Done scraper
This commit is contained in:
commit
68f7091ecb
12 changed files with 24889 additions and 0 deletions
138
.gitignore
vendored
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138
.gitignore
vendored
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# Byte-compiled / optimized / DLL files
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||||||
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__pycache__/
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||||||
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*.py[cod]
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||||||
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*$py.class
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||||||
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||||||
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# C extensions
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||||||
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*.so
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||||||
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||||||
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# Distribution / packaging
|
||||||
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.Python
|
||||||
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build/
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||||||
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develop-eggs/
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||||||
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dist/
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||||||
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downloads/
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||||||
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eggs/
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.eggs/
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lib/
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||||||
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lib64/
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||||||
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parts/
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||||||
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sdist/
|
||||||
|
var/
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||||||
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wheels/
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||||||
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share/python-wheels/
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||||||
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*.egg-info/
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||||||
|
.installed.cfg
|
||||||
|
*.egg
|
||||||
|
MANIFEST
|
||||||
|
|
||||||
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# PyInstaller
|
||||||
|
# Usually these files are written by a python script from a template
|
||||||
|
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
||||||
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*.manifest
|
||||||
|
*.spec
|
||||||
|
|
||||||
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# Installer logs
|
||||||
|
pip-log.txt
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||||||
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pip-delete-this-directory.txt
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||||||
|
|
||||||
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# Unit test / coverage reports
|
||||||
|
htmlcov/
|
||||||
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.tox/
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||||||
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.nox/
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||||||
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.coverage
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||||||
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.coverage.*
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||||||
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.cache
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||||||
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nosetests.xml
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||||||
|
coverage.xml
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||||||
|
*.cover
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||||||
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*.py,cover
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||||||
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.hypothesis/
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||||||
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.pytest_cache/
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||||||
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cover/
|
||||||
|
|
||||||
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# Translations
|
||||||
|
*.mo
|
||||||
|
*.pot
|
||||||
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|
||||||
|
# Django stuff:
|
||||||
|
*.log
|
||||||
|
local_settings.py
|
||||||
|
db.sqlite3
|
||||||
|
db.sqlite3-journal
|
||||||
|
|
||||||
|
# Flask stuff:
|
||||||
|
instance/
|
||||||
|
.webassets-cache
|
||||||
|
|
||||||
|
# Scrapy stuff:
|
||||||
|
.scrapy
|
||||||
|
|
||||||
|
# Sphinx documentation
|
||||||
|
docs/_build/
|
||||||
|
|
||||||
|
# PyBuilder
|
||||||
|
.pybuilder/
|
||||||
|
target/
|
||||||
|
|
||||||
|
# Jupyter Notebook
|
||||||
|
.ipynb_checkpoints
|
||||||
|
|
||||||
|
# IPython
|
||||||
|
profile_default/
|
||||||
|
ipython_config.py
|
||||||
|
|
||||||
|
# pyenv
|
||||||
|
# For a library or package, you might want to ignore these files since the code is
|
||||||
|
# intended to run in multiple environments; otherwise, check them in:
|
||||||
|
# .python-version
|
||||||
|
|
||||||
|
# pipenv
|
||||||
|
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
|
||||||
|
# However, in case of collaboration, if having platform-specific dependencies or dependencies
|
||||||
|
# having no cross-platform support, pipenv may install dependencies that don't work, or not
|
||||||
|
# install all needed dependencies.
|
||||||
|
#Pipfile.lock
|
||||||
|
|
||||||
|
# PEP 582; used by e.g. github.com/David-OConnor/pyflow
|
||||||
|
__pypackages__/
|
||||||
|
|
||||||
|
# Celery stuff
|
||||||
|
celerybeat-schedule
|
||||||
|
celerybeat.pid
|
||||||
|
|
||||||
|
# SageMath parsed files
|
||||||
|
*.sage.py
|
||||||
|
|
||||||
|
# Environments
|
||||||
|
.env
|
||||||
|
.venv
|
||||||
|
env/
|
||||||
|
venv/
|
||||||
|
ENV/
|
||||||
|
env.bak/
|
||||||
|
venv.bak/
|
||||||
|
|
||||||
|
# Spyder project settings
|
||||||
|
.spyderproject
|
||||||
|
.spyproject
|
||||||
|
|
||||||
|
# Rope project settings
|
||||||
|
.ropeproject
|
||||||
|
|
||||||
|
# mkdocs documentation
|
||||||
|
/site
|
||||||
|
|
||||||
|
# mypy
|
||||||
|
.mypy_cache/
|
||||||
|
.dmypy.json
|
||||||
|
dmypy.json
|
||||||
|
|
||||||
|
# Pyre type checker
|
||||||
|
.pyre/
|
||||||
|
|
||||||
|
# pytype static type analyzer
|
||||||
|
.pytype/
|
||||||
|
|
||||||
|
# Cython debug symbols
|
||||||
|
cython_debug/
|
0
imgur/__init__.py
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0
imgur/__init__.py
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12
imgur/items.py
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12
imgur/items.py
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|
# Define here the models for your scraped items
|
||||||
|
#
|
||||||
|
# See documentation in:
|
||||||
|
# https://docs.scrapy.org/en/latest/topics/items.html
|
||||||
|
|
||||||
|
import scrapy
|
||||||
|
|
||||||
|
|
||||||
|
class ImgurItem(scrapy.Item):
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||||||
|
# define the fields for your item here like:
|
||||||
|
# name = scrapy.Field()
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||||||
|
pass
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103
imgur/middlewares.py
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103
imgur/middlewares.py
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||||||
|
# Define here the models for your spider middleware
|
||||||
|
#
|
||||||
|
# See documentation in:
|
||||||
|
# https://docs.scrapy.org/en/latest/topics/spider-middleware.html
|
||||||
|
|
||||||
|
from scrapy import signals
|
||||||
|
|
||||||
|
# useful for handling different item types with a single interface
|
||||||
|
from itemadapter import is_item, ItemAdapter
|
||||||
|
|
||||||
|
|
||||||
|
class ImgurSpiderMiddleware:
|
||||||
|
# Not all methods need to be defined. If a method is not defined,
|
||||||
|
# scrapy acts as if the spider middleware does not modify the
|
||||||
|
# passed objects.
|
||||||
|
|
||||||
|
@classmethod
|
||||||
|
def from_crawler(cls, crawler):
|
||||||
|
# This method is used by Scrapy to create your spiders.
|
||||||
|
s = cls()
|
||||||
|
crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
|
||||||
|
return s
|
||||||
|
|
||||||
|
def process_spider_input(self, response, spider):
|
||||||
|
# Called for each response that goes through the spider
|
||||||
|
# middleware and into the spider.
|
||||||
|
|
||||||
|
# Should return None or raise an exception.
|
||||||
|
return None
|
||||||
|
|
||||||
|
def process_spider_output(self, response, result, spider):
|
||||||
|
# Called with the results returned from the Spider, after
|
||||||
|
# it has processed the response.
|
||||||
|
|
||||||
|
# Must return an iterable of Request, or item objects.
|
||||||
|
for i in result:
|
||||||
|
yield i
|
||||||
|
|
||||||
|
def process_spider_exception(self, response, exception, spider):
|
||||||
|
# Called when a spider or process_spider_input() method
|
||||||
|
# (from other spider middleware) raises an exception.
|
||||||
|
|
||||||
|
# Should return either None or an iterable of Request or item objects.
|
||||||
|
pass
|
||||||
|
|
||||||
|
def process_start_requests(self, start_requests, spider):
|
||||||
|
# Called with the start requests of the spider, and works
|
||||||
|
# similarly to the process_spider_output() method, except
|
||||||
|
# that it doesn’t have a response associated.
|
||||||
|
|
||||||
|
# Must return only requests (not items).
|
||||||
|
for r in start_requests:
|
||||||
|
yield r
|
||||||
|
|
||||||
|
def spider_opened(self, spider):
|
||||||
|
spider.logger.info('Spider opened: %s' % spider.name)
|
||||||
|
|
||||||
|
|
||||||
|
class ImgurDownloaderMiddleware:
|
||||||
|
# Not all methods need to be defined. If a method is not defined,
|
||||||
|
# scrapy acts as if the downloader middleware does not modify the
|
||||||
|
# passed objects.
|
||||||
|
|
||||||
|
@classmethod
|
||||||
|
def from_crawler(cls, crawler):
|
||||||
|
# This method is used by Scrapy to create your spiders.
|
||||||
|
s = cls()
|
||||||
|
crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
|
||||||
|
return s
|
||||||
|
|
||||||
|
def process_request(self, request, spider):
|
||||||
|
# Called for each request that goes through the downloader
|
||||||
|
# middleware.
|
||||||
|
|
||||||
|
# Must either:
|
||||||
|
# - return None: continue processing this request
|
||||||
|
# - or return a Response object
|
||||||
|
# - or return a Request object
|
||||||
|
# - or raise IgnoreRequest: process_exception() methods of
|
||||||
|
# installed downloader middleware will be called
|
||||||
|
return None
|
||||||
|
|
||||||
|
def process_response(self, request, response, spider):
|
||||||
|
# Called with the response returned from the downloader.
|
||||||
|
|
||||||
|
# Must either;
|
||||||
|
# - return a Response object
|
||||||
|
# - return a Request object
|
||||||
|
# - or raise IgnoreRequest
|
||||||
|
return response
|
||||||
|
|
||||||
|
def process_exception(self, request, exception, spider):
|
||||||
|
# Called when a download handler or a process_request()
|
||||||
|
# (from other downloader middleware) raises an exception.
|
||||||
|
|
||||||
|
# Must either:
|
||||||
|
# - return None: continue processing this exception
|
||||||
|
# - return a Response object: stops process_exception() chain
|
||||||
|
# - return a Request object: stops process_exception() chain
|
||||||
|
pass
|
||||||
|
|
||||||
|
def spider_opened(self, spider):
|
||||||
|
spider.logger.info('Spider opened: %s' % spider.name)
|
13
imgur/pipelines.py
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13
imgur/pipelines.py
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|
||||||
|
# Define your item pipelines here
|
||||||
|
#
|
||||||
|
# Don't forget to add your pipeline to the ITEM_PIPELINES setting
|
||||||
|
# See: https://docs.scrapy.org/en/latest/topics/item-pipeline.html
|
||||||
|
|
||||||
|
|
||||||
|
# useful for handling different item types with a single interface
|
||||||
|
from itemadapter import ItemAdapter
|
||||||
|
|
||||||
|
|
||||||
|
class ImgurPipeline:
|
||||||
|
def process_item(self, item, spider):
|
||||||
|
return item
|
103
imgur/settings.py
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103
imgur/settings.py
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|
||||||
|
# Scrapy settings for imgur project
|
||||||
|
#
|
||||||
|
# For simplicity, this file contains only settings considered important or
|
||||||
|
# commonly used. You can find more settings consulting the documentation:
|
||||||
|
#
|
||||||
|
# https://docs.scrapy.org/en/latest/topics/settings.html
|
||||||
|
# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
|
||||||
|
# https://docs.scrapy.org/en/latest/topics/spider-middleware.html
|
||||||
|
|
||||||
|
BOT_NAME = 'imgur'
|
||||||
|
|
||||||
|
SPIDER_MODULES = ['imgur.spiders']
|
||||||
|
NEWSPIDER_MODULE = 'imgur.spiders'
|
||||||
|
|
||||||
|
|
||||||
|
# Crawl responsibly by identifying yourself (and your website) on the user-agent
|
||||||
|
USER_AGENT = 'Mozilla/5.0 (X11; Linux x86_64; rv:82.0) Gecko/20100101 Firefox/82.0'
|
||||||
|
|
||||||
|
# Obey robots.txt rules
|
||||||
|
ROBOTSTXT_OBEY = False
|
||||||
|
|
||||||
|
SPLASH_URL = 'http://localhost:8050'
|
||||||
|
|
||||||
|
DOWNLOADER_MIDDLEWARES = {
|
||||||
|
'scrapy_splash.SplashCookiesMiddleware': 723,
|
||||||
|
'scrapy_splash.SplashMiddleware': 725,
|
||||||
|
'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware': 810,
|
||||||
|
}
|
||||||
|
|
||||||
|
SPIDER_MIDDLEWARES = {
|
||||||
|
'scrapy_splash.SplashDeduplicateArgsMiddleware': 100,
|
||||||
|
}
|
||||||
|
|
||||||
|
DUPEFILTER_CLASS = 'scrapy_splash.SplashAwareDupeFilter'
|
||||||
|
HTTPCACHE_STORAGE = 'scrapy_splash.SplashAwareFSCacheStorage'
|
||||||
|
|
||||||
|
# Configure maximum concurrent requests performed by Scrapy (default: 16)
|
||||||
|
CONCURRENT_REQUESTS = 256
|
||||||
|
|
||||||
|
# Configure a delay for requests for the same website (default: 0)
|
||||||
|
# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay
|
||||||
|
# See also autothrottle settings and docs
|
||||||
|
#DOWNLOAD_DELAY = 3
|
||||||
|
# The download delay setting will honor only one of:
|
||||||
|
#CONCURRENT_REQUESTS_PER_DOMAIN = 16
|
||||||
|
#CONCURRENT_REQUESTS_PER_IP = 16
|
||||||
|
|
||||||
|
# Disable cookies (enabled by default)
|
||||||
|
#COOKIES_ENABLED = False
|
||||||
|
|
||||||
|
# Disable Telnet Console (enabled by default)
|
||||||
|
#TELNETCONSOLE_ENABLED = False
|
||||||
|
|
||||||
|
# Override the default request headers:
|
||||||
|
#DEFAULT_REQUEST_HEADERS = {
|
||||||
|
# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
|
||||||
|
# 'Accept-Language': 'en',
|
||||||
|
#}
|
||||||
|
|
||||||
|
# Enable or disable spider middlewares
|
||||||
|
# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html
|
||||||
|
#SPIDER_MIDDLEWARES = {
|
||||||
|
# 'imgur.middlewares.ImgurSpiderMiddleware': 543,
|
||||||
|
#}
|
||||||
|
|
||||||
|
# Enable or disable downloader middlewares
|
||||||
|
# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
|
||||||
|
#DOWNLOADER_MIDDLEWARES = {
|
||||||
|
# 'imgur.middlewares.ImgurDownloaderMiddleware': 543,
|
||||||
|
#}
|
||||||
|
|
||||||
|
# Enable or disable extensions
|
||||||
|
# See https://docs.scrapy.org/en/latest/topics/extensions.html
|
||||||
|
#EXTENSIONS = {
|
||||||
|
# 'scrapy.extensions.telnet.TelnetConsole': None,
|
||||||
|
#}
|
||||||
|
|
||||||
|
# Configure item pipelines
|
||||||
|
# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html
|
||||||
|
#ITEM_PIPELINES = {
|
||||||
|
# 'imgur.pipelines.ImgurPipeline': 300,
|
||||||
|
#}
|
||||||
|
|
||||||
|
# Enable and configure the AutoThrottle extension (disabled by default)
|
||||||
|
# See https://docs.scrapy.org/en/latest/topics/autothrottle.html
|
||||||
|
#AUTOTHROTTLE_ENABLED = True
|
||||||
|
# The initial download delay
|
||||||
|
#AUTOTHROTTLE_START_DELAY = 5
|
||||||
|
# The maximum download delay to be set in case of high latencies
|
||||||
|
#AUTOTHROTTLE_MAX_DELAY = 60
|
||||||
|
# The average number of requests Scrapy should be sending in parallel to
|
||||||
|
# each remote server
|
||||||
|
#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0
|
||||||
|
# Enable showing throttling stats for every response received:
|
||||||
|
#AUTOTHROTTLE_DEBUG = False
|
||||||
|
|
||||||
|
# Enable and configure HTTP caching (disabled by default)
|
||||||
|
# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings
|
||||||
|
#HTTPCACHE_ENABLED = True
|
||||||
|
#HTTPCACHE_EXPIRATION_SECS = 0
|
||||||
|
#HTTPCACHE_DIR = 'httpcache'
|
||||||
|
#HTTPCACHE_IGNORE_HTTP_CODES = []
|
||||||
|
#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage'
|
4
imgur/spiders/__init__.py
Normal file
4
imgur/spiders/__init__.py
Normal file
|
@ -0,0 +1,4 @@
|
||||||
|
# This package will contain the spiders of your Scrapy project
|
||||||
|
#
|
||||||
|
# Please refer to the documentation for information on how to create and manage
|
||||||
|
# your spiders.
|
70
imgur/spiders/explore.py
Normal file
70
imgur/spiders/explore.py
Normal file
|
@ -0,0 +1,70 @@
|
||||||
|
import scrapy
|
||||||
|
import re
|
||||||
|
from scrapy_splash import SplashRequest
|
||||||
|
import dateparser
|
||||||
|
|
||||||
|
class ExploreSpider(scrapy.Spider):
|
||||||
|
name = "explorescraper"
|
||||||
|
terms = ['usi', 'eth', 'epfl', 'lugano', 'zurich', 'basel', 'oliveto%20lario', 'homework', 'plagiarism', 'rhb', 'sbb',
|
||||||
|
'ship', 'frighten', 'fool', 'have', 'inspire', 'heal', 'master', 'terminate', 'amend', 'scratch', 'embark',
|
||||||
|
'entail', 'execute', 'consolidate', 'cash', 'round', 'isolate', 'warrant', 'signal', 'weaken', 'pin',
|
||||||
|
'march', 'desire', 'widen', 'level', 'chat', 'board', 'contend', 'invent', 'resource', 'manufacture', 'seal',
|
||||||
|
'reconsider', 'suck', 'picture', 'crash', 'transport', 'plug', 'assign', 'enquire', 'campaign', 'trap',
|
||||||
|
'surround', 'debate', 'upgrade', 'decorate', 'confer', 'accumulate', 'profit', 'file', 'inherit', 'disrupt',
|
||||||
|
'contrast', 'chuck', 'tick', 'plead', 'dip', 'subscribe', 'educate', 'divorce', 'spin', 'row', 'obscure',
|
||||||
|
'creep', 'interest', 'overlook', 'twist', 'mature', 'blend', 'revise', 'attribute', 'explode', 'dwell',
|
||||||
|
'drown', 'alleviate', 'strip', 'grade', 'revert', 'value', 'award', 'strive', 'notify', 'remedy', 'accuse',
|
||||||
|
'instruct', 'spill', 'strain', 'comprehend', 'soften', 'postpone', 'wave', 'bounce', 'stock', 'position',
|
||||||
|
'insure', 'adhere', 'cling', 'summon','pause','empty','classify']
|
||||||
|
|
||||||
|
infinite_scroll_urls = ["https://flickr.com/explore"]
|
||||||
|
|
||||||
|
start_urls = ["https://www.flickr.com/photos/tags/train",
|
||||||
|
"https://www.flickr.com/photos/tags/tree",
|
||||||
|
"https://www.flickr.com/photos/tags/outside"]
|
||||||
|
|
||||||
|
def parse_photo(self, response):
|
||||||
|
adesc = re.compile("<h2 class=\" meta-field photo-desc \">(.*)<\\/h2>", re.DOTALL)
|
||||||
|
ad = re.compile("(\\w+\\s*\\d+\\s*,\\s*\\d+)", re.MULTILINE)
|
||||||
|
|
||||||
|
photo = {}
|
||||||
|
photo["author"] = response.css("a.owner-name::text").get().strip(' \n\t')
|
||||||
|
photo["title"] = response.css("h1::text").get().strip(' \n\t')
|
||||||
|
|
||||||
|
photo["description"] = ''.join(adesc.findall(response.text)).strip(' \n\t')
|
||||||
|
date = response.css("span.date-taken-label::text").get()
|
||||||
|
date = ad.findall(date)
|
||||||
|
date = date[0]
|
||||||
|
|
||||||
|
photo["date"] = dateparser.parse(date)
|
||||||
|
if photo["date"] is not None:
|
||||||
|
photo["date"] = photo["date"].strftime("%Y-%m-%d")
|
||||||
|
else:
|
||||||
|
photo["date"] = ''
|
||||||
|
photo["img_url"] = "https:" + response.css("img.main-photo::attr('src')").get()
|
||||||
|
photo["tags"] = response.css("ul.tags-list li a[title]::text").getall()
|
||||||
|
yield photo
|
||||||
|
|
||||||
|
def start_requests(self):
|
||||||
|
for term in self.terms:
|
||||||
|
self.infinite_scroll_urls.append("https://www.flickr.com/search/?text=" + term)
|
||||||
|
|
||||||
|
for url in self.infinite_scroll_urls:
|
||||||
|
|
||||||
|
# Load Splash lua script to scroll the page a few times
|
||||||
|
script = ""
|
||||||
|
with open("infinite_scroll.lua", "r") as f:
|
||||||
|
script = f.read()
|
||||||
|
|
||||||
|
# Build Splash request
|
||||||
|
yield SplashRequest(url=url, callback=self.parse, endpoint='execute', args={
|
||||||
|
"wait": 3,
|
||||||
|
"timeout": 90,
|
||||||
|
"lua_source": script,
|
||||||
|
"headers": {'User-Agent': "Mozilla/5.0 (X11; Linux x86_64; rv:82.0) Gecko/20100101 Firefox/82.0"}
|
||||||
|
})
|
||||||
|
|
||||||
|
def parse(self, response):
|
||||||
|
for q in response.css(".photo-list-photo-interaction"):
|
||||||
|
link = q.css("a::attr('href')").get()
|
||||||
|
yield response.follow(link, self.parse_photo)
|
18
imgur/spiders/infinite_scroll.lua
Normal file
18
imgur/spiders/infinite_scroll.lua
Normal file
|
@ -0,0 +1,18 @@
|
||||||
|
function main(splash)
|
||||||
|
local num_scrolls = 20
|
||||||
|
local scroll_delay = 0.8
|
||||||
|
|
||||||
|
local scroll_to = splash:jsfunc("window.scrollTo")
|
||||||
|
local get_body_height = splash:jsfunc(
|
||||||
|
"function() {return document.body.scrollHeight;}"
|
||||||
|
)
|
||||||
|
assert(splash:go(splash.args.url))
|
||||||
|
splash:wait(splash.args.wait)
|
||||||
|
|
||||||
|
for _ = 1, num_scrolls do
|
||||||
|
scroll_to(0, get_body_height())
|
||||||
|
splash:wait(scroll_delay)
|
||||||
|
end
|
||||||
|
return splash:html()
|
||||||
|
end
|
||||||
|
|
5
scrape.sh
Executable file
5
scrape.sh
Executable file
|
@ -0,0 +1,5 @@
|
||||||
|
#!/bin/bash
|
||||||
|
|
||||||
|
source ./venv/bin/activate.sh
|
||||||
|
|
||||||
|
scrapy runspider imgur/spiders/explore.py -o scraped/photos.csv
|
24412
scraped/photos.csv
Normal file
24412
scraped/photos.csv
Normal file
File diff suppressed because one or more lines are too long
11
scrapy.cfg
Normal file
11
scrapy.cfg
Normal file
|
@ -0,0 +1,11 @@
|
||||||
|
# Automatically created by: scrapy startproject
|
||||||
|
#
|
||||||
|
# For more information about the [deploy] section see:
|
||||||
|
# https://scrapyd.readthedocs.io/en/latest/deploy.html
|
||||||
|
|
||||||
|
[settings]
|
||||||
|
default = imgur.settings
|
||||||
|
|
||||||
|
[deploy]
|
||||||
|
#url = http://localhost:6800/
|
||||||
|
project = imgur
|
Reference in a new issue