51学通信论坛2017新版

标题: 查询github的热门python项目的API调用方式 [打印本页]
作者: admin    时间: 2019-6-29 21:37
标题: 查询github的热门python项目的API调用方式
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",
  33.       "fork": false,
  34.       "url": "https://api.github.com/repos/vinta/awesome-python",
  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}",
  171.       "deployments_url": "https://api.github.com/repos/donnemartin/system-design-primer/deployments",
  172.       "created_at": "2017-02-26T16:15:28Z",
  173.       "updated_at": "2019-06-29T13:35:15Z",
  174.       "pushed_at": "2019-06-26T17:57:47Z",
  175.       "git_url": "git://github.com/donnemartin/system-design-primer.git",
  176.       "ssh_url": "git@github.com:donnemartin/system-design-primer.git",
  177.       "clone_url": "https://github.com/donnemartin/system-design-primer.git",
  178.       "svn_url": "https://github.com/donnemartin/system-design-primer",
  179.       "homepage": "",
  180.       "size": 4233,
  181.       "stargazers_count": 68226,
  182.       "watchers_count": 68226,
  183.       "language": "Python",
  184.       "has_issues": true,
  185.       "has_projects": true,
  186.       "has_downloads": true,
  187.       "has_wiki": true,
  188.       "has_pages": false,
  189.       "forks_count": 10499,
  190.       "mirror_url": null,
  191.       "archived": false,
  192.       "disabled": false,
  193.       "open_issues_count": 93,
  194.       "license": {
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  196.         "name": "Other",
  197.         "spdx_id": "NOASSERTION",
  198.         "url": null,
  199.         "node_id": "MDc6TGljZW5zZTA="
  200.       },
  201.       "forks": 10499,
  202.       "open_issues": 93,
  203.       "watchers": 68226,
  204.       "default_branch": "master",
  205.       "score": 1.0
  206.     },
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  209.       "node_id": "MDEwOlJlcG9zaXRvcnk1NDM0Njc5OQ==",
  210.       "name": "public-apis",
  211.       "full_name": "public-apis/public-apis",
  212.       "private": false,
  213.       "owner": {
  214.         "login": "public-apis",
  215.         "id": 51121562,
  216.         "node_id": "MDEyOk9yZ2FuaXphdGlvbjUxMTIxNTYy",
  217.         "avatar_url": "https://avatars0.githubusercontent.com/u/51121562?v=4",
  218.         "gravatar_id": "",
  219.         "url": "https://api.github.com/users/public-apis",
  220.         "html_url": "https://github.com/public-apis",
  221.         "followers_url": "https://api.github.com/users/public-apis/followers",
  222.         "following_url": "https://api.github.com/users/public-apis/following{/other_user}",
  223.         "gists_url": "https://api.github.com/users/public-apis/gists{/gist_id}",
  224.         "starred_url": "https://api.github.com/users/public-apis/starred{/owner}{/repo}",
  225.         "subscriptions_url": "https://api.github.com/users/public-apis/subscriptions",
  226.         "organizations_url": "https://api.github.com/users/public-apis/orgs",
  227.         "repos_url": "https://api.github.com/users/public-apis/repos",
  228.         "events_url": "https://api.github.com/users/public-apis/events{/privacy}",
  229.         "received_events_url": "https://api.github.com/users/public-apis/received_events",
  230.         "type": "Organization",
  231.         "site_admin": false
  232.       },
  233.       "html_url": "https://github.com/public-apis/public-apis",
  234.       "description": "A collective list of free APIs for use in software and web development.",
  235.       "fork": false,
  236.       "url": "https://api.github.com/repos/public-apis/public-apis",
  237.       "forks_url": "https://api.github.com/repos/public-apis/public-apis/forks",
  238.       "keys_url": "https://api.github.com/repos/public-apis/public-apis/keys{/key_id}",
  239.       "collaborators_url": "https://api.github.com/repos/public-apis/public-apis/collaborators{/collaborator}",
  240.       "teams_url": "https://api.github.com/repos/public-apis/public-apis/teams",
  241.       "hooks_url": "https://api.github.com/repos/public-apis/public-apis/hooks",
  242.       "issue_events_url": "https://api.github.com/repos/public-apis/public-apis/issues/events{/number}",
  243.       "events_url": "https://api.github.com/repos/public-apis/public-apis/events",
  244.       "assignees_url": "https://api.github.com/repos/public-apis/public-apis/assignees{/user}",
  245.       "branches_url": "https://api.github.com/repos/public-apis/public-apis/branches{/branch}",
  246.       "tags_url": "https://api.github.com/repos/public-apis/public-apis/tags",
  247.       "blobs_url": "https://api.github.com/repos/public-apis/public-apis/git/blobs{/sha}",
  248.       "git_tags_url": "https://api.github.com/repos/public-apis/public-apis/git/tags{/sha}",
  249.       "git_refs_url": "https://api.github.com/repos/public-apis/public-apis/git/refs{/sha}",
  250.       "trees_url": "https://api.github.com/repos/public-apis/public-apis/git/trees{/sha}",
  251.       "statuses_url": "https://api.github.com/repos/public-apis/public-apis/statuses/{sha}",
  252.       "languages_url": "https://api.github.com/repos/public-apis/public-apis/languages",
  253.       "stargazers_url": "https://api.github.com/repos/public-apis/public-apis/stargazers",
  254.       "contributors_url": "https://api.github.com/repos/public-apis/public-apis/contributors",
  255.       "subscribers_url": "https://api.github.com/repos/public-apis/public-apis/subscribers",
  256.       "subscription_url": "https://api.github.com/repos/public-apis/public-apis/subscription",
  257.       "commits_url": "https://api.github.com/repos/public-apis/public-apis/commits{/sha}",
  258.       "git_commits_url": "https://api.github.com/repos/public-apis/public-apis/git/commits{/sha}",
  259.       "comments_url": "https://api.github.com/repos/public-apis/public-apis/comments{/number}",
  260.       "issue_comment_url": "https://api.github.com/repos/public-apis/public-apis/issues/comments{/number}",
  261.       "contents_url": "https://api.github.com/repos/public-apis/public-apis/contents/{+path}",
  262.       "compare_url": "https://api.github.com/repos/public-apis/public-apis/compare/{base}...{head}",
  263.       "merges_url": "https://api.github.com/repos/public-apis/public-apis/merges",
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复制代码
作者: admin    时间: 2019-6-29 21:50
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：[attach]5815[/attach]
  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

[attach]5814[/attach]





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