def bayesian_score_generic(self):
try:
scored = antispam_external.score(self.message.content)
except:
scored = 0
self.bayesian_score = scored
async def spam_tracker(event):
global SPAM
if SPAM == True:
ch = str(event.raw_text)
spamscore = antispam.score(ch)
spambool = antispam.is_spam(ch)
if spambool == True:
await event.reply('Spam Message Detected')
await event.reply('Spam results for `' + ch + '`\nScore: ' +
spamscore + '\nIs Spam: ' + spambool)
def is_spam(message):
try:
spam_score = antispam.score(message.content)
if spam_score >= SPAM_THRESHOLD:
logging.info('Message from %s with spam score %s', message.author,
spam_score)
return True
else:
return False
except TypeError:
pass
except discord.errors.Forbidden as err:
logging.error(str(err))
def base_post_add(request):
if request.method == "POST":
form = PostForm(request.POST)
if form.is_valid():
import antispam
post = form.save(commit=False)
post.author = request.user
post.published_date = timezone.now()
post.spam_score = str(antispam.score(post.text))
post.save()
return redirect('base_post', pk=post.pk)
else:
form = PostForm()
return render(request, 'base_post_add.html', {'form': form})
async def my_e_handler(e):
if '.xen ping' == e.raw_text:
start=round(time.time() * 1000)
pongmsg=await e.reply('Pong!')
end=round(time.time() * 1000)
msstartend=int(end) - int(start)
await client(EditMessageRequest(peer=e.chat_id, id=pongmsg.id, message='Pong!\n' + str(msstartend) + 'ms'))
elif '.msgid' == e.raw_text:
await e.reply('There are ' + str(e.id + 1) + ' messages (including this one) in this chat')
elif '.random' == e.raw_text:
rannum = randint(0, 69420)
await e.reply(str(rannum))
elif '.antispam' in e.raw_text:
checkspam=str(e.raw_text[11:])
spamscore=str(antispam.score(checkspam))
spambool=str(antispam.is_spam(checkspam))
await e.reply('Spam results for `' + checkspam + '`\nScore: ' + spamscore + '\nIs Spam: ' + spambool)
def is_spam(self, text):
return {
'score': antisp.score(text),
'is_spam': int(antisp.is_spam(text))
}
def check_and_insert_new_comment(name):
# Get project
project = db.session.query(TProjects).filter(
TProjects.name == name).first()
# Check refferer, this is not bullet proof
if not compare_digest(request.origin, project.blogurl):
return make_response(jsonify(status="not-allowed"), 403)
if not project:
return make_response(jsonify(status="post-project-not-found"), 400)
if compare_digest(request.method, "POST"):
smileys = Smileys()
sender = Mail()
# Check length of content and abort if too long or too short
if request.content_length > 2048:
return make_response(jsonify(status="post-max-length"), 400)
if request.content_length == 0:
return make_response(jsonify(status="post-min-length"), 400)
# get json from request
new_comment = request.json
# save and sanitize location, nice try, bitch
location = new_comment['location'].strip().replace('.', '')
# Validate json and check length again
if not is_valid_json(new_comment) or \
len(new_comment['content']) < 40 or \
len(new_comment['email']) < 5:
return make_response(jsonify(status='post-invalid-json'), 400)
# Strip any HTML from message body
tags = re.compile('<.*?>')
special = re.compile('[&].*[;]')
content = re.sub(tags, '', new_comment['content']).strip()
content = re.sub(special, '', content).strip()
# Convert smileys if enabled
if project.addon_smileys:
for key, value in smileys.smileys.items():
content = content.replace(key, value)
# Validate replied_to field is integer
replied_to = new_comment['replied_to']
try:
if replied_to:
replied_to = int(replied_to)
# not a valid id at all
except ValueError:
return make_response(jsonify(status="bad-reply"), 400)
# Update values
new_comment.update({"content": content})
new_comment.update({"email": new_comment['email'].strip()})
new_comment.update({"location": location})
new_comment.update({"replied_to": replied_to})
# Check mail
if not sender.validate(new_comment['email']):
return make_response(jsonify(status='post-invalid-email'), 400)
# check for spam
is_spam = spam(new_comment['content'])
has_score = score(new_comment['content'])
# Insert mail into spam if detected, allow if listed as such
email = db.session.query(TEmail).filter(
TEmail.email == new_comment['email']).first()
if not email:
if is_spam:
entry = {
"email": new_comment['email'],
"is_blocked": True,
"is_allowed": False
}
db.session.add(TEmail(**entry))
if email:
if not email.is_allowed:
is_spam = True
if email.is_allowed:
# This forces the comment to be not spam if the address is in the allowed list,
# but the commenter will still need to confirm it to avoid brute
# force attacks against this feature
is_spam = False
# Look for location
loc_query = db.session.query(TLocation) \
.filter(TLocation.location == new_comment['location'])
if loc_query.first():
# Location exists, set existing location id
new_comment.update({'location_id': loc_query.first().id_location})
# TComments does not have this field
new_comment.pop("location")
else:
# Insert new location
loc_table = {
'location': new_comment['location'],
'project_id': project.id_project
}
new_loc = TLocation(**loc_table)
db.session.add(new_loc)
db.session.flush()
db.session.refresh(new_loc)
new_comment.update({'location_id': new_loc.id_location})
# TComments does not have this field
new_comment.pop("location")
# insert comment
# noinspection PyBroadException
try:
if project.sendotp:
new_comment.update({"is_published": False})
else:
new_comment.update({"is_published": True})
new_comment.update({"created_on": default_timestamp()})
new_comment.update({"is_spam": is_spam})
new_comment.update({"spam_score": has_score})
new_comment.update({
"gravatar":
check_gravatar(new_comment['email'], project.name)
})
new_comment.update({"project_id": project.id_project})
t_comment = TComments(**new_comment)
db.session.add(t_comment)
db.session.commit()
db.session.flush()
db.session.refresh(t_comment)
# Send confirmation link and store returned value
if project.sendotp:
hashes = sender.send_confirmation_link(new_comment['email'],
project.name)
setattr(t_comment, "confirmation", hashes[0])
setattr(t_comment, "deletion", hashes[1])
db.session.commit()
except exc.IntegrityError as e:
# Comment body exists, because content is unique
print(
f"Duplicate from {request.environ['REMOTE_ADDR']}, error is:\n{e}",
file=stderr)
return make_response(jsonify(status="post-duplicate"), 400)
except Exception: # must be at bottom
return make_response(jsonify(status="post-internal-server-error"),
400)
export_location(t_comment.location_id)
return make_response(
jsonify(status="post-success",
comment_id=t_comment.comments_id,
sendotp=project.sendotp), 200)
for folder in folders:
pp += 1
overall = emailleri_al(folder)
print(overall)
if (pp == 1):
return overall
break
h = fetching()
f = open('data.csv', 'w')
r = dict()
p = dict()
for i in h:
try:
y = antispam.score(i.bodyc)
if (i.From not in r):
p[i.From] = 1
r[i.From] = y
else:
p[i.From] += 1
r[i.From] += y
except:
pass
x = open('gotonetwork.csv', 'w')
for i in h:
try:
y = antispam.score(i.bodyc)
f.write("{},{},{},{},{}\n".format(str(i.From), str(i.subject),
str(i.bodyc), str(y),
str(r[i.From] / p[i.From])))
import antispam, sys x = " ".join(sys.argv[2:]) print(antispam.score(x))