agenda_culturel/src/agenda_culturel/import_tasks/extractor_facebook.py

202 lines
7.9 KiB
Python

import icalendar
import warnings
from datetime import datetime, date
from bs4 import BeautifulSoup, MarkupResemblesLocatorWarning
from urllib.parse import urlparse
from .extractor import *
import json
import logging
logger = logging.getLogger(__name__)
class FacebookEventExtractor(Extractor):
class SimpleFacebookEvent:
def __init__(self, data):
self.elements = {}
for key in ["id", "start_timestamp", "end_timestamp"]:
self.elements[key] = data[key] if key in data else None
if "parent_event" in data:
self.parent = FacebookEventExtractor.SimpleFacebookEvent(data["parent_event"])
class FacebookEvent:
name = "event"
keys = [
["start_time_formatted", 'start_timestamp',
'is_past',
"name",
"price_info",
"cover_media_renderer",
"event_creator",
"id",
"day_time_sentence",
"event_place",
"comet_neighboring_siblings"],
["event_description"],
["start_timestamp", "end_timestamp"]
]
rules = {
"event_description": { "description": ["text"]},
"cover_media_renderer": {"image_alt": ["cover_photo", "photo", "accessibility_caption"], "image": ["cover_photo", "photo", "full_image", "uri"]},
"event_creator": { "event_creator_name": ["name"], "event_creator_url": ["url"] },
"event_place": {"event_place_name": ["name"] }
}
def __init__(self, i, event):
self.fragments = {}
self.elements = {}
self.neighbor_events = None
self.possible_end_timestamp = []
self.add_fragment(i, event)
def get_element(self, key):
return self.elements[key] if key in self.elements else None
def get_element_date(self, key):
v = self.get_element(key)
return datetime.fromtimestamp(v).date() if v is not None and v != 0 else None
def get_element_time(self, key):
v = self.get_element(key)
return datetime.fromtimestamp(v).strftime('%H:%M') if v is not None and v != 0 else None
def add_fragment(self, i, event):
self.fragments[i] = event
if FacebookEventExtractor.FacebookEvent.keys[i] == ["start_timestamp", "end_timestamp"]:
self.get_possible_end_timestamp(i, event)
else:
for k in FacebookEventExtractor.FacebookEvent.keys[i]:
if k == "comet_neighboring_siblings":
self.get_neighbor_events(event[k])
elif k in FacebookEventExtractor.FacebookEvent.rules:
for nk, rule in FacebookEventExtractor.FacebookEvent.rules[k].items():
error = False
c = event[k]
for ki in rule:
if c is not None:
c = c[ki]
else:
error = True
if not error:
self.elements[nk] = c
else:
self.elements[k] = event[k]
def get_possible_end_timestamp(self, i, data):
self.possible_end_timestamp.append(dict((k, data[k]) for k in FacebookEventExtractor.FacebookEvent.keys[i]))
def get_neighbor_events(self, data):
self.neighbor_events = [FacebookEventExtractor.SimpleFacebookEvent(d) for d in data]
def __str__(self):
return str(self.elements) + "\n Neighbors: " + ", ".join([ne.elements["id"] for ne in self.neighbor_events])
def consolidate_current_event(self):
if self.neighbor_events is not None and "id" in self.elements and "end_timestamp" not in self.elements:
if self.neighbor_events is not None and "id" in self.elements:
id = self.elements["id"]
for ne in self.neighbor_events:
if ne.elements["id"] == id:
self.elements["end_timestamp"] = ne.elements["end_timestamp"]
if "end_timestamp" not in self.elements and len(self.possible_end_timestamp) != 0:
for s in self.possible_end_timestamp:
if "start_timestamp" in s and "start_timestamp" in self.elements and s["start_timestamp"] == self.elements["start_timestamp"]:
self.elements["end_timestamp"] = s["end_timestamp"]
break
def find_event_fragment_in_array(array, event, first = True):
if isinstance(array, dict):
seen = False
for i, ks in enumerate(FacebookEventExtractor.FacebookEvent.keys):
if len(ks) == len([k for k in ks if k in array]):
seen = True
if event is None:
event = FacebookEventExtractor.FacebookEvent(i, array)
else:
event.add_fragment(i, array)
# only consider the first of FacebookEvent.keys
break
if not seen:
for k in array:
event = FacebookEventExtractor.FacebookEvent.find_event_fragment_in_array(array[k], event, False)
elif isinstance(array, list):
for e in array:
event = FacebookEventExtractor.FacebookEvent.find_event_fragment_in_array(e, event, False)
if event is not None and first:
event.consolidate_current_event()
return event
def build_event(self, url):
image = self.get_element("image")
return {
"title": self.get_element("name"),
"category": None,
"start_day": self.get_element_date("start_timestamp"),
"location": self.get_element("event_place_name"),
"description": self.get_element("description"),
"tags": [],
"uuids": [url],
"url_human": url,
"start_time": self.get_element_time("start_timestamp"),
"end_day": self.get_element_date("end_timestamp"),
"end_time": self.get_element_time("end_timestamp"),
"image": self.get_element("image"),
"image_alt": self.get_element("image"),
}
def __init__(self, single_event=False):
self.single_event = single_event
super().__init__()
def clean_url(url):
if FacebookEventExtractor.is_known_url(url):
u = urlparse(url)
return "https://www.facebook.com" + u.path
else:
return url
def is_known_url(url):
u = urlparse(url)
return u.netloc in ["facebook.com", "www.facebook.com", "m.facebook.com"]
def extract(self, content, url, url_human = None, default_values = None, published = False):
# NOTE: this method does not use url_human = None and default_values = None
# get step by step all information from the content
fevent = None
soup = BeautifulSoup(content, "html.parser")
for json_script in soup.find_all('script', type="application/json"):
json_txt = json_script.get_text()
json_struct = json.loads(json_txt)
fevent = FacebookEventExtractor.FacebookEvent.find_event_fragment_in_array(json_struct, fevent)
if fevent is not None:
self.set_header(url)
event = fevent.build_event(url)
logger.warning("published: " + str(published))
event["published"] = published
self.add_event(**event)
return self.get_structure()
return None