, [], [])
if before_cont != None:
project_dict['before_allcom_cont'] = before_cont[0]
project_dict['before_mrg_cont'] = before_cont[1]
project_dict['before_auth_new'] = before_cont[2]
project_dict['before_commit_new'] = before_cont[3]
else:
return {}
after_cont = pr_count(first_date_contributing, first_date_contributing + dt.timedelta(days=window, hours=0), commit_list, before_cont[4], before_cont[5])
if after_cont != None:
project_dict['after_allcom_cont'] = after_cont[0]
project_dict['after_mrg_cont'] = after_cont[1]
project_dict['after_auth_new'] = after_cont[2]
project_dict['after_commit_new'] = after_cont[3]
else:
return {}
print(project_dict)
return project_dict
#TODO: pr_count should return an array of values for weekly/6mo
def pr_count(start, end, commits, author_roster, commit_roster):
count = 0
merge_count = 0
by_week = [0] * 27
by_week_merge =[0] * 27
current_week = 0
new_authors = 0
new_committers = 0
for commit in tqdm(commits):
if dateutil.parser.parse(commit[0]) <= start:
if commit[2] not in author_roster:
author_roster.append(commit[2])
if commit[1] and commit[3] not in commit_roster:
commit_roster.append(commit[3])
if dateutil.parser.parse(commit[0]) > start:
if math.floor((dateutil.parser.parse(commit[0]) - start).days / 7) <= 26:
by_week[math.floor((dateutil.parser.parse(commit[0]) - start).days / 7)] += 1
if commit[1]:
by_week_merge[math.floor((dateutil.parser.parse(commit[0]) - start).days / 7)] += 1
if commit[3] not in commit_roster:
new_committers += 1
#remaining question of whether to make this the author of the merge commit[2] or the committer of the merge commit[3]
commit_roster.append(commit[3])
if commit[2] not in author_roster:
new_authors += 1
author_roster.append(commit[2])
if dateutil.parser.parse(commit[0]) > end:
print(len(by_week))
return [by_week, by_week_merge, new_authors, new_committers, author_roster, commit_roster]
def for_files():
csv_path = "final_data/deb_contribfile_roster.csv"
#csv_path = "final_data/deb_readme_roster.csv"
count = 0
with open(csv_path, 'r') as file:
csv_reader = csv.DictReader(file)
with open('kk_031624_contrib_did.csv', "w") as writing_file:
# this would also have to get switched fro the cont dataset
keys = ['upstream_vcs_link', "first_contributing", "contributing_commit_hash", "before_allcom_cont", "before_mrg_cont", "after_allcom_cont", "after_mrg_cont", 'before_auth_new', 'after_commit_new', 'after_auth_new', 'before_commit_new']
dict_writer = csv.DictWriter(writing_file, keys)
dict_writer.writeheader()
for row in csv_reader:
count += 1
print(row['upstream_vcs_link'])
# this would have to get switched to false for the cont dataset
try:
dict_row = file_get_pr(row['upstream_vcs_link'].strip(), False)
except:
dict_row = {}
dict_writer.writerow(dict_row)
if __name__ == "__main__":
for_files()
#file_get_pr("https://github.com/tqdm/tqdm", True)
#file_get_pr("https://github.com/GameServerManagers/LinuxGSM", True)
#file_get_pr("https://github.com/walling/unorm/issues/new/", True)
#file_get_pr("https://github.com/krahets/hello-algo/tree/dev1", True)

8
get_spec_file.py
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@ -49,15 +49,19 @@ def get_file(vcs_link, commit_hash, is_readme):
def for_all_files():
#toggle this based on readme or contributing files
readme_is = True
csv_path = "kk_test_031324_pr_did.csv"
csv_path = "kk_031624_pr_did.csv"
index = -1
with open(csv_path, 'r') as file:
#csv_reader = csv.DictReader(file)
lines = [line for line in file]
for row in tqdm(csv.reader(lines), total=len(lines)):
index += 1
if index == 0:
continue
if row[0] == "":
continue
#print(row[0])
#get_file(row[0], row[?], readme_is)
get_file(row[0], row[2], readme_is)
#get_file('https://github.com/tqdm/tqdm', 'fbe7952cce11e8073378b063bdae7ab277a96eb8', True)
if __name__ == "__main__":

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kk_031624_pr_did.csv Normal file
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