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janbuchar/github-list-scraper
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This Actor scrapes repositories from GitHub **Awesome Lists**, **topic listings**, and **individual repositories**, collecting useful metadata for each project.
Developer
Jan BucharMaintained by Community
Actor Metrics
1 Monthly user
No reviews yet
No bookmarks yet
>99% runs succeeded
Created in Mar 2025
Modified 17 hours ago
Categories
.dockerignore
1.venv.gitignore
1.nvim.lua
2mise.toml
3storage/
4__pycache__
5node_modules
6.venvDockerfile
1# First, specify the base Docker image.
2# You can see the Docker images from Apify at https://hub.docker.com/r/apify/.
3# You can also use any other image from Docker Hub.
4FROM apify/actor-python:3.13
5RUN apt update && apt install -yq git && rm -rf /var/lib/apt/lists/*
6RUN pip install uv
7
8COPY pyproject.toml ./
9COPY uv.lock ./
10RUN uv export --no-hashes --no-dev | pip install -r /dev/stdin --no-dependencies
11
12# Next, copy the remaining files and directories with the source code.
13# Since we do this after installing the dependencies, quick build will be really fast
14# for most source file changes.
15COPY . ./
16
17# Use compileall to ensure the runnability of the Actor Python code.
18RUN python -m compileall -q .
19
20# Specify how to launch the source code of your Actor.
21CMD ["python", "-m", "actor_github_scraper"]pyproject.toml
1[project]
2name = "actor-github-scraper"
3version = "0.0.1"
4description = ""
5authors = ["Your Name <you@example.com>"]
6readme = "README.md"
7requires-python = ">=3.9"
8dependencies = [
9 "crawlee[parsel,curl-impersonate]~=0.5.0",
10 "apify~=2.3.0",
11 "requests>=2.32.3",
12]
13
14[tool.basedpyright]
15pythonVersion = "3.13"
16typeCheckingMode = "standard"
17
18[dependency-groups]
19dev = [
20 "ruff>=0.9.9",
21]uv.lock
1version = 1
2revision = 1
3requires-python = ">=3.9"
4
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12 { name = "requests" },
13]
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18]
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1954].actor/actor.json
1{
2 "actorSpecification": 1,
3 "name": "github-list-scraper",
4 "version": "0.0",
5 "buildTag": "latest",
6 "environmentVariables": {},
7 "input": {
8 "title": "Github scraper settings",
9 "description": "Specify the projects to scrape",
10 "type": "object",
11 "schemaVersion": 1,
12 "properties": {
13 "awesomeLists": {
14 "title": "Awesome lists",
15 "description": "owner/repository format, the scraper will fetch data of each repository in each specified awesome list",
16 "type": "array",
17 "editor": "stringList"
18 },
19 "topics": {
20 "title": "Topic",
21 "description": "The scraper will fetch data of all repositories that have any of the given topics",
22 "type": "array",
23 "editor": "stringList"
24 },
25 "repositories": {
26 "title": "Repositories",
27 "description": "owner/repository format, the scraper will fetch data of each specified repository",
28 "type": "array",
29 "editor": "stringList"
30 }
31 }
32 },
33 "storages": {
34 "dataset": {
35 "actorSpecification": 1,
36 "title": "Github Repository Dataset",
37 "description": "",
38 "views": {
39 "default": {
40 "title": "Repository data",
41 "transformation": {
42 "fields": [
43 "repository",
44 "description",
45 "homepageUrl",
46 "tocPath",
47 "topics",
48 "latestCommit",
49 "stars",
50 "readmeContent"
51 ]
52 },
53 "display": {
54 "component": "table",
55 "properties": {
56 "repository": {
57 "label": "Repository name"
58 },
59 "description": {
60 "label": "Description"
61 },
62 "homepageUrl": {
63 "label": "Homepage"
64 },
65 "tocPath": {
66 "label": "TOC path"
67 },
68 "topics": {
69 "label": "Topics"
70 },
71 "latestCommit": {
72 "label": "Latest commit",
73 "format": "date"
74 },
75 "stars": {
76 "label": "Stars",
77 "format": "number"
78 },
79 "readmeContent": {
80 "label": "README"
81 }
82 }
83 }
84 }
85 }
86 }
87 }
88}actor_github_scraper/__init__.py
actor_github_scraper/__main__.py
1import asyncio
2import platform
3
4from .main import main
5
6
7if __name__ == '__main__':
8 if platform.system() == 'Windows':
9 # This mitigates a warning raised by curl-cffi. If you do not need to use curl-impersonate, you may remove this.
10 asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy())
11
12 asyncio.run(main())actor_github_scraper/main.py
1from typing import Annotated
2from apify import Actor, Request
3from crawlee.crawlers import ParselCrawler
4from crawlee.http_clients import CurlImpersonateHttpClient
5from pydantic import BaseModel, Field
6from .routes import router
7
8
9class Input(BaseModel):
10 topics: Annotated[list[str], Field()] = []
11 awesome_lists: Annotated[list[str], Field(alias="awesomeLists")] = []
12 repositories: Annotated[list[str], Field()] = []
13 max_requests_per_crawl: Annotated[
14 int | None, Field(alias="maxRequestsPerCrawl")
15 ] = None
16
17
18async def main() -> None:
19 """The crawler entry point."""
20 async with Actor:
21 input = Input.model_validate(await Actor.get_input())
22
23 crawler = ParselCrawler(
24 request_handler=router,
25 max_requests_per_crawl=input.max_requests_per_crawl,
26 http_client=CurlImpersonateHttpClient(),
27 proxy_configuration=await Actor.create_proxy_configuration(),
28 )
29
30 await crawler.run(
31 [
32 Request.from_url(f"https://github.com/topics/{topic}", label="topic")
33 for topic in input.topics
34 ]
35 + [
36 Request.from_url(f"https://github.com/{repo}", label="awesome_list")
37 for repo in input.awesome_lists
38 ]
39 + [
40 Request.from_url(f"https://github.com/{repo}", label="repository")
41 for repo in input.repositories
42 ]
43 )actor_github_scraper/routes.py
1import base64
2from datetime import datetime
3from decimal import Decimal
4import json
5import re
6from typing import Annotated
7from apify import Request
8from crawlee.crawlers import ParselCrawlingContext
9from crawlee.errors import HttpClientStatusCodeError, SessionError
10from crawlee.router import Router
11from pydantic import BaseModel, Field
12from yarl import URL
13from requests.utils import parse_header_links
14
15router = Router[ParselCrawlingContext]()
16
17
18@router.handler("topic")
19async def topic_handler(context: ParselCrawlingContext) -> None:
20 topic = context.request.url.split("/")[-1]
21 response = await context.send_request(
22 url=f"https://api.github.com/search/repositories?q=topic:{topic}"
23 )
24
25 for link in parse_header_links(response.headers.get("link") or ""):
26 if link["rel"] == "last":
27 url = URL(link["url"])
28 last_page = int(url.query["page"])
29
30 await context.add_requests(
31 [
32 Request.from_url(
33 str(url.update_query(page=page)), label="topic_page"
34 )
35 for page in range(1, last_page + 1)
36 ]
37 )
38
39
40@router.handler("topic_page")
41async def topic_page_handler(context: ParselCrawlingContext) -> None:
42 await context.add_requests(
43 [
44 Request.from_url(
45 f"https://github.com/{repo}", label="repository", forefront=True
46 )
47 for repo in context.selector.jmespath("items[*].full_name").getall()
48 ]
49 )
50
51
52@router.handler("awesome_list")
53async def awesome_list_handler(context: ParselCrawlingContext) -> None:
54 ignored_patterns = [
55 "https://github.com/features/",
56 "https://github.com/enterprise/",
57 "https://github.com/resources/",
58 "https://github.com/solutions/",
59 ]
60
61 requests = list[Request]()
62
63 links = (
64 (link, link.attrib["href"])
65 for link in context.selector.css(".repository-content a[href]")
66 )
67 filtered_links = (
68 (link, url)
69 for link, url in links
70 if re.match(r"https://github\.com/[^/]+/[^/]+$", url) is not None
71 and not any(url.startswith(pattern) for pattern in ignored_patterns)
72 )
73
74 for link, url in filtered_links:
75 toc_path = list[str]()
76
77 for parent in reversed(link.xpath("./ancestor-or-self::*")):
78 if parent.xpath("name()").get() == "article":
79 break
80
81 headings = parent.xpath(
82 "./preceding-sibling::*[@class='markdown-heading']/*[@class='heading-element']"
83 )
84
85 if len(headings) > 0:
86 level: int | None = None
87
88 for heading in reversed(headings):
89 tag_name = heading.xpath("name()").get()
90 heading_level = int(tag_name.lstrip("h")) if tag_name else None
91
92 if not heading_level:
93 continue
94
95 if level is None or heading_level < level:
96 toc_path.append(heading.xpath("text()").get() or "")
97 level = heading_level
98
99 break # No more processing of headings
100
101 requests.append(
102 Request.from_url(
103 url,
104 label="repository",
105 user_data={"toc_path": list(reversed(toc_path))},
106 forefront=True,
107 )
108 )
109
110 await context.add_requests(requests)
111
112
113class Output(BaseModel):
114 repository: Annotated[str, Field()]
115 toc_path: Annotated[list[str] | None, Field(alias="tocPath")] = None
116 latest_commit: Annotated[datetime | None, Field(alias="latestCommit")] = None
117 description: Annotated[str | None, Field()] = None
118 topics: Annotated[list[str], Field()]
119 stars: Annotated[int, Field()]
120 homepage_url: Annotated[str | None, Field(alias="homepageUrl")] = None
121 readme_content: Annotated[str | None, Field(alias="readmeContent")] = None
122
123
124@router.handler("repository")
125async def repo_handler(context: ParselCrawlingContext) -> None:
126 url = URL(context.request.url)
127 repo = url.path.lstrip("/")
128 topics = context.selector.css("a.topic-tag-link").xpath("text()").getall()
129
130 stars = (
131 context.selector.css("a[href$='/stargazers'] strong").xpath("text()").get()
132 or "0"
133 )
134
135 if stars.endswith("k"):
136 stars = Decimal(stars[:-1]) * 1000
137
138 output = Output(
139 repository=repo,
140 topics=[t.strip() for t in topics],
141 stars=int(stars),
142 )
143
144 output.toc_path = context.request.user_data.get("toc_path") # type: ignore - pydantic will check it
145
146 try:
147 repo_data_response = await context.send_request(
148 url=f"https://api.github.com/repos/{repo}"
149 )
150 repo_data = json.loads(repo_data_response.read())
151
152 output.latest_commit = datetime.fromisoformat(repo_data.get("pushed_at"))
153 output.stars = repo_data.get("stargazers_count")
154 output.description = repo_data.get("description")
155 output.homepage_url = repo_data.get("homepage") or None
156
157 readme_response = await context.send_request(
158 url=f"https://api.github.com/repos/{repo}/readme"
159 )
160 readme_data = json.loads(readme_response.read())
161 output.readme_content = base64.b64decode(readme_data["content"]).decode()
162 except HttpClientStatusCodeError:
163 raise SessionError("Github rate limit exceeded")
164 except Exception:
165 context.log.exception("Error fetching repository data")
166
167 await context.push_data(
168 Output.model_validate(output).model_dump(by_alias=True),
169 )
