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customer_scraper.py
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import os
import csv
import time
import requests
import re
import threading
from dataclasses import dataclass, field
from typing import List, Dict, Generator, Optional
from dotenv import load_dotenv
from concurrent.futures import ThreadPoolExecutor, as_completed
load_dotenv()
GITHUB_API = "https://api.github.com"
@dataclass
class Lead:
email: str
github_username: str
name: str = ''
repository: str = ''
repo_description: str = ''
repo_stars: int = 0
repo_language: str = ''
company: str = ''
bio: str = ''
def to_row(self) -> Dict:
return {
'email': self.email,
'github_username': self.github_username,
'name': self.name,
'repository': self.repository,
'repo_description': self.repo_description,
'repo_stars': self.repo_stars,
'repo_language': self.repo_language,
'company': self.company,
'bio': self.bio
}
class CustomerScraper:
def __init__(self, token: Optional[str] = None, output_filename: str = 'leads.csv'):
# Only use environment token if no token parameter is explicitly provided
if token is None:
self.token = os.getenv('GITHUB_TOKEN')
else:
self.token = token
self.session = requests.Session()
if self.token:
self.session.headers.update({'Authorization': f'Bearer {self.token}'})
self.session.headers.update({'Accept': 'application/vnd.github+json'})
self.leads: Dict[str, Lead] = {}
self.last_error: Optional[str] = None
self.output_filename = output_filename
self.lock = threading.Lock()
# --------------- GitHub API Helpers ----------------
def search_repositories(self, query: str, per_page: int = 30) -> List[Dict]:
url = f"{GITHUB_API}/search/repositories"
params = {'q': query, 'sort': 'stars', 'order': 'desc', 'per_page': per_page}
try:
r = self.session.get(url, params=params, timeout=30)
if r.status_code == 401:
self.last_error = 'Unauthorized (bad or missing token)'
# If we have a token and it failed, try without authentication
if self.token:
print("Warning: Token authentication failed, trying without token...")
session_no_auth = requests.Session()
session_no_auth.headers.update({'Accept': 'application/vnd.github+json'})
r = session_no_auth.get(url, params=params, timeout=30)
if r.status_code == 200:
self.last_error = None
return r.json().get('items', [])
return []
if r.status_code == 403:
remaining = r.headers.get('X-RateLimit-Remaining')
if remaining == '0':
self.last_error = 'Rate limited (403). Wait before retry.'
else:
self.last_error = 'Forbidden (403). Possibly missing scopes or abuse detection).'
return []
if r.status_code >= 400:
try:
msg = r.json().get('message')
except Exception:
msg = r.text[:120]
self.last_error = f"HTTP {r.status_code}: {msg}"
return []
self.last_error = None
return r.json().get('items', [])
except requests.RequestException as e:
self.last_error = f"Request error: {e.__class__.__name__}"
return []
def get_user(self, username: str) -> Dict:
try:
r = self.session.get(f"{GITHUB_API}/users/{username}", timeout=20)
if r.status_code == 401 and self.token:
# Try without authentication if token fails
session_no_auth = requests.Session()
session_no_auth.headers.update({'Accept': 'application/vnd.github+json'})
r = session_no_auth.get(f"{GITHUB_API}/users/{username}", timeout=20)
if r.status_code == 404:
return {}
r.raise_for_status()
return r.json()
except requests.RequestException:
return {}
def get_commits_emails(self, full_name: str, max_pages: int = 1) -> List[Dict]:
emails = {}
for page in range(1, max_pages+1):
try:
r = self.session.get(f"{GITHUB_API}/repos/{full_name}/commits", params={'per_page': 100, 'page': page}, timeout=30)
if r.status_code == 401 and self.token:
# Try without authentication if token fails
session_no_auth = requests.Session()
session_no_auth.headers.update({'Accept': 'application/vnd.github+json'})
r = session_no_auth.get(f"{GITHUB_API}/repos/{full_name}/commits", params={'per_page': 100, 'page': page}, timeout=30)
if r.status_code >= 400:
break
commits = r.json()
if not commits:
break
for c in commits:
commit = c.get('commit', {}).get('author', {})
email = commit.get('email')
name = commit.get('name', '')
if email and self._valid_email(email) and not self._generic_email(email):
emails[email.lower()] = name
if 'next' not in r.links:
break
except requests.RequestException:
break
return [{'email': e, 'name': n} for e, n in emails.items()]
# --------------- Main Stream Scrape ---------------
def _process_repo(self, repo) -> List[Dict]:
events = []
full_name = repo.get('full_name')
owner_login = repo.get('owner', {}).get('login')
user = self.get_user(owner_login) if owner_login else {}
emails_found = self.get_commits_emails(full_name, max_pages=1)
primary_email = None
for em in emails_found:
primary_email = em
break
if not primary_email and user.get('email') and self._valid_email(user['email']) and not self._generic_email(user['email']):
primary_email = {'email': user['email'], 'name': user.get('name') or ''}
if primary_email:
email_lower = primary_email['email'].lower()
with self.lock:
if email_lower not in self.leads:
lead = Lead(
email=email_lower,
github_username=owner_login or '',
name=primary_email.get('name') or (user.get('name') or ''),
repository=full_name or '',
repo_description=repo.get('description') or '',
repo_stars=repo.get('stargazers_count', 0),
repo_language=repo.get('language') or '',
company=user.get('company') or '',
bio=user.get('bio') or ''
)
self.leads[email_lower] = lead
events.append({
'phase': 'lead_added',
'email': email_lower,
'repository': full_name,
'name': lead.name,
'repo_stars': lead.repo_stars,
'repo_language': lead.repo_language,
'company': lead.company,
'repo_description': lead.repo_description,
'github_username': lead.github_username,
'reasons': []
})
else:
events.append({
'phase': 'no_email',
'repository': full_name,
'reason': 'No commit or public email found'
})
return events
def stream_scrape(self, max_repos_per_query: int = 30, queries: Optional[List[str]] = None, concurrency: int = 5) -> Generator[Dict, None, None]:
if not queries:
yield {'phase': 'error', 'error': 'No queries supplied. Provide queries.'}
return
total_queries = len(queries)
yield {'phase': 'queries_received', 'queries': queries, 'total_queries': total_queries}
for idx, query in enumerate(queries, start=1):
yield {'phase': 'query_start', 'current_query': query, 'query_index': idx, 'total_queries': total_queries}
repos = self.search_repositories(query, per_page=max_repos_per_query)
if not repos:
yield {
'phase': 'query_empty',
'current_query': query,
'query_index': idx,
'reason': self.last_error or 'No repositories returned'
}
time.sleep(0.05)
continue
repos = repos[:max_repos_per_query]
repos_in_query = len(repos)
processed = 0
with ThreadPoolExecutor(max_workers=max(1, concurrency)) as executor:
future_map = {executor.submit(self._process_repo, repo): repo for repo in repos}
for fut in as_completed(future_map):
try:
events = fut.result()
for ev in events:
yield ev
except Exception as e:
yield {'phase': 'error', 'error': f'Repo task failed: {e.__class__.__name__}'}
processed += 1
yield {
'phase': 'progress',
'current_query': query,
'query_index': idx,
'total_queries': total_queries,
'repos_processed_in_query': processed,
'repos_in_query': repos_in_query,
'leads_total': len(self.leads)
}
time.sleep(0.05)
self._persist_leads()
yield {'phase': 'finished', 'leads_total': len(self.leads), 'file': self.output_filename}
# --------------- Persistence ---------------
def _persist_leads(self):
if not self.leads:
return
root = os.path.dirname(os.path.abspath(__file__))
out_path = os.path.join(root, self.output_filename)
headers = ['email','github_username','name','repository','repo_description','repo_stars','repo_language','company','bio']
with open(out_path, 'w', newline='', encoding='utf-8') as f:
writer = csv.DictWriter(f, fieldnames=headers)
writer.writeheader()
for lead in self.leads.values():
writer.writerow(lead.to_row())
# --------------- Helpers ---------------
def _valid_email(self, email: str) -> bool:
if not email or 'noreply' in email or email.endswith('.local'):
return False
return re.match(r"[^@]+@[^@]+\.[^@]+", email) is not None
def _generic_email(self, email: str) -> bool:
prefix = email.split('@')[0]
return prefix in {'support','info','contact','sales'}
# Convenience function for route
def stream_customer_scrape(params: Dict) -> Generator[Dict, None, None]:
output_filename = params.get('output_filename', 'leads.csv')
scraper = CustomerScraper(token=params.get('token'), output_filename=output_filename)
max_repos_per_query = int(params.get('max_repos_per_query', 30))
concurrency = int(params.get('concurrency', 5))
raw_queries: List[str] = []
if 'queries' in params and isinstance(params['queries'], list):
raw_queries.extend([q for q in params['queries'] if q])
if 'queries_raw' in params and isinstance(params['queries_raw'], str):
for piece in re.split(r'[\n;]+', params['queries_raw']):
piece = piece.strip()
if piece:
raw_queries.append(piece)
seen = set(); final_queries = []
for q in raw_queries:
if q not in seen:
seen.add(q); final_queries.append(q)
for update in scraper.stream_scrape(max_repos_per_query=max_repos_per_query, queries=final_queries, concurrency=concurrency):
yield update