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375 lines
21 KiB
375 lines
21 KiB
# HTML to TEXT/JSON DIFFERENCE self.fetcher
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import hashlib
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import json
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import os
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import re
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import urllib3
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from changedetectionio.processors import difference_detection_processor
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from changedetectionio.html_tools import PERL_STYLE_REGEX, cdata_in_document_to_text
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from changedetectionio import html_tools, content_fetchers
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from changedetectionio.blueprint.price_data_follower import PRICE_DATA_TRACK_ACCEPT, PRICE_DATA_TRACK_REJECT
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from loguru import logger
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urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
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name = 'Webpage Text/HTML, JSON and PDF changes'
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description = 'Detects all text changes where possible'
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json_filter_prefixes = ['json:', 'jq:', 'jqraw:']
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class FilterNotFoundInResponse(ValueError):
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def __init__(self, msg, screenshot=None, xpath_data=None):
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self.screenshot = screenshot
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self.xpath_data = xpath_data
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ValueError.__init__(self, msg)
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class PDFToHTMLToolNotFound(ValueError):
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def __init__(self, msg):
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ValueError.__init__(self, msg)
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# Some common stuff here that can be moved to a base class
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# (set_proxy_from_list)
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class perform_site_check(difference_detection_processor):
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def run_changedetection(self, watch, skip_when_checksum_same=True):
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from concurrent.futures import ProcessPoolExecutor
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from functools import partial
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changed_detected = False
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html_content = ""
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screenshot = False # as bytes
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stripped_text_from_html = ""
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if not watch:
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raise Exception("Watch no longer exists.")
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# Unset any existing notification error
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update_obj = {'last_notification_error': False, 'last_error': False}
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url = watch.link
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self.screenshot = self.fetcher.screenshot
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self.xpath_data = self.fetcher.xpath_data
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# Track the content type
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update_obj['content_type'] = self.fetcher.get_all_headers().get('content-type', '').lower()
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# Watches added automatically in the queue manager will skip if its the same checksum as the previous run
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# Saves a lot of CPU
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update_obj['previous_md5_before_filters'] = hashlib.md5(self.fetcher.content.encode('utf-8')).hexdigest()
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if skip_when_checksum_same:
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if update_obj['previous_md5_before_filters'] == watch.get('previous_md5_before_filters'):
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raise content_fetchers.exceptions.checksumFromPreviousCheckWasTheSame()
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# Fetching complete, now filters
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# @note: I feel like the following should be in a more obvious chain system
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# - Check filter text
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# - Is the checksum different?
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# - Do we convert to JSON?
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# https://stackoverflow.com/questions/41817578/basic-method-chaining ?
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# return content().textfilter().jsonextract().checksumcompare() ?
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is_json = 'application/json' in self.fetcher.get_all_headers().get('content-type', '').lower()
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is_html = not is_json
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is_rss = False
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ctype_header = self.fetcher.get_all_headers().get('content-type', '').lower()
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# Go into RSS preprocess for converting CDATA/comment to usable text
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if any(substring in ctype_header for substring in ['application/xml', 'application/rss', 'text/xml']):
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if '<rss' in self.fetcher.content[:100].lower():
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self.fetcher.content = cdata_in_document_to_text(html_content=self.fetcher.content)
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is_rss = True
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# source: support, basically treat it as plaintext
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if watch.is_source_type_url:
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is_html = False
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is_json = False
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inline_pdf = self.fetcher.get_all_headers().get('content-disposition', '') and '%PDF-1' in self.fetcher.content[:10]
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if watch.is_pdf or 'application/pdf' in self.fetcher.get_all_headers().get('content-type', '').lower() or inline_pdf:
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from shutil import which
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tool = os.getenv("PDF_TO_HTML_TOOL", "pdftohtml")
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if not which(tool):
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raise PDFToHTMLToolNotFound("Command-line `{}` tool was not found in system PATH, was it installed?".format(tool))
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import subprocess
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proc = subprocess.Popen(
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[tool, '-stdout', '-', '-s', 'out.pdf', '-i'],
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stdout=subprocess.PIPE,
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stdin=subprocess.PIPE)
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proc.stdin.write(self.fetcher.raw_content)
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proc.stdin.close()
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self.fetcher.content = proc.stdout.read().decode('utf-8')
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proc.wait(timeout=60)
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# Add a little metadata so we know if the file changes (like if an image changes, but the text is the same
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# @todo may cause problems with non-UTF8?
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metadata = "<p>Added by changedetection.io: Document checksum - {} Filesize - {} bytes</p>".format(
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hashlib.md5(self.fetcher.raw_content).hexdigest().upper(),
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len(self.fetcher.content))
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self.fetcher.content = self.fetcher.content.replace('</body>', metadata + '</body>')
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# Better would be if Watch.model could access the global data also
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# and then use getattr https://docs.python.org/3/reference/datamodel.html#object.__getitem__
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# https://realpython.com/inherit-python-dict/ instead of doing it procedurely
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include_filters_from_tags = self.datastore.get_tag_overrides_for_watch(uuid=watch.get('uuid'), attr='include_filters')
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# 1845 - remove duplicated filters in both group and watch include filter
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include_filters_rule = list(dict.fromkeys(watch.get('include_filters', []) + include_filters_from_tags))
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subtractive_selectors = [*self.datastore.get_tag_overrides_for_watch(uuid=watch.get('uuid'), attr='subtractive_selectors'),
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*watch.get("subtractive_selectors", []),
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*self.datastore.data["settings"]["application"].get("global_subtractive_selectors", [])
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]
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# Inject a virtual LD+JSON price tracker rule
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if watch.get('track_ldjson_price_data', '') == PRICE_DATA_TRACK_ACCEPT:
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include_filters_rule += html_tools.LD_JSON_PRODUCT_OFFER_SELECTORS
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has_filter_rule = len(include_filters_rule) and len(include_filters_rule[0].strip())
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has_subtractive_selectors = len(subtractive_selectors) and len(subtractive_selectors[0].strip())
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if is_json and not has_filter_rule:
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include_filters_rule.append("json:$")
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has_filter_rule = True
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if is_json:
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# Sort the JSON so we dont get false alerts when the content is just re-ordered
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try:
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self.fetcher.content = json.dumps(json.loads(self.fetcher.content), sort_keys=True)
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except Exception as e:
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# Might have just been a snippet, or otherwise bad JSON, continue
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pass
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if has_filter_rule:
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for filter in include_filters_rule:
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if any(prefix in filter for prefix in json_filter_prefixes):
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stripped_text_from_html += html_tools.extract_json_as_string(content=self.fetcher.content, json_filter=filter)
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is_html = False
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if is_html or watch.is_source_type_url:
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# CSS Filter, extract the HTML that matches and feed that into the existing inscriptis::get_text
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self.fetcher.content = html_tools.workarounds_for_obfuscations(self.fetcher.content)
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html_content = self.fetcher.content
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# If not JSON, and if it's not text/plain..
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if 'text/plain' in self.fetcher.get_all_headers().get('content-type', '').lower():
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# Don't run get_text or xpath/css filters on plaintext
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stripped_text_from_html = html_content
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else:
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# Does it have some ld+json price data? used for easier monitoring
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update_obj['has_ldjson_price_data'] = html_tools.has_ldjson_product_info(self.fetcher.content)
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# Then we assume HTML
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if has_filter_rule:
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html_content = ""
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for filter_rule in include_filters_rule:
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# For HTML/XML we offer xpath as an option, just start a regular xPath "/.."
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if filter_rule[0] == '/' or filter_rule.startswith('xpath:'):
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with ProcessPoolExecutor() as executor:
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# Use functools.partial to create a callable with arguments - anything using bs4/lxml etc is quite "leaky"
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future = executor.submit(partial(html_tools.xpath_filter, xpath_filter=filter_rule.replace('xpath:', ''),
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html_content=self.fetcher.content,
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append_pretty_line_formatting=not watch.is_source_type_url,
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is_rss=is_rss))
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html_content += future.result()
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elif filter_rule.startswith('xpath1:'):
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with ProcessPoolExecutor() as executor:
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# Use functools.partial to create a callable with arguments - anything using bs4/lxml etc is quite "leaky"
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future = executor.submit(partial(html_tools.xpath1_filter, xpath_filter=filter_rule.replace('xpath1:', ''),
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html_content=self.fetcher.content,
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append_pretty_line_formatting=not watch.is_source_type_url,
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is_rss=is_rss))
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html_content += future.result()
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else:
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with ProcessPoolExecutor() as executor:
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# Use functools.partial to create a callable with arguments - anything using bs4/lxml etc is quite "leaky"
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# CSS Filter, extract the HTML that matches and feed that into the existing inscriptis::get_text
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future = executor.submit(partial(html_tools.include_filters, include_filters=filter_rule,
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html_content=self.fetcher.content,
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append_pretty_line_formatting=not watch.is_source_type_url))
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html_content += future.result()
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if not html_content.strip():
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raise FilterNotFoundInResponse(msg=include_filters_rule, screenshot=self.fetcher.screenshot, xpath_data=self.fetcher.xpath_data)
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if has_subtractive_selectors:
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html_content = html_tools.element_removal(subtractive_selectors, html_content)
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if watch.is_source_type_url:
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stripped_text_from_html = html_content
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else:
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# extract text
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do_anchor = self.datastore.data["settings"]["application"].get("render_anchor_tag_content", False)
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with ProcessPoolExecutor() as executor:
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# Use functools.partial to create a callable with arguments - anything using bs4/lxml etc is quite "leaky"
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# CSS Filter, extract the HTML that matches and feed that into the existing inscriptis::get_text
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future = executor.submit(partial(html_tools.html_to_text, html_content=html_content,
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render_anchor_tag_content=do_anchor,
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is_rss=is_rss)) #1874 activate the <title workaround hack
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stripped_text_from_html = future.result()
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if watch.get('sort_text_alphabetically') and stripped_text_from_html:
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# Note: Because a <p>something</p> will add an extra line feed to signify the paragraph gap
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# we end up with 'Some text\n\n', sorting will add all those extra \n at the start, so we remove them here.
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stripped_text_from_html = stripped_text_from_html.replace('\n\n', '\n')
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stripped_text_from_html = '\n'.join( sorted(stripped_text_from_html.splitlines(), key=lambda x: x.lower() ))
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# Re #340 - return the content before the 'ignore text' was applied
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text_content_before_ignored_filter = stripped_text_from_html.encode('utf-8')
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# @todo whitespace coming from missing rtrim()?
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# stripped_text_from_html could be based on their preferences, replace the processed text with only that which they want to know about.
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# Rewrite's the processing text based on only what diff result they want to see
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if watch.has_special_diff_filter_options_set() and len(watch.history.keys()):
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# Now the content comes from the diff-parser and not the returned HTTP traffic, so could be some differences
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from changedetectionio import diff
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# needs to not include (added) etc or it may get used twice
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# Replace the processed text with the preferred result
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rendered_diff = diff.render_diff(previous_version_file_contents=watch.get_last_fetched_text_before_filters(),
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newest_version_file_contents=stripped_text_from_html,
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include_equal=False, # not the same lines
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include_added=watch.get('filter_text_added', True),
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include_removed=watch.get('filter_text_removed', True),
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include_replaced=watch.get('filter_text_replaced', True),
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line_feed_sep="\n",
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include_change_type_prefix=False)
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watch.save_last_text_fetched_before_filters(text_content_before_ignored_filter)
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if not rendered_diff and stripped_text_from_html:
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# We had some content, but no differences were found
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# Store our new file as the MD5 so it will trigger in the future
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c = hashlib.md5(text_content_before_ignored_filter.translate(None, b'\r\n\t ')).hexdigest()
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return False, {'previous_md5': c}, stripped_text_from_html.encode('utf-8'), stripped_text_from_html.encode('utf-8')
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else:
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stripped_text_from_html = rendered_diff
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# Treat pages with no renderable text content as a change? No by default
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empty_pages_are_a_change = self.datastore.data['settings']['application'].get('empty_pages_are_a_change', False)
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if not is_json and not empty_pages_are_a_change and len(stripped_text_from_html.strip()) == 0:
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raise content_fetchers.exceptions.ReplyWithContentButNoText(url=url,
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status_code=self.fetcher.get_last_status_code(),
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screenshot=self.fetcher.screenshot,
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has_filters=has_filter_rule,
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html_content=html_content,
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xpath_data=self.fetcher.xpath_data
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)
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# We rely on the actual text in the html output.. many sites have random script vars etc,
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# in the future we'll implement other mechanisms.
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update_obj["last_check_status"] = self.fetcher.get_last_status_code()
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# If there's text to skip
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# @todo we could abstract out the get_text() to handle this cleaner
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text_to_ignore = watch.get('ignore_text', []) + self.datastore.data['settings']['application'].get('global_ignore_text', [])
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if len(text_to_ignore):
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stripped_text_from_html = html_tools.strip_ignore_text(stripped_text_from_html, text_to_ignore)
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else:
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stripped_text_from_html = stripped_text_from_html.encode('utf8')
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# 615 Extract text by regex
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extract_text = watch.get('extract_text', [])
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if len(extract_text) > 0:
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regex_matched_output = []
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for s_re in extract_text:
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# incase they specified something in '/.../x'
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if re.search(PERL_STYLE_REGEX, s_re, re.IGNORECASE):
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regex = html_tools.perl_style_slash_enclosed_regex_to_options(s_re)
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result = re.findall(regex.encode('utf-8'), stripped_text_from_html)
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for l in result:
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if type(l) is tuple:
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# @todo - some formatter option default (between groups)
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regex_matched_output += list(l) + [b'\n']
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else:
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# @todo - some formatter option default (between each ungrouped result)
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regex_matched_output += [l] + [b'\n']
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else:
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# Doesnt look like regex, just hunt for plaintext and return that which matches
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# `stripped_text_from_html` will be bytes, so we must encode s_re also to bytes
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r = re.compile(re.escape(s_re.encode('utf-8')), re.IGNORECASE)
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res = r.findall(stripped_text_from_html)
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if res:
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for match in res:
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regex_matched_output += [match] + [b'\n']
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# Now we will only show what the regex matched
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stripped_text_from_html = b''
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text_content_before_ignored_filter = b''
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if regex_matched_output:
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# @todo some formatter for presentation?
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stripped_text_from_html = b''.join(regex_matched_output)
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text_content_before_ignored_filter = stripped_text_from_html
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# Re #133 - if we should strip whitespaces from triggering the change detected comparison
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if self.datastore.data['settings']['application'].get('ignore_whitespace', False):
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fetched_md5 = hashlib.md5(stripped_text_from_html.translate(None, b'\r\n\t ')).hexdigest()
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else:
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fetched_md5 = hashlib.md5(stripped_text_from_html).hexdigest()
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############ Blocking rules, after checksum #################
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blocked = False
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trigger_text = watch.get('trigger_text', [])
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if len(trigger_text):
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# Assume blocked
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blocked = True
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# Filter and trigger works the same, so reuse it
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# It should return the line numbers that match
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# Unblock flow if the trigger was found (some text remained after stripped what didnt match)
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result = html_tools.strip_ignore_text(content=str(stripped_text_from_html),
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wordlist=trigger_text,
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mode="line numbers")
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# Unblock if the trigger was found
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if result:
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blocked = False
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text_should_not_be_present = watch.get('text_should_not_be_present', [])
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if len(text_should_not_be_present):
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# If anything matched, then we should block a change from happening
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result = html_tools.strip_ignore_text(content=str(stripped_text_from_html),
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wordlist=text_should_not_be_present,
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mode="line numbers")
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if result:
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blocked = True
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# The main thing that all this at the moment comes down to :)
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if watch.get('previous_md5') != fetched_md5:
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changed_detected = True
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# Looks like something changed, but did it match all the rules?
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if blocked:
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changed_detected = False
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logger.debug(f"Watch UUID {watch.get('uuid')} content check - Previous MD5: {watch.get('previous_md5')}, Fetched MD5 {fetched_md5}")
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if changed_detected:
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if watch.get('check_unique_lines', False):
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has_unique_lines = watch.lines_contain_something_unique_compared_to_history(lines=stripped_text_from_html.splitlines())
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# One or more lines? unsure?
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if not has_unique_lines:
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logger.debug(f"check_unique_lines: UUID {watch.get('uuid')} didnt have anything new setting change_detected=False")
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changed_detected = False
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else:
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logger.debug(f"check_unique_lines: UUID {watch.get('uuid')} had unique content")
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# Always record the new checksum
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update_obj["previous_md5"] = fetched_md5
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# On the first run of a site, watch['previous_md5'] will be None, set it the current one.
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if not watch.get('previous_md5'):
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watch['previous_md5'] = fetched_md5
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return changed_detected, update_obj, text_content_before_ignored_filter, stripped_text_from_html
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