使用 Python requests 获取 GitHub 仓库信息

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#Python #爬虫

使用 requests 库请求并解析 json,轻松获取 GitHub 上仓库的各种信息,并利用 .json() 方法优雅解析

实现

由于 GitHub 提供无需令牌支持的 API,我们可以直接访问以下网址来获取一个仓库的信息:

https://api.github.com/repos/{owner}/{repo}

这里以我的仓库为例,使用浏览器访问,可以看到返回的是一个仓库信息的元数据:

{
    "id": 802463574,
    "node_id": "R_kgDOL9SfVg",
    "name": "PyQt-SiliconUI",
    "full_name": "ChinaIceF/PyQt-SiliconUI",
    "private": false,
    "owner": {
        "login": "ChinaIceF",
        "id": 77963357,
        "node_id": "MDQ6VXNlcjc3OTYzMzU3",
        "avatar_url": "https://avatars.githubusercontent.com/u/77963357?v=4",
        "gravatar_id": "",
        "url": "https://api.github.com/users/ChinaIceF",
        "html_url": "https://github.com/ChinaIceF",
        "followers_url": "https://api.github.com/users/ChinaIceF/followers",
        "following_url": "https://api.github.com/users/ChinaIceF/following{/other_user}",
        "gists_url": "https://api.github.com/users/ChinaIceF/gists{/gist_id}",
        "starred_url": "https://api.github.com/users/ChinaIceF/starred{/owner}{/repo}",
        "subscriptions_url": "https://api.github.com/users/ChinaIceF/subscriptions",
        "organizations_url": "https://api.github.com/users/ChinaIceF/orgs",
        "repos_url": "https://api.github.com/users/ChinaIceF/repos",
        "events_url": "https://api.github.com/users/ChinaIceF/events{/privacy}",
        "received_events_url": "https://api.github.com/users/ChinaIceF/received_events",
        "type": "User",
        "site_admin": false
    },
    "html_url": "https://github.com/ChinaIceF/PyQt-SiliconUI",
    "description": "A powerful and artistic UI library based on PyQt5,基于 PyQt5 的UI框架,灵动、优雅而轻便",
    "fork": false,
    "url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI",
    "forks_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/forks",
    "keys_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/keys{/key_id}",
    "collaborators_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/collaborators{/collaborator}",
    "teams_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/teams",
    "hooks_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/hooks",
    "issue_events_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/issues/events{/number}",
    "events_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/events",
    "assignees_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/assignees{/user}",
    "branches_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/branches{/branch}",
    "tags_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/tags",
    "blobs_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/git/blobs{/sha}",
    "git_tags_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/git/tags{/sha}",
    "git_refs_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/git/refs{/sha}",
    "trees_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/git/trees{/sha}",
    "statuses_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/statuses/{sha}",
    "languages_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/languages",
    "stargazers_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/stargazers",
    "contributors_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/contributors",
    "subscribers_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/subscribers",
    "subscription_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/subscription",
    "commits_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/commits{/sha}",
    "git_commits_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/git/commits{/sha}",
    "comments_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/comments{/number}",
    "issue_comment_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/issues/comments{/number}",
    "contents_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/contents/{+path}",
    "compare_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/compare/{base}...{head}",
    "merges_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/merges",
    "archive_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/{archive_format}{/ref}",
    "downloads_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/downloads",
    "issues_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/issues{/number}",
    "pulls_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/pulls{/number}",
    "milestones_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/milestones{/number}",
    "notifications_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/notifications{?since,all,participating}",
    "labels_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/labels{/name}",
    "releases_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/releases{/id}",
    "deployments_url": "https://api.github.com/repos/ChinaIceF/PyQt-SiliconUI/deployments",
    "created_at": "2024-05-18T11:15:20Z",
    "updated_at": "2024-10-06T15:18:35Z",
    "pushed_at": "2024-09-29T06:35:28Z",
    "git_url": "git://github.com/ChinaIceF/PyQt-SiliconUI.git",
    "ssh_url": "[email protected]:ChinaIceF/PyQt-SiliconUI.git",
    "clone_url": "https://github.com/ChinaIceF/PyQt-SiliconUI.git",
    "svn_url": "https://github.com/ChinaIceF/PyQt-SiliconUI",
    "homepage": "",
    "size": 12309,
    "stargazers_count": 460,
    "watchers_count": 460,
    "language": "Python",
    "has_issues": true,
    "has_projects": true,
    "has_downloads": true,
    "has_wiki": true,
    "has_pages": false,
    "has_discussions": true,
    "forks_count": 44,
    "mirror_url": null,
    "archived": false,
    "disabled": false,
    "open_issues_count": 11,
    "license": {
        "key": "gpl-3.0",
        "name": "GNU General Public License v3.0",
        "spdx_id": "GPL-3.0",
        "url": "https://api.github.com/licenses/gpl-3.0",
        "node_id": "MDc6TGljZW5zZTk="
    },
    "allow_forking": true,
    "is_template": false,
    "web_commit_signoff_required": false,
    "topics": [
        "gui",
        "pyqt",
        "pyqt5",
        "pyqt6",
        "pyside",
        "python",
        "qt5",
        "qt6",
        "ui",
        "ui-components",
        "ui-design"
    ],
    "visibility": "public",
    "forks": 44,
    "open_issues": 11,
    "watchers": 460,
    "default_branch": "main",
    "temp_clone_token": null,
    "network_count": 44,
    "subscribers_count": 5
}

搭配 Python 的 requests 库,我们可以用如下方式请求并解析我们所需的数据:

response = requests.get(url)
repo_info = response.json()
stars_count = repo_info['stargazers_count']  # stars 数量

类似地,你可以将stargazers_count替换为你想获得的值的键。

完整示例程序

import requests

owner = 'chinaicef'
repo = 'pyqt-siliconui'

url = f'https://api.github.com/repos/{owner}/{repo}'
response = requests.get(url)
 
# 通过状态码检查请求是否成功
if response.status_code == 200:
    repo_info = response.json()
    stars_count = repo_info['stargazers_count']
    print(f'{repo} has {stars_count} stars.')
else:
    print('Error fetching repository data.')

你好,世界

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