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commits_analysis.rb
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require 'csv'
require 'pry'
require './comment'
require 'to_regexp'
def analyse_commits(commits)
max_len = 0
len = commits.min_by(&:length).length
(1..len).each do |i|
str = commits.first[0..i]
differ = false
commits.each do |commit|
curr = commit[0..i]
unless curr == str
differ = true
break
end
end
# puts "Len = #{i}/#{len}, differ = #{differ}"
break if differ
max_len = i
end
n = commits.map { |commit| commit[0..max_len] }.uniq.count
# Make len=5 minimum to consider bot
n = 0 if n < 5
[max_len, max_len > 0 ? commits[0][0..max_len] : '']
end
def max_substring_analysis(commits)
# Try to be smart
every_nth_commit = 8
new_commits = []
commits.each_with_index do |commit, idx|
next if idx % every_nth_commit > 0
new_commits << commit
end
commits = new_commits
# Try to be smart here too
subs = {}
min_n = 10
max_n = 60
every_nth = 2
max_in_bucket = 300000
n_commits = commits.length
skipped_lens = {}
commits.each_with_index do |commit, idx|
puts "#{idx}/#{n_commits}" if idx % 1000 == 0
len = commit.length
len = max_n if len > max_n
(min_n..len).each do |clen|
if clen % every_nth > 0
skipped_lens[clen] = true
next
end
subs[clen] = {} unless subs.key?(clen)
iters = len - clen
(0..iters).each do |i|
ss = commit[i..i+clen]
subs[clen][ss] = true
end
end
end
lengths = subs.keys.map { |n| [n, subs[n].keys.length] }
key_lengths = subs.keys.map { |n| [n, subs[n].keys.length] }
keys = subs.keys.select { |n| subs[n].keys.length < max_in_bucket }.sort
puts "Will process keys: #{keys}"
p key_lengths
occ = {}
keys.each do |key|
puts "Processing key length: #{key}"
isubs = subs[key].keys.sort
n_subs = isubs.length
isubs.each_with_index do |sub, idx|
#hit = 0
#commits.each do |commit|
# hit += 1 if commit.include?(sub)
#end
hit = commits.count { |commit| commit.include?(sub) }
puts "#{idx}/#{n_subs}" if idx % 1000 == 0
occ[sub] = hit
end
end
arr = []
occ.each { |k,v| arr << [k, v] }
arr = arr.sort_by { |row| -row[1] }
end
def commits_analysis(fin, fcfg)
# arr[i][2].map { |row| row['name'] }.uniq
# arr[i][2].map { |row| row['email'] }.uniq
# arr[0][2].map { |row| "#{row['email']} #{row['name']}" }.uniq
# arr[i][2]
# skip emails, names, regexps
# skip_emails,skip_names,skip_regexps
skip_emails = {}
skip_names = {}
skip_regexps = {}
CSV.foreach(fcfg, headers: true) do |row|
next if is_comment row
h = row.to_h
emails = h['skip_emails']
names = h['skip_names']
regexps = h['skip_regexps']
emails.split(',').each { |email| skip_emails[email] = true }
names.split(',').each { |name| skip_names[name] = true }
regexps.split(';;;').each { |regexp| skip_regexps[regexp.to_regexp] = true }
end
skip_emails = skip_emails.keys.sort
skip_names = skip_names.keys.sort
skip_regexps = skip_regexps.keys
# email,name,hash,subject
authors = {}
emails = {}
names = {}
all_commits = []
nc = 0
CSV.foreach(fin, headers: true) do |row|
next if is_comment row
h = row.to_h
email = h['email']
name = h['name']
next unless email && name
emails[email] = true
names[name] = true
authors[email] = {} unless authors.key? email
authors[email][name] = [] unless authors[email].key? name
authors[email][name] << h
all_commits << h
nc += 1
end
emails = emails.keys.sort.uniq
names = names.keys.sort.uniq
# Exclude commit with format:
# Roll src/third_party/skia/ da4545bfc..3e7cddaf3 (1 commit)
# Update V8 to version 5.6.124.1 (cherry-pick).
# Update V8 to version 5.6.124.2
# Roll src/third_party/catapult/ 5592ae343..b367d4648 (3 commits)
# Roll src/third_party/pdfium/ 1629f609d..350d2d904 (1 commit)
puts "All commits: #{nc}"
arr = []
authors.each do |email, data|
# puts "email: #{email}, names: #{data.keys.count}"
commits = []
data.each do |name, comms|
# puts "name: #{email}, commits: #{comms.count}"
comms.each { |commit| commits << commit }
end
# puts "commits: #{commits.count}"
arr << [email, commits.count, commits]
end
arr = arr.sort_by { |row| -row[1] }
indices = []
arr.each_with_index do |row, idx|
commits = row[2].map { |commit| commit['subject'] }.sort.uniq
n_commits = commits.length
# Do not process commits if less than 5
next if n_commits < 5
n, str = analyse_commits commits
puts "##{idx},#{n},#{commits.length}: #{str}" if n > 0
indices << [idx, n, commits.length, str] if n > 0
end
# Filter by defined email/name/regexp
filtered_commits = []
skipped_commits = []
all_commits.each do |commit|
if skip_emails.include?(commit['email']) || skip_names.include?(commit['name'])
skipped_commits << commit
next
end
match_regexp = false
skip_regexps.each do |regexp|
match_regexp = true if commit['subject'].match(regexp)
end
if match_regexp
skipped_commits << commit
next
end
filtered_commits << commit
end
# Output
n_authors = filtered_commits.map { |commit| commit['email'] }.uniq.count
n_hashes = filtered_commits.map { |commit| commit['hash'] }.uniq.count
puts "After filtering: authors: #{n_authors}, commits: #{n_hashes}"
puts 'arr[0..20].map.with_index { |a,i| [i,a[0], a[1], a[2][0..20]] }'
puts 'all_commits.select { |c| c["subject"].downcase.strip.gsub(/[^a-z0-9 ]/, "").include?(occ_arr[0][0]) }.map { |c| c["subject"] }.uniq.sort'
# all_commits.select { |c| c['subject'].downcase.strip.gsub(/[^a-z0-9 ]/, '').include?('update v8 to version') }.map { |c| "#{c['email']}: #{c['subject'][0..50]}" }.uniq.sort
puts skip_regexps
#binding.pry
#occ_arr = max_substring_analysis all_commits.map { |commit| commit['subject'].downcase.strip.gsub(/[^a-z0-9 ]/, '') }.sort.uniq
binding.pry
end
if ARGV.size < 2
puts "Missing arguments: data/data_chromium_commits.csv map/skip_commits.csv"
exit(1)
end
commits_analysis(ARGV[0], ARGV[1])