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Scrapy Books Example

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Example of Python Scrapy project. It scrapes book data from https://books.toscrape.com/.

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Pay per usage

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Developer

Vlada Dusek

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7 days ago

Last modified

Python Scrapy template

ellustar/python-scrapy-template

“A ready-to-use Python Scrapy template designed for building fast and scalable data extraction actors. Includes a clean project structure, example spiders, settings configuration, and best practices to help developers quickly create, customize, and deploy Scrapy-based workflows.”

Ellustar

Books to Scrape Actor

keeran11/books-to-scrape-actor

This is the automation script which extract the Quotes form the https://books.toscrape.com/ website

Kiran Acharya

Google Books Spider

getdataforme/google-books-spider

This Apify Actor scrapes articles from DailyAffairs.org using Python and Scrapy, extracting titles, authors, dates, full text, summaries, categories, and tags....

GetDataForMe

Google Books Scraper

velvety_bedbug/google-books-scraper

Google Books Scraper. Structured data export for lead generation, enrichment, and competitive research.

Peters Bugs

Python Scrapy template

ellustar/my-actor-41

A Python Scrapy template designed to extract actor names efficiently from websites. It includes structured spiders, customizable selectors, and clean output handling, making it easy to scrape, store, and scale actor data for research, media, or automation projects.

Ellustar

Python Example

apify/python-example

Example Actor written in Python, showing how to read the Actor input and push to the Actor's default dataset.

Apify

144

Apple 🍎 Books Scraper

jupri/apple-books

💫 All-in-One Apple Books Scraper

cat

Google Books Search Scraper

seemuapps/google-books-search-scraper

Search the Google Books catalog and export book metadata. Title, authors, ISBN, ratings, description, and links to a clean dataset.

Andrew

Actor in Go example

jirimoravcik/go-actor-example

Example actor written in Go.

Jiří Moravčík

Bidspotter Details Spider

getdataforme/bidspotter-details-spider

Scrapes titles of websites using Scrapy.

GetDataForMe

.dockerignore

# Git metadata and CI config - not needed inside the image.
.git
.github

# Python bytecode.
__pycache__/
*.py[cod]
*$py.class
.Python

# Tool caches - we use ruff (lint/format) and ty (type-check).
.ruff_cache/
.ty_cache/

# Virtual environments - recreated by `uv sync` in the image.
.venv
.env
env/
venv/
ENV/

# Local Actor storage.
storage

# Build artifacts.
build/
dist/
*.egg-info/

# Editor / OS noise.
.idea/
.vscode
.zed
.mise.toml
.nvim.lua

LICENSE

Apache License
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   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION

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   Copyright 2017 Apify Technologies s.r.o.

   Licensed under the Apache License, Version 2.0 (the "License");
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.gitignore

# IDE
.idea/
.vscode/
.DS_Store

# Apify storage folder
storage/

# Python virtual environment
.venv/
.env/

# Python (and python tools) cache files
__pycache__/
*.pyc
.ruff_cache/
.ty_cache/

# Python build files
__pypackages__/
dist/
build/
*.egg-info/
*.egg

# log files
*.log

pyproject.toml

1[project]
2name = "scrapy-books-example"
3version = "0.0.0" # not used by Apify
4description = "" # not used by Apify
5readme = "README.md"
6requires-python = ">=3.14"
7dependencies = [
8    "apify[scrapy] >= 3.0.0, < 4.0.0",
9    "scrapy < 3.0.0",
10]
11
12[dependency-groups]
13dev = [
14    "poethepoet",
15    "ruff",
16    "ty",
17]
18
19[tool.uv]
20package = false
21
22[tool.ruff]
23line-length = 120
24include = ["actor_scrapy_books_example/**/*.py"]
25
26[tool.ruff.lint]
27select = ["ALL"]
28ignore = [
29    "COM812", # This rule may cause conflicts when used with the formatter
30    "D100",   # Missing docstring in public module
31    "D104",   # Missing docstring in public package
32    "D107",   # Missing docstring in `__init__`
33    "D203",   # One blank line required before class docstring
34    "D213",   # Multi-line docstring summary should start at the second line
35    "D413",   # Missing blank line after last section
36    "EM",     # flake8-errmsg
37    "ISC001", # This rule may cause conflicts when used with the formatter
38    "TRY003", # Avoid specifying long messages outside the exception class
39]
40
41[tool.ruff.format]
42quote-style = "single"
43indent-style = "space"
44
45[tool.ruff.lint.per-file-ignores]
46"**/__init__.py" = [
47    "F401", # Unused imports
48]
49"**/__main__.py" = [
50    "E402", # Module-level import not at top of file (Scrapy reactor must be installed first)
51]
52
53[tool.ruff.lint.flake8-quotes]
54docstring-quotes = "double"
55inline-quotes = "single"
56
57[tool.ty.environment]
58python-version = "3.14"
59
60[tool.ty.src]
61include = ["actor_scrapy_books_example"]
62
63# Run as `python -m actor_scrapy_books_example` from the repo root; ty doesn't fully
64# resolve this run-as-package pattern yet, so we ignore unresolved-import errors.
65[tool.ty.rules]
66unresolved-import = "ignore"
67
68[tool.poe.tasks]
69install-dev = "uv sync --all-extras"
70type-check = "uv run ty check"
71check-code = ["lint", "type-check"]
72
73[tool.poe.tasks.lint]
74shell = "uv run ruff format --check && uv run ruff check"
75
76[tool.poe.tasks.format]
77shell = "uv run ruff check --fix && uv run ruff format"
78
79[tool.poe.tasks.clean]
80shell = """
81rm -rf .ruff_cache .ty_cache .venv
82find . -type d -name __pycache__ -prune -exec rm -rf {} +
83uv cache clean
84"""

uv.lock

version = 1
revision = 3
requires-python = ">=3.14"

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[package.optional-dependencies]
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mise.toml

1[settings]
2idiomatic_version_file_enable_tools = []
3
4[tools]
5"ubi:apify/apify-cli" = { version = "latest", matching = "apify", exe = "apify" }

CLAUDE.md

1# CLAUDE.md
2
3Guidance for Claude Code when working in this repository.
4
5## What this is
6
7An example Scrapy project wrapped as an Apify Actor. It scrapes book data
8(title, price, rating, stock) from [books.toscrape.com](https://books.toscrape.com/)
9and stores items in the run's default dataset.
10
11## How it runs (important)
12
13The Actor entrypoint is **`python -m actor_scrapy_books_example`**, *not*
14`scrapy crawl`. The order in `__main__.py` matters:
15
161. `install_reactor('...AsyncioSelectorReactor')` — must happen before any other
17   Twisted/Scrapy import.
182. set `SCRAPY_SETTINGS_MODULE = 'actor_scrapy_books_example.settings'`.
193. `run_scrapy_actor(main())` (from `apify.scrapy`).
20
21`main.py` reads input, builds settings via `apply_apify_settings(proxy_config=...)`,
22and runs `BookSpider` through a `CrawlerRunner`. Because the settings module is
23set in code, `scrapy.cfg` is only needed to run as a *plain* Scrapy project
24(`scrapy crawl book_spider`) — it is not used by the Actor and is not copied
25into the image.
26
27## Layout
28
29- `actor_scrapy_books_example/`
30  - `__main__.py` — reactor install + Actor bootstrap (see above).
31  - `main.py` — Apify Actor coroutine; wires proxy + runs the spider.
32  - `spiders/book.py` — `BookSpider`: parses listing pages, yields a `BookItem`
33    per product, follows pagination. `DEPTH_LIMIT = 50` (50 listing pages).
34  - `items.py` — `BookItem` (title, rating, price, in_stock).
35  - `pipelines.py` — `CleaningPipeline`: normalizes price→float, rating→int,
36    in_stock→bool.
37  - `settings.py` — Scrapy settings (asyncio reactor, robots obey, pipelines).
38- `.actor/` — Apify manifest, `input_schema.json`, `output_schema.json`,
39  `dataset_schema.json`, `Dockerfile`.
40
41## Commands
42
43uv-managed project (`pyproject.toml` + `uv.lock`, `package = false`).
44
45```bash
46uv sync                      # install deps into .venv/
47uv run poe check-code        # lint + type-check — run before committing
48uv run poe lint              # ruff format --check && ruff check
49uv run poe type-check        # ty check
50uv run poe format            # ruff check --fix && ruff format
51
52apify run --purge            # run as an Actor locally (uses the local .venv, not Docker)
53apify run -i '{}'            # pass {} to skip Apify Proxy when not logged in
54```
55
56The README's `make install-dev` / `scrapy crawl` instructions are stale: the
57Makefile was replaced by poe, and the Actor runs via `python -m ...`.
58
59## Conventions / gotchas
60
61- Scrapy class attrs (`start_urls`, `allowed_domains`) keep `# noqa: RUF012`;
62  `__main__.py`'s late imports keep `# noqa: E402` (reactor must install first).
63- ruff: line length 120, single quotes, `select = ["ALL"]` with the ignores in
64  `pyproject.toml`; types via ty. Keep `uv run poe check-code` green.
65- Python 3.14 across `.python-version`, ty, CI, and the Docker base.
66- The Dockerfile uses the uv-in-Docker BuildKit pattern (uv binary from
67  `ghcr.io/astral-sh/uv:0.11`, `uv sync --locked --no-dev`); build with BuildKit.
68- Commit `uv.lock` whenever dependencies change.

.python-version

3.14

scrapy.cfg

[settings]
default = actor_scrapy_books_example.settings

[deploy]
project = actor_scrapy_books_example

[apify]
mainpy_location=actor_scrapy_books_example

.actor/Dockerfile

# syntax=docker/dockerfile:1
FROM apify/actor-python:3.14

# Bring in the uv binary from its official image (pinned to the 0.11.x line), instead of pip-installing it.
COPY --from=ghcr.io/astral-sh/uv:0.11 /uv /uvx /bin/

# uv configuration for reproducible, fast container builds:
#  - compile bytecode so the Actor starts a touch faster,
#  - copy instead of hardlink, which avoids warnings across the cache mount,
#  - never fetch a managed Python; reuse the base image's interpreter,
#  - put the project venv first on PATH so `python` is the venv's python.
ENV UV_COMPILE_BYTECODE=1 \
    UV_LINK_MODE=copy \
    UV_PYTHON_DOWNLOADS=0 \
    PATH="/usr/src/app/.venv/bin:$PATH"

WORKDIR /usr/src/app

# Install dependencies in their own layer. The uv cache mount speeds up rebuilds and
# the bind mounts keep the lockfile/manifest out of the image; this layer is rebuilt
# only when uv.lock or pyproject.toml change - not when the source code does.
RUN --mount=type=cache,target=/root/.cache/uv \
    --mount=type=bind,source=uv.lock,target=uv.lock \
    --mount=type=bind,source=pyproject.toml,target=pyproject.toml \
    uv sync --locked --no-dev

# Copy the Actor configuration and source last, so edits here reuse the cached deps layer.
COPY .actor ./.actor
COPY actor_scrapy_books_example/ ./actor_scrapy_books_example/

# Compile the sources up front so a syntax error fails the build, not the run.
RUN python -m compileall -q actor_scrapy_books_example

# Run the Actor as a module.
CMD ["python", "-m", "actor_scrapy_books_example"]

.actor/actor.json

{
  "$schema": "https://apify.com/schemas/v1/actor.ide.json",
  "actorSpecification": 1,
  "name": "scrapy-books-example",
  "title": "Scrapy Books Scraper",
  "description": "Example Apify Actor that runs a Scrapy spider on the Apify platform. Scrapes book titles, prices, star ratings, and stock availability from books.toscrape.com and stores each book as a dataset item.",
  "version": "0.1",
  "buildTag": "latest",
  "input": "./input_schema.json",
  "output": "./output_schema.json",
  "storages": {
    "dataset": "./dataset_schema.json"
  },
  "dockerfile": "./Dockerfile"
}

.actor/input_schema.json

{
  "$schema": "https://apify.com/schemas/v1/input.ide.json",
  "title": "Scrapy Books Example",
  "type": "object",
  "schemaVersion": 1,
  "properties": {
    "proxyConfiguration": {
      "sectionCaption": "Proxy and HTTP configuration",
      "title": "Proxy configuration",
      "type": "object",
      "description": "Specifies proxy servers that will be used by the scraper in order to hide its origin.",
      "editor": "proxy",
      "prefill": { "useApifyProxy": true },
      "default": { "useApifyProxy": true }
    }
  },
  "required": []
}

.actor/dataset_schema.json

{
  "$schema": "https://apify.com/schemas/v1/dataset.ide.json",
  "actorSpecification": 1,
  "fields": {
    "type": "object",
    "properties": {
      "title": {
        "type": "string",
        "description": "Book title."
      },
      "price": {
        "type": "number",
        "description": "Price in GBP."
      },
      "rating": {
        "type": "integer",
        "description": "Star rating, 1–5.",
        "minimum": 1,
        "maximum": 5
      },
      "in_stock": {
        "type": "boolean",
        "description": "Whether the book is available in stock."
      }
    },
    "required": ["title", "price", "rating", "in_stock"]
  },
  "views": {
    "overview": {
      "title": "Books",
      "transformation": {
        "fields": ["title", "price", "rating", "in_stock"]
      },
      "display": {
        "component": "table",
        "properties": {
          "title": { "label": "Title", "format": "text" },
          "price": { "label": "Price (£)", "format": "number" },
          "rating": { "label": "Rating", "format": "number" },
          "in_stock": { "label": "In stock", "format": "boolean" }
        }
      }
    }
  }
}

.actor/output_schema.json

{
  "$schema": "https://apify.com/schemas/v1/output.ide.json",
  "actorOutputSchemaVersion": 1,
  "title": "Output",
  "properties": {
    "books": {
      "type": "string",
      "title": "Scraped books",
      "template": "{{links.apiDefaultDatasetUrl}}/items"
    }
  }
}

actor_scrapy_books_example/main.py

1from __future__ import annotations
2
3from apify import Actor
4from apify.scrapy import apply_apify_settings
5from scrapy.crawler import CrawlerRunner
6from scrapy.utils.defer import deferred_to_future
7
8# Import your Scrapy spider here
9from .spiders.book import BookSpider as Spider
10
11
12async def main() -> None:
13    """Apify Actor main coroutine for executing the Scrapy spider."""
14    async with Actor:
15        Actor.log.info('Actor is being executed...')
16
17        # Process Actor input.
18        actor_input = await Actor.get_input() or {}
19        proxy_config = actor_input.get('proxyConfiguration')
20
21        # Get Scrapy project settings with custom configurations.
22        settings = apply_apify_settings(proxy_config=proxy_config)
23
24        # Create CrawlerRunner and execute the Scrapy spider.
25        crawler_runner = CrawlerRunner(settings)
26        crawl_deferred = crawler_runner.crawl(Spider)
27        await deferred_to_future(crawl_deferred)

actor_scrapy_books_example/items.py

1from __future__ import annotations
2
3import scrapy
4
5
6class BookItem(scrapy.Item):
7    """A scraped book: title, rating, price, and stock status."""
8
9    title = scrapy.Field()
10    rating = scrapy.Field()
11    price = scrapy.Field()
12    in_stock = scrapy.Field()

actor_scrapy_books_example/main.py

1from __future__ import annotations
2
3from scrapy.utils.reactor import install_reactor
4
5# Install Twisted's asyncio reactor before importing any other Twisted or
6# Scrapy components.
7install_reactor('twisted.internet.asyncioreactor.AsyncioSelectorReactor')
8
9import os
10
11from apify.scrapy import initialize_logging, run_scrapy_actor
12
13# Import your main Actor coroutine here.
14from .main import main
15
16# Ensure the location to the Scrapy settings module is defined.
17os.environ['SCRAPY_SETTINGS_MODULE'] = 'actor_scrapy_books_example.settings'
18
19
20if __name__ == '__main__':
21    initialize_logging()
22    run_scrapy_actor(main())

actor_scrapy_books_example/pipelines.py

1from __future__ import annotations
2
3from typing import TYPE_CHECKING
4
5from scrapy.exceptions import DropItem
6
7from .items import BookItem
8
9if TYPE_CHECKING:
10    from scrapy import Spider
11
12# Maps the rating word scraped from the CSS class (e.g. 'star-rating Three') to an int.
13RATING_WORDS = {
14    'one': 1,
15    'two': 2,
16    'three': 3,
17    'four': 4,
18    'five': 5,
19}
20
21
22class CleaningPipeline:
23    """Clean scraped data, dropping any item whose required fields are missing or malformed."""
24
25    # `spider` is required by the Scrapy item-pipeline interface but unused here.
26    def process_item(self, item: BookItem, spider: Spider) -> BookItem:  # noqa: ARG002
27        """Normalize the raw scraped fields into typed values.
28
29        Raises:
30            DropItem: If a required field is missing or cannot be parsed. Dropping the single
31                offending item lets the rest of the crawl finish instead of failing the run.
32        """
33        raw_title = item.get('title') or ''
34        raw_price = item.get('price') or ''
35        raw_rating = item.get('rating') or ''
36        raw_in_stock = item.get('in_stock') or ''
37
38        title = raw_title.strip()
39        if not title:
40            raise DropItem('Missing book title.')
41
42        try:
43            price = float(raw_price.replace('£', '').strip())
44        except ValueError as exc:
45            raise DropItem(f'Unparsable price {raw_price!r} for {title!r}.') from exc
46
47        # The rating class looks like 'star-rating Three'; the last word is the rating.
48        rating_words = raw_rating.split()
49        rating = RATING_WORDS.get(rating_words[-1].lower()) if rating_words else None
50        if rating is None:
51            raise DropItem(f'Unknown rating {raw_rating!r} for {title!r}.')
52
53        return BookItem(
54            title=title,
55            price=price,
56            rating=rating,
57            in_stock='in stock' in raw_in_stock.lower(),
58        )

actor_scrapy_books_example/init.py

actor_scrapy_books_example/settings.py

1BOT_NAME = 'books_scraper'
2LOG_LEVEL = 'INFO'
3
4# Set depth limit to 50 since there are 50 pages of books on the books.toscrape.com
5DEPTH_LIMIT = 50
6
7SPIDER_MODULES = ['actor_scrapy_books_example.spiders']
8NEWSPIDER_MODULE = 'actor_scrapy_books_example.spiders'
9
10# Obey robots.txt rules
11ROBOTSTXT_OBEY = True
12
13# Set settings whose default value is deprecated to a future-proof value
14REQUEST_FINGERPRINTER_IMPLEMENTATION = '2.7'
15TWISTED_REACTOR = 'twisted.internet.asyncioreactor.AsyncioSelectorReactor'
16FEED_EXPORT_ENCODING = 'utf-8'
17
18ITEM_PIPELINES = {
19    'actor_scrapy_books_example.pipelines.CleaningPipeline': 100,
20}

.github/workflows/run_code_checks.yaml

name: Run code checks

on:
  # Trigger code checks on opening or updating a pull request.
  pull_request:

  # Pushing to the master branch triggers code checks.
  push:
    branches:
      - master
    tags-ignore:
      - "**" # Ignore all tags to prevent duplicate checks when tags are pushed.

  # It should also be possible to trigger checks manually.
  workflow_dispatch:

permissions:
  contents: read

jobs:
  actions_lint_check:
    name: Actions lint check
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repository
        uses: actions/checkout@v6
      - name: Run actionlint
        uses: rhysd/actionlint@v1.7.12

  spell_check:
    name: Spell check
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repository
        uses: actions/checkout@v6
      - name: Check spelling with typos
        uses: crate-ci/typos@v1

  lint_check:
    name: Lint check
    uses: apify/workflows/.github/workflows/python_lint_check.yaml@v0.45.0
    with:
      python_versions: '["3.14"]'

  type_check:
    name: Type check
    uses: apify/workflows/.github/workflows/python_type_check.yaml@v0.45.0
    with:
      python_versions: '["3.14"]'

.github/workflows/push_to_apify.yaml

name: Push to Apify

on:
  workflow_dispatch:

jobs:
  push_to_apify:
    runs-on: ubuntu-latest

    steps:
      - name: Checkout sources
        uses: actions/checkout@v6

      - name: Set up Node.js
        uses: actions/setup-node@v6
        with:
          node-version: 24

      - name: Push to Apify
        uses: apify/push-actor-action@v1.1.1
        with:
          token: ${{ secrets.APIFY_TOKEN }}

.github/workflows/check_pr_title.yaml

name: Check PR title

on:
  pull_request_target:
    types: [opened, edited, synchronize]

jobs:
  check_pr_title:
    name: Check PR title
    runs-on: ubuntu-latest
    steps:
      - uses: amannn/action-semantic-pull-request@v6.1.1
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/update_new_issue.yaml

name: Update new issue

on:
  issues:
    types:
      - opened

jobs:
  label_issues:
    name: Label issues
    runs-on: ubuntu-latest
    permissions:
      issues: write

    steps:
      # Add the "t-tooling" label to all new issues
      - uses: actions/github-script@v9
        with:
          script: |
            github.rest.issues.addLabels({
              issue_number: context.issue.number,
              owner: context.repo.owner,
              repo: context.repo.repo,
              labels: ["t-tooling"]
            })

actor_scrapy_books_example/spiders/book.py

1from __future__ import annotations
2
3from typing import TYPE_CHECKING
4
5from scrapy import Spider
6
7from actor_scrapy_books_example.items import BookItem
8
9if TYPE_CHECKING:
10    from collections.abc import Generator
11
12    from scrapy import Request
13    from scrapy.http import Response
14
15
16class BookSpider(Spider):
17    """Scrape books from https://books.toscrape.com/."""
18
19    name = 'book_spider'
20    # Scrapy treats these as class-level configuration, so RUF012 (ClassVar) does not apply;
21    # annotating them as ClassVar also conflicts with Spider's base attribute types.
22    start_urls = ['https://books.toscrape.com/']  # noqa: RUF012
23    allowed_domains = ['books.toscrape.com']  # noqa: RUF012
24
25    def parse(self, response: Response) -> Generator[BookItem | Request]:
26        """Parse a listing page, yielding a book item per product and following pagination."""
27        self.logger.info('BookSpider is parsing %s...', response)
28        articles = response.css('article.product_pod')
29
30        for article in articles:
31            yield BookItem(
32                title=(article.css('h3 > a::attr(title)').get() or '').strip(),
33                price=(article.css('.price_color::text').get() or '').strip(),
34                rating=(article.css('.star-rating::attr(class)').get() or '').strip(),
35                # `::text` returns several nodes split by the inner <i> icon; join them so we
36                # capture the availability text regardless of how the markup is whitespaced.
37                in_stock=' '.join(article.css('.instock.availability::text').getall()).strip(),
38            )
39
40        next_page_link = response.css('li.next a::attr(href)').get()
41        if next_page_link:
42            yield response.follow(next_page_link)

actor_scrapy_books_example/spiders/init.py

1from .book import BookSpider

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.dockerignore

LICENSE

.gitignore

pyproject.toml

uv.lock

mise.toml

CLAUDE.md

.python-version

scrapy.cfg

.actor/Dockerfile

.actor/actor.json

.actor/input_schema.json

.actor/dataset_schema.json

.actor/output_schema.json

actor_scrapy_books_example/main.py

actor_scrapy_books_example/items.py

actor_scrapy_books_example/__main__.py

actor_scrapy_books_example/pipelines.py

actor_scrapy_books_example/__init__.py

actor_scrapy_books_example/settings.py

.github/workflows/run_code_checks.yaml

.github/workflows/push_to_apify.yaml

.github/workflows/check_pr_title.yaml

.github/workflows/update_new_issue.yaml

actor_scrapy_books_example/spiders/book.py

actor_scrapy_books_example/spiders/__init__.py

actor_scrapy_books_example/main.py

actor_scrapy_books_example/init.py

actor_scrapy_books_example/spiders/init.py