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51学通信论坛2017新版»论坛 › 学习笔记 › Python基础 › 微练习及小应用 › 查询github的热门python项目的API调用方式
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查询github的热门python项目的API调用方式

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    发表于 2019-6-29 21:37:58 | 只看该作者 回帖奖励 |倒序浏览 |阅读模式
    直接：https://api.github.com/search/repositories?q=language:python&sort=stars
    就可以调用。这个就是github提供的API。
    这个调用返回GitHub当前托管了多少个Python项目，还有有关最受欢迎的Python仓库的信息。
    下面来仔细研究这个调用。第一部分（https://api.github.com/）将请求发送到GitHub网站中响应API调用的部分；接下来的一部分（search/repositories）让API搜索GitHub上的所有仓库。
    repositories后面的问号指出我们要传递一个实参。q表示查询，而等号让我们能够开始指定查询（q=）。通过使用language:python，我们指出只想获取主要语言为Python的仓库的信息。最后一部分（&sort=stars）指定将项目按其获得的星级进行排序。

    返回结果如下（20190629的结果）：
    1. {
    2.   "total_count": 3955988,
    3.   "incomplete_results": false,
    4.   "items": [
    5.     {
    6.       "id": 21289110,
    7.       "node_id": "MDEwOlJlcG9zaXRvcnkyMTI4OTExMA==",
    8.       "name": "awesome-python",
    9.       "full_name": "vinta/awesome-python",
    10.       "private": false,
    11.       "owner": {
    12.         "login": "vinta",
    13.         "id": 652070,
    14.         "node_id": "MDQ6VXNlcjY1MjA3MA==",
    15.         "avatar_url": "https://avatars2.githubusercontent.com/u/652070?v=4",
    16.         "gravatar_id": "",
    17.         "url": "https://api.github.com/users/vinta",
    18.         "html_url": "https://github.com/vinta",
    19.         "followers_url": "https://api.github.com/users/vinta/followers",
    20.         "following_url": "https://api.github.com/users/vinta/following{/other_user}",
    21.         "gists_url": "https://api.github.com/users/vinta/gists{/gist_id}",
    22.         "starred_url": "https://api.github.com/users/vinta/starred{/owner}{/repo}",
    23.         "subscriptions_url": "https://api.github.com/users/vinta/subscriptions",
    24.         "organizations_url": "https://api.github.com/users/vinta/orgs",
    25.         "repos_url": "https://api.github.com/users/vinta/repos",
    26.         "events_url": "https://api.github.com/users/vinta/events{/privacy}",
    27.         "received_events_url": "https://api.github.com/users/vinta/received_events",
    28.         "type": "User",
    29.         "site_admin": false
    30.       },
    31.       "html_url": "https://github.com/vinta/awesome-python",
    32.       "description": "A curated list of awesome Python frameworks, libraries, software and resources",
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    35.       "forks_url": "https://api.github.com/repos/vinta/awesome-python/forks",
    36.       "keys_url": "https://api.github.com/repos/vinta/awesome-python/keys{/key_id}",
    37.       "collaborators_url": "https://api.github.com/repos/vinta/awesome-python/collaborators{/collaborator}",
    38.       "teams_url": "https://api.github.com/repos/vinta/awesome-python/teams",
    39.       "hooks_url": "https://api.github.com/repos/vinta/awesome-python/hooks",
    40.       "issue_events_url": "https://api.github.com/repos/vinta/awesome-python/issues/events{/number}",
    41.       "events_url": "https://api.github.com/repos/vinta/awesome-python/events",
    42.       "assignees_url": "https://api.github.com/repos/vinta/awesome-python/assignees{/user}",
    43.       "branches_url": "https://api.github.com/repos/vinta/awesome-python/branches{/branch}",
    44.       "tags_url": "https://api.github.com/repos/vinta/awesome-python/tags",
    45.       "blobs_url": "https://api.github.com/repos/vinta/awesome-python/git/blobs{/sha}",
    46.       "git_tags_url": "https://api.github.com/repos/vinta/awesome-python/git/tags{/sha}",
    47.       "git_refs_url": "https://api.github.com/repos/vinta/awesome-python/git/refs{/sha}",
    48.       "trees_url": "https://api.github.com/repos/vinta/awesome-python/git/trees{/sha}",
    49.       "statuses_url": "https://api.github.com/repos/vinta/awesome-python/statuses/{sha}",
    50.       "languages_url": "https://api.github.com/repos/vinta/awesome-python/languages",
    51.       "stargazers_url": "https://api.github.com/repos/vinta/awesome-python/stargazers",
    52.       "contributors_url": "https://api.github.com/repos/vinta/awesome-python/contributors",
    53.       "subscribers_url": "https://api.github.com/repos/vinta/awesome-python/subscribers",
    54.       "subscription_url": "https://api.github.com/repos/vinta/awesome-python/subscription",
    55.       "commits_url": "https://api.github.com/repos/vinta/awesome-python/commits{/sha}",
    56.       "git_commits_url": "https://api.github.com/repos/vinta/awesome-python/git/commits{/sha}",
    57.       "comments_url": "https://api.github.com/repos/vinta/awesome-python/comments{/number}",
    58.       "issue_comment_url": "https://api.github.com/repos/vinta/awesome-python/issues/comments{/number}",
    59.       "contents_url": "https://api.github.com/repos/vinta/awesome-python/contents/{+path}",
    60.       "compare_url": "https://api.github.com/repos/vinta/awesome-python/compare/{base}...{head}",
    61.       "merges_url": "https://api.github.com/repos/vinta/awesome-python/merges",
    62.       "archive_url": "https://api.github.com/repos/vinta/awesome-python/{archive_format}{/ref}",
    63.       "downloads_url": "https://api.github.com/repos/vinta/awesome-python/downloads",
    64.       "issues_url": "https://api.github.com/repos/vinta/awesome-python/issues{/number}",
    65.       "pulls_url": "https://api.github.com/repos/vinta/awesome-python/pulls{/number}",
    66.       "milestones_url": "https://api.github.com/repos/vinta/awesome-python/milestones{/number}",
    67.       "notifications_url": "https://api.github.com/repos/vinta/awesome-python/notifications{?since,all,participating}",
    68.       "labels_url": "https://api.github.com/repos/vinta/awesome-python/labels{/name}",
    69.       "releases_url": "https://api.github.com/repos/vinta/awesome-python/releases{/id}",
    70.       "deployments_url": "https://api.github.com/repos/vinta/awesome-python/deployments",
    71.       "created_at": "2014-06-27T21:00:06Z",
    72.       "updated_at": "2019-06-29T13:33:36Z",
    73.       "pushed_at": "2019-06-28T10:34:52Z",
    74.       "git_url": "git://github.com/vinta/awesome-python.git",
    75.       "ssh_url": "git@github.com:vinta/awesome-python.git",
    76.       "clone_url": "https://github.com/vinta/awesome-python.git",
    77.       "svn_url": "https://github.com/vinta/awesome-python",
    78.       "homepage": "https://awesome-python.com/",
    79.       "size": 4914,
    80.       "stargazers_count": 69308,
    81.       "watchers_count": 69308,
    82.       "language": "Python",
    83.       "has_issues": true,
    84.       "has_projects": false,
    85.       "has_downloads": true,
    86.       "has_wiki": false,
    87.       "has_pages": true,
    88.       "forks_count": 13500,
    89.       "mirror_url": null,
    90.       "archived": false,
    91.       "disabled": false,
    92.       "open_issues_count": 461,
    93.       "license": {
    94.         "key": "other",
    95.         "name": "Other",
    96.         "spdx_id": "NOASSERTION",
    97.         "url": null,
    98.         "node_id": "MDc6TGljZW5zZTA="
    99.       },
    100.       "forks": 13500,
    101.       "open_issues": 461,
    102.       "watchers": 69308,
    103.       "default_branch": "master",
    104.       "score": 1.0
    105.     },
    106.     {
    107.       "id": 83222441,
    108.       "node_id": "MDEwOlJlcG9zaXRvcnk4MzIyMjQ0MQ==",
    109.       "name": "system-design-primer",
    110.       "full_name": "donnemartin/system-design-primer",
    111.       "private": false,
    112.       "owner": {
    113.         "login": "donnemartin",
    114.         "id": 5458997,
    115.         "node_id": "MDQ6VXNlcjU0NTg5OTc=",
    116.         "avatar_url": "https://avatars2.githubusercontent.com/u/5458997?v=4",
    117.         "gravatar_id": "",
    118.         "url": "https://api.github.com/users/donnemartin",
    119.         "html_url": "https://github.com/donnemartin",
    120.         "followers_url": "https://api.github.com/users/donnemartin/followers",
    121.         "following_url": "https://api.github.com/users/donnemartin/following{/other_user}",
    122.         "gists_url": "https://api.github.com/users/donnemartin/gists{/gist_id}",
    123.         "starred_url": "https://api.github.com/users/donnemartin/starred{/owner}{/repo}",
    124.         "subscriptions_url": "https://api.github.com/users/donnemartin/subscriptions",
    125.         "organizations_url": "https://api.github.com/users/donnemartin/orgs",
    126.         "repos_url": "https://api.github.com/users/donnemartin/repos",
    127.         "events_url": "https://api.github.com/users/donnemartin/events{/privacy}",
    128.         "received_events_url": "https://api.github.com/users/donnemartin/received_events",
    129.         "type": "User",
    130.         "site_admin": false
    131.       },
    132.       "html_url": "https://github.com/donnemartin/system-design-primer",
    133.       "description": "Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards.",
    134.       "fork": false,
    135.       "url": "https://api.github.com/repos/donnemartin/system-design-primer",
    136.       "forks_url": "https://api.github.com/repos/donnemartin/system-design-primer/forks",
    137.       "keys_url": "https://api.github.com/repos/donnemartin/system-design-primer/keys{/key_id}",
    138.       "collaborators_url": "https://api.github.com/repos/donnemartin/system-design-primer/collaborators{/collaborator}",
    139.       "teams_url": "https://api.github.com/repos/donnemartin/system-design-primer/teams",
    140.       "hooks_url": "https://api.github.com/repos/donnemartin/system-design-primer/hooks",
    141.       "issue_events_url": "https://api.github.com/repos/donnemartin/system-design-primer/issues/events{/number}",
    142.       "events_url": "https://api.github.com/repos/donnemartin/system-design-primer/events",
    143.       "assignees_url": "https://api.github.com/repos/donnemartin/system-design-primer/assignees{/user}",
    144.       "branches_url": "https://api.github.com/repos/donnemartin/system-design-primer/branches{/branch}",
    145.       "tags_url": "https://api.github.com/repos/donnemartin/system-design-primer/tags",
    146.       "blobs_url": "https://api.github.com/repos/donnemartin/system-design-primer/git/blobs{/sha}",
    147.       "git_tags_url": "https://api.github.com/repos/donnemartin/system-design-primer/git/tags{/sha}",
    148.       "git_refs_url": "https://api.github.com/repos/donnemartin/system-design-primer/git/refs{/sha}",
    149.       "trees_url": "https://api.github.com/repos/donnemartin/system-design-primer/git/trees{/sha}",
    150.       "statuses_url": "https://api.github.com/repos/donnemartin/system-design-primer/statuses/{sha}",
    151.       "languages_url": "https://api.github.com/repos/donnemartin/system-design-primer/languages",
    152.       "stargazers_url": "https://api.github.com/repos/donnemartin/system-design-primer/stargazers",
    153.       "contributors_url": "https://api.github.com/repos/donnemartin/system-design-primer/contributors",
    154.       "subscribers_url": "https://api.github.com/repos/donnemartin/system-design-primer/subscribers",
    155.       "subscription_url": "https://api.github.com/repos/donnemartin/system-design-primer/subscription",
    156.       "commits_url": "https://api.github.com/repos/donnemartin/system-design-primer/commits{/sha}",
    157.       "git_commits_url": "https://api.github.com/repos/donnemartin/system-design-primer/git/commits{/sha}",
    158.       "comments_url": "https://api.github.com/repos/donnemartin/system-design-primer/comments{/number}",
    159.       "issue_comment_url": "https://api.github.com/repos/donnemartin/system-design-primer/issues/comments{/number}",
    160.       "contents_url": "https://api.github.com/repos/donnemartin/system-design-primer/contents/{+path}",
    161.       "compare_url": "https://api.github.com/repos/donnemartin/system-design-primer/compare/{base}...{head}",
    162.       "merges_url": "https://api.github.com/repos/donnemartin/system-design-primer/merges",
    163.       "archive_url": "https://api.github.com/repos/donnemartin/system-design-primer/{archive_format}{/ref}",
    164.       "downloads_url": "https://api.github.com/repos/donnemartin/system-design-primer/downloads",
    165.       "issues_url": "https://api.github.com/repos/donnemartin/system-design-primer/issues{/number}",
    166.       "pulls_url": "https://api.github.com/repos/donnemartin/system-design-primer/pulls{/number}",
    167.       "milestones_url": "https://api.github.com/repos/donnemartin/system-design-primer/milestones{/number}",
    168.       "notifications_url": "https://api.github.com/repos/donnemartin/system-design-primer/notifications{?since,all,participating}",
    169.       "labels_url": "https://api.github.com/repos/donnemartin/system-design-primer/labels{/name}",
    170.       "releases_url": "https://api.github.com/repos/donnemartin/system-design-primer/releases{/id}",
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    174.       "pushed_at": "2019-06-26T17:57:47Z",
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    178.       "svn_url": "https://github.com/donnemartin/system-design-primer",
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    180.       "size": 4233,
    181.       "stargazers_count": 68226,
    182.       "watchers_count": 68226,
    183.       "language": "Python",
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     楼主| 发表于 2019-6-29 21:50:35 | 只看该作者
    可以看到，这样用API直接调用太费事了，可以结合requests读取，并通过pygal进行渲染成svg图片。
    源码如下：
    1. import requests
    2. import pygal
    3. from pygal.style import LightColorizedStyle as LCS, LightenStyle as LS

    5. # Make an API call, and store the response.
    6. url = 'https://api.github.com/search/repositories?q=language:python&sort=stars'
    7. r = requests.get(url)
    8. print("Status code:", r.status_code)

    10. # Store API response in a variable.
    11. response_dict = r.json()
    12. print("Total repositories:", response_dict['total_count'])

    14. # Explore information about the repositories.
    15. repo_dicts = response_dict['items']

    17. names, plot_dicts = [], []
    18. for repo_dict in repo_dicts:
    19.     names.append(repo_dict['name'])
    20.    
    21.     plot_dict = {
    22.         'value': repo_dict['stargazers_count'],
    23.         'label': repo_dict['description'],
    24.         'xlink': repo_dict['html_url'],
    25.         }
    26.     plot_dicts.append(plot_dict)

    28. # Make visualization.
    29. my_style = LS('#333366', base_style=LCS)

    31. my_config = pygal.Config()
    32. my_config.x_label_rotation = 45
    33. my_config.show_legend = False
    34. my_config.title_font_size = 24
    35. my_config.label_font_size = 14
    36. my_config.major_label_font_size = 18
    37. my_config.truncate_label = 15
    38. my_config.show_y_guides = False
    39. my_config.width = 1000

    41. chart = pygal.Bar(my_config, style=my_style)
    42. chart.title = 'Most-Starred Python Projects on GitHub'
    43. chart.x_labels = names

    45. chart.add('', plot_dicts)
    46. chart.render_to_file('python_repos.svg')
    复制代码
    结果如下：
    Status code: 200
    Total repositories: 3789825



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