Merge branch 'master' into doc-fix

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Andrey Rahmatullin 2022-01-21 13:58:43 +05:00 committed by GitHub
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538 changed files with 34992 additions and 12882 deletions

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@ -0,0 +1,18 @@
skips:
- B101
- B105
- B301
- B303
- B306
- B307
- B311
- B320
- B321
- B402 # https://github.com/scrapy/scrapy/issues/4180
- B403
- B404
- B406
- B410
- B503
- B603
- B605

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@ -1,8 +1,7 @@
[bumpversion]
current_version = 1.5.0
current_version = 2.5.0
commit = True
tag = True
tag_name = {new_version}
[bumpversion:file:scrapy/VERSION]

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@ -3,17 +3,3 @@ branch = true
include = scrapy/*
omit =
tests/*
scrapy/xlib/*
scrapy/conf.py
scrapy/stats.py
scrapy/project.py
scrapy/utils/decorator.py
scrapy/statscol.py
scrapy/squeue.py
scrapy/log.py
scrapy/dupefilter.py
scrapy/command.py
scrapy/linkextractor.py
scrapy/spider.py
scrapy/contrib/*
scrapy/contrib_exp/*

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@ -0,0 +1,19 @@
[flake8]
max-line-length = 119
ignore = W503
exclude =
# Exclude files that are meant to provide top-level imports
# E402: Module level import not at top of file
# F401: Module imported but unused
scrapy/__init__.py E402
scrapy/core/downloader/handlers/http.py F401
scrapy/http/__init__.py F401
scrapy/linkextractors/__init__.py E402 F401
scrapy/selector/__init__.py F401
scrapy/spiders/__init__.py E402 F401
# Issues pending a review:
scrapy/utils/url.py F403 F405
tests/test_loader.py E741

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@ -0,0 +1 @@
tests/sample_data/** binary

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@ -0,0 +1,41 @@
---
name: Bug report
about: Report a problem to help us improve
---
<!--
Thanks for taking an interest in Scrapy!
If you have a question that starts with "How to...", please see the Scrapy Community page: https://scrapy.org/community/.
The GitHub issue tracker's purpose is to deal with bug reports and feature requests for the project itself.
Keep in mind that by filing an issue, you are expected to comply with Scrapy's Code of Conduct, including treating everyone with respect: https://github.com/scrapy/scrapy/blob/master/CODE_OF_CONDUCT.md
The following is a suggested template to structure your issue, you can find more guidelines at https://doc.scrapy.org/en/latest/contributing.html#reporting-bugs
-->
### Description
[Description of the issue]
### Steps to Reproduce
1. [First Step]
2. [Second Step]
3. [and so on...]
**Expected behavior:** [What you expect to happen]
**Actual behavior:** [What actually happens]
**Reproduces how often:** [What percentage of the time does it reproduce?]
### Versions
Please paste here the output of executing `scrapy version --verbose` in the command line.
### Additional context
Any additional information, configuration, data or output from commands that might be necessary to reproduce or understand the issue. Please try not to include screenshots of code or the command line, paste the contents as text instead. You can use [GitHub Flavored Markdown](https://help.github.com/en/articles/creating-and-highlighting-code-blocks) to make the text look better.

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@ -0,0 +1,33 @@
---
name: Feature request
about: Suggest an idea for an enhancement or new feature
---
<!--
Thanks for taking an interest in Scrapy!
If you have a question that starts with "How to...", please see the Scrapy Community page: https://scrapy.org/community/.
The GitHub issue tracker's purpose is to deal with bug reports and feature requests for the project itself.
Keep in mind that by filing an issue, you are expected to comply with Scrapy's Code of Conduct, including treating everyone with respect: https://github.com/scrapy/scrapy/blob/master/CODE_OF_CONDUCT.md
The following is a suggested template to structure your pull request, you can find more guidelines at https://doc.scrapy.org/en/latest/contributing.html#writing-patches and https://doc.scrapy.org/en/latest/contributing.html#submitting-patches
-->
## Summary
One paragraph explanation of the feature.
## Motivation
Why are we doing this? What use cases does it support? What is the expected outcome?
## Describe alternatives you've considered
A clear and concise description of the alternative solutions you've considered. Be sure to explain why Scrapy's existing customizability isn't suitable for this feature.
## Additional context
Any additional information about the feature request here.

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@ -0,0 +1,45 @@
name: Checks
on: [push, pull_request]
jobs:
checks:
runs-on: ubuntu-18.04
strategy:
fail-fast: false
matrix:
include:
- python-version: "3.10"
env:
TOXENV: security
- python-version: "3.10"
env:
TOXENV: flake8
# Pylint requires installing reppy, which does not support Python 3.9
# https://github.com/seomoz/reppy/issues/122
- python-version: 3.8
env:
TOXENV: pylint
TOX_PIP_VERSION: 20.3.3
- python-version: 3.6
env:
TOXENV: typing
- python-version: "3.10" # Keep in sync with .readthedocs.yml
env:
TOXENV: docs
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Run check
env: ${{ matrix.env }}
run: |
if [[ ! -z "$TOX_PIP_VERSION" ]]; then
pip install tox-pip-version
fi
pip install -U tox
tox

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@ -0,0 +1,31 @@
name: Publish
on: [push]
jobs:
publish:
runs-on: ubuntu-18.04
if: startsWith(github.event.ref, 'refs/tags/')
steps:
- uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: "3.10"
- name: Check Tag
id: check-release-tag
run: |
if [[ ${{ github.event.ref }} =~ ^refs/tags/[0-9]+[.][0-9]+[.][0-9]+(rc[0-9]+|[.]dev[0-9]+)?$ ]]; then
echo ::set-output name=release_tag::true
fi
- name: Publish to PyPI
if: steps.check-release-tag.outputs.release_tag == 'true'
run: |
pip install --upgrade setuptools wheel twine
python setup.py sdist bdist_wheel
export TWINE_USERNAME=__token__
export TWINE_PASSWORD=${{ secrets.PYPI_TOKEN }}
twine upload dist/*

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@ -0,0 +1,26 @@
name: macOS
on: [push, pull_request]
jobs:
tests:
runs-on: macos-10.15
strategy:
fail-fast: false
matrix:
python-version: ["3.6", "3.7", "3.8", "3.9", "3.10"]
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Run tests
run: |
pip install -U tox
tox -e py
- name: Upload coverage report
run: bash <(curl -s https://codecov.io/bash)

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@ -0,0 +1,83 @@
name: Ubuntu
on: [push, pull_request]
jobs:
tests:
runs-on: ubuntu-18.04
strategy:
fail-fast: false
matrix:
include:
- python-version: 3.7
env:
TOXENV: py
- python-version: 3.8
env:
TOXENV: py
- python-version: 3.9
env:
TOXENV: py
- python-version: "3.10"
env:
TOXENV: py
- python-version: "3.10"
env:
TOXENV: asyncio
- python-version: pypy3
env:
TOXENV: pypy3
PYPY_VERSION: 3.6-v7.3.3
# pinned deps
- python-version: 3.6.12
env:
TOXENV: pinned
- python-version: 3.6.12
env:
TOXENV: asyncio-pinned
- python-version: pypy3
env:
TOXENV: pypy3-pinned
PYPY_VERSION: 3.6-v7.2.0
# extras
# extra-deps includes reppy, which does not support Python 3.9
# https://github.com/seomoz/reppy/issues/122
- python-version: 3.8
env:
TOXENV: extra-deps
TOX_PIP_VERSION: 20.3.3
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Install system libraries
if: matrix.python-version == 'pypy3' || contains(matrix.env.TOXENV, 'pinned') || matrix.python-version == '3.10.0-beta.4'
run: |
sudo apt-get update
# libxml2 2.9.12 from ondrej/php PPA breaks lxml so we pin it to the bionic-updates repo version
sudo apt-get install libxml2-dev/bionic-updates libxslt-dev
- name: Run tests
env: ${{ matrix.env }}
run: |
if [[ ! -z "$PYPY_VERSION" ]]; then
export PYPY_VERSION="pypy$PYPY_VERSION-linux64"
wget "https://downloads.python.org/pypy/${PYPY_VERSION}.tar.bz2"
tar -jxf ${PYPY_VERSION}.tar.bz2
$PYPY_VERSION/bin/pypy3 -m venv "$HOME/virtualenvs/$PYPY_VERSION"
source "$HOME/virtualenvs/$PYPY_VERSION/bin/activate"
fi
if [[ ! -z "$TOX_PIP_VERSION" ]]; then
pip install tox-pip-version
fi
pip install -U tox
tox
- name: Upload coverage report
run: bash <(curl -s https://codecov.io/bash)

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@ -0,0 +1,42 @@
name: Windows
on: [push, pull_request]
jobs:
tests:
runs-on: windows-latest
strategy:
fail-fast: false
matrix:
include:
- python-version: 3.6
env:
TOXENV: windows-pinned
- python-version: 3.7
env:
TOXENV: py
- python-version: 3.8
env:
TOXENV: py
- python-version: 3.9
env:
TOXENV: py
- python-version: "3.10"
env:
TOXENV: py
- python-version: "3.10"
env:
TOXENV: asyncio
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Run tests
env: ${{ matrix.env }}
run: |
pip install -U tox
tox

6
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@ -12,8 +12,14 @@ dist
.idea
htmlcov/
.coverage
.pytest_cache/
.coverage.*
coverage.*
test-output.*
.cache/
.mypy_cache/
/tests/keys/localhost.crt
/tests/keys/localhost.key
# Windows
Thumbs.db

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@ -0,0 +1,17 @@
version: 2
formats: all
sphinx:
configuration: docs/conf.py
fail_on_warning: true
build:
os: ubuntu-20.04
tools:
# For available versions, see:
# https://docs.readthedocs.io/en/stable/config-file/v2.html#build-tools-python
python: "3.10" # Keep in sync with .github/workflows/checks.yml
python:
install:
- requirements: docs/requirements.txt
- path: .

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@ -1,65 +0,0 @@
language: python
sudo: false
branches:
only:
- master
- /^\d\.\d+$/
- /^\d\.\d+\.\d+(rc\d+|\.dev\d+)?$/
matrix:
include:
- python: 2.7
env: TOXENV=py27
- python: 2.7
env: TOXENV=jessie
- python: 2.7
env: TOXENV=pypy
- python: 2.7
env: TOXENV=pypy3
- python: 3.4
env: TOXENV=py34
- python: 3.5
env: TOXENV=py35
- python: 3.6
env: TOXENV=py36
- python: 3.6
env: TOXENV=docs
install:
- |
if [ "$TOXENV" = "pypy" ]; then
export PYPY_VERSION="pypy-5.9-linux_x86_64-portable"
wget "https://bitbucket.org/squeaky/portable-pypy/downloads/${PYPY_VERSION}.tar.bz2"
tar -jxf ${PYPY_VERSION}.tar.bz2
virtualenv --python="$PYPY_VERSION/bin/pypy" "$HOME/virtualenvs/$PYPY_VERSION"
source "$HOME/virtualenvs/$PYPY_VERSION/bin/activate"
fi
if [ "$TOXENV" = "pypy3" ]; then
export PYPY_VERSION="pypy3.5-5.9-beta-linux_x86_64-portable"
wget "https://bitbucket.org/squeaky/portable-pypy/downloads/${PYPY_VERSION}.tar.bz2"
tar -jxf ${PYPY_VERSION}.tar.bz2
virtualenv --python="$PYPY_VERSION/bin/pypy3" "$HOME/virtualenvs/$PYPY_VERSION"
source "$HOME/virtualenvs/$PYPY_VERSION/bin/activate"
fi
- pip install -U tox twine wheel codecov
script: tox
after_success:
- codecov
notifications:
irc:
use_notice: true
skip_join: true
channels:
- irc.freenode.org#scrapy
cache:
directories:
- $HOME/.cache/pip
deploy:
provider: pypi
distributions: "sdist bdist_wheel"
user: scrapy
password:
secure: JaAKcy1AXWXDK3LXdjOtKyaVPCSFoCGCnW15g4f65E/8Fsi9ZzDfmBa4Equs3IQb/vs/if2SVrzJSr7arN7r9Z38Iv1mUXHkFAyA3Ym8mThfABBzzcUWEQhIHrCX0Tdlx9wQkkhs+PZhorlmRS4gg5s6DzPaeA2g8SCgmlRmFfA=
on:
tags: true
repo: scrapy/scrapy
condition: "$TOXENV == py27 && $TRAVIS_TAG =~ ^[0-9]+[.][0-9]+[.][0-9]+(rc[0-9]+|[.]dev[0-9]+)?$"

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@ -1,8 +1,8 @@
Scrapy was brought to life by Shane Evans while hacking a scraping framework
prototype for Mydeco (mydeco.com). It soon became maintained, extended and
improved by Insophia (insophia.com), with the initial sponsorship of Mydeco to
bootstrap the project. In mid-2011, Scrapinghub became the new official
maintainer.
bootstrap the project. In mid-2011, Scrapinghub (now Zyte) became the new
official maintainer.
Here is the list of the primary authors & contributors:

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@ -3,7 +3,7 @@
## Our Pledge
In the interest of fostering an open and welcoming environment, we as
contributors and maintainers pledge to making participation in our project and
contributors and maintainers pledge to make participation in our project and
our community a harassment-free experience for everyone, regardless of age, body
size, disability, ethnicity, gender identity and expression, level of experience,
nationality, personal appearance, race, religion, or sexual identity and
@ -55,7 +55,7 @@ further defined and clarified by project maintainers.
## Enforcement
Instances of abusive, harassing, or otherwise unacceptable behavior may be
reported by contacting the project team at opensource@scrapinghub.com. All
reported by contacting the project team at opensource@zyte.com. All
complaints will be reviewed and investigated and will result in a response that
is deemed necessary and appropriate to the circumstances. The project team is
obligated to maintain confidentiality with regard to the reporter of an incident.
@ -68,7 +68,10 @@ members of the project's leadership.
## Attribution
This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
available at [http://contributor-covenant.org/version/1/4][version]
available at [http://contributor-covenant.org/version/1/4][version].
[homepage]: http://contributor-covenant.org
[version]: http://contributor-covenant.org/version/1/4/
For answers to common questions about this code of conduct, see
https://www.contributor-covenant.org/faq

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@ -1,5 +1,5 @@
The guidelines for contributing are available here:
https://doc.scrapy.org/en/master/contributing.html
https://docs.scrapy.org/en/master/contributing.html
Please do not abuse the issue tracker for support questions.
If your issue topic can be rephrased to "How to ...?", please use the

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@ -1,4 +1,4 @@
For information about installing Scrapy see:
* docs/intro/install.rst (local file)
* https://doc.scrapy.org/en/latest/intro/install.html (online version)
* https://docs.scrapy.org/en/latest/intro/install.html (online version)

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@ -5,10 +5,10 @@ Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
1. Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
this list of conditions, and the following disclaimer.
2. Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the following disclaimer in the
notice, this list of conditions, and the following disclaimer in the
documentation and/or other materials provided with the distribution.
3. Neither the name of Scrapy nor the names of its contributors may be used

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@ -3,13 +3,24 @@ include AUTHORS
include INSTALL
include LICENSE
include MANIFEST.in
include NEWS
include scrapy/VERSION
include scrapy/mime.types
include codecov.yml
include conftest.py
include pytest.ini
include requirements-*.txt
include tox.ini
recursive-include scrapy/templates *
recursive-include scrapy license.txt
recursive-include docs *
prune docs/build
recursive-include extras *
recursive-include bin *
recursive-include tests *
global-exclude __pycache__ *.py[cod]

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@ -1,24 +0,0 @@
TRIAL := $(shell which trial)
BRANCH := $(shell git rev-parse --abbrev-ref HEAD)
export PYTHONPATH=$(PWD)
test:
coverage run --branch $(TRIAL) --reporter=text tests
rm -rf htmlcov && coverage html
-s3cmd sync -P htmlcov/ s3://static.scrapy.org/coverage-scrapy-$(BRANCH)/
build:
git describe --tags --match '[0-9]*' |sed 's/-/.post/;s/-g/+g/' >scrapy/VERSION
debchange -m -D unstable --force-distribution -v \
$$(python setup.py --version |sed -r 's/([0-9]+.[0-9]+.[0-9]+)(a|b|rc|dev)([0-9]*)/\1~\2\3/')-$$(date +%s) \
"Automatic build"
debuild -us -uc -b
clean:
git checkout debian scrapy/VERSION
git clean -dfq
pypi:
umask 0022 && chmod -R a+rX . && python setup.py sdist upload
.PHONY: clean test build

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@ -1,3 +1,6 @@
.. image:: /artwork/scrapy-logo.jpg
:width: 400px
======
Scrapy
======
@ -10,9 +13,17 @@ Scrapy
:target: https://pypi.python.org/pypi/Scrapy
:alt: Supported Python Versions
.. image:: https://img.shields.io/travis/scrapy/scrapy/master.svg
:target: https://travis-ci.org/scrapy/scrapy
:alt: Build Status
.. image:: https://github.com/scrapy/scrapy/workflows/Ubuntu/badge.svg
:target: https://github.com/scrapy/scrapy/actions?query=workflow%3AUbuntu
:alt: Ubuntu
.. image:: https://github.com/scrapy/scrapy/workflows/macOS/badge.svg
:target: https://github.com/scrapy/scrapy/actions?query=workflow%3AmacOS
:alt: macOS
.. image:: https://github.com/scrapy/scrapy/workflows/Windows/badge.svg
:target: https://github.com/scrapy/scrapy/actions?query=workflow%3AWindows
:alt: Windows
.. image:: https://img.shields.io/badge/wheel-yes-brightgreen.svg
:target: https://pypi.python.org/pypi/Scrapy
@ -34,14 +45,21 @@ Scrapy is a fast high-level web crawling and web scraping framework, used to
crawl websites and extract structured data from their pages. It can be used for
a wide range of purposes, from data mining to monitoring and automated testing.
For more information including a list of features check the Scrapy homepage at:
https://scrapy.org
Scrapy is maintained by Zyte_ (formerly Scrapinghub) and `many other
contributors`_.
.. _many other contributors: https://github.com/scrapy/scrapy/graphs/contributors
.. _Zyte: https://www.zyte.com/
Check the Scrapy homepage at https://scrapy.org for more information,
including a list of features.
Requirements
============
* Python 2.7 or Python 3.4+
* Works on Linux, Windows, Mac OSX, BSD
* Python 3.6+
* Works on Linux, Windows, macOS, BSD
Install
=======
@ -50,29 +68,29 @@ The quick way::
pip install scrapy
For more details see the install section in the documentation:
https://doc.scrapy.org/en/latest/intro/install.html
See the install section in the documentation at
https://docs.scrapy.org/en/latest/intro/install.html for more details.
Documentation
=============
Documentation is available online at https://doc.scrapy.org/ and in the ``docs``
Documentation is available online at https://docs.scrapy.org/ and in the ``docs``
directory.
Releases
========
You can find release notes at https://doc.scrapy.org/en/latest/news.html
You can check https://docs.scrapy.org/en/latest/news.html for the release notes.
Community (blog, twitter, mail list, IRC)
=========================================
See https://scrapy.org/community/
See https://scrapy.org/community/ for details.
Contributing
============
See https://doc.scrapy.org/en/master/contributing.html
See https://docs.scrapy.org/en/master/contributing.html for details.
Code of Conduct
---------------
@ -81,14 +99,14 @@ Please note that this project is released with a Contributor Code of Conduct
(see https://github.com/scrapy/scrapy/blob/master/CODE_OF_CONDUCT.md).
By participating in this project you agree to abide by its terms.
Please report unacceptable behavior to opensource@scrapinghub.com.
Please report unacceptable behavior to opensource@zyte.com.
Companies using Scrapy
======================
See https://scrapy.org/companies/
See https://scrapy.org/companies/ for a list.
Commercial Support
==================
See https://scrapy.org/support/
See https://scrapy.org/support/ for details.

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@ -1,5 +1,4 @@
:orphan:
==============
Scrapy artwork
==============

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@ -1,44 +1,90 @@
import glob
import six
from pathlib import Path
import pytest
from twisted import version as twisted_version
from twisted.web.http import H2_ENABLED
from scrapy.utils.reactor import install_reactor
from tests.keys import generate_keys
def _py_files(folder):
return glob.glob(folder + "/*.py") + glob.glob(folder + "/*/*.py")
return (str(p) for p in Path(folder).rglob('*.py'))
collect_ignore = [
# deprecated or moved modules
"scrapy/conf.py",
"scrapy/stats.py",
"scrapy/project.py",
"scrapy/utils/decorator.py",
"scrapy/statscol.py",
"scrapy/squeue.py",
"scrapy/log.py",
"scrapy/dupefilter.py",
"scrapy/command.py",
"scrapy/linkextractor.py",
"scrapy/spider.py",
# not a test, but looks like a test
"scrapy/utils/testsite.py",
# contains scripts to be run by tests/test_crawler.py::CrawlerProcessSubprocess
*_py_files("tests/CrawlerProcess"),
# contains scripts to be run by tests/test_crawler.py::CrawlerRunnerSubprocess
*_py_files("tests/CrawlerRunner"),
]
] + _py_files("scrapy/contrib") + _py_files("scrapy/contrib_exp")
if (twisted_version.major, twisted_version.minor, twisted_version.micro) >= (15, 5, 0):
collect_ignore += _py_files("scrapy/xlib/tx")
if six.PY3:
for line in open('tests/py3-ignores.txt'):
with open('tests/ignores.txt') as reader:
for line in reader:
file_path = line.strip()
if file_path and file_path[0] != '#':
collect_ignore.append(file_path)
if not H2_ENABLED:
collect_ignore.extend(
(
'scrapy/core/downloader/handlers/http2.py',
*_py_files("scrapy/core/http2"),
)
)
@pytest.fixture()
def chdir(tmpdir):
"""Change to pytest-provided temporary directory"""
tmpdir.chdir()
def pytest_collection_modifyitems(session, config, items):
# Avoid executing tests when executing `--flake8` flag (pytest-flake8)
try:
from pytest_flake8 import Flake8Item
if config.getoption('--flake8'):
items[:] = [item for item in items if isinstance(item, Flake8Item)]
except ImportError:
pass
def pytest_addoption(parser):
parser.addoption(
"--reactor",
default="default",
choices=["default", "asyncio"],
)
@pytest.fixture(scope='class')
def reactor_pytest(request):
if not request.cls:
# doctests
return
request.cls.reactor_pytest = request.config.getoption("--reactor")
return request.cls.reactor_pytest
@pytest.fixture(autouse=True)
def only_asyncio(request, reactor_pytest):
if request.node.get_closest_marker('only_asyncio') and reactor_pytest != 'asyncio':
pytest.skip('This test is only run with --reactor=asyncio')
@pytest.fixture(autouse=True)
def only_not_asyncio(request, reactor_pytest):
if request.node.get_closest_marker('only_not_asyncio') and reactor_pytest == 'asyncio':
pytest.skip('This test is only run without --reactor=asyncio')
def pytest_configure(config):
if config.getoption("--reactor") == "asyncio":
install_reactor("twisted.internet.asyncioreactor.AsyncioSelectorReactor")
# Generate localhost certificate files, needed by some tests
generate_keys()

5
debian/changelog vendored
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@ -1,5 +0,0 @@
scrapy (0.11) unstable; urgency=low
* Initial release.
-- Scrapinghub Team <info@scrapinghub.com> Thu, 10 Jun 2010 17:24:02 -0300

1
debian/compat vendored
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@ -1 +0,0 @@
7

20
debian/control vendored
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@ -1,20 +0,0 @@
Source: scrapy
Section: python
Priority: optional
Maintainer: Scrapinghub Team <info@scrapinghub.com>
Build-Depends: debhelper (>= 7.0.50), python (>=2.7), python-twisted, python-w3lib, python-lxml, python-six (>=1.5.2)
Standards-Version: 3.8.4
Homepage: https://scrapy.org/
Package: scrapy
Architecture: all
Depends: ${python:Depends}, python-lxml, python-twisted, python-openssl,
python-w3lib (>= 1.8.0), python-queuelib, python-cssselect (>= 0.9), python-six (>=1.5.2)
Recommends: python-setuptools
Conflicts: python-scrapy, scrapy-0.25
Provides: python-scrapy, scrapy-0.25
Description: Python web crawling and web scraping framework
Scrapy is a fast high-level web crawling and web scraping framework,
used to crawl websites and extract structured data from their pages.
It can be used for a wide range of purposes, from data mining to
monitoring and automated testing.

40
debian/copyright vendored
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@ -1,40 +0,0 @@
This package was debianized by the Scrapinghub team <info@scrapinghub.com>.
It was downloaded from https://scrapy.org
Upstream Author: Scrapy Developers
Copyright: 2007-2013 Scrapy Developers
License: bsd
Copyright (c) Scrapy developers.
All rights reserved.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
1. Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
2. Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the following disclaimer in the
documentation and/or other materials provided with the distribution.
3. Neither the name of Scrapy nor the names of its contributors may be used
to endorse or promote products derived from this software without
specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
The Debian packaging is (C) 2010-2013, Scrapinghub <info@scrapinghub.com> and
is licensed under the BSD, see `/usr/share/common-licenses/BSD'.

1
debian/pyversions vendored
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@ -1 +0,0 @@
2.7

5
debian/rules vendored
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@ -1,5 +0,0 @@
#!/usr/bin/make -f
# -*- makefile -*-
%:
dh $@

2
debian/scrapy.docs vendored
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@ -1,2 +0,0 @@
README.rst
AUTHORS

View File

@ -1,2 +0,0 @@
extras/scrapy_bash_completion etc/bash_completion.d/
extras/scrapy_zsh_completion /usr/share/zsh/vendor-completions/_scrapy

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@ -1,2 +0,0 @@
new-package-should-close-itp-bug
extra-license-file usr/share/pyshared/scrapy/xlib/pydispatch/license.txt

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@ -1 +0,0 @@
extras/scrapy.1

View File

@ -8,7 +8,7 @@ PYTHON = python
SPHINXOPTS =
PAPER =
SOURCES =
SHELL = /bin/bash
SHELL = /usr/bin/env bash
ALLSPHINXOPTS = -b $(BUILDER) -d build/doctrees \
-D latex_elements.papersize=$(PAPER) \
@ -82,6 +82,9 @@ pydoc-topics: build
@echo "Building finished; now copy build/pydoc-topics/pydoc_topics.py " \
"into the Lib/ directory"
coverage: BUILDER = coverage
coverage: build
htmlview: html
$(PYTHON) -c "import webbrowser, os; webbrowser.open('file://' + \
os.path.realpath('build/html/index.html'))"

View File

@ -57,3 +57,12 @@ There is a way to recreate the doc automatically when you make changes, you
need to install watchdog (``pip install watchdog``) and then use::
make watch
Alternative method using tox
----------------------------
To compile the documentation to HTML run the following command::
tox -e docs
Documentation will be generated (in HTML format) inside the ``.tox/docs/tmp/html`` dir.

View File

@ -17,7 +17,7 @@ class SettingsListDirective(Directive):
def is_setting_index(node):
if node.tagname == 'index':
# index entries for setting directives look like:
# [(u'pair', u'SETTING_NAME; setting', u'std:setting-SETTING_NAME', '')]
# [('pair', 'SETTING_NAME; setting', 'std:setting-SETTING_NAME', '')]
entry_type, info, refid = node['entries'][0][:3]
return entry_type == 'pair' and info.endswith('; setting')
return False

10
docs/_static/custom.css vendored Normal file
View File

@ -0,0 +1,10 @@
/* Move lists closer to their introducing paragraph */
.rst-content .section ol p, .rst-content .section ul p {
margin-bottom: 0px;
}
.rst-content p + ol, .rst-content p + ul {
margin-top: -18px; /* Compensates margin-top: 24px of p */
}
.rst-content dl p + ol, .rst-content dl p + ul {
margin-top: -6px; /* Compensates margin-top: 12px of p */
}

View File

@ -3,14 +3,9 @@
{% block footer %}
{{ super() }}
<script type="text/javascript">
!function(){var analytics=window.analytics=window.analytics||[];if(!analytics.initialize)if(analytics.invoked)window.console&&console.error&&console.error("Segment snippet included twice.");else{analytics.invoked=!0;analytics.methods=["trackSubmit","trackClick","trackLink","trackForm","pageview","identify","reset","group","track","ready","alias","page","once","off","on"];analytics.factory=function(t){return function(){var e=Array.prototype.slice.call(arguments);e.unshift(t);analytics.push(e);return analytics}};for(var t=0;t<analytics.methods.length;t++){var e=analytics.methods[t];analytics[e]=analytics.factory(e)}analytics.load=function(t){var e=document.createElement("script");e.type="text/javascript";e.async=!0;e.src=("https:"===document.location.protocol?"https://":"http://")+"cdn.segment.com/analytics.js/v1/"+t+"/analytics.min.js";var n=document.getElementsByTagName("script")[0];n.parentNode.insertBefore(e,n)};analytics.SNIPPET_VERSION="3.1.0";
analytics.load("8UDQfnf3cyFSTsM4YANnW5sXmgZVILbA");
analytics.page();
}}();
analytics.ready(function () {
ga('require', 'linker');
ga('linker:autoLink', ['scrapinghub.com', 'crawlera.com']);
ga('linker:autoLink', ['zyte.com']);
});
</script>
{% endblock %}

281
docs/_tests/quotes.html Normal file
View File

@ -0,0 +1,281 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Quotes to Scrape</title>
<link rel="stylesheet" href="/static/bootstrap.min.css">
<link rel="stylesheet" href="/static/main.css">
</head>
<body>
<div class="container">
<div class="row header-box">
<div class="col-md-8">
<h1>
<a href="/" style="text-decoration: none">Quotes to Scrape</a>
</h1>
</div>
<div class="col-md-4">
<p>
<a href="/login">Login</a>
</p>
</div>
</div>
<div class="row">
<div class="col-md-8">
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”</span>
<span>by <small class="author" itemprop="author">Albert Einstein</small>
<a href="/author/Albert-Einstein">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="change,deep-thoughts,thinking,world" / >
<a class="tag" href="/tag/change/page/1/">change</a>
<a class="tag" href="/tag/deep-thoughts/page/1/">deep-thoughts</a>
<a class="tag" href="/tag/thinking/page/1/">thinking</a>
<a class="tag" href="/tag/world/page/1/">world</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“It is our choices, Harry, that show what we truly are, far more than our abilities.”</span>
<span>by <small class="author" itemprop="author">J.K. Rowling</small>
<a href="/author/J-K-Rowling">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="abilities,choices" / >
<a class="tag" href="/tag/abilities/page/1/">abilities</a>
<a class="tag" href="/tag/choices/page/1/">choices</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”</span>
<span>by <small class="author" itemprop="author">Albert Einstein</small>
<a href="/author/Albert-Einstein">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="inspirational,life,live,miracle,miracles" / >
<a class="tag" href="/tag/inspirational/page/1/">inspirational</a>
<a class="tag" href="/tag/life/page/1/">life</a>
<a class="tag" href="/tag/live/page/1/">live</a>
<a class="tag" href="/tag/miracle/page/1/">miracle</a>
<a class="tag" href="/tag/miracles/page/1/">miracles</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”</span>
<span>by <small class="author" itemprop="author">Jane Austen</small>
<a href="/author/Jane-Austen">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="aliteracy,books,classic,humor" / >
<a class="tag" href="/tag/aliteracy/page/1/">aliteracy</a>
<a class="tag" href="/tag/books/page/1/">books</a>
<a class="tag" href="/tag/classic/page/1/">classic</a>
<a class="tag" href="/tag/humor/page/1/">humor</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“Imperfection is beauty, madness is genius and it&#39;s better to be absolutely ridiculous than absolutely boring.”</span>
<span>by <small class="author" itemprop="author">Marilyn Monroe</small>
<a href="/author/Marilyn-Monroe">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="be-yourself,inspirational" / >
<a class="tag" href="/tag/be-yourself/page/1/">be-yourself</a>
<a class="tag" href="/tag/inspirational/page/1/">inspirational</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“Try not to become a man of success. Rather become a man of value.”</span>
<span>by <small class="author" itemprop="author">Albert Einstein</small>
<a href="/author/Albert-Einstein">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="adulthood,success,value" / >
<a class="tag" href="/tag/adulthood/page/1/">adulthood</a>
<a class="tag" href="/tag/success/page/1/">success</a>
<a class="tag" href="/tag/value/page/1/">value</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“It is better to be hated for what you are than to be loved for what you are not.”</span>
<span>by <small class="author" itemprop="author">André Gide</small>
<a href="/author/Andre-Gide">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="life,love" / >
<a class="tag" href="/tag/life/page/1/">life</a>
<a class="tag" href="/tag/love/page/1/">love</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“I have not failed. I&#39;ve just found 10,000 ways that won&#39;t work.”</span>
<span>by <small class="author" itemprop="author">Thomas A. Edison</small>
<a href="/author/Thomas-A-Edison">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="edison,failure,inspirational,paraphrased" / >
<a class="tag" href="/tag/edison/page/1/">edison</a>
<a class="tag" href="/tag/failure/page/1/">failure</a>
<a class="tag" href="/tag/inspirational/page/1/">inspirational</a>
<a class="tag" href="/tag/paraphrased/page/1/">paraphrased</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“A woman is like a tea bag; you never know how strong it is until it&#39;s in hot water.”</span>
<span>by <small class="author" itemprop="author">Eleanor Roosevelt</small>
<a href="/author/Eleanor-Roosevelt">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="misattributed-eleanor-roosevelt" / >
<a class="tag" href="/tag/misattributed-eleanor-roosevelt/page/1/">misattributed-eleanor-roosevelt</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“A day without sunshine is like, you know, night.”</span>
<span>by <small class="author" itemprop="author">Steve Martin</small>
<a href="/author/Steve-Martin">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="humor,obvious,simile" / >
<a class="tag" href="/tag/humor/page/1/">humor</a>
<a class="tag" href="/tag/obvious/page/1/">obvious</a>
<a class="tag" href="/tag/simile/page/1/">simile</a>
</div>
</div>
<nav>
<ul class="pager">
<li class="next">
<a href="/page/2/">Next <span aria-hidden="true">&rarr;</span></a>
</li>
</ul>
</nav>
</div>
<div class="col-md-4 tags-box">
<h2>Top Ten tags</h2>
<span class="tag-item">
<a class="tag" style="font-size: 28px" href="/tag/love/">love</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 26px" href="/tag/inspirational/">inspirational</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 26px" href="/tag/life/">life</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 24px" href="/tag/humor/">humor</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 22px" href="/tag/books/">books</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 14px" href="/tag/reading/">reading</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 10px" href="/tag/friendship/">friendship</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 8px" href="/tag/friends/">friends</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 8px" href="/tag/truth/">truth</a>
</span>
<span class="tag-item">
<a class="tag" style="font-size: 6px" href="/tag/simile/">simile</a>
</span>
</div>
</div>
</div>
<footer class="footer">
<div class="container">
<p class="text-muted">
Quotes by: <a href="https://www.goodreads.com/quotes">GoodReads.com</a>
</p>
<p class="copyright">
Made with <span class='sh-red'>❤</span> by <a href="https://scrapinghub.com">Scrapinghub</a>
</p>
</div>
</footer>
</body>
</html>

281
docs/_tests/quotes1.html Normal file
View File

@ -0,0 +1,281 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Quotes to Scrape</title>
<link rel="stylesheet" href="/static/bootstrap.min.css">
<link rel="stylesheet" href="/static/main.css">
</head>
<body>
<div class="container">
<div class="row header-box">
<div class="col-md-8">
<h1>
<a href="/" style="text-decoration: none">Quotes to Scrape</a>
</h1>
</div>
<div class="col-md-4">
<p>
<a href="/login">Login</a>
</p>
</div>
</div>
<div class="row">
<div class="col-md-8">
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”</span>
<span>by <small class="author" itemprop="author">Albert Einstein</small>
<a href="/author/Albert-Einstein">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="change,deep-thoughts,thinking,world" / >
<a class="tag" href="/tag/change/page/1/">change</a>
<a class="tag" href="/tag/deep-thoughts/page/1/">deep-thoughts</a>
<a class="tag" href="/tag/thinking/page/1/">thinking</a>
<a class="tag" href="/tag/world/page/1/">world</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“It is our choices, Harry, that show what we truly are, far more than our abilities.”</span>
<span>by <small class="author" itemprop="author">J.K. Rowling</small>
<a href="/author/J-K-Rowling">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="abilities,choices" / >
<a class="tag" href="/tag/abilities/page/1/">abilities</a>
<a class="tag" href="/tag/choices/page/1/">choices</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”</span>
<span>by <small class="author" itemprop="author">Albert Einstein</small>
<a href="/author/Albert-Einstein">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="inspirational,life,live,miracle,miracles" / >
<a class="tag" href="/tag/inspirational/page/1/">inspirational</a>
<a class="tag" href="/tag/life/page/1/">life</a>
<a class="tag" href="/tag/live/page/1/">live</a>
<a class="tag" href="/tag/miracle/page/1/">miracle</a>
<a class="tag" href="/tag/miracles/page/1/">miracles</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“The person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.”</span>
<span>by <small class="author" itemprop="author">Jane Austen</small>
<a href="/author/Jane-Austen">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="aliteracy,books,classic,humor" / >
<a class="tag" href="/tag/aliteracy/page/1/">aliteracy</a>
<a class="tag" href="/tag/books/page/1/">books</a>
<a class="tag" href="/tag/classic/page/1/">classic</a>
<a class="tag" href="/tag/humor/page/1/">humor</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“Imperfection is beauty, madness is genius and it&#39;s better to be absolutely ridiculous than absolutely boring.”</span>
<span>by <small class="author" itemprop="author">Marilyn Monroe</small>
<a href="/author/Marilyn-Monroe">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="be-yourself,inspirational" / >
<a class="tag" href="/tag/be-yourself/page/1/">be-yourself</a>
<a class="tag" href="/tag/inspirational/page/1/">inspirational</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“Try not to become a man of success. Rather become a man of value.”</span>
<span>by <small class="author" itemprop="author">Albert Einstein</small>
<a href="/author/Albert-Einstein">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="adulthood,success,value" / >
<a class="tag" href="/tag/adulthood/page/1/">adulthood</a>
<a class="tag" href="/tag/success/page/1/">success</a>
<a class="tag" href="/tag/value/page/1/">value</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“It is better to be hated for what you are than to be loved for what you are not.”</span>
<span>by <small class="author" itemprop="author">André Gide</small>
<a href="/author/Andre-Gide">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="life,love" / >
<a class="tag" href="/tag/life/page/1/">life</a>
<a class="tag" href="/tag/love/page/1/">love</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“I have not failed. I&#39;ve just found 10,000 ways that won&#39;t work.”</span>
<span>by <small class="author" itemprop="author">Thomas A. Edison</small>
<a href="/author/Thomas-A-Edison">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="edison,failure,inspirational,paraphrased" / >
<a class="tag" href="/tag/edison/page/1/">edison</a>
<a class="tag" href="/tag/failure/page/1/">failure</a>
<a class="tag" href="/tag/inspirational/page/1/">inspirational</a>
<a class="tag" href="/tag/paraphrased/page/1/">paraphrased</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“A woman is like a tea bag; you never know how strong it is until it&#39;s in hot water.”</span>
<span>by <small class="author" itemprop="author">Eleanor Roosevelt</small>
<a href="/author/Eleanor-Roosevelt">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="misattributed-eleanor-roosevelt" / >
<a class="tag" href="/tag/misattributed-eleanor-roosevelt/page/1/">misattributed-eleanor-roosevelt</a>
</div>
</div>
<div class="quote" itemscope itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">“A day without sunshine is like, you know, night.”</span>
<span>by <small class="author" itemprop="author">Steve Martin</small>
<a href="/author/Steve-Martin">(about)</a>
</span>
<div class="tags">
Tags:
<meta class="keywords" itemprop="keywords" content="humor,obvious,simile" / >
<a class="tag" href="/tag/humor/page/1/">humor</a>
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<a class="tag" style="font-size: 8px" href="/tag/friends/">friends</a>
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<a class="tag" style="font-size: 8px" href="/tag/truth/">truth</a>
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View File

@ -1,5 +1,3 @@
# -*- coding: utf-8 -*-
#
# Scrapy documentation build configuration file, created by
# sphinx-quickstart on Mon Nov 24 12:02:52 2008.
#
@ -12,6 +10,7 @@
# serve to show the default.
import sys
from datetime import datetime
from os import path
# If your extensions are in another directory, add it here. If the directory
@ -27,8 +26,13 @@ sys.path.insert(0, path.dirname(path.dirname(__file__)))
# Add any Sphinx extension module names here, as strings. They can be extensions
# coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
extensions = [
'hoverxref.extension',
'notfound.extension',
'scrapydocs',
'sphinx.ext.autodoc'
'sphinx.ext.autodoc',
'sphinx.ext.coverage',
'sphinx.ext.intersphinx',
'sphinx.ext.viewcode',
]
# Add any paths that contain templates here, relative to this directory.
@ -44,8 +48,8 @@ source_suffix = '.rst'
master_doc = 'index'
# General information about the project.
project = u'Scrapy'
copyright = u'2008-2016, Scrapy developers'
project = 'Scrapy'
copyright = f'2008–{datetime.now().year}, Scrapy developers'
# The version info for the project you're documenting, acts as replacement for
# |version| and |release|, also used in various other places throughout the
@ -73,6 +77,8 @@ language = 'en'
# List of documents that shouldn't be included in the build.
#unused_docs = []
exclude_patterns = ['build']
# List of directories, relative to source directory, that shouldn't be searched
# for source files.
exclude_trees = ['.build']
@ -94,6 +100,9 @@ exclude_trees = ['.build']
# The name of the Pygments (syntax highlighting) style to use.
pygments_style = 'sphinx'
# List of Sphinx warnings that will not be raised
suppress_warnings = ['epub.unknown_project_files']
# Options for HTML output
# -----------------------
@ -113,7 +122,6 @@ html_theme = 'sphinx_rtd_theme'
import sphinx_rtd_theme
html_theme_path = [sphinx_rtd_theme.get_html_theme_path()]
# The style sheet to use for HTML and HTML Help pages. A file of that name
# must exist either in Sphinx' static/ path, or in one of the custom paths
# given in html_static_path.
@ -174,6 +182,10 @@ html_copy_source = True
# Output file base name for HTML help builder.
htmlhelp_basename = 'Scrapydoc'
html_css_files = [
'custom.css',
]
# Options for LaTeX output
# ------------------------
@ -187,8 +199,8 @@ htmlhelp_basename = 'Scrapydoc'
# Grouping the document tree into LaTeX files. List of tuples
# (source start file, target name, title, author, document class [howto/manual]).
latex_documents = [
('index', 'Scrapy.tex', u'Scrapy Documentation',
u'Scrapy developers', 'manual'),
('index', 'Scrapy.tex', 'Scrapy Documentation',
'Scrapy developers', 'manual'),
]
# The name of an image file (relative to this directory) to place at the top of
@ -218,3 +230,95 @@ linkcheck_ignore = [
'http://localhost:\d+', 'http://hg.scrapy.org',
'http://directory.google.com/'
]
# Options for the Coverage extension
# ----------------------------------
coverage_ignore_pyobjects = [
# Contract’s add_pre_hook and add_post_hook are not documented because
# they should be transparent to contract developers, for whom pre_hook and
# post_hook should be the actual concern.
r'\bContract\.add_(pre|post)_hook$',
# ContractsManager is an internal class, developers are not expected to
# interact with it directly in any way.
r'\bContractsManager\b$',
# For default contracts we only want to document their general purpose in
# their __init__ method, the methods they reimplement to achieve that purpose
# should be irrelevant to developers using those contracts.
r'\w+Contract\.(adjust_request_args|(pre|post)_process)$',
# Methods of downloader middlewares are not documented, only the classes
# themselves, since downloader middlewares are controlled through Scrapy
# settings.
r'^scrapy\.downloadermiddlewares\.\w*?\.(\w*?Middleware|DownloaderStats)\.',
# Base classes of downloader middlewares are implementation details that
# are not meant for users.
r'^scrapy\.downloadermiddlewares\.\w*?\.Base\w*?Middleware',
# Private exception used by the command-line interface implementation.
r'^scrapy\.exceptions\.UsageError',
# Methods of BaseItemExporter subclasses are only documented in
# BaseItemExporter.
r'^scrapy\.exporters\.(?!BaseItemExporter\b)\w*?\.',
# Extension behavior is only modified through settings. Methods of
# extension classes, as well as helper functions, are implementation
# details that are not documented.
r'^scrapy\.extensions\.[a-z]\w*?\.[A-Z]\w*?\.', # methods
r'^scrapy\.extensions\.[a-z]\w*?\.[a-z]', # helper functions
# Never documented before, and deprecated now.
r'^scrapy\.item\.DictItem$',
r'^scrapy\.linkextractors\.FilteringLinkExtractor$',
# Implementation detail of LxmlLinkExtractor
r'^scrapy\.linkextractors\.lxmlhtml\.LxmlParserLinkExtractor',
]
# Options for the InterSphinx extension
# -------------------------------------
intersphinx_mapping = {
'attrs': ('https://www.attrs.org/en/stable/', None),
'coverage': ('https://coverage.readthedocs.io/en/stable', None),
'cryptography' : ('https://cryptography.io/en/latest/', None),
'cssselect': ('https://cssselect.readthedocs.io/en/latest', None),
'itemloaders': ('https://itemloaders.readthedocs.io/en/latest/', None),
'pytest': ('https://docs.pytest.org/en/latest', None),
'python': ('https://docs.python.org/3', None),
'sphinx': ('https://www.sphinx-doc.org/en/master', None),
'tox': ('https://tox.readthedocs.io/en/latest', None),
'twisted': ('https://twistedmatrix.com/documents/current', None),
'twistedapi': ('https://twistedmatrix.com/documents/current/api', None),
}
# Options for sphinx-hoverxref options
# ------------------------------------
hoverxref_auto_ref = True
hoverxref_role_types = {
"class": "tooltip",
"confval": "tooltip",
"hoverxref": "tooltip",
"mod": "tooltip",
"ref": "tooltip",
}
hoverxref_roles = ['command', 'reqmeta', 'setting', 'signal']
def setup(app):
app.connect('autodoc-skip-member', maybe_skip_member)
def maybe_skip_member(app, what, name, obj, skip, options):
if not skip:
# autodocs was generating a text "alias of" for the following members
# https://github.com/sphinx-doc/sphinx/issues/4422
return name in {'default_item_class', 'default_selector_class'}
return skip

33
docs/conftest.py Normal file
View File

@ -0,0 +1,33 @@
import os
from doctest import ELLIPSIS, NORMALIZE_WHITESPACE
from scrapy.http.response.html import HtmlResponse
from sybil import Sybil
try:
# >2.0.1
from sybil.parsers.codeblock import PythonCodeBlockParser
except ImportError:
from sybil.parsers.codeblock import CodeBlockParser as PythonCodeBlockParser
from sybil.parsers.doctest import DocTestParser
from sybil.parsers.skip import skip
def load_response(url, filename):
input_path = os.path.join(os.path.dirname(__file__), '_tests', filename)
with open(input_path, 'rb') as input_file:
return HtmlResponse(url, body=input_file.read())
def setup(namespace):
namespace['load_response'] = load_response
pytest_collect_file = Sybil(
parsers=[
DocTestParser(optionflags=ELLIPSIS | NORMALIZE_WHITESPACE),
PythonCodeBlockParser(future_imports=['print_function']),
skip,
],
pattern='*.rst',
setup=setup,
).pytest()

View File

@ -7,12 +7,12 @@ Contributing to Scrapy
.. important::
Double check that you are reading the most recent version of this document at
https://doc.scrapy.org/en/master/contributing.html
https://docs.scrapy.org/en/master/contributing.html
There are many ways to contribute to Scrapy. Here are some of them:
* Blog about Scrapy. Tell the world how you're using Scrapy. This will help
newcomers with more examples and the Scrapy project to increase its
newcomers with more examples and will help the Scrapy project to increase its
visibility.
* Report bugs and request features in the `issue tracker`_, trying to follow
@ -39,23 +39,23 @@ Reporting bugs
trusted Scrapy developers, and its archives are not public.
Well-written bug reports are very helpful, so keep in mind the following
guidelines when reporting a new bug.
guidelines when you're going to report a new bug.
* check the :ref:`FAQ <faq>` first to see if your issue is addressed in a
well-known question
* if you have a general question about scrapy usage, please ask it at
* if you have a general question about Scrapy usage, please ask it at
`Stack Overflow <https://stackoverflow.com/questions/tagged/scrapy>`__
(use "scrapy" tag).
* check the `open issues`_ to see if it has already been reported. If it has,
don't dismiss the report, but check the ticket history and comments. If you
have additional useful information, please leave a comment, or consider
* check the `open issues`_ to see if the issue has already been reported. If it
has, don't dismiss the report, but check the ticket history and comments. If
you have additional useful information, please leave a comment, or consider
:ref:`sending a pull request <writing-patches>` with a fix.
* search the `scrapy-users`_ list and `Scrapy subreddit`_ to see if it has
been discussed there, or if you're not sure if what you're seeing is a bug.
You can also ask in the `#scrapy` IRC channel.
You can also ask in the ``#scrapy`` IRC channel.
* write **complete, reproducible, specific bug reports**. The smaller the test
case, the better. Remember that other developers won't have your project to
@ -99,6 +99,20 @@ Well-written patches should:
the documentation changes in the same patch. See `Documentation policies`_
below.
* if you're adding a private API, please add a regular expression to the
``coverage_ignore_pyobjects`` variable of ``docs/conf.py`` to exclude the new
private API from documentation coverage checks.
To see if your private API is skipped properly, generate a documentation
coverage report as follows::
tox -e docs-coverage
* if you are removing deprecated code, first make sure that at least 1 year
(12 months) has passed since the release that introduced the deprecation.
See :ref:`deprecation-policy`.
.. _submitting-patches:
Submitting patches
@ -122,11 +136,11 @@ conversation in the `Scrapy subreddit`_ to discuss your idea first.
Sometimes there is an existing pull request for the problem you'd like to
solve, which is stalled for some reason. Often the pull request is in a
right direction, but changes are requested by Scrapy maintainers, and the
original pull request author haven't had time to address them.
original pull request author hasn't had time to address them.
In this case consider picking up this pull request: open
a new pull request with all commits from the original pull request, as well as
additional changes to address the raised issues. Doing so helps a lot; it is
not considered rude as soon as the original author is acknowledged by keeping
not considered rude as long as the original author is acknowledged by keeping
his/her commits.
You can pull an existing pull request to a local branch
@ -134,7 +148,7 @@ by running ``git fetch upstream pull/$PR_NUMBER/head:$BRANCH_NAME_TO_CREATE``
(replace 'upstream' with a remote name for scrapy repository,
``$PR_NUMBER`` with an ID of the pull request, and ``$BRANCH_NAME_TO_CREATE``
with a name of the branch you want to create locally).
See also: https://help.github.com/articles/checking-out-pull-requests-locally/#modifying-an-inactive-pull-request-locally.
See also: https://help.github.com/en/github/collaborating-with-issues-and-pull-requests/checking-out-pull-requests-locally#modifying-an-inactive-pull-request-locally.
When writing GitHub pull requests, try to keep titles short but descriptive.
E.g. For bug #411: "Scrapy hangs if an exception raises in start_requests"
@ -143,9 +157,12 @@ instead of "Fix for #411". Complete titles make it easy to skim through
the issue tracker.
Finally, try to keep aesthetic changes (:pep:`8` compliance, unused imports
removal, etc) in separate commits than functional changes. This will make pull
removal, etc) in separate commits from functional changes. This will make pull
requests easier to review and more likely to get merged.
.. _coding-style:
Coding style
============
@ -154,65 +171,96 @@ Scrapy:
* Unless otherwise specified, follow :pep:`8`.
* It's OK to use lines longer than 80 chars if it improves the code
* It's OK to use lines longer than 79 chars if it improves the code
readability.
* Don't put your name in the code you contribute; git provides enough
metadata to identify author of the code.
See https://help.github.com/articles/setting-your-username-in-git/ for
See https://help.github.com/en/github/using-git/setting-your-username-in-git for
setup instructions.
.. _documentation-policies:
Documentation policies
======================
* **Don't** use docstrings for documenting classes, or methods which are
already documented in the official (sphinx) documentation. Alternatively,
**do** provide a docstring, but make sure sphinx documentation uses
autodoc_ extension to pull the docstring. For example, the
:meth:`ItemLoader.add_value` method should be either
documented only in the sphinx documentation (not it a docstring), or
it should have a docstring which is pulled to sphinx documentation using
autodoc_ extension.
For reference documentation of API members (classes, methods, etc.) use
docstrings and make sure that the Sphinx documentation uses the
:mod:`~sphinx.ext.autodoc` extension to pull the docstrings. API reference
documentation should follow docstring conventions (`PEP 257`_) and be
IDE-friendly: short, to the point, and it may provide short examples.
* **Do** use docstrings for documenting functions not present in the official
(sphinx) documentation, such as functions from ``scrapy.utils`` package and
its sub-modules.
Other types of documentation, such as tutorials or topics, should be covered in
files within the ``docs/`` directory. This includes documentation that is
specific to an API member, but goes beyond API reference documentation.
In any case, if something is covered in a docstring, use the
:mod:`~sphinx.ext.autodoc` extension to pull the docstring into the
documentation instead of duplicating the docstring in files within the
``docs/`` directory.
Documentation updates that cover new or modified features must use Sphinx’s
:rst:dir:`versionadded` and :rst:dir:`versionchanged` directives. Use
``VERSION`` as version, we will replace it with the actual version right before
the corresponding release. When we release a new major or minor version of
Scrapy, we remove these directives if they are older than 3 years.
Documentation about deprecated features must be removed as those features are
deprecated, so that new readers do not run into it. New deprecations and
deprecation removals are documented in the :ref:`release notes <news>`.
.. _autodoc: http://www.sphinx-doc.org/en/stable/ext/autodoc.html
Tests
=====
Tests are implemented using the `Twisted unit-testing framework`_, running
tests requires `tox`_.
Tests are implemented using the :doc:`Twisted unit-testing framework
<twisted:core/development/policy/test-standard>`. Running tests requires
:doc:`tox <tox:index>`.
.. _running-tests:
Running tests
-------------
Make sure you have a recent enough `tox`_ installation:
To run all tests::
``tox --version``
If your version is older than 1.7.0, please update it first:
``pip install -U tox``
To run all tests go to the root directory of Scrapy source code and run:
``tox``
tox
To run a specific test (say ``tests/test_loader.py``) use:
``tox -- tests/test_loader.py``
To see coverage report install `coverage`_ (``pip install coverage``) and run:
To run the tests on a specific :doc:`tox <tox:index>` environment, use
``-e <name>`` with an environment name from ``tox.ini``. For example, to run
the tests with Python 3.6 use::
tox -e py36
You can also specify a comma-separated list of environments, and use :ref:`tox’s
parallel mode <tox:parallel_mode>` to run the tests on multiple environments in
parallel::
tox -e py36,py38 -p auto
To pass command-line options to :doc:`pytest <pytest:index>`, add them after
``--`` in your call to :doc:`tox <tox:index>`. Using ``--`` overrides the
default positional arguments defined in ``tox.ini``, so you must include those
default positional arguments (``scrapy tests``) after ``--`` as well::
tox -- scrapy tests -x # stop after first failure
You can also use the `pytest-xdist`_ plugin. For example, to run all tests on
the Python 3.6 :doc:`tox <tox:index>` environment using all your CPU cores::
tox -e py36 -- scrapy tests -n auto
To see coverage report install :doc:`coverage <coverage:index>`
(``pip install coverage``) and run:
``coverage report``
see output of ``coverage --help`` for more options like html or xml report.
.. _coverage: https://pypi.python.org/pypi/coverage
Writing tests
-------------
@ -233,9 +281,9 @@ And their unit-tests are in::
.. _issue tracker: https://github.com/scrapy/scrapy/issues
.. _scrapy-users: https://groups.google.com/forum/#!forum/scrapy-users
.. _Scrapy subreddit: https://reddit.com/r/scrapy
.. _Twisted unit-testing framework: https://twistedmatrix.com/documents/current/core/development/policy/test-standard.html
.. _AUTHORS: https://github.com/scrapy/scrapy/blob/master/AUTHORS
.. _tests/: https://github.com/scrapy/scrapy/tree/master/tests
.. _open issues: https://github.com/scrapy/scrapy/issues
.. _pull request: https://help.github.com/send-pull-requests/
.. _tox: https://pypi.python.org/pypi/tox
.. _PEP 257: https://www.python.org/dev/peps/pep-0257/
.. _pull request: https://help.github.com/en/github/collaborating-with-issues-and-pull-requests/creating-a-pull-request
.. _pytest-xdist: https://github.com/pytest-dev/pytest-xdist

View File

@ -22,8 +22,8 @@ In other words, comparing `BeautifulSoup`_ (or `lxml`_) to Scrapy is like
comparing `jinja2`_ to `Django`_.
.. _BeautifulSoup: https://www.crummy.com/software/BeautifulSoup/
.. _lxml: http://lxml.de/
.. _jinja2: http://jinja.pocoo.org/
.. _lxml: https://lxml.de/
.. _jinja2: https://palletsprojects.com/p/jinja/
.. _Django: https://www.djangoproject.com/
Can I use Scrapy with BeautifulSoup?
@ -64,20 +64,6 @@ Here's an example spider using BeautifulSoup API, with ``lxml`` as the HTML pars
.. _BeautifulSoup's official documentation: https://www.crummy.com/software/BeautifulSoup/bs4/doc/#specifying-the-parser-to-use
.. _faq-python-versions:
What Python versions does Scrapy support?
-----------------------------------------
Scrapy is supported under Python 2.7 and Python 3.4+
under CPython (default Python implementation) and PyPy (starting with PyPy 5.9).
Python 2.6 support was dropped starting at Scrapy 0.20.
Python 3 support was added in Scrapy 1.1.
PyPy support was added in Scrapy 1.4, PyPy3 support was added in Scrapy 1.5.
.. note::
For Python 3 support on Windows, it is recommended to use
Anaconda/Miniconda as :ref:`outlined in the installation guide <intro-install-windows>`.
Did Scrapy "steal" X from Django?
---------------------------------
@ -129,13 +115,23 @@ Does Scrapy crawl in breadth-first or depth-first order?
By default, Scrapy uses a `LIFO`_ queue for storing pending requests, which
basically means that it crawls in `DFO order`_. This order is more convenient
in most cases. If you do want to crawl in true `BFO order`_, you can do it by
in most cases.
If you do want to crawl in true `BFO order`_, you can do it by
setting the following settings::
DEPTH_PRIORITY = 1
SCHEDULER_DISK_QUEUE = 'scrapy.squeues.PickleFifoDiskQueue'
SCHEDULER_MEMORY_QUEUE = 'scrapy.squeues.FifoMemoryQueue'
While pending requests are below the configured values of
:setting:`CONCURRENT_REQUESTS`, :setting:`CONCURRENT_REQUESTS_PER_DOMAIN` or
:setting:`CONCURRENT_REQUESTS_PER_IP`, those requests are sent
concurrently. As a result, the first few requests of a crawl rarely follow the
desired order. Lowering those settings to ``1`` enforces the desired order, but
it significantly slows down the crawl as a whole.
My Scrapy crawler has memory leaks. What can I do?
--------------------------------------------------
@ -149,6 +145,41 @@ How can I make Scrapy consume less memory?
See previous question.
How can I prevent memory errors due to many allowed domains?
------------------------------------------------------------
If you have a spider with a long list of
:attr:`~scrapy.Spider.allowed_domains` (e.g. 50,000+), consider
replacing the default
:class:`~scrapy.spidermiddlewares.offsite.OffsiteMiddleware` spider middleware
with a :ref:`custom spider middleware <custom-spider-middleware>` that requires
less memory. For example:
- If your domain names are similar enough, use your own regular expression
instead joining the strings in
:attr:`~scrapy.Spider.allowed_domains` into a complex regular
expression.
- If you can `meet the installation requirements`_, use pyre2_ instead of
Python’s re_ to compile your URL-filtering regular expression. See
:issue:`1908`.
See also other suggestions at `StackOverflow`_.
.. note:: Remember to disable
:class:`scrapy.spidermiddlewares.offsite.OffsiteMiddleware` when you enable
your custom implementation::
SPIDER_MIDDLEWARES = {
'scrapy.spidermiddlewares.offsite.OffsiteMiddleware': None,
'myproject.middlewares.CustomOffsiteMiddleware': 500,
}
.. _meet the installation requirements: https://github.com/andreasvc/pyre2#installation
.. _pyre2: https://github.com/andreasvc/pyre2
.. _re: https://docs.python.org/library/re.html
.. _StackOverflow: https://stackoverflow.com/q/36440681/939364
Can I use Basic HTTP Authentication in my spiders?
--------------------------------------------------
@ -240,15 +271,15 @@ Simplest way to dump all my scraped items into a JSON/CSV/XML file?
To dump into a JSON file::
scrapy crawl myspider -o items.json
scrapy crawl myspider -O items.json
To dump into a CSV file::
scrapy crawl myspider -o items.csv
scrapy crawl myspider -O items.csv
To dump into a XML file::
scrapy crawl myspider -o items.xml
scrapy crawl myspider -O items.xml
For more information see :ref:`topics-feed-exports`
@ -259,7 +290,7 @@ The ``__VIEWSTATE`` parameter is used in sites built with ASP.NET/VB.NET. For
more info on how it works see `this page`_. Also, here's an `example spider`_
which scrapes one of these sites.
.. _this page: http://search.cpan.org/~ecarroll/HTML-TreeBuilderX-ASP_NET-0.09/lib/HTML/TreeBuilderX/ASP_NET.pm
.. _this page: https://metacpan.org/pod/release/ECARROLL/HTML-TreeBuilderX-ASP_NET-0.09/lib/HTML/TreeBuilderX/ASP_NET.pm
.. _example spider: https://github.com/AmbientLighter/rpn-fas/blob/master/fas/spiders/rnp.py
What's the best way to parse big XML/CSV data feeds?
@ -319,7 +350,76 @@ I'm scraping a XML document and my XPath selector doesn't return any items
You may need to remove namespaces. See :ref:`removing-namespaces`.
.. _faq-split-item:
How to split an item into multiple items in an item pipeline?
-------------------------------------------------------------
:ref:`Item pipelines <topics-item-pipeline>` cannot yield multiple items per
input item. :ref:`Create a spider middleware <custom-spider-middleware>`
instead, and use its
:meth:`~scrapy.spidermiddlewares.SpiderMiddleware.process_spider_output`
method for this purpose. For example::
from copy import deepcopy
from itemadapter import is_item, ItemAdapter
class MultiplyItemsMiddleware:
def process_spider_output(self, response, result, spider):
for item in result:
if is_item(item):
adapter = ItemAdapter(item)
for _ in range(adapter['multiply_by']):
yield deepcopy(item)
Does Scrapy support IPv6 addresses?
-----------------------------------
Yes, by setting :setting:`DNS_RESOLVER` to ``scrapy.resolver.CachingHostnameResolver``.
Note that by doing so, you lose the ability to set a specific timeout for DNS requests
(the value of the :setting:`DNS_TIMEOUT` setting is ignored).
.. _faq-specific-reactor:
How to deal with ``<class 'ValueError'>: filedescriptor out of range in select()`` exceptions?
----------------------------------------------------------------------------------------------
This issue `has been reported`_ to appear when running broad crawls in macOS, where the default
Twisted reactor is :class:`twisted.internet.selectreactor.SelectReactor`. Switching to a
different reactor is possible by using the :setting:`TWISTED_REACTOR` setting.
.. _faq-stop-response-download:
How can I cancel the download of a given response?
--------------------------------------------------
In some situations, it might be useful to stop the download of a certain response.
For instance, sometimes you can determine whether or not you need the full contents
of a response by inspecting its headers or the first bytes of its body. In that case,
you could save resources by attaching a handler to the :class:`~scrapy.signals.bytes_received`
or :class:`~scrapy.signals.headers_received` signals and raising a
:exc:`~scrapy.exceptions.StopDownload` exception. Please refer to the
:ref:`topics-stop-response-download` topic for additional information and examples.
Running ``runspider`` I get ``error: No spider found in file: <filename>``
--------------------------------------------------------------------------
This may happen if your Scrapy project has a spider module with a name that
conflicts with the name of one of the `Python standard library modules`_, such
as ``csv.py`` or ``os.py``, or any `Python package`_ that you have installed.
See :issue:`2680`.
.. _has been reported: https://github.com/scrapy/scrapy/issues/2905
.. _Python standard library modules: https://docs.python.org/py-modindex.html
.. _Python package: https://pypi.org/
.. _user agents: https://en.wikipedia.org/wiki/User_agent
.. _LIFO: https://en.wikipedia.org/wiki/Stack_(abstract_data_type)
.. _DFO order: https://en.wikipedia.org/wiki/Depth-first_search
.. _BFO order: https://en.wikipedia.org/wiki/Breadth-first_search
.. _BFO order: https://en.wikipedia.org/wiki/Breadth-first_search

View File

@ -4,7 +4,13 @@
Scrapy |version| documentation
==============================
This documentation contains everything you need to know about Scrapy.
Scrapy is a fast high-level `web crawling`_ and `web scraping`_ framework, used
to crawl websites and extract structured data from their pages. It can be used
for a wide range of purposes, from data mining to monitoring and automated
testing.
.. _web crawling: https://en.wikipedia.org/wiki/Web_crawler
.. _web scraping: https://en.wikipedia.org/wiki/Web_scraping
Getting help
============
@ -72,7 +78,6 @@ Basic concepts
topics/settings
topics/exceptions
:doc:`topics/commands`
Learn about the command-line tool used to manage your Scrapy project.
@ -151,20 +156,22 @@ Solving specific problems
topics/contracts
topics/practices
topics/broad-crawls
topics/firefox
topics/firebug
topics/developer-tools
topics/dynamic-content
topics/leaks
topics/media-pipeline
topics/deploy
topics/autothrottle
topics/benchmarking
topics/jobs
topics/coroutines
topics/asyncio
:doc:`faq`
Get answers to most frequently asked questions.
:doc:`topics/debug`
Learn how to debug common problems of your scrapy spider.
Learn how to debug common problems of your Scrapy spider.
:doc:`topics/contracts`
Learn how to use contracts for testing your spiders.
@ -175,11 +182,11 @@ Solving specific problems
:doc:`topics/broad-crawls`
Tune Scrapy for crawling a lot domains in parallel.
:doc:`topics/firefox`
Learn how to scrape with Firefox and some useful add-ons.
:doc:`topics/developer-tools`
Learn how to scrape with your browser's developer tools.
:doc:`topics/firebug`
Learn how to scrape efficiently using Firebug.
:doc:`topics/dynamic-content`
Read webpage data that is loaded dynamically.
:doc:`topics/leaks`
Learn how to find and get rid of memory leaks in your crawler.
@ -199,6 +206,12 @@ Solving specific problems
:doc:`topics/jobs`
Learn how to pause and resume crawls for large spiders.
:doc:`topics/coroutines`
Use the :ref:`coroutine syntax <async>`.
:doc:`topics/asyncio`
Use :mod:`asyncio` and :mod:`asyncio`-powered libraries.
.. _extending-scrapy:
Extending Scrapy
@ -214,6 +227,7 @@ Extending Scrapy
topics/extensions
topics/api
topics/signals
topics/scheduler
topics/exporters
@ -235,6 +249,9 @@ Extending Scrapy
:doc:`topics/signals`
See all available signals and how to work with them.
:doc:`topics/scheduler`
Understand the scheduler component.
:doc:`topics/exporters`
Quickly export your scraped items to a file (XML, CSV, etc).

View File

@ -4,15 +4,22 @@
Installation guide
==================
.. _faq-python-versions:
Supported Python versions
=========================
Scrapy requires Python 3.6+, either the CPython implementation (default) or
the PyPy 7.2.0+ implementation (see :ref:`python:implementations`).
.. _intro-install-scrapy:
Installing Scrapy
=================
Scrapy runs on Python 2.7 and Python 3.4 or above
under CPython (default Python implementation) and PyPy (starting with PyPy 5.9).
If you're using `Anaconda`_ or `Miniconda`_, you can install the package from
the `conda-forge`_ channel, which has up-to-date packages for Linux, Windows
and OS X.
and macOS.
To install Scrapy using ``conda``, run::
@ -23,14 +30,15 @@ you can install Scrapy and its dependencies from PyPI with::
pip install Scrapy
We strongly recommend that you install Scrapy in :ref:`a dedicated virtualenv <intro-using-virtualenv>`,
to avoid conflicting with your system packages.
Note that sometimes this may require solving compilation issues for some Scrapy
dependencies depending on your operating system, so be sure to check the
:ref:`intro-install-platform-notes`.
We strongly recommend that you install Scrapy in :ref:`a dedicated virtualenv <intro-using-virtualenv>`,
to avoid conflicting with your system packages.
For more detailed and platform specifics instructions, read on.
For more detailed and platform specifics instructions, as well as
troubleshooting information, read on.
Things that are good to know
@ -62,10 +70,9 @@ In case of any trouble related to these dependencies,
please refer to their respective installation instructions:
* `lxml installation`_
* `cryptography installation`_
* :doc:`cryptography installation <cryptography:installation>`
.. _lxml installation: http://lxml.de/installation.html
.. _cryptography installation: https://cryptography.io/en/latest/installation/
.. _lxml installation: https://lxml.de/installation.html
.. _intro-using-virtualenv:
@ -77,40 +84,21 @@ TL;DR: We recommend installing Scrapy inside a virtual environment
on all platforms.
Python packages can be installed either globally (a.k.a system wide),
or in user-space. We do not recommend installing scrapy system wide.
or in user-space. We do not recommend installing Scrapy system wide.
Instead, we recommend that you install scrapy within a so-called
"virtual environment" (`virtualenv`_).
Virtualenvs allow you to not conflict with already-installed Python
Instead, we recommend that you install Scrapy within a so-called
"virtual environment" (:mod:`venv`).
Virtual environments allow you to not conflict with already-installed Python
system packages (which could break some of your system tools and scripts),
and still install packages normally with ``pip`` (without ``sudo`` and the likes).
To get started with virtual environments, see `virtualenv installation instructions`_.
To install it globally (having it globally installed actually helps here),
it should be a matter of running::
See :ref:`tut-venv` on how to create your virtual environment.
$ [sudo] pip install virtualenv
Check this `user guide`_ on how to create your virtualenv.
.. note::
If you use Linux or OS X, `virtualenvwrapper`_ is a handy tool to create virtualenvs.
Once you have created a virtualenv, you can install scrapy inside it with ``pip``,
Once you have created a virtual environment, you can install Scrapy inside it with ``pip``,
just like any other Python package.
(See :ref:`platform-specific guides <intro-install-platform-notes>`
below for non-Python dependencies that you may need to install beforehand).
Python virtualenvs can be created to use Python 2 by default, or Python 3 by default.
* If you want to install scrapy with Python 3, install scrapy within a Python 3 virtualenv.
* And if you want to install scrapy with Python 2, install scrapy within a Python 2 virtualenv.
.. _virtualenv: https://virtualenv.pypa.io
.. _virtualenv installation instructions: https://virtualenv.pypa.io/en/stable/installation/
.. _virtualenvwrapper: https://virtualenvwrapper.readthedocs.io/en/latest/install.html
.. _user guide: https://virtualenv.pypa.io/en/stable/userguide/
.. _intro-install-platform-notes:
@ -130,6 +118,27 @@ Once you've installed `Anaconda`_ or `Miniconda`_, install Scrapy with::
conda install -c conda-forge scrapy
To install Scrapy on Windows using ``pip``:
.. warning::
This installation method requires “Microsoft Visual C++” for installing some
Scrapy dependencies, which demands significantly more disk space than Anaconda.
#. Download and execute `Microsoft C++ Build Tools`_ to install the Visual Studio Installer.
#. Run the Visual Studio Installer.
#. Under the Workloads section, select **C++ build tools**.
#. Check the installation details and make sure following packages are selected as optional components:
* **MSVC** (e.g MSVC v142 - VS 2019 C++ x64/x86 build tools (v14.23) )
* **Windows SDK** (e.g Windows 10 SDK (10.0.18362.0))
#. Install the Visual Studio Build Tools.
Now, you should be able to :ref:`install Scrapy <intro-install-scrapy>` using ``pip``.
.. _intro-install-ubuntu:
@ -145,19 +154,15 @@ albeit with potential issues with TLS connections.
typically too old and slow to catch up with latest Scrapy.
To install scrapy on Ubuntu (or Ubuntu-based) systems, you need to install
To install Scrapy on Ubuntu (or Ubuntu-based) systems, you need to install
these dependencies::
sudo apt-get install python-dev python-pip libxml2-dev libxslt1-dev zlib1g-dev libffi-dev libssl-dev
sudo apt-get install python3 python3-dev python3-pip libxml2-dev libxslt1-dev zlib1g-dev libffi-dev libssl-dev
- ``python-dev``, ``zlib1g-dev``, ``libxml2-dev`` and ``libxslt1-dev``
- ``python3-dev``, ``zlib1g-dev``, ``libxml2-dev`` and ``libxslt1-dev``
are required for ``lxml``
- ``libssl-dev`` and ``libffi-dev`` are required for ``cryptography``
If you want to install scrapy on Python 3, you’ll also need Python 3 development headers::
sudo apt-get install python3 python3-dev
Inside a :ref:`virtualenv <intro-using-virtualenv>`,
you can install Scrapy with ``pip`` after that::
@ -170,11 +175,11 @@ you can install Scrapy with ``pip`` after that::
.. _intro-install-macos:
Mac OS X
--------
macOS
-----
Building Scrapy's dependencies requires the presence of a C compiler and
development headers. On OS X this is typically provided by Apple’s Xcode
development headers. On macOS this is typically provided by Apple’s Xcode
development tools. To install the Xcode command line tools open a terminal
window and run::
@ -185,7 +190,7 @@ prevents ``pip`` from updating system packages. This has to be addressed to
successfully install Scrapy and its dependencies. Here are some proposed
solutions:
* *(Recommended)* **Don't** use system python, install a new, updated version
* *(Recommended)* **Don't** use system Python. Install a new, updated version
that doesn't conflict with the rest of your system. Here's how to do it using
the `homebrew`_ package manager:
@ -210,15 +215,12 @@ solutions:
brew update; brew upgrade python
* *(Optional)* Install Scrapy inside an isolated python environment.
* *(Optional)* :ref:`Install Scrapy inside a Python virtual environment
<intro-using-virtualenv>`.
This method is a workaround for the above OS X issue, but it's an overall
This method is a workaround for the above macOS issue, but it's an overall
good practice for managing dependencies and can complement the first method.
`virtualenv`_ is a tool you can use to create virtual environments in python.
We recommended reading a tutorial like
http://docs.python-guide.org/en/latest/dev/virtualenvs/ to get started.
After any of these workarounds you should be able to install Scrapy::
pip install Scrapy
@ -230,36 +232,64 @@ PyPy
We recommend using the latest PyPy version. The version tested is 5.9.0.
For PyPy3, only Linux installation was tested.
Most scrapy dependencides now have binary wheels for CPython, but not for PyPy.
This means that these dependecies will be built during installation.
On OS X, you are likely to face an issue with building Cryptography dependency,
solution to this problem is described
Most Scrapy dependencies now have binary wheels for CPython, but not for PyPy.
This means that these dependencies will be built during installation.
On macOS, you are likely to face an issue with building the Cryptography
dependency. The solution to this problem is described
`here <https://github.com/pyca/cryptography/issues/2692#issuecomment-272773481>`_,
that is to ``brew install openssl`` and then export the flags that this command
recommends (only needed when installing scrapy). Installing on Linux has no special
recommends (only needed when installing Scrapy). Installing on Linux has no special
issues besides installing build dependencies.
Installing scrapy with PyPy on Windows is not tested.
Installing Scrapy with PyPy on Windows is not tested.
You can check that scrapy is installed correctly by running ``scrapy bench``.
You can check that Scrapy is installed correctly by running ``scrapy bench``.
If this command gives errors such as
``TypeError: ... got 2 unexpected keyword arguments``, this means
that setuptools was unable to pick up one PyPy-specific dependency.
To fix this issue, run ``pip install 'PyPyDispatcher>=2.1.0'``.
.. _intro-install-troubleshooting:
Troubleshooting
===============
AttributeError: 'module' object has no attribute 'OP_NO_TLSv1_1'
----------------------------------------------------------------
After you install or upgrade Scrapy, Twisted or pyOpenSSL, you may get an
exception with the following traceback::
[…]
File "[…]/site-packages/twisted/protocols/tls.py", line 63, in <module>
from twisted.internet._sslverify import _setAcceptableProtocols
File "[…]/site-packages/twisted/internet/_sslverify.py", line 38, in <module>
TLSVersion.TLSv1_1: SSL.OP_NO_TLSv1_1,
AttributeError: 'module' object has no attribute 'OP_NO_TLSv1_1'
The reason you get this exception is that your system or virtual environment
has a version of pyOpenSSL that your version of Twisted does not support.
To install a version of pyOpenSSL that your version of Twisted supports,
reinstall Twisted with the :code:`tls` extra option::
pip install twisted[tls]
For details, see `Issue #2473 <https://github.com/scrapy/scrapy/issues/2473>`_.
.. _Python: https://www.python.org/
.. _pip: https://pip.pypa.io/en/latest/installing/
.. _lxml: http://lxml.de/
.. _parsel: https://pypi.python.org/pypi/parsel
.. _w3lib: https://pypi.python.org/pypi/w3lib
.. _twisted: https://twistedmatrix.com/
.. _cryptography: https://cryptography.io/
.. _pyOpenSSL: https://pypi.python.org/pypi/pyOpenSSL
.. _lxml: https://lxml.de/index.html
.. _parsel: https://pypi.org/project/parsel/
.. _w3lib: https://pypi.org/project/w3lib/
.. _twisted: https://twistedmatrix.com/trac/
.. _cryptography: https://cryptography.io/en/latest/
.. _pyOpenSSL: https://pypi.org/project/pyOpenSSL/
.. _setuptools: https://pypi.python.org/pypi/setuptools
.. _AUR Scrapy package: https://aur.archlinux.org/packages/scrapy/
.. _homebrew: https://brew.sh/
.. _zsh: https://www.zsh.org/
.. _Scrapinghub: https://scrapinghub.com
.. _Anaconda: https://docs.anaconda.com/anaconda/
.. _Miniconda: https://conda.io/docs/user-guide/install/index.html
.. _Miniconda: https://docs.conda.io/projects/conda/en/latest/user-guide/install/index.html
.. _Visual Studio: https://docs.microsoft.com/en-us/visualstudio/install/install-visual-studio
.. _Microsoft C++ Build Tools: https://visualstudio.microsoft.com/visual-cpp-build-tools/
.. _conda-forge: https://conda-forge.org/

View File

@ -4,7 +4,7 @@
Scrapy at a glance
==================
Scrapy is an application framework for crawling web sites and extracting
Scrapy (/ˈskreɪpaɪ/) is an application framework for crawling web sites and extracting
structured data which can be used for a wide range of useful applications, like
data mining, information processing or historical archival.
@ -26,7 +26,7 @@ http://quotes.toscrape.com, following the pagination::
class QuotesSpider(scrapy.Spider):
name = "quotes"
name = 'quotes'
start_urls = [
'http://quotes.toscrape.com/tag/humor/',
]
@ -34,38 +34,26 @@ http://quotes.toscrape.com, following the pagination::
def parse(self, response):
for quote in response.css('div.quote'):
yield {
'text': quote.css('span.text::text').extract_first(),
'author': quote.xpath('span/small/text()').extract_first(),
'author': quote.xpath('span/small/text()').get(),
'text': quote.css('span.text::text').get(),
}
next_page = response.css('li.next a::attr("href")').extract_first()
next_page = response.css('li.next a::attr("href")').get()
if next_page is not None:
yield response.follow(next_page, self.parse)
Put this in a text file, name it to something like ``quotes_spider.py``
and run the spider using the :command:`runspider` command::
scrapy runspider quotes_spider.py -o quotes.json
scrapy runspider quotes_spider.py -o quotes.jl
When this finishes you will have in the ``quotes.jl`` file a list of the
quotes in JSON Lines format, containing text and author, looking like this::
When this finishes you will have in the ``quotes.json`` file a list of the
quotes in JSON format, containing text and author, looking like this (reformatted
here for better readability)::
[{
"author": "Jane Austen",
"text": "\u201cThe person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.\u201d"
},
{
"author": "Groucho Marx",
"text": "\u201cOutside of a dog, a book is man's best friend. Inside of a dog it's too dark to read.\u201d"
},
{
"author": "Steve Martin",
"text": "\u201cA day without sunshine is like, you know, night.\u201d"
},
...]
{"author": "Jane Austen", "text": "\u201cThe person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.\u201d"}
{"author": "Steve Martin", "text": "\u201cA day without sunshine is like, you know, night.\u201d"}
{"author": "Garrison Keillor", "text": "\u201cAnyone who thinks sitting in church can make you a Christian must also think that sitting in a garage can make you a car.\u201d"}
...
What just happened?

View File

@ -22,19 +22,27 @@ Scrapy is written in Python_. If you're new to the language you might want to
start by getting an idea of what the language is like, to get the most out of
Scrapy.
If you're already familiar with other languages, and want to learn Python
quickly, we recommend reading through `Dive Into Python 3`_. Alternatively,
you can follow the `Python Tutorial`_.
If you're already familiar with other languages, and want to learn Python quickly, the `Python Tutorial`_ is a good resource.
If you're new to programming and want to start with Python, you may find useful
the online book `Learn Python The Hard Way`_. You can also take a look at `this
list of Python resources for non-programmers`_.
If you're new to programming and want to start with Python, the following books
may be useful to you:
* `Automate the Boring Stuff With Python`_
* `How To Think Like a Computer Scientist`_
* `Learn Python 3 The Hard Way`_
You can also take a look at `this list of Python resources for non-programmers`_,
as well as the `suggested resources in the learnpython-subreddit`_.
.. _Python: https://www.python.org/
.. _this list of Python resources for non-programmers: https://wiki.python.org/moin/BeginnersGuide/NonProgrammers
.. _Dive Into Python 3: http://www.diveintopython3.net
.. _Python Tutorial: https://docs.python.org/3/tutorial
.. _Learn Python The Hard Way: https://learnpythonthehardway.org/book/
.. _Automate the Boring Stuff With Python: https://automatetheboringstuff.com/
.. _How To Think Like a Computer Scientist: http://openbookproject.net/thinkcs/python/english3e/
.. _Learn Python 3 The Hard Way: https://learnpythonthehardway.org/python3/
.. _suggested resources in the learnpython-subreddit: https://www.reddit.com/r/learnpython/wiki/index#wiki_new_to_python.3F
Creating a project
@ -54,7 +62,7 @@ This will create a ``tutorial`` directory with the following contents::
__init__.py
items.py # project items definition file
middlewares.py # project middlewares file
pipelines.py # project pipelines file
@ -70,9 +78,9 @@ Our first Spider
Spiders are classes that you define and that Scrapy uses to scrape information
from a website (or a group of websites). They must subclass
:class:`scrapy.Spider` and define the initial requests to make, optionally how
to follow links in the pages, and how to parse the downloaded page content to
extract data.
:class:`~scrapy.Spider` and define the initial requests to make,
optionally how to follow links in the pages, and how to parse the downloaded
page content to extract data.
This is the code for our first Spider. Save it in a file named
``quotes_spider.py`` under the ``tutorial/spiders`` directory in your project::
@ -93,32 +101,32 @@ This is the code for our first Spider. Save it in a file named
def parse(self, response):
page = response.url.split("/")[-2]
filename = 'quotes-%s.html' % page
filename = f'quotes-{page}.html'
with open(filename, 'wb') as f:
f.write(response.body)
self.log('Saved file %s' % filename)
self.log(f'Saved file {filename}')
As you can see, our Spider subclasses :class:`scrapy.Spider <scrapy.spiders.Spider>`
As you can see, our Spider subclasses :class:`scrapy.Spider <scrapy.Spider>`
and defines some attributes and methods:
* :attr:`~scrapy.spiders.Spider.name`: identifies the Spider. It must be
* :attr:`~scrapy.Spider.name`: identifies the Spider. It must be
unique within a project, that is, you can't set the same name for different
Spiders.
* :meth:`~scrapy.spiders.Spider.start_requests`: must return an iterable of
* :meth:`~scrapy.Spider.start_requests`: must return an iterable of
Requests (you can return a list of requests or write a generator function)
which the Spider will begin to crawl from. Subsequent requests will be
generated successively from these initial requests.
* :meth:`~scrapy.spiders.Spider.parse`: a method that will be called to handle
* :meth:`~scrapy.Spider.parse`: a method that will be called to handle
the response downloaded for each of the requests made. The response parameter
is an instance of :class:`~scrapy.http.TextResponse` that holds
the page content and has further helpful methods to handle it.
The :meth:`~scrapy.spiders.Spider.parse` method usually parses the response, extracting
The :meth:`~scrapy.Spider.parse` method usually parses the response, extracting
the scraped data as dicts and also finding new URLs to
follow and creating new requests (:class:`~scrapy.http.Request`) from them.
follow and creating new requests (:class:`~scrapy.Request`) from them.
How to run our spider
---------------------
@ -154,7 +162,7 @@ for the respective URLs, as our ``parse`` method instructs.
What just happened under the hood?
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Scrapy schedules the :class:`scrapy.Request <scrapy.http.Request>` objects
Scrapy schedules the :class:`scrapy.Request <scrapy.Request>` objects
returned by the ``start_requests`` method of the Spider. Upon receiving a
response for each one, it instantiates :class:`~scrapy.http.Response` objects
and calls the callback method associated with the request (in this case, the
@ -163,11 +171,11 @@ and calls the callback method associated with the request (in this case, the
A shortcut to the start_requests method
---------------------------------------
Instead of implementing a :meth:`~scrapy.spiders.Spider.start_requests` method
that generates :class:`scrapy.Request <scrapy.http.Request>` objects from URLs,
you can just define a :attr:`~scrapy.spiders.Spider.start_urls` class attribute
Instead of implementing a :meth:`~scrapy.Spider.start_requests` method
that generates :class:`scrapy.Request <scrapy.Request>` objects from URLs,
you can just define a :attr:`~scrapy.Spider.start_urls` class attribute
with a list of URLs. This list will then be used by the default implementation
of :meth:`~scrapy.spiders.Spider.start_requests` to create the initial requests
of :meth:`~scrapy.Spider.start_requests` to create the initial requests
for your spider::
import scrapy
@ -182,13 +190,13 @@ for your spider::
def parse(self, response):
page = response.url.split("/")[-2]
filename = 'quotes-%s.html' % page
filename = f'quotes-{page}.html'
with open(filename, 'wb') as f:
f.write(response.body)
The :meth:`~scrapy.spiders.Spider.parse` method will be called to handle each
The :meth:`~scrapy.Spider.parse` method will be called to handle each
of the requests for those URLs, even though we haven't explicitly told Scrapy
to do so. This happens because :meth:`~scrapy.spiders.Spider.parse` is Scrapy's
to do so. This happens because :meth:`~scrapy.Spider.parse` is Scrapy's
default callback method, which is called for requests without an explicitly
assigned callback.
@ -197,14 +205,14 @@ Extracting data
---------------
The best way to learn how to extract data with Scrapy is trying selectors
using the shell :ref:`Scrapy shell <topics-shell>`. Run::
using the :ref:`Scrapy shell <topics-shell>`. Run::
scrapy shell 'http://quotes.toscrape.com/page/1/'
.. note::
Remember to always enclose urls in quotes when running Scrapy shell from
command-line, otherwise urls containing arguments (ie. ``&`` character)
command-line, otherwise urls containing arguments (i.e. ``&`` character)
will not work.
On Windows, use double quotes instead::
@ -227,85 +235,98 @@ You will see something like::
[s] shelp() Shell help (print this help)
[s] fetch(req_or_url) Fetch request (or URL) and update local objects
[s] view(response) View response in a browser
>>>
Using the shell, you can try selecting elements using `CSS`_ with the response
object::
object:
>>> response.css('title')
[<Selector xpath='descendant-or-self::title' data='<title>Quotes to Scrape</title>'>]
.. invisible-code-block: python
response = load_response('http://quotes.toscrape.com/page/1/', 'quotes1.html')
>>> response.css('title')
[<Selector xpath='descendant-or-self::title' data='<title>Quotes to Scrape</title>'>]
The result of running ``response.css('title')`` is a list-like object called
:class:`~scrapy.selector.SelectorList`, which represents a list of
:class:`~scrapy.selector.Selector` objects that wrap around XML/HTML elements
:class:`~scrapy.Selector` objects that wrap around XML/HTML elements
and allow you to run further queries to fine-grain the selection or extract the
data.
To extract the text from the title above, you can do::
To extract the text from the title above, you can do:
>>> response.css('title::text').extract()
['Quotes to Scrape']
>>> response.css('title::text').getall()
['Quotes to Scrape']
There are two things to note here: one is that we've added ``::text`` to the
CSS query, to mean we want to select only the text elements directly inside
``<title>`` element. If we don't specify ``::text``, we'd get the full title
element, including its tags::
element, including its tags:
>>> response.css('title').extract()
['<title>Quotes to Scrape</title>']
>>> response.css('title').getall()
['<title>Quotes to Scrape</title>']
The other thing is that the result of calling ``.extract()`` is a list, because
we're dealing with an instance of :class:`~scrapy.selector.SelectorList`. When
you know you just want the first result, as in this case, you can do::
The other thing is that the result of calling ``.getall()`` is a list: it is
possible that a selector returns more than one result, so we extract them all.
When you know you just want the first result, as in this case, you can do:
>>> response.css('title::text').extract_first()
'Quotes to Scrape'
>>> response.css('title::text').get()
'Quotes to Scrape'
As an alternative, you could've written::
As an alternative, you could've written:
>>> response.css('title::text')[0].extract()
'Quotes to Scrape'
>>> response.css('title::text')[0].get()
'Quotes to Scrape'
However, using ``.extract_first()`` avoids an ``IndexError`` and returns
``None`` when it doesn't find any element matching the selection.
Accessing an index on a :class:`~scrapy.selector.SelectorList` instance will
raise an :exc:`IndexError` exception if there are no results::
>>> response.css('noelement')[0].get()
Traceback (most recent call last):
...
IndexError: list index out of range
You might want to use ``.get()`` directly on the
:class:`~scrapy.selector.SelectorList` instance instead, which returns ``None``
if there are no results::
>>> response.css("noelement").get()
There's a lesson here: for most scraping code, you want it to be resilient to
errors due to things not being found on a page, so that even if some parts fail
to be scraped, you can at least get **some** data.
Besides the :meth:`~scrapy.selector.Selector.extract` and
:meth:`~scrapy.selector.SelectorList.extract_first` methods, you can also use
the :meth:`~scrapy.selector.Selector.re` method to extract using `regular
expressions`::
Besides the :meth:`~scrapy.selector.SelectorList.getall` and
:meth:`~scrapy.selector.SelectorList.get` methods, you can also use
the :meth:`~scrapy.selector.SelectorList.re` method to extract using
:doc:`regular expressions <library/re>`:
>>> response.css('title::text').re(r'Quotes.*')
['Quotes to Scrape']
>>> response.css('title::text').re(r'Q\w+')
['Quotes']
>>> response.css('title::text').re(r'(\w+) to (\w+)')
['Quotes', 'Scrape']
>>> response.css('title::text').re(r'Quotes.*')
['Quotes to Scrape']
>>> response.css('title::text').re(r'Q\w+')
['Quotes']
>>> response.css('title::text').re(r'(\w+) to (\w+)')
['Quotes', 'Scrape']
In order to find the proper CSS selectors to use, you might find useful opening
the response page from the shell in your web browser using ``view(response)``.
You can use your browser developer tools or extensions like Firebug (see
sections about :ref:`topics-firebug` and :ref:`topics-firefox`).
You can use your browser's developer tools to inspect the HTML and come up
with a selector (see :ref:`topics-developer-tools`).
`Selector Gadget`_ is also a nice tool to quickly find CSS selector for
visually selected elements, which works in many browsers.
.. _regular expressions: https://docs.python.org/3/library/re.html
.. _Selector Gadget: http://selectorgadget.com/
.. _Selector Gadget: https://selectorgadget.com/
XPath: a brief intro
^^^^^^^^^^^^^^^^^^^^
Besides `CSS`_, Scrapy selectors also support using `XPath`_ expressions::
Besides `CSS`_, Scrapy selectors also support using `XPath`_ expressions:
>>> response.xpath('//title')
[<Selector xpath='//title' data='<title>Quotes to Scrape</title>'>]
>>> response.xpath('//title/text()').extract_first()
'Quotes to Scrape'
>>> response.xpath('//title')
[<Selector xpath='//title' data='<title>Quotes to Scrape</title>'>]
>>> response.xpath('//title/text()').get()
'Quotes to Scrape'
XPath expressions are very powerful, and are the foundation of Scrapy
Selectors. In fact, CSS selectors are converted to XPath under-the-hood. You
@ -325,7 +346,7 @@ recommend `this tutorial to learn XPath through examples
<http://zvon.org/comp/r/tut-XPath_1.html>`_, and `this tutorial to learn "how
to think in XPath" <http://plasmasturm.org/log/xpath101/>`_.
.. _XPath: https://www.w3.org/TR/xpath
.. _XPath: https://www.w3.org/TR/xpath/all/
.. _CSS: https://www.w3.org/TR/selectors
Extracting quotes and authors
@ -360,45 +381,51 @@ we want::
$ scrapy shell 'http://quotes.toscrape.com'
We get a list of selectors for the quote HTML elements with::
We get a list of selectors for the quote HTML elements with:
>>> response.css("div.quote")
>>> response.css("div.quote")
[<Selector xpath="descendant-or-self::div[@class and contains(concat(' ', normalize-space(@class), ' '), ' quote ')]" data='<div class="quote" itemscope itemtype...'>,
<Selector xpath="descendant-or-self::div[@class and contains(concat(' ', normalize-space(@class), ' '), ' quote ')]" data='<div class="quote" itemscope itemtype...'>,
...]
Each of the selectors returned by the query above allows us to run further
queries over their sub-elements. Let's assign the first selector to a
variable, so that we can run our CSS selectors directly on a particular quote::
variable, so that we can run our CSS selectors directly on a particular quote:
>>> quote = response.css("div.quote")[0]
>>> quote = response.css("div.quote")[0]
Now, let's extract ``title``, ``author`` and the ``tags`` from that quote
using the ``quote`` object we just created::
Now, let's extract ``text``, ``author`` and the ``tags`` from that quote
using the ``quote`` object we just created:
>>> title = quote.css("span.text::text").extract_first()
>>> title
'“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”'
>>> author = quote.css("small.author::text").extract_first()
>>> author
'Albert Einstein'
>>> text = quote.css("span.text::text").get()
>>> text
'“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”'
>>> author = quote.css("small.author::text").get()
>>> author
'Albert Einstein'
Given that the tags are a list of strings, we can use the ``.extract()`` method
to get all of them::
Given that the tags are a list of strings, we can use the ``.getall()`` method
to get all of them:
>>> tags = quote.css("div.tags a.tag::text").extract()
>>> tags
['change', 'deep-thoughts', 'thinking', 'world']
>>> tags = quote.css("div.tags a.tag::text").getall()
>>> tags
['change', 'deep-thoughts', 'thinking', 'world']
.. invisible-code-block: python
from sys import version_info
Having figured out how to extract each bit, we can now iterate over all the
quotes elements and put them together into a Python dictionary::
quotes elements and put them together into a Python dictionary:
>>> for quote in response.css("div.quote"):
... text = quote.css("span.text::text").extract_first()
... author = quote.css("small.author::text").extract_first()
... tags = quote.css("div.tags a.tag::text").extract()
... print(dict(text=text, author=author, tags=tags))
{'tags': ['change', 'deep-thoughts', 'thinking', 'world'], 'author': 'Albert Einstein', 'text': '“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”'}
{'tags': ['abilities', 'choices'], 'author': 'J.K. Rowling', 'text': '“It is our choices, Harry, that show what we truly are, far more than our abilities.”'}
... a few more of these, omitted for brevity
>>>
>>> for quote in response.css("div.quote"):
... text = quote.css("span.text::text").get()
... author = quote.css("small.author::text").get()
... tags = quote.css("div.tags a.tag::text").getall()
... print(dict(text=text, author=author, tags=tags))
{'text': '“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”', 'author': 'Albert Einstein', 'tags': ['change', 'deep-thoughts', 'thinking', 'world']}
{'text': '“It is our choices, Harry, that show what we truly are, far more than our abilities.”', 'author': 'J.K. Rowling', 'tags': ['abilities', 'choices']}
...
Extracting data in our spider
-----------------------------
@ -424,9 +451,9 @@ in the callback, as you can see below::
def parse(self, response):
for quote in response.css('div.quote'):
yield {
'text': quote.css('span.text::text').extract_first(),
'author': quote.css('small.author::text').extract_first(),
'tags': quote.css('div.tags a.tag::text').extract(),
'text': quote.css('span.text::text').get(),
'author': quote.css('small.author::text').get(),
'tags': quote.css('div.tags a.tag::text').getall(),
}
If you run this spider, it will output the extracted data with the log::
@ -445,16 +472,15 @@ Storing the scraped data
The simplest way to store the scraped data is by using :ref:`Feed exports
<topics-feed-exports>`, with the following command::
scrapy crawl quotes -o quotes.json
scrapy crawl quotes -O quotes.json
That will generate an ``quotes.json`` file containing all scraped items,
That will generate a ``quotes.json`` file containing all scraped items,
serialized in `JSON`_.
For historic reasons, Scrapy appends to a given file instead of overwriting
its contents. If you run this command twice without removing the file
before the second time, you'll end up with a broken JSON file.
You can also use other formats, like `JSON Lines`_::
The ``-O`` command-line switch overwrites any existing file; use ``-o`` instead
to append new content to any existing file. However, appending to a JSON file
makes the file contents invalid JSON. When appending to a file, consider
using a different serialization format, such as `JSON Lines`_::
scrapy crawl quotes -o quotes.jl
@ -496,17 +522,23 @@ markup:
</li>
</ul>
We can try extracting it in the shell::
We can try extracting it in the shell:
>>> response.css('li.next a').extract_first()
'<a href="/page/2/">Next <span aria-hidden="true">→</span></a>'
>>> response.css('li.next a').get()
'<a href="/page/2/">Next <span aria-hidden="true">→</span></a>'
This gets the anchor element, but we want the attribute ``href``. For that,
Scrapy supports a CSS extension that let's you select the attribute contents,
like this::
Scrapy supports a CSS extension that lets you select the attribute contents,
like this:
>>> response.css('li.next a::attr(href)').extract_first()
'/page/2/'
>>> response.css('li.next a::attr(href)').get()
'/page/2/'
There is also an ``attrib`` property available
(see :ref:`selecting-attributes` for more):
>>> response.css('li.next a').attrib['href']
'/page/2/'
Let's see now our spider modified to recursively follow the link to the next
page, extracting data from it::
@ -523,12 +555,12 @@ page, extracting data from it::
def parse(self, response):
for quote in response.css('div.quote'):
yield {
'text': quote.css('span.text::text').extract_first(),
'author': quote.css('small.author::text').extract_first(),
'tags': quote.css('div.tags a.tag::text').extract(),
'text': quote.css('span.text::text').get(),
'author': quote.css('small.author::text').get(),
'tags': quote.css('div.tags a.tag::text').getall(),
}
next_page = response.css('li.next a::attr(href)').extract_first()
next_page = response.css('li.next a::attr(href)').get()
if next_page is not None:
next_page = response.urljoin(next_page)
yield scrapy.Request(next_page, callback=self.parse)
@ -574,12 +606,12 @@ As a shortcut for creating Request objects you can use
def parse(self, response):
for quote in response.css('div.quote'):
yield {
'text': quote.css('span.text::text').extract_first(),
'author': quote.css('span small::text').extract_first(),
'tags': quote.css('div.tags a.tag::text').extract(),
'text': quote.css('span.text::text').get(),
'author': quote.css('span small::text').get(),
'tags': quote.css('div.tags a.tag::text').getall(),
}
next_page = response.css('li.next a::attr(href)').extract_first()
next_page = response.css('li.next a::attr(href)').get()
if next_page is not None:
yield response.follow(next_page, callback=self.parse)
@ -590,21 +622,25 @@ instance; you still have to yield this Request.
You can also pass a selector to ``response.follow`` instead of a string;
this selector should extract necessary attributes::
for href in response.css('li.next a::attr(href)'):
for href in response.css('ul.pager a::attr(href)'):
yield response.follow(href, callback=self.parse)
For ``<a>`` elements there is a shortcut: ``response.follow`` uses their href
attribute automatically. So the code can be shortened further::
for a in response.css('li.next a'):
for a in response.css('ul.pager a'):
yield response.follow(a, callback=self.parse)
.. note::
To create multiple requests from an iterable, you can use
:meth:`response.follow_all <scrapy.http.TextResponse.follow_all>` instead::
anchors = response.css('ul.pager a')
yield from response.follow_all(anchors, callback=self.parse)
or, shortening it further::
yield from response.follow_all(css='ul.pager a', callback=self.parse)
``response.follow(response.css('li.next a'))`` is not valid because
``response.css`` returns a list-like object with selectors for all results,
not a single selector. A ``for`` loop like in the example above, or
``response.follow(response.css('li.next a')[0])`` is fine.
More examples and patterns
--------------------------
@ -621,17 +657,15 @@ this time for scraping author information::
start_urls = ['http://quotes.toscrape.com/']
def parse(self, response):
# follow links to author pages
for href in response.css('.author + a::attr(href)'):
yield response.follow(href, self.parse_author)
author_page_links = response.css('.author + a')
yield from response.follow_all(author_page_links, self.parse_author)
# follow pagination links
for href in response.css('li.next a::attr(href)'):
yield response.follow(href, self.parse)
pagination_links = response.css('li.next a')
yield from response.follow_all(pagination_links, self.parse)
def parse_author(self, response):
def extract_with_css(query):
return response.css(query).extract_first().strip()
return response.css(query).get(default='').strip()
yield {
'name': extract_with_css('h3.author-title::text'),
@ -643,8 +677,10 @@ This spider will start from the main page, it will follow all the links to the
authors pages calling the ``parse_author`` callback for each of them, and also
the pagination links with the ``parse`` callback as we saw before.
Here we're passing callbacks to ``response.follow`` as positional arguments
to make the code shorter; it also works for ``scrapy.Request``.
Here we're passing callbacks to
:meth:`response.follow_all <scrapy.http.TextResponse.follow_all>` as positional
arguments to make the code shorter; it also works for
:class:`~scrapy.Request`.
The ``parse_author`` callback defines a helper function to extract and cleanup the
data from a CSS query and yields the Python dict with the author data.
@ -675,7 +711,7 @@ Using spider arguments
You can provide command line arguments to your spiders by using the ``-a``
option when running them::
scrapy crawl quotes -o quotes-humor.json -a tag=humor
scrapy crawl quotes -O quotes-humor.json -a tag=humor
These arguments are passed to the Spider's ``__init__`` method and become
spider attributes by default.
@ -700,11 +736,11 @@ with a specific tag, building the URL based on the argument::
def parse(self, response):
for quote in response.css('div.quote'):
yield {
'text': quote.css('span.text::text').extract_first(),
'author': quote.css('small.author::text').extract_first(),
'text': quote.css('span.text::text').get(),
'author': quote.css('small.author::text').get(),
}
next_page = response.css('li.next a::attr(href)').extract_first()
next_page = response.css('li.next a::attr(href)').get()
if next_page is not None:
yield response.follow(next_page, self.parse)
@ -728,4 +764,3 @@ modeling the scraped data. If you prefer to play with an example project, check
the :ref:`intro-examples` section.
.. _JSON: https://en.wikipedia.org/wiki/JSON
.. _dirbot: https://github.com/scrapy/dirbot

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@ -1,2 +1,4 @@
Sphinx>=1.6
sphinx_rtd_theme
Sphinx>=3.0
sphinx-hoverxref>=0.2b1
sphinx-notfound-page>=0.4
sphinx-rtd-theme>=0.5.2

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@ -4,8 +4,6 @@
Core API
========
.. versionadded:: 0.15
This section documents the Scrapy core API, and it's intended for developers of
extensions and middlewares.
@ -31,7 +29,7 @@ how you :ref:`configure the downloader middlewares
.. class:: Crawler(spidercls, settings)
The Crawler object must be instantiated with a
:class:`scrapy.spiders.Spider` subclass and a
:class:`scrapy.Spider` subclass and a
:class:`scrapy.settings.Settings` object.
.. attribute:: settings
@ -91,14 +89,16 @@ how you :ref:`configure the downloader middlewares
provided while constructing the crawler, and it is created after the
arguments given in the :meth:`crawl` method.
.. method:: crawl(\*args, \**kwargs)
.. method:: crawl(*args, **kwargs)
Starts the crawler by instantiating its spider class with the given
`args` and `kwargs` arguments, while setting the execution engine in
``args`` and ``kwargs`` arguments, while setting the execution engine in
motion.
Returns a deferred that is fired when the crawl is finished.
.. automethod:: stop
.. autoclass:: CrawlerRunner
:members:
@ -154,7 +154,7 @@ Settings API
SpiderLoader API
================
.. module:: scrapy.loader
.. module:: scrapy.spiderloader
:synopsis: The spider loader
.. class:: SpiderLoader
@ -180,7 +180,7 @@ SpiderLoader API
.. method:: load(spider_name)
Get the Spider class with the given name. It'll look into the previously
loaded spiders for a spider class with name `spider_name` and will raise
loaded spiders for a spider class with name ``spider_name`` and will raise
a KeyError if not found.
:param spider_name: spider class name
@ -196,7 +196,7 @@ SpiderLoader API
match the request's url against the domains of the spiders.
:param request: queried request
:type request: :class:`~scrapy.http.Request` instance
:type request: :class:`~scrapy.Request` instance
.. _topics-api-signals:
@ -271,5 +271,3 @@ class (which they all inherit from).
Close the given spider. After this is called, no more specific stats
can be accessed or collected.
.. _reactor: https://twistedmatrix.com/documents/current/core/howto/reactor-basics.html

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@ -67,7 +67,7 @@ this:
the :ref:`Scheduler <component-scheduler>` and asks for possible next Requests
to crawl.
9. The process repeats (from step 1) until there are no more requests from the
9. The process repeats (from step 3) until there are no more requests from the
:ref:`Scheduler <component-scheduler>`.
Components
@ -87,8 +87,9 @@ of the system, and triggering events when certain actions occur. See the
Scheduler
---------
The Scheduler receives requests from the engine and enqueues them for feeding
them later (also to the engine) when the engine requests them.
The :ref:`scheduler <topics-scheduler>` receives requests from the engine and
enqueues them for feeding them later (also to the engine) when the engine
requests them.
.. _component-downloader:
@ -104,7 +105,7 @@ Spiders
-------
Spiders are custom classes written by Scrapy users to parse responses and
extract items (aka scraped items) from them or additional requests to
extract :ref:`items <topics-items>` from them or additional requests to
follow. For more information see :ref:`topics-spiders`.
.. _component-pipelines:
@ -166,11 +167,10 @@ for concurrency.
For more information about asynchronous programming and Twisted see these
links:
* `Introduction to Deferreds in Twisted`_
* :doc:`twisted:core/howto/defer-intro`
* `Twisted - hello, asynchronous programming`_
* `Twisted Introduction - Krondo`_
.. _Twisted: https://twistedmatrix.com/trac/
.. _Introduction to Deferreds in Twisted: https://twistedmatrix.com/documents/current/core/howto/defer-intro.html
.. _Twisted - hello, asynchronous programming: http://jessenoller.com/2009/02/11/twisted-hello-asynchronous-programming/
.. _Twisted - hello, asynchronous programming: http://jessenoller.com/blog/2009/02/11/twisted-hello-asynchronous-programming/
.. _Twisted Introduction - Krondo: http://krondo.com/an-introduction-to-asynchronous-programming-and-twisted/

83
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@ -0,0 +1,83 @@
.. _using-asyncio:
=======
asyncio
=======
.. versionadded:: 2.0
Scrapy has partial support for :mod:`asyncio`. After you :ref:`install the
asyncio reactor <install-asyncio>`, you may use :mod:`asyncio` and
:mod:`asyncio`-powered libraries in any :doc:`coroutine <coroutines>`.
.. _install-asyncio:
Installing the asyncio reactor
==============================
To enable :mod:`asyncio` support, set the :setting:`TWISTED_REACTOR` setting to
``'twisted.internet.asyncioreactor.AsyncioSelectorReactor'``.
If you are using :class:`~scrapy.crawler.CrawlerRunner`, you also need to
install the :class:`~twisted.internet.asyncioreactor.AsyncioSelectorReactor`
reactor manually. You can do that using
:func:`~scrapy.utils.reactor.install_reactor`::
install_reactor('twisted.internet.asyncioreactor.AsyncioSelectorReactor')
.. _using-custom-loops:
Using custom asyncio loops
==========================
You can also use custom asyncio event loops with the asyncio reactor. Set the
:setting:`ASYNCIO_EVENT_LOOP` setting to the import path of the desired event loop class to
use it instead of the default asyncio event loop.
.. _asyncio-await-dfd:
Windows-specific notes
======================
The Windows implementation of :mod:`asyncio` can use two event loop
implementations: :class:`~asyncio.SelectorEventLoop` (default before Python
3.8, required when using Twisted) and :class:`~asyncio.ProactorEventLoop`
(default since Python 3.8, cannot work with Twisted). So on Python 3.8+ the
event loop class needs to be changed. Scrapy since VERSION does this
automatically when you change the :setting:`TWISTED_REACTOR` setting or call
:func:`~scrapy.utils.reactor.install_reactor`, but if you install the reactor
by other means or use an older Scrapy version you need to call the following
code before installing the reactor::
import asyncio
asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy())
You can put this in the same function that installs the reactor, if you do that
yourself, or in some code that runs before the reactor is installed, e.g.
``settings.py``.
.. note:: Other libraries you use may require
:class:`~asyncio.ProactorEventLoop`, e.g. because it supports
subprocesses (this is the case with `playwright`_), so you cannot use
them together with Scrapy on Windows (but you should be able to use
them on WSL or native Linux).
.. _playwright: https://github.com/microsoft/playwright-python
Awaiting on Deferreds
=====================
When the asyncio reactor isn't installed, you can await on Deferreds in the
coroutines directly. When it is installed, this is not possible anymore, due to
specifics of the Scrapy coroutine integration (the coroutines are wrapped into
:class:`asyncio.Future` objects, not into
:class:`~twisted.internet.defer.Deferred` directly), and you need to wrap them into
Futures. Scrapy provides two helpers for this:
.. autofunction:: scrapy.utils.defer.deferred_to_future
.. autofunction:: scrapy.utils.defer.maybe_deferred_to_future
.. tip:: If you need to use these functions in code that aims to be compatible
with lower versions of Scrapy that do not provide these functions,
down to Scrapy 2.0 (earlier versions do not support
:mod:`asyncio`), you can copy the implementation of these functions
into your own code.

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@ -11,7 +11,7 @@ Design goals
============
1. be nicer to sites instead of using default download delay of zero
2. automatically adjust scrapy to the optimum crawling speed, so the user
2. automatically adjust Scrapy to the optimum crawling speed, so the user
doesn't have to tune the download delays to find the optimum one.
The user only needs to specify the maximum concurrent requests
it allows, and the extension does the rest.
@ -128,8 +128,6 @@ The maximum download delay (in seconds) to be set in case of high latencies.
AUTOTHROTTLE_TARGET_CONCURRENCY
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. versionadded:: 1.1
Default: ``1.0``
Average number of requests Scrapy should be sending in parallel to remote

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@ -4,8 +4,6 @@
Benchmarking
============
.. versionadded:: 0.17
Scrapy comes with a simple benchmarking suite that spawns a local HTTP server
and crawls it at the maximum possible speed. The goal of this benchmarking is
to get an idea of how Scrapy performs in your hardware, in order to have a
@ -83,5 +81,6 @@ follow links, any custom spider you write will probably do more stuff which
results in slower crawl rates. How slower depends on how much your spider does
and how well it's written.
In the future, more cases will be added to the benchmarking suite to cover
other common scenarios.
Use scrapy-bench_ for more complex benchmarking.
.. _scrapy-bench: https://github.com/scrapy/scrapy-bench

View File

@ -39,24 +39,50 @@ you need to keep in mind when using Scrapy for doing broad crawls, along with
concrete suggestions of Scrapy settings to tune in order to achieve an
efficient broad crawl.
.. _broad-crawls-scheduler-priority-queue:
Use the right :setting:`SCHEDULER_PRIORITY_QUEUE`
=================================================
Scrapy’s default scheduler priority queue is ``'scrapy.pqueues.ScrapyPriorityQueue'``.
It works best during single-domain crawl. It does not work well with crawling
many different domains in parallel
To apply the recommended priority queue use::
SCHEDULER_PRIORITY_QUEUE = 'scrapy.pqueues.DownloaderAwarePriorityQueue'
.. _broad-crawls-concurrency:
Increase concurrency
====================
Concurrency is the number of requests that are processed in parallel. There is
a global limit and a per-domain limit.
a global limit (:setting:`CONCURRENT_REQUESTS`) and an additional limit that
can be set either per domain (:setting:`CONCURRENT_REQUESTS_PER_DOMAIN`) or per
IP (:setting:`CONCURRENT_REQUESTS_PER_IP`).
.. note:: The scheduler priority queue :ref:`recommended for broad crawls
<broad-crawls-scheduler-priority-queue>` does not support
:setting:`CONCURRENT_REQUESTS_PER_IP`.
The default global concurrency limit in Scrapy is not suitable for crawling
many different domains in parallel, so you will want to increase it. How much
to increase it will depend on how much CPU you crawler will have available. A
good starting point is ``100``, but the best way to find out is by doing some
trials and identifying at what concurrency your Scrapy process gets CPU
bounded. For optimum performance, you should pick a concurrency where CPU usage
is at 80-90%.
to increase it will depend on how much CPU and memory you crawler will have
available.
To increase the global concurrency use::
A good starting point is ``100``::
CONCURRENT_REQUESTS = 100
But the best way to find out is by doing some trials and identifying at what
concurrency your Scrapy process gets CPU bounded. For optimum performance, you
should pick a concurrency where CPU usage is at 80-90%.
Increasing concurrency also increases memory usage. If memory usage is a
concern, you might need to lower your global concurrency limit accordingly.
Increase Twisted IO thread pool maximum size
============================================
@ -85,7 +111,7 @@ When doing broad crawls you are often only interested in the crawl rates you
get and any errors found. These stats are reported by Scrapy when using the
``INFO`` log level. In order to save CPU (and log storage requirements) you
should not use ``DEBUG`` log level when preforming large broad crawls in
production. Using ``DEBUG`` level when developing your (broad) crawler may be
production. Using ``DEBUG`` level when developing your (broad) crawler may be
fine though.
To set the log level use::
@ -162,4 +188,33 @@ AjaxCrawlMiddleware helps to crawl them correctly.
It is turned OFF by default because it has some performance overhead,
and enabling it for focused crawls doesn't make much sense.
.. _ajax crawlable: https://developers.google.com/webmasters/ajax-crawling/docs/getting-started
.. _ajax crawlable: https://developers.google.com/search/docs/ajax-crawling/docs/getting-started
.. _broad-crawls-bfo:
Crawl in BFO order
==================
:ref:`Scrapy crawls in DFO order by default <faq-bfo-dfo>`.
In broad crawls, however, page crawling tends to be faster than page
processing. As a result, unprocessed early requests stay in memory until the
final depth is reached, which can significantly increase memory usage.
:ref:`Crawl in BFO order <faq-bfo-dfo>` instead to save memory.
Be mindful of memory leaks
==========================
If your broad crawl shows a high memory usage, in addition to :ref:`crawling in
BFO order <broad-crawls-bfo>` and :ref:`lowering concurrency
<broad-crawls-concurrency>` you should :ref:`debug your memory leaks
<topics-leaks>`.
Install a specific Twisted reactor
==================================
If the crawl is exceeding the system's capabilities, you might want to try
installing a specific Twisted reactor, via the :setting:`TWISTED_REACTOR` setting.

View File

@ -1,11 +1,11 @@
.. highlight:: none
.. _topics-commands:
=================
Command line tool
=================
.. versionadded:: 0.10
Scrapy is controlled through the ``scrapy`` command-line tool, to be referred
here as the "Scrapy tool" to differentiate it from the sub-commands, which we
just call "commands" or "Scrapy commands".
@ -27,7 +27,7 @@ in standard locations:
1. ``/etc/scrapy.cfg`` or ``c:\scrapy\scrapy.cfg`` (system-wide),
2. ``~/.config/scrapy.cfg`` (``$XDG_CONFIG_HOME``) and ``~/.scrapy.cfg`` (``$HOME``)
for global (user-wide) settings, and
3. ``scrapy.cfg`` inside a scrapy project's root (see next section).
3. ``scrapy.cfg`` inside a Scrapy project's root (see next section).
Settings from these files are merged in the listed order of preference:
user-defined values have higher priority than system-wide defaults
@ -37,7 +37,7 @@ Scrapy also understands, and can be configured through, a number of environment
variables. Currently these are:
* ``SCRAPY_SETTINGS_MODULE`` (see :ref:`topics-settings-module-envvar`)
* ``SCRAPY_PROJECT``
* ``SCRAPY_PROJECT`` (see :ref:`topics-project-envvar`)
* ``SCRAPY_PYTHON_SHELL`` (see :ref:`topics-shell`)
.. _topics-project-structure:
@ -66,11 +66,42 @@ structure by default, similar to this::
The directory where the ``scrapy.cfg`` file resides is known as the *project
root directory*. That file contains the name of the python module that defines
the project settings. Here is an example::
the project settings. Here is an example:
.. code-block:: ini
[settings]
default = myproject.settings
.. _topics-project-envvar:
Sharing the root directory between projects
===========================================
A project root directory, the one that contains the ``scrapy.cfg``, may be
shared by multiple Scrapy projects, each with its own settings module.
In that case, you must define one or more aliases for those settings modules
under ``[settings]`` in your ``scrapy.cfg`` file:
.. code-block:: ini
[settings]
default = myproject1.settings
project1 = myproject1.settings
project2 = myproject2.settings
By default, the ``scrapy`` command-line tool will use the ``default`` settings.
Use the ``SCRAPY_PROJECT`` environment variable to specify a different project
for ``scrapy`` to use::
$ scrapy settings --get BOT_NAME
Project 1 Bot
$ export SCRAPY_PROJECT=project2
$ scrapy settings --get BOT_NAME
Project 2 Bot
Using the ``scrapy`` tool
=========================
@ -250,6 +281,8 @@ check
Run contract checks.
.. skip: start
Usage examples::
$ scrapy check -l
@ -267,6 +300,8 @@ Usage examples::
[FAILED] first_spider:parse
>>> Returned 92 requests, expected 0..4
.. skip: end
.. command:: list
list
@ -431,9 +466,12 @@ Supported options:
* ``--callback`` or ``-c``: spider method to use as callback for parsing the
response
* ``--meta`` or ``-m``: additional request meta that will be passed to the callback
* ``--meta`` or ``-m``: additional request meta that will be passed to the callback
request. This must be a valid json string. Example: --meta='{"foo" : "bar"}'
* ``--cbkwargs``: additional keyword arguments that will be passed to the callback.
This must be a valid json string. Example: --cbkwargs='{"foo" : "bar"}'
* ``--pipelines``: process items through pipelines
* ``--rules`` or ``-r``: use :class:`~scrapy.spiders.CrawlSpider`
@ -451,6 +489,12 @@ Supported options:
* ``--verbose`` or ``-v``: display information for each depth level
* ``--output`` or ``-o``: dump scraped items to a file
.. versionadded:: 2.3
.. skip: start
Usage example::
$ scrapy parse http://www.example.com/ -c parse_item
@ -458,13 +502,15 @@ Usage example::
>>> STATUS DEPTH LEVEL 1 <<<
# Scraped Items ------------------------------------------------------------
[{'name': u'Example item',
'category': u'Furniture',
'length': u'12 cm'}]
[{'name': 'Example item',
'category': 'Furniture',
'length': '12 cm'}]
# Requests -----------------------------------------------------------------
[]
.. skip: end
.. command:: settings
@ -518,8 +564,6 @@ and Platform info, which is useful for bug reports.
bench
-----
.. versionadded:: 0.17
* Syntax: ``scrapy bench``
* Requires project: *no*
@ -543,7 +587,9 @@ Default: ``''`` (empty string)
A module to use for looking up custom Scrapy commands. This is used to add custom
commands for your Scrapy project.
Example::
Example:
.. code-block:: python
COMMANDS_MODULE = 'mybot.commands'
@ -552,13 +598,15 @@ Example::
Register commands via setup.py entry points
-------------------------------------------
.. note:: This is an experimental feature, use with caution.
You can also add Scrapy commands from an external library by adding a
``scrapy.commands`` section in the entry points of the library ``setup.py``
file.
The following example adds ``my_command`` command::
The following example adds ``my_command`` command:
.. skip: next
.. code-block:: python
from setuptools import setup, find_packages

View File

@ -4,12 +4,6 @@
Spiders Contracts
=================
.. versionadded:: 0.15
.. note:: This is a new feature (introduced in Scrapy 0.15) and may be subject
to minor functionality/API updates. Check the :ref:`release notes <news>` to
be notified of updates.
Testing spiders can get particularly annoying and while nothing prevents you
from writing unit tests the task gets cumbersome quickly. Scrapy offers an
integrated way of testing your spiders by the means of contracts.
@ -35,12 +29,20 @@ This callback is tested using three built-in contracts:
.. class:: UrlContract
This contract (``@url``) sets the sample url used when checking other
This contract (``@url``) sets the sample URL used when checking other
contract conditions for this spider. This contract is mandatory. All
callbacks lacking this contract are ignored when running the checks::
@url url
.. class:: CallbackKeywordArgumentsContract
This contract (``@cb_kwargs``) sets the :attr:`cb_kwargs <scrapy.Request.cb_kwargs>`
attribute for the sample request. It must be a valid JSON dictionary.
::
@cb_kwargs {"arg1": "value1", "arg2": "value2", ...}
.. class:: ReturnsContract
This contract (``@returns``) sets lower and upper bounds for the items and
@ -60,7 +62,7 @@ Use the :command:`check` command to run the contract checks.
Custom Contracts
================
If you find you need more power than the built-in scrapy contracts you can
If you find you need more power than the built-in Scrapy contracts you can
create and load your own contracts in the project by using the
:setting:`SPIDER_CONTRACTS` setting::
@ -69,15 +71,15 @@ create and load your own contracts in the project by using the
'myproject.contracts.ItemValidate': 10,
}
Each contract must inherit from :class:`scrapy.contracts.Contract` and can
Each contract must inherit from :class:`~scrapy.contracts.Contract` and can
override three methods:
.. module:: scrapy.contracts
.. class:: Contract(method, \*args)
.. class:: Contract(method, *args)
:param method: callback function to which the contract is associated
:type method: function
:type method: collections.abc.Callable
:param args: list of arguments passed into the docstring (whitespace
separated)
@ -86,8 +88,11 @@ override three methods:
.. method:: Contract.adjust_request_args(args)
This receives a ``dict`` as an argument containing default arguments
for :class:`~scrapy.http.Request` object. Must return the same or a
modified version of it.
for request object. :class:`~scrapy.Request` is used by default,
but this can be changed with the ``request_cls`` attribute.
If multiple contracts in chain have this attribute defined, the last one is used.
Must return the same or a modified version of it.
.. method:: Contract.pre_process(response)
@ -99,9 +104,14 @@ override three methods:
This allows processing the output of the callback. Iterators are
converted listified before being passed to this hook.
Raise :class:`~scrapy.exceptions.ContractFail` from
:class:`~scrapy.contracts.Contract.pre_process` or
:class:`~scrapy.contracts.Contract.post_process` if expectations are not met:
.. autoclass:: scrapy.exceptions.ContractFail
Here is a demo contract which checks the presence of a custom header in the
response received. Raise :class:`scrapy.exceptions.ContractFail` in order to
get the failures pretty printed::
response received::
from scrapy.contracts import Contract
from scrapy.exceptions import ContractFail
@ -117,3 +127,22 @@ get the failures pretty printed::
for header in self.args:
if header not in response.headers:
raise ContractFail('X-CustomHeader not present')
.. _detecting-contract-check-runs:
Detecting check runs
====================
When ``scrapy check`` is running, the ``SCRAPY_CHECK`` environment variable is
set to the ``true`` string. You can use :data:`os.environ` to perform any change to
your spiders or your settings when ``scrapy check`` is used::
import os
import scrapy
class ExampleSpider(scrapy.Spider):
name = 'example'
def __init__(self):
if os.environ.get('SCRAPY_CHECK'):
pass # Do some scraper adjustments when a check is running

110
docs/topics/coroutines.rst Normal file
View File

@ -0,0 +1,110 @@
==========
Coroutines
==========
.. versionadded:: 2.0
Scrapy has :ref:`partial support <coroutine-support>` for the
:ref:`coroutine syntax <async>`.
.. _coroutine-support:
Supported callables
===================
The following callables may be defined as coroutines using ``async def``, and
hence use coroutine syntax (e.g. ``await``, ``async for``, ``async with``):
- :class:`~scrapy.Request` callbacks.
.. note:: The callback output is not processed until the whole callback
finishes.
As a side effect, if the callback raises an exception, none of its
output is processed.
This is a known caveat of the current implementation that we aim to
address in a future version of Scrapy.
- The :meth:`process_item` method of
:ref:`item pipelines <topics-item-pipeline>`.
- The
:meth:`~scrapy.downloadermiddlewares.DownloaderMiddleware.process_request`,
:meth:`~scrapy.downloadermiddlewares.DownloaderMiddleware.process_response`,
and
:meth:`~scrapy.downloadermiddlewares.DownloaderMiddleware.process_exception`
methods of
:ref:`downloader middlewares <topics-downloader-middleware-custom>`.
- :ref:`Signal handlers that support deferreds <signal-deferred>`.
Usage
=====
There are several use cases for coroutines in Scrapy. Code that would
return Deferreds when written for previous Scrapy versions, such as downloader
middlewares and signal handlers, can be rewritten to be shorter and cleaner::
from itemadapter import ItemAdapter
class DbPipeline:
def _update_item(self, data, item):
adapter = ItemAdapter(item)
adapter['field'] = data
return item
def process_item(self, item, spider):
adapter = ItemAdapter(item)
dfd = db.get_some_data(adapter['id'])
dfd.addCallback(self._update_item, item)
return dfd
becomes::
from itemadapter import ItemAdapter
class DbPipeline:
async def process_item(self, item, spider):
adapter = ItemAdapter(item)
adapter['field'] = await db.get_some_data(adapter['id'])
return item
Coroutines may be used to call asynchronous code. This includes other
coroutines, functions that return Deferreds and functions that return
:term:`awaitable objects <awaitable>` such as :class:`~asyncio.Future`.
This means you can use many useful Python libraries providing such code::
class MySpiderDeferred(Spider):
# ...
async def parse(self, response):
additional_response = await treq.get('https://additional.url')
additional_data = await treq.content(additional_response)
# ... use response and additional_data to yield items and requests
class MySpiderAsyncio(Spider):
# ...
async def parse(self, response):
async with aiohttp.ClientSession() as session:
async with session.get('https://additional.url') as additional_response:
additional_data = await additional_response.text()
# ... use response and additional_data to yield items and requests
.. note:: Many libraries that use coroutines, such as `aio-libs`_, require the
:mod:`asyncio` loop and to use them you need to
:doc:`enable asyncio support in Scrapy<asyncio>`.
.. note:: If you want to ``await`` on Deferreds while using the asyncio reactor,
you need to :ref:`wrap them<asyncio-await-dfd>`.
Common use cases for asynchronous code include:
* requesting data from websites, databases and other services (in callbacks,
pipelines and middlewares);
* storing data in databases (in pipelines and middlewares);
* delaying the spider initialization until some external event (in the
:signal:`spider_opened` handler);
* calling asynchronous Scrapy methods like ``ExecutionEngine.download`` (see
:ref:`the screenshot pipeline example<ScreenshotPipeline>`).
.. _aio-libs: https://github.com/aio-libs

View File

@ -5,7 +5,7 @@ Debugging Spiders
=================
This document explains the most common techniques for debugging spiders.
Consider the following scrapy spider below::
Consider the following Scrapy spider below::
import scrapy
from myproject.items import MyItem
@ -18,24 +18,25 @@ Consider the following scrapy spider below::
)
def parse(self, response):
# collect `item_urls`
# <processing code not shown>
# collect `item_urls`
for item_url in item_urls:
yield scrapy.Request(item_url, self.parse_item)
def parse_item(self, response):
# <processing code not shown>
item = MyItem()
# populate `item` fields
# and extract item_details_url
yield scrapy.Request(item_details_url, self.parse_details, meta={'item': item})
yield scrapy.Request(item_details_url, self.parse_details, cb_kwargs={'item': item})
def parse_details(self, response):
item = response.meta['item']
def parse_details(self, response, item):
# populate more `item` fields
return item
Basically this is a simple spider which parses two pages of items (the
start_urls). Items also have a details page with additional information, so we
use the ``meta`` functionality of :class:`~scrapy.http.Request` to pass a
use the ``cb_kwargs`` functionality of :class:`~scrapy.Request` to pass a
partially populated item.
@ -47,6 +48,10 @@ The most basic way of checking the output of your spider is to use the
of the spider at the method level. It has the advantage of being flexible and
simple to use, but does not allow debugging code inside a method.
.. highlight:: none
.. skip: start
In order to see the item scraped from a specific url::
$ scrapy parse --spider=myspider -c parse_item -d 2 <item_url>
@ -84,6 +89,8 @@ using::
$ scrapy parse --spider=myspider -d 3 'http://example.com/page1'
.. skip: end
Scrapy Shell
============
@ -93,13 +100,14 @@ spider, it is of little help to check what happens inside a callback, besides
showing the response received and the output. How to debug the situation when
``parse_details`` sometimes receives no item?
.. highlight:: python
Fortunately, the :command:`shell` is your bread and butter in this case (see
:ref:`topics-shell-inspect-response`)::
from scrapy.shell import inspect_response
def parse_details(self, response):
item = response.meta.get('item', None)
def parse_details(self, response, item=None):
if item:
# populate more `item` fields
return item
@ -132,8 +140,7 @@ Logging is another useful option for getting information about your spider run.
Although not as convenient, it comes with the advantage that the logs will be
available in all future runs should they be necessary again::
def parse_details(self, response):
item = response.meta.get('item', None)
def parse_details(self, response, item=None):
if item:
# populate more `item` fields
return item

View File

@ -14,7 +14,7 @@ spiders come in.
Popular choices for deploying Scrapy spiders are:
* :ref:`Scrapyd <deploy-scrapyd>` (open source)
* :ref:`Scrapy Cloud <deploy-scrapy-cloud>` (cloud-based)
* :ref:`Zyte Scrapy Cloud <deploy-scrapy-cloud>` (cloud-based)
.. _deploy-scrapyd:
@ -32,28 +32,28 @@ Scrapyd is maintained by some of the Scrapy developers.
.. _deploy-scrapy-cloud:
Deploying to Scrapy Cloud
=========================
Deploying to Zyte Scrapy Cloud
==============================
`Scrapy Cloud`_ is a hosted, cloud-based service by `Scrapinghub`_,
the company behind Scrapy.
`Zyte Scrapy Cloud`_ is a hosted, cloud-based service by Zyte_, the company
behind Scrapy.
Scrapy Cloud removes the need to setup and monitor servers
and provides a nice UI to manage spiders and review scraped items,
logs and stats.
Zyte Scrapy Cloud removes the need to setup and monitor servers and provides a
nice UI to manage spiders and review scraped items, logs and stats.
To deploy spiders to Scrapy Cloud you can use the `shub`_ command line tool.
Please refer to the `Scrapy Cloud documentation`_ for more information.
To deploy spiders to Zyte Scrapy Cloud you can use the `shub`_ command line
tool.
Please refer to the `Zyte Scrapy Cloud documentation`_ for more information.
Scrapy Cloud is compatible with Scrapyd and one can switch between
Zyte Scrapy Cloud is compatible with Scrapyd and one can switch between
them as needed - the configuration is read from the ``scrapy.cfg`` file
just like ``scrapyd-deploy``.
.. _Scrapyd: https://github.com/scrapy/scrapyd
.. _Deploying your project: https://scrapyd.readthedocs.io/en/latest/deploy.html
.. _Scrapy Cloud: https://scrapinghub.com/scrapy-cloud
.. _Scrapyd: https://github.com/scrapy/scrapyd
.. _scrapyd-client: https://github.com/scrapy/scrapyd-client
.. _shub: https://doc.scrapinghub.com/shub.html
.. _scrapyd-deploy documentation: https://scrapyd.readthedocs.io/en/latest/deploy.html
.. _Scrapy Cloud documentation: https://doc.scrapinghub.com/scrapy-cloud.html
.. _Scrapinghub: https://scrapinghub.com/
.. _shub: https://shub.readthedocs.io/en/latest/
.. _Zyte: https://zyte.com/
.. _Zyte Scrapy Cloud: https://www.zyte.com/scrapy-cloud/
.. _Zyte Scrapy Cloud documentation: https://docs.zyte.com/scrapy-cloud.html

View File

@ -0,0 +1,311 @@
.. _topics-developer-tools:
=================================================
Using your browser's Developer Tools for scraping
=================================================
Here is a general guide on how to use your browser's Developer Tools
to ease the scraping process. Today almost all browsers come with
built in `Developer Tools`_ and although we will use Firefox in this
guide, the concepts are applicable to any other browser.
In this guide we'll introduce the basic tools to use from a browser's
Developer Tools by scraping `quotes.toscrape.com`_.
.. _topics-livedom:
Caveats with inspecting the live browser DOM
============================================
Since Developer Tools operate on a live browser DOM, what you'll actually see
when inspecting the page source is not the original HTML, but a modified one
after applying some browser clean up and executing Javascript code. Firefox,
in particular, is known for adding ``<tbody>`` elements to tables. Scrapy, on
the other hand, does not modify the original page HTML, so you won't be able to
extract any data if you use ``<tbody>`` in your XPath expressions.
Therefore, you should keep in mind the following things:
* Disable Javascript while inspecting the DOM looking for XPaths to be
used in Scrapy (in the Developer Tools settings click `Disable JavaScript`)
* Never use full XPath paths, use relative and clever ones based on attributes
(such as ``id``, ``class``, ``width``, etc) or any identifying features like
``contains(@href, 'image')``.
* Never include ``<tbody>`` elements in your XPath expressions unless you
really know what you're doing
.. _topics-inspector:
Inspecting a website
====================
By far the most handy feature of the Developer Tools is the `Inspector`
feature, which allows you to inspect the underlying HTML code of
any webpage. To demonstrate the Inspector, let's look at the
`quotes.toscrape.com`_-site.
On the site we have a total of ten quotes from various authors with specific
tags, as well as the Top Ten Tags. Let's say we want to extract all the quotes
on this page, without any meta-information about authors, tags, etc.
Instead of viewing the whole source code for the page, we can simply right click
on a quote and select ``Inspect Element (Q)``, which opens up the `Inspector`.
In it you should see something like this:
.. image:: _images/inspector_01.png
:width: 777
:height: 469
:alt: Firefox's Inspector-tool
The interesting part for us is this:
.. code-block:: html
<div class="quote" itemscope="" itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">(...)</span>
<span>(...)</span>
<div class="tags">(...)</div>
</div>
If you hover over the first ``div`` directly above the ``span`` tag highlighted
in the screenshot, you'll see that the corresponding section of the webpage gets
highlighted as well. So now we have a section, but we can't find our quote text
anywhere.
The advantage of the `Inspector` is that it automatically expands and collapses
sections and tags of a webpage, which greatly improves readability. You can
expand and collapse a tag by clicking on the arrow in front of it or by double
clicking directly on the tag. If we expand the ``span`` tag with the ``class=
"text"`` we will see the quote-text we clicked on. The `Inspector` lets you
copy XPaths to selected elements. Let's try it out.
First open the Scrapy shell at http://quotes.toscrape.com/ in a terminal:
.. code-block:: none
$ scrapy shell "http://quotes.toscrape.com/"
Then, back to your web browser, right-click on the ``span`` tag, select
``Copy > XPath`` and paste it in the Scrapy shell like so:
.. invisible-code-block: python
response = load_response('http://quotes.toscrape.com/', 'quotes.html')
>>> response.xpath('/html/body/div/div[2]/div[1]/div[1]/span[1]/text()').getall()
['“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”']
Adding ``text()`` at the end we are able to extract the first quote with this
basic selector. But this XPath is not really that clever. All it does is
go down a desired path in the source code starting from ``html``. So let's
see if we can refine our XPath a bit:
If we check the `Inspector` again we'll see that directly beneath our
expanded ``div`` tag we have nine identical ``div`` tags, each with the
same attributes as our first. If we expand any of them, we'll see the same
structure as with our first quote: Two ``span`` tags and one ``div`` tag. We can
expand each ``span`` tag with the ``class="text"`` inside our ``div`` tags and
see each quote:
.. code-block:: html
<div class="quote" itemscope="" itemtype="http://schema.org/CreativeWork">
<span class="text" itemprop="text">
“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”
</span>
<span>(...)</span>
<div class="tags">(...)</div>
</div>
With this knowledge we can refine our XPath: Instead of a path to follow,
we'll simply select all ``span`` tags with the ``class="text"`` by using
the `has-class-extension`_:
>>> response.xpath('//span[has-class("text")]/text()').getall()
['“The world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.”',
'“It is our choices, Harry, that show what we truly are, far more than our abilities.”',
'“There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.”',
...]
And with one simple, cleverer XPath we are able to extract all quotes from
the page. We could have constructed a loop over our first XPath to increase
the number of the last ``div``, but this would have been unnecessarily
complex and by simply constructing an XPath with ``has-class("text")``
we were able to extract all quotes in one line.
The `Inspector` has a lot of other helpful features, such as searching in the
source code or directly scrolling to an element you selected. Let's demonstrate
a use case:
Say you want to find the ``Next`` button on the page. Type ``Next`` into the
search bar on the top right of the `Inspector`. You should get two results.
The first is a ``li`` tag with the ``class="next"``, the second the text
of an ``a`` tag. Right click on the ``a`` tag and select ``Scroll into View``.
If you hover over the tag, you'll see the button highlighted. From here
we could easily create a :ref:`Link Extractor <topics-link-extractors>` to
follow the pagination. On a simple site such as this, there may not be
the need to find an element visually but the ``Scroll into View`` function
can be quite useful on complex sites.
Note that the search bar can also be used to search for and test CSS
selectors. For example, you could search for ``span.text`` to find
all quote texts. Instead of a full text search, this searches for
exactly the ``span`` tag with the ``class="text"`` in the page.
.. _topics-network-tool:
The Network-tool
================
While scraping you may come across dynamic webpages where some parts
of the page are loaded dynamically through multiple requests. While
this can be quite tricky, the `Network`-tool in the Developer Tools
greatly facilitates this task. To demonstrate the Network-tool, let's
take a look at the page `quotes.toscrape.com/scroll`_.
The page is quite similar to the basic `quotes.toscrape.com`_-page,
but instead of the above-mentioned ``Next`` button, the page
automatically loads new quotes when you scroll to the bottom. We
could go ahead and try out different XPaths directly, but instead
we'll check another quite useful command from the Scrapy shell:
.. skip: next
.. code-block:: none
$ scrapy shell "quotes.toscrape.com/scroll"
(...)
>>> view(response)
A browser window should open with the webpage but with one
crucial difference: Instead of the quotes we just see a greenish
bar with the word ``Loading...``.
.. image:: _images/network_01.png
:width: 777
:height: 296
:alt: Response from quotes.toscrape.com/scroll
The ``view(response)`` command let's us view the response our
shell or later our spider receives from the server. Here we see
that some basic template is loaded which includes the title,
the login-button and the footer, but the quotes are missing. This
tells us that the quotes are being loaded from a different request
than ``quotes.toscrape/scroll``.
If you click on the ``Network`` tab, you will probably only see
two entries. The first thing we do is enable persistent logs by
clicking on ``Persist Logs``. If this option is disabled, the
log is automatically cleared each time you navigate to a different
page. Enabling this option is a good default, since it gives us
control on when to clear the logs.
If we reload the page now, you'll see the log get populated with six
new requests.
.. image:: _images/network_02.png
:width: 777
:height: 241
:alt: Network tab with persistent logs and requests
Here we see every request that has been made when reloading the page
and can inspect each request and its response. So let's find out
where our quotes are coming from:
First click on the request with the name ``scroll``. On the right
you can now inspect the request. In ``Headers`` you'll find details
about the request headers, such as the URL, the method, the IP-address,
and so on. We'll ignore the other tabs and click directly on ``Response``.
What you should see in the ``Preview`` pane is the rendered HTML-code,
that is exactly what we saw when we called ``view(response)`` in the
shell. Accordingly the ``type`` of the request in the log is ``html``.
The other requests have types like ``css`` or ``js``, but what
interests us is the one request called ``quotes?page=1`` with the
type ``json``.
If we click on this request, we see that the request URL is
``http://quotes.toscrape.com/api/quotes?page=1`` and the response
is a JSON-object that contains our quotes. We can also right-click
on the request and open ``Open in new tab`` to get a better overview.
.. image:: _images/network_03.png
:width: 777
:height: 375
:alt: JSON-object returned from the quotes.toscrape API
With this response we can now easily parse the JSON-object and
also request each page to get every quote on the site::
import scrapy
import json
class QuoteSpider(scrapy.Spider):
name = 'quote'
allowed_domains = ['quotes.toscrape.com']
page = 1
start_urls = ['http://quotes.toscrape.com/api/quotes?page=1']
def parse(self, response):
data = json.loads(response.text)
for quote in data["quotes"]:
yield {"quote": quote["text"]}
if data["has_next"]:
self.page += 1
url = f"http://quotes.toscrape.com/api/quotes?page={self.page}"
yield scrapy.Request(url=url, callback=self.parse)
This spider starts at the first page of the quotes-API. With each
response, we parse the ``response.text`` and assign it to ``data``.
This lets us operate on the JSON-object like on a Python dictionary.
We iterate through the ``quotes`` and print out the ``quote["text"]``.
If the handy ``has_next`` element is ``true`` (try loading
`quotes.toscrape.com/api/quotes?page=10`_ in your browser or a
page-number greater than 10), we increment the ``page`` attribute
and ``yield`` a new request, inserting the incremented page-number
into our ``url``.
.. _requests-from-curl:
In more complex websites, it could be difficult to easily reproduce the
requests, as we could need to add ``headers`` or ``cookies`` to make it work.
In those cases you can export the requests in `cURL <https://curl.haxx.se/>`_
format, by right-clicking on each of them in the network tool and using the
:meth:`~scrapy.Request.from_curl()` method to generate an equivalent
request::
from scrapy import Request
request = Request.from_curl(
"curl 'http://quotes.toscrape.com/api/quotes?page=1' -H 'User-Agent: Mozil"
"la/5.0 (X11; Linux x86_64; rv:67.0) Gecko/20100101 Firefox/67.0' -H 'Acce"
"pt: */*' -H 'Accept-Language: ca,en-US;q=0.7,en;q=0.3' --compressed -H 'X"
"-Requested-With: XMLHttpRequest' -H 'Proxy-Authorization: Basic QFRLLTAzM"
"zEwZTAxLTk5MWUtNDFiNC1iZWRmLTJjNGI4M2ZiNDBmNDpAVEstMDMzMTBlMDEtOTkxZS00MW"
"I0LWJlZGYtMmM0YjgzZmI0MGY0' -H 'Connection: keep-alive' -H 'Referer: http"
"://quotes.toscrape.com/scroll' -H 'Cache-Control: max-age=0'")
Alternatively, if you want to know the arguments needed to recreate that
request you can use the :func:`~scrapy.utils.curl.curl_to_request_kwargs`
function to get a dictionary with the equivalent arguments:
.. autofunction:: scrapy.utils.curl.curl_to_request_kwargs
Note that to translate a cURL command into a Scrapy request,
you may use `curl2scrapy <https://michael-shub.github.io/curl2scrapy/>`_.
As you can see, with a few inspections in the `Network`-tool we
were able to easily replicate the dynamic requests of the scrolling
functionality of the page. Crawling dynamic pages can be quite
daunting and pages can be very complex, but it (mostly) boils down
to identifying the correct request and replicating it in your spider.
.. _Developer Tools: https://en.wikipedia.org/wiki/Web_development_tools
.. _quotes.toscrape.com: http://quotes.toscrape.com
.. _quotes.toscrape.com/scroll: http://quotes.toscrape.com/scroll
.. _quotes.toscrape.com/api/quotes?page=10: http://quotes.toscrape.com/api/quotes?page=10
.. _has-class-extension: https://parsel.readthedocs.io/en/latest/usage.html#other-xpath-extensions

View File

@ -41,7 +41,7 @@ previous (or subsequent) middleware being applied.
If you want to disable a built-in middleware (the ones defined in
:setting:`DOWNLOADER_MIDDLEWARES_BASE` and enabled by default) you must define it
in your project's :setting:`DOWNLOADER_MIDDLEWARES` setting and assign `None`
in your project's :setting:`DOWNLOADER_MIDDLEWARES` setting and assign ``None``
as its value. For example, if you want to disable the user-agent middleware::
DOWNLOADER_MIDDLEWARES = {
@ -52,11 +52,17 @@ as its value. For example, if you want to disable the user-agent middleware::
Finally, keep in mind that some middlewares may need to be enabled through a
particular setting. See each middleware documentation for more info.
.. _topics-downloader-middleware-custom:
Writing your own downloader middleware
======================================
Each middleware component is a Python class that defines one or
more of the following methods:
Each downloader middleware is a Python class that defines one or more of the
methods defined below.
The main entry point is the ``from_crawler`` class method, which receives a
:class:`~scrapy.crawler.Crawler` instance. The :class:`~scrapy.crawler.Crawler`
object gives you access, for example, to the :ref:`settings <topics-settings>`.
.. module:: scrapy.downloadermiddlewares
@ -70,7 +76,7 @@ more of the following methods:
middleware.
:meth:`process_request` should either: return ``None``, return a
:class:`~scrapy.http.Response` object, return a :class:`~scrapy.http.Request`
:class:`~scrapy.Response` object, return a :class:`~scrapy.http.Request`
object, or raise :exc:`~scrapy.exceptions.IgnoreRequest`.
If it returns ``None``, Scrapy will continue processing this request, executing all
@ -82,7 +88,7 @@ more of the following methods:
or the appropriate download function; it'll return that response. The :meth:`process_response`
methods of installed middleware is always called on every response.
If it returns a :class:`~scrapy.http.Request` object, Scrapy will stop calling
If it returns a :class:`~scrapy.Request` object, Scrapy will stop calling
process_request methods and reschedule the returned request. Once the newly returned
request is performed, the appropriate middleware chain will be called on
the downloaded response.
@ -94,22 +100,22 @@ more of the following methods:
ignored and not logged (unlike other exceptions).
:param request: the request being processed
:type request: :class:`~scrapy.http.Request` object
:type request: :class:`~scrapy.Request` object
:param spider: the spider for which this request is intended
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: process_response(request, response, spider)
:meth:`process_response` should either: return a :class:`~scrapy.http.Response`
object, return a :class:`~scrapy.http.Request` object or
object, return a :class:`~scrapy.Request` object or
raise a :exc:`~scrapy.exceptions.IgnoreRequest` exception.
If it returns a :class:`~scrapy.http.Response` (it could be the same given
response, or a brand-new one), that response will continue to be processed
with the :meth:`process_response` of the next middleware in the chain.
If it returns a :class:`~scrapy.http.Request` object, the middleware chain is
If it returns a :class:`~scrapy.Request` object, the middleware chain is
halted and the returned request is rescheduled to be downloaded in the future.
This is the same behavior as if a request is returned from :meth:`process_request`.
@ -118,13 +124,13 @@ more of the following methods:
exception, it is ignored and not logged (unlike other exceptions).
:param request: the request that originated the response
:type request: is a :class:`~scrapy.http.Request` object
:type request: is a :class:`~scrapy.Request` object
:param response: the response being processed
:type response: :class:`~scrapy.http.Response` object
:param spider: the spider for which this response is intended
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: process_exception(request, exception, spider)
@ -133,7 +139,7 @@ more of the following methods:
exception (including an :exc:`~scrapy.exceptions.IgnoreRequest` exception)
:meth:`process_exception` should return: either ``None``,
a :class:`~scrapy.http.Response` object, or a :class:`~scrapy.http.Request` object.
a :class:`~scrapy.http.Response` object, or a :class:`~scrapy.Request` object.
If it returns ``None``, Scrapy will continue processing this exception,
executing any other :meth:`process_exception` methods of installed middleware,
@ -143,28 +149,28 @@ more of the following methods:
method chain of installed middleware is started, and Scrapy won't bother calling
any other :meth:`process_exception` methods of middleware.
If it returns a :class:`~scrapy.http.Request` object, the returned request is
If it returns a :class:`~scrapy.Request` object, the returned request is
rescheduled to be downloaded in the future. This stops the execution of
:meth:`process_exception` methods of the middleware the same as returning a
response would.
:param request: the request that generated the exception
:type request: is a :class:`~scrapy.http.Request` object
:type request: is a :class:`~scrapy.Request` object
:param exception: the raised exception
:type exception: an ``Exception`` object
:param spider: the spider for which this request is intended
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: from_crawler(cls, crawler)
If present, this classmethod is called to create a middleware instance
from a :class:`~scrapy.crawler.Crawler`. It must return a new instance
of the middleware. Crawler object provides access to all Scrapy core
components like settings and signals; it is a way for middleware to
access them and hook its functionality into Scrapy.
:param crawler: crawler that uses this middleware
:type crawler: :class:`~scrapy.crawler.Crawler` object
@ -193,9 +199,19 @@ CookiesMiddleware
This middleware enables working with sites that require cookies, such as
those that use sessions. It keeps track of cookies sent by web servers, and
send them back on subsequent requests (from that spider), just like web
sends them back on subsequent requests (from that spider), just like web
browsers do.
.. caution:: When non-UTF8 encoded byte sequences are passed to a
:class:`~scrapy.Request`, the ``CookiesMiddleware`` will log
a warning. Refer to :ref:`topics-logging-advanced-customization`
to customize the logging behaviour.
.. caution:: Cookies set via the ``Cookie`` header are not considered by the
:ref:`cookies-mw`. If you need to set cookies for a request, use the
:class:`Request.cookies <scrapy.Request>` parameter. This is a known
current limitation that is being worked on.
The following settings can be used to configure the cookie middleware:
* :setting:`COOKIES_ENABLED`
@ -206,8 +222,6 @@ The following settings can be used to configure the cookie middleware:
Multiple cookie sessions per spider
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. versionadded:: 0.15
There is support for keeping multiple cookie sessions per spider by using the
:reqmeta:`cookiejar` Request meta key. By default it uses a single cookie jar
(session), but you can pass an identifier to use different ones.
@ -237,16 +251,14 @@ Default: ``True``
Whether to enable the cookies middleware. If disabled, no cookies will be sent
to web servers.
Notice that if the :class:`~scrapy.http.Request`
has ``meta['dont_merge_cookies']`` evaluated to ``True``.
despite the value of :setting:`COOKIES_ENABLED` the cookies will **not** be
sent to web servers and received cookies in
:class:`~scrapy.http.Response` will **not** be merged with the existing
cookies.
For more detailed information see the ``cookies`` parameter in
:class:`~scrapy.http.Request`
Notice that despite the value of :setting:`COOKIES_ENABLED` setting if
``Request.``:reqmeta:`meta['dont_merge_cookies'] <dont_merge_cookies>`
evaluates to ``True`` the request cookies will **not** be sent to the
web server and received cookies in :class:`~scrapy.http.Response` will
**not** be merged with the existing cookies.
For more detailed information see the ``cookies`` parameter in
:class:`~scrapy.Request`.
.. setting:: COOKIES_DEBUG
@ -255,8 +267,8 @@ COOKIES_DEBUG
Default: ``False``
If enabled, Scrapy will log all cookies sent in requests (ie. ``Cookie``
header) and all cookies received in responses (ie. ``Set-Cookie`` header).
If enabled, Scrapy will log all cookies sent in requests (i.e. ``Cookie``
header) and all cookies received in responses (i.e. ``Set-Cookie`` header).
Here's an example of a log with :setting:`COOKIES_DEBUG` enabled::
@ -311,8 +323,21 @@ HttpAuthMiddleware
This middleware authenticates all requests generated from certain spiders
using `Basic access authentication`_ (aka. HTTP auth).
To enable HTTP authentication from certain spiders, set the ``http_user``
and ``http_pass`` attributes of those spiders.
To enable HTTP authentication for a spider, set the ``http_user`` and
``http_pass`` spider attributes to the authentication data and the
``http_auth_domain`` spider attribute to the domain which requires this
authentication (its subdomains will be also handled in the same way).
You can set ``http_auth_domain`` to ``None`` to enable the
authentication for all requests but you risk leaking your authentication
credentials to unrelated domains.
.. warning::
In previous Scrapy versions HttpAuthMiddleware sent the authentication
data with all requests, which is a security problem if the spider
makes requests to several different domains. Currently if the
``http_auth_domain`` attribute is not set, the middleware will use the
domain of the first request, which will work for some spiders but not
for others. In the future the middleware will produce an error instead.
Example::
@ -322,6 +347,7 @@ HttpAuthMiddleware
http_user = 'someuser'
http_pass = 'somepass'
http_auth_domain = 'intranet.example.com'
name = 'intranet.example.com'
# .. rest of the spider code omitted ...
@ -344,10 +370,9 @@ HttpCacheMiddleware
* :ref:`httpcache-storage-fs`
* :ref:`httpcache-storage-dbm`
* :ref:`httpcache-storage-leveldb`
You can change the HTTP cache storage backend with the :setting:`HTTPCACHE_STORAGE`
setting. Or you can also implement your own storage backend.
setting. Or you can also :ref:`implement your own storage backend. <httpcache-storage-custom>`
Scrapy ships with two HTTP cache policies:
@ -359,26 +384,27 @@ HttpCacheMiddleware
.. reqmeta:: dont_cache
You can also avoid caching a response on every policy using :reqmeta:`dont_cache` meta key equals `True`.
You can also avoid caching a response on every policy using :reqmeta:`dont_cache` meta key equals ``True``.
.. module:: scrapy.extensions.httpcache
:noindex:
.. _httpcache-policy-dummy:
Dummy policy (default)
~~~~~~~~~~~~~~~~~~~~~~
This policy has no awareness of any HTTP Cache-Control directives.
Every request and its corresponding response are cached. When the same
request is seen again, the response is returned without transferring
anything from the Internet.
.. class:: DummyPolicy
The Dummy policy is useful for testing spiders faster (without having
to wait for downloads every time) and for trying your spider offline,
when an Internet connection is not available. The goal is to be able to
"replay" a spider run *exactly as it ran before*.
This policy has no awareness of any HTTP Cache-Control directives.
Every request and its corresponding response are cached. When the same
request is seen again, the response is returned without transferring
anything from the Internet.
In order to use this policy, set:
* :setting:`HTTPCACHE_POLICY` to ``scrapy.extensions.httpcache.DummyPolicy``
The Dummy policy is useful for testing spiders faster (without having
to wait for downloads every time) and for trying your spider offline,
when an Internet connection is not available. The goal is to be able to
"replay" a spider run *exactly as it ran before*.
.. _httpcache-policy-rfc2616:
@ -386,45 +412,44 @@ In order to use this policy, set:
RFC2616 policy
~~~~~~~~~~~~~~
This policy provides a RFC2616 compliant HTTP cache, i.e. with HTTP
Cache-Control awareness, aimed at production and used in continuous
runs to avoid downloading unmodified data (to save bandwidth and speed up crawls).
.. class:: RFC2616Policy
what is implemented:
This policy provides a RFC2616 compliant HTTP cache, i.e. with HTTP
Cache-Control awareness, aimed at production and used in continuous
runs to avoid downloading unmodified data (to save bandwidth and speed up
crawls).
* Do not attempt to store responses/requests with `no-store` cache-control directive set
* Do not serve responses from cache if `no-cache` cache-control directive is set even for fresh responses
* Compute freshness lifetime from `max-age` cache-control directive
* Compute freshness lifetime from `Expires` response header
* Compute freshness lifetime from `Last-Modified` response header (heuristic used by Firefox)
* Compute current age from `Age` response header
* Compute current age from `Date` header
* Revalidate stale responses based on `Last-Modified` response header
* Revalidate stale responses based on `ETag` response header
* Set `Date` header for any received response missing it
* Support `max-stale` cache-control directive in requests
What is implemented:
This allows spiders to be configured with the full RFC2616 cache policy,
but avoid revalidation on a request-by-request basis, while remaining
conformant with the HTTP spec.
* Do not attempt to store responses/requests with ``no-store`` cache-control directive set
* Do not serve responses from cache if ``no-cache`` cache-control directive is set even for fresh responses
* Compute freshness lifetime from ``max-age`` cache-control directive
* Compute freshness lifetime from ``Expires`` response header
* Compute freshness lifetime from ``Last-Modified`` response header (heuristic used by Firefox)
* Compute current age from ``Age`` response header
* Compute current age from ``Date`` header
* Revalidate stale responses based on ``Last-Modified`` response header
* Revalidate stale responses based on ``ETag`` response header
* Set ``Date`` header for any received response missing it
* Support ``max-stale`` cache-control directive in requests
Example:
This allows spiders to be configured with the full RFC2616 cache policy,
but avoid revalidation on a request-by-request basis, while remaining
conformant with the HTTP spec.
Add `Cache-Control: max-stale=600` to Request headers to accept responses that
have exceeded their expiration time by no more than 600 seconds.
Example:
See also: RFC2616, 14.9.3
Add ``Cache-Control: max-stale=600`` to Request headers to accept responses that
have exceeded their expiration time by no more than 600 seconds.
what is missing:
See also: RFC2616, 14.9.3
* `Pragma: no-cache` support https://www.w3.org/Protocols/rfc2616/rfc2616-sec14.html#sec14.9.1
* `Vary` header support https://www.w3.org/Protocols/rfc2616/rfc2616-sec13.html#sec13.6
* Invalidation after updates or deletes https://www.w3.org/Protocols/rfc2616/rfc2616-sec13.html#sec13.10
* ... probably others ..
What is missing:
In order to use this policy, set:
* :setting:`HTTPCACHE_POLICY` to ``scrapy.extensions.httpcache.RFC2616Policy``
* ``Pragma: no-cache`` support https://www.w3.org/Protocols/rfc2616/rfc2616-sec14.html#sec14.9.1
* ``Vary`` header support https://www.w3.org/Protocols/rfc2616/rfc2616-sec13.html#sec13.6
* Invalidation after updates or deletes https://www.w3.org/Protocols/rfc2616/rfc2616-sec13.html#sec13.10
* ... probably others ..
.. _httpcache-storage-fs:
@ -432,67 +457,100 @@ In order to use this policy, set:
Filesystem storage backend (default)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
File system storage backend is available for the HTTP cache middleware.
.. class:: FilesystemCacheStorage
In order to use this storage backend, set:
File system storage backend is available for the HTTP cache middleware.
* :setting:`HTTPCACHE_STORAGE` to ``scrapy.extensions.httpcache.FilesystemCacheStorage``
Each request/response pair is stored in a different directory containing
the following files:
Each request/response pair is stored in a different directory containing
the following files:
* ``request_body`` - the plain request body
* ``request_body`` - the plain request body
* ``request_headers`` - the request headers (in raw HTTP format)
* ``response_body`` - the plain response body
* ``response_headers`` - the request headers (in raw HTTP format)
* ``meta`` - some metadata of this cache resource in Python ``repr()`` format
(grep-friendly format)
* ``pickled_meta`` - the same metadata in ``meta`` but pickled for more
efficient deserialization
* ``request_headers`` - the request headers (in raw HTTP format)
The directory name is made from the request fingerprint (see
``scrapy.utils.request.fingerprint``), and one level of subdirectories is
used to avoid creating too many files into the same directory (which is
inefficient in many file systems). An example directory could be::
* ``response_body`` - the plain response body
/path/to/cache/dir/example.com/72/72811f648e718090f041317756c03adb0ada46c7
* ``response_headers`` - the request headers (in raw HTTP format)
* ``meta`` - some metadata of this cache resource in Python ``repr()``
format (grep-friendly format)
* ``pickled_meta`` - the same metadata in ``meta`` but pickled for more
efficient deserialization
The directory name is made from the request fingerprint (see
``scrapy.utils.request.fingerprint``), and one level of subdirectories is
used to avoid creating too many files into the same directory (which is
inefficient in many file systems). An example directory could be::
/path/to/cache/dir/example.com/72/72811f648e718090f041317756c03adb0ada46c7
.. _httpcache-storage-dbm:
DBM storage backend
~~~~~~~~~~~~~~~~~~~
.. versionadded:: 0.13
.. class:: DbmCacheStorage
A DBM_ storage backend is also available for the HTTP cache middleware.
A DBM_ storage backend is also available for the HTTP cache middleware.
By default, it uses the anydbm_ module, but you can change it with the
:setting:`HTTPCACHE_DBM_MODULE` setting.
By default, it uses the :mod:`dbm`, but you can change it with the
:setting:`HTTPCACHE_DBM_MODULE` setting.
In order to use this storage backend, set:
.. _httpcache-storage-custom:
* :setting:`HTTPCACHE_STORAGE` to ``scrapy.extensions.httpcache.DbmCacheStorage``
Writing your own storage backend
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. _httpcache-storage-leveldb:
You can implement a cache storage backend by creating a Python class that
defines the methods described below.
LevelDB storage backend
~~~~~~~~~~~~~~~~~~~~~~~
.. module:: scrapy.extensions.httpcache
.. versionadded:: 0.23
.. class:: CacheStorage
A LevelDB_ storage backend is also available for the HTTP cache middleware.
.. method:: open_spider(spider)
This backend is not recommended for development because only one process can
access LevelDB databases at the same time, so you can't run a crawl and open
the scrapy shell in parallel for the same spider.
This method gets called after a spider has been opened for crawling. It handles
the :signal:`open_spider <spider_opened>` signal.
In order to use this storage backend:
:param spider: the spider which has been opened
:type spider: :class:`~scrapy.Spider` object
* set :setting:`HTTPCACHE_STORAGE` to ``scrapy.extensions.httpcache.LeveldbCacheStorage``
* install `LevelDB python bindings`_ like ``pip install leveldb``
.. method:: close_spider(spider)
.. _LevelDB: https://github.com/google/leveldb
.. _leveldb python bindings: https://pypi.python.org/pypi/leveldb
This method gets called after a spider has been closed. It handles
the :signal:`close_spider <spider_closed>` signal.
:param spider: the spider which has been closed
:type spider: :class:`~scrapy.Spider` object
.. method:: retrieve_response(spider, request)
Return response if present in cache, or ``None`` otherwise.
:param spider: the spider which generated the request
:type spider: :class:`~scrapy.Spider` object
:param request: the request to find cached response for
:type request: :class:`~scrapy.Request` object
.. method:: store_response(spider, request, response)
Store the given response in the cache.
:param spider: the spider for which the response is intended
:type spider: :class:`~scrapy.Spider` object
:param request: the corresponding request the spider generated
:type request: :class:`~scrapy.Request` object
:param response: the response to store in the cache
:type response: :class:`~scrapy.http.Response` object
In order to use your storage backend, set:
* :setting:`HTTPCACHE_STORAGE` to the Python import path of your custom storage class.
HTTPCache middleware settings
@ -506,15 +564,10 @@ settings:
HTTPCACHE_ENABLED
^^^^^^^^^^^^^^^^^
.. versionadded:: 0.11
Default: ``False``
Whether the HTTP cache will be enabled.
.. versionchanged:: 0.11
Before 0.11, :setting:`HTTPCACHE_DIR` was used to enable cache.
.. setting:: HTTPCACHE_EXPIRATION_SECS
HTTPCACHE_EXPIRATION_SECS
@ -527,9 +580,6 @@ Expiration time for cached requests, in seconds.
Cached requests older than this time will be re-downloaded. If zero, cached
requests will never expire.
.. versionchanged:: 0.11
Before 0.11, zero meant cached requests always expire.
.. setting:: HTTPCACHE_DIR
HTTPCACHE_DIR
@ -546,8 +596,6 @@ project data dir. For more info see: :ref:`topics-project-structure`.
HTTPCACHE_IGNORE_HTTP_CODES
^^^^^^^^^^^^^^^^^^^^^^^^^^^
.. versionadded:: 0.10
Default: ``[]``
Don't cache response with these HTTP codes.
@ -566,8 +614,6 @@ If enabled, requests not found in the cache will be ignored instead of downloade
HTTPCACHE_IGNORE_SCHEMES
^^^^^^^^^^^^^^^^^^^^^^^^
.. versionadded:: 0.10
Default: ``['file']``
Don't cache responses with these URI schemes.
@ -586,9 +632,7 @@ The class which implements the cache storage backend.
HTTPCACHE_DBM_MODULE
^^^^^^^^^^^^^^^^^^^^
.. versionadded:: 0.13
Default: ``'anydbm'``
Default: ``'dbm'``
The database module to use in the :ref:`DBM storage backend
<httpcache-storage-dbm>`. This setting is specific to the DBM backend.
@ -598,8 +642,6 @@ The database module to use in the :ref:`DBM storage backend
HTTPCACHE_POLICY
^^^^^^^^^^^^^^^^
.. versionadded:: 0.18
Default: ``'scrapy.extensions.httpcache.DummyPolicy'``
The class which implements the cache policy.
@ -609,8 +651,6 @@ The class which implements the cache policy.
HTTPCACHE_GZIP
^^^^^^^^^^^^^^
.. versionadded:: 1.0
Default: ``False``
If enabled, will compress all cached data with gzip.
@ -621,34 +661,30 @@ This setting is specific to the Filesystem backend.
HTTPCACHE_ALWAYS_STORE
^^^^^^^^^^^^^^^^^^^^^^
.. versionadded:: 1.1
Default: ``False``
If enabled, will cache pages unconditionally.
A spider may wish to have all responses available in the cache, for
future use with `Cache-Control: max-stale`, for instance. The
future use with ``Cache-Control: max-stale``, for instance. The
DummyPolicy caches all responses but never revalidates them, and
sometimes a more nuanced policy is desirable.
This setting still respects `Cache-Control: no-store` directives in responses.
If you don't want that, filter `no-store` out of the Cache-Control headers in
responses you feedto the cache middleware.
This setting still respects ``Cache-Control: no-store`` directives in responses.
If you don't want that, filter ``no-store`` out of the Cache-Control headers in
responses you feed to the cache middleware.
.. setting:: HTTPCACHE_IGNORE_RESPONSE_CACHE_CONTROLS
HTTPCACHE_IGNORE_RESPONSE_CACHE_CONTROLS
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
.. versionadded:: 1.1
Default: ``[]``
List of Cache-Control directives in responses to be ignored.
Sites often set "no-store", "no-cache", "must-revalidate", etc., but get
upset at the traffic a spider can generate if it respects those
upset at the traffic a spider can generate if it actually respects those
directives. This allows to selectively ignore Cache-Control directives
that are known to be unimportant for the sites being crawled.
@ -667,11 +703,14 @@ HttpCompressionMiddleware
This middleware allows compressed (gzip, deflate) traffic to be
sent/received from web sites.
This middleware also supports decoding `brotli-compressed`_ responses,
provided `brotlipy`_ is installed.
This middleware also supports decoding `brotli-compressed`_ as well as
`zstd-compressed`_ responses, provided that `brotlipy`_ or `zstandard`_ is
installed, respectively.
.. _brotli-compressed: https://www.ietf.org/rfc/rfc7932.txt
.. _brotlipy: https://pypi.python.org/pypi/brotlipy
.. _brotlipy: https://pypi.org/project/brotlipy/
.. _zstd-compressed: https://www.ietf.org/rfc/rfc8478.txt
.. _zstandard: https://pypi.org/project/zstandard/
HttpCompressionMiddleware Settings
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@ -692,16 +731,14 @@ HttpProxyMiddleware
.. module:: scrapy.downloadermiddlewares.httpproxy
:synopsis: Http Proxy Middleware
.. versionadded:: 0.8
.. reqmeta:: proxy
.. class:: HttpProxyMiddleware
This middleware sets the HTTP proxy to use for requests, by setting the
``proxy`` meta value for :class:`~scrapy.http.Request` objects.
``proxy`` meta value for :class:`~scrapy.Request` objects.
Like the Python standard library modules `urllib`_ and `urllib2`_, it obeys
Like the Python standard library module :mod:`urllib.request`, it obeys
the following environment variables:
* ``http_proxy``
@ -713,9 +750,6 @@ HttpProxyMiddleware
Keep in mind this value will take precedence over ``http_proxy``/``https_proxy``
environment variables, and it will also ignore ``no_proxy`` environment variable.
.. _urllib: https://docs.python.org/2/library/urllib.html
.. _urllib2: https://docs.python.org/2/library/urllib2.html
RedirectMiddleware
------------------
@ -729,7 +763,18 @@ RedirectMiddleware
.. reqmeta:: redirect_urls
The urls which the request goes through (while being redirected) can be found
in the ``redirect_urls`` :attr:`Request.meta <scrapy.http.Request.meta>` key.
in the ``redirect_urls`` :attr:`Request.meta <scrapy.Request.meta>` key.
.. reqmeta:: redirect_reasons
The reason behind each redirect in :reqmeta:`redirect_urls` can be found in the
``redirect_reasons`` :attr:`Request.meta <scrapy.Request.meta>` key. For
example: ``[301, 302, 307, 'meta refresh']``.
The format of a reason depends on the middleware that handled the corresponding
redirect. For example, :class:`RedirectMiddleware` indicates the triggering
response status code as an integer, while :class:`MetaRefreshMiddleware`
always uses the ``'meta refresh'`` string as reason.
The :class:`RedirectMiddleware` can be configured through the following
settings (see the settings documentation for more info):
@ -739,7 +784,7 @@ settings (see the settings documentation for more info):
.. reqmeta:: dont_redirect
If :attr:`Request.meta <scrapy.http.Request.meta>` has ``dont_redirect``
If :attr:`Request.meta <scrapy.Request.meta>` has ``dont_redirect``
key set to True, the request will be ignored by this middleware.
If you want to handle some redirect status codes in your spider, you can
@ -752,7 +797,7 @@ responses (and pass them through to your spider) you can do this::
handle_httpstatus_list = [301, 302]
The ``handle_httpstatus_list`` key of :attr:`Request.meta
<scrapy.http.Request.meta>` can also be used to specify which response codes to
<scrapy.Request.meta>` can also be used to specify which response codes to
allow on a per-request basis. You can also set the meta key
``handle_httpstatus_all`` to ``True`` if you want to allow any response code
for a request.
@ -766,8 +811,6 @@ RedirectMiddleware settings
REDIRECT_ENABLED
^^^^^^^^^^^^^^^^
.. versionadded:: 0.13
Default: ``True``
Whether the Redirect middleware will be enabled.
@ -780,6 +823,7 @@ REDIRECT_MAX_TIMES
Default: ``20``
The maximum number of redirections that will be followed for a single request.
After this maximum, the request's response is returned as is.
MetaRefreshMiddleware
---------------------
@ -792,10 +836,12 @@ The :class:`MetaRefreshMiddleware` can be configured through the following
settings (see the settings documentation for more info):
* :setting:`METAREFRESH_ENABLED`
* :setting:`METAREFRESH_IGNORE_TAGS`
* :setting:`METAREFRESH_MAXDELAY`
This middleware obey :setting:`REDIRECT_MAX_TIMES` setting, :reqmeta:`dont_redirect`
and :reqmeta:`redirect_urls` request meta keys as described for :class:`RedirectMiddleware`
This middleware obey :setting:`REDIRECT_MAX_TIMES` setting, :reqmeta:`dont_redirect`,
:reqmeta:`redirect_urls` and :reqmeta:`redirect_reasons` request meta keys as described
for :class:`RedirectMiddleware`
MetaRefreshMiddleware settings
@ -806,12 +852,23 @@ MetaRefreshMiddleware settings
METAREFRESH_ENABLED
^^^^^^^^^^^^^^^^^^^
.. versionadded:: 0.17
Default: ``True``
Whether the Meta Refresh middleware will be enabled.
.. setting:: METAREFRESH_IGNORE_TAGS
METAREFRESH_IGNORE_TAGS
^^^^^^^^^^^^^^^^^^^^^^^
Default: ``[]``
Meta tags within these tags are ignored.
.. versionchanged:: 2.0
The default value of :setting:`METAREFRESH_IGNORE_TAGS` changed from
``['script', 'noscript']`` to ``[]``.
.. setting:: METAREFRESH_MAXDELAY
METAREFRESH_MAXDELAY
@ -836,8 +893,6 @@ RetryMiddleware
Failed pages are collected on the scraping process and rescheduled at the
end, once the spider has finished crawling all regular (non failed) pages.
Once there are no more failed pages to retry, this middleware sends a signal
(retry_complete), so other extensions could connect to that signal.
The :class:`RetryMiddleware` can be configured through the following
settings (see the settings documentation for more info):
@ -848,9 +903,14 @@ settings (see the settings documentation for more info):
.. reqmeta:: dont_retry
If :attr:`Request.meta <scrapy.http.Request.meta>` has ``dont_retry`` key
If :attr:`Request.meta <scrapy.Request.meta>` has ``dont_retry`` key
set to True, the request will be ignored by this middleware.
To retry requests from a spider callback, you can use the
:func:`get_retry_request` function:
.. autofunction:: get_retry_request
RetryMiddleware Settings
~~~~~~~~~~~~~~~~~~~~~~~~
@ -859,8 +919,6 @@ RetryMiddleware Settings
RETRY_ENABLED
^^^^^^^^^^^^^
.. versionadded:: 0.13
Default: ``True``
Whether the Retry middleware will be enabled.
@ -875,7 +933,7 @@ Default: ``2``
Maximum number of times to retry, in addition to the first download.
Maximum number of retries can also be specified per-request using
:reqmeta:`max_retry_times` attribute of :attr:`Request.meta <scrapy.http.Request.meta>`.
:reqmeta:`max_retry_times` attribute of :attr:`Request.meta <scrapy.Request.meta>`.
When initialized, the :reqmeta:`max_retry_times` meta key takes higher
precedence over the :setting:`RETRY_TIMES` setting.
@ -884,7 +942,7 @@ precedence over the :setting:`RETRY_TIMES` setting.
RETRY_HTTP_CODES
^^^^^^^^^^^^^^^^
Default: ``[500, 502, 503, 504, 408]``
Default: ``[500, 502, 503, 504, 522, 524, 408, 429]``
Which HTTP response codes to retry. Other errors (DNS lookup issues,
connections lost, etc) are always retried.
@ -893,6 +951,18 @@ In some cases you may want to add 400 to :setting:`RETRY_HTTP_CODES` because
it is a common code used to indicate server overload. It is not included by
default because HTTP specs say so.
.. setting:: RETRY_PRIORITY_ADJUST
RETRY_PRIORITY_ADJUST
---------------------
Default: ``-1``
Adjust retry request priority relative to original request:
- a positive priority adjust means higher priority.
- **a negative priority adjust (default) means lower priority.**
.. _topics-dlmw-robots:
@ -910,13 +980,157 @@ RobotsTxtMiddleware
To make sure Scrapy respects robots.txt make sure the middleware is enabled
and the :setting:`ROBOTSTXT_OBEY` setting is enabled.
The :setting:`ROBOTSTXT_USER_AGENT` setting can be used to specify the
user agent string to use for matching in the robots.txt_ file. If it
is ``None``, the User-Agent header you are sending with the request or the
:setting:`USER_AGENT` setting (in that order) will be used for determining
the user agent to use in the robots.txt_ file.
This middleware has to be combined with a robots.txt_ parser.
Scrapy ships with support for the following robots.txt_ parsers:
* :ref:`Protego <protego-parser>` (default)
* :ref:`RobotFileParser <python-robotfileparser>`
* :ref:`Reppy <reppy-parser>`
* :ref:`Robotexclusionrulesparser <rerp-parser>`
You can change the robots.txt_ parser with the :setting:`ROBOTSTXT_PARSER`
setting. Or you can also :ref:`implement support for a new parser <support-for-new-robots-parser>`.
.. reqmeta:: dont_obey_robotstxt
If :attr:`Request.meta <scrapy.http.Request.meta>` has
If :attr:`Request.meta <scrapy.Request.meta>` has
``dont_obey_robotstxt`` key set to True
the request will be ignored by this middleware even if
:setting:`ROBOTSTXT_OBEY` is enabled.
Parsers vary in several aspects:
* Language of implementation
* Supported specification
* Support for wildcard matching
* Usage of `length based rule <https://developers.google.com/search/reference/robots_txt#order-of-precedence-for-group-member-lines>`_:
in particular for ``Allow`` and ``Disallow`` directives, where the most
specific rule based on the length of the path trumps the less specific
(shorter) rule
Performance comparison of different parsers is available at `the following link
<https://anubhavp28.github.io/gsoc-weekly-checkin-12/>`_.
.. _protego-parser:
Protego parser
~~~~~~~~~~~~~~
Based on `Protego <https://github.com/scrapy/protego>`_:
* implemented in Python
* is compliant with `Google's Robots.txt Specification
<https://developers.google.com/search/reference/robots_txt>`_
* supports wildcard matching
* uses the length based rule
Scrapy uses this parser by default.
.. _python-robotfileparser:
RobotFileParser
~~~~~~~~~~~~~~~
Based on :class:`~urllib.robotparser.RobotFileParser`:
* is Python's built-in robots.txt_ parser
* is compliant with `Martijn Koster's 1996 draft specification
<https://www.robotstxt.org/norobots-rfc.txt>`_
* lacks support for wildcard matching
* doesn't use the length based rule
It is faster than Protego and backward-compatible with versions of Scrapy before 1.8.0.
In order to use this parser, set:
* :setting:`ROBOTSTXT_PARSER` to ``scrapy.robotstxt.PythonRobotParser``
.. _reppy-parser:
Reppy parser
~~~~~~~~~~~~
Based on `Reppy <https://github.com/seomoz/reppy/>`_:
* is a Python wrapper around `Robots Exclusion Protocol Parser for C++
<https://github.com/seomoz/rep-cpp>`_
* is compliant with `Martijn Koster's 1996 draft specification
<https://www.robotstxt.org/norobots-rfc.txt>`_
* supports wildcard matching
* uses the length based rule
Native implementation, provides better speed than Protego.
In order to use this parser:
* Install `Reppy <https://github.com/seomoz/reppy/>`_ by running ``pip install reppy``
.. warning:: `Upstream issue #122
<https://github.com/seomoz/reppy/issues/122>`_ prevents reppy usage in Python 3.9+.
* Set :setting:`ROBOTSTXT_PARSER` setting to
``scrapy.robotstxt.ReppyRobotParser``
.. _rerp-parser:
Robotexclusionrulesparser
~~~~~~~~~~~~~~~~~~~~~~~~~
Based on `Robotexclusionrulesparser <http://nikitathespider.com/python/rerp/>`_:
* implemented in Python
* is compliant with `Martijn Koster's 1996 draft specification
<https://www.robotstxt.org/norobots-rfc.txt>`_
* supports wildcard matching
* doesn't use the length based rule
In order to use this parser:
* Install `Robotexclusionrulesparser <http://nikitathespider.com/python/rerp/>`_ by running
``pip install robotexclusionrulesparser``
* Set :setting:`ROBOTSTXT_PARSER` setting to
``scrapy.robotstxt.RerpRobotParser``
.. _support-for-new-robots-parser:
Implementing support for a new parser
-------------------------------------
You can implement support for a new robots.txt_ parser by subclassing
the abstract base class :class:`~scrapy.robotstxt.RobotParser` and
implementing the methods described below.
.. module:: scrapy.robotstxt
:synopsis: robots.txt parser interface and implementations
.. autoclass:: RobotParser
:members:
.. _robots.txt: https://www.robotstxt.org/
DownloaderStats
---------------
@ -942,7 +1156,7 @@ UserAgentMiddleware
Middleware that allows spiders to override the default user agent.
In order for a spider to override the default user agent, its `user_agent`
In order for a spider to override the default user agent, its ``user_agent``
attribute must be set.
.. _ajaxcrawl-middleware:
@ -956,7 +1170,7 @@ AjaxCrawlMiddleware
Middleware that finds 'AJAX crawlable' page variants based
on meta-fragment html tag. See
https://developers.google.com/webmasters/ajax-crawling/docs/getting-started
https://developers.google.com/search/docs/ajax-crawling/docs/getting-started
for more info.
.. note::
@ -974,8 +1188,6 @@ AjaxCrawlMiddleware Settings
AJAXCRAWL_ENABLED
^^^^^^^^^^^^^^^^^
.. versionadded:: 0.21
Default: ``False``
Whether the AjaxCrawlMiddleware will be enabled. You may want to
@ -1003,4 +1215,3 @@ The default encoding for proxy authentication on :class:`HttpProxyMiddleware`.
.. _DBM: https://en.wikipedia.org/wiki/Dbm
.. _anydbm: https://docs.python.org/2/library/anydbm.html

View File

@ -0,0 +1,291 @@
.. _topics-dynamic-content:
====================================
Selecting dynamically-loaded content
====================================
Some webpages show the desired data when you load them in a web browser.
However, when you download them using Scrapy, you cannot reach the desired data
using :ref:`selectors <topics-selectors>`.
When this happens, the recommended approach is to
:ref:`find the data source <topics-finding-data-source>` and extract the data
from it.
If you fail to do that, and you can nonetheless access the desired data through
the :ref:`DOM <topics-livedom>` from your web browser, see
:ref:`topics-javascript-rendering`.
.. _topics-finding-data-source:
Finding the data source
=======================
To extract the desired data, you must first find its source location.
If the data is in a non-text-based format, such as an image or a PDF document,
use the :ref:`network tool <topics-network-tool>` of your web browser to find
the corresponding request, and :ref:`reproduce it
<topics-reproducing-requests>`.
If your web browser lets you select the desired data as text, the data may be
defined in embedded JavaScript code, or loaded from an external resource in a
text-based format.
In that case, you can use a tool like wgrep_ to find the URL of that resource.
If the data turns out to come from the original URL itself, you must
:ref:`inspect the source code of the webpage <topics-inspecting-source>` to
determine where the data is located.
If the data comes from a different URL, you will need to :ref:`reproduce the
corresponding request <topics-reproducing-requests>`.
.. _topics-inspecting-source:
Inspecting the source code of a webpage
=======================================
Sometimes you need to inspect the source code of a webpage (not the
:ref:`DOM <topics-livedom>`) to determine where some desired data is located.
Use Scrapy’s :command:`fetch` command to download the webpage contents as seen
by Scrapy::
scrapy fetch --nolog https://example.com > response.html
If the desired data is in embedded JavaScript code within a ``<script/>``
element, see :ref:`topics-parsing-javascript`.
If you cannot find the desired data, first make sure it’s not just Scrapy:
download the webpage with an HTTP client like curl_ or wget_ and see if the
information can be found in the response they get.
If they get a response with the desired data, modify your Scrapy
:class:`~scrapy.Request` to match that of the other HTTP client. For
example, try using the same user-agent string (:setting:`USER_AGENT`) or the
same :attr:`~scrapy.Request.headers`.
If they also get a response without the desired data, you’ll need to take
steps to make your request more similar to that of the web browser. See
:ref:`topics-reproducing-requests`.
.. _topics-reproducing-requests:
Reproducing requests
====================
Sometimes we need to reproduce a request the way our web browser performs it.
Use the :ref:`network tool <topics-network-tool>` of your web browser to see
how your web browser performs the desired request, and try to reproduce that
request with Scrapy.
It might be enough to yield a :class:`~scrapy.Request` with the same HTTP
method and URL. However, you may also need to reproduce the body, headers and
form parameters (see :class:`~scrapy.FormRequest`) of that request.
As all major browsers allow to export the requests in `cURL
<https://curl.haxx.se/>`_ format, Scrapy incorporates the method
:meth:`~scrapy.Request.from_curl()` to generate an equivalent
:class:`~scrapy.Request` from a cURL command. To get more information
visit :ref:`request from curl <requests-from-curl>` inside the network
tool section.
Once you get the expected response, you can :ref:`extract the desired data from
it <topics-handling-response-formats>`.
You can reproduce any request with Scrapy. However, some times reproducing all
necessary requests may not seem efficient in developer time. If that is your
case, and crawling speed is not a major concern for you, you can alternatively
consider :ref:`JavaScript pre-rendering <topics-javascript-rendering>`.
If you get the expected response `sometimes`, but not always, the issue is
probably not your request, but the target server. The target server might be
buggy, overloaded, or :ref:`banning <bans>` some of your requests.
Note that to translate a cURL command into a Scrapy request,
you may use `curl2scrapy <https://michael-shub.github.io/curl2scrapy/>`_.
.. _topics-handling-response-formats:
Handling different response formats
===================================
Once you have a response with the desired data, how you extract the desired
data from it depends on the type of response:
- If the response is HTML or XML, use :ref:`selectors
<topics-selectors>` as usual.
- If the response is JSON, use :func:`json.loads` to load the desired data from
:attr:`response.text <scrapy.http.TextResponse.text>`::
data = json.loads(response.text)
If the desired data is inside HTML or XML code embedded within JSON data,
you can load that HTML or XML code into a
:class:`~scrapy.Selector` and then
:ref:`use it <topics-selectors>` as usual::
selector = Selector(data['html'])
- If the response is JavaScript, or HTML with a ``<script/>`` element
containing the desired data, see :ref:`topics-parsing-javascript`.
- If the response is CSS, use a :doc:`regular expression <library/re>` to
extract the desired data from
:attr:`response.text <scrapy.http.TextResponse.text>`.
.. _topics-parsing-images:
- If the response is an image or another format based on images (e.g. PDF),
read the response as bytes from
:attr:`response.body <scrapy.http.TextResponse.body>` and use an OCR
solution to extract the desired data as text.
For example, you can use pytesseract_. To read a table from a PDF,
`tabula-py`_ may be a better choice.
- If the response is SVG, or HTML with embedded SVG containing the desired
data, you may be able to extract the desired data using
:ref:`selectors <topics-selectors>`, since SVG is based on XML.
Otherwise, you might need to convert the SVG code into a raster image, and
:ref:`handle that raster image <topics-parsing-images>`.
.. _topics-parsing-javascript:
Parsing JavaScript code
=======================
If the desired data is hardcoded in JavaScript, you first need to get the
JavaScript code:
- If the JavaScript code is in a JavaScript file, simply read
:attr:`response.text <scrapy.http.TextResponse.text>`.
- If the JavaScript code is within a ``<script/>`` element of an HTML page,
use :ref:`selectors <topics-selectors>` to extract the text within that
``<script/>`` element.
Once you have a string with the JavaScript code, you can extract the desired
data from it:
- You might be able to use a :doc:`regular expression <library/re>` to
extract the desired data in JSON format, which you can then parse with
:func:`json.loads`.
For example, if the JavaScript code contains a separate line like
``var data = {"field": "value"};`` you can extract that data as follows:
>>> pattern = r'\bvar\s+data\s*=\s*(\{.*?\})\s*;\s*\n'
>>> json_data = response.css('script::text').re_first(pattern)
>>> json.loads(json_data)
{'field': 'value'}
- chompjs_ provides an API to parse JavaScript objects into a :class:`dict`.
For example, if the JavaScript code contains
``var data = {field: "value", secondField: "second value"};``
you can extract that data as follows:
>>> import chompjs
>>> javascript = response.css('script::text').get()
>>> data = chompjs.parse_js_object(javascript)
>>> data
{'field': 'value', 'secondField': 'second value'}
- Otherwise, use js2xml_ to convert the JavaScript code into an XML document
that you can parse using :ref:`selectors <topics-selectors>`.
For example, if the JavaScript code contains
``var data = {field: "value"};`` you can extract that data as follows:
>>> import js2xml
>>> import lxml.etree
>>> from parsel import Selector
>>> javascript = response.css('script::text').get()
>>> xml = lxml.etree.tostring(js2xml.parse(javascript), encoding='unicode')
>>> selector = Selector(text=xml)
>>> selector.css('var[name="data"]').get()
'<var name="data"><object><property name="field"><string>value</string></property></object></var>'
.. _topics-javascript-rendering:
Pre-rendering JavaScript
========================
On webpages that fetch data from additional requests, reproducing those
requests that contain the desired data is the preferred approach. The effort is
often worth the result: structured, complete data with minimum parsing time and
network transfer.
However, sometimes it can be really hard to reproduce certain requests. Or you
may need something that no request can give you, such as a screenshot of a
webpage as seen in a web browser.
In these cases use the Splash_ JavaScript-rendering service, along with
`scrapy-splash`_ for seamless integration.
Splash returns as HTML the :ref:`DOM <topics-livedom>` of a webpage, so that
you can parse it with :ref:`selectors <topics-selectors>`. It provides great
flexibility through configuration_ or scripting_.
If you need something beyond what Splash offers, such as interacting with the
DOM on-the-fly from Python code instead of using a previously-written script,
or handling multiple web browser windows, you might need to
:ref:`use a headless browser <topics-headless-browsing>` instead.
.. _configuration: https://splash.readthedocs.io/en/stable/api.html
.. _scripting: https://splash.readthedocs.io/en/stable/scripting-tutorial.html
.. _topics-headless-browsing:
Using a headless browser
========================
A `headless browser`_ is a special web browser that provides an API for
automation. By installing the :ref:`asyncio reactor <install-asyncio>`,
it is possible to integrate ``asyncio``-based libraries which handle headless browsers.
One such library is `playwright-python`_ (an official Python port of `playwright`_).
The following is a simple snippet to illustrate its usage within a Scrapy spider::
import scrapy
from playwright.async_api import async_playwright
class PlaywrightSpider(scrapy.Spider):
name = "playwright"
start_urls = ["data:,"] # avoid using the default Scrapy downloader
async def parse(self, response):
async with async_playwright() as pw:
browser = await pw.chromium.launch()
page = await browser.new_page()
await page.goto("https:/example.org")
title = await page.title()
return {"title": title}
However, using `playwright-python`_ directly as in the above example
circumvents most of the Scrapy components (middlewares, dupefilter, etc).
We recommend using `scrapy-playwright`_ for a better integration.
.. _AJAX: https://en.wikipedia.org/wiki/Ajax_%28programming%29
.. _CSS: https://en.wikipedia.org/wiki/Cascading_Style_Sheets
.. _JavaScript: https://en.wikipedia.org/wiki/JavaScript
.. _Splash: https://github.com/scrapinghub/splash
.. _chompjs: https://github.com/Nykakin/chompjs
.. _curl: https://curl.haxx.se/
.. _headless browser: https://en.wikipedia.org/wiki/Headless_browser
.. _js2xml: https://github.com/scrapinghub/js2xml
.. _playwright-python: https://github.com/microsoft/playwright-python
.. _playwright: https://github.com/microsoft/playwright
.. _pyppeteer: https://pyppeteer.github.io/pyppeteer/
.. _pytesseract: https://github.com/madmaze/pytesseract
.. _scrapy-playwright: https://github.com/scrapy-plugins/scrapy-playwright
.. _scrapy-splash: https://github.com/scrapy-plugins/scrapy-splash
.. _tabula-py: https://github.com/chezou/tabula-py
.. _wget: https://www.gnu.org/software/wget/
.. _wgrep: https://github.com/stav/wgrep

View File

@ -7,21 +7,19 @@ Sending e-mail
.. module:: scrapy.mail
:synopsis: Email sending facility
Although Python makes sending e-mails relatively easy via the `smtplib`_
Although Python makes sending e-mails relatively easy via the :mod:`smtplib`
library, Scrapy provides its own facility for sending e-mails which is very
easy to use and it's implemented using `Twisted non-blocking IO`_, to avoid
interfering with the non-blocking IO of the crawler. It also provides a
simple API for sending attachments and it's very easy to configure, with a few
:ref:`settings <topics-email-settings>`.
.. _smtplib: https://docs.python.org/2/library/smtplib.html
.. _Twisted non-blocking IO: https://twistedmatrix.com/documents/current/core/howto/defer-intro.html
easy to use and it's implemented using :doc:`Twisted non-blocking IO
<twisted:core/howto/defer-intro>`, to avoid interfering with the non-blocking
IO of the crawler. It also provides a simple API for sending attachments and
it's very easy to configure, with a few :ref:`settings
<topics-email-settings>`.
Quick example
=============
There are two ways to instantiate the mail sender. You can instantiate it using
the standard constructor::
the standard ``__init__`` method::
from scrapy.mail import MailSender
mailer = MailSender()
@ -39,7 +37,8 @@ MailSender class reference
==========================
MailSender is the preferred class to use for sending emails from Scrapy, as it
uses `Twisted non-blocking IO`_, like the rest of the framework.
uses :doc:`Twisted non-blocking IO <twisted:core/howto/defer-intro>`, like the
rest of the framework.
.. class:: MailSender(smtphost=None, mailfrom=None, smtpuser=None, smtppass=None, smtpport=None)
@ -63,10 +62,10 @@ uses `Twisted non-blocking IO`_, like the rest of the framework.
:type smtpport: int
:param smtptls: enforce using SMTP STARTTLS
:type smtptls: boolean
:type smtptls: bool
:param smtpssl: enforce using a secure SSL connection
:type smtpssl: boolean
:type smtpssl: bool
.. classmethod:: from_settings(settings)
@ -80,14 +79,14 @@ uses `Twisted non-blocking IO`_, like the rest of the framework.
Send email to the given recipients.
:param to: the e-mail recipients
:type to: str or list of str
:param to: the e-mail recipients as a string or as a list of strings
:type to: str or list
:param subject: the subject of the e-mail
:type subject: str
:param cc: the e-mails to CC
:type cc: str or list of str
:param cc: the e-mails to CC as a string or as a list of strings
:type cc: str or list
:param body: the e-mail body
:type body: str
@ -97,7 +96,7 @@ uses `Twisted non-blocking IO`_, like the rest of the framework.
appear on the e-mail's attachment, ``mimetype`` is the mimetype of the
attachment and ``file_object`` is a readable file object with the
contents of the attachment
:type attachs: iterable
:type attachs: collections.abc.Iterable
:param mimetype: the MIME type of the e-mail
:type mimetype: str
@ -111,7 +110,7 @@ uses `Twisted non-blocking IO`_, like the rest of the framework.
Mail settings
=============
These settings define the default constructor values of the :class:`MailSender`
These settings define the default ``__init__`` method values of the :class:`MailSender`
class, and can be used to configure e-mail notifications in your project without
writing any code (for those extensions and code that uses :class:`MailSender`).

View File

@ -14,13 +14,6 @@ Built-in Exceptions reference
Here's a list of all exceptions included in Scrapy and their usage.
DropItem
--------
.. exception:: DropItem
The exception that must be raised by item pipeline stages to stop processing an
Item. For more information see :ref:`topics-item-pipeline`.
CloseSpider
-----------
@ -47,6 +40,14 @@ DontCloseSpider
This exception can be raised in a :signal:`spider_idle` signal handler to
prevent the spider from being closed.
DropItem
--------
.. exception:: DropItem
The exception that must be raised by item pipeline stages to stop processing an
Item. For more information see :ref:`topics-item-pipeline`.
IgnoreRequest
-------------
@ -63,10 +64,10 @@ NotConfigured
This exception can be raised by some components to indicate that they will
remain disabled. Those components include:
* Extensions
* Item pipelines
* Downloader middlewares
* Spider middlewares
- Extensions
- Item pipelines
- Downloader middlewares
- Spider middlewares
The exception must be raised in the component's ``__init__`` method.
@ -77,3 +78,38 @@ NotSupported
This exception is raised to indicate an unsupported feature.
StopDownload
-------------
.. versionadded:: 2.2
.. exception:: StopDownload(fail=True)
Raised from a :class:`~scrapy.signals.bytes_received` or :class:`~scrapy.signals.headers_received`
signal handler to indicate that no further bytes should be downloaded for a response.
The ``fail`` boolean parameter controls which method will handle the resulting
response:
* If ``fail=True`` (default), the request errback is called. The response object is
available as the ``response`` attribute of the ``StopDownload`` exception,
which is in turn stored as the ``value`` attribute of the received
:class:`~twisted.python.failure.Failure` object. This means that in an errback
defined as ``def errback(self, failure)``, the response can be accessed though
``failure.value.response``.
* If ``fail=False``, the request callback is called instead.
In both cases, the response could have its body truncated: the body contains
all bytes received up until the exception is raised, including the bytes
received in the signal handler that raises the exception. Also, the response
object is marked with ``"download_stopped"`` in its :attr:`Response.flags`
attribute.
.. note:: ``fail`` is a keyword-only parameter, i.e. raising
``StopDownload(False)`` or ``StopDownload(True)`` will raise
a :class:`TypeError`.
See the documentation for the :class:`~scrapy.signals.bytes_received` and
:class:`~scrapy.signals.headers_received` signals
and the :ref:`topics-stop-response-download` topic for additional information and examples.

View File

@ -40,27 +40,29 @@ Here you can see an :doc:`Item Pipeline <item-pipeline>` which uses multiple
Item Exporters to group scraped items to different files according to the
value of one of their fields::
from itemadapter import ItemAdapter
from scrapy.exporters import XmlItemExporter
class PerYearXmlExportPipeline(object):
class PerYearXmlExportPipeline:
"""Distribute items across multiple XML files according to their 'year' field"""
def open_spider(self, spider):
self.year_to_exporter = {}
def close_spider(self, spider):
for exporter in self.year_to_exporter.values():
for exporter, xml_file in self.year_to_exporter.values():
exporter.finish_exporting()
exporter.file.close()
xml_file.close()
def _exporter_for_item(self, item):
year = item['year']
adapter = ItemAdapter(item)
year = adapter['year']
if year not in self.year_to_exporter:
f = open('{}.xml'.format(year), 'wb')
exporter = XmlItemExporter(f)
xml_file = open(f'{year}.xml', 'wb')
exporter = XmlItemExporter(xml_file)
exporter.start_exporting()
self.year_to_exporter[year] = exporter
return self.year_to_exporter[year]
self.year_to_exporter[year] = (exporter, xml_file)
return self.year_to_exporter[year][0]
def process_item(self, item, spider):
exporter = self._exporter_for_item(item)
@ -88,8 +90,8 @@ described next.
1. Declaring a serializer in the field
--------------------------------------
If you use :class:`~.Item` you can declare a serializer in the
:ref:`field metadata <topics-items-fields>`. The serializer must be
If you use :class:`~scrapy.Item` you can declare a serializer in the
:ref:`field metadata <topics-items-fields>`. The serializer must be
a callable which receives a value and returns its serialized form.
Example::
@ -97,7 +99,7 @@ Example::
import scrapy
def serialize_price(value):
return '$ %s' % str(value)
return f'$ {str(value)}'
class Product(scrapy.Item):
name = scrapy.Field()
@ -120,9 +122,9 @@ Example::
class ProductXmlExporter(XmlItemExporter):
def serialize_field(self, field, name, value):
if field == 'price':
return '$ %s' % str(value)
return super(Product, self).serialize_field(field, name, value)
if name == 'price':
return f'$ {str(value)}'
return super().serialize_field(field, name, value)
.. _topics-exporters-reference:
@ -138,17 +140,20 @@ output examples, which assume you're exporting these two items::
BaseItemExporter
----------------
.. class:: BaseItemExporter(fields_to_export=None, export_empty_fields=False, encoding='utf-8', indent=0)
.. class:: BaseItemExporter(fields_to_export=None, export_empty_fields=False, encoding='utf-8', indent=0, dont_fail=False)
This is the (abstract) base class for all Item Exporters. It provides
support for common features used by all (concrete) Item Exporters, such as
defining what fields to export, whether to export empty fields, or which
encoding to use.
These features can be configured through the constructor arguments which
These features can be configured through the ``__init__`` method arguments which
populate their respective instance attributes: :attr:`fields_to_export`,
:attr:`export_empty_fields`, :attr:`encoding`, :attr:`indent`.
.. versionadded:: 2.0
The *dont_fail* parameter.
.. method:: export_item(item)
Exports the given item. This method must be implemented in subclasses.
@ -162,12 +167,12 @@ BaseItemExporter
By default, this method looks for a serializer :ref:`declared in the item
field <topics-exporters-serializers>` and returns the result of applying
that serializer to the value. If no serializer is found, it returns the
value unchanged except for ``unicode`` values which are encoded to
``str`` using the encoding declared in the :attr:`encoding` attribute.
value unchanged.
:param field: the field being serialized. If a raw dict is being
exported (not :class:`~.Item`) *field* value is an empty dict.
:type field: :class:`~scrapy.item.Field` object or an empty dict
:param field: the field being serialized. If the source :ref:`item object
<item-types>` does not define field metadata, *field* is an empty
:class:`dict`.
:type field: :class:`~scrapy.Field` object or a :class:`dict` instance
:param name: the name of the field being serialized
:type name: str
@ -190,14 +195,17 @@ BaseItemExporter
.. attribute:: fields_to_export
A list with the name of the fields that will be exported, or None if you
want to export all fields. Defaults to None.
A list with the name of the fields that will be exported, or ``None`` if
you want to export all fields. Defaults to ``None``.
Some exporters (like :class:`CsvItemExporter`) respect the order of the
fields defined in this attribute.
Some exporters may require fields_to_export list in order to export the
data properly when spiders return dicts (not :class:`~Item` instances).
When using :ref:`item objects <item-types>` that do not expose all their
possible fields, exporters that do not support exporting a different
subset of fields per item will only export the fields found in the first
item exported. Use ``fields_to_export`` to define all the fields to be
exported.
.. attribute:: export_empty_fields
@ -209,10 +217,7 @@ BaseItemExporter
.. attribute:: encoding
The encoding that will be used to encode unicode values. This only
affects unicode values (which are always serialized to str using this
encoding). Other value types are passed unchanged to the specific
serialization library.
The output character encoding.
.. attribute:: indent
@ -223,14 +228,20 @@ BaseItemExporter
* ``indent<=0`` each item on its own line, no indentation
* ``indent>0`` each item on its own line, indented with the provided numeric value
PythonItemExporter
------------------
.. autoclass:: PythonItemExporter
.. highlight:: none
XmlItemExporter
---------------
.. class:: XmlItemExporter(file, item_element='item', root_element='items', \**kwargs)
.. class:: XmlItemExporter(file, item_element='item', root_element='items', **kwargs)
Exports Items in XML format to the specified file object.
Exports items in XML format to the specified file object.
:param file: the file-like object to use for exporting the data. Its ``write`` method should
accept ``bytes`` (a disk file opened in binary mode, a ``io.BytesIO`` object, etc)
@ -241,8 +252,8 @@ XmlItemExporter
:param item_element: The name of each item element in the exported XML.
:type item_element: str
The additional keyword arguments of this constructor are passed to the
:class:`BaseItemExporter` constructor.
The additional keyword arguments of this ``__init__`` method are passed to the
:class:`BaseItemExporter` ``__init__`` method.
A typical output of this exporter would be::
@ -282,9 +293,9 @@ XmlItemExporter
CsvItemExporter
---------------
.. class:: CsvItemExporter(file, include_headers_line=True, join_multivalued=',', \**kwargs)
.. class:: CsvItemExporter(file, include_headers_line=True, join_multivalued=',', errors=None, **kwargs)
Exports Items in CSV format to the given file-like object. If the
Exports items in CSV format to the given file-like object. If the
:attr:`fields_to_export` attribute is set, it will be used to define the
CSV columns and their order. The :attr:`export_empty_fields` attribute has
no effect on this exporter.
@ -295,15 +306,20 @@ CsvItemExporter
:param include_headers_line: If enabled, makes the exporter output a header
line with the field names taken from
:attr:`BaseItemExporter.fields_to_export` or the first exported item fields.
:type include_headers_line: boolean
:type include_headers_line: bool
:param join_multivalued: The char (or chars) that will be used for joining
multi-valued fields, if found.
:type include_headers_line: str
The additional keyword arguments of this constructor are passed to the
:class:`BaseItemExporter` constructor, and the leftover arguments to the
`csv.writer`_ constructor, so you can use any `csv.writer` constructor
:param errors: The optional string that specifies how encoding and decoding
errors are to be handled. For more information see
:class:`io.TextIOWrapper`.
:type errors: str
The additional keyword arguments of this ``__init__`` method are passed to the
:class:`BaseItemExporter` ``__init__`` method, and the leftover arguments to the
:func:`csv.writer` function, so you can use any :func:`csv.writer` function
argument to customize this exporter.
A typical output of this exporter would be::
@ -312,14 +328,12 @@ CsvItemExporter
Color TV,1200
DVD player,200
.. _csv.writer: https://docs.python.org/2/library/csv.html#csv.writer
PickleItemExporter
------------------
.. class:: PickleItemExporter(file, protocol=0, \**kwargs)
.. class:: PickleItemExporter(file, protocol=0, **kwargs)
Exports Items in pickle format to the given file-like object.
Exports items in pickle format to the given file-like object.
:param file: the file-like object to use for exporting the data. Its ``write`` method should
accept ``bytes`` (a disk file opened in binary mode, a ``io.BytesIO`` object, etc)
@ -327,27 +341,25 @@ PickleItemExporter
:param protocol: The pickle protocol to use.
:type protocol: int
For more information, refer to the `pickle module documentation`_.
For more information, see :mod:`pickle`.
The additional keyword arguments of this constructor are passed to the
:class:`BaseItemExporter` constructor.
The additional keyword arguments of this ``__init__`` method are passed to the
:class:`BaseItemExporter` ``__init__`` method.
Pickle isn't a human readable format, so no output examples are provided.
.. _pickle module documentation: https://docs.python.org/2/library/pickle.html
PprintItemExporter
------------------
.. class:: PprintItemExporter(file, \**kwargs)
.. class:: PprintItemExporter(file, **kwargs)
Exports Items in pretty print format to the specified file object.
Exports items in pretty print format to the specified file object.
:param file: the file-like object to use for exporting the data. Its ``write`` method should
accept ``bytes`` (a disk file opened in binary mode, a ``io.BytesIO`` object, etc)
The additional keyword arguments of this constructor are passed to the
:class:`BaseItemExporter` constructor.
The additional keyword arguments of this ``__init__`` method are passed to the
:class:`BaseItemExporter` ``__init__`` method.
A typical output of this exporter would be::
@ -359,13 +371,13 @@ PprintItemExporter
JsonItemExporter
----------------
.. class:: JsonItemExporter(file, \**kwargs)
.. class:: JsonItemExporter(file, **kwargs)
Exports Items in JSON format to the specified file-like object, writing all
objects as a list of objects. The additional constructor arguments are
passed to the :class:`BaseItemExporter` constructor, and the leftover
arguments to the `JSONEncoder`_ constructor, so you can use any
`JSONEncoder`_ constructor argument to customize this exporter.
Exports items in JSON format to the specified file-like object, writing all
objects as a list of objects. The additional ``__init__`` method arguments are
passed to the :class:`BaseItemExporter` ``__init__`` method, and the leftover
arguments to the :class:`~json.JSONEncoder` ``__init__`` method, so you can use any
:class:`~json.JSONEncoder` ``__init__`` method argument to customize this exporter.
:param file: the file-like object to use for exporting the data. Its ``write`` method should
accept ``bytes`` (a disk file opened in binary mode, a ``io.BytesIO`` object, etc)
@ -385,18 +397,16 @@ JsonItemExporter
stream-friendly format, consider using :class:`JsonLinesItemExporter`
instead, or splitting the output in multiple chunks.
.. _JSONEncoder: https://docs.python.org/2/library/json.html#json.JSONEncoder
JsonLinesItemExporter
---------------------
.. class:: JsonLinesItemExporter(file, \**kwargs)
.. class:: JsonLinesItemExporter(file, **kwargs)
Exports Items in JSON format to the specified file-like object, writing one
JSON-encoded item per line. The additional constructor arguments are passed
to the :class:`BaseItemExporter` constructor, and the leftover arguments to
the `JSONEncoder`_ constructor, so you can use any `JSONEncoder`_
constructor argument to customize this exporter.
Exports items in JSON format to the specified file-like object, writing one
JSON-encoded item per line. The additional ``__init__`` method arguments are passed
to the :class:`BaseItemExporter` ``__init__`` method, and the leftover arguments to
the :class:`~json.JSONEncoder` ``__init__`` method, so you can use any
:class:`~json.JSONEncoder` ``__init__`` method argument to customize this exporter.
:param file: the file-like object to use for exporting the data. Its ``write`` method should
accept ``bytes`` (a disk file opened in binary mode, a ``io.BytesIO`` object, etc)
@ -409,4 +419,7 @@ JsonLinesItemExporter
Unlike the one produced by :class:`JsonItemExporter`, the format produced by
this exporter is well suited for serializing large amounts of data.
.. _JSONEncoder: https://docs.python.org/2/library/json.html#json.JSONEncoder
MarshalItemExporter
-------------------
.. autoclass:: MarshalItemExporter

View File

@ -7,8 +7,7 @@ Extensions
The extensions framework provides a mechanism for inserting your own
custom functionality into Scrapy.
Extensions are just regular classes that are instantiated at Scrapy startup,
when extensions are initialized.
Extensions are just regular classes.
Extension settings
==================
@ -19,7 +18,7 @@ settings, just like any other Scrapy code.
It is customary for extensions to prefix their settings with their own name, to
avoid collision with existing (and future) extensions. For example, a
hypothetic extension to handle `Google Sitemaps`_ would use settings like
`GOOGLESITEMAP_ENABLED`, `GOOGLESITEMAP_DEPTH`, and so on.
``GOOGLESITEMAP_ENABLED``, ``GOOGLESITEMAP_DEPTH``, and so on.
.. _Google Sitemaps: https://en.wikipedia.org/wiki/Sitemaps
@ -27,8 +26,8 @@ Loading & activating extensions
===============================
Extensions are loaded and activated at startup by instantiating a single
instance of the extension class. Therefore, all the extension initialization
code must be performed in the class constructor (``__init__`` method).
instance of the extension class per spider being run. All the extension
initialization code must be performed in the class ``__init__`` method.
To make an extension available, add it to the :setting:`EXTENSIONS` setting in
your Scrapy settings. In :setting:`EXTENSIONS`, each extension is represented
@ -63,7 +62,7 @@ but disabled unless the :setting:`HTTPCACHE_ENABLED` setting is set.
Disabling an extension
======================
In order to disable an extension that comes enabled by default (ie. those
In order to disable an extension that comes enabled by default (i.e. those
included in the :setting:`EXTENSIONS_BASE` setting) you must set its order to
``None``. For example::
@ -107,7 +106,7 @@ Here is the code of such extension::
logger = logging.getLogger(__name__)
class SpiderOpenCloseLogging(object):
class SpiderOpenCloseLogging:
def __init__(self, item_count):
self.item_count = item_count
@ -183,7 +182,7 @@ Telnet console extension
.. module:: scrapy.extensions.telnet
:synopsis: Telnet console
.. class:: scrapy.extensions.telnet.TelnetConsole
.. class:: TelnetConsole
Provides a telnet console for getting into a Python interpreter inside the
currently running Scrapy process, which can be very useful for debugging.
@ -200,7 +199,7 @@ Memory usage extension
.. module:: scrapy.extensions.memusage
:synopsis: Memory usage extension
.. class:: scrapy.extensions.memusage.MemoryUsage
.. class:: MemoryUsage
.. note:: This extension does not work in Windows.
@ -228,7 +227,7 @@ Memory debugger extension
.. module:: scrapy.extensions.memdebug
:synopsis: Memory debugger extension
.. class:: scrapy.extensions.memdebug.MemoryDebugger
.. class:: MemoryDebugger
An extension for debugging memory usage. It collects information about:
@ -244,7 +243,7 @@ Close spider extension
.. module:: scrapy.extensions.closespider
:synopsis: Close spider extension
.. class:: scrapy.extensions.closespider.CloseSpider
.. class:: CloseSpider
Closes a spider automatically when some conditions are met, using a specific
closing reason for each condition.
@ -257,6 +256,12 @@ settings:
* :setting:`CLOSESPIDER_PAGECOUNT`
* :setting:`CLOSESPIDER_ERRORCOUNT`
.. note::
When a certain closing condition is met, requests which are
currently in the downloader queue (up to :setting:`CONCURRENT_REQUESTS`
requests) are still processed.
.. setting:: CLOSESPIDER_TIMEOUT
CLOSESPIDER_TIMEOUT
@ -279,8 +284,6 @@ Default: ``0``
An integer which specifies a number of items. If the spider scrapes more than
that amount and those items are passed by the item pipeline, the
spider will be closed with the reason ``closespider_itemcount``.
Requests which are currently in the downloader queue (up to
:setting:`CONCURRENT_REQUESTS` requests) are still processed.
If zero (or non set), spiders won't be closed by number of passed items.
.. setting:: CLOSESPIDER_PAGECOUNT
@ -288,8 +291,6 @@ If zero (or non set), spiders won't be closed by number of passed items.
CLOSESPIDER_PAGECOUNT
"""""""""""""""""""""
.. versionadded:: 0.11
Default: ``0``
An integer which specifies the maximum number of responses to crawl. If the spider
@ -302,8 +303,6 @@ number of crawled responses.
CLOSESPIDER_ERRORCOUNT
""""""""""""""""""""""
.. versionadded:: 0.11
Default: ``0``
An integer which specifies the maximum number of errors to receive before
@ -317,13 +316,18 @@ StatsMailer extension
.. module:: scrapy.extensions.statsmailer
:synopsis: StatsMailer extension
.. class:: scrapy.extensions.statsmailer.StatsMailer
.. class:: StatsMailer
This simple extension can be used to send a notification e-mail every time a
domain has finished scraping, including the Scrapy stats collected. The email
will be sent to all recipients specified in the :setting:`STATSMAILER_RCPTS`
setting.
Emails can be sent using the :class:`~scrapy.mail.MailSender` class. To see a
full list of parameters, including examples on how to instantiate
:class:`~scrapy.mail.MailSender` and use mail settings, see
:ref:`topics-email`.
.. module:: scrapy.extensions.debug
:synopsis: Extensions for debugging Scrapy
@ -333,7 +337,7 @@ Debugging extensions
Stack trace dump extension
~~~~~~~~~~~~~~~~~~~~~~~~~~
.. class:: scrapy.extensions.debug.StackTraceDump
.. class:: StackTraceDump
Dumps information about the running process when a `SIGQUIT`_ or `SIGUSR2`_
signal is received. The information dumped is the following:
@ -345,7 +349,7 @@ signal is received. The information dumped is the following:
After the stack trace and engine status is dumped, the Scrapy process continues
running normally.
This extension only works on POSIX-compliant platforms (ie. not Windows),
This extension only works on POSIX-compliant platforms (i.e. not Windows),
because the `SIGQUIT`_ and `SIGUSR2`_ signals are not available on Windows.
There are at least two ways to send Scrapy the `SIGQUIT`_ signal:
@ -362,15 +366,14 @@ There are at least two ways to send Scrapy the `SIGQUIT`_ signal:
Debugger extension
~~~~~~~~~~~~~~~~~~
.. class:: scrapy.extensions.debug.Debugger
.. class:: Debugger
Invokes a `Python debugger`_ inside a running Scrapy process when a `SIGUSR2`_
Invokes a :doc:`Python debugger <library/pdb>` inside a running Scrapy process when a `SIGUSR2`_
signal is received. After the debugger is exited, the Scrapy process continues
running normally.
For more info see `Debugging in Python`.
For more info see `Debugging in Python`_.
This extension only works on POSIX-compliant platforms (ie. not Windows).
This extension only works on POSIX-compliant platforms (i.e. not Windows).
.. _Python debugger: https://docs.python.org/2/library/pdb.html
.. _Debugging in Python: https://pythonconquerstheuniverse.wordpress.com/2009/09/10/debugging-in-python/

View File

@ -4,15 +4,13 @@
Feed exports
============
.. versionadded:: 0.10
One of the most frequently required features when implementing scrapers is
being able to store the scraped data properly and, quite often, that means
generating an "export file" with the scraped data (commonly called "export
feed") to be consumed by other systems.
Scrapy provides this functionality out of the box with the Feed Exports, which
allows you to generate a feed with the scraped items, using multiple
allows you to generate feeds with the scraped items, using multiple
serialization formats and storage backends.
.. _topics-feed-format:
@ -23,10 +21,10 @@ Serialization formats
For serializing the scraped data, the feed exports use the :ref:`Item exporters
<topics-exporters>`. These formats are supported out of the box:
* :ref:`topics-feed-format-json`
* :ref:`topics-feed-format-jsonlines`
* :ref:`topics-feed-format-csv`
* :ref:`topics-feed-format-xml`
- :ref:`topics-feed-format-json`
- :ref:`topics-feed-format-jsonlines`
- :ref:`topics-feed-format-csv`
- :ref:`topics-feed-format-xml`
But you can also extend the supported format through the
:setting:`FEED_EXPORTERS` setting.
@ -36,54 +34,58 @@ But you can also extend the supported format through the
JSON
----
* :setting:`FEED_FORMAT`: ``json``
* Exporter used: :class:`~scrapy.exporters.JsonItemExporter`
* See :ref:`this warning <json-with-large-data>` if you're using JSON with
large feeds.
- Value for the ``format`` key in the :setting:`FEEDS` setting: ``json``
- Exporter used: :class:`~scrapy.exporters.JsonItemExporter`
- See :ref:`this warning <json-with-large-data>` if you're using JSON with
large feeds.
.. _topics-feed-format-jsonlines:
JSON lines
----------
* :setting:`FEED_FORMAT`: ``jsonlines``
* Exporter used: :class:`~scrapy.exporters.JsonLinesItemExporter`
- Value for the ``format`` key in the :setting:`FEEDS` setting: ``jsonlines``
- Exporter used: :class:`~scrapy.exporters.JsonLinesItemExporter`
.. _topics-feed-format-csv:
CSV
---
* :setting:`FEED_FORMAT`: ``csv``
* Exporter used: :class:`~scrapy.exporters.CsvItemExporter`
* To specify columns to export and their order use
:setting:`FEED_EXPORT_FIELDS`. Other feed exporters can also use this
option, but it is important for CSV because unlike many other export
formats CSV uses a fixed header.
- Value for the ``format`` key in the :setting:`FEEDS` setting: ``csv``
- Exporter used: :class:`~scrapy.exporters.CsvItemExporter`
- To specify columns to export and their order use
:setting:`FEED_EXPORT_FIELDS`. Other feed exporters can also use this
option, but it is important for CSV because unlike many other export
formats CSV uses a fixed header.
.. _topics-feed-format-xml:
XML
---
* :setting:`FEED_FORMAT`: ``xml``
* Exporter used: :class:`~scrapy.exporters.XmlItemExporter`
- Value for the ``format`` key in the :setting:`FEEDS` setting: ``xml``
- Exporter used: :class:`~scrapy.exporters.XmlItemExporter`
.. _topics-feed-format-pickle:
Pickle
------
* :setting:`FEED_FORMAT`: ``pickle``
* Exporter used: :class:`~scrapy.exporters.PickleItemExporter`
- Value for the ``format`` key in the :setting:`FEEDS` setting: ``pickle``
- Exporter used: :class:`~scrapy.exporters.PickleItemExporter`
.. _topics-feed-format-marshal:
Marshal
-------
* :setting:`FEED_FORMAT`: ``marshal``
* Exporter used: :class:`~scrapy.exporters.MarshalItemExporter`
- Value for the ``format`` key in the :setting:`FEEDS` setting: ``marshal``
- Exporter used: :class:`~scrapy.exporters.MarshalItemExporter`
.. _topics-feed-storage:
@ -91,20 +93,21 @@ Marshal
Storages
========
When using the feed exports you define where to store the feed using a URI_
(through the :setting:`FEED_URI` setting). The feed exports supports multiple
When using the feed exports you define where to store the feed using one or multiple URIs_
(through the :setting:`FEEDS` setting). The feed exports supports multiple
storage backend types which are defined by the URI scheme.
The storages backends supported out of the box are:
* :ref:`topics-feed-storage-fs`
* :ref:`topics-feed-storage-ftp`
* :ref:`topics-feed-storage-s3` (requires botocore_ or boto_)
* :ref:`topics-feed-storage-stdout`
- :ref:`topics-feed-storage-fs`
- :ref:`topics-feed-storage-ftp`
- :ref:`topics-feed-storage-s3` (requires botocore_)
- :ref:`topics-feed-storage-gcs` (requires `google-cloud-storage`_)
- :ref:`topics-feed-storage-stdout`
Some storage backends may be unavailable if the required external libraries are
not available. For example, the S3 backend is only available if the botocore_
or boto_ library is installed (Scrapy supports boto_ only on Python 2).
library is installed.
.. _topics-feed-uri-params:
@ -115,8 +118,8 @@ Storage URI parameters
The storage URI can also contain parameters that get replaced when the feed is
being created. These parameters are:
* ``%(time)s`` - gets replaced by a timestamp when the feed is being created
* ``%(name)s`` - gets replaced by the spider name
- ``%(time)s`` - gets replaced by a timestamp when the feed is being created
- ``%(name)s`` - gets replaced by the spider name
Any other named parameter gets replaced by the spider attribute of the same
name. For example, ``%(site_id)s`` would get replaced by the ``spider.site_id``
@ -124,13 +127,16 @@ attribute the moment the feed is being created.
Here are some examples to illustrate:
* Store in FTP using one directory per spider:
- Store in FTP using one directory per spider:
* ``ftp://user:password@ftp.example.com/scraping/feeds/%(name)s/%(time)s.json``
- ``ftp://user:password@ftp.example.com/scraping/feeds/%(name)s/%(time)s.json``
* Store in S3 using one directory per spider:
- Store in S3 using one directory per spider:
* ``s3://mybucket/scraping/feeds/%(name)s/%(time)s.json``
- ``s3://mybucket/scraping/feeds/%(name)s/%(time)s.json``
.. note:: :ref:`Spider arguments <spiderargs>` become spider attributes, hence
they can also be used as storage URI parameters.
.. _topics-feed-storage-backends:
@ -145,9 +151,9 @@ Local filesystem
The feeds are stored in the local filesystem.
* URI scheme: ``file``
* Example URI: ``file:///tmp/export.csv``
* Required external libraries: none
- URI scheme: ``file``
- Example URI: ``file:///tmp/export.csv``
- Required external libraries: none
Note that for the local filesystem storage (only) you can omit the scheme if
you specify an absolute path like ``/tmp/export.csv``. This only works on Unix
@ -160,9 +166,17 @@ FTP
The feeds are stored in a FTP server.
* URI scheme: ``ftp``
* Example URI: ``ftp://user:pass@ftp.example.com/path/to/export.csv``
* Required external libraries: none
- URI scheme: ``ftp``
- Example URI: ``ftp://user:pass@ftp.example.com/path/to/export.csv``
- Required external libraries: none
FTP supports two different connection modes: `active or passive
<https://stackoverflow.com/a/1699163>`_. Scrapy uses the passive connection
mode by default. To use the active connection mode instead, set the
:setting:`FEED_STORAGE_FTP_ACTIVE` setting to ``True``.
This storage backend uses :ref:`delayed file delivery <delayed-file-delivery>`.
.. _topics-feed-storage-s3:
@ -171,19 +185,61 @@ S3
The feeds are stored on `Amazon S3`_.
* URI scheme: ``s3``
* Example URIs:
- URI scheme: ``s3``
* ``s3://mybucket/path/to/export.csv``
* ``s3://aws_key:aws_secret@mybucket/path/to/export.csv``
- Example URIs:
* Required external libraries: `botocore`_ or `boto`_
- ``s3://mybucket/path/to/export.csv``
- ``s3://aws_key:aws_secret@mybucket/path/to/export.csv``
- Required external libraries: `botocore`_ >= 1.4.87
The AWS credentials can be passed as user/password in the URI, or they can be
passed through the following settings:
* :setting:`AWS_ACCESS_KEY_ID`
* :setting:`AWS_SECRET_ACCESS_KEY`
- :setting:`AWS_ACCESS_KEY_ID`
- :setting:`AWS_SECRET_ACCESS_KEY`
- :setting:`AWS_SESSION_TOKEN` (only needed for `temporary security credentials`_)
.. _temporary security credentials: https://docs.aws.amazon.com/general/latest/gr/aws-sec-cred-types.html#temporary-access-keys
You can also define a custom ACL and custom endpoint for exported feeds using this setting:
- :setting:`FEED_STORAGE_S3_ACL`
- :setting:`AWS_ENDPOINT_URL`
This storage backend uses :ref:`delayed file delivery <delayed-file-delivery>`.
.. _topics-feed-storage-gcs:
Google Cloud Storage (GCS)
--------------------------
.. versionadded:: 2.3
The feeds are stored on `Google Cloud Storage`_.
- URI scheme: ``gs``
- Example URIs:
- ``gs://mybucket/path/to/export.csv``
- Required external libraries: `google-cloud-storage`_.
For more information about authentication, please refer to `Google Cloud documentation <https://cloud.google.com/docs/authentication/production>`_.
You can set a *Project ID* and *Access Control List (ACL)* through the following settings:
- :setting:`FEED_STORAGE_GCS_ACL`
- :setting:`GCS_PROJECT_ID`
This storage backend uses :ref:`delayed file delivery <delayed-file-delivery>`.
.. _google-cloud-storage: https://cloud.google.com/storage/docs/reference/libraries#client-libraries-install-python
.. _topics-feed-storage-stdout:
@ -192,9 +248,126 @@ Standard output
The feeds are written to the standard output of the Scrapy process.
* URI scheme: ``stdout``
* Example URI: ``stdout:``
* Required external libraries: none
- URI scheme: ``stdout``
- Example URI: ``stdout:``
- Required external libraries: none
.. _delayed-file-delivery:
Delayed file delivery
---------------------
As indicated above, some of the described storage backends use delayed file
delivery.
These storage backends do not upload items to the feed URI as those items are
scraped. Instead, Scrapy writes items into a temporary local file, and only
once all the file contents have been written (i.e. at the end of the crawl) is
that file uploaded to the feed URI.
If you want item delivery to start earlier when using one of these storage
backends, use :setting:`FEED_EXPORT_BATCH_ITEM_COUNT` to split the output items
in multiple files, with the specified maximum item count per file. That way, as
soon as a file reaches the maximum item count, that file is delivered to the
feed URI, allowing item delivery to start way before the end of the crawl.
.. _item-filter:
Item filtering
==============
.. versionadded:: VERSION
You can filter items that you want to allow for a particular feed by using the
``item_classes`` option in :ref:`feeds options <feed-options>`. Only items of
the specified types will be added to the feed.
The ``item_classes`` option is implemented by the :class:`~scrapy.extensions.feedexport.ItemFilter`
class, which is the default value of the ``item_filter`` :ref:`feed option <feed-options>`.
You can create your own custom filtering class by implementing :class:`~scrapy.extensions.feedexport.ItemFilter`'s
method ``accepts`` and taking ``feed_options`` as an argument.
For instance::
class MyCustomFilter:
def __init__(self, feed_options):
self.feed_options = feed_options
def accepts(self, item):
if "field1" in item and item["field1"] == "expected_data":
return True
return False
You can assign your custom filtering class to the ``item_filter`` :ref:`option of a feed <feed-options>`.
See :setting:`FEEDS` for examples.
ItemFilter
----------
.. autoclass:: scrapy.extensions.feedexport.ItemFilter
:members:
.. _post-processing:
Post-Processing
===============
.. versionadded:: VERSION
Scrapy provides an option to activate plugins to post-process feeds before they are exported
to feed storages. In addition to using :ref:`builtin plugins <builtin-plugins>`, you
can create your own :ref:`plugins <custom-plugins>`.
These plugins can be activated through the ``postprocessing`` option of a feed.
The option must be passed a list of post-processing plugins in the order you want
the feed to be processed. These plugins can be declared either as an import string
or with the imported class of the plugin. Parameters to plugins can be passed
through the feed options. See :ref:`feed options <feed-options>` for examples.
.. _builtin-plugins:
Built-in Plugins
----------------
.. autoclass:: scrapy.extensions.postprocessing.GzipPlugin
.. autoclass:: scrapy.extensions.postprocessing.LZMAPlugin
.. autoclass:: scrapy.extensions.postprocessing.Bz2Plugin
.. _custom-plugins:
Custom Plugins
--------------
Each plugin is a class that must implement the following methods:
.. method:: __init__(self, file, feed_options)
Initialize the plugin.
:param file: file-like object having at least the `write`, `tell` and `close` methods implemented
:param feed_options: feed-specific :ref:`options <feed-options>`
:type feed_options: :class:`dict`
.. method:: write(self, data)
Process and write `data` (:class:`bytes` or :class:`memoryview`) into the plugin's target file.
It must return number of bytes written.
.. method:: close(self)
Close the target file object.
To pass a parameter to your plugin, use :ref:`feed options <feed-options>`. You
can then access those parameters from the ``__init__`` method of your plugin.
Settings
@ -202,36 +375,131 @@ Settings
These are the settings used for configuring the feed exports:
* :setting:`FEED_URI` (mandatory)
* :setting:`FEED_FORMAT`
* :setting:`FEED_STORAGES`
* :setting:`FEED_EXPORTERS`
* :setting:`FEED_STORE_EMPTY`
* :setting:`FEED_EXPORT_ENCODING`
* :setting:`FEED_EXPORT_FIELDS`
* :setting:`FEED_EXPORT_INDENT`
- :setting:`FEEDS` (mandatory)
- :setting:`FEED_EXPORT_ENCODING`
- :setting:`FEED_STORE_EMPTY`
- :setting:`FEED_EXPORT_FIELDS`
- :setting:`FEED_EXPORT_INDENT`
- :setting:`FEED_STORAGES`
- :setting:`FEED_STORAGE_FTP_ACTIVE`
- :setting:`FEED_STORAGE_S3_ACL`
- :setting:`FEED_EXPORTERS`
- :setting:`FEED_EXPORT_BATCH_ITEM_COUNT`
.. currentmodule:: scrapy.extensions.feedexport
.. setting:: FEED_URI
.. setting:: FEEDS
FEED_URI
--------
FEEDS
-----
Default: ``None``
.. versionadded:: 2.1
The URI of the export feed. See :ref:`topics-feed-storage-backends` for
supported URI schemes.
Default: ``{}``
This setting is required for enabling the feed exports.
A dictionary in which every key is a feed URI (or a :class:`pathlib.Path`
object) and each value is a nested dictionary containing configuration
parameters for the specific feed.
.. setting:: FEED_FORMAT
This setting is required for enabling the feed export feature.
FEED_FORMAT
-----------
See :ref:`topics-feed-storage-backends` for supported URI schemes.
The serialization format to be used for the feed. See
:ref:`topics-feed-format` for possible values.
For instance::
{
'items.json': {
'format': 'json',
'encoding': 'utf8',
'store_empty': False,
'item_classes': [MyItemClass1, 'myproject.items.MyItemClass2'],
'fields': None,
'indent': 4,
'item_export_kwargs': {
'export_empty_fields': True,
},
},
'/home/user/documents/items.xml': {
'format': 'xml',
'fields': ['name', 'price'],
'item_filter': MyCustomFilter1,
'encoding': 'latin1',
'indent': 8,
},
pathlib.Path('items.csv.gz'): {
'format': 'csv',
'fields': ['price', 'name'],
'item_filter': 'myproject.filters.MyCustomFilter2',
'postprocessing': [MyPlugin1, 'scrapy.extensions.postprocessing.GzipPlugin'],
'gzip_compresslevel': 5,
},
}
.. _feed-options:
The following is a list of the accepted keys and the setting that is used
as a fallback value if that key is not provided for a specific feed definition:
- ``format``: the :ref:`serialization format <topics-feed-format>`.
This setting is mandatory, there is no fallback value.
- ``batch_item_count``: falls back to
:setting:`FEED_EXPORT_BATCH_ITEM_COUNT`.
.. versionadded:: 2.3.0
- ``encoding``: falls back to :setting:`FEED_EXPORT_ENCODING`.
- ``fields``: falls back to :setting:`FEED_EXPORT_FIELDS`.
- ``item_classes``: list of :ref:`item classes <topics-items>` to export.
If undefined or empty, all items are exported.
.. versionadded:: VERSION
- ``item_filter``: a :ref:`filter class <item-filter>` to filter items to export.
:class:`~scrapy.extensions.feedexport.ItemFilter` is used be default.
.. versionadded:: VERSION
- ``indent``: falls back to :setting:`FEED_EXPORT_INDENT`.
- ``item_export_kwargs``: :class:`dict` with keyword arguments for the corresponding :ref:`item exporter class <topics-exporters>`.
.. versionadded:: 2.4.0
- ``overwrite``: whether to overwrite the file if it already exists
(``True``) or append to its content (``False``).
The default value depends on the :ref:`storage backend
<topics-feed-storage-backends>`:
- :ref:`topics-feed-storage-fs`: ``False``
- :ref:`topics-feed-storage-ftp`: ``True``
.. note:: Some FTP servers may not support appending to files (the
``APPE`` FTP command).
- :ref:`topics-feed-storage-s3`: ``True`` (appending `is not supported
<https://forums.aws.amazon.com/message.jspa?messageID=540395>`_)
- :ref:`topics-feed-storage-stdout`: ``False`` (overwriting is not supported)
.. versionadded:: 2.4.0
- ``store_empty``: falls back to :setting:`FEED_STORE_EMPTY`.
- ``uri_params``: falls back to :setting:`FEED_URI_PARAMS`.
- ``postprocessing``: list of :ref:`plugins <post-processing>` to use for post-processing.
The plugins will be used in the order of the list passed.
.. versionadded:: VERSION
.. setting:: FEED_EXPORT_ENCODING
@ -259,8 +527,8 @@ Example: ``FEED_EXPORT_FIELDS = ["foo", "bar", "baz"]``.
Use FEED_EXPORT_FIELDS option to define fields to export and their order.
When FEED_EXPORT_FIELDS is empty or None (default), Scrapy uses fields
defined in dicts or :class:`~.Item` subclasses a spider is yielding.
When FEED_EXPORT_FIELDS is empty or None (default), Scrapy uses the fields
defined in :ref:`item objects <topics-items>` yielded by your spider.
If an exporter requires a fixed set of fields (this is the case for
:ref:`CSV <topics-feed-format-csv>` export format) and FEED_EXPORT_FIELDS
@ -290,7 +558,7 @@ FEED_STORE_EMPTY
Default: ``False``
Whether to export empty feeds (ie. feeds with no items).
Whether to export empty feeds (i.e. feeds with no items).
.. setting:: FEED_STORAGES
@ -302,6 +570,30 @@ Default: ``{}``
A dict containing additional feed storage backends supported by your project.
The keys are URI schemes and the values are paths to storage classes.
.. setting:: FEED_STORAGE_FTP_ACTIVE
FEED_STORAGE_FTP_ACTIVE
-----------------------
Default: ``False``
Whether to use the active connection mode when exporting feeds to an FTP server
(``True``) or use the passive connection mode instead (``False``, default).
For information about FTP connection modes, see `What is the difference between
active and passive FTP? <https://stackoverflow.com/a/1699163>`_.
.. setting:: FEED_STORAGE_S3_ACL
FEED_STORAGE_S3_ACL
-------------------
Default: ``''`` (empty string)
A string containing a custom ACL for feeds exported to Amazon S3 by your project.
For a complete list of available values, access the `Canned ACL`_ section on Amazon S3 docs.
.. setting:: FEED_STORAGES_BASE
FEED_STORAGES_BASE
@ -362,7 +654,117 @@ format in :setting:`FEED_EXPORTERS`. E.g., to disable the built-in CSV exporter
'csv': None,
}
.. _URI: https://en.wikipedia.org/wiki/Uniform_Resource_Identifier
.. setting:: FEED_EXPORT_BATCH_ITEM_COUNT
FEED_EXPORT_BATCH_ITEM_COUNT
----------------------------
.. versionadded:: 2.3.0
Default: ``0``
If assigned an integer number higher than ``0``, Scrapy generates multiple output files
storing up to the specified number of items in each output file.
When generating multiple output files, you must use at least one of the following
placeholders in the feed URI to indicate how the different output file names are
generated:
* ``%(batch_time)s`` - gets replaced by a timestamp when the feed is being created
(e.g. ``2020-03-28T14-45-08.237134``)
* ``%(batch_id)d`` - gets replaced by the 1-based sequence number of the batch.
Use :ref:`printf-style string formatting <python:old-string-formatting>` to
alter the number format. For example, to make the batch ID a 5-digit
number by introducing leading zeroes as needed, use ``%(batch_id)05d``
(e.g. ``3`` becomes ``00003``, ``123`` becomes ``00123``).
For instance, if your settings include::
FEED_EXPORT_BATCH_ITEM_COUNT = 100
And your :command:`crawl` command line is::
scrapy crawl spidername -o "dirname/%(batch_id)d-filename%(batch_time)s.json"
The command line above can generate a directory tree like::
->projectname
-->dirname
--->1-filename2020-03-28T14-45-08.237134.json
--->2-filename2020-03-28T14-45-09.148903.json
--->3-filename2020-03-28T14-45-10.046092.json
Where the first and second files contain exactly 100 items. The last one contains
100 items or fewer.
.. setting:: FEED_URI_PARAMS
FEED_URI_PARAMS
---------------
Default: ``None``
A string with the import path of a function to set the parameters to apply with
:ref:`printf-style string formatting <python:old-string-formatting>` to the
feed URI.
The function signature should be as follows:
.. function:: uri_params(params, spider)
Return a :class:`dict` of key-value pairs to apply to the feed URI using
:ref:`printf-style string formatting <python:old-string-formatting>`.
:param params: default key-value pairs
Specifically:
- ``batch_id``: ID of the file batch. See
:setting:`FEED_EXPORT_BATCH_ITEM_COUNT`.
If :setting:`FEED_EXPORT_BATCH_ITEM_COUNT` is ``0``, ``batch_id``
is always ``1``.
.. versionadded:: 2.3.0
- ``batch_time``: UTC date and time, in ISO format with ``:``
replaced with ``-``.
See :setting:`FEED_EXPORT_BATCH_ITEM_COUNT`.
.. versionadded:: 2.3.0
- ``time``: ``batch_time``, with microseconds set to ``0``.
:type params: dict
:param spider: source spider of the feed items
:type spider: scrapy.Spider
For example, to include the :attr:`name <scrapy.Spider.name>` of the
source spider in the feed URI:
#. Define the following function somewhere in your project::
# myproject/utils.py
def uri_params(params, spider):
return {**params, 'spider_name': spider.name}
#. Point :setting:`FEED_URI_PARAMS` to that function in your settings::
# myproject/settings.py
FEED_URI_PARAMS = 'myproject.utils.uri_params'
#. Use ``%(spider_name)s`` in your feed URI::
scrapy crawl <spider_name> -o "%(spider_name)s.jl"
.. _URIs: https://en.wikipedia.org/wiki/Uniform_Resource_Identifier
.. _Amazon S3: https://aws.amazon.com/s3/
.. _boto: https://github.com/boto/boto
.. _botocore: https://github.com/boto/botocore
.. _Canned ACL: https://docs.aws.amazon.com/AmazonS3/latest/dev/acl-overview.html#canned-acl
.. _Google Cloud Storage: https://cloud.google.com/storage/

View File

@ -1,167 +0,0 @@
.. _topics-firebug:
==========================
Using Firebug for scraping
==========================
.. note:: Google Directory, the example website used in this guide is no longer
available as it `has been shut down by Google`_. The concepts in this guide
are still valid though. If you want to update this guide to use a new
(working) site, your contribution will be more than welcome!. See :ref:`topics-contributing`
for information on how to do so.
Introduction
============
This document explains how to use `Firebug`_ (a Firefox add-on) to make the
scraping process easier and more fun. For other useful Firefox add-ons see
:ref:`topics-firefox-addons`. There are some caveats with using Firefox add-ons
to inspect pages, see :ref:`topics-firefox-livedom`.
In this example, we'll show how to use `Firebug`_ to scrape data from the
`Google Directory`_, which contains the same data as the `Open Directory
Project`_ used in the :ref:`tutorial <intro-tutorial>` but with a different
face.
.. _Firebug: https://getfirebug.com/
.. _Google Directory: http://directory.google.com/
.. _Open Directory Project: http://www.dmoz.org
Firebug comes with a very useful feature called `Inspect Element`_ which allows
you to inspect the HTML code of the different page elements just by hovering
your mouse over them. Otherwise you would have to search for the tags manually
through the HTML body which can be a very tedious task.
.. _Inspect Element: https://www.youtube.com/watch?v=-pT_pDe54aA
In the following screenshot you can see the `Inspect Element`_ tool in action.
.. image:: _images/firebug1.png
:width: 913
:height: 600
:alt: Inspecting elements with Firebug
At first sight, we can see that the directory is divided in categories, which
are also divided in subcategories.
However, it seems that there are more subcategories than the ones being shown
in this page, so we'll keep looking:
.. image:: _images/firebug2.png
:width: 819
:height: 629
:alt: Inspecting elements with Firebug
As expected, the subcategories contain links to other subcategories, and also
links to actual websites, which is the purpose of the directory.
Getting links to follow
=======================
By looking at the category URLs we can see they share a pattern:
http://directory.google.com/Category/Subcategory/Another_Subcategory
Once we know that, we are able to construct a regular expression to follow
those links. For example, the following one::
directory\.google\.com/[A-Z][a-zA-Z_/]+$
So, based on that regular expression we can create the first crawling rule::
Rule(LinkExtractor(allow='directory.google.com/[A-Z][a-zA-Z_/]+$', ),
'parse_category',
follow=True,
),
The :class:`~scrapy.spiders.Rule` object instructs
:class:`~scrapy.spiders.CrawlSpider` based spiders how to follow the
category links. ``parse_category`` will be a method of the spider which will
process and extract data from those pages.
This is how the spider would look so far::
from scrapy.linkextractors import LinkExtractor
from scrapy.spiders import CrawlSpider, Rule
class GoogleDirectorySpider(CrawlSpider):
name = 'directory.google.com'
allowed_domains = ['directory.google.com']
start_urls = ['http://directory.google.com/']
rules = (
Rule(LinkExtractor(allow='directory\.google\.com/[A-Z][a-zA-Z_/]+$'),
'parse_category', follow=True,
),
)
def parse_category(self, response):
# write the category page data extraction code here
pass
Extracting the data
===================
Now we're going to write the code to extract data from those pages.
With the help of Firebug, we'll take a look at some page containing links to
websites (say http://directory.google.com/Top/Arts/Awards/) and find out how we can
extract those links using :ref:`Selectors <topics-selectors>`. We'll also
use the :ref:`Scrapy shell <topics-shell>` to test those XPath's and make sure
they work as we expect.
.. image:: _images/firebug3.png
:width: 965
:height: 751
:alt: Inspecting elements with Firebug
As you can see, the page markup is not very descriptive: the elements don't
contain ``id``, ``class`` or any attribute that clearly identifies them, so
we'll use the ranking bars as a reference point to select the data to extract
when we construct our XPaths.
After using FireBug, we can see that each link is inside a ``td`` tag, which is
itself inside a ``tr`` tag that also contains the link's ranking bar (in
another ``td``).
So we can select the ranking bar, then find its parent (the ``tr``), and then
finally, the link's ``td`` (which contains the data we want to scrape).
This results in the following XPath::
//td[descendant::a[contains(@href, "#pagerank")]]/following-sibling::td//a
It's important to use the :ref:`Scrapy shell <topics-shell>` to test these
complex XPath expressions and make sure they work as expected.
Basically, that expression will look for the ranking bar's ``td`` element, and
then select any ``td`` element who has a descendant ``a`` element whose
``href`` attribute contains the string ``#pagerank``"
Of course, this is not the only XPath, and maybe not the simpler one to select
that data. Another approach could be, for example, to find any ``font`` tags
that have that grey colour of the links,
Finally, we can write our ``parse_category()`` method::
def parse_category(self, response):
# The path to website links in directory page
links = response.xpath('//td[descendant::a[contains(@href, "#pagerank")]]/following-sibling::td/font')
for link in links:
item = DirectoryItem()
item['name'] = link.xpath('a/text()').extract()
item['url'] = link.xpath('a/@href').extract()
item['description'] = link.xpath('font[2]/text()').extract()
yield item
Be aware that you may find some elements which appear in Firebug but
not in the original HTML, such as the typical case of ``<tbody>``
elements.
or tags which Therefer in page HTML
sources may on Firebug inspects the live DOM
.. _has been shut down by Google: https://searchenginewatch.com/sew/news/2096661/google-directory-shut

View File

@ -1,82 +0,0 @@
.. _topics-firefox:
==========================
Using Firefox for scraping
==========================
Here is a list of tips and advice on using Firefox for scraping, along with a
list of useful Firefox add-ons to ease the scraping process.
.. _topics-firefox-livedom:
Caveats with inspecting the live browser DOM
============================================
Since Firefox add-ons operate on a live browser DOM, what you'll actually see
when inspecting the page source is not the original HTML, but a modified one
after applying some browser clean up and executing Javascript code. Firefox,
in particular, is known for adding ``<tbody>`` elements to tables. Scrapy, on
the other hand, does not modify the original page HTML, so you won't be able to
extract any data if you use ``<tbody>`` in your XPath expressions.
Therefore, you should keep in mind the following things when working with
Firefox and XPath:
* Disable Firefox Javascript while inspecting the DOM looking for XPaths to be
used in Scrapy
* Never use full XPath paths, use relative and clever ones based on attributes
(such as ``id``, ``class``, ``width``, etc) or any identifying features like
``contains(@href, 'image')``.
* Never include ``<tbody>`` elements in your XPath expressions unless you
really know what you're doing
.. _topics-firefox-addons:
Useful Firefox add-ons for scraping
===================================
Firebug
-------
`Firebug`_ is a widely known tool among web developers and it's also very
useful for scraping. In particular, its `Inspect Element`_ feature comes very
handy when you need to construct the XPaths for extracting data because it
allows you to view the HTML code of each page element while moving your mouse
over it.
See :ref:`topics-firebug` for a detailed guide on how to use Firebug with
Scrapy.
XPather
-------
`XPather`_ allows you to test XPath expressions directly on the pages.
XPath Checker
-------------
`XPath Checker`_ is another Firefox add-on for testing XPaths on your pages.
Tamper Data
-----------
`Tamper Data`_ is a Firefox add-on which allows you to view and modify the HTTP
request headers sent by Firefox. Firebug also allows to view HTTP headers, but
not to modify them.
Firecookie
----------
`Firecookie`_ makes it easier to view and manage cookies. You can use this
extension to create a new cookie, delete existing cookies, see a list of cookies
for the current site, manage cookies permissions and a lot more.
.. _Firebug: https://getfirebug.com/
.. _Inspect Element: https://www.youtube.com/watch?v=-pT_pDe54aA
.. _XPather: https://addons.mozilla.org/en-US/firefox/addon/xpather/
.. _XPath Checker: https://addons.mozilla.org/en-US/firefox/addon/xpath-checker/
.. _Tamper Data: https://addons.mozilla.org/en-US/firefox/addon/tamper-data/
.. _Firecookie: https://addons.mozilla.org/en-US/firefox/addon/firecookie/

View File

@ -27,17 +27,22 @@ Each item pipeline component is a Python class that must implement the following
.. method:: process_item(self, item, spider)
This method is called for every item pipeline component. :meth:`process_item`
must either: return a dict with data, return an :class:`~scrapy.item.Item`
(or any descendant class) object, return a `Twisted Deferred`_ or raise
:exc:`~scrapy.exceptions.DropItem` exception. Dropped items are no longer
processed by further pipeline components.
This method is called for every item pipeline component.
:param item: the item scraped
:type item: :class:`~scrapy.item.Item` object or a dict
`item` is an :ref:`item object <item-types>`, see
:ref:`supporting-item-types`.
:meth:`process_item` must either: return an :ref:`item object <item-types>`,
return a :class:`~twisted.internet.defer.Deferred` or raise a
:exc:`~scrapy.exceptions.DropItem` exception.
Dropped items are no longer processed by further pipeline components.
:param item: the scraped item
:type item: :ref:`item object <item-types>`
:param spider: the spider which scraped the item
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
Additionally, they may also implement the following methods:
@ -46,14 +51,14 @@ Additionally, they may also implement the following methods:
This method is called when the spider is opened.
:param spider: the spider which was opened
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: close_spider(self, spider)
This method is called when the spider is closed.
:param spider: the spider which was closed
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: from_crawler(cls, crawler)
@ -67,8 +72,6 @@ Additionally, they may also implement the following methods:
:type crawler: :class:`~scrapy.crawler.Crawler` object
.. _Twisted Deferred: https://twistedmatrix.com/documents/current/core/howto/defer.html
Item pipeline example
=====================
@ -80,19 +83,20 @@ Let's take a look at the following hypothetical pipeline that adjusts the
(``price_excludes_vat`` attribute), and drops those items which don't
contain a price::
from itemadapter import ItemAdapter
from scrapy.exceptions import DropItem
class PricePipeline(object):
class PricePipeline:
vat_factor = 1.15
def process_item(self, item, spider):
if item['price']:
if item['price_excludes_vat']:
item['price'] = item['price'] * self.vat_factor
adapter = ItemAdapter(item)
if adapter.get('price'):
if adapter.get('price_excludes_vat'):
adapter['price'] = adapter['price'] * self.vat_factor
return item
else:
raise DropItem("Missing price in %s" % item)
raise DropItem(f"Missing price in {item}")
Write items to a JSON file
@ -104,7 +108,9 @@ format::
import json
class JsonWriterPipeline(object):
from itemadapter import ItemAdapter
class JsonWriterPipeline:
def open_spider(self, spider):
self.file = open('items.jl', 'w')
@ -113,7 +119,7 @@ format::
self.file.close()
def process_item(self, item, spider):
line = json.dumps(dict(item)) + "\n"
line = json.dumps(ItemAdapter(item).asdict()) + "\n"
self.file.write(line)
return item
@ -132,8 +138,9 @@ The main point of this example is to show how to use :meth:`from_crawler`
method and how to clean up the resources properly.::
import pymongo
from itemadapter import ItemAdapter
class MongoPipeline(object):
class MongoPipeline:
collection_name = 'scrapy_items'
@ -156,60 +163,65 @@ method and how to clean up the resources properly.::
self.client.close()
def process_item(self, item, spider):
self.db[self.collection_name].insert_one(dict(item))
self.db[self.collection_name].insert_one(ItemAdapter(item).asdict())
return item
.. _MongoDB: https://www.mongodb.org/
.. _pymongo: https://api.mongodb.org/python/current/
.. _MongoDB: https://www.mongodb.com/
.. _pymongo: https://api.mongodb.com/python/current/
.. _ScreenshotPipeline:
Take screenshot of item
-----------------------
This example demonstrates how to return Deferred_ from :meth:`process_item` method.
It uses Splash_ to render screenshot of item url. Pipeline
makes request to locally running instance of Splash_. After request is downloaded
and Deferred callback fires, it saves item to a file and adds filename to an item.
This example demonstrates how to use :doc:`coroutine syntax <coroutines>` in
the :meth:`process_item` method.
This item pipeline makes a request to a locally-running instance of Splash_ to
render a screenshot of the item URL. After the request response is downloaded,
the item pipeline saves the screenshot to a file and adds the filename to the
item.
::
import scrapy
import hashlib
from urllib.parse import quote
import scrapy
from itemadapter import ItemAdapter
from scrapy.utils.defer import maybe_deferred_to_future
class ScreenshotPipeline(object):
class ScreenshotPipeline:
"""Pipeline that uses Splash to render screenshot of
every Scrapy item."""
SPLASH_URL = "http://localhost:8050/render.png?url={}"
def process_item(self, item, spider):
encoded_item_url = quote(item["url"])
async def process_item(self, item, spider):
adapter = ItemAdapter(item)
encoded_item_url = quote(adapter["url"])
screenshot_url = self.SPLASH_URL.format(encoded_item_url)
request = scrapy.Request(screenshot_url)
dfd = spider.crawler.engine.download(request, spider)
dfd.addBoth(self.return_item, item)
return dfd
response = await maybe_deferred_to_future(spider.crawler.engine.download(request, spider))
def return_item(self, response, item):
if response.status != 200:
# Error happened, return item.
return item
# Save screenshot to file, filename will be hash of url.
url = item["url"]
url = adapter["url"]
url_hash = hashlib.md5(url.encode("utf8")).hexdigest()
filename = "{}.png".format(url_hash)
filename = f"{url_hash}.png"
with open(filename, "wb") as f:
f.write(response.body)
# Store filename in item.
item["screenshot_filename"] = filename
adapter["screenshot_filename"] = filename
return item
.. _Splash: https://splash.readthedocs.io/en/stable/
.. _Deferred: https://twistedmatrix.com/documents/current/core/howto/defer.html
Duplicates filter
-----------------
@ -219,18 +231,20 @@ already processed. Let's say that our items have a unique id, but our spider
returns multiples items with the same id::
from itemadapter import ItemAdapter
from scrapy.exceptions import DropItem
class DuplicatesPipeline(object):
class DuplicatesPipeline:
def __init__(self):
self.ids_seen = set()
def process_item(self, item, spider):
if item['id'] in self.ids_seen:
raise DropItem("Duplicate item found: %s" % item)
adapter = ItemAdapter(item)
if adapter['id'] in self.ids_seen:
raise DropItem(f"Duplicate item found: {item!r}")
else:
self.ids_seen.add(item['id'])
self.ids_seen.add(adapter['id'])
return item

View File

@ -8,31 +8,156 @@ Items
:synopsis: Item and Field classes
The main goal in scraping is to extract structured data from unstructured
sources, typically, web pages. Scrapy spiders can return the extracted data
as Python dicts. While convenient and familiar, Python dicts lack structure:
it is easy to make a typo in a field name or return inconsistent data,
especially in a larger project with many spiders.
sources, typically, web pages. :ref:`Spiders <topics-spiders>` may return the
extracted data as `items`, Python objects that define key-value pairs.
To define common output data format Scrapy provides the :class:`Item` class.
:class:`Item` objects are simple containers used to collect the scraped data.
They provide a `dictionary-like`_ API with a convenient syntax for declaring
their available fields.
Scrapy supports :ref:`multiple types of items <item-types>`. When you create an
item, you may use whichever type of item you want. When you write code that
receives an item, your code should :ref:`work for any item type
<supporting-item-types>`.
Various Scrapy components use extra information provided by Items:
exporters look at declared fields to figure out columns to export,
serialization can be customized using Item fields metadata, :mod:`trackref`
tracks Item instances to help find memory leaks
(see :ref:`topics-leaks-trackrefs`), etc.
.. _item-types:
.. _dictionary-like: https://docs.python.org/2/library/stdtypes.html#dict
Item Types
==========
Scrapy supports the following types of items, via the `itemadapter`_ library:
:ref:`dictionaries <dict-items>`, :ref:`Item objects <item-objects>`,
:ref:`dataclass objects <dataclass-items>`, and :ref:`attrs objects <attrs-items>`.
.. _itemadapter: https://github.com/scrapy/itemadapter
.. _dict-items:
Dictionaries
------------
As an item type, :class:`dict` is convenient and familiar.
.. _item-objects:
Item objects
------------
:class:`Item` provides a :class:`dict`-like API plus additional features that
make it the most feature-complete item type:
.. class:: scrapy.item.Item([arg])
.. class:: scrapy.Item([arg])
:class:`Item` objects replicate the standard :class:`dict` API, including
its ``__init__`` method.
:class:`Item` allows defining field names, so that:
- :class:`KeyError` is raised when using undefined field names (i.e.
prevents typos going unnoticed)
- :ref:`Item exporters <topics-exporters>` can export all fields by
default even if the first scraped object does not have values for all
of them
:class:`Item` also allows defining field metadata, which can be used to
:ref:`customize serialization <topics-exporters-field-serialization>`.
:mod:`trackref` tracks :class:`Item` objects to help find memory leaks
(see :ref:`topics-leaks-trackrefs`).
:class:`Item` objects also provide the following additional API members:
.. automethod:: copy
.. automethod:: deepcopy
.. attribute:: fields
A dictionary containing *all declared fields* for this Item, not only
those populated. The keys are the field names and the values are the
:class:`Field` objects used in the :ref:`Item declaration
<topics-items-declaring>`.
Example::
from scrapy.item import Item, Field
class CustomItem(Item):
one_field = Field()
another_field = Field()
.. _dataclass-items:
Dataclass objects
-----------------
.. versionadded:: 2.2
:func:`~dataclasses.dataclass` allows defining item classes with field names,
so that :ref:`item exporters <topics-exporters>` can export all fields by
default even if the first scraped object does not have values for all of them.
Additionally, ``dataclass`` items also allow to:
* define the type and default value of each defined field.
* define custom field metadata through :func:`dataclasses.field`, which can be used to
:ref:`customize serialization <topics-exporters-field-serialization>`.
They work natively in Python 3.7 or later, or using the `dataclasses
backport`_ in Python 3.6.
.. _dataclasses backport: https://pypi.org/project/dataclasses/
Example::
from dataclasses import dataclass
@dataclass
class CustomItem:
one_field: str
another_field: int
.. note:: Field types are not enforced at run time.
.. _attrs-items:
attr.s objects
--------------
.. versionadded:: 2.2
:func:`attr.s` allows defining item classes with field names,
so that :ref:`item exporters <topics-exporters>` can export all fields by
default even if the first scraped object does not have values for all of them.
Additionally, ``attr.s`` items also allow to:
* define the type and default value of each defined field.
* define custom field :ref:`metadata <attrs:metadata>`, which can be used to
:ref:`customize serialization <topics-exporters-field-serialization>`.
In order to use this type, the :doc:`attrs package <attrs:index>` needs to be installed.
Example::
import attr
@attr.s
class CustomItem:
one_field = attr.ib()
another_field = attr.ib()
Working with Item objects
=========================
.. _topics-items-declaring:
Declaring Items
===============
Declaring Item subclasses
-------------------------
Items are declared using a simple class definition syntax and :class:`Field`
objects. Here is an example::
Item subclasses are declared using a simple class definition syntax and
:class:`Field` objects. Here is an example::
import scrapy
@ -40,6 +165,7 @@ objects. Here is an example::
name = scrapy.Field()
price = scrapy.Field()
stock = scrapy.Field()
tags = scrapy.Field()
last_updated = scrapy.Field(serializer=str)
.. note:: Those familiar with `Django`_ will notice that Scrapy Items are
@ -49,10 +175,11 @@ objects. Here is an example::
.. _Django: https://www.djangoproject.com/
.. _Django Models: https://docs.djangoproject.com/en/dev/topics/db/models/
.. _topics-items-fields:
Item Fields
===========
Declaring fields
----------------
:class:`Field` objects are used to specify metadata for each field. For
example, the serializer function for the ``last_updated`` field illustrated in
@ -73,118 +200,154 @@ It's important to note that the :class:`Field` objects used to declare the item
do not stay assigned as class attributes. Instead, they can be accessed through
the :attr:`Item.fields` attribute.
Working with Items
==================
.. class:: scrapy.item.Field([arg])
.. class:: scrapy.Field([arg])
The :class:`Field` class is just an alias to the built-in :class:`dict` class and
doesn't provide any extra functionality or attributes. In other words,
:class:`Field` objects are plain-old Python dicts. A separate class is used
to support the :ref:`item declaration syntax <topics-items-declaring>`
based on class attributes.
.. note:: Field metadata can also be declared for ``dataclass`` and ``attrs``
items. Please refer to the documentation for `dataclasses.field`_ and
`attr.ib`_ for additional information.
.. _dataclasses.field: https://docs.python.org/3/library/dataclasses.html#dataclasses.field
.. _attr.ib: https://www.attrs.org/en/stable/api.html#attr.ib
Working with Item objects
-------------------------
Here are some examples of common tasks performed with items, using the
``Product`` item :ref:`declared above <topics-items-declaring>`. You will
notice the API is very similar to the `dict API`_.
notice the API is very similar to the :class:`dict` API.
Creating items
--------------
''''''''''''''
::
>>> product = Product(name='Desktop PC', price=1000)
>>> print(product)
Product(name='Desktop PC', price=1000)
>>> product = Product(name='Desktop PC', price=1000)
>>> print product
Product(name='Desktop PC', price=1000)
Getting field values
--------------------
''''''''''''''''''''
::
>>> product['name']
Desktop PC
>>> product.get('name')
Desktop PC
>>> product['name']
Desktop PC
>>> product.get('name')
Desktop PC
>>> product['price']
1000
>>> product['price']
1000
>>> product['last_updated']
Traceback (most recent call last):
...
KeyError: 'last_updated'
>>> product['last_updated']
Traceback (most recent call last):
...
KeyError: 'last_updated'
>>> product.get('last_updated', 'not set')
not set
>>> product.get('last_updated', 'not set')
not set
>>> product['lala'] # getting unknown field
Traceback (most recent call last):
...
KeyError: 'lala'
>>> product['lala'] # getting unknown field
Traceback (most recent call last):
...
KeyError: 'lala'
>>> product.get('lala', 'unknown field')
'unknown field'
>>> product.get('lala', 'unknown field')
'unknown field'
>>> 'name' in product # is name field populated?
True
>>> 'name' in product # is name field populated?
True
>>> 'last_updated' in product # is last_updated populated?
False
>>> 'last_updated' in product # is last_updated populated?
False
>>> 'last_updated' in product.fields # is last_updated a declared field?
True
>>> 'last_updated' in product.fields # is last_updated a declared field?
True
>>> 'lala' in product.fields # is lala a declared field?
False
>>> 'lala' in product.fields # is lala a declared field?
False
Setting field values
--------------------
''''''''''''''''''''
::
>>> product['last_updated'] = 'today'
>>> product['last_updated']
today
>>> product['last_updated'] = 'today'
>>> product['last_updated']
today
>>> product['lala'] = 'test' # setting unknown field
Traceback (most recent call last):
...
KeyError: 'Product does not support field: lala'
>>> product['lala'] = 'test' # setting unknown field
Traceback (most recent call last):
...
KeyError: 'Product does not support field: lala'
Accessing all populated values
------------------------------
''''''''''''''''''''''''''''''
To access all populated values, just use the typical `dict API`_::
To access all populated values, just use the typical :class:`dict` API:
>>> product.keys()
['price', 'name']
>>> product.keys()
['price', 'name']
>>> product.items()
[('price', 1000), ('name', 'Desktop PC')]
.. _copying-items:
Copying items
'''''''''''''
To copy an item, you must first decide whether you want a shallow copy or a
deep copy.
If your item contains :term:`mutable` values like lists or dictionaries,
a shallow copy will keep references to the same mutable values across all
different copies.
For example, if you have an item with a list of tags, and you create a shallow
copy of that item, both the original item and the copy have the same list of
tags. Adding a tag to the list of one of the items will add the tag to the
other item as well.
If that is not the desired behavior, use a deep copy instead.
See :mod:`copy` for more information.
To create a shallow copy of an item, you can either call
:meth:`~scrapy.Item.copy` on an existing item
(``product2 = product.copy()``) or instantiate your item class from an existing
item (``product2 = Product(product)``).
To create a deep copy, call :meth:`~scrapy.Item.deepcopy` instead
(``product2 = product.deepcopy()``).
>>> product.items()
[('price', 1000), ('name', 'Desktop PC')]
Other common tasks
------------------
''''''''''''''''''
Copying items::
Creating dicts from items:
>>> product2 = Product(product)
>>> print product2
Product(name='Desktop PC', price=1000)
>>> dict(product) # create a dict from all populated values
{'price': 1000, 'name': 'Desktop PC'}
>>> product3 = product2.copy()
>>> print product3
Product(name='Desktop PC', price=1000)
Creating items from dicts:
Creating dicts from items::
>>> Product({'name': 'Laptop PC', 'price': 1500})
Product(price=1500, name='Laptop PC')
>>> dict(product) # create a dict from all populated values
{'price': 1000, 'name': 'Desktop PC'}
>>> Product({'name': 'Laptop PC', 'lala': 1500}) # warning: unknown field in dict
Traceback (most recent call last):
...
KeyError: 'Product does not support field: lala'
Creating items from dicts::
>>> Product({'name': 'Laptop PC', 'price': 1500})
Product(price=1500, name='Laptop PC')
>>> Product({'name': 'Laptop PC', 'lala': 1500}) # warning: unknown field in dict
Traceback (most recent call last):
...
KeyError: 'Product does not support field: lala'
Extending Items
===============
Extending Item subclasses
-------------------------
You can extend Items (to add more fields or to change some metadata for some
fields) by declaring a subclass of your original Item.
@ -204,36 +367,25 @@ appending more values, or changing existing values, like this::
That adds (or replaces) the ``serializer`` metadata key for the ``name`` field,
keeping all the previously existing metadata values.
Item objects
============
.. class:: Item([arg])
.. _supporting-item-types:
Return a new Item optionally initialized from the given argument.
Supporting All Item Types
=========================
Items replicate the standard `dict API`_, including its constructor. The
only additional attribute provided by Items is:
In code that receives an item, such as methods of :ref:`item pipelines
<topics-item-pipeline>` or :ref:`spider middlewares
<topics-spider-middleware>`, it is a good practice to use the
:class:`~itemadapter.ItemAdapter` class and the
:func:`~itemadapter.is_item` function to write code that works for
any :ref:`supported item type <item-types>`:
.. attribute:: fields
.. autoclass:: itemadapter.ItemAdapter
A dictionary containing *all declared fields* for this Item, not only
those populated. The keys are the field names and the values are the
:class:`Field` objects used in the :ref:`Item declaration
<topics-items-declaring>`.
.. _dict API: https://docs.python.org/2/library/stdtypes.html#dict
Field objects
=============
.. class:: Field([arg])
The :class:`Field` class is just an alias to the built-in `dict`_ class and
doesn't provide any extra functionality or attributes. In other words,
:class:`Field` objects are plain-old Python dicts. A separate class is used
to support the :ref:`item declaration syntax <topics-items-declaring>`
based on class attributes.
.. _dict: https://docs.python.org/2/library/stdtypes.html#dict
.. autofunction:: itemadapter.is_item
Other classes related to items
==============================
.. autoclass:: ItemMeta

View File

@ -22,7 +22,7 @@ Job directory
To enable persistence support you just need to define a *job directory* through
the ``JOBDIR`` setting. This directory will be for storing all required data to
keep the state of a single job (ie. a spider run). It's important to note that
keep the state of a single job (i.e. a spider run). It's important to note that
this directory must not be shared by different spiders, or even different
jobs/runs of the same spider, as it's meant to be used for storing the state of
a *single* job.
@ -30,7 +30,7 @@ a *single* job.
How to use it
=============
To start a spider with persistence supported enabled, run it like this::
To start a spider with persistence support enabled, run it like this::
scrapy crawl somespider -s JOBDIR=crawls/somespider-1
@ -39,6 +39,8 @@ a signal), and resume it later by issuing the same command::
scrapy crawl somespider -s JOBDIR=crawls/somespider-1
.. _topics-keeping-persistent-state-between-batches:
Keeping persistent state between batches
========================================
@ -65,39 +67,20 @@ Cookies expiration
------------------
Cookies may expire. So, if you don't resume your spider quickly the requests
scheduled may no longer work. This won't be an issue if you spider doesn't rely
scheduled may no longer work. This won't be an issue if your spider doesn't rely
on cookies.
.. _request-serialization:
Request serialization
---------------------
Requests must be serializable by the `pickle` module, in order for persistence
to work, so you should make sure that your requests are serializable.
The most common issue here is to use ``lambda`` functions on request callbacks that
can't be persisted.
So, for example, this won't work::
def some_callback(self, response):
somearg = 'test'
return scrapy.Request('http://www.example.com', callback=lambda r: self.other_callback(r, somearg))
def other_callback(self, response, somearg):
print "the argument passed is:", somearg
But this will::
def some_callback(self, response):
somearg = 'test'
return scrapy.Request('http://www.example.com', callback=self.other_callback, meta={'somearg': somearg})
def other_callback(self, response):
somearg = response.meta['somearg']
print "the argument passed is:", somearg
For persistence to work, :class:`~scrapy.Request` objects must be
serializable with :mod:`pickle`, except for the ``callback`` and ``errback``
values passed to their ``__init__`` method, which must be methods of the
running :class:`~scrapy.Spider` class.
If you wish to log the requests that couldn't be serialized, you can set the
:setting:`SCHEDULER_DEBUG` setting to ``True`` in the project's settings page.
It is ``False`` by default.
.. _pickle: https://docs.python.org/library/pickle.html

View File

@ -4,7 +4,7 @@
Debugging memory leaks
======================
In Scrapy, objects such as Requests, Responses and Items have a finite
In Scrapy, objects such as requests, responses and items have a finite
lifetime: they are created, used for a while, and finally destroyed.
From all those objects, the Request is probably the one with the longest
@ -17,8 +17,8 @@ what is known as a "memory leak".
To help debugging memory leaks, Scrapy provides a built-in mechanism for
tracking objects references called :ref:`trackref <topics-leaks-trackrefs>`,
and you can also use a third-party library called :ref:`Guppy
<topics-leaks-guppy>` for more advanced memory debugging (see below for more
and you can also use a third-party library called :ref:`muppy
<topics-leaks-muppy>` for more advanced memory debugging (see below for more
info). Both mechanisms must be used from the :ref:`Telnet Console
<topics-telnetconsole>`.
@ -27,10 +27,11 @@ Common causes of memory leaks
It happens quite often (sometimes by accident, sometimes on purpose) that the
Scrapy developer passes objects referenced in Requests (for example, using the
:attr:`~scrapy.http.Request.meta` attribute or the request callback function)
and that effectively bounds the lifetime of those referenced objects to the
lifetime of the Request. This is, by far, the most common cause of memory leaks
in Scrapy projects, and a quite difficult one to debug for newcomers.
:attr:`~scrapy.Request.cb_kwargs` or :attr:`~scrapy.Request.meta`
attributes or the request callback function) and that effectively bounds the
lifetime of those referenced objects to the lifetime of the Request. This is,
by far, the most common cause of memory leaks in Scrapy projects, and a quite
difficult one to debug for newcomers.
In big projects, the spiders are typically written by different people and some
of those spiders could be "leaking" and thus affecting the rest of the other
@ -47,8 +48,9 @@ Too Many Requests?
------------------
By default Scrapy keeps the request queue in memory; it includes
:class:`~scrapy.http.Request` objects and all objects
referenced in Request attributes (e.g. in :attr:`~scrapy.http.Request.meta`).
:class:`~scrapy.Request` objects and all objects
referenced in Request attributes (e.g. in :attr:`~scrapy.Request.cb_kwargs`
and :attr:`~scrapy.Request.meta`).
While not necessarily a leak, this can take a lot of memory. Enabling
:ref:`persistent job queue <topics-jobs>` could help keeping memory usage
in control.
@ -59,8 +61,8 @@ Debugging memory leaks with ``trackref``
========================================
:mod:`trackref` is a module provided by Scrapy to debug the most common cases of
memory leaks. It basically tracks the references to all live Requests,
Responses, Item and Selector objects.
memory leaks. It basically tracks the references to all live Request,
Response, Item, Spider and Selector objects.
You can enter the telnet console and inspect how many objects (of the classes
mentioned above) are currently alive using the ``prefs()`` function which is an
@ -88,11 +90,11 @@ Which objects are tracked?
The objects tracked by ``trackrefs`` are all from these classes (and all its
subclasses):
* :class:`scrapy.http.Request`
* :class:`scrapy.Request`
* :class:`scrapy.http.Response`
* :class:`scrapy.item.Item`
* :class:`scrapy.selector.Selector`
* :class:`scrapy.spiders.Spider`
* :class:`scrapy.Item`
* :class:`scrapy.Selector`
* :class:`scrapy.Spider`
A real example
--------------
@ -100,15 +102,15 @@ A real example
Let's see a concrete example of a hypothetical case of memory leaks.
Suppose we have some spider with a line similar to this one::
return Request("http://www.somenastyspider.com/product.php?pid=%d" % product_id,
callback=self.parse, meta={referer: response})
return Request(f"http://www.somenastyspider.com/product.php?pid={product_id}",
callback=self.parse, cb_kwargs={'referer': response})
That line is passing a response reference inside a request which effectively
ties the response lifetime to the requests' one, and that would definitely
cause memory leaks.
Let's see how we can discover the cause (without knowing it
a-priori, of course) by using the ``trackref`` tool.
a priori, of course) by using the ``trackref`` tool.
After the crawler is running for a few minutes and we notice its memory usage
has grown a lot, we can enter its telnet console and check the live
@ -130,21 +132,21 @@ and check the code of the spider to discover the nasty line that is
generating the leaks (passing response references inside requests).
Sometimes extra information about live objects can be helpful.
Let's check the oldest response::
Let's check the oldest response:
>>> from scrapy.utils.trackref import get_oldest
>>> r = get_oldest('HtmlResponse')
>>> r.url
'http://www.somenastyspider.com/product.php?pid=123'
>>> from scrapy.utils.trackref import get_oldest
>>> r = get_oldest('HtmlResponse')
>>> r.url
'http://www.somenastyspider.com/product.php?pid=123'
If you want to iterate over all objects, instead of getting the oldest one, you
can use the :func:`scrapy.utils.trackref.iter_all` function::
can use the :func:`scrapy.utils.trackref.iter_all` function:
>>> from scrapy.utils.trackref import iter_all
>>> [r.url for r in iter_all('HtmlResponse')]
['http://www.somenastyspider.com/product.php?pid=123',
'http://www.somenastyspider.com/product.php?pid=584',
...
>>> from scrapy.utils.trackref import iter_all
>>> [r.url for r in iter_all('HtmlResponse')]
['http://www.somenastyspider.com/product.php?pid=123',
'http://www.somenastyspider.com/product.php?pid=584',
...]
Too many spiders?
-----------------
@ -153,10 +155,10 @@ If your project has too many spiders executed in parallel,
the output of :func:`prefs()` can be difficult to read.
For this reason, that function has a ``ignore`` argument which can be used to
ignore a particular class (and all its subclases). For
example, this won't show any live references to spiders::
example, this won't show any live references to spiders:
>>> from scrapy.spiders import Spider
>>> prefs(ignore=Spider)
>>> from scrapy.spiders import Spider
>>> prefs(ignore=Spider)
.. module:: scrapy.utils.trackref
:synopsis: Track references of live objects
@ -168,7 +170,7 @@ Here are the functions available in the :mod:`~scrapy.utils.trackref` module.
.. class:: object_ref
Inherit from this class (instead of object) if you want to track live
Inherit from this class if you want to track live
instances with the ``trackref`` module.
.. function:: print_live_refs(class_name, ignore=NoneType)
@ -177,7 +179,7 @@ Here are the functions available in the :mod:`~scrapy.utils.trackref` module.
:param ignore: if given, all objects from the specified class (or tuple of
classes) will be ignored.
:type ignore: class or classes tuple
:type ignore: type or tuple
.. function:: get_oldest(class_name)
@ -191,67 +193,57 @@ Here are the functions available in the :mod:`~scrapy.utils.trackref` module.
``None`` if none is found. Use :func:`print_live_refs` first to get a list
of all tracked live objects per class name.
.. _topics-leaks-guppy:
.. _topics-leaks-muppy:
Debugging memory leaks with Guppy
Debugging memory leaks with muppy
=================================
``trackref`` provides a very convenient mechanism for tracking down memory
leaks, but it only keeps track of the objects that are more likely to cause
memory leaks (Requests, Responses, Items, and Selectors). However, there are
other cases where the memory leaks could come from other (more or less obscure)
objects. If this is your case, and you can't find your leaks using ``trackref``,
you still have another resource: the `Guppy library`_.
memory leaks. However, there are other cases where the memory leaks could come
from other (more or less obscure) objects. If this is your case, and you can't
find your leaks using ``trackref``, you still have another resource: the muppy
library.
.. _Guppy library: https://pypi.python.org/pypi/guppy
You can use muppy from `Pympler`_.
If you use ``pip``, you can install Guppy with the following command::
.. _Pympler: https://pypi.org/project/Pympler/
pip install guppy
If you use ``pip``, you can install muppy with the following command::
The telnet console also comes with a built-in shortcut (``hpy``) for accessing
Guppy heap objects. Here's an example to view all Python objects available in
the heap using Guppy::
pip install Pympler
>>> x = hpy.heap()
>>> x.bytype
Partition of a set of 297033 objects. Total size = 52587824 bytes.
Index Count % Size % Cumulative % Type
0 22307 8 16423880 31 16423880 31 dict
1 122285 41 12441544 24 28865424 55 str
2 68346 23 5966696 11 34832120 66 tuple
3 227 0 5836528 11 40668648 77 unicode
4 2461 1 2222272 4 42890920 82 type
5 16870 6 2024400 4 44915320 85 function
6 13949 5 1673880 3 46589200 89 types.CodeType
7 13422 5 1653104 3 48242304 92 list
8 3735 1 1173680 2 49415984 94 _sre.SRE_Pattern
9 1209 0 456936 1 49872920 95 scrapy.http.headers.Headers
<1676 more rows. Type e.g. '_.more' to view.>
Here's an example to view all Python objects available in
the heap using muppy:
You can see that most space is used by dicts. Then, if you want to see from
which attribute those dicts are referenced, you could do::
>>> from pympler import muppy
>>> all_objects = muppy.get_objects()
>>> len(all_objects)
28667
>>> from pympler import summary
>>> suml = summary.summarize(all_objects)
>>> summary.print_(suml)
types | # objects | total size
==================================== | =========== | ============
<class 'str | 9822 | 1.10 MB
<class 'dict | 1658 | 856.62 KB
<class 'type | 436 | 443.60 KB
<class 'code | 2974 | 419.56 KB
<class '_io.BufferedWriter | 2 | 256.34 KB
<class 'set | 420 | 159.88 KB
<class '_io.BufferedReader | 1 | 128.17 KB
<class 'wrapper_descriptor | 1130 | 88.28 KB
<class 'tuple | 1304 | 86.57 KB
<class 'weakref | 1013 | 79.14 KB
<class 'builtin_function_or_method | 958 | 67.36 KB
<class 'method_descriptor | 865 | 60.82 KB
<class 'abc.ABCMeta | 62 | 59.96 KB
<class 'list | 446 | 58.52 KB
<class 'int | 1425 | 43.20 KB
>>> x.bytype[0].byvia
Partition of a set of 22307 objects. Total size = 16423880 bytes.
Index Count % Size % Cumulative % Referred Via:
0 10982 49 9416336 57 9416336 57 '.__dict__'
1 1820 8 2681504 16 12097840 74 '.__dict__', '.func_globals'
2 3097 14 1122904 7 13220744 80
3 990 4 277200 2 13497944 82 "['cookies']"
4 987 4 276360 2 13774304 84 "['cache']"
5 985 4 275800 2 14050104 86 "['meta']"
6 897 4 251160 2 14301264 87 '[2]'
7 1 0 196888 1 14498152 88 "['moduleDict']", "['modules']"
8 672 3 188160 1 14686312 89 "['cb_kwargs']"
9 27 0 155016 1 14841328 90 '[1]'
<333 more rows. Type e.g. '_.more' to view.>
For more info about muppy, refer to the `muppy documentation`_.
As you can see, the Guppy module is very powerful but also requires some deep
knowledge about Python internals. For more info about Guppy, refer to the
`Guppy documentation`_.
.. _Guppy documentation: http://guppy-pe.sourceforge.net/
.. _muppy documentation: https://pythonhosted.org/Pympler/muppy.html
.. _topics-leaks-without-leaks:
@ -264,9 +256,9 @@ though neither Scrapy nor your project are leaking memory. This is due to a
(not so well) known problem of Python, which may not return released memory to
the operating system in some cases. For more information on this issue see:
* `Python Memory Management <http://www.evanjones.ca/python-memory.html>`_
* `Python Memory Management Part 2 <http://www.evanjones.ca/python-memory-part2.html>`_
* `Python Memory Management Part 3 <http://www.evanjones.ca/python-memory-part3.html>`_
* `Python Memory Management <https://www.evanjones.ca/python-memory.html>`_
* `Python Memory Management Part 2 <https://www.evanjones.ca/python-memory-part2.html>`_
* `Python Memory Management Part 3 <https://www.evanjones.ca/python-memory-part3.html>`_
The improvements proposed by Evan Jones, which are detailed in `this paper`_,
got merged in Python 2.5, but this only reduces the problem, it doesn't fix it
@ -280,7 +272,7 @@ completely. To quote the paper:
to move to a compacting garbage collector, which is able to move objects in
memory. This would require significant changes to the Python interpreter.*
.. _this paper: http://www.evanjones.ca/memoryallocator/
.. _this paper: https://www.evanjones.ca/memoryallocator/
To keep memory consumption reasonable you can split the job into several
smaller jobs or enable :ref:`persistent job queue <topics-jobs>`

View File

@ -4,46 +4,40 @@
Link Extractors
===============
Link extractors are objects whose only purpose is to extract links from web
pages (:class:`scrapy.http.Response` objects) which will be eventually
followed.
A link extractor is an object that extracts links from responses.
There is ``scrapy.linkextractors.LinkExtractor`` available
in Scrapy, but you can create your own custom Link Extractors to suit your
needs by implementing a simple interface.
The ``__init__`` method of
:class:`~scrapy.linkextractors.lxmlhtml.LxmlLinkExtractor` takes settings that
determine which links may be extracted. :class:`LxmlLinkExtractor.extract_links
<scrapy.linkextractors.lxmlhtml.LxmlLinkExtractor.extract_links>` returns a
list of matching :class:`~scrapy.link.Link` objects from a
:class:`~scrapy.http.Response` object.
The only public method that every link extractor has is ``extract_links``,
which receives a :class:`~scrapy.http.Response` object and returns a list
of :class:`scrapy.link.Link` objects. Link extractors are meant to be
instantiated once and their ``extract_links`` method called several times
with different responses to extract links to follow.
Link extractors are used in :class:`~scrapy.spiders.CrawlSpider` spiders
through a set of :class:`~scrapy.spiders.Rule` objects.
Link extractors are used in the :class:`~scrapy.spiders.CrawlSpider`
class (available in Scrapy), through a set of rules, but you can also use it in
your spiders, even if you don't subclass from
:class:`~scrapy.spiders.CrawlSpider`, as its purpose is very simple: to
extract links.
You can also use link extractors in regular spiders. For example, you can instantiate
:class:`LinkExtractor <scrapy.linkextractors.lxmlhtml.LxmlLinkExtractor>` into a class
variable in your spider, and use it from your spider callbacks::
def parse(self, response):
for link in self.link_extractor.extract_links(response):
yield Request(link.url, callback=self.parse)
.. _topics-link-extractors-ref:
Built-in link extractors reference
==================================
Link extractor reference
========================
.. module:: scrapy.linkextractors
:synopsis: Link extractors classes
Link extractors classes bundled with Scrapy are provided in the
:mod:`scrapy.linkextractors` module.
The default link extractor is ``LinkExtractor``, which is the same as
:class:`~.LxmlLinkExtractor`::
The link extractor class is
:class:`scrapy.linkextractors.lxmlhtml.LxmlLinkExtractor`. For convenience it
can also be imported as ``scrapy.linkextractors.LinkExtractor``::
from scrapy.linkextractors import LinkExtractor
There used to be other link extractor classes in previous Scrapy versions,
but they are deprecated now.
LxmlLinkExtractor
-----------------
@ -59,13 +53,13 @@ LxmlLinkExtractor
:param allow: a single regular expression (or list of regular expressions)
that the (absolute) urls must match in order to be extracted. If not
given (or empty), it will match all links.
:type allow: a regular expression (or list of)
:type allow: str or list
:param deny: a single regular expression (or list of regular expressions)
that the (absolute) urls must match in order to be excluded (ie. not
that the (absolute) urls must match in order to be excluded (i.e. not
extracted). It has precedence over the ``allow`` parameter. If not
given (or empty) it won't exclude any links.
:type deny: a regular expression (or list of)
:type deny: str or list
:param allow_domains: a single value or a list of string containing
domains which will be considered for extracting the links
@ -77,9 +71,13 @@ LxmlLinkExtractor
:param deny_extensions: a single value or list of strings containing
extensions that should be ignored when extracting links.
If not given, it will default to the
``IGNORED_EXTENSIONS`` list defined in the
`scrapy.linkextractors`_ package.
If not given, it will default to
:data:`scrapy.linkextractors.IGNORED_EXTENSIONS`.
.. versionchanged:: 2.0
:data:`~scrapy.linkextractors.IGNORED_EXTENSIONS` now includes
``7z``, ``7zip``, ``apk``, ``bz2``, ``cdr``, ``dmg``, ``ico``,
``iso``, ``tar``, ``tar.gz``, ``webm``, and ``xz``.
:type deny_extensions: list
:param restrict_xpaths: is an XPath (or list of XPath's) which defines
@ -93,6 +91,12 @@ LxmlLinkExtractor
Has the same behaviour as ``restrict_xpaths``.
:type restrict_css: str or list
:param restrict_text: a single regular expression (or list of regular expressions)
that the link's text must match in order to be extracted. If not
given (or empty), it will match all links. If a list of regular expressions is
given, the link will be extracted if it matches at least one.
:type restrict_text: str or list
:param tags: a tag or a list of tags to consider when extracting links.
Defaults to ``('a', 'area')``.
:type tags: str or list
@ -109,11 +113,11 @@ LxmlLinkExtractor
different for requests with canonicalized and raw URLs. If you're
using LinkExtractor to follow links it is more robust to
keep the default ``canonicalize=False``.
:type canonicalize: boolean
:type canonicalize: bool
:param unique: whether duplicate filtering should be applied to extracted
links.
:type unique: boolean
:type unique: bool
:param process_value: a function which receives each value extracted from
the tag and attributes scanned and can modify the value and return a
@ -135,7 +139,7 @@ LxmlLinkExtractor
if m:
return m.group(1)
:type process_value: callable
:type process_value: collections.abc.Callable
:param strip: whether to strip whitespaces from extracted attributes.
According to HTML5 standard, leading and trailing whitespaces
@ -144,6 +148,16 @@ LxmlLinkExtractor
elements, etc., so LinkExtractor strips space chars by default.
Set ``strip=False`` to turn it off (e.g. if you're extracting urls
from elements or attributes which allow leading/trailing whitespaces).
:type strip: boolean
:type strip: bool
.. automethod:: extract_links
Link
----
.. module:: scrapy.link
:synopsis: Link from link extractors
.. autoclass:: Link
.. _scrapy.linkextractors: https://github.com/scrapy/scrapy/blob/master/scrapy/linkextractors/__init__.py

View File

@ -7,13 +7,12 @@ Item Loaders
.. module:: scrapy.loader
:synopsis: Item Loader class
Item Loaders provide a convenient mechanism for populating scraped :ref:`Items
<topics-items>`. Even though Items can be populated using their own
dictionary-like API, Item Loaders provide a much more convenient API for
populating them from a scraping process, by automating some common tasks like
parsing the raw extracted data before assigning it.
Item Loaders provide a convenient mechanism for populating scraped :ref:`items
<topics-items>`. Even though items can be populated directly, Item Loaders provide a
much more convenient API for populating them from a scraping process, by automating
some common tasks like parsing the raw extracted data before assigning it.
In other words, :ref:`Items <topics-items>` provide the *container* of
In other words, :ref:`items <topics-items>` provide the *container* of
scraped data, while Item Loaders provide the mechanism for *populating* that
container.
@ -21,20 +20,30 @@ Item Loaders are designed to provide a flexible, efficient and easy mechanism
for extending and overriding different field parsing rules, either by spider,
or by source format (HTML, XML, etc) without becoming a nightmare to maintain.
.. note:: Item Loaders are an extension of the itemloaders_ library that make it
easier to work with Scrapy by adding support for
:ref:`responses <topics-request-response>`.
Using Item Loaders to populate items
====================================
To use an Item Loader, you must first instantiate it. You can either
instantiate it with a dict-like object (e.g. Item or dict) or without one, in
which case an Item is automatically instantiated in the Item Loader constructor
using the Item class specified in the :attr:`ItemLoader.default_item_class`
attribute.
instantiate it with an :ref:`item object <topics-items>` or without one, in which
case an :ref:`item object <topics-items>` is automatically created in the
Item Loader ``__init__`` method using the :ref:`item <topics-items>` class
specified in the :attr:`ItemLoader.default_item_class` attribute.
Then, you start collecting values into the Item Loader, typically using
:ref:`Selectors <topics-selectors>`. You can add more than one value to
the same item field; the Item Loader will know how to "join" those values later
using a proper processing function.
.. note:: Collected data is internally stored as lists,
allowing to add several values to the same field.
If an ``item`` argument is passed when creating a loader,
each of the item's values will be stored as-is if it's already
an iterable, or wrapped with a list if it's a single value.
Here is a typical Item Loader usage in a :ref:`Spider <topics-spiders>`, using
the :ref:`Product item <topics-items-declaring>` declared in the :ref:`Items
chapter <topics-items>`::
@ -47,7 +56,7 @@ chapter <topics-items>`::
l.add_xpath('name', '//div[@class="product_name"]')
l.add_xpath('name', '//div[@class="product_title"]')
l.add_xpath('price', '//p[@id="price"]')
l.add_css('stock', 'p#stock]')
l.add_css('stock', 'p#stock')
l.add_value('last_updated', 'today') # you can also use literal values
return l.load_item()
@ -71,6 +80,31 @@ called which actually returns the item populated with the data
previously extracted and collected with the :meth:`~ItemLoader.add_xpath`,
:meth:`~ItemLoader.add_css`, and :meth:`~ItemLoader.add_value` calls.
.. _topics-loaders-dataclass:
Working with dataclass items
============================
By default, :ref:`dataclass items <dataclass-items>` require all fields to be
passed when created. This could be an issue when using dataclass items with
item loaders: unless a pre-populated item is passed to the loader, fields
will be populated incrementally using the loader's :meth:`~ItemLoader.add_xpath`,
:meth:`~ItemLoader.add_css` and :meth:`~ItemLoader.add_value` methods.
One approach to overcome this is to define items using the
:func:`~dataclasses.field` function, with a ``default`` argument::
from dataclasses import dataclass, field
from typing import Optional
@dataclass
class InventoryItem:
name: Optional[str] = field(default=None)
price: Optional[float] = field(default=None)
stock: Optional[int] = field(default=None)
.. _topics-loaders-processors:
Input and Output processors
@ -82,7 +116,7 @@ received (through the :meth:`~ItemLoader.add_xpath`, :meth:`~ItemLoader.add_css`
:meth:`~ItemLoader.add_value` methods) and the result of the input processor is
collected and kept inside the ItemLoader. After collecting all data, the
:meth:`ItemLoader.load_item` method is called to populate and get the populated
:class:`~scrapy.item.Item` object. That's when the output processor is
:ref:`item object <topics-items>`. That's when the output processor is
called with the data previously collected (and processed using the input
processor). The result of the output processor is the final value that gets
assigned to the item.
@ -128,9 +162,12 @@ So what happens is:
It's worth noticing that processors are just callable objects, which are called
with the data to be parsed, and return a parsed value. So you can use any
function as input or output processor. The only requirement is that they must
accept one (and only one) positional argument, which will be an iterator.
accept one (and only one) positional argument, which will be an iterable.
.. note:: Both input and output processors must receive an iterator as their
.. versionchanged:: 2.0
Processors no longer need to be methods.
.. note:: Both input and output processors must receive an iterable as their
first argument. The output of those functions can be anything. The result of
input processors will be appended to an internal list (in the Loader)
containing the collected values (for that field). The result of the output
@ -140,27 +177,26 @@ The other thing you need to keep in mind is that the values returned by input
processors are collected internally (in lists) and then passed to output
processors to populate the fields.
Last, but not least, Scrapy comes with some :ref:`commonly used processors
<topics-loaders-available-processors>` built-in for convenience.
Last, but not least, itemloaders_ comes with some :ref:`commonly used
processors <itemloaders:built-in-processors>` built-in for convenience.
Declaring Item Loaders
======================
Item Loaders are declared like Items, by using a class definition syntax. Here
is an example::
Item Loaders are declared using a class definition syntax. Here is an example::
from itemloaders.processors import TakeFirst, MapCompose, Join
from scrapy.loader import ItemLoader
from scrapy.loader.processors import TakeFirst, MapCompose, Join
class ProductLoader(ItemLoader):
default_output_processor = TakeFirst()
name_in = MapCompose(unicode.title)
name_in = MapCompose(str.title)
name_out = Join()
price_in = MapCompose(unicode.strip)
price_in = MapCompose(str.strip)
# ...
@ -182,7 +218,7 @@ output processors to use: in the :ref:`Item Field <topics-items-fields>`
metadata. Here is an example::
import scrapy
from scrapy.loader.processors import Join, MapCompose, TakeFirst
from itemloaders.processors import Join, MapCompose, TakeFirst
from w3lib.html import remove_tags
def filter_price(value):
@ -199,14 +235,12 @@ metadata. Here is an example::
output_processor=TakeFirst(),
)
::
>>> from scrapy.loader import ItemLoader
>>> il = ItemLoader(item=Product())
>>> il.add_value('name', [u'Welcome to my', u'<strong>website</strong>'])
>>> il.add_value('price', [u'&euro;', u'<span>1000</span>'])
>>> il.load_item()
{'name': u'Welcome to my website', 'price': u'1000'}
>>> from scrapy.loader import ItemLoader
>>> il = ItemLoader(item=Product())
>>> il.add_value('name', ['Welcome to my', '<strong>website</strong>'])
>>> il.add_value('price', ['&euro;', '<span>1000</span>'])
>>> il.load_item()
{'name': 'Welcome to my website', 'price': '1000'}
The precedence order, for both input and output processors, is as follows:
@ -250,7 +284,7 @@ There are several ways to modify Item Loader context values:
loader.context['unit'] = 'cm'
2. On Item Loader instantiation (the keyword arguments of Item Loader
constructor are stored in the Item Loader context)::
``__init__`` method are stored in the Item Loader context)::
loader = ItemLoader(product, unit='cm')
@ -265,246 +299,9 @@ There are several ways to modify Item Loader context values:
ItemLoader objects
==================
.. class:: ItemLoader([item, selector, response], \**kwargs)
Return a new Item Loader for populating the given Item. If no item is
given, one is instantiated automatically using the class in
:attr:`default_item_class`.
When instantiated with a `selector` or a `response` parameters
the :class:`ItemLoader` class provides convenient mechanisms for extracting
data from web pages using :ref:`selectors <topics-selectors>`.
:param item: The item instance to populate using subsequent calls to
:meth:`~ItemLoader.add_xpath`, :meth:`~ItemLoader.add_css`,
or :meth:`~ItemLoader.add_value`.
:type item: :class:`~scrapy.item.Item` object
:param selector: The selector to extract data from, when using the
:meth:`add_xpath` (resp. :meth:`add_css`) or :meth:`replace_xpath`
(resp. :meth:`replace_css`) method.
:type selector: :class:`~scrapy.selector.Selector` object
:param response: The response used to construct the selector using the
:attr:`default_selector_class`, unless the selector argument is given,
in which case this argument is ignored.
:type response: :class:`~scrapy.http.Response` object
The item, selector, response and the remaining keyword arguments are
assigned to the Loader context (accessible through the :attr:`context` attribute).
:class:`ItemLoader` instances have the following methods:
.. method:: get_value(value, \*processors, \**kwargs)
Process the given ``value`` by the given ``processors`` and keyword
arguments.
Available keyword arguments:
:param re: a regular expression to use for extracting data from the
given value using :meth:`~scrapy.utils.misc.extract_regex` method,
applied before processors
:type re: str or compiled regex
Examples::
>>> from scrapy.loader.processors import TakeFirst
>>> loader.get_value(u'name: foo', TakeFirst(), unicode.upper, re='name: (.+)')
'FOO`
.. method:: add_value(field_name, value, \*processors, \**kwargs)
Process and then add the given ``value`` for the given field.
The value is first passed through :meth:`get_value` by giving the
``processors`` and ``kwargs``, and then passed through the
:ref:`field input processor <topics-loaders-processors>` and its result
appended to the data collected for that field. If the field already
contains collected data, the new data is added.
The given ``field_name`` can be ``None``, in which case values for
multiple fields may be added. And the processed value should be a dict
with field_name mapped to values.
Examples::
loader.add_value('name', u'Color TV')
loader.add_value('colours', [u'white', u'blue'])
loader.add_value('length', u'100')
loader.add_value('name', u'name: foo', TakeFirst(), re='name: (.+)')
loader.add_value(None, {'name': u'foo', 'sex': u'male'})
.. method:: replace_value(field_name, value, \*processors, \**kwargs)
Similar to :meth:`add_value` but replaces the collected data with the
new value instead of adding it.
.. method:: get_xpath(xpath, \*processors, \**kwargs)
Similar to :meth:`ItemLoader.get_value` but receives an XPath instead of a
value, which is used to extract a list of unicode strings from the
selector associated with this :class:`ItemLoader`.
:param xpath: the XPath to extract data from
:type xpath: str
:param re: a regular expression to use for extracting data from the
selected XPath region
:type re: str or compiled regex
Examples::
# HTML snippet: <p class="product-name">Color TV</p>
loader.get_xpath('//p[@class="product-name"]')
# HTML snippet: <p id="price">the price is $1200</p>
loader.get_xpath('//p[@id="price"]', TakeFirst(), re='the price is (.*)')
.. method:: add_xpath(field_name, xpath, \*processors, \**kwargs)
Similar to :meth:`ItemLoader.add_value` but receives an XPath instead of a
value, which is used to extract a list of unicode strings from the
selector associated with this :class:`ItemLoader`.
See :meth:`get_xpath` for ``kwargs``.
:param xpath: the XPath to extract data from
:type xpath: str
Examples::
# HTML snippet: <p class="product-name">Color TV</p>
loader.add_xpath('name', '//p[@class="product-name"]')
# HTML snippet: <p id="price">the price is $1200</p>
loader.add_xpath('price', '//p[@id="price"]', re='the price is (.*)')
.. method:: replace_xpath(field_name, xpath, \*processors, \**kwargs)
Similar to :meth:`add_xpath` but replaces collected data instead of
adding it.
.. method:: get_css(css, \*processors, \**kwargs)
Similar to :meth:`ItemLoader.get_value` but receives a CSS selector
instead of a value, which is used to extract a list of unicode strings
from the selector associated with this :class:`ItemLoader`.
:param css: the CSS selector to extract data from
:type css: str
:param re: a regular expression to use for extracting data from the
selected CSS region
:type re: str or compiled regex
Examples::
# HTML snippet: <p class="product-name">Color TV</p>
loader.get_css('p.product-name')
# HTML snippet: <p id="price">the price is $1200</p>
loader.get_css('p#price', TakeFirst(), re='the price is (.*)')
.. method:: add_css(field_name, css, \*processors, \**kwargs)
Similar to :meth:`ItemLoader.add_value` but receives a CSS selector
instead of a value, which is used to extract a list of unicode strings
from the selector associated with this :class:`ItemLoader`.
See :meth:`get_css` for ``kwargs``.
:param css: the CSS selector to extract data from
:type css: str
Examples::
# HTML snippet: <p class="product-name">Color TV</p>
loader.add_css('name', 'p.product-name')
# HTML snippet: <p id="price">the price is $1200</p>
loader.add_css('price', 'p#price', re='the price is (.*)')
.. method:: replace_css(field_name, css, \*processors, \**kwargs)
Similar to :meth:`add_css` but replaces collected data instead of
adding it.
.. method:: load_item()
Populate the item with the data collected so far, and return it. The
data collected is first passed through the :ref:`output processors
<topics-loaders-processors>` to get the final value to assign to each
item field.
.. method:: nested_xpath(xpath)
Create a nested loader with an xpath selector.
The supplied selector is applied relative to selector associated
with this :class:`ItemLoader`. The nested loader shares the :class:`Item`
with the parent :class:`ItemLoader` so calls to :meth:`add_xpath`,
:meth:`add_value`, :meth:`replace_value`, etc. will behave as expected.
.. method:: nested_css(css)
Create a nested loader with a css selector.
The supplied selector is applied relative to selector associated
with this :class:`ItemLoader`. The nested loader shares the :class:`Item`
with the parent :class:`ItemLoader` so calls to :meth:`add_xpath`,
:meth:`add_value`, :meth:`replace_value`, etc. will behave as expected.
.. method:: get_collected_values(field_name)
Return the collected values for the given field.
.. method:: get_output_value(field_name)
Return the collected values parsed using the output processor, for the
given field. This method doesn't populate or modify the item at all.
.. method:: get_input_processor(field_name)
Return the input processor for the given field.
.. method:: get_output_processor(field_name)
Return the output processor for the given field.
:class:`ItemLoader` instances have the following attributes:
.. attribute:: item
The :class:`~scrapy.item.Item` object being parsed by this Item Loader.
.. attribute:: context
The currently active :ref:`Context <topics-loaders-context>` of this
Item Loader.
.. attribute:: default_item_class
An Item class (or factory), used to instantiate items when not given in
the constructor.
.. attribute:: default_input_processor
The default input processor to use for those fields which don't specify
one.
.. attribute:: default_output_processor
The default output processor to use for those fields which don't specify
one.
.. attribute:: default_selector_class
The class used to construct the :attr:`selector` of this
:class:`ItemLoader`, if only a response is given in the constructor.
If a selector is given in the constructor this attribute is ignored.
This attribute is sometimes overridden in subclasses.
.. attribute:: selector
The :class:`~scrapy.selector.Selector` object to extract data from.
It's either the selector given in the constructor or one created from
the response given in the constructor using the
:attr:`default_selector_class`. This attribute is meant to be
read-only.
.. autoclass:: scrapy.loader.ItemLoader
:members:
:inherited-members:
.. _topics-loaders-nested:
@ -575,7 +372,7 @@ those dashes in the final product names.
Here's how you can remove those dashes by reusing and extending the default
Product Item Loader (``ProductLoader``)::
from scrapy.loader.processors import MapCompose
from itemloaders.processors import MapCompose
from myproject.ItemLoaders import ProductLoader
def strip_dashes(x):
@ -588,7 +385,7 @@ Another case where extending Item Loaders can be very helpful is when you have
multiple source formats, for example XML and HTML. In the XML version you may
want to remove ``CDATA`` occurrences. Here's an example of how to do it::
from scrapy.loader.processors import MapCompose
from itemloaders.processors import MapCompose
from myproject.ItemLoaders import ProductLoader
from myproject.utils.xml import remove_cdata
@ -608,156 +405,5 @@ projects. Scrapy only provides the mechanism; it doesn't impose any specific
organization of your Loaders collection - that's up to you and your project's
needs.
.. _topics-loaders-available-processors:
Available built-in processors
=============================
.. module:: scrapy.loader.processors
:synopsis: A collection of processors to use with Item Loaders
Even though you can use any callable function as input and output processors,
Scrapy provides some commonly used processors, which are described below. Some
of them, like the :class:`MapCompose` (which is typically used as input
processor) compose the output of several functions executed in order, to
produce the final parsed value.
Here is a list of all built-in processors:
.. class:: Identity
The simplest processor, which doesn't do anything. It returns the original
values unchanged. It doesn't receive any constructor arguments, nor does it
accept Loader contexts.
Example::
>>> from scrapy.loader.processors import Identity
>>> proc = Identity()
>>> proc(['one', 'two', 'three'])
['one', 'two', 'three']
.. class:: TakeFirst
Returns the first non-null/non-empty value from the values received,
so it's typically used as an output processor to single-valued fields.
It doesn't receive any constructor arguments, nor does it accept Loader contexts.
Example::
>>> from scrapy.loader.processors import TakeFirst
>>> proc = TakeFirst()
>>> proc(['', 'one', 'two', 'three'])
'one'
.. class:: Join(separator=u' ')
Returns the values joined with the separator given in the constructor, which
defaults to ``u' '``. It doesn't accept Loader contexts.
When using the default separator, this processor is equivalent to the
function: ``u' '.join``
Examples::
>>> from scrapy.loader.processors import Join
>>> proc = Join()
>>> proc(['one', 'two', 'three'])
u'one two three'
>>> proc = Join('<br>')
>>> proc(['one', 'two', 'three'])
u'one<br>two<br>three'
.. class:: Compose(\*functions, \**default_loader_context)
A processor which is constructed from the composition of the given
functions. This means that each input value of this processor is passed to
the first function, and the result of that function is passed to the second
function, and so on, until the last function returns the output value of
this processor.
By default, stop process on ``None`` value. This behaviour can be changed by
passing keyword argument ``stop_on_none=False``.
Example::
>>> from scrapy.loader.processors import Compose
>>> proc = Compose(lambda v: v[0], str.upper)
>>> proc(['hello', 'world'])
'HELLO'
Each function can optionally receive a ``loader_context`` parameter. For
those which do, this processor will pass the currently active :ref:`Loader
context <topics-loaders-context>` through that parameter.
The keyword arguments passed in the constructor are used as the default
Loader context values passed to each function call. However, the final
Loader context values passed to functions are overridden with the currently
active Loader context accessible through the :meth:`ItemLoader.context`
attribute.
.. class:: MapCompose(\*functions, \**default_loader_context)
A processor which is constructed from the composition of the given
functions, similar to the :class:`Compose` processor. The difference with
this processor is the way internal results are passed among functions,
which is as follows:
The input value of this processor is *iterated* and the first function is
applied to each element. The results of these function calls (one for each element)
are concatenated to construct a new iterable, which is then used to apply the
second function, and so on, until the last function is applied to each
value of the list of values collected so far. The output values of the last
function are concatenated together to produce the output of this processor.
Each particular function can return a value or a list of values, which is
flattened with the list of values returned by the same function applied to
the other input values. The functions can also return ``None`` in which
case the output of that function is ignored for further processing over the
chain.
This processor provides a convenient way to compose functions that only
work with single values (instead of iterables). For this reason the
:class:`MapCompose` processor is typically used as input processor, since
data is often extracted using the
:meth:`~scrapy.selector.Selector.extract` method of :ref:`selectors
<topics-selectors>`, which returns a list of unicode strings.
The example below should clarify how it works::
>>> def filter_world(x):
... return None if x == 'world' else x
...
>>> from scrapy.loader.processors import MapCompose
>>> proc = MapCompose(filter_world, unicode.upper)
>>> proc([u'hello', u'world', u'this', u'is', u'scrapy'])
[u'HELLO, u'THIS', u'IS', u'SCRAPY']
As with the Compose processor, functions can receive Loader contexts, and
constructor keyword arguments are used as default context values. See
:class:`Compose` processor for more info.
.. class:: SelectJmes(json_path)
Queries the value using the json path provided to the constructor and returns the output.
Requires jmespath (https://github.com/jmespath/jmespath.py) to run.
This processor takes only one input at a time.
Example::
>>> from scrapy.loader.processors import SelectJmes, Compose, MapCompose
>>> proc = SelectJmes("foo") #for direct use on lists and dictionaries
>>> proc({'foo': 'bar'})
'bar'
>>> proc({'foo': {'bar': 'baz'}})
{'bar': 'baz'}
Working with Json::
>>> import json
>>> proc_single_json_str = Compose(json.loads, SelectJmes("foo"))
>>> proc_single_json_str('{"foo": "bar"}')
u'bar'
>>> proc_json_list = Compose(json.loads, MapCompose(SelectJmes('foo')))
>>> proc_json_list('[{"foo":"bar"}, {"baz":"tar"}]')
[u'bar']
.. _itemloaders: https://itemloaders.readthedocs.io/en/latest/
.. _processors: https://itemloaders.readthedocs.io/en/latest/built-in-processors.html

View File

@ -9,8 +9,7 @@ Logging
explicit calls to the Python standard logging. Keep reading to learn more
about the new logging system.
Scrapy uses `Python's builtin logging system
<https://docs.python.org/3/library/logging.html>`_ for event logging. We'll
Scrapy uses :mod:`logging` for event logging. We'll
provide some simple examples to get you started, but for more advanced
use-cases it's strongly suggested to read thoroughly its documentation.
@ -83,10 +82,10 @@ path::
.. seealso::
Module logging, `HowTo <https://docs.python.org/2/howto/logging.html>`_
Module logging, :doc:`HowTo <howto/logging>`
Basic Logging Tutorial
Module logging, `Loggers <https://docs.python.org/2/library/logging.html#logger-objects>`_
Module logging, :ref:`Loggers <logger>`
Further documentation on loggers
.. _topics-logging-from-spiders:
@ -94,7 +93,7 @@ path::
Logging from Spiders
====================
Scrapy provides a :data:`~scrapy.spiders.Spider.logger` within each Spider
Scrapy provides a :data:`~scrapy.Spider.logger` within each Spider
instance, which can be accessed and used like this::
import scrapy
@ -102,7 +101,7 @@ instance, which can be accessed and used like this::
class MySpider(scrapy.Spider):
name = 'myspider'
start_urls = ['https://scrapinghub.com']
start_urls = ['https://scrapy.org']
def parse(self, response):
self.logger.info('Parse function called on %s', response.url)
@ -118,7 +117,7 @@ Python logger you want. For example::
class MySpider(scrapy.Spider):
name = 'myspider'
start_urls = ['https://scrapinghub.com']
start_urls = ['https://scrapy.org']
def parse(self, response):
logger.info('Parse function called on %s', response.url)
@ -144,6 +143,7 @@ Logging settings
These settings can be used to configure the logging:
* :setting:`LOG_FILE`
* :setting:`LOG_FILE_APPEND`
* :setting:`LOG_ENABLED`
* :setting:`LOG_ENCODING`
* :setting:`LOG_LEVEL`
@ -156,7 +156,9 @@ The first couple of settings define a destination for log messages. If
:setting:`LOG_FILE` is set, messages sent through the root logger will be
redirected to a file named :setting:`LOG_FILE` with encoding
:setting:`LOG_ENCODING`. If unset and :setting:`LOG_ENABLED` is ``True``, log
messages will be displayed on the standard error. Lastly, if
messages will be displayed on the standard error. If :setting:`LOG_FILE` is set
and :setting:`LOG_FILE_APPEND` is ``False``, the file will be overwritten
(discarding the output from previous runs, if any). Lastly, if
:setting:`LOG_ENABLED` is ``False``, there won't be any visible log output.
:setting:`LOG_LEVEL` determines the minimum level of severity to display, those
@ -165,15 +167,13 @@ possible levels listed in :ref:`topics-logging-levels`.
:setting:`LOG_FORMAT` and :setting:`LOG_DATEFORMAT` specify formatting strings
used as layouts for all messages. Those strings can contain any placeholders
listed in `logging's logrecord attributes docs
<https://docs.python.org/2/library/logging.html#logrecord-attributes>`_ and
`datetime's strftime and strptime directives
<https://docs.python.org/2/library/datetime.html#strftime-and-strptime-behavior>`_
listed in :ref:`logging's logrecord attributes docs <logrecord-attributes>` and
:ref:`datetime's strftime and strptime directives <strftime-strptime-behavior>`
respectively.
If :setting:`LOG_SHORT_NAMES` is set, then the logs will not display the scrapy
component that prints the log. It is unset by default, hence logs contain the
scrapy component responsible for that log output.
If :setting:`LOG_SHORT_NAMES` is set, then the logs will not display the Scrapy
component that prints the log. It is unset by default, hence logs contain the
Scrapy component responsible for that log output.
Command-line options
--------------------
@ -190,9 +190,24 @@ to override some of the Scrapy settings regarding logging.
.. seealso::
Module `logging.handlers <https://docs.python.org/2/library/logging.handlers.html>`_
Module :mod:`logging.handlers`
Further documentation on available handlers
.. _custom-log-formats:
Custom Log Formats
------------------
A custom log format can be set for different actions by extending
:class:`~scrapy.logformatter.LogFormatter` class and making
:setting:`LOG_FORMATTER` point to your new class.
.. autoclass:: scrapy.logformatter.LogFormatter
:members:
.. _topics-logging-advanced-customization:
Advanced customization
----------------------
@ -230,6 +245,47 @@ e.g. in the spider's ``__init__`` method::
If you run this spider again then INFO messages from
``scrapy.spidermiddlewares.httperror`` logger will be gone.
You can also filter log records by :class:`~logging.LogRecord` data. For
example, you can filter log records by message content using a substring or
a regular expression. Create a :class:`logging.Filter` subclass
and equip it with a regular expression pattern to
filter out unwanted messages::
import logging
import re
class ContentFilter(logging.Filter):
def filter(self, record):
match = re.search(r'\d{3} [Ee]rror, retrying', record.message)
if match:
return False
A project-level filter may be attached to the root
handler created by Scrapy, this is a wieldy way to
filter all loggers in different parts of the project
(middlewares, spider, etc.)::
import logging
import scrapy
class MySpider(scrapy.Spider):
# ...
def __init__(self, *args, **kwargs):
for handler in logging.root.handlers:
handler.addFilter(ContentFilter())
Alternatively, you may choose a specific logger
and hide it without affecting other loggers::
import logging
import scrapy
class MySpider(scrapy.Spider):
# ...
def __init__(self, *args, **kwargs):
logger = logging.getLogger('my_logger')
logger.addFilter(ContentFilter())
scrapy.utils.log module
=======================
@ -238,22 +294,22 @@ scrapy.utils.log module
.. autofunction:: configure_logging
``configure_logging`` is automatically called when using Scrapy commands,
but needs to be called explicitly when running custom scripts. In that
case, its usage is not required but it's recommended.
``configure_logging`` is automatically called when using Scrapy commands
or :class:`~scrapy.crawler.CrawlerProcess`, but needs to be called explicitly
when running custom scripts using :class:`~scrapy.crawler.CrawlerRunner`.
In that case, its usage is not required but it's recommended.
If you plan on configuring the handlers yourself is still recommended you
call this function, passing `install_root_handler=False`. Bear in mind
there won't be any log output set by default in that case.
Another option when running custom scripts is to manually configure the logging.
To do this you can use :func:`logging.basicConfig` to set a basic root handler.
To get you started on manually configuring logging's output, you can use
`logging.basicConfig()`_ to set a basic root handler. This is an example
on how to redirect ``INFO`` or higher messages to a file::
Note that :class:`~scrapy.crawler.CrawlerProcess` automatically calls ``configure_logging``,
so it is recommended to only use :func:`logging.basicConfig` together with
:class:`~scrapy.crawler.CrawlerRunner`.
This is an example on how to redirect ``INFO`` or higher messages to a file::
import logging
from scrapy.utils.log import configure_logging
configure_logging(install_root_handler=False)
logging.basicConfig(
filename='log.txt',
format='%(levelname)s: %(message)s',
@ -262,7 +318,3 @@ scrapy.utils.log module
Refer to :ref:`run-from-script` for more details about using Scrapy this
way.
.. _logging.basicConfig(): https://docs.python.org/2/library/logging.html#logging.basicConfig

View File

@ -15,7 +15,7 @@ typically you'll either use the Files Pipeline or the Images Pipeline.
Both pipelines implement these features:
* Avoid re-downloading media that was downloaded recently
* Specifying where to store the media (filesystem directory, Amazon S3 bucket,
* Specifying where to store the media (filesystem directory, FTP server, Amazon S3 bucket,
Google Cloud Storage bucket)
The Images Pipeline has a few extra functions for processing images:
@ -50,12 +50,14 @@ this:
4. When the files are downloaded, another field (``files``) will be populated
with the results. This field will contain a list of dicts with information
about the downloaded files, such as the downloaded path, the original
scraped url (taken from the ``file_urls`` field) , and the file checksum.
scraped url (taken from the ``file_urls`` field), the file checksum and the file status.
The files in the list of the ``files`` field will retain the same order of
the original ``file_urls`` field. If some file failed downloading, an
error will be logged and the file won't be present in the ``files`` field.
.. _images-pipeline:
Using the Images Pipeline
=========================
@ -68,14 +70,10 @@ The advantage of using the :class:`ImagesPipeline` for image files is that you
can configure some extra functions like generating thumbnails and filtering
the images based on their size.
The Images Pipeline uses `Pillow`_ for thumbnailing and normalizing images to
JPEG/RGB format, so you need to install this library in order to use it.
`Python Imaging Library`_ (PIL) should also work in most cases, but it is known
to cause troubles in some setups, so we recommend to use `Pillow`_ instead of
PIL.
The Images Pipeline requires Pillow_ 4.0.0 or greater. It is used for
thumbnailing and normalizing images to JPEG/RGB format.
.. _Pillow: https://github.com/python-pillow/Pillow
.. _Python Imaging Library: http://www.pythonware.com/products/pil/
.. _topics-media-pipeline-enabling:
@ -97,7 +95,6 @@ For Files Pipeline, use::
ITEM_PIPELINES = {'scrapy.pipelines.files.FilesPipeline': 1}
.. note::
You can also use both the Files and Images Pipeline at the same time.
@ -114,31 +111,82 @@ For the Images Pipeline, set the :setting:`IMAGES_STORE` setting::
IMAGES_STORE = '/path/to/valid/dir'
Supported Storage
=================
.. _topics-file-naming:
File system is currently the only officially supported storage, but there are
also support for storing files in `Amazon S3`_ and `Google Cloud Storage`_.
File Naming
===========
.. _Amazon S3: https://aws.amazon.com/s3/
.. _Google Cloud Storage: https://cloud.google.com/storage/
File system storage
Default File Naming
-------------------
The files are stored using a `SHA1 hash`_ of their URLs for the file names.
By default, files are stored using an `SHA-1 hash`_ of their URLs for the file names.
For example, the following image URL::
http://www.example.com/image.jpg
Whose `SHA1 hash` is::
Whose ``SHA-1 hash`` is::
3afec3b4765f8f0a07b78f98c07b83f013567a0a
Will be downloaded and stored in the following file::
Will be downloaded and stored using your chosen :ref:`storage method <topics-supported-storage>` and the following file name::
<IMAGES_STORE>/full/3afec3b4765f8f0a07b78f98c07b83f013567a0a.jpg
3afec3b4765f8f0a07b78f98c07b83f013567a0a.jpg
Custom File Naming
-------------------
You may wish to use a different calculated file name for saved files.
For example, classifying an image by including meta in the file name.
Customize file names by overriding the ``file_path`` method of your
media pipeline.
For example, an image pipeline with image URL::
http://www.example.com/product/images/large/front/0000000004166
Can be processed into a file name with a condensed hash and the perspective
``front``::
00b08510e4_front.jpg
By overriding ``file_path`` like this:
.. code-block:: python
import hashlib
from os.path import splitext
def file_path(self, request, response=None, info=None, *, item=None):
image_url_hash = hashlib.shake_256(request.url.encode()).hexdigest(5)
image_perspective = request.url.split('/')[-2]
image_filename = f'{image_url_hash}_{image_perspective}.jpg'
return image_filename
.. warning::
If your custom file name scheme relies on meta data that can vary between
scrapes it may lead to unexpected re-downloading of existing media using
new file names.
For example, if your custom file name scheme uses a product title and the
site changes an item's product title between scrapes, Scrapy will re-download
the same media using updated file names.
For more information about the ``file_path`` method, see :ref:`topics-media-pipeline-override`.
.. _topics-supported-storage:
Supported Storage
=================
File system storage
-------------------
File system storage will save files to the following path::
<IMAGES_STORE>/full/<FILE_NAME>
Where:
@ -148,14 +196,43 @@ Where:
* ``full`` is a sub-directory to separate full images from thumbnails (if
used). For more info see :ref:`topics-images-thumbnails`.
* ``<FILE_NAME>`` is the file name assigned to the file. For more info see :ref:`topics-file-naming`.
.. _media-pipeline-ftp:
FTP server storage
------------------
.. versionadded:: 2.0
:setting:`FILES_STORE` and :setting:`IMAGES_STORE` can point to an FTP server.
Scrapy will automatically upload the files to the server.
:setting:`FILES_STORE` and :setting:`IMAGES_STORE` should be written in one of the
following forms::
ftp://username:password@address:port/path
ftp://address:port/path
If ``username`` and ``password`` are not provided, they are taken from the :setting:`FTP_USER` and
:setting:`FTP_PASSWORD` settings respectively.
FTP supports two different connection modes: active or passive. Scrapy uses
the passive connection mode by default. To use the active connection mode instead,
set the :setting:`FEED_STORAGE_FTP_ACTIVE` setting to ``True``.
.. _media-pipelines-s3:
Amazon S3 storage
-----------------
.. setting:: FILES_STORE_S3_ACL
.. setting:: IMAGES_STORE_S3_ACL
:setting:`FILES_STORE` and :setting:`IMAGES_STORE` can represent an Amazon S3
bucket. Scrapy will automatically upload the files to the bucket.
If botocore_ >= 1.4.87 is installed, :setting:`FILES_STORE` and
:setting:`IMAGES_STORE` can represent an Amazon S3 bucket. Scrapy will
automatically upload the files to the bucket.
For example, this is a valid :setting:`IMAGES_STORE` value::
@ -171,8 +248,9 @@ policy::
For more information, see `canned ACLs`_ in the Amazon S3 Developer Guide.
Because Scrapy uses ``boto`` / ``botocore`` internally you can also use other S3-like storages. Storages like
self-hosted `Minio`_ or `s3.scality`_. All you need to do is set endpoint option in you Scrapy settings::
You can also use other S3-like storages. Storages like self-hosted `Minio`_ or
`s3.scality`_. All you need to do is set endpoint option in you Scrapy
settings::
AWS_ENDPOINT_URL = 'http://minio.example.com:9000'
@ -181,14 +259,19 @@ For self-hosting you also might feel the need not to use SSL and not to verify S
AWS_USE_SSL = False # or True (None by default)
AWS_VERIFY = False # or True (None by default)
.. _botocore: https://github.com/boto/botocore
.. _canned ACLs: https://docs.aws.amazon.com/AmazonS3/latest/dev/acl-overview.html#canned-acl
.. _Minio: https://github.com/minio/minio
.. _s3.scality: https://s3.scality.com/
.. _canned ACLs: https://docs.aws.amazon.com/AmazonS3/latest/dev/acl-overview.html#canned-acl
.. _media-pipeline-gcs:
Google Cloud Storage
---------------------
.. setting:: GCS_PROJECT_ID
.. setting:: FILES_STORE_GCS_ACL
.. setting:: IMAGES_STORE_GCS_ACL
:setting:`FILES_STORE` and :setting:`IMAGES_STORE` can represent a Google Cloud Storage
bucket. Scrapy will automatically upload the files to the bucket. (requires `google-cloud-storage`_ )
@ -204,6 +287,19 @@ For information about authentication, see this `documentation`_.
.. _documentation: https://cloud.google.com/docs/authentication/production
You can modify the Access Control List (ACL) policy used for the stored files,
which is defined by the :setting:`FILES_STORE_GCS_ACL` and
:setting:`IMAGES_STORE_GCS_ACL` settings. By default, the ACL is set to
``''`` (empty string) which means that Cloud Storage applies the bucket's default object ACL to the object.
To make the files publicly available use the ``publicRead``
policy::
IMAGES_STORE_GCS_ACL = 'publicRead'
For more information, see `Predefined ACLs`_ in the Google Cloud Platform Developer Guide.
.. _Predefined ACLs: https://cloud.google.com/storage/docs/access-control/lists#predefined-acl
Usage example
=============
@ -212,20 +308,22 @@ Usage example
.. setting:: IMAGES_URLS_FIELD
.. setting:: IMAGES_RESULT_FIELD
In order to use a media pipeline first, :ref:`enable it
In order to use a media pipeline, first :ref:`enable it
<topics-media-pipeline-enabling>`.
Then, if a spider returns a dict with the URLs key (``file_urls`` or
``image_urls``, for the Files or Images Pipeline respectively), the pipeline will
put the results under respective key (``files`` or ``images``).
Then, if a spider returns an :ref:`item object <topics-items>` with the URLs
field (``file_urls`` or ``image_urls``, for the Files or Images Pipeline
respectively), the pipeline will put the results under the respective field
(``files`` or ``images``).
If you prefer to use :class:`~.Item`, then define a custom item with the
necessary fields, like in this example for Images Pipeline::
When using :ref:`item types <item-types>` for which fields are defined beforehand,
you must define both the URLs field and the results field. For example, when
using the images pipeline, items must define both the ``image_urls`` and the
``images`` field. For instance, using the :class:`~scrapy.Item` class::
import scrapy
class MyItem(scrapy.Item):
# ... other item fields ...
image_urls = scrapy.Field()
images = scrapy.Field()
@ -285,6 +383,9 @@ class name. E.g. given pipeline class called MyPipeline you can set setting key:
and pipeline class MyPipeline will have expiration time set to 180.
The last modified time from the file is used to determine the age of the file in days,
which is then compared to the set expiration time to determine if the file is expired.
.. _topics-images-thumbnails:
Thumbnail generation for images
@ -295,7 +396,7 @@ images.
.. setting:: IMAGES_THUMBS
In order use this feature, you must set :setting:`IMAGES_THUMBS` to a dictionary
In order to use this feature, you must set :setting:`IMAGES_THUMBS` to a dictionary
where the keys are the thumbnail names and the values are their dimensions.
For example::
@ -315,9 +416,9 @@ Where:
* ``<size_name>`` is the one specified in the :setting:`IMAGES_THUMBS`
dictionary keys (``small``, ``big``, etc)
* ``<image_id>`` is the `SHA1 hash`_ of the image url
* ``<image_id>`` is the `SHA-1 hash`_ of the image url
.. _SHA1 hash: https://en.wikipedia.org/wiki/SHA_hash_functions
.. _SHA-1 hash: https://en.wikipedia.org/wiki/SHA_hash_functions
Example of image files stored using ``small`` and ``big`` thumbnail names::
@ -377,6 +478,43 @@ See here the methods that you can override in your custom Files Pipeline:
.. class:: FilesPipeline
.. method:: file_path(self, request, response=None, info=None, *, item=None)
This method is called once per downloaded item. It returns the
download path of the file originating from the specified
:class:`response <scrapy.http.Response>`.
In addition to ``response``, this method receives the original
:class:`request <scrapy.Request>`,
:class:`info <scrapy.pipelines.media.MediaPipeline.SpiderInfo>` and
:class:`item <scrapy.Item>`
You can override this method to customize the download path of each file.
For example, if file URLs end like regular paths (e.g.
``https://example.com/a/b/c/foo.png``), you can use the following
approach to download all files into the ``files`` folder with their
original filenames (e.g. ``files/foo.png``)::
import os
from urllib.parse import urlparse
from scrapy.pipelines.files import FilesPipeline
class MyFilesPipeline(FilesPipeline):
def file_path(self, request, response=None, info=None, *, item=None):
return 'files/' + os.path.basename(urlparse(request.url).path)
Similarly, you can use the ``item`` to determine the file path based on some item
property.
By default the :meth:`file_path` method returns
``full/<request URL hash>.<extension>``.
.. versionadded:: 2.4
The *item* parameter.
.. method:: FilesPipeline.get_media_requests(item, info)
As seen on the workflow, the pipeline will get the URLs of the images to
@ -384,8 +522,11 @@ See here the methods that you can override in your custom Files Pipeline:
:meth:`~get_media_requests` method and return a Request for each
file URL::
from itemadapter import ItemAdapter
def get_media_requests(self, item, info):
for file_url in item['file_urls']:
adapter = ItemAdapter(item)
for file_url in adapter['file_urls']:
yield scrapy.Request(file_url)
Those requests will be processed by the pipeline and, when they have finished
@ -396,8 +537,9 @@ See here the methods that you can override in your custom Files Pipeline:
* ``success`` is a boolean which is ``True`` if the image was downloaded
successfully or ``False`` if it failed for some reason
* ``file_info_or_error`` is a dict containing the following keys (if success
is ``True``) or a `Twisted Failure`_ if there was a problem.
* ``file_info_or_error`` is a dict containing the following keys (if
success is ``True``) or a :exc:`~twisted.python.failure.Failure` if
there was a problem.
* ``url`` - the url where the file was downloaded from. This is the url of
the request returned from the :meth:`~get_media_requests`
@ -408,6 +550,18 @@ See here the methods that you can override in your custom Files Pipeline:
* ``checksum`` - a `MD5 hash`_ of the image contents
* ``status`` - the file status indication.
.. versionadded:: 2.2
It can be one of the following:
* ``downloaded`` - file was downloaded.
* ``uptodate`` - file was not downloaded, as it was downloaded recently,
according to the file expiration policy.
* ``cached`` - file was already scheduled for download, by another item
sharing the same file.
The list of tuples received by :meth:`~item_completed` is
guaranteed to retain the same order of the requests returned from the
:meth:`~get_media_requests` method.
@ -417,7 +571,8 @@ See here the methods that you can override in your custom Files Pipeline:
[(True,
{'checksum': '2b00042f7481c7b056c4b410d28f33cf',
'path': 'full/0a79c461a4062ac383dc4fade7bc09f1384a3910.jpg',
'url': 'http://www.example.com/files/product1.pdf'}),
'url': 'http://www.example.com/files/product1.pdf',
'status': 'downloaded'}),
(False,
Failure(...))]
@ -438,13 +593,15 @@ See here the methods that you can override in your custom Files Pipeline:
store the downloaded file paths (passed in results) in the ``file_paths``
item field, and we drop the item if it doesn't contain any files::
from itemadapter import ItemAdapter
from scrapy.exceptions import DropItem
def item_completed(self, results, item, info):
file_paths = [x['path'] for ok, x in results if ok]
if not file_paths:
raise DropItem("Item contains no files")
item['file_paths'] = file_paths
adapter = ItemAdapter(item)
adapter['file_paths'] = file_paths
return item
By default, the :meth:`item_completed` method returns the item.
@ -460,6 +617,43 @@ See here the methods that you can override in your custom Images Pipeline:
The :class:`ImagesPipeline` is an extension of the :class:`FilesPipeline`,
customizing the field names and adding custom behavior for images.
.. method:: file_path(self, request, response=None, info=None, *, item=None)
This method is called once per downloaded item. It returns the
download path of the file originating from the specified
:class:`response <scrapy.http.Response>`.
In addition to ``response``, this method receives the original
:class:`request <scrapy.Request>`,
:class:`info <scrapy.pipelines.media.MediaPipeline.SpiderInfo>` and
:class:`item <scrapy.Item>`
You can override this method to customize the download path of each file.
For example, if file URLs end like regular paths (e.g.
``https://example.com/a/b/c/foo.png``), you can use the following
approach to download all files into the ``files`` folder with their
original filenames (e.g. ``files/foo.png``)::
import os
from urllib.parse import urlparse
from scrapy.pipelines.images import ImagesPipeline
class MyImagesPipeline(ImagesPipeline):
def file_path(self, request, response=None, info=None, *, item=None):
return 'files/' + os.path.basename(urlparse(request.url).path)
Similarly, you can use the ``item`` to determine the file path based on some item
property.
By default the :meth:`file_path` method returns
``full/<request URL hash>.<extension>``.
.. versionadded:: 2.4
The *item* parameter.
.. method:: ImagesPipeline.get_media_requests(item, info)
Works the same way as :meth:`FilesPipeline.get_media_requests` method,
@ -479,15 +673,18 @@ See here the methods that you can override in your custom Images Pipeline:
By default, the :meth:`item_completed` method returns the item.
.. _media-pipeline-example:
Custom Images pipeline example
==============================
Here is a full example of the Images Pipeline whose methods are examplified
Here is a full example of the Images Pipeline whose methods are exemplified
above::
import scrapy
from scrapy.pipelines.images import ImagesPipeline
from itemadapter import ItemAdapter
from scrapy.exceptions import DropItem
from scrapy.pipelines.images import ImagesPipeline
class MyImagesPipeline(ImagesPipeline):
@ -499,8 +696,16 @@ above::
image_paths = [x['path'] for ok, x in results if ok]
if not image_paths:
raise DropItem("Item contains no images")
item['image_paths'] = image_paths
adapter = ItemAdapter(item)
adapter['image_paths'] = image_paths
return item
.. _Twisted Failure: https://twistedmatrix.com/documents/current/api/twisted.python.failure.Failure.html
To enable your custom media pipeline component you must add its class import path to the
:setting:`ITEM_PIPELINES` setting, like in the following example::
ITEM_PIPELINES = {
'myproject.pipelines.MyImagesPipeline': 300
}
.. _MD5 hash: https://en.wikipedia.org/wiki/MD5

View File

@ -34,15 +34,17 @@ Here's an example showing how to run a single spider with it.
# Your spider definition
...
process = CrawlerProcess({
'USER_AGENT': 'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1)'
process = CrawlerProcess(settings={
"FEEDS": {
"items.json": {"format": "json"},
},
})
process.crawl(MySpider)
process.start() # the script will block here until the crawling is finished
Make sure to check :class:`~scrapy.crawler.CrawlerProcess` documentation to get
acquainted with its usage details.
Define settings within dictionary in CrawlerProcess. Make sure to check :class:`~scrapy.crawler.CrawlerProcess`
documentation to get acquainted with its usage details.
If you are inside a Scrapy project there are some additional helpers you can
use to import those components within the project. You can automatically import
@ -61,7 +63,7 @@ project as example.
process = CrawlerProcess(get_project_settings())
# 'followall' is the name of one of the spiders of the project.
process.crawl('followall', domain='scrapinghub.com')
process.crawl('followall', domain='scrapy.org')
process.start() # the script will block here until the crawling is finished
There's another Scrapy utility that provides more control over the crawling
@ -80,7 +82,7 @@ returned by the :meth:`CrawlerRunner.crawl
<scrapy.crawler.CrawlerRunner.crawl>` method.
Here's an example of its usage, along with a callback to manually stop the
reactor after `MySpider` has finished running.
reactor after ``MySpider`` has finished running.
::
@ -100,7 +102,7 @@ reactor after `MySpider` has finished running.
d.addBoth(lambda _: reactor.stop())
reactor.run() # the script will block here until the crawling is finished
.. seealso:: `Twisted Reactor Overview`_.
.. seealso:: :doc:`twisted:core/howto/reactor-basics`
.. _run-multiple-spiders:
@ -117,6 +119,7 @@ Here is an example that runs multiple spiders simultaneously:
import scrapy
from scrapy.crawler import CrawlerProcess
from scrapy.utils.project import get_project_settings
class MySpider1(scrapy.Spider):
# Your first spider definition
@ -126,7 +129,8 @@ Here is an example that runs multiple spiders simultaneously:
# Your second spider definition
...
process = CrawlerProcess()
settings = get_project_settings()
process = CrawlerProcess(settings)
process.crawl(MySpider1)
process.crawl(MySpider2)
process.start() # the script will block here until all crawling jobs are finished
@ -139,6 +143,7 @@ Same example using :class:`~scrapy.crawler.CrawlerRunner`:
from twisted.internet import reactor
from scrapy.crawler import CrawlerRunner
from scrapy.utils.log import configure_logging
from scrapy.utils.project import get_project_settings
class MySpider1(scrapy.Spider):
# Your first spider definition
@ -149,7 +154,8 @@ Same example using :class:`~scrapy.crawler.CrawlerRunner`:
...
configure_logging()
runner = CrawlerRunner()
settings = get_project_settings()
runner = CrawlerRunner(settings)
runner.crawl(MySpider1)
runner.crawl(MySpider2)
d = runner.join()
@ -164,6 +170,7 @@ Same example but running the spiders sequentially by chaining the deferreds:
from twisted.internet import reactor, defer
from scrapy.crawler import CrawlerRunner
from scrapy.utils.log import configure_logging
from scrapy.utils.project import get_project_settings
class MySpider1(scrapy.Spider):
# Your first spider definition
@ -174,7 +181,8 @@ Same example but running the spiders sequentially by chaining the deferreds:
...
configure_logging()
runner = CrawlerRunner()
settings = get_project_settings()
runner = CrawlerRunner(settings)
@defer.inlineCallbacks
def crawl():
@ -185,6 +193,25 @@ Same example but running the spiders sequentially by chaining the deferreds:
crawl()
reactor.run() # the script will block here until the last crawl call is finished
Different spiders can set different values for the same setting, but when they
run in the same process it may be impossible, by design or because of some
limitations, to use these different values. What happens in practice is
different for different settings:
* :setting:`SPIDER_LOADER_CLASS` and the ones used by its value
(:setting:`SPIDER_MODULES`, :setting:`SPIDER_LOADER_WARN_ONLY` for the
default one) cannot be read from the per-spider settings. These are applied
when the :class:`~scrapy.crawler.CrawlerRunner` or
:class:`~scrapy.crawler.CrawlerProcess` object is created.
* For :setting:`TWISTED_REACTOR` and :setting:`ASYNCIO_EVENT_LOOP` the first
available value is used, and if a spider requests a different reactor an
exception will be raised. These are applied when the reactor is installed.
* For :setting:`REACTOR_THREADPOOL_MAXSIZE`, :setting:`DNS_RESOLVER` and the
ones used by the resolver (:setting:`DNSCACHE_ENABLED`,
:setting:`DNSCACHE_SIZE`, :setting:`DNS_TIMEOUT` for ones included in Scrapy)
the first available value is used. These are applied when the reactor is
started.
.. seealso:: :ref:`run-from-script`.
.. _distributed-crawls:
@ -242,7 +269,7 @@ Here are some tips to keep in mind when dealing with these kinds of sites:
super proxy that you can attach your own proxies to.
* use a highly distributed downloader that circumvents bans internally, so you
can just focus on parsing clean pages. One example of such downloaders is
`Crawlera`_
`Zyte Smart Proxy Manager`_
If you are still unable to prevent your bot getting banned, consider contacting
`commercial support`_.
@ -252,6 +279,5 @@ If you are still unable to prevent your bot getting banned, consider contacting
.. _ProxyMesh: https://proxymesh.com/
.. _Google cache: http://www.googleguide.com/cached_pages.html
.. _testspiders: https://github.com/scrapinghub/testspiders
.. _Twisted Reactor Overview: https://twistedmatrix.com/documents/current/core/howto/reactor-basics.html
.. _Crawlera: https://scrapinghub.com/crawlera
.. _scrapoxy: https://scrapoxy.io/
.. _Zyte Smart Proxy Manager: https://www.zyte.com/smart-proxy-manager/

View File

@ -24,41 +24,45 @@ below in :ref:`topics-request-response-ref-request-subclasses` and
Request objects
===============
.. class:: Request(url[, callback, method='GET', headers, body, cookies, meta, encoding='utf-8', priority=0, dont_filter=False, errback, flags])
A :class:`Request` object represents an HTTP request, which is usually
generated in the Spider and executed by the Downloader, and thus generating
a :class:`Response`.
.. autoclass:: Request
:param url: the URL of this request
:type url: string
If the URL is invalid, a :exc:`ValueError` exception is raised.
:type url: str
:param callback: the function that will be called with the response of this
request (once its downloaded) as its first parameter. For more information
request (once it's downloaded) as its first parameter. For more information
see :ref:`topics-request-response-ref-request-callback-arguments` below.
If a Request doesn't specify a callback, the spider's
:meth:`~scrapy.spiders.Spider.parse` method will be used.
:meth:`~scrapy.Spider.parse` method will be used.
Note that if exceptions are raised during processing, errback is called instead.
:type callback: callable
:type callback: collections.abc.Callable
:param method: the HTTP method of this request. Defaults to ``'GET'``.
:type method: string
:type method: str
:param meta: the initial values for the :attr:`Request.meta` attribute. If
given, the dict passed in this parameter will be shallow copied.
:type meta: dict
:param body: the request body. If a ``unicode`` is passed, then it's encoded to
``str`` using the `encoding` passed (which defaults to ``utf-8``). If
``body`` is not given, an empty string is stored. Regardless of the
type of this argument, the final value stored will be a ``str`` (never
``unicode`` or ``None``).
:type body: str or unicode
:param body: the request body. If a string is passed, then it's encoded as
bytes using the ``encoding`` passed (which defaults to ``utf-8``). If
``body`` is not given, an empty bytes object is stored. Regardless of the
type of this argument, the final value stored will be a bytes object
(never a string or ``None``).
:type body: bytes or str
:param headers: the headers of this request. The dict values can be strings
(for single valued headers) or lists (for multi-valued headers). If
``None`` is passed as value, the HTTP header will not be sent at all.
.. caution:: Cookies set via the ``Cookie`` header are not considered by the
:ref:`cookies-mw`. If you need to set cookies for a request, use the
:class:`Request.cookies <scrapy.Request>` parameter. This is a known
current limitation that is being worked on.
:type headers: dict
:param cookies: the request cookies. These can be sent in two forms.
@ -80,26 +84,38 @@ Request objects
attributes of the cookie. This is only useful if the cookies are saved
for later requests.
.. reqmeta:: dont_merge_cookies
When some site returns cookies (in a response) those are stored in the
cookies for that domain and will be sent again in future requests. That's
the typical behaviour of any regular web browser. However, if, for some
reason, you want to avoid merging with existing cookies you can instruct
Scrapy to do so by setting the ``dont_merge_cookies`` key to True in the
:attr:`Request.meta`.
cookies for that domain and will be sent again in future requests.
That's the typical behaviour of any regular web browser.
Example of request without merging cookies::
To create a request that does not send stored cookies and does not
store received cookies, set the ``dont_merge_cookies`` key to ``True``
in :attr:`request.meta <scrapy.Request.meta>`.
request_with_cookies = Request(url="http://www.example.com",
cookies={'currency': 'USD', 'country': 'UY'},
meta={'dont_merge_cookies': True})
Example of a request that sends manually-defined cookies and ignores
cookie storage::
Request(
url="http://www.example.com",
cookies={'currency': 'USD', 'country': 'UY'},
meta={'dont_merge_cookies': True},
)
For more info see :ref:`cookies-mw`.
.. caution:: Cookies set via the ``Cookie`` header are not considered by the
:ref:`cookies-mw`. If you need to set cookies for a request, use the
:class:`Request.cookies <scrapy.Request>` parameter. This is a known
current limitation that is being worked on.
:type cookies: dict or list
:param encoding: the encoding of this request (defaults to ``'utf-8'``).
This encoding will be used to percent-encode the URL and to convert the
body to ``str`` (if given as ``unicode``).
:type encoding: string
body to bytes (if given as a string).
:type encoding: str
:param priority: the priority of this request (defaults to ``0``).
The priority is used by the scheduler to define the order used to process
@ -111,24 +127,31 @@ Request objects
the scheduler. This is used when you want to perform an identical
request multiple times, to ignore the duplicates filter. Use it with
care, or you will get into crawling loops. Default to ``False``.
:type dont_filter: boolean
:type dont_filter: bool
:param errback: a function that will be called if any exception was
raised while processing the request. This includes pages that failed
with 404 HTTP errors and such. It receives a `Twisted Failure`_ instance
as first parameter.
with 404 HTTP errors and such. It receives a
:exc:`~twisted.python.failure.Failure` as first parameter.
For more information,
see :ref:`topics-request-response-ref-errbacks` below.
:type errback: callable
.. versionchanged:: 2.0
The *callback* parameter is no longer required when the *errback*
parameter is specified.
:type errback: collections.abc.Callable
:param flags: Flags sent to the request, can be used for logging or similar purposes.
:type flags: list
:param cb_kwargs: A dict with arbitrary data that will be passed as keyword arguments to the Request's callback.
:type cb_kwargs: dict
.. attribute:: Request.url
A string containing the URL of this request. Keep in mind that this
attribute contains the escaped URL, so it can differ from the URL passed in
the constructor.
the ``__init__`` method.
This attribute is read-only. To change the URL of a Request use
:meth:`replace`.
@ -144,7 +167,7 @@ Request objects
.. attribute:: Request.body
A str that contains the request body.
The request body as bytes.
This attribute is read-only. To change the body of a Request use
:meth:`replace`.
@ -159,25 +182,51 @@ Request objects
See :ref:`topics-request-meta` for a list of special meta keys
recognized by Scrapy.
This dict is `shallow copied`_ when the request is cloned using the
``copy()`` or ``replace()`` methods, and can also be accessed, in your
spider, from the ``response.meta`` attribute.
This dict is :doc:`shallow copied <library/copy>` when the request is
cloned using the ``copy()`` or ``replace()`` methods, and can also be
accessed, in your spider, from the ``response.meta`` attribute.
.. _shallow copied: https://docs.python.org/2/library/copy.html
.. attribute:: Request.cb_kwargs
A dictionary that contains arbitrary metadata for this request. Its contents
will be passed to the Request's callback as keyword arguments. It is empty
for new Requests, which means by default callbacks only get a :class:`Response`
object as argument.
This dict is :doc:`shallow copied <library/copy>` when the request is
cloned using the ``copy()`` or ``replace()`` methods, and can also be
accessed, in your spider, from the ``response.cb_kwargs`` attribute.
In case of a failure to process the request, this dict can be accessed as
``failure.request.cb_kwargs`` in the request's errback. For more information,
see :ref:`errback-cb_kwargs`.
.. autoattribute:: Request.attributes
.. method:: Request.copy()
Return a new Request which is a copy of this Request. See also:
:ref:`topics-request-response-ref-request-callback-arguments`.
.. method:: Request.replace([url, method, headers, body, cookies, meta, encoding, dont_filter, callback, errback])
.. method:: Request.replace([url, method, headers, body, cookies, meta, flags, encoding, priority, dont_filter, callback, errback, cb_kwargs])
Return a Request object with the same members, except for those members
given new values by whichever keyword arguments are specified. The
attribute :attr:`Request.meta` is copied by default (unless a new value
is given in the ``meta`` argument). See also
:attr:`Request.cb_kwargs` and :attr:`Request.meta` attributes are shallow
copied by default (unless new values are given as arguments). See also
:ref:`topics-request-response-ref-request-callback-arguments`.
.. automethod:: from_curl
.. automethod:: to_dict
Other functions related to requests
-----------------------------------
.. autofunction:: scrapy.utils.request.request_from_dict
.. _topics-request-response-ref-request-callback-arguments:
Passing additional data to callback functions
@ -198,25 +247,31 @@ Example::
self.logger.info("Visited %s", response.url)
In some cases you may be interested in passing arguments to those callback
functions so you can receive the arguments later, in the second callback. You
can use the :attr:`Request.meta` attribute for that.
functions so you can receive the arguments later, in the second callback.
The following example shows how to achieve this by using the
:attr:`Request.cb_kwargs` attribute:
Here's an example of how to pass an item using this mechanism, to populate
different fields from different pages::
::
def parse_page1(self, response):
item = MyItem()
item['main_url'] = response.url
request = scrapy.Request("http://www.example.com/some_page.html",
callback=self.parse_page2)
request.meta['item'] = item
def parse(self, response):
request = scrapy.Request('http://www.example.com/index.html',
callback=self.parse_page2,
cb_kwargs=dict(main_url=response.url))
request.cb_kwargs['foo'] = 'bar' # add more arguments for the callback
yield request
def parse_page2(self, response):
item = response.meta['item']
item['other_url'] = response.url
yield item
def parse_page2(self, response, main_url, foo):
yield dict(
main_url=main_url,
other_url=response.url,
foo=foo,
)
.. caution:: :attr:`Request.cb_kwargs` was introduced in version ``1.7``.
Prior to that, using :attr:`Request.meta` was recommended for passing
information around callbacks. After ``1.7``, :attr:`Request.cb_kwargs`
became the preferred way for handling user information, leaving :attr:`Request.meta`
for communication with components like middlewares and extensions.
.. _topics-request-response-ref-errbacks:
@ -226,8 +281,8 @@ Using errbacks to catch exceptions in request processing
The errback of a request is a function that will be called when an exception
is raise while processing it.
It receives a `Twisted Failure`_ instance as first parameter and can be
used to track connection establishment timeouts, DNS errors etc.
It receives a :exc:`~twisted.python.failure.Failure` as first parameter and can
be used to track connection establishment timeouts, DNS errors etc.
Here's an example spider logging all errors and catching some specific
errors if needed::
@ -245,7 +300,7 @@ errors if needed::
"http://www.httpbin.org/status/404", # Not found error
"http://www.httpbin.org/status/500", # server issue
"http://www.httpbin.org:12345/", # non-responding host, timeout expected
"http://www.httphttpbinbin.org/", # DNS error expected
"https://example.invalid/", # DNS error expected
]
def start_requests(self):
@ -280,6 +335,31 @@ errors if needed::
request = failure.request
self.logger.error('TimeoutError on %s', request.url)
.. _errback-cb_kwargs:
Accessing additional data in errback functions
----------------------------------------------
In case of a failure to process the request, you may be interested in
accessing arguments to the callback functions so you can process further
based on the arguments in the errback. The following example shows how to
achieve this by using ``Failure.request.cb_kwargs``::
def parse(self, response):
request = scrapy.Request('http://www.example.com/index.html',
callback=self.parse_page2,
errback=self.errback_page2,
cb_kwargs=dict(main_url=response.url))
yield request
def parse_page2(self, response, main_url):
pass
def errback_page2(self, failure):
yield dict(
main_url=failure.request.cb_kwargs['main_url'],
)
.. _topics-request-meta:
Request.meta special keys
@ -290,25 +370,26 @@ are some special keys recognized by Scrapy and its built-in extensions.
Those are:
* :reqmeta:`dont_redirect`
* :reqmeta:`dont_retry`
* :reqmeta:`handle_httpstatus_list`
* :reqmeta:`handle_httpstatus_all`
* ``dont_merge_cookies`` (see ``cookies`` parameter of :class:`Request` constructor)
* :reqmeta:`bindaddress`
* :reqmeta:`cookiejar`
* :reqmeta:`dont_cache`
* :reqmeta:`redirect_urls`
* :reqmeta:`bindaddress`
* :reqmeta:`dont_merge_cookies`
* :reqmeta:`dont_obey_robotstxt`
* :reqmeta:`download_timeout`
* :reqmeta:`download_maxsize`
* :reqmeta:`download_latency`
* :reqmeta:`dont_redirect`
* :reqmeta:`dont_retry`
* :reqmeta:`download_fail_on_dataloss`
* :reqmeta:`proxy`
* ``ftp_user`` (See :setting:`FTP_USER` for more info)
* :reqmeta:`download_latency`
* :reqmeta:`download_maxsize`
* :reqmeta:`download_timeout`
* ``ftp_password`` (See :setting:`FTP_PASSWORD` for more info)
* :reqmeta:`referrer_policy`
* ``ftp_user`` (See :setting:`FTP_USER` for more info)
* :reqmeta:`handle_httpstatus_all`
* :reqmeta:`handle_httpstatus_list`
* :reqmeta:`max_retry_times`
* :reqmeta:`proxy`
* :reqmeta:`redirect_reasons`
* :reqmeta:`redirect_urls`
* :reqmeta:`referrer_policy`
.. reqmeta:: bindaddress
@ -352,6 +433,51 @@ The meta key is used set retry times per request. When initialized, the
:reqmeta:`max_retry_times` meta key takes higher precedence over the
:setting:`RETRY_TIMES` setting.
.. _topics-stop-response-download:
Stopping the download of a Response
===================================
Raising a :exc:`~scrapy.exceptions.StopDownload` exception from a handler for the
:class:`~scrapy.signals.bytes_received` or :class:`~scrapy.signals.headers_received`
signals will stop the download of a given response. See the following example::
import scrapy
class StopSpider(scrapy.Spider):
name = "stop"
start_urls = ["https://docs.scrapy.org/en/latest/"]
@classmethod
def from_crawler(cls, crawler):
spider = super().from_crawler(crawler)
crawler.signals.connect(spider.on_bytes_received, signal=scrapy.signals.bytes_received)
return spider
def parse(self, response):
# 'last_chars' show that the full response was not downloaded
yield {"len": len(response.text), "last_chars": response.text[-40:]}
def on_bytes_received(self, data, request, spider):
raise scrapy.exceptions.StopDownload(fail=False)
which produces the following output::
2020-05-19 17:26:12 [scrapy.core.engine] INFO: Spider opened
2020-05-19 17:26:12 [scrapy.extensions.logstats] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)
2020-05-19 17:26:13 [scrapy.core.downloader.handlers.http11] DEBUG: Download stopped for <GET https://docs.scrapy.org/en/latest/> from signal handler StopSpider.on_bytes_received
2020-05-19 17:26:13 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://docs.scrapy.org/en/latest/> (referer: None) ['download_stopped']
2020-05-19 17:26:13 [scrapy.core.scraper] DEBUG: Scraped from <200 https://docs.scrapy.org/en/latest/>
{'len': 279, 'last_chars': 'dth, initial-scale=1.0">\n \n <title>Scr'}
2020-05-19 17:26:13 [scrapy.core.engine] INFO: Closing spider (finished)
By default, resulting responses are handled by their corresponding errbacks. To
call their callback instead, like in this example, pass ``fail=False`` to the
:exc:`~scrapy.exceptions.StopDownload` exception.
.. _topics-request-response-ref-request-subclasses:
Request subclasses
@ -367,18 +493,20 @@ The FormRequest class extends the base :class:`Request` with functionality for
dealing with HTML forms. It uses `lxml.html forms`_ to pre-populate form
fields with form data from :class:`Response` objects.
.. _lxml.html forms: http://lxml.de/lxmlhtml.html#forms
.. _lxml.html forms: https://lxml.de/lxmlhtml.html#forms
.. class:: FormRequest(url, [formdata, ...])
.. class:: scrapy.http.request.form.FormRequest
.. class:: scrapy.http.FormRequest
.. class:: scrapy.FormRequest(url, [formdata, ...])
The :class:`FormRequest` class adds a new argument to the constructor. The
The :class:`FormRequest` class adds a new keyword parameter to the ``__init__`` method. The
remaining arguments are the same as for the :class:`Request` class and are
not documented here.
:param formdata: is a dictionary (or iterable of (key, value) tuples)
containing HTML Form data which will be url-encoded and assigned to the
body of the request.
:type formdata: dict or iterable of tuples
:type formdata: dict or collections.abc.Iterable
The :class:`FormRequest` objects support the following class method in
addition to the standard :class:`Request` methods:
@ -410,20 +538,20 @@ fields with form data from :class:`Response` objects.
:type response: :class:`Response` object
:param formname: if given, the form with name attribute set to this value will be used.
:type formname: string
:type formname: str
:param formid: if given, the form with id attribute set to this value will be used.
:type formid: string
:type formid: str
:param formxpath: if given, the first form that matches the xpath will be used.
:type formxpath: string
:type formxpath: str
:param formcss: if given, the first form that matches the css selector will be used.
:type formcss: string
:type formcss: str
:param formnumber: the number of form to use, when the response contains
multiple forms. The first one (and also the default) is ``0``.
:type formnumber: integer
:type formnumber: int
:param formdata: fields to override in the form data. If a field was
already present in the response ``<form>`` element, its value is
@ -441,22 +569,10 @@ fields with form data from :class:`Response` objects.
:param dont_click: If True, the form data will be submitted without
clicking in any element.
:type dont_click: boolean
:type dont_click: bool
The other parameters of this class method are passed directly to the
:class:`FormRequest` constructor.
.. versionadded:: 0.10.3
The ``formname`` parameter.
.. versionadded:: 0.17
The ``formxpath`` parameter.
.. versionadded:: 1.1.0
The ``formcss`` parameter.
.. versionadded:: 1.1.0
The ``formid`` parameter.
:class:`FormRequest` ``__init__`` method.
Request usage examples
----------------------
@ -487,6 +603,11 @@ method for this job. Here's an example spider which uses it::
import scrapy
def authentication_failed(response):
# TODO: Check the contents of the response and return True if it failed
# or False if it succeeded.
pass
class LoginSpider(scrapy.Spider):
name = 'example.com'
start_urls = ['http://www.example.com/users/login.php']
@ -499,34 +620,68 @@ method for this job. Here's an example spider which uses it::
)
def after_login(self, response):
# check login succeed before going on
if "authentication failed" in response.body:
if authentication_failed(response):
self.logger.error("Login failed")
return
# continue scraping with authenticated session...
JsonRequest
-----------
The JsonRequest class extends the base :class:`Request` class with functionality for
dealing with JSON requests.
.. class:: JsonRequest(url, [... data, dumps_kwargs])
The :class:`JsonRequest` class adds two new keyword parameters to the ``__init__`` method. The
remaining arguments are the same as for the :class:`Request` class and are
not documented here.
Using the :class:`JsonRequest` will set the ``Content-Type`` header to ``application/json``
and ``Accept`` header to ``application/json, text/javascript, */*; q=0.01``
:param data: is any JSON serializable object that needs to be JSON encoded and assigned to body.
if :attr:`Request.body` argument is provided this parameter will be ignored.
if :attr:`Request.body` argument is not provided and data argument is provided :attr:`Request.method` will be
set to ``'POST'`` automatically.
:type data: object
:param dumps_kwargs: Parameters that will be passed to underlying :func:`json.dumps` method which is used to serialize
data into JSON format.
:type dumps_kwargs: dict
.. autoattribute:: JsonRequest.attributes
JsonRequest usage example
-------------------------
Sending a JSON POST request with a JSON payload::
data = {
'name1': 'value1',
'name2': 'value2',
}
yield JsonRequest(url='http://www.example.com/post/action', data=data)
Response objects
================
.. class:: Response(url, [status=200, headers=None, body=b'', flags=None, request=None])
A :class:`Response` object represents an HTTP response, which is usually
downloaded (by the Downloader) and fed to the Spiders for processing.
.. autoclass:: Response
:param url: the URL of this response
:type url: string
:type url: str
:param status: the HTTP status of the response. Defaults to ``200``.
:type status: integer
:type status: int
:param headers: the headers of this response. The dict values can be strings
(for single valued headers) or lists (for multi-valued headers).
:type headers: dict
:param body: the response body. To access the decoded text as str (unicode
in Python 2) you can use ``response.text`` from an encoding-aware
:param body: the response body. To access the decoded text as a string, use
``response.text`` from an encoding-aware
:ref:`Response subclass <topics-request-response-ref-response-subclasses>`,
such as :class:`TextResponse`.
:type body: bytes
@ -538,7 +693,26 @@ Response objects
:param request: the initial value of the :attr:`Response.request` attribute.
This represents the :class:`Request` that generated this response.
:type request: :class:`Request` object
:type request: scrapy.Request
:param certificate: an object representing the server's SSL certificate.
:type certificate: twisted.internet.ssl.Certificate
:param ip_address: The IP address of the server from which the Response originated.
:type ip_address: :class:`ipaddress.IPv4Address` or :class:`ipaddress.IPv6Address`
:param protocol: The protocol that was used to download the response.
For instance: "HTTP/1.0", "HTTP/1.1", "h2"
:type protocol: :class:`str`
.. versionadded:: 2.0.0
The ``certificate`` parameter.
.. versionadded:: 2.1.0
The ``ip_address`` parameter.
.. versionadded:: 2.5.0
The ``protocol`` parameter.
.. attribute:: Response.url
@ -564,10 +738,10 @@ Response objects
.. attribute:: Response.body
The body of this Response. Keep in mind that Response.body
is always a bytes object. If you want the unicode version use
:attr:`TextResponse.text` (only available in :class:`TextResponse`
and subclasses).
The response body as bytes.
If you want the body as a string, use :attr:`TextResponse.text` (only
available in :class:`TextResponse` and subclasses).
This attribute is read-only. To change the body of a Response use
:meth:`replace`.
@ -593,7 +767,7 @@ Response objects
.. attribute:: Response.meta
A shortcut to the :attr:`Request.meta` attribute of the
:attr:`Response.request` object (ie. ``self.request.meta``).
:attr:`Response.request` object (i.e. ``self.request.meta``).
Unlike the :attr:`Response.request` attribute, the :attr:`Response.meta`
attribute is propagated along redirects and retries, so you will get
@ -601,13 +775,59 @@ Response objects
.. seealso:: :attr:`Request.meta` attribute
.. attribute:: Response.cb_kwargs
.. versionadded:: 2.0
A shortcut to the :attr:`Request.cb_kwargs` attribute of the
:attr:`Response.request` object (i.e. ``self.request.cb_kwargs``).
Unlike the :attr:`Response.request` attribute, the
:attr:`Response.cb_kwargs` attribute is propagated along redirects and
retries, so you will get the original :attr:`Request.cb_kwargs` sent
from your spider.
.. seealso:: :attr:`Request.cb_kwargs` attribute
.. attribute:: Response.flags
A list that contains flags for this response. Flags are labels used for
tagging Responses. For example: `'cached'`, `'redirected`', etc. And
tagging Responses. For example: ``'cached'``, ``'redirected``', etc. And
they're shown on the string representation of the Response (`__str__`
method) which is used by the engine for logging.
.. attribute:: Response.certificate
.. versionadded:: 2.0.0
A :class:`twisted.internet.ssl.Certificate` object representing
the server's SSL certificate.
Only populated for ``https`` responses, ``None`` otherwise.
.. attribute:: Response.ip_address
.. versionadded:: 2.1.0
The IP address of the server from which the Response originated.
This attribute is currently only populated by the HTTP 1.1 download
handler, i.e. for ``http(s)`` responses. For other handlers,
:attr:`ip_address` is always ``None``.
.. attribute:: Response.protocol
.. versionadded:: 2.5.0
The protocol that was used to download the response.
For instance: "HTTP/1.0", "HTTP/1.1"
This attribute is currently only populated by the HTTP download
handlers, i.e. for ``http(s)`` responses. For other handlers,
:attr:`protocol` is always ``None``.
.. autoattribute:: Response.attributes
.. method:: Response.copy()
Returns a new Response which is a copy of this Response.
@ -623,15 +843,15 @@ Response objects
Constructs an absolute url by combining the Response's :attr:`url` with
a possible relative url.
This is a wrapper over `urlparse.urljoin`_, it's merely an alias for
This is a wrapper over :func:`~urllib.parse.urljoin`, it's merely an alias for
making this call::
urlparse.urljoin(response.url, url)
urllib.parse.urljoin(response.url, url)
.. automethod:: Response.follow
.. automethod:: Response.follow_all
.. _urlparse.urljoin: https://docs.python.org/2/library/urlparse.html#urlparse.urljoin
.. _topics-request-response-ref-response-subclasses:
@ -650,23 +870,23 @@ TextResponse objects
:class:`Response` class, which is meant to be used only for binary data,
such as images, sounds or any media file.
:class:`TextResponse` objects support a new constructor argument, in
:class:`TextResponse` objects support a new ``__init__`` method argument, in
addition to the base :class:`Response` objects. The remaining functionality
is the same as for the :class:`Response` class and is not documented here.
:param encoding: is a string which contains the encoding to use for this
response. If you create a :class:`TextResponse` object with a unicode
body, it will be encoded using this encoding (remember the body attribute
is always a string). If ``encoding`` is ``None`` (default value), the
encoding will be looked up in the response headers and body instead.
:type encoding: string
response. If you create a :class:`TextResponse` object with a string as
body, it will be converted to bytes encoded using this encoding. If
*encoding* is ``None`` (default), the encoding will be looked up in the
response headers and body instead.
:type encoding: str
:class:`TextResponse` objects support the following attributes in addition
to the standard :class:`Response` ones:
.. attribute:: TextResponse.text
Response body, as unicode.
Response body, as a string.
The same as ``response.body.decode(response.encoding)``, but the
result is cached after the first call, so you can access
@ -674,9 +894,11 @@ TextResponse objects
.. note::
``unicode(response.body)`` is not a correct way to convert response
body to unicode: you would be using the system default encoding
(typically `ascii`) instead of the response encoding.
``str(response.body)`` is not a correct way to convert the response
body into a string:
>>> str(b'body')
"b'body'"
.. attribute:: TextResponse.encoding
@ -684,10 +906,10 @@ TextResponse objects
A string with the encoding of this response. The encoding is resolved by
trying the following mechanisms, in order:
1. the encoding passed in the constructor `encoding` argument
1. the encoding passed in the ``__init__`` method ``encoding`` argument
2. the encoding declared in the Content-Type HTTP header. If this
encoding is not valid (ie. unknown), it is ignored and the next
encoding is not valid (i.e. unknown), it is ignored and the next
resolution mechanism is tried.
3. the encoding declared in the response body. The TextResponse class
@ -699,9 +921,11 @@ TextResponse objects
.. attribute:: TextResponse.selector
A :class:`~scrapy.selector.Selector` instance using the response as
A :class:`~scrapy.Selector` instance using the response as
target. The selector is lazily instantiated on first access.
.. autoattribute:: TextResponse.attributes
:class:`TextResponse` objects support the following methods in addition to
the standard :class:`Response` ones:
@ -719,10 +943,12 @@ TextResponse objects
.. automethod:: TextResponse.follow
.. method:: TextResponse.body_as_unicode()
.. automethod:: TextResponse.follow_all
The same as :attr:`text`, but available as a method. This method is
kept for backwards compatibility; please prefer ``response.text``.
.. automethod:: TextResponse.json()
Returns a Python object from deserialized JSON document.
The result is cached after the first call.
HtmlResponse objects
@ -745,5 +971,4 @@ XmlResponse objects
adds encoding auto-discovering support by looking into the XML declaration
line. See :attr:`TextResponse.encoding`.
.. _Twisted Failure: https://twistedmatrix.com/documents/current/api/twisted.python.failure.Failure.html
.. _bug in lxml: https://bugs.launchpad.net/lxml/+bug/1665241

34
docs/topics/scheduler.rst Normal file
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@ -0,0 +1,34 @@
.. _topics-scheduler:
=========
Scheduler
=========
.. module:: scrapy.core.scheduler
The scheduler component receives requests from the :ref:`engine <component-engine>`
and stores them into persistent and/or non-persistent data structures.
It also gets those requests and feeds them back to the engine when it
asks for a next request to be downloaded.
Overriding the default scheduler
================================
You can use your own custom scheduler class by supplying its full
Python path in the :setting:`SCHEDULER` setting.
Minimal scheduler interface
===========================
.. autoclass:: BaseScheduler
:members:
Default Scrapy scheduler
========================
.. autoclass:: Scheduler
:members:
:special-members: __len__

File diff suppressed because it is too large Load Diff

View File

@ -26,9 +26,9 @@ do this by using an environment variable, ``SCRAPY_SETTINGS_MODULE``.
The value of ``SCRAPY_SETTINGS_MODULE`` should be in Python path syntax, e.g.
``myproject.settings``. Note that the settings module should be on the
Python `import search path`_.
Python :ref:`import search path <tut-searchpath>`.
.. _import search path: https://docs.python.org/2/tutorial/modules.html#the-module-search-path
.. _populating-settings:
Populating the settings
=======================
@ -67,7 +67,7 @@ Example::
Spiders (See the :ref:`topics-spiders` chapter for reference) can define their
own settings that will take precedence and override the project ones. They can
do so by setting their :attr:`~scrapy.spiders.Spider.custom_settings` attribute::
do so by setting their :attr:`~scrapy.Spider.custom_settings` attribute::
class MySpider(scrapy.Spider):
name = 'myspider'
@ -98,6 +98,32 @@ class.
The global defaults are located in the ``scrapy.settings.default_settings``
module and documented in the :ref:`topics-settings-ref` section.
Import paths and classes
========================
.. versionadded:: 2.4.0
When a setting references a callable object to be imported by Scrapy, such as a
class or a function, there are two different ways you can specify that object:
- As a string containing the import path of that object
- As the object itself
For example::
from mybot.pipelines.validate import ValidateMyItem
ITEM_PIPELINES = {
# passing the classname...
ValidateMyItem: 300,
# ...equals passing the class path
'mybot.pipelines.validate.ValidateMyItem': 300,
}
.. note:: Passing non-callable objects is not supported.
How to access settings
======================
@ -110,19 +136,19 @@ In a spider, the settings are available through ``self.settings``::
start_urls = ['http://example.com']
def parse(self, response):
print("Existing settings: %s" % self.settings.attributes.keys())
print(f"Existing settings: {self.settings.attributes.keys()}")
.. note::
The ``settings`` attribute is set in the base Spider class after the spider
is initialized. If you want to use the settings before the initialization
(e.g., in your spider's ``__init__()`` method), you'll need to override the
:meth:`~scrapy.spiders.Spider.from_crawler` method.
:meth:`~scrapy.Spider.from_crawler` method.
Settings can be accessed through the :attr:`scrapy.crawler.Crawler.settings`
attribute of the Crawler that is passed to ``from_crawler`` method in
extensions, middlewares and item pipelines::
class MyExtension(object):
class MyExtension:
def __init__(self, log_is_enabled=False):
if log_is_enabled:
print("log is enabled!")
@ -178,35 +204,84 @@ Default: ``None``
The AWS secret key used by code that requires access to `Amazon Web services`_,
such as the :ref:`S3 feed storage backend <topics-feed-storage-s3>`.
.. setting:: BOT_NAME
.. setting:: AWS_SESSION_TOKEN
AWS_SESSION_TOKEN
-----------------
Default: ``None``
The AWS security token used by code that requires access to `Amazon Web services`_,
such as the :ref:`S3 feed storage backend <topics-feed-storage-s3>`, when using
`temporary security credentials`_.
.. _temporary security credentials: https://docs.aws.amazon.com/general/latest/gr/aws-sec-cred-types.html#temporary-access-keys
.. setting:: AWS_ENDPOINT_URL
AWS_ENDPOINT_URL
----------------
Default: ``None``
Endpoint URL used for S3-like self-hosted storage. Storage like Minio or s3.scality.
Endpoint URL used for S3-like storage, for example Minio or s3.scality.
.. setting:: AWS_ENDPOINT_URL
.. setting:: AWS_USE_SSL
AWS_USE_SSL
-----------
Default: ``None``
Use this option if you want to disable SSL connection for communication with S3 or S3-like storage.
By default SSL will be used.
Use this option if you want to disable SSL connection for communication with
S3 or S3-like storage. By default SSL will be used.
.. setting:: AWS_USE_SSL
.. setting:: AWS_VERIFY
AWS_VERIFY
----------
Default: ``None``
Verify SSL connection between Scrapy and S3 or S3-like storage. By default SSL verification will occur.
Verify SSL connection between Scrapy and S3 or S3-like storage. By default
SSL verification will occur.
.. setting:: AWS_VERIFY
.. setting:: AWS_REGION_NAME
AWS_REGION_NAME
---------------
Default: ``None``
The name of the region associated with the AWS client.
.. setting:: ASYNCIO_EVENT_LOOP
ASYNCIO_EVENT_LOOP
------------------
Default: ``None``
Import path of a given ``asyncio`` event loop class.
If the asyncio reactor is enabled (see :setting:`TWISTED_REACTOR`) this setting can be used to specify the
asyncio event loop to be used with it. Set the setting to the import path of the
desired asyncio event loop class. If the setting is set to ``None`` the default asyncio
event loop will be used.
If you are installing the asyncio reactor manually using the :func:`~scrapy.utils.reactor.install_reactor`
function, you can use the ``event_loop_path`` parameter to indicate the import path of the event loop
class to be used.
Note that the event loop class must inherit from :class:`asyncio.AbstractEventLoop`.
.. caution:: Please be aware that, when using a non-default event loop
(either defined via :setting:`ASYNCIO_EVENT_LOOP` or installed with
:func:`~scrapy.utils.reactor.install_reactor`), Scrapy will call
:func:`asyncio.set_event_loop`, which will set the specified event loop
as the current loop for the current OS thread.
.. setting:: BOT_NAME
BOT_NAME
--------
@ -214,8 +289,7 @@ BOT_NAME
Default: ``'scrapybot'``
The name of the bot implemented by this Scrapy project (also known as the
project name). This will be used to construct the User-Agent by default, and
also for logging.
project name). This name will be used for the logging too.
It's automatically populated with your project name when you create your
project with the :command:`startproject` command.
@ -227,8 +301,8 @@ CONCURRENT_ITEMS
Default: ``100``
Maximum number of concurrent items (per response) to process in parallel in the
Item Processor (also known as the :ref:`Item Pipeline <topics-item-pipeline>`).
Maximum number of concurrent items (per response) to process in parallel in
:ref:`item pipelines <topics-item-pipeline>`.
.. setting:: CONCURRENT_REQUESTS
@ -237,7 +311,7 @@ CONCURRENT_REQUESTS
Default: ``16``
The maximum number of concurrent (ie. simultaneous) requests that will be
The maximum number of concurrent (i.e. simultaneous) requests that will be
performed by the Scrapy downloader.
.. setting:: CONCURRENT_REQUESTS_PER_DOMAIN
@ -247,7 +321,7 @@ CONCURRENT_REQUESTS_PER_DOMAIN
Default: ``8``
The maximum number of concurrent (ie. simultaneous) requests that will be
The maximum number of concurrent (i.e. simultaneous) requests that will be
performed to any single domain.
See also: :ref:`topics-autothrottle` and its
@ -261,7 +335,7 @@ CONCURRENT_REQUESTS_PER_IP
Default: ``0``
The maximum number of concurrent (ie. simultaneous) requests that will be
The maximum number of concurrent (i.e. simultaneous) requests that will be
performed to any single IP. If non-zero, the
:setting:`CONCURRENT_REQUESTS_PER_DOMAIN` setting is ignored, and this one is
used instead. In other words, concurrency limits will be applied per IP, not
@ -277,7 +351,7 @@ is non-zero, download delay is enforced per IP, not per domain.
DEFAULT_ITEM_CLASS
------------------
Default: ``'scrapy.item.Item'``
Default: ``'scrapy.Item'``
The default class that will be used for instantiating items in the :ref:`the
Scrapy shell <topics-shell>`.
@ -297,6 +371,11 @@ Default::
The default headers used for Scrapy HTTP Requests. They're populated in the
:class:`~scrapy.downloadermiddlewares.defaultheaders.DefaultHeadersMiddleware`.
.. caution:: Cookies set via the ``Cookie`` header are not considered by the
:ref:`cookies-mw`. If you need to set cookies for a request, use the
:class:`Request.cookies <scrapy.Request>` parameter. This is a known
current limitation that is being worked on.
.. setting:: DEPTH_LIMIT
DEPTH_LIMIT
@ -318,16 +397,16 @@ Default: ``0``
Scope: ``scrapy.spidermiddlewares.depth.DepthMiddleware``
An integer that is used to adjust the request priority based on its depth:
An integer that is used to adjust the :attr:`~scrapy.Request.priority` of
a :class:`~scrapy.Request` based on its depth.
- if zero (default), no priority adjustment is made from depth
- **a positive value will decrease the priority, i.e. higher depth
requests will be processed later** ; this is commonly used when doing
breadth-first crawls (BFO)
- a negative value will increase priority, i.e., higher depth requests
will be processed sooner (DFO)
The priority of a request is adjusted as follows::
See also: :ref:`faq-bfo-dfo` about tuning Scrapy for BFO or DFO.
request.priority = request.priority - ( depth * DEPTH_PRIORITY )
As depth increases, positive values of ``DEPTH_PRIORITY`` decrease request
priority (BFO), while negative values increase request priority (DFO). See
also :ref:`faq-bfo-dfo`.
.. note::
@ -335,17 +414,6 @@ See also: :ref:`faq-bfo-dfo` about tuning Scrapy for BFO or DFO.
other priority settings :setting:`REDIRECT_PRIORITY_ADJUST`
and :setting:`RETRY_PRIORITY_ADJUST`.
.. setting:: DEPTH_STATS
DEPTH_STATS
-----------
Default: ``True``
Scope: ``scrapy.spidermiddlewares.depth.DepthMiddleware``
Whether to collect maximum depth stats.
.. setting:: DEPTH_STATS_VERBOSE
DEPTH_STATS_VERBOSE
@ -376,6 +444,21 @@ Default: ``10000``
DNS in-memory cache size.
.. setting:: DNS_RESOLVER
DNS_RESOLVER
------------
.. versionadded:: 2.0
Default: ``'scrapy.resolver.CachingThreadedResolver'``
The class to be used to resolve DNS names. The default ``scrapy.resolver.CachingThreadedResolver``
supports specifying a timeout for DNS requests via the :setting:`DNS_TIMEOUT` setting,
but works only with IPv4 addresses. Scrapy provides an alternative resolver,
``scrapy.resolver.CachingHostnameResolver``, which supports IPv4/IPv6 addresses but does not
take the :setting:`DNS_TIMEOUT` setting into account.
.. setting:: DNS_TIMEOUT
DNS_TIMEOUT
@ -407,10 +490,9 @@ connections (for ``HTTP10DownloadHandler``).
.. note::
HTTP/1.0 is rarely used nowadays so you can safely ignore this setting,
unless you use Twisted<11.1, or if you really want to use HTTP/1.0
and override :setting:`DOWNLOAD_HANDLERS_BASE` for ``http(s)`` scheme
accordingly, i.e. to
``'scrapy.core.downloader.handlers.http.HTTP10DownloadHandler'``.
unless you really want to use HTTP/1.0 and override
:setting:`DOWNLOAD_HANDLERS` for ``http(s)`` scheme accordingly,
i.e. to ``'scrapy.core.downloader.handlers.http.HTTP10DownloadHandler'``.
.. setting:: DOWNLOADER_CLIENTCONTEXTFACTORY
@ -434,11 +516,30 @@ or even enable client-side authentication (and various other things).
Scrapy also has another context factory class that you can set,
``'scrapy.core.downloader.contextfactory.BrowserLikeContextFactory'``,
which uses the platform's certificates to validate remote endpoints.
**This is only available if you use Twisted>=14.0.**
If you do use a custom ContextFactory, make sure it accepts a ``method``
parameter at init (this is the ``OpenSSL.SSL`` method mapping
:setting:`DOWNLOADER_CLIENT_TLS_METHOD`).
If you do use a custom ContextFactory, make sure its ``__init__`` method
accepts a ``method`` parameter (this is the ``OpenSSL.SSL`` method mapping
:setting:`DOWNLOADER_CLIENT_TLS_METHOD`), a ``tls_verbose_logging``
parameter (``bool``) and a ``tls_ciphers`` parameter (see
:setting:`DOWNLOADER_CLIENT_TLS_CIPHERS`).
.. setting:: DOWNLOADER_CLIENT_TLS_CIPHERS
DOWNLOADER_CLIENT_TLS_CIPHERS
-----------------------------
Default: ``'DEFAULT'``
Use this setting to customize the TLS/SSL ciphers used by the default
HTTP/1.1 downloader.
The setting should contain a string in the `OpenSSL cipher list format`_,
these ciphers will be used as client ciphers. Changing this setting may be
necessary to access certain HTTPS websites: for example, you may need to use
``'DEFAULT:!DH'`` for a website with weak DH parameters or enable a
specific cipher that is not included in ``DEFAULT`` if a website requires it.
.. _OpenSSL cipher list format: https://www.openssl.org/docs/manmaster/man1/openssl-ciphers.html#CIPHER-LIST-FORMAT
.. setting:: DOWNLOADER_CLIENT_TLS_METHOD
@ -461,10 +562,20 @@ This setting must be one of these string values:
- ``'TLSv1.2'``: forces TLS version 1.2
- ``'SSLv3'``: forces SSL version 3 (**not recommended**)
.. note::
We recommend that you use PyOpenSSL>=0.13 and Twisted>=0.13
or above (Twisted>=14.0 if you can).
.. setting:: DOWNLOADER_CLIENT_TLS_VERBOSE_LOGGING
DOWNLOADER_CLIENT_TLS_VERBOSE_LOGGING
-------------------------------------
Default: ``False``
Setting this to ``True`` will enable DEBUG level messages about TLS connection
parameters after establishing HTTPS connections. The kind of information logged
depends on the versions of OpenSSL and pyOpenSSL.
This setting is only used for the default
:setting:`DOWNLOADER_CLIENTCONTEXTFACTORY`.
.. setting:: DOWNLOADER_MIDDLEWARES
@ -536,6 +647,8 @@ amount of time between requests, but uses a random interval between 0.5 * :setti
When :setting:`CONCURRENT_REQUESTS_PER_IP` is non-zero, delays are enforced
per ip address instead of per domain.
.. _spider-download_delay-attribute:
You can also change this setting per spider by setting ``download_delay``
spider attribute.
@ -557,6 +670,7 @@ DOWNLOAD_HANDLERS_BASE
Default::
{
'data': 'scrapy.core.downloader.handlers.datauri.DataURIDownloadHandler',
'file': 'scrapy.core.downloader.handlers.file.FileDownloadHandler',
'http': 'scrapy.core.downloader.handlers.http.HTTPDownloadHandler',
'https': 'scrapy.core.downloader.handlers.http.HTTPDownloadHandler',
@ -577,6 +691,45 @@ handler (without replacement), place this in your ``settings.py``::
'ftp': None,
}
.. _http2:
The default HTTPS handler uses HTTP/1.1. To use HTTP/2:
#. Install ``Twisted[http2]>=17.9.0`` to install the packages required to
enable HTTP/2 support in Twisted.
#. Update :setting:`DOWNLOAD_HANDLERS` as follows::
DOWNLOAD_HANDLERS = {
'https': 'scrapy.core.downloader.handlers.http2.H2DownloadHandler',
}
.. warning::
HTTP/2 support in Scrapy is experimental, and not yet recommended for
production environments. Future Scrapy versions may introduce related
changes without a deprecation period or warning.
.. note::
Known limitations of the current HTTP/2 implementation of Scrapy include:
- No support for HTTP/2 Cleartext (h2c), since no major browser supports
HTTP/2 unencrypted (refer `http2 faq`_).
- No setting to specify a maximum `frame size`_ larger than the default
value, 16384. Connections to servers that send a larger frame will
fail.
- No support for `server pushes`_, which are ignored.
- No support for the :signal:`bytes_received` and
:signal:`headers_received` signals.
.. _frame size: https://tools.ietf.org/html/rfc7540#section-4.2
.. _http2 faq: https://http2.github.io/faq/#does-http2-require-encryption
.. _server pushes: https://tools.ietf.org/html/rfc7540#section-8.2
.. setting:: DOWNLOAD_TIMEOUT
DOWNLOAD_TIMEOUT
@ -597,7 +750,7 @@ The amount of time (in secs) that the downloader will wait before timing out.
DOWNLOAD_MAXSIZE
----------------
Default: `1073741824` (1024MB)
Default: ``1073741824`` (1024MB)
The maximum response size (in bytes) that downloader will download.
@ -611,14 +764,12 @@ If you want to disable it set to 0.
spider attribute and per-request using :reqmeta:`download_maxsize`
Request.meta key.
This feature needs Twisted >= 11.1.
.. setting:: DOWNLOAD_WARNSIZE
DOWNLOAD_WARNSIZE
-----------------
Default: `33554432` (32MB)
Default: ``33554432`` (32MB)
The response size (in bytes) that downloader will start to warn.
@ -630,8 +781,6 @@ If you want to disable it set to 0.
spider attribute and per-request using :reqmeta:`download_warnsize`
Request.meta key.
This feature needs Twisted >= 11.1.
.. setting:: DOWNLOAD_FAIL_ON_DATALOSS
DOWNLOAD_FAIL_ON_DATALOSS
@ -658,6 +807,15 @@ Optionally, this can be set per-request basis by using the
If :setting:`RETRY_ENABLED` is ``True`` and this setting is set to ``True``,
the ``ResponseFailed([_DataLoss])`` failure will be retried as usual.
.. warning::
This setting is ignored by the
:class:`~scrapy.core.downloader.handlers.http2.H2DownloadHandler`
download handler (see :setting:`DOWNLOAD_HANDLERS`). In case of a data loss
error, the corresponding HTTP/2 connection may be corrupted, affecting other
requests that use the same connection; hence, a ``ResponseFailed([InvalidBodyLengthError])``
failure is always raised for every request that was using that connection.
.. setting:: DUPEFILTER_CLASS
DUPEFILTER_CLASS
@ -671,14 +829,14 @@ The default (``RFPDupeFilter``) filters based on request fingerprint using
the ``scrapy.utils.request.request_fingerprint`` function. In order to change
the way duplicates are checked you could subclass ``RFPDupeFilter`` and
override its ``request_fingerprint`` method. This method should accept
scrapy :class:`~scrapy.http.Request` object and return its fingerprint
scrapy :class:`~scrapy.Request` object and return its fingerprint
(a string).
You can disable filtering of duplicate requests by setting
:setting:`DUPEFILTER_CLASS` to ``'scrapy.dupefilters.BaseDupeFilter'``.
Be very careful about this however, because you can get into crawling loops.
It's usually a better idea to set the ``dont_filter`` parameter to
``True`` on the specific :class:`~scrapy.http.Request` that should not be
``True`` on the specific :class:`~scrapy.Request` that should not be
filtered.
.. setting:: DUPEFILTER_DEBUG
@ -747,6 +905,14 @@ The Feed Temp dir allows you to set a custom folder to save crawler
temporary files before uploading with :ref:`FTP feed storage <topics-feed-storage-ftp>` and
:ref:`Amazon S3 <topics-feed-storage-s3>`.
.. setting:: FEED_STORAGE_GCS_ACL
FEED_STORAGE_GCS_ACL
--------------------
The Access Control List (ACL) used when storing items to :ref:`Google Cloud Storage <topics-feed-storage-gcs>`.
For more information on how to set this value, please refer to the column *JSON API* in `Google Cloud documentation <https://cloud.google.com/storage/docs/access-control/lists>`_.
.. setting:: FTP_PASSIVE_MODE
FTP_PASSIVE_MODE
@ -756,6 +922,7 @@ Default: ``True``
Whether or not to use passive mode when initiating FTP transfers.
.. reqmeta:: ftp_password
.. setting:: FTP_PASSWORD
FTP_PASSWORD
@ -774,6 +941,7 @@ in ``Request`` meta.
.. _RFC 1635: https://tools.ietf.org/html/rfc1635
.. reqmeta:: ftp_user
.. setting:: FTP_USER
FTP_USER
@ -784,6 +952,15 @@ Default: ``"anonymous"``
The username to use for FTP connections when there is no ``"ftp_user"``
in ``Request`` meta.
.. setting:: GCS_PROJECT_ID
GCS_PROJECT_ID
-----------------
Default: ``None``
The Project ID that will be used when storing data on `Google Cloud Storage`_.
.. setting:: ITEM_PIPELINES
ITEM_PIPELINES
@ -812,6 +989,16 @@ Default: ``{}``
A dict containing the pipelines enabled by default in Scrapy. You should never
modify this setting in your project, modify :setting:`ITEM_PIPELINES` instead.
.. setting:: JOBDIR
JOBDIR
------
Default: ``''``
A string indicating the directory for storing the state of a crawl when
:ref:`pausing and resuming crawls <topics-jobs>`.
.. setting:: LOG_ENABLED
LOG_ENABLED
@ -839,6 +1026,16 @@ Default: ``None``
File name to use for logging output. If ``None``, standard error will be used.
.. setting:: LOG_FILE_APPEND
LOG_FILE_APPEND
---------------
Default: ``True``
If ``False``, the log file specified with :setting:`LOG_FILE` will be
overwritten (discarding the output from previous runs, if any).
.. setting:: LOG_FORMAT
LOG_FORMAT
@ -846,10 +1043,9 @@ LOG_FORMAT
Default: ``'%(asctime)s [%(name)s] %(levelname)s: %(message)s'``
String for formatting log messsages. Refer to the `Python logging documentation`_ for the whole list of available
placeholders.
.. _Python logging documentation: https://docs.python.org/2/library/logging.html#logrecord-attributes
String for formatting log messages. Refer to the
:ref:`Python logging documentation <logrecord-attributes>` for the qwhole
list of available placeholders.
.. setting:: LOG_DATEFORMAT
@ -859,10 +1055,18 @@ LOG_DATEFORMAT
Default: ``'%Y-%m-%d %H:%M:%S'``
String for formatting date/time, expansion of the ``%(asctime)s`` placeholder
in :setting:`LOG_FORMAT`. Refer to the `Python datetime documentation`_ for the whole list of available
directives.
in :setting:`LOG_FORMAT`. Refer to the
:ref:`Python datetime documentation <strftime-strptime-behavior>` for the
whole list of available directives.
.. _Python datetime documentation: https://docs.python.org/2/library/datetime.html#strftime-and-strptime-behavior
.. setting:: LOG_FORMATTER
LOG_FORMATTER
-------------
Default: :class:`scrapy.logformatter.LogFormatter`
The class to use for :ref:`formatting log messages <custom-log-formats>` for different actions.
.. setting:: LOG_LEVEL
@ -882,7 +1086,7 @@ LOG_STDOUT
Default: ``False``
If ``True``, all standard output (and error) of your process will be redirected
to the log. For example if you ``print 'hello'`` it will appear in the Scrapy
to the log. For example if you ``print('hello')`` it will appear in the Scrapy
log.
.. setting:: LOG_SHORT_NAMES
@ -895,6 +1099,16 @@ Default: ``False``
If ``True``, the logs will just contain the root path. If it is set to ``False``
then it displays the component responsible for the log output
.. setting:: LOGSTATS_INTERVAL
LOGSTATS_INTERVAL
-----------------
Default: ``60.0``
The interval (in seconds) between each logging printout of the stats
by :class:`~scrapy.extensions.logstats.LogStats`.
.. setting:: MEMDEBUG_ENABLED
MEMDEBUG_ENABLED
@ -955,8 +1169,6 @@ See :ref:`topics-extensions-ref-memusage`.
MEMUSAGE_CHECK_INTERVAL_SECONDS
-------------------------------
.. versionadded:: 1.1
Default: ``60.0``
Scope: ``scrapy.extensions.memusage``
@ -1044,17 +1256,6 @@ multi-purpose thread pool used by various Scrapy components. Threaded
DNS Resolver, BlockingFeedStorage, S3FilesStore just to name a few. Increase
this value if you're experiencing problems with insufficient blocking IO.
.. setting:: REDIRECT_MAX_TIMES
REDIRECT_MAX_TIMES
------------------
Default: ``20``
Defines the maximum times a request can be redirected. After this maximum the
request's response is returned as is. We used Firefox default value for the
same task.
.. setting:: REDIRECT_PRIORITY_ADJUST
REDIRECT_PRIORITY_ADJUST
@ -1069,20 +1270,6 @@ Adjust redirect request priority relative to original request:
- **a positive priority adjust (default) means higher priority.**
- a negative priority adjust means lower priority.
.. setting:: RETRY_PRIORITY_ADJUST
RETRY_PRIORITY_ADJUST
---------------------
Default: ``-1``
Scope: ``scrapy.downloadermiddlewares.retry.RetryMiddleware``
Adjust retry request priority relative to original request:
- a positive priority adjust means higher priority.
- **a negative priority adjust (default) means lower priority.**
.. setting:: ROBOTSTXT_OBEY
ROBOTSTXT_OBEY
@ -1101,6 +1288,28 @@ If enabled, Scrapy will respect robots.txt policies. For more information see
this option is enabled by default in settings.py file generated
by ``scrapy startproject`` command.
.. setting:: ROBOTSTXT_PARSER
ROBOTSTXT_PARSER
----------------
Default: ``'scrapy.robotstxt.ProtegoRobotParser'``
The parser backend to use for parsing ``robots.txt`` files. For more information see
:ref:`topics-dlmw-robots`.
.. setting:: ROBOTSTXT_USER_AGENT
ROBOTSTXT_USER_AGENT
^^^^^^^^^^^^^^^^^^^^
Default: ``None``
The user agent string to use for matching in the robots.txt file. If ``None``,
the User-Agent header you are sending with the request or the
:setting:`USER_AGENT` setting (in that order) will be used for determining
the user agent to use in the robots.txt file.
.. setting:: SCHEDULER
SCHEDULER
@ -1108,7 +1317,8 @@ SCHEDULER
Default: ``'scrapy.core.scheduler.Scheduler'``
The scheduler to use for crawling.
The scheduler class to be used for crawling.
See the :ref:`topics-scheduler` topic for details.
.. setting:: SCHEDULER_DEBUG
@ -1153,9 +1363,28 @@ Type of in-memory queue used by scheduler. Other available type is:
SCHEDULER_PRIORITY_QUEUE
------------------------
Default: ``'queuelib.PriorityQueue'``
Default: ``'scrapy.pqueues.ScrapyPriorityQueue'``
Type of priority queue used by scheduler.
Type of priority queue used by the scheduler. Another available type is
``scrapy.pqueues.DownloaderAwarePriorityQueue``.
``scrapy.pqueues.DownloaderAwarePriorityQueue`` works better than
``scrapy.pqueues.ScrapyPriorityQueue`` when you crawl many different
domains in parallel. But currently ``scrapy.pqueues.DownloaderAwarePriorityQueue``
does not work together with :setting:`CONCURRENT_REQUESTS_PER_IP`.
.. setting:: SCRAPER_SLOT_MAX_ACTIVE_SIZE
SCRAPER_SLOT_MAX_ACTIVE_SIZE
----------------------------
.. versionadded:: 2.0
Default: ``5_000_000``
Soft limit (in bytes) for response data being processed.
While the sum of the sizes of all responses being processed is above this value,
Scrapy does not process new requests.
.. setting:: SPIDER_CONTRACTS
@ -1180,7 +1409,7 @@ Default::
'scrapy.contracts.default.ScrapesContract': 3,
}
A dict containing the scrapy contracts enabled by default in Scrapy. You should
A dict containing the Scrapy contracts enabled by default in Scrapy. You should
never modify this setting in your project, modify :setting:`SPIDER_CONTRACTS`
instead. For more info see :ref:`topics-contracts`.
@ -1207,11 +1436,9 @@ The class that will be used for loading spiders, which must implement the
SPIDER_LOADER_WARN_ONLY
-----------------------
.. versionadded:: 1.3.3
Default: ``False``
By default, when scrapy tries to import spider classes from :setting:`SPIDER_MODULES`,
By default, when Scrapy tries to import spider classes from :setting:`SPIDER_MODULES`,
it will fail loudly if there is any ``ImportError`` exception.
But you can choose to silence this exception and turn it into a simple
warning by setting ``SPIDER_LOADER_WARN_ONLY = True``.
@ -1309,17 +1536,6 @@ Default: ``True``
A boolean which specifies if the :ref:`telnet console <topics-telnetconsole>`
will be enabled (provided its extension is also enabled).
.. setting:: TELNETCONSOLE_PORT
TELNETCONSOLE_PORT
------------------
Default: ``[6023, 6073]``
The port range to use for the telnet console. If set to ``None`` or ``0``, a
dynamically assigned port is used. For more info see
:ref:`topics-telnetconsole`.
.. setting:: TEMPLATES_DIR
TEMPLATES_DIR
@ -1334,6 +1550,100 @@ command.
The project name must not conflict with the name of custom files or directories
in the ``project`` subdirectory.
.. setting:: TWISTED_REACTOR
TWISTED_REACTOR
---------------
.. versionadded:: 2.0
Default: ``None``
Import path of a given :mod:`~twisted.internet.reactor`.
Scrapy will install this reactor if no other reactor is installed yet, such as
when the ``scrapy`` CLI program is invoked or when using the
:class:`~scrapy.crawler.CrawlerProcess` class.
If you are using the :class:`~scrapy.crawler.CrawlerRunner` class, you also
need to install the correct reactor manually. You can do that using
:func:`~scrapy.utils.reactor.install_reactor`:
.. autofunction:: scrapy.utils.reactor.install_reactor
If a reactor is already installed,
:func:`~scrapy.utils.reactor.install_reactor` has no effect.
:meth:`CrawlerRunner.__init__ <scrapy.crawler.CrawlerRunner.__init__>` raises
:exc:`Exception` if the installed reactor does not match the
:setting:`TWISTED_REACTOR` setting; therefore, having top-level
:mod:`~twisted.internet.reactor` imports in project files and imported
third-party libraries will make Scrapy raise :exc:`Exception` when
it checks which reactor is installed.
In order to use the reactor installed by Scrapy::
import scrapy
from twisted.internet import reactor
class QuotesSpider(scrapy.Spider):
name = 'quotes'
def __init__(self, *args, **kwargs):
self.timeout = int(kwargs.pop('timeout', '60'))
super(QuotesSpider, self).__init__(*args, **kwargs)
def start_requests(self):
reactor.callLater(self.timeout, self.stop)
urls = ['http://quotes.toscrape.com/page/1']
for url in urls:
yield scrapy.Request(url=url, callback=self.parse)
def parse(self, response):
for quote in response.css('div.quote'):
yield {'text': quote.css('span.text::text').get()}
def stop(self):
self.crawler.engine.close_spider(self, 'timeout')
which raises :exc:`Exception`, becomes::
import scrapy
class QuotesSpider(scrapy.Spider):
name = 'quotes'
def __init__(self, *args, **kwargs):
self.timeout = int(kwargs.pop('timeout', '60'))
super(QuotesSpider, self).__init__(*args, **kwargs)
def start_requests(self):
from twisted.internet import reactor
reactor.callLater(self.timeout, self.stop)
urls = ['http://quotes.toscrape.com/page/1']
for url in urls:
yield scrapy.Request(url=url, callback=self.parse)
def parse(self, response):
for quote in response.css('div.quote'):
yield {'text': quote.css('span.text::text').get()}
def stop(self):
self.crawler.engine.close_spider(self, 'timeout')
The default value of the :setting:`TWISTED_REACTOR` setting is ``None``, which
means that Scrapy will install the default reactor defined by Twisted for the
current platform. This is to maintain backward compatibility and avoid possible
problems caused by using a non-default reactor.
For additional information, see :doc:`core/howto/choosing-reactor`.
.. setting:: URLLENGTH_LIMIT
@ -1344,8 +1654,19 @@ Default: ``2083``
Scope: ``spidermiddlewares.urllength``
The maximum URL length to allow for crawled URLs. For more information about
the default value for this setting see: https://boutell.com/newfaq/misc/urllength.html
The maximum URL length to allow for crawled URLs.
This setting can act as a stopping condition in case of URLs of ever-increasing
length, which may be caused for example by a programming error either in the
target server or in your code. See also :setting:`REDIRECT_MAX_TIMES` and
:setting:`DEPTH_LIMIT`.
Use ``0`` to allow URLs of any length.
The default value is copied from the `Microsoft Internet Explorer maximum URL
length`_, even though this setting exists for different reasons.
.. _Microsoft Internet Explorer maximum URL length: https://support.microsoft.com/en-us/topic/maximum-url-length-is-2-083-characters-in-internet-explorer-174e7c8a-6666-f4e0-6fd6-908b53c12246
.. setting:: USER_AGENT
@ -1354,7 +1675,10 @@ USER_AGENT
Default: ``"Scrapy/VERSION (+https://scrapy.org)"``
The default User-Agent to use when crawling, unless overridden.
The default User-Agent to use when crawling, unless overridden. This user agent is
also used by :class:`~scrapy.downloadermiddlewares.robotstxt.RobotsTxtMiddleware`
if :setting:`ROBOTSTXT_USER_AGENT` setting is ``None`` and
there is no overriding User-Agent header specified for the request.
Settings documented elsewhere:
@ -1365,7 +1689,7 @@ case to see how to enable and use them.
.. settingslist::
.. _Amazon web services: https://aws.amazon.com/
.. _breadth-first order: https://en.wikipedia.org/wiki/Breadth-first_search
.. _depth-first order: https://en.wikipedia.org/wiki/Depth-first_search
.. _Google Cloud Storage: https://cloud.google.com/storage/

View File

@ -31,7 +31,7 @@ for more info.
Scrapy also has support for `bpython`_, and will try to use it where `IPython`_
is unavailable.
Through scrapy's settings you can configure it to use any one of
Through Scrapy's settings you can configure it to use any one of
``ipython``, ``bpython`` or the standard ``python`` shell, regardless of which
are installed. This is done by setting the ``SCRAPY_PYTHON_SHELL`` environment
variable; or by defining it in your :ref:`scrapy.cfg <topics-config-settings>`::
@ -41,7 +41,7 @@ variable; or by defining it in your :ref:`scrapy.cfg <topics-config-settings>`::
.. _IPython: https://ipython.org/
.. _IPython installation guide: https://ipython.org/install.html
.. _bpython: https://www.bpython-interpreter.org/
.. _bpython: https://bpython-interpreter.org/
Launch the shell
================
@ -95,20 +95,21 @@ convenience.
Available Shortcuts
-------------------
* ``shelp()`` - print a help with the list of available objects and shortcuts
- ``shelp()`` - print a help with the list of available objects and
shortcuts
* ``fetch(url[, redirect=True])`` - fetch a new response from the given
URL and update all related objects accordingly. You can optionaly ask for
HTTP 3xx redirections to not be followed by passing ``redirect=False``
- ``fetch(url[, redirect=True])`` - fetch a new response from the given URL
and update all related objects accordingly. You can optionally ask for HTTP
3xx redirections to not be followed by passing ``redirect=False``
* ``fetch(request)`` - fetch a new response from the given request and
update all related objects accordingly.
- ``fetch(request)`` - fetch a new response from the given request and update
all related objects accordingly.
* ``view(response)`` - open the given response in your local web browser, for
inspection. This will add a `\<base\> tag`_ to the response body in order
for external links (such as images and style sheets) to display properly.
Note, however, that this will create a temporary file in your computer,
which won't be removed automatically.
- ``view(response)`` - open the given response in your local web browser, for
inspection. This will add a `\<base\> tag`_ to the response body in order
for external links (such as images and style sheets) to display properly.
Note, however, that this will create a temporary file in your computer,
which won't be removed automatically.
.. _<base> tag: https://developer.mozilla.org/en-US/docs/Web/HTML/Element/base
@ -117,32 +118,32 @@ Available Scrapy objects
The Scrapy shell automatically creates some convenient objects from the
downloaded page, like the :class:`~scrapy.http.Response` object and the
:class:`~scrapy.selector.Selector` objects (for both HTML and XML
:class:`~scrapy.Selector` objects (for both HTML and XML
content).
Those objects are:
* ``crawler`` - the current :class:`~scrapy.crawler.Crawler` object.
- ``crawler`` - the current :class:`~scrapy.crawler.Crawler` object.
* ``spider`` - the Spider which is known to handle the URL, or a
:class:`~scrapy.spiders.Spider` object if there is no spider found for
the current URL
- ``spider`` - the Spider which is known to handle the URL, or a
:class:`~scrapy.Spider` object if there is no spider found for the
current URL
* ``request`` - a :class:`~scrapy.http.Request` object of the last fetched
page. You can modify this request using :meth:`~scrapy.http.Request.replace`
or fetch a new request (without leaving the shell) using the ``fetch``
shortcut.
- ``request`` - a :class:`~scrapy.Request` object of the last fetched
page. You can modify this request using
:meth:`~scrapy.Request.replace` or fetch a new request (without
leaving the shell) using the ``fetch`` shortcut.
* ``response`` - a :class:`~scrapy.http.Response` object containing the last
fetched page
- ``response`` - a :class:`~scrapy.http.Response` object containing the last
fetched page
* ``settings`` - the current :ref:`Scrapy settings <topics-settings>`
- ``settings`` - the current :ref:`Scrapy settings <topics-settings>`
Example of shell session
========================
Here's an example of a typical shell session where we start by scraping the
https://scrapy.org page, and then proceed to scrape the https://reddit.com
https://scrapy.org page, and then proceed to scrape the https://old.reddit.com/
page. Finally, we modify the (Reddit) request method to POST and re-fetch it
getting an error. We end the session by typing Ctrl-D (in Unix systems) or
Ctrl-Z in Windows.
@ -156,6 +157,17 @@ First, we launch the shell::
scrapy shell 'https://scrapy.org' --nolog
.. note::
Remember to always enclose URLs in quotes when running the Scrapy shell from
the command line, otherwise URLs containing arguments (i.e. the ``&`` character)
will not work.
On Windows, use double quotes instead::
scrapy shell "https://scrapy.org" --nolog
Then, the shell fetches the URL (using the Scrapy downloader) and prints the
list of available objects and useful shortcuts (you'll notice that these lines
all start with the ``[s]`` prefix)::
@ -177,47 +189,46 @@ all start with the ``[s]`` prefix)::
>>>
After that, we can start playing with the objects::
After that, we can start playing with the objects:
>>> response.xpath('//title/text()').extract_first()
'Scrapy | A Fast and Powerful Scraping and Web Crawling Framework'
>>> response.xpath('//title/text()').get()
'Scrapy | A Fast and Powerful Scraping and Web Crawling Framework'
>>> fetch("https://reddit.com")
>>> fetch("https://old.reddit.com/")
>>> response.xpath('//title/text()').extract()
['reddit: the front page of the internet']
>>> response.xpath('//title/text()').get()
'reddit: the front page of the internet'
>>> request = request.replace(method="POST")
>>> request = request.replace(method="POST")
>>> fetch(request)
>>> fetch(request)
>>> response.status
404
>>> response.status
404
>>> from pprint import pprint
>>> from pprint import pprint
>>> pprint(response.headers)
{'Accept-Ranges': ['bytes'],
'Cache-Control': ['max-age=0, must-revalidate'],
'Content-Type': ['text/html; charset=UTF-8'],
'Date': ['Thu, 08 Dec 2016 16:21:19 GMT'],
'Server': ['snooserv'],
'Set-Cookie': ['loid=KqNLou0V9SKMX4qb4n; Domain=reddit.com; Max-Age=63071999; Path=/; expires=Sat, 08-Dec-2018 16:21:19 GMT; secure',
'loidcreated=2016-12-08T16%3A21%3A19.445Z; Domain=reddit.com; Max-Age=63071999; Path=/; expires=Sat, 08-Dec-2018 16:21:19 GMT; secure',
'loid=vi0ZVe4NkxNWdlH7r7; Domain=reddit.com; Max-Age=63071999; Path=/; expires=Sat, 08-Dec-2018 16:21:19 GMT; secure',
'loidcreated=2016-12-08T16%3A21%3A19.459Z; Domain=reddit.com; Max-Age=63071999; Path=/; expires=Sat, 08-Dec-2018 16:21:19 GMT; secure'],
'Vary': ['accept-encoding'],
'Via': ['1.1 varnish'],
'X-Cache': ['MISS'],
'X-Cache-Hits': ['0'],
'X-Content-Type-Options': ['nosniff'],
'X-Frame-Options': ['SAMEORIGIN'],
'X-Moose': ['majestic'],
'X-Served-By': ['cache-cdg8730-CDG'],
'X-Timer': ['S1481214079.394283,VS0,VE159'],
'X-Ua-Compatible': ['IE=edge'],
'X-Xss-Protection': ['1; mode=block']}
>>>
>>> pprint(response.headers)
{'Accept-Ranges': ['bytes'],
'Cache-Control': ['max-age=0, must-revalidate'],
'Content-Type': ['text/html; charset=UTF-8'],
'Date': ['Thu, 08 Dec 2016 16:21:19 GMT'],
'Server': ['snooserv'],
'Set-Cookie': ['loid=KqNLou0V9SKMX4qb4n; Domain=reddit.com; Max-Age=63071999; Path=/; expires=Sat, 08-Dec-2018 16:21:19 GMT; secure',
'loidcreated=2016-12-08T16%3A21%3A19.445Z; Domain=reddit.com; Max-Age=63071999; Path=/; expires=Sat, 08-Dec-2018 16:21:19 GMT; secure',
'loid=vi0ZVe4NkxNWdlH7r7; Domain=reddit.com; Max-Age=63071999; Path=/; expires=Sat, 08-Dec-2018 16:21:19 GMT; secure',
'loidcreated=2016-12-08T16%3A21%3A19.459Z; Domain=reddit.com; Max-Age=63071999; Path=/; expires=Sat, 08-Dec-2018 16:21:19 GMT; secure'],
'Vary': ['accept-encoding'],
'Via': ['1.1 varnish'],
'X-Cache': ['MISS'],
'X-Cache-Hits': ['0'],
'X-Content-Type-Options': ['nosniff'],
'X-Frame-Options': ['SAMEORIGIN'],
'X-Moose': ['majestic'],
'X-Served-By': ['cache-cdg8730-CDG'],
'X-Timer': ['S1481214079.394283,VS0,VE159'],
'X-Ua-Compatible': ['IE=edge'],
'X-Xss-Protection': ['1; mode=block']}
.. _topics-shell-inspect-response:
@ -263,16 +274,16 @@ When you run the spider, you will get something similar to this::
>>> response.url
'http://example.org'
Then, you can check if the extraction code is working::
Then, you can check if the extraction code is working:
>>> response.xpath('//h1[@class="fn"]')
[]
>>> response.xpath('//h1[@class="fn"]')
[]
Nope, it doesn't. So you can open the response in your web browser and see if
it's the response you were expecting::
it's the response you were expecting:
>>> view(response)
True
>>> view(response)
True
Finally you hit Ctrl-D (or Ctrl-Z in Windows) to exit the shell and resume the
crawling::

View File

@ -16,8 +16,7 @@ deliver the arguments that the handler receives.
You can connect to signals (or send your own) through the
:ref:`topics-api-signals`.
Here is a simple example showing how you can catch signals and perform some action:
::
Here is a simple example showing how you can catch signals and perform some action::
from scrapy import signals
from scrapy import Spider
@ -46,14 +45,51 @@ Here is a simple example showing how you can catch signals and perform some acti
def parse(self, response):
pass
.. _signal-deferred:
Deferred signal handlers
========================
Some signals support returning `Twisted deferreds`_ from their handlers, see
the :ref:`topics-signals-ref` below to know which ones.
Some signals support returning :class:`~twisted.internet.defer.Deferred`
objects from their handlers, allowing you to run asynchronous code that
does not block Scrapy. If a signal handler returns a
:class:`~twisted.internet.defer.Deferred`, Scrapy waits for that
:class:`~twisted.internet.defer.Deferred` to fire.
.. _Twisted deferreds: https://twistedmatrix.com/documents/current/core/howto/defer.html
Let's take an example::
class SignalSpider(scrapy.Spider):
name = 'signals'
start_urls = ['http://quotes.toscrape.com/page/1/']
@classmethod
def from_crawler(cls, crawler, *args, **kwargs):
spider = super(SignalSpider, cls).from_crawler(crawler, *args, **kwargs)
crawler.signals.connect(spider.item_scraped, signal=signals.item_scraped)
return spider
def item_scraped(self, item):
# Send the scraped item to the server
d = treq.post(
'http://example.com/post',
json.dumps(item).encode('ascii'),
headers={b'Content-Type': [b'application/json']}
)
# The next item will be scraped only after
# deferred (d) is fired
return d
def parse(self, response):
for quote in response.css('div.quote'):
yield {
'text': quote.css('span.text::text').get(),
'author': quote.css('small.author::text').get(),
'tags': quote.css('div.tags a.tag::text').getall(),
}
See the :ref:`topics-signals-ref` below to know which signals support
:class:`~twisted.internet.defer.Deferred`.
.. _topics-signals-ref:
@ -65,22 +101,25 @@ Built-in signals reference
Here's the list of Scrapy built-in signals and their meaning.
engine_started
Engine signals
--------------
engine_started
~~~~~~~~~~~~~~
.. signal:: engine_started
.. function:: engine_started()
Sent when the Scrapy engine has started crawling.
This signal supports returning deferreds from their handlers.
This signal supports returning deferreds from its handlers.
.. note:: This signal may be fired *after* the :signal:`spider_opened` signal,
depending on how the spider was started. So **don't** rely on this signal
getting fired before :signal:`spider_opened`.
engine_stopped
--------------
~~~~~~~~~~~~~~
.. signal:: engine_stopped
.. function:: engine_stopped()
@ -88,10 +127,21 @@ engine_stopped
Sent when the Scrapy engine is stopped (for example, when a crawling
process has finished).
This signal supports returning deferreds from their handlers.
This signal supports returning deferreds from its handlers.
Item signals
------------
.. note::
As at max :setting:`CONCURRENT_ITEMS` items are processed in
parallel, many deferreds are fired together using
:class:`~twisted.internet.defer.DeferredList`. Hence the next
batch waits for the :class:`~twisted.internet.defer.DeferredList`
to fire and then runs the respective item signal handler for
the next batch of scraped items.
item_scraped
------------
~~~~~~~~~~~~
.. signal:: item_scraped
.. function:: item_scraped(item, response, spider)
@ -99,19 +149,19 @@ item_scraped
Sent when an item has been scraped, after it has passed all the
:ref:`topics-item-pipeline` stages (without being dropped).
This signal supports returning deferreds from their handlers.
This signal supports returning deferreds from its handlers.
:param item: the item scraped
:type item: dict or :class:`~scrapy.item.Item` object
:param item: the scraped item
:type item: :ref:`item object <item-types>`
:param spider: the spider which scraped the item
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
:param response: the response from where the item was scraped
:type response: :class:`~scrapy.http.Response` object
item_dropped
------------
~~~~~~~~~~~~
.. signal:: item_dropped
.. function:: item_dropped(item, response, exception, spider)
@ -119,13 +169,13 @@ item_dropped
Sent after an item has been dropped from the :ref:`topics-item-pipeline`
when some stage raised a :exc:`~scrapy.exceptions.DropItem` exception.
This signal supports returning deferreds from their handlers.
This signal supports returning deferreds from its handlers.
:param item: the item dropped from the :ref:`topics-item-pipeline`
:type item: dict or :class:`~scrapy.item.Item` object
:type item: :ref:`item object <item-types>`
:param spider: the spider which scraped the item
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
:param response: the response from where the item was dropped
:type response: :class:`~scrapy.http.Response` object
@ -135,8 +185,34 @@ item_dropped
to be dropped
:type exception: :exc:`~scrapy.exceptions.DropItem` exception
item_error
~~~~~~~~~~
.. signal:: item_error
.. function:: item_error(item, response, spider, failure)
Sent when a :ref:`topics-item-pipeline` generates an error (i.e. raises
an exception), except :exc:`~scrapy.exceptions.DropItem` exception.
This signal supports returning deferreds from its handlers.
:param item: the item that caused the error in the :ref:`topics-item-pipeline`
:type item: :ref:`item object <item-types>`
:param response: the response being processed when the exception was raised
:type response: :class:`~scrapy.http.Response` object
:param spider: the spider which raised the exception
:type spider: :class:`~scrapy.Spider` object
:param failure: the exception raised
:type failure: twisted.python.failure.Failure
Spider signals
--------------
spider_closed
-------------
~~~~~~~~~~~~~
.. signal:: spider_closed
.. function:: spider_closed(spider, reason)
@ -144,10 +220,10 @@ spider_closed
Sent after a spider has been closed. This can be used to release per-spider
resources reserved on :signal:`spider_opened`.
This signal supports returning deferreds from their handlers.
This signal supports returning deferreds from its handlers.
:param spider: the spider which has been closed
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
:param reason: a string which describes the reason why the spider was closed. If
it was closed because the spider has completed scraping, the reason
@ -159,7 +235,7 @@ spider_closed
:type reason: str
spider_opened
-------------
~~~~~~~~~~~~~
.. signal:: spider_opened
.. function:: spider_opened(spider)
@ -168,13 +244,13 @@ spider_opened
reserve per-spider resources, but can be used for any task that needs to be
performed when a spider is opened.
This signal supports returning deferreds from their handlers.
This signal supports returning deferreds from its handlers.
:param spider: the spider which has been opened
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
spider_idle
-----------
~~~~~~~~~~~
.. signal:: spider_idle
.. function:: spider_idle(spider)
@ -192,10 +268,17 @@ spider_idle
You may raise a :exc:`~scrapy.exceptions.DontCloseSpider` exception to
prevent the spider from being closed.
This signal does not support returning deferreds from their handlers.
Alternatively, you may raise a :exc:`~scrapy.exceptions.CloseSpider`
exception to provide a custom spider closing reason. An
idle handler is the perfect place to put some code that assesses
the final spider results and update the final closing reason
accordingly (e.g. setting it to 'too_few_results' instead of
'finished').
This signal does not support returning deferreds from its handlers.
:param spider: the spider which has gone idle
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. note:: Scheduling some requests in your :signal:`spider_idle` handler does
**not** guarantee that it can prevent the spider from being closed,
@ -204,60 +287,161 @@ spider_idle
due to duplication).
spider_error
------------
~~~~~~~~~~~~
.. signal:: spider_error
.. function:: spider_error(failure, response, spider)
Sent when a spider callback generates an error (ie. raises an exception).
Sent when a spider callback generates an error (i.e. raises an exception).
This signal does not support returning deferreds from their handlers.
This signal does not support returning deferreds from its handlers.
:param failure: the exception raised as a Twisted `Failure`_ object
:type failure: `Failure`_ object
:param failure: the exception raised
:type failure: twisted.python.failure.Failure
:param response: the response being processed when the exception was raised
:type response: :class:`~scrapy.http.Response` object
:param spider: the spider which raised the exception
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
Request signals
---------------
request_scheduled
-----------------
~~~~~~~~~~~~~~~~~
.. signal:: request_scheduled
.. function:: request_scheduled(request, spider)
Sent when the engine schedules a :class:`~scrapy.http.Request`, to be
Sent when the engine schedules a :class:`~scrapy.Request`, to be
downloaded later.
The signal does not support returning deferreds from their handlers.
This signal does not support returning deferreds from its handlers.
:param request: the request that reached the scheduler
:type request: :class:`~scrapy.http.Request` object
:type request: :class:`~scrapy.Request` object
:param spider: the spider that yielded the request
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
request_dropped
---------------
~~~~~~~~~~~~~~~
.. signal:: request_dropped
.. function:: request_dropped(request, spider)
Sent when a :class:`~scrapy.http.Request`, scheduled by the engine to be
Sent when a :class:`~scrapy.Request`, scheduled by the engine to be
downloaded later, is rejected by the scheduler.
The signal does not support returning deferreds from their handlers.
This signal does not support returning deferreds from its handlers.
:param request: the request that reached the scheduler
:type request: :class:`~scrapy.http.Request` object
:type request: :class:`~scrapy.Request` object
:param spider: the spider that yielded the request
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
request_reached_downloader
~~~~~~~~~~~~~~~~~~~~~~~~~~
.. signal:: request_reached_downloader
.. function:: request_reached_downloader(request, spider)
Sent when a :class:`~scrapy.Request` reached downloader.
This signal does not support returning deferreds from its handlers.
:param request: the request that reached downloader
:type request: :class:`~scrapy.Request` object
:param spider: the spider that yielded the request
:type spider: :class:`~scrapy.Spider` object
request_left_downloader
~~~~~~~~~~~~~~~~~~~~~~~
.. signal:: request_left_downloader
.. function:: request_left_downloader(request, spider)
.. versionadded:: 2.0
Sent when a :class:`~scrapy.Request` leaves the downloader, even in case of
failure.
This signal does not support returning deferreds from its handlers.
:param request: the request that reached the downloader
:type request: :class:`~scrapy.Request` object
:param spider: the spider that yielded the request
:type spider: :class:`~scrapy.Spider` object
bytes_received
~~~~~~~~~~~~~~
.. versionadded:: 2.2
.. signal:: bytes_received
.. function:: bytes_received(data, request, spider)
Sent by the HTTP 1.1 and S3 download handlers when a group of bytes is
received for a specific request. This signal might be fired multiple
times for the same request, with partial data each time. For instance,
a possible scenario for a 25 kb response would be two signals fired
with 10 kb of data, and a final one with 5 kb of data.
Handlers for this signal can stop the download of a response while it
is in progress by raising the :exc:`~scrapy.exceptions.StopDownload`
exception. Please refer to the :ref:`topics-stop-response-download` topic
for additional information and examples.
This signal does not support returning deferreds from its handlers.
:param data: the data received by the download handler
:type data: :class:`bytes` object
:param request: the request that generated the download
:type request: :class:`~scrapy.Request` object
:param spider: the spider associated with the response
:type spider: :class:`~scrapy.Spider` object
headers_received
~~~~~~~~~~~~~~~~
.. versionadded:: 2.5
.. signal:: headers_received
.. function:: headers_received(headers, body_length, request, spider)
Sent by the HTTP 1.1 and S3 download handlers when the response headers are
available for a given request, before downloading any additional content.
Handlers for this signal can stop the download of a response while it
is in progress by raising the :exc:`~scrapy.exceptions.StopDownload`
exception. Please refer to the :ref:`topics-stop-response-download` topic
for additional information and examples.
This signal does not support returning deferreds from its handlers.
:param headers: the headers received by the download handler
:type headers: :class:`scrapy.http.headers.Headers` object
:param body_length: expected size of the response body, in bytes
:type body_length: `int`
:param request: the request that generated the download
:type request: :class:`~scrapy.Request` object
:param spider: the spider associated with the response
:type spider: :class:`~scrapy.Spider` object
Response signals
----------------
response_received
-----------------
~~~~~~~~~~~~~~~~~
.. signal:: response_received
.. function:: response_received(response, request, spider)
@ -265,34 +449,37 @@ response_received
Sent when the engine receives a new :class:`~scrapy.http.Response` from the
downloader.
This signal does not support returning deferreds from their handlers.
This signal does not support returning deferreds from its handlers.
:param response: the response received
:type response: :class:`~scrapy.http.Response` object
:param request: the request that generated the response
:type request: :class:`~scrapy.http.Request` object
:type request: :class:`~scrapy.Request` object
:param spider: the spider for which the response is intended
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. note:: The ``request`` argument might not contain the original request that
reached the downloader, if a :ref:`topics-downloader-middleware` modifies
the :class:`~scrapy.http.Response` object and sets a specific ``request``
attribute.
response_downloaded
-------------------
~~~~~~~~~~~~~~~~~~~
.. signal:: response_downloaded
.. function:: response_downloaded(response, request, spider)
Sent by the downloader right after a ``HTTPResponse`` is downloaded.
This signal does not support returning deferreds from their handlers.
This signal does not support returning deferreds from its handlers.
:param response: the response downloaded
:type response: :class:`~scrapy.http.Response` object
:param request: the request that generated the response
:type request: :class:`~scrapy.http.Request` object
:type request: :class:`~scrapy.Request` object
:param spider: the spider for which the response is intended
:type spider: :class:`~scrapy.spiders.Spider` object
.. _Failure: https://twistedmatrix.com/documents/current/api/twisted.python.failure.Failure.html
:type spider: :class:`~scrapy.Spider` object

View File

@ -43,7 +43,7 @@ previous (or subsequent) middleware being applied.
If you want to disable a builtin middleware (the ones defined in
:setting:`SPIDER_MIDDLEWARES_BASE`, and enabled by default) you must define it
in your project :setting:`SPIDER_MIDDLEWARES` setting and assign `None` as its
in your project :setting:`SPIDER_MIDDLEWARES` setting and assign ``None`` as its
value. For example, if you want to disable the off-site middleware::
SPIDER_MIDDLEWARES = {
@ -54,11 +54,17 @@ value. For example, if you want to disable the off-site middleware::
Finally, keep in mind that some middlewares may need to be enabled through a
particular setting. See each middleware documentation for more info.
.. _custom-spider-middleware:
Writing your own spider middleware
==================================
Each middleware component is a Python class that defines one or more of the
following methods:
Each spider middleware is a Python class that defines one or more of the
methods defined below.
The main entry point is the ``from_crawler`` class method, which receives a
:class:`~scrapy.crawler.Crawler` instance. The :class:`~scrapy.crawler.Crawler`
object gives you access, for example, to the :ref:`settings <topics-settings>`.
.. module:: scrapy.spidermiddlewares
@ -78,7 +84,8 @@ following methods:
If it raises an exception, Scrapy won't bother calling any other spider
middleware :meth:`process_spider_input` and will call the request
errback. The output of the errback is chained back in the other
errback if there is one, otherwise it will start the :meth:`process_spider_exception`
chain. The output of the errback is chained back in the other
direction for :meth:`process_spider_output` to process it, or
:meth:`process_spider_exception` if it raised an exception.
@ -86,7 +93,7 @@ following methods:
:type response: :class:`~scrapy.http.Response` object
:param spider: the spider for which this response is intended
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: process_spider_output(response, result, spider)
@ -95,29 +102,28 @@ following methods:
it has processed the response.
:meth:`process_spider_output` must return an iterable of
:class:`~scrapy.http.Request`, dict or :class:`~scrapy.item.Item`
objects.
:class:`~scrapy.Request` objects and :ref:`item object
<topics-items>`.
:param response: the response which generated this output from the
spider
:type response: :class:`~scrapy.http.Response` object
:param result: the result returned by the spider
:type result: an iterable of :class:`~scrapy.http.Request`, dict
or :class:`~scrapy.item.Item` objects
:type result: an iterable of :class:`~scrapy.Request` objects and
:ref:`item object <topics-items>`
:param spider: the spider whose result is being processed
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: process_spider_exception(response, exception, spider)
This method is called when a spider or :meth:`process_spider_input`
method (from other spider middleware) raises an exception.
This method is called when a spider or :meth:`process_spider_output`
method (from a previous spider middleware) raises an exception.
:meth:`process_spider_exception` should return either ``None`` or an
iterable of :class:`~scrapy.http.Response`, dict or
:class:`~scrapy.item.Item` objects.
iterable of :class:`~scrapy.Request` or :ref:`item <topics-items>`
objects.
If it returns ``None``, Scrapy will continue processing this exception,
executing any other :meth:`process_spider_exception` in the following
@ -125,29 +131,28 @@ following methods:
exception reaches the engine (where it's logged and discarded).
If it returns an iterable the :meth:`process_spider_output` pipeline
kicks in, and no other :meth:`process_spider_exception` will be called.
kicks in, starting from the next spider middleware, and no other
:meth:`process_spider_exception` will be called.
:param response: the response being processed when the exception was
raised
:type response: :class:`~scrapy.http.Response` object
:param exception: the exception raised
:type exception: `Exception`_ object
:type exception: :exc:`Exception` object
:param spider: the spider which raised the exception
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: process_start_requests(start_requests, spider)
.. versionadded:: 0.15
This method is called with the start requests of the spider, and works
similarly to the :meth:`process_spider_output` method, except that it
doesn't have a response associated and must return only requests (not
items).
It receives an iterable (in the ``start_requests`` parameter) and must
return another iterable of :class:`~scrapy.http.Request` objects.
return another iterable of :class:`~scrapy.Request` objects.
.. note:: When implementing this method in your spider middleware, you
should always return an iterable (that follows the input one) and
@ -159,26 +164,22 @@ following methods:
(like a time limit or item/page count).
:param start_requests: the start requests
:type start_requests: an iterable of :class:`~scrapy.http.Request`
:type start_requests: an iterable of :class:`~scrapy.Request`
:param spider: the spider to whom the start requests belong
:type spider: :class:`~scrapy.spiders.Spider` object
:type spider: :class:`~scrapy.Spider` object
.. method:: from_crawler(cls, crawler)
If present, this classmethod is called to create a middleware instance
from a :class:`~scrapy.crawler.Crawler`. It must return a new instance
of the middleware. Crawler object provides access to all Scrapy core
components like settings and signals; it is a way for middleware to
access them and hook its functionality into Scrapy.
:param crawler: crawler that uses this middleware
:type crawler: :class:`~scrapy.crawler.Crawler` object
.. _Exception: https://docs.python.org/2/library/exceptions.html#exceptions.Exception
.. _topics-spider-middleware-ref:
Built-in spider middleware reference
@ -200,7 +201,7 @@ DepthMiddleware
.. class:: DepthMiddleware
DepthMiddleware is used for tracking the depth of each Request inside the
site being scraped. It works by setting `request.meta['depth'] = 0` whenever
site being scraped. It works by setting ``request.meta['depth'] = 0`` whenever
there is no value previously set (usually just the first Request) and
incrementing it by 1 otherwise.
@ -212,7 +213,8 @@ DepthMiddleware
* :setting:`DEPTH_LIMIT` - The maximum depth that will be allowed to
crawl for any site. If zero, no limit will be imposed.
* :setting:`DEPTH_STATS` - Whether to collect depth stats.
* :setting:`DEPTH_STATS_VERBOSE` - Whether to collect the number of
requests for each depth.
* :setting:`DEPTH_PRIORITY` - Whether to prioritize the requests based on
their depth.
@ -249,9 +251,10 @@ this::
.. reqmeta:: handle_httpstatus_all
The ``handle_httpstatus_list`` key of :attr:`Request.meta
<scrapy.http.Request.meta>` can also be used to specify which response codes to
<scrapy.Request.meta>` can also be used to specify which response codes to
allow on a per-request basis. You can also set the meta key ``handle_httpstatus_all``
to ``True`` if you want to allow any response code for a request.
to ``True`` if you want to allow any response code for a request, and ``False`` to
disable the effects of the ``handle_httpstatus_all`` key.
Keep in mind, however, that it's usually a bad idea to handle non-200
responses, unless you really know what you're doing.
@ -292,7 +295,7 @@ OffsiteMiddleware
Filters out Requests for URLs outside the domains covered by the spider.
This middleware filters out every request whose host names aren't in the
spider's :attr:`~scrapy.spiders.Spider.allowed_domains` attribute.
spider's :attr:`~scrapy.Spider.allowed_domains` attribute.
All subdomains of any domain in the list are also allowed.
E.g. the rule ``www.example.org`` will also allow ``bob.www.example.org``
but not ``www2.example.com`` nor ``example.com``.
@ -310,10 +313,10 @@ OffsiteMiddleware
will be printed (but only for the first request filtered).
If the spider doesn't define an
:attr:`~scrapy.spiders.Spider.allowed_domains` attribute, or the
:attr:`~scrapy.Spider.allowed_domains` attribute, or the
attribute is empty, the offsite middleware will allow all requests.
If the request has the :attr:`~scrapy.http.Request.dont_filter` attribute
If the request has the :attr:`~scrapy.Request.dont_filter` attribute
set, the offsite middleware will allow the request even if its domain is not
listed in allowed domains.
@ -337,8 +340,6 @@ RefererMiddleware settings
REFERER_ENABLED
^^^^^^^^^^^^^^^
.. versionadded:: 0.15
Default: ``True``
Whether to enable referer middleware.
@ -348,8 +349,6 @@ Whether to enable referer middleware.
REFERRER_POLICY
^^^^^^^^^^^^^^^
.. versionadded:: 1.4
Default: ``'scrapy.spidermiddlewares.referer.DefaultReferrerPolicy'``
.. reqmeta:: referrer_policy
@ -441,4 +440,3 @@ UrlLengthMiddleware
settings (see the settings documentation for more info):
* :setting:`URLLENGTH_LIMIT` - The maximum URL length to allow for crawled URLs.

View File

@ -17,15 +17,15 @@ For spiders, the scraping cycle goes through something like this:
those requests.
The first requests to perform are obtained by calling the
:meth:`~scrapy.spiders.Spider.start_requests` method which (by default)
generates :class:`~scrapy.http.Request` for the URLs specified in the
:attr:`~scrapy.spiders.Spider.start_urls` and the
:attr:`~scrapy.spiders.Spider.parse` method as callback function for the
:meth:`~scrapy.Spider.start_requests` method which (by default)
generates :class:`~scrapy.Request` for the URLs specified in the
:attr:`~scrapy.Spider.start_urls` and the
:attr:`~scrapy.Spider.parse` method as callback function for the
Requests.
2. In the callback function, you parse the response (web page) and return either
dicts with extracted data, :class:`~scrapy.item.Item` objects,
:class:`~scrapy.http.Request` objects, or an iterable of these objects.
2. In the callback function, you parse the response (web page) and return
:ref:`item objects <topics-items>`,
:class:`~scrapy.Request` objects, or an iterable of these objects.
Those Requests will also contain a callback (maybe
the same) and will then be downloaded by Scrapy and then their
response handled by the specified callback.
@ -50,7 +50,8 @@ We will talk about those types here.
scrapy.Spider
=============
.. class:: Spider()
.. class:: scrapy.spiders.Spider()
.. class:: scrapy.Spider()
This is the simplest spider, and the one from which every other spider
must inherit (including spiders that come bundled with Scrapy, as well as spiders
@ -72,8 +73,6 @@ scrapy.Spider
spider that crawls ``mywebsite.com`` would often be called
``mywebsite``.
.. note:: In Python 2 this must be ASCII only.
.. attribute:: allowed_domains
An optional list of strings containing domains that this spider is
@ -88,7 +87,7 @@ scrapy.Spider
A list of URLs where the spider will begin to crawl from, when no
particular URLs are specified. So, the first pages downloaded will be those
listed here. The subsequent URLs will be generated successively from data
listed here. The subsequent :class:`~scrapy.Request` will be generated successively from data
contained in the start URLs.
.. attribute:: custom_settings
@ -123,13 +122,18 @@ scrapy.Spider
send log messages through it as described on
:ref:`topics-logging-from-spiders`.
.. method:: from_crawler(crawler, \*args, \**kwargs)
.. attribute:: state
A dict you can use to persist some spider state between batches.
See :ref:`topics-keeping-persistent-state-between-batches` to know more about it.
.. method:: from_crawler(crawler, *args, **kwargs)
This is the class method used by Scrapy to create your spiders.
You probably won't need to override this directly because the default
implementation acts as a proxy to the :meth:`__init__` method, calling
it with the given arguments `args` and named arguments `kwargs`.
it with the given arguments ``args`` and named arguments ``kwargs``.
Nonetheless, this method sets the :attr:`crawler` and :attr:`settings`
attributes in the new instance so they can be accessed later inside the
@ -181,8 +185,8 @@ scrapy.Spider
the same requirements as the :class:`Spider` class.
This method, as well as any other Request callback, must return an
iterable of :class:`~scrapy.http.Request` and/or
dicts or :class:`~scrapy.item.Item` objects.
iterable of :class:`~scrapy.Request` and/or :ref:`item objects
<topics-items>`.
:param response: the response to parse
:type response: :class:`~scrapy.http.Response`
@ -190,7 +194,7 @@ scrapy.Spider
.. method:: log(message, [level, component])
Wrapper that sends a log message through the Spider's :attr:`logger`,
kept for backwards compatibility. For more information see
kept for backward compatibility. For more information see
:ref:`topics-logging-from-spiders`.
.. method:: closed(reason)
@ -229,14 +233,14 @@ Return multiple Requests and items from a single callback::
]
def parse(self, response):
for h3 in response.xpath('//h3').extract():
for h3 in response.xpath('//h3').getall():
yield {"title": h3}
for url in response.xpath('//a/@href').extract():
yield scrapy.Request(url, callback=self.parse)
for href in response.xpath('//a/@href').getall():
yield scrapy.Request(response.urljoin(href), self.parse)
Instead of :attr:`~.start_urls` you can use :meth:`~.start_requests` directly;
to give data more structure you can use :ref:`topics-items`::
to give data more structure you can use :class:`~scrapy.Item` objects::
import scrapy
from myproject.items import MyItem
@ -251,11 +255,11 @@ to give data more structure you can use :ref:`topics-items`::
yield scrapy.Request('http://www.example.com/3.html', self.parse)
def parse(self, response):
for h3 in response.xpath('//h3').extract():
for h3 in response.xpath('//h3').getall():
yield MyItem(title=h3)
for url in response.xpath('//a/@href').extract():
yield scrapy.Request(url, callback=self.parse)
for href in response.xpath('//a/@href').getall():
yield scrapy.Request(response.urljoin(href), self.parse)
.. _spiderargs:
@ -281,7 +285,7 @@ Spiders can access arguments in their `__init__` methods::
def __init__(self, category=None, *args, **kwargs):
super(MySpider, self).__init__(*args, **kwargs)
self.start_urls = ['http://www.example.com/categories/%s' % category]
self.start_urls = [f'http://www.example.com/categories/{category}']
# ...
The default `__init__` method will take any spider arguments
@ -294,17 +298,23 @@ The above example can also be written as follows::
name = 'myspider'
def start_requests(self):
yield scrapy.Request('http://www.example.com/categories/%s' % self.category)
yield scrapy.Request(f'http://www.example.com/categories/{self.category}')
If you are :ref:`running Scrapy from a script <run-from-script>`, you can
specify spider arguments when calling
:class:`CrawlerProcess.crawl <scrapy.crawler.CrawlerProcess.crawl>` or
:class:`CrawlerRunner.crawl <scrapy.crawler.CrawlerRunner.crawl>`::
process = CrawlerProcess()
process.crawl(MySpider, category="electronics")
Keep in mind that spider arguments are only strings.
The spider will not do any parsing on its own.
If you were to set the `start_urls` attribute from the command line,
If you were to set the ``start_urls`` attribute from the command line,
you would have to parse it on your own into a list
using something like
`ast.literal_eval <https://docs.python.org/library/ast.html#ast.literal_eval>`_
or `json.loads <https://docs.python.org/library/json.html#json.loads>`_
using something like :func:`ast.literal_eval` or :func:`json.loads`
and then set it as an attribute.
Otherwise, you would cause iteration over a `start_urls` string
Otherwise, you would cause iteration over a ``start_urls`` string
(a very common python pitfall)
resulting in each character being seen as a separate url.
@ -362,33 +372,36 @@ CrawlSpider
described below. If multiple rules match the same link, the first one
will be used, according to the order they're defined in this attribute.
This spider also exposes an overrideable method:
This spider also exposes an overridable method:
.. method:: parse_start_url(response)
.. method:: parse_start_url(response, **kwargs)
This method is called for the start_urls responses. It allows to parse
This method is called for each response produced for the URLs in
the spider's ``start_urls`` attribute. It allows to parse
the initial responses and must return either an
:class:`~scrapy.item.Item` object, a :class:`~scrapy.http.Request`
:ref:`item object <topics-items>`, a :class:`~scrapy.Request`
object, or an iterable containing any of them.
Crawling rules
~~~~~~~~~~~~~~
.. class:: Rule(link_extractor, callback=None, cb_kwargs=None, follow=None, process_links=None, process_request=None)
.. autoclass:: Rule
``link_extractor`` is a :ref:`Link Extractor <topics-link-extractors>` object which
defines how links will be extracted from each crawled page.
defines how links will be extracted from each crawled page. Each produced link will
be used to generate a :class:`~scrapy.Request` object, which will contain the
link's text in its ``meta`` dictionary (under the ``link_text`` key).
If omitted, a default link extractor created with no arguments will be used,
resulting in all links being extracted.
``callback`` is a callable or a string (in which case a method from the spider
object with that name will be used) to be called for each link extracted with
the specified link_extractor. This callback receives a response as its first
argument and must return a list containing :class:`~scrapy.item.Item` and/or
:class:`~scrapy.http.Request` objects (or any subclass of them).
.. warning:: When writing crawl spider rules, avoid using ``parse`` as
callback, since the :class:`CrawlSpider` uses the ``parse`` method
itself to implement its logic. So if you override the ``parse`` method,
the crawl spider will no longer work.
the specified link extractor. This callback receives a :class:`~scrapy.http.Response`
as its first argument and must return either a single instance or an iterable of
:ref:`item objects <topics-items>` and/or :class:`~scrapy.Request` objects
(or any subclass of them). As mentioned above, the received :class:`~scrapy.http.Response`
object will contain the text of the link that produced the :class:`~scrapy.Request`
in its ``meta`` dictionary (under the ``link_text`` key)
``cb_kwargs`` is a dict containing the keyword arguments to be passed to the
callback function.
@ -402,10 +415,25 @@ Crawling rules
of links extracted from each response using the specified ``link_extractor``.
This is mainly used for filtering purposes.
``process_request`` is a callable, or a string (in which case a method from
the spider object with that name will be used) which will be called with
every request extracted by this rule, and must return a request or None (to
filter out the request).
``process_request`` is a callable (or a string, in which case a method from
the spider object with that name will be used) which will be called for every
:class:`~scrapy.Request` extracted by this rule. This callable should
take said request as first argument and the :class:`~scrapy.http.Response`
from which the request originated as second argument. It must return a
``Request`` object or ``None`` (to filter out the request).
``errback`` is a callable or a string (in which case a method from the spider
object with that name will be used) to be called if any exception is
raised while processing a request generated by the rule.
It receives a :class:`Twisted Failure <twisted.python.failure.Failure>`
instance as first parameter.
.. warning:: Because of its internal implementation, you must explicitly set
callbacks for new requests when writing :class:`CrawlSpider`-based spiders;
unexpected behaviour can occur otherwise.
.. versionadded:: 2.0
The *errback* parameter.
CrawlSpider example
~~~~~~~~~~~~~~~~~~~
@ -434,15 +462,21 @@ Let's now take a look at an example CrawlSpider with rules::
self.logger.info('Hi, this is an item page! %s', response.url)
item = scrapy.Item()
item['id'] = response.xpath('//td[@id="item_id"]/text()').re(r'ID: (\d+)')
item['name'] = response.xpath('//td[@id="item_name"]/text()').extract()
item['description'] = response.xpath('//td[@id="item_description"]/text()').extract()
item['name'] = response.xpath('//td[@id="item_name"]/text()').get()
item['description'] = response.xpath('//td[@id="item_description"]/text()').get()
item['link_text'] = response.meta['link_text']
url = response.xpath('//td[@id="additional_data"]/@href').get()
return response.follow(url, self.parse_additional_page, cb_kwargs=dict(item=item))
def parse_additional_page(self, response, item):
item['additional_data'] = response.xpath('//p[@id="additional_data"]/text()').get()
return item
This spider would start crawling example.com's home page, collecting category
links, and item links, parsing the latter with the ``parse_item`` method. For
each item response, some data will be extracted from the HTML using XPath, and
an :class:`~scrapy.item.Item` will be filled with it.
an :class:`~scrapy.Item` will be filled with it.
XMLFeedSpider
-------------
@ -465,11 +499,11 @@ XMLFeedSpider
- ``'iternodes'`` - a fast iterator based on regular expressions
- ``'html'`` - an iterator which uses :class:`~scrapy.selector.Selector`.
- ``'html'`` - an iterator which uses :class:`~scrapy.Selector`.
Keep in mind this uses DOM parsing and must load all DOM in memory
which could be a problem for big feeds
- ``'xml'`` - an iterator which uses :class:`~scrapy.selector.Selector`.
- ``'xml'`` - an iterator which uses :class:`~scrapy.Selector`.
Keep in mind this uses DOM parsing and must load all DOM in memory
which could be a problem for big feeds
@ -487,7 +521,7 @@ XMLFeedSpider
available in that document that will be processed with this spider. The
``prefix`` and ``uri`` will be used to automatically register
namespaces using the
:meth:`~scrapy.selector.Selector.register_namespace` method.
:meth:`~scrapy.Selector.register_namespace` method.
You can then specify nodes with namespaces in the :attr:`itertag`
attribute.
@ -500,7 +534,7 @@ XMLFeedSpider
itertag = 'n:url'
# ...
Apart from these new attributes, this spider has the following overrideable
Apart from these new attributes, this spider has the following overridable
methods too:
.. method:: adapt_response(response)
@ -514,10 +548,10 @@ XMLFeedSpider
This method is called for the nodes matching the provided tag name
(``itertag``). Receives the response and an
:class:`~scrapy.selector.Selector` for each node. Overriding this
:class:`~scrapy.Selector` for each node. Overriding this
method is mandatory. Otherwise, you spider won't work. This method
must return either a :class:`~scrapy.item.Item` object, a
:class:`~scrapy.http.Request` object, or an iterable containing any of
must return an :ref:`item object <topics-items>`, a
:class:`~scrapy.Request` object, or an iterable containing any of
them.
.. method:: process_results(response, results)
@ -526,7 +560,11 @@ XMLFeedSpider
spider, and it's intended to perform any last time processing required
before returning the results to the framework core, for example setting the
item IDs. It receives a list of results and the response which originated
those results. It must return a list of results (Items or Requests).
those results. It must return a list of results (items or requests).
.. warning:: Because of its internal implementation, you must explicitly set
callbacks for new requests when writing :class:`XMLFeedSpider`-based spiders;
unexpected behaviour can occur otherwise.
XMLFeedSpider example
@ -545,17 +583,17 @@ These spiders are pretty easy to use, let's have a look at one example::
itertag = 'item'
def parse_node(self, response, node):
self.logger.info('Hi, this is a <%s> node!: %s', self.itertag, ''.join(node.extract()))
self.logger.info('Hi, this is a <%s> node!: %s', self.itertag, ''.join(node.getall()))
item = TestItem()
item['id'] = node.xpath('@id').extract()
item['name'] = node.xpath('name').extract()
item['description'] = node.xpath('description').extract()
item['id'] = node.xpath('@id').get()
item['name'] = node.xpath('name').get()
item['description'] = node.xpath('description').get()
return item
Basically what we did up there was to create a spider that downloads a feed from
the given ``start_urls``, and then iterates through each of its ``item`` tags,
prints them out, and stores some random data in an :class:`~scrapy.item.Item`.
prints them out, and stores some random data in an :class:`~scrapy.Item`.
CSVFeedSpider
-------------
@ -655,7 +693,7 @@ SitemapSpider
.. attribute:: sitemap_follow
A list of regexes of sitemap that should be followed. This is is only
A list of regexes of sitemap that should be followed. This is only
for sites that use `Sitemap index files`_ that point to other sitemap
files.
@ -680,6 +718,50 @@ SitemapSpider
Default is ``sitemap_alternate_links`` disabled.
.. method:: sitemap_filter(entries)
This is a filter function that could be overridden to select sitemap entries
based on their attributes.
For example::
<url>
<loc>http://example.com/</loc>
<lastmod>2005-01-01</lastmod>
</url>
We can define a ``sitemap_filter`` function to filter ``entries`` by date::
from datetime import datetime
from scrapy.spiders import SitemapSpider
class FilteredSitemapSpider(SitemapSpider):
name = 'filtered_sitemap_spider'
allowed_domains = ['example.com']
sitemap_urls = ['http://example.com/sitemap.xml']
def sitemap_filter(self, entries):
for entry in entries:
date_time = datetime.strptime(entry['lastmod'], '%Y-%m-%d')
if date_time.year >= 2005:
yield entry
This would retrieve only ``entries`` modified on 2005 and the following
years.
Entries are dict objects extracted from the sitemap document.
Usually, the key is the tag name and the value is the text inside it.
It's important to notice that:
- as the loc attribute is required, entries without this tag are discarded
- alternate links are stored in a list with the key ``alternate``
(see ``sitemap_alternate_links``)
- namespaces are removed, so lxml tags named as ``{namespace}tagname`` become only ``tagname``
If you omit this method, all entries found in sitemaps will be
processed, observing other attributes and their settings.
SitemapSpider examples
~~~~~~~~~~~~~~~~~~~~~~
@ -753,6 +835,6 @@ Combine SitemapSpider with other sources of urls::
.. _Sitemaps: https://www.sitemaps.org/index.html
.. _Sitemap index files: https://www.sitemaps.org/protocol.html#index
.. _robots.txt: http://www.robotstxt.org/
.. _robots.txt: https://www.robotstxt.org/
.. _TLD: https://en.wikipedia.org/wiki/Top-level_domain
.. _Scrapyd documentation: https://scrapyd.readthedocs.io/en/latest/

View File

@ -32,7 +32,7 @@ Common Stats Collector uses
Access the stats collector through the :attr:`~scrapy.crawler.Crawler.stats`
attribute. Here is an example of an extension that access stats::
class ExtensionThatAccessStats(object):
class ExtensionThatAccessStats:
def __init__(self, stats):
self.stats = stats
@ -57,15 +57,15 @@ Set stat value only if lower than previous::
stats.min_value('min_free_memory_percent', value)
Get stat value::
Get stat value:
>>> stats.get_value('custom_count')
1
>>> stats.get_value('custom_count')
1
Get all stats::
Get all stats:
>>> stats.get_stats()
{'custom_count': 1, 'start_time': datetime.datetime(2009, 7, 14, 21, 47, 28, 977139)}
>>> stats.get_stats()
{'custom_count': 1, 'start_time': datetime.datetime(2009, 7, 14, 21, 47, 28, 977139)}
Available Stats Collectors
==========================
@ -75,8 +75,7 @@ available in Scrapy which extend the basic Stats Collector. You can select
which Stats Collector to use through the :setting:`STATS_CLASS` setting. The
default Stats Collector used is the :class:`MemoryStatsCollector`.
.. module:: scrapy.statscollectors
:synopsis: Stats Collectors
.. currentmodule:: scrapy.statscollectors
MemoryStatsCollector
--------------------

View File

@ -1,12 +1,11 @@
.. currentmodule:: scrapy.extensions.telnet
.. _topics-telnetconsole:
==============
Telnet Console
==============
.. module:: scrapy.extensions.telnet
:synopsis: The Telnet Console
Scrapy comes with a built-in telnet console for inspecting and controlling a
Scrapy running process. The telnet console is just a regular python shell
running inside the Scrapy process, so you can do literally anything from it.
@ -16,6 +15,17 @@ The telnet console is a :ref:`built-in Scrapy extension
disable it if you want. For more information about the extension itself see
:ref:`topics-extensions-ref-telnetconsole`.
.. warning::
It is not secure to use telnet console via public networks, as telnet
doesn't provide any transport-layer security. Having username/password
authentication doesn't change that.
Intended usage is connecting to a running Scrapy spider locally
(spider process and telnet client are on the same machine)
or over a secure connection (VPN, SSH tunnel).
Please avoid using telnet console over insecure connections,
or disable it completely using :setting:`TELNETCONSOLE_ENABLED` option.
.. highlight:: none
How to access the telnet console
@ -26,8 +36,26 @@ The telnet console listens in the TCP port defined in the
the console you need to type::
telnet localhost 6023
Trying localhost...
Connected to localhost.
Escape character is '^]'.
Username:
Password:
>>>
By default Username is ``scrapy`` and Password is autogenerated. The
autogenerated Password can be seen on Scrapy logs like the example below::
2018-10-16 14:35:21 [scrapy.extensions.telnet] INFO: Telnet Password: 16f92501e8a59326
Default Username and Password can be overridden by the settings
:setting:`TELNETCONSOLE_USERNAME` and :setting:`TELNETCONSOLE_PASSWORD`.
.. warning::
Username and password provide only a limited protection, as telnet
is not using secure transport - by default traffic is not encrypted
even if username and password are set.
You need the telnet program which comes installed by default in Windows, and
most Linux distros.
@ -35,7 +63,7 @@ Available variables in the telnet console
=========================================
The telnet console is like a regular Python shell running inside the Scrapy
process, so you can do anything from it including importing new modules, etc.
process, so you can do anything from it including importing new modules, etc.
However, the telnet console comes with some default variables defined for
convenience:
@ -61,13 +89,11 @@ convenience:
+----------------+-------------------------------------------------------------------+
| ``prefs`` | for memory debugging (see :ref:`topics-leaks`) |
+----------------+-------------------------------------------------------------------+
| ``p`` | a shortcut to the `pprint.pprint`_ function |
| ``p`` | a shortcut to the :func:`pprint.pprint` function |
+----------------+-------------------------------------------------------------------+
| ``hpy`` | for memory debugging (see :ref:`topics-leaks`) |
+----------------+-------------------------------------------------------------------+
.. _pprint.pprint: https://docs.python.org/library/pprint.html#pprint.pprint
Telnet console usage examples
=============================
@ -84,11 +110,10 @@ using the telnet console::
Execution engine status
time()-engine.start_time : 8.62972998619
engine.has_capacity() : False
len(engine.downloader.active) : 16
engine.scraper.is_idle() : False
engine.spider.name : followall
engine.spider_is_idle(engine.spider) : False
engine.spider_is_idle() : False
engine.slot.closing : False
len(engine.slot.inprogress) : 16
len(engine.slot.scheduler.dqs or []) : 0
@ -160,3 +185,23 @@ Default: ``'127.0.0.1'``
The interface the telnet console should listen on
.. setting:: TELNETCONSOLE_USERNAME
TELNETCONSOLE_USERNAME
----------------------
Default: ``'scrapy'``
The username used for the telnet console
.. setting:: TELNETCONSOLE_PASSWORD
TELNETCONSOLE_PASSWORD
----------------------
Default: ``None``
The password used for the telnet console, default behaviour is to have it
autogenerated

View File

@ -1,41 +0,0 @@
:orphan: Ubuntu packages are obsolete
.. _topics-ubuntu:
===============
Ubuntu packages
===============
.. versionadded:: 0.10
`Scrapinghub`_ publishes apt-gettable packages which are generally fresher than
those in Ubuntu, and more stable too since they're continuously built from
`GitHub repo`_ (master & stable branches) and so they contain the latest bug
fixes.
.. caution:: These packages are currently not updated and may not work on
Ubuntu 16.04 and above, see :issue:`2076` and :issue:`2137`.
To use the packages:
1. Import the GPG key used to sign Scrapy packages into APT keyring::
sudo apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv 627220E7
2. Create `/etc/apt/sources.list.d/scrapy.list` file using the following command::
echo 'deb http://archive.scrapy.org/ubuntu scrapy main' | sudo tee /etc/apt/sources.list.d/scrapy.list
3. Update package lists and install the scrapy package:
.. parsed-literal::
sudo apt-get update && sudo apt-get install scrapy
.. note:: Repeat step 3 if you are trying to upgrade Scrapy.
.. warning:: `python-scrapy` is a different package provided by official debian
repositories, it's very outdated and it isn't supported by Scrapy team.
.. _Scrapinghub: https://scrapinghub.com/
.. _GitHub repo: https://github.com/scrapy/scrapy

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