镜像自地址
https://github.com/binary-husky/gpt_academic.git
已同步 2025-12-06 22:46:48 +00:00
Master 4.0 (#2210)
* stage academic conversation * stage document conversation * fix buggy gradio version * file dynamic load * merge more academic plugins * accelerate nltk * feat: 为predict函数添加文件和URL读取功能 - 添加URL检测和网页内容提取功能，支持自动提取网页文本 - 添加文件路径识别和文件内容读取功能，支持private_upload路径格式 - 集成WebTextExtractor处理网页内容提取 - 集成TextContentLoader处理本地文件读取 - 支持文件路径与问题组合的智能处理 * back * block unstable --------- Co-authored-by: XiaoBoAI <liuboyin2019@ia.ac.cn>
这个提交包含在：
binary-husky
@@ -0,0 +1,698 @@
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import aiohttp
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import asyncio
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import base64
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import json
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import random
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from datetime import datetime
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from typing import List, Dict, Optional, Union, Any
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class GitHubSource:
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"""GitHub API实现"""
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# 默认API密钥列表 - 可以放置多个GitHub令牌
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API_KEYS = [
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"github_pat_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
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"github_pat_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
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]
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def __init__(self, api_key: Optional[Union[str, List[str]]] = None):
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"""初始化GitHub API客户端
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Args:
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api_key: GitHub个人访问令牌或令牌列表
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"""
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if api_key is None:
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self.api_keys = self.API_KEYS
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elif isinstance(api_key, str):
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self.api_keys = [api_key]
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else:
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self.api_keys = api_key
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self._initialize()
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def _initialize(self) -> None:
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"""初始化客户端，设置默认参数"""
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self.base_url = "https://api.github.com"
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self.headers = {
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"Accept": "application/vnd.github+json",
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"X-GitHub-Api-Version": "2022-11-28",
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"User-Agent": "GitHub-API-Python-Client"
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}
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# 如果有可用的API密钥，随机选择一个
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if self.api_keys:
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selected_key = random.choice(self.api_keys)
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self.headers["Authorization"] = f"Bearer {selected_key}"
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print(f"已随机选择API密钥进行认证")
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else:
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print("警告: 未提供API密钥，将受到GitHub API请求限制")
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async def _request(self, method: str, endpoint: str, params: Dict = None, data: Dict = None) -> Any:
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"""发送API请求
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Args:
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method: HTTP方法 (GET, POST, PUT, DELETE等)
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endpoint: API端点
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params: URL参数
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data: 请求体数据
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Returns:
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解析后的响应JSON
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"""
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async with aiohttp.ClientSession(headers=self.headers) as session:
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url = f"{self.base_url}{endpoint}"
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# 为调试目的打印请求信息
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print(f"请求: {method} {url}")
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if params:
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print(f"参数: {params}")
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# 发送请求
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request_kwargs = {}
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if params:
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request_kwargs["params"] = params
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if data:
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request_kwargs["json"] = data
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async with session.request(method, url, **request_kwargs) as response:
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response_text = await response.text()
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# 检查HTTP状态码
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if response.status >= 400:
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print(f"API请求失败: HTTP {response.status}")
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print(f"响应内容: {response_text}")
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return None
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# 解析JSON响应
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try:
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return json.loads(response_text)
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except json.JSONDecodeError:
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print(f"JSON解析错误: {response_text}")
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return None
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# ===== 用户相关方法 =====
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async def get_user(self, username: Optional[str] = None) -> Dict:
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"""获取用户信息
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Args:
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username: 指定用户名，不指定则获取当前授权用户
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Returns:
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用户信息字典
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"""
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endpoint = "/user" if username is None else f"/users/{username}"
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return await self._request("GET", endpoint)
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async def get_user_repos(self, username: Optional[str] = None, sort: str = "updated",
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direction: str = "desc", per_page: int = 30, page: int = 1) -> List[Dict]:
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"""获取用户的仓库列表
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Args:
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username: 指定用户名，不指定则获取当前授权用户
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sort: 排序方式 (created, updated, pushed, full_name)
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direction: 排序方向 (asc, desc)
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per_page: 每页结果数量
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page: 页码
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Returns:
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仓库列表
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"""
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endpoint = "/user/repos" if username is None else f"/users/{username}/repos"
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params = {
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"sort": sort,
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"direction": direction,
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"per_page": per_page,
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"page": page
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}
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return await self._request("GET", endpoint, params=params)
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async def get_user_starred(self, username: Optional[str] = None,
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per_page: int = 30, page: int = 1) -> List[Dict]:
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"""获取用户星标的仓库
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Args:
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username: 指定用户名，不指定则获取当前授权用户
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per_page: 每页结果数量
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page: 页码
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Returns:
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星标仓库列表
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"""
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endpoint = "/user/starred" if username is None else f"/users/{username}/starred"
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params = {
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"per_page": per_page,
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"page": page
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}
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return await self._request("GET", endpoint, params=params)
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# ===== 仓库相关方法 =====
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async def get_repo(self, owner: str, repo: str) -> Dict:
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"""获取仓库信息
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Args:
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owner: 仓库所有者
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repo: 仓库名
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Returns:
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仓库信息
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"""
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endpoint = f"/repos/{owner}/{repo}"
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return await self._request("GET", endpoint)
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async def get_repo_branches(self, owner: str, repo: str, per_page: int = 30, page: int = 1) -> List[Dict]:
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"""获取仓库的分支列表
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Args:
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owner: 仓库所有者
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repo: 仓库名
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per_page: 每页结果数量
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page: 页码
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Returns:
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分支列表
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"""
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endpoint = f"/repos/{owner}/{repo}/branches"
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params = {
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"per_page": per_page,
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"page": page
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}
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return await self._request("GET", endpoint, params=params)
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async def get_repo_commits(self, owner: str, repo: str, sha: Optional[str] = None,
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path: Optional[str] = None, per_page: int = 30, page: int = 1) -> List[Dict]:
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"""获取仓库的提交历史
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Args:
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owner: 仓库所有者
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repo: 仓库名
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sha: 特定提交SHA或分支名
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path: 文件路径筛选
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per_page: 每页结果数量
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page: 页码
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Returns:
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提交列表
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"""
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endpoint = f"/repos/{owner}/{repo}/commits"
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params = {
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"per_page": per_page,
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"page": page
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}
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if sha:
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params["sha"] = sha
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if path:
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params["path"] = path
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return await self._request("GET", endpoint, params=params)
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async def get_commit_details(self, owner: str, repo: str, commit_sha: str) -> Dict:
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"""获取特定提交的详情
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Args:
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owner: 仓库所有者
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repo: 仓库名
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commit_sha: 提交SHA
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Returns:
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提交详情
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"""
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endpoint = f"/repos/{owner}/{repo}/commits/{commit_sha}"
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return await self._request("GET", endpoint)
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# ===== 内容相关方法 =====
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async def get_file_content(self, owner: str, repo: str, path: str, ref: Optional[str] = None) -> Dict:
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"""获取文件内容
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Args:
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owner: 仓库所有者
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repo: 仓库名
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path: 文件路径
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ref: 分支名、标签名或提交SHA
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Returns:
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文件内容信息
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"""
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endpoint = f"/repos/{owner}/{repo}/contents/{path}"
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params = {}
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if ref:
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params["ref"] = ref
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response = await self._request("GET", endpoint, params=params)
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if response and isinstance(response, dict) and "content" in response:
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try:
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# 解码Base64编码的文件内容
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content = base64.b64decode(response["content"].encode()).decode()
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response["decoded_content"] = content
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except Exception as e:
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print(f"解码文件内容时出错: {str(e)}")
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return response
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async def get_directory_content(self, owner: str, repo: str, path: str, ref: Optional[str] = None) -> List[Dict]:
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"""获取目录内容
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Args:
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owner: 仓库所有者
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repo: 仓库名
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path: 目录路径
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ref: 分支名、标签名或提交SHA
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Returns:
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目录内容列表
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"""
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# 注意：此方法与get_file_content使用相同的端点，但对于目录会返回列表
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endpoint = f"/repos/{owner}/{repo}/contents/{path}"
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params = {}
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if ref:
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params["ref"] = ref
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return await self._request("GET", endpoint, params=params)
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# ===== Issues相关方法 =====
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async def get_issues(self, owner: str, repo: str, state: str = "open",
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sort: str = "created", direction: str = "desc",
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per_page: int = 30, page: int = 1) -> List[Dict]:
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"""获取仓库的Issues列表
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Args:
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owner: 仓库所有者
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repo: 仓库名
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state: Issue状态 (open, closed, all)
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sort: 排序方式 (created, updated, comments)
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direction: 排序方向 (asc, desc)
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per_page: 每页结果数量
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page: 页码
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Returns:
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Issues列表
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"""
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endpoint = f"/repos/{owner}/{repo}/issues"
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params = {
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"state": state,
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"sort": sort,
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"direction": direction,
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"per_page": per_page,
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"page": page
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}
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return await self._request("GET", endpoint, params=params)
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async def get_issue(self, owner: str, repo: str, issue_number: int) -> Dict:
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"""获取特定Issue的详情
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Args:
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owner: 仓库所有者
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repo: 仓库名
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issue_number: Issue编号
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Returns:
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Issue详情
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"""
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endpoint = f"/repos/{owner}/{repo}/issues/{issue_number}"
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return await self._request("GET", endpoint)
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async def get_issue_comments(self, owner: str, repo: str, issue_number: int) -> List[Dict]:
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"""获取Issue的评论
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Args:
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owner: 仓库所有者
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repo: 仓库名
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issue_number: Issue编号
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Returns:
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评论列表
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"""
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endpoint = f"/repos/{owner}/{repo}/issues/{issue_number}/comments"
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return await self._request("GET", endpoint)
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# ===== Pull Requests相关方法 =====
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async def get_pull_requests(self, owner: str, repo: str, state: str = "open",
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sort: str = "created", direction: str = "desc",
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per_page: int = 30, page: int = 1) -> List[Dict]:
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"""获取仓库的Pull Request列表
|
||||
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||||
Args:
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owner: 仓库所有者
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repo: 仓库名
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state: PR状态 (open, closed, all)
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sort: 排序方式 (created, updated, popularity, long-running)
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direction: 排序方向 (asc, desc)
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per_page: 每页结果数量
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page: 页码
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||||
Returns:
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Pull Request列表
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"""
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endpoint = f"/repos/{owner}/{repo}/pulls"
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params = {
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"state": state,
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"sort": sort,
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"direction": direction,
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"per_page": per_page,
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"page": page
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}
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return await self._request("GET", endpoint, params=params)
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async def get_pull_request(self, owner: str, repo: str, pr_number: int) -> Dict:
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"""获取特定Pull Request的详情
|
||||
|
||||
Args:
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owner: 仓库所有者
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||||
repo: 仓库名
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pr_number: Pull Request编号
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||||
Returns:
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Pull Request详情
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||||
"""
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endpoint = f"/repos/{owner}/{repo}/pulls/{pr_number}"
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return await self._request("GET", endpoint)
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async def get_pull_request_files(self, owner: str, repo: str, pr_number: int) -> List[Dict]:
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"""获取Pull Request中修改的文件
|
||||
|
||||
Args:
|
||||
owner: 仓库所有者
|
||||
repo: 仓库名
|
||||
pr_number: Pull Request编号
|
||||
|
||||
Returns:
|
||||
修改文件列表
|
||||
"""
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||||
endpoint = f"/repos/{owner}/{repo}/pulls/{pr_number}/files"
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||||
return await self._request("GET", endpoint)
|
||||
|
||||
# ===== 搜索相关方法 =====
|
||||
|
||||
async def search_repositories(self, query: str, sort: str = "stars",
|
||||
order: str = "desc", per_page: int = 30, page: int = 1) -> Dict:
|
||||
"""搜索仓库
|
||||
|
||||
Args:
|
||||
query: 搜索关键词
|
||||
sort: 排序方式 (stars, forks, updated)
|
||||
order: 排序顺序 (asc, desc)
|
||||
per_page: 每页结果数量
|
||||
page: 页码
|
||||
|
||||
Returns:
|
||||
搜索结果
|
||||
"""
|
||||
endpoint = "/search/repositories"
|
||||
params = {
|
||||
"q": query,
|
||||
"sort": sort,
|
||||
"order": order,
|
||||
"per_page": per_page,
|
||||
"page": page
|
||||
}
|
||||
return await self._request("GET", endpoint, params=params)
|
||||
|
||||
async def search_code(self, query: str, sort: str = "indexed",
|
||||
order: str = "desc", per_page: int = 30, page: int = 1) -> Dict:
|
||||
"""搜索代码
|
||||
|
||||
Args:
|
||||
query: 搜索关键词
|
||||
sort: 排序方式 (indexed)
|
||||
order: 排序顺序 (asc, desc)
|
||||
per_page: 每页结果数量
|
||||
page: 页码
|
||||
|
||||
Returns:
|
||||
搜索结果
|
||||
"""
|
||||
endpoint = "/search/code"
|
||||
params = {
|
||||
"q": query,
|
||||
"sort": sort,
|
||||
"order": order,
|
||||
"per_page": per_page,
|
||||
"page": page
|
||||
}
|
||||
return await self._request("GET", endpoint, params=params)
|
||||
|
||||
async def search_issues(self, query: str, sort: str = "created",
|
||||
order: str = "desc", per_page: int = 30, page: int = 1) -> Dict:
|
||||
"""搜索Issues和Pull Requests
|
||||
|
||||
Args:
|
||||
query: 搜索关键词
|
||||
sort: 排序方式 (created, updated, comments)
|
||||
order: 排序顺序 (asc, desc)
|
||||
per_page: 每页结果数量
|
||||
page: 页码
|
||||
|
||||
Returns:
|
||||
搜索结果
|
||||
"""
|
||||
endpoint = "/search/issues"
|
||||
params = {
|
||||
"q": query,
|
||||
"sort": sort,
|
||||
"order": order,
|
||||
"per_page": per_page,
|
||||
"page": page
|
||||
}
|
||||
return await self._request("GET", endpoint, params=params)
|
||||
|
||||
async def search_users(self, query: str, sort: str = "followers",
|
||||
order: str = "desc", per_page: int = 30, page: int = 1) -> Dict:
|
||||
"""搜索用户
|
||||
|
||||
Args:
|
||||
query: 搜索关键词
|
||||
sort: 排序方式 (followers, repositories, joined)
|
||||
order: 排序顺序 (asc, desc)
|
||||
per_page: 每页结果数量
|
||||
page: 页码
|
||||
|
||||
Returns:
|
||||
搜索结果
|
||||
"""
|
||||
endpoint = "/search/users"
|
||||
params = {
|
||||
"q": query,
|
||||
"sort": sort,
|
||||
"order": order,
|
||||
"per_page": per_page,
|
||||
"page": page
|
||||
}
|
||||
return await self._request("GET", endpoint, params=params)
|
||||
|
||||
# ===== 组织相关方法 =====
|
||||
|
||||
async def get_organization(self, org: str) -> Dict:
|
||||
"""获取组织信息
|
||||
|
||||
Args:
|
||||
org: 组织名称
|
||||
|
||||
Returns:
|
||||
组织信息
|
||||
"""
|
||||
endpoint = f"/orgs/{org}"
|
||||
return await self._request("GET", endpoint)
|
||||
|
||||
async def get_organization_repos(self, org: str, type: str = "all",
|
||||
sort: str = "created", direction: str = "desc",
|
||||
per_page: int = 30, page: int = 1) -> List[Dict]:
|
||||
"""获取组织的仓库列表
|
||||
|
||||
Args:
|
||||
org: 组织名称
|
||||
type: 仓库类型 (all, public, private, forks, sources, member, internal)
|
||||
sort: 排序方式 (created, updated, pushed, full_name)
|
||||
direction: 排序方向 (asc, desc)
|
||||
per_page: 每页结果数量
|
||||
page: 页码
|
||||
|
||||
Returns:
|
||||
仓库列表
|
||||
"""
|
||||
endpoint = f"/orgs/{org}/repos"
|
||||
params = {
|
||||
"type": type,
|
||||
"sort": sort,
|
||||
"direction": direction,
|
||||
"per_page": per_page,
|
||||
"page": page
|
||||
}
|
||||
return await self._request("GET", endpoint, params=params)
|
||||
|
||||
async def get_organization_members(self, org: str, per_page: int = 30, page: int = 1) -> List[Dict]:
|
||||
"""获取组织成员列表
|
||||
|
||||
Args:
|
||||
org: 组织名称
|
||||
per_page: 每页结果数量
|
||||
page: 页码
|
||||
|
||||
Returns:
|
||||
成员列表
|
||||
"""
|
||||
endpoint = f"/orgs/{org}/members"
|
||||
params = {
|
||||
"per_page": per_page,
|
||||
"page": page
|
||||
}
|
||||
return await self._request("GET", endpoint, params=params)
|
||||
|
||||
# ===== 更复杂的操作 =====
|
||||
|
||||
async def get_repository_languages(self, owner: str, repo: str) -> Dict:
|
||||
"""获取仓库使用的编程语言及其比例
|
||||
|
||||
Args:
|
||||
owner: 仓库所有者
|
||||
repo: 仓库名
|
||||
|
||||
Returns:
|
||||
语言使用情况
|
||||
"""
|
||||
endpoint = f"/repos/{owner}/{repo}/languages"
|
||||
return await self._request("GET", endpoint)
|
||||
|
||||
async def get_repository_stats_contributors(self, owner: str, repo: str) -> List[Dict]:
|
||||
"""获取仓库的贡献者统计
|
||||
|
||||
Args:
|
||||
owner: 仓库所有者
|
||||
repo: 仓库名
|
||||
|
||||
Returns:
|
||||
贡献者统计信息
|
||||
"""
|
||||
endpoint = f"/repos/{owner}/{repo}/stats/contributors"
|
||||
return await self._request("GET", endpoint)
|
||||
|
||||
async def get_repository_stats_commit_activity(self, owner: str, repo: str) -> List[Dict]:
|
||||
"""获取仓库的提交活动
|
||||
|
||||
Args:
|
||||
owner: 仓库所有者
|
||||
repo: 仓库名
|
||||
|
||||
Returns:
|
||||
提交活动统计
|
||||
"""
|
||||
endpoint = f"/repos/{owner}/{repo}/stats/commit_activity"
|
||||
return await self._request("GET", endpoint)
|
||||
|
||||
async def example_usage():
|
||||
"""GitHubSource使用示例"""
|
||||
# 创建客户端实例（可选传入API令牌）
|
||||
# github = GitHubSource(api_key="your_github_token")
|
||||
github = GitHubSource()
|
||||
|
||||
try:
|
||||
# 示例1：搜索热门Python仓库
|
||||
print("\n=== 示例1：搜索热门Python仓库 ===")
|
||||
repos = await github.search_repositories(
|
||||
query="language:python stars:>1000",
|
||||
sort="stars",
|
||||
order="desc",
|
||||
per_page=5
|
||||
)
|
||||
|
||||
if repos and "items" in repos:
|
||||
for i, repo in enumerate(repos["items"], 1):
|
||||
print(f"\n--- 仓库 {i} ---")
|
||||
print(f"名称: {repo['full_name']}")
|
||||
print(f"描述: {repo['description']}")
|
||||
print(f"星标数: {repo['stargazers_count']}")
|
||||
print(f"Fork数: {repo['forks_count']}")
|
||||
print(f"最近更新: {repo['updated_at']}")
|
||||
print(f"URL: {repo['html_url']}")
|
||||
|
||||
# 示例2：获取特定仓库的详情
|
||||
print("\n=== 示例2：获取特定仓库的详情 ===")
|
||||
repo_details = await github.get_repo("microsoft", "vscode")
|
||||
if repo_details:
|
||||
print(f"名称: {repo_details['full_name']}")
|
||||
print(f"描述: {repo_details['description']}")
|
||||
print(f"星标数: {repo_details['stargazers_count']}")
|
||||
print(f"Fork数: {repo_details['forks_count']}")
|
||||
print(f"默认分支: {repo_details['default_branch']}")
|
||||
print(f"开源许可: {repo_details.get('license', {}).get('name', '无')}")
|
||||
print(f"语言: {repo_details['language']}")
|
||||
print(f"Open Issues数: {repo_details['open_issues_count']}")
|
||||
|
||||
# 示例3：获取仓库的提交历史
|
||||
print("\n=== 示例3：获取仓库的最近提交 ===")
|
||||
commits = await github.get_repo_commits("tensorflow", "tensorflow", per_page=5)
|
||||
if commits:
|
||||
for i, commit in enumerate(commits, 1):
|
||||
print(f"\n--- 提交 {i} ---")
|
||||
print(f"SHA: {commit['sha'][:7]}")
|
||||
print(f"作者: {commit['commit']['author']['name']}")
|
||||
print(f"日期: {commit['commit']['author']['date']}")
|
||||
print(f"消息: {commit['commit']['message'].splitlines()[0]}")
|
||||
|
||||
# 示例4：搜索代码
|
||||
print("\n=== 示例4：搜索代码 ===")
|
||||
code_results = await github.search_code(
|
||||
query="filename:README.md language:markdown pytorch in:file",
|
||||
per_page=3
|
||||
)
|
||||
if code_results and "items" in code_results:
|
||||
print(f"共找到: {code_results['total_count']} 个结果")
|
||||
for i, item in enumerate(code_results["items"], 1):
|
||||
print(f"\n--- 代码 {i} ---")
|
||||
print(f"仓库: {item['repository']['full_name']}")
|
||||
print(f"文件: {item['path']}")
|
||||
print(f"URL: {item['html_url']}")
|
||||
|
||||
# 示例5：获取文件内容
|
||||
print("\n=== 示例5：获取文件内容 ===")
|
||||
file_content = await github.get_file_content("python", "cpython", "README.rst")
|
||||
if file_content and "decoded_content" in file_content:
|
||||
content = file_content["decoded_content"]
|
||||
print(f"文件名: {file_content['name']}")
|
||||
print(f"大小: {file_content['size']} 字节")
|
||||
print(f"内容预览: {content[:200]}...")
|
||||
|
||||
# 示例6：获取仓库使用的编程语言
|
||||
print("\n=== 示例6：获取仓库使用的编程语言 ===")
|
||||
languages = await github.get_repository_languages("facebook", "react")
|
||||
if languages:
|
||||
print(f"React仓库使用的编程语言:")
|
||||
for lang, bytes_of_code in languages.items():
|
||||
print(f"- {lang}: {bytes_of_code} 字节")
|
||||
|
||||
# 示例7：获取组织信息
|
||||
print("\n=== 示例7：获取组织信息 ===")
|
||||
org_info = await github.get_organization("google")
|
||||
if org_info:
|
||||
print(f"名称: {org_info['name']}")
|
||||
print(f"描述: {org_info.get('description', '无')}")
|
||||
print(f"位置: {org_info.get('location', '未指定')}")
|
||||
print(f"公共仓库数: {org_info['public_repos']}")
|
||||
print(f"成员数: {org_info.get('public_members', 0)}")
|
||||
print(f"URL: {org_info['html_url']}")
|
||||
|
||||
# 示例8：获取用户信息
|
||||
print("\n=== 示例8：获取用户信息 ===")
|
||||
user_info = await github.get_user("torvalds")
|
||||
if user_info:
|
||||
print(f"名称: {user_info['name']}")
|
||||
print(f"公司: {user_info.get('company', '无')}")
|
||||
print(f"博客: {user_info.get('blog', '无')}")
|
||||
print(f"位置: {user_info.get('location', '未指定')}")
|
||||
print(f"公共仓库数: {user_info['public_repos']}")
|
||||
print(f"关注者数: {user_info['followers']}")
|
||||
print(f"URL: {user_info['html_url']}")
|
||||
|
||||
except Exception as e:
|
||||
print(f"发生错误: {str(e)}")
|
||||
import traceback
|
||||
print(traceback.format_exc())
|
||||
|
||||
if __name__ == "__main__":
|
||||
import asyncio
|
||||
|
||||
# 运行示例
|
||||
asyncio.run(example_usage())
|
||||
在新工单中引用
屏蔽一个用户