Initial commit - Data scraper for Jundiaí events
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# Created by https://www.toptal.com/developers/gitignore/api/python
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### Python ###
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.pre-commit-config.yaml
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# See https://pre-commit.com for more information
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# See https://pre-commit.com/hooks.html for more hooks
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repos:
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- repo: https://github.com/pre-commit/pre-commit-hooks
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rev: v5.0.0
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hooks:
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name: isort (python)
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hooks:
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language_version: python3.11
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1
.python-version
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1
.python-version
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3.13.0
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BIN
data_collector/agenda.db
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BIN
data_collector/agenda.db
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0
data_collector/data_collector/__init__.py
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0
data_collector/data_collector/__init__.py
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data_collector/data_collector/items.py
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data_collector/data_collector/items.py
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# Define here the models for your scraped items
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||||
#
|
||||
# See documentation in:
|
||||
# https://docs.scrapy.org/en/latest/topics/items.html
|
||||
|
||||
import scrapy
|
||||
|
||||
|
||||
class DataCollectorItem(scrapy.Item):
|
||||
# define the fields for your item here like:
|
||||
# name = scrapy.Field()
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||||
pass
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102
data_collector/data_collector/middlewares.py
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data_collector/data_collector/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
|
||||
|
||||
# useful for handling different item types with a single interface
|
||||
from itemadapter import ItemAdapter, is_item
|
||||
from scrapy import signals
|
||||
|
||||
|
||||
class DataCollectorSpiderMiddleware:
|
||||
# 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)
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||||
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
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||||
|
||||
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.
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||||
pass
|
||||
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||||
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.
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||||
|
||||
# Must return only requests (not items).
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||||
for r in start_requests:
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yield r
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||||
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||||
def spider_opened(self, spider):
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||||
spider.logger.info("Spider opened: %s" % spider.name)
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||||
|
||||
|
||||
class DataCollectorDownloaderMiddleware:
|
||||
# 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)
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||||
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
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||||
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)
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data_collector/data_collector/models.py
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data_collector/data_collector/models.py
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import peewee
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||||
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||||
from data_collector import settings
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||||
|
||||
|
||||
def get_db():
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||||
return peewee.SqliteDatabase(settings.DATABASE)
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||||
|
||||
|
||||
class Event(peewee.Model):
|
||||
title = peewee.CharField()
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||||
start_datetime = peewee.DateTimeField()
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||||
end_datetime = peewee.DateTimeField()
|
||||
url = peewee.CharField()
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||||
location = peewee.CharField()
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||||
processed = peewee.BooleanField()
|
||||
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||||
class Meta:
|
||||
database = get_db()
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||||
indexes = ((("title", "start_datetime", "end_datetime", "url"), True),)
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||||
|
||||
|
||||
def initialize_db():
|
||||
db = get_db()
|
||||
db.connect(reuse_if_open=True)
|
||||
db.create_tables(
|
||||
[
|
||||
Event,
|
||||
]
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||||
)
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||||
return db
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data_collector/data_collector/pipelines.py
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data_collector/data_collector/pipelines.py
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import peewee
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||||
from itemadapter import ItemAdapter
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||||
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||||
from data_collector.models import Event, initialize_db
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||||
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||||
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||||
class DataCollectorPipeline:
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||||
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||||
def open_spider(self, spider):
|
||||
self.db = initialize_db()
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||||
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||||
def process_item(self, item, spider):
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||||
event = Event(
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||||
title=item["title"],
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||||
start_datetime=item["start_datetime"],
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||||
end_datetime=item["end_datetime"],
|
||||
url=item["url"],
|
||||
location=item["location"],
|
||||
processed=False,
|
||||
)
|
||||
try:
|
||||
event.save()
|
||||
except peewee.IntegrityError:
|
||||
# Event was added before
|
||||
pass
|
||||
|
||||
return item
|
||||
|
||||
def close_spider(self, spider):
|
||||
self.db.close()
|
94
data_collector/data_collector/settings.py
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data_collector/data_collector/settings.py
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|||
# Scrapy settings for data_collector 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 = "data_collector"
|
||||
|
||||
SPIDER_MODULES = ["data_collector.spiders"]
|
||||
NEWSPIDER_MODULE = "data_collector.spiders"
|
||||
|
||||
|
||||
# Crawl responsibly by identifying yourself (and your website) on the user-agent
|
||||
# USER_AGENT = "data_collector (+http://www.yourdomain.com)"
|
||||
|
||||
# Obey robots.txt rules
|
||||
ROBOTSTXT_OBEY = False
|
||||
|
||||
# Configure maximum concurrent requests performed by Scrapy (default: 16)
|
||||
# CONCURRENT_REQUESTS = 32
|
||||
|
||||
# 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 = {
|
||||
# "data_collector.middlewares.DataCollectorSpiderMiddleware": 543,
|
||||
# }
|
||||
|
||||
# Enable or disable downloader middlewares
|
||||
# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
|
||||
# DOWNLOADER_MIDDLEWARES = {
|
||||
# "data_collector.middlewares.DataCollectorDownloaderMiddleware": 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 = {
|
||||
"data_collector.pipelines.DataCollectorPipeline": 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"
|
||||
|
||||
# Set settings whose default value is deprecated to a future-proof value
|
||||
TWISTED_REACTOR = "twisted.internet.asyncioreactor.AsyncioSelectorReactor"
|
||||
FEED_EXPORT_ENCODING = "utf-8"
|
||||
|
||||
DATABASE = "agenda.db"
|
4
data_collector/data_collector/spiders/__init__.py
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4
data_collector/data_collector/spiders/__init__.py
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@ -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.
|
36
data_collector/data_collector/spiders/cultura_jundiai.py
Normal file
36
data_collector/data_collector/spiders/cultura_jundiai.py
Normal file
|
@ -0,0 +1,36 @@
|
|||
import re
|
||||
from datetime import datetime
|
||||
|
||||
import scrapy
|
||||
|
||||
|
||||
class CulturaJundiaiSpider(scrapy.Spider):
|
||||
name = "cultura_jundiai"
|
||||
allowed_domains = ["cultura.jundiai.sp.gov.br"]
|
||||
start_urls = ["https://cultura.jundiai.sp.gov.br/agenda-cultural/"]
|
||||
date_regex = r"(?P<date>\d{2}\/\d{2}\/\d{4}).*(?P<start_time>\d{2}:\d{2}).*(?P<end_time>\d{2}:\d{2})"
|
||||
|
||||
def parse(self, response):
|
||||
for event in response.css(".noticia-lista"):
|
||||
event_date = event.css(".data-lista p::text").get()
|
||||
|
||||
date_search = re.search(self.date_regex, event_date)
|
||||
if date_search:
|
||||
date = date_search.groupdict()["date"]
|
||||
start_time = date_search.groupdict()["start_time"]
|
||||
start_datetime = datetime.strptime(
|
||||
f"{date} {start_time}", "%d/%m/%Y %H:%M"
|
||||
)
|
||||
end_time = date_search.groupdict()["end_time"]
|
||||
end_datetime = datetime.strptime(f"{date} {end_time}", "%d/%m/%Y %H:%M")
|
||||
|
||||
yield {
|
||||
"title": event.css(".titulo-lista::text").get(),
|
||||
"start_datetime": start_datetime,
|
||||
"end_datetime": end_datetime,
|
||||
"url": event.css("a::attr(href)").get(),
|
||||
"location": event.css(".resumo-lista::text").get(),
|
||||
}
|
||||
|
||||
for page_url in response.css("#paginacao a::attr(href)").getall():
|
||||
yield scrapy.Request(page_url)
|
11
data_collector/scrapy.cfg
Normal file
11
data_collector/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 = data_collector.settings
|
||||
|
||||
[deploy]
|
||||
#url = http://localhost:6800/
|
||||
project = data_collector
|
1483
poetry.lock
generated
Normal file
1483
poetry.lock
generated
Normal file
File diff suppressed because it is too large
Load diff
29
pyproject.toml
Normal file
29
pyproject.toml
Normal file
|
@ -0,0 +1,29 @@
|
|||
[tool.poetry]
|
||||
name = "agenda"
|
||||
version = "0.1.0"
|
||||
description = ""
|
||||
authors = ["Renne Rocha <renne@rocha.dev.br>"]
|
||||
license = "GNU GPLv3"
|
||||
readme = "README.md"
|
||||
|
||||
[tool.poetry.dependencies]
|
||||
python = "^3.13"
|
||||
scrapy = "^2.12.0"
|
||||
peewee = "^3.17.8"
|
||||
|
||||
|
||||
[tool.poetry.group.dev.dependencies]
|
||||
ipython = "^8.30.0"
|
||||
ipdb = "^0.13.13"
|
||||
black = "^24.10.0"
|
||||
pre-commit = "^4.0.1"
|
||||
|
||||
[build-system]
|
||||
requires = ["poetry-core"]
|
||||
build-backend = "poetry.core.masonry.api"
|
||||
|
||||
[tool.isort]
|
||||
known_first_party = ["data_collector"]
|
||||
known_third_party = ["scrapy"]
|
||||
profile = "black"
|
||||
sections = ["FUTURE", "STDLIB", "THIRDPARTY", "FIRSTPARTY", "LOCALFOLDER"]
|
Loading…
Add table
Add a link
Reference in a new issue