Files
DocsGPT/application/parser/remote/github_loader.py

159 lines
6.5 KiB
Python

import base64
import requests
import time
from typing import List, Optional
from application.parser.remote.base import BaseRemote
from application.parser.schema.base import Document
import mimetypes
from application.core.settings import settings
class GitHubLoader(BaseRemote):
def __init__(self):
self.access_token = settings.GITHUB_ACCESS_TOKEN
self.headers = {
"Authorization": f"token {self.access_token}",
"Accept": "application/vnd.github.v3+json"
} if self.access_token else {
"Accept": "application/vnd.github.v3+json"
}
return
def is_text_file(self, file_path: str) -> bool:
"""Determine if a file is a text file based on extension."""
# Common text file extensions
text_extensions = {
'.txt', '.md', '.markdown', '.rst', '.json', '.xml', '.yaml', '.yml',
'.py', '.js', '.ts', '.jsx', '.tsx', '.java', '.c', '.cpp', '.h', '.hpp',
'.cs', '.go', '.rs', '.rb', '.php', '.swift', '.kt', '.scala',
'.html', '.css', '.scss', '.sass', '.less',
'.sh', '.bash', '.zsh', '.fish',
'.sql', '.r', '.m', '.mat',
'.ini', '.cfg', '.conf', '.config', '.env',
'.gitignore', '.dockerignore', '.editorconfig',
'.log', '.csv', '.tsv'
}
# Get file extension
file_lower = file_path.lower()
for ext in text_extensions:
if file_lower.endswith(ext):
return True
# Also check MIME type
mime_type, _ = mimetypes.guess_type(file_path)
if mime_type and (mime_type.startswith("text") or mime_type in ["application/json", "application/xml"]):
return True
return False
def fetch_file_content(self, repo_url: str, file_path: str) -> Optional[str]:
"""Fetch file content. Returns None if file should be skipped (binary files or empty files)."""
url = f"https://api.github.com/repos/{repo_url}/contents/{file_path}"
response = self._make_request(url)
content = response.json()
if content.get("encoding") == "base64":
if self.is_text_file(file_path): # Handle only text files
try:
decoded_content = base64.b64decode(content["content"]).decode("utf-8").strip()
# Skip empty files
if not decoded_content:
return None
return decoded_content
except Exception:
# If decoding fails, it's probably a binary file
return None
else:
# Skip binary files by returning None
return None
else:
file_content = content['content'].strip()
# Skip empty files
if not file_content:
return None
return file_content
def _make_request(self, url: str, max_retries: int = 3) -> requests.Response:
"""Make a request with retry logic for rate limiting"""
for attempt in range(max_retries):
response = requests.get(url, headers=self.headers)
if response.status_code == 200:
return response
elif response.status_code == 403:
# Check if it's a rate limit issue
try:
error_data = response.json()
error_msg = error_data.get("message", "")
# Check rate limit headers
remaining = response.headers.get("X-RateLimit-Remaining", "unknown")
reset_time = response.headers.get("X-RateLimit-Reset", "unknown")
print(f"GitHub API 403 Error: {error_msg}")
print(f"Rate limit remaining: {remaining}, Reset time: {reset_time}")
if "rate limit" in error_msg.lower():
if attempt < max_retries - 1:
wait_time = 2 ** attempt # Exponential backoff
print(f"Rate limit hit, waiting {wait_time} seconds before retry...")
time.sleep(wait_time)
continue
# Provide helpful error message
if remaining == "0":
raise Exception(f"GitHub API rate limit exceeded. Please set GITHUB_ACCESS_TOKEN environment variable. Reset time: {reset_time}")
else:
raise Exception(f"GitHub API error: {error_msg}. This may require authentication - set GITHUB_ACCESS_TOKEN environment variable.")
except Exception as e:
if isinstance(e, Exception) and "GitHub API" in str(e):
raise
# If we can't parse the response, raise the original error
response.raise_for_status()
else:
response.raise_for_status()
return response
def fetch_repo_files(self, repo_url: str, path: str = "") -> List[str]:
url = f"https://api.github.com/repos/{repo_url}/contents/{path}"
response = self._make_request(url)
contents = response.json()
# Handle error responses from GitHub API
if isinstance(contents, dict) and "message" in contents:
raise Exception(f"GitHub API error: {contents.get('message')}")
# Ensure contents is a list
if not isinstance(contents, list):
raise TypeError(f"Expected list from GitHub API, got {type(contents).__name__}: {contents}")
files = []
for item in contents:
if item["type"] == "file":
files.append(item["path"])
elif item["type"] == "dir":
files.extend(self.fetch_repo_files(repo_url, item["path"]))
return files
def load_data(self, repo_url: str) -> List[Document]:
repo_name = repo_url.split("github.com/")[-1]
files = self.fetch_repo_files(repo_name)
documents = []
for file_path in files:
content = self.fetch_file_content(repo_name, file_path)
# Skip binary files (content is None)
if content is None:
continue
documents.append(Document(
text=content,
doc_id=file_path,
extra_info={
"title": file_path,
"source": f"https://github.com/{repo_name}/blob/main/{file_path}"
}
))
return documents